From bdc9a1df06ed73b340ec08d933083c575d64d05f Mon Sep 17 00:00:00 2001 From: Abraham Leal <45460452+abraham-leal@users.noreply.github.com> Date: Tue, 31 Dec 2024 17:16:46 -0600 Subject: [PATCH] feat(weave): Add autopatching of ChatNVIDIA in langchain (#3264) * feat(langchain): Add autopatching of ChatNVIDIA * include langchain-nvidia-ai-endpoints as dependency * add input and output processors * fix accumulator * change docs title * address all comments * Remove extra # --- .../integrations/imgs/chatnvidia_model.png | Bin 0 -> 269399 bytes .../integrations/imgs/chatnvidia_trace.png | Bin 0 -> 59336 bytes .../integrations/imgs/nvidia_pokedex.png | Bin 0 -> 45205 bytes docs/docs/guides/integrations/index.md | 2 + docs/docs/guides/integrations/nvidia_nim.md | 176 ++++++ docs/sidebars.ts | 1 + noxfile.py | 6 + pyproject.toml | 4 + tests/integrations/__init__.py | 0 .../langchain_nvidia_ai_endpoints/__init__.py | 0 .../test_chatnvidia_async_quickstart.yaml | 50 ++ ...st_chatnvidia_async_stream_quickstart.yaml | 152 +++++ .../test_chatnvidia_quickstart.yaml | 50 ++ .../test_chatnvidia_stream_quickstart.yaml | 152 +++++ .../test_chatnvidia_tool_call.yaml | 56 ++ .../test_chatnvidia_tool_call_async.yaml | 56 ++ ...est_chatnvidia_tool_call_async_stream.yaml | 68 +++ .../test_chatnvidia_tool_call_stream.yaml | 68 +++ .../langchain_nv_ai_endpoints_test.py | 567 ++++++++++++++++++ .../langchain_nvidia_ai_endpoints/__init__.py | 0 .../langchain_nv_ai_endpoints.py | 221 +++++++ weave/trace/autopatch.py | 9 + 22 files changed, 1638 insertions(+) create mode 100644 docs/docs/guides/integrations/imgs/chatnvidia_model.png create mode 100644 docs/docs/guides/integrations/imgs/chatnvidia_trace.png create mode 100644 docs/docs/guides/integrations/imgs/nvidia_pokedex.png create mode 100644 docs/docs/guides/integrations/nvidia_nim.md create mode 100644 tests/integrations/__init__.py create mode 100644 tests/integrations/langchain_nvidia_ai_endpoints/__init__.py create mode 100644 tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_async_quickstart.yaml create mode 100644 tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_async_stream_quickstart.yaml create mode 100644 tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_quickstart.yaml create mode 100644 tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_stream_quickstart.yaml create mode 100644 tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call.yaml create mode 100644 tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call_async.yaml create mode 100644 tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call_async_stream.yaml create mode 100644 tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call_stream.yaml create mode 100644 tests/integrations/langchain_nvidia_ai_endpoints/langchain_nv_ai_endpoints_test.py create mode 100644 weave/integrations/langchain_nvidia_ai_endpoints/__init__.py create mode 100644 weave/integrations/langchain_nvidia_ai_endpoints/langchain_nv_ai_endpoints.py diff --git a/docs/docs/guides/integrations/imgs/chatnvidia_model.png b/docs/docs/guides/integrations/imgs/chatnvidia_model.png new file mode 100644 index 0000000000000000000000000000000000000000..4d0782b7719b9903dbf588e7b893d5b551249cd6 GIT binary patch literal 269399 zcmcG$cU+T8*EWi}#Vz$wDS`qPihzK0=?a2|UP6ap1Ekl0p(_ds0veihkQz#mUP3@c zdM}{|lnx;v5J38w>_^=D{oehZzs|`I$mGu4W!B7EbFH3~*MjKb{)c8;@m`oH`*m!