From 0405cf0996cdcca1822c63c5711dc7739af88f60 Mon Sep 17 00:00:00 2001 From: ChengZi Date: Tue, 5 Nov 2024 16:27:35 +0800 Subject: [PATCH] knowlegde_table_with_milvus Signed-off-by: ChengZi --- .../knowlegde_table_with_milvus.md | 47 ++++++++++++++++++ images/knowlege_table.png | Bin 0 -> 149168 bytes 2 files changed, 47 insertions(+) create mode 100644 bootcamp/tutorials/integration/knowlegde_table_with_milvus.md create mode 100644 images/knowlege_table.png diff --git a/bootcamp/tutorials/integration/knowlegde_table_with_milvus.md b/bootcamp/tutorials/integration/knowlegde_table_with_milvus.md new file mode 100644 index 000000000..e85f65e7a --- /dev/null +++ b/bootcamp/tutorials/integration/knowlegde_table_with_milvus.md @@ -0,0 +1,47 @@ +# Knowledge Table with Milvus +[Knowledge Table](https://github.com/whyhow-ai/knowledge-table), developed by [WhyHow AI](https://www.whyhow.ai/), is an open-source package designed to facilitate the extraction and exploration of structured data from unstructured documents. It provides users with a spreadsheet-like interface and enables the creation of knowledge representations, such as tables and graphs, through a natural language query interface. The package includes customizable extraction rules, formatting options, and data traceability through provenance, making it adaptable for diverse applications. It supports seamless integration into RAG workflows, catering to both business users needing a user-friendly interface and developers requiring a flexible backend for efficient document processing. + +By default, Knowledge Table uses the Milvus database to store and retrieve the extracted data. This allows users to easily search, filter, and analyze the data using the powerful features of Milvus. In this tutorial, we will show how to get started with Knowledge Table and Milvus. + +## Prerequisites + +- Docker +- Docker Compose + +## Cloning the project +```shell +git clone https://github.com/whyhow-ai/knowledge-table.git +``` + +## Set up the environment +You will find the `.env.example` file in the project root directory. Copy this file to `.env` and fill in the required environment variables. + +For Milvus, you should set the `MILVUS_DB_URI` and `MILVUS_DB_TOKEN` environment variables. Here are some tips: + +> - Setting the `MILVUS_DB_URI` as a local file, e.g.`./milvus.db`, is the most convenient method, as it automatically utilizes [Milvus Lite](https://milvus.io/docs/milvus_lite.md) to store all data in this file. +> - If you have large scale of data, say more than a million vectors, you can set up a more performant Milvus server on [Docker or Kubernetes](https://milvus.io/docs/quickstart.md). In this setup, please use the server address and port as your uri, e.g.`http://localhost:19530`. If you enable the authentication feature on Milvus, use ":" as the token, otherwise don't set the token. +> - If you want to use [Zilliz Cloud](https://zilliz.com/cloud), the fully managed cloud service for Milvus, adjust the `MILVUS_DB_URI` and `MILVUS_DB_TOKEN`, which correspond to the [Public Endpoint and Api key](https://docs.zilliz.com/docs/on-zilliz-cloud-console#free-cluster-details) in Zilliz Cloud. + +Besides Milvus, you should also set other environments, e.g. `OPENAI_API_KEY`. You can get each of these from the respective websites. + +## Starting the app + +```sh +docker-compose up -d --build +``` + +## Stopping the app + +```sh +docker-compose down +``` + +## Accessing the project + +The frontend can be accessed at `http://localhost:3000`, and the backend can be accessed at `http://localhost:8000`. + +![](../../../images/knowlege_table.png) + +You can play around with the UI and try with your own documents. + +For further demo usage, you can refer to the official [Knowledge Table documentation](https://github.com/whyhow-ai/knowledge-table/tree/main). \ No newline at end of file diff --git a/images/knowlege_table.png b/images/knowlege_table.png new file mode 100644 index 0000000000000000000000000000000000000000..3a076bf8ef1bbc11257ea4eccb7c7dd705a31f56 GIT binary patch literal 149168 zcmeFZWmuG5y9P{`(jp4dA`K!XT_WAxARyf_G=hYJf^>Js&~HUP|M-qq-rwK;F>~Au$C_F9TGzVbJkRU?tfC~1i$jKkgoK1EEAvJT2?<*Q2?>n| z3j_GXWR~bN64FCOYe`8JSxHH16&J_%)^-+1NHU+}wJ~+nwaG<5<}n1+1jtWKImF+* zMS4n8hEyF!%}j$$@b(L~c=y-GBxU+Ju!WRU>QA6a|rhjYQ5~Emc zi)P&UWVjyqET5#qeV0Ka6qrbF!^B<;NYx?zjNKS8lSG+~jZvS?W6we+5JTlf!V1QD z$|oRzB1SH7w`8;&+%{UyUs8KJcW11q|6B_TSuBS}iIgeWi{K6m3CbGRcY;jaPwmLb zWnA!Mmu5P?6N#o=Yej*_L2Jd0r|s1*Vyc0U7uZPVDPq(kXks;_$9pKIFD6Yp>;h{v zo<~dU;a52tLEQ+u9?;Z>h&U;Q%4Nph#w%?sb5Dfvpa%__mJM5U{0t-tVby+#xMS_T zt8X<}AANQRL()qS;?|1iDqDz6+g@Q-_;>;47Jh~Ejsi)=fR^k~+f*yz6}R|))I1J} zkPcTzkY^ArU!>^I-f*pD>2@qCY$h7e`(b{c56_W}c)@ zMIqi}k|{@zDHQS=Klr18C-|9444(8itPHWY$5EfqDzQ!RnktL0?u13V{7oCbeSTsd zC&^X)R5GKB`W-cA+!KY`PF!c>Me?W*(gCvuPIxf>xL(qLALVYK~ zmfpo~GNglQV%A&rwv0ruOS)(Y;<&r! zSQDSlvDvQPASO9}Wa9@%Xwpz3PI^zJVVa=IkedWUiZ2GV8}R{SvvPgp4)+Qo)RN8t!k64C>c2Pe+RunzKz zkJJPhIbuRG80w~{x=!f>-xXexvZ8cnJu1T>7ek-L@CdRw6n>3GCdTy|dpJn`7fvHG z?8npucE(4eLo#16g5cm$!WZv8B++VpLj4`&L}2_J>$BLqX!GZ|eQ)wU5hX{kzLkrv zlR>XWEf)6|i=<|Vejp?0g6Z|ijV^%pK=omMc5@M@&DTgNenwJU>D4hNs}};OY;O{? zSjJpxahAfSa~a0uw{UAw{UXmzktRBHlAdmSa(+qqI3(ZXY0|UQsCW|#9TKfDp6>`> z+}#fEO3-UU%ing3gyp|fgpf&pa~)n@;IyJt^z0r@T<~1eKqCTPjAFk>RXi@3|9pe);R_RZfYVbb;Z0IR5n69sm-7Cl)$+e+0fj!@zK$jGl!F(#=cpx zPBPBC&T=+d&F&FQ!5hlx$;}^+tBtP}t|hJ&tkrfCSW1B@D`#&`Xph@&6>i~gIr1c@ zD5dx+MsJ`D$qjiAm8Nh!c@#?WaUiLm(L9b5kCUCtyOvRJT2F{AaM~9v2d2|&sJ*I9 zo?oratv#vLwmO(<%Ua5p9Iu+j9w*#p9h)n5mD}VbHq(3Qr9k7#=}LO?utq(x$ToLi zW@wsi>c*%+u|Zo|dPI{$)iJ>+AF2w$d)!m~{z$i}Otb7`S!x+P_lvZ%^k-={Dowtf zog%)g+_Rgr?koB$#F^t(JD&+T+S9csWt>(o8y!E9&y)8&8RlNJ@$9Lztc6(}jQtp+ z&&7|t?Z)D%<_qUZF{_;@nkpKZ?Rwp%^S-t3BF;Gqd!TFi`GPs5k2BUmy`Z?FxXTT) z?L4tO>utv_m}odGG6dt{di8)uJ!Su;Ef>PX!7RhX$h>X&x($6Q$Sm5l3YycMGc!Kv zlCy3wpf_M##;EnIl(qD$)@B)0XF-QSm!r<15>`Fdu(I%IesX@XCV$~-ZnzR$4RMgJ zU7cN@wXbS<7d789XE~=mZ|osPu}JY8Pyg9`FF}uIWOQUPnd?CG#!q)vr!sfntuB{v zCuSELCvVPa7rXvh9TWf3wAS?C<68#1fuWs78INT~^Og~tAR`m3p< zX6__Cu|>OWM!Z6_l>*}03ik#nRwh$tRNDS9qjIGR9Kp-PGp=_`Iq+D<6Xg;OG>%`U z3wRI^edlmzX&~sp3!;KceQ^CC^vkJ(JcHDc^56~i<0nKqM6-|ch~o$}2v4bJgb>2C%n!} zT|UuT(c?cu840?h^hn)B=U;fgJyquHO4>^5Pb#cheYe?@5nxKA#sUYsN5?>c%wpQa5HXNkUFmVJ>}~kKgJzv@gBbp}4!4 zuW(i&nP>fnMrU!8dX$ox0XwA;nJ#T&1+*4kD& zH45v<(^I$D?V5syfoJC3)sat)xOfM*;==|&ECk(;q|Dmbug4rU=b778MOY8nida1b zxtuq$b?0mHYV<4@MvO!dx~5JmAlF0wAN*{tLmTWV2q#JqH1hK2_30(s1J=i^x}!}m z%}vi}cXHCCL`nHc!E9Hy&f~ue=zHWJvwK}D{^YCcPU$}WtuGHrbkGmwh-J0a7xBL= zSkIJyLr*H7Ekl&LQ=ve%$_`LB4(&N?4uS*56!W$KY)FeYmiN2$YV9JTV+{=v>Ng5#5i5Z5Ks? zMGRL})oW&~4odWDwR9IC9PZ2U2dM3iWv*olRhf0|r%11}gbo+*twk4wp7>X;6Ktw1 zMQMpThztrDs6|bVlpomtwAr#!aIh04^2p2YYuP?jRubK}=Cv&sDgn7oaqd*n_g+Pj zQXUA>2#&eFI$2vyux0}(D+;*ZxD9UCbFEkoXX1+Z>^y@n9-WA6rgC^1zIKUrty+me zquOm~X5-1s&QLBO}wz3V+J8QLlH47F4(JD{_*x(-{*ijxZCW) z%`^A_n#=c&3M32-{nUp@w~MGq!cUQ2Eb^%_l)}SMLyO?Gs94twWl%}HBtazi!%UF^ z%-f|!lwTd}NM+d~bR-|F1dxt0kSIj`8*%s7G0xMO>3%@IpKmE|du{((PV!d1(p;n) z5zF7fd7E*E?&2SGbke&V3Dg&_Ep%kxD=H!}1J_tc$YIt2*$mH5jp9leaZtk1@4|7; zNvd|6&%+I?Seltz9`DiClc+u-sme0R{uIP$n2!|Sn9=(MN9~r3(k}Xjl?QQuqA@ zF{Hp(9AX3|g8{*<_xyoB6L~HUyst}Biv|>~ZEg+>rwdxllpAhXj${bui2A@`Y@!6M zO!t~^mqwOE2##9SJE@b{xVYz6>P;>dvPw!G{>;5=b0lepsM}#lqpuiIKGRg%FYwN_ z2`e8TADhErOP@KJ-Ur@m%IjKLYWZ?%bvByCTHq3m3L{9@Gc1YtC-kT^-(I8WoiQ<3 zmRezjmzn+cWgkSl*UtE&*Sf@oX4_1aSeHm$8hwR*qSkOTI(jb6Jmk-)}ZaHTGx z9M?y4zg_c3(W7Uk&rc|RybfZ@kqlBH);VuH2=Pl~`M;2Psl2?6Pt1~(~TF}t=0C>s&n zYrzRr0)YTntXuO|=3$TujaTC*vESI{mX`7!yz(pbP=?Mg_nHuO0!nc)Q%nk(Z?RC2 zO4X#L9h#gDHH&S{+S*#&VbQ~|dl?i~9Bv@6#IkyN`yXNzaXb@Zv8cZ}q0o~A$;p*G z*DTTCv9;7HPkSyaE2~zlMqjLw9ptqM@qzclmRkOtlWNyZ_P&vkL<+&Gjra$m`K^4^~9#2C;w$>3ZH9@B#sc>9Ki z;)Q+AA6Y+ikhq_}k&~bvedUFgEhmw{N$@HA&o0FzC+p@hSe+H>)v2Xrrbso5&MNZr z>!;IS)vM4mKOxv8ypN}$-ay&j-d3x5j|=BV%QnFAAdnG4HcW8XpLdr^(aBmfi^jll zR(EF640)0we^2Yw2@J(0mvM3VzN3Sd{ljGpIdGhKlmIxCIo4ML=@|)HYxIXXUJ2(@ z^e3-ss&g_dYe%w0?{|WJab)ph<4Ri7VXaqma-v|ol%0}&E z#O$vW_OL`O8b(3W^oZflq4&B=3vH9R>W9fMoz;@P zkcadLf|Bj99&Ig zM<|1YY*?YjA|W+DJ~2+aPX_n@EY#3wb|`kATkZe$LF;3`PQAhlr8J$;_iQm51@8yU z31>&pU0mwlUWfj15C-{Mnu!HU=`SQR0=^3=!y#blDA+i}hi`if(z4~Rnlh}oS!C;U zKQEZIhs8Ri15?sU?A>)=tb#ey9%#(&)_N)*HqnfvN<&}$+VB)@RuFQWE}MIwkuFH3 z_hN&5S9bo}@TB#G`FyQ$7v;i-NDL1YzeK${hgBu}?HDPTKkY%8PL&$%WxN95bH0-E zv5%L|BE`8sJCn1w!vT3AM6^{_)z!e`#;TfPPXbsE0Zs%bCQe*Z}=*8@+Zz0CR#$ttl z%zFEU$EsLzxHeOAM`~|csrn}{2Fgk)G@|yKa<1EU3~H*Y_nhdfDLfDSjyE#{A|zqaas!If5N5Yu57=90 zd(}TGqdK(p2~C7%?V%}L^i`lFUfD>M!=)cKEYZ#bOH@-M_3;J$6!&RNe4TDg40Gb- zH*C(~4B?g`pKbGcyCXxjmy>nDNxn=95|YxnZ~bTk*o+Le5b?Kvp-&=T5mZBVB{vHsM%DNmOFqlgr*N* zFo>NUG32JJ%rM^-%XoV?p9*eLjhE?8NX)$cd$tu9*Aa{zi-TLoN++53kTpuXYIM-d z?T09u=5#5%>ys?^>130uCCC$uXOY46fE;vas1MVhgS@3 z9hPPypf*v`R zpCu&Eu(M}x(tD?PEh$t_8+U#JLo6qL>b<-av}maLqV*gMg!gDSSH#vqCb%sBy&gKV z%0(aKyQ4I!s&F$1B*B1A((J}c!IjdlFR+=G_N+acpVbjXKds-SRJ($+g2MWc<6E>A z=|sn9xnaxTdTlK?gQxEoZiht~57;8pfOc8j(P}$Sc3z$BO#jwM&rd1R$E^HY6v`~| zUp?pS;7{*U&3E4Q;g}Q0TbbBj;)vV2qho{w7U*_K#QyFW-C>>-_*Y! zBI6n+cWk3aJ!q1z-68pV6l9b|cH}8aVAGR{NMN)0-SwIN@>5bI$;qEJ4nMz)pXpa2 ztFKb*6wte5iW!Xzb)nt2?N!bLYgK&Cqo>!5S!0e4qr$nl4Z#wh`=FlXHH#DvDG=u( zFR$K|uy-F80Fj~4(^Q(QNbtR!Y<9P8x-1~ilTYl-SIvDp-s4#W?J5b?@8@lvK0WL_mSS>%?&1%`mq48F4(?|assnJGWs&<*q%6WqznaR~v zs`I&u(*A<9ccy1h-fL54aBzYAZ$qc=Ua&K4;umsR%OG6!xpjh4!SCXJg$cuV*`t-} zu`j-^&)b&AT%GNvI&&kP$Eur#|2-_n<$Va?DKdgY#v5ge`i={_rM4aq)5{KlQJqA#-2uiQ}`izGg{)$4u{qm?f=CDV+)mpib6{vf`%h24vk z`Iq?*6{rQ4aCY4X{8K^Qv?c^D$6Dk81cd%Za-234) z`he@Bus8aBj6k|Qn9Mb^SUMFV*Sx>jB!7ExqI^QkXhOW>Mbk%J|7rbdf_GL(P-$>u%6=TEi!Inb-uCepKc1u zcg&1ks*Ld&pBocXpD0iqV#37(8#Imk%mqic4n&^s!tpbAy|YXUV!boBGBRH~SGPEV zxXmq472J0xu`dLt+YANAvf_Eu2fjSz+TVwH{Lb?;yIb9>!O`?7(W%Nwn`zHn2sn;X zU-a|%Yu+B1gJpFn8{pO_c%z$AwMfyU@zG{%{23K!(HV9Lf?j5B+a65W)7Ay4k#Z)f zW)Wzp2C;D_=_QkmvxiwG_SWe8v?)LoKK0oU^tPm>hkDRjgY`&*AJA^6{`A`;GG5tu zGNh(sG+`z2>H7~g0Y2PUN~z}&*k#)nSHvala6dO#Q&SUEopWg>oZk_0Q;&UhA-YvN zq2!*x-y$(SZi6s(iK-hPk150PIVBT%l?juPpV3tPEuG6; z@}*t~Zrf>%t4yErH0Pde=!EKl<9w}bhObNI^((*T5y+p&Ws#xB9jAMNQa_aTTT*?##l?&bdhzPN(iy6yLG+^CKpE2fcG+Q|1 zTcnO4<){jK?*kww&Al^*AaL5j;;KDM+WLNpRw?t@&h%LZFCtxlf^|rrJCS)9R3iQn zBcyzRShG~Cszq&Xd)Ho`>(yc>9>u(Toz2vu*+HaM$`#<;HzwaP$ZRe@X4hNG5a=(y zeN?v1v!LAoT_(q^v^G)J2eR;d`-P5x3Tr7wzh(E`>166es9EV7bRYJ=);U?e53E%B zS{4mMYsi$IE0&6*+jzI%qUp0KqiWP|KViGYQ=fCKg2E7qJ4C)jG(|*RZlTQh@!17R zsT(=gSS78RcoE!KnoTZib5a$>q52X$xE5REL081(xK0T(HA5|N*}|lDI|T|jtIKvlP=K1{XSN|L zKsetTT;Tq|J9*@Fdr4{`_ksQwp71FF|9Mg_{Uls3pfG_|*CupIMeAdGVtmbr?r-e( z+b-VUQ!p+7q+rN`!u2K;SHzH1kR;n~;+uZu2BhB2I#ikO;BL%nv9U^{Nag!xGdwGV z7^!AR)ZqO{jnrS$+p-V1v~x(Y!c;c9V2u2m)`8WKX61^x&04FuS1=kzKmWC2oP7#$ zIy4ewHNs{fJOeR!Y5qj&NsK;`j0uot5)Qp!Vmda~#jTy4&h-Jc=-Vt3ZuA%Vr@_DHhzmwTok|Yc%hVHKAh(H8{1{Esy95;P77?rR?