From 69ccf212d00f52e3457a9608a93c5aa71ad410a4 Mon Sep 17 00:00:00 2001 From: Colin Ho Date: Mon, 6 May 2024 21:06:01 -0700 Subject: [PATCH] [DOCS] Add user guide for read_sql (#2226) --- daft/io/_sql.py | 6 +- docs/source/_static/sql_distributed_read.png | Bin 0 -> 234381 bytes docs/source/user_guide/integrations.rst | 1 + docs/source/user_guide/integrations/sql.rst | 156 +++++++++++++++++++ 4 files changed, 160 insertions(+), 3 deletions(-) create mode 100644 docs/source/_static/sql_distributed_read.png create mode 100644 docs/source/user_guide/integrations/sql.rst diff --git a/daft/io/_sql.py b/daft/io/_sql.py index e4c8a8b8b1..758809f949 100644 --- a/daft/io/_sql.py +++ b/daft/io/_sql.py @@ -23,7 +23,7 @@ def read_sql( num_partitions: Optional[int] = None, disable_pushdowns_to_sql: bool = False, ) -> DataFrame: - """Creates a DataFrame from the results of a SQL query. + """Create a DataFrame from the results of a SQL query. Args: sql (str): SQL query to execute @@ -37,8 +37,8 @@ def read_sql( DataFrame: Dataframe containing the results of the query .. NOTE:: - #. Supported databases: - Daft uses `SQLGlot `_ to build SQL queries, so it supports all databases that SQLGlot supports. + #. Supported dialects: + Daft uses `SQLGlot `_ to build and translate SQL queries between dialects. For a list of supported dialects, see `SQLGlot's dialect documentation `_. #. Partitioning: When `partition_col` is specified, the function partitions the query based on that column. diff --git a/docs/source/_static/sql_distributed_read.png b/docs/source/_static/sql_distributed_read.png new file mode 100644 index 0000000000000000000000000000000000000000..4172d83fa95bddbb2ff65fa1fd1e8d94d3136586 GIT binary patch literal 234381 zcmZ6z1yqz_(>}h^ozjhzgmehf-3^ipBHi8HNOvO$(jc`|=@DIx$qg;rilT+8dl z-Xgk*fu%qH!}4kFtHBc^`3*Xi$zq2bkc%R_HJOa!y76xv83STXzJqW3KtAGc9rMJg zp0%5vq4f^!T}WhSi%ae-->T=V6iqnZRBOzMD^8(HtE3R}TjMd-We>#L?Rt!z-W4pr zO=c7F*jw zy-AYuVi|3s476XLS1G*_P`Jw2S+^~yz1Y1{-R;QOIq#dXdgwpwUrrCj>#@_ql+{{# z6Sp{>mX-}LF%}E@KaXDFA;!kPDh!?L66ZA(d)V-C-^%y#@j+1CIYkJhoiNJsI^?`O ztq;tTJK}qH4ZK%aY>)FaGI9iQg3T;$o8$XamQFoAE_}u_RQkgp3r604=XJtM)n4z6 zyzQM87*e)87FZd}Jr?gTPkFVc`%AqpHLJFf`^xK=AfhRM2_~$RPIp&lC=zaK+459! zc2$Hg^zqkKQ}_;9Yu*&_ZQbE2=Oy||liBEYiw1c*h(t-$}&UektWa>OvfGX7gL>s!LE8|`Z*5lXzw z&v-8f+}wRq?)^S7KD4#+sWVGA2HdOExo+PKRn952EGSG&;NtrG>*b9f@{d!U9>|ya zmZyxkFyb!Hm>zr?@=x7*yqt7jO%u%FPr&s26CW=k{#WHug>-)8PxV5KdTEQV*HzH( zj@xfr^R|k}QtJdPJhi^Z(nTyG7PD1f(4)M_9&YZ)SDmJPJMIJr+iOHl-8;+!90!dF z;=a>CC=Z)TeLHHugL^I7c6^6E7FFD|G6Y~(fRc&gIhHGV0+-tX(z)&P<&9sPAN{v} zhF-eL{WyQ0`Q_x4L>E)U%~v$=;re9GMmoBVqwlvUlIWRQIh=S(4-0?;^Umjg+YE43 zv5yp=ElDP701=cuK*q&;H<(8a5r(^lqBpyUu~Og<4uyFWL}Eqp#Vw9)dc=HX$alMx zM24PU`$@U!NFcS3>_yYL+He+w<9*@HKz#37i*GgGRZhJ|)u0r4W zDs=Ea*P$UB<8&{yU-Q@6$2Y!LHa7tA{PsvOB6@Gm@N1L@G_M4*y9hzb&h~a$nsiCK z0A^4z3kbgm`R>3frjDs-MH6pT;<|O~FXgP(qb}R{Ek04}t&v+oDmkO>^v=N1YT>Kp z$G~xla(^x?iFfIT_@=IlzfyB>BvyuS_V;&Ls)e{(Q|65lmzhInuB*8jBFTN2A3-)V z3E`ADElv9YgM`}L@!y$#0uQOwm9W>fVBdN}2nvzgEplr;N7<;gD@<<``C9Cf8`-@1o?0JK$Ze)uGOjY&SLXDr@ih^F+ z6gX}{-l+dSL+pl4KcN1RxPsz`5!YrW{#+F72IDWLs?bR@X2~ymDJjj=(`4Aqu`B56un=-gk7_fk*hXSPTd!vMEEAyXr=vspv*Nk7Sq$JQu& zC9S*PKrZ+p|4z=-&21TeIq*(Sa5Vg#PdWP?!zgODO=VJr6^{$)l-DpDjua^t!=dNx9 zVPuWZXm7>GzMzg)8e>M=}U_kCCk79M?OF<XQMcfK)GJo6D;D8Jf4votFl26IxNT1G>8-6~d8gNu_v+ zS98VwtVT_@F2B2yz~x9T;5HOnB*WH@{9*|w(y7@W6?kg@AY4|x z*43OG`l$G86e5eylIj&4i2xC4EDLJD`oDe`z;BL$E5H@u6V(>h%yk1ZOuSk<{{7pZ zTxF$Uq~ijsyt>c)qLPh5@Z`25sAm-7ZSUGVYGZ>EX7)mU6x2AE_N%hwtG2{|c0*03 z8Y;ck9M^B&G~6o?4%D5ISSAtLioOwvSWyUn*kc`;{aKvXgo9E|;2d_^Yxu-gbtEv& zUPLQ!gs>1;NvD0HM3>0@h*HG&dj*;DP64}J#acMvac>Dl*NuZ{Qg-Crqhuk#b=JVC zFX^#)*LU7KMXp&=)j@Z4en;E+kJ1lbdY?OO)OaL!TlGQCD^uFeFDI3shA^FwR%$8! z&n9qr2xE*>4!Oak&ZN?pEA8(^8>E|nf#W7$V1623rXuJSEt9g_E|npqqL7ogLHhHc z(m^fPc;j6ChV&L{jwOlOx6-oo6=Zw_#00RkByVij%w+ycDHIfT#BOlq3j}L3K?j;O z>d*>Iekbf0my*d)AxgKEpuXb>N-5qE>h|5a&yvxwSgMn4E*<%5tEr>w1@eqGduCvR z@2QG6@C|V8a^F$3H6sx6o-P-ETO+cnmo*Cc2ZgE=N!d`QI>08B% z$UU>Th-w~T!dz{Fp#9?m#{*nL1mxSlW#U9D7$}_rA7iN~rE=QUX(y@~MPvUt*aU8$ z%0xSKwWzdImaetUT_SV6DlAZk4;&!JkkXfu6JQc-}ehVymbl?3d zsk6UPm%*G&-NQi2ytRlnd&nv#LD#lyO)TY_Jz?Ysy@v2Z_Z7MldSKjhhHCO+!WgbF zayThjH0XzI3vlP=Tu8d<Ya1e@cv7(5xXt3Ymq~mz%$vIS_jlf_AMK< zj}zYso#n(EbK0^Kj!XJ0m{4BBLFXIFpWv|)PfbkV1>q;NaB>TyL2*s_gmCi4-NpR3 z3r%8ei>Gc4*%;)~6LsWNtx7P`M8z-W?=U z?`+{KFtgX{=N0M;rBv@b~t)?xIW9 z&tRQH&Z2i$_x+HIDK(~|USC(A(YRX8eIeJm*q+y-16|D$@L2i(OxInJk2-2kg`moO zLFZ+ps;nIj%hd19s@}{=8Mp|Ia!v=Y)*XIPi)U*-TffH_QAR8vqZ@U zI9-jhu$Qc^OhnnQpY}pmHATe>#9>lwHbB>}3eyOiuI|lr0&*{=(V`GZ`USP}g|2<3 zD_r^pW98GRI+IZEK9R_?i%{7M$H%+v0-?#-S;eHzG#|^UfWuEZl9*eyu{94JB$dhK z(j~cHYwldk3@z%qf$smTaM-?1N@=H9Y8Fz-CWXw!#Vtsilb*g|J_FgjF)2Gxq1h<0 zXqZM#_{H-vz73oj6J9HFISHR2IRD9Eogk8zO3PA+HfEU8C8}@|jEg+-Ec6@TsF>O_ zK+Y>|H#19M1LT|51*cAQj&@2lw5bylA0I^=uodLBotLA_I~`ez`upUA^oJ(;KIth? zKpDt)1r1H&J&&=G>6{0)@j1fZ$d`LTbX*B*w!<=rh(S|@`rW~jSSs>yx{jGN3)IZw zNc-BhWm@)`+TX+-*fa7NBhkP6V?S6{fPE~B*@X!0OpJ^cmrm*MiYxcU-WqO}R5zBT zMg)grh<^BIf$=clP-BipIptqnLjh`}0w7K8oZHx>xviimTew%hUA~<4J@o!w^fASM zR(Q6gMdsYkp>%%2Ir6QQipI%9^GW0t&OcE>*L|YN$Miq8!tOpxOe(z$FtIawGedWB zEpnWcU^u@(j8Wx)7XAh#aS9dOiSuTUOpR1pgJ7p{Z$UF931^v#GE!)f!7x~5TJ-!eE)B^zbXGq!QNbV zcSWO^a8$`cC;d*Pk6H z0f9{@8oAnvxloh`HUK@C%I=7TH}#XvR{F~nef1-*+8h_nY9Mt9SV%!Qi;T@7@Q7Wr z!+NL0$*bhx&u?}v5{-p`5b*xq9(2K{C*!EX@`l2>Ip*sn5P@{-wI8gk0lT{VUR?$8 zm?EuB9%n|Kxeo|S!cTU3C2V5w{I2bIh&xR5IC|4ygr0{Zydk)$Dti1U@S%FXXhCDp zeP&z1!FS3h&#QR&Tn1r61@2kin20IEp3O~Pif3*g&7qdAf{Z3f-rpU91ti*nWyk6M zKlp)e_d8!(k7R_H*twAT$V#iLRw4;@EGjC3KEnaDl(G28D?jvx*3QeYiAQo?n_Bq+t3$K6Fyaqjgm+R@tr=s+;#>UEma5MEqF;lcl3^<~5Nh zVcN7gx|!|lzA?#hgYNTmZJ-N$2GIYuluhU=KoF6<)a}xh-J!$Q>D#iNEa&!MaO}<= z9k_ve3^g#W^V72^r&eud7Ozh{e5JkB)U6$Z&0geJ zipp{91ihX6<);3VkTcom3w?FvU%Fm24~oc_QB|LdP2_0H008ba6ZlAyA?X=(ekI-N zRRIZ1<6BhOT}JJ0@3ocgk&DAe$aef$c!N(bQqe`;uDf9NgmZ(bV{*Tf50m)2^bKw3 z2Bfm=CrAHk%D;lbR`^br5pAI~GxXJ$iOh|3+dN*RR*PK*(0k9Bas%^t%qVm2&62(>K1?D z9A%>^f+xx1^9_S0! z|D0MM2HbC-gXARyM@|0CY#}IBV%V(S?1FR0>$pyjtIQ$Q=T|T=HcM*%F>+NUcti5~ zkG3vONUfwroUnJw+_#V!G}@?daDZHIsG4LGVz>bpk>yY!VLv*Ll@Z-xHkzy`$-Zlv zk4Dz;YIje{^3C0}aMG?|JL7x{cWI?PV}&+fKUGv+UJIZ=>{%ZU%j<3cTXTY~;8>`~ zM{}-MT*Qs6?o5tAPqVwwbc#E=ycac^t+#cNkjK}0Zv>|Qd~WzkUwkl2s4letuy58#B(6qid%lNsy*TN#h?!@?(B> zV3*-0=7zJXZY`?~&#SlXVmvmrqL%B)7irs%;q?2Brf{vvcm zLgK2Zp42G9`_T1*?RjAz17EfTKmH)Tg{9NSIv={SSwStjq zey-S@-%HkFIXqqvRvSiEiwz8#$T4vW>c`idqC+ZbJp1pf>z9x#kz z%oXZ=l5S9QtS>Xr%RaB$Arf#fX>M9EyDF=x^O`=1&6sckZSuHC~@c zV64*v)je>Y1+{w<8%+_ay2`crFh&wK4@t<%N-eY>&uy8rz}2Z4T`|1wlW|pYo+!2? z#b!mRD3#x*Rx^45AbjN@tp3Jn9(Bf1R6X;}&(Fj96MtY!sXj;F5>-t-xw#d+nln>< zFu6==t+r1AV@8rB4;oXHX3A+enpas?afLqaIVr5Bpg$|Ih2Z*aAmt$y=D6;6+}~t9 z?S5ONW#@yjHWj$23cJ|bw?@H8p_o7pSuQp=Lg%PLHS&(rtbWKP=Df9YF3m87)$Es% z&tKNU0z&Zo5)DYoo-52j-^=kvRB*npy*vIM9Bz!O{N3%Nqz=eas_!k>&ai`Z!KH!X zn**VSi%FsP-f9yY&DXMTYM89QY5wZ!q0qwkM3+EcSH|Btm0wy`1FBFL36}F>O%DiA zt%Nb9K`DoQgLj1d0(AUhtGQ^j`!xy>6 zFuCySFY0F#u`2ZxbglIQM7~CQBflVjFIN)9XZQZEww~AU=nNn7PA?IE7(72Zjbr`- zVGp^WmpJ0zNWze<*&h|WN?5E%Fu1n(VTy#sm3ngUi-0r=Ev6S^u5wH*+bQ9zKe^Qa zQ6BQcL*=FLM6+-BSfg|YqkIXMASGi(?#No&#;+x-#Lq)&I1-qQfG<|h>NutU9TF=L z9q5PmgVlg>G2(w0{cY5er8I1Zl=dVvt*8e%%Z+d-y@rR1`vF#R0ZG5L#ot$KPyS z9*^57@H(ocT%4aJ)Q08t(wb8N6mdUzB1xK0uoUTjFuQTZVvgd8Jhe&yfR(*fN&do) zb-V+3vS_yfVeCh+U2IL_Q$+I|B&)HCVr?16K+l(S&3yaW-`vS$*`9shtI!d+8YINi z_{0Bi3FD$b7QAl7*CXf8PkkG}H;$`*j-^$M>+WzV+SjcxN++0j42RIn*+N|3h8R&)MV zax?i%YVX`i_QI-sNAn2>yzBZt+he(ul_NiAg)Tk@l#D6pA&DYHIu}{5q+mbk0T_!> z@YYWHOqmqlF9ihZ@bOlILn1HVGbe%r3t1kz#W;=_Ee2|`wxW|Yulmr(-`#yL3=Wy< z>~k*|Pg{Ux|7%N87HTQWoLDN)P`X9JJ;9@6TgW)^s(F%BH$jmhTA(p;c>iopa=~Tz zymCI9G!TlnmW^772pN)4lf&ghkJD@lM~Pr#Z|-_3FbVkPCNqGG%LLXaD+POFL95PkEe>wGTqxB#|LsjI?ne>lm5t}-APJ=d$R@<7fJBMcA zSqKNaRg&CUX5N*4fzgtGWKrT}J`Wzx97~N9Z0) zcoM89eYu{n`{ua+CcVmYq2Te|T4R&6Hc$4%;K$l6YIw&;m*D4>xW@B4Cc|*^r-WeM znZs$_@Xdlk(tfkbLVI14_hxp)<($q6DQC-M$Y+_?(wQu8enk+%xhL->p4D8#&fh7v zt|e1ktJWAxgP)drM2O3|TnSewH%Mof$PkOWUGU^yHDFcIw|6yQ@z)t2g|fMu<%g;d zj0yBvk1;l$Mbg5?VgIS2=Hfyt(4~ZFjjc(N#t(_ebRH#EpoOvS*S3zWogxco1g@!* z66kpW;qrZf1>lSU_^P-$QP#xFG>LWY7T{V36 zY07jr_^MvQ`Y3)I{Oq>I?kcyn3a=gW-!z&yK%pY9kqKa7t4zIU2oBH%_l11FDKqmc zv@g{Zsrpw+d?n=o3#cFqZbozPaIN=nKkM)VzJAbirY`FJr)J`__M3gTMXP%U=qyN{Uc+E?f=&0s ze|m;1N~a0x2*9cLKeIoCtQp$VFpqppCWleytI-2bf*1RB%6YSvGaMr*4=QEE*{&v@STYpZ1YjKTMnC z=r8KCjVu9|ar8+FC3M&b2aAe2Oj0_Qx7UgpwIYv>;q=RL=$X5MkFA!D%l+|Z5I3d< z+rDVy#m`(>u)f(3H!c!gi@j82W!#U?q6D}RkcnVT%@Jn>{l0Z)_NT-AlHxkbtH0lI z$qIQtPN&O0;GgXnzk%CV2C!AnAM|Da>x113u zoO|B`7I|D3_Ft`XsL(P$3c-lp@xqNfuu_kuT1|QR{8SZuqqj>(1~NxMCIWZuyaLS< zGUj6)PueJ=hW%?osR%pr z``U?w^+Kbiu-)C0MmC$J`vQ(dMNb}i`9VDGP!K#n6cn}cGbHsTo&?XUM%eTF*NM|e z$gADeTX^K~^_706#P7cQ7C3%%3A!JCD70^k%g(;AeMHDKHqso_ydnrAw9r=dt9TAs zUDn<7dcGr%lP~f8$?EH?tC=!dsxK-fC+EBt$(CP-2Dc$ZTj(1`D3tW%i7E)+X}2`4 zyr1T>H2JLT?sir#k6iS;ekZgeXH=kTQ@ESp7MrI<(Fa9`(t+()Ynp*Rr$0=n-5L_l z2rKMyY0A_UaKB~~;(Dm5QQN6E&q`RqP&ghvl0@N44BFdB!%~Ys{Z%>&+sxV|xkIh~ z`hOW4T2>*~8$jV!e)6%Me>qAf9-x0D?j`4=_i2-a9QolO@P2BBtoD83 z?M;2FnSqqMMy-k$W6!ta@%C`Fv={$rSqPZl?YN`XnoC()Y84-j4~+bYDt5=bNFy@# zFt+`;NdzOKc!`rcmXWu&%f~0%O|fia?plW<0e`{lH77N~3{J@xQ}h3iP8iMjWVQnjb_A6?3&HOy}6M`wrC zhFUDgN#64>c1+c0o*@hfA#|?lb1+ z!j}uH*@q=>=k~UU;UzGhRp&lQkj0C3P$*5Ig-s6_V%B_lMH_IRzN+`o-c9!{wX*uwNc3VmH*g^Xpk*Epco+_@=Cj$k$ z`$0)hL~Mi2NxYfSO@)K2ZpI9Fsi@~P!i1{^(BC%nZX!u8@hB8sy-s9?uKrr2?poDx z={F9FpOs4vigh$$ww683!iO)?Fq|GiozgOAV$$6nv0S!t5BGq=Uw?QAhN#}{;x8EY z#J(!`diP_-SUN(ghfMQ?uf!YSzgvSOBq4aMQO}}PP@0D{C2J%qRwHzAI^bdQPj89}Q&B4ue13LvXXwO|2yV`@BmyLdF{RQLGg1i2z8BpXHNEfej)~@xy zqHJBMecatX5MpE2%z5W))*Wt>gF-_(;*zNA+!Su|rC2Rg*#k!tHk`w8sa469Doc>@ zp{%9`ltElm^D`!Ygh&B+HKXc(*#Cr)Hu|-iuN~Ocg*hWe3!Lfwn4kGWSM*6dV0;Jv#Ud`8k_SbVZJ#f zKqhG>l?)glv1KFxm8VBg2@)mb0 zfA+07lAqu|#hoX6Vkxpi^TYT7&8EEymG)&!i}5-J{^Y5OT&$!!`TEYzKGf#`{maSXEO_)4p6yP%q3u6qJR45gecOBNrQu;wR0Nr0 zUR&pPv_qL`jLD>J?%JmjXvV1k!;Yaz=h_9HEFwwc8|Dn8a)tplk6iYJ%R}GCSCf~S zu=o!w)v!JdQfaUTAK;QBC^2P!!7+KZPtdw)JPjT#WrBA<9&DUt_SehCkVv-50C~-o z`bvKP1yCpzy@2&IUsI)Q{Z!UX?iVl6VmN5eg`8_-RD7p^k?a1`0*5H_xlI2}&0Cvj zKuDcOy}UIs9#sU(+SULznQ$;;jE@l}LPtlz-HhW<*I^3)1cevrCk5A5jtEQ)gi(hU zG0LKsu;1P59{PS56_eYy)33co$Qt`ttD*+J=nZzQrG=MieOA~+CN0`!m1_Jf3WiWz z88&#zMsGir&2(BVrVY>Ox&=t1c(ZlCUbndvjRXpx9hVyWRIuyQWkmQaD$O%&>Y7DW zUjKqT*8o-o;wS>0f&{ZRb{zF)VdFdym(#Dj_KLfQ+2w0+A+R|A?WePE^aM?R<%k;Z z+kwwU_hOG?7oQ3q_TYW>^(89Gtve2Ob~IA|6o%>kZLo3Bx|90P5S4`_9iD#ilzh_Q zS&Y*asjZXKdr$>@@QmTZ*I_bR`%6^uZJb<}?6dst(0j0h>f^?y3<)bXn6JW5Wbdnn zK}S@_bO0~XbJTs$(fIaZ#VnC>?Ff!4RO$<-_d2gGs7BcH8aX`m@R(213AS^)xTO=j zIYVW7YZPB;p>j3X_?R$ppYUUgocvjm15VqrO+cYWs9bbjcK@Al$lP@s<&@MoAyKuL zly0f*ggT&a?C&~Uony<*-wKp}sz+UrkuJ*Y=P%k&U4hE8 zq6j2U?l8$enUl79Z0$GvP*ho|i-D17XKTRn_$Tyuxqo_1w1L0es-O=i@PAtEv~A zg1JqxxbRV>pT(TUQhr*onV8}>cBh$~p`jWM)V!OO6+M}|`MP3c!DmL`XwIOuQ%s+p zEuG`|>Pc0nMi+7QfPv#0mUuL-jmS@)_v4VO2hUpcTPQKCZFjJ@!O7sjvYJQt>JO`y z`G1G!7&wr*jBE8&^j&ACwU{@GW~ zQNpK|3RWU{EXvD{mZiZxY0IH#5t+eqtoeH$n|JthHS=? zIbTZzIA`HaQO#`84Pj1L-!B-g?>g3q{|ZA1bZ#vrE0#i|^OWHG*@VUW5~@Sg$cF6x z%!35{?}y7(BbHon|FRXQEiD#yx-!|~Ryiz;zK@pZdRc|BQ15GYRwK~Y^(jzeV5rHM z`rLhnuJQGCKX+TfTR%GL;R&nIp^p{v*Q3T?dKF@VpR5cR>pYHeG}9)UHh#7Am_O6O zuVvsa{*x=2b|hhi4|kQ2Y@Zf(m&yw)F7mhUv%gk{jin8rl|P<(4k9BVk^X|EQ|^3Z z>H)kFVHZ0gKI>7XhaX8|O`i7yt51`;fv>b1HNzz+k=}f)Q}AN$G@aGpHu0^K*l^U_ z5psdfWRl;W^HV~UyP9p0xzmCMo4UZA_>9|icqIvf=dPZBV&lqSJmthICh=5-iTBWO zVCzA|^!e`ied@P9<@S;+>~b(`ip}RZC#*2Yh z=#LjOqVqyO>t%U)_h*b=YeaMZ)PVb!4@Apse8CJ&h4n>-M5lC z2DI5Di?GS@;Ey0ne*dtFFS>L?1w_^KowaUQ2o4sm`0}bqP{_92la|{KMe}zSJ8tC{XUSZJ@H+&P1UhJtei{4& z_ttFD%Gg_icOBZV+2K5n9C3{^b@e3*TiFeL&F)kx2T@yV z%=vi{t2;ZZHg-t;zLL@I!JZ6oVsLiKX4d{{W>LT+F3d$5C%>e6zj)dH(4idH9k_NB zf}>@r_kli=sCh@ipH6IaI245)_Gh^kcY4DGEtt4DSKPn-toYx9-aCjCgx--*=uIAV zAuo9@M$XUi4Z6j$LSi&De4uIVAhny+!1wD@R8LPenK*{g*jd%TUK+(yADf!u2Da+a zsvuVpt~nWOw+1vDO$evyFzO*Wdw=Nn*D~SUTq~u)Cu%{-pq7;Vyk9N)d7r6JRo`DD z)8H9f3BsV_kC=?{ZTzQKM26oE)+f^)FAg${t!R3NVJuMdT}!`0iAH^C zq*O`q^Rl~Mb9M&4r8FLZ%`yo4B5m+Gc2>Evwu^mq9Y(=ocWSYLxbgNpp{J|3f91Zm zRK1$BeYW{-b@*2$o{w|Z}K1^59O2G>#v`OA& zc3NpZ>TNS|(@a5wv;6HzywFpRHw1CmJ(vA(HluTQdtAgfYVLyyPquoNQf-Wk+0Dc4 zdJI^c_a8nWh6S$CQ~4&66I0JlgLEDqD8LXJEux#^mM^nPVZXAX6U(+h^HwA2Ve(Z|nY&x%asr%uxL-qM!0;g&1KgX}G-TUXs zS!Jm(N*A-UG+ak9g*AZ63{3L^2W(($`__UG8f?u9u(>;leT;wO>gurn0nAZA%l^v<5=fi z2DKeqJKjhH)3o8BM4nEkv$0f5(K6sgQ>xqZN<0heAFXX)2`4JztlgOx621F$SRO%C zTs&>#1!I?*>yvtpNR(m$tWYjixbEkuvQB>`xz*OO!{M9 z{!ds99d5j@-+z+bAjFWA(Rast^m+JF<*6j^Vl6&0aMKQ(6Eyqn6DZD&y?w0I7_dbp z6t0E_Qu>@j6GSg3HT}QSwn$2DfS#()H((e^a0&dElXfZHHLzS0(?O+^S=jd$6{idQ zuC~Bo5`}d`=+GlLU89w0T$qv^q6Cpfq#{}uj=v&^Prj?(oj+EG5&QUR$COPftX&zT z({{n`f^iHJt6EGkK??jVB`w%olkxbhsWw{sR>dy6qgA|L_&f@ZSorkW&8q|MApnj;ZQr5u%OiPYa62rX2HeAYblqf9PbdLo$(Y}Uw*kGjR@t#IU*`U+au_Q{7rz}iOF6+H zc;*IOy7or>{nSQ=-lo(H-1h3%7X~x=4L(L^#xx&={wX!{iv}t0_IeoJ@&1y{07yb? zrPk50ksQw=IHvPo3NT{(@R^3)*(-RmL+7h~b?jtWUZGFhE^Le0&vswpcVQUzU!OFH zdT*G$U>3rB>7GwMPzC}SL(^!X%8O~K82>6nU8iW-?L+ADMFSC43$rg9mppgL#-eL% zVW)vK{H3Dz`i&fHlJ_|(vhp<1AZ_kQ>Q8-}u6WEMx@bT5UG}9F;`lZn%a#N~Fu|-? z7E!?4)8EN-&o;|U7+LD1M1OOnr`p?#Y-ba#H)>As-uHoxg1_@(hEm$=g~c$eKLb3T z%L!~QTCYFF%1A&EG#Hp`^Njx95zDWs5uau%7WNbkO*nJDiT(!DJZ0eKN8ilZ^cK&= zvDh%nZfut;;s_t`sQ zPBsv~m-xp=P4YQ~Zk9+?bB$LT^0@}fP;#OzX6&0Hp}}1xGj|HQr}ZGVtX#$DB3^C!pNqX~pkjy(SA~>B2n8lcQrmAl^v_ zR6VMzD|?6~^4|O?1IYZ-riG2fG_QfyvJF1$epbUfJ>bm8Q)`{cdZ}L+?-d%H)(;=H z><=A=Fn#SE+L)Lp{}LxKTGLn@-~^mmpc^G(N(OYcV)g{#^^2w1{y}!y^?QCeO8oJKyLIl7yXz8MkxYFY-DbebDD=Z5miM7WCcJDlj@Xnd=svr@}Cg(-*5H z1GsQ&yWAPLOKDm5XG@pLL$f?=n9)4T2#qa1N#j4H&t$0#6kCQtEW_<`Xk0HrQ!hBL z%NAGj_pT8(UqKzDDb;cS*$XVW9Fs)8XjhPSxmD0Bg;jIabEABT{$ap30j*wi)EbDG zF_}=#NS&MolbQe7_|m=68zQzahtzb#q1EuMO>tP7`IL4MqHkKU_kB*~BT9oRkaNOn zY1a+d5cc92EX*XuybTWqU-uBap=EHUk0C1CzYV&Dh{b*un`T2nJTM>uoOaMI>C)Z? zLhJnY%@b(b0j1fERp6%DHn-hubao-f=5sM>;@IE4V4gWx^JpXR)7@b*wgB&kXYPVd zs> z@)Zyw5BPR;Y#Hd^=SX3W>R8Z~u3>zhL*;kh7Lkp{HN{7JJK}|RsOXhP7q1@j0<-MN zdw{KGDO%I`t7r|QoRRnkm5J$TCf(XMzpo`f0zDVmA(BXvo>@i@7H|TXBgY$Wljti! z4pv^bi~;TEtF^!3eTT5I39Q{2D&F={OR<9`w(x@cSs#&~1fOORqV5#dDAj)UQ+kPo zIcyNPJ~JIg)&m*7)K5QRV3xon3@2rS%S>=-5x?nOeuS?3jD!;z%j~kZ=JFXrrT6!3 zQDJ9w-9Kn8N^vtJc@huTfgZO4{oz1419-Y(Ci+{D*nwpymPA#7&PR&2`-{9LHXTjZ z)1zT8^=S_`*1NrXJuO@RVSDWJ=7BF%AM^vQ2ErMTVUE143Md6CGHG3g+d8&i=WYj_ z{4}b}p^evLyt%1&ct@$(!$M~lFX%2&s7?cu)&=+REAd*6S^FbnQQpT*F7Fl#qm9um zuaZT>oe>d}FR39r2ArFKQzB$ykZ_t{ex%axhw1qxMbA5jOFe9^v&+M;)d}z999#E= zfBpIet2|n2tWSzHrAY}NzRFxxZe2McI1IRRzWsFVr?v?jB@i6dCibboep^w)s4w@t zo)LL+;}ssRXswFK%lYd2+t*_7UoLEGS`OOL**o0Pd(fS}&Uzeu(e1pbUT&|4ppV_4k+RuPn?^YM|gWMCFN!Byw~MZ3;#)X6}Mw(!GK;We!v zg-!iWK{&$HwEf+9?<~7v{(}+&$G0@7fFSO;OGK}N zE`tje9`)w2fc~@@V<;Ymz77mYTx=)9z~6rf%i~5OJS`y8xA|QqKP)BNq+}VQ*Uza3 zasM=NY+t<@Cd+;W+U`I6!)YZCHsl5=5I$_j>~Uu0pK2P6E9D!e zvo5(`S7rOD`9$kXjMwj5^Yg>xO53D;KFfj{c?_y`2K58RB5Z9c*b&&sphPCCE!$L- zS#{YxV-({PGo3eYeRdcPtOFn4I2x^~E?ZK9MxwaQVEg|{TeGT%C-NwJ;8Xu&qHu8A{D6tH`?IoMf7&)H;5#TOLQB1H< z=iCeS+SiC4*FqHE=*j#td7{N`u~o2<6IlAo9xM4IivwuARJxA1)K5lEo}Qjow{&Vd z;{zocv6)vA47+*|qxec{;=CS%PX58l=7dYw*lX1mc>V4LfK|sZTwKACKctd3ivn@t zY}&K^c!#g8+aVUqR|xCaOUVf_VlY9P^_i)y*iHG_;HzGEXfmfIuO7Xqbao1dbwQf8 zdWOer;~JMOk&xKwVI5sq3cwC*dq`I^>a|zh^Qt;*cbYcx4Nx!E*pT_cS>5uI8ddpO z>BCI3my1xS83W0O#;TWu*TGd*4)*PFhulKmaenq#2JHbefKL>W#7l0szJGws-Qo7C z_Ic2CfxVy0kaUGPdgmEZJPGdnupa z+wzQS`*$#&w5LFj8E^fBJl^qN+^Af%0JhL;dT@AdQNnX2L);n|IDan?cNXp;6p-ud zCti2pCJjnSzspY@q-$wPkp7oqtgv!&w*{o}oB~zI9cNtV&d z?op&WDuz>6in!#9F`WNq=R|5wZQ{6cTl~_r6N^_L0nkb2;N_|uM6;hc!jzl~K@?e&8<{ZM{9bT0D4N5NY3Rw}Zw6UUE55-xWD+K^{3>4ES{uc)hdz zHz|^;C{HL~*kTtQ%i6BFVmGtalKGwY_;Lo@@>QvIK|#Ug^!&0Ucc#R!PwzE@hhh)?)=JL)=iMhda$tSyhEdbj1PayKhV zIdh3;B7!=t$h;viLftzD4ed^BhoVtlSAHm;wYR3RH8Ei+(b#Y@pPSRci;{k_0U#G~ zZkWv}x{;E-y~}@j?qA2z0C8vUDLkmmV+EuFwn$*T>W*_p>_viic4>-=hMp!S;GMnL zmb|=<);6K;O=7j@S7%J(PZ{x={iT%pK72f;ldNP$4A?iCaR-5AAHUmuFaW)$FaAt# zD}nG0=ZNmM8tfLkxOB3gp=$M^Ww({y41fCFTVZI}9RBapq=$<#mpdaESq1xlz**U^W`!tXKdK_0&>6mc;_alwCZ9c za` zGq!=}$*r>A*w{EDXHL7V1pOflF_jAGl;TeWKj^K3mWuygQ5j0c39TrPUHBa7 zM_1c*?T358fm^rWpU28RaI8oRcr?0MC>Di-U{$}Qr`BeRuM~7ak zvvoFrXi(d43((5;22cxA@m_I`c4(tpXf^OxlQ*1a+T-1W)wxe^MyR~q}srQ>FC zkj%NI3o8t7?^;_O+82G7p@**nt4s6e1TRk4W~P5FC^!c8%c7VR*6kvs$+Tcp*G%bS zu*dNLp}%=1h2-e+Kr-UqSlZrfo?eH&WGw$-7%Q<8J$p5_;;312R#+SZ?^zjgdi2_~ zd4ChNZ((MDS@m3~GS(S`yhre+$qeRojOvqW+TtWJ!bN1mBGa2mcHE=+P9d;=CV(Q` zB1H{z1Ym^X*h~NHy!xdZ6O)xY{N|^~k6rb;-kxX`>nv@s*ENF%y^>o6Njf2cm#OpZ z_jy!><9-Lb4cT{(Pw86S_U%aq-dWbT2#0A--{V7|+59vT@xxJqsL(DNo?%vSC~m)> zFl0S24(!-DiLQ9W1vbbWEf&%xS{Xu1DF}qOKY>HMGc33se&oEk0sE~Rv+sQ~%?4pF zRIJ0YC!xyA%Phzpd@V1+`ffQKM!75{slk?*+_|q{-h*{O&7DXE@KeX5XKTj=LCW#% z+97h_qd;a)a}fdrl=Ywt7~v02lrB*}G)$-N$Cv0{2{&hC%63;FFDx6_^zf-03?pG$ zBP?!@?Rf5O1aSv3+O*h9VbhO@z-;2!(%-syXIllmI1pRf8+L4eh=a`FMcavcy&y!R z`I9?vqHW;lx42I=q)E3j4W3&)!egP_h4s;juS@e2)3|Sc&ONn1O;lp=RoP`~JJrH^ z$--)ZofRdp@qKkQo_n*DX~q2v))UlIa5_V{$g1t`2E{6V$b z_J`!ytRr7Bk&xkt-wLKuRzv%# z*M7x#CVwb}x)J|V@1GhI8qVc&R2kAD8uWVSu>bC5BdIPnvX)7;|6&~Efe1FYUp)IY z3qY8j{@Lhq@ChczlHK61?_$JYFW$xW53B_YEy#SY#VX@G!Gsxt!xQBpkW2p8G#_=O zM?2l{rl~q>i^luL$>pwuBDCm5fgrQL%ivEcI`+dTkdtl)!JIc$s3d!St8WF*8RtA>sGF z6?wSK5gnE5Oy~~};#M;};o>uNMOM3x|1v=sFtPmxLhB}n`7;`n`=-$qq_v^OH0u4R zMmE#7nnUaOwZ#(B!5+fx1FosoXIvCqM6 zJ1IcyO#(EIqM%k|TTp>wHjCa2k0a(d8hgy>BMp42>Wg$2$FjV4YZjhDx+yu+MX959 z6)5boc#4HDc|A7|MR>DgkVWilXhZsrOn55FE>B?4B)In(oVb%HQ{6Iiep-mLd<`DT z04V{QnH)Ntu%&-XcA_)w>je|&cy6O;l8y*tt4z#b)-v=QiAVpQc_xHdr_DDJt5P$$ z<4`8YrleJgqILCII}&83u}~4-+9H##%T^K^$3%tAA*#!!NZAj33Jf?gZ^GiI_rp+* z_}(wJ{!rfuv2u?erj{LFko4^YIFLIZySO)UQER=(^2og+(y5Nef)!thc5r2 zR$I)O+J|T5o26Q~k&VE_8DtGG8Es8>m=F{1BOoSVvuP-fux)t|TE4KJSKFU`^ON{j z7`(zQmZ2|#r0Qoh?Q2*>PW5?02b);Xd{sFkee^mA@8({;LfVYF2S)>9E8l<@9oo?dbyZU*sD5rVVe4i>KaZ$<1qTDO%|MLBV;lUU?^G z?^0=ckwgXMYz6)XsYJJ>`(5&LAP+4Kov5?XLPg}v$*rX^P@@r(AhAI3U7MW5O>q!X zP<JyCF^ZaAJ)(b@Ulws$hmoPIFVh4XaBJTM`*eP(s9y>aKtRE!TfAfq_> zem1b_q4+w?W<><4fAohcTjb64Kvz85 z-sAmOyDUhA?xLMso2K+7Z*cYH*JTZE8Po|Z_%o#JXdgQu?fkaQ*mCIz&Q$;?Uy9#$_%(u%~9t&O;yZrUvu$c z+aoWJNbE!^9l|-UTo2u%4zJ5dHf4VWfqaSp>ewJ2ry3hnu?vVs))?*T!97P#6KS>{ zm`g^j6bcWC+-ov_v zk2DST;&18y(sOXJIjiKk+eCSaYyomelIEmXRb%P?83@vtTWd4*_8Q#@4koVi%fh@P zTXS8W?c9H%{IT@a)(fJ7h@9|0QYo^Rmc^<@l)&e~@EX<3-OWSze)n*HK3a}6SEKqg z6OH`wtA-)_0vM{w^zobcCq!Qqm+2bKWWm0nZ%0pSS1TMmb3<2W#=P}%(7ux$Fm%-k z$^=`x8uU`bb?oKa#lx2GJO1zjgLikbc}tx;>?)PHJdpN^SmxKIZO5lZ-cJoe-NRZn ztZn3#E{?2jK?F#Dyh2WDFV>s1 zlxj$74kF#G;`)AUqGiMVV>L0Zs_99dpNDD+(mnd?eAsXK&~#BT-?bW7d*W>8UVsjN z$nnB+2p-0WcN9mf)pAd+tlsBOo6qgBhB}Bfl>YX+>-4%96M1xzaU4V)`?2mHLm(Z+ zv|grrO-i~TtaG)J;p5N7~atvtDXyKI9HV8HdQ0sxO? z%V=K}-*q}`EP9$fyi;i}v#WI_N7asP#h9B)sCsr<(gG+-FFBv@*}h}s(g=B-F)aUG zkOp;~xYj0teo)IYuZ1f>MeH|j)^uG#T@>rtx_|~^VeMJa*6+j>Am1Cdbn^?qU&PPe zJvh2X&anCRg7Vu7bOFm^2B#&rJEEIMcQtZg8+e^9cSNg6GL`F*FP8=9xzaYKJD`!um$jm$eBNk#!kA^c1pz^W|)( zDo?~>x%%qle_ujMznmhk*tsv`k*Bti$a5+XE^hqSC;5#7U|;tVQ$&5Ybxz` zV!hzGLQgt$)AFUy^{y4GQO7gkR0KH9i`lA8*e?7|$rPWLhS&UsRBl$)}@c(Pd9i3sff?&II< zs91}^xwk?anG{dW$u`U=fnd=g7!*Q(o|dW;tu5kd9OKaSUf%>(xZ3Bm`>d?KCFJmWsi*|B=(6CklZJUC z8Uo-Bc|aBt2ZY)g<&dU?iXRm8=ux+95M4wvq^sPd6&(t&b+^lbYw=8d{pFM&g z+Z;_<*y7Nw6$^cw5E0AFZvikQ=l z$SID5>I9o%H~m=orM_K@`FWsWIFIitP6AAy7lUUURhO&Lqj@su8{*>c7IN{yZSWljP>x$=0t2RGHFwb?WjL zd((ow^3P8JhhLYSj$2d>3xKS*&K~^Uy?I5$On7@7vT~YSACzNC6=X9vX9#F+@ zr*9X6jBOhWUO3bCLH_f*SUsK53IH4wB{!;Y;Tg${sY-w6?%~~5JB1e&)P?3_zI^7? zpbh8qFc-{ledDHDFn{ZBfQdw9>HJi2^%X(JG+^Z_>1j3A!UqG$JWu_ps=Y=cyKs=% z+r_>uX`C~$H<$=n|90&c8^_Xrn(=wa*z0wU*id2$D$0d;ZMQ8kmtSXplcj4B*{kH;y;U%x$XksM z=Ba<&^Skg~x_$mm;Zs`ib9I;P=+2?^7;dfZd#j+q6*&h3`!v?|xK$^r-50w~96utT6FGpDPvi1~D^^3;~P{P~xu7?Nt zM=LB0+j8_k&0O(9cL6!9SW-ui2mFpg580DmJ_hgbf+xD|rCmiHkFP{%lkn5WpNMzcunA+xG_ zG&V>g;Ncxs6vq?!cyUvF?N!cIab^6yVm>El*SHN+rDgb=R~d|>UhS>FgGJzi{7Dn= zBuw3pww0RXLy4V}`pd%SRT_S)k9S8Jf`kz;|02mr-U}>ukh8szdhAB<`usRNee)LhyCu?DQ znL2}8j8l`NmuliQX=VLYvWeYvta^d;$R7Mh_uz5sxFkgQaneU*O2eAU^}_N`O=ubr zliQwr_BI<+euh<{KO&I`QG+To23m;Gn_t3Km5zpp+z;Tup_>Ma&ccp$%6uJz3EEZq z3KTsJf3EGKb%pfnUm(<%h7|8bW3YqK!oYJxRg3q#^h>HttCnY!X~0ckV6uYoQwu~S zqGvchcLo2=|L{AtN@|OSyoc0g43%yElt{5Fst6`5u78$A=hJe}f+K%oz-^P^I z2ScqJ7@^ z^3E0X+0JW`3l2=qnwymKCa@&9re*L~%z?M@{WdQ1@Ib;K_A(Vh>hQQN$7Qjx4X5#m zaEQMm5>aA8~YZW zIrr*C2o@k!oPt6J6DY-2a{~y$rvU5DWRSybu5Ov#l#op%zC&B znN+x$CBi2(X2ScN6kZ9pRdir~Lc-CW?ynH|8+-)W!4GnND4+Z}{ko8AgE7|NpQ=k~ z&1bw$=SkLFr;}3Q#EAreA~v6!c##}O>?rB{mJdzn-@q*0*D3XBLE)>MsGSef59yBw z8jVpGMy={>Ur(LAd#MTnAB>+rpx3#k9@HM6>-fm;W00+0w7&cMLyja3Fn{8pROceq zR3rz;9hM<57yx30lO84>J@-*QRF;m3L2mkNfIf>}_WKYVBJQ%V%OtI`?}m ziK~Z|PR%=n^5Dvoc^KH)=Q=FpGM_?!&VJ6FYt#@4^TYo6yAS!wj46^a(B&{hgV()( zpCEJM=4tJ&5QT&CRmE0=310cfuPpU>rE<2@Cf$5-X{v7ESCzA*eA@)Nis9k9etuV2 z{dw)t1YHYBeqAVH1QAI+cI`Oz*nfhAt% z($#HFR(-w2VQhIWi4E|5?SI~+W{mQ8TD@A0KZti&hfYQl=37rkE+E{G%k`~a3z>g- zu1&*4U}T03)owiW4U+$Kca#ML&(rhc+?_yvH{j=e*HnIuRAzYm4c@WeQ6Z`2605Wv zTb6gWB5FQr#?DjEcbIP`XF4=_m5=PpIg&|5f0ydxRsnIo?vn?F&=>ft);7@Sq3~4$ z`L}!NSeJ8tc>13E_z??h+l4Pf7j}@l#!Nvcjj`H(NK*x9@AsP2{5~1VO2u!Vr@!!! z=IKo+?~!1RuB~|B9*Ou*Uj7YX)kZ=$QSIHH#DiA#MlS2QNmbrI$OG7_Gm)dfqHGt_ z;QgcgC@HsxET`RgI;Tu^yzdlEL{0~y;p3`YLEo8F($FYyTaUd{`d3QEr?)$;QkEB% ze*@?Ybr!T!41`DL zccT;`J^ol`+S$I1=PF@3(z>lD8c()ERohhzCj0sCMI(HAIQ1xw;ba!&u?}dSM>{Hy z_;Nq*@zJ}=@#XS?V()hsisJl)Kr1>nRERB&4qZW@mmaWbf+9usZa6a;lRlJ`y$-)= zIvPBmWl1v3+E8U8JHCA5HX6*lk@FA3V4+@Q6HCrm4GgsdItXc~p66BN|rcyZcH zR3UqIsN;u82^yl=(+ZiFIP1=zME5}Cn6mq`hstk6?B89!%OmbS5zOa_fh`E8EnCrS zc6r!C+#|N#TLC%(twKskT!@#-*>cReih@FOvH$w<8s2@avb9B9wwn}+Y~$=0%q1NS zgL|^PLAJ!)pc)CXt4>=jBAS5@-hh0cW8PE|7N*>Zi-mIAq zM<|oYUk+Xn^Snx<1=WCA7K5oD%SSb7k;*&4D?ebm-afW$>p6~odiZr=wAWUjCms-> zQlG&a+tXh3OZ3Oz;=^@yl0lcVLg(EaSXI@6b`32)vC57x58( z1g4%4rm%bS4D#WGi|j3#R2|756Bc$K{g~PRjTsDDIzEbYuM;)vvlhsrN?W@(=T^yM zC!Bkr-19(grRD(o5e1*sR!S*daSHZq7VYIzl!5)2+zMp(zJ$Nu1P_^<^k?o^q->rt zN9^{AH#GhD`8|B?cbqC*m$oC37m6otQUs*j!fy=w(cUEUz2xkOeg7<3HC#=89{VqL zEjRmHUcPfeGRd76-WK_JW2Ftg!P#Obyx0CJzIi zr}c4~d0|GcN$pvhm!ly-s1t&Ujuyw&wl_3Z$4UZ%l)s;Xg5421KxX-@kz9Vz#o=6`B z#5;BD?@(qIk(+%qYL7ZYz;s72uycR*;83_I>_7KhxPht60uLawp{%^$ar*0RxNXvm zecYp+JF3nSYs+@;8)^=&a0Yd%i(+1JELcOPd6InV(G{7WLz1R6ZwtBIW`ifUo?S%x z_o5-=G=Fd%aezJu8OJJ5Q!mVb+x!0NUO|xF)3I&*&2m5`Krp7NKp*%XJ^S`^N7d5I zsdz|Dp?>O;v#>`s6?RsWX#{YIp)E71y#uv!^caY=314{2ay?AyDVTIWh*Dv9eN!(4m0N=jn(I;X8uz#?{45ld+0qls*}h z&DzA?>mR3z>T>pNKLmtTL!fY^-%PaH9M@P+-jesDFV43;#3rF_1ugOSPXr%JFF7(d zhJ`(ODsDX&|M9W1*G}#jGrW~Ux|oL+#S#k%DN&Jj#E-i_Fz7OA!WPIha`j6oSw!%E zM^=(n@nX(r1g_dF9xHu+^E#@&6c;Z(x8*~r?VLQB!a}IF{G4)jOfJc5Q)@d)2LBGc z+BG&fk7rr{OyxToW9n6a+U;=sY&)q4s&=Vk+nouX#xGueWi`N}Nk!RgX-aj$444Z$ z>nGKAyRwT8AqYp18?klVfqEweBNk)^v|f}^S$?HFuABwSgyoHGzkSOM*%>zTzHhNZ zpSzP-Q0!fu<~-pASR2~(*kX>n;Yg>?A*-R%D0RxB>`%=_mJr6YgMzv*!ZKCj^x^cp zVw>}5Zy5T&tpyQw-cW_~yC)InidI?gM*}Nz5U)JfVqLLu{!)rL=@jq}N3GwGL6tE~ zC_OL3t=VMaw9RdHd<)eL4F6%J?Ql>v{VYH`aM+OhUVr`^vcdLJ=MHn@fVraKAI-#2 z6ncqeH9`jBY`!yb?R+5kRr(Y4<$EnTAVv;iEa8GtMZvb}ym)z~=lDPZa0XY8e8P9p z0NcN$Yg+(F_PCV%pJ1sV&%+rZoxaCQ;^p-K)Ua^7-giwB3jRbzR}&n=QvCCdavhSw z4BD<@lhWbhqh)Q(69-fZ2)i`TJ814#cF^j36XmEI$n=kRnJ#S$PGovi`LRd&B0{%B z`47CZ>rv4=E#_=`dKuIS(qGm3Viq+9x69R2D~g1IewCIqVp$=r`R_Devu)vBU#v*|B;k^OUz z(VIDwsI;|{ALk|P=IQv))U^m-19zs3!@SE&mnuivrPFX z6%J#L%Bx7yFvaGxOUh-PTwomw7fo}jF?#|CwFaG%p_9Gf> zlxm8FH93aM3zMN!wgrGi9<>BeFAu*SS?g8pD^YEe`Xg-IrokB$z>lmY!~eCS_BQ*r6G(bg>Ou<3n!t025!%!f z6sO?!RRSMc-c@%6Zf~JlHEK4~0{+U&&3nKB*?u1?%-3 zhs7^OF{V?qpIR>0)s69(%LAEHPQ<*n%Rng_f!c`TTnu?!8!hs02jO-na`q&Tp}Zb| zWvKPL13}c^AX1Y4^JmHrRn|%=Ic%)!~j9f=GPfri-~#1vfOFMN=j0m znawKCAZJx)cw4fQ7CXEG&tc$fjeP`yYrfsVjioldkInin79T725K!E_x&>EG6XMt+ zwW`aP|=^00dDdd+Zw?=e~tp&MYT;aGynGEKs=f&0{;7 z`xZvz;C`jQc<5^o^M6i~@N?V*<)5?E0WFdY;c_DihV_k>4#grF?Og{pEgL$Ju03pmPY+oK0(8lYkdAj(uhl;=lL0 zR`WqQCf)Zc8Izf;-;Y;r12}|k+}!7F8ko9V+thM&R)|k+9W|j!efgwKPGGOB~6oJ320f|LJ{A;p| zpT6e_t);cB2S^gx@1KZ~of*Z^J@}rzi|9A)JPwDvRLV|xxX^ovzSSVlKsb^LpS7c@ znYT8gZl6B=Y46NRS$rzeu+J9v@p64kUJWYVs^dF<>yuKj1S&BSzKS|vTe`YJ00}BC zeEFlgrua+9MiZsmCw;w;snc)Sk#i*{uPf7gv8BD*GNZZJPZxWH~Hwdq>-xxVbV(U_>GWY<`ZzF4gpaTwnf>V}s+ZQn{u-jb>-+l`e(#P|;KAsu zSUa^@<`!fk=R~|&3?7;uRKc7!63tu{63T^#`)&BVZ%pc)wiN0fw+L(se%S}Jylvy( ze{S&mqv4;_T9X0jn9?