From f87470883231d6c102512183b34459dfdb02674c Mon Sep 17 00:00:00 2001 From: Ishan Darji <85713088+Ish-D@users.noreply.github.com> Date: Wed, 25 Sep 2024 00:13:53 -0700 Subject: [PATCH] Add blog metadata (#1591) * Add blog metadata * Upload blog author picture --- .../2024/blog_ATLCompression_IshanDarji.md | 12 ++++++++++++ images/blog_authors/IshanDarji.jpg | Bin 0 -> 107964 bytes 2 files changed, 12 insertions(+) create mode 100644 images/blog_authors/IshanDarji.jpg diff --git a/_gsocblogs/2024/blog_ATLCompression_IshanDarji.md b/_gsocblogs/2024/blog_ATLCompression_IshanDarji.md index dfd94206c..6499b066b 100644 --- a/_gsocblogs/2024/blog_ATLCompression_IshanDarji.md +++ b/_gsocblogs/2024/blog_ATLCompression_IshanDarji.md @@ -1,3 +1,15 @@ +--- +project: HSF Atlas Experiment +title: Lossless compression of raw data for the ATLAS experiment at CERN +author: Ishan Darji +photo: blog_authors/IshanDarji.jpg +date: 24.9.2024 +year: 2024 +layout: blog_post +logo: +intro: Investigated lossless data compression for ATLAS experiment raw data to replace the currently used `zlib` compression. Investiagted alternatives such as `zstd`, `brotli`, `xz`, and `lzlib`. Compared tradeoffs between libraries in metrics such as compression speed and compression ratio, placing additional importance on compression ratio for this project because incremental saves add up at exabyte scale. Implemented example of compression and decompression of ATLAS event data that can read and write compressed data.| +--- + # Lossless compression of raw data for the ATLAS experiment at CERN ### Abstract diff --git a/images/blog_authors/IshanDarji.jpg b/images/blog_authors/IshanDarji.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2505a46fb62fecd57109f1815831e2a7ccdd9d33 GIT binary patch literal 107964 zcmb4pWn7eB(DsrpDO~~rf&xn_C?T~p(k$IbFCi^m3rIIeckI&LAsx~k3rcr)`S5?< z_rv@3J?DJ7=XckcIWyPHT>s|({Q(fjNy$n9P*4B>l;;Wfw*(LeprNAvx1I<3^TGgP zV4$O8V83{Q3B<+5#l^wK!NJ2PBEZ8Z#K*xQAR{0oCLtvy#eGRmK}JGBL_$jP-$PK) zp6@}&z{0@5BEiGKBl-Ux|GEH#Ks37NiNXLtB}73ZMETbPpaB3-(NO*yfd4yCPyx^1 zi1`AD^(?0PU(x>~ef}-f|HS_m0k~)=08|1rg6B*3LqUDEyp`J2aex6CBVf#XusAa@ zPy*MFk*iRGi=a9o7%VCd1OnWXd7&RwEh+!n&a()7bZUH&XV0`GSf*Yn`M!d5Gt$-{ zKLLxquTWD|3Z38wm_ijWDH%ihUQCYwRfds576k?jGNs3j)i#y#OJ`&$T_WgC9rP$= zV|hXMk|YkZSPT~zl^z#nL=Z>tLq>*?%P)r4MvnP(yX-a9dH>Rb;ednweY^C}5`jzI z2SM6jt?DcnhGr)s@>vEuH`b+htEsn|@fA5r+ zeDn_}kLxs1F?EpCT%rNMAq`5B_uPyqFkHG|f;cb;js}#a)0W*Hk2Fen!)vB9^kWma zNnrsGVV3fP4N%f`NyPM2(WB!^sfyECHOJo03(L0$uBAJtPB(tl-I5Z}I74sqdg!Ui z2C?L{UVj`bT0M7F?4z{+CoNxA$e;3N2vG-e!k523W3V8kx60TO ztONa4{p&{{8WtS|j8-iyYsmQF*8Xds*=hz+irI3bo&GES+KkUsvZJ}n4J?V=dzRTG z1w3fBGX^cF`w_ET8s^$=`thbV)4XzJ(ej=Z4L*){l4J8qA8b?6{fsfpTmlG)0hEwV zS$bSd#u%9BkFIK+Hy~Q;dVQxD!fbyATt*x?R#`}>rBPrtQ5UTG4Vk3z5C7QEcUe3S zzGDx*nk~O7pwg1xH><<)t!j88AE|XU4L>{LQ8q2`W>DZPkY0sd=-9cS?G$h3n@cu7 zcxWtD?}od~C3;*t+!4-PuAo6he6LoMg)6hvy#!f1MJYrHhBOFdAYf5rMs!RHBGGOX zG?au)Gs;h+gs8(Wl*Q56!e97*VTc=e)+1CC$K*#NCM`gpiPW&`F?!1*4_mejd%QxZ z4iQG{Mo)Ft>`fnqOKv>_ovHnrKD2@34Xx_A(?sPo3MI6PL|RQythGuSb!ll!n>y}_vtMsj&e)OjSPwco-+L*zw@e^(%rim* z!q4WU_dBQ#YVPJV<1UMH{2*PjWMH6}DkBBK`)(o`Fc24owLeKpG5t4zB^C+_Ivxq! z?2V|(5I+rYG~baTD#kw3xq~Zwi^nt#G2N)2Qd{`>%BTU7Cjoa-qrw-eo~Rz--$}eU z?6+geSgM)|RLaXg+uto-ef>e&iCmHIExdHyw!G<;i>bLTO(|yCL)-V3E5{2d|G1%@ z^|)U%B!n?)pukZ4v}HG;)#d4nq7+O#s8m2A zx?ZDA;Ao}!7vRi1KTvmDU^OF}W{bx-P0u9W^~fAn^O60FY*ivh?#)!PL4>_<@xrd5 z%<=Yas{LH|RJh`B)m&y9Z*mlp#cAl*j?=O`wvfJl>yyvQ+U`Jx0BcZ(%4J175HJ^s|O;fzViD-q=9ItqEaX_j4&cJ60R5{MphXKEX~gu zb{Xzn46>-r17xbflA3e_Pl+b5~}OeszUjiy_yh1I!{UW1}nUOC;iW7UrzZqqIms|vCMQGkBjU8Sr% ztYjMK^m5GuMq%R;_z~_Bru)A;Wf)a~;v^+vFR;5s!D6%^@q|hfU784Uws`ZOIjLh^H6=*wP`WnP2IOi)p21f z=B4UM`wP3kOW)dIH4#YqozhIUe2es4`aWn^lP1~Bp{NvaSCnzQbt|>$>o#!dTOh*r zA0gaoqo2)dvMtsIj+8&)hIRz>^+o%rkg61Ttl(FZArTUuu3Sh%VW>O7rix0xH{ES$T3K zwQ%q+OevOof7M#pVTTsNTFqqYd$V^-G51YNh5FQrHMq;-(VQ_xUB**?)b~)-Pn7#W zhwfjpAKmI5*Lr>37tSI_icxKu^!n$}!Pxu>L+L0)1!ANK-b><^W=fS<9S?+}(ovKG z2~2`fGkxjc*Y<#m$-1S#%KlUA@)(uJFiP6&o=z@V1Kry;F z!i2Cj!q~CbYICcxVX}0%1Pr1v;AiiNd&$F(M<)6Gvrqpp=$ym*)@g~IO;yi%TR%&) z@6typ`&xE*0^3}Coq6rb}1(i+j;JHwvXV7gXZM$#z=562O*M+RN4Z;~-bpqQLG_>N= zw~r}a?Bo^3p`aldrkKYYWV(iCwdXEL}u@h>(ER4Y;27 z-l??Vcp|NHcz195jB{q~VzcnbxamU3mvkZZ@~%<0$#rMx_nyHMGO6Ysr_U-u;0J$_MqD^ zl|0u>%jkHx-}G6rfm4b6)0fy%?fK39`00yAWTt+_;h){pi|flX7x(*{a-S#rybzJ! zhg)}_uUuL~UUj7HAy>m)?S!X&)Ge~6j&Hp6)96%|$Yqm-{q)F8rr4(_;qTmeF^v>YYY$325UF_f5R^S#r6542&m}NF!51y_+ST9iL>gfYTe%sqCz2BXak2q`s34+ulo5|wmXgE zNsCivyKkO%!^YzgZNxtS|J9Rcaz#eDWm*!HuZ?z_vtYPFy5jeq!=-bb*=qO1uQNl1 z+haRnrFVIoo?gOg;Rm0SD}HItJ#ij*-1-#cO&V@p_&DFO-W&;!6}Ubq)t=o8hzQ?t z{#E?MfoMoO|&O6=0#yChq1G(V%Rob#3F*Nu1YM%zO#J4AqS z16ZWvvHk#KefgX&Sb&Vt5F5mdo<5pfz0Pf&(nzlJhZrNHpAp?8_3_G5JNt-ac&;H|fB>)F%r@IjKg1^&V1LPpH&w!0?u%ZNclxs;(OXk=kWX9Yj1 zjCAzV#;k)iGFQG?Dt+%h2DH~(BCzAqL}Or(S(hTvxVynG+`_cJ{lRri-aXBmDSX@R z@OQO!{qMyKoDcRJm#!YIJ~iV^9beC@fC0Ev^$anB2DBrI$k)HJz1A8omxrSUj&h={GO?y$m$;wrP$EUj^L$%aKX^!$;b6)R- zI;VrPVW-v*ExmPc8S2B;Tm9rchk9H12lc`-bNk#SJS&sBbwxMduR#mjs|^(yQ`@uU zhE8aixHJhP=cx@QQ{rD^$8~sQ8bEptrDp~m3x6&HIA?D#2?0bb=m7*cfYNd-M%2<0 zYrg?eQ?$HHjx_l3KqqDZK@No|5zypUHa!e?2+~|BZz@7|FFo?P{U0FGd3XDJdw;VE zXR=^H(~=Y)^6taV_MAa_{rSG5 zz~x5}%cg>{Z}f{~0Qjrd3INFzNMku3AVg(kjEND0!5DBMQ5s|tE+(b?(&B%-uanky zZbRN5g$zBucv;qS0Tc7WN_eid~r*Y?qb=bRfG4CjFc?fCuN{9sK#tx*Wq<=AG^wy!?@O4d66rSI6Ch-TmnrSROA40;$l5h@m)$&Vz- zH*6YjNf%+7syNmrgeEtL^1KcLN>S_>0tysH6Ra1k-IB&(O>AX}3;0T-JGFDY?>&4p z2Oc@7JoH>q^`(_~HKq@(IzF5p)~|Rkx7bYtJh-g-3QBp{r3Bk9!!}&DxEI@6Z$Iqm zpN|-%H@vdjI;xzQEQe<8G%bE;Z;(#w$bzyB*U)gRJKs*8-DSF#t-4K}c}EGgBs<#m z?#MF;7%csI6yNd6kW`w!VTNiJlvBU z4`;o|&JG(4$VM;En=X$t!%9nvScmcChYL!(4IZvZ>QaNI%FgFfkt9inppsXdW+_M( zIMbSYmec6&*nr0vhx2vvY2EE3ji>v4;iL4#!#{xM!IN1&&4Z(;EQw|Q4+BQkLe#3n zAQw6Y^j<9VNcEz~+&jTDR8(ddhAcY076si_AzRoNxzA)T-k8~FL6RgKGAJtku71DO z%$i$wv>n{I<4=SS4WA;T(s<76&W<}U9?~ytZ|W}BD}?w!6>hAW>W#TAq)ynE&fjV+ zeBgX74wH{OG6y2~c~h$!215F@nsFXcuitShdRKrxLbLMsoIKj?rOK~g?RdL;Y6KoU zSq7p27{l>P(Eu7|ATllqG%+AOjTo-R8%^t*AQVmg50Ct>=44o0Z9}G^5g*(hJ zm$SA7@ApWrDlu7Q-vf<4VWky?Y(Hjt)8O(!Qkiw{sN0h{mOx7t$$5R-7kac0AI=^n zX)MwwrWzD|F6*t($7eLO^=kBK*e)g=T|P8BFCUsI2ImbxXQsN`SFP6Foz4w1Gp{O> z>z->=2Zkbd_ER?}rI!zD3=#AU;w&s=L}DnE;^DYJI(BVbzi)KfRG)*PI~R^b%sGCD zAutM~9|NWo3ZNP!&K09iMN?ut)HtRq85L>x>GZYrO@H{FMd9W7T~%S}!AuER>weYD z-^=fw#3Oe;_%#}-&h~s~ZVvnI4X1~*_h~o!57)m19aa;ivkw(+4URTqUrUA#uDkGS zZ+SZKot6yU;X^Y#!gH3S^LK}r-QIX-je*|iVQ|Gz8nM>X1%jCOMCG*DV&X(QrPb+K zjdQiW@7Wej42m;X1L*yN#OW9bEF&lw$)v*ZOzZZzjZ2fL=4Db)xE5M`S3O&QF5s%~c=sjj;(|7?*V&?IcIRBc!e?Z~ z`r>lAL&T0BIi+)Z+90I%`7Gp13Vm6J)QO?-wbyWhlG_lMKrx+vq6}Ann4jNU!bw~p zPBtS~r0y?2qUo>wQ!ca-64nafQ+9{}bqoTM}2iI##d0%^vTq z|C9H;K}w#srzw5yuepW7Qh&o$?ZV|hfbf8M6Q;Um5J@O%h1Ln`j5<3rX+9&%3qQXB zqEhxSDbiMVY`d}5^s)ff>Uk7wQ7l{>Tq0R4Mgk2|Ciy5;P@QRAvEyW%u1&$jQ7%&l z_5F(>K92`mkJFo{K#ejs7m!_;qKBn*KC&Y7wycF)H)BUdFE73&qg6!hlN4miWq#MJ zhQlSxRd8d6ku8;Tq;$-E!>8@w_PRRSZ7>c{$1zpv=NBVNM0Z(T7GzAL+$2h!A24Lu zhpxtCS)M7JR^z&*GOq4iiAEqZL|Q-}r-c<1Co@b(#jKCrDvg7Mv0rIXN-lRk@@eGu z=R=k_2S%!*!;s}2EUQ97^{B2 zv&*YsF7+cI5Um!4k*bl#%CMG_e2a(!@|Q+UCvwEmlrWXaD!2_dxjY;ymeLv)Ol)6# zI6V$-VV(oM;{Ql}m1;9==kj%;5ULn4yPaP?$UdT&zT5nrXEf4=s33~6xw_girF2$J z+>v`~*H`wWL;6nS&8TR52VMXwDSg<64Cx|7TbrKM?3-vOpe~V2Zl1BY9Po!QiFjbb zg~q*yPPr2hAd^FYn@u09o?5A^MbAJa6B{SjYcydrrXRaPuD*SIdYtj(_i)*dMB-=q zno->GSA34xEq5{evXE2k+@UBvdbJP@SqaW<-G|QD%(gVmS$Gx+_wL}D39!K4&UMf7 z8vVK~JzlzGX;?kw``)~qrG!I-XQr=31~D@)4L6muC@bIs3&e@8X<;!`4zU3=C}h4^ z)}GGjW)<<%0sH^~SSZ-zF<}y+B>phU=TzI6voG!5M!G0{Zw&=M9MJISJKaPNx-=S$ z`sD4rX8Tq8RDAV1zP*HVu1^uupwz1(!Mi;xhTS{oxesG{9GBPYAZ9$tH4{v$v8I!s z1nG||Tof>2@e3f30ZfvispyCXnc@PB{4jAa(d>gx3|X6x-8~ogTC88RJo?_~UX$ZL zM;W~LA+^MGNcm*x(e}i;sdFi%$!GVrzJIH5cl*%x%AoE0BGRmBells>O+T5fjrQ3B z)>HP{9s59%H+FN&{=Q%y-*P$=Sf$a>#J<}ThD0Z}MKgXv>| zRIESgWPucP8t6JcBKDOxoK!7{E7kfQ=P*QbjxY3y`H^zi*CFZUC;1``)frZe%LR_| zkT!{$3q-%oybPZ{1`%r@ky9|p=6 zu{?yZ4}b7(wf8*4-{qaSY0|N`w^My#F9*x+fGG&Fb z#-GUIo_<~W!n|>_YTtDV7o_aXQzS8dw$)IZ!XypF6@|!2gfl9`vnSIJ5|<4@!$SW6 zVYh~(nzJ`4HR`POelVHwM4}0mS97<7oX6pf-v0pP?z#&UQW2Z3EbMg@6D6;{RJo{e zQ0wC-%#F2nESy>t4SSc5a-8l8VR}1ZpYu0jeFYi?)b7oqo+!^&7!o|R9eQO|P$TP* za~ZWCO@?Awe?i!ITR*fUTji8!kDhvNkd`<9IR(r#u}sklW^QkAJ*q7{gztVmo<^$0 zaIwX7p+a8MoMGHs4Eo3|w&%SSWZxZi3JjXc-`tsaE_(wI(#jY?IFd%qke3s_IU?v! zD`!``J5%9NwP($(RWh}f!SMDH@~UJJFb~>Ta>m%jisLf%s@Ybv$!fmWa8BAqL`cp^ zl3I3E?@WgCxVE;^RDBO%pO^T5sPS@K_f)SOGdh_eo^~Qw{ z3z~9k0_Z#oiTz_aUolraUsqVym;ON{hM$i`>s}tme&gZLu^qD&4d30KOz(rym5n6#ncmsxZ?h(-HD$^l|t|6)B5i#$i2S1XsUAo;>c#abFaA1el4DR z!^ZMyvDf|{ToMlilJ3V&F@JO7%XRys-aST-kO(&=l9nZ$ql-g zrL8XNp)L{=FrU%S{p6=JpI0?GbMKE~>>b5z?>0V;Jl0vPp^rRH`o8SG`qU+?**X0b zed$a2)OU8Q7)B+>W46L3e>UUowd>3K;D7FoFR%!2RZ(p1grGGxCbM6INkL^3sjO8f zZ*cNH{;2Z^s7_s_$}|hTx+Z<19=&SNBA0mX z?e*k)w)*KEQj_X5WiTo8Bj;_=F5le#;z!Q#cE&okiO80dj_9Yqx5N{%)(v^FWkWm& zwL~i|VV$YpyQWe0dm_U++`fg$8_-DWw5({l|aX0w95$4(ohf2X|b2u`zf_L?0} z>}iB1?VA-(_TZR|4>L%ZNRk*N#Y_Gy=d2MzTuqqpp<}CvtD8ml96FE>7lwCQf;FLgD&};DLw&Hc3)#9c4vVUssQgk&b*X;c{!}aEd+g z{1fl)XLAYR(N7a}*gcgv5@y&lgF0u{x%?V4W$|~{XCmTRN;|<7KfEjY=f|)A_CDY| zTNZguVx)S;?aBpdbpx23`ATE&7qo7_jIk0`L&1u)gb_W7j%O+EVjK!GE?4uTr(}DV zb#yXl?up0EMyl|&7{-mM)vNqVl@KE=)Bwi(632tO&FoMCF{x8G48rv0rQDqkt+{^v z$9Lkhhfi3ugI7ko?Jcxu_}Za-+$|Y_&SY%F8&%r-@ryX;VdiUn+|jc1(YS+0wOfr* zZ;|X4VeY+FZ(nY&B?A$+jDzw+F&8rbpfC= zdySndCYS?h1-zFvXY?Z918L8oOEeSqOGSNxH3H6F*5@%_TNaqA7dF5&qigs~$KWCW zprD~*prNCpVEi9a#xn(j@R^T6Kt#`tNi0Uk!1bQw!wb?kJfdJmGNxye2Jo5Kfr5eR zaP39-l)cSeb&1Aun$O=`3-4~R)sgUw*DI-vm3{0J$e(2zb3@<$OD=cKK8|#kUZcMK z{Y^7Eyzg7%fa5bR?I9f&$pB(h9Nj!r=Cg{k4%}jHu5Xk{e{i{7a^Cg(; zdN*M&H`JA0F7j2W&q`NWA?OjoSHK#U4zZu1>U=wEB{WO2*F0QdH7VaisT>jzzQkTU zvuvf)1I78e^IUI?K~lFC(RJ+qx*WBb`PyPqGG-yYMze!c zY)J!yu@w1XTOZpk#b;N@?o z(iX&Qbx~b(Uhd*aeL;g7Qa26PBWT~YigBn6k>|qfoyUE05`3GWl<$#N?YlZ7s3^Wh zn~AkbU$3?cb#pCzp+62P_6Y7<&@ zE)D9uiz58J`41q?750igSvZQ&KRSF+s@YbmNsS1hr)pASAltYSOn>wDCXltG**rsW^POP5f`vrWCJbG# z#jmhC+B6$YSFz+`2|1VjZP|S~1AL>2nawHrec&`J^qRh2T$qq>_jKok_-QzO(^`6t znL6YS-zRCNe7x$_5Lq{6pOv0^oUD1kBua@&h1eey73|J8Di8!?Q;*D7gh5=I18Ux~ zE|nT0Il~m;*fYGG*bUQG7hQcRZEPZ37)1ct!tr2wVsoJ45K5bTuj- zlk4Bsw>8!t>WpsCoj6Za7Rxu76*}?7LW^$n)CJTbpom}}$91mO>|nhOe&5wUIAfhc zdO0Zuq(@9r6F)=L=a&S@`t2N2hvEgJd|$ebev8`IO4C(=it(iK)cwY;sC!jd+x!;> zfp@TE^Oiv~b>>x$UK;=ftM(gbDolCb;@PDp46}ZY)&3=rM;#>9$i4OLD5t`-lsk+Z zufUadbX|^BGoa}PU+lYq^ye&LFUMdpk>k@*HB1YZu>i;rZ37L%-S$HCItpTKTlZ&I z>IBVSd5HVBxVo6Yu(=l6ah|5Nvh?~gA*>BVHDA~j_qH%>wUqC5L0#xcX3Nrdzz9y! zLMx1IR{^y0ftSVD#eYcl4E|s!e4L@q4;m^IG)5J(1rrp{9D>BLd9Dk2TFjO|++qaP zMVeZ|hD|ms`Ab|8N|qW8_(w)J;aL*ZGVbUcnv~Jfv;omYLE9pn_YVe67$l!A0@8jC zuqFyZ;SN_?Dm~ofD>IwCF!*G6e0QK8QcM)sPR!D_TQ<2AnW!LE!SR;*;?_>dHHl^b z-+eL8vqyr?D9rx_>d!0Kp0R7!56H5*K%|FDo^lTU(Op^>a97}LS`4FP3TV5`MnMPqU4UewSGu<*(Vwzo{q>M)hQPie( zB@pzD46vt}Xs(00&4DkTUL@?ei7)guHOn`~T!