&YxN|+{ z{%16Ua{kaqLlQ295o1Jgk~-(!8EuBQ9! zZbmtj@HSXQ7Pe$avwu|y$o=}SlI2q+DW6~CyBE@tHGe%XuZ=?c_`i($R@r}2EcI2y z|3u8RejH}d8luh-`4=e!gu=4$Is(#&B>n~~y)69qMG*>y6aOM}=N`3AwBO}IGu-yj zv)mW|GMvhJ%Ml`4@Uvy^deI5})Bk#n5@{fy|JNRQojTczK1;Xs761QSCbMhj#oBE3 z$~(C8@Ru?5mxJqd*fA(~8p^;ol!5Ikfn)02i1!+3!GEmtqt$bZQQPXaP#zxLZl712 zUtY{w-0E`kVzJc4;$gQhjwoYf@Gz&AWJ$Y9eD=SrmTN|Fe_(qBhFhDAY%e?qUp`Y|E+JgK6Cr;Rl$4^ z$S>h9_(et45+s~(0u>RxjT)wA=B(OiRYp=PEkf#IcrkkJ!<_TYKfV9=7#Y4zY1Q?Y zE{JkM;({5LCM!!%@5Pk!ZW{^u;tGHl_HX3bQq1IpNFww=Mh*-qm2SNn3ZD zzAlct&@cRaeGP#?*lb2j}#D6BFs&Om=U15NJ^S&Rb;8{b_x{@jkCk;Ut$QL(r3C|nAG%$ zw5(O9hLokco~#W-)18AVeqddFU3mUL@^IwxM=>R5fE# zm3GT_X4|yZU(~pAaVGWy?O2#E`jeJ*$b!T7ho*9@33uc8R;q-~rK@3!Ui7VFm-M*3U!w&b;2TA9vFeP0G9_t)!_ zvQ@{(hS$SMx8h-YWCjnne72UnkD>1_$-~7G9r5X-aBo%S*0dP)0ZD=VA67zbnqbBedg{!YxnSXg01gqQouVhujs+Ynb^Y8s)i zoo`TRUYMVM9q|-89$=y4c;2PJFF{5N3{%W@>8Y>ehMKtJ*hlCiWtHUaoT91dr+kpx z;wRwsuk6|?M~d}680Z=sm?CgG4y*5v)I6ZL+=}QWw>EUgxZqG@(z?uKqxsRfGH{I9 z;7C_);XL@n&5_VLgZrp*Cs;)cXUlizd8mm>98O=~ccY_XhqNxl1u>WQ?2onZ;dF9x z;^I#3?KJmZD{v|qF16oQKxT}T+3G(ju;g0p=bbxDkf0S& z!e}q_558Hj;J=oWrJ1bWkAKw2%O{=nb?T0C)BLjVl>6G_56_?5+BT93aUXB*yXI8d zGhou0pJl8?T9&n>Q)N5LcsvmbZP5MZ%X97=eDV%7*|H-+GEysy^(1hL11W?Pn-FkUp%5*98(PVXJ2M<^6@$sgRpdYey9sva5GTky?}QkI?R5?*9R zXOi@Mo{;>z?Cjt#5$t{MciEv2CwV*GA4FHXFJI&3nckTGI=9gkf2+8Q12H}z4N=lW3(PhpE4 z{=l}Xl^58a!pa}~2vl52ko13cu+`~}h>_d)I<+{4dW48Q!g#mJN?iJwIN+ann#!4ar%-zk9vL2gh*fXxI?e?R5!(c?U~o+{PJYT--9EO2R9$t#WnMy zrZ#yEB`YV#;K6B@-WWa@C)z@l%aX&Lb{Tm{aJOoaj z8r18Ef2Qx~WB6pOGOadATKUgs8v>%lAR-sHN-c^WX>9k&*XorB;MchZnB3k{|C6Kx9)zaPo0{e>%I|+($Xq>GOjLQTHX(@N9*Jn2!vj&2Ycng3U%3|CQagKg@sN}&)V9WZW~hv?t?P5 zxs>~>kqSG*d@qlc;XD@6y1}0GCWdnt_!By^Om5${#pPz2l-XwT2brO}-!^i|YyKAQ zM<8tc;kWeG_I7Fh>6z^QQn5K{x?rV)1Hbr#4rW&0l@sJuwx#ehr*?1e5uDiD@)CFA z*Xi1Dcl&;AwZWC{qE}D$OC2$el^KDuVD4zbQW@4r$LYds81w*H(ZTNj2%^c+wBk$yL+BKA7$nv;_d zR(gR}!1O>X8Qx)45+h`O#ZyvpnCJlxMP&KQT1|XVr_BS>Y++?4fUg>}t2y z^x#X{H7!lK#b4Nu%;l{OXHM)7yH9G9RUH0*EuT}_c%smYbpn{epOW6`XJj2Cy9q(R_C zcVJjjt6c*X0@BOjFWAFhi1i!acsMmFwlnUsv$W2u98{B$cxy0VPx zwKZwziV_U@xMY~LU~MsGhaIWN@&H1O6qf1=lYVdi6T5NRGZ6&b#w*pKm9JzpvV3T$?0(JngY=N~Z*d!{XmOGd*S2_jPrwvX# zE&1de1F#0@nz^)OPgHR3W;yOX{rwa!*D_R=z^>q@c<8-rZd_cF)TYiIxnnkBDqvEo zt*RR0K^!SKaf)7g#iH823XSo2?`762*JVVIu?!g&VPHRwBx)sn#*$DXo+Y`Nol*&FGL!e>dMg= zeO||L>Q`rqZQKv%!OGiM_{t~P2*RrxD_g{r8+|4suP(e+vC)*7+uBqkkb@V&8PGSg3AC+M?TTcQXm$=n}C9EjFjz6h8B`~L%UiAo3cMm9T{h+xsdEG6jf2caz2M;!cRX4cO+_U-}AJT zWqB5c9>Gf9A0Fxtb{WF=RXsb(6EMccak}L=gGT-8fp!k-zX0xE=pQd zyREHFt*`b#(P6X{*V>@4P=xv^M zIW5Z0?D}Kp2LyeHz`EjD! zvmMU}6U`03`u(mr@OqNueN{ex-r$@O+o`f{-{0|AWDvI-`P#r3qnY`pK$)AX?O}-; z(s6lAmu+!SPzTJ~;_j}k&qQY{e(}~GN(6nDu>&mB^tTd7vARJR(g|xb1)Uv}tQ(e73 zr)bM|eD7pyYb&3N?~!=SXe6BQS?6?mSmid4C8?_NZF*!Qkz!s;CqhEPdtwSkTZ_~{ZY=O5zTpDlNK#NsHtW5!TnPL=;j2qj)qgAZp0MPDyA?PgDkl&9i6Ph zl==CkiI`K?r+|R7P8E;l1ONH z9svK4(1@-Q`_9BFlhXMJ#R`a~W~ZBsG@o=AG0l*sXYXX4-BvQT(-Oevoe7zhg~+bj z?$l?oHa|B8QRbr(T)B+DBovUlw64WX7~kbE_}TM_Rotq^%5S%9Z+|~zY_>h_aTu#8 z>~4f|Gnm#CKa$@`{iDD~<#{nWD((FpI3pWdHoc#5z9Z3uuRHsx@vDp|8i!%G8`g;` zpKYOi7VG89`c^7g1NQjzJ{uOV&FarH#(q^d-MEcGXbPDDc8-PkJao736i3e{8;0~% zuWKQ_W#!4OI{9J~2d~A2xw55{=)ctX9*+eZ_jp81rt ztWlN8KYsl1X_K%YgMJW3A~ol#h_ka<72`fiS{gnEr|8(*-7J8v`&m@ps}nNI@NgKN zf8E5BV?J8Wg}(4xm|2g4J>u7fgR2ie--VNmUZ_m$24wlKE2lju6tzZ*lh+G43j9K` znG$+jkrIXq&HC$PZJeC5r9XDR?O|qChD~4RKG*oT!Y8e%!g(GDYj4`i&Wvor%EoBf z+@~`{;y8@BI4D3sw&99i-2+j87eTG{^-30gt3~AS4{%7bPXh;>e%xElZMMBHSDe5J z_UCOz#xn?QTV{8xZB!