}tH#I|0_d3>-QjruxnGvXBWI{IHv>Gs5Ztjh}zChuZ^LO4D zXe17p`(?SY(7FG?Q3r*yWHlqXFM+V3HqgW<6^I=S`2mGH`#NCMRrG$rc0e3zS2EQi zI)IVNQmJztvrt|UOodvVX?X`$Jl$4MG(;^L{uGqXiw!7|NogvW+?@(p`bfUx5_psK z5$!MN#;d zctaaBfMvd>2l^)ba@D_`;}oG_fp^|pPGXpFp3PH@LmIyciFoxKcMm#}(p)jKm+CK3 zO=j~G^LX&B((OgkApmV$8jV|Cq4QPLLh7(pRkf3XR@A9ANnKhvX0s6^c2im7u%8*9 zzDyWwxQ?W{V5yR#d5KqzCIV_qh(6ZBMrclm2my%*BUTIs2{r5de zN3?Ba;%_s^6QtUcB?~-CTUd?xT*lZe-c~y86pK*7_*Und%vEt4AahS6vFVdkA>}f! zx5MkzipQwPyANTF+W=uzRx|R!H@3S&~&P(FCZHVC*6RCYP z23zuobbaZ~nX>x<^=XI4S=Xw^O?AR>V!yBi&%(!t&0Bx8;ez4e;a#`z5C2H!@PdDa-Zo3Wb2glWs zuLwl(o1D_o4N>G5VlSUbEA7-OWes3Ah1d^O8@T~!o7Llf?t?UHl2fktn%Af0McN&wA?`M%N$t!zcqZ*dqUmT&@RAg}ZKgIjVv`hS%XC zL!zGF+P4OTGChUR&u{mZTf!KSK9~-!u>5S;1A*1ZF<2pUy23Kv$*Vs^aDcal?gLe{ zK?_v%OYrb#lwc{|Ud7&!!;R%7LB?D>yhg4|CsD-e@4yf7<1BO}WKr3U%}l&`?;Dk= zu8mS(7prA71d0D#WS%a!Iltr{6??|n4G;gIP=3F^A-ysCdAg37dFqfq@7YLIpQ5D(E5?s5 zwD##jWBjKgIIoO>+b6#bbQMgNzf$%Ph|OSjXQi=}PfEvWIOo1PWQz=L{h@oqQjx~i z3tl(u6JW-B-k!-vQEwaCGZQw?e!g=YW;dzU;>Qh@y#{aEe?l(>?g-F?_0|<`&uB1_ z2!zGFV?L3MLDFjsK0XpP+}m z5$bDaOnhLAz6DwWkrML^U?36Qw?ZXAqrQ~SiPzf=|5M?vO&@S}YM3=pjAdapL#U4_ zTsHe1#QiTmG@}T?brTEeLet|C=|bh4a~32?Te9mn{vwguV7%i{O;7#`ps1mlRw**N zion98n}knR#&n|cman%dHRgwsmd6Vk)6dF?4W11&ZaM@s-upEQnzIE=Kt|wiGClU5 z-TmedV-AbQ1(^_xgc<_?JYfiM{4)KtO&P$zkT+1C>nPZmtE>0tpdk+)XnDo-0`&ai zCZxL1k<#6*X-^C`)gWdenkp|X{`j!%+PoLbl;P9M<%s{NCg~D;y_l?m@6a5vL+H!D z^k$AqkDU~vN7R13>~D&#Vo9v3T4&I*Lo)sui9| z>0m-yiWp)$eOh)z`%#}P)2+MwQ6*${I`)akjqf?tBmL!f>RqgEh+H%dDP-p+H%9gf zqj!{y5dFTW#P-!qjp&{-p!|DZDp2sI3k2HX0pA>MnHJjRao=-v!-}kl%lFu7&DkuoK;{KZu=Jh*YTu5b^A@ul}0K2NEk zUpq^f$;iUN{hB|tJ*I8P2QZ|mX0WCCK2uijy@7+_9pFH6ePSOqboWUkoxva4i0R$J zOl`|xY?SOmn`lhB9|CF^^58`aX%XTI`B{j1S5gS~p(tX3(o#Ipz8Y}C6~ZCx?fyN;ck zG;F2f-c)27+)1^VmTNZIX0$DuKWZenZ~S_QQuzXShvB%-pUwpy?(`QGaJgRG=w5f4-Dc?NhG=0y`}(IM6pt3;UmjWhHncOuNU?mI|1)+#Xab_f1pmDZk*Ef{ z8PZ27A#uc_9^zp7xo~j7o)%Gf0#6OF{ZQE=bsfU_qxvw0ujEs7ooH;}5xqxr=8b@> zQ?t~@$CG<>wo1X5j^2J%sw`JuJjekWCV=D4M;2uLMe^H;ey;{~r@HV&tc|HHq(h}j$_jxu)chJp2kfnVn(9Qf=&6n(YJ=oK?2ayWC zQTP9ZN^0DT8FIuLIqfCiIF9z)5yh7C4c8!!xM%R*dNH~uo%NV39k3SDrFCsO(1s2e zzf1w8d$%;?f>I>}!UO?vN#MYcbVPD~}@$CE3jr>WM)h#bb;JiA#=7lmuZS$JSfviX@d z>KS_j$AR$`D&L9i+cf`8?Bm3cs?^6#5C99;zYa(Nk$rKVd2CWtw8+-0w`Oi$o(_27 z;hd~1O|QP)Z}26MFh8kK*L9{;$BgYs()-nOi-%#RXPn-iB<%AW=Jfn5pg#p^9ZnNz0v`gX67d$`)`ru!`|LYhpN}yy|5Qq+8hV!b!MJ};Vu^B zTbRa&+s-?EJ!anMYl`jj7<&z^`0aBp*T)?`vnSQ`t%u352m+M-^FQOkgRicrRuK>A zTGDRMH@ib>Bwr1(h&ZC?>+O~W4KHceu^$M#!~}<`sP`Q0>4*}!X5@I(k+}<#g@nj@fa2wNVO!W zvrz~0v@*&&1tY@VD>5MAvybHtobdEtF|nqUC4dQH}exYDN|hrn?;tMPD{argm?@}06Y zcrA}>7-T>#T1`hb()a-%=lxxTeqo1mB^u!Qg!8xnUVwK*s2A`j?IxNw5|?u$+h-qv zTyYxBL(w9=&yoAG=pKCSh?XbUZEakwb=2hKox8oeODY3T-44754EWaG;Ap;&(6+W6 z)>n_K?Ral<6t3+OH{*jTWKb3k`?&|zY71Wr=+ z&x;Aa03|y}NCLF|oAq@s8mnTMh`^xP?<_6y3mu72|2<8S%@JY@Rsc4d6tlv6li@ie zEWz+d0C7Q#AoH3$nEe)BqUA)dfrdX2IQFR zHRABKb;F(wqx1Z4D#1$Dn{3X^>QN#`9S`B*2Qpe18#US|M4;Xr zQNpwyl5P}&-~Xl8Q$AAlJ({jfHn#S)u07Xz#xG@?Y<0KNVwJ@3jZ%gL3^zPNH^Jlu zNy>KMp)lYt&I(Ol6^(#BkB)ED74=4o6y>jmgth0}>|KEKmH6a{l17~BjDPBqI)}#@ zi=t$_4S{z*&~}g8_-uE3a);U0^dy{j!O&q((r-yT7=>A0c97hN+I1`C7c^J%ows1q z-SuKM&^g)T+D>v4dg$@p$8_&$;>VdMRvkmKUzp%ru_SE4wsw;$=_qY^YvuX)hgx^X zn$u_^p%?`iA2#{&&QXcy_e{LTBP1pXxfsvWTIE7`AWKJB7W+)6n~=?p{WxP8f%4t= z&xQ0(6@e)frC91y@H`I=_cv`IOpZQTall{&TZLKz?Vd*AeDGzFSyi>gc}?yFYFVlA zWomr=l zx&Khm)s&_4MONA>8-DV#-W=@;$6H%~D63q+8nS`)wx-Ayd`|mb&-rpt-K9h!1f%fKh#<3xETG8~uIsFm0>@3Aa2>PoiATj=qm z#ScBcmSTjXaZ;50BtXlW5x1vi98)*fRr(DVS>|Zo`s1@4&E5(bgMn8<;@78NYHpTC zo183+PKs7t|I3l4)Jrcq*kE)QqW%10M}9Z9ECC@R&z z6?Y499Y64}@UD%L9MkId(r|}Hii@e<_D29MK&YDiPJ{f-(SrkB;C}4Z)YazZ*;sJK z{IGGjFmy3I8a_~Xm}}h9J3VXyuOa$tk<5yCe;92dDrN)+1uJHV%>JGtX*dwiXdK#e zy^G7JuafmTXerlQsrFE!r_!v;6~p z)9G{{Z!ZBOqX5>u_p7$$1W&&&!Y%Ui9OMI~=T$Df>&nBjEO&I)f*-^RluM-E&|VMc zV3aYxlDusHZk9R!loA1Q*Mrbj-Lt}1SCyEadf!Oz$oVR~J$XoF?!lyQy(`21wL)~7 zIP+b=%lFf-@DoM&5c1$E6(quIpkLthW#_AV&xzG=tpCEA9nEX^<%bqo>WD z)?t3f74A)|vO>s;NSkAzJiLg@S+kf?MbgTO$dlJ<;Z-kHl$Aa~*1+3Hq<8sW3>1V9 zN2B!3<|}&qVlf}=A7*E6)7nTgj=gV$$^>Sfhz%M9qG7tw5s?fYZqG)9zQ=d6Vrd~{ ztBKC~`7W`>p6O6Hc29P(delpylI1{ z`)ykFKb|pP1B`@9-ycI!mV>(WI3{-%4Z?;lvHtKA0_w?r^bLbiIVvcenwy$4JV{wG z#%EeBQ`6Xm!+_CpnN-(;LgA1IEiL4tcwBF0nmD#M>;gtR!z|AqNl@d@M*`fJ($1Mq zPo-@BH(Pq&Y>zmS%uwV*lUnlvr4>PCEhb@Bm@x#OM-ilQmZzEqv(1z_aJgp2_ji~! zEVHGwZ*R7q?hHmmo~o9{Hnt!*thA;s;5MIpZ|Bbsns@+kBRhE}erL!dS%y{KP8sIS zesOlz{bkDU#e{|hP!XPS$2sR*t%NZEsFCa@n!quhWuI9nf1b>@*HHPdb&Q-GK7nKh zG@>+qB=276y5z~VUFSn14XSTj$shdK0nEzWlE~_vF}+UKk-*hu!uvssn&*)HL$`piCU>K9VjXDNGcjFaE9YDih#!8;DuQ?I zSXHvg16q-Jw)ww*txe^5pWdlp;tcBBB#TNGqrndlNDb(jVJLw(a15MH`y()e!%Zoa zC8_o;OTvnZIcKRv2HSyNRJ`20mC(c*0?opgaZ`mg!J|4!$pKRm z9Eh?8{P{FDD(ZtZF>!CWvW23PvomUW@4(f6mgT+_p=4ixNVDlsvqv<>ov5sG|2 zPgzIW;4bI7a^RF8Zk>2ISk@0@c*wC#0@_-zIw^f0HIOw9Zg0+>gyP9&ogXDM9uxuz zO@G^v6|2EFpmwRkBI+At(5zfk`8*Bl&j{@K*ld(O6%Aik*iigzKH9GAP+djv{!X^p zh*Z5c($j%z%c!&zRdHi~bw4zifaq5B6onZSeM|gY!B0qvZu9D1pAiJ~51kPKuM*yq?}0Aco=86!at0ALIQKkVW#9gU`L(`9L7L7t`;(AQ{v?6G zRq)IQgF<*#L7RXTt5-l8PpTP#-f%0RpE0ON|cT=nm_iOO3BL#OoS6MyHe5oCMH3FZ1FPENiV{GY{W6gyN5O= zTRBQPTu(iC_?%zA6>*r`m}zS+a_<8HUGoEwr(j-asJNY;;<2B{dxa$= znNUFIa^<8(XUeev(Ej_;)D#2{N3UAd1T9It$rO^W24G*>x_5}a@{S%6IvCc}%OTdE z{ke3}Y6j>P@gr6jvyWOE&UWr1Ugv7bFr9V9NN}3!Rt7O4$00E7`Qv~ie&y&CqfI4= z@o$kTtxr0~q)Cx)CSq-3&*=A}$|nHErQ$U(O1x-+Q9VZmPN_)?LqXrrbT=Et!KZG2 zN;qyVG8nbx8fvGA&}CGMIb+7v8?$%&{oF`*0p{jt%g&9lvxmQ~WnAMyFc2z}$r&i=m^KAliv@ z^wG+Fvn>LZaNY%^?vfPNvSyKxek2eRYtD@-d9RE#m@PF|tA|B7GbM%)s5&BYw=JT- z=O{sMv1S3QG4WL9L^+dlwvL`dl5&A>tr(&V*0#ETW< z1sE-`IHeOUvI~_|vJjE}8Ym@ks(pgOz>2u!A4F}qb)wz3TGppAK@|6VZ#*7Qe*=N2=*CcM5chPBSP{%#iU7@hFW9(U|pj@AH-dx%INL=NiK$xk;%;N6enVOYUt%IXp9L6J3k9??XK>d%^P|(vP zRqu+G&LtAKr)D|Rw{Ch=nkC$?JdwRL>DnM#k1(COngOvwwAQuJYSMMlWlbp2D+{bi zct4&XR^)Ws$10OpI_t9fOT!0_l{QM9garzIXH}9u>hDW`Ske(Z&xA@UU09b{h)8NV z6-~K7fDq-<5bCYDzA}a6USgiK#^TKZz z%c=F*2UMRBP8z-r#Zs0o3pJGtzhYqcP1tlZ{G3YWur|mZPi6fOZTUKY(>E}6 zUylN%>HrR;<2-5&O~rLpIJ9qa6q<$D2pgdUyfun!2>R~~R|ik#l~bsGotkTfFkj$v zq{wGqJp9)+w_s!)6`g_8Wp{hmR~tC)Cw_ZOuSjm5sJGCXvP1(xy-?9hDVmggEH6vd z*+i!=E4NlvI#zKWOB%Hd5ef5f>8A6WkN5J8Mym*6adWa^qyd@e#Hou9*vckEB0wQp zA+kci6%yAueBO<6W_gEFp%>_`YeVv)ykC)9%_CrU#t3vi-1-39wyftB&Q=;or(P=9 zlBd!b*WJu~Kt>os@ObmI8Lc&x%>%KAw(l>Kv{iJJ<^$C5QS}${vPGJ+tq(U851Fx@ zqgh1jtcZi}f=b{ubb3`rS(!}IoPYW2e5AFP#K%k`PQRp8qL1OrN>w-51**VaRyiv4 z*eJGUT?%2xz~YBtk@S}2v`zd{)Z+DG<8J7)PzMoDBY%L205gkDMNFb&?D{VH1QIcv z{vL`H4{$W2v)QHcV40=v5NP0*9loq4UY7Pgq8sa%?83>u-h&lHT1uG`TCJ9 zijW&>dK14u2U^^aawIcC*l#Y-$$vwxQh4Hr1S=oRqG_cDawg}|U1x8q@&;>%WjKAY zVwzOh_=A*C)- zgB6)8A$G=It0`UjfQ={){NT7ca;-CNCivn1UBnb7c!s5+VsGy!Gq&Wgxui`2T3S z#(+B9w;h*lW7$}?xoq2~TDDsY%R1S%%~i{`w`?2l>9_ye$Ld2p=fQnn_k~}J&fA!$ z97Vxwozzm+0$xV`n*!|yXRo!46?ysU%5ozJmGFI7(3PXmd`4L6%1L(AT4U`J#Tm^b z4Fx-U$rkGq0JKJ)>2eIXYqM~uC+ClwgPaT$)K#p-U{Ei_EAPqM70a4o0NSf-uA(Ja zpbJ{(dM8UPi9M-xK7@xi&L9bNbHLVhg!jeE4Wwl|G~R}olg)vF6{BcsC?R_qLoeRy zillbi4pmh3ELwbt6+@6B$+u-K(W{Nr73HS1#eqO@)@|t`{dAXPZEYF|Vtw-Bziuy~ z5dZg@f@y)FZ$O#$y%e+Kxi{M_Ndofu8VFzyO}a#6@V=PxMK=*1!dth?V(YKgCc(p+ zYd7h-joR!_6nA%<87ZDWEpfchR_IDb>H$Kb>pG)yTu=dppI9~PH*H^i z8q%FfV#ea#4j#YuJ*Z;1k{VajCYEzW5v(V?6adL8W)6)^PXjpPjGUOB$0`%=wR0Ax z^%QP(N>N2VVQWT!x)#s6%6Dzc&yRy&u6dN&PVp>@?)-;|fpWFoQD@iJ0dHc78-ySB z;K*Squ>wYJe#a4Q2Ud0JopehUzl%y5u$snx$PbU1r-{+zChpR4aNitlWD8#R#~6BC zes^Ew`qG_+%~}4%>fdvpn-=g-$WG~v3biuxIH<*O7rdQ(oQ~_aKx~qxQ>qEoW$E4v70$$) zQmQ-Ham{5?V+gNdKst_RFYB975m znUNq1{*b+Zo5wpy`bhv?JbR;JgQ?XuN!2GB-SDM1(O(S_L2 zwKVBBjPjnZ)|j8a+qqGb8gB z>F|tfWF1cvuu3Nw>!KeC7PQ>_glbz<$c1_2>I(&WZ@MhLN`c(vTcKEV08;5x+sYy& zdXIUm3jL8d7`;WofFpPWMN`wy=Jggr`I|3%HdZ%+6fF>tC};mB3SbDbl)sFUy~N$! z^#B_g1@acnJOw&(z5P6u5U#x9O>|41<}#&0m@||^u7yl=x=SP9LT$gByF3-gY?A1= z+UrUUQTo?t>B^p*IUj!TAiras1}(TfVBFd*j?RW5a0@#cbzf24F|Qg;C%iKb5f43d zl_C;T>1>=aH&^m^5tonJHjxnW3t$m*Hz*@9tNH%jlyeyhJL=dP7+hR#s9(J7a!4T2 zEO!mh34Xof*Z;jJgmO2BT(LBZDO=sYa@$F``_B1z+N{Ebsm)q)uPXdb>!U5>ru@%n&tcbV90Y*-DH5q-HnQ^=Se!5zprLE!B>$#RrHO#@F^TbC){LrUgv zc};-!U|q@70jU32hBXJ237vZ5(S6%Udkf`rOVTycYGOzV%Ny$YT&*f%UrT!D{SHIx zxbS!kDvhywzvt^JU$_G1KOysyu7PG<^WQNaH0$v-9Esl29ZzzC9B5b%r4cHH6KfFU(7|n0|Ej3W9JndKOfF4^+^n3)a*3#VsUp3zE849Tb+3*Jd@S z?49nyD&E!$f0XBxM1)M!Tr&PUV$MQ%U>bas17V~>DXbnSpveE0P13$ocl?Jj?m*WH zZM#OKu`(D(d}&Lu$2l}~Sp5@~ckUuy`ds(k%4L5vButV2TJ-6}QWIgS7Rfa|{@Bh3 zE4-3=skTfk19?r>1Q6!giL<(Kf7oP*Fys5~{^!!2W2*N-;L3DL^3NPDG4IW~WwzXF z0^SvamI@Z5IgZ{THiRrD%>gzMyEJ*EMsC+MEsm7b=zx-Q=>vM}<6h45X^I!m)-Mpt z6Tu1xg!O~Mem{NXg^#gsAplsf<;rIf*2o3`n2UuhM~oIzp+NW|gmlXlWx-nrauEm3ohi zqz%aiM!mG!?TPWhP)bQ$DLKonIg;?uM8$o_QmGS9e)p9fMXOF9r(-I z>BXT;#hy1Rwc=_m(``?_N*Itd_Dx-QxoMYnC7e86?dfso{WNc)TuLXU z;k^tqFAF>Tqf3c;#5kXi?K#tig5rK*v0?(LA77L}alf#H5haysJt6_;zN%B8F?q4? z*q|+-?XBoir3nO?$m?!zyF5wOiN9}#ySe9hc4Hhs?PW+H5)YH}rn5h4IAdXRMkr0y#EmmS_OB4ri`dqr(RKkVMX9 zP#ps#Y|8>5xExbU*TtYG366*7F+EP_L_&}9sXk%pNf9cI5R0orr-oAouN0C(f0u1r znkJX^W%l;3`G0LJTCV52=COVKXL(*?#WdIUq(+-odwiP1y{6rx9xKV!CY3z1=o1EA z=t9RN)Ap)UuR|wf;Q5K~5y3bkV3p~l;|T*ayULf?N=jL;1rwXM)BWN&AGmUaaH55U zy9AP3no->!50(k8J=uy>_w^y{wMHY-v0IhV5@OG-(H&kPErg695T+i4cEshyS1;5&yyzOWrY`ngt@%+BX6+-q_r#3iLO{`RFFR`)4YVawPpkIM* zOuK*L^5>CdnQ+b2biaK)seiujeu+2NmKgGh40S}%A;z~NDka8s$oO3r>y7 zUM{jF(!yDt$|ceV6>Ev!-94l%lgh*`5dD@^+RGKc!w51Ae~_N*V%VS_`LL80A*$ifdH(h{yeiP*CK zHim}6+A?d+jsLx0(4-qg?qgMo{7F;(K`QFM(KQ$YK1kG9ZpKyxa*K|W6_Ar=9qDa+ZV8zMwV+eR{%bMDteF=zL7v-dxmoDewYIIlujbjX1| z>v_wMF}7UI%Wa~B`YZEt6!PZMLf#AV@W^@KJL-_}8w7>8Hd=aQWVuQN&xX=V^FOw{ zXYu&dE_Z}^zflQc%Y)`)H{R_RCaZeUuN^NNMtWpIZKt89LQhu*R!sDvOl{^P355~y z5T5K2s)*9cs8tNnX>!36$=5$!Cvp&zb;Ara7#Ydtr_q!Z1+X;z$~Ng^O+waOVboK+MK`I40$jB@^6n?3v2&-wXu zT+&yHD~)4rrrrD3Hg2pV zVI4v>AfZ+ebGSIfKNl4v*3!F{#k}@*U21dzI%4YeO{q58DP!atwl-HsajanDdOa1N z5-VifB*agcaEEOQ+Q3?bdq>Xt{fnma*Llj6E_-J=xf{lYfNxs?)LTQVQYG49P*g&9 zTW`xmF4y8hVQ5V4Gj~k$!*8XI=@Hq2r&Aa)Df{B-q33?((zbjQjE1zGi@vYpYoGGD z-GsWis)~BfkJD^}E!s^{f-dj9rK-iY2=GVvFY2=elN$;cKww^;T4Hl>-IkTP-;=!v zow6f9-zihHl*uTG-OU-;6vHicE7JH>h;=4;G#?IlE>{fu51{G6d^sBLn378F_mhP09VLMIp*$i z_MAs<8lHNaLc(C0qa5>~jie%sS&bcZ>33$Y*6$Bwr%m_d;epeoZ4Puy<&nD7Y#qdj z(imZdf@X{XO!Lcbp3+U+8k@+LIg|xWfXEVYa*$8XICEFYC!i6sS9R-)>G-Ml_^$7N zz~dhJ#kSmuU^}c{Q5~P2Wf9@C zRdsTpyW#S&>z@Ibj@2XQLm@|fL23lfWpiyNZtu)CCritjuT%+o98mw$y4Ru`sIBX{ zunmXh3mE(ztEy^rp=p+HUKXP((61Dutdu;))Q+apO}0hY*6AbcYZHZ&JIFrwdh13Z z+ISub&8&Wf5=AT?3VeGcQsKr%rg1!mOU?R=X}G-noG?j@$J;O&wTC&*ZPMGQMpk0p z8$}Ls(NDCe*}3{$7^|85#UhCGi%uW<2JsT{A~0iH^2(SQ0W?Q{luF6e4Dsi9_J12C z)bo@kD!!Pco1+L zib98bn7vTw&<1Wq--PM4g}q_4Qm=MeM9yR6yxUuoNEU_*+`}|^F#dsRU@DMtnrj67&RSX#Mm8;ftN6qiE_zGlLGe#oj8Ur zx8-uljorZ@11B?-^LN?vYoRCX<|vlnFp1n?Pj)YL*cA)XVsU76jc=(V1K3h2^&kxu zIx;sn9SANh(72CJKiZAUEpSI87x`E`#}2P?b20PQIGQMU#2S`Ms7pJl@N!1_7i_G* z#xPY!N&x+BbvM+!2?Ty6^DAA={eJ7d+o(qy<;t5a7}6JYKiIrF{*47uSe`EK()EFY zRn^A+R3;k7y!p=x#k4wfQDHDI5QrR`CY6I+S0tL&lR38M*}h=Le^Lazl5i_JB&&Uc zyH7Obw#?P!!MO3mC>ISjXn6TrArcM$f3X5;AvL!dFU%}KYN2tnyoeRIIDWmUN4>1b zbY-9(B?P6qiyfAI;tFl-4EUi=w8jioqwljKu@1hq_fb$}wWJ(e0LB&wHuUusdOqn1 zTxXUYrHj*$VCPR+Y}1+&#dKMwYXe=_ZF)Aap>nU@>ZOHQYv{LarE1*-F`E_fo!@pf z^`&$E>*agC%~&)6uJO=EHFRO(17yZZ^ zr?S6|MGIjZdb zK-QArG&a~gSV(NyMD-a9anMCFy$Gzob`10ArTM#{P3FTdjPrYgV;7OYRu4yYIP|FX zxwb86kTdnw3UkyZR~LZ8qlepP%kcRaRTzxBK9LUCiBxqmC!H%S|IWWu%twEp`%h=o z(-2Y=Qe?$nN-JTn&mbBo7B;`t_UUWzXZsoh8hETmw}Kh+k^&d~p%Xt{icY4aFckAU zM54F5Z2gxsP%F+j-HZxGIO}+J;V*E1vfy7=z#w~7&X5||7Q_;)7(~y)t)NV!&(<7? zlxxJZ^=Sl#vQ3Wy(J~2p9`vZi0+TqVx|B-o3pi z*|y;dq$cgQU8PLoCTX185}O(#b%xa{#)uItaLqI^yR%X)H<`k0@0U%cmWv3`ki&U{ zHnfBqEL9jZkg(cHs_tm{3k-vtp=+~(5LX{e zA#E`$qMQ#eS9o}}Te@(@^cn9TYYL1I5@o}B93x-vr*S=wiPiC`I?>|~XN50XZejfr zx}&1g<2ZywW2=1=wu?lK(2BoClr?96l&|-FkO~#EeQ!+jKTG*Zg9(5BEEZGf|8y|) zslNJberJdA`k5SZw?k>-M?)!U!odIi9TclGQ)M0FpGW>5k zY4oXa_aNckL1WrOUX{A_i@1Gl=o%WIl0Dsu1bkwoz4E?{PQK2_bdJR5Am$lRW4JFR z6+`H^2b6kqv!b~M17|P^1HC&V^^*l%sgoo;W8DNg!^&*k>?-PhmWjB^5?suUG%eeX zasESoZRd`jB|tr7)WWtVy1eJs@2o)|iwjmP!hfb|bYVW6Zua{_?a@QqhlNY-LX)tl zHY|UI%MgZ(YV`4YV5tIMErkAyOPzdCxVz&m*G!Q6@+YcE+g#mHbBymZblB)d%4oh0 z_H~{7qml6bc$=~e8#AH$f$y2r`_rGuNk0&Wz^HcH|JvIP@V*nB{c09TL0zqP_-YSJ zE7_1QIqW34u0m=!Q%5S>o5w+l&}-xibo=NPWKUn0>noR$9>!K zMCgfyyRy1EYz-e_1GEHvGXPXSU;7hu?iNnhd~lv2`3VhBzklfFKp%o09f0zOZa-Cm zfC9+(t<~K@vauo7rjfv<ZIU3E+5*7C65<0K3zpFl%x&>dJ? zf)J{FxChxsJRi+&gTNz;{WBK*v(Me*RBo`h-%UQFJF+>*ZW6m`du{t%@HYSbMe9z< zB4(;Eh!P@SrzL-lPBeWJ0g%3lwu;Yaql}A}7%JLBi!@@?dXrx44RS-x^MF1lb~urmE|=^w+vbIDji5w7f1IbgkW8#zrSCvxgs^8q4{t+BsN1?jN5=44 zpZ#|6wnRxFrIY**B?QBUExbM0+J-dT?0Ow`0Qw(;0y-pil>!;mVIzclDfizk&mFe@ zb{z3-Kl@MIva!$no>@vZ8Lg}2X8u|bvcwuv1I3mr90-uJ;_F&n$Hu(#9Px8Q2-)|` za-(e^c0F`^_JI!(yr1#*RyEP_I$x*<1WcI+HUKFaa^dU=gA!w*B*Fp9wG1(4Kli)@ z_WAeq*gwl%rQ3}*QM`8zTUB|^TUqcsR~^4py>GhT3L)+eD=o1h>SHgH6V2wHJy?yJ z*3tVnkEEcCn&9O^g9Rj=^$W1KhbvbTbA9!D6u!fN0vk;(9ae^&ph6c(FfYj1?G#c+(nI902}&+ z>3R!Ip7F?!&s#eM8tcBHa}ydD}; zuwo#|S7QoqfT&#tc(+La=paJ>?+n>}vUXvZjmqv{^!ccY7uA1Vbgi3sq?StE`eNO> zxj+QapKadE309@9D9Cm_?FIt|>hsmqBLKw~t??pfqeqMLIS;vkP{3?uqa^TvM;Xc$KfV8j%=|F&6q&-6(rb z_BLGstLiahtSP5VvpU{#QS8*R_3mPPbHrSgj>o_(PwYF%T%S*%qo{5tWdx3%;o-_V z_N6Tn!8Cwg2ykftvX8A>Gk3&DVF#ZVLF}nlJw&WHX7K$V4A+Csf;DlJ{uE)e+LS>^ zGFbxHXt`o%|K+1gWNFe)KYCb+j`eJ{R1f8;XyWbOrKN<8>I=_p5xlb*b#_!SS zm=wH%T$Z)bcF~~oO9cu6!M;T}+kcCw$1s~b(h&Q@Mx2(qSg*NEmNKumSA_ivv^77@ zdjMs@Sl6GzcohkJGqJhinNY%M5rGSZxU#QJG|lEZbYXHsU*YIuRUFCkwMc+6I_cr1 zf2&E>G#~FQ9X$KHX&RahufZX-jEjl}Nxa^|Ht7!;H^KKAjG~@%l?+Cxgpzmo)~+OS zM7L`}xwN5wX(RX`H9L+v8J?b<^VE1N?oR0s{pBbJwBo>w@QlkUs3(q-VCwGN(h9Ed zsz*yd1Mk&eUR|2NAP;4>iflTvnX+HKOrDM-JI?Te@uQX&DTXa49j#$hPhOv7SVW=? zEQY0EckbBJA z#WMB#(f8xc3!8loT|X?)TT2-$JCEG))VGh)dG~kUZU|mnUQlz)lJgoM_n;CX9D7BC z2R&mR7gcXO4v3*8#Q1DX^Yr{|R{F(GRJiCO$RrBPsI^ucXtKedM9m8#`5Of<%E`J= zP~ZG|6|P=vx4gMAzr&l?6+dv8e6_4RsQGmhHufd}Qzy|T{ZxN`?2X)b$}_5dMsfgT zI_h?IM>qSuaz9&e80CCOjG@PUy`fGK@iQUe>G%NB((3&(ptTCFFm-W01o!6nWocO_ z6s&?@tSBx-ka#wX@L%``L#5pn`>t8yanbyPM>nx|>Z>v4-~SLDFu4i&F1kkDBw6TE zY6}Sm2M0TCq3Bmx$_RG0jPMiTk_Jo50-TGMJxArwgSNl4e?paiQ`u1TyIK?KdgxQl zMk5!L1RK>N46E+szIjz7;=lM)?}a`TDQ2J=#cxtK7*cUaKbJUe%ccJm)}IZ};(X}heUpZDLRyoQ z`lmkgLh8oIr*ru}Jo!r$w2bD!uk!*V8(*%C(4$*JQaK0=rv7q2{aS{ADa2a9d;OuNci2maruGzUk{rqFij9$rdKh~xRT>|=p1q~J;_Y1LQT)8wc zQAqXiWqt0@l{Sq~<*$0Y9f0B$uc{)EGMFa$7jP<}t0*(XAUSAAR)Ns_bqgii^H0L! zrpGFCW2N>pJ5T5*iO_s+m;A)bScO1Hmnx(6xE1*5t52sXI#N{r_grsP^tm}LcSMv zMf10(z|h6ngqhV_q6K;m>Dr|QIQsavfai#;tv3&qxV-$CZ#?B+GbV(?j&c?by%XGE zyRRlPmf&V&C7 zFm!1zY1CaO@oD4E4222vpFc(a*KO#Dj_=egV;V3e&?w3LJgF#YN-MW$(<$wDQzNBQ zQCvHqZ=z)qrPbFhONHA#fYT?F7*CHEdfCSCezN!b>tVlMWJnocp2zm>p}b$n>&hYg zx@Q4~>c#>fN0N}w<=||n2nGE_M5tvA-wI3at#9iSwD3zHQ$S@?Z|B-monb#A8BM(1 zQd14wh$q4P^?X(S$}JVFuTSRqiTH}#AsH)Nk>wA{;lQb7>eBcm6RqXEhLIKbW3zh! z-%Tk!+c3a@{Z;wdGY{C|M?|pCDd?Rf*aQuPdxSx;I0w47BhUBNH^$JXwHg|B=ldlL zp5kY(-viR{=1KO0BY_V>4tjn+3tZi2s(PXDejud|m39kt)tPlOHz|I1x_M=~vydIG zW*NL54%gT>cpW(-3&2vWRk6moy}hL_J~`A-Pg1YbOZnKNOj$A#ZEB@aO72y<$|uUD zE>|iIu^&GGYYCC}AX~2NP)Je}v0qJ2m^~KFrAGOawu&y%XlG@q<7+L!A=0PHq5K(b zl4aO}VZ!!F!6vFe=*!JqKXd2JWVWarT+7Uu_eEjKo&Qm2?zxbij$~>Rb!{R?X^J|7 zEhn{NNEQzJVQnITcq2^(QFC4}OpG{}LNoC7K0X<3APUaELBWAq%P&MV z%bCu9WLHC=BWJ%$@}5xZx>0g89C>7=xFhR{{%Xf{vTjj`;ivzs>T}CmiSKuXF8hRt z+UmpptQ}!B&i%v1eD||cd5=JI%aNz+E@`#u)Z8%6{Jp38W>zf~z~5e!`!NPjdgyBd zuM4H)#wXUb*@sNYjhC)x&hZYmno?e2oKdwTZtKgywAOd3)V_V}3cA-<-!Gg+I8Ndq z#yyqT$Fkvkm8M^YO=JftC9fXe_P&#S|3^3hOVP?t67M^)0`Y?Zxk`C)aqx|eKc~Nh zj_}!yP7v#cCU=RJR8Njamy0e}G2Rx`l>R2=`ONzEWXn95`wl#=>VExfPv^@Hu4iGq zCGyt% z7&G(LPu6`1x88h@4v+x~NGvz#4182pj+=W&W;0KL^{dzhRoz!-9K8j56!j)Y$1=xI zLyh9`X}Riujxh|nP3`8pgM6jJ52}nzhQ=vOh}*--XbDH-R87j|K4e)e2diF?(Py$P9#Cu{{ z7$|D0Tk+V8G(w?^n}p4$nC6p~@~MrDM{tN1`LbDzO;5MYzupW(a4kyU^)1YzSAg_q zR@1JCRtHr=Zfk1vK=|N93~2E1(rk~s;{BGB6QAO;Fr0We@(>)OT;;O!;q_^5K=ioy zk&Odm%@xgU>YMwEAC;nNU|?-~g8#Zar`(1AR}#UAL_z;(Gl;bCji=XIw#@#XA`Hj| znmkk1MHAUurXxW-g3hJz2T9$Z_vz+^ON$5a{6&&2q}m#_jeqShUc4n0o1m>b6i8(4 zrPMZ@t;Tz-9r8(Hy3Pc~&?ZyEeI&=!jA>>mXFOgYpWLyBqt6%pH=ol*KGp3UfUf1l z+uzm~K0%0f3RXv7P8B8;jwYFkgz6LFM8GPD#l(J=ArwIbClr?9po4aF&j7E!GPP>p z_O#S}8ld?9J4i~*NQrtF-qHO?C#w?0pHX(IrB(ZLh>h`?_9+@lNvx{m03Nml!kHQ){z}z%CsqX-?k&ZD#O8> z&gMF?n93>u-raEZBzV2wrjj2o4rEg5WDB$typx$pIC24!%=Q!=-FdkN?li7C8_dI{ zF^U{@Kib6zz+oM9-_!q$Ab9kwzNegd&^_aVnUy4mQ=m{MwF+1^5f;i4c{N~QI@{3d z^a?V`hjL7s&Bn4>tm^#o<%|6Ky7&gJa${kc5Qg3d8?Hr*+?-X;eAp%Sf?k|!>NfGz zM~P!4@_#1fJy-=10|j3j*cd4XhYZz$!R|EA7G!@9l^W^D1SaI~VTXZ$6&ae*Me0;c zi~PKSB*Mo_q4)J)$1qv%rEh#f=Gu2&5LzapzlIFF-VQgjx!rD1o3%?4;TSH2OP8pt z_-X$J4AB~DvAL)KW6Q`#TrB?_9^&x`yyhL8pC`P&_Lr%#(m-cm$VVo;xx5L*r9`GUR!U3PT$k(dqCNlVE@mrsrjEDmu3_GJb6C$@bp2-U8O4Y znx7BX{I)ZX8Zfr;zHT&7n};dfBsiJ7AKaa?3a^y{m7c#FlBHREzJuu{3gQzGIqUH`{D({<4`GMLLUhg9&EeEt{|d8oV^ z-;rfVaX`Nc`f>~#urvgMvAiG16^hI+E=qyCaJ~rmM)Bk&@yC3;cT74nd9rgU!N0$9 zMkmWsGw=WF05s!)Q|hv;EA7ps*PijO{S-}}t*LFie@PpuFh!_xxZy!w;(iP^ockPM zk!fZls_}~jJ6Y#nzw+0g$1y7?M86|}GX#$O+O8J7AImq)sLBGFj#?)BZAuJ#$55XO z$jtnWf86t>4I)(v-%7!8 z5}+#FM>pACRnxW5VqeGgBJ40AZ^uP7uc%?G6@CM=hJ#t^t>FA1dd<6cE~x1N&NK!p zc^@1n$IhO;%CL$a#O7d`Q#J7RTpzA-uVF)2IG*v5ZoE2O1aWT{Vy6B6&^a?#s!)xo z(%f*2lt#q~5Sj3UM9W}uMZ^&m&9SMtBO-)9FLFu?L9768A5%Xo6!Vm_p{T%~+tzXn3{0m&udb6=YX@D;3 z5AgTt$S>wDZYrHW7ifX@CCOq-5foF6) zw&TnP880iV4)1fTrZlGYwWe-COfCpkS?&2r)MK$wC2UD^Joi9DOYSvw!;)jv;OUQz z$KSgosO>LqKx*(}q%Dixo>waCBz?EGvnv+7D~T*i+|~Z@2m~_^AVcf_D-j|`pg3bq9G55}rS?D9G8S|JJ!`|a+ z`Zes)`v{xa;eDh{=Bc@7zwv=linhOsE9hC(+z~g{ejkO zM^*52Yu&&%SH5Xp@5#U@zkfxvWXnM*0{ndB>Z%A5l(UR-`bkM9hIj^A#jQL_MhbME zG~7u_@Zrl#zlF8vkpBU1Y^v4CO}fDFEhpek`ep`NR!U^&;%c8!gebO@NCkDgDHDJC zau)IYWNeh>7zH~hkLg%uzjWjwusHi=fx1|c@SPK!LDbdj51)|7mH%5<>F_1wostei1oXy+m$~ww_>bx#_qa-O4;^ZtFlFx2A*b)`XcamOa zINrR@4Mf_v|E%1t(8&?u$xmND@`)iXPmo{iR=A(8M@=AcMe5_srbu!;F0X$z(~)*@ zLmt=g`XBUb1Y}LZ9g`FjK(o6uTMQdAduIthbj>}mqeja_%|)CEEUfb)=P3i)AR;R+ zre=ZUyEd!|pbm=5d+L1i{ULaW8rfH!PW^MhEX(=Nk;{I=*KKx1AMK<2D9n-1Lti%( z$097qdoA?J3oQzLvqkBxMk`QCK1Y<6v!5N3vGT7`|M)(Cwtfqe=hu9Zyxqn?m>9(n zMI8MO%vh8fhdWw^+Z6}{o%aULz%Vb4ApY^Dbfa>A2Upe5?E>#Zcr6yz_iq@Vv~GS9 zT{iNlQwaJu(IF0-`F+-lZ9vyvaU6O5Qv5ZX+;uWIOs9JOycvdxvxOx^Pkj(#4=4jDr`<7(fq5nU+ zR&B=CqP13ervhp+QxZNKQ#RQgCnTc}^|Kh!a;3ucrEO&u=e1ZMXxHlrJdT|LQ(1k- zUbb_KiT%DEJZGbSAVtop_rK_wg`S_qKohb4z0N+_hF*9N|*KH$jiZrxHP)2H8=UY6h>qyV^k$ zsn;94a^^Wml!!eT?1Bg0N+%htPi4)M(sxIO@&w=IjLvr2-a7nTj8t8>T(CZU^6E73 zU49*(MJSWDv#dO0N1&HMbSXi0CJ@+uA3Fiox^7w%52(F@muw8EadF=|l)&KJ5sqy* zm(me^AoBgVwoOu{@11+CGybO6yu+KeI@&jC_s2uCh=u&N_HtmZooXno{L=Jaek)bO za{c=L{rl}Vu6b&lvYn!TSY~ohkeV4Tv2hV7(5>O$sI4ZWw1Bi;rQ#QS{2fx6&s)t^ z^j+z3Rk@N+Lz0TEZXv-?SrNIlGt*yEbk5IY;WFvp&{(PH68^#%c)Vr5{dHYDeK6vk ztxMP{!};`fEkyhjHmPaLKE$I+CbO3?>VqwnWqKKaaqo);GiyLs!)G)7P!jd9B5w!a zB^Nl?sIBI&x;tH^m!nj5&6NgA`3+NI5Z~@T;R&g>iSbNarfCyEKhS`anr>inMQ_>7 z>#J`l;D3dV zAMOjmfl&@MSMB z2sD~W@Z5=HbXf zsx^^pBXl{KmZLn+L%!*;pUMz2@uQgqZS|xnRRJQsi=;g^zQs)nQH8t7bSlVzrKAE` z`1O@?Q;xiw&!}3QJ`fh0s|@b}gk#(K(W3QV=4r8AGx(E{JQR$C2k@*|5NdY%e8pdb zJcU6U5enFZPW6MO6nC}$q6vj~Y$M;nJ==4AFJoQAxhyxMB6doH{}htt^vm8x7Ng(f z&FG^6t2%X;PtGmm-nqV#`p#Up<}`JD1ghq+Hy+au&q>VEw@eOUdTD=uk=y%w%F$)c zPDx`bJhqRD(s7#2OWs)5Itk#6ZLh^vT-*3D*VsbWZn1k~A;q?s=t!&Tv{ zl&<718hC8=fY88(R*WB74>RQ16eu%Qf8iotf25vEV$!{fr%vqVmFD}cb-LAi*gr|s z0(2FUWsA(kS!D(=dUj{aQDSBe<-WzJ_)adc<&s18T!Zud{odg+CNz ziZ-=nYUNi34Moqb`vd*`l(S`O=>NQCQxG8#9S>;-;O%fomLC;1IIu4A zPif0X?HlWfssu2U>H_0T;^JwkD@~G`u^(y8W+;<9xvU`>~MU0W#pio zB!uT*Hk*r%`n42;x{PkV56d~k2?{4dPK2Vs06O+pVj||~ z@W^zqkk4MYqJjTkK=)je#pxt!h0c6w_&Mlo3o*>w%wmDK6}aCF9a8S_SPgk=nG0bF zlkYk)5eSohswi+)RU-YlNu(a^Q~*vU__*8~NXR%Eb3tf37N-7;fmB1GO$p*uM-4L%+9TFhB{6J3M0KmEHu;z%d17xW9^nE@=x1uG*EU9ZAf>T zBp&P)yGdPC^qqFTQN6Lop7t;8VM|lPpR}zwHMUba2~kN_nNee}3Et#fE=vE0e(JlM z+fD7!-Ks~h-ZE#OKNp%|-`@_?GY%QKGN7?7vo=()f5lz>#s&|y7dGKVt-=c75X!5v z%>z2h-?%i%9+4?C2^5X&=FwrhFP@{$<7|zriru32zdl`j1JxT^K(E{FYqfVK_Icd9 zDYo1&?;?o)lf#U+$?^fZSxGQQeCJ@;@go?Sq+koMK#s|L$)wZoJ2_J0PO@%`wMwL&3 z>2L*3kX(rQoVLFFuYXcA3~(YQoXQ!dYf4*4!y`h7`iy~igir?;^0;Jhlnk&GsWz~3=#o~S;L-wvEvB}1CYN`5 zhiUIsHO92A;SnZzXNPB%_dRk_W<05PmU$+WEL&Dy3=8oWm7STCzHkvwBT9aOK%-`! z1_eK00mtvNYgK;P9rS7zL5P38iG?CoLw8EesJzIDQQifw!WPvTW1G+1`@R3H-I@VK zgZJ-31EVJ_cbJ*79hXp_vF#4kr@R_uKRTGMv}sE+lbTnt<<;XL9xK6~pacewLr2Ou zNga9uDD{hW9*(O!al_s$?K>`iX4eq9)AvSTebhRh*6;709c*q|-2y&TfK4YNA&tI$ zug`GJ!}sKTj+vx8%DPtdEKPrb+-JN@C8rv-m7rp$Ea;0vB`CetuI&4+ZQ_x4MVc6M zrX5*rmLds!DYV z^go88t2sC70ZY%8Q6b7nl$}E}r(bwn-JEzc$N6*|HzU0fo$sy|j~!WQi8&PIhWFIL zP+6f79GJ27!uAA|un(Vq9HJZRSxmS92NVHu#>h;Z(F4U(Zu{11|UJ%2x?29XZ*L+|bs8WObv%VvkV zUr*kKx=d)XXa*owO}dO`EcG0q;9Ae=&K6H}N=&fpFzj(*BZAyCUF3;U3|7A>GYJ)K z3bkX|p2!AWKvaikw&u8@Vbl8GY4gN$9kM7kB1^puEmj);$JJLx zMb*7;qX;tAtfcZYSt@aSRtrLdUPRihI2BfgpZbWO99)BajMK>1xh5llrSie z&{fNNmAiBAa&*RTPjU2X=}&P+B|)&I3X^8KfY0w@_B*e&wf&bLfnq# zp{s?aUnpd_vuD##w?^EF9Dc>XdpWVKB))vF6mM&MXkbeHP~6uCjH3k1u%4wqkv%E9 zzWjK=!IGxgtX&FZ5ee7W28Ls~jIth?MyM()ffB=nO5k83C-7sY^^C9xND3$vO$Jd_ zr}}>U>~XK|?4W*%a)$7FXmeyj5RHeW?Ir8U!J5y)iEr%rAH0;^nqVr{a3M$RKXiIeJ+C&sF%KkNF8NcXD) zmo?jWC6a4~Sml%XpFWT5Li^#t`+HMO7V5u~)0|PF_qyp%f4r}G3YIqr>oW2=n=Js* zRdX*2P7S8Xg~ubX)k0elC&e zV^w4Vx6aSnGh~y?VsV}*N{7-!PZWk?p@p}ulyeQfXDc~r8eN$PLE+CUNCxUcz}7J+)(wZD+H~zO;RisH>6Yisq(HYOAnh z!LJV+wWpFB7#uWz9(X!}o7Hlk|CPdiw9K2Nvx=LW`>ZuJ@OIo7rlg`3QT>s2i#l(7 z@R(KRnU7G|xGXX+J3f>QKR<)_xB-2GaU8e%#whvgOu=>FSSVqn9dW(MBYH#U^GIfE zzF`kyP4u#KhCI+cS3Ns}Y;hLNe<<4vQ9w|jMPcM&V$4vHrGm7J5UZ}oq+qlJRH+I6 z;PJSzR^czAmCe?U#E+6z41y(?=<)PaW`f@_JYfsE%KlWX?ayKQ$toRfIAPK4+2eBA z6xPGQFL`K&-4HR(P%&co@aKM6RN1Oc7OrxT*iZBaE9JN%vXI5?ZAOwJO`2{uk(`no zH#AaS>B#&Gzchi;r?H$R=oM5VTLt|kwugrcKG}y;zVx@f*$FEzX+N+qLb!yI1{mmU z1?y@;@r;}$4%aRQ2mwp0A6L8c7=2Z_JVsx}e)q6;OL?S>zbIwWdllY$&#hyLr! zYhwfa*-C1Ds_-vgRBKDga_iu#x(;lg;l#bacoR-!%cGXKKoarsTvqa~Fn%&!MGTRP zpT-VLe>A#9(w#0}=*b)C=3DkG1f|~Z7nisGmW(=i>okEzqan&ovZFqQIq;`(+;2Ei zLUgp7VdtG=EiHzv;;CY-{2sk{H_%lps*g5_2Eu}sl|i@7;pcis`lk;3<15AWRc&i5 z!|>m@0NOBW$<6zl^_y|x2UXYR2+Tvl1Y(izme#M6{WJr44h!IQe=_Cjg3rOCF*+W* znAbrTx}W=Ph+plV`N#oX&Ob)g*#=o2=>a3-hl1eNhv<6v1g>!@H)2L*^Vz$xgK9#K zw3$Rut~#uI|K-D0WBG$1h0NyNmzAuXSiuXyqCnANv;ClxMzMyXWEi;t!!)X8U%1cL zAjrBK9rrtz^kLG;BKi@#7cE`3hO(-rbqQU;@m*a^sA$VV8EoGu%|v5{P@H)=#Yq`U z?e1pak{F}%7}sk#qmB0Okx3QTJ8#qTu56Lt8;zNoHkc}JA>UzYKado>ye{G&EnPAR zetB)Ty|#nxPbA%otW$F6n6pz*RibJ`xA5X0)2A4*Sle_$?D}T(d`47|OFereDf1@( zkfW{un#4Wj%0m23zTt}z1z&m$i$b|mLQPm^Ff|n>x!3*TlHwLO|Eha`0k&BK*M@-C zLEg@VzoVV2Uo`g?bN18LgK_)9lO(Js=8R%_4Mzf6Jh)Mm$;#5nL)ep=Le%+RlYaej zO7^`VuxO=XDPlwD$m^zVGUntZA)3JLF0AY42cNQM%VYh{>Sw3TeY#vkel5WAI%xp17o8qv<*dw498T&*H zRw7627M=HT?*LZC!}rd;+cO7fLfm06(f&7>*E!jwWc8KHg`;#xNQh6a1x~WIzds4c zx4HO@_cy6uOvz=ig&`(_-UK4TSP<7Y*`=w33}{A4OTh0N72(^;WzTJ~B!}TU^iE5S zucG${)(=;oMOMtdm`v3t9 znG-CN&oivTwgC{p2yBp`mqzTIlj!W=mq}J;n?_9^MH0?x`tK0aRfOwyI?~D~aVBx8 zd`~^+v{ihmHtRX_{#eirKwg=ojO@4XkcSenk+q`uB?&B-XI=P?d$s~#qhBdBQPuU_ zNA%Lh^a(LB>n)N_0)g%KX~X-BRYv}|>mB)a{h5-B&y_y}Zu<{`QB-H>S3!4oS0$N( zfJ(WZaJluuA>T!63q{qK=UwcoI08N7VvX?hM^N7%CQhI@e4T)bo-~Y&bX|hpso58b zZ?AoxR)o5eKyvC63M+~iJxEs30ehyql~D=a4~_ktNuNA;I{0bq(%+L;A^E zU=K>0@8=z^HG>u8fxuHZ;HOjgV=W-17m?P|1ot8=(*Mrxdc?FX8f3yKR$=+3!hm2N z9ASmw!Z|D9>ILrk{oDN7gN;w&?NbB;y_5m^{>YfUgH+>*bOEvQ9bQqM2{lHefz^G* zbz95JTN;GxXL@v+2NWj=0z+$OzHd3FH~8DwE>>FVWIy~ z7K(b4V0|46-{3CH`NP?JO-6-v=c?Yd8K|r(ON?w}%v!Z?8R#6U#bP)f;QA1r5K?lV zy&oQp?*p98DFElk1Yk?)Ii?RUG53kHzK;S?LkDd^y^#M3DZOuv&?Gs|m?Jktv2+YUX$o=2 z`-2=nWg?^Iz@72QX_6f81Gm$PRUG%U`eLvf;z!IfpkQDve}93PMCg`o<@LiL?TAql zC15U+NRGqo1Yy#jCA_uQMt_aA^u#+Z2MxLbyCYiSk=X-ESKA_!Xa zCr5(lR+2AImej!}Ar8f-z#BLb>IZjc*u4Z6U-odES1i{%`Bi8|?6AM%uRe8osj;`KrhafBn8$B7Xs?hC0L>Cs5?MAReycXE z;3PB{HUCsEZ;c$9nUn;$e>2u)-|Oz?rywa`pDEA*6o;(9!@=>TYn3W7T(*_CVQ=o(34;z++7?5n%3wRM}VwZ#?UL;}vs5=tMQ*gCUc zFhh7Ay-j!4b8hbAwsmv%Ztw#4tMNy1PHzg0K`D2mwTnAzyXVew3oc(mPqHmk0;1AU zP64U|7$rd6XDXv|^(T5B{Sjm-5I9+_M(omR0jmcMqg?$R&R< zfozLH%PJ>JbHq4(Z_b%4pg8;mfLd6#g2fEaFz<|RCw?WH`vO@0@_W&HdG+Lw1dg#* z9=V+svJyK>y}Xgb%4W~x!uIy8cklWVc7wkp@V(Y?Q5^g*9I2>@gsZi?wc@9hB~sF{ zXDP4%FJjugkSQ_K!cWk~1|fW;)2OA29RN9kUjjJ{-^hDu(?LEF4DOR@v|`@E#SrR7 zju{g`O)%yhSG{TydL}gz3sgKfpD+dEGbn&ys*$ct=&W;#f;{@Xc>kE|vUN(y^6~_> z@%S*6voq{jJD*{#@-}ji?Yx+q5zoa^4KZxJcWNn z)5huO7NJu*Jwy1qHru-WLL2J!jh_m+D~F~bp39d{moZBY*Fu%5-Y$EyO4knwn_T`i0LuQDB4A01m~+yvkR|5P`dM9Dp3}vsP|d%CwuIaqhyayu2BE zIWvx{rMEaAie8A5te1H?