&8q zf~{wbUV0~T^F;_TI3WVs83#2iJBN|O)Dl*0)zv(zpc zk{wPq|2Z#6m8KC*$P|@)r9cY^_)dn4yUlj#_E3w)J^nlJjquc{M$s+Q7HWABwHfei zXz}LY>!}V4{*uq~jRTy#yj|%EE;=I&o2|-C+d#`LZ@wZM>z5G~%q~zCxtuJF((>`{ zDV{Z7Xr~HLz!NO15#|mkJOgru^41+PSJ;HIX#4|?#tv)&l52MXk3Ah%qr@ejtM)q{ zQ%0W?WX#$GZ>3Kgx0saNg&RW%h>SQRJYRt+HN&16u>sI~7|`G2=RyJlN(4wB7j@7tXd?=y#TUtGKz4 zCrjLrGZlzQ`D;0U^ax*6;aeJ5-=cw7L%+!;zGX1YWAb44s29%crd&>(P|Y@kEf8V@ z{V;KEzu?zwQzV-@+#(mxEHZPA55TYMv*yVY3k{B-k18Ur*n|b+sRw&Q4$ZwCT8H5UsF5{WE>)hQ_AZC5D^KLs}D4iMx%;V z`g8aaL(KK!S;*&!FXQ-BR&nRiyf<%-((cAhzC*`Cje-pE-9(6#&l=iGh2I8OQ0AL? zi`IyZoQZ13H6fx1VLB|>);!PcrTI03hlLxAv-NGJ%b3UAZr)^Fsm z`dMz*iG!*?)>%)yb#Mz36TN-iou=1hlV5u!NQ2lQ@3d?9ut1l_tWZDX&a9E{cdmQ> zvIHF3dacM~l`CF>FG^<7qgVAVMBS#+NViW^R6H)ObEI zqORD@bm#AvZlc}bfM|ux@O&~)DC(cg@I5 zNwIMl8|kTcay<&IufGhb-g{#A*Yg@EhC&uiLp z1TbU9Rg{yBA=l+!MRZZDj~-Q%)_KQhy&tc4TA@`J?=wnWXEnCeAIXrOTas9CMWoY7 zX8816&k|^4D&1iJa*c>E90&|x0)^DHu(q0@Kv*sXg5400qt?ze%W})b zxj8ud)^kDItUbXpgMyYtyZktVy_Tw+b|C}ev*dH#X?ZU3-1P0p%iot|7rx4!Ux{JO z>G=A81s|vZ;L5FfU~z6&@8z41iqZ9AG>jAzTIu0#X*#DYRpBc2?_$BsW(M2(Y{6r*|5djUCV$*-DA%VlI)KYJ+I7J6( z^E!FY_a;~V$J}(8E>{cr6fcKk*!9&y#j6EfqLUHP&4G=*q3S8!<{_=paGOe`ba&k* z6Y$$1GFU!lz&&vqnE;`Od(Ck#MIelt94D^&^vMjFtff2n6FueDXbzj1Zi zh;gU(_mus@nNscL84iB_If#_#vXebf7&wqRT9r0$&LszMq;GnhF7)-Y>gXve&m2DR zzjR;!J1>F7m}OcNM(HaC_1X-Gsj^Gn&NVHvc>2_3&LR<`wKwAwU%bvuiwOr51>vJy zAbKFNZH^j}U7(1dUy)=y`oR9Va-5Yxqe?V1YqH%3?f_G>RWBqF1w4R)``#Nz05ghP zY5|3%7o5w=h40PO=XF|mxIhUsxC85Cpd%u=MGI{F{4g+(rno4C+ ztI6J+0eYM6Lg&@Cc-LY61-~-BH+d^LJzvS1X0Ac6gjeVsKgc4s4_5y`4qO0lmse7g zW?Z>ZcZyNbYUce>DX`}VBfn(k5d49pNObe>#gqvOnaOczwjCq0PJnPlAk#v4bzTO9 zPiuk5m`u4-1XL;jL`zu}N z-iWgsvf%JM>t8vwsTfms5iiUiM>Q1|6wDX*HJ|M+0k&AG4far;DXDWzZoE2skT5tQ zCqriUxnLdOJ2kb9cSEyknWrogjcDPEu8Bgo7t~K*t?52Jzp@>BsQb=O-6p@$46IA+ z%`bT10%9sgz$TEnFLLiVuh&*pH~enhFGUqC1OywKg?TPSU-e+WjrR~NhJS`VN~q9T zf$b_Sc_V^cpyA3Q>9-<3k2S21@n@%s)q5e`3nRjp@Zm@bK?NN-{JNMpKJ!fqSM`my ze#2X{ttwFY*^l5Gl%)~=zj~7nmeJCgDpxyqMIa5zES z-L9?Yu)h1xJMTs_!^a~FcKNRkn%*o#)%H&er$=LEV=T5h>h{x&w5zV5n#yfr^GK6>5=et*LN#>ywbGuWp3Aoi{4cm$e{YUTU`mgd_r?< z(JH6AvVb5NbOJu6GWl&YBbx94!cv&&pR%yt871NZmv@maW&V13{ov$e^V%;H@XMZw zKPKppTlYIq@tp9vBz(2GA6lX+k(re2VvB4eVN#CHQ&`Sbufy8zBH?3 zY9lyXZsUZ5gND)Y-H^U)S&?QJx7a!uW1XVLTqJt-3z0Q}91EV*{NyCNVIli1a+OT) z(fI_Yoy?G6TZ3}tjnxLF-4~}#e4v_Y7(gq0mdXD4ana4?rY}gh0WgXyR?F!+TT*z! zAAbm>YhxBO7>h2ci*6@KV~64O{H_~~OT+w|R7yHUK|Xe%_rr_Yb3+*sz4b$Z_KUsO z#{+Kgo2A%*1FKQ1o!Vm9w#WW_69Rw`sx9Or$r}lm z5p^BAG?R~XeA$m@4`Ug|z2ULIN^S|4qX&zXiRzMeVKcEeaVBqxpp-^z74aEJ>1s zRW@KBO7oUU$rs05rLZM0wMCd8Ol6%KLI%vYoh$3jq>U=&kw*|3A!Nrv}{cM$!p>7i7=_8)eU8GYzQ%lxJ--QY;1~o7Y$M+z`Wl0Lb}mavRsiF!HZ;Gv!iBXhjnQw0w%s-h zf7z|KnPM(@6)&PuswFI7^=%IdS+K+-d**X}#IX1c5Hj@24y7Oxa9dZ0Th>pxhT}y1 zlw-vL*}+%&rc8epE`DdK6!FCvtj7cQ)cPcrBmlX)m3b=c{e`&o7*|2FSWU|An~bFX zvftguy``2JiW!*QQnRKAh*^4Wx_qgvBPL@)Y>H6YtuE1GEi8A@uO&A=tJSnoY73jBESo_KF-5Z2$<{O82N)J6&1}jMt z4}Newi}q(2+_fZsH0VKG13_H8)s9B|<;AMQplbhy zurnWEiOyesZy*WM$~#i>9m#;Gfo*t-<23qw1h(4z0uYG8_=w5bj0V1)Dl$x0UK&PA zFX7$Nz+x+j_W-?~jw8l@?%WOaKk81bc3yo^teP8odJs@9XcU4&@`gp=E7cu%Z?S0t zn|TNbyQHbVqR#LB6!;yrrjp{C>BP!H;^nQ!a$^X)iCkN9dl1wsr)a*Gsv!~ zbQ>HX+ob^jK&PN2w1NiL*}R7O&<#2R?lsSHB$u{%!^6envETqy@mBDQtJ(pvV*U#s zL)6#mg^FDA5bF=N^BnCzr_;bami=)|$Md$5>kUu26hOGIgl}ifa=z0oF!K+r+-#jr z@LC_6%X%RB{$fv@APmpri4-Vl!>!k{i(|TV({B3|w zydy5|QNwO&1q9|hqZO_tHlJ3fE8s3L3n>u1Y8puqUPv2oN~lY1H_6^xtdsZP7v1G6 zOPs6Od>s(wyW_vfed>1Wb)$IEC#bU8^L5Q~^8gQ5&00(;5zTHiEAYgRK=;>|OV}ZN z5KxGv@?xf}<3ivIH}lqY762o$p@OPR#w`y@pk1so3tPR3*n&^h$EN>E2Qdlx7@_(K zIO2+J`wY6A?@pJpXj0rwm1++huF#nS`C&ne*2i)9*gCfL-_2DOVBh&t15zgu`t??( zw~905AC4nS@1Ui3kxhe_eDm{lwyACCGb}PdvDIoQ@7^ACg5MD$Z{1}g*PNGtTeo#c z);OAl1FjVF!WGxWzB>rdXpmn#+iK$|%UyYf>u&W^8V+Hb&x(XY$LEdfY}~VPgabEn z+1PRcK~+Cc)X&&fw7ruMKTmTw0Ra7v_`>G?o2{ES@G}UE!ZYfEL%I-d?AwsH}eyHGt)A3tVAP9=qjnDEE^-%p>;*zPWtsqA$oz0M&&yGJ}#gsaakuxBu$Bc z+|C$BpladO%($15Wd0#sGF6h`%`n^bqR+7}5Si!v(_-3pu87OD6H2SIQc@$|IcGeh zOT|v*8Do%Q_DGK)9^&tt{2WDZy-%O8|1M)Sl0|3kh0bd^z!@23#3x?&eu6s>vPjI4 zR>!}$vmgVrN?I_M);Q`zB~_TSmq~Ditj}om17+G-u5zbxxK#>8n=3Z$sC*6rFhuF~ zz7~}6fHCq!S5mYhj%9<=UKHb^9%v&dn|9Zbma z(kC}v@03<3CKY(>Yiusz1WY$;q-%-JH#+C4D_VY4`flHBu+XIRL@E*YlznQ$kH3snn0G0}2oRl@yk>ae4Lxxp?2wW4G;bDImS~1Cmf!O<8JaghTTY z27g6Bfch&HOuMnxkTjZ1<_>X_m(f#9EPDRy-?~F3*Mwl4n%{D1o z6_@X}a-(?T!ydC;4fyo!Wlpv{L7GNtG(43k<`}@<$NX%cyu(_6orE zUVX@>ff$z>Xu8zPC%$i7h68njT;azDB_h`D>|mk%sbua`*PiV{{=kOjTlHwb$Wr7~ z^#bJ*S5J&Llmn!>J>AAaNQ1A_co?TjEaY{o-HMBUt=(lw;%z@CHF7fg$$6Rq1TJ~p zUaj6Ee9LX0X92z(+Y6hIGIz{wN5*&b!(O`@wfjSg=hp)aMF-^Bn`FoYR$ktR=nb4x ziY5e~t}Syfo{j)GV|+&KygJ9G4vRSYPU$X(JIuG}jv(LTSwpzWIWA<%BBxl+>|lAh z0ZOg0Ih;+)O+>h}A+JUtgfL*2^x?0;fc~ooy5MPlS>{;&WU1NT>LE zb-meGSOx?&4B$M^b4`=e1y9nEbW4b{idTaZY4!C~7)p@K?KU}X6;od+t~21~T4gcB z6lhku=?eRmv-@dP<=iq*JL~!Tw_(SvZ#cLnq?W?a($ey0OJMpq9E%EP{Dtih1)nBi$WSKJB ze~wE!NjLS4;!ety|7ATP_m;OP_j@`ZzDwRw^&Z0Ta%(TE2g>WW8vIO5#cJ7dqS0+N zx3^vtolAw~dcws;Z2;quVA$dj=JRmouRztGQh-_sh0Mkqkq%lal&a}6bcVT8J;_a1 z!y2yT65q%GIsYsA$e?t&5iX$6p*#g2k!l>Cwaa7rIq9q~| zLVTma$VO3xU;q3w z=Q|zHWYbpKedpAQ_K&j8XkG|2kP%HyT|H-uEhaWLmcWz|SA5&xzF#AR{$B#U-~R~o zfG?n@r@wlsVa*;}IPwCGWCc@!?{AglKXoP}C-RVv)pQOZAdjCddKip^LeE_3u`d9q zNTX~NZn~9}~cDx>+c`e>k(5izxB+G3#+wqJjxSAQz*NGwH zid#P^VN{fF%P%N+ygvQupl^6M0WecScp=@rG<(!4F(_m~<1gcQgH-6526V8x#7uUl z4f+NLS;v3M%Esqufgf!azK@3Cd#Ec7Ygs;RWvjNGfteV-zTYvx>e8SV7B&PB^c9hh z)N%6P@lZaqs4Vu&{{ha(cx+_8?o36rnrE;FCbrn80_w2-3}GK4(um}HX|g-~IS8!s zS%Xv%H@(9TU>qpAx~b{R3jE#v6ksCFd^t_^$K@{T&t>K0VgNEi7D)RCX93-NJb>5< zPGxxX4X3xfN!(nhqKn#5?oO~oy5BBi|F^7ILXt3;`OOb(G$QS+ydNr`5ut+*|B5;M zV<}kd1gvQJAc9~VSPuyrky=*cz#9FUJSWq=W*|oWMJ#Lmu(g38_}Hd0O6)1&Y%`BG zAiW#-X_x%sp8GEJ-%{GhJd#mTN;o~`9_N_0mc+scgEkHO9xV0j{l!4Opyes`V zm*ijB<9`AbEkO|wjseBs8x8b+!Dr%(6&MJtIOo9DR-r-xjmWKpzw2=RY2t{Z4+JO$ zIXOADF?&@q@uHj}XM7ZF_AHVdK!4f~s3*-2pb%^k{d?Zwy5>I(6cBIsV$IU`lO$Q! zLs$}*5l&w^{9ge0^!~z$LVOWmmIs!Oy}S47A`#OiF48EDDZbJG>uC}PF&AGF2QxFt z_K0Ua#9G@tcm#f2=enshS7)1eIagyDwS^y_+uwot^U-}mB_kb*-gfc3?(hu;CMMa_ zLYMXaf*o}im-VDpbn&93N}$u@KFy@uiyPco%g>P>c_y4ciH_( z_g*k+0&V0V73cL0)Bj+|17Jv%iiN`c&h4M0^r;j{yr|LT0MZyJREA#-^@V{c<|3#YrJTa3A@0IlYSB@!m zjrM*p&6e_fq09>=S!@|dPCMv^%7M`$ul2?DB5L5$7}CJw5sTp_lo3w-!bcI5^15s87E<7 zMm5k=Ww{bYi1KUR-#*))#JEvzX^J}Wcc0e_#8GUn(?msN6#k{Ct!&4RyBPPRla7ol z%0SPd`Byq5vQBT&*7_sQ;>K+4s z#y3$<24fSi0bCW{7CFoup!4OPW1an^i~3m$bhmbVK$gOjfLsFFAE1kB;HZ~MnSgl_ zQ(LM0&hdir(!D3G2zuVGym)|-Ekbz{k1f896kDhe3v{Uoinm;;eobUdw;Z}Mr1aUj zq*X4IjeSc`6zqMvJR(ql-c3C6dOwdAJ^L+x=D>v`Lo%q?2m;_Ov;ifHPvm|zryj%u z%D<38@j{k6uQqbeV~o5|$W36Y0s-?Q`kDWA`u{)D{{AAd&zRY??w*_Jphbc>tsnq! zjMFGL;2&Su)*eO&x)}1+3p=J*H-^(~-N?ADsLysu@jd|Ec8zJfM^}g%u_&0K`Ixc% z5KFz?m;xDhk+w}mX?$D;<*P}*+lUdo7!P}Vr>Hq`fB_-)JpD}LfVEROj2WTjcg$;u zR}tZQdxZ>7#!=Oy4=+(MqB;Nf`Tsd)AV5XtHBIy3_1B!_Ie@P0F)3m7^OgakDcGR^NKYKrl;%UOPVlsAgS_6-yROWtj2PrUX*38KJ&j=aXI{siD?kY!NMZ%e{-hIRRJuyJOD6e z^Y1)SFHqpzT&S}J9%RMGF)6L=3ts~L@hgCft9#}ob}BEizP6UcKa$EflH|TOt2$qA zPkyKys5B2s1{BY=R$~&UenH8Y&Bi0!*Jm}UB7V(tGyGexNtiXh0f#W0T`CdiIqszZ z8C22?dhM5*vFg_kwtn<42R!vdFXdKt2cSg^XtZYpC^g=w$%D<$3>l07m-xj7=T9FC zAV`xjGRgqFBhMCywM0C9_#9EXJOGe3VY^)Mi1s8zWCfoH+z8elaen19ST(cHk47@1U8~)b5FYUGZo6be_t>O*4OU& zN^Tj%|NZ?nz_$18RfMs&FrtNdJ4bQvNg$qaOtlO;j+vz6ZmO;5MR3gnVO{#Q56E1~3rpg|vz(Y7lC-=pq=AIb1$ z_REXCnh^{`-r)tl+1n!3+_mQ2@>t+O30H1oayB-Fq0oa0<-*q#Ru{68DrBE<9);q7 zgq0>(Nu#`cE*PKQ?LR*$2Rvl#K|AGk8~h5Fe0^hq(k+TAV2z!){OQFnbrJblKkna} z*3-3B+lAt3cl>7l*K<0+6N*M4Gccg<_icI06;USro(RRs*H%%N+Wp@SnSg&^qB`$4 z;lIc_hdGylHf}_Wjr{x?uLaDMvZbxp!Rkr^&{pZ^rgVm|gFxxbgyISRlc%K~HsL~U z%l0njQJsFn(ylM(t9*{)8`3*;%17+UgoMEdpIuJQ5=ohA*ST~!@wiRQQgN4NS7jQY zhf1owpH6iVuA&vWT0zHpZ9;3#*pEWTee6!o8#ZVEf`Y3|qo3yoyt{az7rzDAjz`H? zR?sbSLxR<(BFQj3LQ&O^lvKWlfyE_m)4G{pe(5TvGl|1{NFHc=&O~aB8nr6GdpZaI{QWK!FSRK}ea3IdZajSr*g?3HqONv|>K#W|ZeWl(j2HvB25 zAKXw~SWZ#}P!aN)0gbIs$4fL>h!4Gwx=E#2B)x7VziP+Kyn6L&ZB!DU1R$o>zUo!& z0s%An_69KkG%+z=-FWX57k<$$+O*+G2RgErg0pO9%Gnsw-C~}(PpamK3xb~&EPoHU zJ;@XatW{Z^v%Q*IcAHRq@vw-7@n&hPL|>pS6q{$SVCIZVF1Wyy0X+V`Q{~nb2LyDP z^;VJ2R$G(`9UpA^N~mB`O%4OZ?BQvB3ufOTz6kDyCDt^;Y47t#8 zsS~*3y$tJl_*X$&mwHtcXi?Q9e(wUv;LLYzdms;w`!1L1IIW8!s7WdrYjSlAlQ){K zG&BCj3EGsMY4%0wx7SA);8F=`2jVj2ilmQ4b66e$LX$-5h+T^;%A)dvHay|3w|Iif z4v;{n%8f%WvL6RFbJU}NQ_{QG!y_B6cTTMjXuqnV1N{G7@d8~lQ<>OVSk^Kzvo@V( z+51>+7!}T*>DR6Ng5txx??#=_l^CseZ3>%$_RH^09^^V50*tu0PeIH#*-uMmY@l#d zvu#0ymXkZM|N6}Us#g^)PVG7m-yHv5gF#F?WDV?bZQ~TqX`1OUx+gN<ObleOrn0RPxEV#U_lC01W=$XOb&1Lg>>)r?jazBUrIj3A} zCxC3k$*Z`1Q>1`f@OrXhcRqS72}&Z*gD|Z-D^6UVW@LE?q8zGrgR*?*o|{q^?FFA% z`^2$|84q4$H0KXKu;1m)xe7`1%~Jn@;}YWxT54q4ZW3}C35U&kU%F}goMf@>50I~f zz~t;>XM1~kVtnwtUvKJV@!P(3;jlG$%P}07_UyqPp@aL%uT#?}jrzIq13v<%kB_hj zlNd-`8(#eBmb`2G!?F%IMje1CmZ7~qrW--P-7^R1UAfa<08CcZT!6V>@8vk>u9JwPT1WDBd;O6IS-zCCG<(`zv3Pkr zE~TkyCiPZn+NSIKQ+wb(t@paisdT+BvUta{wh#y5KD85$60xOMyO6y;ZO#zF!l~Ec zJijn5fU-+QjLv3Wnx%2{6-6#mg`O;m`DW@^1cyl0_*^zKnaGH_)a8Zg$_p`~BJt+lkVs#Z>?ig{g7$3Bqc?bnH|_KVXsal&xpbf&WeZbyjCsX2#d37zA1sY8+ zyi-7U63#9c6GnlF2&)?WdU9%Fa#5cz=TtpAYqh$U+DX|2qfK>caWm=3GXbrt>6hzA z=pBvN;ckqIg1rxsT)y#fdhE7y8!bzu#LsX%K0O?A5sRe^$t?O%H{Gayb-Ps9WZ%i8 z4w2RYyIo3-oJB3ITqf?ZM;~(}oldPSEx+ol;7Gt3HpQ3nsho0XStXElrJa17M56q; zH$j5Tl&|oph0S19yDjHxQHU|=&r3Ocx?beh1sGYRHX~6}Uzy?E>9iq$vrZ#*q~=|&I@RESlQ#|<%0!%iyx7q(s0 zqG%t914bBl>Yv0_1AN-}BIcD9s>f_3Z?4nyU+f9@c|gn+?xYT@QGwuwerDB)A}#J= z1?AH0wA8yKz84|-NUNLv1HP31hnyt)pgMKN*DEV4b>YMLveT8VilrivGZ%XlMaY$| z2Ok|Wdxt-pC-b{-#onwHO4pmgdfv9o9=qq-#!$TVx?!~2Xsq5i(K{M-Gm9oHO1P_4 zJ*1nhN?jgI^2*UxVMYaR7!QK2z;TI*{^1Y`2bR)-hAqIYsx$zgQhN0;p`yi11r zPL{M})JHa&^jj*lrXLdnC)G-HOz_@X$1;O?@v_=%5$06&>uVKZN*qavq-OY z?c_V$Xnz3G@2>=AXc;_E@pxBl#V0p=Znk<0LpJgE^nUz#>5uV_4&OVp7~?+XxNNMP z2Y|?|Od5o9O80HBIk6k}eK+pMynSn*`dUdz2|3w$(Co29A|j)rW{OoF(8o6BpzKoF zHY2SzG(LO`1gA{T{PZV0hLAuf;kKw54&ll{n2sy*c`~Thl9kq9vikPbIBNW zVpomfM=?)j@AR<`zEXMk)1!pBGuvuoB+K}M7st^|tI{-LYT7o07h_)nP*}*`dlPGW zXv0;Q@sxdQYrd26egTFN6DPij*Nz}!rmxR0h%1X|d05Jb%sl~cammZCw47oqYeG2S zI6moXo>3RZqnPj(nzQgdEt)@@_hDIVYSZ+R)-t<5OMrsNg z0**;x@@huiZg*ynHW(3LK_(7sj!~;*=r@klz^ar1``~w;GWB1?w40E$m(iU?iIJ~{ z{NI-LAGS?CK}BTz6*ONtk& z_LXXZEhY$SN0+j^eI70_qH;M^s_&m?m?hn^(Ew1nk??@r9(FcLJz8tGB!e%7!on5x zNEW{ba-9(NP!hHfrN%PC8m5*x-B71TU%=oTe+5kIJkqLh}P)`&S_nF4?@0bAz9 zT2Lmf>aU1*BfoY?Eaev8$SoG%C$A9z0|@eqMtOnkQ611*fi@k|SN>qnxd#VK2k{bW zYSl9KZNelh0R4^m7>mKcN|ZbZ`E9~2ap5xQP>pk;;B3`KE_CL}2Js^~H}zHa^& z6}3QAs+45czyx~@=uSiO$Ewq<$bM-;^)omurg^5dq#K|(JZ^0Ym-vF?;xu$^3Yo$| zk4zbQ1jQ1baQ_8b{rwa2Ypge8fJLX!<@)oQ^zZ0SbKX~0${VJeqj`5}Qx9OqOv3)C zs5xWs+Y8r^SLf=dd3TOZKmlhwr@1KUuTVV_30TkRikzi*Uz!obTn_pmmQL>sjUcb| zUa(99wqG@gYRKlJxe*>u%q0r=&0sX697$EyaJ~awhM`+;9NDSn$lEFuyjQub1d@*} zE)JV}*{58F^Ocr5!