#7bsHmQn>_+MM?tRzVx3MWHDS`{*8lGc*d5+bqLF?g` zLa7~@v4$;}cCPG(wgipb(bmIlR$wBmZhlM#1+a9BxjlpFr{cE#+65+M z?rYPKx#IWl-=7`Caf*pe6puP#l;O66yqo9K(k`DAlm!0F`sSz@z$hDo6Kdjf6$lWr zyOj(Fz_j+jDxOu+Hsf-vA+|i}*V3Vgf|5nOaCe39`EIgv5cXhYBQ|M^hlhvo?zGl| z^U#?p42IAbG0ro66zQnEk1kHf8`ecwlS3D0($sxveVUxjLEL*3i!4kLtaHy((WLyJk(1&wNyn;P7~sLX_Ua?hZ^IIqLBeAamLhZ6mK=cp6^#(Ut@%%1jQ zQ#hkPDZF^<6j)w*adB~-mSLG-dr5+TX){>p7ar$zu>l!z=fuo}%`5RoxT~B5Ma-x&`svLT3 zX}Ynz(#8onS9sw%y<6rRr>F$9xpWI~Xh0x@uyesle@cZG#2(aHtj+a=AoOGYh3pso z3qy17=sSBfgOJ=TLJ3yoS`YIalQVezIy+Z=C{MRm_a~y#?$&za&YW{b`Q0YM_DgMSp8{0vxLWHYHV3qOV~dNkK5 zTVYyZ3%`9?2tws>HlF83bYfz@e%@e?e_d?@d;JqJJ~7Taz?QiSj#k>}#Zh8A2hx0H ze8skXvFqcf;$@s_-4JFzHJaSqxdz(WRZBa-^bgftn?og$5Pg{w#cGTy*KH)u2*uc0;i|S1{4QH#d zo@z6T_jr&KwYfB$Fy{e$2E{=QH6hq;Yq`V7wCU!Ip+%lkikcdOy!}M2d2;GttA1XY z%{tRYWd=#~h1FxL*0#QqPrD$e=2*KBBzs#35)u+}<#$dv$6#l3p@1CTj*ykm0cHjH zSR!GgC3q#*DP>#`P4`PC&ceCI^=g!Xw?UBSG%qTX$}34#^BpH{tw3jBCK@B<#@u}W z#*>8<>Qb=R0RWz*$SMg<8Ywe3k8i_KNzPB*^*&$TfEJE zDTINMEgjSJMo+ib2A9j2v6AIyoEu;;)krH2l&{))XLliyo0;X|M)K3))dadX@Ry5{-(pL^%eSLWN zB)Y_Jzfrb=mNGD2!og(z;FlOFn3+qq>!c3H#`uVP{)``hjCa1_D;|r)fgjRmjMJI5 zqaZ@m1Py%-gu60v0<7{wpFX$bPBPH4hHH=IIE9!Mw=ve*VJ! z6kT0iarfr?=Dh{fmka$7PoL)KHEkj@24Vhcr|4fs4-a{7E)ViY9%v!^3)FbP_ff+` zj1HYn)Z|DsNDXWd`+1rBU*@??1(DImNgPdoOXTbL_0i`d`K9*yi=tlKfnqgE)U+$z zAJm&1O!z--AI?uh%L?v#riUs=a%=q8c?xa#Fb8`IF@zyrnpD`Le0MkPKsLps#KWPe zNenn{vkN@po3*PT5ZXCI7;x$~-+H5Sc;JgG*SNsN!(%sy#+zU~l0-yAqoblS3hVa9 zhBx?cT)Gt@xAO|-y?>baC=tNwdGDr$9RgZ^1t!PH%KBl+KJUtvE2X|on)|iR??3=# zc27j@*|B4tL~^ifQmybBm$<%Ow#J}^|6##{L9+sh0@FMVf!VmhifX9pnXNc(k}^Yw}ZOJGLQAYUL*7Pi7Zgf6r=_PN3Jq zp;f1z?xYQNjaZn;ny%cZve=*F>cP&}Jg8TP`zsOaiAP|LpEzM=s?D|W^-;t;T4#$4 z2l4K0Nr+`TZ3QFhxkJ8^Vd(UEposP8I%5#}IXQm#^AUZlF&2GeZT5^boKI&foGmkm zcG2R;)5~EO7Isf^r)9MO&BNu*Gdqx+w4NbG&MFZ z&ZSTv1Y$fVDK;-2GsidzZ}JDy%^tEW3h z^|Jl*(woAioH#(t$U=QPxB1ZxF!_ruO`&E-9cJ{@IvM@&?E;BKg-y5vwg(>ArwLd^<+b@SSO zIkz#)tXFEY9`i74e<+a6(<* zz+eE;Bpj!{4fAOVXXm1)*YZ8wr*Ca;mt8rplCDEWqt);NY5(b?e9VzRQgaCx&*pbt z9wa=rt=8mB<{gkoUgj>#H#BW5i64WW1Zwn_6C^15sJrB6CT;oZ*zuUf-IZD$AI0b4 z$`?Haod&bYYGmcQFxX!)@m>0hu7Y-FdyPQ)kuTOuM>rR%ySTJ$IxLX@ZB3006ofIC zom#HbqGjzL%uew`NA>s1ZsGDw4Gk@Pqg5u{V#mhD`g3&BL3)aFq58pKj$s7*&bRuA zQkOm}%g2wWO|uQO->QUFn@ZBu!Bolsp z+Zsb;KMy3#RCNI#;L+WQbV4Ck#X@V>AVJc>z+L?_k!cs42e5BpcXzMn=Od(jBp-?> zm;i?pZf(^A&N7qhyX%3>c>mrAKHr=7WpmfRu^Q5pVBn z7-P&o`_;0JRKK>ZH1s(T$O$rhJR@1imVBK`ym=pTwRnyMIKs>@Lz&*D%MOai7g0hD*cD>;JZw;hMJO}c>qgt*~qI|K5%t(K_yVpix z`6|{&SNg}h^XFXX-9oea5pi5g}t)9p#Ar*+2EBU`VRry2&#nCq^m03K6jsj*M{O6HuyKzDf2~ ztqi8({Va{I{PUc@+Rm2)^QfKE{vwM#1k^msw7d5{#t)DTf1*TpcC}v|$TPUyp280l z6pX!LR;D}xlz(66p2!87R*$F;CGE@O{zgq~zpj&HeSGnvY6tJ`<@ys4__k(zlA zU+MMM|2@#?7uMpAf9fSgu;r)S0M$HBIafH_@uW#KGsBg6?B2GPb%0*}6&*Or&4Rl^CG#Qd@ z)DZ&z>lDWH+F;{a+@+-%I}w!pWua76-c6_cp8Ib*zF+Gy$rZTzFN8imbvF8vy(Mlg z>(MBiinc}PoLnAm8e}_Vplp~57~ixFXC4Jq9Nac8jBjkI>-oC=?iZ29k_zZ}*lE{UywJYzTR$u{(Tu>t&@vn}0kl!o+ zjJ|0(O+U>D`c%N#@k?G7>0_k*$Hjg%Kh>!wNq}fe+@IGO6BYoA@9mMF`H#Kf7Rc3CmIY;t{rDnTxJBFItu*sCL}H z(fs5Fc$nsn$AB6+y@))z(m&pz$1Ish(h0$FZ}pT>rWN6NYDZtD_J)wN$sm%__KS(! zsyDrQ4Wj$x-qm0B=hgy?x%pB5f4)OK|0YWP6y;0Hizile zJ+|U&vyIFizOJA}Kj$h`LB;>q z4nMx^3?^pU)Uj;TQi3&9Kd@u@ZOeQAHgjHGRZ>sWh+kgZJf(0L&8D*o#MgiQ+N~);Vn+Ce z-5iVEYOQm}h~F*Y7S!5?vtdH@?dm*l(=zl0=!1xVQIUX9txOuPOyhhiEm;94Nl9Wj zEM2bXG%_RTpjP@nu{o#RV%3m7a$}53bLqf~?7;gP4SQhNIlA#un)a&k><4fZQbfe^ zEwrhEi~>sUcRes4MWdeEK3xETllUK_BALd;`t^7XaV)k}L0(6z^YHG9xo4cTc+ORb ziN`g?mBOLx>7P>#%IsPnme?rWDFuArc-e>AFBMe&Ad7Z0cA7QzpCj{@Glp6uQ>748F!;_~TC_KAWB&Usf z*JkJ2SU?<)jQ2xw0#5Y2C<-9pX)%Y0kXX*J`608#j`fOJJ0E`b40EgQj5l zJxCp_dZ^b+`Z?y$kP@H8RCZh(?a3pKS}3$;LPv2*MV;GeZ7+u)0gt?9j7q-!x?QI< zFz9d)B^-BIbTOG%9jXR>1#k> zZh)PHoTSCOL1gx8rUJ4Y#tOE*zqs2CO5{#WnNR=ACQ70Go{yQNdanhT-SvX+X5|}C z?Q1s_!NLsJqHV~|vgxV4x;U7hCfm+E%tl8HlS0vL*zt=sTY!9U2n2#_7w{&ve@k|i zjN^px8Z#j~R#!6%{C|p4N(K^hS=mBP``pI+H@G#)SH%B!