=zNWLMu>Fd3eRkBe;~Gjdvex5pMTKjiD(9SiwJ<|inC8Ep017p+yRj!Kf0d=;l~;m! z))8d3Oj3}pDN*PW03jHBrgyjuBAdm`OO^8w4=e*kCFBfb@!?mVWl&dp;(i*k zC|FhtKt9pRkBwdRnkEr*(B+dr-=T^PnK!yVZW~u3qoB}`NA_8+Ts2|vul^A)2j|AW zQC>pz!x3LE9*8MrkWBW{V8vQp((kQv*tA<~GgOCrTw3{JA$%N`Q$fevEl*he8Co&q z#y*{;WXv)9Y_Ak~jJ+d%MYQhFJl3nPhH<@g%uyuf0i}uMr-eBtM-C-d;#_W2D{XZc ztS~;5a4#9OLpOT1ET`klFH`sbf~p2G1Un~Cwpdqd2<>Z5Fh z9#F`7bf5vF%TWe9Sb@aAW+Kp>8-dH)s55zioK~Ob(4ww2EI`oG2^exAD=5Dc0<%7g zGr~2a{HVzUAuyA)w~y$J2ijRcWrj4`oNTy z6bTtZXQ!N~F!1_0J2mtSUtL)_kl7o6)8IwX{^K5e zR8ABimt*ct4x~=9Z6zRfRuE7}=>+4+8`H6HdjI;}Ng;C6Ltk$g_#ba(hv%^nL}YXgH=j!2?LyN9Bc@jra%3n{=2=uW8}ik4Z&j?i{bOFGL$lPZ z4Nvx{iAMOyEa}A3QoqV|!((}+lCpNhk@y3R{^xk_%38-Z?gi%tCgZz{{hQ0{tJQua zQ+sz$Z}H^NYPl}bQGl`KdroTCdZajScxk|?fR{cDaQx0mZOKHs9U`y2cWpu?{t*6Y z$sD#PLGyo*=UtXkg@A9nG7(SojSO7vj(=cx3(H)bf%fT%oU&TqrfHGKSnl5j6JFP5 z*!zvLUAH1sOo1=FvQ;T@O?2wZy6EU4>MW~4BIGy*0i!8cKGbCw(ZKvCPpp_dRC@Me z3WYz?_L>_Jnz<1wX{}i(2quv9m%Lu?CEiB4cT!puJ1qKEjncYlcPk3P`tMo~LUW)# zHaIpM&$U-;I3}?A&l&WT4TvEG>C(J8CSQklzscl3MO0&K{HM2ppi@}+b@*3Fu0^9T z*nMfWu{uXN!x^YRfn-v1OKRAQE8~GV-@PeDR7q2w4ph*I{h*YRF~vcO``@2M>R0}- zTP+E_2@G0~j#VMO-#Zx>JFEB6qA?jdZe;eu{&J*49r5`_5oHZW?X4}UehFoo@X{*{ zZEIlk^A^~+B1*N`Ui;Mij*h!#~ ziuJepsZO&Us#dU5X6iFS*_TEs>jMUnioJ-_r(U0p-Us~nftXL1US1sV;K4F~LDA96 zX}bLsAlpp$^t?;XCDlB0ukSSkT{fW;71SI^$(e|&jD4@EpzX0mM05Ky>{iSS*1|G1 zQAra$eTGnhI#QSQdruQjfPPu2mkh9TD=C6Sm~$+5(`NL=JQ-9ISmSjWSe0iIq=LD0 zr_#<>JbR{KRP^nI(0pu@$6`Bx0Vu4eVjzg(;hCYAdB-#}Ck+yEWQ1Fsy)l&TWlb4@ zHlCi*aX~iZom?~&Q9B(J7{pyKKds#qpOKV*uXk8x&3dcw`6@IbE++bR_heH>CNQV| z?X?f@B0;j!h^*k0`O}= z-4h|vNt?wLo}my_bom2bR<-|D+)cfAYiVRWudMW z?UKKj9afD*(A6OUMny1*z23>;h0pGO6Ksum8v>=7`4+0nC(gC}*>`ZVUa7xu%$d>R zR9tLXP^1O?W^XKDm{&iCy5sK#M~Ld!yNM@=N@AyTptZ4!1o`?>jF!BfeIjc!Th1bw`g(T>pqmEKWaRMwWXeYdvmz@pV|ftk%k2&}X(y(x3wI;S@kT8QeJLMf zb4wFmB+5LS@}7t@e{YVB8(t9!A;6K=WWb7vR`vI!;@Gi%!A82{^66^=ziwTFt!Z)? zG(XrZzbQCxkCAV#aD$sfCn8MqvxMm9j;9D6SAvG$I_spzTr_=ix1@4;2&)UpEjTE8 zCE`Ae>wKk({Y7{h&hAHUT;UU(&81G2=|F$6^|HvVAGdnB{+|HJN9m%}#pSPf=9IcD z=diCr%uLBmYNHF?KHLF?OK;TGk+RKFaHf706cOUhGyBPBr6_WZ^-fej(tqw|Vvonl zSlfq)-)9#`fQtBBe$|$@oo;XkI&q?gS%_{9y{3Blu1=;dkN>5cScILad~K+jNtoKt z{#<$^oc%cmyt_L=U8aMSt)GB&8<4tIb>fkLzY8Tzo=dN?I0a)8zCkH-`p}*!+djGy zmkA1#r8xSg5LB5MsKUFdq74CXu)ZT|BG4|+{Zw6w{hbV*`$r1CTzq!GR|Np8+$R7v z|2Dt>ox5qE0yVW2`f52h?9J7Z^jJWZ^hq1xO@M$Qd>t^aZM3%t1i?{8rb+4-&<=yq_cGn3kVVOqTCre5!g=60^k2p&QLf6?NBHBM{;qDYqN>a=4 za1t=>z2;)2*~9-9@lO>AVW$+p&_+tIjUaC)So6-%C=9x9b0 zlY-trZLAkd?|{9#(}!7L)iqaF$8g>SX0peO5=MoCYqH$ z6dX}<%weISwjTYu0zeUXgU6Q_--h(DCVLuA{>bm~(fDdw_q~U>h+C(wVVX3plx|~U zDUPFi146ALTvYL8iDv&7@ZT^0R4ouPQn!D4SK3@>5aQ*ECl_=N?eA+O9zX@Mw8)I~ z#%jWbVjJ3oQ_39VS|jOcT(aqfXb3BX`CNX!{r%YJ{ILx*I&BS4`1E>j^&HmXj4ulw zs`*3=IUQcxJKoT>d^7t4cJLeM&fX zm!a#M0G-EquR}5(g|%W@TlcO03xtnb;;7p|vOZoq6U;zlyl@ZMv) z%1Apt%Z!YsAiA@K+<-RStbYOq&f=$5w-%{0-vM_nvM9>ZP0w8E79lhDN^EYQ9FT1w z%$Q}Uvx_`=mB=G`ts_{{M|9D$-g9hye|2;ZRrkK5(#w04%2>KMeYk!dXk{17y`_77 zM9=n~#_LZ87GW(z@2OkzvEknD5E$=|ONL(C@u>E*(w8o}_BvE8%bI%BsAI6>&nHvMZ0$NAnLJsk>BTQ z2;aHF(M&_op&KCzWPm`3Ns2$jf7F0XNEFd}sSLk55^I3ibo>fR4<#HaAuzAI|FJjT zm(*5d&cp^p23%%|_tAG#r^ly>8vWcV+A0m~Q~;2n!VfZTbE4}YT3v8zU9attnab%D zz?%W%#);5MdPOX5gAf%i3v4w9Ms*ouFHnl#;*|OIvR!$CV&& zEK{C3u#@Hcr<~8>3icy&l;6*ywkGLOyMxs0$BFrKqid>a9U{gjhX0& zjJJZd6Pd0d5i2%RG0!|kd#0!HCmUJmZM}5H=YR2O5{?)?LNtbz{in2lj#g#P+%4re z?MnH|?#kU=lb>0+wkr~f>;3R&ajj2pg~O@QPxspCV|@jWoAFU_(Pf!PcI65>Prg z&%&q5NBq(0F0(0i`tf1D`*CV2MHF^lKdj}mJ5`%~Ty63hv%?_FIR-~=n-sb56up{I zpB}faRBJSEMv+^ox1}p@xO}EmpM0TMW$}mIn@zvq$P&bT1T%6o+Voy@8@h|xrc0j{ zIvvCSWLZYxVGbN4C-zM2yE~2KGo0ctJD;PNXijJ8)iCSo0ck391ipwwJ&p#qO9kmU zTb5f63aP+qzR{PR_ER_=3Zy~fCSN^8FqsAGe+_c0`VMMY^^{U}+R$4AyM1_-Ogy6f z)-QhuUCkuWxaSNNQ=2)e*~g=Jm5+TZbjU+QlWn{%{@;)j1U4-$g-%7<@cVmljXz31 zPd*ff95;;g;Llpts}sp4+g0N2WOI=r=ef$bjdBe0ISt;Yd8ZhP;|+pTGT@yWMtH z4yWatPQO*AJ$%1fHu-83*GF+rrmb26`-63_yxq({LqczS(x`}X8YaY>8e9?Q~tx6QuxcohQFfL~|_8sSxz zPbv=6?~cS>Jh^Lw+tel4)O3Ce8$YpMesL$fzjKRN*oIJSIQ2dKtT;Q{bjX5lPlMc} zR>0?K&z`DNAn&`PGyP6g>L|((tqQJ?zYP^e>Fa!6DNK-LicR$pK)RgEwXJPROCG2Az6cI08LB~BYC3zde?$+k zOGRV<0bmePB-Clkbrb=(X`?~Xquh#j(niPuRGl$_o{kz~cbt?wB+qO`ZRR7I<$~=- z%WBp|%|;j39`G9;cnb`iu)J9o{o5@reLIT_01gvVv+gLw9h$o2kbFw#v}1NeVF zmeDkrpaS^MhN9Gk@#FTB7sX<}wK1I-}JAL-&CNU#9b73~I)AEg2 zzS(1RQsUp9ImSLE&4G`3YH>>VDmwx#e-C#)*J8N(zlT&|eHFlIX~UY)q-k?3Q-OL)5Jx9%S2CZ7Dn?)Fex zjtP^63#%$VXHVq%jAa@p{l;%^=f`Hrl`z|7bHa|sq_(oQ_m89-;RUUk@srFb@60D! zBqEIEs9~*xp)E(&10*MVga(%QM2fXY^kh3KD6CkU*C+kdiD31DaDoY(rwHqNo4)6q zT+c_9K4b9XI|(a+#rHyFyU=O)7s^`ZJFX=(lZEIaP(?91%zER6qS>@ry*cir^d9;lR~*L)j? zkWnN%OG`0Nmxk+F%eGa7qc>@5btdp;yv(p3u5BB}!TOqxS>}E_jN)#ZpEX?qJ5ePC zoyE$#t0s!_FcI$wt{SC1aej%xPgT4)4QpY5%Dzy~PLFmSAYU_FGLf?ffhirP-4ijzAkw@MzG6Kolmq7R$L&r8yi&7kg`s);zvrF}Z|sP{?{zg3~=oNZE{iWISU>5hZdv0LholpV2Q3gSO-h`6>uX@qntv}x+%z-zT zKBrKZQm2qPRcLJFH?mR#$uLcWNwE(kRjOJUHTSa)4>`9QI`_TQ*CSQnm{*3mb4c0_YuXZ5N272! z3n?eMs~@}RwB;ka-MROLJ zp<4MGKWgje&&m+?`^)DK$4l>>u1ww}ewQ0oCAu8P#Jua?d7p0?TKY7yk-`nmy&>n^ zNwp2MSo1~jOSU}mF13=}Ho^JAlhbYn>_euWL-s1QnPV*yuHFkt4Tny_;0XYDZ}4KRIu49j4_fk&mSMtm*e0-K zv{mR)G8yw5?~{u{$ycl>oA;Co;MKBpHjD~e9h^1=f2}{E_=iq)9%L9jEh}aoGP`$N z@=e+(t5aT-+q7HRkB7L^FyIbRM(1_QCOAVke5$`uW`pti<6_7%(gbc7)14ZNCo=bM z5m;X*4_!)ji(MPZJ!A*nD&;DWZI7r`l%H`gDmOv+WDVR7j zodDYfT=R)YChEl_NmQMqo!F{^?2D51#%RiGApv^a{OR<*g~1~9=r;{{bp`sj2kO7? zu6=C-fhuTCS6DWRwBF#K9xvs_#-cqS-FhkiU#TcH8igIac-7a_!jvM1hf2%K^(QBX zFLi}YK^oT?DOXP&;i zY@VGAX51}&V0hd=%Y}IYbAf;H86)es+K6=-`ZK~ze5Fsqi6|O)y}YT^KF74!Wy=im z-Tqaw&6+SBOm-d#a==qQeugDrpd5+pw=j^hw~r_-fo2L-sumYNnPWX^Wh=3PfPQTl zr88#elPsxPK#8{@X=9*B>-D~OwY{Dqbjl2|-ZEBM%aQ{wp50#itp2Abe=a86OMR`Z zC1F|Ng)OZ}nrkEJ@h%4mtkimQ^X{6t(SptDA2g?f*2C4+sM04dD0ro|SnBm_{IoRG znb8AAd~3aAZQP+cNX@gvXc>t<8tO9W76;7CYDppDi*}}OmFw-<5TvvY3+X(l zW2b+_0tYxd23BtRiZwOi^JB1~jzmHKcM^=WL>gpuBx~=N6u^{{K$O5--YV4^D3zD< ziBMU&(b2=RfLvn~|6hN%K@n`HI9F{}2?zw?TnWQ2*O#C?8S^QLaDjxOmuKgaGB3)? zDbR>f7+I~DxMWS;!LcAlr~-V#Zps{p&~7P=t?`vMPuB zm3BddsQzc%Bflh~atXDRk;12u2yGnGUq}z8eTLNmb!xA5AsJN%;K5T6r_FMFs6DEf zBo*8pa4b|Us(oCZW}j}?2#SZxQC$VJ(%L=9qj2f0XfBTE70oDGIlm73Ay(z;U09im zDfvJBM}&qJP^)e5k|D@mRb>}bO-_vhwnJy-<>bUXX;H}KkewLWsGjmVLSJHUmcQ2^ zdqb9sj;nS(^!5k$mdIUwt3!Tn?g`;8mw+gsmp1;eJJ?=p&kR!chFW}MA?Fyg^O+q^ zr3%A9F)m~{wPUe6lI`EjHC>sONHAKZT)i#s*KBOje>jkSB!DC6+=ri;7Kr{#(8#R6 zW#-6WY%rnoBdGiQTX-j#qe5$ey!er-VG9^Ejht?!UXrg#E8oWJPA}5(+IJLvKkGP| z?N_jTsn?S-LTwX6U-={df(ukEb2`p~H0g}P#DW)beyI81hTrP9@};Yw8SYr%z`wrf zY5Kw;r`K$l5^13q7DTTvsBO9{NB>pblvK7i$zmjhNh^3c#qa);%Dtxb#dcuZ`I7!o zJBXE5aX2ER{O(c(lho^2*RfJn4vt$dyqxp4x2~UsJ%Zt&Ia*??iOQSHJr8f3R2Zke zTw!p`zqCpUfcLJHzQVWrpXo29am+wpR6+``>}wPpvanfvqwQ>Jlpc}hPeU+559|#5 zu4jiMLHc|6(?&Vu7AACH>!H^W%8-dQ_h5Zj-=^NRHm+cFU9Qcjq|Ngm*K8eSHjIV9}&h#!GXm-3*e?@h$F-SRU1)5IS6~yU>uTNi3?LN{+ooEs|RO z14!SCb|N|T2}bY%qJ9+#yvvU#HlKDC@cMmF;Ls{1KrZ5Tkcoj7`EYBk6jtMizjsIu zna{9pCHU86$p08E2nL*IBF*5X)@6_xWorW0z@Mvv-Q7vi*|o!>N`r52%(SJ|WfgRS zS@f}@XcM(cNa@VX)KM44K z#$tva$iDE3bU)QI!ZHBcs-j6SwPDLJJ_{kk4)@Zvc) zjEfaFQzl8y^$WhdAThpCU}#L-#eQihty})av&U;AIEQgsG2wxEx*e0p69I(a7c}O| z&EE`m*rrj-1WUw+`a>7Vv+C7`{cc3%oO0Ygn_JN|Tb$yn6LI%H%9(IKwJ{|ZO(JpC zlLg+*iupS}Y+~;9|5V5pzFQZ@F^w@(tA_j;p*r_7t{GOfn0r3icSZ#iEHpH_&Ahy1 zlcH!o5GqmTM%4YCrdF{r1B~;FiNV$^*e_ib)+1kWZxET@yVK`poCc(D)`K&VO&xKJ zRPjEw-3@)-gwT)v!~mLp2o-5pnf?}b)F)7&d^5l1oiClR*kKin&d8Na4Bq2dgRnZR z-fasdr99!suL1<#G=j1deyz?d3IZBeIdFc3|F*Pi_TDU!XR*4ij%MA~&r^2>miJtu z9R57f++3&6PNvP?I5+I{2Jo0eID*!Bvu)lju4qVjcXx|j_QeIB{&YgarpP_9a6IXn zxDY!_1UNTca^3{yyc<>d;KId>`6ST@RWHuO>x;7EQpUsPe&bjG#z>kvT;A6l&d5e^ zgOC4#Sqqbm@-MjtfjQc2H17}?f|aU}!cE+iV^6;~TH}rQ=zr+UUvvVV`lD_ECf7)S zO4=xhY+GpN8F2%v&@O6KgSYH#AMCx=I6o^5_`e!33-ehWPV?+)D^epsA`jTtCo%IU zRZ(vGa@1o=xqPcyp4w|WA0^d#9Xx8mnquE))?yX>Jh9(c?6UhV?%~tY$P8}OU281_ zR|Orutf&-Ap=wdYrjt2wVJm@Fc`)XD*KF3l-B`*vuCQ7iz zNKtRJm{8dCcegPUY5-ahfq}+%7I^`9&yMklH`6?^;aU$y{J1YU@_qL6mcb$GfZgtZ zrHLcAZ@0|6-~x9T5BYuI3qgkyJOrG4_sI)Em!hM&@~Hwbjb_5^{~CD&9j(2@hmjI> zM%w3#lq5N#libogM$7rZt1i-sG~5m;l#F<8;G}4@PhTeXE!1BylBUazr{g@d934Hx zvFbYo*xy|rHczuU2nm|Ax&8uwn#90p2 zhoa};p*>wgX?ltux2VkX#z)xE)>~8b>Sz3Yt1qqE>gl3p^xsY0fts%a=r3kdp3snd9IATycV=f9^tZ{7%#m8#vv9clhm@f37x543yQ; z{~t`EETPK9!t6<&I1}D=&*?x^k;5rRBfq0Ye}TjzzT4Jvrp1aHo(m&u{sSR(bmIiG z1!L=HZgQc^O=~0Hv#TAJsKxzeAKz)mqGVZhA{p-f*yt9fFfzDDy$+{8%b+$JW?n*2 zFPQMsCEgX(0mfz6Fpad%HK$)PfAb^KBNu-%g}(NEgE4;Mr{Vw22>Phm2{K{8L*?O0 z&=7p}y86@4tzVR;jX<)6-`Wo{u*tAIC-;!0^>1a2UEp+jbEeJ$R(Z5idg_5HT0qIx zMS;x5_GP(;x@*WiTkYU8;?sHCDXp&0Yv#)v%4-S-UpTX%!*6#>KWLc?Mi_V^-ho>L zQ(t%d-Fyhcx~&o=gB%s&{#7d5C!dlnm6*o(2R7kJL-P817;;%(e_i3rQ?&=2I75IJ!gXEc<)Oy=(my;h3Lv;drKy@BwiGgjzEXp zKkFJW;LQDkr=FV1?8HwgHs)Q23;lh}kCvt6I1~Gv%@(36Qzx-eFqkQoC04rH%@?y9VC3&f z(Ct4gTX}WCYT&{PupehdHE_7}6lvfBCj3KDl0^{_{76ru6GSVG zIr70-A^n3`z2$R538UN<2{!9KqH_K*R;>3)eA55ZIY!W71hr;MeJRvQk_;1-mh1)& zdQogSaiZav7R0XFk|DHW18Of}pNLxv%>WU}r=wY_4Q;HrdL_J(RoG&{p++@3)TuO* zi#+w{(i@SCy86PZGxN?9^j?=@v_*if%L9LM)9Wg&soc@1c?rsk>!R`m@GR>r6V=SQfdN1}OB76%X7u>yT1x$@V`+ZwybwVVCa z!`Ch=SNYmobq<2MW9h#o?o6>Bw?+pOGzr$hQPRKcU*l-_F3y+vdWFRh)e3W5F`eJ! z+9~~aS4$CE!Yu^%kb622zVr9U>gbKu;TX+&x2eShv6uA4k6pL>F&1&YupM>Oey=Yy zYMhg5>(>%^F8ogx?IV5!%#4%K?^_^xmEZm0!bzXE{_-ng(w9kJsZ2jedF~#|a+-20 z=(6?J>56aoyo{N$-N;t8=w-r^ho0G`kFIzrp+(8nd_Ja(L_Cayc@+A0=76 zW=mEiL2H#u#s4cZZ^Fx^ISzE?_;@VN<40fyQ*^%YMdg|O{7v7pi8gc7*)WC*jJcvi zW*-S!y2m|d0ibVi!smVl+o3Cdi4;ub&*Sb4?{K?sjyQN-BgIlyKZr6dV;1nXN{5BZ zU-iGJAkyL-{e4Yeu4^O1iFXbh9#iyw--`FjK(oi_-2!n{(iTc8Zh07Ay#XaogCxQ5UDu9F^hArPt}u9n}o$>0oc8*&_TX>S8v(m;XDiCfBC4+mo&j(AL(Z)p+pfF z8lr(ZN~Kh@fMSMbzT~3T=x1EzNXw0n&&4|mU(;2+8OV&C31ywtYo(eah#hga{&{)I zxd@>HQc&zFT3+ePWO#R8k3p zeovuva&fWVBrOiu@%ckzmdHH~+nIbkE9*lxTIK^~C{9)Okm{Z4UvJ$a~J zu)C_l9lIV5eKGrrGoqS`iWqb1{u6oSzl(*ytkX&zJV*dWKvWY|aRs7Ctkze)t3L#A z$v>0scqO?pqH~o7?dz#6*N|B;;9453;aN43K=uJu6eGnMl2mz`A; zx~PKk-`haidxDtfIsCm@Dc-c4CG|tp57WqMA-*0^057?U$Gabi$zEn%Xw$20UeSFy za1VA=pM)-_)?2BSH5KZt@%?3jQ`36JrjJE`r}#K)GU1`tc)U-Ef#`9((yDadRG%GXxP4dXMwd3bzh!+j$)+a==K>MxP92a{$qIUL!0+tJve3pYG-|1;f~o)a2J;;2?|#d%ao zs%b;~ZSYnfi8|coEoS@lHI4OI9k${-d)I5JrC+nek3u{w`uTZ1?zAWFbs`PDRhG(5 ziVE;*NxM*@r{h;g)OB$aNHEokvagdfXCMY)@w^0BS<(N*qJceO_f5IFgdhX+?=M2Z zwp8LXfPg9exQE6M?^%X)3L_H&UM6;_Ct_T@kO1T#k3oELr=N9JA@p1($fKf7EdEM) ze(gZf1FDzvWH^?8!uyY1WfADKD|k0#5%Isx^Y`iqvJAbTz(6XL>sZ=eLPhVLB2fzh ze~NquDJJ~8KZC!YLWa=ryyk4qr1rdlh5d+M;M3*LczU4yivH{MhZgyCtdOfiv86@(Mv@vq%kp_}wQjcUX!Ptj_G4o%DT znoUNN{Tqn%?;Q%PB*fg&=YIpQZob1>bhn#53Ss>jVZ;0Ga64Y2d6~@_^9I zfqJQUrklrf#_y+5PXnI)eRs2i0Eyv)e}bV6Ft$P46H0woy)om#uu83lFK_- zP>&>H+y&(o-~8nlwwyVMTVIWGQeg(<>ZAYP4I>t(x*Z-(iz%TXPiI|^h|mCu;EKDS z(`H>=8>cql%?D@P9*=x+S`wa$N?z76{gXbn@tpwM1a; zC#^;L+zjg{0Tx;t7>0vg`qi=a#R}HYJJ7R_APs2FNG0PN&Pe4Z|W&8(rMs)%2DY zYKp)K35gL`#@4!c!j_Dbgk0CMZGrAe8ygQ5{s*R7=-IdwpqbZ0Tj0;ie|aK%1uqh z$=Aa+yZF$hwsq{C7whpV;u^rG=Q6tsX!}=p-8Mvj(f@EFp*i!Ut<_9jou+Jf!e?R| zX^ne2K+OQh2F;ne^nGwpJ>Qw|u#Dkd)}AKPwF^0aFLl=*NIKwE8?DC~C$c`RPvw{I zocQGkG>w+gtv1%p%Ts9BBF(`|AM7COWM{I@jPI-Tx5D^Lsk`2o8M0P6cSNDykPZGT_ZZgv7$M9_8mWA0t zi3mO4Sz`$1R&dkZ)NSg~oPgtz&>&wa;UaqWC|?(&D|8?Gl;OI`Sai)~Ij7BXvt9D%`f|rHMcr;_EgR zVjO`JMn^mWNfz*#a3a1p-ZES7`WUglS!CYn5BfxWSG0^0n9-2pJ=~*D-}ZW&DQ?}E z6h>ktvMF-c`|>vYz3Y3H9I5nzYIW?|yQTo{gT+g&1T^Rw2O8wa(Qq_IF5~C2_aplD zgwF}G3VHz46AYRbx!?>OUM@{4FD)atmm+&dZO*9eCJ@L-rut9rv3vPqR(TX!C>|l=-gCP^$ZIxBGs+Waw`dsKnaZpSZ*+vAjG&Gi4)8dW!G; zYdGdX#h(*+dHE4J^?Ohp`ET-1UVy2NIq=l5$Zy}oPAVgi+T%uk{_KL-lX*qLsKH#p zM?HX~v+nk?2{iae$lnN-KV2vG=BRoit{tw`s@FB8r$RF@&)Cpu6MNu$WCKrTUVB4V zt?J$Yh4Ldg4Ktnu3^BOVVR7$)bp$d=PDbPE_eZQw%>&n_;BG5-qrlfN1_-hSBb4TL zk*$TD~j0ECE`du1{oU+^?>B*7RAvA>;R-gP>d?d9O$;2Yr~XbE%}0gj6uyC&ao%qwl5-){LMl}+GQ@tlPD{jT_<4!1F=G3LGC zX$?&<2-UW>mV-G)<+*o1Uuo#wbw8SAuzr0I6p{p_UgF<+ptJwO%F0=u?tq*SsP@GH z{(QGN2Iq>;%8`h{-b()NhpZyedpJM=+IXb1%7dvU|79 zg9*GHbSjw`1OrVR@#`{;qeVk9{1d-2Ua!KqmFn9<&CLO;=otz_UT|wV1rzw4)MYhO zr0l!3lh7G`=TefvWhO3k!FmwXxr$^hRh*ddg}4A>H}>&Hvt-aMI5@nb(E&_ncL*p6%(oGMySsfk_tL zr0Xf!94QScIl1{|BK8D*BmqXeHF{i~gF5+h63s$-_pY1s)#Os`2SY_;oaYLw$SZ5p z{8RF;@BEw(4rc&=&#M$pe&@F9k3hNyF4SCA*|xJ3vRN6Px*xP4XbKhs&I=~wB@(=c%Ec$=aY3-iIjC&EWds_@ECVU z3|=V5z+IoDC_(&JrUiIJ#sH_*Jg@y<{rx2S(hF6N{+r{C{$lU`yy>zZOFuHo?aoWj z?3xnI1cc@;E`c%y?t0d5m{p1%-w>g|&Af^2Ue&;Z3VqW>wQaAg9Pr%*Tajg5Itft- zM(`q`S`D%h*PVtN!Fc|iZwLY^+U5MZNn+C^qiiuNB0p{FK8tcW|C2-tYaL)PJOknE zs^E`NpW50dQnEn9KUZ(wu$F37e{igXdwa1PbPZW3%7$#1e|)(*mGlojg?K)xJ^+*0 zxL6K8y2ICF2wav1eS8FmH*_I}K{DVHo=ej~2QJgc&@S%-=X?zOBPO7kNHr6(=EvAz zc?&maSj8*KX`CuDS}M&Sy5X%f_NmCX0$tMFc?7X=CjIa;BjUNL{!OM zuI!pj-s2f^`C4^4{D!UUhs9lG%Q#}(>sLf9#a9A-+|X#`tY?lf3p~I(;Em9-wn}d) zZn-x|zh>&fRX9L+PKuAc#c`Eu0P^9?`1l#Xe5dx!L>67G3}&gsceb{+_Rm6&&b*pk zyAKjuY=e`Y-=EdmOzsZ-hMwsTJQ3{vOVX`5llUrK^~M81Dctgh=}uPu%KX{%3hbOw z_AV*zM%83KdWG2AyMk@=v= z9Aaph7942nIO#`)8_a@@fu6oZ)vnY`B0YCKQ|mpFs3$zpg@wvI)n zgpnmHuiDQ9CWVO$Gr+C4DVht~$>Zyg^F8?;S@b%wD-@B=qhT8TS3cG8nI*vk$kn_k zq($_dj z2ZAp2fqPAG}D8xnb&=;w&EL_noc)X9|}J>LTzI&p^}GflTtw42m_C| zuZ%k;s?#J3HZ6kOy9KYO*S}wRMqcf zn>c&uIL9^R)QC@0s?(p9Gol@ zRmRt*lE)j$ZwBf|%HnJ#Y76>}S#wG+^$Q9T`Q&=W1wi!yddW2369EKo3cXxc(rFk7`5c_JVWIA&ELC@DTY}dR!f_0wR|P7(FWSc0|KH3@6J1X zCV44Zgcm{U9hj>k7WB^YYYZlNYB?QY7~B@2N3o!WerxMADs}kBU5@D5GN#E3E4szR z476ViPr3$3i8=+E%`MG$d!tQ{{LWa6+)!u8wE1b`&E;K4H=GH(!on;j0ksJf5p(UV z7Jm0G7lyE{Fc8vZSLK!caD5A>g}8OO=0l)kD(-rp-Ce#ck4)qD?*&t!1{%tZxP(9t z9Uprhir-lC{UgctKWz*;_P|YyCgk{06-w6RqKIscz>u^tTY6^ZF5k-pro=@YN+@($ zLG464AzvYy_g7nIPZ*)`3Pn1+0e5lJ&ds946}beycX9PaSV(Bn6!atE@$PEZ0T@2- zgZ(ASvx2!(r3tO;-ja^A7v1T$onYV1jG@fS+v+gs%E{@@BBSP4yf*2!s&!f;jO5xN zkZ4m=YiXP*RheR#ob7+!iShLuC|@7>cT4`h`g5Y^LR@^bclav3yp3LsGug1qMd_0> zwb|qB9{=R}3oc-hXBuqBK;6g9kQU>DKZN)1RqNYicHR}C#J#eKBl380lXR?KsNh}?&%k$&FdqtlTO-#S-k+A!*IQ!;R-FAl$n>=yfNw5j=#DXPyOv4%qd?@k%w z^z_C)HOz#LL0v>H2Q*YD;J%Z@L#0?;R4MWsBYXre!ajtt&_q2^s10rp zRQcK|FO0(;_tYxS36lKEZE^3K+&>;-naazQdF!?ItJE>A-W3KaQO`a93AvhpR2GW| zHfH_pD?{tz2Hv1_Zj9sW=M%IvhqmTXtc`Kmh#UW2S+ zpyXF0;6nz935W~kRQ^5ptX7}S*N3=K!fb!M+ZG-IAdV8D_WMUUd5~w1m)zCoMdeFp zkFODxL67HFuJ}Bn!D^jQ>8XH98u42S-IUfGp#a&syYd+=ko{k0J!1?ll zqmfd{+aXm&6_=jU+$-|>M2Kc+ z_0q|rM)w7p7t2+3WndCzyu0_dbwxk@!aiJHd$*@@KP?)``;1w?$!&&c z-1nrX)0t;Y?>t`~AQ_Mm0VC`u#KtEBbW3dy0$>yFp%CnX*BbWgkdyPy-t6JGpV%Q| z$lLRS^d{HIgnY6|Ki4RDe7{m8acYBW+}8gL6Ib6pi+zGLZwBMaY}Kf$z&9JeQQD@~ z*R~S(O;vzL;*q&=uH)3^e!p$AfYvHLr;TMj(@!yBQB(5JvLq( z0m0VMGGJ8OMqAzXW;seUq@<;!I^y>p-SYND`2UxcQYqx`5=i~~a_b^===+O#@53$M z2k~OYK*Mh^69}^j*i`f#(`}a(^aK;A3lV+D`{KLr_FLGffSbUECZ^hJ5=8)zBMsbdNJG^}-b8Erhl zzx5#bYr}qisxzZGj#`+20~cKCeYcy7gnkGt)U;4gP#CefdTG09-Rk39FwX&|9JkI- zHMz_#Ra1!uz^9jX+1I!6__hJKd3YYCtbFtPV2jQS1+p$r68p=^*}Dq4nHj9+#Eu+n zUq54TmXH_=*n(1r`;U94n9d>>nSjky8elYXP=_s55OT^%r`#4eeoU7AMZi4)d+ilA zQnV{S3w>oS0iyMo6*~iO-jP{J!^lTz(IPkjph?rXL74GKk6d0IN?!1RAzh(Q9u>4r zH;q)9p2EVQFx!=!KA83V{9NpE++HTNLRA+t?xP+0(nAl(^RR|uhwWuAMl`C016zdU zNhh4HnZ(*Vc3OFC?I!og?(RkV&SJhKR)UEZ9+xjU&qL}lVA0SG4U+|QaCif7Jt7L! zbxAG?`8NxXHaY-MXVqlUk1_vEyYDfUoWSehnLImv_r1d?2-V3^jEpg4n|8jPES}{U zU$c-?%>BHncVH{P#y-NtR%raZlX(o3C1PyKOLWTs_FKJo1z4-Q)8g~U7UbedW*PP#4(TO25ox z0t_sQ-M{oU&0(J1nl&bxj0FJ8%pCf!t9us$UDvsES~Iqo6=$E7PRahG=hkhyx^Jep z<(qNCc@QBhFd<*->iE6(HFYZjBA$UXmNYr7W$0e(3GnxFQ)N4mCU7m33e4DDuaRPj zaK}7Agxj3<{6>zddb&tE4HA>oFx;%JuQGV6UO+3DhNvhveBV1h1~_kdp@4M}j@i`c zQ?0TeSX5#6dY-E*zp0$Wo#&s3_%mT1IEeB(ky#i&YDt-NM;LeHJ%|BWYI0dyt@DBz z1}@p0RhP+&xHA{bEyL{+_vhc z!o{Imv9tx(Ua(jfxD;?OckRJ|;D{F|RlYAH{rO>PN!rU!3xnXkuWStF?vjsjMz?k^ z>*(rT>`qldd2_H zc!XX*+Ga1+klJi3)40z~gfNl0(17rg0lb(Ba-K1FE-SV!83(1S1MD2K<1`GDlcT5a zCL?n%ThxTyARc2paCiSLfc|oA?^ddPGVXnG3hIPmL$;7dYl^Rp4`8dgYQZ*SWN8L< z2IMPW4X#l+w{(eev8Aw(P5RLHlw5tbf0IG6c3ecA&vbXvZdp!_0b+tCo-}sgsRm6g zm}>Vq$c3HZl-27JpASU5=OKGz_HFS%7mvt^dRIa2PnFFnhV`{cma$R7ftHN-C( zntGjUI>Eu0lPd*au~5n0l+9dh2N3?tlLFM&gyS>*GhDEU*FyZP6Y~~e_2gwjMQgf5 zoiDRu)*iLz=E?fN4i;QGe-llf8xy5Ju)Yd*o(F|^Um7=?LmnlHLB(tI5*Gt1N7bH@ z4rWvJ^Qm7$_Tt&fp6RtUwbpN4-sw-hq41o4)0TfQ@rLuMG>@L8pv3YH{(^S+ufb#O zUglr<985I~C26klRauKu1U7U}))oGVJ(k3_FL`cPFU`x#2_D$cKt($(Z{@FY>k~lI zPf+3o!6x&9fPGiD+SUXSb|t^_oCvY%w%)e=3Sp8%(Z8Bb2}NphFv#GLePsYpC};JG z-o}m<3c!%Wctzm)apq*iHD%UZGa+3G`#H09O3BZ|HeYoV0#yTH_qv;xP4pRwT@dv9 zs~4rzGtbchnLRv$HB^J&aZ^@%^8r_y@-K+FELHQIF>o=|k~`JKJW0udk5_mZUn{G0 zVI4b-%WE7nZQ=7fcORUvp?BYGnuE&Frt5Mfjqr2v>E@+o@Wt zg%%LxNx9|)p8ndy zrQIvSl~4cjQr}(z92IcO(ekp}uT*H2Zwq*$6^>(+8P8<-t(@;X7a#J%&Ynt!{3bV= zuLiAdrHAmCRMgZ!Mq$x3#DNzZUz9odzc^j*P7~7EvdUH|5k(t~X7)g(=TW;pRo{?t z`GJ~o6+Np=%{tULz9ejpm5BF`>Na5-n^O>sOH1BBBfGAr)s2OniuMyH)$I2@A8C$u zxot!P&lA9XsgFkuDmF#hXoLp4EYo<*PHw#PLETO`2>QHHU+)Sp;wYb^nQ%^;f*BTS zzA-C6jeU?_1!mjAM_}ux4W&ue&pI}<=a7kt1(v#YCqbzg#oU$9JurOT6DG;h>~h9> zGb7E`5PNzmNiwzmFJ08Un>|H6G_b(u!~uZSM?!L`gH1`z*PAr9aNJiDxY=Rn?KW-J zUCKGmxfD(LokwN9Mo+-YaRBA;@`eCFf^<{$E86Lx_${bAHsc~;wZwhrc(>}N{)doY@Vh^4EM3Ti(5#x#>D}F9CItP# zYU>Q=1K%uV(p8;FK6ui95H5cl^#Vw~NFCLh?Ujh-TQ0fy&NKr#aw8t}MwUD&xcDdT z_qZmP`be6xFE^}?hKPUcSBu`?YPD%?@O~qFHY^urNtf9W2>4cKeF5<T^tE z4B&#ePnBSi1$s$0!&aV^c_`%Sy=0_%-|n%%xx<4k(u?(@R8QY|^7uCwm7 z1|>{c>rf>$I#@`gWNLVOM?Q-vzV+bAN$zWl$6%#Tk6_);08sm%2np35U=5a5?ITfr z)>`ZO!(Z3TfloJ2-M6$YYBi$*Q7-kU$0JhcG%P#s>N&u=2U%SyEVwNGZFJOsQCpb> zW|lSx~^AmWv#@Crl zdJax1phM7b5sB5Z(zwoS=vTn-F*kEg4li)A%JZ)9ES;lNo&9)#Jy~g9sFez0GeV9f@95neGzbJ}xSv3H0-6{Jl96Sw;cIVw^aJ;5W7%{Se6LGXWtu5&boJw9VL5}XY!Scv5AuFm@bX&PmB`FPO`9sMfOaq^1ZIOA^96(!HVw4{h~{vr5g+XW8UEl+7&)`pxe9Q7P>s;k0&l~`kewMk zmVObp3MK^Oaax)A)01$Yl*vb%B?m7!GES>xk&~`@rVLmT>#M4pTqyv~x&VXFqn8OR zlBYEV!56n#UkaXR+%8Bp+?!?i3IZ-1si`D?n{0{u+^|{x_X{a9%<~`PQAw-~soy@I zz9N5kgBSUywS)E86yc%Zwec((-v!(4Awy z-aaqzoA8+e3~IdIRMg-+D@tKza3QwUTnXR5g63R8`~pAjd+nco7XI~m{`|aKkfF%G z?u~Z^&M@NPjsL75ZIHC_0fFx8?v0Ju^i$pmI#Zfb3024DD+xZbVplx*qQj@|s9hq_ z&ffB#e;a2WOhj^1U5ylN>U*nzHb@-ewt|3JZ3u>3cx{yON_6n)12EANv+Jz-46W#Uusn2h(Fa8+h1qKkqx5 z!@FnHh#HLnh|)qj4stV|4Ad^N{jl_jc9-tpNykIBz=4Y5uBVSL@9@+;t!6Ju$e=IH z@h$_ndinBW?i}gWaZA7%T;aG%;Eaa;X)BX`Y>)=zGe&>?vd2Q*F?I+2V73Z#5A zgxs2&TJ`MhS$JV(_pCCj`oik2qwMJ`bZuLiS$LuHpP3YaM^Q!-X!nu~u(+#{GGBF& z@~EzMn~z${jX4}rd!A=EM~KL)$e8`*Lf5N9$r;Cr;c;h2d`Vd?Rq3f~82R4sQ&Eod z_D%#AH|B~h_8f#_pO1^@kOR@p3eb@jYmwXe-ePX{23nsSDB5gCp-^Up0jZY4fp0rM zk|+c2zS50E7RG-VK2|QyUS;n@2V9J0*cv2yB(*$H7CcP9HG7)l?mq-hSVeVDFSMrt zW4T8zuycJ3!64BZ-IQLU^x2P-M|6Hop;v2St@w9s-~5+O2{VkesI>4MuMd*74z$kS zYSb~UU;Q;CbNc>huI8mH)WNQ88{|mjVeI>Dw)Z1av#|(6tLpH6Wu*QIq++S)J&f@> zI-6{@D=+a;hX<1HKu*GI zjoiHxVJd5$RyaGmC26XS&zmt8&^g`sB4=Xdu?G%|0@p#n$)SD@4lV2QkL}fMceMb8 zfsSCo{l0*D3@udO+F@i+)OO*f=t{aW&YPO>Rd=f_ygQf7)}_hR61bRj1sX(wj*Fe> zX8!myGl_eBD4$IhP#^>90yV#z+kx$Y5Wdk)fyA4D6o{DW0@aK!LC9w(`)#8;qCN92 z&MLdtA{7<3hPPrDqC*px3R@pKJpt>tk@8*N#M&hZh+7wHj;^%1y#I=G!84mnRYc<6=cxh9Q*{O*MyatHl zk#j4+>4FEI5s<1_AKvN$dcjY@mbMaQ^K)`#jz7UmWYj!#1&`jB-PaCvUH-I_8sy+G z{K3SI_q8x!Ht-DO1EeG}8UOhU9zKMNi`oYs-YSK+HCMK8#~)o7wpKX}S39{G z__unPh39BD7XyUEBgz&}w(P!r5YKYE*U1F$X#OTJqln{byagaxuHr{(P)QwkL>=-L zi)EK_4xs)3RhP9{bVck6)Di%7o_U;~y?~zj4V4YvPwDJ4wdw&&)?rh$zOk{k4>bf`{5E11RxXEudz#1!QCMq^xhc@>ef?&b5x}xehBuRva%-hyn)k zL0sM*RcRwSE+Ik7AqZ*EdWaez73yr2X3X+ExTCN+V3FpmRx9(gE9oDvXAthEpc@nh0FxO%=XGj5H{n90Uu)? zdLjL`w!aZXELA&(e+E7|cPZXKzH>MA6c5M*B>I?oPk>H7pXd=}_BVdsS*pL-ea#&F zrwC>9)4k=M)fYP|avf{nabbwklovL2-wj$-r9|uFL2861F7Vps?cs~vg3AGjgK27@ zL83-8MGs@#BGd=oKIRT&{!nCzUI`RK`!`UX3N}W{C%eavb%w5Yucb|46;X6pWQD$Y zRe35EZGDDhcTy66L2g+I_6c#-M^#5>bdL>C<)_*q6i!<55d=u{=fFDIz?)czv{-bp z<{Uge(RcXyye}wYZ$hf;!VPIBKprzJBcG8))uKcgW#T5nuC)CxX}L47d1<)JC7i@k zWc``o%<8JQOu-aK>P%YMD9aL%P9PAwflha9=7BY!I)COkPoa;X!9`PgI0ohHb1S_T z&MVixvD^AeC;K3aPG42S-G&PER0S-OqgA2NR~p?X|lPn+WN2xk|=D&&D|t>NsD!Nc;;BQ5WWKgjK6 z84T+)ax7b}Y%&WJ*JM!!1eRMnK_se8jw+E0ukmF!r&?-$gqwDCz5(n`IuTHxV*k~d zp^&iOMJz6wt1#m;(eoetp#r429K6m0k%TWfZ49NWzcW@*l%D?S2-&of*${5zivw!P0}3qac{ik>3=rwA<2iph5D}bX)Ywb#7&)I`jx!w>1lv z)vA+Blo><>1luRwQj1KqLEqcL>B7P)dNl>03=FL0>K{kUQr6R+_VRr!8=Q9Gdh{f8 zFt=2+R8fiCJ-AH#;M<=la1+M3-Z?zyZ8Grf)zqaGEnm8a;gDq20j2gk0|jRtzqZ|J zJn8LJ-&ScA5%j}>{5(+hHoZ8)fFCvBq|V79oAR$?0IDb%vNK#5v@l4P$Oojm@nF51 zS7fFPB2xb{uxMTc>WN^QRJN`(@OF5Uv~e$dGB3?_pb>FBBzNiPJd?={QxBzZI0a4xcI# zl~1Ri>>Y{XxSx20Ae|AlYEo~3lB^A|%|XpspB-<~1t}_L!pF%3GL>-I0)t3uDwAnQ zn%qvvQbh?i=i+X$ZC}MexfXv>oO8--3FUW7-&{G8=vPjvoE!|h#F638rp9~^S4XbZ za!?#93nTdkF*IIiYzhSdBt@1_t53K6y17m$(C=9J%S)U(d3+{UjM)Z|B&UzLZkd|C zZvB+7bkF}Z;ot}ZO0dRq5VX7i&b148i@|*_6vBepDoVVB<{9aH~q3aISWAXCj&XX&!eDF)8x!mu_&27ta&*A=N%VPpF(E)mfYR2}#_^ z53-_ZsgRUEJ2U0B;iT%Et4RrqHnc6bgA!R-fjvTXxL@@+1v`9`=If%r(B1vFMs_Kh z-)aqYSb_Q#V&~V3=YHM!v}-y0Vi9=#7uLmE(bAantyW|Ac4Pzi;EEof8-GD9H~^3^ z^MsxavtkR(&m+yn)R7bsN~EG^ZvBInxQ&=^RT6*&WDP(b3TU3Rz8*5IT&$&s%~`K^ zL!(@=OVCr^`#qE%jAza3r?avR+dI7q1&s8UGe4@D)n~Oe$lz3?a%H^fNV#%D*=v>p z&!TB&rKhZ>=7qF06+6ecxZz{oZ`;GF<2(JZRh`;?-#^mc5v0nT(zp9~1bb6G!xP?- zT>Sr#s`6oOYMyc=(3ixdTPuPDk>&Bnj`(XoN~0xTLXyP=oTTaS$kTVCoTQ^Q7jV~q z|Nd=S0j*<%fCKoeWkB|P64ZV948iQ2|0*8uMgSSG@k~1DxA5%BpYK}*`nQ@uo9zy3 zQ7f0+AsuU7!7GwA?Ino8p?hXw#U-Lh3~(z|vs71SGZwYQ8!rZxUbxN<{fI@O-{1~L zZF#YlxUT!7LJqogC6Z`CqKIFDO-@knw+_;cUz%R_WD4w(42TsQ*B`6ld~{=Dr0C)` zDC-fh3n$5%|GO;g+}ZrCVH4#Ij>#O6YPsqsQNtCp`$U+P>s#PH?KxCQfZj3j$?)F= z^Gi5+oBB@yg5ZXY6h0od0I*9)fR)u|sCl#7S^>P_iLjBfP<8k<1zP>wjvT~E9UC_a zLI`9DIOhuooP=%P6F)j%>g)D3fsvo2%~SNSeSsJo&%3S~xs913R%FkIut;4?mHd&_ zd$Jt}JT4a?##I^_6z0Ds>J46@EM_xAm7oyyjaD;pbMvV=sY?m=3;Ib>yYFDl{R zx?bMl?O`i{fDYUwkj0}q+o18lsoY`?p1u1t99$8=%Jevu?iCsh#sF&9kEP}|LK4?p zBag{hHRu6m+Gh>h_X#L}%*bXgD8Y_hXJPxA`tEIJt^uMEpi@)+R7Mq$0YqM=J$rdg zZ|g+@J){&A>>O2DR6jgY(c7s0K9ip{%pX`7V21LR|7TBcPtrL6SzuiVdrRr?kb_OM zv6={!Sx#D}+IUYF$l+}$E0y!u^iAMs5omiEof%&*A!6-SZn&MF95LoGlx>&)#H^Mn4+i~AoF(@(mf0)m3l!5{5Gav2`6T>nNOk0! zR@0mducc9R5hv~ps+TN>%e-5zUgWdKtgD&~{YZPW{Fu$2UpC<))pA3s?8%v9WPOX~ z6IHS(VzoH^UplUW2aEj1@A2`YTIs7EXX`%m10?@7ou|vLOz?ROdGLrHK??!*BxJq8 zXAES{5O|OQe&_C=zV|*7Xn*X&2uy~7bmoN<@6U$}oF{ddV|62`Xg4sEKRN4MZ)VKN02C-ATD0qN zE*B6h^H7Mr4oV+4a@ARI`F;gTqS9HkT_2?piMBth%Qyb)nqSZuz44$9YGR>Pn8rfQ z4`GQq7330c;WO7|0nfClkCZscs!#H#?SPKf)f^tZ&G`IB9~n?;x6~MCfrGQ#^HsqB zmTCDp9>}-Qb?S)77dldtplejp5(ShZIP3LquAk(Uavw>FRA?4+gIa4y;;{dg>Ct8U zes&WOk>csoTQ?4L&_K|qXIF|68Q%5M47uZSQvv6{W!09I`1JlD_X+;DA;@wB!xJ^*x_dx)z(z2b265mm%+{q_o=3TlfPvZ!YFxRF$9q+W zM|sf;Kts9%z(N)qzjSBqun_t35-R!B@&3#m-Zvv={1DwHCzJ*O#B@fNhPuA05vZjj z1+=xQKWSoLMN(7xjChPck)WrdUBm@z?MSe3=nyzBk+MesNYBa!{5isgz`dtrE?H!c zqcv0ySDJY*@SHn9YDseZQLZ?)lq=Ox!_tO5bZpyFM7lHC)!W;bV(GNW80FQv0!D*@ z8ihxIDy(U?8`6zfGae+5yXqC|l$uc#9aK@ax2XTeld8A;xRdc8byLZFNUhOc}Q z;B3IES8*HO55QO%oU1P%)q@RU0t0~Ue^rjj?oPu?e-yjI(rPyrf23Ay9E#ay33dP0 z(8*g;^m6OhGh~$eq=VTf{Qod4)fb?PL*fd`!N!JV`)TQi%KCj`_eY*0C7mxRN}1D@S!#F!bPAC zPo+3Kn$IHl8sa^EYRB1+t6CY+*=J1NYW!nTUy0+U@&Rs2{{OhCv`z4SZPkv^%3F{C zy9PLc@7P-@;qjp3WLuYfCO+OqIjCehe97r+w~W;$ClQa(lyD*8vr3x2=@2_%ePajL z3ba{$kHaz}`j|!b9ZhtToK8iQlv83=_NUJL(jP^Mhtzg=3ufo+MF2`RI2C_zGEefN zE;<@wIy;Xs{Xk<;JbkoTwKSiu^`9Pe#7XC#qsix+KDdI+^rk@&NVnF0O%4EcJG-SLHk%`jnHHm>ouhQmw2S5V z0eU&B5Fjawtn<#&_p>+b1e0Ik09Mu%YCrpLR048+WgHX+^Z|N`SdAzy+mABG06t^Id-4dSB1qK zjI!=+BYq%n@_Mh)t-$>U_RO*AKBmU&|1xrqn<;yUZGbAKZ3rT^SuY_zIA!M}tK9Tx z0`o+4P>4Y{B<AhLlhkpob`#-e)a4eXnY(-74I!5%u!!j)0p&u`Wxn6 zLjcM7U^@AIBa5k_z7VLB^F2?AtT@agXfA&xx#>uXfTV*t6@JuU{*KZ%VM9iMwT2I7 z*|}zIzRv9c%NJOGzlV5G40}->&)~+u%p9VRgA&3r59UThW$^(xRiD%tM{5&N`6hUO z0i<_+mH=IxWQJsA*Ii7YkCtba!Kb|A`TI9(!wuuQ-Pch0#@tz`i@o14bN(_^(d%gD zkaLYCuzUd{Q1n@xX~S)p_<94UHM1~$3)BArdi9SkM!+uV)S%1zyRn5t`gu?>aaH^0Wks+b`juK zv0rxZXr~c4H@hBy<%s#j(z;yEoeM}`R1E2;bO)afgBz-jnhZoFh1yHUbnjVMaM-)I z67lX3nPJEw*pHCfR)i!<>a$04q}b161Y`lb4N6oY#oBc#6I!VU%EW z5IpizB@Jx`#4C5lZcIzmQ^j;_$Hw+n@c3t)bmr6LfR)OF7Ozfmih(DD6^i(>)I)k~ zq?JHfS(t5qV^pn6vNz+BrMT02kbt1KdmPcG@-J^^gaS$3#^u(uKXYN^Y(tA?9j*Q6 zv6-8Zqk(hUrlx3Y=;=BkU&3C;WyoaKl4(_Az1}T42oHlo_|3tD*(Wz$(xE?-UW7HL z%~C%VP$P(Bf8U6|`3=db_T~-m3!|q`I$k|+pyWEbeN&6l%d*#mk}`rfxkbF58^Tj* zYM9YEk&DQKjgLF|n2)6R1csbCz`7b5Bn4r)Kn5&PB68U>WUw^J;xJ5>F=5N7+AuB_S(V`lC-Dr(}<=YD9&FqubirOlm~*#}(rHZ^}{J^rV!NeIgpn z@Up1Ks*c3})hh;G9wb6@m$`vQ+ePvD)gMu^{to6lR?xRl!K>ziZfO5+Naxi_b3H}W zPiyd6=1uBolc!d7Ph(t_e!QT-jmXbd79L3wktFpgy1YHiTYb9;C>z#gXYx~v-^A;j zBvsEQn&WmZdlN}NZD=yU`Gl4-vzLsH_`ymc-eQ_rd2}WHaNhfecQ*e-JSXXT0q#4> zu#K9krcI)kKch?+*&3(fdBclJS0R^ECy5Lfe{!X1W_I`LyM=Ai2NB_+iEn(?grw&T zds`h8(JvQokV|QbA2rTm3Q(3+1mT&znI%UoKvuhkSF*(&TcE3}dw>t4F27xt=hB$@ zo|Exgwp@yNn{y-NHJ`zQW_LXdX$1oE$oMCRf+ zq3CwaG8)P-QC!x4%90RH^>)l^`pamsnwfvv!#m-?zs$!%A|i5pE!63seH$9dC@9#) z`5t_Njek*O5xk*S>}cdHHakhW7_o5c*6DN^`;VZhyk4;1<5ZF5%E}qG57|nO9cHQJBGvxzR%ad*-|>rLQq5Rk$byP-h9GpJK7L`XQU1sG7oOi(Hjl+To<=MP zd|b+oQKX9(*%6`?RO?CNda=FqXX{Sr$!