=W?FT6JVL0)H~ugbcyY!R-_*O@L$(j<GWvl+e$y<8 zIs9?sBls>{>q~6n&Rc~ouC3Az(YEF(M#u^${K_?+k@rY_8kI|8C&9cJJrceFkIxps zH}UT9>zkq({^xLJt!_XiFicWnaJYq*nfd%eHP!-swgTo_b|3(qRH0lSE}8q2jcbt+ zVWVITb;T142Tz8R1?5P*d#_e3_h4%IM#+|*KPG)a491RA16rP0Qh1e=a9%?y;E|!4 z8J0$ZL zwgsm$l36UYY`O)frY6-Y`TmD-)UcJ>#ImiZmeyZBqa#S=kxB#9dnKAbGGG9blWPdXw@iqEc{O2??(n&f=Ul-J5tJz?Es1nO5Y1H#WM(7aO6n<(>ljSW|6RS*9 zQpHo?3K9+8MKFPb3NT-kPqGEo@?jLXCY!mcL+%A0(gpL`b!{-m5%9-7=oA&4~G0fSDe5clS&;Z2h%;81W#@j4A)y!w|uE@ zu~e1x!=KH+d&>uoRVaEPgRYif$qUJ!30`BFecaEr*nBp7&{Oo=zhVI z+nS~OYzqGX@@6akIU=+Q3E8-|7om6F&n5%4Uw>y2^Q9nCWtMG|S3_6@Ft$$s% zbGqhA`K{H|^+VHopI%Nw@!RL!{|6Yy@w%jME)#0c_4Oq8#NvPfMOkMUCzh*1(~`J( ze{f@)xPQhCum(P3ZK+OX9S9w=wm3mY*(3;?IPHzxVR0g$jNrR~nPqI=^43tJP58Y- z>C{Rr&1jI@(~zMZxqosZKXuda=-27zFwGx*L1nz6zNzrB;nFiX>aOTO&!{DpWD0Y7 zw~&_?K?26}r?e6)W>$EGl9YgoO<*0={;jrraSF&ymOWD>hnFBVYM$K(j!bI_D{1V= zJA_>wkC!G(24Tmr2K9mgyxL@-|>zTdY`HZjFjLYhai34Vkze;>&+Is6%O)r zSuXyRSHLEDlavVL#RO0KDd;HMWRG;Axa&Z`_w3BPs0EHWmUKG_l=(Z1JCl4v^k{XW z<+`k8e4i`U|4c^RVsuxZtPuS1q7}m1Dmu7*H^B-i|FBP3f#>t9P-8Hw>L0*7$YwmH zIiI%?PdJ8zIbrr-c2w*Wou3X9_k zv+|7SkYi|xT`-!H^PgKqt7}<-L7=WZgko8UCY83l4RW5(XDiLE0Zo#91~UcviT|XI zl&g*fhK*4IdCSiu_d{Oc54zMJvfPyB$yy6~DIG922?j8R@S9qqBIu}GC%qZ3hm~Va zdi*{A%Ld>{)Bs*12UkAfrGaiT3!-TC5fG4AukwaGZ@H?)ttm^{JJLCtWCky>fae#A zl_)1E6!V>7bk(|2hle;Bi8gS2+k@Z3s6>XLF*nT%fO5KilIJ zC2G}BM(f*ckD$!OKp6`rl~+rZtrK=5ra(%Y8J)kSX1!Yls;$YI4&c17V?KZ7r0N_{ z`xb&PKAziT^9$iil4Gi3z3HR(f06|%u@m{IjI9Rfs}q-D+gwGnUkO?Z(V%tfYII5L zCOD6|hsBz9Ichpqn(|326wc*QbtETSSd`$z?na#c1cLWb`vDTs)ab~Gfp4SMK4TY5 zXz81CZjy~o*NTyxDJJZYruw4dNjpcxG|7^?+p@RZVlqEwlk1ROCoehJzCKSMD`L9L zSOvZ;wC$tLiY%;}q1HmChFLC5;w+0gU6na3*?K8+K{|?0IQEdNeV+8>H@{WKfufsnPFP!($pmWdKV>z@S4zy%%Z8>2?<=>UYZiG zn^bAxL}~EP0mm+s!f(n=D?3<&=RT3S{sp$i(A~ZpSKa&Nrjc4E<;p{ZYiPZ{)nZ$V z!E4L87YnZ?g_NhYqLS9E5t%g%~N%B{jM8xNGr z6bmGErl%AZJ|BQOTDkC>>&G_p)jpMH@AvCZIoR{sGJkom$^Up7e>?N$Nouvex!^4u6tj6G(F7 zt~qBP)}j9cICzrE4qgOK9bQ9$wp?p|A;;yhlT(IB#oWKv3;qPBX2d zb(>9<)S#K%T6?>#^ZSN*nlb?`l~6%~FjOgn?-JmkZ3dx06E*#YEMfmE_`NXJCGIv? zL9dL--r_U=H1=J6K>anO##HSusmdb7tQ#J-ZQ-k)A_2lO?1Fu(JYUsZT)4`|!IF~z zmu$uQ$xwFsVQqyn>_>6YQuc+K)K=6BWP+>S`#qeI(O6{kfg-UgEW^aR*i&*wQ zKzCU8vS)p;RzRZ_Vhc-;HAFUG9c%Njc|DHNeN^Uq(|PI5+uJ1If5fJo$1T)(OG8~{fzVP zNSRbX4T!wXr>cOegfdb8SlVbxRR7_D`HawIryY9`>?5y;#husIM2FV$$J9nBm`uFf*Am~pO7nn6?Rq-!5W_Y?OuW*}Z!k?>(j}RIsorW*X3xY4&x_du+t%K?IX{39fYTS^MTnOz#+!>%Qb zdZ&1*nbY?1SN-1(x6is?e~Jg%zCT~@$@}?ddyC0^n^RZ_PhG?$QH0H+-Z8CduX(G? z%_bdn@{7%jYg?bHWNcTb3Fbtd(^?GVpL0bb>k z-8#u*@>7UhxGjEHmjbz?+HBhy!Q?)W z(bJ}!w7Q^9qW;vp3mZ!V-+rdPrzb>Uc3bTbB&54^MS#LvZ57E7mrqPAJQCy}-K1DT zJ@=%>(l)aj?`wZcVoqx9ctAV7Dm=7$Vk;PtZ+{3k)Nm!c_n1xQ(AW|O_wGP@z7>6> zN$;e5se~_BxZ!wGZ|6gB4|zC3Dll+Fz$$yMs5<-4MmLbvl(WV@ zWwEJzBr8{3OYLNl9DAvVJ$>K4uNyww{tUnkibK?$Yy(IV$*jb~<0!+NXTEALmvyCx zcG;=L>TS3I&%PT#4y$kmKmnvm9d~KqR~$8U*MCWJGnv<*DL5~L_pF`x`Q*lHnS%sl z`rn8ZFIhV@0I?yl6>uwe`J4hP*psF5I0X{^;Ty4cSPCQpVT$lFA@MAwtDMPaWv#C$ zOsUGhu7egU=YO$Mg}q|NySMU}nveL{A@{-SMz45)gK*0`ZxYvR^E<1ng1Ydn(r`b5 zgd@M<*tpcFzOL25@moCX!>Www2OP!C5-`l_#XIE$%SMjw@mdb>U?ezPhX*`$=pHXM zCpY=C=NDzezS6$TL03tQnziyvnl{FXMAhDMLzq?|Pz5_h{txfBlxiH}d{&iC%PUHFEZ$PbW=cpDdmo8aiBWQy8wc)AMS%vSq=9jc56+QehEOoQs56 zxwZ^c*B*Jnj{T9IpVGa+jv{J^^lf6FYFaO;f(o?GYO#!+vqW5ZDnA=VKc{8#G>8=vREy!~J-YBMAR<2^k3)0e`w+1slMK&X;@?lH&#{(I+-#GOy=Mut zNMuTcx6usE-V(A!jA{*|svR1y%`G4!O0x%5&z1=`vSW?N+r`59V8r0J#0GFagtY76 zP>WC}!$-J0i6uKe5H-7SN-C)!j}2(X>Uj3ifL?KkV1Y!1XsYTAIQbu13R$c;xCtrt zC}OkAOuejkB{@F&W3CmzWb~)ULeZ&%R!m z9GxM5&0a=g*Dh1j#5-A2!;k}3Y6YLXa=wqJ)7ynAF}J;RJj|x&L3sLCQBMd~Rl^0) z^yyMKt|(O!=t%ryCD=h2ZcpFEq&zn^G~*Knq@Od_V?fBe;`z6~XCAW{@4n7WmyJ8u zZ|cpfm~^jDZEtn~nH7+L)BwC8vIMCk#lO2p$T9h+_0)N>xLWXY;v87Ot7@H_I*pm2 zVv`)T)Dl;K!CY1DDoI!mbbE#SW3p+01B*CmKO#qNi4!NmO^mqJ9ux@ib=uDI-Dizg66EkIx4S58MQCUvtSwPx5fCmYgOAo_X3kPX?xkiA#? zHhCS;5|^bZ(_9Ak@61v8oK4HRs?p+__E6rwsmNgyeK`OFgH>7ncVt%Y%HUCaiK_r{38{OeTCI2~ z1zwS|u72TMB0{+s{y83;k2xpVJJioXcKGM?%A%rQRvEV}u`j!ge#`sc?rb!tGuG;&lm6#^GcR6i+~ zFRJ1%P-&dSighz(1w~Na75};XQpPe{3*~exQWjEEfTJWPZ(!RrI~^gGbavJ2<$Vqu z3pc3iSacFL13n=~y;yWfyFmTHhsmt2%-=qV+HOY#4+J$z6xuzf7-1GHx7?WI3(IQD z7+C#o5z+JX@rolJ)2Xi37>bHqC9~?R0od$PKgEsljIwTMfs_mtX^{+-GzP}PTRv%Ac#`c7JbHbHp`LHBbG6?7 ze9L5?aQy2p3HbwzzvNy>C*f{;4f|>^`NEF5edM^D^lPzBhO>-;*Pdwh;bL9aZ14^# z(qH4RW9U5d{Dww~j&n|P5i22qUtHfIR*5Qxkh)1@Z4lHOKSxK|!&c&TBXVB-RD+{rc1P z?IIroAs3cv0q-VsAxbs;uX;sst({}gy4+-jg4H}PcWA=UczO@ZU|~P6l~~Mk1vEzp zej%n+kpFSCy>RkbJ@6Dhrpf{vjUHBgBwqpL@R{F~fmQJ({8W<6TQ!pU-kA1?C ze8v<_@w5B-xRR3&zX+PHM=nY8^256b6^Q&-Qjo>G`pUDzZ4hy2Bcjv+f11DpD+k+W zey|Lv_L9@GNGDNvZJc6qBy~W1KAo`*QC71ISA7Yw!fc?hzhW=8B4MUiTI>_c9g&+1 zS=XiC5v0qJV_)ij!^st;s^`znc-$4V=EAI+f-&Rs+-WTXWht?iaT_G|zLCm{#aaUr zAen7ahWVz7O?a3R7O4W6sNP4CC9qrZHP6Y}zO%ZPIpX^ts@^g#s_qLLMx~@1k&qM^ zx>Gu2Xqcfv>28J;P+;hWp>xO?Lb`?!B!^C^p`;Z=Ktu$5x&QC;e0a{sIrH0RpSAb7 z_Nr?wT(YmkVI_6-+%GMUy+W+GR~G{jZu>kgyf0Cv+S3$&&7Ka>#f41vh%Oyrxh;NJ z{art1&^ew7`r9EDKJn?1qCuM!i~?U9gG~k8lSvQom_qy>9T}4=J^ae8%&kyg-g>eQ zFQDc5)nzv?jK~3XpeW{+we+Zg=9P;P3`~6t0wXSn*R8m}BWq2}ZpCV;1S@Bh%-%~| zde#?3&x0*2_?(Wl2vFOt^mPl%-AFAHzIK~wRu<7=l`1}iT~zwVntb{ za(nTb$@D+F^28S%1x63;b!Xe1Z(29&$Kzm%GywMHq8BDWZH3t=4Uu8Qzy> z5qwHE`ZCi6v@Z-Vlyf7N?NRNHN6h~wm;a$ zw?8v0FaFaFT7ubwIeef7WwIey7E*glQieRU76Kh{CTe2bma>1ozhX zw7HWRSWb*~;`22DmQQ<=m5REP<%z$;sx~}bDAQ=+PHT=Y7+Z$>r_%!Lm3T&O z>&Z6-@X31X^$8;+-0E5?Qy{u4hn$isx3c`9lv&jVub2@Al{EaLy#UZYEv`Mb&INbb z#?mP_bk(w9_lm%I(Hv2qIs8mpYkTTFx>c+N%^wwDML=x%%Arc0vWpy_@e4k=2+oK# z%3j7^IC-c(CaoPmNg1-Y9<j#?rnejnKu(n_tdhK~9QtDv>`QlX_^k2plDh?2N2&pPwgE|ioo;ENGxkQGFNko^&2HKCLD&7APidsxZs@% zk9(_h&TQqL9@s>`u}6{A-ikb^!mwe-MS$@Eg1g>zfNL3{u+~%mu)!_>b0@`7v&LOF^ zt@T1iGr}wLZSjlCP#t<0(oEd2!YA)X=$n<1n+A{ozXG#TK?yfh6Jv0az8<=nU`*s+ z!}(MPKWDTP&rP_X!cb6&A!x3pvZ1nYh3scHoWpq?x;+F8*x2D(_3P0n^CvAXc(cVilY=!hZ(HQ z-r_EJBP%{ov(CPxEK$-AANMuo!vf-augwm0G;+Is}^5_4!OEO58vK5A=xpp3{~mpAe5aWg zv+|dPCk;u2<|5O~8jP?V$h71BP1>+0v3B_UwR7}Q4EVvEd*6u`KA0UinA5G#S=8H$ zTl?*7)_f)~Wl<%jlw%M<&!-8h)A*9$DoFynO^Vik zldd`A6*bi>XXcsx?y>ufmA!QMJixGVM^TR<=D7-4OEo9=a+UoRLs`QWj3RzjXDaFe z-ant|IKqT0fW?u;;E!DhgPL~p;I^@)fCX2ANY>cQ?H1-k6*!P&^&xFnyb|*%?}$08 zQU-WBdI}`PrdrL@t1UR;>8Nu8qEPNH{r0I&j222BJ?Z!K?o$TXQOz0SJ3P)&E+WHV zeYiR{Xj8ZEFo?k+Z_{t|Hmno%1pUMEUF3niAO~>~evUb2GJ422@lPRhRo!QId z?RK}oKq(ZY%B}Tr(GU{f|5M44Su1Wwo%Qns5V;XqHL9kw2S8eXY@}6E?-8kn2bCwU zb95~iYKT7*H<`r9&=>jc`MekDV)O07U{%t#PI|WZq_(Ec#sBm>3R}h!ktFaDeE^C*fXG1zu3Dm%d43Cdlq>-SZ7tRjc!Z69FLr-`{46NTQHcaIV zK_>;CM9ue+~#E4NH;v#rj(Kh&$;zQcb zt6P}}!;bOD=RQ!Bo(vAxoxcI|cf!c56Rp3C0l($H%(nyf&yx~_rfR?Fv^s8p%N0D8 z``Q<#CiVtgm!?g!$kpz%I3vD%exW`0L2*3OEdNA%T?`lPO6x3E=R#F3hVnwLD|L1m zWf@D>X%SXBZ|}g!X0W*x(T4E^)?%oEV`f}2ja}L~TECTWtFf!!ey8RiAgVw>#a)dv z=9dwjM@=~M+Q<8IRDtv{O5q!_Wab;vLp*1%aCz66tB~`%ltM&rd`4s@zrqd(+Ncl_ z^RT{utY1WCod;ZJ?}46^YMmm;SdPhwj(^yWmHGfkffoc z5Zbg1i<$%&qmj0;wndt+9(17GNxqXM76I!z5d>8 zrbdo~d#p)_khm`t_@vd{EBv{}>k$1VXVA5iN$I3O+wyr71ck8ulEv3_uYz23UNW&< zbADiyWSSv9lqYdXQi!7LG8Vl zJ4+3F)T6e!UT7iTIj5NoWfKnutJX{8K!y@Z1uIJl?eY1{z`z@@Yo|#VrEeUH;3$s< zP)IgQ2d%NwlM+?hgWU7n$vj%{EB5xBp+*qI_PCg3As%vQ8s=%*^I%qdEynhHlpjTuFm$&&F5VS2bUO}g&hx+qhHlbfk=_u!LiL<$Vktkn-x(FJLXPx7sOel?|^E zuL&?X87PYKe=yTo^$BQyCUdU0o=LKT6xE}s23%&69_v?{t2M4hT6BNw@N;&JhsjLMA0F|lZ0DREL=>zi zYb$s@g?i;-oYwl^nP;dKuGQZdY;@JkMklP;yV})ZbQ?X@J5aAG=cUK|x8POIic|!9 zLY+s@+rs#(+9Cp|mLpd$xxa6Q+RvxCTFk%ds=K+@QGN7CL>oe|%a< z$b=hJ)G$|QF;HB-*~Wft4a08_uoEAZ2~tF7iW(ykBBnIkMqOo2FJfoB5cbvHz}+>b z;zbqkM}|!@h)eWB+?!#^!FkfTG7Vji>Ayrd1q&8R7&YwjU(mvWcbzE1mvn`OVmppr2`F&E+B*o+!}Zu@ko?g z0SNsy}rhIieKt0h_ z5-fgos?$dNvIxd0!FIMS3De^Lheg=yz~OKljF@|Gg3=APQ`U+J3C1xHXCR3JnEuYx9lqdby9Vu3Ydd(t6oVLjUvTZ?XgrrqpNYM5{CD zQ9hhLAfzb3Lh2uu9RY!1;OHI#$RTAOo^5z#|7kdQW12`ZMsG)QnTF4539m~Z?JMOH z#Zcj5mR3GctPtg#TB;5wnAuzPVWqBEH0Mdq9+tl$lF)M%9Zx>|&dHVe#raX;XQkx4 z>|d>mt`^6caRdmh;2Moq2Ipw8q=jO26XeLM@xafQJG_BV!wt1Uon$b;-uHSIlAi4XohIrq@RJk75LYi;Y?yjtTRFWHii zAX9BuY0XS{hu-_A{Yo43h)BAV~@I;|^iOYOl+J-(3^EQ^vd zpM_-Qb~{ti5cA5jCi$Db!$N)MaGmqHY&=Jux%Xr1qG(%9(sMbHKRGKbSOt&yCQ9Bb zuzaGUsL-)x?l7pp8SvQ7Ni*KXw%c@JI!y1nwoo=pj;S9*0DlGi1?akhFApWd2j z)#|~sU~}4CW>5Zh&%WdwHCHTz{O=bVrZFQXJ5@YB|H` zx=Hhc#G_8y zDuLO5`o|42fiRxY%Z|i&=z$cbJ^~#j>J}6zm8>tk^K@+d`sU)NHyX5Uar%;c-SDr! zOv}v$GCy+rCl|iT2|#?5YA#{nbV?wlQy=*^xQBXaV$fNy8o)UStXyH+xVpIg5J#k5 zoyz6$K?N<_4;mh;N$ePf(Fa|g>pb`__5f?Q6Y94kUem}uFI}WQR$bZ(6}jB|e0{Nf z9aXfii~v4TtkB*3(NMHd)SO2tICcN;w5O_0i>TaP8p>P*hNMpBxq@s{#vW zxTqv7xTnaC`u29-98i(ANE<_ilYO%aDj1SiGR0NJMybEvr!3%KrpBs<)7p$mQ~P4H zu26`ItMTft6WPK|2~C@-k1;;l?N};P_>s87 zL9nvj7X=*R#U5Z5C4ka-X|Zz9z-fODOA`~2?JbzB1&0$2 zdb-$1Xigo2DnIhT2!SkyE*@wYs@`jE_P=;kt6pba^!jBs$Z+r^xQ3}J>g`9aObJCV zojvDF^9F-BmAzfoR*&zotISIDdsEuG_=>ufYqvGq|FBx(R7I5%;Xavq*PW^itA`4u zT{$ZIq1eENE<}vwmZf`)#TsN2l<0A9cTM;DQl*}NaH?)#z;(W@)q61mEb^#Z3c0ag z2Q#nL+5hE|E;oy>Vr=d&jy*&*$x`DA6BS)-KnzYdT;sr&!VvBG94Ne zOrI^4NgJ7_E(8;4*%kJ_9DwoYtjKr^R$?hK=_wb>G6&S$aK1$#o#9W?@b|@)qsY)I z$59q>qs*~7_=WL_aKpB#P+S|kI>Jma;vd$^1Jj6?9P9C8tpAus4~1*7{&zikU>cE8 zFe_lQ2vG_u>ahxo=)d)*Vl((3%jltoto);YSa|UGsd#i${0+$H+ZE6E%^4Oi)33L3 z?XzzT50+og@Um>D5P91_*A_Syjc2#vihr4*$VG}jbmpQ0CA z(Qnf`ZoZsJGuc%TP@Q5}g zkaIYd0mF3Fc;~V|uqKyXzN=3*#-k(;Q=>R3q|#TV(l>=adCpa)VG4Osw&(Zer8ral zVT`>gi~Ykbb8@0Xc$1^?tuAb~tC0AG6bqsBbEZLc2oC7Q97q?=PVu+=`QBf7b|$|8 zQ8ZMniO}kiL1ynfluO9PHWAj@$Z;IeA}yv=f^>=l1;o> zMlV%B{=AJz%jX3xH5_~fy4GheE520!1_m##A{)IIP52dfJ;NRxlZO*>k zT^by`&}tf|SeP(90>xlbin{k=_yok`SM2kWRMT{nUGN8sYRfx+nz9j6pk!CM=A1=~ zavIW(R1#U^##GIPgczD_E&q%=F!2{nfcd{ki^g+MXT1b`kX3(`=u+gTZ{ac}W6Svh z+dJc&|6bf=&vHes>>n1J`)RMXd-ApR=YAqp*@EGBo8>@2Zzi;`ZFr};T_~Z+jMWlnoSYU)9O>?#K-Qa-h`%y*{;Yd8m%19K|bixrbZK@-V);21{AdpqGfU9-Rji_$tq)B%|ASC z%#ngO*^>BmCWMVROnro7FZNs+Mq-?YJ`a*jt6q|7T0!LaUeo69$u{~1IZw(i&zvi9 z1?j(FXFSjUmL*W|Q8b^1_|L1@^!|HlQ=#-Ra;47;@;aKh@wE-IDH%1@iI!cJuuGZ7t+_|2#y1o&TUB zyqJgD!pBr7#m&EWr1BpY>z?kfF}vYcvB|(*?Pu=9#BQ#R|NB|44D`*GX>_n|!Uizh ze3|y`UAGp8P;kH<2P31ft!edX)748cr`iVFO4)Vr+?9~M*4!j-r6}57L{n5mS+wla z1eYt!H?P&4y-6vpCNwGT7YA>TEVs+S&T!%Wu)6zqH;;=%_Zb-AU`je`I0{AE{#gFx zQnInWXQYvbjSL66|nQlcWQLfzh`lgv+S18r3edq(W$IN_A zF(-e)@F#HW*9)y5?o|59&IJ2|HC(;#F4BAAvP>PyOix8Xxz9{s4xQIU{y_1-75k(; zBXuHR8>^hKtMu+p(AuuoJ(IXznVq#&K!s&IPeN>$)m3e#D|@X;_+0wWK4Qqptg8RF zkZ&t9IoS^66`S=WtW}}V4D+vxcSKngYw4J%-mnC6NKYe_P3cwn!$t}TpVObaVg+Q+ z>JCpx-u}ph5E})$Y|d#LqRAKj3MZE$#|cC~9tly`pm~5NKdE z=E%G!3&*<%H6GZ+ko|1_qbr8$GMe~Mx*OAi6=vU}mHtB{{_*Tm;wx2ZlDRtaeHkS0Ik;rbSMSH3N6Q@uVfs%Sa==)l9MA zn|X;%bqS~BnSWT1h!bA5-yKNNi<^iwPqye`=4;{N)xPj_$F7fYPW}<2NHa71xp?B{ zI{MN#uFm$Zf1-~m_RW6TW*yb%kitDl$Ztu6P2H>8f|?GUdJ5CTQ;waIZGdPRU=kRL z-eQNMkMUiO%U9o3kp3p|n8Y=ad7EZwO&p_*5DsQNpkyDDaH&z~}{t2bK(d{<{>co=I@JuUQ&+Xz_~2^^c4{(jytMM0`PxOyfhShp zDi+~dD5>b2NWy(f_~WskxfLsBiQEL6mioS6mDV@pAqZ-UT=XG;neo3-RXYiT709T^ zs+s@8dfQf@j+)fx?b8pz4xEqaFk3?=y=K5Loy$;m5n|KNi#A*EhT|5IDIBNQP6j;YyNN zkMa`vcdl!j*5KkWrR*b3Tk6-poKjc(?eWnuD!