_R!)H7|WYU%IBsm4XjbaJPIbg_tiB@j6Mm+&EK@?Sntnr&*LVTNTk%&kn5Ey? z^9bMl()$p^FU?51KGqSxw|^!a?J`fka{8buBRbQs3WwYaMHYvA6lZ))utapx{baK% z5C=edDB+NsIO z;r(1PA9b|~p2Gpi;1IxUdcHq>3y9Xh_Pcd!)4eqHRujd^q=U>y#OAg$opVb&1rFo) zV%0oGR?eC(R>>VS3Ph%|7fHR;ar#W@jDeoZ>Ii_CT0`Ddj?pYvDn+Wfjif4Fo$frZ zADqbpIxR0TP9}7H+~i57C+;bf8l`PJ0CtNs&!4~LP$4e7LrE8CEb=HdLEX0y{QYbm zFfi#4m)hW*9lM``#59e^*ClUEHhG$EjkA9?4birN1g@)6BCoH`|ed(cdiPPl>CuDHL62hP9Jy766sqE1 zDrV@5v~5rW-o(uPurz0xTEum7)Df&vip?bh7yu*^?!naRDB~ z_creuaX8{MzXS-}V0DfY;&<> zpP{P(fg_o+v`7HR>#AeWOpO{*^U97|!jTib!F(M31_p^Wk(3rI0KBa5(+96;vW{LcMYoa99 z1nkzamLND}G_B*dLgewmG!d{jHqQp|S^dLtEgPcE3SHqC#O=Utt^T%Aaqv{!2e&_ZIoYsjKu5u-bsQ)uiXwIM(xNH8!_GAkatK?G zANcfu==tia)g-)V_T+~saYRI7geanfqV@wCVyM0aHEHe^?jFV_E+)<{&bKE55O!Fd z4?7G7x*1bX43wrMA=p1&?DX&Z8gUT6(@OeW-g@IEm2}U@=kn%ExGzh6?qj%vPk=I| z!|2loq8}H(#?jJJ`UK>Cgm9@Uij2uNQeo7SAJbA?ZJ|1tm1y-@xd@mtHyooooZZM@ zX7r9apov(`yMb6u;-^cWOva_7au6ATpQP#${8hpE1L$WgxP~>O;rzJoy$n7lyaNftU2kQWQ#s;*3LO_|l+Z;e$s@H(! zen{)w29yC5av7;5tuc{ueDqy$Sqn*xr_;RxM}6!aPJ`Lh0f2b{*SeenXr5j=8tc@4 zOOY!FxTiQ>-GCC7?500OSlG452$xcTr^`6&AMJ!hruhuNSU_V-g8DrffN;g*%dCOe zK>cYG=z?(G)hxn@^9KD|8%f*z0c_;Zy z=z-r?9nTf3BPpnhOo@dJH#gkbr>S||HZYEMbJuz?y?u4Gg8B6=-wv|FxLaeNs6^5a zd>Pd-^dYeG$m`b*op|}WC1Jcbqf2cO!q`{Cj{Fy%4*j7niTA0z`96FZKbp{G^fzzAv&r)@htpr#{QT)hLF)`A7 zIiAG;Pw6J$xqV=dT~ci5&FPHQnaqg{kX!q`((X~p(qoEev`{WD&+AW5-(89-lU|9G z7kb^}>;xc%_mNltRSG*`dg0l#K*OXfD&VeC{R|B)ueTA<*pfT3@< z9@i{AhDJP0OGX*R{YW9`p`!XXOvijcqPS0|>}5^#BxhSq(}hn|>$8SWJ*-|N#}G!s zAvEQQ&En-tUQ#z%X$51O{SL&u1jL@FA-K#}K^U8g$aq@0d6;QJ*I2XKluWLG*2#Q= z4Iak-On-932pV5kjn#NS@RA05a6DMr18fE1?(fCSvRz8U>4MJBd0SgRqSR2tg^Rt!OgK&B_Dh8qD zNLnaVn-!rrCp%ij#EJUgOn+FYbvu)%~{=8zXL7M_o5H)6~P8pEbSC z*l&#n1a<;S`T6?`Lq703ZWw|+F1;&eiusAn-4Z^;#A>@5mln-9TBhJPWF26BpY|98 z^~2<6t-^Q;7w*aSzomyFql!k)pT!9Nx%!F@+>Bn0RZ`Wi^=`MX5l{=ILdsWqWA7u$ z_Q*wHiM6n72FkT)0>N8m`m=7im*RvYX68u4r8IXf?bPA*B5-r#qEuIc{etS7m8qlr zstBW00l#@a!CsJT&U;S5zukaeYG`tmk|@_>lz|8oRB^UnQH3mij8jT4SC|=M-vGjH9PBv-MhX zhgDf+=aOj|?m{94E;;+t+oiY9Ow@*w4I?{n4E!M@pqOkez*s0=$e>!oioF7GsTIiR zRCDW3;^glFtCq-FdCZoO7;?YrJAG}n`ygrlNR!?3r@T05iT)EyF+M6$PU~NZYsMd_ z-+CI+84PwE3+5J=rG4gOm=LP)KkKusvBfOe0K z>`zGtsjXNl`TNNCequHNtgTg`UgNr}7&ZVCM$7ETy{0Q>Y;SwelMdz(-+$(?->W|X zCykCllS6x@4<^q6-=RYL(?dkV}l~ zUG}W=0TG@(X~?_3BRIL6PwE+D)Hg<2wMk63z@%|SGYn^Z+`YW2{KdEliYrvfM zT-1E0_yfY*|A!9ei}UpFe;5hX9`s2hSKH_Ql=ojO$-g{~74^-*|KK6MNhH+x3~Tdm zod52$0iVMN_{IK*0N)?Of4nRr)G7ne&)a|e<3B9j@G;s={s$wn*8yfK$p>rduMWz; z%oH_#(BS`IM9U5Ld=+?aiOW&`aKL{kLlU7TO!*&-sLKu5@Ae2L!~6d-%)i($pG4?{ z{s$xaegtg#m20go+&>)fAFryff+zalAJPBjVBDQ^?7u%EkpV1xjOZhqr~H3B;6H3y z0|$fjFDCO}cHDms#@}6z{~V0JdBp#7F#hh%`JagKFE`Pj?XLesj6b~Uf4|TER}mxn zrF=>#^51;IT`KV%hHMznvr!Ws`uFA1NDnMa$BF6wetf;>t4&P(T!k6xVafmZ$A${T z{R7ee#J|5W1OG`3|L(T>Ph$8tw$t55{!=mi%}VP(71Q4=^?jxA|0qF^DsBe)I{otn z>N8MI<50x51y07@=ZHXh{y1E$v_HqSHk3IF{`zfieKqs>S2+q+r+z&)$0 zycr-*_URTNxC*xa3z4E0^bO@MHsq@EA-8`2<^IOE*F?X$ITY-Gji1l6$LSIDyX7}} zuh*_y(AT3{&@)6_Mh`@65$gw*0Z08q-G+!OZry`vk=i`3oyE>zVwlZEI=s0>M;!bRMeV5kNV3ZknUlfB=y15!~@)vl|03STNqK6qb&iHe`wh0Hgw=_>til*!y$AWcx6 zJp&8=E`jlVgs-43%cyQ=(1e<+fdYcinzggZ-BJBj!`1!vY*S25(_6NXkM15}t&PMD|!UvqYpM7F!KA4zT;Qh_#{%qUQ zyxKq8);zi55QgRp7T?`2U6*fd^u6yM1Nu{xC;u0Shm;w zHm&%-*+;3*Fz_){AI=$_KKxzcFD0heKV6kouA_E$o>UxxhZEfpG$a1iHAh4YI4Ak( zO-I|m-Sl@ri6Kaj$yY&x+ZgR`Pbb~$oaZ45{4GgrMHiU$pGW}xG`A?t9N*BOtyGqZA7T)J~NfuBiSH=!(v51;#lIq_`G)1tQ3 z>@~=4yZ*C#t3Zr)JhLiw29tM`ce_KSrQYcc|1fHCe<`2*5Ym*unIEs#pV$!=j5}Hm zyd*T?^mzEfE%g7*fruN)W1(NP?0p6E*_5db(4}pvyKgI^K|HBf#AM`#qHHxoq<+Tb z|Hab+=$KjWLbuTU(v4fH%*8LAu~F`B{6jww=?RC_6#Z2eL$ znKWe1CcOBcT@ZzrX!+{!LK$myNz2g`pJEI(X;l{k99$msaDSltL&4^4&@Kx>8W{oV=V7De@zAQwsf*KY7{nOM18g)%>n{Dt* zf%=8)0N)4_Z+w;Vm3PLAH2;_~QhWvcQAK$DeXYas0(nxuw4Ua~)|bFs))6XrRYB&? z$cgLg`9rtLK@v;hjIsFJg#Wd#jAW>DP|`*zz-*%Q7(sfue!?0)#UJ!L!jko>;n|H- zrWv7_U|)LR`~$b6>*bWXUsa|#MF#WHY`eh&%SQzwsePF19tw}jiQhZsEgE5ckDOmx(6b%^;BHg#ZI|}OGFIJJD&O7X=ugkus&5GH#UR4*ld4Wi zw|;)~RN)~SK!`PnK_DP`8jT54KtKOSYPcyWPiyLZG2BOH)nq$7gv7*7aKs|Fkw)YLR4IJQuX%7>Uxp5SI*~G znGH9XohQ&@yhAHj^nHZ$>uWK)Rtc?K!bd2#GG^5|pm&HXs>DU|NCWP^aa~PM-=alJ`Mfkr1JEt(h27N zZQUYHKDdkZB8U9tG?hs4A7uGj6qpbB z>V;f>*^NWxyDlZ)JHqpH=IyUgPBY!CSid1B%sOW$tfh5cCd5~)qDHP8&f*2Q@7>7z zQ`3bear^j^9F>1w>Qdp{hjO^f{CykRT=obDs$p z18x^XNgm^pt0`C8lrx7eX+_u2y0e?bLP3utNotkcmdHb9R@42O)jSh~dM;d`Y$igV zT19k?_gaoPDCS!*-GYhI)|1H7In|)mH>^>91U8!hA^;b}NFQxZ7Vztl5g}wge zSH`@7#-(hQ9@g6g$r)ubUxhk*iWWCYMc7gKo zLcQolMZNYv%z4SJYtzhBpv7kJ^1P`RV*UXty>wek9kOxeYK3^11zHeeIrKM7HB-Gl z2&a$l;Z0V(_T(6x76X3N7*hOK0Pm?^+ha*9Ww-0@ zwdcW1UU-&_fQWq+Hl$Vt9PtFME8{K5D~YOR9pPD@F#|4**Gqx#xusS1iv@NI4`-*u zh-N%t5#uxw0`mR_kvfckN7BGfwDa5zY`@sbDC^Y}QJLi;G5Ro(%%7-!iGyK078*=Z z|NS)}ZR!IOTrq-m*cr`HZ=9X+VrzSLbx~>wsKB^3HBZ?DbufC&dLYS3W2QA?D2dstdCw9zi)M+{G!Gj#Ky_}{ zvqAbzB)B*?BuEB3XeZRu7|_Wo|-;OaA!8SNfq#F+$>&=`Ij znsA-0LrJeWYZTeXhHH19Bf}IDOT9gYnyCv)qI=hBw|IT`sl1Hc=SO?DtGB`~vh{(K zX1VxNxiBd^`wm4Mk5jfHw+D#N>AeT|N1Sb_Y&WaHsrJlc%e1NNw=+rDj~E`%jw^a1 z!M86uxJn(wT73I0-^Q8dfgG^d`*le2*8|;l-lLbuFwxfQ=sf?vh1_F#akO66GT$r@ z<(SZMOY3id^Gvt|?+kuw-s6JJHR2t=rt-da>&e<+KVF8h#BpCjZNQ$(xUgD9|H+N$ zu~R?kV(ICw;r`>#R)&ZZ?s;;j&rPzOr`DysdQd?EqP;Hd%oM4ebr|#Su2^2giCw;!8yD@CZ%&1JJ6-9s2nm$05cuN!4l@oLQYq4e6%%h z88Q%SQ4%e60`=NuZtN^ zwc#Ri%qCO8i2_^UJ*6(1XVR7lQ%>+7^+fquQ!zW5_u(os@qF-CWku^C#eJzg2qh;s z$mJXP&*#Wuk6fp#i9H*RxWp1_3I{8lzA*K#qB$-WSkr>&cijds6TdCg%zNVz*VwPT zv@R2P25?nUyws*r9lg@@Xo*O!mx)((AbNCX)1fT=of6>l61R)78Uij+Zu2oQv84{2 zzS+8?enRr*!Ubd^Ra=k?OmOv^gf$*}B~4!+7BEASNKS4!BDiQgd6_-u%jFVi8X1;? zGLkN_B&d;-3y;(tJx9tUeTq#IqJ3^D44+I_Nz=}#o`_p3Q9kU7YbL80zqS%KDL#ik ztJ8NcR4xdd%5#vYaNV%UZnC1zyypouH0MRIxrK=^KcMsX@xLsVGbxI*nosprn!#Hem&-!1`oN9FiZr^M zm*R30uN*B~%l}NTHMv`)>$PadK7{UUZLsB31Aoc#zLK?9UlXW4sUwkB81SW7-&$Ta z&imXxXC0B;xMNTQ6-8jCs4VlOB<=J1v~@YDfjze(UfAipR*ba_;aRAS%~k98KcFBw zNhDRWBz*`K#r0T?Xli7+s1w}nDnQm&Bl!`!xXw>m_T!mFaZn?`tQ^@!geOaLU`QpN z4P|%{_@x4DbP7}+D=3^xKi?T7(s;JGwz}8}e!!ABs#Fx&_?Tz&E6Q_^ZfR6Z;-QOg z$aIbak7Dhz7ifOUFW$E|rO47yQOwnAZ6zFVz|3f`jDIwArhvn!JroJ?wwK>-7(;rdT|hF%|jp$Ox7BzCZ`RVWrbgwwn!BD>Rw17J$V#z8c@P% z{_<6*FPp4eQbW8%8}!j_n!P^UdQsu%m0D5%6tFF-H#4ybQNpK_^<~-)b-N*|0k&g1 z9CuX$SO7lSrn9iEN5ple2af=4qwCSol2<63eZhLiG3ZRlTE`oqI3P?=$uJ&VW94G+ zjUUBUqC0+M>Ch#5^}b9y2WUH`~63yK<%a$^&CF;eF?rOrQdXYNJfJ1qq>e+Iq zp^qBzY1*t&Y~nPG^+Wa=M1-hW1j~lp%s-eiUg4<+lsxkSZJ0i{AM1HpoXgo3@a-=D ze~FfdT~i*zG_LN~A)8_ucR4g3`iKd5FX6nOPzAskw00C#m`%r;OOd!WpI<^Vp0a^X z6<3>2MRkSx?Un^Wwto$jU>yT*Bum&}HwFxMssO6Atc=4|4d9TIS+%~>dyDNS2D~WT z+}u*Jzp@JC&1pT#x^t1iI4m~TDkkmMlK(=^c`^wU#TDIq}drbQH1Qxe|th}WbOzefX^y){Efv?pK=PwCJSi7{Wa$@xd zP%8aoW@@^~d!q*lMvyl{Z02KyW@KE2rco zm~@JnqC|D0v~w3EEns`{Wig{KC&hKEHVY38960A#adV?>zq6F63eFPLKw6b99@QfqBptj2s^ZWBV zh9pA6^AQ8deA7W$QsSM3Y4f=3j5{`8!ceNr$G>Wj`?Jw6FvvNAf8;q3-9G6-vp2L) ztY|D;Ut=G03xhK8#eP7nrHD!!aBH^&&)=}Jx#sCwS0QB70Cl+Gpu@`qjfz$DDSOQt zOG@oy+Qhlrq5>s180+UI%`9&N6#lKzJhLd-T&b0w3*xk%X;SvF1g9q86*@s?hCZ-r z%Nf3>A~f?d*j)*q1`?0Smq~6Rk((Zyg9UCqZvegdQq%pb$4+i*QYF%Z>=ION-#ti$ zxXfmUX5m+44nTy8x3PRqNaRHl=y~Kn1#oZMHZZT=LD$U1_zhN*7G`U#W{58am|&o6 zzno6lxR31Y#nm{X)2PshjccLJSygUj-m(nYqKDR)KyML{e{ z@`wh}whIm}#6=_51c+BvuFVEpj$@;}rdOaZrgNoNweyunLwlR0DQ*^8P(Ni{O=Hi0 zbaM8*?Ul21OmQzF&N5MLYA=Os{Kk5)f_uu)ATimVy`t_0cZ2U`@*zZ!WgKS&0L&|k z^0_fKmGfsrMgXg(O9ac6R~_g!#W*sQ8`FE~ghCGd_SuEnjsBpG+T@OHmS$Cd|4Yd* z1L)KZsLnn*adb3Shx0Tcy;g|P@}`B2JT5zxBYA7IG`^Ez$|6f9X6%%wcq!IeeA7$$ z<};i33$4NV(*~Qo{(&J8sc z8q?2R7o6<_pXHg(pYYnXYnYhxTGtIrO!Y1g3acmd=UYCCQ<-vvbBX1IHUUmtW2@XV zC!;B+F48BjqIW!}bIc=T7=|xgLq)Pt9lbNH<6LIbBI~XYwEd7hJZxe?hw&#zt+#WP zIPvoD>+)MiEAqkbPQDg9PG`Su>a*h8Q$;~mpXE*RD3T~TTGRE$xxaB;r`UGcvK3Js zrhG!nV9t~4{)7m`7*>YVU~V{6FQyDD1~GbUcUy$u%cunS@Ij-a2g04SEynWW&1UM2 znk?Vv5rZZ#GuF#hSgv{}9~jRyTx5UiXM-dc$>%p9Y9A+a!6$ke5I>b!0wOKkZrzRt zCec;v=iHBdwff`NbSRskJ)@cPp3s)g@M_!{qA6X^miP-c-i>n?jX{S#5?x%JVqcCM z+beLr2wkHPkiND8|00f$o=R>laeAk!*W^xI4KslsOEs+X!S{COKrjjJpC!T$OSnR| zx<`mFDdH%7K!ZD*Qr^MlGHpZ~g3CBIH5$br$+E~(KbZ7EteTP}rk{Nd%*y8Mzb zi?yJE{@Jju3m2HAgO$&!a<29EM!7mqtr}NV%;|o<*4VYy^n4T7DYw+xQas(~qMDP5 z?i(>(|23eD5HSvWX{2|1LxAr>@GJK9k{@-hqkr10b*`2`O@jLmqu2hp(Y})k zzFwW#OC-_pX2%G0JgV!wJlTv>MmUA=p02;0rKXgA-#q9Yk*8W8+%3aY!rJRLQeZpm zNs@fK=P9ayIOMaMY1yuru&&OUOx4?uD_im(%+-`4%wB)FW_9}EsI8Pr_V`1Z5q;!< zHDo)^F`|CK^DvJj6uB;4j7Z}CF0_VsZ(I2gtw`KQLTLTgk5rG5I%W3?%4+4>Snt&L ziThHVq<8BTM(&#qCqSo60w%5*F-HM0h$eZ?B7=x)olc4=Jxbn3h%s2SaZcO;&k5=C>u%h=rA^qb^~3Y-O7>UaZh7dVs#--!AA&%a%mu- zM|!1bw<1rT#MYtK1ZgJnAwvtcoT~nuXHhZzk`c?YEmg95FJ(i|+cm!~gle@0>dZ_ch26x-1M;{IEVT0Q3Y>SwllRci zAj`(e_$rL#Dnos9p5f?K-QKk>OArT%8NrI1zL3Y99oG*x5Doc7@*8^On3q#YF-%wR zkV@Z^VK$g^Nv3c#*QvN}?+J)+utpSW(6I*Rn033d3h^spt4dmT&czb)s?NAd-!PvJ zbkUmPJY0QZScCifh~XPLfcPXhtuSH@oT!Cf=>uta0HjPsJ3}G1Q$6p!>|JC zce6d(?j=N8-mC&@Aue@YpV-Ei*IY?D@}uu}>><$m+coN~`>hS@w*#HxAYI5D`)mUr zv2z(|P;tfDlwHe-b$$9cRow;A2iqkpyf_;u`7SzIIA&q(X-}{vh2}81H1xV>W|6mo zczP$U?c<(PEzuVH;hu6Bcg_6Gd)D_({r)?3N22$)S6)iiHmTplZKf^-72l^U^HnuJ zFM5Qtsnp?)cFmA0yMjgT=+sWLNy*})S5=-Qn;^g$CwE)DG1>I90{(@uBvt-b@t#G? z89ofN>M9hDJ{lAnOL9Lf8eLsA7U%e{&#J$%(b7ozVtZQA(x_A2KJPaWjlRCf~g zabLFwua?5;_Y*|5xcrNhe!B6 zbv(SWc!L5JB<7#WQNfVu_{;XXdu;{lJH6>*y=!fsv(tGYPMBgrcx}4c^2Drd>_y+{ zTdf}}q#piwc?0bhzVVb$6&B8oIcY<_M?h&%hNev0P9I!!94~UZH8U z9w5;shBUvz8~uD-P;w@Z;Wxr?a#O!@dfy*QFq!9)DRcJahInzuhPXri;XyNtOiGR} z_LYhYEZjLHBSPK}x6Sz2zB&>eB68F$qr4Nh@Zb_o`Rla{ zWRk`X9h3DZ%Dz0q=@wt4OB$vc&Xo|&;<5!tZ<5UI!aCcHno6q_n(qCiB(TeE}D*Ho;@ zjJ(K9*sXnp?H#v07P4U(LeDd{J%~tnGQBPqJ9YaGk&7d*SE5&sB)Q0ESv_>fYFMV3 z(ImZ0ggq*(C?qR$=T;=H>Qc=85leol9F54g$8{>UBxt}ZNfm6nNpn_=K8>5Hij{H>v!_Rr^O=p6C<_74uZJ*I;28L?KB8j(+fo4v*)?aJXb&k)!1CCk| z^0lh`ZFh4^x3MgrHYvza$Fox~d=>acGJI)kvxeBcKRy*N!a3`aqi0jJl6SG@ z?62NtZ&7~vaz@1|cVhAu`sDl2W2p%QS+?D-{KPd`45O&RG&coGN$qkHtE+Z=3UJq9 zPTPqpB&=0NhE-`Kldqduy4{4j_+wiSyE9S*>v(R2E(m@NbHM5`OcvFsU3I=%5jM7` zx>+$^a(jtmQ|?>tZ9{JDaYCN0_e+B6wuD?IxAWKd3~<{i%*up_#FKPggeV~TF_IN( zVflCwt`BxVucYWHXR_w?na^5Arbc{a*o>v~D^Qp7MnjRTa)ZWDJ6MSq!nObp?|Uur z}y0$qr0EO?|2)Am^ zw-7tM)Y_X`TEflV8UVGb<~@=ndA#eI859q=J-2LIGG00+QJr7t%`k07>ABy$Tz8#o zGftOQi$anoTHf3R-U%RX+!IB*y5N5*$;I1N@gh}Au-8tJsgD$j~2|DLF->E2LQWM1+M z{{Uo?6i;`MLUH{&g_;CutJ01zen;H#B5btFfvpB{G5V{Mn}MBz z+2*2@+>OGPUEK5c<8|PyMm#gUI^4Ovoexg0a)VTzY%=#g`7Q8Q+E_$YacEr3>J*r| zd$G8bgEXy;A(dqMHgD?Yxm3%A%>1{{<{U_7qK(>YU)MiauGv&S&4IhjOgWZMh+^WC z^Q;%J3L>^_8VnF+(y^6(DQ!f6)q$_tWzqPa17J;Ir4|!vRUNizHUPTr4)OrEye>H3 z6RnQ9U#0LN#5k_# zk6ON;Kz9^XKABg*IYv~QN^X>#U|Jz(WfqRNLAVp__kUjUq$ZG{9c~}D}}UM$<}og%Z?|H zq$N)yFUcmDdJjl6iatUjT7vwMoEJ-%+iQdS4KzL~67j#PhDQ@CV=|gOAr&)~bCd4M zpDuIF9vTdqpdqjj;(G+ZY{tEApxC@l$SG;~aX#v+Xv1b;7A(QcwKCLid5K@D;davo zC?}jX{5=)D}M�ujH- z6J-aGsvtItC{tAVRu!?^{9*pm1?ja0qG#Xqa=RV9vsvcDE4(w)EfUl7wN@(v*n6cQ z{sL29(Bv;qH%8afM$C`$7ofCAX;io2UW2-f;>w@`N0X9Vs)bs<^rw zsQ^mpnUbk?iz)CWSbKc`Qrjuw7A=}qsv5M7ZeNtIPqxO*5^uM)15m;lWj3+vW`?#C z`D&sT6SySF51eLxIf7P%RaD)VDwM@NM~firhOq!t^3QGPD%8nvy~M!CiZnRGbe-1(#%%DNBDnkcme}m2$ zM|5F48kLdJ+Es$%AZGfI4H8(>`9K0JV}Mn1Pee>A~eV+%N3{@Z6Rwx0AzB#W`sz-I2!4@Bq9ra1R2)PBu3hc!G( zEF$E4Gz^z?o2u=aIBje>bA02{(9^}-V={MocFF?B{Cjq-0K*C87=ceddp|B*coYoK zSibgU6A0uYd5j=eXLEO7t$~s(SO0XgZzo?rGvka{z$V~B`Sa;#ualqAa%OT00s;TZyzanr;ajlvh$%tOzt;}ll~Io^m^q!x zr6J@^cDnh?57}+`Bv|Se1h{GQw&fT_0XGR|q$yqspkEJ$e@u<-=dBlumT3Vli&8(f zzku5p<#S0k;r6|nFR{Eau~60lmJK{Hk6UA|s9!Gzu`(lW#DRiMmMXs zrKspk2a5TE>3Z?