*z|TA>F4FDA@x-Q*|X6Ekn}+x=P4%vn)rE zdOMYj?5&}$Zt);_U!hI(UwZ+HuQniSf*ZzW9%FwE5xS8c;-dQ??}YGM6c=Ue(|K~l ze0BF|Za6x1Ch=PE4!Rz2t9((oQJe$3BCX_w^E0fZ@Sk-)_r_Q z!Vx9$aa^-zr)Szz=Ob@nRaN$@BC(ePs@kefFv7<1*Re#oX6?Q_fl!*Mp!Fm2D-wzy z+-#{zq39wO%+7+cii#~a^?g6=z{L{_++u2?Al7B2qx%XON&t>G@b=ElU`8-t#G~Fy zEu2;b9NC6$Auil+hi4Wqf_+|Z@fKXLe-2-p|LN+JpHin^`ILr?Ozp5!P&tA0f75Ui z%;>gQOSna>=$~R-YpYf0RYsq2{ZNlNZQ3 zs!wXxDUGTnbgmQVT6iY>WAWLugNtlt%jsxd$i<`vFJ3!q-T{%VpNQ>2b47?rMCzLdH(k+mqXw{S#{~QLys%W(U7Uo3xu~ED8zb| z3bi2}M&N||KK=wTTkR$N4$VDLC^uynn|(p>-rgCu0Q&^@$NZ#-`3Bh&4y?HS?@?_| zPL*+Q<*8p}f0BnI+YSdhwS*!l3r(*clMv#Ym^=i-Yc9{xM`+x`XIQw zUC=L3VhhVVCXheC+|?olo9uZs(V`Q_t&J(dK+~+HUC%tzKZ|; zmA#oV?nOFZ$Rh#l!*PMX>mSd0zO>P7O7jOfc`>cC9-Bptku z*4(>hxV7ajcV3ET`URxlstS_L`C^F+OZS)U|`-Dd#oa{Vl zEUKNXHUWFnQ}@K)!AJ|3 z?uMC0U-o>yFaP&Bm-Ap1DZJiAu~#(wq1}U$N3o>cx`&97B+D4Sl6AV4^h3uFohVnI z<_9-^%D;K@#BmiN?K-qv{fzh~ z){uwnh8#t3l9sQ{Y*zQ>&TCl|WCiSssPy-y?yUauo<17b7V3=3kNDer);B34CFTvZ z2S#(Yf*>7it5R)KZwSsOjj^Trs2Bo>O%D`Ljsm^=rd0d?@$?oBQFY(r+dEdjobf9$fxw8+h79aKS)C5K7FgDJ`pgYBgaO#Lfqz=75(Jj6t6B3|sbLV<-_tV8RDZeffphlq`vz;V?^U^K>rRH`4#TE1cV zHp!(iR|+8tnz3h4XfvO)6}|0H9r}`EK&s7yk) zJvDm*aBlhtE_MSQ()_z_Q*I6;%j1aWlFdV|$Nq4@VB^nR(!}i+#Js|3rWY(_4a^2I0 zLgxJ~(MrfV;XcO{m0vYMMHvugH`Q;nfoQDkuKoA*O5qb>AwZf>MN<>dL1&(D!gJy- z_4*wyc4DZKfC-vWFmH3%MA+!JiXaaxY?;>YP7P3%aA1*)N0{~L6fO?j;qxfhBvOH? z{3hXI#h*sonqyn7Ha9)pTr9+|%}3HJg+~2dTOxs6=MksgN-gbZtm+Su0G)JJy(b+7 zZPF?dp(fT@KTHU1yV3-GP)7teG<1G5rN9C|$Ro@6x$>pZ))W<4-F7lY(<06=Jj5ya zww?9{emb(Te|^00yhmwYZ=x(Ki>9Hiy>Xf6>lOHaA6UfhWG?nlE)3h0%()P$wGBHa z%Gu;c?M3I7MYB;#7cE0|31IUK37|K zXjl-CME!G%6*GjcA4g;pOYmOvoWrE5+yIWLkpFg462JRRVkRiag+T54SAw+zCAe!E z$0_({u%k?$XAqjRPAVJ~x%x(<-_mkbT=h?Nc&Cxa#l`$V9W~}cR2R2VzE9O8Xa0K%nI5WK`NV|k6uq*a z_fnF8b;&$T+b*0bcm|lFDZp~M24-upt-o6`qsk=IfKhOQAn(#6cg4uU{n*Ea70JijzafBT838onCvmJk@6LnCeBr>%(PnClAVK=q zTJTp~&v5PQ6WhT-s=7lS<$>8#lC7LEsbj~vZ>yfar;Te@xuj5<)LdW z`fDkj&%P}ijNX5~m9ap_YOyC6L*KMoO5sV|&y8+BjiWDLYfhZ}0~$e-ho|Mbive_0@%IXWN&6vje5uZiqzMF%8$wOJ4}b_C*I$US1_K#37- zcs0!X#rj0X(^DvKJzOKkxz*OD#C+V6Pd@yHl>?ga_cpW$z=MPuUoNuyQ;3wv?;3>$+{b2{>1CE90iB zbWlBHWpR`XC}V@0Cw!ix@G3Ay^=~S@w0;1(OHJlLfMgB*Fz(fA*ej>;&4#8Tfj9c9WYHtX4_S3s!&k5oC%~VNH4Wr z1HZNh7b}`MAoa9+;}3pFXu<%MISEOu^Z7PM>bl>15y&ph%1wV4KoijC`MeVU+}6K% z!m2;%0Y)4^?vtT)w#z}cZ60@f1PQ2O*l~W{6n*ufnE!)pummY5>h8e>Po^PCM;3DTFc1*d zi9*85yL_^J>0}Lc_TzjE>As28Vwv@QgX6nIafeCy^5%?+^1{2Zh-GqFZF61{KQWqF zEdhG(BTlZS?fTgyYHX~CmUni)ui-3Q0eMYnt00ih0u3e0;8_fyC9SXDl=uj3#!>Ww*Y~S#s{AkR0mf(uqDxH7jj9kuxg1G*f0yZVlWUCNJ(LLMyAhg{Hrf4u0CKOztl$%!Maru_p^doJZ~N(%5SgYR>V&~7+a+z*$QZmi@OK))BgP_L|o9ph#mj5P=W8ZZwo(y z3iBIpu^K37!4h~WE*{!R$P0D4ULvNpSnl%9>l|w{aD*v7SreSNCWN@92 z9}xu%n+`;9M)2{XzGMEwMkySxl$AB(zS0X@%><50&OVl@T%S3F97QXB{gY1gc_@Yy zR}pwz4kv+%o@ei6F1NZd^FGYW#`_qHrS zMW69)p=3HnS`3E_{Zub$gpA8aeBt*^l5X(isk znf96F>UTJ+AbJGR_P}!r4gSe7o-jqaXENqaYu~UCZRv9Ytr}~9wvlMV3m`E=)=-fA z3+`V;sEtY?tV`YX!K{qi8MV6&65?CG9NHdAjF%FRW_#Z&JYMNVbb%~Yv>g*;I?d;< z8=3y2$#fvZ{j+jd-~`_ca-j;ai-tu2U2o^xPTL(x$&aKVe%lOw$f5;t&FDkB9uPs zUlgEh0qddq4hSm4t^c6&RBmWu@f(l?OprQ?(W(m_2oCIlRbmp90ZR1 zKi_njaXrDw>a+`)s3VYg-OB@N|1y!sPDcLuE>LopuYr@MsHXZqfzs3!HP|w(7JqOk zF(F3(wGQI@F8AmJS`2zH_|K`V1NpwX99*!~=;>ln%|cMZk#TXoB6Fj58JxjD<=w37 zgZxrSd35Aq>8fC(a5ZiG$9{K(lQ)<#C38%ulcO^h;Ja&4kVz0z%6iB5F%-1?48>1M zS!1KJ9X$L}Dqq_rqg~(TNh-cJ#E&mI3*%x?WeZzJiyt6`c+8_Mfg;yK5fHN#ox*wh z`CA)^DRO$cr4qJ3t!j5Zsjj>?^UG1^I;QQ^!6AK;80We$s|_9Ws`c_v1Ue;DGI^TR zf$;URVGjFQ3oTjV*G4r5gC)HM?$0_SX8vwP8<$sAuH-^|%KXUwt0j>m8=0d2MB%N1 zukG5u_89+_sITI1xr#ygFvLdZ$}f1xl7r_;At}xKizI8FShQNN(gEFh;{;?UC)a8x z4f;XzXvjPDU~U%{@tA7IbcH$LgxK2$ zyDx78Q(w5kkiVv+1Y3`)O02zzcvC$0d(=Kn10A@1HH{$6#FOpQ<%UCk4~ewKI(m9n z0m6f3kWigk+ncVr{rNkF)N+nQ z{nOq46)UTwC!sA$NS&5M6iCS@IY2i zGwkO!djkOrWaTZ^wcc&)2lf2CE)31fNk_?3BlJ7Z`ME@vaGl{m`VuPHA>+Xr{HxL$ z#&&jvHs4~BM@-s%5y0c;=CPbZ+xGloWolvh;TCtwEI#VRTq z2>4j*W(!qp1gM{Xx}|#&zE~>*qLwtKZum;#6`MYr?LOqw5xjFWrhNga*OEFM>Xf2R zVlG$f2O&CBK*#A%1U_ofEj;?|%Q=k&(9W3DpS&L>Tgw75^dOThbX7aUSpbZdR5b z0Fy4l>WwH3I&Og!(|Nu(nVIFSI4ern(>j`~F?94{J#92sOiYnGnNuIw=3q_bmJ#;` z{a~@?w{jyYF}}e=RW!3~cR(B(4T}a#cMUW}*pHYC|4nw*SmDFhhBh%$iK|QXLFHQt zK_#}o)B$Sm6}hatUSl&Z)udNpO}W=Kj!K6`eVBeBnWe+1)z-#4?eASdVB^}~?SF{1 zlr9oBSU$CAZrtufe=Bo&AIuGAtWjv>(w68Rf_^RhvQBh)|DJ}{xveWRlN9EsA*Cvg z?%{_UQoC<=CO)cjTj9${X@YIgRPX&;xcvR+E!bsvFb6_a8LOWgwze+T@w^4K9&2+s zH3{05r)t~(sJY7(xbfLOlvHGOYyS2J6Fe5WhNv#$sE7g6UAM>2S$N5u|4KBu*#flD z=hr2MG{B9Lx)f~TX9ovN+|=t604qln_zyo$eBRn0Cb+FjPN9OQmE}nD4yVUx!I7oU zWtu~+*}RTb(TW}xZI}Xs#b9p~u)!>PLUNOjhM?Q_)5iKp6L`an0WHhs)rN`v{c*R` zcv?e)xatqE*HZJZ<^*?dvvt4YI+;IhSfDI7CyNjszu0Btw%3O`LvxQSZDWnWY|rk6 za67Eo-VK?gvcCP)d;r{M5>8N_S#}BOaoo30f*+J?wKYu@m)BzNJL1t`aL~GmTz*&I zH!7Fo(ol|Yv`3!4&MU^_IUPgv)tg*5Y}Vh!lBc|*XYeJ3P+Kn0b8K)HR}iR^#q4>B zk6=wDpa!Mdd!V3`{Iw^y&M^86c(o2q;o+6>728Q}Xy_l>%-4(Oo21dce;7Gy?D*048T`E~jL5@&s7hu|1H|FLK z$zjpP$x2j|)~^@$J0-7j3`fQ0aIsko5@0ZxJ%bYt2yv5~-_`FkiM#guryh&D@-Qn< zzM13<%4owXm-yw**!Xz1EcT55mGI3c^1Gc+XL&;Bu;tR%{9NKUxQ=ZHQ zQkW>8+F)$mq2nHIOl}s{zB(LPUbIO2lu~qN^^;A$Z&Jgg!;7^l#;~OC9+C0W8##J@ z$}JSxRSC9Q@jT2q@){S5Nd4Fx7b$3>^X}S)W!vrdRHq8eAb$RK;Jx`gOMm>uQQjz9 z5+Q>!yzZBis(W+%t~D9V0giprK_cH1&(%=dUb z^k82x(-R^`^sMFyLp;v7IZRb>(2f+DG^-xp*Y6Vxyp9X- zI+5*48elA$%#44B{b}Y`LWNqHCxPM#Hvu#1^wO9RviF!4Zp{}`F7UeUZrRSd8(tu> z5ITV*8TtU{#Jwt@yrPy;tvjm+3wu)hXRDtpHRYyDG0C*yN|8h{Z0wPtG>1vR&S0_T zuH!MA-d`P+TL@u2Z3sem1w?L(%3R5?fCV2=6X|+Mup!sLv~V|9Nido0E__V>1gW&& z3ARfjCO8BH(K_D;wu;@H8`9o2uVh`O`N0(VRg_YgeRd5$;Bwp#k*UNm{|N3_JucGT z-B*XC;v3=;_(Nq{cg9L^XA}2hvQnz*DJrp~iz~p$qXh&rxR_rG`dI_%aawo$!hJVDlq(xQ(HGb70?P1s6>AlSS~NW}%s1RA4M0 z;X&aK6&wq+%a@o#CdYGZD3vXK#w;LpZkzy#%B2!UdQ2 z8L&lIZg6>BJx?)ZY~PyTWfcY7`;%kr5rO%+Fj7fZ(}goG;g|5KQx4{6wV-w-d>FR6 zTy>4+?^?CCaZlnKQJ#`7bCyGqdqfWtxv)^{k7_@xq>Yd~c8svXD2xiGM?N`!{re9n&eMdVQH z*3cU#dl3v=IuUR+MHhFw;>4Ln1vLsN{VoKtfOHH;3d8I z)b3!dI`d(IBLjn5#M0I_2RFAB~mVa%Ccpnqi`(C~QK`zW;FhYz7!F`c)(>8>yp@VA(I zct_AYOKQ6-$)nVD_}?#M0ls|vd~w#4dB2;m@&PQU^@#E6`=i{%+D5Rcgq_#4#B8E> zCk$T348HOuT4jINNfa4g8}&u4Oyz(04qdvl+E^vvWW)7SHryCeLMSjcN6io4aQJYQ z8GYuaemH6+ne2lwZIxX=PH0H+(M;vgA@yl89Bf?PE0nW*Y8oI!&uR~P=azj$kZgG!Y#~XHGxclvR$a!wzh25E^-}kV5|C*2Qw2^!-@>dF=zD$V7{< zl9K=NQA%}uHA7PGJC=>U6gMh}TKrsSX(TrkJMaa6&PiY@|JPd-*=MIG+8Oqx(*@?% zwAxtq>e*7y!*ILVS}8%ju0N3aHD;+{6>Jfp*3mLKGT5L!i=vln)P^4ykEFVfW(N*; z8cI78N)3bx8Kb3FsF)p!c>yesObgxe`Q1_u5_KB+q=g~<$=d*2)aWB-NSJ3uCUF-yn{9jWm zVweh!8TfVq1K@BrOM7t)!;G!J+Su$Ehz_tBLx4qcEDJRW@@_-WS2kqjMizDrq2X24m6%lsrkatg@ z#Ph@Xnx>7`bN{N3*s$Z7_wC0D-veC<9lS?<2iDRIs_WB23dqsI_kh&vIg!`j_`d9e4?{d2`#oSgHg zoA3MO;qsH**yybiM?|B~j_Z*{K+xAXcN*h1|CJ}@or16Z!4%;IC|}A(z6%$L{md60 zCgHMV7vDPnJWY!+wSmQ-$X!Nzw|wq}IDN!Z;eOzr4*`5!U0b`) zv zlqx0NzEF#AUzNIlyL=NwfMnn{Yn#G{CjNSak1KH`{JNMwd8c2 zuV7$6iYYE?Up0mjBxvA}!Op!CqLc5ZJOi0%9dL>N&KoW`(Kuk!r~%854Ydu*2}w_+ zL7Hwby&al@ouRpha}>vsQd{|Za1;wKF3ry&Q(K3-zoCyvRMOWcQin0~)#8`_bx$4T zL`DcV%q^W5@!7wm((82)3Ve=AP!DVJVF&JILC0VcX03N!qBu$#1~Op(y7)MxtgLJ& zOgZhIp*k&Gx4qbpl@@|8ra=+mC|HUzsj!yrG7@N(%HK|c<@!=ME0-Z#7E3>K<=et& z4{a0J$m{l}II=S_uZP&P`{Clx;603^;~*H>g=gDOg_KyY@4tQ(tyo=uuUlD01d7Vh zQVg6~zlIK7SiscYS9hu_i=~NV&KSG*{`ADh&STnx;; zQ3MaXlx#orSJUVYNcDvDj%KQ>o=$p;J0AV45O{JMeR|ziOh;=TO=fJ_XG#YyIoJC6 znvHwov!Zx*P(Ik!P;AzjxYt@6jU+?6$S1U;Nk1j57+hsh1JQ!uZF=%KB+LljfE z2QHZ({9MNt)GkSr$pXe|Z29cwRhshl%kO-%#Z7Gm>^g#xmIzvm%B^vgk~wOqqj>Yo z47dp{>0nPZYJIUek%-Gsl(5Jpm&;I|m@n&c<2DR-vZ`n4wEFpX>l28c-}LrClOP^@5b zggoesaYIEp`HcdJL~b&sE`WaKFIlXd)7S_WB4E(Q*KkaW1f53hS1||x0RMb$VRIBu z4M6sWSExxjVgJJGNkMj9eGJ~o*a5CxTVEq7YOe+&dvIaI2l^<-1azF-AGP_9J;s@R zF9PLzwQFG0JbOO-I!@t_fCLsjg55N4@|(n?z>uH4&{g-amGQSI=%^WF_AOglVo#Im zal25+PLw(Br;bd1(v5l^glFnla@vI1kLOBb}sH_ z?dvGi&1?<6mHJll-QdSC2<_C%8rJ9qtYMN*t|7QPiOhBVov#Z`cp@@L^<~VRdkMd1 z+?tR^-|~)E<#6*k2i9_d+m+7Wq%o_Pn~*pbgneo9E8iT8m%sHza0eP&Ek63&dyVWl zL~`lhyTlxo#P@~{I-nvX*{3RTe!sI**HP(20J+dR7Z&M3?!g+Bc=ov!+WB#gm%nyT zH7q^Yxt1P~z2VW9wNFe4mLJPrD=w)B@_y=a0-tmPCoq+Lxb+Cp@|60?xU%S0i%tGY z(|zZ+3nDYHh}II|>w~VKMX7)u<5X0FI?+a#ko(SMnHoO+QFs@~Ns!u$z@w%<*a^5G zmk5B6Kb{zu$E!-4OAn42K1UQ56`k5bQ(t{TRGjZ5uW3|c-&phJP_%Qd)E9c=>6uEq z4;&m-WoGIHpOdCC)#Ie4G>JvHD$`9tbP70YL^L;6KNfeKH&A%jzNsQKq zz`C)lyHDvkS|NC;&AHD4nLY zRE3hz+B7AdyL0i=?o%8>Negl z6HPXjjpNFOs>nljXnZ`;iGu5HeT`$X@)PAk85_Se25`%IGWprge8d6L`7*xH%L;2+ zVF|{BI>XWNs-muax80`aoe-E4RI*RcOod!wr{PWtMpHZH$>D!#@x~NHuPf69L4u^@H(4K4;a%B=h#27n~0I__3*Dp_GNN(T(e4cmsHOqtp0io@LeQX} z&w`ArXRt*{0GNzZCD2v59bu7RL6#)PWf5*+i~vhazdLjNX)h&c9=8YW$LuPzvbbiY ziiscu7Ew3a@rH@(f{5P7bAlHfE68)>U7dSobmhEM?VP*!^I0X?JawY!IINXX~P zMfRluT^L%Z;<3;%0~z!Df_TIIb;ciLe^yC`*{WJBSy|cdlLL7gx5USSw;AP zWoYk<&qI{NQyIvrn(la5pInx`*fDb=a}#SDY9G5z<=e^?)p_=7dmG;5u1&Q0*lV;xR9a2 z0C0b~Xf~2C6Lxa(M+gKK-nZ=J%+Er(CNfCI$F5&%Yw(6>0<(I-p!(AQ&&tZ#W1BI= zp@XO#Dg~Eq5nCt>UwGGThoQH@+uK2=eUwC-n;v z3?hw1@o}?DcmE?Ytc(Z5R`{B_$yimc-kt9PR#KzRp8x& zg-BB!F4zh>_lL!GkM+bTJo6&0IY+6D@=pr1@){VOZv0;H9?&-OTsvhB?g*WOLaYP? z`eZ+R0Pym@VHB(qVap}t!DU^=#0K+Zd$;Z67E}%YV7`bgGWlK1fFQ!(z1%yU7vfk{ zrUR`qqD&VZ|Kgp@6U=l;-XNt!b{66cLGUhpqz*Tju0QA_it@>>0dc0TxJ?I%l^_y!h-#>pyoK+9=>8z2Uha;A=CiFDxj zdv6rhd0%{%H`zZQ#cL2XCa$!en#GoA)}Uo5oA~?|`=0u6X+iiv+-=J@d?%epM8rQQ zf?h*y{-0m2?x}k_gDetv&5vQjEwe1>^rc_dLs-oCMf;qY;vfdJf^t})m?ANi{zZ*K z+={5Q(%%sFECMCp0iqwY0uq_~C$C1*+n=DZsg}1`-JkIH1jII6q?I|p2r1(;o4xsf z19qr^xjYAE5v1DOFQ3cPKL4`1b3itg3)o{ootsMM->S+JX6bxDE_PlBXtUi2FZwuo23EZSIVDDtPxj z1DF=`hmDP*rI?Hok^d#(M7px?+WYp6LNnFsqw)Rx%%FCK?jzF1L!zW5WLAtYRc-ak zVG&ov{gBP_aSywZ$iQIL1|4))=sM(faX4 zB7fVESL2xNGQ^|V&v-yC6_naba>=n_%l95X)J3;#4~$QQ=JHn#$tHwtdKNp0wVpsadG z66*sxhJ0K2=dx9beh#EkEk)!D?jEzFvydQDs2>@c_yqUxd$TRXDOZ0?9mlGCrQ;|4 z0(4l6E271AE)plqB_&?nNz^;jopoa=KPlc^%c-1)=ke-Xx-^{_7!qw9eSxNNKpRo| zPv0*Dbb1`8o5`oN#&3y8<98G1Of4ncQ!%kC1Dt9rD zBCeg>kqsd?mbfi*H2yIw#l>ciT5d*aZfHmodpPMzicaBpY+$nxTUy@O>vZ3asFOum2{~^ML=(uq#N>iyi0RKy^#e<}{E@SXn13OzH#tbLdl<=(SX3LWz+K`Z zpA}qP&>B%>o@HYY9@eCRFStT);u?pfj?LO52Lo7=*Jo)Dm-U{W_dM+c|7_8^t2 z&rU42Z4;p?V6qh8|H|yL!kLq3VcRq@Rx0n7!6YqZIg) zyo~0#qljT(LCmU<>VoZTYo!$NZp%4!`?_rnaj|FnNc4PQ_9WbVRh|s^p8kK;-VJo_ z-BLT@Ns_`)#!fE=mOHdPX$hxgn!=FHe>-LLA!!Bs0qa5wg3+#lEOM`St!x+2a(CW? zwLe`EtiahojPTQoGeBYUJ7sl?pzZ-=G^X2iw1>FzW;om9Blab=r#;S_wX74Xp1}#@ zNZNS+G9RT|_x6TA&}ykSxvI+Sp(?1RgheabXC8;^Bg|ku50p1b`LVk%@zuM`#gc2P zxYs%9BF3H6+xD1|p!r5zi5LJMr7Xv_)kKG?)#jIVhm~m@T(2eS;qeu(0f7rsJm$Fg zJW-dlXIp<|=n&?%2sA_Em%FHnhE5jwH6^EnkkpI^DMJIln9WT{{3B!HD2~pI zg#>Q0o2*XkC33%V+LYOc6Hr-+Uxt zlg(#yTVwVeIMlLg$TDdD4m=5~Ba7Grx?L1%%TOy;j#<2xJVg!`kCw)K~6?^szv#x`7;^O}w1nWjZjL1r&?9)Jg1T0@Kdn?;Nd{N*E zJ$_!jhY(JVS~#AKa)4xwd~O*9Rma2_jG<>+2zeNh0E?|(!eYovWBESeUAjvuC0KZ` zkY;uBbeVBeb#}Q^abJ+1&vfB6LdJ!!4zT^|YI~}j6TADaPb0RXR{8qP&?P5BL}wA| z*!1A-WY>k+`zsc;QS`X@h~8c{w~JjDs%?&qC%`ed$Hi_1E^&8Khdm+T=cd^G6^e+L zFT1zmEyJ`N?jly2EpfilyjX#)E!F^=&j@K>$D)F$I3E&}kG*r+H>6T9loe0Qe=7<) zCwP^A01Q5uj|=>36EYL=yI&L_8sKzODq4Ztqmo7&uvqike#Rk0)%rUo8uK@kV1k5% z#ZL+C69c^NAc`+-x@|x!=T93$ru$^E_i8*C=cz!M68mGjnaSQAPvDy$d_B zSWEk(h*dg?#RI$D|H(Fjfno_`W+Z&mtcWI>C43N{7wa}7t%*%VV^H85Ep^02s8~(z z$K{HyG|y;}WMSLm^4{KS#+CMlnPy@J?JIso;PNL|RoYXO{J5K2<-fs4=K@@2 zE>?_DQQ(K9`75=W3Z4>0j*#}5>&)Yc`{xIa4ong*kLK~oh52ZEyvKNE2@W844dlZ! zhmH8jTG>vy&vDdM=}FC>{q2mZIvs@M8vRR{sb)Ges;Ik~X*;$ufvZ^lrHzyN01grw z-qG$B_y)FJMQ-PP{Bx?yi6r$YXkXmv?DMZ{(Uco&6XMNQ0j5`2B2SS71(TfcVuUxa z&j+K)M4RaVgkr&OIEz2w^IXhXPf`qY` z@0V){0H(r3nq4-l5#;7bil(5*-d-j_w^9Q)n0Y@e>c0y5v=6gSxKH{dn-=p{VxH0FNh^*q{ZAUPA6?csM z3xXdz-I8Tpi6Ijc-8S87INx~c!;^Zeb39wV(!3-9sL~k+1Ri0*Adf|wT{MnrC5lSH zVn$JaJ%N*wfOuKX&5p;Wn8&`3UF$zLY{_M@>CW(GX7Y_40C$<7HWt_i5O$sEVC@8G zB-t!*lQik%kr-%Clz5NVpzNyO4iklJp|*~Om7wTh1Xj@Ah8Q2OxX89^5IgXHFi3g5 z*v4Eec}I(I~v^6SM6K;gs%n1jTApA!~?P2jET2~>t z?MMos6jzs|_!Y0aInEb*)39um1EVxfQN7dl`ao9EW?>MB)s?yo>KruxIq1^ArG5vC z#kJjOV3Pn!gx7E`rzI>3|ojovhBjtxZ=LPS)sAI}oSi=mAOe zb<9UvlxG;^Z{o@g7h_jKUBq9O$djSd<%=Y(VzghkPZ9*ilPl7z8X9gXLS2y?ojVW> zQUA#$ogY+5;`_3Hw`eruDBWR1!b8`nz>CWxUXtIJYiwrD`urYdcXqxeKN@HXCL?pR zuo%_fd?ee+=l1PpOff=X1_2u#8n(0q$q(!@j7E@HjC5f36_C~Mo<+31!EtX)ob(=! zXgxQ_O=bqjey_TF9s4f=(5Qp;>c%!wF;~U%t8GUd;(Oxljt&kckGMPy7Ydy`s5+Lp zYNADQXGQY(MIkBHc4oiS_$C*-u}^Kw2}Nw-=K9?Se@**+3{Sv2TR>{79ozK z=Uf-XGi*QFTrebOv8Q9y5h4G z7Eb%N&M^m6n zm_nEWyOtBUa4tK0%Si|>oqsKjB!M4!jN?5_vunpStVHQxL}QC`hO+!ddTU$_YiTx4>v^- zNWG=}l~mK6;5x9yP^tT5n9J`}Xjl~i3D5w~nUM^~CD@FNjS)pK;>bq_OdB@Z7U4E} zw;Ufg>=@N=EVyGg93wIe)Rilz=6k;$CV}2Ch~FNsbJ)!^wR`*Rj;~65E}-il^%HnH zj79Se>k!{>#PXW(TfM&6Wr%N2(l+GV6hCU&p+WS$IK;8MZa?;2x`PRY$1OOt8D`$U zs%UiXw`)H3=Wpb@c?_(0x*!{UDSovU?}s1|a#=8H!LqL9*jT-LWvXGrXdK?}^piLU zeXaq>3QK;~@oVY#VY)Rj*CZ`V8LhPid>|+}t40N*`15uLfN=(lmsae|m5?$vrDszYbdAzE13+mm z7w>KAs!@z==Xl=3aU)reVosB^%G+t;P!)}|c;D0Al>=91SNjumzeCaStDbw5o%`8x zsn6l$_F<#M;3X3=_Nu?Hx?Y>TWmC0+Jh`m6Q)Vfyp$G$kk#J-B7cSXq$Z?|5LFFs(2fIc|$ zTxBxi0Jw2FE>P?<+7Uuun4xhyk-f549kbU!9wt~$+aUl9{9_XHmWf7f2XjbLSgc*8 z<2q6_ACdQMn)D98bbDl_47t$Sg_DMe-B6hy|2!-B@UQ&6^70aARyJKiATbD z&VIM=NVG;K%zq$(bscyg*Iu1HDt@jylYkINH(Mbei_jDs00Es@R?}MTlgj?lZcs~m z+`+$p-F4pb5im~hlNkKh=OSqGnz~qVO(3henM&=HI1A8)nEtVMX-1>b9)Q(SO`%P$8o_A zFOYrnshrMs6eXmvwa%;px7VAMpmPoKlBtkPTo|w!%{C^B5^s^@jo1~J?XR)X-@D%g zSiMw1buQUgTg#Y0g!T8#O3qr*56!c}s72g5l_!PCN}G@np81pbz0Bu#tz)YQuROfq zhsM2rTkEJ$hp*_}Zf>r#eEo6j{Tjj)OA(ntSfm-GZw;LHem3}S{A%&mpYj$L;$-E{ z=RwYVrbP@*TBBWY?7}HDkiQp3bZ-PKu@-gm;zEzfE}iLJ>|XKNN**KGCaA@J5$>lA z)(s)$9#%F&4Wm}w*}`J@!Q5+_@b(W)6ERB1O7}-dr8W+~Qce5tPr`H>*-J=ZCJCPu zc5Yy?;yk#_wBs=x=Qled)%9xB$VE7kEJ9jxO;VmJA3GcmB!)jh)~4$^^k6one0=0{ zh-WpFnK9$U?+|huRJ1@JMLrJ4$1oM9-*R)LjC7Us?RIr~k^e0!-IYl3AYd-YY6-1Y zxnRUG6q`F0RmH=wsSpdWHdE-pkz*kYOB@u%(UhjPpk>CvPMFc^oe40LOWREG#PxoJ z^A#Tzz~RH>cKgL86N1WkdZB2!(wNc*Og{8<1%`+AQPQ(V$p z79a+Y=YKPPoI0T(OiJ~)yfRdzo#Ym!A#k|cHtf^Ugjlzot;ur9H#0<2SQVME-!1Y4 zZ+Vz53W(HRB9IpqeDidc|3TP8oC-|b*AAnHvVpLF89!9T?^zwxtjtad?l#``#rK`G zN%&HLkb|GR%5Iky|0{nr5@ZK#xjkPKc}`LEhZ&;;R$L;&QasD-E+yK_)f^kF}ch8 z>J~*1NA+={VzQ&%m2l$!(R9v%b+ldAk8PU`8r!yQyGa_`Z0w{_W81dThK+68#y7p6 z_xt}OGw00AwddMFDw9`kb{)VD7L}>ONh~7dZ=W3u5{Z4tL*OOb&kdrZcY0m|V`Y zufr^jvZAi;Hw@I`uYHHf&u3Z#2aP}#pW_R<56S=A^@b+SWY-*{LS;QU zjS$A^qujmDE)$JH7>hq3|F-zP(MfrI){x;!P}>6@JUh1&j(vAEEs9K^Bfk?;7qAml z?|`f4(8qJG#FXgJx7+=CIeTgn?_Vm!(a!KT5yROV!?{+vNxn&8+}Q@G14;89-UZ|M zc#f`rCWjc82j^@j$}-HC;WFL#JAi@mwH(De&ZCr(0^<9jRKuCqm)}W>h;57**g&sR zU8go6KMdGk9l>4qC<^lLI38T$58=l3p8-aZcYF7@=9^zVtrm)^s!48!qq5Eb+G;nz z&PHbZZLNta(mUHkXxxpaPr3jF*KAo1jS=Gy!~?aH-ED$YG-Pm?XIRz_e^v=jNlu#^ zcLX-Ta**RXB-ZnLcujppI9Mhk9e_G3htVB12?q3N{SkAD3T)JZs_V}R zcby3BQ`!e+QqfWn3PBm`9@~ZSAhj~@<0TD}5CF*P-#dmFY&#M{nn?bxCAx0&nOce* zk2YC+9{~=RPGd_`Q=Jx_1%cJ~S06{mt5qR6>LqewRWy$s2n-rPd%~?lz>I6O0>(!a z2hY%IG!wfo)_WUy$oAO~eZTe~NY$F-id{L|pLoqRS$6lXD6UermrA2h_7n%a>#hLi zVf4S2YC9nR*hM>gsGw9*{u3x;-|{_-XS^`DC3q36jo|Go!FKOvgDrqjLXP6o+hy0) z4E|f65e9JPlnG`mxbN$jAl&DdGN^!w;kvOF`vP{5t#Noet zOUrHyNLsmNNDG>qvtgbN+y>?oJg#*+PJ(6t&S+Bx>3_td=-3Y=1b{bWiXD(8{mok> zoeQGj_5jz7t3Q^EujWiSvJRyeN3OtCG3GjAKk`4AMtg|th_xeniE zD(rEmTW@}<{csdrHL+W5M!b~w$f@rV7s7M}`j$Dhykc_!k2zx?FME{}(C1FdolF$? zS(Je=(V}r=a_EH@_nmchP${nOytF5oQ{MgBvoh%d1Bb69!2C>(rTF*M_1LaJN7!mn z(SGOm4Pz+j|2;6&KV{h0U=_Uj9o-sum6`5cg58Xcj;>fo0zv;>X5h$>F1j!;qAP)c z#QcK~7xam@2i#+|`dm~-4$i+>F&MX8R8`UGv}yxbgL6C{o&HUC_gZ?MCz4MDTmw%r z$gf?0H4p%>wFWBtPBaS!YM0ho!f*rYK2+A|I>`jHm>9&$w&#wu%bY1;vsUAAX1Oha zVccXz*q}5QF3!~OTr0e<#!pGOL^4x{lB}SpF+@R@KgIrsa*2+_N;CN%C4ilPw^<`a zR6@iNwy-Vd59fbv=u9TzaZ=+|6#H0FK5d57tT?X(aBr^>YiF>$jPJ`6umuF&TCGNb&u5@zg z^_v%u3_8*M`*k@~>Rl*J(?X}VGI7hy)^rm11~X|~C->vwD*ihU1jzR1ye(ch)f5_b z0*I+VQW6$5?Ef%ECU4ZxTof4Jyxk{L?><@4W~yDiae2gXSL_LpHtOVRD8Sy z)&-M9PvcV!dbJ})9g=InyFU063LiiWg3cZc8vSG|C2f0xp&fInZ3B&3?Kg`47Olqf zj`iQ|d2IH`F>rSsJ$2w#7pFd60T@A3%iCQLjp9HRePn@;pg<%@${}KxZBwS@??9T> zn#fWAaGUz~1%O`$=}R8`Jv>U7OS5z;A0W?WR)tv6mTA~rsr-BztLc2}$$3hWwS)dw ztG@VH4~6*k^ytUvq{~S_fr0X7DXaoRbe3cpfbF50xX;v8<`Nc;$M9oY)kLfhc5aG| zvPu#a>H}C*8k<~1y_5m)D;*35Ci6CYExDv_4svq#?c=}86G0%b)Ts^=1^JeU`D}9l zEjVHqAwSRD?0IXEaOfcQ-q4L&YYr~{y3BRP&5j9w&x*yB1PE88~-vyN)H`5{OEXzuh^eFZ+P|2xP`S#}Q5_f>zc zDw$$o-HEG^+O+%@Dol#nOEOv%r>gO<%7>mB&}fC2L_5`wRaR4c!j%S$*UJl2sX zAtB-P)zWSbwg|z0S8wb0NX`?sX6_a{*!McHmm9CI6fh>mwT_O5`v3flwSZ7d-T`cm z;Uap=@2>lRiZ&1jxw#?_i{M*C7?gHw-`%2-M@eY9Tohh4h~yw@@O7?m*0_v)K04hj z%Ce1$6Q$WHv7dh!Mm|1ps+55XT{VmF#!)1!MdrBq=azb@iovhE6xKBy_8W3LI>09o z)l*CFPrv{to|#Gw)c65Gh!v&FNHIW8VdDUU0Nb}~qb&56K>K%-3TILq=#<~wV1k6j z1^7SuFkX}#9;!&~-5X&6CE@Jpdbd75U!=LI>Gx@MSMz=T{pqJ?U(oX>1n|dH3BW4# zx%*AvHoePQE!*p)tg^He=HYTPNB3f5+`=53nM1~Ll7V1dgXP-rRfN-96^HIybZSgv za=Zy6QyU?Vtm!?hhEfqe_z?omgOs4AuV```Bm$bXUsU`JcWunbDKfNf=&IrebL8as z#C^n#vib|N$CR&0!-l~q;XSm7d!L#_{n(dL8P{x+t-EQQT|cv;6~!tdPI`pq77%8G z#sG4&@bYc#BU-KA>k%V2Ze}^9I5Jqolg%L-982slamSFa@5hZOP}qqX4}VRoplNwh z`T0uDex3%BP{sqZnu@-X5ni?Em(9;M=%qELB;pPC(fDFpd~IWh;2EQ42wrN@ z50z!L^)J#!vf~yXUXD}PUy@cRq?3DcRQE4mL|X3ue8|XB?I&XFRx!WA&RbdR6gvml|uWnD*U&fPNEEFNs7bohsif3HbZo9HA|VFg%uQ zmv|&k`WFHkxmvw11WkQ`6#9S7yWvz1KBS}Ocx_yhgrRvlEN2z1eF%igmXHv3c6MVX zCFK46eHB}}DZREE?+N;e?Z`+^f9QYLJTMp<+176n_Zz^@{26KtGt1Vb1yB`)=&)vQ zjUN&>snu~3n*x%Y|7N%a?UVOTXG)gm6_yk=7oJ{hi-7=E2#pG=KUp3=p1eoiI3$i) zV||U6oxlU4pUv%34!mwejih@y;2r1~Wh$SW*BTFC1q{2T-#~sLxLwsAz_5tdB}3#u z##y-Z@42sYo@^u0<2jrIYX$ESom<+sW9H z8&JZ^z4bs~@5qQnz%l+p_pm_sHB}iHdiqR^`+010CB~rPGf~h(KJ-P5W zhZ0{ULqta>tpziceAzn9=uwF?gAs`J|;3FP7p#|D{O@doM1q}pgYImijkSE zm1c&VUkkyj#?AUdSFN@w34!o8|0Gqj^wQ*2>GkiuqER^?L)cm>9@%(f50l9{`XhFV zvB650_W21VZ14rLQf`68eEH@d3#;3x(pagzz#e)V=dv&>BsZ7JvSqNoEihkFBM0N- zufi!OAph6ArA$AY7l-oMpSiqDtkWupmME~fJ(%bMgL0@`PS+vH_PLQZ1zu{M`hp;D zrt?I(40%~AOZBc91uZQ-4orz(kHDcgQvlxIAcPUT_oltU%RTnzp5n)zcqSb!Z38b4 z&t3w#B%fn)_>hTLriv7o5x8z(1ri0CWr7?Z+nz>r&RAimUK5LYd4un_^Tb{H`_}`$ z4S)6#S7B&p*EsAFY;-s&cmSs5Vls-&JXdZEof#fAJVyzIzE&W$ zzA`Vq_+_!0pIY;&qR`MxY~`|LhRh05i{!g*N+jVQx!uXCxN%KP9p_V|xn%GYH-0=NoVK_{t&QG754J^-(R6sUS%ptO53;o#hPW<}V*)14s{_FK|*82ekZqdHS{V5YzUM z%j-XX{pG1e6ctH64s&od((>m{&4XDjyX6B$(HG{QO+AIvURcafg-QA6ZJ_t!>eU+N zec#tEceK@ObXn7+Ku*1*m&*wl1};8KPHI+i#&uH*Shqr28EY=e{Ib4>@=#)(#FlxT zwOtgxO!SKS#>Umj+^^1!6vs_98dd=A&c6<1@Fp5e!qqNG5kTTQ{?<+u=S_j6Ew!ez zinOdg+Fq{^z-F}kU)uObVV1l_!#I`|liVzn6@kFon+0V?Ot#~2n<0zO zhq+L6`aoFi(xn>ejW}#b&}uFM}F!6l46>4x$-j4#|Q7&E@#W0 zJ-&$_<2d7!77g+0sj|ZgvK?j#Un_UlU&4rE7L2)Jq)cVUCFU+a;GbwHyfc~4^Rbk{ zQyxv3bmkr)7f|6u>wlEzh=u8jFIvgzc6^tPSH?`cNW1xZRQ$ER!)(Ig72}f}X&S4zLdn zJEtt@fg=#+NfUe%FI4am-x^2@j5OJ9l7+Il0x)WOhvtBf>-Q*waTP};O-ZWGz=RYc#(r-#xHS?v9j|jeJYcsv>am* z)LuhqDnc?c*)ugkB>-U&R$}bSHi8!HWn3p%f|Obm&J85O)`QtXSH^s=X0_hej*gC@ zJkhY+%F5^p60+0dGRIZ^A7Fixq^kY zG0-YC#Jkd3^r9fw*6PW_u`}Pf5rs8v^wvUR6j09)3m!fPnYtQW7^_9}ab8*(nVM|< zh}42`{I4FvW6Enl_x!#;MaEQP_uU;9K2kf;2keI;BG$Kg=D-w067at3$Lyj4UhgXuBk zA1CVisHe`TSx|+aufR+iQt}IHrbpj$>SNbRH@{B2pj4I$J@OdcoHZ;x55~&d&9;iD zk+0^wA+4j~3zv*f(}||6N$N86!o3L-`1N2~OpLt4%klRju9Tljl~`YZ>N2?rPwn zLp(Z3DGkSLKG@DSy;RK{J66s3I8nw zNDCVp{G+Vd24kED4Hc0sX2GO>YDPW~&BNulqXGIG6iDwO%Kb_~=9$I>R zH8xGkz{kd|cgI?ZV!8B%cQC$M!&d97&z7Fw8j_$gDy@>!*s1UeO@Vb78%k97x@C{Z zA2dR=UkZmNoe!Y>tMOC4eU&mG3TyPGIgUe;X652x89Qlpq&~-Z6Fja>tt)OTc}0AH zcVlv9Nh&5vEEdaQhGs3DlM(E_Ciz$rfih20`SP7`tcaxJff04Vr1m`DX4s!^fX)KP z2+ocvNw?XI0MZsJcsPsE&eMJVHE~-NORo=?777TWUJ3t!*S|kW=nlwh&}xtvjkp@h z<0y4(2PEbA>s-WZIz(kz+W;vKGO76#uk9=G#{hoMYjQho5f{!^{Ij2CZYt|ODoYOL z7Gj~0Z_75#g)n$F zi2kKiBAlsMYZRNj6o(fMv)>exY_9^;#gJd~k}Lp< z+GybiOXy<~IVb68->~*ZtJrcNCyg_$)FtL>;gxUZU2*;ByTO3yV*!C4NZvY$9yW~T zRX{&9hS--vwmToW2;m@TlV+3UufFO<4SvmZrnM({(|92tU%zx_kFWUlHGRXTr>9ra z)`oq8OT%Cym@E&-|2sPyTorqkd2#~XeP3nI@4Sw<_&LosJ|vWh(QM}ns`Gd;zw2Go zK?IolC|rKyOfcjY6o{UGqXl-ZCd&&Sua{kysx9koy5E7vM(GjDXXVuRVy&&&7>5i6 zCY;;(U5Ol|RgL-@vrx-W^xk-?atjBb8@ZQIM3=i`aCF=1&CLg0Aj&z}+_hPi zy7JczNHHMzu3_64q^3r-7^Rt;PCWyTG%ejUoi0cf?U}AR#e&p+$Dc>BM<$LRm#U9@ z%J)dKp@33gv7-MtJjSFtltT`R{NVbNO; zWN=K%6L0L^gedJkj+|n#P#hTslh{y_;)Q9ELvgYcTLYPe)5X|Lbh*l}@+={ipSaRn z%?c6ZhW_s@ia%4QUe`M&UkYk)LOp3v3c&Pn`u7#sjSaF@`<2wHk2)sP)yYe;(*%3m zvljSG8$!N>NAx#Wxo=o|?Vp}UGzS|A{aTfnv2gnXlHOP(I3!%m0%aBnG1dJ0Cxr}; zSlB!Rr&u<6U7D8*cFJ)ii3Q1-NDCs4euhi0R&orp5HYT*19tF$_NVy@Y+s{dbwx6x zZp{gQHnpo%!o5Q)=m)gxI>^|(0XKevf~WUx{zVEj@=v4y%HDoH>%2#f(00CDzmridm1qRf&g2@4N$i*W2aLR3#^!vnO=k$c+ef_yb7%*Xk0&%@N}^nraps!uXs3%CIe(yDS;6; ze__zHHepkoxsEVNj)q01VEQnL5KxHkppKSFc%kf9m4h!pe2Xcx%A*s{1r-UKfw}*e zrT$RT)Ho=+fHH;Qctn_JX+1lnv?=l0OSZdDKPXI>JN|DzS551fMIH68G`H?~;)pDY z5TxEA$k|VQ871o^p)P?(n^-~BNOZ9#o@J0oTHXB^*b)Tmga9OOTu$W0zBe_&|BA|7 zRaBv3`f=yct38k1TVFp531!DjRyInn)1z+Gq9FyZ6CciCVI>(9JdS3xb^D~Joks@^ z&KDy*2@Vd|?sNFuVWi~}Bq&Y6#m$ZXcHh7CJ__0QG7pK}s=yJ4RqW+Djo{rgCV49NX=%>CTsYnPs#X^^u)4i|Dj%s-Hl1z4oQE zX&fbC`=+p-uR?7dJf`maB2XP^Y3glH+!T|!R*91aYifd!b(X&*(}hr^EAB;s>9dCC zG6DKAOu?Yw`VMM{D52AeU}SUJrP6HBNTwE7re*$jf%<+vP$f;=GO;mJS<)w&tV(If zZ>90;wN!sXC6z;c6_?Dn-PE=3yt&_})iBh@pfi9M>m%Twqg_8?R5(KBVS|XwJY;U? zG+K!uV~@Fg(}& zxF<^VD(3LZs|O&KIXY(O@u2O#wslUiZ5&z`C(1n7csE=Zz4CN;??9zmQF_QYB(N1_ z)qg3Jqf83jE3=WYKuRanW;oD|;{A1&nt^BA$j$exp8{iI9dCb_L;N=3tc&mJp!t|q zbJiZTd{w!kEY>w5U*PD)i|S&;Lsh>Jc%gi~D4VnhW4v4Eg}4CQBDa}eQY*)(ZGMrt z9|-E`y3u*lrV4GWz&}_4ZK(|18@$MHVc=H(W4Nn7WW$M}{n855+x_=0`u55}CiyqM zOOZCxt-%W%R?$=;t?)9?ELs+@wd@32ApJ|xK@Q}bu}lf9E$H!HL{|de$JS)P%V7rQ z{}3n#lB2{2QC+LUq&TJS4}v%IGWzp(RS!AehM1+G?2>b&DWpl%Y>B-?Iqha&3Hw@w z!iAg=d1Z&^$7uz@62~6Gl52fbjQa+5UaE94`L}UWJ${e(6+;GxKt5^ty%!Wn8uwvn zOq@4hJo2}XPmB!OgeUQ=&P==wmQZq+E=jsps_>Vm4y1D};#zL5d;0SC#p)2-)#ki# z&{zU)Fq+!%l*<&`RTW4)0AV;~We0$dZa~qj+D#w3iLMT)1pZG_s>4c#5rn~~! zc!7r@5w)L=vray7veVpTVJmg!8qjNY=8CHT>QpSCDVE>fu4A{+i3=@JMotMkTRwiu zK9`u0vsud)jd&8j)!o^@3=<uj-xbe{7&;PoHyznzQ#|;t%@^2z`r=Tt9BIs2f*k;AXtZtUa z0Tpg(8%^#=Dm}4IFO$EYeFst`5zkIAJkFKxrhj+Y5K3!Lp3q2m)~e0YwKYIrd33%n ziCVLT;Ct&byYQu%uYW9i{B`NKQDc7+S{JZt*UA&mYw+gt`7UJL`%MgWcRL zBuTJuwWdMi)E3pYQO9 zOC*ICyjEYuBGbDu%*8w|C0Q5=f zEHe|0o#kh5FcbT3EE2|J8OxStu$kWbl5UDd{bb?OTE56&yttUMZe}ckzd}WB!Z?sx z#Hjt%?o{Y@=^xd?s#E*WJ9&oBYpBp`YoE6Z8g5k<+7D?|Y#N7Vmts83xm-iD`0EF46+3nl;B51nQAZki5R+gRpy34gf`Dra+iy3eG5 zz%*2&+>|;*C3Q$(??Th-FrA(w2PQ0stCVY$=HzD}6UKDt{#j`CB?%e4>R_5?& z&BgY5=Q@rU;sW;~2?FKAs8h zVWNYfCV)Ty0*!`&5kL(#FvRjankEH?nl<9e*^V#A?nBxBANS6hH7}AfUmcy=?o)J) z*I({yU5-^q!pkC2cAjo^4WG`6h(DjAw$=n~CfiauM1YitG9KGOpq1F@VSK*Qm%(JI#r?$$gA}S%r2n_|G=w<2+eCh> z3_is`{wsyV!6<1-NjJ6@@nk|S3!_q8;Dgv2^0t$Uk<#OxAyT(LLZvr>0AHi*fT3@@ z6!eiK*bo>O01dWRs_QlSF|R*?E(NqAH{;2I{sz20RZKx_H$ryBVgwUTwOulA7oXc-Xzb>0TCE%$CGQkyeG*?jfT? zW-bC%MEuoX$)c5MmclQ=x1eG5mu6yfQq=0X6oMFn7a=07Npl|LpaBmkB_J5r;~%-4 zq?MI0{%Pc?mi*}&$45CwY}%i z9#au^Mk5=Sx_ZUvt?V`lPdH}u5rT%n;PM9don<1OEc*&K` ztS$(qavD|C&wFr6X-HrFQ2F^AmY`D&GdnmqYd>t>-bXD5AdbnPtk%s_YyaE2{&P?-pgxj_VnwRQkAwrgPOs0FvNuwb!QRWm|SFmphcPwP-E=&{o`!}{tPu7G52 z`+mw!(!bvRQz4)?LH$b}G$E~e*tZJ3zQ*~=l8>1$?3(2uzuO$ZV7}HeKRJCXK?vTj z3*u~!k+LUW?+rch8wBBhV;+(;uXmz$hs{T3?sZ-m3lWOOrJ@dR`Q!;7%1#2psF)bj zeiTSP3M()CBvqzS38nCqU?+6QxpE|BwXC#+3%qfcZMwSLXgJ+BjUcbO>a|tD@9>d@($DcpEdF`5Frc{xC?o~yXF;G|1z+2?0v?yTCqfta3lxd}ex`+?F?OEPp)4Gv9Ab(Seaqg@^v574A&nZ)qaOuw)Svy13h=|0VTrOimur#51$Bwx#sr+jyFa!d*r7aGitf#a@a z#S$JTLRh7ZE6??&<}hkQ@;Y@=_GrvsU1Oj#EkIhT2;gA6whe`llRljCVGg53W9a1c zGk7LA^ZruTGR5#6Nv!3=z)Bm{D7ILa1X;+Ydod zVJ;DMvI=>Q;+G`IQY{>RnqUW|{VAnMqgk;D09>w?c5Y}=0F-lDvM~NIKi4mKe`(g| zDW>i;XphHbjNlMrd3D#w&nPx; z=_%<}IDr_G;!$tmr zLK;xHZQ2)dG|D9C9yaWd%iZ6sGl&u+;aYPT8VdFH+)!Rl)9Z5wk41OXPz@(0^6eWH z1~&GX{oMTd`-yE!R?oMo?1_@eidL*}Skqa}9x#9)1!Ln2SaH|eF)!ZZythJox=<+- z7rMNgEWw})D=X!Y0d`)Iq2dpHUiSkC+zmfQtrjE&j5T7S$7=l!lFzge)6KzA0^Wzo z&-WWao9^3JWd6B4%JalTw7=`?RYUNh#+J~b?i-#|sT^cz5#d^N#l&sZKbZ^%h3-VL zP+B#<*^MxbkpYCKb6h7=cp8d56_-49%f?Mqm&|dC*Gzcuq_leMDl^E}?Dh`?Q`oh(M5Dm77f6w@DV zp5PQwM!if}!M3YNzi%fi5|2Sf(Z(1XjNrG*pZj+>7SIvz8ENalf6&h*Nf6l!uDtw- zQuN(En?L<5cbQxh1T~RT3f}_gyz;;d6uMe9{jjk1R=p(ncSen_PH#YG#~*_D1<>HL z=VOuwBr+@^st_Mz(Bfi`{h_?zN1Uw@Ta+~P!pXS;o#l}?Zs<;Xnd*|3Xh^ZV`yy%gvv zFR~exZ!M{O_9k)xKX^8TiaADl`UOX8io2BA4>4L;tqS}>Hr8G(Fk(ba_DtUTt?fU& zOqqn=AAVy&=5kx0EP2|wi}vq5=;4K2%juI0opd(hu9|E97N?SJ4Y)&Pl)6@W59Iy} zN_)=(q96b@9~Yhu+dOEDPQU|XvLu!oNp#kE%r zEBZItz|THXaU?Hzfx_OtwpH1@lGgT_!uG8>0q&O64&Cgc0d~7v=WOQz}(J^yn7~v(U53;eyO#l-f7u_gfjZ|qJvn#W5bh2%Kx;gr62Niv9Dac z!icZWw}5NsAC?lJq#(6z03GbDKNZy~1IbF%8{L;}j|N9l2!8h605ouGm>Guk-|XdI zheKzL8OMCPcH^t~+ zno&9DA^P%ltknC*w75h5-4y5w@|p0DYN%jXa3_vTs=5*BYxWZPkQ__-2BS_pR#uJm{7p?n5cfR@+NX{vZ8dzbZS8hFMln3mk0S$oKOmZ z#uN>XpjL+wBL{R=k_VxhJo(q_J6a+7Z&_Gub5>c30cIxA|sV4?