+LRO-yl>z zy|jbDh^uf_mU>Sx3oYr{$9=s7f1 z>>t>^=a@rxzhLX)&C9>)zEBh|R}8|^d%9FM_-9S}rl05^Q!%cN*>32(APqzu&Aemwb<%*i;J=qHx=+8V1p#G!kem>m1rSmpzg`HZ?Go7w= zm9-CD3(QJyV^VSI$xr^x9>O)gP;6>YtX&oE_g7PyU;d6jqZelBb&6aquA{vMyWJz} zmcG{=yn{($p7zwIQeR{$PBS1qT4g@trBA;4;VXKz&$Wkn)?s~v$VgjuK zYE#~9h^iSNN{1Mf>;kL=R#J0>=Amgorr@B8Y9%C|+*t4YWa_ho=!;0 z+h+I|_!HPFNy4i%_@rZ`m<%wg?wbv6lHM0;f(~I*ZUbTcX_D8fx2LtJrVWbZp^{e& zg`%=BdO#gAvCwa~&{ojq?N_Flx{zI&VT>;?I5vR;B|Mv4DFE@Pb{a;lAb>&JZw_g*;Z>ECqieyPsYJ zJTx1F6{^qh%u;gd$C0yd5^XGND>QxTNROWyPW7wtbB-du(UmP<9R5^+x@h!oZ72|85NTQe-MruH+`fXO)&XHTemI>{et@qmDZgUR53tu35Mgd5&hs ztkAwCkm9m~CrCJ{AXx`$-fVbkXvH%YIGoIx9wz|Ri#z!ko^Vq(%j5&~oP^N2 zOQf%QxWKFOVxIF}bzyTQzXx8q*ZjFOJ)tfF)EN&Xc2gTR&mg}K{PuWKYS?-S;y|M~ zuMCa&f)jSW(O!6S`Sn}905jkPT>gFVg?lFo0}&X8h^1qk^yBtX>qUbdn^^Kxl@>$Q z=9b#&JK!=E6%rRZ!vAfW=zsxzutut?mTB>uPzZtKFRb3*g4S%_n8ItW)avxU$bOhI zy0}_f)WZGcZ2nQWJHg)QXE$eF=^dt55kQEZmir7J@e#Qkwt^}OjR;0n_Gz8L+><1RlvOYp3^$|e*B zuzNj9*tJ9MSKpzI^RPaMskn8(LYNyHHoV`s$c*n0;e+_DiFQpk%Yk<{xegrLUiJ=|?@v-k7Dg3V(=}zc&4IB0B}}5jqg# zY_i_hoeio2G3&%WKVc3nTE0P^!uCMpDn$JRO07n{?DMCsPb0nYuuJ$Us4P`!9}A6+ z0iR;-UR42jtU{I_It{H*FKU-H>n*(-wer7uWDk*~h#k`ytzXn-t+F8lPd`=hv6^=r zS9^k7_5Upl0cb1i8ixVlmhg;AFnw7%<}E>^bf&93hXPXG&n*tK3vP$l@-5e-1lQg@ z-Fn!>%ZRj8qm$7o5~P=U&S85YBb5p?^~MHa^|l!_AkB^9sN^5FM^@@cBcH0g&%1L1 ze>CV8jEly8Ma1+3b>mLXFZx7mhfgup@=3)=#Z3OY-KJCHOyGPk0qk_;m-$u9ZfkE; z@^SkY8WTvrnp9}QeL}GLO+;B%Kwj8bgTsS=3nBPq)QDzuQ!Sz<5Mc=$XM*=|DUX1(* zaO)HJU;S60)~(x9c1L&xZuW$)o)776+21LyLC>Rshs99)B-M_OQk|#Dz)xU#WthCe z449tUH!*E?{vk-Vx<;wkMzyl4tJ>_b*md&YjADFejpp}~g0_^ld$ei<|IVtY+lQ8M zuE>nHDjByn@$=0HI699DB9toc^jad-0iTpp7&rqigSK1lRQOeyH2;>64R|ipZZR{e zY3qw?(JL4_3H*}bm@JQeU&133!lN{9MCTgO*zi+M=qk%R#A*tgndses_e3W17dUa7 z!Z(=8T-f)=u~d?jxU{NWd-`0fE8@z{j~FXa zhwZ%UVVXAy0i>>H2L!y!hHY9;3aKWj`<%K5r??0!PBEl>m1E{hVbi6^^18}D&^67s zMuu*yZRI#F2jXVBvv`5Ft+T2n%e@oH$GnIAxS}A5y-y4THUZ(ELrq*2P;aL5`t3U{z_EX$i^Rx1j|hg%ddb_ zw1Xwp4{C(vHj@Gy8(<^s#Se(^HsStpqLRm9;Zg7gAKr#bi?x5aX?=GWWA-o$3vOcR=^q6ZAV&4BzWC3_1$rHh!fZ4e1;Yks% zM=p+-H|^*<7=?FD)K=KP6VupEEvW_*`XQlNg1Q(8rSz9b&FZc#3Y3+{Gsew1*NBxq z*rPG>d<(~!y@=;kBB5SO-;V;6A>Q`Tx};fy$RO+K7w;&ey-Mu}EzOQ-#BHtc1i3kYSg-zWK=nGc36QwZW(aRtaV8V*| z$a>m#<&o(Z7W|h|XS{WIuH8+BwN>q9(@@DSYwY+$@yRVU0R2&*1P<<5;pV~>mlKGu zZ9k^G9#a+W- z2}DfTkv+Fuv`_knRbg*_fTebtBdWl_jOfb7KE1D;JHBB!`_%#KLY8@$FDl1O0F1GV z;Tz+r27&&=hl+-D&uh0K`q7=X$bfKzdvqxK+ftZ*1XVnJb$MNC7pCyf4$}8v0nO@l*I_K#$a{*ev zMMlN1#w5nm6i8FmhGR(^&jHL=|A5#1ODCX2GX{t6^#Nhxu5vFY%btvYTVzEz-2RHY z9TBdYtcaz$Hc3KDjiUq&BTr1##fZpyN-yNEx1f12*so9gm4VV5r}v##;bc+!1w)dS zJ_H^a;pSaujKAdk`Q4&|K+t4T()-rozo~5xM;DkK5O$1D4j-FoQOQ?i z1Y$lcKH~`pyu_bB{@`2D2Lm3K1J-fLbYZA3lRIHZ5+Em*y!p2P&5Q1Yn-U{qnZB*Z z3qkJk1kP%^m*brp>#CgycdN(_-3f3V6;nT}fwR1fe2HiGL8 zNCIZ{6)WZwl#tE6P=7_4GeWhyZT*PcI?rdjfGYp}{64W!W{0>ss$@kHCtn|H-Hg1$ z@&$;#h-}v7GzXoS!EJ-^bhaEiBI5pw!Jla|JhAFNSqc$wmnz2NDdxfJ;6J(^s$N=< z<)`>m?7;f~$a|sZqoA?~u@p2WtSi(;5+eN0YW!W1`CZ(*s15Ij_h2V&aW@|*@Ux`J zHaaP|saMtG21pXyIT*UFrNU|Fe)`9jkeCR6q5@bM8Pg90gj`$(d%vntN44A~oh2=R zcN~yjb2->xqoa=N2zeflF=H(7XF`x5G4Yuvth!tObtmSIsUToQR*fu}UcrDa6o>JugE9?yL4S&5u3na3xk>v_SAw zR4)x9a;weO`HxGg%`mW8|LB`gfujd~*eGyRMO&#z6r&k&*lfz(MI3B}>yj;bNGV-^ zEzO_M1)T)D2&5ug4JVyIkzwuFURp-?)xdx-G0V^MINIA(=XsERSrG`i1dy(_o{S$( zt1o|9!#*D>@VynJ=qMqPC&>|J2;r|7&g>%ggzD9#FUs`M@|>fzs7KN#T@vbP3Mx#t zlBu|9bvXzK&OezUdE<_oifYag3h|isOP#khg{qG22T%qq#r)fb{JF1Qmi%yN;T^%! zX*L0yNe||ZrrR3QK)0W>VRQVoQre-*Pv1m86uYQ;IFvTm@UW{+&j~at;PRuXNxtW9 z(FlGGy0LONZ6~SW$mHVM^Lv3LR3)GS#L+^*3@{d%K1w;TdN0SFy^nv8~ahM(H>RenV{9`jTHz~*9jNQ;$c`u(Aqtimq&n}s#f!0*u?2-n3_D;y>I z^$=s&3S2%s9J6XJapN+(7UH0D73QjRC_9DPEZ@_RIFhhMoJQo*KHY>0Tz?)h( zQ(00KaQO$23+jh?I2}cs>yn{cM^{#fW7?v;x-eisrYZFv&u#6%#YgE4_EI8BL>JCu znzjMnAksK2Y$9Fain^i;+J>OtiD-|h<8?sm5Z5fuU0NE*$P`I!M!);4L*HO~@m-ONdX%N(8NzL1b;a%i5LDy3i?nn8+LZ#zerDc!q`?y6q;FbF&|*KbpY zw7+#cuRF5+g|AxG;*qSFRkZ)5-dJ(!P(oLQfZ+y1Ygo(^A!f?EXl#$lij9*OY-{TU zg1ERB4vs}Ys!R2MTnd&LqyJ&?I1lLuh7EeLxb>um@moKq*L)FwdrimtamF%lrP1TZ z$S7Y~pNntMkmfGttN6R3g@IJiA3ix|_!oAHcD>ZWx41SM`uY07DTR?a*Yv`JRJX8 zx3l(f9|z;o?T!9n;pz_cBhmVyF1_xGZ6kmVSqym6cltG?DESh3)GE z&ks>mlDY2=-bv$|w?TU{!}a!h+oz%f08U;Yb!k& zG7Os37cV`LrUs`ADVG{VVU)c)mC!0$Df&u&F#)VQ3+17S6OQxD4ePy3EYlm zu`a->I0oC_PZ&n8feCt>WE-8;E%|tmF?XTK5M4o|fZvPG0buyy!&WexCAaVWb--_M zUdC%hGDEliB;M=_PXZ}kL{oQ7j;$QSD^>fYv(Y!YJGJGfqxfDLYV-doEwMZE) zf(dIi`6|FT@8xz+BM9(TWNpta3yVWFV6y&7 zrk9r_nCHpUg82i}QVj)@FY99Hns+0!`t`@-JWQ{$icb1u5CbKsH>$QbBj<&i40&8@ zS0ArUdJ3~UnrCwnAvKGJVvo0x8x&1^=9NnGNwzzt`2r z=+KB9_PW*AF6@t#9$^G2N#B{?tP%dh3La(phPfW+^jk9+HR<};y7k$2Kdj>|* zp7(2c2X-6pR*3{rpYb`bYh2D<#Q;>kK z{~*2SKN?0(<=j|=_bm02uPk?|+mtHyb|SPn+1<=_pKgy4KmWBgZ~zG^@q06S9TU=@ zdAHT}p<>RHxa)I&%MUZgD*urp5${i4ptD+elY4OAH~DF-uV0v|+s!K&gg!*PH6u=^ zs!a1M4Y;&on!nR7iG1P5_7Q)5E#GN`rl(R7-(*#q@BN1J{s-LncHqlzda`XY9~e|s zybofmZw7w8IG6d;mFsQ$fd@WM`;NH9I!1I9@Oe=54>Y7&;?WqkIQH7AevfpO*_!04 znT&9teu(z>wkH4aRbKYn0tist48U;Q9PMXW1pxHk)C z1xxikH5#gC!knzU1q=J8M`Puy1l8WLTRw9OH@P>CePI7@PLX^e)&3IcxWik$pR2gE zbkZ0&S#LGfzj@^5b2~yrg1xzOQshL}{DKN@BRKKV+1lwF=RHWix=p+>6JZ7vihPLH zB?i~G2Zk@vJ`9-p4-1eZeEBDsq<~AOA1O;vyKv^KB$@I4jqT0a?Z=1EHy7DMBH90v z$o|)7{J+$ZN8~I*iu%@M-XGFR8~d4O&$fRG{+}TCBYBp;k39!RVj@&`8+6`%Bpf*F z=6thN9Z0K;=Xh8>%H$|8FcO@U#7_fji$>19sV-jNN4 z#{W=lhC`d0;~$n~#w2ORo7p#L;X@$V7xWf5JNffetYcMai+|kwb2aNv@U<~(eb&#E zWu#>!QRM^DyL}~#&kEXx962gJz-b24Uyr3@YbjG{vf++3L&CRA?BJho$bD?+PoEFp zQqny%6?x(~R5f6r*at{fC65ea3eEJl|5UWWa~GYT%gxn(t`-^Y;PPJE?;qBOXzXa= zt8{Kdy*XQ)NfhTDX`1?MVeraBH0<2qZG5kWSFdU-Navvig{@Cr)rc!E1r^fGvs}(8 z^oKUdYE^XnYsmLu=cf$#;9}xZ)Nj`G=cbM;r1pjbM#?6ZaH^Nu)QLA#21lc3wcp*- zO_jEl(HZZ<<(NWVK6^OfxyDL6o(aP$WxN0l&A5*Z7+=r#3y=;E+bOINoD~Rj@f;!q#>CtV zb9^`&9%gK<#I5|GyScYe9eWmNFb@=rD`NRrx01yb3g&rjy}wT&y`clL&o7cvOGe4; zk{4eZ^Jch+&+ooub3gJ~8Bg(LW6UKmq_9(P`8b_2K3;5blB8p(Qc{f3%)yX#S z5wHv!5M(H=AIzh{Eitm&gpTTd#0GZCvIrwVrNU3zh7=k*X5xUQ1M+GQr7L}1HqAt* ze3ebdy$86u(;3qZh+!hOJ@hltL>Yth4HozVH1rPzE;Fz-+R>@eh-seVmm(gyF$(FL zR5FxDY;V%y?&5$K>1D1RPq2~ZYOiSrTMc0War#5g(Y`5DKR>Wz$c?80%A@G3c3n;xnG z)E$l#q{-#7PPB%tm1_8RIq`dgq}s+NBAp-bs9 z$h?;>Y{nzzDNKapITRY3Vl=A0g)}w7KwDS||Ga7}C?swwY-C-~y5nrbP3!7^FjQ2J z4YqUKvE8#5(sjMgDC{MqWAy-OcG#T#5d}@&e{D=Dx#>hhC~Jhpg&I`+MdzG9@EY-r zDb`Pg`KN%->$@ zd9rm6+|1@v%|9+tbt!&&>{9!$9*tN-!ieL^N5wQ8E-~IfjFfoAC4QoL@8EAhvYIC-Z94(VTKj~AFwlH4 z^Vm{=g}D{4;Ov&UFQK#!+6pQY@@YjF5ETPnhI^AC_!Ri3 zjrg4PP#?}SWBe|4*fn~BwMvQ6BwIlK)mf(axjXgzInsT!gb}FKl&TRrGRK#90Ii`U z)^%TwpTCMf!CrW_g-AC2PnFcuYpIh$NY-)6p7MXD^I(I9>9KY+J~cMIiZYCc(3j=F zrdgFT?6Ihn0H0Zrq~XGUIEu*ZWZZ$sCBU15L9-j(*0_6f883c-9exc0ygC+xiEL55 z3qR$nEfK3M-anTJo+D&`W!DybRc9IBcmeLtGIMUPFX7Vau7fgKfw7*3)~Y6gQpm;w zsfz~!za8yBv~Y??@n(fF%v+6);U8mRU7rp%4#4IQgZwh3@^vO7ZgznW%^f0v&WLwG zA^FzObG~oJ?_STfwyG&C*Z(0Po!PQ<`sInyM)Mo5Z<3$Fkt%MUYN%%3rh5IxymHOB zJ?tNM`ug)2kiPk11GP zwbA@+_}P_OAswHWq(lDc1lGEh5>Z1?vHjax+4t|y;T!+!Iw?|7`crvIG-n>W;oAaU zNJ3qJqUM#0$e%5!s+;MVQd<@xE;0aM*qHZ@tv5p~Jt~n`Jq>G}C&CL}yIr_1UYI z^t%FSW^o0DeWQK-Lmo`eH(}ux^}6@3lRA$bH9P(^9*qtkFX)15W=4$;OG)zD_@;toy=1wv*`(e(#uRpo`gyFiXq@_vf58z z(F-R-q^`Fa`}%NYJh_R61J-wtd!2iGgTKK5fZS!y^eC#5=)L8>^CoBK zw%4qpa4rZf))-S%Wl#zK7-1K@Frvy}b~uG|6`FJWg>{+^D0+H;l@QU43y?RK`T2V!SKllzf~d*zN71*`)~bt4tMyL zN*;b+gDXbC608z$tURp-L#zLghHA1q)8PZs_Fn3Qh1G9D_M=i8aDbAjy$9H}SsApnc9Kv?EX^iAU#Gp%nM*TT~ z#N2;22l=o%6-#~b9R5Q(gd(ra&z8$N2J}GdUJ^nFnyic|IzrcEc+DPu*OW0}&EhO@ zL-b6c&FUFLaiG3sqWpIkuF5#mLea6{e!@dgZH^Nx)mUhU>rDLkK{BFA0JoUDHIFy1 zSxqqg$Mm#+k??~*M@$yD9=o6D8d-H~4oT|srz{sNWUyPk-_lLZJ!c05#eK^;cS##l z$VmNK+jHjrH9*u; zgHeQo?Xf-;IF18foW!hCAM6+om1YT>Jl8FG4T95Rmtq8Clbm`#!S~IFix;$)56i1A zFDje`eWB<_KNHB)2|O)u)5JOIJ!X2fEDGU#oeyH&#SCmF{5f)?=0i*Fq}1r(HnU`2 zjQ&ExBiU|4JveS#p?jlZd2~g@#1^tZUB@P^xWL|i6m+or_+mdVv1|ZWTmV$=aS)Tf z;@)N6wN|4L?+Tu$z`MIf;SN$uxDchIR=nMVCxGNegzQCb4wTIrt(dn;1>gVMJj}3P z_mLCawWROkqP0n+J|PHi&3NgBaf02sniC+ui-r9;Lcf-O7X#s^kg~N_m9`p$ma^qG zMnejtrh7E}?WyQHMF}G!WdZb7UYq`vjV!?*DG6_ImG+fqs=4BsdHd%-R6_pxfa!yf zsC2i<44n#;oDH<3Vo0DFm;mmYN6Z0QFwncg4<;c(ubf-m%eh;+KIUh}G^3K}I(qH} z;5U)E=3V~@V#yKLb5W(Jw4M+NrUs9Q>^P+x^vJuI?x3I1s1Xc5zA@nhx+C3Z>57p% zELyJ4&u+S1Nf&x+ZRN}hUcHXS%}8Fzo_92!c=%u^yUj5(2oXBGa|jE788l^|o`buc zxP%+qV8O~>wo;ix`Zp~EA`tTkBJ>U7ZM;QS@*KJeYptMtZatvX6oK#%c_tzn^#sTB zl;tdIZ$^b`>QsWvUKLFK9B0Y$HhJG+Kh~@bSPg7DQwU}j_HLYlijI7uT$@Qc{aUu? z61v~e3Q5WjJh6Vi2fLDhc-0hFIGXAs;TQGK;N45wdY_rN!FDM-aDX3;IvAf!xV>?H zdoYI{dp&^}3pN^6a%wlXm6$j`#EE%_{kN1fih*@{k47Ji5cw zKmW!z&K9E%*)~0@aK|%2CwLPAL|+LnzWh`Bi|euJWHasa8~A(T6qWN>^z7kdn<2NJ zBJSJ}3{l0HugM`5_EpS|QD+jgIl|nGo@9HcGP=L90iPb0uQ?b0*HKpA&p$`{OfL++ z!-W)JMKQ`+8GE>I*wZ9BeLVGhB>krqSE|cbL(%%C2o|9N@cfA)l}SJ~l5h$CRe;Km zJuP-Ep`F+2xWN?NvMqeCE|s5Qm9u35Oj-(ge=3iVP&gQY1;;ruLOGq8`Vdcr zCk5w@AN{9a-TIkuuNO4drI;?_9(!Z8!tI`<3#h)^Gd088cO(%Y2>Tf|&W}+1hYNgx zXXGY?2KRO$M={NgeFbLe0xO>f#niE~1;h*+LN>G3v+wILHi5TmCm|%^v3qg@U*KAC zdxAYo#=OFsZSU5BgeoEe<(AcVJC!SH;Rdob<}lRn%`rmdjlZBJ?h;vBPRbQA#5JWjbTp4x%u2xDsUy6j^6s?#7A@+SF~mZ;UbbMBbK zf$B(*;&GS+1~^pOHv+W3w^=4;aLXS|WigPFlD7IYkmnEr)u7GJMLI~m(%RqTksER) z>>?>g3;yPCDza8#{akpsD?*GHHs-Zd?G~DyM}GG=-=1R#-ZwQ&lRTH~zR{xL==E_Opr5jf~2V7t`RI~d-on_tyAN8oy-7{m4dd&jDY{N(l5x#6;(0#Ecs7f zENn8tPrE7~U-pJCHP{Us{<@l+SSAxG^y2Za`J--XLAJzF-A!%O-MO1=oZ;DZMt`vP*P#qNGtLlIxHi?R%x>i$h zQBWJ?=i;kgoYEA9+NuDjPFUk$z^d+l=WOIwv5(=>^RgBCh>k;0s_L5jckQ_o?Uy$i z6RdePq+o;6^^sOfcw>4fF$)qYEif@wJbPe9$a&(m3ysL=0cm{$Xh(I|$ErK-r}loc zBdmKH+=?3x538aghQSfvHoX85%1`XY7vjp*a^*{YEQ6`nNSE}dkw~4$c?IKVL$_7N zXE~;467BySktVx7pp(pPZWFrl20vg50a5kTK$~o6K`~U7zQiaZh-ZiwavaQ&fmAq zOP4+#t3HNC_b(NyAlm5>=V-V|ep{eIw-Yof-*^M3k(*`x9kcNp)yF9wb+l(S0SoLG z&5>bXZB8zsRD09L$hEe4*&g}5WWw{$k$uA+fCR8yEY5qPIFjArt8PdW>c+H4(iwlj zTUdTZvoPs&Nktp^T4Yt%W5g+&2-z9zu$3O&9AC&H$Cm09y*Q2-&t@5qi|I~YY_-X#scnaDkA`K-V|;)`eFqnFcA&7>gB=v8_@*41-jXP7y7n1n05 z_BnOidcm_y9PrS6Dd{oj`MJ4xu^Kf&e=eZp<1rvy>su-BwTjYp5g(ElG~d$XpCQKY z!wOSnD?2nI!MpPEsDd3Hy-Ke1W&uWX!h_Va(RH!JOZ%mIuEw76!x#Ka{2iPSyE=7! z?I`D|HO6}1jgG2|14?=7r{%+UO^udIdrPP~HigX98O`1|5}Vc@cGu;pgwrf3-_rxX{VmQ6=-x@@heX>ckCR_&a||Ke?U5|&~}eyjz`rU41pYH;E!@v+{zdDN%` ze3{$Enf5yLlGdc`J%Rpq3D;@1uch^Cq7rWw>!_uwl@+Y&S)TZ{ zxkqE!H>Y9tY7cLkqOgjC^e{JQW6ImgD?u&3^rUUwYP!16w(&ACZ3D#u`qQF z_**|X{fMVrSe;8Rr@ z82KR__+4Z-xs6;;i^)ZQ!LX|)CG{rgTMUfKg4q|0Dpl(iMnSIy_6nFH!{Bd$Azj6r zxObW&xJ*{3p~y8_28`JZTaJT*Ow%E!B5X{DLJ4vwb+MnuAA*bqmA^liH4-P6YjbpO z%gGUA5=t=%hs?bt*2_)OS>nSuI=mm$7$_HSnHv~ghFYAI#LRcQWNRq%Rj{G^f^-5$ zYR163G*mE@T)k~{RF5?uY!YZ-34bB(J=1=oKf2PuJn|k#&-H2wEU5~8bLQ@-!lpqJ z9uPI?on6A8820WgS?3cp!QveFPUvC+gsO*R<1Hvov|Uo`*eF5 zVHQ^mIz@ME0RL+R$8rAxrkb=V7dfS|x~)|kXUFATef9ei5ePdQZ7*8eT#HJ;mzDG% z`x*wE^{i}ObpRzUHzr#d$e5ep*P80kD;vZD>GJQy8i3kaa&t4P#sz?TnvFj`g(^{R z!#2i2k@l)ct%))n&O5XBvyxRrEL zB~p&5)h<{uE!<_e93XJmHpZ-*=h#oYuO5lh+!= zVvvoEJ!A*Cxb-AC+MY3zLvE14{)<2bQ$t>kY^nD7WUg66es+OeJn@wfiC@$ek3IdQ z@XiGo#kVvW3l-h5Z=gj~uTyYS*A;~uw(58-qlrt|D>!