* zeAi(Gi13zQ9*eZ#@#ZjCva6dL|Ddn=n+OgHid%5KcPkuS4ZD#4IXAh5;E`GTKNLxD zMD(n9*GIjLLHDbNmM6W61PBKI-5EUxZu-5}oV1o=N0zqd;YT9@yHk9!t8XUt`bZ5L zO61TT`-N_eEKY;gdV^PW^xf@*4NKw`jDaJR~cLjl;* z#jFqG3dx~ck^gfTP$zxCd0ZVr$wBT+9_~9&smM~LE$+uas3B=!;?&jB%U7hks(s@n zx(|bByPNXL`J|=vdHQ-S#mz5D8CrdGdm@W%qWN3Ewns~1^ctXx2xLnAbHpJu;?C=oCeCy&IU{y z5WWrN$J_uOq(p)SNEMJ%8(={85(yxl)atIlOqc>u6>U7Uf49kP)sGxXxu$UD%o()c zG5tjRckOC9HDkJj;)@2BGWo^Q_O92gk1Gb!h+I&26@5SR;6_{hePl(Cl8SuaZ+9d0 z1r1%3vBSsQx9)1?NRi_HPZQZj1Rl%Be8S>NVaNBUA4o7(YO2O47q!^ruB@c9E<2t? zM_RQQkm8`Y%~b$%?xF~F+D%u&)sTQwZ~numD(M6m$?@ZRmJ)_ldlp4T1qS4Ny+lHR zx{N3^wh1uIQmc6jw<6{y_c_4;v};`hVPUN1KerZgV7d-*s%6%^xMUPESzYwrny^=E z)BI(QNNYqCIh^$E;=87F&ghN}=wDM=sTz%a-VMOi_{$eXRA=XBP`3&{Xk~1BRkl@> zd%q*}JA3Mdjy!7^ce0F4N-B8sh6YkSFT^LF&_VU*4?{rW1u+beG1hZ*Y&c}$y9f8$ z1DDNBSbKW-RB&92>=E3WiG0|ljTARGrn5seIp0$)vgT_@=A}1{Ki)CEChiq&{_d|Q zA^)koMutXa{8z8)A))C(o@JFe{q_=hDzr|JL$=+QIgY<{YT$33%8>Zd>dcoMeq9hcuTr|rLt{496dNKdF-o?(L zUicU?N6dRzYwaC>M>1+E=1x*kX6)z@@d^mMOxV&#+`43#6T%(Y(hvH13%-qpzqgi z4lI&>g4G3;WL$+s{8#0^v7R1?qM}A55u*h3$<2wsVL6}V?<5x}(C|20U?c6I<~e+z zHQF2fM8j?P;P*<^-hO|CJS%T3u*4M`T?dJG0DRGcr*55=x=1%{?=eiI8)oy6TJiuN zXAYz<&`9AqXjRhRP^Q082~_94%69n}MJ0u`{es}aG#ss04h5xS+X*%1=0|BW3JShs zza9vx19XrVWz*VOPA(0}yk9o*xMbvU*>J{l5z|9Kw`)8!+zA>I!->=#+>z>5k?mG` z%F#4n^S<2nK>xXTX8)+nMY<$aHG_w?#hkp&O#ni_It`Xp3CB2R0S_UiS*Q$O z=K_y}0k)BJc(5nm-q3C1f^yldgbpilr(P4RsXH`2RfZY9f9SvmN`9kGxEA zVgEH0aUOYp8;ZSM-lj`|?Ua#YG**c7?Q3H3GY+J;MN#MU$fr>7vH$W%b5lug)D>a3 z7$12K0kXDb$#7?#E2ObZCd#I$`LQV2L;x5w$^twyXJJT@^|g*<$C$-Ga5`*?sP zdU$TLVpVyjm=+r&R90{E`C#KV^0 zdZMDF@h@>9vh0E-!y1MgRl0$raQzNezmw>c_g*UgE5o@n39*F1nf0=%p<{A>8^kr& z^=lpuwadT(g8E5L_>_cSl=`qb)nqqT>0&7Y*eRmoh_%NrgMt<-Cj9s#h4Vr()nXSH zvQuI{-|rqMFkQ#jd2cz!by$_z^fjKu9iuQ4Xh=@e8@6e6jq;n649;Ni&eC0qTl*NV z-&a5xNft#c*zNvOfC7+UK?`QLpAS<37XaDhw#On>)fXxB8IES`QeK(8%<*H_6qrKw zhX>X`K^cqd=G?~%)61QP{uC660=O9CrO>N=0&!l50c+_bcipth0;C~aMQc}y%Dd4& zwto@^V1e$+!OJ_&JrPvY3OR#*2dYkEJE`prH`7vPKJwvW7J6AW`}+FIJXc^uJjQT$ zlNgD2G)z|s6MOpOewow6xFtO8=Z6m;O2IgZ<5*K+Vd2H@w7_c56?D17sOtj=7yQS! z+kmhYue4ZEU>79 zRp31mVgyXN>FFb=^62N7nV7PIIsA+sJa`}yr@lCj#YlTD=c|OV+Dz2?nv__Defjdm zy`EO`$-&;XZEwcwJT){!?e^>i@})H5#awK<3HE9+*LyM`ks*l-2+)hs=!_Y0bJQs| zI5@c7szl|@c^&RYf~Mu_kvv)hO7wDfKy@u&TI4WF+A{AwT`V2MWw@oad{n=!BU^D3 zL=$o=-n@BZdkze`%mnbvZ(9pdaDCBd&v6DgU7CSO5Q7(__w*!3)tfiYfy%oTOMdr; znG^c_IaVk2{~L|a_8K0rw={en$pGG2-q2OW;myFV_UR?v%a?XtW_v1G#eD)FNHQ-$-`yEbR@*MWX|y5llAk5f0Q^3$Cp?Y0U*k4=9}|m?s_{3w!$gWLyVA>vCgbqwSX$ zr&*<3IWHHgHd>WPDZ%{w{C0lS)8p#=4`m5P*O{=ZjTc%wJGrOfF@4!unCcg@ivtCD zm6bOI%&Vb;FmH!vgpBNLyWwKXT)ph@$*C#+O2x|O046V2PKArGl@#wUouD{4my(p< zS5BguSm8CzT`JBCPq28o0%Gn^4zPJMg*MoVIM0lGm5aFO<}d|%LTb?dlX>G=jw-Axw`GHOr}>+GueEftc!|^LkVw1 z5o3p#&jDUQMh52`@zbYI>zyLD6{ATO)4M-^HskSl1etmVlF=Z~KfSWz|9PXKsmX4p zH5!mHbQKk!1GB=&z>x9w?SD2_ChF8T|3Uz_EboKOw52$CMS7X)QA=?vaK@h8AY+aI z>Wep@8tu|uL`J!ZAZFq>Si37cU)RI3yEyGOMrd0Pws!aBytmYJqfdKVN`(wsu1A_VF;N&4A{`_aH(6UGbF_-Q_|c- z{PvWPs+Q2twpXS7Vh+RAN~Yz@ZvlVKdjW0gG$3wB`|k67Z7;7NPF|_Zha*Ts{R@(g z{ltoi<(mC^dW9U%m2qXqb8KwHMBHkhmI4lEXhE!50e^9cQf~dAP)fkKIHMm93McLX zmP2n4?S;n`qts?ik3~@ahX-EERdc}fuIsM+#VieI{q&GG;qBn-b2=c_MSH<)=vGi- zysX?44^V6A2O3ct)|Z>R5Q=|XezLrN^)vdezm;jV&lfx*dBr|g!7ij>i&ps0b5Pc_AN zGtQ*+Nm@_(UH;3LZv*CJ&tE&`&d;d`T)wd=L>KIhOadkuNiv?cz^H-by1|ntIbNjs zv{M{DH@fZwR2dY)3KR~0DgkSW3pjRyft?*)%3LA?!wFtS*_p)--D__c8XH*@=Ds{ZKmT~W{-US7C z4j@yl86ms&3RnZvC+2|K4CVsa@UUlZd%f)b=i|!C$_uY~lDj`XsE>+|&!tz`(?