&EAt4Yw2L%I}Ku!lGDlFL4f=;!Z?+|drK=6ip#w^x> zli2CG!@G|XLcmuPJ_$5N5^4=0;UKEaUQG;;=)L{`Ft9bZ!uwEDHo(KI_k4;-X)t;Qzj#Q#zd5SdLXvXjL?S%exPr zJ{}|`Ye&`bV-&)SBk9;!yN7zRKj_E$GHy#=nVuL&fXnHq6GH401hZ*xJ);N5=Kxo3 z8Py~D2`+(hm2&E0=q_g*1tbI8FR4j z+UmQ{(PwTA>)(FDRA@_2eQ%=Bccm^*vrKpb0OJ>G_oW$k#=uJQ(VLlJbY&{Hmrkc> z_x{CDj#M(;4}i)sDd_6O;C%6cK!!IGMpr9s;e(w zwB`j(FR55ern5>C3HlMp$jB7Jso-6DUwRWi{W+MJQj&>?Fg>m>;sNph4OjU7I7MJhfjv(+3Xba+mzowF;mkEYt=*KmyBeG+-c zkR7nSe&X}-Mm12=bC0d9-b``b@37Q-uONGSdCBKuIb|1&Z{?aKrENiJ?v&k3M{6Z3 zh50<*h$qdOVJ`I4kR{PF|M$LF{{TK5bM=q7YomljK{hRd@VH%?S# zji~p;&su6GQXTp?0P#5+9V!XH>$5`rwzkH*!zqpj2_N8VG?oGrw!Bdl#34AScs=!* z916<&0q47pfivQ^DWCvnx0-a;5d*1{+shkbWaXlyL_ho$gBs>HUE>j;U4$|+M{H3N zXiW;Ha$rJ06@i8xh^OfN5r>Zw)O~@-?HF8Q4>HvzEVHfGCAZhcf$-Hv$@OvoEV?y0 zJKNmMgbYTco{D~guPo>kFh9DI!{NN-5mQXR5}*QenWy+`o!_k)0|uYr%AEnMNxuu< zfVZ+HC7NgoHaG_{kfU8%4h4>GvsDltt4NgtMrOcEi>VMr|Z$7q#PBTr6 z^caZ_&;Vc=ZG45h`JD+Z3cP|W>@uexf{oaduUS~>( zom3^ZfQQOVQ#18k;rmF4XqXGO;x-Q>%-1^iN?oI&M0!XCMXZRtppPYwqT30Xtgs6O zoXP~HKj&>E?mSV50`yF9E(2-q1O+I9r8%SPC$_|D1MJqFPAu!#wU6oFT+5g8hV6r@ zryu&xG=P!P{4Vo=N3S~h6>O;D7t?#l8aj!;;4vhWD4M89HqJ3#T61+%)%v{;t^xA| zabunq5fD8<^aus_qx9%fxr({biEx>YG{jPQB1Kx36v6W60)CCp`(5()>RafbZ=eYS zj*{^XDG21QY3DTJ z4K9rqssfqk-5%fS8#=O_(?R7h`_9!8CR90s)p|n<_sEit70eID>35D)l4?avcvV;_LUj6lT4TMnGH)_}{PB5*Ummp@iVHhbWvfeSxoC4~lJldjPi7X^z1w zQT%4OtXgcGB+bUMG_bt7+~&9%0NC7@V4K!sQrzo3oF{&9@k;Cj*B=ZNqf8!U6Gy+k_=pxF7@5r#o6@ z?1oOKP*(t5?;t~6^vmgREHbjHtz^Iw5~1xUnrBzR^~g~KUSY<-MkcR&wT->~lx?Vg z_kYc7;{jd!p8Fw4c`!B*$Z_s4-}UcplE8=N%vpa-f0>Uc&bn6QB>LBXewcm^11 znAXD$Zx0 zn%ce^*nU0>X1P9ivYYQ?YJwzyXJIPn9;so!lmr9ff)>2L^(FS?2l(<>K6~hX-#Yev zArYSYgSxz-IQ$M6?blh`hyRj?c|jtS$ma&+^>~1aLjfh~g;+5^i{~Q8hKFZ`==Hri zwHXJDrJS980yh#%><^pgpL!qZS}`74o>`6tmhQPsn^l3)$hM+~9i-Y-td^)qc6F9^ zNTsH&@DhLkfRfg~<)r>GZ?4?r`ie{bnp70k=kTI&1^t=^?pkJY?n+tGB)7`fq0;H*v0Uc36ypU2c_ zzl~!q{&4IPIZb|f&myyueGg28eFii|H>H!9I;lTj)Xi|If`!IyZie78qhz+6`jkvU zHs+AY;W4M>`%r0cvNTd$6Qlx3iYdFk(mm)JeX0z$;U7x6{HA}B{l}< z;b<+R#wku?HUi}w)XvrgFD^|9B1B6hZ2p%okJu3S<%@UZUL+=|)KKur*X<=f&vW_$ zET%o}_CsD~50BaAslz1a!^w~bw{@No(L9vWt)h>*Y|r8J&xa08!*%yzT-yKiHq3Up zrl3%#f**BJ_jmU>T}Xg>b!^4ah%Og}M6hY#Q{bH~v*9F@bWw8g2k%8IxZC+!nLauS z1~kxLI_kN!FFTizL3Z3%*R+O)bdkY%XeB;(HFyI2mZFi^d>m!22EC2gQ;)?xIP&Fi z{lYMgK0vsi|05Og^XODiU#=8ol1`_Rjt&hEFYhZCqfsO-f%_1AKe{-xHAeO?Eerm% z2Mhjcyoy{ya8wQ(|##S6^rJZOV^yL_B@cvsJ4dBw%T3>TI`iJoJ7 zeQu&yQ}iK?S;?{TL4V6`kom_z*9b5Zmu~e1xPM`%V&xm>}(h#NU&Ky`99L zY=iTBNDM{kya`}1U3N*xXe(o!dGlT3ed!ujf+&l5`k@puo?Q_3t7o;-d$9)h&}u&A zmr3tz3gXw;CUc7td5aR9TR?O|PV4oDMSDI4?v}-E94 zHNe~NB+tRb+Tlb`8-Hp_ACkD>PTpgSU}$#>4tMU=V1QsGCLC@{l7r#IE@7?Pvrz;J z(9a43*iyf^ASHPickiG`5lH9(zZx#v759^Sf@?pU!guaN5sj1GuSUK>X$D8YmLjqb z1Fd@!EnTDOi+^qu-kAjowFZ-qNq1gQ#6SdQV?|I>ha~?7S1QQlfI3KrlfkEZ(lbg@|}{wze+$ zU3zac>%2K$)dh!rpv$ znG3k`Q2Ncy2N*^gF|s|taHTu95-!!Qlc;jQOkB2_q8IO8;2ECE+69*~oiATnczJp0 z|I0I&G7Iqf*DKNm_TyE@lUz~ehZ;5 zeOIoss~5`iC3dyi$ed<3=bVP``x)|#_Vu=>gd{IqUyNSB7%e}m8@$-3?Ku#$o$ly4 z-@)OCJI`;{F{kNCvwr!-`C`y|#Aq!gH{uw=w7nRtEIBH%4{+WIvWf9eba(8Y9yC0h78cor-C2wL5kc{;gw5Y$zx zh-0{Lvp{nneZ*YiK1G28^`{#z{_q--F9=G$7~GzAMuvO)h~}#r-j&5&|3;rhAB31$I_eyr z7aWv&EmLBPVfI;g6H-3t%-^}g>{Ggl8lotZ2lYSDnf<08&7TMC0Zbs(AK2%N%A0w5 z+P`6y@mArr!cm#TN{l;PLQp7|=7L4q9upN%Ebp(*FB{xB?PP5E1<^YXsgfARKt zRh7OaL}Nq&@`FPV(;E|dzkhg;UA@M779WcERDP)W?&1CF|7O=C9!T`I2Gec*1yP5c&@G&T+DF%HmOn$ z$a1ngFPmhDC5CV@)SyCcR{4J^x^xEL&$b_gtV#|^(vuqK!S?`@DbRBe*5dEkX^oSF5 zKe#K2e75${Z_B?v($Y@{O^7lr-B;igvWw?n;acO}yFog`*ZJJe?$Ghph&};U%nG3M z;1Q8awhje+WQUzNRNjE6ki)8$Wd19?YMalH9G|!TY==S_)a^+lEd@|;<`1u(`Z8Dpe}!3 zB_>jL@JFeAtN7DEMZmUTuCK09qwhkXO2(JLSW6_U#G|OS4Y7djy3VG>t zLqa;|Hd)jC#J}2g-AY;0mvpn@mvsx`C=WF(a1t>JOEF@RV&W_0w5blnn zIk4Gv|F8;;MW?5vG|6LP#*{qx=zj(NwB>nd1q~s$>(KY&>Kk-N9=N)_rCf^AYx>^q zdKI2QX7WuCRP@s~hc$8+FT$rzY#GK5QS@(n3ubu#Qb)`E_y2X0UuCET(Ug;HL*X*(?*lVav!G_?033iEDx6=5;sjr;_o%Lg>)uGn^zq)2Jd-k*E-Zw6oHuHFC6%5rvD=qrR zOu|-tX$Ks?+G-0c#2NdiY?qB5&?~0KjE@m?1^RUCp?^>2g+MR7@WW&a^&RPH994zz zZ(MdDukk5*fZEhsHMB#;?gE}w*Bw(D)m_yxQ(l;Zn4X*J@BvLbh~OuG2-Jz>Pe|CS zAz_Ro(Fb$CgAX4c^JwVlk!NJ=vY=d!xk$nmCR%PYa+qMlp#Br+Z82h1l4r(RnxzbB zK#V`P!>)ci$9~B6J#TBOa~S*x)JA~A0Dz{+Mn_JfybNk>M`TRu1M$JZ@Td*~JamRa zo2v|)fqAYl+riC&3Af6Z*!kx@`D?X|2{D zy7^*%E*F{z@gdC$stI<|-<6~7<(0g{6V0pf8wcr0R+_LG_FrX{zBDTb-exSEpU>wc zmTAs)sU{CWr_|z~kACpkJ*|}~O26ZTv>AOb9Xm6f!Jot@ZV9{rFS-l<3gt)noLTzd zkGQE*{vdGxfn&brthQ>+bH9=9oLpmyi@-G4~n!6(%Fgth$La^>l6O6GvS zBdZ2W@8Ro?_rm5nfRy}36m-W!VZG30{W5Rved0RFaK(!g3=#}L&=3*j>&oF&e^o)c zz$1qSr1d$dh9I)GuWd0IKweIMp~HmWK#|sg1jQA&y$z1_k=jN65y!9@Z>?GQmEa`Xq%!ur@uhi@ZPfVQ4K9GvESE?$12Cd3~*PZh+kA#K5! zj&_WiH>r4GzS)UhLA;ifHaD)T##9Np1Y@edxC-m3n>IJ;GQN1><0xqL1l+>&mH*kX zQtz25hC>4%27b?BqoXpO|AtYOK;;*5=YNBz>z2sQJ|#r6PI2uTd>r_{ADCksTwh(J zhqVHIV<<@IjIKJ^PrD3ytp8fwA8$uv1Cz;Fv1r3`mTc^6ZsGZIY|zix$(#n%L+J za;$lunJ2Tp_=pk%$Z37oG3Mvwf*AVbayB?nYyTG34=agm3Rn}3@X0g)&561m@7Ux}1}Q+7O~1Odmw{6bbq6Xp2`N;QYJjC7 z2~;)(AtXs;D2u6+yNwM80SjkMA6y_yfR31Kla$V))@G9cjZF?U!Rm6CloA5epcSG* zCWg}s-(VRqq`02;9?V{_Q}71Rb{yMK^sZ6H-rns1`+m#T*0y}Q0CO=Ly6SbT`*m#7 z|3qi=dA>yOCH(^OlSHYIhG*A-3Xt`wm!4lW&Vn3XIPHG$cKJ#QuQoMhYYF*t<%xB@ zfF`^@sJ8E z5_`=XoSPvU+~RMUzSTB_$EA?Plf|ODcgK8eOZF-}^pG`eyGC#kjk3P@=oWn(l_j-W z1Jla)%y8e9oFVBv!*9vY^({Hy*+a(FLT|2BtQ<58X%h2L-u*J9Om_r|VT zkB{Nk+rKd7D3)9f`x*cWkIai;6tWoC`Vh>JGxB!1s#wz6s&gQ=i1OF?9_ZtB0S)`f zQYUF~fyS7YsRARmn2Y}m%>&{4DMQs}6wI{p&!on5G|CT7%)4GXIq?KO1~9aWnVzUg zl!z{Yg0BLZ*Pt22lnHF{N#yVvBZdTEb_!(rQL4^u%?)>%>r2-|+ci z$x&a$D?Z-2OsIoCZgiJG`AEFljOjkW@x@9anFZho($TIz-|JMrom}1bLzAOhQj8}- z((TpHT6Ry#xfO}6Fp7`fL$YpfWy)3D{bZj~$+#msHK|+ga={Cy+R_tkL%atVZYV9F ztIP)EzrB}okutwiHy2QebRx8_2cvKCD8U3TMmU+;s3sr$aC5&r)>~P~HQ>*UYfJK0 zVEB7s9VN4nlo9Z|OtqLWw#_EzZSSvnM-nn*_KDFw_TaYINj(H}R#{nD;2(*vyf9|w ztq5Uiy40`(WPweG#e&|8H9?R^Ewn8(ko(D2{OD>~aD6*hHer-D8SX|sDBhxg?(YCb zq2|1yl`{B2xyeDjXc)1GKz9#@agmk&3=spONNk>LFc#ZzP46jt7~$fh8cq}hqAGas zOA(^qrK^dFmpJYi+r`XOrK77M4g|e^kLF(rf`cQhj$~TR(e-xsgRc?$q6ebAkvsUZ>kUpJ1s8S?IJ`PjQbk@t+vMX$$tO~2i(YUz`XeA0`~C{#_0%M70; z-D}@WTwywJSHn!}XzbRq+t@7<%iSyxff=42`qE)knJ29NE%&E5R&)PMfqESsD2oz8 zkhXTbI{iy;fZ`ICDkdKByn)V_;wre&rW%_WRQuJ36N8U`W9B)&!t&algP2TFLbZXZ zi^A}zi#(tnE?S2dEYmrhzbbW=K70=zG`(9*J4$Yn=B6f0V(MOTgp#wIcFIa#3(zSeLtHonK*t}e9qB2}d$E4K=BJ{fla zD#$>7!TFv3dyYkCpYNt}=YvNSyaLDWS-8+0sd3Ye3txF)IgN{94+a`EsI%G+uEwJ* zy05)Km254IJ~c@wPeGx&JTQx#_z-Qh|5Suc##>D5F@T&!PW5_Dk<8mraB??{?)t@6 zj$irruj{_wvf%FQx=S#-{U|OBX9KxGVH-*48exr6y+`_2B(`YE=t2 z1-lh-zvn|Bgj=uU-36sSAGLZv*a6nJ7E#qltqA~>5N=jV1@H_@!`wwm9+ z56u?I+U;jfff|nkyZ6%NE%-VJ%;Xgf{MYX;XU7(RV=30c}ydx zGlL7xAhDLs$dKds?8KU@cXzkjoWFkbX=!=Z|0;%3i}Ckg;9EXdipt8Ojz<4455Aw=BA@qjQvRZO28hKRUkqpS+vpY_Vw0S+ z9A2+@q-?f~cHC`XJgTt4%CH%0ehFQoscFiT`}Fx~^y zOvI+NLv7L4x z-KYPajV9ANkLiM<@4%*iiVztm82*m4tB)QO8ra>-ufO@qo2H%J$jh33FPh$9wI>ao zCiTpH5$}b0vHm2!-ZD|PrUJiM&;fDmJTUY^8T zT!BjC>!%ju=hr7ej*bF6lceQ{9Y?7h&9v7Q3IXAeXxhWNEn1msY8nLtWtCrR7?z$}~2+(c!{6(UrdNhN2Yc2<0F{IDKc4Q6yFi_|~iIrqo& zrb_ex^NxwG(!+>{<Pj3rnh7WuiahfS2v3GZ>`z!>41eS9$KhZz{ge ze2oA7u>Vt?SRXbNFmzrS3fvCzqo!5D2^0axP$gotSua=BiH4?H9LE2#^6?wc-ON-6 ztjO@P^z^3Io*xXJ+kX)H;oN}Sp)w?;royYPkF2h&IPDYym*&Zd4sn{fP8gce^$t0( z+r=P18#riAj`NlD)=h?tu}2Fe$M%j)9o0?K8RzQ8ID+Md)ih+(Sy8{m)7uyp_vEvy zistWTz1eqOjs8uo*79{#uJNEBcR(WiLZv~)CNAnH0|OEKD2ar`=qDr@1gKmKPb7=; z499Mryi9RQE-7H0S}-Z+1`p6O^5ozSV&l!5Kc06}I_HP>Lqq#Dxo4S{8$G`5n3H-* zlY2LHUcIDVDBim?JBtcdz>*CfRab04dpNLd| z3D>^@E8_T1ye#>Y|r59D>&fi&Tno{!h9m)0X- z>f$tDdp!sOq%RAi#B1*{tIoS)DfGdvZx9H>MV>*Sk_4WGTNs$U?&n|Kxcw$wPrNrT zvc1nCjcvBr-M#j%6$Jqwo2#9jo%i4H8hixJz;!A6oW1*&(#gr0HfITz|Tdv9uTGuur zUyW@%TfJ}3d9#+3T>Z|}FWf8a_Y4fm#d=8s-&YB^)wJS4z~87Ogg8UvgC1c2x`Kv+ zB~t5O0yHzrJMOGqq4>UM?^JrzPdztp8L1RQ>c%udf7jex&x#W8 zhiv*49HFGmYV6c`&dl73@#xwqRg)Bo$Yt-yh!)n*$Kc|d5{|#b4$9P}>OX6@8%1F; z#);zmciRjwv9TG#MNnw9pp=XfW59tjb1<=sDLX#z5Z(WyA6?sOr8CT7JgXz>tu|&C zSFuQi%yHrIW1%KWmdAUkeQ+46-O>Qku=Cr-xc*Pwz@=Vq3&m!CfO5LkiFr}$QH{yr z61eN|eXDcH)x4*7b1179m~}ijO=W>zTnR-75+$YZd>>jFHKjm5o`d(QYZGH_mgI1b z1%>YS-2(>I?5nG*SHv;F$|@@P1Um^2x3`xE1|Hkr0cmLOddsvZBP>-t^(<$`mW%cW z?9=FgHSZ~Y2LN7(l(xCN&TdE$2{$Qt5xmj}D*QKu5I8oXJYTk+H(vqbaI6<{ETjDj z1ki7>>}dlmG8PU>N9C(kUS8jk{XqaXBYKZbQG8A~dI4Yt?mTxWaJ47=)2Q@eL@|pQ z4^`x=zrg*PIb-MTY$_3>ycmE7J_PW5S`cM?)ODf6>{G6{0l`8fI=Lk#V4 z2IIcVoUWZy7q{o>&qY zKD>EM04#1fIHOX@s}{uF|sKoXpmcI;B=MY`n0?yfFPtRyJpxjCX== zDn&cJ)vtZWBEur%FPU-e1V>v9*Pt5O(*Gpz5F`PnP(dwfv>}s4isyy)np?7mOZy@~V!eqVMtnY)5~eJ1qM%6j{!yU+xd_=#YZ!(gg7nlk`L zNZNAh?=4KQg3r^WJ3%{$jX%#SIIi5&(+`tbD=RA{<{>EC7oKfuGN^)_tPa2tbQ_?+ zxv8sTMq=a^6+se?cXV{Dg%9oaaHrB(M1n!Lz6ZhkJy!t?p`$i{A+&9S4NP%?s$aPz z?ove*0UGN1>gL~wl_W;AYczG9csM@*Eri)JxIXhBx}D9DR|t@NWPqUb2$)FX+0L7Ksdgf zHTRQRd1uCoM5tFxj#Nbj0jO}DyQ}V+J4k?TOWSy8+>|h4@~g}J!(GsM6#xb1p9Hm0 zGzJ(=W^(TUnuA_Gfa=%|pgJa^SD#;223u`(R9c5G)$u8;DTjWkT}1dzr)fSM5${WG zD>u>&&+IG>{P6v$k9NHLa5N(o#1K~*u?YvgTsJj~98CW;>_}a{=hW|1^s9dFsY&r?7PKr!VT-#A$n3WB*nm3c)Z_gsCu0k=Bb>AcRDb^yR+Gq=M$}*IKoMdBAJ{^m z{5D-iOvaiH(L6_i$3`F0#6=0bi~`Z9UX8|*;16gC^Loe^8iY9{XK<0-TcOPn#=pRqW%&0Phq1E|3UBlHi3&4}+wryz0ip<}jx}5f8nt&STtc%J0 zTz6w*rr*AJ0-ap}2T#3KL9QUpxvcsW62y@MYb2G_d zyYwzeJ2wYPk}RAa&d}&ZJ{@ih%HwV_wD066-{}yUo$jX|#??q5R}rlL>Y32w9rjNxvSg2n8b`b>BVPo z3%Vc1=lzC|6dEdZI}58YPh*S7d2;UDrv|7$Sa1vIv##+eQXzrr?MS$bH@NLV^HwJs zsak}cR|`Q)pYbaitH-Uo;Um!Q9(e*qXF2TYsiz)0y#!|LzKi> zhD-&pf`DwyJ5ag3vlAb@L}SA+H7QA}Ol?$OUmMrfa#;s@pj2477k~5Jt@osWwpW(1 zyHdY;_BULAUMT#-Ci2J2?Hp+&b{qgp60MG1MTCUIzU(ycIU@gbopq&&5&`^LV&vr^ z@j1Jo3Hr%Xb>Zsc7Z-h9J>)-a?ar)b0nEp<7x+V4e_mA;;vl>+K&t(=1hA@{0p-6r zNkGsK_=ySL-b5X3?PH-v1S$}?n)B||NDtQwKx=u?*#!9#AURy(AcoMa6oW+%Co^R@A^lc6qv?l;7(^Xof0T5 z=)|8(2MHz$_|aueV&(k08i2pqXNL{vqs-3@Z3_BqGXU#A3EfSn9s}b_KhwVo6T=4#cY^G@UX|J>VDbj#pk@w50DvmE;3WWW!F;1Qz z@2h6mtpV1L1Oqx6X@kHi6e6MUXdZI~=(~Vwne#jMy%pQ(J>OY;9HoKWxO3V`<9Ml% zA>-OiQt(?I#x2ABiMiuJz)8e+dGqxQQ7|_NjS^YzA)pNZ8Xq@>K@YBCQXA5An+1m! zKP}QYwcb7!5Fdw5q1SU0dAaM^{quctQ?R&v`a(IE%DC7F(7^#}glpEEx09)Nfpoe3 z0nx{A`ucW*yN(@}OHtU2SkC+7wHd#D@jXELvi3${yPW5g86JuN;=e_u&`ySFDO`Ih zUsrqn{(fT;EV-52)iTF!Rx@HHUG-TrheXJDfea?;Mny2GltbmzMzJB-qQF=dffzlQ z)VV#c-{_72EWig2Yi&=mQua4D0ZMoFIuy1gs99uSRvmfaYmZ8b7yWg*W&GKQi}^%D z4z6~)+){e;FWb_N>GD#GPe6cE{n}}GBF?Ac`)81p_+i4%j@SX*w{wcfzse`34`ki{ zpK!ie5jZ$hrrNSgtL4f8=5d3eX>@;j!;D1Pr-6(aheA25b>KF-(VZC8sLsEExwOOG z@!Veo=pxtr=?xd!MpxQb(T5j3msz~PHTwF_1~|_Vr}=jF*Zi&YoVK#Cn7)!kr@*ad z9)b63lY!#nqBjJLpusSi7NT;S-J6vGNFIPua{Oh#(oiPu@Lo3M_q^hd2o)s=G7wU4 zwLrrU7(A6&_|<55~9lC#wd?LgLl!Xx?I@~RZA>} zXHV_F9|f?eXtdMc4MyM~`}qn+-LoEF6O?Fzi@?m#(@6R*nim~JyE2@;Jukpq)D4SC zzbS<(G!IDUe+I;5*o~XcmvJxPLc1K46fe6a8a4usv`&f8jYX*uWNqzx>#_T@ zbb4bbd8TlFty>G86LUb#*v7g-1CbliYoibz=Xw|xw??!X8^hMhs;?jw00|_OsmYvg zb{oLs0wBqmP~k8U;&tQKg;l%NiZI1bpa3VMR?8Lz&@<860QCH;_mam7dJUC$>2e)P z0c9MOzbRNu1G|p&W?WAH!Yj+muQPF#I*8V+lfDE44ld!i($zIsLq$C*R{!#O4!Kqs z#zxDDdU&@zQsBE4Vba-cnCNs^xM6cL*+&dz@5tQvSe=S=Fm0?k_OK}?_p zU*kex4=Czs=6Hv*4om$>?D71@j#PqRMA3?3`Nx9>{ct3}w1hQc7Qtj+D<9$1Vbv&J zcg;@HE!YFANlFI$zYquEXl&SS@E=v(M&&9Lk|$WKX30dt%Pm}V#Ar&>GZ%d8pv zxI@AS8N?edJ62EtBPny43f*EFt+_*5kRd4bmzW)@uJS&W7%f1INKZ{I=>-2A$qnd! zEzHe*Z@sB<)~tGN=G^o-xd=fS0{SMPTa8!y8TPMl*Q0wG3xyNh%_4bm>+9=TcLVSx zS#ICD@W6{>rgtF46*>aUsQ*(yXT?4`v`V)tjvN$XV^?2Jms{gG*NMM_C#9Vgx4bl; z#i~#A>pzZ9nfcDr4$XA}`p0`dh5Apl$?i{Ve~*8c8yDq2ERcaH2GYT?vU2b1{`dZX z@HSmSMbC#ntb8oU_JJwbHJI2-NbkFZGEMRkgUn9jL5^l-XtrHNLBWWhm%BFy+A>{! zjkd8l7Yoe)dIMa{H6-)X(;$Gu-}%=hCYM0`;qj#etTuXxp!6sinZyjR_wmNHnn{tX zAO%!nZJ{dEo}R?WN(apbhtijpkH!Js-YUJJH~Y_C5=_t`vH)J&PiXxME-WA19Nc9# zK|0q`g54V`Gs9!<{?}*i0;ZNus2t(Jynonlfwy1mBALc5M6AL^dGO4qAy6XJSShXF zFff^j0Ots3IY6h9uA-vCR9rlC4M0a?s|_;#Rk?BMgLFq3F`3nOe}B?>zsdGyY_hQy z1cc|ot0O*M&pWZJdHvT@02mED#PRw0q6iT%n>)V?p(ZUaFTZ6E1tW0~7p2l2mVFW7 zUjJmo` z%Zdb8I;0eGVx<;xq!+u!lYZ+7BEKoiMY~VAlcoIGCze9))i%!gvl-gp{PeP0_%i^( zdA-N%H9U?ICqJUS)P`hDU=WJ`SKCww zp~-q=YLzAf6jY*hf$Qcq$}&-SKzAfJKObzq!mgBto<0;9ZIY(TjRM1^D%YW(_=GR_ zf*;Oox&-g6MB&;BBm^Hbn%&n6hoS)g8`L*Tu0g4nP2L+QT0V8@Qc|!wD*=&tRf)p} zfUgBa{CXU^g#2*OMxPlAeBMWsKYqm83^Lv{V$TiWvq`!TL2|bMLGRmI%DBc!5K1u$ zQLF8jCONX7ryp+>Q?@+y$FaW|7}D#JV2o4d)?Iy0&YPRw+!f8uGiB2?Fz=I+NQxM; zlBkJIrBf2HWN#8|nqIW1Y_q|ZT~_RM7Fl>(TSRQ4_$ixgUn&c4&4A?q|8@~oZG+gA zR8=9%)RY=qyZe1Opm1NA(1n^IyEnh}BR<(pGRud6-v^lXFq`#tE-G2p|F&7Qkac^x zuUN@~{QM)1L4^tXMqlThrTAk{9dfza*QA+yrz3hVRpd&Wkl^)j5xP77T#Qjv()n{F zB6UEq1{f;6)rxw(CPflipL172g4*FBXB>k;#lHTbLa3|*TvX}+1t-rPNN%8<0aVQ% zz^Wc0$A$>~`L33}$G)vk>hV4RQU8(xcmy)mV;gM`T@Rffoau6KF8YT@M>BTtrlzL( z1qJKyZ#|wkl%Uax zQqk000sxY4iGY}ewrW}O$D*=IEb7xq`rwKKe z+94&?MVWZdPfI6Im7_dDAp1)R6x2ZG`Axho-`M)MulZZ8@@0zlQ&oM=p#_;v^V-{O>^L~6N!a$XZ2t3MaEz@+-i{4&+?x~vc21=l)X8mm{5RD#k>x9t7wPfj*H zZtgY(%4iCtskLHhEbjy8z36(|icIgA2u~)Zvcdc**3TbG-ui}(SFk!3fBowDc^ip6 zOdb6hZ(xi?;wtmTYf-@hrcQ_(>k=Z0etZ%lD&hkTBM~B^6RciQ%%&-Rx-Pu5#?aKlQ6uTY3CXN75Q}l*F$Honitbj6g4u)I% z24wf$8?IBG556>63Y?(A<6w0fO;>(*86QhS0{1F_{$-ayPb&p5)1P0c(5f*E%x?Do z@B;=2>m2&39=5{vqBY~6_7E^Z!-0WwrE7Jj!CJNXx@3vM-r{v@a3Xve*V?!>U`Np= z)C7jqpd=#*hbcTlv}(C2ccmh>$HRGmT#47NyFqh(dZ!RdJ;<0$^SMU%6L?j7von-* zVm*Nli>vJtzefyCoC1`Gv?4W5Sq+nlfTN66wz?T^l!ChHUm5snc52RWDjNxBCYqf8 z_15H2RPw<^F)MyUae1JK!lxCt!v`^S3T=zjkaaR|P3cDU5@b@&SPIt#Omd!caR(3A ziG5CPBJT4yDZHuFKjRFur^jyu{GlMm-FoVb{U7V%VSaAX7_3rRM!o1P5K*fBfm3{G z#U9^Av?^z0(c$LELqmT2l^X0Is_+_g1oHbYHon_2WQo#`0Q>Yzy?!pfOMF!TG z;zmJd)t|mvmjDqectts{q(m~x*C7p{+S%fSW&0ma=lKjlc4QZN+k(bfd|vlN5+W=V z=`_FKd~6nlf?q||xs&igakUmUiRQ+*dIEe}g!BSfU7+6E#^e9?rm3`n`DO>X>7j z{V$l|qKM(*3EvSrv`-%(6jgK=)1E*)Cq+kTvsR#bn#_Xp6E((H<=swVVX zor)A1!90&h0DZkZc|bBB*wt__N3X!$xq9N`!lc7A@OwwXDYuLW8_Q|A;LRK?LrT-d zV^F)>w3PMlOr#@)%k-g#wSh%n+&drp@4rJ6psL)1{O^}#Itbb=Qn1v23Bo?KPZ<<{%W<25TsmI4R)YQ~m#;ldl>G8*0UQP(r^&sL+N6=V2y zI|k%*alX4LDk>_BJHI|U`qH<|8SjlI8w0^0zqt4hIy2Gp7vuS?nE#F}ynrBiDT}3R zBdPJ>>3FHRO|7YW_OB5rqJFSl97-FdLar#ibNWcRnmpWPrCk-#%^`D z@#-Qkz(N9frN8)Z$lG;wLRmzgsQWgVZn9oH;a%5s*gKCpyTcDkkziJv9wbK*W2ptw zMqgUl0LTZ~jCZbqAT}k+$Nj&C4kfq^!GKd5Ya`0&f}k8RsB~Ha28nJi8!B*22jqHW z8S_FBu!g=WE-mz{O?8n_r*Dq*5cR+3pBik{JC+xxIDE}kTL#-%2_#PB9-n?2agNBb zqb7Tv6I`MJuCFlGrT4d&Uc}i?DH9DHos5}Ta)E80{t*a}r}o|aA) z+9-ZspDXeWuf75BLK%uIuga{qX(9dYY5y<@)nj77SSv?#&{s`G`F{X}oqxfB;HQug zpZ&%f_kU_Z86>)D30?UpL!qBd#Q#MrGn&U}-fWoHu7b|PJ)2*IZsvGahw}8j1KOXp z#^dRLIh7o_8Y*el-3egX9x0KvN5HE$g#jA;18JB9Cl^w47^HLYsg2Xi+`MD~5RD3M zPg4Lp$oV9xKCd)s3W@^h)ltx=8e;8%fa{+l^EGW<-AdI0!{blE>n;1$mx+Rx@b{`} zy>_gUJNDV>X(AJX|Ei3EmaUdA%t!yC*Xc-6QD~czqvR;;I-5Qm7B3hlBX{x}VEIg$ zc`aGuA;u1w!8?Ay9yXD~;i}dA4f*#QpYdaB`hB05x(I?@MrSzc5%1P7l~M6&(YI=Wre--?6piMH&-^|;u#iJV7yqXHnO;Pqb2`8 zm_lTFA=2Rdx@}NDhQOlW4Tadvr$QOm#Xu;w2P)&RkpKF;+e9`g$2Jt@Wx&M5ZFb&#R(R3_8a)2pO< z$lDHF{wo@whP8fg&p8|Z7rr?psNl>CBPJ~JAD&a4*#0}{IUdsT-}w3YpC8s17EB2R z{npS={*}a`r0RQ>5j-$w4C08eg2c{isX|&x{{W0+0>v>;a z#WkmPMZLw*y)C6MIco#4s%e#yS(Ul5p~!-``7pmQ=vi$!=iUBrpF{u&f?$jj)5abx zHs!98=8Z47{S~#%wjPt%=D6W*blz~D1RE3JWt$My|Jgf!5?u7&a2?+fajKH#09D=5rK;i|{dB0pH z`1j7-vZL|ZdcQuIA;Y1XB!{p-i_9_>l>N-BvI+#e0{^IdA|uKx-6vkA2za-Xmsi^p zovZhLTWiNbwzvLEW9(bWL-u&qBN}L>5T#=FsK-cADW@J5603Q|FT4pcsaN7Jq-sMy+f{V-wML%b~lV zI*(cu0AJnbv8>)fM;d4lop9lq{VuSGm*$UWGzN3yN?&O#0_+-y!}8t3!_2?JY-u!d zG_fl#J*VP%*N&<>N;FKuN=WRlZ}haq7ZE5y@W5-MScJpUeNJ(!Q9Ko7XcFm1daQ+^ zc*T}X1$0)?_C8#=S7cz0mOw`ft9npmik?q`Q*5dl<1927W9&-+V52%b^L)vE;HH-> zEbm9N|4Z|n*Cpr8amB8`5D4wCbv6E%j_n~koY&FRE@Kr{l6a}58WEu9x9(Tnc1*L% z&^I0%8@p<|-k{2C?!OoWe>V+=1P2ZRqRVq%@8R*NkX{5jv#Gcvxe=e+o+w7Xxb2Ku z%{5A$xHSmlE;F8IJP?7A75=?~+2K!T-9gstHgdhFDka577>Gt(S)ydu^J)EZo{FX0 zXoH|586zw%#)KPP`ZXB;NaQ7z1MQAUkxJJ3)|5n(rn#BKphY+AuZzU~{-bY8Sf6JK zBp{jGhS=y?RVTFuqTi=I{Mz1;;dkR135NLHmaN(Zn-f3bp>R4jiZ1Y4uKK!z>@;p% z|5+ciNoZWT@Idhib6V!s)(wpy2I6j#+aXV*_cs3|(|XdFlzeOMo|;^?uCjr+39}P= z@`0cDye2?)^=5OIdsK&N=W!Fm`M%KqaXD>kK@FOku?#iQwB#@Pkt)|1*VM$JBV4FN zwKR5gWZ6zn$m=F|e|NWhrfq++&!H1Kfbgs4k`Us5n@DhHShc~3ul`oxOX8_2kd`K; zCOgw=)hO0g`G*EHF?$PD5mwpQ3?)rf*+C=edFiXP#uxmz4btk4>tMx#A_!eOGd!QY zWOD(2p6hkVWF-R1bLwKg`p&k@R9*cm-qoY|>^vQ1K!57u6^rZS&Z*RUN z1t0V#Ea1iHhP#{4!0v!lekCPs#MKETp0UvMt!=H%{hQQ;v?`v)imAQC5R~>Ezz;0@ zy1LQ47ZN0K%K&e1P}pa6W+3!m@d;bBa~e0dcGihl40+H=E&tMQ+>TKUCaRTTXsc;h zS|5sYyntgxPi_KSZ<%RnrO-HX7J1wQ(=BhJgwNAA{+=HOYkQtW7ic}EhE4qSh`(%= z4G?9D5~#4EN}%k&RFQJntyxqs+&(;T(!|YY!$F4vk%xh|o=_k+%u>yE`C55q?k4Fl z)1vGTwZ3f>mjGlfT!|Am(UEd;st>V@%y5E|+C1+$!C&yf){(#ZeovtnA9)5>`a}U^ zJ=IAD9-g;lQ~!R(bdRTBf1P9KGa3xf4v$J$cI)KUPsqMDuIr>5)AQpdtZqt6L0uMY zG7W*fHnHewiW1Uf1@<8zc@RSG?n<1u+Z28o4k1(|kby(hHLs}ANr&#(e;}!;$vkYu z4RziETY0#dPcJhnTGlc)0tiGsXz5c5H@G~k3)d!%eey7u4NYjk<^_kRW1+#8yT`R; zyD7OpNEJlBCZibET(qPg-^yEkyuVFUkzq9?GN}Uej!ri7He@6uf|VAd-7HB8$_vr} z*~5P$=mxW^8+vAVg-=q33(l>>Tv(!MYA^R*ErInO16 zndu|^Vj!tXMs~*;ih@ruz<*5O?|bR6t(L5Fm@3_Zt9lB1`c>~LI4}sBlA}>F)^|62|`a!fo#d7oPq1-Bd)VvY=M|fg!LSQ zh{`hUKsM_c30Uvw=j-j$=5vZdmzUs68k1{sI#Y|kh%Si)Q5jgP-ofGPI(%TF8kVvW zL;WHgPnJ)O0o|(j-8PDZGBq)=d@^XP>@+EEZEby7e6o4l3f%Hf%|%J|5Duv6wx>m@ z`ma-*uSM3I`kg}d*|H=4p!==y z`w)_^GL1S(K-93!cQYMchpj8K(CJ18?6R=%IBZIh5ul58{max6s;a7Xvh4j|HUvNV-kKpv(ue}0 zdTeye@VpOJH=o$2ZbHhyjDz5x8JIaa&4D}Ptg#iW-}sEg!4L;Hc90c6tf8U$QqYPk z-`6r3znY82mH4n<7H(?X(RP(5=~3{PQA#4CK>IaXjNYS19fF!D3p`%4ZhATXTg|~D z=>g?$p&D|d-@lv<9Mpel!>*&!otO%r#dpwWpF{KeG%q-Zltl$|L(0dQlje6A(Rd^Hh{RS$ z%osbBVsG`c=xSQVp6S9xd1E8-u&yqFPeP>U&HyZ)KA`jxlkf&W*3&@uyw6(?8V%l( zW7j#da^Ahcv?R8)eIlgbn@jWHEDtT6oXmPjYBpPhwFB94qGQ()n`UxVQtaGYA{5`fJ z6jLJW6;XOvSXSq6yjFir=AsT?%Sul=Vb9=I5F3r&XHYl@dr~YD=sBYz^Z9Q*}b^_Y^e9RS{!f_spkv@cbA5+LWEG_%)r+ zi4c@7_^&=MUukpMrq^XP0UPf=1=IHm|7jnsUWLxi&WT<~Jgw3q$N!x?Ocu;Os|6gY z#F^A|-`SgDu_=Uz<>7lP)8hWvCf8(AzVoZ4=q?wT{Yv*iacYOsLopBO(Vm;mz7g=v zkHt6ExmJIo08=K{>tRh~pO4y?F|XAG6;GK_v?E(a<8lUw4zWNgb#mGp9NMYuXid4X z@Zpn=6;@Un2}$YGO@FbAW~9>S>}d`l_=6ZW{%W{_6qU-EVF~|J&e`0cCa7YMYgEo~ zm?i%E0K6K-8%h21c{A|eEL#f%cZ&QA{l*S87o1R`9$#H5&gpn z`mPp%9_jw?r}lf{d0GBDl1wKZdw!{qluHSZP$AN;MS~z8EGMt0|1}EF zI^^joLr^*E;m*{&f!$x=>t(Q@riW7+iiM&NECNJJFYWk(^TpY>VNH(lOse5o_-&!2 zXptp<@Ks3LbS~6qY|b=x*Bb#iv8HPGYX#18^w5R5U|B0FBqa8%IeQIsaQEFhO(?*1 zyS`2uvn#3T6Oi{OyH_8X$;I7$H3h9q%}TiS{pjeZCj{r#C)o;obpQJ8!uP`c{h9IO zcv7Z_MF!-c_u*}(yW@lL-0S0I^8>%Uk(xPKVEpy;w6YAucqN@J2(F-@;NA(Sk@P)# z`C_CQw{n?)6@4*sib#(pc*G}AUu~w`yPE934yh;RBESf?8Y`C3iPG85*X5umCsXgR zBCoL}HyKEJFejJDe|^qN&G!6ESRfWgtsxu;f^x4{#ux?e(nlhKr=&XRnU63+^GQae zl&`d?RWQjp39i%zsv6YSBRM%W5qYA7%P`>Uc3*1B^|Ksvaf+e}X$ zzC2}nqrEZvtu=;0OGNQW{6aV&uhbp>F-Z%>s#LN2oZ^ZmZR&w%KxzT9SX|^=a25>#DugJ+%VfjhBUikqthH074Q^m z_S2>wqc<2kRX6-zP`5o5BhEJBg+^siP_N*k#A$VF>zuMwLR!i9m6%DiYiUd(95qZb zN9TZQqw8ZGDEQY-=Q&{wVd0!9Kc2i5->1BbZzw4W(M)Go6AH@@SoBroQocbj!l~$o zUOAaEY|A(Qp&hiCedsWmc6N{{93k7Ab220%Mg6QLK(sphoQoxvhQqlH?BPR$;UOdc zY-qv5{xOvWinyWe9kW#yk=nGb1y~&kF@2`Ja#-L!8ksw~CLOwwAvtrAx<$bC_mkAG zm|po^ai2ANBV1J_zRN!eIE!~DFidp$Zr|Dw84KquovDEauzYwPfiBEqm5w<>qcRKl zWS}8=@of=-1J=Ok6#v5`xGH6=kNRikBA#a3Z$m1`cR7%%*Es>9lJa#@)})Diu9ysk zJeAsBBY6xXMq@?1Lqt!#bLty{nVD4d&xAuD@9VUxhGjr$%lKSJrJb3-0wK2G-Xa8d z@}VbTV#9W*#}g@VmDqap-p(%WqRFVVGNJPuj;f)5zFbRxCMzxDrvUw(Ip?yCFpe=1 z1!r^9v-gHnIPo|m#+Sbt-=xxrmBK*!Nwnrrn}KY1MR*s$pjH3|)uX^IjHeYYMsn|D zXUD(r@9D zP{!e!?*%a9>7%evt=L9HC0Okh3EBT2p3XWh%C2kMpwbA^Akq!eNJt6N9W#J*mo%bu zcZkFgf~ZIi-5`x1($Xp2Aq|rA?csjj&p#db&1PRa);iB)t;;~=O>&Pqq%(6zU4;>z zy!Y_(YT$OKpoDY;GL8r421Tdg_O^O^f4}ND>WsB21lRRB_vt|}b=VXHpF1rB%x86M z!E-d^4kj7$wI13U`l}xqWMmsjS9;E7m@msT!;p{X`EdsuHJraFb+b&@vb=^yENnIki*w2` zzoixAg*C~{lL7eq!8PL}+8Hm;=YMOWl}9=LknPw3@xCY}>DX*{$x9$yGsrdPho!J1%& z**Up`XNH1OlsO_A!NBmt!IH7bIPDm=r@hB{BQi*A{2`IV`uH&a{(tF4QTW*BKZ2dK z4qKr(c)Slftil@XSM){>Ts-Z5N)wps1?NdwXh*f9Q|KEQ3{V`^_6NLsS4ZWLr+UEa-j*7_F`#tcS-g7`JdtB3*$vSTTFs!O{n2zIv>bOUQ<$ z-U(yrftdfk|2s1}C?`AmfRL;g;GdaOh#TkI$#mbpbl{8oRsMdZ5j%~OEQUmDcMw=b z942BlJ%D}rm1&!xs8gJHz#a`VVDBBGVh#}OC}QCMM(=u@N1O2{zpe|FvY0pB85y?( zJ`3Ts!jC*ZkKab9O*o0Snq%2ubN8?9O=qBjJ>3Q;3MXH-!R38=>J@tO>bNCrpT_F+ zFVvQzXb&Kl8Vv`6aQ!l%&3D*p|+iaqn<4*w3aEtH<(Y4j><pM>a6*2w1Z zA?=!;wBB9>+^FZ}K9I)M#alR+M_dE&`|Z`06QXv*OR5l3IV)QtF7sR9S?woq-c8o= zUOi#9k^w_P!AT>vv1ECyrmX$*^G|#vHXP2 z=L9i3`5%J#9hL+48SXKU7 zd!IkW>ZI9nDtB`h2Bs3PFcDVfgxYboN54R#^gX|o*8XN6aLv$(!|7wOKTbdWtvdYpx&XVs`5SbvM zl-E9^Nx~h9iLLvtqOeiSVjxRDPH8Aq@KC=z(vMzoZTZcv$ba*cA{QwYFriIu9{F*0 zpyfr5?DfBCYRbRbjHGiZN~e?O{J*7_eL?>86(e;okUz|(uMfh`^lop4$v|I!`~G;` zHtycuUa-3pMp^3-tZcQc`D~^?p@-p|pjff2`K@R9`S!e2b7_8|j+K=2{WG^e-#y|| z2t?oRmd}Pxzbzm&B_}5@&^_0{M23uQBWXtHd0Nw`ia!{AC25Ld4(wrApV6GA(~o-- zJp0|#kJ2JZ84Qzivhp#x6$`}{I5Nc!`dcupt>25wlryV-5<42V2`Jx3Z50q@vRcGa z>|#%4(hibxHI8=4Cyv62&mLBK4f!`d{ZPX3DZ02gc%y9L%sWb=^8e+au$!ZnTezRgg2h9!eLU;vE@O#M7oQtgwdQ zxk9(`&a^mZ!_Gsw4~1)r{+ovcp>i_L7kGbY=dtOtsd{DCi=Ywn)BwWmI7VU7I*1w6 zh_S=aU=;IjZcY)WOJ$O7l=@1=RMtkfH_g&LpIUv^U^KpuIhiK#s<;N8Q&C;~{g(Meo$%c7r&6b9 z&%+Z4(~yqQ?^*PWC>=P{k+P=z!cpQa-U<#;WREpQsMh@&Kj_^7&e3^rQ1F-nYa^)! z^X2u^zPip{gc{Av?ud!1q2IU)BrQ%N;sE?)+YIxmO|x!fi)k5aGya!f!|t4idZ!^a zz8Ze{^me!Iv9`&qpK8$_^oL^OlKrB7ny0TErGF710vaCMa(-p`ict_^$wvX+Q#w<1 zP$*b%^EKdnKMT=!g;?fl)uLe18y71(F{5J;X@xxd74X46@D;}5=@Sn^VC7bY{dQ-X+0Y%6CPdDS|#Bx!)KJ;lRzb# z{Hfn7>Ao%>#>r@&kaP6zNzK)h8jH+=HkYscloZzFDw0zwevkBXMz`cBqYSxh(91*8 z)6=yv%DX^v^wOW4y9)*xJ$7xTf zk^QXl4Ivn`=`=2Wz7;!BxSeXGRPWgf5>bxat`?N0b4={GUXhhP|5fzH!U9WOowIX;OHU92|X6 zZ*D~zqhl_n6W62kdztC}P)y9tRXiqa?v+$-%c==@aDA4CDyceZwNtc5HbR+nK#CC`9jU)CB9?D*Od*NwMFM zB9;f_DN^DOwK!gz;SqDV>-ceY(gI&$6{>3lb>#KD=*TSQX_7+j*_Pwa-F&{VZKU;wqRZZ;f)nN9pV)!UO60P=g|;8;1nMsa{hBM(Hw9acIAvC!y{Fmo$hfGhPbua_W?&+ zZEDAe(vhe=k}lZ;5-CcXtoFhJkBEW$Vnx6k zfi#1CoO}T)kP4ly&%ui?N!ksX>>ISWQkw{)+R!OZs7qR6lZn~(7nK(fCfx6R&qt*n zuwd#4RJ}Kz*x6oGmi%X8{U;%EYB88lTD@|0M>$n-$ciAo$2M0VerauRFp0%0v@v@S zJPnEm`Dz_ynlF*(8;YUVwmkRM)zwKroyL?*NA<9{->Zn2j0^+$WaR|i|3&q>PuSQB zJQMUkB*<=;Fb-Zvihb&5+RKs`6dfU#mJKvZ2lr_DHjMlu^YF}!Jw`PE@eT30r|faP z7e#Gfzve#&`cUg72Th}+^;_#SQ`wK{S=6@!CWyFMiPJ)Ls*#;yP1%>~?Yp}UABHw| zcBbZ7@TtXERXl^%XJe$^fL`{9l-bAc_Nd4lHF8A^u*1gG81`?OvhOfKY< z1x~Z5fMe}fWP_lhluvTH#CRr#jc`^E7%y8pw$+gMo#EG||63_|njP1s#tJ84pGEKa zAK|%r=W<1BIO1OZrCIC3a+ux$;Dl-}(SiH$fOg^&=@nVVl(@m#!@oLl! zsiv}Cdo?dZ#0`A>uQ*IDqNAu{W}a6`C41~lJcHYBdKluD|GE?iV9t5i@Cb~pE!X_5 zxXKkAv}YA`+D*yJ4Nc~kVv_Us5i>r7Q!#Pf@Ff+qKFPyqE-a|G6JI2SQ9n9Ys?x@2 zL6ltC9CcIE>uKhxQD1Ba?MuE5_^Kz&_G&SGF}S3uO;%CHh})ct?Vvt7Re2P`r3QnG zyuz{uKJ(8wM(t@ox3sg~nJo5uwa6JVomO(Xv39~~aChvj{t&5nULEq$>=ezd-`9-m z=pHihAt^I->)wkscXBi_BQW!U_b6uXl(F=#T~hYZwYelb`((9Xm>{L5q7pejZ#+CQ zqLu4{(j@VSOGOk*J8tQ6rwlQ-qJG_HWXtAyk?wKe`4+q_O6Vj&(FB%fjy@iYV`O9` zSp6tU<}qrxQRCYv2)k7XPTr@;EImhqHl!tmQjgo=Hxh)(+}P;OUgrv#Uv1_1a%k@2 z`M2JLGhzRy*R*C+e-C#NEo%dF8|{f{J@up19I^HCBljV{{e8T+){|Et?Yi!NE?hj> zrOco%32zE&DIwtm=l$i~7-Y$Zl)(1Bcmm&vx%1!_5dNY_ z%b2#)h2o+`(te^H=&rZ>n?>0GCat~M+}tcT3j@x(J6k-Js5Li;e{+Ev;2=0_OUcW_ zLyJ`67WuG?UJ&g4$w(<23+&&gNgA7_bU06x$~+oxOY*PS*7fb`MUC;y!DwgTY|05` zD@ya0q<&#RI9eXH|H3G~P=TUH8<>=74$~MPBFl0`63uW;(JG z+)J{Rd|&tSLJ|JlKxit3;HsxOmK-W`s>1+A0H#Q#zGgwkbjnmd7ufb3+{&5{5Rq z`uk(Cc&A=~{{U@;7GE2b&Rka^Ga$ltCJ*}5tE0=+@3Z~Szwk7f&iGB8@&PTUpraf( zEADoa8)tj7dzU43u{_7N6v!xxBkY3kLl2LL%Db5})V#+(;+rga2EIWxBXyVEvEs4H z03f5w7DaeyJB%B$`gx`Aw{3SvlRA)nrCz-2h9AMZikxzuQ*IS} zOd(({NL1PzRVS*ArQOX({_SlPp%LW~JrL70hv%Gp%zw0pMk;L}Dd2*;Tj0dwe4=(X z#O`XXLQ=^?+Pjuo7yiLOT!x4mhoSsn(%Iqkv44inkK%M6Y49d#YinmWHqN4xKY#vw z8^A?+^MGYBL3G^&+*X0}=rHa4EFq%RUl;LE==#~XzTD<1Gj>>TNi7dQzr~~?BVi$i z#&(h&nbhg+)6kF(Fud~0>7ZSe@Is(Tes>q3>K|x+dhH?IFVaF&ZzMsK_bK!QQlqcs z9cYMF2_eZQc6milr(8-1R8i0EVX`d5ne*4&&Mu4j*@}=MzxB0*eCmWCRt#o^j+4uR zNWvtDrIj(U*s?4!MzGn@OYqkBv*4as&CA(Ee?fMnwnI>{MFB);iyGdSGjG(EY-x+f z2c)>^a%rwq{>l5Jd0(okM)A@z&d}D6-uZ95Grrp4z8U}I9@ZgA^t4E+;b^t&=4bc9 z)o{H3$;HHk&Xs@0Hcpsy`=F3I@YGJd8vmZa1(L9@l=+{KBiGTm^h3+E-rux)z!~fx zxac@e45EC3*PGC`ZyN{o#DV4Rr_jfy&arZf1g8=Ug={7yn)mjBJKp~g@GEB19D6K! zI{vxW9mg11|5gtzEXow*lc}2Vo;2hAf^*aD<%H-I>${~>3va04=gBL@Hp(_LK+H>5#Lst=0)#|F-qPqR zHMwdPj;yY7oHrlL)wTXqNTF~YvZ|Ev)|*kJ}%?55BY&DT$73o=cq0#LKmQQ}DXnbd9Qi3QcEabJCX+W?E7n zTH~Zng^R7pbLO9wC3)^14;a9_6YKxq=SRr-}Zatg(I)+bU#aD*O^b z{e;?arWLoFJjWcVq@!d8Va|!T7epWb zmjP3M6u8Yijt>iT;@WYW?hFV2Q(cL-vr&eB`yMFseHsETz@M8aQ49-+<%G7e3}aH&1H~;k`!;w9=*HFNSWj~P>oxOJkFpWro0&^DQDo{r41-@^z8&&ad{ z9`@`<3gN3}$>hE;;Dtv^dFcGxJA4S!)AS-B%ql=vj;C(ibEnzZ?yD;ryV0+*85cEuS+ID;=Jo!lckj?MSD2(w zj=sr$B5D$J#Rpp6LoNaRAmkLGG-<*G+jt%uuf8^-7b~+%KR~ggCBKJ!gf4P!{w8J; zZIAG|6BVGcIBV}0ekk9I>BEhW{^|lBGus+eXU2H7)w2u zv(3qf`+!`hbY02~)?>N*;u5S6zH#!