*`FH%{Hqq)Zx++Qa|J|M$< zm6B~xT6S)t9|3B9r^3l7eZN0?UWG8aL3EKve%r`wy(3#Nz%Uv2uZG6DR`@?w2vBW$ z&eHoj$DCLpx0J@b1+ycpHtJ2{_QjoSS#Sn)?tZywyLroUh-|R@0uu=~h!8(kCEu-m zCMl;nk$23f;ct1aGv7mFWRjMl!#%!>s6!PNls0cIrTFy7BX9n5Sk+;>x5|nIW)W(r z{3`ZKOJ4IyvpPCxUh?wY2>_G5Qe~y@TY2A`+bLU7^ z#6Fc_AehifgA=(aOBe2RVWUp91*)puLaKG~b1a?u^2)KGK>R>A<=tdi43;{zXG@!_ zd83j`NV%UzZ*+qqHvY+kCqxz!1(8z!fewJUdz&8jfV0^eiU3f7vfVzyfJ94hy8{V~ zZft7bhGu-t4QDa;&pl!trAMYYg1SQQUA&{IL=ED#+meT)mQ?WJ%J|rjNgA#C3rvxnYu({8=*6E2%4Q_*sl{UU+^P z_vDbHWJhuyuU}hkzohW*u>Omj&Jf4JnLBeE3&6zYhQUGd@@2?;s$;mA#a7|VK`m`{ z;jDm6-T(@{G;Qg;C*YNd-!0xO)yq%;DKu>Oyr>aK*zi;?+q@<|x^OiNWUck`lOXA# z;8N`wAetuGz!8jq3N%(>JfO+pJ^cxl4 zk;=ICwjg|LZ1*W@IjmArR5 z>3r?O(W}8?S-&oApmRAFEL3V5cKqtTy3D}82*AI{-OX%3GD^uc-V77aa9iJ<;F2(5 z>zOlxsgbHETR=5aX?jQf3-vMW>2P26OONMH$V;*6qOM+s5~zP4zJ%WF|6 z6bFL65)v9+ld5nR*}&32Mln~fD-2cR?n(v6)fgQpIp+Q1ypOy_G=7f|{0%~R*Ynh; z^8ME1R_~^-72%OSFVdUckJkshNcA6W;3{lRb^eyL4Zg6P9(z@pOg?m-;H`F{wau99 zUrGn!0HgZMt~E|>)jYQ(TRQtdb36$h#1bzCSsrtpSe}~|k@aPgajw7NR?|zQ>ZL5i z#3-Y5z@B=N_Cp=6(AWDlqbJc;=e~^d6B9#NYT~Ze!s_pgZrq^|kh!_1G*{lYb-v#e zE)?d;-v+bHu;Gl0ZLph`Vl#;do23A*iBR~X)7M4U1H}Q|vOHzkl4rs1g#Ym$GD#wN zl$%{?Frb^^#1=|9)U{hnA(K07p|58P=T|08tn{z%Q0x-u; zGXoWK6)R)u-D0O^7raptX!pjK6XQ!a{8m!U3gyO z))8$SWFX5{e=L+FzMdT-KE=t`Nn;2x3lH&I;8gL!Wvr^210Mc(VuAMqL}D_nErH7e@@f4D0$yTPZ7W$Noq99D56;AxdDB;6=j6LuBwxTYaHdE_Ev~g?U{b#ARXCu&j0G=^P*83J=qVcIyr%CL>*$Mtnyx6CC z;D!%r;TnZk-`v{*)LBXqte^2+%09Vcm!F_>e`?hiD3`v})>(OhZ0nnvgdIQQdb@l; zHm`gum;+(FMA)sF#Ol9Wun>B4<-{i2FbSk5e7~48=P8J;AYgpYkql$Kq)OsB^9F%H zY%AD?)4jAWRTv3AE)a5`1q-u^sbAdHo^6vY^+JH(STuX6DQ9-XbWo$^BRU}`o5@u^adY1^d%tpo$*riA z9bH7k>?AxZ&aE%O%f6}xV3>#swlNXZp*Sotnq>K3!tzhwl)jv4yq=~xcjuP~Zp*1y zqF?)-+_HP0p^!rCh0IRwX#&o?DaL=~DD7Ktj{>UcjCG@tLfRUBy$b4RGQ5lZ!&l#qeS<;jyYOkv57d4`&=qv-*4isMnbM21! zX2k!b$YYt?mhJ=4lLsbiZhiK7?|;FYpGn5n^28O*9F7CLOEv>tapr$vC!OOcuv6LC zS3_$yu@^b|#)h8;E^WK6RGW!a_0(p?MTYq5MzoIoE6z`W+jpj47Jzt+^Qu0>Eb6O$ zN(yYG?mEK?K1aE}14ICZj(^E%eW9o;Cg)ntc8y@-thVhtGp$cf%e~qYWNVG=V~5{< z5TM;qW?1eT3uijTNPj!>ZmdSCApV6p^dHk?(x-}Wp>1D-Y&Y$-vUV0zNovtip;WjDzfi+FuvfEY|x~edcsr9QbkA&!yObWOr8{Nx#S@HTnaa2{U zeAEn@^H3~iC?KHbQJN;_!|~PP($#HKBZ%Ai{$i2E9}_)#e~x4~HdcPRJU7=kOHc}; zya^{n&P{+^HiI!s?8{k@FkE#)kLr~6sc_@q0l0+oag&^@AsI@@-SEFG(`>92`vd&u zFA}~>4AQYTHPH&rX+RBeRp|J2RR`KF{lHdvdkftQq?u}plUm?4&}Y=S-@}qBPgAsh zs;hsUl)4&egFctTDoMOf`R?n1X_`OAf@=zG4=+w;Pdf@iTfq34@FnW|X6LKQJxz5Y zcXd`$jYBHbDo7T;#Ro1#;aEv8SCU#Bs%pv%*foh(sf<}7&6+)4pSd+$ zvsap)g=@hfw|?nJMq{1NDryWZD{&RO*cnTb4RYU0-O`Uv+OuW*DXGdF)}5y`LIfn? z?E;8Ob}OnAiZItUHHXz6lPA%ly3Xw>DvRdz!5Ld5h*ms!c)S1>8#*KNc7OE4egYpB z>LYK&X-k2~)Jb&irbNrbT7$Qp@UN@-tJ(aLH`w#Ub+~Q;0G3iD=tAps`?;Fmv;`|a zPNd#jz3~@1FBAPu-j)XLE~1J1KEwK^9Z0x77cYmo`tN70J(vf?-t4t_xbe5@0OsuW z;EUro7}@JCOLwc2mm;UOD=O2-ZlL&MyygQ8{FLV*)3^96=^9f!D~20L^tWicpv6cG zEZ067WW1-wvCYZX%!oLqJpW&*;v30UK=;d1IJzoTxfL!`Mr-eJ!P;}81|)`5t--M&O(4tJb4OXI$ui}RvkgY$MFuO7hQxbUvGvN zqOZ$FsOtVF+7>p5z?w}%ll#iDS^iq~CDynuOYxU0F#j%7zgY-a@S@mNlP$X)rQ`!j zEiCfr_^7sq4*BLiT0Awn$oRygvx0;Y>Y}507D|Hchj2|qxv4L0Q=@2`8YAI3*~wOk zHUay<(#5Ql-bMrmIV%Eh2Mlpub{o^oy7c|@LlXG+dpFd(4{0OI5bSh1#L;gD0Ks3W zliEFjH~+2pitD`Ytf|}LJ*rJ@-sMLbq)3F&a5_> zeZ!a8z3>`YcOE^PXQ$|@+X&AT8gw^#7+2wr=r=BtfZ6w2wrsgPkO_OlbrUZ{nvddO zl)*155qsiW=0ekmOuxpGW{i&=Y%ypf0Ku2{DN^bR(07a3)mpttm_18(h6|#~g&tKx6*^_+cg^h=nMG8&mrtALB zdl!}hJb;C4jjo+si!_`#n3`2AQj#a+y0gVkv|LnSVY6Wl8Pf0n6DJ6}R(Sv-;V_2; z%NtCQ8*RMRjX^RUHR_sVkr`h0xnSN1XAvoT!B24qVGX>3MoHq6ks^M`l(e^UTWWc# ziL7SXsYo%}jzg&}Rn0o8`?t!OH1U(2(qQKFQ;=mrVT+gGU87P7$xye)RR{)#QkYlT zpxBXEOw7))$eY&OkTS%l%a!4#{7FMceaWNF;*rp+7zb-_|qm)wRj6hex1D)StjO@6zqQ$4Ox zdM1-wQIr?P7_NO|CYteF0Q~ZyqJ$};sy!dpAS6TjR4B9IhPa{x<0dw6Lvus1t;X2| z5pA){K+r9Sip0eO`YAW^EN_XpTE*`8t>q&SQxi>9!otX=@FYFh6zl$@DF3!M*gAn+ zYLG^1n)pYhzSFavdgoyED}XC&Vfm+2#C520CikE_$NTZS^NxRkgbaff+zCFNNXjaY z3%6DfCxw!Y@QEB9WPz+f@2%VNzr|y#g`2ybcO$6sR6VEGLtzv5=Lq-Byzp-+H;59d zoo1sZ0j*Zni=!>>eGltuVW%H?)lrQ->xsb~6RxP7955z0%oUCu@8!Zdn()8F*41>} zJlgo?o2F5HdCF6sAU@LGozv8eBJKfWB-U5)3seRCFB1r=+w`$b0%;?} z^#0xs6-XL&kb0Kg?+Wd z{NnVOs4!ra-C@D~{iFQs+(~2$!BU46MF6|7?nAVHTgIge$Qo=^NB66V%2HBx)s@-W z5Y0}L8D-b(#)`DO08k!P&TdoV06h`>G8Lu=@ZEG2WzEqkLLuZzWGJ8GmwA%MQd>B- zph5^M&lcWj&W?%P)2T^zk9_Uvr+0onX#<__hkAgn9V7JqMWiqxo?vRUK`@)F@_T066TXvuc%lY+lxMZKuOS(!+Z75RH!J0=$|)}&WV8}LsohaHI*tRw-K)1 z5yT*6cCIhKJ4$sfnI@&Xh-})9;`Bk!)7k)oHnHp+IC;|@p`8l;bA-??EoPAfc8bCo z&wo*q4@n9Ta{-P3{k&hjhQ^Wwrm z5p<)3!Ty|h4fI4zGF9Ri&{aRV&`)-0C(zP=x=7R|XA=IIdb9VQ*Jcjpp5Q5foY{xD zN7vyZ+ekEsTOSSKl@Xw4a5HFd5^FZ>*()XIN;;^^JmouZlDNl2vzjCur{I^T6tGRmVGXxC9%<^qpHE%s^-xr zB39q<$kfRgu~?M=`abnOdWUkt&EbREO&1J6xAK>UW=_x6Jme~DSmKLhKK>=pwP>FR z#OIA-xGUp#F?Bw|*Qw+BWSpQPC|5|7yB?j-zA-2n*<+M0D$Bk| z)AM9jseT38u42=%-rnUx-n`eN8Ne|SOCj-toPlMOhm|2iC%j@}3c8AW^xHTnV&@t8 zHf`u{iLhtG_`7seS$l&X(}g+5sEB1aA${wq_}?m^@L(zc+EE(4762-o@CfS!!aA4o zy0*yX#oX|zMadW+C3biZxbd!VBYL_@{X0fUrgTT-{GgH1kW>?|#C-~}3zBmLwNpJQ zCiL6KAsDgOWw~&2D1W_8m5nq#DWa-~W4SubBisS1r(&sS@TgWUB>XEn6M!7Azml+r zLT1m+e_*Lk+A<9BWzNyEMSqT*m{~oK$-dM3WB-E+|8DLW9>ELo#QFu8xpPyAp|Sx1 zw2;<57q8wD=&SW?*$+VT*VLo*1+AxR#x@Ghtim#(~jRB+}W(RvaJuVkovz5=Hi|WmnUV5PEbEQmy|ib5~BP%@T9zaV*A};M%RYR+&Ntg z`zqfFmVYn8r9$nDDXxWS{Y%76=uU~fz}?7@<0#cz>%O0s3X9y+h53WqI=2RNc+1u) z8b%j81@}SSBJb*aIianJBO3juRgtkfE^XYzv zBM0^}HO2a8j{S1hN@kBP7wU^LCiX@0BGnY_` z`MVDDA8h9o$Xti^O%V2W85F6x9&}1(LW^?sujR?x@DtCda;l1Bk(NoIUrK%S_(t7D zaJOa9IG|1}6r|MI`iPr^?ryvknG{CLOZh_e2yn=dK((?WmDblE!`_~#=Xnh%UrDhx z;xrFalhJI>?*bip8x)5Wk-puX^%l+_fU6e^Lz`e<#DL@SUAfV7w5+yuk~I38%EuH~ z*Q!TG45eAQH7->aA19nh%4zB*f8Dm#FY2;>%-c{ibrfC(J@|d-19@1o7JKRdeKiq* zd&MUFRy|Yk9v$QUnbj(Yt%@iGet=%g8@->ZTDu=1GDUFJdi}fsO}gVwdMfTiw)_Q4 zk7Zy^RNP@SY_#(a`3RU@nD%^T6l&-EFS~0Jo~lYP=X_1q^Vnl4q1Px5SSNS>7A!cj z(Qv5K*>LbbwJj<1XCZGY%nU{9pTs?6SPdYqT``1 zuMICaJ)aD zP8PFMFL7+OmH2jzi8=JYatVzeCN|FtkXv$WF=C)w@;Ch;`_;qS!B6Vy9Yu+xD&$K5 zE)tgo-GkMNp}}A~74dEKNd`~8ZrxY*sn|Bo7^>Byq|5pzGJ-U^>5y`U^T=z}pUT9U z8yYS}J}AQI1Q&^{?GApyQ?o5Ovx*jdDR`>)V?a0u;R;D1(diU(1vR!Cw0fg)^4w@gnA|_ku_W ztYE84Ej!*BGn$Jh!ru)-JdjQ*_5z}rR5eFHv5fL&)iDVsG7uGl+i`u4GxeLRsOx1N zyy}^IqECvl_Sbx{t3E8^p+K&YD2Pk8ReoshVBL|fwr$d**@u`J4nhp^Zrzax_MgsG#RIl{ zK@)TjPd*nJw)j2oNMq|;`r}v>@9{Zym9aGA&O|eNl!}Gm-#017wvaB01|A8dv|-0D5e*oP{c58f+zMCevZfN#*RvS<)tIuRt=#oHv~{3(_18WKenY=ZH& z(PyRB;nps=_YH=5D9a})<9aD|(e%#|HX-~o+izY?a4GU*a;h@DR25Ptn?T}^-U%Y? zA^WzD`_V5 zOH959`^4P!eJ}ZMDqX!|tKLqwuJI6IIP#2<}MbOM1ZHuM87(0 zh_|{f^hU+H7B7&bV#f;0H*#%_=@4p%!SYzTx-a*{eXpQeIwdkD6chKwyh8*~Jq`uU z>^+s$DleF2E3Ua?eHv9fU#Dk5< zk6$OFG9}OVm9^a`B>s~9J2xO)5>6$4H z@|82+v>xysR-`;D3ZHEMEz)=Pib5$ImS1{hqP@H)BjgS8rI^SyD%i}L1yYrZX|ZA3 zSJ0t_)c{$$oAZK@)@El67mJZ!D0TsLm@vX;amTc2oN#Ki+UPfso^Qa?`DahJ+Q!?}%Sl zW6MA@H9Ljqrf5fz529^!XF_8w|DORDbh`FQaUD}WEsd@V?rmJc?-+!p@2-sBRPNpQ zTwR%W%G_VV6 zx+uRz5pg9twbR!MRumeFw=0u2I%_dSBhU#3qT`WRVdx9>LbGEL*%`1~sy@vYdqnM+ zoSCZL(apI`{%^W$IaGuaol2}Y|H!1_%`7C^XidE1ZEQ9|Sbx5^YW!)Uuc57xa9cZT zx@Ak3`gXO#_cTTufG;|&Jc_*gYR)lN@RY4`1C6#4S_67fu%3C*byjb1Yh+FvvT*=N z1^iBqKm|^g6laE09q7ZK1cQoKxx>#cHD^2`v8EH_N1XmAxzS_XT;lc?mMCGE8xt1Y zyFf=_G5pa8y=LN;UL`nB0N1k=Q_4Aezx>LMpTD8Xjd|mf@k%KFXbBrBLxeBDzW9vw zL7?UN`S@i*3Ot(Gb`5Yx%qJgxa#1K)wpq%W^Xia`FqQWUe458M#W@r!G6H3Hz>=>) z_Fl1LedSq9$aOvkNFhBKX&iX@^bHRNULp~3>gr?`b2(ou2Spu0l?L?Hk#6#M7`eypKN zT%XFYR$odhbni4(k=R_5jUvymGKUs1tvCbd5RAec{Z(eQoCx)0Vu z{WH(~9P&?s_@hm%H4j{tPcE-*34QH3RVLp;O)h#oEO~i=v30#~J@Sc3ChogD zYVoHIi-%5e$kB-{9O0^&Ir1)=pn=|STg)qH2zA@&CuX90{2o9ho=m?2i!GRzf7^F% zo>Y%of4~yLFf4`mc~U3X)oF~fZl36(8k%Z7_mi4*Omb%HxV9(X*48~^^};8V>F-k* zSkih$H2L$?Mgv`=pCL?&-!*Ie{y7mLAgd5SiT_UbuQqKm0KPZqhqJv_X)z9BWi4z> z(CY3lpcf#6`yLaj#L*wLCEY)H7m&wDRK+94?3=0Q(TSWyi>*9u85oM5E%}IiuZI>G zZ9ZglWAQeY-<^+r$yAx#CfaCb+*Vtf7+ZN_UqTpudyTo7_!FyCOw(C)yC9HNin&SN zaa$_JXx*LdYz@tPChSauzSZZi50$!}6|R%&ed$7p@=S`9Y`tPdguQ01po+$BTb= z?`6}<4Ff5A>Mgbk!#{hQb*~QzEvk}Yqmv$)ma)X(q<`lMyB4%*)>GXlJI5xzCQNFI zXq~sNFY7T;{2HuRAl&sqV$JQ;Ip{`O^5)rkLwsCCIz)1k=fyyxpJ%Q$lAI(kK zpf+)5NyAZAsQ*+tmWh3M4D+p)5U{ik5YgDZrjM%t~^qA*DvUdsYXDrpNat~w%_jegw zzvpsByCTersbEDD2mYl7bJNL(QkUt?B;$3P}j=Ab-kacnNQ~nWL0rOab2e_G~5`#X}nNhY4vB=-zmI}%&qs_YXrw>urdkoRUwl|27wl9yc_g#~~?SdD2@?dZ3CVA=j zXs8SNDfRCLf!p5Gz0Fo44BJ#<^#;VXEUL`2VyC;cKlc@!w1c95HowL@X>4(zU#vWt zQ67QBahe{r8!LY-xL+TOp?^Bq$7Fp zdY}SZG`vBJ<F*(v z1-<%AewnOyh<^TdoMM)ys++#8ab z)Sc7dUDhiMf1-!UYq0A@zX!lr+Mfueq!`wT94c$B&^w?jPtwh1O{$CjODI>MMt5+P zGk4dpv}A%sX8@Lkg_p80E^CbG5Y0Sog89@7laE%v#Ptx#I=tzk{2~VcW1o<8%8X<) z<~RzqCF!5Gn_I}eKs=M1!9&4D} z7P44T$ zR5Z9`V#-;Uv>HUy(@Q0t&j|k{7}JL3Q_;MwPqdoFYQ<}POp!1e4eRU%PR@%x z!2Y*u#*M-?7S~C6n3yvT^Hk&n{c)SFccddl)Z1?wXifE&O7E(vmN|>d^6Dr3qz5TC zdy8l=Miq!RdH^t zDA!k2Ixu!?O2AXEQ6FD%`=vVC>IJDvfYqqznA=&NC04UN*b-XjacrSqa%VTRK^;kF ztnk6lCNp$9#zUaS>IEjnW1G0VHan4AJO!8LafawlQ4>$F0&I99;UI6`n zJ-}Oyy6_QiL;ND7kem$@d1J+Ay*R#V6IrCXbcuAH4m<@imJ>C-B4;ErjgYUNHw|>X zBuIV2t~#EuAnh!FGDsEPNOf7aU4vJ%&!fgzzW0(%)819m4~FlmcU8Q6LF%T2CP8nV zOi_!81ZjD`ZAED3tft>zD@3Vj(|xv0c~e*V^zL!)H|bY_vXsv{BBFjmln$3dz-5m0 zU-1~X+N=Z|u!s*K2Is8Tg?|RTxgc~VL)QFDi2`yLYepyx$&RmW7(kniF)98yl?1{WO zEb{mx;D3O}&m3KBw)t@&SCwW!_Xk5^ZEmY+i^-_kS?hbK%Ybdj;s06v@4Tjq?pdh! zF!q%LJWBs_;r{{aKoq~^>N&tCx?M2=LgY2*f7&B;I2CuI<_GA7RS%L>ar9KM(IZW} zR5@;$N>n_F8KWibhKIB~2z=r6O^KzExnohH28Mcljl7zIAYY9Ot>W; zs9*I7s8ENP(5aBp#M@YtZx9otM(^xL$%wWhsFAUVDryt*(iD#ivG1?3|! zK4W?tNpXR=8&dYf{{Tc_Bsgwm4K*!TbY6j|AN?YNsUqARr-Dr+^0rD-PBKx2%Z zXi4FR16M0E$lim=`$Yc$$aa1e+Zfkl_DHDcklE1@;lg%L2(HZM=v@vQu_^H1{)Wv* z*oYf}!n_B$QIW2} zSZODc7!WyvM@=FFl%z_n{2qrwGk4jE@<_TAgft;DZiELYMQuANh*I1C033^Oi4c%U z2K1phA3><#Ll^RwN~;nn?X~ExX*>=}GyBk@r=*(xn9L*Kn?)^26Sd@WM*W?Zu*YQ@ zaw9~gxE;#c{ftCB?3%EjH^A?5Nh~Q#nHn~ZV46A{z2rl39n*LaD{-_W`(0-BshFB zvoMCHQ$ia`TYDhiE|B9Rtwad4g=t9w>g=CrBxVj91WeEu@xcO1z)G;mbKusXE;;CP zL7Yg^Zv$Wd0CX+DXs}?$&tzV2309wsoOeK_x?PRp-5@YVgRnuOeJY0~E2k!t6e|eQ z)b0}sbN$FFFoU3q0&<4zJ68;1A^Hkk9KkSna=^vShMc6Q0|cEWI4KHvQYR8V#`4=c zqE_NHHf=jtfgIpl=Nn_=K zLYlp_CY9N}6W5e9fl)%{c2l&%O^NZH$gpVqEnr(1j1lsPo6QMa;uT4k$d>#fA@~_a z8yx=tBAs}!NKOQ12|$L9$XZ!REU}2?ujFuH^hqIUL^DHAJ~j&m#-4(NsNbn%PCEI5uK_$dxYH#6=28~UKfW|-j3zAyj>_gK^oNTg=M@1vEm4wj~7UFG!|_bDL=2+u@+_e9E)6(B=NBg5=9vj zV!K6eP$|2w0WRh|bb$=4Vt)Sh5cd zMzST#_+z4xXzZ+xM3NiwA=d-WL>Np$at5_@OnW8R))VkRkI2b^!V$lScJJ7jhCL5E zQ&Z?+IUNXbfjp3;*O_2rZ{Qipz+!5SiTt5KfX{wzxDuwU$d=D+b)^NLL=(XD{9Xx? z1QERn!w%Susq^dLo_;f8O=24vy+EE}{f;6iId+ANq7&I4@)!&J-9r(==xU)NL_`ck z85>v?sJJMVmgNg~-i{Br11-xD%Gn0#c8J z#F{}!uaT*9!6X>Ec1Y$Rz$zFeF(w4WA(As95mqVEbBhr0)aJc15%#730MTQ8xeF%7 zbeO+*js%=d7})>QD$;k*oDK-%*N}LeMJ5ns$5jhCU zxZ_Afb#R2HKoYX2xFxwOx(Gpd2pX8`)+0HcA!Crejvg-|$WXqdstDSZV@;#bhuBn^ zBiXnTU`c1lyloK@p}dnJxpp+7X9fhDNN|H_C3Gk#6!%0DR(xLeBp)R^9>gUfL5j(r z#4#_yqjXLgI}AjyQmDJE>7Tqrk^ca~pmF~IgO*{4Z%9fdpJQh5uMPU@z<6x)1^6qV ze23N`mRIx>;3XxA_A#bKMUO-Lm2SmT{EQY*+!)u$?2%pAyZC?b8=8=}_CSJCMnonI zTO70F5+y}0$fPAreF)doF%+qvDkL_tXr-{^hj3!q;Xxa8oYdz1|db?L-ESg?L%8$DrwpPU}l8gE+yon0Z=!