*hw zHN*KeX;YosSfH312@)EBtKJJP*q?g)1bn{xw&$43-8A!0A-iL-)7E!d5e{*}kAfuZ zhf)DOJ`Zdfwu9)T#&EX0#;^;_h&Krm4!uC0XuxUV6%^DgFs&HiiZ%P-ys~%S$A=2p0QuGIYDqyxJXgutN|cLmhxsz!YG2NDJu+ zPPJ9tZ#&P@ zdjCErH8s`eQ74!OWPhPW-NTbux{EhcjZ3U-R>rX*uU~^Az=D319#0sHsEWM2vc=b= zjNU z5<5FPd7xn3pyhpc7>wtDR*3l@_>c#N>@RwB7w@-ARF-G2s#8Fc_SUmU z`5XpT?CH}ya1mi0Boq*Y!Fqf6CDRuCLzGqxP{kv^v&8Q(Qqxh@J~((cNxD=I6jAC| zII?Z`H*Y_@bosK5_aaY=YYYmKi7!y}7^MrC@^fDuelLTjCMcxb1r2eQFzn0)bv9x4E|O z*KXQd4A4-fJ61n@cVazkJfssl;XuEoXwY!ajUB#Ro%7@*K7p{%_s zfDd5|Dhs!($T2bpLQL_9JyFxZB0cw@E5&>7I21l@6 zFEMF*4%8R`Q7#C*?2mvkyc#o=0(>#b?_k>+uqSlLj?;3@x+a^H>m6Oq*!Z#TPfNok z8!bF3H@j%h(@+AJzM-MPW~wpFq{=n3_V8fW=UH&zDSE(M@(2GiK>RT%V+ZzcF3!vu zn4oyz1274}^1pt)L)Hqw(twY1FfwL>g+l=H9|R7?I_?kvM_xHOb9y<_TbR$Pa)D9N z7sSNtb3CQa-xV{nvKG;p;pO>_(^MToW0#s^eCe~sNYdBhJ6G?{Z#Nm>r zs&+tGm5?wX7rYf)wvq6j6DZ5Jy*jljxZKv5o7eZ3%%#A3&H2{WO0jJNpJ#TdUC&6e ze9{Pv1*p8S^|$)_H?Dyzm{vIA$m1S!>zawPzhUT-vO9_9fq)=i{EY|C*M-+XNi^CV zQ~Ichj%=7$YIo5=G%U!%7!cjU0^1xf<(9R+-69vx$Zs$YL<1a$lE1i~JSo#M2WAHc z2Z-k|6bj|Ffio0$8ke0D0VUJT&G!UgHAd7-*Soz}uyZuMi4M42eUqYxFN5gVasfS& z@RAwUEZSHF$cOHD_@K?&bc;!)a~japWZ5kqZf;xRNZI00QTp-Y$JZSEB>+Nls@+!M z@cHp@uRaLE?mT6IBhKb(+6=_odE;;^l z=`n&8Kl9*Qu_Dm>^3E;aFAeBw4u9pAeaCLUV{=RVs`mDYpz1r8OvrZ_^_;~_+`o}y z7puwIT~~;%^2%B4M-!j(edqJJqEvM=+TEn9mQ?-l5PJy)&ts~#`3kSjFr8DZyLaB* z*a8sr4Sd&$TP8)e1>m1;pigVb6~>F7;4dcekypO|-fD2hq2`+d;E2YH+33C#y%&>> zSf5=0un2zec?md2?EZT$We%eT2M1EjhumCTB=n?%Cn_U+xFnBobX9&ui3v2g2kjv@1_959?b}O~M zNLRsj6dGU%y5N^!JC<%({zftAwSbe1wk!fvdPjpMx@~I?Ev>HZh!Q_sC*C`$4aAxk zTAJ8%n??A`*5!gMTOM}EAF7_br=>NxLz__QSI?B0mDyr1fijG6L}mz#dd$yR%-O7R z_~&^RE-&Kq?xL(dRT!1bD1!;h%?u}w+|y0|7z;uUi)9!33$+Rr>tWzuY?NBz8+|U% zf|VoPl+TwRzMj%AmlPu!=vP0oed2<$)cJEL`Zc0g^`#i2g ziuO&<8Baa86QCyB9++7-*l4KPR{&xl>#=5%bms0#odtQv2jK?b>`RTGI7N3&SXc)@ z@(RJaJy#Gmfq_IoD3d@h@H9*91_k%Qt_i$c=(8yylhS(=zFSE<8-#4kO06lV)#wG5 zbz{V?aN+Cgb6!hDP2>|mnc*TRckaoIh2?(ycth@RZyi9v0q_jeG+r~+3t0(d3}v0- zYoHWFqvPdOO*Us_H+Q9GJscRRtpA6l?~bRs|KD%ia!1mgBtj`8yF#*4$tq-TN!fdE zm5_w8_sDi|>^(yEIQBj^2glyq@A>|Ge}DA2@4`9G`~7}BU)S?`Uf1>VBBogC6j(kT z!5#VvXs~_vDad93ir}|jj!2b>&E&J0Uw{g%{O(;sPWe*ig{G$yHacTF&~IbVT)+Mssv_VhX^WbZ;yC9eW~lJbKYw<@+>wdmmaIA6^n*rswdTy7Xjy;t#&Ts(c*0S7Sm3b!(%9jh~;^9YATUJ z+fft{VHvokiri0}tByC@MoO)cR;%{3*;R8Bx>}x`?$3}yE{QC(S3NWiV~Nlkk>46< z0VK&@GWNSAn8{?k(&^xfwjTv&7#R5M2DQ@K+uQ5ny1sIlEN8_E?$?kTj< z#MnJ3y>{^QAb~F9E^Gb!8#CnBt|cg>$son9XROR-XSo2g1fPg`^On>M{990TbTqB= z0-cuAT&VF-E@JyjlniEET*{ zsV+dV+fdT+1sGw45_4=H!U4>dO&fo>%)&foBZ@%EAeTI*Hm@fFws39d zMFz>9kKtOWKD5pfu*oPWDu%$-OYt~85Qk39l2!*ETjaaozAu&Ib9()G#}}yat~6Wc z&dtqyu+OB%>9CVVV^fQKb`7zKH2l`f30VV`@pQn`MDZGBOKaH6|9_rbK(wibhsToi zfvytZ$8+EB^D&4iR7d5+>vwc+X$wPgNbSy&RM2m|_jX{Vglw%B8YL@TO!00Rux2xk z8pqi=IXP8A1Big``MA3LGkmz?&0b)c#tWY-Yy-va?$yrI-GqI6J=)HAEGap-%}e*c zTIZB5X+U#i<6VrbV`NPuTNkv^cv#EX>&~DD+J?K)I%V1X;js~rD$bLi2{&UWVT~z5 zXV+g~AX^1HE7%XBsIU4!Z=Ou|!h2Rg5~gLJrcHXwi->oJm%bDS`up{g@M7hccObb! z`J|xF$z^ryp!3||mkEk_VrROhEFJgWLlO<7*h4?3`&1+8Vy}Z1PV1WTdh$kX(MyMPRLpz@y;9_G7 z%&QOd5vl;ltHI5=Hb`sYb%O=hX)X>OZZAMgG{P|=3@hNtK4@2;2kHWTFm@ZjEh1ej zG?z*++C4qqlC1(PTfSP3kJ+nPuOmiU1E5`qt~is>@GIKjI_ zq6k3-jZmgmvuT#d$#(F#6OIOJSx<7X+U9mu`t~M_#GIkqi=jh9)f=F+H6G4S8FxQ2 z11rcv(;bh#+ZL6Hrzb}^Vhc%}$Esh&ID&8i0otvMC{4IR*nrdS=4KD9ZLm)z8TF@%&on2kf$7aBvVJDrY02)}d+y*L$!wR~-2Mi1iWirrw+rlp}k1~ML z3zWex`bB_todum;i7)z7-`pm-{p2+vDQzF@bZL+D8gDp`)tnxp%quru8LVeMgt0ex z@$$-T7k|S*fK^aX6B>HEaS>=GBVRKjKMU<3vuz9@`>MThm!M>*3=d>|GQhlzhfCfC z^(qrU;Zo6{b}u4hH#lNeNJWq}^zMfTxcDvGaVlZgQe?j}$ti0bj$PB_gzdKT!?V2! zG~6rx@Igo-LvZy~8vbPX6%hW8>fyU*zXByCc}$1ofbPl|DY0179Dw5bzdiZ!hi@|R z!r92Rf;Zr_Jo@cE0bfMJ_Srfy0pGM841Fy)_Wpc2?