+lLP7F)5ZUA)SJ`*k9?EDSVBFdyLrcUTyDxs zUOpLUbw0aMVom~~l25x2IPu{Z^wMzr9Y0y$*;Cc9;XBiJ}qGwx--4ATCH zca&VFR^tf+W@K2Bc1n|eG>xUoTrZ&Li3AEBE+D>MCo_-A5(znuA82f99$y4lm7K>0} zw%8cmdh?C`{y1Qdg3d3$_>3De6Ji0`gB=7p{u?!*Xr=Z1*J{GmCic6d)v?q&?-D6T z{yJ`wL&*Wf)h($PzQ(I=4c_BuS1lh8g8diBs$>6~5$zHWQf&%9CfLZgZE~>o3lF-ZeDN4*q?+$v3(UggXZ|CJV-&(&;K(E$W(X z&f=p%#?#6}Yj!s?WbLdaCNyPxubCA(uk#3pmMXMvp3zBz=Z0d_CepApxAmhq@7L(% zU$NtxZ^ec8Lcm#jS}uh?+WTS%7%4y=1hXTD^T54F1mE6~VE4s!MrrG^?M7EE2{>K?DvT)kL@1fi9WHC2N!uG8TiOWurJ+pK^eCv3gzohubl;h|mM$ zPsx>KfMk?|AQNBug}q~b^;hIojZ$w4z(tAZu0-~y?HYP60aI3~zm`_-bQcO2`I=C7 z6~TqSuzRq{M)C>;EhBa71%{?SyB4%<<=6r>T;)q>{GSJ`DPiQ7mzTTkE8sqvh2Qhm z@Rw4?;&(yR*0p%-{~ucMo228qbR8_H*@as`h^iEPo9B}TQI&v6mvq|s!D4#|pa=!) zzjQRaJi$fASi-XPpOc3%1mt0MY_3hmBtT}hy_ z$&t$9+{&?4NA0PfFD7Cb7H+B^wPSskPFpy&x)DVvAi%p~#Ugkqj|%uS-LiZ6ON5g9 zltG4H>W{D3nri;HUQ$qyD%|Pns`J1_pPfYK2kmarU6v(lcJ@quS8A)LM;{|fyU@jC zEDl`}`HArTZmi{{xofkhbX26y9(yfvxsR>Ne&Z?Sc90TU8$Lk|hZdwbmFQx80Qi?+ zr_1WEgr9*;>EFM9cTkR+X=~=$Bl6#~Kx{RSUTn4IKXY;_Js4`e1P-P_iB)HCd2rUf zQNCq(QK^0P5-19fb5U@l&+I|YN_oA0TMAz~DnJ417W`#^QT$0t8Fp-2!%6rLC=Th1 zR$KMnHe;vvoY-+cIC9cKG%Oi=`B~f}K3}!BsKWsN`TMc%nbOtg0Ku!C>z;2BrxnKW zjNE8iDa5HvsmEHmIb}&>b@Cj<5O$FpYUUFkihhVpyuWi}mB_QE$=W1_@Nfb!3=|j5 zfjU-$R*9j+ycT|@U&o|embWY4*`<)5*(?gj`Gx(gFZ%Hyn@F%e?TYArj1lrO*T^u%}h*XpWYwHy^-CFVIZ1aG>_{MI;_ zpEv{{&d$!fPs6@6HX6`8_)7q?*4Ne3^*3j;1G#>ZnqJ6&$y8B=B=CUmWwKI2zvB}a zKR=_j$;P-+tgmL_X8S+;uJQY41b;W%y@AE}6=U}s)3Q^7NVehAp-;jGA&Aor{tFBI z;m6PTlYDFu+K7F`0!P0ZRz&Z*UxC}JXg78_PYv@#l0WrF!12gi;D*lWL~WkC$h4*! z52?}@EzFuJDVxXj-W@e4WU8LGhOLh&C~}in#9>1boB*ZC3riC(Rhmn{1o$6_VHz~Y zDF)ei174>^XJ#l)HNSsdD$+Z$b-?If{Xs9+9){Y%hkG2dH!yx5S;YiyO!S>1AORu) zh)_y^nyh7%28;&yT}S!7E6GhE)aso^a-839zwi9by;uxy&dkUtiXf5UO2yIF*MH0@ z+&?zQ7rc}#2);b8Cxnn$7z)^OILb-%vej&?;+km(jZ_L6i?INnyow z7)K?9CE`M)u+|i%=7CPQfz$~PrfbHuq}id*1#U-d<~z0TO(XG!S&o0LpZ5FrZ&0_fJ~?$;tfgANZ}DPp?%8Ns632|1VY@$u1k%|^F?m_HBL7(yJC{WZj)3%A#xx;W;Z z3z%)a5JIerjzPk*HCV@rxYCr5@fmpb1o5cFY&p0D(8zxCAvgKrz0fNyif1bCdiQ3N zyjyot7XP^(9bfo9bD6!ag&Ww#)swW-8$9QuGa`B}H=8ovvn1h5N0I+pJeu)gK7>Wmft;*GLd`hwASQV}sR2YjbIEjCK?w6rw6-}>g@#Nn-X z&Qre`+;2+R-Soafk`trscY0wNV*SrM=xb8X=i+E~8TPp_WW#b^~!V zi3r;KNq&~g z{?N{NQ1+fAX0((#M$}3-e&3t#>iZdZW9RCcbjVN_g^TSc#1TWFxa|dTmN1+7UKM-4$7bVSt6?4<MH zsE#kv%}k+K_EUE{qYQn5_lIv1pJv$aEg`e=Kr6z(=DaZ8M!g>)-Yx38Gcer>JqXl> zs*9d;qV&IZY*@VkCA zh{#?`37uIJCge;7_E}q6CNCcvC0EuejeI+XvS;^UXia7`N7#*I41I%bv%7;I2VPb+5$vMm@j?HqU z?Hqaz^9O3bOv$QWA2?3zR`DByq)2B~w z+ZK+SzSPt}=fE~9yIH#laGf;#dN5Qi?PYw?_#dkTh{>-Tr?2q<;vL8qiOYEAAit`6IG++S%3FnFJLQeo`%auN4rJ`UVA0 zKAf;ajom1?+1iye+2R4;M!2@MWkJN<`ftoetnA-?{jW&+VZ*PF$!Nzb&d z^$P2iTf?oNOmV?=8rf;`2D|Yf?6}3QsKRwcaF);f>MUn>p9WfUqkU&JgKA$&YU(C$mgI8Q(?CAdzY1t zjjPJZ2y)ZcV{8}_(C43Yka)dkyUP2ONbtTw(E}59*zOI;Du%x9c$eM8BdgiIk*p*0 z4ne0WmyHF)%|ga^tMz9%gAEVOKpL7hX@bx5tEHs{jg#Tyf3-0vTrDmy<_8Oxma6;n z&U)e~6>oou60TbMe27V)VPbdh>UC=B(tgUy_ETB9FqjXDlVgw!ieo@<6i|-HK(wY` zS47x`rGvt@laTz@3k=xN9F}4)12u6GP{Z!KXLs2yroczIb(0OUN;)~Z3b(dNZyJXH z8_;r?T z$*U^!<43~L(b0htvfZW)uVqeW|Gt1ftq2SnBP>p)oa8DDJh5XA=kK?dL*phiozdGz47C4EI!A=}0SM6+-OXj^xkd#IE+r6ceq8jCsaM z6%MpOxi9ol@&gVZEd-ZSW~$X|ji}xRc1MSYKd*gxo_}nOx1ar=TVMRZ zx>X>FA{~EneW1ZIjGud-b-_^1yprWHkrDDz(=B#~n(#cKhDLSf&D0F6Udg`_6x9-y z`w3t-Y{v8b1#YCV9{)sS1oJ5<+nAi?7MS7j%wo~r_ns7LaRH^J9wIMs*KH8z$a}wW z{_uSOUs(~rv@{h#nad2yPXLdM7qEW~5K2(XAA>T#zu`q>lt3~|RwU_tCK_8+>E+n@DoT-^oyZ(BQ>%@hdbCv;7>)PTFE4ysw!xhb+P8z8dAp8N zaDCxU{tARySHHDW;$i%CtY#w3CP3(yY~n~2PA_3=<3OQ zbs00(fqxSeNLQP!I@)stZYrw1jawl=)ysZq(9AijG#ENb`9y&@`sX#`?o`??^WCi_ zY9KPnQ+9YRd2@buEM@pVi~#ZF-p*3y?1wNc?)p*=Z*T8lp!qzj`^iJXLYn-T4!OGZ z2(}xo)B6hmxDdbXS2w>XZ_KA~AYH@vvZW}|O83C+H{oeoB*`CgZr;J@Og135v$>9H z(Mx*#yF(XvgickzcPfQVv&dz6U1x0-S`f{xWzCOr!3+H35=meyQ`-cnx>?F29BRjI zB8302s7t&r-<>q&ci!H}%LE__{E5)Vd}BZvD>!vv7Pq$cpR-i(qnesYO>)9QP2#R! z3U~MO8gx;?3R2^cb_<8H;r@LWHBL))c3tcK6u8t$09VVKU=@Xt>JJ4Ae8R%E?~{2S zke5D<8=*Yq39;iq)}K|Oj^D?vz3iBqGyFyvl8!7r^Ido-Wci+2+>P6a9$=HU2da}M z2m_OgUR@PFd4M}yU7ozID(eX)Q#mj{dQJd=@hq2|RoJDrnIz0VH>|WuO9>FG72CT|mJg$Sj81fQN(}+pKY0`vJ*2L#%VO zQ9{-I-uMY?ZErW(6S+O;UqfhvYN_yT=9ce%X$69)wOtT>VF7{#EevX;e>JU5s zdPpX5H3A}qZEg)?TFV|@61o$nB&p%*SQi6&`il>1z3V zi->>!JjMHIfmltel7a5ttoIZ>Yh(JLO&;+h!1I=S9}&~Y4(ny**D!lZ^D>f#rh`2c$6G*FIem@ag_T`Y9IUW)a1 z;`-&TVj7$Q$0;s28S*IVpdhtDKIn(mKdh$8xIdOetv!&|G!|RzBrbOS%?3RBrBG# zxe@kDPEN36OHfLft53+;-w1g^5>ipvVE;_czj$hSOT5*M5mTu@iuBKm?USsnd zu`VyW)eDwZL64);GNoLl6ZG`%b-+~>v;vicKYw){` z0asUx)QH!3rjH#uPujdtp^UX#Y9LE}TYDZ5{V65MU7d?j3fd-miEz|?_H)dc>8{R(~zWeMM zOm_N800=POnRqBA_PGq5veB1WPsEg9h#y8S%&nN$#7@MtTqzR_OEX_1lWRr%>O%^i z^OIsy8;YCVO#+vz`Jl-K#)4MIp@NJOqgM~a@I%m%0%8s`-V@Zdq``0CtnpMo9Bgf{))unTzx%GPRN++GuYD1#C=wmw^74Mt6EEV zzot6cI22TJp-hk-PdiDh?2+X8UQL&sqq4)Mydd%e+D{Y5x(D8Bu#cN8481@@x8-3H z+09K4kBHcz3-WepR|CD*fC9k<-XP;p8cmDzCI4&YGpI6z%YBNWwvmsxo%CN>*>BDV z1-*qw!G2ENu9jS>Nr#?Ix9%rFyT$NRlh;ok2$oUabpt_}Agppu)x5d+wtY4$$u7pt zrQc+^NKGaMB8SrDwG`VLdcQixqNbd4y%-gB=Ke1~)YPZ~_AY34ubQ=7&!Tc~ zAyvD-_~RG&KS}boKhaz#_KXJQuPWnVm>W!z(pFn+LrvjFDvKrnhf;5?9UM#(_!^^P z{UX4CQX}+6`);{)bztM>?UhkLFqL^aQxAlh3JtlsTO81NPKK>}$fc3@$LoRMgL^&f zRcNZy)zcUsP(Mpdu7tgL{Pma8v){IW#8%-vi(Ai8Rd2K9~vrhQ}&D*7I#W{tC%{;NEy!> z&~ZX@n_Vmo^uxRb$klVM~#CRmH#yCHw5a#yojs?+(oh_J%o-Es_2;Y6bVC!=8 z!OYj;A+biuE1N9;*u=`t`}u8|Jmg>N%jwWHHK}!r#S97|{jWdlSO+JhYYs~)EuY=U zhhiC7@~O}n{KSuV|m9utGi-k6c<^IC9W+LD?5$6Q9pa9r)4vZiZ$vd%QQQk)cF9%oa%za`-Awybry)h+DVe^LrHv)#H{8eNwre*PE})__%Tz zdUQ*1LzhXGE3+Xv{khtttI$XhSY#~3a;&IVt0TU5uq|J4>B=!Xpj!USW~6r){_(%! z2$W)Pm52EGuj#@Sv9Gj0f9C0Ybm69~e9GWm*U|;b*9kTXC=OgQqYcvHnx(-*FNary zE23LpM%}YSr0LNsH_!G1v20Jsz8PbZfcv$=-h{w-cizx+6?Um-?0OxMdrt<}rbs>x|+oFRq<;)Wl0?;-nFl}F=l zZT(Q4JRftqA9&o|@ux$o(K%h|Pshq3c%`&wKh~U}?ok0{KN`Wrt2kMTng@xpQKGzr zVx&ua>pY}IT8{{VMF<8PmaX%(w##G;x2W{#l5tP`t)UBAOly#O?A~aO&pX_vDl+W! z(k%raOwyvElT7uVX6sPbgT>_e2&!Rj`?BJ_BlEiwJ(LN|u8}P>2|m8<&XtTmj7$s( z6Vl1ow!1}mrakfD1jS&T0Yx-8t z;_iL>^pvO!8cc8!?oILNE3`ET=qqVxZ+!pbYD{%144Wwm1GiG|qh%^~%c4yM+8-Y&vlc$+u~ygczks-+{r>3yp-23zWm^ISN}{Y>o=!w7iAQZTX_)^u}c2gj|! za8X!I{I}^#9Kh58mA~wN&DBM9ob9^H*K=;{{6AR$SMcPyhg)trAQcYYxl_b2)`5OB zRbe3o-WvFj7Dyi$RaI5(b90#`y}!rD#|>T0+N-^et&jCIi#C6!ouI?FC9B?Qkl%4D zC|}gr9&0dnA{Ci}a}6HgejeD1rNO;n=8uYm*$*J&+!YGNztBjiCfN$$Y1*9|5RHtJ zrZQ)DcDQLU9#oSpTB!#|FZYSEu+`Bwm~dASps4OG3}K9^XMdK1I!+Q_6@Wd0QZ85c zv&Ry=mumz24c#^!y4H0h#lPQ@KQf!yR3hoJ3g(ENkIRt4v>tE2jk`faKovFI^d7ob*( zgFUSm+Z)@wBF&M=OkY()yDt)41jrUn9Nc3ek7^!jKg7jVxVpc=fpp+dPz1`$b3?Pj zt=_%+yuFo9NF=5F?C3dYXrcG})qAFF<8f{3L;FH{2rpqAF?`Lfor$;Gs$r28x~N4g z<`)neN(SZS&YSQt?Br;`zQ_}o)oKnXANP z@|x~z*H&;^(0lW*YeQi!Sz{4tjtB?$qK2|u=*e5KAV3BP0>Qq%>R6u7J?mA|hBk)r zdmo1!WR(>Bzd)iTTcn zpen%aey}Lj;JWe?gj?vOAHfs^+_9c*6jOfkK!<@n{&4f{$Fk~#TgmlrK)yy8k#?wqdj%17>D-$LFs8FOiOHX5OzeQV1(N zJ@}FFHj~ZF^Yj#gb^i2U;SV`-k{?o{LvQ2UD%R+jywbS#AP}Cq*@;JuZ}%#L!t#2!EK-K7t8m!4A1NK) zCB0q+`|%(5g?`wVT`%7RHn(@zI%YA*Uqfwr7uwd^Hxs56Alpjrptv5RQ_6H8Wg!N}A`X`#hKtfOQ*pEAXk z`Zi)RnX1SLKI2z8PnT`%8U)5N@t#iHuYT(?YsL}9B_YkIue}|2$g=;|hNf>#Zu)Sg zv+Qt^w=Dk?6ezMGG$sdBn=)hC6?&RflJm@}QFC#WJ+(RH)M}IWaQetRv@J7?oEN~Z^O-P$t zmFqPs_z8ZkT+G}xz@SO>CQdYv7r5WKElwMUIO~eJ@m$@8r}$oYtw>} z33KNe$tX8@mw+H@{d?i}7kC$!tm)#+*6j4@8gxeY4s}u+F2uU%T|Jup2|U(u86F^$ zPOy8FLcSpPHQ*?wu&v*)DCdLvtqg2juj~m%5fVh=uKZ{HxFGV2%Ms0JSrvn*GcE)R zoW#G{Ft+6}rVcasMPZJ=1t}AP2z~AGg11TZdA>Ik90QtsY|}+8G#5X+O23zDwC6Au zY7JCH*~ZMI?MzrPutf;^ZsaQWRk1fuk;Jr5DA!3Mm2Eq{cjKUF<9HY;Gn3 z4h-n+!!q)K#gT9_Q20q|RV4O|x5RkhwM-z`M*shxy~^tvfAP4H6ix$Mr$ODQ2S%hY zx04<>kuxj03)HJ#a{dr5D>-r@1ifsZG+W$QkSZ@v% zS|EJZb~dz$d{gwO@#b0R{Tp2zU<4z-h1>72-}J_n{cYAYaibL~=;0j0T3Uo1(Y@LM zdKH`BG+KV+17F_ov1c7t=c-Mr#Ws_qtn5%sFjOB=h!WH5A1kV6GKPVKCmGF2jeNkZRa3z2gx@Q1)KUgQSM;j6V# z{eNGY8632g`a~k753}*vAD9$1!Z%yZQw{ZD1-x0T(S(VN5vSVpPsRLt7na|nwaa&8 zHSxexYfG0Iv#kTJ6wc?&J2B}RGKKq@x{Er2ijFt5uWvB!?kDbup8>p=*sx-gF$-nW zYQ;B%dInJazk%_;k8FR&{*rt;AqT+Vu>Ls=i$VU=@}`W7V|8LHbL-V{fA27n$tR9C zsA>>T_FG1Opo#$|FN3Xiu9r8`bpWJH^MHVW!CcbOkALsvzrSe(9Hg}g+o)d4o+^=G zqXE(MnLqrm+#v7kKrDs>76%CVo%NZQiN^JlAIDxryci` zG~oEo1d_OgW$Y{_g=velxuyT=?r3Pf4G&V8f^8 zsiH*hDW-)YA~HUe8IJs>!PRe+n}+VL^x2{ObieV!Zc^6$iTcwymCmRofweF|uACw^ zf|)%e)pmpxO6-2aNAFPuCo{25Zk@Y5tni8FAWtm`j?a#K`1e?rqsh$S@y@Ng-!duj z*(Eg+`LGc`efsLS0prg;aBC~=!CqfAfd878!Y3FvuaV(GCTr3ua4!Q6E5~?%aHQw2 z3vjfFnN9cFHvsrfa5kMuas`NQR;-sgxsi( zIxSqN(yb_RU9t~~2>fdg4dgKh(fhZbb+&iD956wV<9|nC@-(La81&F;-p<@VI3uj) z5vvF12e`1OE65P9fV;;soz8>JA^j@i6C~ut#!~?h^yQ9@0vPiWUNkyYkRS5mQgZpB5}A>z4@sLn zeH7e4XP^%%s^k7Ej$T&XUxY_x&yJPG2sGY6QBHHhJ)F2@b z&>*gHp)=x8NEm+{p8{jbK>zWv5I0}q8r|K^o)*0GIscDZu! z>Z`Yz>slfBF1yFBKC26E?~tYb^F)W@87TZ zdFnprO-NgI;&pZ1p61E3XO=y6?BPni4B1>&p-_BXmnGIebPLaFiGeC)dC?z}e2CbS zpBPNJB>2YU;#gjuH&Mc2e_SYLO?~Y!;oY)-PH6Tq0?2_hi#cmUGpkj#zjwNgT`eJ6 zGd6tEC}{_JI#8Qby{s2soURZVf09kBpuqn<(r}t-u^3&ubZLTxJ5@!@J`*W*)jH+7 zgM+bYF9eoT7VEMe75R)GVUdcRg+K8hw=`uB-nNwqLwQ3KBbPXNcN9U34f2tZ&t}so znqQBlwPf6?p{V_hHCDsfv#-DtT>Sjf(hqI5!!-$+7%x`K58stBie7WKkCA+{WXBKd z$2JSEM;1WH$T(#>#&27f1Bfc^3~~{nnh~>`Vqz{T5uxCDgaSrRDh~N6;=ol@gtZnh z@w`}Sv_;J*-?rJj)XVm#r30pteYYg*Pz~nrq+RNDEMoSU&=D9A=G|5<9ojotat1jr zsXZ39q3J;;&ACKEN_cgyhA(x)^!ZNzz%=dzq$8iNNHtDY^u^e)-V0f_DHpr9VLbh+ zFE>M)!o;km9%!yA==ly(Nva&4n^2jvc}f3=NHLWNbPXSR`z~TaSiZXSR%U+z{?nZz z)EZT(ryxpEz+_3Cr_NRfy}}!#N6d(-=(EB!UyVc98h;+NMH(6$62_4fDR>GLY@Qwk zSIRR8lH*;>{P8ekkv0pt#{=V%U35fW4lx%^$~p0^k!e6O;Cyq*BQmu zySDcaiz@nj$B&rS1%=NSwj#6_s+k8ks_Nbpvp@Z4JGrS=!BHN7!?Xb+4`~qNxYp1H`IFJkuu3X0)lVvwR-oK$Zh&WkGOiJij zgIZBfIxENw2rXY5Ns|wZti<=3$YG-YXOf_W$Rsukp zw1=gX#qc*UJF&tMCd{Y{0V+?BqO3H)3TrR!BIJRHwJr%(Xl8Zx;MV9E^+dB02C zki6U-i(8;xS4}6`rapHkF^*`3`TNA?DL*i$yr{c-^%r*xEM#%V;Un;h$=ZOZ`kkw} zdB_Cefx~juM%~c?uT4V+JM60#T{*?Wk_+tKV}Vizw&7d4|w z8BDsGOkoL-#jE$qfuo&9>$L+WKP-YJKTj^?RsnM>pvVgx#Q#}=waz+UGIA3dm&?jZ zT{p@M*KhhWjRR-*eZMd39}b)6=bK=IH9nc9zsTAut(W2@?PhPz+jJga8zZs3f1a&W zDr`C~tq)(YQSn&b-kc)*clO#<-$4>m8vFXBt?Y2MC119JzmtU)<4UBFn}OrVNRgv> z2*df^4I%{ar>4l!n=W#sG1T$$n?!s1vZj!Lmb;0TC||jh1a;NGJ+@uzNFecrzFP-h z_0cOlEk0bjj+X?nBP18475{}(Ns*wX@c(X;g`w*!&fkDrn4Q&3udk>ICBdhuV;QToT~Ta3@bbAmdKA2uOsRLN?1J&h(%BL0U9e%}rocQ6GoI8h z0Mkk%AtAv)xstb|Fni$O&-vLZQ6w7VAjqFTh2)~@FF=hS7M2cJftRaKa~m?>A;Pt9 z85c8)8BHBqs5+-FlXs>X8Y`H*%6d#rDNfB-Lz)+DF$@ADbe+AY@GwobZFS4_*1`Ta zmNqa|j=IDOVE*}Pd4{+DPT($8X3Dw#p*!lJiPz?lFr>LnECIk6oPEo<%lo$2ec<|oKfI>WqXl`7el4QjI$RUOcT%(Sad!nRb?ta(i^N%ot!2{bMTJW z{20bWV@VZ$^kiy&v~nvieyctAc61;O)bI%oN{!KZ2Bhv_Oug{PA!Bl(2FAh5(-o-x=F`5S?7t}AlBqgqjNxEDKFVCJ~X1H6e zbVb{Ss&FUH(Y;x!z!ktbn6V`!g)(COEjj=fInrqF0{o(cAt9`#k2Z;8w^6^J@+D)gPsQl_Mh)*yA{&rIMO^S1(Fj)u480{CO57<@I182*eI z#6l_MC<;P<2W$Cqau5+ymrJF;0)LQWI7cr?E@5W2!S2w*`w@ley@~vqU+bP3aV47Z zJW0ajlD+>+l+Wa`F&0iTV<}nKf7j~SU`+%Y=iDL7y*w4jJOr0&XB|p-yyi^pIG}jn zNiR=RG6y=-T+mpC9baU4-?i7n-puK(HZF2^lT?0|!_tH&B8P+fxKjxJ0IkC_kr-`keJ>h^ z{J;xUs|jvMl!LKK$63Y7i}4nDSJ89LIs5(lc{*RA-!PK~;i4k3s$*iFpOkN=ibbYI z@h&%bZ%hfmf;j;zZzz|!u50IU5=E~l=go1I_Q*Zm>Y&i(ZPd8P0$jXF{b0_z)0b1S zvVTu)sl6dny#Q2)3N-hTOOWJiG#)#ZKn;nsN(s7=PF;i2)B)cV1s|s&%2ZyPOyY#9 zIMAe-m*4Fh)6Z!jOSCQ@{ba|Vg}Q>_-P4zZfvv3k0cbqq?QBXIR}DlVNe`Q@dm>=2 z>E7aqPsqG`izY3pWV)t&W|iOuOw{!B(V~()m?^QGt&90D`(mXy&oi+fO%>;oA|ubV z;ThOC3v|-G2MhI2Z?`r+>Iy8p`=QTGgliFG6xn9ybv2!`d^>T{_z)CRpbufy!}1Ty zShNp)a!s#>y@(IW_j z)DgmgwSX3wL$(M9xmwyHk@RrU);=I)j)N zs{>9u?KaqiBJAYx0eRUy6yjN>`^AnverP$njSE*sI~@L>xYnRY#Rib?fkX?*XxANP zH#QQk-8|ZV=9-uP4&oI7bT~HOaoFVO5u6pqf+pcKdF;f(x{m3OEw@Idw8a*E}L%+Ohf=eJrBUhENT z(8EV2y|4H>dY_0CAmaW#S*rw`D=c07zfh8jnnt}+uP=vlbL<=e(0664hxG~l3*K9H zEz@k<0rQo!V;^TIr=swe=(h5xt#nqDC1DXRj`0GyIP~mD%h*>y;$T2DyOeUWPVHWi zG()AQPxWr`k`2B++5B>f>_7tu!OpH}Uk{xsT2plN8=x$U#SN}5{M>Fr=i<|`u`M43 zzZ}K;w&?&d;-`U#IW2_cGh)jq^P{Ufd<4TMuZ89GUP+Rn(P zFe`RCP+rh{BXzB?TWvhvy_%|~<{p63LWp6w%yr>uYL*;q6yC=9FFw}cFvLg5?`&-f zV2*1F>fIROCrnG>%Sd)wxg4(7Z}#q*uGlxV%~tDoSc--~3nuF2cYskW0aHF?DT$ex zB}|6i8ZiK9)X=x91@*F-yZ;oSUA)%g=ga`j_+@2GxG*0V{z$sRTzca(^ZTw_&DE^8 ziZ$lLw=E0dF80~Di8pVlY!@axS0w9*sKCOC#a^Nn^uZPk71et;o2idsS$mroMptRk zDyWOX<0{WbecU`opnMOXxpSgZ1Vuaha9%`3Pw?xV1hwQ7RVJWIRHfs#XDUwMvAxXOebGGgTRL2ZJ~xjUSXW;!>9g3aeOJJdX^aksb1 z^#{M4_IvRfrBv%a#qxAZ zT_l^Ph+-=@If-QUTL{C$krX#p`NOOy9k;=qNhM5d$rbiR&xEO8Q;_`l7XI=NBLZfL zZ$ZJXk_;W8yJEnubqQU0cRI;LQ~KS;q;A}o(kvr zA3tLNv-;Rf0MgYT8~8HLSkPvtyHsmCki**oeQ2Y+8{UW>L8E^uC~-EXn2sx~|%u7g)Mzz*@KQI*Km*x}y(- z^%yu19|{Dc+;E~60u)7Sp2-|fO44=pI@e;2bIHGTUvc})w_5JQd+x3x>y|5MyNyBU z{@c?n8}xnn(*5l!cLxVr7bXu^PNzsC@`aKeq0Q_=Oj*!f>%IFrp}9wKv<=f@No+&& zS%>GoQ;avOgv;Ta)+E*XegJS{()kz8lh}})g4{q1TKD`O&;y#gTla9>gMgz9J{1d; zRb`B>I?MeNdd37OX;*Fq0mV<%Q&0c65v;{N-~7K;l#^9EHIz$@yt9rlm1m?r%^=&M z-;rf~# zMuDn^g)QnUVDF0W3t<9*#C#=D(k!7!Tj%ZqMcdGQkfo}Df%)u*zuN{EucqnNF^FBI z8h<@o{@%JEySl_Y!s+_jWHUZxBIC=_?#VcLcJwt!mX;v;0&*wl^X|5-4Jyfb@Z!%x zPHc|83JncEBoM@)6z%-78>k-jjJi6yD=KziRpnpUPqN5*8)%#G%1?Niw`7bdoF~Xq z>A459zVgC4Kfg69GFLSnvA_FreGuH{juNj{b3heSa4OyMwRX}C-(BnJsur6nT&2GdWF)kC|6ta<=vr(Ais1? znP5K#veSM^7n=GDPB4iofaN@Pec+k+>Mu|_plWF#XS=SWYb`XY01~XUC^Qtg3%kk4 zL4Ah#ao0~=)f%pWI;j{#flKP0PHp1%&d#6;Dzq<@!l}fa zgKB?!iqYzewIX6Ex z$MK;mQ=&^8drbFnc0NAc6r=&tgYnb=evXeEX~%?JU1a^crW_{4%{c^!a5~QcV^{6o z{mS$sYIE}+UGw77_RxauiZ`5XyO|Km(G`Au6#b(d**@nJ3i7u04&9#o5Isec;W{bf z(>W|vPV&){g;6plW#(RMf8O$0*eT+K&90ow$?=f6CLX(pe;QqP=FHY=(SfqvL^IT@ z`G~0JSKO*O7XGg3$@D@u#7yt8*}bazUn;3MX%Yp;uigar96+>Jt6e{cpOY@bjmDjYc9gv~eU)HH=+0m%Hu+kGI?@rttcjlkf67=LoV_;b)Vsnpnc63fKaZk=G&Qi+_qG&0U zO=s@NgZ)@u&t@jz$}wRm zN@S(6UBWmCc6SRBXJmR=YQGh>KulnWjM4?n%J;&}b`ORBw@lF>^=!aIO3|gNvU13C zV^E2;&ZW^!_@tEvI`Eh-N$pdL`_&m3mw?3mLj$yQb-a12==G=%+bf~yMz4Hyjc}h> z^q5S$g>%UFQ8n%SMu5f+*Z#**EFM9xEk0X(o-`1#ym&^>(49|RX(kCpDXDC@{m|fK z^Z;bd(QeS#!TC(A(`|V9Ba^SLBCSjC5!P?@pQ8syWQ??cQU3rt)~iS;o{EKuH(mVE zy>!s|ro#PaP#mOzSEuD_FfzUF3w!>298m>VFa8qE{Bwetz>J+qMUsZx{>%(dYv4|E zwAkjx_6oYnA`%hDkjue}n-Dm2m#_wjZr6}0FHjEiCo{Yb9k3H(Iqvh~u@|9?$WFzy z9dTQ7apZD^e$@t?=2nCow|1|7rtFk(v!y6&%7FczKX^u|KP%7xjgDyA22#)>7cRnq zJ@;QB=ebx><3F5K5-YQTj0V4KOR^HEf_dMnt98WdCDQdpOZ9w{*`mbvYZaqF19t+Q z`d1>LiP!D`g+M1l|sj2)Cw2$%V{v<-YD-LBMVKb}8FyFSbq_IL}h-KJFy@&PM0d(c4W|}#2S=poYb%>{& zro~8I=NHm&K5OJ>z7ec8k7nDq7hKY@Gd>8~&{9dbs85L8LFA+fEDB<_Mv=A5h0`C3 zP0>40)UCxktcFH*N_Z?Hf++UmD00~nj#Fd%0U?#&en4{=9(jG7`-qZ{VJ1pB1-3)V z@A4X1bdJv-M&fokjr(=%G@DX&^f9*JK#k}^Xr<=Ib2YV9=D``}>afGi<73qQg@pfl zEAfOXw;so>iI3wci z&k2o>WPoLoNPEkm)nDSF5(uMr zakoN}ZIh?l`WqU#qK#`oB6bwbNi-_%OUq4*S^ilwgw4=%v)}kGvqvMql(!M5o?}@u z6Er4`$v19=H$o3h`$S~<&;!BfaB7YcUc3c5|8)hKwvwT>ka-Ue?^jfU?>}LRGs8}v zt&Rigy4MQ(2M0j^?CaR#B04d?8S@;yZ%-n8e`aUzkf-yQL4ee|RGuV*0CfIT<;qt& zbquq3LIA)5o4Liya4Yz?%SpYlw<{jL~MTetK3WtblOgM zl{FIv<+SqJRH?MDW^TDn6X}h1iPOl|iC+4uUiRHM_xg^dWv)~~acovo?7M^!*i|71 z_G`}h-H5d%6O5jVqn6PQ0ZVls11zDd7=&LNlHxzJWEyx!-(A$rT)RPEcBQ9(oUT#S zEYWg_0L6v=JOnM`}FMq>|!taSUnD#cQ);Z zN(pbGZvaetaf@{vD)yG*4TY8F`^`*L9@o*+b|*#`e}s7ItgAC)g!(igd14P=XyJT$rNpZ8bw9|5C!?yr zh^a~lPcO>AwnK?Kasx1yl zAb$c=cnAs7+hw@z(82o==aU@S`((L0R4>Dk(;3MGD#~PwyVaz4!P;<#n3+Hx0B4gr9HP7trPO3a^B&Qj3_8X7a}pAxX^TNb zYH-6m9o}hSE9s!skhT1y)0>N9&ULV8ioyy$~GNb!MgmSW|zo0|%9Y`ERM8k9QS#$mv7`H3PKQDJXsNs=~D`hYu zZR~dny)SBj>JWx~(N^!DSVg)xeMe0m0e|8r$|c~P3}bJ+Z7AY7n$CwI3anE@-=a5x zw#``9M$Rx)z@_|TdHRta$HgaXwNy?vY+=Pq!~7UpDNLD^D9|XFY(hgrtIY7DXfkuq zB({oPA(I>tu0_NQ><&198XH|c)@HyIIPpw zM&U=c&%fYY)9VH^Ua!PRID0Qq!T!T zuc}TZll)A|tpfUnL{J@Wt!<0LkaeE(L&M zJp=>5R{L#Na-8Rg?G)L#s>z=^L!fK-st6p6m}1psq+LiZS0%+IQ<*q|w#vbQSpM;k`&RJ8 zaRuu0iS(ZvGcL+6cc&^m>f{PA}3DBrWmUAOBbTcKUL zv-lcpr--6m{)s}xPoBJFwI(98sy4@=&Bjaj#N=1Z}bHDb?X*15Y5_xOS;tE+Stx|h_$ zXD>Fdojjp~74>GRSfO$R(~s293_-7D!)TQZ4ZG^dZc){e7W?T_gd8wO*bnJu#Q>EKaXEbny=%)pf3A$cNM5y#TX?^)itDO`i+oL@~q5eT7OR zKYQx9?l~118By#pVUoAk%fX8VRp`%Pd+O(K%%AJnNnDiOXDA)d!!3`8#l|QQ=wYPI1f2J|vvMCLheS z=oy=Y|Otg65U)6u{$27~DHpPG#!(2wi~YC6gnj+t1pwfd)mm zk~FgGG^%^&;RYS2QNK5#Df`&BB^nWypYek!iGyDZ8f%sv`|z~^RcPCoRm30wHSYnk zj*tio**4v#sy$62!J2e(?$3mL(599h>P6Z=IE;n!hmXN@!B6^itFZlSI+; z^FEm(n_qMi|DgD>a8AqfwZ3~CGvmt5aZUU(ia6-e|y0OD{63@6!0p0#n#(SIgzA3 ztXV|Hd<@Yt0MXRW&#j^MG9>RePD`cs;g}jjtM@!&V*h?XDV6zGGLKKwdh_up`R-j- zdAP*98Yvca&Ab_=Q@ik--%C+zc%Bx zxE1trODXBE??=UYk#UiHatrug=KY>57b-z&+eih`BwB`ax|68VeNI+2{x;)L8vlkAKT zY_KCU_pU)A7}2<@r>2~b`_updr&N9I_hNz6{M{j9N&s$c(y5Wq{iphCm)3mzKlx+l z`Cw63jR`0i+|6*6u|=^}G~&#jS|Xoqg+n=M%ke^J`-E4Kmf2D3bW7I$#PU|Re-Z~^xtI$S{nfMATx1W=ruy{{=ewqCz;WosF^ z+9n6Z6c8MU^% z61%K1ec`2Tpa>_I3F)CfQn9KDVwhJHVY-;;DLJ$Sx_RTNY_i9 zXkJ;iXfsp4m($(Lr(I9FK>!LCjgSBENOAiCG>v3L3`_ZBMHO^)qGR>O2uMK_q;flF zOek?nx{v2$$0m06s6%{Ni6D0sZE(3q_nWjzKY)4_@dY;!$7{;*eHcoyb%?)c*j^22 z98Lsh^|-fZ;rote9Ov(g0>Em23%y}0@z-<%+%{1^HdahK6FYcb~A-_Xs#qa`~E!<*jPO_R@7+Dp zr52kuQJXuwo{0^*=jWB5EG?Lwj0(T;9C;>C<`_tM_hP)OjjnxE9R12x5bFp3jMKhI zDK2mAgl07eeHx4f0I^k~3`5lgO^eIN0C1gMynE!^q})#FY}e+1CVjYp-HX)#0R_A7 z=%QTPX*W0S;-SC1y2%YgZ%jKgyNyP)D*%;U?qX8rTMY6J|Lv{UMfnSznIaEb0IzKa z{~erWOyHNPMdb^t%dY2bw}i({R5T5=Pi;~k zMkuC+@HwRSm_Z&?R9BHgOFni$=NuuI2QVQbDGT}w!FY%OvZmYcET_6Je2R3w9l0$t$F*;G6#P&4 zGkRx=ZQpB_;KgucMF6cy?DV^xDIqIlVbEMw*9+W}Ij!gQWl|UJqYIxdZ5BqKT$Oze zGzj)0SkI1vS~JQWdI1;YV?5M0Pdp!fgUeKEA{;)oMuuo>b@dX zjlPyR8h`}qDMAw;JGGnW(@|C$&pAHEH=Q3$Vg#rD6NM|7mnh^C(f`sk;q{(e zzA1I2QTuBP=uX?`cIExI)6P7g@@;JQu$SR;`Kum!yj$3h=KRCy{#wXZ%Og~^Vtyd$uz<5;8P*ahNeNpQKldKOg_smzK|ut+j*Uqd((MaDJrg2f{%Ll z29Ge0IV&=PwxZ>)JFxmg;)scb%tod=@q!Sq>f$=*Q05x790kJ7=o;7xF+el>JHtAW zpk5R<%~_0|`%>NuPU@*<(Df_NZ-YQRkctlq;VEO2BMod^Z&&tCH>$$VHRz_S9%-xv zJ9Ri+x zV@=BVL0;)=lus-+?m{v9B~Ps96MC$HFZkkOE&ss7LOzxth$(;!o>!kdn1Ad|GpP67 zj;s0L+-_Z?-NW3~B7wE^eG-h?fxE*rC-$9A(KDY1k7%EVv-e8Q8*<{i&b0L>iv5Nh zEU!7XS2=Ll5ZkjaK3v0l;p5~ox^Mf<5b|a?-++QzEDP{h%UjD)vrqVX&llQ+!z;70 zxW+qu2MD_UB$ZT{x@`MYG))}aH^`UDx=Z@~{0%?e(}OOT*6xlv=N^UMXcjYn8e zeWk#_*!U%VBM^CLWMy{HMwah+JVxboEz>P?N8u+5PJ5p&JQx+;Gfs*(`Ghb9;4gLWJ9NFnwweC%RiEoM{w0UKdDJZ`BHscYSrM}WeJ zz>IGF0F;g%prV_^J{P`BX}jt0K_|)n>ZFuv{owVq?tBq-m*Z5kWD-u>>&thPZUs5- z2BwrdcBUNJ)aUUQJj8 zt|H{X>(ND4b{#*EgjM+0EKfD-@|ly17l-sS{DtPl%gaK}I;N3{$%2`z&k2S^*uVtM zJ-->RC^sHqpI=*X$#zVcn(^g$ba5MB4g+;uKJ%3t z1=5M~*AJ<})u)wV=BiWd(cA}iLSkV1)%T^}KiNQTBIA%~y|VR&vM#F=7BTOPf=Nmp z2dbc3JZ){^*V_-bViO)9=Ib;ly|sFqd3`!li$TUYw0m@X8s19}d3XrzZK<@`Lfgwq6FFU-)TKW-jw9?%zk z^f!~jivBU$n`-GwIt8FtrU_KWdflyk53(vZ7K9+KDDcwWPT7 zu&lFZ)F-U*C`b4$lY6*s(LP|A_m5u28UI^@7wzE}5|k<#wEtQxfz?agHba69TG3b==w4`!TGvsF7l;HY&7s? z0QCf;U=}EuUr136Ow0MhVT-XFwcIdsSpV4`UuUD+M zyY2}XY2zb4DE*{QrNlbJGO;H_PC5LEPL%m)pA-U|ui6k!y5a)-=(*1!av%=t=1#eK zZTPc|n#ghh#h$7X-f4v;`m7F+KqLw)`r`hUimXUio{jeM^0r1H(lfIz5)Q0{fIuA?_;X{mh{L&(Nji8QyDL8 z-2DzsJz_Xf&)m+(}$9LaAVW%^h4&z=w+cJv|K6 zpsxfhyX*jy5IlaNeBEd&)b@1(Bm0Vs0zQfbC^Kwz-PnVlPOyO+?N8}&aZhJRx?LlNP79xFdz4Kj76N07)F{*5nOyA3*yAYeh|9 zbdr07dp(gJo*qXc%KZkIP_1D#Bae)N_}?o88|4$Epudfbyr=})#!JtxQqy@8XmrP; z?`KmUr?i`=L9Vd?&d^^?zM_jlps60Vfh}MMY0T?!E|1t*a`j9zo^}f!0?5i~ z0|E?P4Q-h1S}_~mh7sEC{35=hU%tU?TONxWDxNIHKqg8;N#i zT;4kOLK?Rj5P)Ysq&51;g2vHaY}ko`ySpd!&dL5&NrB?-UcfUPv`V#i@NlWoQx{ht z7I~8O^Jm@)rWQful$7}}?}?9{I1Q*92h_$S5m{Y>r)(UPx4!#54>$VZDQ2NRDkv}Kq^=kSbnI04L}!~ct_7t1=vNtp@U77 zqxr=Gu#EG-G8g-Ma4gF-E#4?4WV(%UoxWXNHJ$wqfI0g_TEm&4=Av?aQ%lWGjG`kc zA<;!lz|#gqLBQqOT6LoYCaK3_IH{R_Xg*w=*@H^WJV@u2JMA4|m96>#Pj6U{Qqg?zJCLNRW}RIy^b>`6CQIzd&Qa=j zp-UoQH&^||jd3`MNabW4y)L0*CAlZ1%l3YC+=Zl((h$oywybFYhAlo>P$55U%L0rV2nSXSj`h0=K4a-| zY=I_i5x`#rg2m>HEL=0je@_}P*@GBTg*a}xZ)|M5vQEKky8&1%1rM&={vIOm8@n#s82OST*ZR;Z=BXd?}SO@qZgK^7WKZU`oe@6wx zM>+%CW$?Ac;F$Mm1bh4d;FZv63@FG09gel&l~$gi0H^&2uFfZR0I-K94>*6VJ*&>* z{Z3(8nQD%^&qiih`*&bK2s=Z<(^mlcJ?w}h0n9l77fPGYdB@e`c;(OULrs%AZr+Lo zSLnC4waB)#)$nb;;}g*1UPiO!B~Ss`ZasgfgbfRc^oIS~{^O2Fu9_sW;4Q}9O}hGr zJd>?(bTE+QD`Baohx_)iapZz;s_K15R+#J8qG;}b<4XtSBMNsx_L}F>*4~2V*|^__ zcH7)G+<8i<9!N~G4wK2Gt~kK8_*6SdRfD%Am%cy zOM#$wUkWqV&peOnklZ!_@)f{{18}>q7vH@8DV@yEdIXv~40S)Og!CgZ;2S(G5u7Gx zXZ1GV?c#@`sy2F^TD(|~zt%+Z^DbVW^VYwf@e;?C(wB!b87|#8IhX~X{YtZ2x$!HY z@>!SM5^LwNEe!==FWekIR00CX$|rp>M%ob@Hr*NC8`maTQdFiG^vpy04qg*b%^1r00zTXosu9asScFc02b|1zP8WYQF~9Y* zH&2#T=MDb(=Z_~Eo6$RAGZ@|Z$`4V3cK@Dvb$&sG+}^|?wDy;r^vpYsOUy!*!;Qzm z4I6HHn=b@}udNrO7IPBzUi#9}jaGSg#UD2NoFV$$KJ-5BjdUM45WjWHCkUY3{~4L2 zjAbUmDP&QFg~r+b+R19~&OvYqkQ!!}G_k5S!y8FO&X`|{J0VY2NVnU&U=@7xfEScE zlMrIG5#EPN()KfH#ytXtw|8dquA9v}n-Adw8zz*OB5bKT>m6b^FYCupHO zU78hoRA#!lhfVgI#?8EL5y4MVkSmJkAhZ0qqVa4K6(VfgPR#nm9c8(r>46l`pKVUi zPeWI~W4#OR;E@7-8n4W=+h;x&BU8)AsCp5?QuePo7kYP~U#QBe)bY)Evw5LH$*Ht5 zKPsrpr2oAC8+H3)?j+Tz`dbl^e*47LBn=R)6A=|Jz5iRr+S}HLmx_6zE-tv|fWM5G zW~JwGq5ktNKJHEu{~lRfLVKIoK9E!*yl5T| zve{5xtZ!y|g!1A|`qjQFp|2K38>GAgAN|-s&O|0L^xA@{KITfK8tkeRX}_s~^f- zR_VBC9YZ!+8!!}XUv+C2BuKLqdt7jCj_ME9Pic0!8qC`zU=Nrw8`WyFxI2ehQ@!M4 zBD}qpQgkqIQCw@y6Ed?%PIJoi*@XtWwU#E$9ISN}JS^Hb&suInd&ft~Ix*LrqUZ~# zTp`9T4>xkJQB=q_C%2NPuPz$3G!ltvWRxKvB}pg!n8wO#EmNmSe?5~;Q9{ZFLYbTo zz>2^PbOcgwl$8s%K8v{SzlyHXDbFaZVZ~x0qXJzRjI_xsz7MidjN%eMTW6JfOzGrsUFiGL64+g`+ zU5JCz;exooa|RQb-fO@M&N@rZ+DYKj9r)=Bw%>zW=K@KZ1`W<{R5{p8?;5>RgosYiD3L^9En{J@xO3z5-YotCVIM8^O#@5vTn0EUV3=YV7X|y?}X#rc^q0 zY|v881ni8Anwl+>JS3et5s3VL3X$b zXRQ16`13fVNJG&O`P?bIuWb(UhXa`}ZJ4kU8L?_J6@ph~e&%u8xVk3Z-i}XB{51cQ z+xS`}@NdH$Y$M0#NTF6Nd6E8rvw!TJsb{ACPv!^L&S>QSdmFEXp9ZEN7T89v3|(wK+)%vSBpS58c;B{i=F$b1-SByrBqm~q+a*AUQ|uJWLgZqW7V8C-&`?O zVJD#QvLAb}QS%EmbQ-~lxD|GA2JayrUXcRq7b{rN zRzQsyREEaH{~cs|1-^ZrFygh^^6;Jr%3lzOuW8&idhLOBMe;f9pe{JD4SlbNkQcJG=tHg%Ocjwfl;GMbiKGLn;oH0dWc=;w)Fc&XCd zMGMMtf{-S|WVcs-zjhQd5Hj&6b+@pVZ8%f7g*pPJL8V4?i>)w^Yh6eTO@L2CKtwH2>t zTa~s{Uli3nL#XE9hk=L1-exdNkLj0ua)mNapVa)8sFw3YAxp+kb$|;(GCW~LA$;0H?t>8 zL50nyAINoNac0j?`*k3CBG)i61AE3{OKAa>UyAj1cxfhnge2Wx*lgf#XvHKO?kRtJ zNi%bN!{7y333vTG?B4+5z0Z<6+3<158}aMnap{o%qG`Q-<+>ZGMAg%B!yR%R7C;S= z#wB+F(Ik*?b1L@m+@cY(AcY1B284rwE~cj1r;=v{pv>#>g+48!a$ubuum3O^oq6|$ zkSJ~weTtIIDIbTY1#{zjIC_wk>HZZKDdGzs2j)@pt+Ain9(?UmnGBP!rQ|l&|0P5< znVb|!W?D8&FEh4|4Y(TVie)+1C2(R|&3rqm&@6nKc4=mo6sqja0CtivSTwg08=h=( zq$Xr?NWjgV92!Eshk*k65V4WR6@z6_!loe%h(Uw-tU-Tpws&pHtt{I0M`bn%F z5`2EV`h9!b*|nqN0FW=HeB2kYT6Xvq1?1B1`vyU3>-eo#GtJ7HX!T!h?~H{WA-ik7 zMExWh*B8n0bmo{6{So}z|MC$No!HFxHJ=2#D%Dr%&VI3#JY-Mx zzMt7?Qsa>tQfP(O*aL)YzFtaW?xbEUie;iO(zzn%3tih95xUVwk4){-IDcTG zlJ@O!Ok;3F!(zBKgW+JLKbbR!1>{a`DN#d8Z3eIqDV^^WwsG!$$D619TqfuawgRFp zyrQTzF;z{U;EK1E3p*>Wa`PGqpQ%f3x>57Thqot?f5-}V!*R!J;TnJnbj}wWr-l<6 zG#~Gx@k?*I{85fsry_*>$IzKQ`E(H+QJJy>7lXHmBi>tqn*Nv9#V7QWD$YR#T3Ju0 zHVLgh84y+M<|Mo-KcDc3C2lRC&@8yP`l8RratyX;;`pP~%PejO4_9;;NoGMbF(aL{`4GVA{)<&X5e^pyE*WIJXr{J$BlEK>?X z2DP&9$(6?iI-8kc@!}({7rSs|e=hB(8{tMNpv_15S){|Z53T+{A-c7?Utsl7@a0+$ zT8XGCGTb9VlJjwc+qyrHQ82K{V@7HGeNV;eiebe>;? z)tNw2w$|RSqvO&3PCTPEx?gjwkp3kS$F$#+HC+|eD=}SR33@jDu@AxV;2iVrGjIlj z-|{Bs#J{++cm;&=Q!NzNE*byYo8B4KKOeJ;$E)U>itiSa6w^f9_3r{k@&}p$yO+(R zG^mpexe}(J-dE09y38ViJAN~wfg86cHoQ-a>0DI&;*DSjV(GLsV-&4?r$F14Uhh%! zA<=|Yeli>F%a@LIoHJGkf;YjHojPu&h2LuBu-47ZN9`e2jlRF%@av){ zahiPnfC);){jh#Ig@M!h;NeB%IO_Z!>ASzE5gv5i9!QhpFh&sI(;2cYFQ6UzvwBO9 zb^Or@1(mbYEpdspXA>C>Kt?3@GeWa}3HVxU?h27noM@VrsNlY}a{0R)j8U*3TfWm$ z1zO8Y;b{Nx@dMKV9c%Uv23!*I-l$&t3s>I5w}qeA2F6-6YwQHO0DObmUq9t*?0b z3>M`pKj>%f7%PmHjf<)4 zyu9#+K!m9K@W+!>b?^BD4EtG+NAj#(i7^ zFMS1g>7t2QVWW{7M92Fb{zL9oH(zL9n_ULy5@rbzrHO)&eGuw*NjA*}WCqUTrOs-N zjp4SaAsk-AmvS*~4^`cA!#n(V`7`)yt+)GsJH6dJ(VEfOy3C8>z^DG1wCy)LH>GXpqxvZ0ShKiBjF=25UT*!@o6j4LL=FtafiV9a-z2CnMiXX(SR3m%L6O@*Y1w92kS6cAVO0ukuK03 z-LW8Ww`lPFa(e1pkw)FSyOrxZx>hgGVvA4GMa@yq0_)gz>Cy3CUTEM4OVt` zY1wn5{~mFtYt#T}opwj)HI2b+v{{yUCdilDYGeF9Phdw12W$5nNJF~*{7LSN;CS(H zNA)_s(%L|8S2Blcs_df}Sc1PFpukh|R>Eq@J!eikwcc?{VVT2Dj~-=cC=;fDaXFZ0 zGO|xZGyY^qJ-?`zs7ZcODgJC0c8uyxLv186u6;8*fMa^e|89GF)|hu7|4X3fMeQIr zF~b`K%1lOPM6v2qkU(eECkkptJLfpwhmMcpC8P_`>>qipQlbaXeg;)neEp)O^Whr^ zriS%6vlPw#6UXM$6eo(Y5qZ&k{{Q+A7J0c7K&?P`Nbfr*M4Uv5^|qFK7&uLqcjIL4 zDnqRfz{I$w38vAGA3LU-4o6vvp$3QDG z@E&j66gbSgXnjM=$3L7gSNV(Eh?-u|`d2doE%XIC#LF2G%ASSJztCa+)*m1PWvxMK z2Qvq=jsOs1ePkLq-oPYYc55cy5|CM7UY3KcP$=_Ac1NJnENH3kUc_`uo%rGH8=^GS zf=icS*bExAX$(0-tdDpvl_~eOyq5SOQ(E|-<2)A$W!VgAdED;2zV~Fqt+j8-Ex7vB z?718TF|Lfz)Y|2?;27WO`Ltj2|4St>4;=Yh(QqqBj6)HlFELsQ^8t0StW6YS{Z75n zib~CMI}Y`5W@1@PXc*8p60P|$xik`og0%bMI!%L7uO$VkSiMfI-#VlH@kY#O=r&wP zTTnk{ zd9fe1a0!_e7Iiy_Uw|MkE$Z@Nq3$NJuGG$-r?%32XrEM25C)+azfmrqi(&r)u22d{ zySXYNBF^tagW?JdQSc*_&%L!==Y^GYC7uWu4T3)(y1?F4cq{Ujaq4a2w+V>HXR z8)V3thO!}@Uo*CO(Pu9N2se>FlR7*$H+7B1rKCTJ{B6G6OZ z_t5X1F`L@gqpT*N+g3J&>mj`c-w8C6HjNv7TZvF3Epi&wGtC`d-~gtb;=hK??Cx$DIKWVYu~c-7yX_cl$SwY z4|kIvUX9C{BvH>QjIBquZ9a6b4NMmW8DNj<%=W(uoMpGp9KW&DtN0Zkl2M=yD2WHP=w0*T(~X8=Z+%rVuLy+TB@?&0Hpb?1xOcRF)dJPhh%>r< zdbhtDxq0*;FdvgUNqF#OgfOZxCP>*We8z2LGStq_kI76!^@p$?v(o(q_w1~T{Q$Mc(oZXYf@k}=of zdf5)^F&5nH)=d>l6^Y&fGy}MAD(1BtU6$;Au()IRZCoQHI1W|6E3YHj~K{iSxlrm;G{D&J#=S$s#)&v~R{=f&e17uPR=PP2k4 zI|ZqJo4-~4q;ovXJ3Y21$yd5Go+jtL!_9i7LI3=Xzv(Od7I;rO(br^cw-+gtP#xySUZ%q)VRv;wBXpGMtmFNGS}<8Mf+TFQl1drc4lph=nFuhsNXkFCofBOnq!{Rsfc(7N{X-^rdkjgOPxG2~qydd) zou49&t1fSj>Q15VDY;i~tLg^~aN*U(dQ|4+@ei6?MBt&}$Qf?PbqHnKI-SY7R}H>g zv1$ej8=HG8F7ld^y{Y1$?szxwCdRV)C0cEf2?bY%FnSjfOm zz?eoNtB23faLtPCNz*|ts6j4+Vb%S?RdGG2PS^E9`h0Ta+du#tGLWY}swmBf*Sffr z>yQN0)R$-|$ms;W2zl$uTnXMhQ8Mbw=r^f7tAyEbFI_R3&i{b7p<~`-4^u52 zqcT|Avco5BW@>+@6ACpync+F3Zz%}UhxgR&bGkkQiFCa>C<8yFqy$wEFU@6^F&T|%Cws&=tH^2}I zc2c9Qi9e8p5eFqTZ$zK!sBUIzQ!e5wvEs6yPk(C<+#Z}6+|A4u>Tb*%q}%aXs@SpL zI-OEEaSx$#Z<^3+Qqa`VJiBVo=ndD~I=zT9B#Sy9e;R=FX`;OJZ&rF^SdrU#wN1@+ zX}#A`!E+xP9uudg{@6MDIDx!(%h2ejxRz;_Mxc{ChgL_%d;QXKF@&U(`frgFyknpt-5a(g_wBj+|LI-Jm zO47;p>1D%V0v-qdK+}c!w?Y5QtJb)b=0j=k)+D!#);`HTch0^@hQ5uxHuGbgO8zU; zi%B1d>Oq=)j~$T`tN7QM9Hmx5&h@Nk%~sp3XeBhK`qPJ7{<4gsP`) zrsVHaKfXI~bUTsT74Cbdy8|ZJwKQ$yCtvIZ+B!OF4z1h>sFV7k)1%0Z_|K=oL;)*+ zF6q_dd$Zqj`XJW@$lEjB_tRep-Mb4)oW!}gvpYMw2s`WS@cUN%%OW30D(%=Dk4UHi zT$UCU`|M}ZKJdwIa0lThB+c1Xu##>GOOcVcD>{dA5>8-{RXvfRlO@iCM7Do1HAN=M z2jNQV#c?0s+P{(D#E)^?-v8t7e#qb{Q}YDKzbQO(fy_4mP3RjH-Q&kcOHhQ5aV==Y zXL5u(>~@_l;ArE(N`}nqkDcfBE(SPM1ZLhUT^&|SrL2el6l#Z~)QV$`Ny4dfzNk`e zqV{E@&zCCF?xi0cidp z)B&=y-|7QbThR4>lvvBR%z?o~zH85A!XmrR#1TPfC>QCfP)i!KF8i4LJ9|WO_y-~& z`aD6-gA-`BDrwxb0cM;xF#$+IBit(*&B=5w;iQ>;klU_4e()xh>-L$M>@=y);nZ^g z3;M0pdyLq5C%OO98KL-V%L)~dP{ZMViH-Uy$%ZmGy!lLG47qvHv_-h>JbQH$!=^L8 zFV`_CinBBbBo1g7==K0X)B)d(HgTc@KOJhO5GA{Ff{n^Z)7=< zo@zH!?-5yM-M;c}OZ)l$HRpp@D>&RO1nroQ426U7#yb_YDY@EkNRU>?sSlXTcs2T8 z4bqh~6Te=sGGF|7>WeqK;>sM=V)Qc$pO77ch+G;QFBqLelmoM>9C_?RI1y?89sd=0 z+a=Jd%ZvdZ5kmZtA?kdS1oZQf%L{ytf+KE|RWqKg7U2==swOB)qFsL+XHChFLx;BO zP)}c$C8nXXH8#b~T=OLz9lby**>*-6s6dSU2jDiSMG}+fVf|maa z{#7Bn3Ui~S7duEs@~CUsMR&D!i*Pd?15CXbEk0Rmx2-Ede7hPat^)I%OQ+S0wBoCF z>!qTa;xDXq7CO|X_-9>&Ht~7xu>~XJ4}J;NM=)Dhp%L$mmsulmO! zO7PbH#VyRcKKvE)I#^yCn{T1joM**!YawFV`@-_uZbX*}bjiI%irTZUx==lWPA>HU zRN~?0##@z`lgHtKV}TV+{90ADy4e)CDfUHBmlecrNU#6s*-$szln^4_2 z{;N}Qo`b_Cx~m8GX05iO5EmJiy_pw#7IC-JJD{fhqT`$awuG0lacX700m>70YPOo= zmK?h=^ml=Ji-#$*MgRCOQK0b3Qmt9mP2y)c@wm=-3{AI9`juJshmiF6ZAPbY!@`hO zb0uuc-{!*E@d{9HVZ@ectA7Fp=p}fY(vStNtpH9S$*GE;!g<mssfdizrFn+c@bo+pCN z$U!4}3cr;AT;1Q_pYE29$2Cd%zqp#rvd5_Fmx03h-X2D3$`gqpiIz}H`}RbyUwY-9 z{o>6`(9>F+MZvYpc}c&$IZ1!yZ~|$jh^x)gJIHR<8gx9tT2ONFn*HB@k3qbfJ3R>>Al{#|0~L(pn`NK8x&>;Yq+ z_S%0!B#S-eFyEQpxkle>7eN7mu1H_ScVl^8gQ3)d$J)DR6?2rby*Owe@%C#coc#CD zjT(C){tLZoY9}W;Q629iB0G=H&ayThgS2CdxvLWHRueQaiIRpU8xH?m5iXl>UmpJW z87?b#OD+ciD>RYlo3;uf8qiGPpzXWLUc*yJ%{*2Ish5!!^yem!5~~Io^si#jBt|?I zo*?7g(r$Gp9cdC@kg>*oJfI1O-)wB0lauY}*Q%AwWm-@=5m)7D)=6>HKE{*(1~N@JF(w_b`L-MA=rrOItI8gu>oU8=P#yI7Tk{qqss*=V@)`bkT=8PK%x< zjrc-oCDZg_zQtmoG(tfe6>M@=!Jn<7@@OB;S=+b=Hnop7i~M@f+Wytz(a^k8C$DVq zVxoyE_N5+r^;;>EF*m%cJBXya-7q0*y@WhOGkjG_Cx3f$O-EICSRi@5Y?Ax3tid%i zEvqJp_YVnHI zal5`GbgTTDOvFS0b9^dix6d<$kFJv9%_q!M1DkzQE*P%5BHCV!5&L4x3m?OuU5Co< zpTX!HI!@gAqMGi7f@zYIrkP&L=Is$Il5-!V57B!v6sjX;zWsTDij~o+LdkZ%ssFZ9 zK5;YE+7Iwo@18xK{%LDgYj|szn=Vzja$m{Rl)}TFIRfV? zcTES{i(VoxuA;!m(+VTlNu`>@+aJ`T%>|L< zq4>`p-@^gM2|$n+t~p{f>lKGuxcaYV?Gkl#77d-D>UdF=MXXQ-Pp5TRkcjoSSrg5| z92@o;|E|V}^t7)ytZ1|TvkQ(H?tR%r(ZgFTtOBz=vs{`l$LtdRbZ9&X8Ot-KGq0W|E*-P`uLiqkRo8o;RTfi~?Q)S4?$GtJcnMR7DK z>7P-x{$U+nI>#FpP%s)jFuayAUJ;SkjEs!@FX|EtSETXXJPR4