>RqRTEfSIIwfbIG%+;7MnR5Q`jQsdkmAH|&s*6`dvvyGoOUO{|T zPy%{?kk_vnea;Y2lEyL*l;vx#Jb@J0sh<<+kGycNE%dauwbK$pv}peDAeMIpXEZ#e z145VTh;TB!RN6nnbsqk%GUSf70EB)qev&@`I8?T`r7qm){9J4s>LB&rtWoZE{pAn| zAYv`*6UP?4iKOec&p#LYDS1aZZF3I#$^a(kwB>l^#~;KBx8#!+%6`|%ksfCNHiD^H zCg?!)vh0)A+$9k|X@CN!Jd>Ej`0}LwmXrB)YiG*3QS_{o;X0mOWQ<%8uOyrbOm5?m z_8v?8+XByBgF3xaE7mLx$A8o!L&+fi;~HAl*daRUMx5eMruWE-y1#6Q7JohN&wSAG zil<*!L3oon8akMj@`WIJdictci#FtL0hsST@y!YSH27?QnNc($&T45baxK;FVdQea zPrh>@K${)LG#iZ)7|$Fif)^i(*~1nu$Z+EPMAjC>n>M}UO*e)?7R1?%8|8&VPUsd2 zBfBae?75uyUWmy(77I9^Z)wY@zv-G}rwC+I9Dq2FVf4IpW{d>7{?3DG&Ba~~De=3} z3n*BHRBjmReA|kGCydLtO4bk+kB4p?o|pS3eX7Q5gxpd=FcEe=DfY4juM{i=aeHej z#1jjE!vTC_?z+p+H5_ay+u3UCGoS{kzwFWF~^7TQgvJ|LbWNzES|;H=cCcA z&gK_n@bJ2G)EJwsqZzoUS%pQ=NBxx*9)BVP$8zd zmf{h08hJc?YEka-R6S{~A@_KoD*)4ziA{bqzB}R|Q`x*n{a;L*;56l%L7D- z*%*I+b)?erQOQZa1KA$0$m}}pR?U7<(xUv_92;hDXtwdaZzr&o)_&|70`RWg&-7UD zNW=|EaAzNG3GRf!>dfW#%@$IICoT3aN**=8HP#QcM3J{RM#ibxPbT#iKGUm-QC7~S8A^1w3`@5(ua_r0Qlg{m7GAaaYn7Z%GdogJzY8+{7D=XZV8Zs<6P;WU_Z+{2yCNf%;LMdBnH9!^2i z6qJ9}I^(hGdDnOoe2Bw4OkE-QI=HC`1W~vnfkKoIp{hR9Z>BRw- zqtf--1(d*hb=&UW+P>w+1i>;fw24oG!fY7uzk$IK--PpWSOC{$wu#}%!+GdP@G062 zzn_w=M^~o;a7RX>FD#%9F1?_0KPqqg|AFE^Ewi(WdS49J5lW&hQaoG8f*}$oF*4q6 z;G~sX7F-dz^#GPrebBsA;I6d(>wFEu<5M7J-{SCppVzwz#-G#~UTRves7A7iq;#MA z@sI)_M>Nv5eu#9?Y6ZtOzcN4t8k73%u537~1QRrT$3ZDa31lT!25~jBg_c!dx`;MT zCc^XO8ib1mYule4KQ8X?a^iCN0SyDzCLRos0&)6>g(qaG%;MRr4bLr@jsB;9mHyw~ ztDj+NpfaU@{RDQrcG!JwJ!h5bt6$C96=ljcRYS)pUj6y6$ngjX^xlk ze5R7<6`?se+VBJBVRPK$^kP`kc<_xm48iL$^G2)I(P>F3!r`?fF6wEkZpjt(QG>Gg zv9+C#ZWQaWp7qXbJXek70Y(PPjXAYhat9OVKNrg$btfS=^wTWok7Q+2d+3j)AMcFA z*YFG*w7y`<9i8q(u|E=M1s?Nek0uXDUA1!G{Gijj&1Um;FQ2N=1B$!;tv6U(L#>EJ zj^ zBa5%bIb%`xziO6ZL{DQJ6MW2maO#+dN~D!Fr0@(fQCk8}PzO4I8$stn(~INS=)WEA{({soC?1uG` ztZp{+Ax(?-;@W^0maRk-inl{TTCd6eHzk1xN`uoDgJ62bt}ltsw@d_!!mpn!*?pmO zFJ~j25V^Z35M)Lic0zeGTo7dAcoD1-YryHXqC?k?RBjy=S(|MK9QP3ZDfX#!%9dkc zrhT8*#zGcrX^6E9=^<(exI1dM)a`hVLQbAdxj{>ciw%|CFfMzXCRNB9z3Unxef!+$IjCUXT;Aek-HKiG=ldas>j|nspw z?8^7sP27}x>T{27u^q+(9D&$!r#}QBQ|MOvvHMNILYjp}rsx;GpWOHHk!!|P%ba&M z2i{|S8tS9O|IN;lNGJJfGHnEyaF&nXtyo`6=$=g#_$Ox@%3CbUkAbB1m0A^A{}|Lw zNQw5~s#7sMlX%rcv;q?GCVTIua=s8Q7T(L{LO?A^=F-$|seK!{QksKCUln#mv61+u zqB4-h2Bd+T)QAqhIT@QG3O|=0{jO-^wWyqhS$~12=g%bN%^vZhjf*cM@=TaK5pUya zZ=E;yH@ngFewU)haI1Vl-n?B4Oah?ve&m3XpQZG z*<~N0d}XOi_taM^sGdZju=c~mpVy2I=o6<>6g5sGBG1NO_zc07CFCjppib_a+m2Mt z14S+Bu#^0_{!g<|I$@)w;P~#J&B5q>LdO^WdSKU*P|pdh<&v3Yu};eePc?;d4@8~fa=)Gr% zi92N@s$y z6t*Aao3Ylb9`h;$pW zjXfg3&(U{_n)NMc>cF~z7121M5Q#-0MTu1%oQ~?=Jpw9o2s`5i|CI8W!+xE?Zh`iH4LTWo>% zkq0|aHyCp!0NJAO#s%L)80kU$#l%Y=m*eDrALxudp61HJ+IscxJ0))tEj0)?Q*0B# zw=Xjb9fRpy;O{tjB@_0)3nfFES?VsfzJ2H3I|wXKCG^{;Nt!XXzVEC-Q^%$59#$u8 z8vef#N-t&ce~d-Z9BvQf0s%=Ga(lzk-^-bz#V^a?I#5VS;?}VgB)@FPh}d4Z6-v^d z(a#>N%ynF?E*zwj#Tf~P&)^-C^JlMef_c1HGW!jlgap~LD(ElNYey8;$^23^a%JPU zI7$9TV%DDXJADFT&(8>i_T;P57mX!J*##fR^0JudCO0amQ->iK~7zF4HQM&h9tcESc;B9=<$%@57^DA z`@AtN9sU)!XyOklANRAW3P0_?e_7oA95_3loMj_X?&Y4CZ|=-kZ4TAmtgw4p>7IUp z-`~foV(QR{^DjD|968*^n}OabuYbKAImlc>E&_Y7D$&+5^FbAOr-vE&)<_p9_#Jv> zTfvus68ET78^b65=TQ)C(H618!T|1`OK!%LB`+6?mG$9=GtT1zK7>Gvi@RV8sseg4 z)uC6ad=c*nqbz#ch{Uf{fbaTFL@@5j;i~gT^b>RX#T3tt8#>xfkO=?#P)0%cn0Zfl9z!afVDuzTmhru(g9)4-uNE&9QpVR>dRz3&%EANk z$!nkp3TS9zpXbPrQMW2{y=n{Eg}Pbqss#LGsMy2WG#TidR{IZ|urBGlm5BU#si0-9mQaD5 zDzKGvPfcx6pu1^gyp=JR4v2t{TDVF-Mk`tJ7hFn4@Co~tv2@Q098%@my>kG`%_kiv z((Kq|87n+>~&z9e@dBe7re@<7U zN_7`#CFe3H>@OfwqrLna^zeWY!3t0W-tjEf`fp-q_7u~Ga|B@^ImPEPyJ)-?YVO3L)aIw~0 z$lt<$!GrK=o_o%VzwTk~rwb^Knt;O)=z`N47_-APWP;ZeXg-_Q>=Z4FBBlN2oKyz* z@5~fy(Ft}mabzfI+;A;f(j`2@U|}*yR!|bQ`lg(!K?-(A=iXit7?d=3HcH3Lc~f&@ zLt?BAg}yirJh2q=@o*a#3S?{E52D1#Yey7I&nM|k(9J5e%kEdT<7@wm9JaB+Yu4d? zi=B%3T$B9miz_A6ah>v#S1wuZnI#`j?fxiaFd$e|EVMSP;QipAq{X%Qm(iqntIZPvT5;%q@)+|> zm^{+NEa^UpdRD0KP$`|EV9Nmlph0A~7X!NmhEd^Gl9wb=$Flk>!o7Hw#RB5sB!?a5WcJKU^TBKyAC$49~R#dFJeS z5~!;{_21`I)(go9A@*3z*W$MRIesvGdqmGXh9kM{g1R>xL>FbMa-K?Mtw`xFGR-w; zmJ13YpPQ?nd1Hjv9+zxeTkOgEG4=!QttpvuW}?Z^tZG%-Z`>u(z;S}2r-4LIQIeA*$fNYx1 z?Ti$0rtwlvk9N0}O#k)t-}%|f%jxJgD2b3Ew!_L&HqCGW$AEbcrwI3ay7?K- zX?u{-*3Kmec73EnX0i> z5ni|_*E!Yc?t+M~M5;88#%K>#*I<<4>00x0X6C-$b%R-uIps-e6l*##E5w(Qw8Pk(T;jEpvX z8-&V?ulp!Ux@g*#qa#VftA>~>A(Zy_b-f4d$yKP|p*avS*{eD^KWGQI?$vaF2HQ0) znsl$_u@?3OYH4$^wex?)}k$}#P_l5KKC|9=;NsgEx;qDs8fu~Eo}`;(z6Rp(7V zeM4l`@KBm>m*;MNr;);px7>NZk8f;s3n<@0ZljtWu2fmc#^V67(V{xvHgm3m8fZBJ zK5D@OgR3X~R$KzFy2_R$kd=dv1sD$hYRdcyUe2t^3SUue^fWVjWZKt*PzWWc(0px_N>rT z!)}^!l%A7!QVXR;vDi@a%X`G)*%8Ak^zwB!i0Nxi9a3*)?d5}KgnEWL zY{+R320sbinq}<(;ofEW;IqJrw`;V!&DpQTh@V3fLMD#GSrKF_zCO-pl;wD2s=!8IyC`D%Kj9?UI%D3R4Q~0kPa%tYlWx*$ zCcQx`tj~loVUn^J+I;=)aRmWX-E17Tln~GMwJ3l}U>&lVRQD67JE}k<2e*mq8Nax~ zeX(eLc}MoG{=QXN6fqLmM!Qq@u?m6l7pX|8;P&5Y$gn$i%UeU8mo9iZjSBbUUCxV3Bc;zVX}RdmQL!^laVFK$ zBA#%wbH?eYt)33R;RV(|ouTye&$eAqc(d2RP{rAkZZ9z$epnlGRHr4y8KU!tlK#gn zolxJ=rQxqIWWAlmrw~1-OyUvpt@^vJSY~bb)p&75)BlMWF$24|KF)FdIa^PNpe`E- z&3*go-^oS>KWr9^DLgR``y~0iETi>(TAts#<(%`!gOAx!8M7>k$QS`t`9{u&v0;M- z0Gb{&`p^5vV!7I5gTg>RzV3}ng#zb6>ueVPtlLelruezIAg+09sEj)gNkes<ss^O|)FT{RM z_R!ZdwB7V)z2--C7ft2(t=``rhM3x}R!zJ#fD0JoDm5|Z%srK+zdSzEUmh-V^)tZ} z`nS#X;Qt}GZ8x0b6gI+gK~A;%M9nTkSwxtq2e#hNkTrOZu{v>64=~x|_|-gR4$7^0 z8jMcTOMUi0K{!~sbN=Q|v~|kJ$IzPx4$p`;c?IdFK^+;y2$)62D>!ctF8zrWmGjhz za+8tMpK}lzkvduN8QPT@Ad&4GJHLw3ukXj>@W7Kkje|oi+&1W!+=1()Fm2%u6ZGUQ z&BV)`RPw~}I zk4$hkDhyvUGqaN!oC2EzUkD~ji46CBcw**f?W26rb*baqyf;%Yj5MVJ-8s&jbVPn=IVXA<65@+|bQNsQD2r_0niY2_FY$9mm+IdCXDEG|vFKYVIw z-n2>cEVZog65P|m8?yyfOT_Q5GtNm$SE*+4X0yh_OZF$E&RFHl7d!xn3VIN|M*d`! zwhJobF=##g7N^c)wHH6>nNHuefhg%L$XS_09-z#!)Vl@-I-;X$;`>u4#d3)`OK~AE zUV0_W4GC&BUE54u3$i9j^gfch{BiEaA3Me$5b9O;U!HeYKRwrY$nE`*uk+6zB)!{* z3AZ#^lLQjKsncmJ0#D0J-~&h8m2_(focW#Iaa7f`P}6w_ssnB+$O)!6j_OB3_(Jx8 ztL#m*l80_d%I?2~$)pQ8Xvm8cfh!oc_GUp*u=g#4Hw=ce4f-36 z1V^m$tNPV<8v|}zPn@&B8r$GykHatX@Mrs>8;$}N?KIDTfOBO#u4&nx^!*y@U4;X} z*TlA354HV_M%t#d_fZ9*GIrDAJM#f_7Tq@zd1FA(t7UWCiaQ6^9Chw6y>El{z2t{S z37uvdGro>tyAdoo&;v*8gJrl*YV(Tn{*bQy{}|HGaQHQylKT42_*4CecvZgJiWwqy zwxR2^w~C1}nw{50;DJjQYWagl+kdT#$1Z=^htV1h)sf(QooRQ=-Q~I~Q zRgiGL+IhPE1h{`TdifX+Dd@P2^Lnh4<_^qs<=JYL8*NqoTkuK43>WM>KKweH{)sA= zx(UP9-?!7bXE;9+`?#qhsn`rz>-b^!j?G_M0@uZDafP-Z9G^Bq*W7Dt zxJ{tOQt5Rhd4nGQK5ET<=;5wbZAY2$ZED_)q=_FtFc$>^EP|b@CGs^EFyJ;`C%Ct5 zwJq+gBp64)%j5q<+<*dQY^bYek#HB?UE?Yu4Mtza=^xO(F2nSJsMIW6)J)*9de~Q) z|0ji{RE2RKHTrM7uxvcRGe*^b{G0Y5t0hrWxTYj-v$vNMw8^Im*H99ZqRJoiA^d`i6CJ0qTy_Ul05wI5W5y0Rh{|$T__u_jXI$ULo9SDxYt5 z{?%V=*Azn)O_Wn|1a8WLPrJ_Qzye+d99sf?U*hiaslP0`cagr$LAE2DiB)7WoUO;! z=ohO$6J(3?mjkt|G?WR!f%wX4l%9KWtnktaLGjt3P*eYkPd{#jBvp+8$XYu&FJ!p? z#5w0YU4JpME547|Tnc~z&gkP{OfAq6Q3+^T1ev6QicAgnN8MiX=uGgvGeZ*!Y@34E zL?dQyK}b4|4FIP+8vhea&`8aKn~a#vo|S78i1mg_UZ$r-)M60NNM;y&WK=aeR5ey0 zM-;WMyww^F`*vI<`)|(l-AIMgu2Myi;`U0Gx4Q@wuY>4vdQ5C z8EJUv(+Or(l}W8E%$Pp3eKojg1ffAo#waa64ED^f1&mPhAL}i~0QhEs%MV-nxa~ru z>;VIBrM#C?I!}lX?ulF+K-Da$0BE_0ZzsLhTddh`Z_h}8ciH5^4@`TI;FAm0aJOi9 zd#Ng)gp7FR?K?_2z&zNC^1)V96#RZOf0^TnT|oPhpr~rqebsp=<{l}tcDB_0!{NMl zmJ4DyGUEu?x}w6pnz|sX1O)QOiJ)TVy}IGWa#tM7M|$NWN@f4aiO)^?Ldinu*{ezp z+B3Z`H%IURS-wHe8(M*{^R{3Lr<8m(+x^RlI*&F2tzi=`yx~Kp6X6G`eDr!8v(0_FZjQK2j&7m6>94O2={2<{nKK+fVk!%~WqHwI3fq)XNEP z?=xOZy!KHcFS-bBB|pS$PYH+|G-yoA@k^;|A6yUDSST=HgEx-*gBMDo z(UAL-wb5-g94a5nW3qs>1<2EA(ZLxhRNL(sEZp3;4)POGE3<5lna9I>wpm*a3x`j6 z4Vo6#YZxOCOWoKC$31|O&0f~Yl%hb?F@Pi6)~uT)^0nOG_SNTelb8jPrxN;?S|^Hd zxkXYa0+u6})YkxU{w=YRJzGPY0HlK0o#Ev=nZaemF1d4BWs~*NL(4I}6Y!6oBGajj?eUrWS>Y4ES zDf*_NihkAfN2>Z#3)rDqmfM%OLsZY4k9XfD&JUh0wRnDYZS9HN7k#69wASZ=0rnxu!OUdpHR;?1m+ZZkSOh@955Uzpj@K&v~qXZ!J2{B|bQ zZ6UVT#U>S`j1Aiq8s5RnsAwnaH@gdLlI?tycIwJMfw}e9)%GpZ%!vN=4gGUDq2#vp zT?6WdqFV{Zr}=S1_4>A(Op^Ge?m?-{_OKC@W=Kj*wef;Bu+2M_w`w^yQbrv4)0K8S znLyer(mnHD=-bQElXG308=&_c;ab}3HUi&gIqVcs=K*>pXOdFK-f2oG`1%MhTx2{p z@ib&Ku!L>7VLs~&0$W?0zuYxQJ>cwF{y__3&XKWNV3V8YBqPi>C*=3GTZr>t1UTMv zjr=|?nE%3e)z`OE46L&1`Sk!>ecAX$HN1bQu`_v%E9=4(TlHe@yDYGx!?vR)p~>%F zHv?9Ngpp;$H*|0LsrxA$9Q#bIF*?9&O;c1w%j5E@ zc1sbZCjn=r3p$ItYe%Sv68K_XccVuH;W9@~7_^CseBY-#yv$e<>_!`gt9;cVoDY7I zWH|rbb&1)|xtJexBVnHPnD)6^%LO-(S^4{7d#0D3YJuR9vKld2zv$Jd} zk9tGzFIt#d3WBXC+Jz{~ziG>)%Q=y$C<+Y@mYS>pULQ(u&#fVNw6v${rMUdhVk@KX zP#UV1xVz~2XpfO3O)Zg-7wmDxVA`lXIiWiEHqSi^2EUbVQoh4As=-1`tqB6!cm=>qSODbkZqYQ|}H ztmg*uN=V)_p~P_6asyQu0Q(v`N?W}dFmSc5kEEF4v5_TE=MJ$AUFO3WguLkqbz$Wi z>I!RIoU1dCbd7KCSbK^2YE6hkXJ*-f(+jQkm~z|oKW~NRma%@Pcl-6y1ot1}6NlZ7 zqmn*T&ZWCTYULN`fiJhvA=Qo7zk+*MeCM}zr@Z8B+aP>56XaonunRMaHg-XddfRRIC^t_TiJ2iIEcgQfK6^X| zMVV~FB_J~}au<)oNdSMH#9zZ?;+yoUM39p7SzVrDE-ru z8nR6sJrw2)32i+-xbPDOgR$Me?K9G^P572mih7=<#uqSfOp<}2_(2*w(|-s6yeVih z@2x-^#!MPHA4*ZuHA^hEcJfE*y_Hd9h7-Di8fxNlOfRA$(}p5E#d zVNp04oqv)W?K)5+J#s2Ew#AKmU^kZ&-{zizS`2xLukwaP&wF9v{xc6YD~&!MXWvnb zvosO5EPAcaBs(HYY&5XUno^DTDCnImYxzA~Fk~ch3`*d(e$gLN3~RkLy#X9JUzo3_ zC*|?iWZ6jYM>t|H5SA;*2W)RpmzQ!z$xLpt=~iq8-oXiTkMNse=QE8EPWx{Qcx6io zBk@OJSDEyOf2C#l)ul=PJ8=a5-s$5OEA%9bOfRQN47>Nnw2)6(rt-qFRNcAn4>Z@g zPP(Ri95{2rNU~6j|N1IubQ-X@qWvij6-49F82S=49s7{PDi<r^fzho z(Qt!LltPs3{@EaHiGSxEP-uoMY+u?q^ ze05%Ta#j&7p0i|v7UxOsLKU3Hj6j-f039(q;BI=2U7|%aI4zz0fIn6mJ-qI{Bh=A}hK3@iw%8ntvYtB74&!srG2I-Ec9_qM_advCdyet39Qrum1!s# zCyGjkwVv4c4y2`=CoE3JW}WVxmbt_)ht8l*poilF3-qslx%|}gTU&h_J3wRzqW3)A1u1rm3d))D?~A}+qC)KCwrP?e zI07xAwD5>AKCXW|CDxaDasR=sDJlTF4yi@&-v>NQijBL*XL{L2Z$-($+ruH>Ltsyq*QQbRlc)HX-*TUD>PD%WPVqyc?LKN0mn|CZf`kxpMO;l6j>Y z+qh{;eqJ;SMV+aCn>}0X=1H%53qvRNp!mb7_w?Z*v8%Lo0F6yYhj3GW8|+`V*xb)jX^5 zY{6Ev?Y}A~Llb<^+5*P^M*Z1*r_(A!a_yzL!_ik5^Eb~f>ZCPaA^ozSe|v{H>ZRam z;ma2g!sMmCeQ@Zlg9qpURY3gCIoP7h4F6Poiz2XXHZzd8^N2}sRrhqVJ2KT1;4kJi z?ibUt10Q@BcZYaoH!wp6e>Q(CD0EQ=a3QvtG?og=gd7Nhe_`Uy4hz9J@>lAeazSB$ zw94AiJ=%NzYr>`sI5_FuULe0X%YVmn%q(&rXVu>2hJ^Zv)}N31iHtg9gPhtSiPC|0U69ZOTDsWGB7AzejT?pP5zQcLHi)k4G3qs za8bD9#W`)Frr7QC=G{>4t+x_UUv%{$U>`SL>CI@UgXobGw@n)O;Kj=+Owo-NnmPDmivun?*wiK$nTFOTo%Q~Sz}Ib|e&f2$!lMlho3|uwW}DpjPE_`m6}MXNRD7dT2=O5hf%nX}Cl#Nm zR-@X14?}^7JCrB%r;|Ge$fF`{*i@1BEYy$ksP9%5ik&-4!lEXFHM|zU2LK%hF7~^y z<@hY2@l)3Z`Vw}Gtsre1yf7JyaH z{9Uq8&>Rwi`J+wkbBvD4{PyF4l^RaE{2y3FjeJyi`IdOUdt|*n4CmvUSTeG7a3MZ4AVOd`T18Or9wsoQ7qSEo^|sh zyLv)Yn-;_#VjriMC7Yq7xG=KCaK4#zLmnjR7be5pk7hYT?NT>Vu(k8)v=j=?5>9I5 zIA|5aaGM%C@t^n6RU??{c%W0*b0ST;jqNn04Y=>`mHd6g#JF}r&GK?2(Vj7uza9Ju z@#m__)53`eLZ){g8p9imS0ljK`Ir_zMTZ9-Y``l5|G-KJoz%#OD~gq@!4GFH zzTMZlEza^!9=QFeI7J^}ZKJ{cN>e%L3#;e$4|2PhBwAKgYL~wNQC|?Ha+DKrBwL^+ zS+vB)9kRL(`+)!=rZQc&o}l~xgmW zbZtqsIdi_3-kv_iw-_I$ha3!0yTvEzI{WX3o4+(a2JiH-Orkrof2&}N521fyyy5lu zc9PS<-A^hv3P?6H_6Uzn>XPf>41qwn_ObSUE{e!ojhtZmO=Z=bh0-qOC=(8EvM`}l zXh#5&6ktJpDVm`ihS+7G2Kv4BT9Sumo8<@u|5d@aD^|+^+`07l+?JvZZ0uYa>qu?O zv#Diz(bh z$os>PgC_<22wxg_wb`A=$}mM)0kJiGVFNRqa6d$;->GGiu&HTY!AxF5_&vb9s$4>&Ej8@*MdKJQg$`C!