#X>4wR-NaU{eJAZd}b zBYcm?uM^>p=Ep06wo2>JiIx~8H1aWYke3DAK%|V5GRZI%O2;k%6fFtIM9a3qDapAT zC+9*&FoQEj!NUoJIF^+=_%cb6DMW>6$RQx)2te5jQb2qI31JCnWW3UQbiV~?pxyW3 z{{Uob;ShBtE{y33!b|9haiW^VK*jJNaIQy4e`A&{iCmp~3hG5mz^pcg%%=T{6ewzq z76`pYC#dMazy2b=_l+6VmmCOkOIaw4)Yl{X9mSLZmfQ$+N;V>6dD#o;?`8(sCdR4< zEt93qF~9RBa`hH~_-_)hK0(}>WK^~{hDnk6Nks{7Vk{2c20|n{`VPxtT5M+TfrP>; z$0m=VKON4PZ(4UW>X;RVg;5Aaj1U)34x@2vd!e&~>lspazpnQqYUwEAc z#y=poGkvjr!-bY&gCmnzDdCFH2ANOUVZYHSWX!^}%ysYvDJP-K6edQ9%z|YSJS;Tm zK+(14Hu@VLO{I;A0Z}&uN{F2p^#W2y$dNO~#!)7riIZrd_~?5Y=*FI343HL<#f*PN zHDAc}S|pEw-2IsvMw#qxSng2J*vJ0>gJB`iZ_*Xd32o?Mq}s6TJi#?${>ve$RB*9J zXyKuM2EB_+zoM33vPQgeAu~e#Ag$|>WmrR2gwKa$heY6=Y$Hl90%NFBB=*G_g4#lL z(3v~3SgIb=n0gfAMNi(dL$=Z03Na6egh+zs3I({SKY(nP`!fE9=LS&FOuJM& zVtgfum)NP#QZjk2GCWO`+Bb!0$YxD&7-0VZ+y;vHw4Y(5TZjnnktH#B*`T0@ghHMc z4WUDUr!44+UC4)Rs?rf*^ktAK4N{ekhO(q?i(``cP5u;ez9@3dCO(XJuqe>puGr};ZkpKe{gHs%cx+6hN!wv(S{PZK zoTSo1bgc+gCZanq3{c$jwlu|)XXtqqx!AJ0UB=6wzhz4K*e51uvCW`1yb@+aj%hrQ zw_?DGQ8*85+azZeBL{0qZRl-M>!xjr;^dlae=#MBi{tyZ6v)U4rvFMhONaz0m!dEa>raV&l9V@^1hq4*U{zCr% z=t`5SAxA_zglkS?k-w5MjHWkZg{f1swP@DH%_XDYR7c}P5=JKHv#|X^-(p+jQ>?NUWn|HFT*WI>}`O zK&FR;BTCLs2}pL?2`%~~OumMf{fjPAB1=gq{>&%jr3#j<9JEbh7{Bll&WE`1(DXI@ z52{-27+->Oc_wl{3fhOLA+fc<$+Ca>iVk9*{{2L;5sp5CXV9~kq{GIENqz3kS*C)CZ;k& zi=n^z8<*>Xdd$#Lx*ae2hn8pCO!^j+9com@o7l65PD~V`U~o~g-S6yeGs@hWm;I1* z6dL~kpviJoXCiMi@-yS1`+JxyZM|j*&G1bHHwa{(V!Pki-0Ydumc~gg;n<%qZGQsnG*$c( zrXSf4mFM(thyMVi%Uk}GEZkJGu5*1>1s6=PzH-ogMHuC_@_D@jQ%_ zEyi0EZX#~kB7GDE?Y3Yfu10|PEp!|Zu)WXpD?U>~qd<&>wl1dl5V8IVc8`I38*pgZ ziX%Gcf3ZrCpYSD6tn?+~-vq2}@%6FHJ_NZ!PHG0N?lv^m#Knb&W0*Kf6dc4)=&y*f zOn4cp73`&#Dd<#L1~;DxzhBWc(C~#zs^{7nHRXS3WTee8@VqUL#7s8=w_C0VH!xfg z1z$Z1m+)%jb^idP{OyipcT)yJGC>dMX^cco2^w7GmSH56WYM=lual9%Oi}uNkZ>oS zIp9heSv0g?A|Tm{(98*cD38U?{{SDz>f((*$sX~sD@J)4yZ(wR2hf@7cowv{8M>hw zP~5JFv9BJHw(ckSCxP0SlA^^V^#i^1G%nM6*#7`=#=nn3a%@(+epf;o6D+)A4LU;9 zQ~8qX>#LDT6{68Ac*SL}&!Nb!S|XIk$fd`Aw#1mB(L$QlkaRUz5tk)KZv-(8 zME)diZLA89_}K>O{E z@QhA~%iwFB@Jn_*3DqkmoYIa=Gaa%XO^r_L(RB5JTYq4XAR4oJ_FU=mD^vbh5{aDu z00Y5&72$~#UR$zpQ*t)yMk>g*$H<3F2%*;a6NUCemk=_ETo$PA^|oX}Vhx|z?W=Ms zWQ}nD0D{Y|Jqfs!Cy25>SruoIlN~?wDdA{#BLpNx3z8Cq({K23sOY6L*q!ATF|qahWD|T`fPH*O}t2!rn8R2JaR%V zAR^4u!304UJolDnt=@m4>X%y@4(PH*)pW}-BQv#!$uiv8`XqCrA+aQlFJDEdN>N&T zkug*?py#ZMl)*CNWW+5EX-J`77lgGNycJ<3!PE59j!0U04pLCFzJ`{^{{V7(ANxiV zm!V*2re9epOhXe|fVf#_R)|Txjl=%{ULD;`a3yVx%ScapHy?*0S|WRPQD^K;bMhvH zg|Yc3SSYSZJoqI`*)Nz~2zdA|nx-`z4rVencq?PJ4%}>0?7s$_Y*);s{{TSpslUO= zTMblIC$Hpff6PdSL`F59gpd6iQZ7yzlP5p?9+4Ezhi=N8@<3hPjV^FCMN3RZ$32sm zvwO(jB-pM-XwdU1Z8dND6i%GO!0&rhkW{Vqhe=&~Ad+846?~aD@>u2f{{VufF7Px) znFcMSDkPNZ&BZDrM@{GD7O7LVK1|zP2`l{~QI4hig30<6{20&0lW836nMBN={)+Ej zh&7;-^cp%W_WuBYfB)J53b4WU_Pv9A@2!*paVv zn&bTR0?CdY)el&7*He7C=N~%T9(sdVB%ZjxNI}U(yV*<}pOZ}aLF}TMab_{L7EN!{ zEl1FE>nYyY?!K8Uk1<;q;!5e_nI4?-Ydm)j>8BQ=2yn!azR7j#ue6)Kd$JlU5w1Hi z(lZV82B>Kre{ADN$@pZuftWLhIBM&%38IpFAf8BUmgdg}UJ?RFTUF!z|#KCu2JS459WQtL$5ZdezDXt< z+sOUfjq1m9y>sW(&ECQP09>uYBJIVBcAw(Bx{T0(vmoNwwhTsaQ zL*6z8zTeCK>_G%NZu)nuJIO?|C6$gPS5QUY{{Zpn1=V0^sZA^xP9-XI=v_*oIayDS z#`WV5HqWxgQNz$N6?;T$pOXCu)cT2?#O1zml(1Jb;YZE3C3MH%^jA)GI3NTt@Je6a z8DUjlaCU=7;F{n9v7i9Sl)i*J+T=1%6451IbFq#Ym)2~wmi^BA7j)L0ht^RHv%!Vr zl8z{$bb^8#QR98t&pz@nqRS-l#V`_9fFZP;hLx(0P>Sm7en7+Dc+E%1?vlJ}lI+~` zQ;ihCfd$iyG`7Wwg;ta{?00e(tX6q3fotFyxvqL(W((!QxT!QT4KQ)d9Alh(2?j%=ng0uXSHFf{@>JaZB)F#iCmY=e%zTC8ehMhh`J zL7uDR4Swginq?%CjX0ByK%>XeGhKO{PEADU@oc5kS5X_|i^4i8jzE6i8>*g?PZ0A3 z2vCd-cm5?TsdNSCk`_s72ZgW>x8GPus>smyTyOSxDmbtJ2vHgZXz9c7!ZHdEd()*h zk0<{Cw0Al#<)%ujlnj4^uJ+~@PcX6EctDsng3l&mKTYs^FJpM+eGwVOrc!Gqf_uE* z4E1_jVG&hQb+kY(3M#DnaPL&2%~C(|T2!I{j3|SGI!hx#`elgdS^_lw)kn&%WNj z3bYgxgA+XLeUH^jmR83^0d{ zJpKw(M`aMDmnj=>8+6^h@5Q-c;()o>ZCnT5V?8adhv=J(@ZHi`hB)rBkqOs5>&C1v zo4(iztDH0GQ=$HRjy}ya+lGiKaUxgyZ9`YD56=9***%?fGRF!rpu9tOZBKM6wMyLIoVb zNetY0*>2rsf(Lm}K|C`zj^qS_R+38KQXMsQAJ9e^kqijZiy*RtJY&otfHCj1Hr)G3 zagBHV*(M3p0&%z<1j)Gc0dq%^Ms;AA9I=iN%MPNrrk~y*l|D`mLJ3zXZnW5DDAS}l zKVYB3H+urHapE2b*l|gowARHK9xG(hC8}SoxvBeAPt2`h8#Ym(3C@#Ta>!gUglAq{ ze$kqyY^zKulj*E30+XK`-bUwc3(c;-8h?#a%|!LIzV2%Lk z^~m)a9S(*oCFDZ4-2Fa=pWk1RuhKt_s^^-OIvxiJr5-_Jg^eR-C6sc|YIgD@;uFGZ z5vXs%kt2sqX^%S0jw(VFvtDf>lsIP@759fG4kEf)E3vZZ@j>A19Ne&gK!siN_KCD0 zR+vRpUpS_~J#y6@Na$h;vfo>3c1jT!DzU$l2!Jo!Stg*Q|HJ?!5dZ@K0s;a90RaI4 z0RR910003I5FsEjFhM|3VR5m6k>UT^00;pC0RcY{@-uAF{P3jM^~G~sk?(`YUPlkk zO+hBbYhqM1SZefso)hSU^c($~>5E192&eBVCx^`h7AW3T7Yh`FXVE8`@kJ{erNU_S z%`ZYwSz{~8JIcj_r?ETp(^N>gH^K`mD49M=aZ2T3VZ1IAn?u){;d5M9+msMtp(alR z%U6o>-gKf=b(xf#8uTZEC4y#=qe5Pb6M7mpOhOH2@8tI3)@BkDF@(#aD+Z!k=trb# zG!aW(4Uo{shNqc)YwsvZls0P;IAmVUhFS=Cu;6Rhsvl_Aj~%CxaK03oB}#3Ig{_Ft zfeH&Faj44)Vmgg}gtje`I3|-9hL;u>LS@FeK84n7Xv#_+!3ji!iHNX+SVTdfx-AX5 zV)!Z)SiZ3ME~uIkODZt3VqDYK7MDL40oVm6KR*Y@#lP+cqPpWxe89^fJ*Mh_plP4OvO(S$0SCSTBs6 zbngiiDoCSVg9DoAUvzx~Q1teMgE8XXOyI}1BU(qGUa1mQqJU19*v-BZE%84iRjgjH z(P5}0Lqs(NLInolh7}T)A?=GgE$CrLbqMy0ca`z9!8^iMEG!%P8TKL?v_R1YP${(Fq<7jfiJazCrE9AgF9ZiDMe!{SiGuKF!Kz$ddUj`R^3C zeIa9L>4cLSgEY{b*r~RPvJW(ck%YD+EWva`XQ(+nnmRowij9z*Qup*OHx#@dk%|0o z{u5AHibTDR%}>z2j2a>BVni6#8j<~npoJC*7=v5br3g#Ho_+aU^o(+3#3jNN6OOnz z!7pr>>^2E_tV&0uGEaYAFTr`=ukiiwkP9kT3mc8FnL&rvH!Wcxp2wf?{{Vb+UM0e- zdqt4+7XXBa$Zw12dSZEKF}T;-@=rA=k&vV&Hb@eUW$zA+1P!eWyTOZpcpO=Rbxgt;$me) zN)C;&ca7jDMBt@~Wx|m5-}%ie!Rs@NCLp+O3XfrBg+UV5CKDs1Hro);*iP7*79f)# ztZs~;^e#@c&KhK}N5PKXSd=wqIclhE&>rt%#L zYkC~#_k@W_^5nPEDB1iTI>%u$6fd!0Y$RN4LuAG6W82;rh7g&fP4M-@(2mGYLe__k-F^*035^8Bu{1b6p3EH-qZ0d{`GhV@!uO%! zB4r`3N4`pf5i2`liHs&DTZB=uiXAg;h);nt{PJj{LPNAQF>oNlV+rBBK&r1}r=`w( zp2e*Uo_3}Xg@Fm+k`@|)e(-&Q$H9EHp)X`cCskQqNtA@68y0k!8`aXR(!h zA(kc~UqWUvJhz%uUu?BgGY_j8ZAM8#LPAi`T2dp>8rQ{3vD2>k5RYTpd}7!6AiV2D>Phv=;k~uQjjljpY#;9u|8N;Rxublgb{rrXhN;UG_Y_Hqh&W z@X;j2v!mV;Y)K+76dNGq*H`yLwOJ_5x1;!~h`? z00RI50s{d70RaF200000009vYAs{g@KtWMqae@EZ00;pB0RcY{@y{H@9|`TxG#|j& zOl^t&;+^(?n5)M8GZ2G5c{)2LA`+P-(Fj5fOd)(P*GioahK1pHUMK4(II$veZ;TOq z@SLFtPCX;6!Qm{^yh1^8x5E7hLJNz-a7;sd*u*R^Zo=Z>h=0+Bh-E)f1gwHYk1fKB z2u^R3AqnAMyb(t9HC+y~tWiP_vqr^YDs`QVwJYr(ib$oL0u6$yoqSXBv;vt+J> zV3b$MJSdrc<)$|U23!r%j8c~hEJZpV3;4%D;XAJ!;R)bNd_EZ1xMLdO@IhduDMpV9 zpF{E`j_}pyvc}l^%o-XJ6nMOog)KXd`YpdoVjnJ6ThRTpZQ&;R7#T2h7&Uf65NL!T znTg9g4YPOZzu_i3WuiV=cA8xosGbniyurE`*HiA+52ErZ&-wOls)u?6$L^+bC0P zh74+*OCk~*L&@wn!O*#(qHIfTjmY%NBQ-DTJ8^!aL_I;n8z~Gdp)oR_fc7RP*zl%Z zGvh|S*$%L^p#7L9=xb4KhJ8K6N3#=A=3u(gw;AI z{{RRfHZh^_Y3!8j!*2>8gTr$Uqe9o@;~E;lVCkwUXo0(i(DqWHh@-SI ziB?!|xxTCDd?qyyxTeDF=`fxhD6H=g7{bGpf|Q>MUsezBoKa*u1hCMHtim-Ca$K;;jtL6B=SZ|4++xp;4q_+EAiHc?^?3}nH+2^2&Tt$rKn{{W@S z8>hnx7@k@hAlDGrN>I@aa;5WAMJY;LUM&L>AeAtfs~wFKig%&`eFRHhrSZ2&XJ=`4 zb%f^waxmEs;x{8>m`X$}JEW?wW|t^ob(Czo8f_VH+!=VSh@AHN5Rqcyj*=o9SV^*o z{I?ZyM8atB%Z8SWhRaVzHa0V1njt%OL!&*hi;Dp7_>oe2%ap&M|VxV)}&FlSz6u3h4vZzdrl81ases6f9m`TQ3y zhv`>G!?5UyX?PZ&(T^G1D1NclAhS49`uf0=ZW`Wg*ij|sUPQGQ@C;ml+A5P^ix9%ZaI)c(KK;=#;WZa z)T(*&D;1J{M63z;oGPv5L#|+74IwHRqXbp^`Da;ZpVW8r* zDF)*=7vdFnym7c!moL@SMtFQ?dcY{4fR;z(R6XxFkB&2KaNs+&ZdQ zt#(VAIpWz$q2(4nn7aDmuS z72GIru`K7}XH9M*R}4j5Jf5MU)2N3h`b2Go*~~HtxssJ1D*J>|u5k+%@{-`yp9FOe zi%j#7$cOh9%bNiFy&stPu6w|i{vd2FA)k#gMD&9A9$uqt*c(sP=!r9J=lGLESp!_Y zrtx5`y&DmdbQrUW-@;e`r-oE8!_8ixg|(Ifn?lD>l647<(5v$V@ZB2YP-wI`LQ;_0 zm62JrWDn*rz_kFV`0fT1WapS0uMf<(`8L4xOJlej56oN#L3Q#=hiSAEoyi)X}-78y4yfxwPgW=L@LOeC7&J!1os&;#dH@8MrMRGY;Nn zk7i}m_qcHGjFPH@9_7`RF|-y%Z-kYUjkglFa>7vGEW6r+;#_|-KOfBB{>+|C$_%;U zId471=CR@u>IxKe!y40w3wYvbZ~KX*3r-<;F3RDGns>xX^3_Kea+s(#=NOhOkzvMV zIX<8Y+;8Bo*h__c&656QYns8u|t#u8V!xP1Nl$#6gAlT`8Wr`_{GKRtJ zRY3_Ilt{|ghDQ%|4Zds)Z`0gEro}Uc3jM&MoY5ul=Oh81_Mo=hZy%YPHmruRa^_OI z!C8aV;GV;`?pD!SMY?zJf$4_IXBVLS%3~15i*5s#nS!JWTysl`5q%4n15gK`UAGjx zs;Vi-)$w|Z1CSwhRP&|^n7eG%uBoo&=};9L-(t9fj3^!FYBAs=`&BJ_78d!1i>jd= z;L-1>1NDwyiv+$jP^|FKHR@Bt7$AAjA?@tr0R74YEs%b(Ei(IDpoo;ZO~4JelM4El zB0bP^DHWVi6(L*uVg@3t-eYc+4NrGSCY=^Boy9P(Zkhv6E0# z2=c4J;P9#nxgK<&MK8<}E9Y)TZ`ip*hH zJxYpf?0JpilU7TWw$2?x6IT;ei>*Og5pao`sfYnw*)i1*lo6=%9FS$)jYxW8Qj2EC zrMXT|B~|xx8(J+PdMrOO!R}2(FlB6}*sbNh%DG|*QufGesM$?mEI$!>0ime*J|WVo zAr!8giuVB2quMdOWd@H};x6Ja9wM0yMap6YClRC>S?7%6TJ}O5Rt5mcFTrdEneNbS z1r3Z;$vf^wX8tYEn8^dmt3zigSx~pjos`Z=#>JXFIIkTHiJmJhAq8H4z_H9%t{*W zSq5qiAJn6>2RA5ZBg{s-c_P^b%3lF|LapYRM(YFuad<1;M$w&7AycX{fD_I~|Gy9F1WN`#0FmW$GjF9;{ zAWcUwnR{YV1vt6qZS^S|vZaw#vaL61RS70-h)H=nh><{WjJl0il4XnOX#OU8i!PMF z3_VGolYX-hO90e0wj2sJ3wtw|O*~~UIhK?lF#**TYbp0e>)UCfYwc zid-fakpW#?p>+l=MdfaQZ(!DY| zE#fkXh`#>-aL8zxQ=j5v2Supi^9sfED&It)Pz%O8xrqr)3V=}Hgspkb;p86NK4uX$ zRhWD-ly=D#cGt`gmr5*NTf)BKkh;jH2>$>PNlC61?wDmSFYy!#6fmOsWOGmwpzamv zm8STB%)*(>8`~9C9hLcJK~-49Yyr1?z%qj(Qc%O6QH>0}4x+9pOS?E~EdsaCQp99! zF36#XR`4=0z&CE--8p+ExZ-5pUVK8!K(++~Ot`IE6CGQWX{V_7e(F2AW2ge<;FMLC zL?L|f3SP0U;Ei1BKEx-{;#gYxiNf9fNh{{ZAH2^X;Yj4ALH4Qo#68}pbz ziN%HeN=CS{2f9?qa%rfXu4T&<1PEpRJAf56ISbHl-w>&QjaJu1=pfxAbSmnu^Ad{7 z8Nn3p1hN;1P!N<@zbK)C?CPh2I4dp->TyxC>RXkKz=lhNsv>II^DKz7g_I~Aa;h!o zIhNb1lzND2sNMsp(kZQUC-y^k>v_mCVmPS81SJp`S?)C51POCvsZzIYZDx#Lik7RY z@mPd15+)s+5QtfFlH3areG_Cr+ly)S1hsu42$jNW0h?7+r2B@huv8^3ID*pB*~A1H zUIGw-%4%5B=GDAz;dUD0a28t`S`eeM3v?(k1y*m=FC%Uv)xixH%MjILZgBqqP-81) zwB#-{bZ#@H5l96&Y?jlI#3i9Ct#J~<>E{tSW*q+j*sk(EBJgVXg4?&aBQ{k)+u`$UoX}XoB>hOHVr^Omv6=3)Ydxd!-=^i$o#jY0E{^fo%Y+~-Iv8wK3b@Mh%7R`C_F^UBvR~WLk+)M;1a6_@& z4~2y)E=LRtcJ96B~5Ya9S#^~gw2L~m2%nB0ZzD=%2|0#B>@!PV(-om5l}xQO(t`hA6!MN6>AU; zXQ+|9X@oaftiwuOn`SknaUY@uDAEu`)@zx6v$}zmmvx9M)z{`CO4fJZaZn!v<~s$? z?kyTFjKjQu^%Mow<1om(A{|-bhDvVW2QR`^FO#_Kv@6VaoW%lSm@1sv$iSq7X7P!j zdhxHbFU6eYuW4mg6{@gXo;44mC^C}KdT8P^_7?zn1_~RZmvL$2XN0`-!-!8Z?B9%Vt-D+<26MMl@%xwOvWv< zmX^g?&JrF~8Yni{c2p9xhX~tjFMv?Dv!V^gA%T3`PbBUeBM>w@v-*fm7L0xfpxT?V zqGABF*5V)q){D%|lZjMVE^Ex7fx_3Dl(b(4TR?7xHi(ON1nX#qa_xpl8XACf6D-W3 zEQ4F)a8X;@SzXb4nFVaW`w3@0O-up#m0eNDgIJU~;vAfrmq|!|+S)fe8lb>sYb0#!;830amqpLX>i6=H|}Dj z2bf$0c}1)>DQ_cHaWLAsmIwmz+)gQdGY0)r7aiPK)^6oZT_$sgYZW7Y7(6kY%8qeS zLl;xAr6NT(>RK*|gqSB@%fKhxt&C;6Y5&{Xlu*ddNg?kAqP_E=PkrlOrjP&u81zk$v1wt6<3y0 z#PbGvm5B1pV3|s-f6wMVY6#rrZlk`(AIxC0#ZA}sQ6-5j;xD4Tz#*8IYX1PqN)pIp zE+H5NzyLf)cE*YKn62nD$&dRr6K2)&t;B--;X>w1t$_{oh|s^H^!!Hyn6lq-b1i4S zr3H%)^s@Eta;((fc`?&SfMLIDDNnZ8(dx`XfMO8m#5|e-8U}`4R~n9hY*F)3@d_9L zz%Nam$`rS4N#-=M_XgQ7FA~zdl^u$t1HUy9V(Ysg(r1x{4!ld0 zG|YJ`;iy}=Td3(>WuKW_xquwZ4;86>x9(jXPB6>P@3vWruMzC3&wG{~i0H`;*cd-Wa2K1cCDcJy8i&!;c4vp`&uK__56$XlsxW~-V=S=CqMtwS5g{Ve40w4r!OX-xAt1kTNM#!w`RX8u zTL_|gwi^i2y!mS|v#xAC>z^{(zac};TKq*PIAZsOQTC=O*3xOd`RwbaX7@dazUti;o?HwsX(F5*GjZlDedTre~&#jwcL z@J+>SSsY51z~`vlFw25A7B>|;fiRMyt2bX00^wS&WdX2cmch+;%%~<}Oq`{+hvFvx z0H{C9Qtk4~qnpg3&*BI<`<)xDbtottFcdaC7&iv@8=-~O<#ysCz~L)BjP}Z#M|`s| z6!@sMpfbeUw%~%KL3Df>jl}4dxuyY@6oF?+eG$=vR8xFGAa=XDgwP7`u-Y$5uVULE zRBo6KHHEiyTzRbrWDG$jz|yz#J;ROJ$+!+t zT-xR~ovae8^)m;deMDnZColII7ibmroJTWub>;(z7Tzs^P&f-Q1SsavPY0iIZ8;sj zXK%QxRyOj3pUqSb?17x7X3(Jw8};0`ro$M2xtMuP&@^nLzc9?vL`M1QSSh^QNfSA@ zv-cgL-!1qduGu(yhFD%1TiSffkVRJ~%(V_s7)^Xihb2>E$iM8$teS<9KH^Zb2OdgC zb=@Vker13zEQg3}5!lsKap+3@%FH0b<|~+1%g9bx8LyK}^=j52f&ieQcpT&|;p58P zo@&tys~ub~!