?<>B`0C?-sL?H zEcJqw-zo-^Ady9dW!@%QT4>N;-Ah;6)Z`%q8Kp(iNjtf}SVZWaDnl>(cjvgY>{(<8 zv~=va1C*1R4t4B?u7b4un^_wyFoYWAExwrREBORQAD_mhI?i||>Hms&aA$UihW5>( z$tcW4RM((3)|HCVUH4;8chITBPhWJl-M4`D1VQuDhD9U}+I&sRM+v^8J(Ie_aAfn* zpmk!YRZR5g8U6DP`2wBPGSRA!UUJXw$ge>~zpFpl2%@hQIeoB@0w3zxU@|~wZJ4oj z-AX1VRgg9t0h|;%S#CwFHgazI@AKTHFx!!{zn_IXKm$vBgh#Bnmziagg%j6z61gw< z6bi7HyxUsklLqF{4xEj(U`$O`Fn;y3ahE5z@tW5fTRj(HrNwdE_-!ZKH=y2O425O# zAAt;-!`ooWtYYtv8kf>3J*~Vc5Xm=&g;r-9%z6wGIqKI`+c98Bt>% zYrmZW2`drM%$BY%<~)J&h9R$KVGE)MjC`8TSHGLY)zs!`lmz+T6VR!NS@TTFUz!alD~{rZvR1ROP))6=R2h7`q^#7IM z7N3YDfM)BcipFY&_x310F3aY)$h?}{ZoEariP6f>nN%&m?8R}yD;js5zVLdo`75I| zJXp=-Ed3Ef1Y6h5_1x4Q`lQ{uELUs12+eQ$qAD20$`P=_CYdL1^Cm74lDB%jCTf3I z2Wd&*5r){+Hg9=4B_5j^ps<$i<25l0!90mQ51bF>01dx^ZA;Z15zn>2zCS$=IExo! z)0hD8@s44%?5KVu8_TF%Y4C2e#~76#v(Inm-ssp4rH_;P#+X*gV;q&KeNfixqv(%i zZ8w(6LUcUD2wAn{tazQBnc`;~v3bm3)fao<`QM4eS&Yv$YWKUNgBIDphTO`1$?{BA z5BJKe8L0s2J`6E=3T4;$ZL_kBNcHV2XN<^;wG$~b8Fr8vIUYA?)bqYqLN3}lV}WnKKkd|B`He$7@# zPU1AhaXkhY__}rq?!Q(^cfT2LZ4DUfYeiH@rIf zY@qhRG+(w&M^hfRd6h3mEpjkja<|B}9-=;kCu(^v>}_vox<0pi-Hol5A$*{;Ff%vX ztf;$krlk#Fv#I8>dPR~k&8tTmPq`K zMo(DH19RfRcb3Vtp2i3*{Adud>uf_X1O zg0URW0w-LhSr;-6C`0VK$i|a?kX_$XTCuYb67PydeN~A6Po@D(4wJDs^{lC+a{N(V zZ%?`Zn4S}#jMzzS9{$Msu8cIgm3U*6e1Wt zaxdEXN>Pd{@b(A=hKE%eC_oEIA-D1SOMX*)CB&xQsat1TaV2_nJ8*^F+ZMI0nZu)Z z&d%X^d7JJgm1gob*fD>?uCXT8lobE&0t2#6r_cZn?IPS~1hz{L;Myzq@c*=v|8R@dMQlCuW{4C-#~@@-Wi1#!5bdhRBK51 zHj=5?G)s#6c+b2Sw=K@DpKx+;c#ijwkl4`DZPaFRn?O>?$#Jz65AQ!72ffhbvNT?w zJ1duiH6vqaF{$yZur~q58Y&H^;ztvbYnX`A$xC)d@0q3plS((HtHCu^s@dA9A6`u} z2F3n+a3buld9s56r_&J>h7@q^w|d-sZX2Q3Mq}?Ks#2j#hCx4pD=vS&`rt=%&E@67 z)%NRW34VtyH@wHGBvd)sDK5WEY?|J2-r3Ngp*c%^(VCj`A{9vGAoud9WVg3~Z9Xut z!GnkU1i69qgpDk-@!3BiEC)|NVvrvgjv9$Z4Geb!A0$7Vm0;D{tjNuXxKLuk^9jyz z4<0sEw7sZVCux!=oQI){bF-YgYuoL^_3J-)KL@}bef=cbMcOIpB6hk?Bm_i6<;|ex7Oab3Z?2p<_eq)uKuomYPxGk|z)xuCo^*_M4L=j^EOZubOgx z(c#&SrKsA=O!Oey?Pp`*;UtME=^ba=9^WZaa~`CN4dZigc? zt|X^N`oC9*Wp#IBiSsn16Ywod(8 zD+FZU=3Paz;wjBYKT7tJW{vm(8040qgD8|pcQNYP5B$fLFY5=ZQ=z6FSbutAd4A^p zVj{MJioHg%J1gX6werWVFzrfobaZz1?o<7v+Xl^$xm{8*^7nLhZs)>r%e|a?ccR?= zsOJT${QFZx169Dg&Lp#7E9wZVtqS7TQ2QUk&OwOJr{_mQFfL~=Wco>-zVSv%#kPiF6BLw@JP5co~1nwuVq4b?k|Ql=XhRFr@G}mw8f6q=@V%CzrmeS zI;+;En5HR)QF7`kyL>a1OSO@Mgc4NkmQP$yE&cje&1i9Kqwv~0Zq3~;mQXH+_GaYWRB=8VK3}PGt2Y*xD@=@jym1a`TERy0792aq}h<%37x>w zB?m1zFL+GI(5=Vl+??HE-f=&+Q4p7PTiY&p73W*T-}J;Hd&%+m_%B%*nNa>0K4EJq z+RI)fA2bMZOY9SJm6=7*mk(_L4AkZwd6CL#lz=ddF@wPP14 zasCB6^QJ>7N-KITD<}&*K{2Jn`%ojiblY!Ws7dt_=YKQ(0S^FkGe$Ew00k)~YB`#2 z=h^&VD$td6Nh(Q#HS9bCV`qeBbNtd9s=c~8b#Y{9+GqBm)Q3_`M3}EEo4xIZyKFyi z0_y}JdLc;(`JC(Eg|(7))a?=5i~hc}Tb8QY0}5ybMfvfVwwKs(NmKL92D155vMEa| z^BPWTYOwBRH}XoGC}uqRT8)(PZlwz=HA=t%PT+Q3^;0(Hq|*8g&o$}0Yd%0t9A0N^ zk*_y9Tx+eRPY=@9`%|h6a*$^o?wX$Gsfqybk_VK2TACsTk2E~nur6mzmeQ&$Kf_2N zt(iA;36@}9y7CtK(aFL^x93AmFQoXp-%hgG<%!3%g7AN@g1;@7aJpx}w{LWLz) zk=73B{HXD~3c)RcD8|3%FT8!;$6269EQc&@*}Hhl5QgVsh68dx!_JKE?d9wumf!jU z$A;P-U6>v1(w#5H&7UtFLavG$NBfujQmp*_Lt_3wpIEIeI}Ujukh7!za&zDVQ~3B)*@s(lDj_dRQrJipl>We&V)FDO+ZJSHs6hD#L^LDe<$b7k{I zln7S;V)&@!&!1`dC2rE*FAI1&WlMcMmvwnr8(JYJ%R;w2>mXby7e;cTQ%he3ybcm< z7Qw$CTW87BM+`!NW|Y+_t-wV@D#}Wt##78mzIqs&h!!rZcks*xBYovA>2>a}dHJvT zMajzO^%~vjWB)_1wd}eBZkL|sjEn}`PgjXQE-U<=+h>5E*}2@x5H-U7%-s5US|e0L zW{kfOhaYxo%8~d!nEha=ZYu}5&1^t@Mr2M_`c14TJHJF-DA;&=f9U9tCm5Smh%j?v zF;iSMf!16M)QjCYM1W~11V!o-u&@=j&XcHO82N`**Nk236YA{nnug+B5Yl)``m)?> zQ@>>9aXH;7RBS){DGcA$aR!iE+%i*EPZCitm}>(`-fdOy*gW|2r^MtdO~m>k`mx4@ zxwLILN~g4kcr#6rtW3VrOt-AjT{keAL(2sG50eHNsOPgc6g6=3^7a(Q(;<#u(~nX! z%Oc`Wn>uN4eFj0dv-1tni-{AutB*QBL`=VV;EpY^5~U{PYb8dKqs^NmKxJ{JSwIvv zLimWK+ES^cLx{jmuzqg7AY!lexDrv^TYII!3=C7KkVLn0DkV)!I^lK8nicXVGxV61 zn_bI*SX#0r$+!}H?f(%+2+~@>*S6A%|7LATFXR1%^sXC_w@`X9XVogXbzaE)VbvFb zYEn%KzC7V{(vY|B7mg2Ez|y9ieVHaQcXO-_!w1mi0UGH)64IjG3%?%~ae%{(Rkk(C zQ&2jzSfuVfGU1ynF^0TKg=a|5R1fg2Af4Fiy zWm?~X)vCL$M7=kPv35aenS#g2#j*wQvgssX(;;*BA6eH%y?O|dl*R*6k)GYsef?zS zwW4(Gu9n1wW33a{9l!karp#L_?HMg~Umt80;`^*g`k*i(jJqPJgM0sm3)F2ysi~-PsvKg~a}DICm|8W}z&q2j?rBDj*$t}Yb>E4Pb5`lb zQ|@#H49#qp(!n3?c}Rd0XNy%ZQJc~*Dmcl2>$yc$g++3Ywq=yXaoM zUeq^U(w^DJMQWUawvC2(m&l1ZY)`pIgx!p%!pQ?Kb~6dN-W6nnJXu8owT8F)!jV~! zD`uI^q9=P`Sa~M3*9k%Kbx&vl-Q{RW^VtYjzDwxR8A-KeFLH7qT|xVo)lVH6Zv+)( z9$yg|4gKG%5b6Y6IsIqC!*>x?<19O~ZUADec7KO zgYOEwaK?ZZ|3!Tl4yHf9Mb{GPwF0DACeE^rjdU!tDp*5}RBUZ0bbB!OykAm_OZv1{ ze}lda#SdY-%<%2jHm4U+J^k~#a3V5^M|4X+`9FOIZC=mu)lS@!2g~vqTSJ<^0Bn{%e~JR13fyniSR$PKOm?ikZC>@ z-S8>mM`JG&?LaM;>~M)4!0E1!LkA^~ixlRCHMA13H%Se~)qe>V+OOQq2%5y*Gm9u% zw;rq)lfOI605`YTKV4m~-UeqsF^Ime8;)4BW6;0?NuMVn3pxjENzIU|U45tcd{002 ziH6w$I{@5Rhn8*t<-Q#J+4FL?R>;pYeU(+79B=!X;U}r*x!Lng23cmSCBTR=f{8wdL+;oZOlB`@gSfIzCC}EjMZyMn>7yU@Y z1&XX3YfwYptVK#xl{=sJlyaM+aGjphUF~gDRC5KIByv3Ad{-0fW999Ju`F3%?6nB@ zYCcVuEcd%QzqXw1r&ZMv=L|S9^>y+hRmp0YM`TBPBx{&K$e<20_1DYX6rX=cMij;pZkrKuM zOCO7btMd_z{9Rj}YCt4il0@KH zknS<(`F8@NC?}-N0dS?7QJhj|6)59;4PBI`K&rWWSl|Ap3EynRl&Pa>akxqgJ zjlc|Qjo0~k%hqeE;V=?o;N(w@De74qH>(^O=9Al@`7=Fm1?!QHzU<(x-C@H6xrYEm zviJ3sajt3$NfyJ0%U)xw8afzT#;)-0?DKKef29ntK;uhf&F3>r5wGuS^2eN;4UyEi zC@tp&W2d25HG%_?YVV;j<|;ZLI`1>aW~RIBzteLs$A>^*9Z(NB+&Cc_4Ajl2761LG z5N~(($$Fh666C;$xK9`dndHj6v~wx#)PAprqdD6=^1TCYE=8-U+q=5A?&VJfb;w*-9Qavx-~KW4vqbZRVZieLG5@&+xD}*2a06G0xGj$#vV=tz$tAJmS4R zM>|)ok>=Kzy5-gADFZ9k=NKr6UDQ{&+R&{$lt5NOjK9J$Pal6a0`3F_chlzY;-q#w zuhgptYwZZ~FR|M#b#1*xjmu3g(|32ad^xl}>s|Qj%uF1lJ2Q-e84ns3L3Dw;YB%d! zqr-9AGj84$3k1Gu1b-&=nj1Y}p1D-pfz_AKq@xhOTu_~e$`YAlpgAK5H88oI3WVYw zC_$b8-tR9QkyNZp(_cAY_-0=v*UmR_F+jjK_FN6Y2adq+dL>OSKQXwDy$@3->J5=h zwnlK)-@^ztJ@+SzNGMXRXqsyOj^F2QEcSOJ$=ybXWQXT!Q_K$MsSWj;g&Lh`GP@&~ z5(tNmHJlop7E~P^fV89VtkQR9&eMhKE)zeoXh6Xd2w5fY;xE4Ss+>t4{|d>tbaH`T zLhbMt&g@hrZ{p2-rou7j-yU;bR2#B=2!Gi&wwQ4n{LBpZR6ntaRyX(Fy$EWM^%cA+ zShT6(#Z52WE&R0UFa%Vq=YN(&MH@I9$dpirsVSK8G78b}iU^;6I}wnf9&opouv)e} z`w6K44AI>^sm02y7gs@wmt4OyBWlbdgb}ze$z#at)Rq&1PnDHt2*86P$9C4TLL(`2fY6YJR=d`(7 zX-A~O2dCQ|CygT~9D923fa2Ogc{vYlXIvD2Y-3Z?EM#yf?xu}p^PCsxa%TeRC6&it zO0uwVt{m+Kir3kAo54SdKD%CPR$X5V3>ZevR~ih10+~75(3K3-3~f2J_Ujguxy}Us zJUW~g5`o?NTMt&Os)=8m#Ra@3EIw_RSN|Pp^6;*Qk&a^`>dzI%2Z_!{S{On+qYAvCMR0Ndydd6w)^+fNLpxh50MTM=6 z#?yHj;K57C=p)cPxZ|2ElAk_JH(l@?kfY&zQLpR|qP7CC8?X8g6cZZ6J)MTzijqOofuA|e5b41(kOMXyj>OwUM0u%bUO|2Q zyY3pCs=FxH?A=-Kb$u${k7OEwS$wek4)_2^bk?984wLQ+2o zzXWCmEVEJdsVts4A?V!lG|Ju}1TpJL(${Yd%~fUwB@54H;GHl+?|zQ6Hqb%f8r=~1 z2la9z<28HpD8`my+``bbF?HE z-Sd3ir^GA%g^+>hd(1Y^DYbO&Hmv#wvrMS7E*4<@i71C0=6$1HJtZi&wgn+rxrj$FQ*8$@1_#q07|Q`UNwmeK zD)Wum0`TdU`%yIe87^xl2h*OZYh&Y@*mD{X}dHMGRBSvgj zk*wVB-nJNGV%5w0H&4!vrC*Z{tXK&Zn19RKnsdD6N%=EgU^=m-T%|;A9(%XzD(dKE z+?f2ICj^9m3qA%vvV?HqR7P&FqTW66>v@3B_5n-O8|=jMd+{OJ zf5S7#%vX&vTPsEhspq$c6y$b5&`eTs|5pO!kQ9g}LEUFi+nEbg7XXsM2d4t=Jc zDIj(KZz)pI&{W^54t2-ZZD^U&_w+o5k0A;3M0i?$#9Ee+c_F3}c<5ZYZ*R2Zs%7R5oFCA+VxL0D|d5(c-Dc6w+vaS!G ze(e_H!lz>d?$~ITo7fr~-109NAH{ftnk)N0omn5BT zlE6X3^_6<5WD7a>Ia8^KbLfjFNlB#8v>fnrhLld}o8!Mqe*NCC!=IIeQHAcU+SR8N z%CcQhZ!I>BSvfe&_SLTO|CQNlIR*!b1T@=wo+ls9HU*2AMP!PjcqabLC{EpMT^%@Y z9XM~OGn(GroqxQJZRAQ+2P;SQ6mfX0;5H{NJtgp?rO}Bz3vr>NU|(ADjE@T*s1s^6A12y@RW) z+mRU<_B_w7 zd-45~5DQx@uM}Is9d$@wWv1P9{q74cUbvBpsr7L+E7fKYc>1Kx%cA{w%>6@35OCb~ zJ&a0EbK>Jn+LPI!55Y?>4=*JW*4?9qTFl5jRG_GrbMWjEI2b3IBH7W3ovrMX{NF&?xWAm)HUf8@%*#`K~*OHEmMRpOwn0X~=T*ew8H1=Y4{Td=rFke;pp&Qm;LcpT4` zgs;yVaBdAgf6!fb?BcUrdP%HJ{q@(nWqj#QcEDvvf4tfbcgZv6e;vs}v_htb3WvRK zsMn`m6$WoSeC=ob&N`3Cr{yU|3R;FFb%f^HWIHXpqVoILw&Z_3u-TlnS3A|3zrF=n zDya3}fHA;Xlj(b2OR(A7;dgTW(Gd~z@EXUNwb!(FeV#4-KS!j^!#Xe4z9u) zYa&^?H@0z>uW)rErqeSep?^4lNMtf@ej(C9)g7@`gqaVQT z$K98_gn-w?lb^xkkI37d=;eU2cB;+Eq{f4jUz`RmyyMUB|7$XC>0d@OGH_n)0-Yv7 zl+yRw3`ATz9P`KRW~L@7%0=endK*4G_f>tE{^XB@b!Qxna82N{sPUfoEg<9vrpd8I zK^j~f7I@r;!-fBbpenlA)4ew{%j(B#nQx5bG+|C$8A)&@fJs-%FQ^( z9U*>ow1i5A4=Q9)5!>&3fTT4I?TR4Fx(Sy9_9cAujs?#B2~*(GKc>c+W@l#uT|i5k zM8Pb*(yG3^l?;65ZP2?YG7!u(Q=nQK2VzvKjMW&E;E@D;VljAQYQ_=1H??FD@~d6#B8cWsCs$%13VkKuAj;dH%qR}dzj3_?*Z{T5*W@%r$L~Xd;8kdarFAb-H z;&_m|_PR|;#F1#JZhj)v3e_==+-^W4x^u^b3|mKp)cj^Y>4qep2e= z9wg^J_Yk(kZtGSVmUHvqfFf$>f*|A434CJsG{++2iszBs<>a4xJKlrX%hbGYvR`&1 z1~{qeF^S9hc+39x$;m)62`jmxR)8`WZ=PTmWjr&~8;Z~QEq(LFvW&XObV!Cra}8$0 z;7INW_w6g~s4+}bpIOTyes3ZvcC96ePdRzC0NJ76GmPEiw?C1 z`ZKw~^+HD`wWZ#>mW+Ej2Hd>bH9c(O*y$eKcgxeF;H-OP zprHH@hF=_fmaXi(L|Ooh<|=Z2%Q0lvId?fREmh*)S5h=Y{5ukAGRXn6ENMSye@@ z7}I+8KSD@QnrxQvZ0|IlAS8_!l0OAu-)~kBw>(W5ABJ2P7qC$L$WEcrs@ERN z^=0))=9L;W9~mH8IFEYMNM= zi%N6{fBBMB+_&TSpT3l1^>_k@V`8(x*@3Qhd_!EYFhB49Nz3|ABS&xZ7qiliiY#yB z-I!ri8xC2zu%Kr`y{qwJ!#->Aha2K0aiXse^4Lq-xyska8u2KGaM|VrJ-0?WwkPxV zkFR3Nu$^BzXHr5KGEfu6W!H-;WQB3DviMb*yc0NF&K+Z~-epwe6g-i!AS;}oe|LU9 zJt~f=D~>qb&(^;NJf~*VYdkwS?Ulym;wsH%>buGC{a{XwP#dxs^8zXt(Z3sJAbp>d z`VbsX8ew=|prpVT`ImKW04R5?3du_ARoCYGLGPC`zj1GCm_Utm z0IypqZby`MiY1(lxhjp7tZewD#E=}R?sGNyn8YQlUnqh4po+7Bfzb{KSOT5QXR}Y| zsh;;Wqco&^iD>ePK~ON)wnjpFdfD9LnSRpZxe@)fYTLc7?W^BkjT-KJMv?=vT<=Y| zQ9ZPXK%w<4p2%pq#`qz^xBk59V7~MOspqMpeFbqZcFiQ?Y`&Ptw^UZ7v^2;C)3uZo z%KDVf(jEZEkK={yYSfud8p#a4?tTC!k$&+my}*H{jw0|@@k-MFXC@XyBHcfrq)0( z%#r%66bncCu(1s<)Toa9>OI!h(rLc>z|Q z93~X8wAwNDz6_FBph@cE&yKTce3o!UrQ&WHLmO)|l6_o1^CDa<9a2djo5RA$&{A0I zNY5*W#j*B!pF7bLGzfznj^6vm@Hv5F|sa4D2;;NxUl6@g7-Y{Xo69*L5RE zz`=9+(>Y|zzd15e|H%coTeE`^*brao7f5*JI0l`S44S&=r>A{TvD3!c8i z3TZmF9`vd%u8<&@HIN zGi~iKcRks-x3UfQ-hi*Hdvgty(5wG34Un2Xx9@wP+UYJoq0(XJ$^}OS=*IP^D~Sa{v;yqy^E6RGd*_ye07!<| zS-ll`e&#S1AOIIfk3YgB~ z=BgOda!ye-e)`fNNijB&Cx%%r;g1RxgoStJt<4MOjlHJLGo))Qm3kTdBu^6;fWM-; z9aGUkW`AY!ZS0@oktU@xz&l6#Zdx<2s`;SrfEkRPkwLsSb{G_+$4s11e!LJ4!JEw$3 zg&q>1o5EHCy}j2J!BQy!(t2EZ9e;S`jI6ukdE{9M|3n(mKOrl$wERkaGjHs3Ng7N= ze&eZPaY;aI@C}ca?cOs3{-BK(2*Ou@tuW`{^S;OI^W7Qt{#&1q+rE1!>thS{wp3Gg z{yGlCGN2F2{dH$LWx0Oe$n$7k>7enq5W=POM>`-bAMb)r6H4bZUYyTP`)08aC%V=z zVg1%L(mB}mphp3`kQ-vf=y%l_s^Md>o!3&p3xrt9g|B<>HWA)ZkXWPUr5L1me+$el z2sxrCLqJ^KPT2}XIJwfh_eB``MBB2cbq91JxUHH>j=_zbnR{S*Bc2(-Z(EuzJ=w?n)@|{ovO~@JtORi3X&cID`sI%rZ1kA*u-79wVBz5MVpok~ zcU{Wli^AAA3|FBmt{U))hq4T4n>c^g5B@KI441n)*5=vO(C~_$#VN<=j0zPtl=g58 zb3((a>LX%4rb->Z;3jm6U3OSX?R0J(?9G^^sY^8W-1fj&2$1(kR{1(MDo^}JgFRwF^gvQ==H!`FEKcuNf<-Cnq!#)yx4%~~%Cx;~5^)mtlA5~+DjkrarI47Q)=htJI5oYs_;B%~im zGU@eav!2{n5p7w)BG*1HKNITVylcY#Q zmZ`_XGaz>#{pqz!FA_Z?7_OjY1BKVOUZRjj*8>^a8ED+POk$2d zIYM^a9QwgK;8G3!H9y*9el+?zl#!;caeNd|{M*Opr*&J<;BI-rgX55`Ui7W_)t z*mS-=KdqR3?4~oTb$6cpyzXW!T*Y_$;_xmcvKG=e>%_ZMlVrkPnMv59FU$CeyO)Q| z65i6I|C&GXu4H7S!#9uzl_qFl>gY?;NGt}BT%20flf|#h${M0?opGr1^=5i->?R-oZZ06edIWb#B#STh(Rikh2Lv(Q|Uwxpl2A=)sy-LM=Ia zT}8#uOq`dnw7pETl!EZcfO^|iB%Frww#?%`_bnL|*f#dQsV_qn=fG2@`sf0-YKx(5 zHTI$HbTZx!@inmn^-Yk~F1Y-CKwPb?8@*_j zvG>+6c+PE~Abpcs2kjwbW_ZscDDdt4!i=F1D8w1PD2aUFt2}vo`s$bF!_DGK<%1>t z^c^_eO?ytO+ip+&ByPfdMoaJ6Bi=|}n32IlQ$?#l(x)v6cDgPVU{Y0|^__Y&&+Kcq z5VL@~*A(O8XWgqCkDmK%ar&s3SB{Wfiqufw!RgnPzpcW{P$f&E8yzlrOh<5EcHJxA zLJBQaH*YHQ&K(1DIVzOi=~!JQjEVnfQROxdr$ih?5B(yc5Mdy3+; z8|NkB0loq>TK9dRlZLHeLh?zqvsdZLYkQh%&_x=p+H7`|f#7Bn7tj6R{ z{v(@FBj#yHa|{WbY?@&YxB2In;?C0s53&8o%KTtG8P#^N=mEYcs+(Wu-F}6WDZVL= zZl!kuigU_MI`W3hQNC~Ti?N?Ky-NKe*0@$5r9TUPe{{rf<)i_4FkWXH%WkQ(&d%(+ z{t7Pf-x%n_clNDsT}m{5j?7&zT=^oL+-VJ8Z;=fNuO$rwztGfojWuVHYwUQjbA~)( zo{1@=2U%1iC~X-_G`l0L$8k8J68HW+1+ZY|I-l<0KhX44(1I9B!!8ARkRx4 z`f!HsS3Vc?2LTQM@T?QP-+x?s=d3s{mL4aU zw+uWdPS&W+*Xml?kRo{wkwWl`g=)jrf;73F72 zG>1)6wj56SR2X(vot?D2R@F*z)?^XCi2itUqEhKb#p|Y(8tISXgb7+;g{5|#^ky5+ zH6!cGX2s?Q{8-FeOqf{}S&|inD<+tdXBH~sa+p~v5{DHpWA5jz<;iGHV}IRVTFO89 zqciB2F>!z?SRY|i03iXm?cLt?*l8)v@xGOFy#j0F&Su2zy)>s;$844t*#M65ePcH97Ur|fTYgNp(0r_cxI^Rits{~Ok`IvQ?sqNuIfYJZsG zMaip>+KO;Q-5VaVI}k42xpVF$ZrHYmy^u)iyE`8`WM&8n@@PSxtjw9;*uOD8 z+Hv@EvJTcvnD^hmsIgOBnh&>Qt}t0OGbQ^Y1RFcAJwZOu4vw4Iff#!s5(y}0>%wv3 zaV?3ase*SGs*$j%IC_mI4$3yOR_L?v`bk~I$o86Km!%*jQ1Mx!}Ea8wCN`SD3gNe2cL+)nAIZT?OrDtz)fRHun+%CfwN8 zkb^e<<*qthkBN8r+d6|0kq;Az^J5E0rk%8+zigCU!U5`d4aMy2bCB=xT?Gmky zYI0a0R2i|DekYsnNB<_V9~&mKtO<;6ZU(xr(`o&*=3>@QFUg^2r+Z3%!8`~kB7pAj zwtTp&{x3@I%GHLh*aMl?2#twvU*;_?a&bUJW14W(8P2M zwPMSkUUL9Gt z{9#!xjSK+7m|TYJN_Ra3pQA218CQT|3qsU^ltaTP_Ngf9>p22Ht}`#BV2159Py2=g zL%|w0!bzuEi3Zl5Q^*wu#)@y!sp2WyQB+=kh|&MR+nTsxPtUScy)e1gWWJ}zr2f-~ zBXfW@m>U=zBE$xO*GQGEkmMlNH%Tg7=B;d-Nfb;YvVo1voub$sUzcg zw(Hou(h2%P1?ky< zplR2r3eW7h#1B#@Y80xv3EsRu&yo%BWYC`?hgUgy-7&VL%1+eTns)a}jQR_PTc&~i zT%D%ldQ4ml<0HkE>zTrAxk91U!y80aDGT-C+1UM!ixE z=R?MZ?RZ`haJ-gn>k=%YcuEoz8RuZt#$!GqAt}3Q$E;P^cyI5yn#&l-2No{buE!?8 z8$RNV<=2rUJkKIl&y7(XqZ83BOKH+ib2<4Rpbz5$r??`|LN9y!ip1Y#avkon5T2LP z@2S|tkYu+f5DIH|;&oJ)^)M+JFpVjC1t^-GMGBs^y!Z23$@?Ns)n%x^`P5@~v)(kQ z-(hr-VI%SWvpJxD47>?~ZsPz`7vf}Ylr@x(K!}skb4a3RTGm2UR3p_S=~E~!(Xemb zafac=`(j^$OyrCJVv zy+qZ6)znx{<*eAw_AJUq44%v%8O1j}?O~tbisWfp6vwtbOUwntIzWH~EM;WC-|T2y zRzu)!EM=)Lx)&Uj2;-4za?} zdD@I5CJc+X&ZfPMh;7rCFW01NFEG>ZZ?)}po~rG{MV7ft!)lE7F<#`Go>vkQM5{lv zhrQiq3>J6(2ucQ~jP=Muw$<4}en_UsS`)htOL;hYZ)6v1!A~n-xw)OEK&{`eHrxa? zBV%$k?qgXxejI6sEzKuF{1p~bdEFJ&&8`M&iRySA6pKdI<|2GLL`;e=c|>HVFmO^WFwq2)K!x-V(T91h``@lXrH?on<~jhEWYIy zo;fJeI0feC^&lvGk76aRC3b5yqDCk7Yl|$ErBq;zFI_Mk-bRw zcALZX)v1cq`y|NQTi4riEdQWIZZ9+_L#JUIm!8Q*ZE zgtQ0zG(=8CVBqMJ^XH*9 z?9t#146^GO2dAc`5yB~a@E6k+;siVg!d88^#X;@fiaT?T4y&syqCq#`z1WlZ z-W;F5{cjnR)PE8N-P&N`e&+GvYzikv?kFv$D!I=pKoaR&zlqBmbvQBXzU(%`kUKk2 z6TfH_&gTSUv>6_FE_OXnmS$jzPfw#@SpymK|HAUZ!dDIi9h38cg?qV zYLsq?4{daf_KW|`WV|)xp8q{y>)x|Cwcp;JCVgibx!K|8hR^C=|2wh4(e4=5Wf78P z$taBc-930U|8AVE@SRm_X*iCE3pGr@aBGKcrBNW{OgQ#kz|Yfq(0wF(yA)r zKCEbfQas(<41o*FG-A5PkAfWoPGS!Ssd2Xi-Nx+&~9Z z?ibD~qmQJrs_2eG^8GA{UP{4aM=gu2fmxtn@9H&4{D{!i_|T0Oo|_|Hv=p;f05HeF z%^y_Oa)eS*X}Tsgt^m~)n*RI=eGz91F#rHBMb&DHAH-#Lx_Z@+qgUbYFI{s}1`U)H zBZ@1y$7)iLsWKSR=B>p+J?nZw;TbMQWxBOX`CLg+bq2X`-*n_V-A}LYHADe#xy8|j zr&M2JqLaU-k+JdHoTi$Qb_D_lgH|5U_o}WJt#F9`@4o15YxINZ&cz}0{%CId~I<#>N*miNDe&k`HN01wg*nnXqimlNKlE* zdj3kUg#{fp4@kY9>?F1u=;?XEdu;LjZ|McV9c%!u6H^^-R;zDwkGaC zGtK=A+$-sRC|8^-i`q+#RGZedulV~KX5V@T1`azoefIsYj|yk55+B^+uqhQroo-|z zXIoRmy>`Eu|8z*QoBRPw8?KA|R+;`qw@-=wq2<+>#ZqOHBbvd=O78UJXF`Wr$83^= zWefYj`-Q(dWY1$;{vYWe&<1=oI+Qe(?cso6%juCgsD9B_oR!u=5Y~ey8T1&#KBRRx zyo5Sn(XQyJFqaHgaQdIl_%bJUyDiBU`&C=8betz=Wf4}r!}{OBu*Ys|8@*U$!FxRh zl}>um=}aZ+3TiU-(t!69c|dob!=i_9Qm_y?)J+N$mH(hMJbTwr8uh9e zpA#z2jCk-XrC8?A%&4Ib=EqxPclm_S^K$%*;ye)~+m|&B{Khb>pEs%4GFng3KPUIN zzz&b!=1dDvyJCLPFL-8ogeg_k%FBX`U77AB3AdLD)`1}<3oqM2>W|` z#VYG*jqy1jPgYY{W1PRYJYfbjtfVFd8edaZz7VTt77?EkdC~G^z;!_2>O(^hiJ?M# z8%UPkVA3I`3YbulG90~Wo=vwpz71fz13rec4mfp6(e#qzPgI`^4(2IQkJilAcDYba zOklPqz?{C0xxA_hG&lKL=7rQ}!Hm*MK1Wa2@33*+LO9~-rvuM#0`AW`X;*`P*Yiam zNSVvZuDYo4n^Rw_Tky(SB)gQf5XEX5zcQYc61xGuFmy~T)uFn z^^(H>+GF>Djl8^tw5)KZ{F*5lN%~z4nWqHGud)8F@sA4cE$D-luRNp#$u$kBH>Uwx zg&1#Y7_fZOdg+dZ6vSMAhwKCjIsLxv)X0J_c`U#fo6|ejOTBwNj^4*~b$6hVN-ET- zWrfCWKf9qDC2I$w4);dDsSIUdO?ogE+NU_S2hpYf$~&%?S%1*JyBi1?cb2%v{#7vp z{%+L5f`s)Wsx)54fKGs{9%rO&EM$m0eB-{YakMZ;DZJr^;0u`)(J%!f^ASrmac)t$ ze$$>+QHj5Gkwv(db{eRIb+D&dnMp#9Ny_enl&-EZS71obY&eHxt? z2Mkb!mOv8-u?co>23Q+2QN$buHCVA+C3-oYu-Jw{zM6=~4w;3Wu_Y&`W^z**j!!R- zUfRNU0|76RhM8H8U3vl`g89E67B>Rk=NgOSs750?%OmFU{di!!g|RxW-tTCK)3?_e z&SQ>CYse*IG^hC!GlT-V*9E_n8Dg%q%7tk;Pm&tJJubSWDAwA)c}-2p@s142e}|*& z(!a2SzrOlc-4_SB(=*DYI6BLLL)`o~-`v#;iRa0M>O9?hcVi+Ax6Fol)pVIS#3o(dSC9%=f0pX5xTpfA%7{gHqG|+{KqWuNX6X}o~rR? zhDZ9~*m@rOjFX;r?QX)s4KJ#dcs<`1M!Y6mDkeWa`e@Gyqc~ep^&y;S< zgn7c8`Rj46VfwXO+S5MHalye11LkvF`vr6P#M3ggC)JMR7IixltMh`E zJB(KTt#1A)Zqe9FsVz(i#eek`AX9^%hd=^$B(k>r{R-~>`z!y=v71V(w??l4(yyq7 zk0o^D!?QCA?JXPY5A8|g@R#!c90IqR#MTIxK-OQVs2KJn@dqtSl^@W-dv9|KPy288VQ48Sr5=UhV|W9ViySs_rhFFIySSpsux{ zk3*4$j6<;CLI7m1eKPSrOphi!Myew2=mlP$Gz}stdXS`^oSasg515njUuvQTQ`l2z zvb-HU6sm~Duc(Ev_DR9z?XvGkyaV~6Va9z`*YptMF5&nRx*v#Tqv{wSP|#-R6d{nK z-Wfe!6ZqshNqV!t;J;1rNu{VHrqWl+jzcis@{Nkpq&r%t`T4%7l^E&YVKYE!i(n>r z#}YZhR7P-KC8QiE=q@W;1{)VWO$h40)1?w*gZKh27GI?buVJHoVO)`0111o;(R)DsW7kd`3!yS&Fxy-E-nYVC2G|gOz_XSU^ldPTpb-%dv?;?N+Zx zSpwLj9+sjPv4j0$U8WrB;NE*v`UNDZsp(%cFf|Cueo`t+wUS0VEfU}&vQ`S&hH+ju zQ#Y0GbJ;{Qo4UrBK0UG|+zv|{5bRY-WjMXQAo$N$RR^la>iJ~pv_n(d`1NX%5A@9oEcl#|R4SG#loHi{5r)6*;UWW{oxew> z|IH4X$AO*^%gkZfsJ|x6c~2dm)Zt|_*yB&UC4*8jex)~*4gHHCFZ?<=csG#L40L0_X138Fz`FCH@Qm2!!r(H z^h-f*83g~eRjmEW^;3P7=Mpz7nM_d(`R+N@tv{{pR8PRtx=tP{+rL?8m}m7;0uAJR zhh}HX0WN`i&I!;wc-$;rME4H=$h|kmR?WTl85`_xdA+uObNgkwZA|DysfARuY?mIL zIqXT%o=0kqwPhgy`EOQsEKG1}|LmE}i!P#~fXMGZqfB4$vdHiMYu#u&eOKF`O+NbP z4-^NOkvk)r)%YWCs7k6)fG9bdhoEuI|8m&>CO0QuTwiN=nQsLge*La2yzw{^(?4NE zgaj{ZhDwmh--Daw2l->2{FfwrSI%|wavtqk%&6&QsP(4hAFu6b4tEsyhvA(OTC5FL zWfK1{5CcQ?2^8}+XEt*YoFHptSY2)cJD>`H zI=b4C(RuC`0m_D&VbRv@eyyPh>!Jtc#eB&+=9RWUGNt8J1SvV z8pPZH>z0Uj0nM@R-PnF64|>dMF@EC!XvinCvx(34^YS*(K7XACZ4cYZ$?HF!eREmb zZE3+iq1gIZ^udNcB`d-pgvLQ`#bUc3y)rW_UzisXy_&`k&(7wkp$S{F1={M5`pVBX zcHj;3=^JTt4aW5jpVEh0&!lA}$rqRsn8@D3<=6T(JT`Yaz8Ld3{;cMGr13R7KPyHvAE~WZ#KkJ^J+fj6$yJ2t z(uPMQ8w?%ZNbV?>>c8#VEB_i9%`mG~YrIt*(dLNZ*xMp=szPhiBO~y6>QvMV=NLn_ zjq2F0C0R2?C7$r$;YMNalh1no{vv*T&}xz99-HNe9C18<-ka76QUYcY1K&^=$i*@B z;j{;P&Z}Fo|Itphf#*^o<8O%?$n~V4Y`7wXLA!nkrljiG$7%h&RrH(1#!wL@o}NAR z|AsnF_g#zH*At5K@tJ}V*MageI?|~`Gu6b^Z9fAIWuHAi?83ua1 z*trlsr{cNl0E}WkrjkIrBfkTWqw&?hGBD>U0<-2{IkO1?tD!XvwNoC7nW@c?P;^Da zNo#8pMt@u3q!z6_uGf};dwqv9d>|&*np3xz!Awg2sNZqfj)%C$YkYLwmqEQNkzyrp z*`26IwpL3L#*tlVq=rI)DSo(S7EUremBia9X$u{t!8`&V?b?)v8kDZ~es*_4T)hf8F<;J&4;v1n<7y|^i*SrnAjFNSFnLnn-|5xUE5(W}FyDNL_~Q5aK}F21 zQsU{U)wb3COfl~dXmL}|?t8g?n**9gCY@^0GxX**@6WaO$~+1AQ@iL&*afgclLshV zH-?;SwS)g8Ii$DrVXnjZGw+%~druEj*)(!yse?0ADfLR!m*;3X>_lIeis-m01d_#5 zh?a=-IVhX=+9*;1Q-#Un10Spl!vp;2l%hBLH_j*ZPM$pdFoTVj5Z5S1X(kfv%in?jv8#*ZNfMQF6V|C@FUR<#FzO?m3bj1D>8CuS!cj%Z z%c}21=g;cxW4|Y?8Yz&OdfeC1pUL&xZ7T-oy_>{iHn`HQ=}$;FtPwfm?|yypso5a8 z6Xi&>adsYGW3U!Po2Av>3|6M4PqsjKAf4Y0T3MYJZ~J&=X$6zo{`Zsf>FDzJpB5wb z%TfW^`9{53rKJ2o=a^a3gS(K7ji4Pbl(B~>>h#T*ZFK4J2rnylC(x#2)_p2w-4Bx* z3HdBuINdB!OQ0fYIdRD}7^6cI*D%iRCpq;p&Uj9mzoQy+K{T-bT=h&E3u({L#0oM4^ zU4j;Le!}UQf84Fo=z0u^ciENimxw=H@U!W=nsl7^Dt-MFnN2)dYY)?Q|20^xI&Uw? zNDYAIY~TNwQ#G_ETgrHZF+Bh`Kv1k2>1)wXUcp?*vrX?}-moRzY&2qc*eq!yk?8f} z2_E0&&BEm$Y;^ZFKkLoLQM3XJcMc#gw829DEr7TjAD_7wK15uP9kfr3cBA(RZcKKg zW~Egh5U##9JxcRjI`xtknr2gEnMBMeid`SrZq2F!qfDn|CJcT?7Q6s10@H>Vc$y9< z&rexz46$3n8w3j=SI_tp(s|%UT|ajp4i?sO&()dv1#yd8fvb!tn3JYbD0upY?(n*~ zZXZxd?Am^C=Y-h{UisdE$^)g5SiKCL4__Jf>vfhVNe+aZ#Z?4G%L6R5InP62a#Sjt zojKNyzGi{hxb5KjD_*T>>_^c28OvIyw_h<S~gFq^F3(KL^9KcVFrzmll}bbnOa;lguN$Nr56y$<2#_wu{RV|dv=>b{UVOun0+ zvt`D<(wKHbPQ29L$B&|M|@;EjEGY@IwZj9=mbrgzumMzkufH$Yx-L+4n>ez0Mwt z1`n{^TImcrrbb0YR91B=o-S_xS z25YNiRwC;fUM3a`cgqIS&z1-MdEfVU^S_>nfUx1cj#r-dF06%;NQ62q=exDppa!inUg*-5JZ|}Qpln~?j0xp zo>@?}sF^Q+=7oY{anjTe=iaNELPtaDq!9oTDXena&iIEae$*e@dVDuBwt%2oNVRVI zExS`5nRkC~7 zV}9HzDvnv8kSVe!dp%&DR;AtzU`!QGtp}~m7t1?uC5;t&b+d5O@rLk}v)E?i`U5q{ zjD)@wr)x~|lXHVV^k}X&?N&a_cT=)o?{v_P)N6K5b$E-TRmKC|?{`)xh^Vxs%fawj3;)wE z)Hj)|{mYCZDzD+)<%lCTJ$c|u3Wv@usq`y!*(85ov)7%;zPH$4woc!Tad?f~H| z^2jAO-)v{3w{n9FC4PkFf~PC($+CPom+BSe3L@@AO9%B@@up)dKH(K*YA?3{c$U36 z-5O9XG5AaMI#{020237GL#S`k-dQVoT}Q1sqj7| zTt;9mTluZO@rOvGD_dv0h>jxiS}Jn`X_Bj(?&>a6(_+4fp!ZET>At!Bm`%6K~5@=2(MuX;?gRE@&2y*gX}_>xZx@= zr_w$T4*1x~0TQHba;1plM5A)BUC?*U!gBU3b4s#51Wx<~jjC&@KbBr0a~Ek^>~G6& zg4_4_6+P9UaTfypw6szwEV&!Cb6C+pmP?4zYX6^U@|NIFWtAB{2MXYzfy0}d+kO`Z zP-y;GzqB^YDV^hmGN9Xr9ORDB^Ay2e_tz*w4&3sv>eByYgq;FYO zKw|fjx6IHE=ZKA#ZL(PAH-(IzT0OL;8JVszHU-iN#kA@fL&U#uQ??VZXW1_^N*$Gm zHEJUYMr#3?!Jk1)K8B+H_>v;g4=9#SmuRL6J4cqK;2G2Q4|Hi-!;3N|`p#?4;zwI( z)(DB`KNC3Wp*A7=XnkNV!S0lK4$0~Ff3b0wnZ)7=b`h~C8=7+{(K?$Gyg^o>5vLuI z>Jilgy!6tYxY36JU7rSKuX zlC$f}H#wPzNpR(M@;FU_NRB^}$hDzLzo+L$ld75bL`CpLQ?f@GklY7-eRg_QYKUxG zKlhOb+*`K?)a5gh(tIwf7{9i(3~L&4(Gd}e5|7cTRmF+MNAFw6r1zOWT~o~EVPHvN zybCvoE>=n{^3F=kqBKC9NMPEDkFX(0R?)hR%5;%Ey1cxQ^Rq``^7Lz0=Bs4Uo}E4_ zs{K*RRKp6@PLfN>lHMEx2csoX{uf_QS#PK|=CI0!3%X5)^WAtyIW)|GZ}UV3ygQY4 zsc^~KzQY~sGNfEzgeQ|aHBm7mae+dMo>?qB>xy91{hqVhWYU{<0%-{UxrfUVy)4Z# z&0$=Yk?L(L-c&vqNjRvzX6{rk!YGr73Dhk|=WfdJdFH-8LxoTk`^yJTbeb~FJDr3^ z=Tm3qet@$WIJ%-9m;dp&J?hL^=-~AzlfHj6W#&FoRo( zjiY&KWFm`N;R{ZhES|ClMB_@rygcg3y+K>i?&-ZPSKMNg6x->bC>FEY`e@tg@V}Qq z`o0{=9x+*9N%|u?`gI-Y%Z44)bsa{cNV?caiSD}2r`9JD-!XeghJ zk;lKg*XZe-`S^VT9)dS3dEcf_G`GenY2%XNl#C#V1|g>#Qld|dK1cy2IGu`eo74#> zk4{)*HZ)$7r;OzQ!cieieRI|wvL{`7l)%H@t=q`f@ZBAOI(bNX`lz;y=@5VTP3+FdS5y#KQl#>3fQ9EL*s)sbHyc9x zKPQV2?5Vj+m+ClZv$ff*({s6 zvT)I1x_YamgQizVuU~--d)PF@=LGZhR~2ss(1U%I7onGop!|}10hld0>Bg*dr`V58`81l*9U7b)?S!DDTv-rZuzRM)uZ7Yx@ZQ-1^Pw%yk%A>EC1cPSt#jdbS_(jeVPC^1M%cMc)l-3%bzT|?GU z%glA(*NJ`h*&F)#My6iK{TTMqFVWkiQy2hd=`^4glYl;;rAaVwV%b{(sHz}ay!Kx# z75pUzL5Vhd+et=GWe%cE`*hYEUW?ih@o2RV3>H$UvcI?tIdR|5D26HLS1*wLYHufR z^V^FyY&pj*mR>sKnHlyWEn?wS3i_{-8p1$ae3Gd@TD$xt8orq%IW}yQdHTITXDc)s z;jk9z@WjX}ue#e`h<-rg!?n=CsGQ_*kb!~kOv|zFobsgxfblsF*<_|Z-fgWMKYb9i zW(S^Sp_ zMmHPt6hw-HyyG87XQrDy;(RoT=(>l!9Wnm z#NPlM2;#i>Cq3f2zy&Ndv_Lz>cm)KYh%aB>(!f3ZmW>WCZ#}HZCdT7F!