%K!!mvi7+Ofi1* z_SWOm{(aX%PoGPFF;&+9P2>UCcd1(aa-OuRCF$bY&q*2PsK zz=91IP_i%j0_`swmOB>Osc=YL@9V~%sG4nvd+9t$Zo}CffEh$^T|OH z%4gqM?~lv==AL|rlroSXX+7GA2n=sqA{?R)8+kI9F%`a_;Xi(at7%^!)d$DN1xnDmgpr3ZZ&etpoir)0FZ-MJH38N5oTf@uqPU@Bgh`5Y#>|b(W1M=`<0Ry8s-vq} zHA%&}c7KLQQmeyJPwbIr!fNk*v7f&&2ny4iiT@LJ{A}_qNJ1z`f*Uh6l7sBBySyl4;Qotu`jN2j%5q_FjeWD9eu@kp9mgQqVi{W)H$w( zR43Ff-taLVMLIplPo0|T<1kY1qkbvxwby}r;hfJ5?hN7C-W{bupoq6sGDjv>ss<}mA4orA8U zURhyNz%R~1;WuvmwV`wJSD1_+z=h4eD@e%$?Sm(-@bM--(8eulFeN+YSIx2yoZqkB zi~`<6uyYEVPsCAF%3|J8_?nGh3L2MV)5?PCRT{KrbXROA+htj=hZS%2%mN4Q7hxL0 zFGtNvo7a^dySkewjD$Gu2J0l6HlO|s$bL{hToyNo51cZ?8fB8#AS69Vc2M51)pVTEEZcltL!Be8g&R+3BLi4Nj5Z4llF zzQE^iGg{C?LTtYGtZkbpT|JD49g0wGeIblG#i92&@c%pHSrHgZ{*O!Ce;|t1J56OT z>($f^S)jX}MnR8tJB?UgM;Y#CjKra}199dsq#kF3K99wog-LWc3(Ji+xzXarme!KL z+9*U6axY2(m{IfHIzG}p1pPNbM|+>ANT&a z&-aICWreIY%b26QW6b&b30ITTTy&GvDC&{f?>)Qh;X7(xwtutIenb6@@8Y+Y)j@*P z3mtWkee$B|E%c%RyHwi}#UN`mbGQ=qwV9T5y8bA$A)9KW)cY?HpABSM3ii;k()VTj zvgx5(>8PVGI~dD6?$yfd$`r#b8LF5|ZRRlbR$eQLPBvy=bb0+YJvmY2Mr~W4Wwkzi zRuRfm5PjgRmaP)dnH6vVuVa3dw#MjF6n~TRHG_#va)Z&@Ez{)wh=AR7A@wPA2S4q* zv^7aDA$6TIlrE=X>&2q+yS53+O%%D>{R|PID@f%U+Q?U|W^d zE|K5O@;3o3GMIfQmOiJ>u$^kQoW_>319b#PZ58Lz^}h*l*uY(nYE4n;R|;Dz($bYx z4c|EfF9ifq^u2tFwF+0WE4j1$TJEWRyavvYj+H$*y-2COty)BUsGl24a6p(l8xI&( zbdFGJo#oS5Dkck@i`m4nWeY@KQJ5qOzG1iCq^~q&9yQ=MyV|8bB9GqHgA2{N%!-V0 z$HX+Sf4mAPSY9!DsCdRk^qp!Zt_uH_C&9YsbZ>l?l0}1tKl(M`!XY3GCvW_;6MUC- zby$qQ^^Mev6+A;ufxDv+*mHZ>FYH_usc%|9rT>Ev3l0TLMXQQ0Nxd)Zbox!!&#_~T z7#Y5^CtW+YOli9@_T})rEVo78%C6$foHQ?O#~FANA(2SPL}hD{k%p+4LQbGVv1r$& z0sWXnD(}6iFkv#)4>5iM;nH{>tvvcynSvE}=bG6^7^^fZ?{08h!c#Z_mb7L2hUKmL zb(5xY*c4(lf&*}PooSR8ZMaXHn(iZvdkHT0;TZ<{S}g!S!VZzmSoYKJEU-h4a|uU zX+G0k+0GdG@K#*0Xmhha0iiLJ+hU-xGab>bC!wj-_}+nj|MCZ(LFgBH zpsdChwIBh$@zsv4XP~BZqJI37)(9y+;&WY>BgSPVpnm{xxrCkVY5RB|(Yy7zXl<3* zg46F{PN~wRzk4##Ly{pf${0VJ5`e7@bK+{q-)NvfnIxc&!kB(IkC(qxJgFO#aW|e9 z?9YD3zAf0 zA9+EOY&*WP;YHytAXZ~-D}P@9`+E?87LLiZKm{y?zx*Dl9jjGpm8_KHi;VJEz*FD( zs)#mdUv$Is68`$%NW5s|6}R?2`mJO5F^1pvU?RFr9><$;8+`O1EosX5ZRpRy%fZ49 z8FXoV`zv4D_os`VJrT^VJEW4Wl6Io|6Vvypv8m{K68cw)KwikU_ygW8LCs%y!hW_- z9Ij9(O|R@hye1BBNe83A0-e5@F~<6x5b@8J#LhzjzntBckmld{`NZMx6}vFWU?{{( zB-FgXgM%*~xu|RVF6sACI1!A(Q@(8;7|s2iY48P6r)o#NYQ~vUs&|L*Y=xMY?&w$> z=Omemy!_T)rQZgQ?zL#CZPB%e#;3pC{?S~IW@x5%c{hu0E+#WK@cYX0_;4~+@D>t% z39irF$ml zP=BF8gd2iK`8phb@A$W7fmsA6n^|pC8y4<=XVyHC$e@s>B(7X{@EXFz!#;_h{XZLk zc>@#!(%2$D>o1Z7#QX}RJ4@5(Ks&$wAdAOz!zjj-20vNwIs8iIn%Gc}t4NzZU^*Z0 z<2}F3!5Mn66oR2+f4=8`x&kABnNl$|X8Eh=|E*bn%KMqi;4MVZg#YQ;e|DIz7_Y0d z_Qg&ACKrGH(_gOWZi6Lt0w(eMTK$J+;fX@eoCwjx`E~!UApY?;&%ivKh5P?LJO9)( zkAZVQT@-IpW{Ll$#sB%E#|a=eR}{|Um(DNK_2-cO{i+l{mF5fV8i3E`zx~Zwph(1H zIsO;+$w~$c@<5+%0mZMv`A^+HLUaYprLXA2pHz7NP20xbfQo|OzKUS$)&RiRR0TIc4GV`0acupk#5`XR{kFssT7@pc^yV|?wqVX z_fNGko?7$HVNJV<&q9G+ve@154}S?MOU;ieRoR#OUv4OHZ?5D zuSDJk0_GW2l6Q=%ia(<+{;Jg+4unNpHk!AypUe~Kq1+H z3p`hf;^zY#O*-MlZ6O&dH!7XB*qjK=e$rnjJrKR_uAZfVQtJ~5*%rNisI|t5*bPim zDt(h?cDT2#B>OS>vb!iF<;b==#-1Y*Fk7F5+&rL9d1ax(;{N_5mmUwKuNCQ^p`lp_D?>q zH@ea^drnbtetPFPYn*J-mHIxru}*rTk?j7>A(Z+;U*XATOd(ET0pC3|fFm3pl-KX& zJBxep>K;+v?SGn(p8Ti|3ek8Q4&Lwa2E?~HiSsA>JOE1~E4WUrLjZc@U>ImEJyQP5 zX(C^pSm(B!H#|RmL{Z~2sT@;I`R21k`U$bnDt7ev1It1MHFG>m2$+&K-Na`rhGN4Kap$&wT85dyASvG3L?5 zLyjG%^1~D0z2pz_4AKxKmT@@TmM&Ymp?YNB_vyiuxi3D`u6l%wqf&W}2jT!*AQ&=s z^-b6U*cT=XBIF-|xM=nXa2X;bE_k*v8Z71B{3OF4qA#6q}w>N9p^Cx>R3fzYglE;|4FIiv;77mnJg^f}%G-@%SJx8#)EoZu{`cWh8rZS_=*_C;N`0)_JEZ)G$=r z&Q?rYu_+@<*LlTD+qDer+VL?SEGsm%9``-x-x=6wQN7;{|EN|e$H$YW7)h*AA3!}< zc1i2~NRD1xtMFlSrdFY_jMp&l!tp}QqIzTuma*!}`zu8vFu7fHl>#9TKD zy?-^IQ8_sbO3oB^UvTkp(U7C5a+R~m)`>>Y>a-T?T$dJhbibVYDLWPJO~*DG za;Pk(1T>9GS^FYvRnv_s%vEpNFYfAHAj#1#S0g>y1X$e8-CrYv?Qt(Z8^Z#L8Ignp zRyuBQ@(nus5i3C@>Pc?xuXjxLnP&4=@2$!V!1OhW%#6KHmw#BF>A2onkRlPl+4FTm z<&xv{L(2J%a(RpVksOjEfNHYR$gbD6N3YiaHR!bD(p=c1J%vs|L(ZKVuph3ROlQvF zCZ=F{5kB_fY9KdX|3a2>%KheT1NqY;^BnokJF8&`wzB09BRig?!k|{e+J9&HBWd%9 zb<2~nuI`@Ur&q(SyT;n*e8isW?~21@9O86A6vJDNTXd4$a@pcJdW>cPUHZWmF8EbH zP-K$R%d4S*G^1**RfIjzvrP5YQpFn9i&EPlT`lWEb(oW|^`xwI9r?#*F1tf!cUG-* z^&InKBm%u!4qd8jH<@k)Jp3`L(5tZoLm`M0&y=D zvP?stp@AxgiExWbW%~6b>@NZbJ@i(_pul^kiNW8yNTf0L1pzm9@_)V*z<$X)HPwU*9=m zK8w}(ozfTQj*$xYRNxjL6z_e_9c#{QxHy%}Xxin&JIx?$`YJ~6@|7sdEUT zt6Xpq)rSZDLV<@VDE>aSjKwjX^ZW5TcB}T2U`r(L^WMz+RdA`9q)?qz`8Ah!dxNkw zzXb~O;z4`TNtf9fqk)?NB6}i|w$;T;Rp1Q3gZ(YtwFvAwOjYM}R=IAqYj$~g>P~j~ zrbZ8WT%KIzzT2Tu^8LugB4c1(tn!=o-}tfH4IZy&&+&f%eWavV9{gISsTDUSzg8c1 z!?6Dly%0=4@B8rMH_Bo}m3Nu>F89MNp-s!)tjQMK$L28prdzwy`VvR9n1G;G0HWS0 z?;YUc;LSAy(Q1=7BFxqxfAK?s9};glPyU#@UMKwb4Oi_Mo!A2NoLX5oP1zIH>dS))rOhpyCg z+=5}zkM$Z~t$7B`wD!7(G_h3=6qpb8nH9827~&R+`4XZX1x^?$ed*la8m3h4Vkv*Q zzu79D9+IyVT~EwW70XsGdPPuGunFhumB_GWhaz`BIf1LU`}4m=^R>+2O%) zEjs0;p-Q=}MclFc)GXorFXEKiW|ths6)D}7i*)uCxtg>B9 z)Mc+SEIj?V@4IyYp7?Zy9;d2`?Qedr9Fr?ap}hX;HR|#4dO4TxuyM>f=E#I*ODufh zO=GSEYV|8?a!u~TJM4jJx3x)`UPz1M%s)KynVddybYPXow42*$p|E&oIU#V+RBR1y z`jv0kIiWVzdHDcWyG$nUZ-dBKFH;Of_tiV0VpTKLva~n`SHZapUx=9u|L`|{i8=nb z2Ok5$N5~2#L1f?$84x34%0$Fyr_wbg3Rv*YsZn2Y-9Af6pj_?h8GFxAYRclbcueBGpk_&0*J*}}R*jd%B$Boraw;b^63pb8ma51!LpdcXS7$Q} zTb8V`U`Fq>#Ltx3OFSFdvszWtzwB7EED@CX=-NSh-{NB3u9 zi<5q&I@BP&%2KEo5XyOfZJuzyN@9-jnkKl?*FrsQX_ zfaKg~$f{18w6KWscRv+GjUMmF6+$0(B+K)$SMKHUe|vEiJulNohm=?9u|2*y{qPu# zOR%E4+34ziFk@|p~LaKB@ zq}lB+-W%n)EQR)PuHal#qIl5yz8Re=E)2)osD{NiEBc_Hr>msVs6=6f+XGM822w5_lV{#)4arRh%+Tn~ zyCmGk1J_J!II`~rk#u~-ji!958a8gYe{!pQGl_lJ4HO&Pqe=lD%p$`fpyVvVRmPde z6q}X@@XsWYVVihwTI{S&xIVe`WA+=v+?Sa6^vS)MfR>Hx;=t1aC(^&d>Z|b1-8a=o zoB(0ciJvO@PGk)o-q(36${VN%q%SJ~d70>p6cY%jlrAy+E6jVKhYH!y4)$t5n%s=E zy>60_$C<{=W2?Lch}|Qoy-7(8U6wtLKSIATY>g(D)dY?Lv8B>0<<6Kx#l#UhNac3? zR7#Xxx^bl~vvuA3hm#?|Xli42^wPXZs3SHP`fv?B1JIIz}G*SSk?PtXd^l z23XPifoIW)@JOnM zbooC)GSObL2g>@&$}=&a1`Ek0?%JxuWg%W#MYp}6lkcpLMaqlpe1gE!%H)L)ZZ^US zyVL?adBBPO^vR~h*|lp1M12#%eBT2Jg%Qjz&+Q=m;5$dwpZld6MVQ@*7SUc}gyhKqA$oVPj+kN?b#0T0;a>!ldk4n;kjmHhR#Xd5xWW7a1#&;AI;-;t;0l`a^f%*{e| z!~4#6RkA6Ec+EO26!w@E>$8{MaGI}r&c9hQc3XMvw0Whiso*L(-zW$sPaA%9oXheY zg_1LenGbHBicaB-C4L2bm(0jQ=@6#L!Q3&~l>1SuEM<;ev$w{e0#^pW-Y^G9R?0Q3 z+p~pB@*WCI?3FhiUFbUf*vqD@9U=S7Bu za@32ndlO_r^)v*I+Rk-x^Hx zr-Jej6WGZH`U+12@wW7AbeuL=PACvB^im|d{&pKyNl?5)y;w|B9LPyj5aIeFUwc&rG7z(~!o-Lt>mR#?YFxqpsR z3Z&b-t@~?+PI&(@&Cm=kYo7Yfg1PMSaG;ROpLC?i^QA;P`XVX?EWQNPYg?_hD@igw$X2%Suh3)iV+mRx=^`=sHb#cYqoNb<1LlF%gJFNIES99>-)OeyZw z-x`#~^Sh#o2WPK`2MX_f;ZChii?pjbf{Wa7JD`$XJLTHPMlchga-{dB8Zx0p)`IVQ^~m>6_cuXu(m-ABBYE_E z_VXXW7nrr+6L4$g9YeuzTjlEp27Z{{vTj30>fj5hvSNILHu?N>nOxdVv~Ke^*197t z!tv3KAr__XRwNt4JLrFDA05tP`qnAiEmX@Y4S+aLmbH%Z4cP=y32tgrO7Q^D3-zV* zX-_3$Z4!&!0yvEQkW0g@{Z8dt&W1jM3%YnD43vzsLAMpv;&q zP&ygVqibKQI@{okjo@+3EuhV*epo`1?$}hg0f{7^EvDjXR^)vpg}P`|KGCts2H;5b z>b@=j=N9yYETS(K_qW`_&F?M}=2U!xhK?FHu@-Y5Js$n|0i{YP&zu5_&B5Ywl2k$LeBqW3o2bc$XDgGyndOXeUG>qtuT6XD;oKGy zM0oZ&NyDxct|Lz#NMR4t@ie%Xj-_AT4@ih}uG>3yiJS>q6Ql45F&H1P#?@pOx5uyX`9x`=~9`yYQzK6g58gK)E_CZFvcr zzgV0@T!@&sV9$}x+>iY7`Fgo|>te~6U2%G;wHu%7O_Ra>-3_i#9Xmwyy)2DF&Z{vr z$oql|DwKB5K6Re25PjD%@ByqpD z$!>=S<~R4`YZV8}7G}_GdrucK0BX0La*tO20(WD@;Sf$@aAZd`eVGud=G0jfcYly1 zJbiEdNCVASAHVZ9iTUB6ZBLYh+X|pwH|bu3BoMIbu8-lujbgaKDUC5ZU^NfAzUZTj zsJ34k;`Qv|cUAnuu@VI?WHZ=Z5jMfBMv;EME3WJZLj4Eai(ga#p=OnK0akz+k5D7! z+wK$PT^H?n`U?tNSQCNm53|CedY;S}9DU#P7}2Gug8US~hd+X;jBV`0VD!$0db-MI zn}t5?vCkDom)ssDDjFuIT2042FQbdlsdN-S)(lse0;j(jvX#*BX1tp1E44QI9=r=i zo@A_gT*_BpVLU5AH2SGEa@N{5kZ&fxRjxH!D1b2fgE+$PKL3PDq?d7C(>d~JHI%P{)`VALvyNkF{G0YDry;)_X;&{u_m~uQAz~zLSI0uj~T?d9Qt6FyAm2a zMrS=A7A~#E-ND|ZmMWYxFAopk8@d^me8jdo^^`8H%briKX-=hn@{G^s4vyA&dU8dZ z$JXb5o%bv~i3*vP7gcG0wsgNySRf+niKL;!Rp5-Lt1zFBHImTiuAI6`#AY~2p z(p|acKGwbqwz=wB;)9Xcg24{C7-6ifZFhwOaekMYX3{$Zd|;H%4&j|-YaH^u@*$~Fot zhKC@Wr6(B=l((D#EbF&$|4A}1PQ*PM+UbbGf-J{<<6a=Jk%rg^Du|cj_sk%sNL10) zt;7B`2-YJ*HrYdzlC0=)2n6Hklr@tr2PxjOmjZC*6{`BH?xM!{TvXo{M?U~+e273U z>dnJjK-EjT_iz75so-r!u;LL2cb4%`Z*YFC9P^Yc7dgeDF(yaL3 zvSlQYM!a5S4is5=${{0`Ck7$j=ToS3wCzY!PT6i_6j86|unkGAMpK~Xx-~5p4xnW$ zYd$gLiw*V_UIN)dMUJ6>age8?d-V~&;GRyk*#N&Q z7)a0Um0S)WNbkWV&5#54MUUI~WZ{Wh6#vS3kPt#&qz@F_;drz^!R;i5eVMjAOlu53 zdg)mEnJ^C53Otf&eh;a8L9aaiUj<{LyMzLlwOoR}F6wmT1kmGy^?|d%6BfkzzP;iu zYKV7fx`XK%k@==Ro>12QO^AxNs1*p zxxAl6v~Vf{EPs5pY|f8r*G)b( z)$*W#zmz8a+55j<0o)l#%)c)V{q@nm46SGysBueIS-8)OuSoyv1OLFxe*MBDj}Zji zy#q^Te@x~t5B%GNeSdM1G!QAJLcv~qq4vLh>fhduNfs?N=9U8`b_O zPE3;3+ie~mq*&R{3SM}?d;AE|DmhqC>}R>auNc9ly0kq@B#1b7KR_w-uoOzl zKYm6z-w<2Cd5mL`W}YIa z8~pc{?g5v0(5@I{TR=KR(B!S&z&n2HW)T0*Me~7t{(OF`aBYFgaeQrnz1EjKO;lmX z3@}dZ;!`bArUh9@Ag|IBEwnYzVU}A*u~UQsqcEA45^c2x0%N;m?Q**vwgf7}mUqS=-y+0k zk)u=DTu*H=@4dlJZF?-_XI%W3Wez?DKk~3*R?F5<_bm>T!w1Sh$H+qQh6-ih!AhN6 zuurLN^O{Q7xum?NO0O23*yMly#s{sZqh99GM^E3ZsaVA@gS`&Y_d*{&GK5s^Oj38m z-8rs4V?XR-RMcx2Nth$*Va7M~G@%q^p0MpnGHWclakn8{dNl;rAjMlI`r;N>@awal z$4EFyg|}lBML&Jb)z8oCiW0QvC1a4~Fp6<0DqSe*&&zw+t}rtSLSP-o8F~PI(5?+w zw}yDj`Su=jqj^b1wUX$9+gxnrED{&gKV30FqBHYk0}0K|FSk}3 zuL7RT=NAoioLA}^9S%YE(7NHGeb~c~-r|=ePYZABS@&q$(+hd8FAWca@HqeVMnj-h z?jtYaui#k8&r=PwZWRvmxeZz&p2tafiwCS^s=6|?sZj;5Bjr7mp(iqcM_Sc1v$po- z4yo-LW1|I#s!zTB3^;QpP6a>knBj7>N6Bp9G<^ooT<`|N4^sec>XF*8i${p01Ax1x zl+WCI26%C?;F=J9LlFGO19yJ~2!sAltA@$00et)}+ti_(pg1nK4gl za?8Yda0;%)O+OVyT{CUxF`DQx0BZOR7Te#=v$v6-#JZ&8?E{WUWju9 ztHPDfcrL4$w|ucIBTc8W%rt@XBBM1p-qU3=x+hDMFC7}{bDwOsC&%If_v17CfwYKh zEq;-(kOq91;F7(A37NQeB%$wm+FL}vVK{)M2mLSbFm;KqMgd`+ELSr8Plnw}1sH#t z!6)25wu^bhQ#>6D;A{4|9zCtrpQ|sq1`_iPHe<@23lCjph^Mbqa-Ny_b^tQeP($m--kYmMuz8*tErU%Q` z99&M*vieNV#;oyFLy?quEDVk9B#(RP34k6hi^`3+GoTE@BO;!F$yT#3N4J`gHPmd< ztTWuqMfS%c{JUpkr5fv;&HK*or{x!IJ2{OmDoapOd-Il6^MY-q3Q&LXrUa&#Fnr++ zT9#g2*QJnuqf>d!V1r4wssf)3^CyI>1h-9qP`~v7bt*`Rw3B@`FJI6)lg?R?rBm4l zf6Q1NzsLnt(8oPP;$+;G3&)jOcT%(xrOWJXE*hdF@y>|^LRM90_t#G6c2gFIVP=VW zAb|8rhPB4#8Kteyb~VjcZVj1#4YZbrF3UHlLEaeV833rQC=gUL{Jm3nmH&oLR3i1w zd&m*)4@8e}U}ob^U7o!yr=2v>wsAXx0o6msK zq~^{vQF-3j` zwqTBMB)Bk1E|T};6no>r%k*&|UQe`_8R79DxJ?%Kqe#{)HkS}XD2g-8UXjJ=<{Two zD90y)7N&q)4TBOfj@J0O?kwvZ+ES)9zp^zY?|ksfiEzHQ6O}K66=e`k>yFBn(jXE& zhmG#u&Z$1=>&kIS>UmUdx3Ef-NuT~;LAltV&uI1nDj&))3(X`saq~$ec229vl%)5Lw=657&RQcBPn)CKYaFleEe2iksKhv z+ZuKo2EkEX0jj_IqGsNpOC(xhW7l>3wd6U&msSD!hY@@hi+xX*Dz_qpHotxhyuY2= z^Sv}H8HXgpW{$;TK<+x?F-2&uG+BuDy|p>p^K6a*GeT+YB~Qkd6R*%la~ZwF*O3f3 z1`5o=^Yv;8w|ara$q54^mPE7XR12XDdw$8Wku@jN5lX{0Z+eB=mV%#y`S+cQe@dRO z6i^^n(1tueyx;M7_dLWjx}5DqPlkFcBz)XHS7UAV+tT5|mWcg|V8!5Ixji2+WyQn~ zpn>X^9aXqRKrQ*j1XTB(lz&Mj3~H~M{n)Ff2|Z!&A0yj9M=z-REc?iGT|s917Fh zV}bUye0`f2?FZT*Z`0(e;F{7m!$dt!KyUjlU6QHgEvv~k3r4%+GzoxOm0dJ@=Lk^ny>~4<^>4#HDd0LImy90Cc4ZV^^~>=NysjqFv3Sr z<#mCMxd*jmqw#iwAX{blC01;-?Z!vw?Xqva%+1>NgGksk85@-C)^x0=*0H#|y#wox z)SLz{oMN7bcD+ZtU3xllgmRutM6R_b6QK{1p@!z5Vdtskl-=WXaE^!9nV`X?n|-DM zdBMhl;Czss+T*mR0;Qd94sPYXU2A|t#F+G!!t`H0Y4Eeuhc%{crJ}F-#lt^p=Ee6U zl_gONITi?