~%xKyPWZ13BAFJTPj%)R@!h)tmY#~E?ByEzcTQngJcwIElD&*xHx44 zrIf~L{6w%D8@WpA^zj82I9T4J6zzaq>J;M;07ZsI4pj=>%)!Vr2^&_=GOJB^;EMUa z*=QqX^9XzH12=z&?;n|`T*gi7i9y|5wQ&W0A#1DiFDFc20^_hz`iU!W^~_LJk9b55}4f3K4WN5Yn?K# zGz}y`*qva6*=MZO2HM_Bega!;i(2^!gS)skP~D5S?lytu*ROobu*ZSD)@7?IBIt&l z4<|i*L3BBVZS`?i-X|PH1lw>Nn%f;!BD$-%-POp8OaA~cTk^#R(2hW%RX&7v3?o|I z2*-)3r0fFfaOQ_|&%Ddx;su;{nyEl~W6i`OZt1-Hf9zo_#x$kN*R^iyQb_DG(NLzL z9`~`gxaTUcH+?=Omf}@b-}5gXmP$_$lvs<&#-M;w)jr-Ou4}PL?7+w-zuamViVFpH zy~kSM;QOOQhb9cb;4=<~%rel2$w$+6#QTFTq(xwz-!h5jC|osVvFXuO1Gb1hP;`QQ zKw%Yh$>vhd$v~e!56t0*a9t`|66W7R;`SeihbiXO+W{k-ULZMXy7`F#Ptsw)jK$j< z@irAvgEMjyfWsMwaTZsRC<`M=Hsf56aA+PSGg@C!1J&~i^5&=*RpB=nt!+~vr?|FF zcx5ao*~Ce`9l>ON2}>2CD@t)Ms&_hDzrslI3dW3ATI0}jbNTILg=OT>T?K8h+=XP>fue= zI+(0VIyA(FYp9KYS&*=^O={+a->B7sZj(?=WXTb0o7=>~=s{i(=p#jTj&B$bSH!wi zQCwuy(w4?--DJO7f%gssEL~zDW!T!EF`H*o6KOaJdrID zhAy~1EG2A<pc zSbe=f-M|3G&- zlayT*nBt}y(-_0tdBTF1Wqg~AXc0gU%oS|tdFEAC##a2-P!P31i+C7-*r-$0SNNB* z^?3L3pXx4Z&n8@uEo=rnOJ%X68vg)hCm~bISKNMPr8zqB8q{_aRR+Jfcwf#J2gzX7 zlr+5ggN$ogD#6vjNCw(8`udaw%Tc#S_3{g%x{7&7#eEFPHFcv3?vK& z8s7x0ZTaE@RVLEEF|S$P$U6@CfY?*a1a7Sg%u!C4hGYQuQE7Kuimg!P?aV+own=Wn z4whX%h&FgRhh9=FawR^X02>^0IILm>$6(=^Z!_1p=+o+8cLYG@SaN+uqUk@F8_qq( zn27iH3Y4F4$G3)OlCQX4dXBq+wOep-Z^+^ZEDxwylI-GGRk!sBwo<6AOCtk3@dUwc z^;>}q*gtCIwba{vM>?pn!LG=Nxr`AVT3n7rIxLFWg+aB=B0^Mrs z9wn?=a9eI$9F15`4^YkLLpdZ}rM83SBN2;F#b2n9hWIWbIDK;r^Pz|%N*e*^X1wb0AT zQTE1|#?{Z9#SG0@FF(9PC8*IVv73Yx2BxaCOTfi=DH3sN?mP&ff!7?dy*EJ4{ zyH5z%9J50VN;x_I06wB#lgWZ71}x(l{r(_}Hz_lv?xn>kbW}ZJEp^pEua04Y>xzlq zE?4kEShG7{!V-Ajke}Q|NW1d=M6{AvkUriZ#8j?U-QAjifZ1tft;@$9%vWOI<{E8ID4;Vayazb4<~#pHNbVJUOU2A(Mx3!4}g}z6RDa zNLzd4m?K(&YPQ6BikKMVn3NnQW#d_mmAIkawy>bOc#LU>m~h*sT+|v@f+{GZ!0J&4 z11Ty|aJ99UuW@c&WAPjB;#ej9yO@i!s)?H%N*Ms{ifAt4OSaE3bnl6N!7xx)s3(xP zUPAjK5U}$TMf6lCdHR4AYh9!Q$_IWW4CAG|MT!ZB%vH7a)kLmJej{{1O(Vq43m7lB zeL8YRc~wHEn&tB@p{1ci?T5%%@?ZA}B^+HF<~0&EtgFeIV0l1ya02Xm_;sm=;I*Uu z?qbIFzN_AX76{@8#+3pw; z?NyHae{m9<7z0jD$=Rll_3<5Hyx72J6%#Rh)k_m1wChi(0^Xb@Z1*b}%B!v-VAR{k zPs}m*Q*GiUK*D)0DRf9fs(_#JF>Td%1ve-yk*;wqAunRY0=_qLn>-taE34)_ zhQo?;d5yq%V&I-@9xfGw(Q6$vFRv%d91hEPYNgQH=_qfXhy(#0ft7Mj8-CHpPfeLj z)N4}J8&U2U(dR1l@fAXvUODvRc;TrW=@4M_^`hp++DUAIfH{TRco#6lYn1 zl~u^a5XC8L5rwqjmOP^Fwf*xH5N^Yic#c$*0;YrnVdIHWV~SI7n*=gd!C<0*aokqY zjiY~2kdzJ#ckwQa4s*`(N+GaaR!>r@PQo@6=>h#hYH3p6uM9r)IZKKQ({iX$PVW&+ z29QSnNJS1=R1xpu2{yiW@dxUjlx?idkO+ZHhE?*!01I%qQ@3U&M;UsQQFld53a~Ya zK<6V&c1z}=0^d%i34p+^@=G`%jtyZY1UolSXNv2CADVmSXa&=W0qEM#8mo0 z4F`8EUty*?ui`2g)j)khi(z-fs`ORi3@9*bF6UEPwpInUTn~&bir)tT z+!iyPBy(>nM5|jiCH`UJY}&emy+EN{F~dttzImv-wXHLcP_$Gp7<>evYC+FxoF&I|O=N#AOUFg6bSfO$#$N6&d1j}V-f+Ci}Xv{)q zJE|C>ko(`%I~!@<;DGIQ?qh|IQ?R0{raMlWl#r*zaTJw9g0&H%-)^PqQr%_>Q(7;G zDC2tKY$E!qAnPn&3BO5}nS4j3tzC06tU4*oGFs}jiR3OiAVxtlg&_3j5s_;*oy~gNxzLz(7O%_9%vEP2#8gq&9Ywczs$-Q$9Lzzq&9h1z zVy}oOub8jh{mb|c;?pkcCVON4#C(b3EsA1O16uaMz?h8<=g|il&%Ke0ocMtpi>j3i zLG>usSV^+q5bHOYTY%V(2uoXfYEl>n#HE)n3SZ4v_ z1gQ>Yvp@R>A$6jq0>JjKiF}OJiHr3f+>R_1l91|IzA2>4m9nCU z(4=GLP^j#zK4r4%UXQ7UCg94K#4y4;-dJ!Dr~y>jb#9L{Qz*JuAE=4|qSsG#3A}Qe zI=mgNOwc!iQmHEbU>B1~s`a8|v>VhScRv$0Ff#cgix?f35bKW4B@CHhSiQBl6+)kJ zoHpJepc$hZNyXGuK~(U>5s8_HG*+;^&!U$cRgu-oq{5xCht@(>wZkz9#bzODTikB! zej~N?i9Mg(MU+RlBTSNpYRIfAH7<|w72*8H3uEh0pu)ku-u= z+sn8qZPkdwe-WE7&{BkAj@?{nHsD)OC0$E* z<)tJ7dEIB`4uEYY?}&BKc7AIlK4XSw-R2e2OrB$uIB^If)yQbVN0D26PY_bNXQm?8 zLr$0rG#XWE2tOORftUQ3sNrmtp+Nj3bfiZZ%}io1c5VPr(&`;u^#C>4fQ>@5Oeuo$ zOc3mM0Z`K6^(c5e$Dl;-P-@4oaTqH-bueqe_X;~b!(}w$a9)47v?&l*zjCW4GpIT9 z)T~?;CRX83vOVrAV0l!m)1N03T6oh80*8{|mdnOv%{i9kO0c^ArK5K)TMM0}xc;Dwr667A|w^ z^9bCqd5+X6e-9F-gD9e-rND0`-}>W2$G1!xp$lqdfA$7b-T^sY{XmQrMNK5@%MDGJ zLB!4l9!>m0@`zb)N1rj7GT3ANshOLXE}<1lTxMYL4ZBJLuNK5$rYg1l!2v~;R}Dlv z#3kF_qMNsAo?2lPB97YkIaYbH1ubmRxL^t2D)SPKMdlW$yi3T1XZ}p8*m;BiIlT1? z$wMIDh%<#v95JmxaNvEw8W$+*sQT-zj7nA~Rh-Pc+d*g40m#;iAS*?H#iBcjvhZI2 z0CBI9*lKRd`%KH#fHpA0%D!Z;z1GScP| zxD>-jY%@_FiZZW=?F%?>^AR%J*V<*|AeyKZY-m$# zy0qT{0%xNC0Np?VjF)-lE|V+K6JnQ;h#FYr%rmi`SY;^lRSXpJ6_R46Z)Y-q7qYcy z%m9t!Dky;rVz`K??+VKTL& zE($ea5z6G4b80^_!+?PgizMe<`>E=l;V2SZd<7ss*cJ;HsrQ zJB1F;O4Ji)CG#(Hbjie}rrCjT%FZTG)IEThLpGySY1X@gn1PYyf;J5s@iGe5FpW5K zFo0XkyadLx2Y@#&96GqTDd&BWE#Z1+jJR0sFc!zmFOSS{rZDVffU#FR4L}7n_=}Sl z<`0|kF`0FGzTrzXt7;g;qPCiVJ5)j?Ez+M8fWJ6dWl_crcwu%vj7~m z`-ZOfR|T12BS)u+hHdOiLkqhYe6ytp2A02b9`5(?Ep!@S*6`gRMIlqcP%Q>sP81DO z1G$dx>MTXmnNI2J;d8b zB)cvzf-Z57FyWSGEs$=Q7t@*I?dmNoSDC{tb#Z<^BioqEDk-If7{K!jB|{9&(QwG% z;U!Yz%cx|o&CB@S?Ll>MQX!>~^8WyHDHd3Ta(E!fu8ghgxU|7+?y6uEvIhimY>BLG zxI?rz+Ts9ln>^-W3gj@|f3Yz`4hn^LqNt320rOy39Cg+#uosElx}?rYB@OOwb0JOw>Txc+cVmYzjcOHWf4~sEZ@m zm+gz0PiD<^GC)iD04+5WY z04f5|$1{;%oJ*?7RxczC+#N%BhnjbC$kEM9Q35(RflA*h;ubF>i%8o>?EJ$#gu`)M z6~N|XHBXM95FRJYI)^dkm@Mx%f!xFj$;sEKs5u?Wx(zlXvTzF~Nk+lP>T0bi#K83c z-gEuHRl4dn=j4q$xsxB6%Hx)zXLS02hAZN1;}Xud;w_i*pCTYkc(w(*@XFA0x{P5J z6j)es)G!nbf+aXpO+XC?b&r? zQK}ppi;-g{x4BFC;iJ zhM)<2L8A$E^D{q<%z!-9E?ZNE2+-q>Ah;Es!nV7vCJ?{epd-7iF;3;-n_Vyga8yBj zyNh}isE$V$h%vg42v~5H)l@jJ-tHz~*C$ZIj|rQUuO~2px=bO&8Z%Ynn9PJq$Xux? z^iRY>38O*gDjP$&U@X9?RY=HYz9KDY-eR>!;VeRft|K6Ir_9FM;55rn0-ciMa6=b% zxpasYt=6g>JK~Y%C089dU<+w5oWLf+)?suM;h}PR#yqdOVNlno(sPOq_m5NxlI*VsICjHr3G8zS#6CQm>101Hx=zJCJ&Yc665DrI7LVcuZe`OoJG&#Cy?gkiZ_)gjzTPxr$Jz8+C|8 z@Tp9h=Uxc5wJhkUSXNaB6EF+ami_+#vnqCmNUW0B)N0os?88a~QT$4+HK{8Zc!O5F z9L1@)6t|*hGgoy9YQe^;HU}pLAmGmmq$+)=#O zQjjR*m5jR7Q(h9B0c2JHe-P>o*KpG!)5Q|OvrD6hl(m)(Zw9^kfIzNLQFX24->GnT zEX6bw4(g#?wPn%7F5Ws?GKS`DGX%>=t-j&f7ah!^TUJCWWQg`kZ$_K6^L?d>m z_=eiRxmf2Kt(citD=96Z>8OlyjhLFyJYN!!8ZK;g9Ro};E8-kLONCUJ}x4H^Xk zaS$;HxKt5M#sYvS#wr;y!N4i=5Elg5F#@nrm}INUj)L@lVm1(3xkU`0sZ>D2EInWd z4Y#)w0@kq_wi(PZY9={8rtH8tTtW}&ih<9$&+!Q3B4SDcRUQ)%B8yw0cQ$x>s``m*KI7ddo0hcz-p~0DBP=Q`bnQ|z3FHIw7X1Vq%ne%|nAN(C>@jmAHtEdB z9tzZGO(srzl?wr^aR$R+zfrprivA-IjJb6IL^%L|Q7Az%xk`=;4&zmUvha++vVq*9 zc}+z?7Yw#VPFjmG$&4`jD! zrqDMnGhJ{CpOBfjRxi#ot$t<-k+|Li{fWF%n!olUf~aVwzuB4IfNk*rYTB&?Mz=>= zKix$|fz=Gzh+3xhj0|AGm(4)E6mJ@e(+l8bHs97xF&E)h$ETYzZ3k|Q{TVFkW z!V2=mIr7At)o+vgnLsZtpX1CR5Gz`aK>gkWRjjxghH(#XDLAg#fy`g6pkOzQ66F6Kpzm=y4C7P^4JUl-lFP| zy~VIC#G!&4%L@mhrBGZAScz~JZK%uyHnB60B6P|CK{0kq5bHA$%L;;ol-r1}u|ri5 zDL|JJU1g2v71W`u>~S*~C=J&Puv#XdRbXU!CP*LBRdESWC{#wyq7)%_cN>E0-??Kq z70p=g8CFk-q*E=x{mQ&&?ig*{w(*ZqKwy0LIf`B;1zUBCCW^ICHEUiV*=`|4WoMS6 zVS~A|1?FJ@kBO42yrtAls=ZXZT;ae%Z+a|0ekDW|ExWkYhCtjs9i%EP!uNMPy+ffR%GEVVWt*QV4I;j@feUgvL*bu z%M%mAYK>)pf>D0o^+X^B09CM5BPuF@=b0ZG+^dAU9t&ER0Rd?IgP4M77Dmn?6owZr zeM10U3e{!IsX0_)`KWLwQ)AP62xpIg?OJ~3fkIpv8RcpV4S`V0(OUfr%*w0uQm%fz zN}cXQLG9Z#P=}!ypi5Y4Eod#=Q%yVJ8W`k-vhiWZAD8%=o-s<^0Ic}TyA}!xcnJ1Z zX854x%jPKjbWaei2k^^t!yR~mF2THSj^hL}(E9q1V5KRy zgk?d~5|+;?#3v5-OaphBauuX>r~0CV1rb9(s1xF*OJ0YkG1q}CTy_u6A`=xkG@wQx ztz9_!r{*fK);C_>Y#lg&tWir38FW*a3li9`SI@*alwRwG4xaNX6dNlsir5u&_i>0^ zqhPt9+u!_*{@Gfs6~lNid6Z6u-SP??zTB{uHN@Mpzt)MP4s2bS%kUwrbUPY7`y-3* zG2U$<^n)EwLn_Njn>6+nP}$!~jQTAN0@@P(h!I8#v0cHH1&x!$OK64Napogip`i-A z=3{aLZ7Sl1a>6;)LKUDV45j_R)Sz!yHtTqbA_TS&uCA|SwnIFmP&B8QAYIfubp+hI z;g-7FX?lY&(1%p>!~jtSPS6mex0p_ydX^H;3Nk>TLz3oLQj65%0{1a{GX9}p8@sE- z2HOuDF_OTR4YJE=%zqIFZqJ$6qGo3^2YZ>mBZN*RqmR^b-aaC&)KiRn%q`J;O@YIR zIM2#!3>StVS1?(zl};aX9KVhx3b8wZN4OHpPUGnKO4FYN)219e=uQ6ipzO_F^sq@r#s5A8mPkOYw6R` z8LI*~{{R?1AUY|-wh00ecX3t5jNRaa$Omk!rG?zG(w#u2J+;sb{5Diem>ALAtBxNK zABSyCaHlzF9;5c5R;!`FaJhr<3t-2RD?Kr zA|^R{a!jF1L%Xb00TDehcvF8N`{3X=cHn55!a*pjUf|pTfaG1yLS-y*lMZXU+j2E!!j5v7=&Z?(P)JE_+fXab_ z7Fb7_S5;8)5JA`w$3Sk3PK1h2H7F8^nyZOSq^uf@)@IrHg{#5smb)qN$_E_8dwoD& zKeM@P2MSZ!lp`_8bWjPbfHeHXKflbh7CU1v6pa@W^4ay1dbT7m*R2bNN)1MKvDfVvaHP~E1MxaWy=pm6 z#z~SD9#+I?CLnF#qYh7zfew5_L2R)f;u5!2o+a2=&tbzDAh^xqs}Pi``@5DV!uP*Z zDex7t6TTwkmh`1;W~!I%GMQJ4iO%`1PoEIdQThcLv%rQ;VXm57Q;EGRr2M*@S? zLX$yuqi_A3Ya(^oF!y9UUPDyY1`3}mWjFyw{-!n#bELCdBIF;|5(DJ%|*Hu46-O6gZ5 zTVpNm_u>=;1I%qF_+`3&m?kp-c0r&uH~#=(PiP_T9ZwewvJ1sAc^;+CJ=r$7M5%j; zmFHF0LulrUsUR0Asvow6UJ76DqIzSt`_$qExw%W~Wq7@7t5Rl#^8euOMM-jNoCSxCj83hTtR1DyJZ4nnA4AC4vjP#Q4; zheE}THFj~ic#jOiR4BP=i*VN12Dmh5WU!2li58BQ+X4{6v@lfTEX8XTk}e@FJwaVb zb6~Z@2mp`C4Gp&M%uB)rFEHK4?@>SHW(aU41z$UZ9YT!4CN2fBd8P>E*HCe)E&wl3 z4}3$AUl^9Wqjc`39${)|TQIQ~h%gfBsip;k7)!I_X>FN+)jv>a=HsI=*r0Fo7&`_n zyT481Syq;S$9REghOWS@Mh(?+E_eR`v8!r~4&{Cz-DKs%ELvD`5o&G|GcxOg>S2v? zi^}Hth=8RsyM4|ycOKLhCP)u8DoLCS8;s?c-SwEnBfNNwildyx(#H9SiM8`9=HZZWD*GH>;ArjC zQ;cMMMMj`!A2C$yl&JQ*-?%LUn`OFa-UrmKtMQ*gAGqPTN6&40fJ@&G6 zNWfYyr0V*HLg_;p0)wY>mt&=WQwAoa7}|w3AN$^44*HgS1?quZ<3yu(E2kcZP;Rmt zils^#jCXCQtP;_L)E4$r0;MdnlE=(axTYUc%uKyzS#rKu5Ub7g;!+Y`gh2ra)D4A7 zpMmY!L>)ypmkTbp@}bf7KnQ@y~TW>N%{VFXnK^uSuvdLs@% zc!bm^IpSo4Ma9czj4v|Bh!>Sv=s8~yX!6bw;CLhULnannB7)U#JC|<9E_s-ssFi~W zI8z>bfVZ3PnNlEElc}w`yyx-6t^(jLyj%%X&?g&f0ok8_{-f9K_ys4jvASqPG z1KL!e8EIJ;rP)QW31kC;-;09D*ioT+zU3aH6_JjL<6!{><8;I~0eKujuSMYV7<;?R z%yb!Fh((Q;Fov!Yj1IE{Xb6`IqBY?hRcSknwuEga<3;BAfQe@}_<|4(0PoyH7c(;y zI@w@!w_q_B$iRiZpk<>#SFWLpLc$q@4K4iy&Naf1@Jq|=|qsM8Jy<-RF^ z?>~ufla_Zf+Pcue8c+`CjY7lpj0V8+MteK6Qp*k!2&=1aSd`)*u=NhF&qJoAK1#;0xgkVC{JAbtku@wq)!cr3p+;}$^BotFEN2NlQXtrq32o3ZVea0pm zGXUA#m)5eI+xlL zwui)S!IfJWylfKsj6u(B<}HA_m#CZoY37UbI-wGUsEnA^M{6j)Ba%%X4#F216sfRU z>a(t)i%Xe<97_u~1K!Dkq1+y!DInW13{)5{grFEez*n9jcTwZE^7x1h!na?39Wk>SZQIDbq66crcS8+VCasAT&oX1Y8oy zkR0+!U@Z(IGk{xF1qvFmfD$hp%b~8EX@~&v#$mKpTRcmkb~SQ}wLxA`BKA0!NqjKG zyGeK+AvQMs%r?Il1m52;9OB?xborKLUZw!!;#KRO zO!O~`b1jMa(llL|2VrDWzqA_Pt!_}PRcWiZkX@RiA5dL=6;tklu^Lj20N3#i?aJNw z@#YCs1(lJyH`s^wuXai>^ukQ9dE#2#XLzZQs)1giRPgM~HbK!h zG)Zf#gix^8@R+le7npp^!~3!aPm(9>;uU7;wX?9*!*HdL*ukl-j$^9U?^Q1Yf@~gA zq7)>8fIa`Rt1Hlp0X8KB3i7NK>=8=H7dVGVOT2qYMr=QTSk% z)(&gLs)7Zz))xjzT)KlumDIDBdki*`^5Q$`Lz26g&}}g(l;k7`)VIV)s>v0=0`Mhv zR_+>>v=+HX6hqBsAccc5wy;v@%er2kNDa~qOCy);!DVz0GMy+fWJaLL#HPQJV70lO zN-!M7=f~|I2b1Pt8ZFjXgafK;iFn`rfG7Nvq%-CWw*gj%+%Zl`^ApQFj2;8?D89Ie zbwsQx--?96SDB+V7du`c43%a>a+>oBxjE@-S@TdpP~MjeqO~xzHkRHRZAft_Yau;i z5h^)6>Lsilyh2|UQKgkE%mG?2NIIpI;E8~x!>F57a3#z={EJUfS2PdjWpiC%2xfUgH$lY+*Xm(;iCx$(s%I=8GLdF*Emj3|U8zpvhLHIWi0#;Uu zXBWIh0`s&RiP8L%T8q0TDkcmM@hE|k+fNY;%C-YF2LrmL{-y|0mJfYHIm0&s^nH^9 zP}Q7~T8iVsDhFOXkdO>6CSa9HwYjj+@SH{k%EGYdw%2m`7_|_h8m9Oee`O<=a7^61 zI*ewz<>r5h+_0_7&d-@eU+NRvreo8M5XuQMA~CNu?jg}?G*?91CeQg$&i zZJyArpQt8PI(}FNL(1nH<$^=xV44v%?iq3R#S6J~vvLOBA?M}L+*g35x^w%O#pRU#P0K8p)GN!iJql`eJMi|rPTFCzZZ|WopjBXxbY!@M0^VGbByuV~OWwtrY zR2BITFbTC{+(DtnH{20eG%2^aMMZ!LwhL4xp~M?NxK9xS6>%UFkuwosyUoK)2W#Qa z)EZ=9XW~7HOG#e(ge|SpB1RK?VWZ95)^)1iFA*(J)rxsi8Y?**xs)oR>jUYO4#Me~ zb@`V5FFq8>5yAb?K~I5#VmC?5Wk%r{P22*}U5MNGLxmH0<~sp8Boe98;CEFHrU?M$~D4Sh=!g35?y7Y`6NCn!c1N3_N^3v`WZDTV;e zcEfQYEHFQqfkM+Y6!N@M77!BDLWGFXbw{{JE-Ni@Fee9aclf=-aK|QiV9P?