~Knb;fD75O`IT~Y!@ptbIY*U zYHGB3kA_9nT+A(q@Ck4}JJ~}3@z$y94SHr~NsG!2Z+fG@-~MwxS}BRG;RO=9+Xf?) z#uV?`Gn|(P+zbR+37NyQ`3w6O${r_7kGNgB nQQNZ*Rm(^}IZ67l9plS#;ettq zxg1UZE@==wLyV-N=KIR4)ZC_ebVw9<*q5f{lCZjMCX}u-iNV{TyP5y8fI$(Rwnq?1Ajgy1j-(VcXOf2!o> zPxr>fp@#_WHte$@V_FExiIo<76}YOkeasbzKRew!pUvVo1(alHh|RsFZt*+)P+mD9 z{0IoIa{7fGKqbu}!)T3USO+ef!`h7(av^}nftR%N9zYOBTAXvHCf@cbb&9zX$QR^> zNfst#Zx7^H+fgzo2ko7eVfAdZ9(~BQUmamc>Q1lqBn)*v8ziZDdzEi{T;R+`@?B14 zO6sg;rE$S<$gf{cZwab^j7SE9;Zj$%S<#|$SXfvNU{tA~oZI#(-dC#IiwKl#ir-&q zftr4mmI!DdJo!y`MfuKI-jl;^WehDghGJ?CxSXD!ZG^_p&V)xwjr^3+*n|#^5|gcg z6_^cW9BPe7vuixz95B$l4YNRwe5W@1Y_$^6puTinH>_>_&d0~A17-q6#vS~U@}7sa zR8GC?k16-wD=7{klx1h`V9Q?x^#b!5F|th-j@}xIPBpWE3v0Z$t`J>G&!{4FSakDw z5njBUZsg}40+;^le|r6??*Hk!yyzSX_}*ekE^RK64x}G}J@E-Fe;EC(y0-aTq5KV# znVV1N-S)65hFwf|@BX3u!#@ZVB)4AU71+dE%}Xd8|I?F@_y!$$gKHc7SoUJC4Tt&> zbc?w-cG8D3GFqgVe|`-G8RUUJR1b3SH|o|&5&&u+S6zQSoR(qk_i804zT*d9)4cg z^52373aPJu(eD7$_UEoD)J{8C`^F=MMp2JHN+pV-KYco9(3J99HJcADbpO?luHBVU z9;k8#60DCO%Y$>K3$6;-#MyD>1P8DMg@8pCegx}rc5<+~2POLJWiq6aAjFst=^bV0 z6zJy!Ny}=$sz>j?rpm_WH26_aP;CREV=vhnKiQjzXPON)=}HjI)F{cZUmMTv>r=$( zal=>uynJn=qZ%-PWLvklc3!CGW%H-WNsI?5s1=Gd=TS1@WhblJPfjxBs$!x5cEBff|CMXmh|uMp2O+1hz9 znlK2_Xow-Lb5vGnLp3tMBQKpTu=m&fsd9(0i=Cr{=4EPuB8T6kjmzYinVF*m)@nF1 z0S7~@CK&4><02gdS19`xb>p%0w}~{~oW)3OB0bu@(>FNrda!4XwXxK_FvGFFC~h{%NZL-K|0m%CPu;Jw!=Mk+mnQZ zDDcDoLjD}O3=_HSZ=`+yA(%M2MwNt4bN#K%uA%sDC*2TgRw~%V(Ga909YpK4UVYuG zGR}R92Uq-{8unqckwQuNPT%-Hf1UyJBFn0r1;7dw`hPSq5sC?R1Y}1^jv@7iG=SI@ zcr*rpMa_mJr;dn6FObFw0upS-0)-DHASANyL4SsVIIz{o^uqRd-wOF_EWce3bcPwg zeUq05e*5+>GJ8h)iF^0&&*AYX7?&cQoby7W&nzDAa$X$D-lu%)2FRs5K0K!Aid`A= zQ}NdEhy|k;Q*aCYnY_1aCp{DX!~5U#%mNkbeyN%Hzjy=XBqZ*`miY_}S=JykG(Hev zwOjA{uRlWzHS$l@bs0u}&OfVN)!BZijBzM+Sx-itm>P=I%?_tg8Q;IRmR&0af7vDN z0TnHNyPtVK$@0p^u-Ja|S_%Rz%|@#g&ayOS;h!2sy*eIvziBd=rN6!pXhdikl3I|+L*pL$ zm%;?LOV8$lA|t`7B_2~^(oZCBSye7(ZnLeLEU%ytTLOqcAu;%Ftgwyxl=yx6j4onX zDc)5|Tp+mL0*$1X{R*4mK%J0gvfgnjdkT?ia2GfPfEL85#h~(#< z(mftpPMxbVO4kWV=WQ>igT$a5*3cxssHo^tcajfO_!M9+ZtyDuQ&~4aOiHQ(!zbVY ziLNY3@O^#)`(bl)vtXMIzI@92cI&o<=<1A32hZS*@=oBG{)d@hbm3*MfBW$ViNxCU zx<=QNoxvR-M+7{zAuKK=#D-(t)%s2#Kvs%d(;>;9FA}!?UyuS|f&{Jwa!Se!MA^sE z{~@UCXchY3#PdmGIqo>&z`1PLJ)(r&%AxOt(K_*!CpUMF!dy(t=sLb|1Cq0{vI4_{ z9N^VW(?OtaABz}Nc$~RQ@@ZYL(eXQXPDwnIT|q5iI@U*`LVeKIF~GLcQ%qWJ?e2ci=YG;Tgp>bNRXYH2c% z-DcymGGfO;;_P2#Q5g{b6tb3cR8%J3#4qKmYtr%Xyg~f5FtlS~TmHs&X3rj${O8j- zEw`P}a);$xPD(KGz34zX0Y=vEaw8d){+Y=}xOWjRzw&U&_2L}B$Iy%U` zO#M~De4i`L<##+9?H;#N?}SM?p3tx`nak|&9G!S`gd`|!_Va9HFmcbuT$aFSF@=Yx zr2)T`4pT7b^z@3%u~M=8HwF1#znvj3#Ms1s``#1bvL$nD1t!_WRRQ9-N`iAN#9;Uj z6oyEl>R4uGoSjSa+(qEnLF`7A+2~KzT7Q4-FM-ENks{OY-&_9BO%{H{?+UiT#M0KEp7Gr$Ut_i2%^h3bt!!_MV3rK5WltAuAT zz<;b)GRkAt7#Nhy5zBAb_0h|tMeAp~2U($)(Ximz538SB^r)5()}8cxrb7=A$_Ji& zgxiLmhBYe=xMYO-46+5v_$I%AfhZNPc@}UYcwju9-l0W;2K zq{UfxK4zALcBeN_uL+qB2mz(@f30|XH1HIRGBFVbVfE0HAoLl25Iq?0ahib>6Cr7#He06vpVl-W0hdNnYl2Nr~1diZS^555$mi6E+m+g4(c zKTgRW(i6cqT{oxQWyDRTgf>5=Ym?&q()IN zEGx1}PZl^3=08Wrx}*h(@5?O!e38ktH8*zwfwtxK4>Ea#OUh^A0c}#}Re3Mw2T!ev zp)?>Wt0*CtVr1-ctR`?YTiNiQx!dXnuBg4E;|&OtUuq@$3AnF5ia&A*1~$PEcqZig z5sq`&gR{}b!NFlbq3;pJPQ(+SsM^BVdqLgjmzDR>=PFH52-!HR)T#q#8J=R+6?1Yh zAmIAc;Bj+bU*A1XZXj@B*3uau2{+sN(mq15XHk8>4>Yf&B;T5g-{I=wvdn8hZyXO7 zlzM7P&YwR|_0%%qf5YRkG6iIto^J4)o0&;!gC@0d6ek=eX6Fk@vBr>+#pM{m%C=ln zL!9CyXj5+mnF>nr!UPVNn@?ySuuQ7bTIeg5| z`UBL3bn7B*giH0Ky+`bA@fgjrn&2`t?%bzLh6WG?+KFgy7RWHg_A$`7EPbxMFSQ-} zGNB}%(Z5n>?QA1>mv$%xt#X`0c!?C$Z2wecqH8Y_F14Ynt=!GaT-V=)4+I0dJUbh+ z<=AibJCjDhVXHKSz+JF+eKP*#nKu_F=M0U%uGf@@k%Y{VSo)VOTalkUd=kx$IV_78K)mUxZ%ndP%cO!3Yz$Q}!z_A$ zAmIL->#Amfezr{|V`3uF)f|;~TEhgcaUu?