>p51?w3D=VruMLN4Z5&BoX?pCY?Y6&RUO-4eMqWt^BTC%5zx{P=YHRS@ zjKdS7XYDwRe$|xw7q?1NVs9b!G^(6S+j2kJlg#x;Pb)SU^Ut2ou92;z?TUJ+vLdFZ z*zsX3PtmBv6<@XRw}=z3*4nR~aq)98?z>&|uU(Vv=N^FK+Fp=p(o#DQ@dXKXhKI3% zx*li^7z~`6R92Hg@FH5s37;7*_m_lPwZG@Q?B&On$gKPZ1B~RwXc$-K$Z6UzYv6z! z>%coJe0u;fnmDP{PL$Q7YuW9!pX!IhXeH6X$#r9#9v#ZPyV-_xT|*x zfLyrOZP&E{3_#?^(}K;AYjBysym`3Z?ITQ86=1~K9$-L49M>Ddg7wrIZq^(#r5TC^ z+L)+ukcT}@_`E%heQoO*z{kVKF(XxEP|HPvN`3@O`G8bK2}o(lns=qqwm zalh|6Ftp{w@03Dc13xUP6!`4tSR>k>W@+XyL&O;Ggb-T5+!OWAL0-dS#gFJ76w+j? zpcK?~Or8&2x1HC3 z7nAg24R@qv*6ap;=;FJO09n*ltq=4|N6{o@tV$S4aS$_*7|){e*;l6nlbM7B#XqA4 z`DM-4P>hNqfkIxqEXvVhww1O#VG>k-%X{`@i0F7vDWA#oCEQ<+?l}m}(Rq%cPz|oL z_eha-0A+-ny8~-65Lb=#1;vZd5oN{L?AE-H*;U0gki1IW;P^KiufNM;qb+_@n+s_> z$iw1q@sTx(29QKKIRINt4OmjweX7^l{5J7Cst? zKK4Odim~Rd*m>yfcCXz);oU~abmLvh;uQIqMYIJhHQxVn1iPYQtQ6Q`przo0j)#dR z)trMYr>17`cEw2|hu(yvrC>GjlHp96K4`~w*3k*_k|aGoR5@oHED>htW-5faHlceQ zqm(ehhKfP!7-ZDYAdhu81}icP%e=D4*evBd%P4iP)`?R&6rB>|S{73WNoBnH+IKUl zJ8M5xlm+q#enMJY>@nssOtrIe6x56wMLR9>_wX(RfokC|sdG}03uyx&V0$fQr??>= zpd5?YUKtA@Ebo-4ykDq;TwKlB0{;I1GQ~&Nb$fX!R+~Qhm5$1=m431%P3bAhvzjSn zl_}I-Iz9{;11YiD*_Sz@RMvYqd8)L6N+=u@QoW;AqsXDud3qU?3Gb*x8?Cxzy2Nb- z=mw_0=!luDxpZqXyCb(|TY$Q2!*`}e($20U}>*w~<_CvAp`nl+bsxbc%wXjo-7`L*O$WfxwJr=}1HVc43&H|zMP z-T~SH$;#ovC6!K>u(I3h9v&A`9zt@{baoOoId_ELKIbHwc`)VolGIUmrzbb>OOhsx z#Szq-eA=6N$`}JSm6yB3jYSP*U|^xTiX*`~^3ZV~C}G#Cz#_APw0L+8w7)K4wsfsU z5R1n?y0i4^QsW6Y$su=VT+(|y2`lz?Luwa%nX@e$v?1S+8QcEy&?=>5KHW~9Otj<% z|GBP(^ceP8#hm?yOHR$GYC@r$vf1?1UMM#k@Z?gD;LjTQw@Br0jo#kM`z0D zvSTlXSQbBZ%=X)>B2L&AO~pITwmXTo;1OLBgAg(=u2YOhgGh;1j@&kvz_l9LDN-t% z=&LAxdC57OI{m1WlT4f(f?(8RQgm3ZJwA91DZ1*Ry|TvC|F&#`NmlWdKROUL&<-FX z^$@~y1*BaP$g1{D31rXe9P9i+H^c>5q~slc*W)2HTG{=zFDDH>6XtwyD*R&@ngym1 z1V1B|Lkrns#Jxr%zIpnq6r(c>bmM(>C})o;iT4J#v-YvCc-$T>gApXf``^L5g|W?g zFM?7zdocu*(~rqjw?Wecw~wo}S3X}|QRW8fuli*H;HA&NC@Lw&9g)o9n)WIIjwmN|p71vURK= za!{!1vW(7^2B&n*J3uB9ruVbAsxfCJY0j<*bhvKT20}=lDY^8S51WIYk7+)X;hkkM zi+u3?0Gxm0Yr*dkwyEEfRw6bg{wXT3aCbtqvjj~{fYhK3J?6?c>f}=lU{i*z{Mb?Y zy;}#s8GdQ5pzT{nNjs8gUIF4~3ND1U{tVg{)Vaz6=S)Cy6gN!{i&9~$63xfP~>LY`T%SjSEZP;SZm2=o-*r^sJS4B5-Wf zVgDw?*k$$e_0fBbB&N8Hh_+nWhK}tmUFncd*x&$xF|}Id|B(Ly^=07Ph+b{Uk3Y*o zqut9Slz2}=uEXKtVxpf3Z^4Krj;c9s&Ku*SvE?N+F`Fd`7#yg=2};|~Da0dX3Yo+s zqu=uHGD=C+Dy)bjIDy{oJ6rW&k?Zab!S%!GqlqekF_N`(JSLqd($(x}QPsXhjEFSN z;%r4jI63XWS&`~ibC`%utL^K-PzJe(?b^l$%VPJ}TrkUV5N3^|$ziWz_cK{UFqY%x zo=WZ!-Y%az57b=xbXV1joiXr4lzQ<4=!@kX^6H^fNyy4IVue*P}Yq z@*UQ+x5({$BiMUy(vAn4T{`TO3U)BrobSz+sl|KZqUUUfljk)-lz&6lbqDz&y^AD{ zvvh}zplc$6P%(H$b}1y41(Dud-Ax|$dfp{x19$E;dcA+NxT%$FBW!U_xMOL|AO~_N zu-p)ky0GoGxkxmWY;`!c-SOfTqxJ23@l+vcuNbjRuw6crXdAy{Bzz&0+(vM$tHKkyz+Vt?j(n7mZ2M<>cyy$*e+4YVX@D;>DW{QwOtacZHo=- zEF!eyEw#&}P0Rz@e;2obdyO#QKXXpVzNh_Rc?@2-6MCsUl3_=Mc---TG0F6Rw1io> z#{k=L&&2gBT4MLxgqz;7=4Z@!RZ!dQ!^5QLi#oMNg1ket>q6SC5eeKvU)S@rdu2NZ zWL%IX0FHWt<@ml-$((7eI{db4CEInp1kss-XIKRruCSxYhI8)J>=)ZN|~oBKBVslZrmUQH2$ zEoxn}I{4N*zPSfL_lCh|nuas&Ntc_LOhXq*9PH-0u@xKLn!L;Rz#joGd)kKp@6gjEL_Au6~dXVRoZ@Ev&z|_(@Ce55Yk^V+2T__ zXdBbW6V=FRPF=e+vU#rbw3QX@@#0A8k4!PC=K@KE)?Y1vJvzgDOw^P)jG}Yt8QFP$ zGq;ZAS8Ocw_Z)LpOH-nsc#GP4s=k*_m!nbQ7HDDvtKR4WcE{12W;Kj&Lh=T=R)W8}BI#w`e$^8M&fiEBr#@<^q8APq3s2MXzUVe~@AS$Cg_>oAk|x^^XR+H32q zsTS32=Q-Bi^BFlKxAuongJoU!mAbi*SN+!&N3#3CCfRUS&A6!7H6j3UD^4OToF-S- zdg$hM?g8uMmC`n&W)e=azs=|mSPxD>h@)_KF`)bzkkADZZGyz08FC6nleqeTDJrQZ z7yxVGAX~y=5C~&QsG+K4>6V!Q=&4t;yy0DhX>ctlN#QYUe05m@xvOOdhcvQ-y-@R>@uVRq_`Jl;dDKy>;`L z(iuOU*o=!$KAqhZ40kJFT_`6+z)qe_ixF){&3sH0CIN%0CEC`^S70g!i& zp?4(pUG!3|=kZ8Z&7!YXW|+qbX56E46t&GfqibYT_ER51^kfX8_B0rV973MActsGO zYI~1X04a!cF>A2-F%ne9^^PvPox>U=m{~F%PnHk7B;+rhH#5}1vs`nOGz`Gkb#SiN z5zge-l5jjBxS@-Z@3{@OUCW;!-%2M3QE0(^5*9q+|?D2F3MJJ0Q~%kjFz5k5X(HA$MU5gi`B_b*~iHMssHwNW8tnKC|2CQl}1i-+Zqr zK-fA@B=bL=U1Wd;=YepJvb-n#sg+A=zzCY;H$UbJ`Fv%suADGctHy_!i*n%={wOR@ zmw2qY?nObnf_!p+q(ZrC@WK6+3|}uuVS9u!Hsg>fgFu1$foXbR+nJEMIHQB z+0tFQAgwf$(eBy@5%a1|kr4MYS?ZvowSNs1m|u8ET+UFrGZ|Sf@rFj}m4Du&I;J3s zd8P2k&Uc>PVBLmfNy*{PGMR8W|vN0;N$PN=Llo%m$kTE;IATi(KZ+#UM(;| zla(lVdSLLBWT$%`tZfnKC9TP*5zfV%_<|~s`K5YC&Y9`2#`gGzfdt`I2M5~g?*)w! zcd1sj7|NFkS{_iB0Dx~{{)T@2*R@o4cp-Rb>oNMi*Vhi(_U!7=*j2;?3 z-4@|Ani;yWn3T(DSE85kc+R+t_^~61l~J2Cs5th%w z50Y;NX@(C*{ZEk04gm3C^`b6}?702Gu0$jm_(=zvR3uCWuH{f@O|I~OMWi9}leKlI zeCh*fEuL$;t9-b)Up^woH)!BS9UMLlY#}cwbe1k5&a$3OOX-^+e?`t(A~kV7;GWr*2RTwkfZ~#f;zPfLa(+zV?*wz4H z?P2HtRJa6@qm%Sds3m|?o*`e-q-ULM4%Z)YTdG7G)*bxVkM&-XSS3RZTOuoti6%Sv zRsjM!UejRA7!Rti(@?>xmdx=7X*?ss}&s4sC6B9pQp@tLZ+5x)^w!C!w}4}T~W6x z0}OIf!+^Qd#nh2N5>R7rx98#2gv<7EuG-@b!sAszX|O6!+{ zB}GT7mp%N_wL3-v_KW)Mf|VZqQ$yGva~zK6Pen|kChlL@AqFwfw|A$!{i1 zhKfm4-bV^}VmUJ6Z9miuk{RVJD|SDeh+E@N)2E~0o7+B-U977&YPaPjjV%9%-OT=`AG&}!o2VTbWR z_}I!nm@3|uOff%T%o-LL;=c$F93ws0gzrRvW}E# z8txi>^~kFbYKHQcIC9fe(f8@HQFjoZY~_9a$UjbqyLFmZp8?RYF$J~4m(_C~Xlc9v z={=Dx?ZtdE>`*C^8bZi$TT1NyK#n>u(@dH-2P&-Zbg|isX%(FB#grNLYxeMnHW@lf z=G&rP1r_wScMJMV@KS>jpj&;x69pc;WI~$dH&<>VlY=;j8STRJZ_-r7`U)3Y$MIMa zjW}ZNV{21BIsH_ODJA>$Ihosqc@fJEv17QwP&W!RSyp}`5t@?cm6<3r4fTqQKTbSM zxPaohN}|CFg)OL@U7LOJKh`Xv04G>V2}TY}rLR zXrAck!#GYBM-~VoiW3P^bd+Glo-jhFm_q|PSsg)&v-bD>W0z&nA%7ukOoX*y0WV3X z)fu?n9mm_v?vl04*UMwp_dsM?p?l=z7^tCG8UTxtkXcoA@&`)pUnfgzJ|Fhg_LD=$|+Q(r_HnJB)k zB+A~c!}CFC968F99`&|?qS9-hNS3_;vt9Bdf$ls;SRL%qo%7JEQW&K02te6tfZROBN8NUkT-S5kfIrBNx zvB#;TN}%;9K{OS!LQo7;AAGUoMxVmb+iB-~K_7mkDQ(X}Wc<1t&YF5vf69IPD-9uD)4Pj zK{?6}J$uj>g7I7uz&&Hii8&2c)_-^E=ZEi?*#~Y~@+}3t@<1zY- zseOPZrml?@$**t5^G^&<#N{bd$bLP3yc*aQp6{=(DO85Zhay^)LnBHHjuej8e3Qu@ zWZL0nfMe%a%MymV?543fkeSJFylBOYX3D>kkU{bQpwON z-z}j_eE8tz@l54l5lr)2|8>6UbEzz^+e-Ca8jXgo>A`){@vXFvyX&n*$~1ZgT?!)P zfbeJJE21A)tzCn&%o2ThZd$UXh7aP_WmDueub~=bI(NesE5Elh7HWu@Eg?bIBd{M* z`&X0mzc^-}>Knrr%cZM=%gGNaxFJs%L#59iyQXL+=r9Uf$}Asfe*Uz0zilF@s$7Q4 zeXi!V3Ugxp*&q2Hr(#Ub(|)4ts<;}Is3VO+m@>1(oa>U zM_<$qDO7K~C3r(7^_l)6s#&JkOc&wbOS~T|z#HSpf*{=gjB^yeuTns8qqoqDzG z6LD=tA0w zxm58FWbex=A{Lfo`=$)B)%VqPO=1QkuE?Y}?BvyjkqXlh-BaFs0@Br$-k)~$^UI@` zgcxQ*Jd+$gs&C8mWfi=P^VOKGdOagiReK5#-Z`Sns{@s%)zxafU=qty#7>gpnUPhaNb4d(^a*Ma6d8n`w$hjj~P*3{AO&< zSYv^vb6nhtqOBD7~}Ei$}( zxNN;~;q$XC4BgJp-DKTkY4-aPk1jnI1`Y3?_#4N)iiJdZZTblKPXVXhyffdUe0YJt3xyun&E-LSC~1iU;Ae=z7)7Ml&`YRU-aZs`+g zFskRrvj#?}JgzAIL{RzZ%1;>w-klD)NA1$tW6JbO0=_;f!c*96lzCPiELhWPn^92n z5ii8Myu+exB?Gg_@I*+6PblVD#I9TtEY5cr24^2Y2kB!CP-CnGYcu1|f+w=P5Fem6 z1}UA0H!4|*cmAD?!b|H(r7F1K0>6-yHD2u;!`=++?JziRjSh>Rr^&5zHOK@Z7nOe9 z+nlcUt<}AT&%eDecD+B-vU(NMyAzq`XzWL%_ekWMprffZlNy7y2$STktOQU#pUzGf ziaeFSfW33WlJ1`65Ac8&>Fjw8QO?t`+07hLvkz%5Ar`=C3d?C}^hk?`)OYMX}AV zI!$sDA#;Gda(?xR8wjv;xmW10tfqZOo(ekhNcbB*3?C3{7a==NXH-;*iZmoW>ouMch8M-$GGjh^8a8ijl7-J(pRlDmLL8D(#VZ z_pDsyG^TMuOE^nulvKKm=jnk-5ptxfc#r9lJ(e*;Vue%WvDI*4?=jeV9VvY0T78fD z^TsSE1N{d}XMvI0!MCXI*|E%&dPm!}I}iHTEedMQVQdU=Dh~V17_QeTSuQW-MW$IN z1vx!d|E&9sCBmgnW>vTz!&42QZ9HN`x6<;y=4#Q7X;VRT%sdjia} z!_+qQ=SLzL8E)ElZKYg0n7*(*ds8vC56&NM%sx^zTacUz{~k^s7Efctt8ct!{u-dygLXWk&pN-|Cr1LzaG~sU@h6UG7{S_)&~o zIdjR^&xqkPj{Zo+8*9+~!G9%j&k41!N0WnMQ2vTfwY;9A18)+|6ctrXL2O1On59J3 zn2z+Nqa9aA=Z9y4+e_&jQ(v7Sr)nqUV!3)*4lTnp>t5A#y4%N>Sruapu*hBDGmPf8 zP&*QqPkK6m9INdN9?IAK2Fumxz0MBo{vd0n{`yen>+&qElI%JK8-38A8Sj-%-C?aW z+kRx%dRMg*;QodnafDQdWqza7a;&3%=+Yg;=MMuBtVUTT5mIsA6S_+*oQ!Kgrbw-@ z)8=3tFuRS^8dmA9{F(_4p^WC96zpco%5*&5d>jpM^Re$hJU(h&(_}rETS0UE%w!Hr zZVXr!M+}xzf|w6F4fJb8xvStftUmi$gW(6d**t6Kr1wFWy3O*mB=Hi|u>rKpegZZS zZwQcxi3#TWahd8(s8o{0P(C-ON!JrVyzO=!+?{W_x%{oOK7G}4xV!ci zY^y0+pW+x6jkac`OR05iI2$m|PE&RvOG_SP^aLZa7XJo!Vx$i0#wKa$wmlfzi<9482O#V+c~(&o3MCqy5JN*xyx zOiGa>r13_s_UmgQ`^!U9_7$_Ff~Q?$)&SO|Ep8;)`#Dz=QQN4eaDmBir)ef64#;69 zNv_)wGhEID&WHK;kCV6rB2DER*ovypQnV9Kj&?cACP!K4y#^-sL5^HL%vPyEs#hz7 zcH$#J9R9S?R}flCGYve%fq+E_XFqdRhU2=&ehla>#*!$g@iINL0Ze*A+S#3xGV#EZ z5tCxeWktO*Pd^c1z9+ALJg`&#cHOZLoNT6(?#rvwNWo)Z|Bro3=h;dq=HK1_Md);R zM*0#lq|vGmOGvar3@PRc#Dwt)s}_CKtw9HSprVf+x^$h3=z)EnRM@?F z+I7#`)zY(a>5*FN^6#!9H#$0xr_N4Ic9fwvnuc&D<(dFMsi&p4!GoqA{~t^H@7pfQ zMBtWzQOR`x`WnMnZfh%%Rl#DCE508};GW&Ygv=kQ;)Dy0I~JdwvL!mf1#ufwq;R|W zj;G87={3bYiXtaQ5fzg1F(?CwBV$~6JlUHR7WoEnw^Z!DLl%yFgc@893zE8bWVUwK zPNbx6L|_ie(dUwjx`c2YNg`A7GRtLq`+a9sO@u$ouWB;Mex|?8-AO0pTxf=?bZC7R zu>KO|M^bto8k>(4XS=WT%l3}?9zBISS~NM_?yg}^bArH8oLWV#spVqN-BT6>gjo}l zCXyKJgRdm=tG7Oc(lekw+RIa-y7*G_@R0OGT3Q{dW;v)d!-UvZMY1x0yk{5qL?l+! zDf1M}`i8H%uaKpFZwbloH_E@RW~h}<@ulZkMnk~vZ7T8| zvDsI%y|hv=R~O^aZ{i$q7Xgpud+j@+128jWMVVTj_CXvSr*W=GuFvL-BSfX-@(vZI zr|y0Yol8?k^s|Yb>U}t8L;DS`?KsW(g9W`O2#}Jdr$g!VHO|+lC3u1|KHU}>@@y|! z*Jng$3ntV+mfhBEp09 z0F&$hVl^ZMFt2{7%djDGzvDKm4lP--zp>) zoPMOWdA6{jURQ&Gr)`ew>}MMf_%jYz`39@GE3^`=i09hIGF9@9s6sk@Z^Xbz0KM#VEs>T)<(K5EZC6WlTY zSfEv}sgcyTG-?4U*J&Ih`EYOa=~bWLB6Rsy=nyK0{mhSVvxulwIa=BsUwIt;=p)rg zt_)F&CO+Sh<#i4-UyfK~0R9w;Et_(AY;sv`3JjV;7T5R-78dYi=m99$T=vIpbs;qT($Th*Q9& zWy+sdYM^H*)1Rnx_$X6X0gAtFs~*oOhoK4hdk`Bvmp$;ukUD=Y(0hy`&W^VgwN=>C z{J4UU8g-NFbC21Vq0Ugz&RlDgxRB~x<+6#rq>Yi07F{)lgDU#C>F0FLh&|A87(RAb z8*e6Kt7Z;mF4qwV5Y!!STYnUN&?bL1vKiVFk)LE=nw-aB?$3)7g|(!G-It6pIoy#3 ze2_7YfDS(0pF=Pt#xyNBs6lZHBmoAYZ$&pyH z5@5U7Zdopf1JKVwky?S)97%>n^6C4>hq}8<+d&m`^Klgl6wmA?!`k{1TlFWsh* zEv)I=C->UP&aZ&p>b4XWGwt#M*Kn}E6Sp5Ks#&ey1G9;VzdDqoH>G!y(-saQY~!r~ zO>0K>AhOHR6(kR8d@=Z=3PzuRQOwGEISGt9Cv)>>TY)0(%JilkNx#-bkM^oK(*3&) zssFppKq^DjluZ7P>uCq`Hu|dcd-r1Gqmsxxt%Ir=Y%QK)mrLMiRJpl{YB&6OK>q!Oz_?M# zK@Qz2IQgfB$9D352t-&s>V6^ zPt?4}$<^UYPN}30CeC8Ab68rVQRnl{HEtpXo~Qg=ve9)mq!$LNG5%k`K36q=Mta$k z==!CoE9~F713~H_Rd?JaPn2fjQGAL zE^r_VZFk_{?~B% z<6{WT2VTf^yRB_rJMmAsTE68R3+g;w%4CpbwOr7<`!na{`#5zuU+5Bp2JLzy$=g`a zl2t7Q0uuFe)S8FO=>bItR8hndX3$jvELkx?4;X#4Ue!%)x1&7oyFGS5**ebA<{rhQ z%QXKZU1puAU%M7*g67OCWOLi!T3#baEz?rAHI zK0IAj(u|+)_G%*}13@djAosg>3ijke#G^b@rZ)jEnjHM$aM53Tt8In3j447 z8UkGkaySv}^#QcJ1xVkX8lhDk%|%6Z{@lTh#cD~?n!)Iz+$e28V1;17 zs<}N`wLYra9#xY=i zXE}tkj-v>IzQz%R_5*M1D?$=lWYJx-Y5<2YLeQoY&a1!xv+tK|-ktF=_=)X18`GQ=y{rXCi1eU6_3fX*O>AkheLbN zI%*6E-Je5c1)#@s>HsP1tChe=QGxgPkp6s3L+n6g*P%*c0rZ(#<-;P4wZ_5+C-kt^+TYK+skAtPQRMI8FBuRnz!Tz1L&T@Un6#4#%r_T zRKwG>C~7;_+x9=uOGj^RD*Rcu=fX>{_~8IaP^lC)0& z=e`{k$Ys+b26QT9J^i_w+fsqz@n{xFRg$b9Cgz7L+uiawbm#NPi9*ksk!qJBaCS() zkCbCkNqe_6UJ(cc3MQ6U_|ys4fORND%a_%t(TrMIR1FYsouKbDMZ3)%>csFu+8L#o zv~XW4k+Q;-PP~nh?msX2XFZto*q^j$pAgqRvtOUQ4L0KhAU)WRPMq9oK#OJpMEW2c zsCrgOEcAc8xq{Cr<=L&~@Bgp{4F z`ux@aE=w^nB}0i2h4QkOeukuLPp%P{A_q7gw1@dR18?q~FD3{^^N|#P7ho+tK4ALn z)Oz>rubCy~H4L zI2~^~dUSeCpB`CO)ZpVLnDfi~0NnI+)ZEb($frB`7ZNS-$flsDzdB~^r$zpk2H2VN z81*XRrt89LStpQ#thyswRUW0j97Cz=A})OPZPyzpv9RIl4q#vFA0d3sSQXwLnwHEG zwaU~N3_`c(jDd5=F;ZrT#%ugF+97UGLJV&BE$At}AT#StNvGuBYM0811Ev3gj}j1U zWL{&i@YJ${W~m@JUww7vv~N|~E}@7{SF3f0P*pDosDx@&IWCOQr;GU!#u$hP`bRL@ zw=Y%M&S8z4-hD^A6rs^G;uMr9Es#!ub^$5GC-t=;f4j$i-?ze7zQL<(+%@N5{Q}8w zo71>w)wLCsdi~edE+~?fv3+uA%1h}~w#GSTm1oK3S5U5 zwU72zKgtYw0DntE+ug<}xND5dL3&gN*i?93pf zRU<{6$o13}&HcTVC04YeDYS6RTV3y3!flh4clU#z0GUBHU8q`#xoY@Wey^kSP?m2Z zs7PnnQ>HUDR&$HGI5LtZ2i*^sE>}f!urQXlmas+X7_e;-grq>8JFN9J2kjFiPP%T( zr+V|EF4;dM(4{+6vl+PrZ+iwoR{%_egX-d3i>@&fFYPh-e)*S~AnY{bIi_knK3YAm zOA&@;pR{ey+dC$q5$Mm~17ziG4;?5yyzca*gOztmjy~eW_kS6K`#)>`KX-Fmd3@nd z;ib*D&4|NSLEoZL8$&^lvq*hUa^vAlhsjgU*5`BcP-?OtHvbcp9 z6S*l*kIvYEoRgCtZw%qYEK0X(Z*(~bL-cSg;+6T&env-b$O=P|k|$RT+~&JKdY!po zxU*fJ^7D@pF(7J`q+7LwJAa2vNt~CBav4dX-IJkEi08X&P9ZP|wA3--iUK3XEh>ar z`gRKyZu_(nVg?O(Usz0gLHSq0Qq=SOzpT?Kk$uxh==y8VanSVjmwjp3yEy6}$Dc0W!L)UC5*S{&Va??A86YU%^xWyXLT z1r5{B^Bl7n$VLF4x>XUW@lMymR+r@nruph#;-)#U{qLO`Geos(cTCn`u7SBH`+F{V z(+e+0&DWh=o8BdyuLMxf76(zJqEX44NM%B-)1=Ecwz2;9l&q`a6(fmzo`!