@<%Uqd z)VtOrTX|*pmqS$Z1AUKEE5J;tD+#WK_dvNz_!L+zzG=!L^PO z@lJfg?d|FsRJ_rRM|O>OanlDFIF=%i3?Vw;Zpjb@DzS}1K%&~M!nX2vQFv}LU?I0E zxg4X(bYCyHy&l-seGu3J_LahmHpYinkiiIYE?HHw78!E_(>rH^6*pyWqdx04OSG-V zF_rE9Vcrf)ckvp+gk^zB)pjL^SY$R!`4L3}{{UkQb(shG)D98S=iDx0?YH+cqS<~r zmg0*nQP$$?M*-~J%jtJ1N$HF>Q?)Z1urY9;PvQvyLb!@ogK0RYyQn!J+$CsSSy%Th zG>g;3Qn_;luI93sf|nb6h`Ov|ENKM%$HfWB09vj}d8TE6-6y#Ri7q8oMlGp+Z=j!#g5f)73-{#W_rxrtEu^0~lr{t@1-vICM_k z<@=PkLidP;kl%3<+b1E2HUsvGl|f&q0jKi<@HOQuWnSQ7uyVcKpqDF}aX` ztP_DpH3udu+$>r$p9VC6x#YR#5=ZDvhw~}|lifyM1diB$hy@u!qHWvF> zv{}kFOFNkKd=nH6^D_z)#LY_s*PP5aPjM7sEio)CXxc>N$<0oHyTy?KGs18|ps||> zqfpcpYS*>>LS5RKQ%5#G46QDA2E%yr#gM5jrxGO&Gb z;u@*ZO-`L9Nbj>!;kIEdkv8%Q3q zGfo%O1R7Q#ieTYPN;LuC^DX1l>~s5$S61{m&=oJP`+V`cPZrdz(bokxnhe{v{~*I zm1~R;i$I>B2&MUR8VWBoxYSz>x9X*k<%L*Nc2E!RAt6h^7T z#2Dg#3|b)tT1E;n$x(v=$pz2=?2T?I@elzH$+wX{p;%$?{^I@|;v#ko>QFz7#lU+v zkl#4}0I+tkir23Z+Nhi-FcdT#)W{ZaouWt@V?2_LF>b;#vh%gMVMNAiwE&8Tm>Whr z!kpK{uWY@kBBt7vlT4<2O_tci5GXo#0Z6(cBF$7XF?wNJL_o4sZ?ai+uLAJFRK9tR zg_B!?f~azn0?P)i+!V~NFs$@r20LH4Dy^ETikvx#R^FJduDX;weZ;o)c)=Z3y}|E4 z+$iXC0Ob2b18ksDo42>FkWk0;B-FA?G7Gh*P{KAHn1dIlA6)ooNsi5G6(7gVl!qBnS!!@}{R(|3v znd%{6Xfuu_%%e|ml5=^esfK!l1Iv4s>w4z5FR4#_OLJ9MnaZaa{Ypgb)3`D$g)6m} zBq(r3mNv5DcFU~F2&ypz0+zeXchqH>9FR=I?b#DTh~h-9t1N0#0IiI)-o_JfqqC*4 z$;^Xw3qr>)2$6QCLL--rJjQ6#fQJ_bOPNV2c_!&?4Y=_V3Rcz2peQ*1s(5*Z)dKP};F$p5{{TpcJo5{!OX$>I@I!tgcM)1a&pVs{0LW*<+zhF^CUe{u z$rW2z6rfx43KxUHm<|ZS&Mx|4GN-7xDjo`V#5B5Uap0%PF*6CGuQ8Z-bp`+|A76bz zIZ9q{`kEm0+q;$&=WOm+xcZxr3Jks>Q^9$QVh*ojHL<|%< zC1hc{=4L4;67{pSx|gk&G(ZL}J;jKHnWtg+#JJ5vrl*V43dOl>%&Wo60xjF1zGa40 zyv%vN2ahqz{ucz;s$dk#0b$gtZ09XNiw!eQU?u}Ynt+Y)7daq5m|)Tztjflh7f?)l z?xOqJddw?gKBD!p+VM1WzmzL9Zpvz=AR*DgS*XF7pr$V{6>2;45#AS)azx18M&-)s z)HEC|=3iJe#1uKU?8HiiDqD(8Uw#--LRx7v7y+u}iC8Uys-YFR3Bxmpm_!Z~Hb0a~ zdcj=OQMRLpJ{YHA!8J0#P1tcRDyzd^xGJk%VH>}Qx=OxaXBjd>B4vVi45OKiA1rPQ z{{SXnLjdz~%~*4KKt00AsOT z)cNWKsV%yci#Eo54q#8xpmdaL;wl9wwxvr;$A~bnuI0mabnawTnd&ojNc_W4K<0^l zq<#cagNEw2)EYntS>gt75Z&%l(YINy=1VV3C8+Crg*k7bx`RuW@tC`p1Nniq_&b%Z z_S74ex|S+nAgkn7b5WNi^>4(hk7sg{E$RKyMYLf!h;3(*;HW@kUgsPRs#F0EHnOHo zZOIrE73`^^f^`7dV0=LRqbn4KE4Uyt?jRp+z~nJ5vX~LcLJ5*BQcDP^;8qBRfvVZe z9Qii$8YE{}>J^ZU*-H3?tn9opz-kCl9?bJC4%d3AbGDN&P!=#bu476qymt;8q*1DY zr?y_Zp>Cnwz~b7Oh8?!VWd#X}Y6!@p{1|CKHtuEtnh^sU;z%Ve`Ip&<~T6H3bAfp`1v9{i||2g#vrsNUSj9RiGOnI0TjMvm6S_4 zv)^&Sg?vW_0px=nWc(01_P({-GhbDNIVIDF=XO64 z4VWr6)N0H@b8d`JduLFh9BKh}ygWx`SI3Br=(shnu0Tvs>DqY3%;cvN))Fs4E$MXq;Hnu(XhIts)%YJS`y;r8tqUh16)G^ zEJ$4?@f=phJ|TvMOm{J}o(Q2tozxhYLISaf!qZe8$JFk&qIL^3!orTOk=A&I*#7H$Bxz()*DWgND_Q35l3n5M@=A_=CeYKFYZPyyp` zm{jdxuxZ#~D?l{7q*et|SeTBx1?6~|fHhcP-QZJ-mDV+KN-7t}GRB3A5ldk%mr{r^ zcXe|^NA^MLA*`Y;Y~Yj>rRq2ZJre`5_be|q>LKv)F81aKj$d5G5K*4y7R7i7Dl?cR zms{})XznZp3kDu|fUZ}mVOL!w3>ot-nz*xO-PF!h6rF`blkLNWM~v7QjD`^s4qyP5Yfcr2^+BU0$xT z+yl9wCz4Lyg+>~#Fs?7$)u2kYBrAc(W=(VN()Gb_vfUwf(hl=iu8*vFRGIBjZnZ4nA1WLAlVgqz-_-x zR+xRR>T669#QZM313QS)wYW>3zlkHEP^{;@TN#P9$`UJUqPg#s)}dDZF%}U|2Q5YY zP|wXR@BYmlWOK!8p+l|HBJ+!hRX^m*61ULm&;X}z>vSmtpu}wJz-ed)iQ6>$br=Si zGpiM^GG2SgE#U3y*nw0#&9~@#(alX({3q_qbL^IO#=XrpEc+)VWN>M8J|;YnV=zJ* z*cu=4aIk$CtX$nG%%~|8#HFI-F_31$Xkdlnz0wIXwgAoZ`$tJxW<7w7bmUwk#9d`h zCFauQQ2L%t4PWD->(^d|gCA_$pRq6jw`@&=JY)KilwV3ti2;T(r*^KPJ=TIU-!6%b zN6Sq@8Bo>Fu>>b?L45l=zOqc!An|adG7yLiE#(Y}(oSt5i-taxOXvk9`bL@&2Lr+T zQsRd5Y>o43W0x$43%v~|OuS9TNv}ivxGt z?~;G+(_89+Vtdf#HQBVi%Hd;%&z$XGvz^!e4uU5FSNqV>KDcctUM#FYLi$PdMGdN4 z;F3iU{&VU;RGwgMDM(o4*-(xGqIB)M)n!&Us=r_cr`rSIJ`KJUo0$GIqnjnx9horx2F1z-Ln!zjtHXc(*^dx|*^d)0mm95L z1X>=Mv;_K!Vbn&6dVuClsEI)sv*yeR9OZe?bV zB{)M(S~|{>(^?00=~AGj%chn!hW;^M@qyy2TqGLS+lCkS zpE4S{WvsOoP4x2rZ>nboPnZvG3g{r)e5FaodU^ZnySOm_j`Huj8Lg)4P6bBC>P+cP zOO?eXx;ia5#L}8Mb+U_?TX(E(-3jA3v2Czke*sO1Zx4gvsR~BL|EUgSh)VOY>)pg% z3$|-)B!xwtT0WYhdw+a)19|@WH+g@w``vEJt}@m;XDD)HKE1nA9l7wh2UqN$Od3%h zr!hHRMt+DInHU}(DUR}R1q;Kav~~n>sq>4Ren8DBQG>CDq4JZGB|k1bCJ{NlfMyjJyUMFA!Z*4Hi$&~TN?Xt7UkzeSefbd{CpbW3>CWBP zgoS;#k3E^?Y1v?_?BuM68al-*&Q)nmda_iGUa>mp?P<^*hoI4`8ExD0?)CZ{&*Vj3 zSZG5X4nby)|=LG z-$+MV_3&cG6&oj~JhFGohhp+tLRp5k^{e-;n% z3{X6m)h>|zD=)VYSXN~eOE+6CJ;mz6X%g|`4(JrO&ZHb!hSh^W(|kdk>pEoqf$o7S zC^QHS0}E4w<-KP5^{frbd!)R+5ySrnfO|PJ%#hh{!;~DJ{h(O!L@OiJq&>q#r|u-e zHB)T-AXg9ICw!(Pgyq_!z`h*$odfoAWzTU5$g4mDqZ2Wcw(21QABii`f5}xtf8xzV zzkw@)p%Zg-wRv>Db0>hIg=|SOwPza6*$S(k-}d5ge3?jL2%R0eZf0M}-r(wdMY)jY z$EIt}^49sgsQ%FHG^)U(P)mV&hzxBwZa^;f(W!JxQ-DMyMEeKwTh~V{@PgQaLg^2Z z@2=o7PC47YJ4pvOZ=SM|vx%CRj1#Mig-d01khlJD z&+>2mKH(tHBYyiixh;vKnnc`}r1DHx%LMZNxwn)eQq7@)PolIkydw*nas~ZbzFmVp zJVKc@38%Xy#wo{i%KS2p7!Ma&o3)7K5@Oo#ccV}B`x$N6RvUFS2J^f~aq(0b4+-y_ zt^rgX3$e_{9eS=b#FB#ESfLj=Hp8MA>vij`|M<0TpiPCKUFro6vRFk8aq6I>&uc2p^vbxOIu4AP%UIwcg{b%CV=0}j;3jB3p`EpZqh3&$u z!QV}=H1jj}!ACmN*)gl%^heH&J(~vlQXbr~-)5E_Oj+diFnb@?&EC3` zuFDW_b9aL03I{Pp%p?97pdrW_vNB8q^Ilm%Fs==i1-wfWFJ@Ufkg6usEQt9%{Pd56 ztL+~yt{rgA_!zY-z_XSS@C?E{UoNSHG~%{Q|DiBCByx+Qu&AX~gyGqq%3Q@d@&7$i%@{v#vZZ854Ts`F22XG` zQ6FeXekW(o#R*SVC|FCp7T+@6fm`V7+16YgZAILCN0BLEa(AWeZpO>r(xLmlQ_jJ- z+$aqkN>ONh#cb`ZPV;B;8SufJ7}RKoAksSst*wJU z)Ox~x|KJ747+IzJwnQlYsfZ5y`6ku1*OUA7@x)x9dN2Fgr6Xt*Lk{Tpg7w3?%kv}h#0gtuvGodF50}EgT4Ga$II1oxHNFZ25zMqB2qGwtE8V1 z&5ON=V%K_@!fxQ}@6ih4xInS^8S_OYPmy?hzARkSoN826OL-=H(7i+S&)8^|uE3~W zQX>k&T&T}X6$JS|>7{o!;};ETLo^rMCJapJuDM<&WFYg4dNOeuAQ9`m4;ptf8i%d3 zHILDD=`#0U*QBc(ZapVe@4lH1G5*BFN&JL=&o&oH@hxB_tK>SBA%z|l%5F&#c{{zl zNDD9q-538%4}4we_dBvJE`~pf$y^;25Aws%1{lljUQ$3;E_<3RH*6I~ZaDldZI~LJ z@uv&3lN@lJiDuFHsaIp1) zrup*O-T5gO;a+lNQ>o9{g8YGr@HR*8Uo3G-2=-=ewm^Y`ukk=Q&z>zx>GZ098I6_w zSpCM;Fve(#@zmK=^nYeeP6htDv7Tte@8^OPTT_Bvz{F7)pYmfL)c~$(n%lV2x%TtR zVSVzf-%TBGmj4i^uLFx%&qbAgQkA)phn}xac+UF)3|@|gkt`?Bdo;O7GvqRbZRG}Z zymPe~z}(i23y78Etah?_A_3wLa_s|-2B04Uwr~5VD9vGCY6mSzGY%x+l)5*~p*>)( zm@RU&D*7EtPR1=$>9<~ntSNoH+!(2?`A{i5{~D>WGeq)V1Jji>`S6OR8u+pg9i|#c40aN($t*crq+nc6 zqtyD}f?4SRp)f9rU*R3->mKhOz@M6a-#!;%iS!er-0J1ulVuWszCZOxJ7w zt4q6Q|MTHNA=*ZVC5s?n>J^t%prH0RjmGefB_tIbUb*rEs->KD(FWLvw@a`!q!>+J z*$Hw~lpHz0;e!B6xTbda`gdkZqAX@axi@5zfoz-qN$rzsyj}Glxaorai+ash_xie`}14X5HYt__Is9o z%!&KOD(gI$>p}7-0*L%j`c0t1GM@Goo|JwSLb1*eXg!pg5PFvYDXBdow(1)9^@k^> zt)bhJ64dp#&uupmF2pdqD&lPwwc74Ms)5GGns^qkhg824R=D#fXVE7GcqGmf{IZO! zla}6z?x1Ux8i&-o$?GkvE#zl9FW=)%&2v_I;zJ6ncNVG6J>ahoOY;4EiTP~a*g%w4 z=f8-e!;ko$Dyxt$$ICR zs`#jKyPZ6qcuD!8R8>w<`T5|4{q3AlFt8)BZ8;_=BdUJP4)Aecvq;-g5C*m~8J<9O7D7R%qgG7RDnW+&iK z7RwIzX1yOP;^6(j^gdQG7sv$cpF#>=Cs`Tg%ep*Q`;_y_5RK>XEPck`jN9#ld61zK zo5AW@6TR>53Bb*|)Almg19|YrXk&ruHyr-d1w1yK*gZN<0GLfH{g$zFqlVLs-1jvBWMvvvLjJF^<@=MLqML_KdgGLi$cCGKKrmvtNPf!Q|KGrtq- z+)49R@`fEe6^^)R|1T1Fd*a9J@hT-_0Z;A|D9u-Pv4<%(Kbg!Uv(7dXu2CgZ|47#; zR!mo9^q&k1{7bi|arYQ%#YI_@DU#O1KOS=EQJNJk&&CDI5d7Bp#;$hH$4Tu&^NvCN za2-zP8aXm95%1XZ!7RmNr3uyC0Zq7{ZB-Z>DM^>cbTqKOyXhjb6CITbof08?Ez6s2 z`1Yc6Fs_RUybDX%)rSSIpuGHdiNEwDG@P9OVr0FwmBtapUBP0L!DRHiqlMtYr?HH^ zSH?4YBW~ShQ-0Y7xxjmodl$}Z_FOn0-8HmxN~ozNQ*pgQ?hC$6qA&1prQ+5|7_=U$gr~Vi@;N|G{~!`d}I3!d=)hNtfZC19qq~C(@tUH_ZFN!bOI= z_T)oZr`*XrfrTj zO;;I2Rb<;7)TrCR;n1hlmd# zl54XAwJUi|Rd%IA)$C}@R}%3Z>e+aRBBs#5Bez^{t+vlZ^W)>X^ZCnt&8By&`+T7N zagR-Ei+>;-xt;`Mu%Qg(Wz|~dm@Iny9Q?kSFxNawJZ5pcd!jZzp8p!&WI4hT%jRgN zjLQbCj9MRz>7|7SM@(mA(!OAj+esFD;3SHo*^t;(-}Umh1ai656mZqiz5X>RXIVRE zl70mkk%pHjN~)bLIBf?J3@BTKBWNHP_Wl5d19XM-&;N~YtBt1AWD#>&FjqL(|P@{UdyIZJ|P-aQucF3lp|rWk0`b1jA7|wX#O%5WQ^%kZ_WEH7P?s z8mJf{-qEZHntffcA?4;wNhyprD|?W@`@m_zvH;5=EyN5s+t*1ZX|k|K>fgfoE8rp$ zpt6#dQ6XU)F%lRTeySzS{ZBIKTPA+5j7M(5f4K6|kfTH$QyNQcuZN74+y=(a;lX_z z0yCQyjXzereym{U{&5Z=Rs8G?VHw!MJ_l(RG$-3xMbmcucSP(VcodPsDSQXBlt`jh zC(~7LLVop-8WqBQ_=*@O`0D$&L9XRLtt1t0^{`hbnh1-eQh|j@mSyKY*^*OhN%hSp+Z0vPiEjN4JJ4Yw-O5dz=|gD@Zx%lMP(q2X<#o5Q5n`5$pW(5j_O1Nf>E z&Iv+5=zg0~vo<0cR^S_hzSRy{H}JbTd_9{~QuWcaQt6p#Gu1ZnnD2(+_4}nlTEu$d z7cI|OHQ~rX`<|;0kVS#DwDVX#zzCZV39=~JsQQCBjRw6b6@hUL0FQ-D*xy=r6Z)RWDh1KM#~jC@ETTEoIsC~`07i|rz_4(1Qze5y4ludH-*Vx z(S*jaGQWb9MFgN*!AYTf93`-bvRAxmg?4QwqWA&oM5dPl(brn%cA=g3g^S|8i*Svr z&S&bX%FG-O@@HA;lCxv8p>kmPD<)r)qlE5`nCmZxN&3bAf23gnW3>YENRZd}RYxE7 zx`(~UwqL(t%x5xyNDcezX!l@H)J4~{sUT3($3TeN$)Mq#>i7(5HOHE! z@2SvtiFgj9y>~kq)l9P#zB(O(4DN5@1PXIo%`-fN-=#QaxkQj7w>7h4 z;5+@)w%R8vy-E7LK4D-Vm0M8yqLY!fvC9E6B;p3IyU36b_gntET}(D& z51UHFac%zt1XiE^H{SbfF)+84SL7MEDA>kSFQwJ;{Oqn)ofMsvzXyEn8*8bVOd?O- zbwo~7Dkfq}nKl(1Dg=5p4RbA~m`QktsL=i0(h#0_juGzj zlE!Qng807qa|1*d<_v@l7 z0oxN4IXwuyVpc5kHuwR?6jB_1Z};5ic#T^nOBbe(EPw^2@vTEOm^6OK;rHQ}2-tC|s>RE4i~4P0C%H(| z^m|2)%qNPOzX-nsXY2tD)@P=O79osQH}8C#?i!-)RmXftfh*-^E{X4$dvt_XroJWCZXVsit&z~0Ch~Dzb3d^=_))|s?p)&?SR{jTI&v3YL zC^@<1%KV2y*a=USYH?Qy$HzOQQ;uQ@_>3?#*-W>DiXA}Je11%n?eW$D6_3X|3 z6lk!Z_cv4i>Rf0aODtle{s~8m?P?v39hFK~%x}{$b)l&hMYs}jF^F-T}&!!*Y-j8EZ!&T_h5ACf?JlF$~vW=A@n-< zvYw2fokN8_WtacO8*+sDi}EyGZDM(O`VVfo(9@I@mNsW%Tll$LhX0;U@dE+X2&*A; zH~e$Sf*vjB5h3Z!k!#;%H%mL*3G z-Ys8WF54gy&(TZ?2y9nTadK1ytCu`QY8zI!6uY{B3so&p&WR?G&4AD8Q2R%=@v5P& zLp&u81+VMuO1^_R<}EL_Tl52gTjhoGx?Wb*T@#@YE8hse^kd<>`vk)A!@mMnrX1K; z{J__S%<#y*zD3PwmuO9+Uh1o2HLrPKX51#zUCqBzubJAWW&xgdN{6a~ejeKZmFyLj z;7hgeKE^dcxmi|mf3Nneel7H4mba~ysrAj=q~1Gz+HQX^x8h~P?+I~4>f-&;{H7%* z0L43GW-F!NxdBYcY%Z>A?QWjBdxETjhI3HoGDCu0k!FHh>N-!4O_vd0NKA@>TTFLj z_^8<8thP&uI#-Z)P34N>p}<_;-T7@k?^@92Bd^0M0?*!<^DBv}vG0#>G}P5dTV zT>4Rx-Nf(iiqOhJO8s;@VZbQKJA%T|9cd1k2Z5nIFnRj9cAz$6(Rr?zn*5ynDMT3m?8ZY zi{#~~EB(SE%6RQKr;?Uph%(HdFG-E>V{$xDYXEXCx3KsVrRXVXU;Hue5A@(-t1?Hw zXnA7{;e+b^Q${6AO+sm2ikX&;Y3I-AMNozKP)-S(n`4l7^A9rt)$W(>KG_%++{~bX z)@<$^V|w0}x^;uB4C$^}ILk_dlCGg=5YnMyg;4E|2m^WD&X0$ke8Bd0Sh0qmvYbFW$ zas%0&^Fce=DAw^Q-D_wR#cC@$|_i^MJvZ`|~MY0rq?T zLH{N2tzx%Tr|zBPju{;R$>PD7JWJtxsaLa0x57sBYyCQs7SY`r~b_QXEo8 zJcLj(n=BT9YRm2if66f{Udx@ljb@xtzO~zk*^*ZjXEOLtfl|A&V0PRHi7{xOhoYD1 zF6Aq)pDrfS;UH|fY-swaj+t>SE045n)vvDL3ald>y!<1!(BHH=dByFR<%5py^}0mb zFZGHJq?Q~-M6RKNjPj67LNzlu00(a3h0QLr>1O;Qhtkka(Hbs;dC|^*lxO{fl$FS_ zeWsMaE45FVPbC9SP28<-lOy=Nw9XO1)dNYlXVJQ)B`*PE;;4z)U(Knk{y!AIosl#% z0xwX)WJ8t9(eMbpT*UyJZgb~Vdu>+h=FZt4h@FMS1ZE>UfxbgOAoDH#v6}sqxs*F6 zu^@$@o<;>hu~GYu1&}RgNpHP}k0; zn69YM{|w+BnI+s+{F$*lkWiVLcoB(BCDQbN9t~#)m`|V z)7{&MZCM>>eDc^>Si8E(x%GS1GtIVk2Rc*zOMYA9$YZE7YPGUNAj=%hQt3qvqa?Bi znRe~a-CGFTX9kI!HuB^s#zDR01t=pjn2vNTlK&hP$|$k%#NS{8%_bh;F2*mS)4}~l zIKx@)@Ji{##Mw|G%2d!P*cep{#;3wV4_N_%M2K7Sy{Y04&fCV7`rWfMj^SeP}62-Z57V#r*v(|EsxXCc%*#aNzf5NwXDae2KT>f)XcSy%u{@VR$Wo59Kvonx8H z)u(hmlfUxFk51dN#O4z$K;T%hx{j_PD1Vdt&ea+lA!sjZOq)L*^EiwJWn>Lt9uzBK zo!5Dzw(x4O#oF;AWIsh{P?14(O(I*}Nx$r`v%UXnNyVsYj%qA3$YG3wT#1GH%Se4qfnwT3$9mr7Ti+Jj90uLK!abV_9E3}3AUXGUgRMrE z?u@d%r_{Lh;Wk;jePqe}TMCPj8OKYZDen%vZ?jhMeHrK@WbJ!2un9GM@rLK+%tbTz zE>GPlWrN5z{v+*T3w^P{GTWI5AUAFO1ZB`-}4P*G$Nv+XOHnC%-@sdvL94 zdQ;nrWL%-An@yTtr3>z|IuDh$M7f6r{pLbS&J;8_1tlNzFs9)oK?EJRledOdj>u0# z-f**xtu*7zdV`fEKhJIbE=!)LIhZQ0OckM4)L;}yElu_g4l;m<{%e`~xDGk`pP{C3 zo4>aQiNWd=gNPIrH8axL*7CeB!t_1E1;F0`?}wNHmgM?}za4XSG zIo~DM#LCfCBNK}mn~AfRQ;Z6V0{!nZm~@nvuSbp=xTd5%!!H+4>CXh%KecNI=-zmj z?