}njjH`K(fKG>@%&cA+*IEp^c$`aQg(z zox&JMa1K2%-p8+{{8PnoA>M5xMc@6*6Z-CT{7(B{CQN}?e<&zAh6@akvAL9l1hQ|y z$Vtv_b&L<=40jqC{y||whWo&KH-pEWgo?WhAw2+KTW44R$J=>X)p>V0L)4R_)8rvb z5X>89WQ9@Wr~$}0s4+{XtvnmwlGzsA!DF`msghxg>EpuGWT_W@+1}MaO+z0E);`;U`-0Bai{Xh#E z5?OUb3M51f87=7#R;S#BDqfx5+IsQi3;KQAI~#8eC8n6}XR^ZJZo>WOjeO^_RT>5XC%kW!oz@!WG7VkS=G0@Kv6Kq{;|I z4G;mi?`KVccLrgimYm zZQ-1l@O|(hQOqMcoe*XPZWvUa0D}wy$8}B?3==#18@%*P+;lkRSs(kW_-BK(<6qSo*a%|I4S!O2~jvH+CrSa(hR!e#ksf& z3Uz1nv(+j@GmMO2lBFOq;|)g^B+kCKw|-!rT?Xchn{3A~0BLG05VQx~_|NINMa@}W zBUV6)J=!Kw_hXUu4nIWns}2v;)nAP+HXZE#Hsk!h?qdJyZ{OcpnpMi;fpfNTrJLVt zLo;0zU(Q-JFvYMHYT!;U`s@q%x{eeXF+^kI&;^5KFbq+jgVH{$|1h3+;p3C2KKf*@ z0BWK1nY8J?bp6`c&EqOp?!{ssTSlRxF1t>9dJgpr=CuBNCk;vx9H~PECCmIacDVM_ zOj96^*m-9as{u{1{kV4ihZZMKZ869S?m|$1M8qv*G*molu2AEC0*mN20|Ns&O5v?i zFr?ffb1D2lc5uswo&-@(3MoL|*33?u-YL#pp}P9a zzJj$0(_VI-l9#vS!o{a$)@yA-fx)*MgHBNeY%y+GVnV_^oz7^*E-%*<9@l+K*bH@$ z5i%e}WWit|-guL(arwBxP1|Noj&8z(3F`e3X;7#eNy3!?|UWsKHemeyf1 z(VM&x5v+SSh1ScjZWg;i={|9esxVVKbyfa5bneq8*wR9bIkmg+h_G~hU7LWAcVJ(1 zFnsCgU(ecfadfE|hVid)ZzpiIm0Ed>SrSDCtzgkq^{u`r+F&%4``P`-t{9ZH**Dpv zGPcynJ||4O@@^5j9rOB%9#r*;rLV5#>!wFyaS!e+0f4fWUJ&GGHmMiMAJBA-2tabu0r=hMGmy zP8hOMahuSU!*E{fpmC_$t>Pw!W;$SId{Uq=OLuZK&IT0Lz#Jl7060k&CA&~p1o!Gt zFc|iS%n+V~ld}v=O4auwt&>UTOb_LEyKt0+WROoq1)NBr&QTQB$J?vV@_6$rB>ujE zc$Gf{fqQi}WJLyR!YiX5aw2E^vJMcKNvY`D>J3_&_VS%*dgOQjwtlwh)m8JQu1+4w z;Y?$w4ba#fc-rn>mb-K34hi*BIYdhvC**PiWV!Pl7_KA-O5YzpY)?h#>68DC`gnWa zd^#|U(5nKgr7u8hrqffdg4PCYDI&W|4GFnXwbdy=#c!Lw^>RYT<0J((d?Zv2rjAY= z92UUHAlwj;t4bg`KLnb_7AAvXrS?GMm5$X^fvy61DSb>__T=Q`^}yh;u+)mxa%rGn zekRNNfA$-!J|W!R>w$pQ+ZMNSym67gj!jXp(>m_IrQzS6U>m48<`+MU*maoq#Q-{zzoxTtalk9}MSgWJ#pyW`LG9>WS zEWowqF&=t$w%15c0B2{ITdjyVBH<}P@$oS6U-~Y%7c0e|&EUbVP~~jLWBE)+jcs_O z@MAReep!0|HNkK;;Yqf}()TvPoBLu5t^N2LG&D(Vgd}nRWeW9h<||l-XX15%Ens$n z#2 zvKTpQsZ9FCcybhy!7s^IFgx*dS{-+5agkEJ+|>&~m5>e#dZF}7BwzYbI0hmk&3v-k zpx`qZw1AT#D#-76$ZKoI0dlG4FEl|A>&RAAScfzd;18~k(oL*aUA#wl{e3c zYkuZFfQ+4lRu*hi-4Gdm<3BY= z+^?R2C=)pErO35`3dG0fJa!hwmFVdFXIEEqAo6@9&!!|G{u_+NKT+|ro#HuJ2H+=m z@D{`|B~?{b{b_p)#@DIt!JsCo=^h9hUV)h+^Wzrd*UC<-@*s!PvC5Ac)io<+#irP| zc?}7z3;SymO9l1X1~8k>u!+s=tbeDh{%D{gS+a5?pk!@!B9B1FCxJvn&WP;o{|hF+5D>ni*f_Rq1q9lW7A{3-Wz;|JW71eGWq1}eI!U2dpI^wMZMfs_>fAr=UZP!`d z7j2+cOF3#>e?rAg0$z|t$o_RrXCx~4?9v1hveuFop8>~>ELlnJ5s!q^H#9aFtyRZx zyx=jpl&R-)wKHLKlbqEKqXkm#RvGPg@A5PEfs=WK!vOAFrl@-<|YYbUe)f1N#{?B)<#a7`9(}k z7zpJTw`7@6E+v~sIpx0_nCKTqDJRppnPO?b`(`_NT2 zgVF5y9HdEn)Nfi9f~QreysR{6X$D&VUm;}6{Cl%lcqj`$NOp<^!RWOg#5AnQsbgf9 zfj%RVveY%pdF6kKA5&JXSOmk!|4sW2q&cgSAw5gIySp1cYYn7C@=@5*3dh*g=77Ql z(H2{b(h4~n9`A2}csQh{#={p6=vJ%(Fyr$&RUw}9I-#!GQ`QLlQkS$d{6Ci+S zcqHXv%)e7d%o(E6lKuq_py`(_&_`m(R}_9H406`Acc*q}Y_heH_|F;3)wowD3?5HV z7;pOAVddJYiR7J`o_HF* z7ppV^P@=)?5wbNGU2m>}d=JRsVA6Qg`SWR+d~Z+T?3zbR3C&fXtqo!#A~xkN)~OG_ zt7A8U?*-yCm*-bjQuKZ`*}?lq7n=`il>{n6VDF|G#qHbZj0tx%XpC|By#_&c57;!} zZB$m&MMoSae}WBqi=e95bTpBxg*j74r1Ve1V9VE+$Q6aH5EMViIZht6_g03A28Wec z9B$UZ3qh)#3UbM?PN1VcpU2TO zz5QbvMUb;+u>x&qTpVq==`$T<3mSD;?#TpE23+&(iBd5*Lapc1`4f6cR+XHAI5$Gr zRFR!=XU!o4Im#$F!r4mZ2@@ytsbPHW0=S*=v!F?JLPFESq1^d#IJ45|r7 zH8Eg2M?;rQl~F~_!`pDpvXoKKj(-=LhjvNhS785vv1R{01So>a*JBK~$~$V@A5&H% zU@=IVg94>Y5`==rwvE8cySq7?9DG-zvfnw74FkjMuxT-|^RcyT4h1gxl@)E9DXM7b ze243(z5&Hy0UUV{5~Ep}rAGXpR=ofah<{R#fyEzT8 z=MXyufXWki{;j#Da612f>9VM{vI_Xe(f@(+z-pXV@S<^yvcVYh_B1aSxc| z)z1^We)7HqjxX3Vmy`#7iL-RRZZ-f>@xxA)4%)YdkxtVmtn~CRr>3UB8WX)$+2sZ1 zHN>8V(EnN$_KTUQ92U!