#>Xms%} zM1zC;X}UZB&%2C8a@F!;fj3QB#-kint{4Au)*3RO6Q6(D@@ziZ@E&_aAT)|a(*W-V z-?+8oq_k1nH^p}tauJsAQty3!a!Ts)k%xQ?M{_2ZGo--Yp*`};8LwZR%Cl=t0>SR1 z>C~2Lb@Hh-a!rSVnhT;{aZH>A`9(KDM!BTN`gP_rfRe!F?IIf__2XSm}Du|PN-_Mv%N4rAT5M=imIIyL5~&RH_g>#i;% zO|HAHJ!@b6YFuN0v8M4lGjlZjf!P6GR?9HV6odBYKUB@8Ht;LjVzyz8@i5lB=xE~e zuw8wmF$ez8F$-to2eyw`yqv@xpsC-BR>}!z=r*thYi;bRyK?Gg%G?lKye*c|k&pds z={v&T9qdOReeL`xi49l%WU?!#&p}AIECyKye@J&i8Ff%zs!(*jUCmZS#Q>STD#l1! zWGva!jqErS34oP^i6P<|{e`oWb+5L3tEdG}=^*(9NgpOx$8jLfd7l^2k`AjB45N1} zlRjb1s}~!xFIY;1LM0R_b}}~e;f0=co+m3OX-7=q+PO2WvnSW5%J5+-S9drff4XYT zo>+%S$#>7;y%2=g?!1hxk(9$ZWZRA%j=_zKeeV|9Y<8WsGLFsQvjw zuU^Y&kStkMcCNc_;^^4c{xbayUGD`wd#ZWx4_q%ANUAgqOSrLXNc$)qrsbp;71*yr z(fdUpqm>dBhI{-Nz%JOGFmtGq0ylfA@3Z0+0$^IkK6~20=<1^U`MLO!v<*4fOl=?H zV5eVzLb)xM6q75%^Yg`vb3VSz$>$~;ovXLmY7{Jwj(k?h7>7lBpc*#j@0gx%pA9xb)B z;0#?7p;nsK;gBC`!D|SuD&`{HuMiNgSttbGA6E1vaRT0lcF(bIYXPU81J)=^vK0Wp zK$lHo+!92&w=dJ6l;nAs1 z`H)?NZ(;}bwlH^qC5^|w#IBZTU$*PocFtRp>QD7;kqc0C2Z-!wWZ2fk%q6OlDm~nV zsc_b5gHKksKVf;6S2nrjmmKkN`HzBeduJXUL>)BXyFW3-XnhG@#*PoC%_pw?TPOd& zopg?N_>ZI`Ercq95)*RFHLcXaN7(*hyl3;gW&9Z9B!Dcq<8hL^fo#72x)1z;*RSty z=gVh;If*XfbC<5XA(Au@>b|(ed|BpF>&YjR41PnNv`-Cfk=MGS6G&F1#6+$`ma;^Gpy=qCCV3%M7gm;wF4Pmjx_^MGfkh1(Lwt)K-x8nIIw*1o=|(fWH1p5y+o^0z0V3hkPt*DDr*3m`Yk2GZ~R5 zu^_bynx)?dI7n}%`v8bEG6gwKh3|Zbwe%LW zJVbS!4&;l<1Lk(s9aX0iK&zYc1zXAF*A3Xn4iHOj7&WjtR~%pH zNYA@Qv0DX7lT;*6Wn@H{d`l(mO*6=z~B9%yWCcW$xj~w*^9;XS1 zD37&ffnX_*Ma^utU%-2hL8zc0g>o?*VUGM`#TxtYG)u%X{nv}a(D7}_heWE+1hfQq zdR}zm_13a;OBLiftHWO!@u5togo_oa3uUKHRw>= z6c*c6fPpbGtoB0{O9FGXO0Xcxi(-#|7!9-yUksX&Ih9i|;rl#R(LG)tMrxY$6%|oK@{3#2qU-?*f_eTEu7Gvj zHe(+KBeINQz2VL|jBXOujw6UDN)Lk)VBDZWO!u@;=tGnJWMV-Aii5Hq>2i9p%sNoX zY(F}Nl=>FHg4cJ4^g?cPeLhjy7y!JWegye!5NFpD0GjVOy~?Dh_W&aF!x@Xg+^2XD zq4RbMMNU^38uJsmN0o$N7?zcrXUb~o zxOL^yBeylO+?#ow(N7!g!OS`1>%?q;9)CMbF8~qn=Y=5gad-;&Y@KTlDu4~_F)PG8j}o4D_68K-pOp zIbn;B*6Wp&?|vlA`&By||4@-p_m^4grFyGP_~kP?tM0qx&RpKx1QP3Em8=&5SD%iR zSvyTc1LZ*sIOWDHIJ9njN=&U>w?FfrasxIGu9KtvvIWikf<5(-0a8n%H?~LNt=6bu zMztdV_H_Q4_5c#isJzK^_P}OeR(BtOkyjP2QznAOsA4|W0=Z$(de!t1mR z|87h-i}2fs0fh!A=s>cR+eG%M>_PI%=((=x55PBuS^Hj>MZ~cR#Prvco=tmS@Xaxz zQX^!AG&5d)I^4C59be|~b2Dffckf7T~K;gy?4+y#aO2qZN zI6emKK{ArX93(n%xK_lOLt8%J^|ZCqgT&f3X{s&65C{XVr_y104lV(tqd2At;GB@IiW=m83eneAV_#DydObAlgKN2GN-b&Sfb^ z5eSiK?VCrewpFi8b~cH@wtuNNb$}>!vk(zs{?U?^Pgndq|Ee{8{bl*qKqbsZej}4bB#c0WX!Il{=w;;~i1g7XxyCFTMNmtYhD(>F z;B^1Bk+}vz1Q4i13`o*V=$R9}bi&<(5X{dC*s!@ia|BZz!L?eB0PMx5Rmlb?*ITAZ zySalW85U5@cM*uCk|DTV+|`3g3?fii0)k<>%yc{nO(F`ADIsUm85W_1#4u&D4WO6h zyPrakOO^fWZxX2lcm=$OG6&WNp^C!fuWvHl&7s#sn5cx8_)_jxY|uTquPxku1{g9%VG_;qO)(iIJ^a9KVcQMg+%mS=Jv~M(+3VwzvN@irR!9 zA8n6&&s)&#RGc0z7gcu%T1B4h!I@05tULGNN^d)G@1mL;yS9C;Fx6X*n(%`pWV@;F z{-?<+kpz6@q$No$CiJbDg7WaOeLe0*@n z8O(pf6q9JRw5yPFu+!Yfs7}G(=fA1i_EkJS*~2jS=k5dL*wJ=%AN20__`Cc+oaDYQ zbP;=R46y^atR_+-==OKDk}3EN@VlIiqr&5&l$ne?dsN3Z35YP&$=RWZ@plvq`bV1t z@#7E9j=uY8da#(1oHgc=bA{twueoy}z)qQ$bsQz+2M5-DvIFCjb&_;F1bGfZtG! zR1fIs8d`s=uEk|kOHmv>hnT}`JDd@ET`EbY2r^q(a_#4@0;aK4+7~vO?B1NSyvk_! zjfknJs61vP5#QyX)srA9O%vV|RTtzrR2}s0^bp=60(46Uk3(0ctPjdEkd&bPmMQ@4 z#*S+rh^{B222BWLLFY>b2r-9)*Gs!;yr4m66O~|CKl1^Dgz=bRVaA`npGcN%c*z5}%XcTl6yEM^2TQ7K@G59e?Z z4o1U;uNp>93z>K4A%wqhT*HDv0F7S=h%LYy)#g&T22g{~K)0L00f z;Sut3@-c0&Seb_nI=Dg^(JU4eW+-j6?{%H&82sFu5~W*rbPc}`g>k&VN13jnIi|~3 zI30cW6~(IbfbkoN=J*1M!zxv7qfI_?vMED^ck^I2R;iI*DCQ)0rGRKF@w&W~G1 zYD?51fU!6PpTyJ2piyR}%iHdm6O?{+VD<+jYV^C*ne+L&z0nZZpu(7AUDlznvRU7> zb&C70_Nr$cmxvbh*6>k{oGv)Q>+0T>EjT^2mMAcK3yB)v z{HwMjyLcW2QQ_yU$sBA~LrtjI1i<@UDRqOedqTjNs(e8TPd!|?4ZGFaF7(H4=(P&a>{wtO5`^)0cDyl@+WoL098MRES)EYuwu73_fnE624 z*$%PERz6LjEx_bnOQrrk6SRGmy`k2qD^V~e=XuO0 zFO+E#H+OxuSSG_N^bY2u!o->3q2y96C11zvnxEZ#n5RPd)l|MN3qCJoaSD`eygv*^ z71?j5o+P*ecx83nF%42u7Zyv93S&}awZ0gDU;NT*dl=0_5 z$e|@l=^UYI0Fn;o2h{br!91;6Wk=!?aO6%pr?()LBGk25$6hnE2gG8kUJ_sLbKhO? zjre-uGkDT)?N$(9h9}ajYHDGCHWFWMF`kYQ@v2QIV4?gH%VEhN+Q_^>{`!l6!_SxT z`R@T`QnnqD-pnjb?obim(IdM7w4RT5Hf8vl$0K~d_7@j?KhGt-n}xgX2O10P?jzIX98H-Cpwb$Az{k#)3v9!RHm;aP{t7*#Y>P(b7sg*X zv2WJjwkH=0PO-zYo{Egg=hlbW#2I}fXCYfplrHU#XG!W>rXM(ZRDSmJzE)_mZ?aA# z55$=;u4gX(zMEf(iYHQn`CL@{7N~Zh5C5H@Wi|J^dI#-*1Ol8UE73Y-yq( zwE2?i-JQv#qr4Bd3YQ|C_9p<9e$z96`JGjRFQkQe!hB!c1Khn&lEw3TP@hnE)}U!% z46w?MPBEUSRfv{s_@|x(nDOtkbaWoExqJPVX0wIrtLKG|j}v+PlVj^cs#N$%=Gszf zhmz};+^f$(?_KI~*BxM{!$@iD=}fHKANllIpb6=h5B`K;q)Jjd&oT5wHvot7vK_Ne=LRL}6fxT{ICA(!-|n5Q4|#&U$ex%A-WSTHu5 z@d>>abdb5mCaMA>lHmF?>og@_Cy`*-7k2_7xPYg&gAjBudjGBvf?M`%_aNcT0$w9- z%uGc<}Rr5x4Dw;1KENQ88v!2Ro117TcoyrAS7<ek1FHp}w zdXn&V#HO@Q0ui5mXN(Ad6nLoO;%HB4s;`5k=*>2~a}~Fn7DC`ZP~cg$6Bi=|t=G(5 z(Evi?l8Gj_XH8>~rKw2w-dMqmhMAA0EV$nwDL%gRfC(1klU=$07q@f3kQ|l9B$n3g zb-GP=RO5bNYloBPjR9Esk=r~*dJ$3l?0xZuoV1|h$`htQbaKuH#VVU!u*|_C!YP}z zTpscE^D3!Q>0`+AYqUbcLZI*U?C~RhqtcdZI%1&1-r#+Km-ScPvUI~OrdJsqhD%6% zX37ML5&Fog>^;lPvhd5q58UeT`f$QS@kOSwwCR$Zm~r-zcSPeC_s2Wh973;LTJ_!i z0Z}p2yQ%pIWvEhz&n7=vj2QqUfKqd1n3fJfXE(-HW;tezkHmhvD;Q}?T(=Lqr8s6Q zR+CRRamEywfrK(`XRoG@j`JKO$f$(F1A(E3zl4 zNGhfSC_rPz!Z}s|$kAMEG1Mgl@Qf?FYuL34e?f)rvyn& zf0r~pz&Zi47#M_M>UAVqY_9d4P%D627RASV9xm}b!6Mw=tKU+rd2@;I&6pL?B!Pk1 zt{XaU*rTxJhdAzNsYn(Iqfo3PsqW*+lN8U0yRwuBQZuF#a^yI>*hgRf+y%6jLcX6I z-_{*&^WpkofYh?Ctu0o>jpc#JtG!y4_v#2P`#h!3&n0}s@ncTFG%y~lRkRfJfPcui zBl;CyCJd-712B~c(Zx4&^+-GY>U)8twP!R>^hJXSK96s+uvd?N*#v{C{{uPs>&unv zV20i5b(1i|zfNcRO9a@I8JUfK0P>L_KMbZbGpBEfU`szc^y8KAM|t!SV6z?hZgi?_ zmihU`+fh|Kj)4QP(mN2B(HI~Ai}|c?#^WUP2XE61e1n9Frz7$kls*DGo5c;1 z_8Ern!UNT<*fdC&!QBrT(pA~k^=hzuxvUSg0=>q~@ri3k;y#9|*|7I+Q~v8@`?BRy z4b)EEov;EwIezo~jwE5X($0B`yxF+KsrTbaVZpL>(8@D1Fql|5RVwg}oL%=G*pqmS zDm%z8r?aS8)xEg&jx#05g~&Hs>9cPPk7aC)SEIVJ#0vznUD|FafcYRMyjJ6%GwDAc zui@~Edz0bUBMtwV#j`>{qyy%>#he_kd!4n{iVjEMQAtLouz7gD`PW`aI?Ie@ap&q> zQKrCKll=w0Irxx>*o~1>=U=jxUJ||+T;J#SiJJrXBcviyhKljR0I>KPu$2jR+G{2~ z1H%MTSLE?%i*WTBu%^o{J|X8LXFexNsn!31jL`rXArh66-m}4gz_n@-;D^XZAU(kY zAZm|dFd7Y>ePB1!BWFqReh-jOq4M|0MzA8Kh{oS+s3fhO!*?y7TSrG};R=|l6&g1R@_GY6kwsl+e6uRWKzpKrIXoqohN>e7n=Y1bumz;byC@}*aj zIm8&>Jyn7BL}F>?(<(&s@dx%_sTqI(NC33~NCG>V>d7SLyzm>b-|z)6<7V`N0>|6G zW}J$$_~6~I)L?v}V;Go|h&66|S6YpIFAUO99325f+u?JGc9Gq6(q&;}<&LWh5I681 z;2JOC6G5wlYxvGU(%bO}NMqW2i^{vN0`(3gu(utJcrCLEd>owjC4+;8CqQP9rRX3K zR9Z!Nm?)az5f)a8a)1WoYTTTPfDjjo*AD@H^UY;4hO~1SDft+Avdfx$S9vOh&EgS-h2JD30YIE$~6i^I6nJ!g{R74`PS|o=oKtjk(7w4LwsxJ zG3&X>$l+R#Iy(k{;{7!fg#y2K3GVAQ*jwbqb_1m)e{EvXTP{z~i7R`yPIi z)_S6{qz<3XPR037y4!(bcr01$f|u~MMb9z7M11r$2VRKgP#3EQ%*^e0)G*R$fb;3? z@ujsI(>mzS8GNdsZu&7Eqr5{gjt}LQxSHFyo|o8pn9#S0K8m?xy)Xy-O$;JAM!&X} zhYHGKXm{O6vrYiqZM?JCD{<2EpKIao3f{;5%8kn?HtEB^#uFub6EQG%-VYHn*oVhF zjBlJAyDIj!=M<1}7jG4JcZJ*Gf(|>Ot)z2~NM3KpB&~!QVBoWk? zQ*UK#88r;IX4}wUCp_ITBE&DbIHog=YUkJ6fY^+|=bQkh^00x%RwX&nw~B0~(6skn zRnVCF8pY$Vktu-!bE0Y3jpVKpY!yTsZ2$Tq2g1jIR2oi}MqEUK&Z`1UQUB;`vD;gS z;b(L%HN&A9SF<_z8Tq8;yG@0wzI~)xxFqz`>G}RI{Lv5KzlGuYyAW1JQ>I}U?JkIZ zE)C!D7_%&k(H{g^em@Tirkc*&lP~Gn7o21yH54N zyp0Y=*R`CTMgm{#O^k2Ey9<9!mcm*g&T5!(33^HxAUy zdzT|Vi?Q2+`(}=fWVO)KVHTBU4?_I`;*NH<_9LJQZH`Suo+^y|h_PRw8MeHk45IK? z$~cmA90pYP(o5h9ps{I`%lzS<+^AMm4`!W&&Zy;%s07dR0EhmAPUwPz$Jm zzV-;Clm08BA|0IdcvBS`$a#&yWC0%i1(5l3#pOyO&a!IP1RSyLG$+T~-8{?h;u5b+ zeMfA3{bsnD>YK5%rA;X(6UAmJj~D|?Mv?8D3^W_Yn7ZY1*!2-@w~+sbt{>5D6?(sX z5l9K6&2upgfM3hGY%f*n6)O^z_LTXulQF0O?GhCim_c{S*ciE%0jMBcw_`dDV4Dwi z=9WHG-g00gCrepI$5MDZ;W6%&7vOOT4c>Bj*}&%Nn3D#?WMeBH`SkZa?7NruUv}f- z$B&564t2srWH2QZ$KVpJdWHPN3{k79rXoTB7Wu%Ex0;a?l}JvMsFEC+sQQ-L_FZQ! zdO;n;WvnobsyUwv_54P*n6Cc-B4;*+k20ze;m#E`K;UrJrV3**CW&Stl66(s%!h_F zA(*BF=O6DS&X<@UUaQ*alU)U?P1(DU;~Bse2;>{%<}1)03JvJGhmmZ$=8u=G-|7=e z$zNroTX{TusqtT{5x`SgfTYh+-xENDlcd`?y-v`xgx&*ieV2KP1!oy{b{gtR=vf z+M>&;uyKFL2L&z`7R@5wDVN{*>%?M+n;c2p-BSp#;WVU)%bl-JG8w4l|_rx*qYNqx8xII(rgBUbL zKbGJ#MTeFiNO-Kd4~L%X^o0Zbuhq(z%ma(mZ6(?=2Onckr!ur`i#J;)ED zbR9{gLj16;T*pRo+s(^qV|!3Sa;1t0@4lzBz~jp!8^l31=YSszkDmhEc|CQRA#9m_ z#6xcABxN=GVj{ukh)xLvA$k8F1+VLxZeoKDnCj4&*Vy@+?93`mLt@6%h~pZio}t#T z`<)Mg77Y$UQ+_cwX*_Sh5IL)~i6LbAtWnHg?iiLJi^#lx;YHzn3E(hZNBO4y;6_~U zKgr(CPNsz%F`VNoi^aB^i2$zMnsc2|iJLc$!#pb@m*AUyE)fB-HPcL%Veovq9T~0M z{9(`3WsLe0a?6bRug!u*rs;?KRKZ~Rh>DRKJGeqT%XNe4`?W9nGN8y+wh6^bGL9(%>KgjOOIQR(m1Nk=!Bk&@_h#qOXyTX(+F7FE|SSIoh>lBO$zUi8x|cf zI)98jA~>dNsIcz11qM!XLYz+#^DeIn!0UbRdam}VHgLmskbyTDv*2IzT;GXQiY>2k z&3=~ppNwGoP(=c)ehNJUqK$7UEqu$2J;fTY$t&grrHkSXnEj*q*)UP`6uV1PXm6ad zaT4$|)kmhTfJ@l#;Q?~3kT)W3WvUmz`{$y=C<(yG9KVS$P<$a;u79EU-EKrcFk(0M zxR5mP|D9rKY{@E?=76l@W;%(wvI;uP(jyN0MI}zt9{MU-0Cso0(KV#ov+T0a#uf{{6M0Fhv@wf6=R{%)=ovg( zPsyYMe{avOxC<7LRc7Dg|Iu9+z9nXO@}a}l?U#7{_uu(-Tv!U7Xsts!f2VBtw@1>9 z0z~z%rrH11GX3UO{J%#P|H_3GyhC_kk??P*$A6(CrK-U5W%fAz#ee@JtrnoD+tP|( z{qH{wu-IIFBO}O2^H*5hf8%Nrg@ehMsG%Q7l7F7D-z|}U?k^aa#RfkAsPxi}|Ncj| zv;ZGbeapn{-)_Obe=pS0r{)%m)+f{+{Qu8yy3zXLJje67yF78v|K&dX`-cNVeE(c( zMsKh*+OB_r67*9SBU$tiWx8OgxsP4q`9JNwcUV*Dw>CVZj8X-q3IY}s>0LS~i~`bo z2LS=8p@$xorYN8y9fC;j(tAJ<7`hUA3q?Rm2rUT^2=8X9XGZ7b_s99J@4PSkl`A1T z&t7}AXWeVv&tDw;FRFo{pp0zZKZvb9uYCDo)7qt`Ef7{L>cUSah}rm>w)lL6h5+N4 zlz+I0SaW3&CnXXz1gs>%-)jUw_P)J@e~MD^=$NM9cmv>sGD5!t{0utgkG4D%McQtll>3JTqzM)HssIoWTEzxs zyAN7>b(bVWM4c6O*qu%oUhA?+(rV-QDf!d)-TdED6-7NDy|`|v9LFOHDKZ8vR<3ux z&*d>L=`YxIFJxX|{SV^Dg+~EGw)%n&>I?hjLQFclrKc0pBc+;EQe?UcOdH?tufwI_ zJD>MRP>y5_2^eg=q|2EEbXf9@ z?=guw-N+x>xAR&ZndvjGbc^W#2FE1L`p3gwT~*%MdVI3Ok-eJbd-b({WG8jmH+`?z zc~Pe~9^%LMr9h9Q6OBY1_HhC639~=RAAI>q@hT&+$l>tqg)+^#h{s-!3oUm`vz)qY z-YaQ_#XPbfSxoQg9CVP2MmX@az+Hci$F$s7L0_{7`h1C|X_Y z#(m$6mp~OX@#WmL1amrkY+-%M<2RAAdy4Rk_fIe7;{lc3s#&CVq|R2sDy*P#Bu1kPE(q zY+vVV+c_V7H%9CuK!j)N&Q~sa$oGJJ_p?wV`Mpn#LO zSw{$}bL`mf>zgZdFVL*|AB0jYOukQzkC>9MAL}bU9a9p>RZp%yHf$$ko5T&8;&^oL zy7jZXKt)<6G4wbJGUCbQJoB91xk?5>sH>=S<8KN$hjIg^PUgogz+i>1WLoHRl@LqP6x|ge<}-bjCob z0V*qW*@;)|SIPIaY&&7wpR&ypOQN%Ex;AMhM&hiljRAaSkrmEU9|m$OxSEtRe`Hrn znE6SrN6_5wy+(!o1)ENvNPEtN?5Mk&4Id9xB?~u{JXHtf&s4U|0QaA=9{AmMmB0Ik zkpm)3Z^tF4iR$+sa7Tp)L~!UFPx0>VD9wJ^bXBVtePn@;!7oJvdtj5RpMfsf;uk*e zUv5M6bUWCh?>;x-m)ClOl?+ksWLAdf~BSF(_YK?73rc=ayRM(Dv58xhnFC zeQ@{ile;}Udsa_V%uvBr&pT&t+jk~z50-mcMZBF-dA~SdlE8AVsb>VZ&xa9sv`?GOz@{@B>H`4K`4U&G5%M$CS18<&CdXv(_ zP!`k_$xQD?{1ho>#a=1oYBJ}_8Lh&SWy7*ax!0pTr6qJ;zcu0f>Ie%{R7r$Y{f|og zxHEK;=Zs!_*sEI%cQ*RSL*l9lpLKtxhnSxz^It3EWr2D2hCw)erB9{Ia%+VMDNUO2 zGk$=zWp4TU`hj3lS#wYAZBm3hoHz_5N^ znJy%82_7bL;iQslO?@?Tq5(WoG4Z~pXlu!teC;(Ued`H<3p(~B)c}6PE@Vs5lQCH7 zuViGNE87*z&FyJ7u(c>r2N&durJ(em^qi@+b_p9rMWDxj&4Jh{t)cwL3IOXNnRGvxY=T-EG`3XT|NaQ76^PoHgToIRC!4g$Z%wXAQ!j0! zivo5RrhGwGiq|}At${9wF9Q|#*?UPVDi1a+toL}yGukUEDq4E!C36Z3IlLrHsz0X6 zn&+t$H9Z$7kLEJo2>_0(=NI!9kQOmApIg;~M~{}AIu+WcXP`b2_2?ZM)JPwhdV%yM ztr@5w^*l?mtZ1?