<$Q7h#qux9F&6Z(Pd%}%PyN6uFHje!Cw>Vbs*061ushV)3pS6oR=RKB zSbq26YbE<9dUyt&9WvtlG7E{+#hD=0=Hctc{mN2rqJOH>5Q-in5)JEaN${BZmq-E; zo%USyAdzpkOo-YwM)Pd`8qE?U86W()ly~o`)h0)3OXOoS%T!waolMSX6cXPnDLs&Cp1M~}dx!IIJIFTR38oQllUi@z#Jq!J-4tQkE_=;bOl1QL6$-vA6F< ztr1^=bWc!opPUnwg~89szJHyhw!pIIHL(UbuT^!ayf-_jb^PzyRn6qdK11_4b`|v) znUD|BPs)*kIrKsm!%-JpXR`ymR;4Jz`^179cAPWQ4TmHhf~t)MaG3qjXt10emRw&NnLacV!?WB}AJ ze~FEyVZ}mlDF?{l z)jheQM_AqH@8(sA9wO_TAoiXq=A;ZKl`&%cvX?oTR5k2vJt>jmY1(pP$iKzUx%r;J zUyPM3|-TdI|N^FqaS+a_x7sQ2>O z0%C@!;9nY`-D?^lE~?68mPB}&$D;d{YWVQTm6V^ZH9#1Q+OkuVis4hxwH%?da<8J~ zl$z8!MTV?dQs^jNp543 zZ(*_l(D`}d%u_+M(eCL4ohnZNTu$x68Sr3<*^m<7&nQAcwF- zX}4XCUm`B-s0509QTWHjwdYb%^@2I&{vUKJ}e>k z)5A+qDdf?Jd|Zshe>s z8EjvIV|9;L$=@MpvQ!BNQ9#S@pYONv(D!82JX7sgW&1Wyh)ed!Qcv-D7;&;q%n?vc zV$BW%_RGE>*t^gl5|@oQvPMxQ!rE0YNbC&GR>F}#P$6T!ime6v20=quHG?*oF1?P{fAX-fULkZ(mi!W@)wkv3;)G$7@Z$&fU#Mj04kvMCsa91Tpkz(H1vKHW z5{l(RY3_0#31K_og@BvX7=!ASclr;gilfj8>tleMvBUQ^lm7h2hIg3Qk<~T2da1Vm z1%d7Rb&FGrXf50XhL@?*h4Oop(FL{fNM4=bLszxOIo$Tk!!;(h)!xlc-5_Q>3|x9m zv!*W*Z)1E-etY8&ruLGVG^^)A%AcH?%B4P8pVz;pEOU= z%D|;>H+X(~Lb8{Z;C{%MuGP=QoE~rgsZ8)SE9xf6018tAc@(P{-<@#qO61v9WFMKl zRAg1K+#XGrk+cUjK2>{IByKFqR#{J4vTrXFWu$B+6T?oMq8}$>Bw%e6nBjp8*FFCU zWBcva1V)Y_=O-gJtgc!@{Eu29iak`sttv_zS_E8aSAhoR9@i~FLv81F7s&(!uX+k?4RCgeKX9fu= zVvVTw9qJD#t0qAtu1p`c5LpJYNNhEAbrFD-C#P5mAau4>UlY-Kxe>P(`lOHA^cDebBSRvVSl%Win zTt%8pBZw1G&pvNS#D;e3T_XcjZlgT9=#q{@jnQV|wX&X6h$W!0g@P9}?2rR=Rfy!o z;LO0;3fHLez|8yI5+YG}rO1r$AQi;jwm!vn(3B5ur<7xxUsjAo+f&CUc40RKC+adD zjnM!R*@6`v6HMAM$FdI7^@qT(4xz+1Y|3HY*W-6JRM^Lbu@ZS#T#m|EhhWd4JD04y1&bi5YbrC*jcdb`ox5CGuYd%X(k+dw`kn8P0^2bC@SU z6vtT)FNsz8ePqut@bGadB+o8<&1m@tM@R+6Hu?3vJL0C2KX}W&IRm&n@lVBY=WyXDzqPK;-TiNQoI1ly z9=mBj{fT}>otJMN4|e5>o)od&Wt-fsnD$1!Cu%SK$@W#D)W@CrZy6pSOVn1G6{>#) zhNXV<_i(zMVy%6JRhrODRd=Jyn1=m`s!i>?={SDfi*rRqMQL5!53?i$4ViP5+Q&-8##i6=UJ?Y`_f#LVl-e zwH&L$A9vM?J$y^)%o#RczrZuZ9V7l!R&iPrStpQ9T9-Rt(eb!CgQHq<2#e(IhdAk0SL=#Q4aYH{^d{?#Y-a%m6W z2oa3!1Rl?Pxh zia&=BK_XY26@pZtrlx9ft`Es_i5UWnrmbqR)xXjZ>^a3d`wMs$j;drAiWp4s#z zH0Tb29I$^3zP;{|8tIt8Fr=?I1r8Sd1%lb{(46nIk+$F9vRzw_`JH{7IFRBS_Ccez zQY(4%YGID`n2MUTPyv@TLc=>AZ0%1^Qzt)IBym(n~J^ZcF**o3(B&%Xx_d}3$>%1g4y-`;D zRZI<3I6g*LdN;qk12*#)*MEx&k|wH(q_% zp$fj}&9R!4-#?aj5E8!6TwO0z{;>kNNkh!AdSrKx?1Jz4yLatdgc*1%M<6#&{oTID z=r#YWM;lu1s@$-=R>P1cv(y@dwt z7SeW>WZyr&i&px=`DlVBtJpyiuJ&vz5|O&?@|0>J0i)jcbxLze`1dy@#UY^}VSx^t z_{uS6%(Wss^_Ig2b`6W2M$WC30+Gt7V|oz05R@S74({AM!VEJwJ&|_F5`9HRw<+`y z*~K~jW}CEpECtIGHY=@C6$LW9Pje*y76{^>jc}P*l;-CrN6n&H4;v<_v7^@J&&Fr5(vA z2LFtlkCE;B0Fv&KFIRl?=7|~~UwDA%FU8J!D}1BQf(s8G7yIu7lhyc3 zLCL-oEfgV+Y!VHU{ul(MHkU+Fj6W8A2GYw zOxdM1PoDhXfPBSpHHE1@Alf%qG~{A2T8ej}rebSP$tv%{o=4#4Gv0c?W!PVIuOzwe z>X8VL!GZq>mUun?QDY$UkkFOui^otg5#5pbFmdluior5%!}r*Z&*HVl{{Zb0j04(F zzs}G(5T^u3v?gP5?1^AKrgtwps>O03+2~n>JyNfK&hwgx&v=1wtabhiuaAEV`+;HN zJnj)9T|N#eVb5CNRQ0l_KkKT!N-hawZ;d+Eq1Y|A8k{f5sn(S{p~hIz{{yH@xF#f1 zY#c;y83>pL#B`CZ%dSfM9V*d24R6L7>{>eaAlKGMg?&@`pZrdBTm3j3AO$C+(0xy( z`aT|dSKM-h)sVb8&tZA}T#yH`LDrJ*H~;d*2)kyMU9=YjIHe*N}H+ymObh;Ph0bcnek% z@)c(wm>Xb1-7pYN^+)DnVM5&(&&6sb3LvNq2f`IE$Is?&Vq^`!nlKBgaoOXjQAR2KH;cH2!UFMSmtzZf3Ma4$*(gLVAethUKl@Sc;BugqwdD>+5Gqh%k47Ic^I2i%FGhF zaS@=j)L}pWYBpmWJby>Vz?l5mJ%Gv>mGkD8vOC0AOl@WBD5>V zR6~4n0?`4-X}wCJ1~$C4cV4n1v<;W)PLlcO6>{2yn$A4GDhSsG%ggr1i{)HdtH)q& zo$$qpo|dV&9gC0$4Bhl_IB#dE7d>ZF2moT zcU!`h$qnPxPg6j0$*uRoV>)6pw6G5jG(xfm;$E5gJ*;n7Z9L6W)TqgM@fW%8o|UA@ zjKKIM{Sc80DRZt-;yiXlE6NBC|2Jh7ybYWv6}olxK6f*09=Wjzw(A}?0G#sh0@_RM zyHoyRJX7nWXUfg<7D}qdJHBXWJMqeUW|wp7n|1P%qy$^Qq;CEH3xXki-sn1rtZy5H z!D1`SL_>@NBF*4d5s`A|L5mECO@P;tOFn^ph|e^DvXv{*oAR7AWqS$ytQNNg~M zeEuMpA|@}A5+i);#6nf8!EtJKi23t32ZjDWP@FTI>IszRm}t?R+)x2s1;I`~Qx4E& zID9|>1Uz=b0eEq3N&;-AF9m!Y%3Ryh3VfgvyDhKoT-wtY%vl1BYnggR*E!*oWmcNh zvrCcJD+Q4*nzMeRz{^ee)Ycq11xj{?HcxD`*jEeUzlpRb33~$dDn%j;*)7K0 z{{S(V5Xnv<{IHMSs;WLoDz!{z;TEaxQa7%p!wS@BR-Z8$ARMyEW#C*9RNr$RWm;H1 z%Cj@D4YbFC<$RTm7BG;Lpi7o59jxp9n9XAHVCOM#@-{s3f5}~^WqFrC39G$V`x5ji ztmvs@Ar4besP<(40CqtH1B=Uy!Vx><--?#>ft$xVf^Y?Nj3}k;#HB?}C@b78df}|G zyM{Gkg2wkL5{=eNFWg;J4(*EY4yz0@8?$T~5CfXTTMG3~o0uG02A}rkaE;MS^UOsu zv1N1f1p^@01_nTkU^(rUo5WEad_}Y+1ust%EB^q~0JrxNhXuT{wozKP9IbBZTwBxB z!9kasg7mhu0o}qBB8`jY)J3CZ*sDCxAs(wIRx8%ybRxYEuOA&;L}l-+8_WBrfJ zH010YH5MG%zc5vBJdc=-)?9};;!sMbti?-kZAz(_TC1a8;t^-eznC&C28h5v+$F=6 z4c#7|VHYn2UP3r5Y&QKKVCi2V{1KvtO*MV9F&_i_O7<@l<{?W_%3XVirEqxuVX=m? zO`?tB?UoW#U!)*e1I_;c=c!`OTE<`YAQ}*JOeq@;rI%3^yB?qFVi$>gIA3H2NB+=g z%@%4QOF>;RBdzn0)XW$iF=qK_0u+~-A303=6A??J{d~-oEpgM@!4U}dB_#>EW!DfY zL`o6x&&0~RW^045%&Zi(s;IQ^W{pfmzS`n)g=()*Vi9Ic6rKWX?CA+&t5; z*YNB_Dq`}R?qhy;aiE8|9*0n6qH!w`vI3D~ zVd>1NBcw23H>3P}FAbZ~n)d?RJg=AiaRtK}S8othaeQZe z#$2Vj^1~SN-SZI{j!CF`~$4$;kccjgFzpSPSd zhDRLYHz)*rj%CM1H)|MLx?O|*%pDHf5!p~yu~k|B0C40G-3??<1g!32Mgk zUZqe|gMfqP4&U|5jBb4};JqPAmnAF@nRIr>tG||%!9}pJU zA($$#ZxXu<%WiTo<8uy(v~2TmK&N>U#$n#qD2ANNZlZ&xTDymklnX(VFYmZu1~So@ z28YzJo2ZUhxXaBXy=%;9cpgsROfg>A-m2{kztH)F!TT(I<^+)|c!@>3wuk-ujcQXm z>FQ`ruQi6FaG)4D&imHo6b6PG{{UP?fxCQg{eQ@s!^*293;^tsp@EucakKu*iwyAb z)Ieao+piM?o5rXgLmqkHi_X1V2P9kgSc5PcZKSxe5fiJE4o&V~NqI%x{^6QzQ`7z1 z8wM8PKuq8SHSdS_1(MRLzuinLrY^0&ak^s~E01uj<-BbDKxao8b=2 z{$)`>u(hqsrt8|j8N)Mx^IQWisyal*l(PV={n?Bbg=)|}#P!Cpp0&d7x8&~STFjde?3-0&l3|xa&Deuh0wFPBLK0abl_MYCM9K1N( zwgn1PSUmZQ&tjBgJx2gsS(qN%6QAeiF&e^b#!bshtB{P?!?gz{KOK6AtWwrY!VQOt zeZt9G)2r?Y;tf4PuQmfz#|t=QyRB4M3#-o#GXCZz%VEu8A_aHG%lH6a-9Zw-w~~*z zpm*BZ9ZKjl)HYi&5-fRhECNfrd5Gv-jB9$Z{6iOoyI6$OQo5)MNMQbA0^$;;d6%pP zZHD##07&L$nu;8kix{hc$C#YzP*%2@d6ulg)PGPZep+7hWo}~%;0o^*h%#c$cilvU z1^|bNtn6(a?1j6+8IKu+;I8HRxvY-VYvKc%s4i%BUSNm`V5Ep~1DH9M(Qu!QnK^Y;HAyU8WsI^llsyxdPLnz6(>v=fIpTq@J znt!+g3@~!zKNA3K=IU4tUNlQM7R~X$%|sXr8+tR&HMwzuvN`;JxtDGgnv6u0tiAh~ zO1vzlYsuW885W$Z@_X)CR-=-Y{_E;q!9k>EigR`~s>Wi_w7yac04g%fg%z~zhpt90 zy;MD?RvK~t05uZo-D=jq`85h$lV#{WWurievzq#clB-L;bHfv22-Y$67TF5MED2_e zXE%04t>BqFJBekqx=!=zWqELkSokk^j$M0|)TGvS5QU1WxmAqe-X^^@8ZW6zRHadj zS6>waA!Ru0BXQ`04Y*O}0k9C?2mOz@v^GZy9M$-WYD(J*?+}AZ9kqYB5iMHg$2S%R zhV5<%=J@{rd`;jE5m78DU0{yfSI^>bsZC`3#aTl*Rn~VBq<6ji!`VD%QCJ3pRrrYV zUK;Vg_m~G1W|wlc+Z7JGsBuGAuCwALB4$vh?}&-YJ#zyZVau*eM>G zm7;}E>G<&w(x-u8U42B}CkHvm`<1y_p_l$fKEP8z^WcUDIf}+lV~I)-!0r_GJ0?)o zuyH61TF;09nH|M?7ZDX40E989-Ij-E<%_>4s6LPw31WcI<-URhc>wVL0Jzk7LWgU4 zH*YLf;!bVJs^G*N4;p?V)h9>&cgz$cptXFeSHL>!I^29iXdq#F%(}A~t|wP23EJ0n z?SSl!U5@@6$50zo5#|*sr9wjBoZw!fWjBcK7S@@L8&ObA>?@e*6e~5*`>2}3oC$V3 zvl>M!JFi|~ixeBbT<3ENDjZ!`_=iO;WimpAHmV+a{^Hacvj#qV`IL)NtDnTMwnu}1 zQ5d3uWn_0K!7bA2+tff?l%d7%<^VG#B_*5XM}2mM*Q!PM-edhEm?YFi@5UfT-679aTU_9$Bs- zb&%J0(L`2z(dH%W;C&?+56JNgR&oOI5v49e6{Syf^E1a3JucX|H+FtsRKO}F!psIU_Fet+y}64MKPW5iQ!UO3jVE-_lo z-lJ~I#?G^u&KK*SaW#Q&7j^RhiYgSm$GH5PW)W$l9AwL27NtUvXjuNeL1|TNH>MBb zWbhcn3H(E8YH#^~UIA}5i!YAXhp66hc(Mw9}aBXD@bnWL-W0K-uj#Yh74wb-t zr3R68aPUF8{NhpRFi;*CGTNzE9ZTSO%5Z&og661(c!`5%YWLbDz^MR$i zw&P`BvA~#?Qm6q{QORLB&Y`ek9JcCKrROT^@>XM`t+a1EOxFe#Kd$P(F;5m&Hh+nX zCTlMdTXCDgZ^z;Ru1DLefGMHVd;b7bTrwM12WPknIW4WNcbL$Qdo^{U0@=dx-tISc zfNgeM6|l~N>IexdrYH-oo3Kp%#cx$s1{?7m3jFsIL1i6U{{X5r0#)pKhKF7FW(C!B zY7D~*)UuK}f?q#o#Yr(iOEp^1xYj<^i#`i&g`e?a?%C;qfz@wPAIHwdQ0Lip^&wyj!+CBN<>ZazWBd6d>!r<%=w8-xRp&rm?HVGApd z)D0z5wAWJZ1>mn9?jp{bzEAbcilnx+OPoe!9sqTk1&AC1>yVD7Pa`e;{{XIPBAH>< z{{Wdl6d0_T_4>@9OKkf$#0>|5FDz&LL=y|862t?5O>UW0SS4kw`I+?`URdE<4>ZhM zawb)ytk?WC6y1GPiP5l>Y#>Lyv)zLG#PMxb}jUsObLy zVq0+oy|1o`w!pfq-H&f95d~BiM)~;SDnPWh8poIn))K8LeSf%?vr`c@Np752ME@9BiI%S28xSUCF;#f4A@KA%M$5OFagp1z|deYtYyD0u>ceQ0HbYs zgeIFdMO_C_HY5Nv4>Z6fsY*~K4m{>jN|NZg;${>TGyec3bm6odf42=>okx03o}qM1 zE>{85DYZf>##f*Q>c5zXV~ffGV$#*bVA(lJC&+-Sce%4S8i6ec3i4{CJB%1hb7VnRNo~ z8u*Gf&22B{301aKZ{lIq_tX7xNXumbe7~h@B`GqSdIP2fX%;Sn1%bxxv<|;~6r^ny!T+>B@VjfN=0rdjI zfH3%q10dRG9KnXS6u+sGsvA}hP@*$vvjyBh0Qu$W5CcKm?g9oAqnz$`?lSfq{$hpk zz^j0<&Rn1Bf|m9RGZ-i#td>NW+iRGGGNn`|E@-CT?q&d9G$~BX%^q8Sab0p{*Zpus zs=F3hO=|ZWSVUUE?=V%WoH4l5S#ug6If>UwLofb8z*UK5u!M^jK09Ipw)=(_c6Tfj z&Y0^E?0bri6FiJ`fM~A~X-4e;wYDnWtk@4OXjWDXrJMoh{oKF-Z7zoMpAc0Xj?Q|7 z?OIu&;|G|qYi;GhmhZkIu3D9&Iq&}Yib}&Hwe=J>n3*{K&;ckGx!E0oX@IL{^VR;L zAwU6Maf8OQ0Gd^e8mEuU1~6+l73Z8r6$NrKRx`;CT^4gi#dN+y$NN)szj*%u5z`9) z0BskO5YfoaocA6$hpxjM%gl>tV7NE{hN10StmIFdej;Tpc|w+P`i%i_ZMO2};=^=A zes_INAkOQbGcd)qgSzY1BGt;2bqj!@c}E>rxk6&_TjT!1HzZ)!mbd-FTUUYq0A^u~ z0M2a7U-lhFrmchj03oJq0I&~VS1kbArC^@HRnn#2KQOpAlbY+yz~)tCuNi=|o)pdC z!QWAB+Hvnk#6hqKQT|DFVEQViU^HOc-Toy$DCaSZB`6DM2mJiZ5l4W)-oFvWwA$Sa z5(cVaLA>vZmH`lRx6fRCOUO#(^AeyMX~$I@1>07&&L&bT)nEDJ;w-xS9%Zdc15JJ< zK-y9LsN}nJTQ4W#H5jXlt(?U&P;k-r5bHINP9l(6+KYKPsHPTG*H!-N0HLe#TIc=L zu@@DS+S_HeQA_iG%oB_lFkN-`Fx1NOs(B@PxD#)zsYEU?x5ePU9{-q$yO>yDQi zYXg!mCFFdgYZm*6Pm3&Cc*L*;HsH^%&u}JU%5KBE`j>-F77o}2DgX>R`F7lk-9yWN zw-H=%in`WfrWM17li!GRO1CBA;vZ-^HF+)(G^vV9mw-2@#jLuviiC+X0tVG@?I5P4?JI zD5O_|mh1bCp=H7qmvvsH6sk7<1Z?UWYc%orf@p$TkJJpfbl7a;Fi}Mo6*$|z;Wb%S zo1ypS0-_1vscp?F??3w}mu^|1P_%vfA&3dV6ASxdxKibzEK3pP#eWjbSXtqUBp1Z zG7D<>uX~uwEqCRh-!dxnK|R`Tnojn&%fhydXO1Bf4P)VU>2OA<`;qiwwb!EL8HzD zsi0UY4b#u+P&7dcvo>zyODkj(jlz*eydy%C81lyQGH5m8P_@uvzF-~_;R>!la>S}! zapS1uh?~7ub@_@_!LYZ_Gsh07mJ@)97cJ%yDn>}hSN`fU!PQuu_?@jb$R84*iWH7H z)Uv_1KL@#m($nS2L~fQWp`(0iG|VCJ7yQP8z$v{2aoZiuo0jX`1&ymAa)n>as$#bG z_B~5vU01lNQ9Ulue*H(MMy`Aiu0Ze$S?2s=1we`et6J9fSE8z5(+1Bfp4UbUA`EK6&J09{84N-l=^jk_I~$8wc~8ZO+|)JEAQ1{F>N z^Y<@cvj(y7{b5AsG^FfZ8KHQVnrEiHZAq~`ip)V zr~TYy0Y;a+@eCiaq+jE4JhVHt9^b@x0}2<9pYOOm3VBQWfk1Mt^T2&TxaeWGJ|@LQ z&pG(>Dut_6+k5{25N|ZD^jBXM3)Dr5ChXBJGb4SxKiXqN1B?xi>RCkx6xDyfQt4sA zfWy510K1Gh*nxNd07ztkKx#L|3BXakV?4xjZfxLj#JZA{HOb$ofdd9z>aJIN2o*9s zz(HCYH-r6N1QErR{Q-%v`{kHM~@z& zn=Oj}0CL8IjFz}zv|AhNZGFTXhXFr6WvYvK10mv6rDpp70N!J!!Ar+SZ~`@tC-oI8 zEDPpXWh2SY`w?8s8kaBtBC{=63bDa(sIIb5a`Q2H%AEvJS72gZNks{a6dK};7xbzJ`dzM^Re3J15m&A=9_ zvt9f{*vd*9NbjS>TPPIEn$MW-OK%2GaBpb61-072 zCTI#)UM^T$Yjm5h6A?gd)@i{VBE=2h3_!i%qQk%e|m;x>ZwV=LFKK_i5AWEcHR zGRI&!#@NjPZHK3DWV#}ua@uG01|V7=AQH)oEY1QCywuF?}N`QEZlsIsHJkMzE%}n(H5k%p1%O&tHi~TXe=Q$(xL) zB4K~T3PXh}-RttqgIlLMdiBf@C00JQ_qh5YS$KKs1@QxX>-U*@Fanj=OX3)t3K^m! zNrUZWE?x?XKd8}QwX_x;O9HSoWEH=tBeMWC8De=CkEvTEDx3a&R0Wlzg8+H+67O|% zz(QF--45^n0AdQD=Nc>O8({@f=JWpmvZY$GtyTN#JAn~Q&@`lMB8`4I{YDn>V3-20 z=2>Kga(3&?77D89=hqR-i;~U1*^9C?O1%1nu`IRE%lLpBVQY8On3vS#KiRs4%J^V- zC5>aGQ%PBdGg=yHFJoS_aAvkM?3+79qDeg%JR* z3*THrm0DV9<@~_ft{elL=evlsE-x;0OBX_oKe&P;J8`nOoE996qRDTufNb6m4Q1WPYN+1$yR!L+dD+)S`dv^W0%2H@JLP+_XvpjC@Yimej>LtawX zh5||yZ$bUb5Xs&$)JssKW2~3+^95m8ImP1)FgXK+GJ1uUoC?T3d&vzc1i(I9h@)cd zw=O>fX|dQ<2wtF3SFCt#e8*~KPM!Y%zNOJ+^O0VE@&uj14u35`(`XiF;m+qs4X-A# z2D@l6PGB~~11Q$_EVl4({{SI@U|4V$o7LQ*Ss`K>_VX!HCI<1(iO}SuMwqC8vhDhN zm$ycRi9|x)ba4=Nbz@cIc!I?x8f`rsR7FwBkh{9Yc$MrKUTovk0efQJeMIJ}7saoL z!AANHf7de!Mx0T8J|(6QSXhPI`|$-7(6{17VMNBNjx3j#Lh$(?;tB;v4FRuzxn-i# zA+2N9rR?VAqWadNBDUB=Y*s1&#Nbr(iXUvV7UG<7#eKoymRm7Vo!3cjK>lfnY>Id> z&NRRlCBvR?^DL#H$~T+&)JWR)1?P`kOqNX&{&fXji-(IZ9wS0MmaYR=6scVc4iEVU zeW3E%9)8v;uaS`aoN5Wk8^ke;rWzGsyyTRLt u6O}EzkNk~jE|mPbVv_)^bJ_ZXHjcsKmXZm_M7_v literal 0 HcmV?d00001