>^+ev?FuE zhELZh%}3>IE3+a(CTzPHjg>PtmXyiON@Mnj zEjd<=K9AW+f{#T8Akj-VC1OjQv(eaSxD;rcr~enR^u-Ha?@vBfLof6u1UdKf)$Xig z;1zyGmoT0XNu@>@=o~oDbZt^ula+&9=7iIDg)gEe)HY_b+(*dTXQr* z_DxZ|d>j^GiiJR^566_0;I8VMG*h<$FV=GqQx1A{M~D5g(y!kbMS*{Zz0X?NdXE}x zE3io^DA=y`5fQmXcxqC$^_ZfV+k~dvvb=}j<@LKn-AkI-h&~13a>RKX-`DCphj7lL3~cD zsPLQWy%z(S=t|DuvQw^Nhwf}rv&1g!^t^f8Oo&Q>K4snBGBED6DdV8Nh3xRED8>Eb z4%o)cI2yGgY3+N0<*y@O?~dz*lwW)poF+wU@p2+>t)&h24_?KQ!jM0(4?rzlP9638kWSIQLr8|WeFlFRWOHH+@b#JRYzBLy%z#U3-D?9UX z$j>MpIEam18lu`k9=iyt0#U#h+Y~sf<@5gu_l`r3Q1Fpl`&(e`w<+6-s<9Ixt&VT^ zNW?l8V6IWzUFYU1KdeT^6{N<>rgq^8@Nr*wsTQ^(nK1cc6TBblkGlmyQ(@IqN=y#H z`_^sB6}smkh7C$-f0kaPUkg3WG)&C|{cF9{K%l+9ih=a)4Dv~o^q6ApD`r%<-^vAE zc!^6Q;!sJ>Ozi6&x0M*#X^hRn{3>QC3M*y`Z7G3Juft3gFarDyPzOUXJwV_m%*j!r`7hPHxn|h zmg)UXcL{_9l%0RRG4O1-+$k%0h-6>)BfflpaTV)mu3Japqn!(l4kW~%gF?iZN6?wZl$Mdog&%RBrc5cCO<`eW zUFUbZSw{0kiSJrCyLH776TH!Df%^PQn!mxd*N5~9Ow+p2^7Gcwx?KnSs@;Tc!S>5T zLL&k>o6Xz7@@qUAI^mY@@oza?-xc@CT5s6T*el5=aHv;{7mLzpiY{`i8^Aspn}}aW zp{0)UtBzp2UEugp4ijVlmm;v7Iw*(cE)y&*E&Vo9IpoN{?>1&F8Y>{2^Y|>T6~9tE zn6`DCGfeh0IxY-7G^7zD^t5uZW#ilZ*OmJ}+Yj)3tod7^Z52MpNd*N_6zd8*!QfC! zSBrkyShGPzonXRvPA^JHDqKLzLz|a{!L=r(BqOc8$lA64FuplM^^dqRaHmOt0g05I zr-Dy@Q-cr%yyh6VQePMPkQ^>&^pi`BdI(>X%nU0Nl4$8+5VQqGO6W@%|1Ck`bwhRy ztGRNJcH(b5!9R$T)>9obiH1hk;=W~=)T*Qq1BOS9*k0{>p(b^`sMC8>P=wfsv>>iT zc69aw*!|s4^;Mr=bR#LVde+?Hh$2k6k%I$CdURo`lqtyhv5NW5WnuPZ&1vnUNh~u! zO}TFgPnf>wX3ZA%Z~0L+O2k|37C$G$p!1t13dunZnZOz{pPoc;_{B@CKZx+ojQTJD zts2*?63!c-3bPbz9K%|-3tF0!9_Ru{l|CL#XB~Q*?;h7pE)df*nTzKS-Y_wwaEr>C zYvoB303({CQ}-C~(3xC5#K`-w@KrLUu=MK=p0L3`Wb#kgs0`Qx3khtN83FUTwcT?O!Uh>(#@-)$P zxIXF9Htl&KSTSXH?e-hI4^(c|3a=#oOyL``;URnB8z!5-c(J$Sknlk#ZzaC#G#1<9 zpAN2*t@@nhCmp=Y;>|3n&!%gzRJYTR%p8tj)tCOssAa&D=V}|z9-;QW1LXludep+E zm~T2^P?bkWdQsE$&5})O6&=g&N3?$@*81tNDkm_}pnvDz&{uJOcm9yxyk`jXROZDe z@3*M7Gi=a$H2RrB-li0)a63~WP73&(K&~AQ|H|K>o8E0ra2%~X3~LXZ3~#ck_o!(W zzP?~gxDw)Hoyi=q<{j%=vEky;lm*uGxHUyNA$@-aBTK(W872Pc!1KN`M=%%#726RV_K0TM)3Y)dZ!XWsi?$9v&EO8F?7bw} zamgxKJcWdU2h+C+zwiH7uPnVQ(9RHS$cP-LOv`gP8w~D~tW-cclrdD89BYX`){|>w zMk7b1-e8{YF=^?;X~KS&@7DM@`jT9);c+EPLOyhV2-tM=`8o6CxOJ)h+4yrKu~UXq zj)oU&!dv;=F9~ck$!9#9X+o#10q2G($HFHZRf={sc;;x1EPaL znR^0-o1T$Qn-UrB*nG24w*P`4{lU>U*fG}@;`2W1=$Wtgy01C_)JB|Z&CUBm)R{~E zgR2(UKVJ$9$DjN`%Cg$LL@E_g_=c0N4@2oL%QwsYGrO^ zlPa|n6hWGqZiL4^?DdS)PB>>2PsW_3d3&qnyTeRa#q434mg#GI4`~l8jlYQO7t&Yz zW_ArVe;~c6C}8+=TaN?Bwqm;@lzJ|?tiEn-cp{f|+?0sp&Mlj#yJ3PxO{c15hGodd z7w^ejHzgd?2j&Ib=g#1iOLb?iCGoxn7IaXa*YQ>f6S9FCR1&DhT66!A|6Q|lW}`ls zJVvm&{87xtU#{50Qt@i#)N<8t-TX(&teg#`(SkPbR6*BG48?olMs2@-ad zgDKQ=mwcM;MzeKcYa;UIz3MGXsYQkv4N;@`7P?j*hAhr7)}p(29Y+-Rc078)gs=XU zdgz@iqMx(wK3v?G*~cwi0Cgi;@U+{&1m_2K3`GnOi4Q~+mrX4leK_9hcVSZ7GhR1V z>W?7cK7X(LDVQ)8nM%msQYMHiOqkzwtXO8%dv*5c$nj@-G1{Ulwv)qYot0coJwIs6 zkBp5TNM9p5R@m4vWs#(3e3g#~Xne$ND9jEAO3d`d1idtHHVYbrE6)U;GIw+4jnN44C@8SHoimn^9+{6Gk zpVZ#xe^-8-n2k;vkrFxf#-F}Dou0ml7VPET7bqDbW0*S%`#?%JyBFYULWXk3tWCBg@(-g^W%e0XFXN! z>fCmDJ4CW!KD6E%VpTOHKvGp8oAq+g?!fV2^g3B{v9K}$q0ayg<0FR|i7j9L ziA0@>#mn&qrHpfL$;|ZYUpJQYNB5(Yl=ge^6ghLy$Mhmpd{U^z#eogs#8@aelA|VC z2As+wC7h&x6(1B2>e}44$4S~~hoF~`dms46)D&~GT62l5i^q3~{W)3!5NoY*QiMw; zD>@sHk{FcI@Aghj8TvYIN0JOD!+w1s&IM0P-$s?s)}PTiGE7|BfAT1{Ed<& zjoGwXjA3AkjvjtPFX*P_CjXQ&`kU1j!4MiK>j|O9T`n%;?z!<0U9#sR9ab3}>RkjPKR2gx|^L}vdC z|MtraCOADmuYM&{KN5fWOgRbm_myodN_bOYke(f3>QOw%R-Z`J?-|<~sF~{RRijq7 z>(V}H8Q|^Gg?e`jVmTLT;n^(a=FCKeeDaiIQ}z_mmOH0J12TPiWLr4r@2{VK3rCgf z3vw>c;I>(=?Fd|abrNRCMb*@kZBZl$~ae-{+ z1l;D&#rjcG@Co>YcP~ePeQ@7FyK>c_aOLDQa~-5y?Y}=z#X0cHQiFq~scD8YkQ!e^IRf{yi1~Y7v*7& z7>LiAzLcmHY)g?bq<;S$7?TmwYm4uS5K0Z5qvrS#Q}_+g?tf2scxy8^R(WpAXRrJ2 z&p-dt(5=+(nkr{oQFVF>J!>st-wi-3iS?+AWA9&M<}S4h$;5?IxTG^ols`hi=0N!o z34^Xv*R}8}AVHc?xwjA&YRZ4W^gb!MrWH{qz+f>LQA)|4=gvF;OI&Wd(5Z|XL^`1t zS*TT#VAQS-zTEkDSo@6Cxcrqw8NlD0LtNNO{KLlJ6805eK3?6<$NyCzg~Pf2)$eHW zeaJW?F7c}5aOFI^|EWUlhfRrNgSx%ZC`f*fer}|-GFis&<#u0D&)y@n-Qkev5sBf{7NK|81Smm-F9*Y#y{Y%RU2X}KQ!si!@88Hkm-du*2HZxm#ho8 zd)98#&q0pnjX31HdM?@t>;3@gaQ^q&cNr~ojbPu^)yge55a)041n-eg%X+FFxU6UkGLO%)WkUz1yrPBk~=X4 z4yj+{QhVFX;Wy(G=Ub!}e>T^gi)wI8uCyeY_}P^p&oveVPfwI2ypFrUoe!KE*-hOv;+JHUrVbAL#HjGRH7zqIuNEw~`h zTv{yJ{4ftGnNetg#Yi59xDUO?WtY#bjMvQOjkeeGzv71g{oM7+JQ+q_ermT=zks^5 zaKh>2p$~w%$K+P0!n%AVwQ89|Azn@rK~9**wMijfi84YXivce5d9bQbgHnGP_XcT~ z6sz)}onb@EF-JQ*mt6|alTm+&hpo@p!iQiUzy|Z3YqMiRMz)+e)Y5Ey?mS{_{vNPu z`a=4xq%Jngjo)vru`Nn| zkXYMJZ1^jokhM0QyLnE~ID2ijerPN?hrR@S`}km{w0}X3nG!=x!QToav%E3d$4>7u z$`xo!Ds)+re#oV7qvoaI{hJOQ$%C6<<<6aBM-__bILC)%wQydF6;V=|j5^Ua1f0sj zSD7(=jFVeZ()clzyP>C?d*vF(O~)`%P2Kw6Uy<31-gxYdT^+)1y${`M*7c+Sl#iQr z`%2?ZibOS@yR5p&mfdLEW7~y30aD)I^eIYdR+w*wI^po6^h8@KS6QT`^Yr$tP-dQQ}nWtKrVAhP`WW#Ej3akdelw>vUE9#S+@ zA4iJHY@}152@gZz%=tqU1m;P`gAd^9{GOX^16j1%Kh<1Yd-gUH_9yy&iR~AtU8wKR zxQ8hRIRir*jjOnsJx|DvR~MIB_Hy9~U;Cc@B=k7;J1WUzx`xk}D~|W}WA3L7Gt+hR zXUb$!-j!-$NW!0^&!J2EO8}XXWVie5lJxTL7@%>IfSG&PsP>-kO$%D}`nun&?UA|s zlDwJjuwI!Vc^@(6R6qe_OYF#ovsO}7GJTu2Q5HNKAY~8}t>&Vg@9%^oXSoa}u5J6t zPMSMEJ|3)zDdIUt!=k0Jg8O5AErnxPDVXcbK)$_3Uord7N!M)`v%*7;&V6+8+x4tD zWGt7VKLZx(z8GX}1uIlt&=cw(eck^t_dg}Mt^hM zMa}s6&P%FX5sPJ2*^TI8Pn{>PnsP#wyTDvcbEFXxm~8`)UH(vjsP60baP#^?T+8Z5 z3>QUK={I)DsvWuh?e;qJ#`K}^V-XiP z)?x8JDa706+*5DWi?&!yQkER<=I6!UZpa}V%@?D)Nn89PfI0nr@{QbRB@^yDd$ujn zS3emi2wI{x1JGPNE-Pt64J!S$cS^V$!_eNl$G-ePIQE_HI#Fg><%p@pdendFAg}I;75iSJ!E+$92ESGV7Dq z!P>;#^5hkk92XnyoZ;}{Z4Md-Fn@xNi5<~pYle%fMfs&Cxs_7T-8oeZ>6#`d%-eln>QZWstdfeJ`mUNe@S!C*z?ngDpY}fH=^e5 zCsrECt1XW{^f9+Ml`9IteR9qUBslFzvC!y74C31=UR~R3GzsW$N8P%oZ}&&u*P;Y| zj)c#*b(`<&+E$-1BLUK7G!wT)YkbhC29^4{cj!klNd5p5V|Dfj>f!aaLtbAz83-`E zLWVhb7M(Q!n zK<-=|M}%s1Iz%N($y8B|g#Aj%5IQ14S`=j$<=b@pl<{`sj6t+i)DMl$eQS&A*KUUz z1W)5eURFQLTeL7eJibZ*c<-2xKVkXkTH`y3m{VN2aQYYM&z>a#A%9iec-_a2>fk9B zIg#7s?0^|nZs6`f;r_P!>)zOLCLk^tnHzaK9#CI`XJq~3a9%;F9pj+SR~3;UZ*4IN zBp>rp+8qqdk7*hgi?(6&)<~?aWoV8pskE-(8L`Og&c&r)X6@4TW zn;dFhOz`<$5v?n2QZ493(}jLx!d>> zmwvn=mv~t%AK#{>=#KotQZ>I7W8YB0bAGd5bQ96T#Kp5&LmA)77vdQkBl~vYmg@(2 zcTxT({ZygxS)hg?;M`l6>S#w#4KeuU-=u}BPws6zmEloF0%~eK>t86NA7uU*EF>sF zut-O_u|j;@89g04lEB80XGJ*3RE({g-YM4V`@XdU~`ugz4QIJZB-4CHC9i743pL#R7t zl6@`v_5`!T^kh`&`75%qzd{ffD)rJDOlIGJyXd=m5r z1$AU2u~$$z8#10UoN@#YO@bHreeJ5%QOA_bD z&Oi^$Ww*Iv^!?c~&!`MW!2(#1cs5kilHUl7D8s^AK%2&bB9cq%FepBZ4S017~! zmm>QA+RiL?w(ms1U6iAdB4CQy3CV{;p3y%(yzzwm4Nbqfty zFx%AXXBB0oaxPThGU)-jM6SDoY-Z=>MQ?DZvLgD~iXl!q zUmIXG*L&XGD*FQBW&HIS4WJKCP3+Bz6v<32h)E$0^PRb;m_M5`5FUEOfptyhwYgm1 zWIbiQ7vM9MVN~Dnv$$5mRpPE&t%|^vpGq8VzWdDz5XGaf3IFij+Q~C$$BG^w#drjo zHBDszi)jEXTy*-{+5D^u2H$Wm0uV;}DM`ryTfgq8b1-K&VEM7{)fhE)w9t3HjjgX0 zR2r?AXa+OSrW!KW&7k7IyABNTZr_NA8`tBcdNX!-JAd?=X~z1^2M`32(5C;uI`1vM zWUTz0e*pT5M_+Nvu@PXNEVXLvag6|np6UJp(T=cJ$m1~O_?PPva#`E=;X|(EO zJ~z;EL%1H;i8W5g-~EWZ&Wg_3T7TbvGsMv$qKSxeAPTa{MVLdSLRcRi5_h@(0rC!! zj4SrMY8JO*ayj(Anr@KK+~YiVCHEAN*K3wdWYO~q00w6m4?VA0t`{I#aIfFEjb~!0 zz2b}bh&v%_(dTJJRlDZ8NQ}+;UmdVQKd01%u@ea_J-nY&+Yk{`cZ&*0B-D;jrbc4A z77sHobkX+r{}I3#n+hi1glKSoI$8ghKo1M}17uu9Jl$eU#VFMMdTI!ho3E*RSvAY^;d?b{viwRZ7{(g<3T(EN^m7V^p;& zlq)UH`*f;ZV$p4_PHh$W^i%puQ(8yEZF&+1Ds8#2dtpLIrkUI54OUqlR2f6UuJQiIhHk52JDuQLp7z~zbkt- z@3zk1M?6fM(0lkJ+&5`8c6KdzFu|dg*_t#v*&BY5qfwTy>)WKt#Z> zLtMXPd}cJsSIjh~+6n%6m?;IOg8T%_Zo6v|ALmvdTpHx$kpXe8$iNDps}s_S$Ic^= zrI}8zaAL7|{;*|Hp3t^+JhNC+UtA6#&*dXkF?>!ln12rJ5MyFGOu0Ma{avvFI_06? z%VA3jtD~TBWD>e!OpiqcTe;%Wm7^fy*#+-u2^^^jR*I?BjhvszI(k|bAx#vr+Ft$( z?*-Py(e;q&HN%q*>4jEDv+*NNmyhTd&Qp1`!>D+WQ4g(SmXJjuhfl%#+~bbBoxO@B zyrrNj+rnyA@(bV3-Cl+*#yye??&73RKAI%y)t5mg*1Bb4VTj`B&m8I4G_;IqH^YPR zM@!2cSKP6bRPkPdz~B^%^G=VB`$?B6nW?wlYzdn9FFt_uk?cj83_=ll+qfIokc$#r zGrX5&93TeXNTY`#3Bz@&RU6A9vTiIf!^z8p0?r8pInNLIqSDk2EeM#|T3xxv)7q4* zAR^i*&OM~NrGV< zZx)q(@uinB-{khwc-QSvHF$&5Q)FE@3bpQ!8;|`d?g;t3L&N|$Mf>{TE>b=6j&u-@ zn8%Pga`Xk2`g^fK#h6$EVg#x0)ki+kyJ~}p=@}!_&AwAM!`}$qGmA=F*G7$Z{|R}B z+j@$w%sjT1btEyUuNw!^)YW^wT1D@{l~wPFCA!tf?Ng3z8?Y8_wNk^;vxw{`wr3~{ z(t%o#D^x&I3|+(yJg%X_SYzPa^TzOScyX3WW|B!q9^m%=idP> z_&PFf=sPXn)r;tlTzmWNE=%wDEram$$S?*XOX?j7%G?C)b~kxy4o~A4l*y7kz0NvG zWk_9~<6c1*=P?JW>EKP9TMvrafN?x3OXHUSU+Ety4mcT%qrRJ7;xEDD;G|!}-&T55 z8_t4W1A-%&AtP00N-{A857IU-Doj!VEVA3r<>o|wXZ=}eik}~5w2g>HCM_gLGH>(Lm^^#me=i3`fdI{n$QAro!gp|@QM*1;MQaqVn3I`bx{8|W-j*&^t~XRElQs)!Z0*l(v4L5 zO1v!m{X62V!7W$4jRE*@VQz#uuuW*pGNoh`t1os4_xZm246*n?OZ-^1(1sV+&;#WL zWK?G`1u4RqeO$#e)q8L^BM~>_UEs0H_XDr|W&hsPI0{xRE5?I44?BjH`}Psido5S= zi;4r%gFO^JNhf~KM?N<%2%;rKuUi}yMZ4%Z6!FVa6e_c)|1T#^{MIkchhLR{_=QP2 z@RerAr`lx7xo4%?9e%bujyVlI<@?rR91y=4q(DSKBAB-&QW)ZV$TCOLrK!n?a=)&P zNFYAXcSl3d#FVru~oGlBSk}V?Q(JKa&!7X z1kzn;v*DTW*7M{o52x6t2*i<)wpA;;E|r4I-QRcFAne95`5=N7>WHAfhuEoUoGf@} z<>M2rsKo1uRom*wi)VO%+%be1wB^1$f_Z4ASBOg1mXMeB` zxmU@_pB7f9XVGfUu$g__2w+Ira7seuVJx>0PF(WhC$w@*AO?XEbycrgcl>no{exy> zn}CPdcf@a|rDfHhCp-d(d7KM*D4h8uAb#M-mt>!=d@T2eW@b7{EaTfYzS|G|p%MtY zK81OCgMl8*>$q8^3_70_XbjiMwmpJ?-|tIl1xU%W$MR@pW^$CSHELnKXA$L3GP}n- z6csofuBjl$(o4A36mle^9CXJT)YNc1qym8vCXiV?yA10KgveaWU*uYCyhZ6EG*T`27bqQ9q8DpOaED$?taT#}pkUW1u z96JdF2eLj2{GanyD%^ zNE6cqJ&q;;!8VqT>l_(5t1@z!$nTcV*K5#>>n~|ItQ^DuKvy`PjY1%%not@dr~kuO zwPaaC#-^B8S;lE!Y;6@E=gRaXg@sa?MAXvf}(AA90{?OU$ z{kg0B@V7vk&(rfEj%#9RMU5G*lKlvS!?{*1_MQ86TGX1| z@wjP0QubjS1ZW88ng%GF->-vSgOG+)$G;3MKG5V_5DBZ2;Bga?mnYow;_?5U`h0a* z774wZQKIIXVr{z1-C#Hwfh0o%63X$iwr0Q7enY4FCjJdwMAjf28RgX%$`HaAqhihw z_3P_gjz%{++AKy5&t6SvaI?MTRg#z`LjL8%)@xDz3bs*9a!F&G0?PwRU(jlSlh)=|9b*5mJA3aAh}rufK` zF4>q*&;YzTw)4KG$S7{304l`~-Vaq<<8OLl5SLj4&Kvi^P z-xS{T!Qq9#0oq8H*Vmg`s^@TGSnz*8SyZSD!4p=TQSmxFnr5C<3BM%CbQ!ez^9lo_ z{pI`LEx{WQe>pYtJ?zS_crcj7+PLRe4!=nw!yf2KV+7j&`QPxTbaWxamGuX# zep3xMg`qIGtHF=Z463m?;$Fqengso#6yXPp%C zmb1h<3YR5^dY2Mfi|_;>n>R+M?n+nnJJU-}hmgb*zRAl8P343(QGs~ENNPP?ZW4^_ zHy8|2PH|On4DcyvY)+0(j;U;|3`m#Xx|C&0It8lLbL!#I+Ea!oXPL*m@aUMCRfLWV z$TzS*#0c_!Lpho&H7Fv!K|;E85=W5y_=frHPDyuGrXX(P%KK#l=GAA%-4JVQ)x0lD zNUZxLc!P!G22eKCvfl!(>T7iuqbPbUqK-!#$?*wAUU<~h-`BL5^yOW(RJ1g^Xsa&n zNzC0|7abU=E+{V4c@dEElR)|7=)cW9T$VSTrWpD_XE2SYLkJK9_X!LLo^g`Acv9L- zR*b_GbIQtk>*|60&&>_EQ8QWoc_u_h*( zce+t0DAY|86D2mbsTr`s;UO~o75nq}ZA~qh;0N7~4L4DXy@_}?x8WSc zA6X)iI_ZqZqtVH+1N_@=(>+RzuGWPqDQ<0ofs?5+F(+=WRw~VFhK-bOS>#8|;yF!g zJ!~A$!@nE?27x2&21nQJrz0%de7tiN7S=*Pe-kwz=Hc@iUwY**CLYZQ#lDcY(^2MFv!#i)ka2U1CeWOII4g{1yf1 zWVd>I-a~(y72`jC0)zV>ZVWQ|tlCUU$Cn=>z}J2s6c#D9`VWWe7`VbHI5Bc~)8z#< z6Jn}A7OO4cGevZ@j)E5W6QxJv@pJ0yN|YHA1eMIsF9H_kpYaQ~S>Bs^;BL4H%6-3D zX{&m;n|uDrgMEGi>hEv&rLE1krKScBN_H-N{-{HvMOgqIBgNtT_q^dxQ>H|$r<=J- zD=5zO8%(hK#FP7)A_Po?9vK~^=?*RtX&nPeE%7=Ea8&pj>rm0nG_q&t~H}_r{2~>wTMVd!lOi+g}us;4>r9BidLmD z>o;K1!CRlsalSXXfWNj!o3#m6LQnWe7?}+GkEZ=q%aq%dJ0&-)Ay44H`hqXHe>2!E_pVmwwx zkJr~8(7F^XwcMull_#mi=213fSic;9HS^Bl#d|u~ zT?*4VIt4QJz+mR!q<|_o;lp$^C#*(nm3wh3>^EpGc7xdb)tMCd=o2`k-n^MVgHLd{Fy1;#G{+^ z?h`rBrO+Kadn*vW1`p)*oq14HL-!5bJw1ncdASiWpG}IO5aR@!AmY8r&KCQXZmn%W zhWAF6eiOI6FV<M6VZYqup(bL;H=&Siz+!n{sX>UU=z#SO9e5HUO{?av31Rz2vRM5bjYqv!-t z`{jglzAt{R8MhTaXRvs`^{(~iH=|Pk0%_B#(cJ(B3cAP zK`@)N7n|=F4@*BkkXAgnS9Cm%t-F{B2;UCri+bLR;@xgB>8O*SH|?h+z0!b)?HIdS zYZ};OY5_StsOHnOq_kQ2=5JDm)wymgVzCU~cC9j=t>M~qObvx?%RS7zk3#As~y@tbI?9qwDAe;d?Dk3i(zoX0SA~LC4$o-&g z<|i6)T+tW|(p1UC@t^yG;bAWbov(O215!XnZHtrNrA-4a=6Ic$?8+^zlZ1=BnM)vv ze<0yoq?5KWWp_s_>x@_92jrzJZwj@3uFa{NA)Km@hv9r7WulW$0wepiar*LsC`A|E zLh_wdo|VA(3>sb_cw!KO3Cb=DhxeDHG$X@6WRSG3m&d}b4@XcKc6iy3pI?z2V~uob zwhEuA_+y1ai9&cEpBv!64#Un4iXQ?my_nLHv)^N`Zp|$t(MDXRNHnh!Ps!3@jZ;fa zDYOf%!ixKru+dN6a{igF%~&Z)UU2l=2wfw5)W$OXb%CGlcIK<4;~wRM5AG8j9S>K{ zfS2AeN2Ae7rJdPW7sx+H$jI#fh6yE7rmC8n{jB)6LP9$aeyoV&32!8;r`_OZ-go6H zMcAX^*xKlXBs#**G>~GNWAeAsDjpXdD$3CPP(@y53bjA=9Y4aZAH%omH4+mP8pT*X z$Q9X^f5Bfyx92iQYUb3m*CiuW)!sFn-E=ZC^1dIpg?hp2hJ3U&13 z+Cnm#>#NmT-E2CMP%;u&i`6r4;Dt9$={F=RQ=+o^z4mrYV5OpbjCzb9{XWO_#M9r5 z?wx8aVOAN$j&coVXg|m; zjWc1=Yi)!E7tCH1!|C*ny{X?Nm}2b{yt#|ze-1_-+syuw9UgGcuEcc& zDcsA|HH;k0Nrw4-zJT60V93bH51D>Y4e4AS>g!1l_2U%5Frm_L%#UR>sAg1n=P!=4 z=@p;?abA+)=F!aeU86tlt?x4xENAI%sxB6X2Aq9viPdTTWOJTUZH|-jW{#JbVnHYY zk^H$N;XSXP+I*j?{iY|3eqh>SL7rg6n}QREdWikgS1^>aN6gla?8f=$Q`5w6-=2=R z@Q$P&Lb(4ETzI-ZQ6OqSKVP>voLyd;`t576Zs;I6IUDvL*n_6I39zF+nBb5Xq;Ly_ zswWbIUm&J6V)!^eZfsW=v|JsoK9o|^adL000B_Gp_tW*t6QaHRaqF{UV_s&onx_31 zgkUXmwIOcY@60KMm&Fs}LYf{&LRI?ubC+ojese+X+-}MLOEk8Xe&1?*dm4SaJo|%> zRv+lyO)M>6a*jF(wZHMOo?jMPd#0W3^OT(NxoBumz;vc*nxe2Aw?3!${07-pq9M3i zU`N-|m)%B|n-w8^dfslzDeeZpB!7oHEKpV~#bPx*jq$t+@8`;wQFJc|D21C1g;HQQyAYdYV;seVR&e!TJX8NW?`UOtRl{EJHRbh z2MuK8bduiS__nyqZKaf-#uZ6lNZag3)C(!ha+Xrg!50PL#FdK~61h`>4sf=p8!tQB zHVkjp3KE$%Hq_0Jf}e?f`9ilze?D{**?lQ54o?v=iA3P%%+-Z+F8dOX2L3~UVB&`l zt(5#sH(52l<)?6XjME9^n)xId*o;1$cWb}meqBJnMiux85(FXLIE&i8^M9cYeJhqL z3voAUmh^NIchp|{ZUJG3jXI%4k2S6fArbONEz2)8l?32OH=1jra%flEe z>oikHnQU03EDGWV6A}ck1h(R;794Zm7EHtfUOmldct&odF}=^TyStVgo|+b{ z5Af^VF>M{2F0uwwTF`n3N&fFE)my!OLcg>sGc@&l=xAHKyg8=gLN@+81ye3Hiv^Rq zYFCgfe4&CQH^K-mUvONrQ{Kh$;@Tw3>hJtjd{rL=5vk&8&+EYJr#T7{5s^E{eoK<{ zKv(1#e(9_f^`^Ll0g*Ker(4mGeZonel0p&vM@)rBOXUmRWzKRImTst)nh8D5(R@`@GN=7Qb8L8Q%dLj1kgK$G#pVCUtuFc%>dP5RrDZ|iLGqL3=;JXX!6@z9?wkgxGJ|b$=93Y^C)-Kk;O+Q|% z;tikBA`zZ6Z26%gN};50a!4(KT%IyL?O4l8n(AA_Y{7KlY=pQaHugcJv0@N$UB+-X zSItgs5qSgMB^T-%5ftjE<U1k}&?yix==E(1vf}iuVLM;pXRXnMrh_S)|MSF_-426f$WEe4`^r zMk99i@THo1iQS%buv$0O;s#vM4S9v49Y)~PUZR%UL!=RtyuHY*dqp0lCAEW01hA7**yh6uz% zvN$&aZfH|Of>q|)k&a%DhhZhAV`D|W2@^lBrNdBRlwWxX=2(p&2FP(+r*E3HVoINR3gOlT@nu7LE++z>U=IP&+2H|9FM)q zNgy@2dDJe%r(Xd}1n-MIik>E7K3VaR$xgTwAGjKABS=L13K<3O46GuSqw;~R&Mn1z z0;=I&`ikP##ROgwi@9|1p*b#2X9P0Z(@>T1?5B>u!JynhEyRzz(Uo@F>k)SVUkI0&6 z^A9!0cnXB;_L$BIDzSj=(V~&RgOqjhe)e{jMsze?-gW2*di-iw4jFe56|RY>a=*Hn zXcKL}{QP*wk!(`VFeZmlIo=JVafh;p>a9jE(%+$q@BQZmn1J!m>48Wh`y|R9vydn|q;4 z7GVL15gCQagnY@VQdK6s%1{)7CL9>4V=QlVYiOZk#@qkb)>(!{*>!uI?(XiAkWxUp zOHxEaxyaKkWeHC7#Lv?m|;-qI=tt4ea`dYe7nEx>$=z8 zYyH=M|L%Kf+mUVX@=SdpEatYFvU1!opu^Jk9H`i4eCyfT1O>KMXV%m%@>9=!XCPG7 zES+CFZ~Klz^)33mFjy8bS1Xq0BM5)c*^pF;fJo#KN7x{=(h>dQ@%GOO`(H4W8;q}7 z?vN423)M0jO2Y^qtu$Go?3^HP2wJ5;FMY# z5{5lCrFX&8;ZQJ1sHxSWnfz#(WaVRdsYey$=!y!XVV9g94^AN-JkbT7>|V@KGM>+g z6LMe%i6nQef!Jzx=`2!6_B;t-5MfbD_uMP665A>&?Gz@iSw5wKP=*EF?`b9HD`II^ zZ}xs0XzRDMGn9w8S8iNpygO=|7Aq0FF`-77zE7WiE72ZB<)>XW{X$Q>v@q#X}2<&;SBqzQ>Y1~ew&+Y_vQ$sCSd ztZBH2b5g~_Xe$ z7G4}ulM871_EZ(fbYOMNK)GV@p8STF9o1~^z0g)EAU}&X$Sx0WX-lFbEySg}Y|*5k znBmv6@gUjif#16@Yzt?}ILs&8D61N^+<4Hx@5^?=CEu$ zt!q15?sY8WIv%7Rbd(%_;~7avndGHbJ7%;*oaf!9qS`LirI1ywK9~6d28F&F1UkGC zOTRZICNE$!wte3>i>SfmRW&@$b0_~Y>^Xw10M@A?54=T+6ZgbID2Ga?%Dmbc)qI8RnW&Wv*i#Krpu>}S zzB5$AnsNWkj`o$_Nxvm{fUpA}E-%Sm4b8VX|9=fS;V$Q8{^0&u00L zsd0}&Q4BefyrhZV-!EePjRX85yo_&l{Y0B6b|=?gv#-4Sb$Cp1qrXZ#1JUe*Z1W1j zR)Q_B1%X{p2c~p7Ou3pC=7qKpsD*l2NRA7QE3_g>>`n={e6ebX18W2@qGPpN!FRK@;<<=gU_bP%oArWK^q#jgckUQD%A? zTCUv7Q$zBl?+73_k6$YIV5VuE+75v86S}Ng_qx2vwthJJ*}=Y1Oxt3k5&{SCE;c5 z5Ed;p7VIDZ%!`&04Qeq=lKyK4y7%_7jjJM8yC>ZElM}%26|-v>vUYOQsK0pf)wSMN zWd!V+DlDXN25cL~F!dY6ZfwtWch>FaCcFqgtzp{u(0?|K`CLVf8WR`;KSx zdNKDz8|4$VQ#^@k}Q``vk0&M40z zV;>-u0-)Pk1bL9}t-FCkk|KifL}`X76e&Grax3&z8A|YpK7+L|*dA8fLy4XJQsy^9 zUC$^rB05Z_9?yan(P-E7n$3fUGOxC-{&IF@)3+~?6bwik{(u?QGXfbn-#Q5TwQ)h{ zsFlvuxMU&iOiv|oenMKfM@=Q$zJN08WF#CB=wiU}I8r~|@o%~5@@k4++KVTUH%YDh zgtf`v&+YPb`L^;lA@bF282P>6l$#vYC;LZCQ5C~KNCpX!!e#OdtdG5A z%^2!fCHzK~>so^k-YmE{*ivSDiAwz*fPSBWs;fw#qFE%09!~CF(EB6WxrF#|Fhn>n z?4l|BD>a!ji-r6z!JE?R6nli8{Bpn6>MLW)z`}^57oE(Ov44m^!RY8Gp{%ig^z;~{ zrJu4qS9HC>B`z56@h{Vi+B_{s8}W5#w`mR*)y+?>3=$bf-}fmk7y9BUR-Ww7h7kNX zBT?Ay-jD-S-W&)Rtxlt{r?F>EqPFXLrT=&s1SEDn_%nU6)B-e4x@%*X3m3(RQak`N zic)drR8s-I>DJfJe!YKCW#^2vw~eTzzinvfhKYMZ?}#DY&SCyah936YT(J+uRSeAf>NDX*^8)j|j2o z^Lap$8=?4TXUhU&AL{$IL0$zqeizuBpQY=us`12qZm5EuA8hCm(j#(OV2>{{9 zj~!5Pt}sAPW?d&=sL@FM$lNkRqPfkv@2g)T^*`GYn{{%}H!epwFeo%HGJ>Llk1F2J zfN{x!edCtRbD=teuAqA(k3OD_YjN#?%)EzT!$uEA;ZI^r^1AdBi58z^zziA2UYeKZ z4jH(kW>?9cRG>zCts?+WriV2DoYmYSf>^6e-n>k}kJ}GFd%FSYBBfZjNhYEB8{iIn zqfkn5ahwv@1>G2~Q}{30aD~J_6 zB!Ew3p-Wj4<~$yN%&M3U_=!dSoV5cy|9D?FpXY1&)Hel~*>@Sl_klk%S?!fbfme&_ zk^MB`hKFC2BWN~mGyPp&ojqVW(BpU@+}>v_+g2I#y(|WMW(;+nUsy<--s-8*!;ndL z_PFn;?(UHvrJVm_o{JxxoX%suR=?dO4qKea-ZCQ&H%k7@KQmvuuauM_q}87jq#oWsHjQFmtPJl zaNwCpF1wan2I+)*>J2PUwDtHtW$eIH{-8td9yLvlz0>EX1%ze7E=qGL7W7>%N{sAq z@Z_HIVv0{8LmZ=opb3-2FaQC^Xa5>9pAc{L`Fw*&lzvDPjYqYQs{r>-CwNE+RHF7& z*Q*AwNXkx$QjMQXv%EGK^N5~!!a!(1Z^#M}U$aV=Ay+iHb0 zllZmJ71LP-xFIk0VdU7l9Td1$T2s3vX<&Kh>vHt##}DUvIR$}7+`J5U;g6QKDrgvz@#dak(IntU=WjB$FO_pq3 z!$*kQp~dHGv`KLh+pYhkxAU3C6XvIUd4sP@X;sO?e+z5WtQ~U4@|Uo!l5zy5`aLhb(fFP(%t78WGywvlq>c6S^eG#MW05I$w&0(`;#A~*3=8P zq~(0@6mH%!6nxPa1-!~0$rx@au#GiAP1`T>p} z@G7RRi#YwG{R)qf;VWf&Y|Qs03oC-GieE$-a1M(P72NtATs-^&zJjH!TBs|Z2Mr=y zLK9{eXs@`RKHFi^_5mb%Wyubb{fCfz8jdA*_q~C=B~>j|SZ@Ecz1TBdjI%EWJ8X!Zmg zTDK%W$dThbLMp^Z!31A8$DB4cj>grzxqd@X<5Q*h`t9Z@ip#Jy(a3X^mi(K9>d}n= z_Vr{nkZ$qr%KYIvHQO@ta~b{v&`qi%Y~;BhA{;yS1$T3(r3Y!^K1>Y;R}jIfTjgn& zE_bV*9B3&S?iUP9a&h?x|F?lyr%vW>uRk`MFi){u=fUy)KDK*bueH3+dL;*L(id|y z67rC@lZJ=!K9zu)*|y~wYt^Hy=LRSG$qj9bd4WDH5ZC>os#8jNT}R#8v4BE8UFc;SOs1X$UNp< zd=i#xy5O`6QV*{Ajd3@4=72>@F=W&hDBNg&a3DNu+i-Hb6ifze?zfMH!}&Dgt2WLG8{2OS3yiGw zV=vJkUwGAOjdFQ2E9&4TQMs$7z78su5x0FB~aBgJPwMWdLpo+|XNJoAi4=1qBgMk$?`6ZS>CUG1^r= zLlCO+lT0U0;N#!2@!qN(Xu9{|!HbCdCg9<^v4s- z-CuI~(_ngU*h3wD{BHNum~xEjMkDu^k>s2qeYQptKI+B}Gsp((eSs$K*Yc${fGS(y zAak|pl;miXbFhPDY-RLp%5K z4|Ds95Pz@u*CpP?G-wYugBWxbw13QYO)3@h^6??kcV8r6)Yx~uzJ@Gy(Vrj$n~B6< z{~n7|l0fXbge3pQWWFq{JPe4eBi3}dy7!yvz_hqFIxf}+4lod{dLZv#GIJ!9b`W-j z*M#!w4rrGe3Jy@BuHwO+ta`VMg0I@%X4{NJ!5Cl}dZOgiD%BShnBHK;#99iNRdR!2~ z4WX1>P}}!v$(>Fm4iXu(x!GNZqGfQ6&uTP$>(uv{w-q_+m$XA?lD8 zPT?u0Q$(P7kvJrqCd>CP-t;MSZ*q6H<1?`I=hl|$DzYe8W!v;+Vy#eqkI>6~Q-ukA z-a#jc{^=B^Km~ue%%aDpO{D`@rF7GxCTVd}mD*zuCL2k9&i(5f9zGCd5{cgKu??o= zADoq1AB{v+K3eK0-g1Xu%LcLjE?0)}7Rv_DHtBF}|I5IPs`(J=rFo_zUYC$2^tq;5 z!0T5=YyFp+nkEUnpSB6lEMj}(S99~fGn3iXBquGWWa>LMHVUOZduDTZybo2|6eXCe z-S-4aHWrX<^_AH#c2U)8utwTMe{v+wC*}!+X_+x^oqKUB1)|qSt38c>V6iU|K%d&6Zz{6{fy{Fi~)Pxxj~t(h!G`a*UhNQ=W8~c z$0SBv7`76HD3+RsvFjv(f|;;(vSCX@msUJ^xC*j({??9n0oVTQhM{!%j*yWx#&v1XB`R9xJNdeBqnTUbetY?qm9j?@Y~ z(+y?lkszBzs)cG$EJ-JmSGT@t>%I%)t`_kAsU$l z+x>h=E~lpRFm-xjLT;!&jmN@L?7G^^~Z1WYGBFJ_h5vIvk658*+LyH+8tM z(6GZktkuA)!{92gm3sHDs>pu)E`_ to convert SQL queries across dialects. See the full list of supported dialects `here `__. +2. **Parallel + Distributed Reads:** Daft parallelizes SQL reads by using all local machine cores with its default multithreading runner, or all cores across multiple machines if using the :ref:`distributed Ray runner `. +3. **Skipping Filtered Data:** Daft ensures that only data that matches your :meth:`df.select(...) `, :meth:`df.limit(...) `, and :meth:`df.where(...) ` expressions will be read, often skipping entire partitions/columns. + +Installing Daft with SQL Support +******************************** + +Install Daft with the ``getdaft[sql]`` extra, or manually install the required packages: `ConnectorX `__, `SQLAlchemy `__, and `SQLGlot `__. + +.. code-block:: shell + + pip install -U "getdaft[sql]" + +Reading a SQL query +******************* + +To read a SQL query, provide :func:`daft.read_sql` with the **SQL query** and a **URL** for the data source. + +The example below creates a local SQLite table for Daft to read. + +.. code:: python + + import sqlite3 + + connection = sqlite3.connect("example.db") + connection.execute( + "CREATE TABLE IF NOT EXISTS books (title TEXT, author TEXT, year INTEGER)" + ) + connection.execute( + """ + INSERT INTO books (title, author, year) + VALUES + ('The Great Gatsby', 'F. Scott Fitzgerald', 1925), + ('To Kill a Mockingbird', 'Harper Lee', 1960), + ('1984', 'George Orwell', 1949), + ('The Catcher in the Rye', 'J.D. Salinger', 1951) + """ + ) + connection.commit() + connection.close() + +After writing this local example table, we can easily read it into a Daft DataFrame. + +.. code:: python + + # Read SQL query into Daft DataFrame + import daft + + df = daft.read_sql( + "SELECT * FROM books", + "sqlite:///example.db", + ) + +Daft uses `ConnectorX `_ under the hood to read SQL data. ConnectorX is a fast, Rust based SQL connector that reads directly into Arrow Tables, enabling zero-copy transfer into Daft dataframes. +If the database is not supported by ConnectorX (list of supported databases `here `__), Daft will fall back to using `SQLAlchemy `__. + +You can also directly provide a SQL alchemy connection via a **connection factory**. This way, you have the flexibility to provide additional parameters to the engine. + +.. code:: python + + # Read SQL query into Daft DataFrame using a connection factory + import daft + from sqlalchemy import create_engine + + def create_connection(): + return sqlalchemy.create_engine("sqlite:///example.db", echo=True).connect() + + df = daft.read_sql("SELECT * FROM books", create_connection) + +Parallel + Distributed Reads +**************************** + +For large datasets, Daft can parallelize SQL reads by using all local machine cores with its default multithreading runner, or all cores across multiple machines if using the :ref:`distributed Ray runner `. + +Supply the :meth:`daft.read_sql` function with a **partition column** and optionally the **number of partitions** to enable parallel reads. + +.. code:: python + + # Read SQL query into Daft DataFrame with parallel reads + import daft + + df = daft.read_sql( + "SELECT * FROM table", + "sqlite:///big_table.db", + partition_on="col", + num_partitions=3, + ) + +Behind the scenes, Daft will partition the data by appending a ``WHERE col > ... AND col <= ...`` clause to the SQL query, and then reading each partition in parallel. + +.. image:: /_static/sql_distributed_read.png + :width: 800px + :align: center + +Data Skipping Optimizations +*************************** + +Filter, projection, and limit pushdown optimizations can be used to reduce the amount of data read from the database. + +In the example below, Daft reads the top ranked terms from the BigQuery Google Trends dataset. The ``where`` and ``select`` expressions in this example will be pushed down into the SQL query itself, we can see this by calling the :meth:`df.explain() ` method. + +.. code:: python + + import daft, sqlalchemy, datetime + + def create_conn(): + engine = sqlalchemy.create_engine( + "bigquery://", credentials_path="path/to/service_account_credentials.json" + ) + return engine.connect() + + + df = daft.read_sql("SELECT * FROM `bigquery-public-data.google_trends.top_terms`", create_conn) + + df = df.where((df["refresh_date"] >= datetime.date(2024, 4, 1)) & (df["refresh_date"] < datetime.date(2024, 4, 8))) + df = df.where(df["rank"] == 1) + df = df.select(df["refresh_date"].alias("Day"), df["term"].alias("Top Search Term"), df["rank"]) + df = df.distinct() + df = df.sort(df["Day"], desc=True) + + df.explain(show_all=True) + + # Output + # .. + # == Physical Plan == + # .. + # | SQL Query = SELECT refresh_date, term, rank FROM + # (SELECT * FROM `bigquery-public-data.google_trends.top_terms`) + # AS subquery WHERE rank = 1 AND refresh_date >= CAST('2024-04-01' AS DATE) + # AND refresh_date < CAST('2024-04-08' AS DATE) + + + +The second last line labeled 'SQL Query =' shows the query that Daft executed. Filters such as `rank = 1` and projections such as `SELECT refresh_date, term, rank` have been injected into the query. + +Without these pushdowns, Daft would execute the unmodified `SELECT * FROM 'bigquery-public-data.google_trends.top_terms'` query and read in the entire dataset/table. We tested the code above on Google Colab (12GB RAM): + +- With pushdowns, the code ran in **8.87s** with a peak memory of **315.97 MiB** +- Without pushdowns, the code took over **2 mins** before crashing with an **out of memory** error. + +You could modify the SQL query to add the filters and projections yourself, but this may become lengthy and error-prone, particularly with many expressions. That's why Daft automatically handles it for you. + +Roadmap +******* + +Here are the SQL features that are on our roadmap. Please let us know if you would like to see support for any of these features! + +1. Write support into SQL databases. +2. Reads via `ADBC (Arrow Database Connectivity) `_.