{SSDG+=F^K|ZK0w3PGcXrFy z!DYe3R?KrxC0^3j3#Q@jZdD7plpxK~Tdkw5E%CtvRwoHDpHb7cvJzw(d`;D2n6g;c zQZUpXu*9vYU=fgsF-}VCzo;{#<=@)r#eOMU%eZ}m+Kw3DWI<=rx4aD@3#V&vL*M`jH%DF57x>(%8hmLK2OqC8XC!LtPjbqnr>$-jk&x%)g#mt5O z-g7*>IZsL~ceRg~x2|%r>HRiGk-c$jZ<}!cmBPERF~&8Pc1HKX=PuX!qU~Yc0p~J| z8r;5&#f?{H3-QkL(XIN!tN~?tpKDQvjFL@cK}mXxT~M|$<*Z~D^B49op}b66Co@)q z0m&vtRunhN`d1)}Z$HCg&>>FaV7dl6^`YTDmEzWW`ngm9|Ba-aWBS02!deNSC1;z{ z3r&+6!1>JUZUst;p!*;@x(^r7xyRuaIn~nrm6s1#kbTRQ^L8&8*2TR)kGz{zFEma% z8SSS)UMZ7pOmkm`oxKAVRpHu%u{Ac89BXHU@$Ta1*A9H4xkJ($-o6M-ieL1@ zp{bAY-RDGj&Vv?r*UD2VdmtC3WxPK>SgSOK4F}k&N(_1TK@K-2xA&qEPLv4qap;=u zU@s4aLQZdCU`up602r;*nXc!GYWADGCksxPZWn{Jk$U#PnB)FLav)6;I3;ZFFa9EMuot4oWoTFDd& z7IQrjBz-am4H`)Uv{h>#wjF`3+0cvUo}S+5`PAoPS9I!a=S#2J<>cqiw0Wx~OEL4! zS8OfUuM2))u6C>UDs7qc(${NUEm!EH>>XGR*KbUm+jZ%C=D)PB)xFM}JfRZi76 zbDtB+yOimBi_42v_D8w|$#PEs0!?l%m z&^pnY!;g&+EP77V`vmo67l%%^IUB2WJ5^j_`4CQki1su~ixe44JXoPr;DxZC-U{=e zKx~rL&h@~yGF^S$%z%1$;1Ij=nb6PXxjgw^cLxdd9wZa!i#lv}AjsRz``hsZ$Q;OK z!p}a*uNeJraJTXcf zf0mO;p@J|^u5stbTRDQW4v7SXlt+%hX06m!hwLjY|CigfrlAVvyaLN2A!seX+__10 zyzsxN+p)y|CXin>?^sp7VXnuja;z$Z`|)dR#1+5+4wnKQ|HXlS{ZTd3i9v9Bf3t+2 zpI`G3k1<@^$;l}V21{Gtlx}Q1Di#A{(i+Cb)UiBfuk9dxo?ao;*=k{Vd3o>bTT5LB zrGc8~s;q}t19-Q;HO*#k+jUTAOtlWnOsrpILbA2kL&4LdnobK&`G#u$Biu9vlLGs= zf#Aq%b8Wp~Y%m%GQgi^OucB(4=oaQUiwIN7TGdxa#FYa6KS+-zO{PQQd-TgjCCMK;*LzR%oyqhHcxM)bcvl z%xyQNb`uqaI4n78ySC*rh?Nmik)*0N1)}*m%Xal-a-akX&zDt;4SF{IR6Dz+rnkrg z!Aihl08y_oKU((7=ECZ!!=|K#nFi{`%UaSYi%C-hYIu%HNkH`}G`q3Nt2?E^3u(j% zm4F84$dw|-#?G-Mi-Nnci=>!sOy;cu7#Y2sgSNJ}3%*{%GzB@wq-b+r!gX2Yi%PQ@ z1qIqp*0wvR%hN&yaq{HJnFsApKaLN_#e$N>g}9BXFRCQnK*r+yaJ<1nixMrsfvB6q zYRNLxMXCv}SVY+a9ymL9nsZImq8xl(xmj{zS~@b zLf7jMjc0wM{buQK;KJ({WzvW2j{1fl)|hRy_0 zTRkzKJ;x_q3lTKI5((Tvab&l60w3Jk8C8dpRfve#NpJLFO#PZeBa)hJ%@4#OYYQpW zCKGk6{>hMnM?# z3K>WPTRUf0l@GTtein1=sgr_T+7?!*fOi}ew_2x1p7kAE^mjl=2uT$XbM&VShHL|B~i$xF9>{w7B4VfgmBsJjw+N zW=u^%`Ny)0i}?^gPp}sH*PHe7ghI|-kV*8KnW>y_sV&{xb2X7$1I`$0DWYZZ-_GXi zZ#liteWn<;Kl_eKr+)pxIhwssLh6wQ?Q!FHMqZOIl&(It<_G)p7MF4i6p|~J=!@%V zW(5Q1CL_HrsJHpDH5`Dm&a>-d zKgf!CDhX6Cp7qvYY&aN$VQet3wi>>T-PsH7Cn#A<2BYQ_xJF&?6I0Tpgh#s_9d5SHOwHjeN|g? zPxwhdgz_SK8#CqaqtZ@2*c&gAPW6vK_RnC~B+afNmFeE+={_q_KDSru-4(}8Dgw`@ zbPzlBYSzuib-cz8_0FLt$lY`iKFKh_LCYKdlciYBz&V#VUQ;!jUdBYFe5c)4c4~Lq0L&QSZ{OV>ptNI$dL%zHFj}@G9mg91IhFsCF@^AF zF;C5aeXil!mQ`6f;0X^0BLS@;b3pj7^W3EGo zS~9J@6K<}hbK8_bG0MTgAuNT@3&?l0S3Q8^-GIqkodlCd=dB*F>sPMhHe3TJX)bfsPZ`JxNr^$6#r)R%#R4!UGnwO4 zsX1QGbym*bGl8$oxccEovs+eUV^{Q@50({efP)&MduF<8dR>;c6ZpZstNv*V3vC{Ua)N$Z$*#Fs zSsqW8{J~&6tT`pCt?mAeJdR7DWfFbhFvG%3T)*Ml$mYGf$f_G6nYVJ9Gk3yckZN*j znU#@q?EQd0!!IlIh2AEkr{VFPUygaZ*zSAO0pI|6edW91&Iud_LO*Bq^LnNi|a*f<#3i$c^3@$)kPKG$t) zXc35ns_<&JqlXVHW{qsPKmI~P%w(& z=BjdQ?JxgjjqPU-;Ful%jXgHS3g7vU6?|1r>b54G=G-H@{#}*jlaIAqyvA7}!qQXV zbr-SN?phs3Ntc}mU#eMt=JX0EcSj-ug_#}9A&?#War0+%DC7zmK%+Q*1=EEgG(V8BVwN zq{mVRox0$c1*YBCe<`tOO*N{zL4o;@i3!B+?YT&iaLvof9dx|%VRhUS_Afyfr`42L zj0A+7j*>3r6c(lI8QI?312^|d5ij7m%)3R>ufiexd;$%x5*u-^84bw1kb8kWzz^g6`cy;Nm_49GGZM|PBs`ZEqU z_Lwf6dJ1fQ;ByA+X`k^5tafB5#~uEoPKo48OPTag)fP2r>4up??2W8P84S>H&o;xH zW!rAWt`G0}y{l}Yd(L911K{#G@150r+3eKnZc|hUp6!Ac2L*q_UO(B)fof9Ay<5L< z44aW_7y8X^Y{QU}*lRx)Hlzt8T(vh6oa)`0w3B5`JiO`azy8ao38yOmVq9;cN5Ka4 z5IBFXr5H1MJ^p7f{Kq@@w1_9LLUOH!Ns$*;6j^PYW3x-7Mme;z zf_1sVY(m1jhAGZW#W!4^Vzo8eL-(1V0XCMZCsl%!a;~3>pAB%W%x;7%?edF^vfBCG z>s?(}KU}~2z!)Y>a!xlp?X9~K14rl^OR5$6;(cMm#G=3q&N~fy`o>8^)GaDPE6e?x z0>1*n9_YLMeOI5+M;i2LufV9G0egOFH*&e0C!a2j_7>eQxO9GHd40J{_Ppzz9PhqP zYvq0oeeITrjbt$&3A0X+VR>|M_Zb2lXH&+xctL*ejj_oKnjnz6H&WJIIcaCUI52?- ze3$PuSQMw(TRW%a#om`pA>cVQ)_>04J`3Rmp4IZS?eol19mo}gKBjcb z(6;Ca5DmWew{&qRFg77A=Bg1rm21P6mSb4hv+FWou<~TyH`=h0*Q}m~F{ci7s77rU7ss1yZf81d{<|qR1^iZ{p1>b^naczQU2`!9s?l}Dtc~x# z1N~n6d3xxzQd>{kG&~U_VpoW@BIZ0J73u@DP@p33TV1rn6bwn`S#gWDuWRl_|cYF~bK<0qT(O#j_cOY!X4S=$5 zk3iYIjU__5SAdIa-lXdEBOvqu@&9Hk(CebRe?|BQ0-PprYeZ@F0By}*(d+vugiig# zi#n~cawot4FJE5N(IAWc^`Sn6OAVN=z(gJ(olGm6rdp&~F5qPN0`b_m00RA=N6Xi!UO87<9bw zzeV6Z;L@UK5|5hcn)-N_8`#9%PN zg~pXx*<)j4az}$Z^L~Mlqr!22rgB?0*SUCzZ3toXR0&=;|WZBN9VKzWiP_4{1s4YLBQ7P(XX7Mk zq^uIn7U&&f0MI5iy6EC1HrVS&guKpf@UUKFr2SnXjt;nu$NNH&4QglxEf zG;8*`wt$NbA=Sx?E_FaOzxp9ERqQ-a4$anwBy*ppuR4O=-BV1LV6ucPhKP7V^28uk zO@FNr>fhk^;6{#*yG@t^s~N2f&dvC!lmt|tDAXY!WW1ywz(6Q0TwX(Flij+nS9Pug;0~aYXwda|B+qG)4*JaMN3#}aKLFwL}|S#`K>}=3TQnD z1p$u~9x3Nx(hiL?P+UxqHK|)DS?`Ws*=%>Ul|qu|H~si6HTm1qYsxrkr`t5JdYCJl zz-)I{Q0UWgOjrLoO7=%N48hB4HZ~Hz1y{KJzr4Q;o)SZ6_cfBH29}6O3jk)qZ>#4J zpU_?8A(-I0w9^5fL8C!oAn6IOxzNjgC9DvCY|#F5B_7oX3q8T~fzkVPnbnR6CXf?x zpQ(9e@h?a#iNTnGtuWE44!)COWktN*Ns{az60$9KmebW6uS+CpTg*>NOV5BCAy>Aq zVL$L-+OV@nkW}ZYg2`Wm)+(uE$63DW0t|F`l3!MjeAy9ECo6! zyYHpogr>aQu()e~Z6f~pRDXXbz8=u~+fb)uG>0=8eK#dq$TkBf@LCAeTi~*}JxUeV z!^A=CDQI|#kN&aI{>R7bWvNp1_73*_zO$*wI!rJHlW0gEY|kA((Ie?vQw^5g5u>;z z0dv&X9`Y9$3DE3^$Fz>d z;TMtE<~DViI_uc%=C&!^J#EIv;qOc6Q*pO;hL)LrEUp%w2IhvY-pX;BdB#Rw;oG{& zFY5Z-*hG*oaQ2n|AxgASwNJWX?dd!3Px4Fn9!T4GZx33GAR+hz^Jn)J8yci7%GJ%y z&0$ZgWsP>d8-zhYczVUI(Py&GCa(bOKRtfx_L$zWp@IzS-@^9 zfarS9d}6!4oo)-gP!h>kbsz%FE3(dRdNl6scD2Z9lthX-!1>I4I6heKx79Ht#h}m8 zioQ4mY<(5Lilq$o^_c=Uz_O~bh@`WYZ*oWI`egTh$$MwHG`lXUUdTlEIDFnpY&q8x znHJcl@rHZYtfcmigeWj$H*k9R>tOS}XTE0o$hGg+MkR}t*tASUn?$`R!rNWt_HcPI z2@cb1|!5kcB3d84q^9tba&sZ^p6WbHAV&Ji^NqX?xi`-QPc;!ZF76t}G!Nb~ocA z+4E8aJnvj0VBhq}PwkEO-9_li!UxX>?P%+bSUy7<`z&?VAs2GC*7?oZN_Xs(#jxAy z#oFHNI)Q3!P7@lk4=x(HSEqSRYm>W^MTDdE#y79p1!Us6jZ5DRWNP*SbG2$+1qL^y z);+f(0Q?xXI}jg*d$kUqIvLiSTV@OQ<27YGB-gtlB0>1G=w#<#117DWs{(yr=@=>A zu(%|WWm~>O?rv^@I!%k)Xf#Dg7v9i|h?U-!mk%ha9mlWLPXQC18-brW zpIbe*ssVbe)^t9h;I_S4Y1u-ylJezJ2)N|zCge8P`IZh~gqqw`Gnjz5FwJt70Zhe- zIrKWIEI{O0hgHdd57%Mlll)d1A}%EiEX4vbE=_y*Rf-tbz!;`IEM}>W{{_qN(9ju4 z^VK(%m02T8E;Divynn7>%?Y8lk7`AZGuU}9{pRWE*6o1@0TE@!s_HiFj0_Bn#un19 zvZtDd8V}6G0^P3vtmoZO5@-YTLru6~CU#x+R%@D-s~TiAkrQ6+6W=p|ugyfm>yad> zTucM@yw}B3NnWcpB@>f?VJj3$^QME{sW?Tuw4LqhUUC9Tc-EVfTVJe8yC6HubLU(@ zh;@6vn#Jx!pr@{Gyg)iHg=vJI0=a4o>8)1leKTAOQ(ArJ zCdTG+JNe=fNW<l}OZbrcm<+KwEmhSeD){c&+I~QYq-sP&hog?R z9J#G06m_P|NEw@1_A@Y+88ZfQvcDUo5u&_7%Qc=7oP5`bxm`U2@Mi~uac1Pt=ytWnx@}>R=E6U=#vF=Iwn`H|n zVe(F;Iwlh^wb*v937ZPxManAFSPG)i$M)Vme!%B`UVtyTCL88v+FjQ`qkE-qcYRh{ zn`n@&@*77K7OE~u*I_OYyAEY*jYlT685pc3QM1EaMi5#+W6gATLJ7|^`WExn%7Sr@ zp-}g~MgMQAb_~}=;uxvA>eVsm$O3by2`0E=R5_=ip7VTorrpa)r6*qi3d!AB zw9*TEbZ44_IY4LITm8Dx;N8}4tdm{cPuZc!N?H5^-+I*aj0<;yXYPpC^!lfduF_9* zR`(t(jx`=U01nm0H#xV%nBIrK&j_#wSL5Y|%G;J26I3B+3S1y}B9-DpJvT1SprBzF~ zY=yHEz{&uQMcgFZ$}1%*eLgj^&EEyt`G)I~*w`i{E|S2hJ>sB}-^D zDj4X`3;_b)9z$alyU^`Ih+oSSPnscpM_Jw)Y@sd}Tp38m&fjptU*5)2X0(?yB0Q3b z5Aitkl7W4eDwp1EgY~BRZU4jRd*0ZfC^_5VUH=-fu7L%MBXpQTL!}mdpBVtH0@gfbdc0Ks~N7wmk}A1nRs&avgG$=_al#Sf4T-s)En_{(xkMyfI$--Qxr_D}%36mApoEeOR2+ls&*nq}##b%@xWrZ@$iMwuk)W1fQK43RbU?#*_DqZEbzPCPG zQ78Tu=-pc%gTP{MY;>6)2$HP5HaoNCj7d-SY|mU(gNid*E*Df}UL6=vX+*Al$XxD) zuBgNnIoR2q0TSQ|FJ`NnG|7Yj&d@?j;yjMs57R>iRn;_R`fea{tsX@=%`&5;t(lyX zp|f4+Yh{k6_1+x9*V1y9myOwZy7E%Sm!eAnTg?&vwJy!eXDZg%Ut84pyZJuCY5iK4 zu0A+K!utaUzkPV|HI{&I1H}AC;XtoT-j2e9 z9|&=jL_j^>=k(Vp!S~aK9B-g0HXIUs>ihrlSKzz(5Lhz!c*(!Z>R8Huslu^hd}W!( zit)c%F`8bVRFEjL_}cG%GqL{diQl|R7JoMHRVoxlAficn#Ln^H&UL<%zot3y_fIgh z_hno$s&&D$F(u6W0WDw4ZhD{I4u7uOR6A*)r7yh>hd@S+53FJu6j#cGb=6b9u$ErfGACG@=aUhn* zJY=VYplQ*IH>aJ6br2DE$yQd8ND|{JM^$xzyD;QvaHk8qk3T9F1A~`xPEM)@mEM|J z2hzWd@-PE4z0G;FU2VEppyv7R@Z-$()Vwl%7(hhXuG{xO6gdUH2pm~Nm`%$u#B86afVl=)@T@EPN?0lk3r3vm_rO-G_K*`~z-U;eb zVKcpylrO$sYoke^O`vFIu{d?GYb7~K^1-kWj|6}kS%oOi`}!q`|5*7qLg(61XIoBp-}x(-`hFHN?FB^hyHA*9T?IX$D79j| znBf^-XMi>H48Yvk9{?d_F~n5WU;xceDVi{r-u1N))}^OZ-XB%u1l z1jSE{34k%c(L8qE%iibSl6C|-I4FC&Oic(NQn^Op<8h}-_IOQ*3sqHT-tTV7d3shx zfi5PzT>6kJlqN*tCn7wMeUJU^J_Azwi`RG~V zcb9lS-@7&?=w&HMy~-G+ozNk~2la)h;5UL* zDofy`$hS$cUt)tFak%nar4x6G8!=i>5R`RjlSY=I!}&57V4_9FwDrv(S-xJVZciUZJQek( z4res7)3G?SUP6uK0ny8AaOrcC@g08Im8oKp^_18b-{_dEbex1rn^d^n_MQ(J90i7l zlU?^brU}uidpf}I@VrkUFg%>1qre!gbIqvM+hWYp@Z6K|TRE5vL3l2l$D(&Ndvn4E zH9&8UA_fY_F;E6cFUR;BnU_@V=5eJcbMmH$gD=%rVOrL^OSAk$KaW1!+JWz>j)p5m zuh_S|&UibJnGp_*4ud97GqpH?_R}c0rCKX1le_+?u4LJ|b4l(fI3@w&9 za5J8=SF1^>0(%4_@PVdZRMwsvCoh)gYHKxaDTQQ<4Htv)JQGSq4X>y}!w28eb*Dt1 z%2rFp^EO~R?yu%`c6u~gxCQK`>;kY*=nSn8Z$YqYs$*ZfWZ=Zq}E?CrS@P*m>!z z0^zoH#Cg1im)BB6K*706@tkF?0{ETxq3Zw@v5gwViXYt87#JMh2@hXiP={QIbsUX*camCZkvreI3x!r;|~aekr@I`Sg|g=l#rBczL#25 zRJ2Ov3VDaw@a3ptz>E9N>PUoGt40K5m2R&cjST}w!Uh!0v-t0|R&K9%*lD-aff`5I ziD>z_)gQ~r`pk#?h#P_7l3dXC;3r-1gJpUUmgH8ejOAdKIjrm&fFg(1rPzx{ORaQl zV<6shgE9bOQ<|42xWCB?fpRyB3VgV!4da2DLS``7DG5=nIdWmbP-GURvyBNb)frK&WUDcs5ws}?+_hfCgl%U#~y zc=gT^C1*aXE*tGDI#J#)@Pq!=h)bc#mK9k+3Xx&iaoo%9(kve`7t{iWUqKHowkYLH z==czH`PTw=(M2C$Qqy!fVXGQW_qQ-4=BdTL=&DjJDkf9yxIhU^UZXbOEMitCQ!5h^ zxvQ$YXZGun=`HSD`oU4MyO&W%AhK?T8B?|3UuZoJ3#sdR7wzYoKsG+*Kfx(4Tg{+pH=NpF32v~}E z3>F6*I0eu`&t?u$@f3S_oB?Q|r_@4S+yG%W>j)FlMeY4FQ7AwQy#@JrL<=qbMf%Fp zHWJ@5IwLdkPMqy_%G&ta#FDfp`{+~MG(8d7@od%ML5C$*YisM&t=%)6Tb^Yw&xsRBavQJqIwK6}>M@HBcy{V^K-%AhnWbfy1zGDo<7F(a5la>;zSB@(RVv zd9&g|C=E1GT-v18|Efu~hd8$XBr0k^j8cj~T4@~H5yYl)$ zXn+{Xu36bx}8E$+(C)RfbGxl+|A zhob-(T&Xz0958>U@#q)YX@&FMqk!8jZme7AIm#mHRY8-m80@}=dgOqZd`gtpH}brH zq+e07O(O~p5}8Rou)40Ev9xb2zf&I|UGo9Ej#dOIL}h|p zmEg_gjPRSq<(B~jdE@O*cF`vR1Q~-IA6*y(5agxVDTi?|N{Nftnr~s%zrh_W;oO@m zQ`ghSs~$zkDtT6oT{mviNkKiClm{H7xLZW&RkVA$3vP>CUOOY{1&OZm0n)UQ23zwf zhmHH5=!|V6axYp^0pwJf=m!B(r@8hBGOKnBo@QKPQ$LlnO)R7hObCzan|&Zjeg*cv z4g?#1oe8M3(d$4;jIEuv)fn3;|Hu@n$?V-{`TCjfq16LZAcQefFPlZCieiqWp&$qz z%hytAiU{5tOO(ORvlMvyD&-WT3P-l5#-fh6TUvUO8r+{F{9fJF1k6zE9&63P{1GX% zblH7ZU%Rd$q(#?|QyP%2`CeGWnRbn?r#6}=$#ey8%x!s|wUHLTB8`}YQxAdmgv%>U zJ1U>)W>q>PXm5aa?VDT-$zxTM`s?-)y=+ompLaSu5}Kha!({=qR>_XGUW7crJ1I@o zn%JLPyx%mOK9dbrRegL5o~3qPi_#sMcpe~yW>#v=2+eH*>@ISI zW?QC~km{m8Jhe+=&|_S~bUy0~<5GfT8}$Ykd+m!He6U`VDE4BXdBYAZldr32D#UT?ct}#|v0= z%ueNLxbD_Mp?-tUW)DjG`y27INPhRWZQ-VY=-_b6ha6M%`O*jQ#Nn2a`;a%tqXg#= zzX+Doo_oxuD9lSiYpT|)2#^y888rGYE_U>L44(89_)-C+p5>_wHiu_ve%p<{9uI3cN&hxS0=8dMp_d7le~p z)a---Gs26!W~9K3Fu#vmJdhcjhN_w5t@Y0jc`Vg-M6bxBGoDgTv}-s&P|s6ueWy!) zYw&6+!vy0pU0kz+@>;~Lyr)Xn?eEG5+_)ezAY)nAo6$LhUJ;dZIv36;x`uyi-O9Ll zYaxRN*h+P(zL}qB_2?v9=;p4Jk`+WGqm*lnd= zJCd`hru46C1dz`!Fvx_b&N$9-a`ubMtV-oaUp+0qX`WVSFh{dY*qHDp_0H50gj};* zvl%V$T?koxGL8F(AH;o?e!iviUxQfZe*`BR0&sE+dPV3zfRhn~vi_**Co9>jq%NY_w61@?U=atB(Mr6G7k_j>Y`d6F3(0SBieD&0ks6{{v2=DL$Ru zc~phB1QJEh0*y+v?V5aFd5M4do!1%ws2sc#N*Jj8 zMhu7-t*!$EvQS?=8k@NUOCwC+*CTOjKQrC`VaM_u7#?2iWhR^~dPjz+Er2y;0W&%}de#d$ z5d*ciwSPk&8n>eJBPCWXjRy#b>Iu!5+f4I2xo`^roRQbnoqrdk0hHipS|U<2-1lS;SLiL| zTCmi?d)`}%X?5A``=8tS03}4yzqvwy+ka$9^8A;6@7BasMQj;rI&Jku6$o(#cZRux zWt;<6baS((2kkh^YAc#NS1|ytv=(2-@+D2L&q5ba~c_Zaa#MtqME-*0wr93#Hf$YaF!81X$aj@QSC?=j;0R~_aU z@jXU-j}hNv#P=BSB?R&PuQjM+l=trl0kPaM%KN8Gj=}UlMe*xA`7xOOXWDh#v+$=V zjyMed*Ex-2l=mBj>0>bFo5iR9VKC+x|N8$N|2h`=vB>}LZyz~Ed5=-v@508%DDUxH z@9|vk@m%lmT<`H*?^j#--