}v8Kk3j*em7Y_`&}vc)A7dI03E>7al}cRx9Vw%Z`D*bMX_ z;C+}pzM6d(N>-;|edlUcf9{kASpv17WA0y3^cci~Y(-LHV?jhLb zNl27bRU_aZm47GvPl^U9d^A8fVChMvhxGql3)ZHvg4#{V@q*AdgcPP#zK{5+9k}cRz1)eIln|?Oa z3qiRb4BGUIv@L1C@5ewjGlr1`U)*CV{}gw0Xj~kJg~i$yTJ;h*CH?wCi&>EG?l9%p z6oL^#ip+Y|!*^FxB8F7q=%TV_E8@el zvY$9+2pb1qXTxDkyk)*^>^DI{!4PB^7_~V!NF`|a&bQ7K%xp_NWx>VfZG0jn&;fx~ zyrn5^^0F)NgUiPrAjj-0?(lLGL8`_%4-bOxm=agD>!r`I6$<};;UEkU12dNR5NA9|T+WQc6 zWFV3+0`}T~f)f!r0L=&jO4Me|%mFALwn6DB5d^bhl@DEQ#zibJgoeuil#BK+%rNpg zz$LUozCPTAk5U<$bFBAXWXepCSDS6-q>9#L$sW(7E**HREUuV&Jr;J zLALW!MjFd(+sPPdIQUCa%FoR%s|k31A&L{KHo(MrxleVMta)%5e)TzX(0#sY`V~AF z-4{s(6F|o^&u7ITDJybf>x%~lzF`m6f>e-xdqiS-`U9-%*8f!e-^q93XpC+x2W%+Q zECTI_%NK4x)rc1k&lL5%L<9!8PAxtPBanMw_)LoFdCa2rzGS1TBU6ofYeMPap;4a+l%XR) zPNPfL?|23cQx0DZyPT%$m+DwPX|%WZja&09%)kK(9sj9946uW}`k*JN*=6B5EJ^yg zkwvCl(;k`D*T?MzY*@4fbq-+bnk+@8mYR_fpGScRc-tl^aTJ&+l)KP*6APq(V1x+*P6t+1-B>~%01rW3rZe` z9*zN9u^^{fs+^;qbaF)6vaCPwmx=c6ibq8=jnK^u|L7-3s6EVITJu#ExgLV`%iH+x zPCb#}!QoMz2m(4TdD7u{YTtMFq_7q`oQaBwHKoG=G7x30siNcL1yk{usb&});@5vA zS=(@-j10e-(>Qs88$S@alzitz#8Kl|EJ#Ay zz$7)O<6`%jM~Y8GgjEIIo1^7oE6Ab_TmMpjc2eq_=eGT!;cb|~l0Pfe`_@tU*~&b| zsyg>`?xY4Ykrmk<5CQU031jm!ub6|t^eSmz4{ds8enuJTQ|;7m-)4{-1D!69sj3dh zXoW3G8e=PV4eL|c`TrwN>P^EmLz=z+?I&Gxo}3E3jC4}`Zm+f|*p!Xc)#E<(rNw)& zpBz;BpnUBiE;B}8&PG#Z|)|Jxv%VdDWfk3BToZ7f^&JBFa39|fqk{ANXZ0iSJ*$W zI-)gN9cw>SwO9ON)HplIZlH?y_dTL7rXOX8S)IE0B?IZ~lW;kW1&9 zV4=le*t&B-ufLl=t5@t*gT3*Ke;XJUGU>10;U8MKtoX)Bh~$?NkH3x65WeQ-=7n7O zsH9KMDjmFUGfK_YpSq8%3+NnI#FXd@k1Z%|Nw>D`8wcAz`Yz!8=2=GinLzclybd}< z{Ek})kIBH#(9i}@!--VyPZOKs4`O&5L6~%YrM2AK9sj|=fcMBv+YIQi^nT+IDTbV! z93FE_Tbs$|BdH94 zC8VYGI;d9mvZ5`_hnCJlK_Xla@4F9sXatB2x|>=-3Y!a!5Xj)4+RXo`y{4zfYVCjP z(HC&sdctQZHXVMyt%tf|_exxxcgfxB+H-C#-^S8}!KnhK^ATev5(U`3{e<&hy?rbf zVyr|t^^Qhj`iyztjH`KA-+%x9y-s#pT345@v$L~sXHRb&>+oM6)^cL+&eP^rrIDH= zQBiEENoOqF$pMS8zmO|@`7&Q;L#1G4Rpl*V*9WBI9y+m~Gm>XNxN9DBB_^gxNXfj) zR-Rc{kT|kG&*RRjuBNs*@O#i?IVnB;+r+7ACs68Fzkbi+F!2+5$+|nZLflN=K4!W->t6xuc2IbebwN zxH4{_;UU6J^>5&}yFBdvA3bs=bNF~DlC#>n=w8^0qQ8G93b;hb^?pB>Y6WbWm#Y-l z&%Ilp{LKCs*VEV-g^PFdP9~NtZ;&7(!)&z$O*l?gyF?YP#X>J|I)O4Ebyg%k^Admg zGbreN-Kf^af}-IeFPf6kc{eg`z0#B}rmpU}yVjuq zlS~Z#^s*WY3(NY}4nyvXyL)3oC9jU8I^2$p0^BRtYYeRH?4}fljH-{9Zp(OiB`UH+ zK6biJ9GA(D>*<=Y{ySWdrM*Q8HUN4CCVY;F^776V%KQ{Gp5Q}Mf00{OM#0R&(TL4nIyPZt5{F-Gp)c=+ zwEd{zsDmNJdaP!fLr!W0x77v0t2DZ}9PHUJP%zS`@8&Xj=+ly?7pFS6jTB(%EmN&@ z>PSpyI|xtyZIM%CA%{W8G-S{>)hEqQ2F?$)sGaN(La$B2BXlWo=H#yPz%^+y^02D!++G&ujS>hiw96Ya!#p9HSA3#fsYP1 zHV96Q;(au53x|mx91W+l%l@{ox*Cw3%?>xf+4COAP<0_lgPxHw-)!^=bZ@WTy}Jw6 zcLPv#UZH-v{ykgy{?}{I$C@*JszAK?gUDrWZtfANI{{5A)BXIZG7}OKmjAv%>bvxJ zyoKpM#KhA2V^2u77;_%jXGb`V+MZL+(o7+ChM9&b%;?|ex@o#zkPbV&^yddIHTnXIe`pPUK9wP|3+(aXPM)P!EL9mS=7r2=(8BskWnwljWI^ z&CUgKo7ISh;q(&F@G&lLN2+^jXU9;N;Z_AUjI?%!S8ojkFx~O^CT8LB5~?ATN8Q%s z%WqauQYrUx-Oh>iXJ!`d?!y0m(iZT41tmJ~+!(j>SM%Sc85zs~?4GEWWpccIJJJHj zgY70OG(E%an7LLunVz2TjEKJyBcryy&dMqs=eRApyi!P3cY}x^mj9CVQI?VG-VEAw zsIVbDAv`jY`SZ#}0FM1y4hMQUZDH90&CTs~6KE1rp@*`(5^xG~>o;9b&>iSD<+zzn zTC^vh7VBMVardbZj&CNEqj~ZY7+9#GI zD!^578Gd0J{=&2uKD#kBKmU^Yg`cxLtFj^ScBN_?icxuMm8X68!|~7~|ENlJxa%ur z_D#cOEuNf{K6S8-{)eDZqG8k*BLj{(sU>DKU+yDnQpAO zspbWb)1s*4Sw-v$MNm-L&yd&d?&k~iU(c0@oK6pIWQxvhZd%Lu#Lt}s)=Y*{#MSon zOn+ag`ThHgh)T{>bN37nqYDm4an0(<_jH>_?a>0!tJv)`j*qz6g+qwKX&G*|$vSnZ zTD8~ExQ#svjDMPPth_Z*lWg4k0W$?-MYDgN zQjm!o88O3nXqMu}dcT7R$iFixuq~1Tx`RV|(kWUly9M@GM(j#L_Or;?;I_zhiB#Fx z=E=`I7~i=$+!pRTPmG|Q`r6^xm|sk5mBdiwzqF+e99OSibw+Jo*PcP>Y0(I>%AH_tyd`J9obg%WxQHA&zb4FK!ZvGpv-Kvk0oAWndtTfcWNmk2Gf;Km(QPHfJM%xS$eI@8x`j?PYI*y zW^g(B1qPBTq$;|R3OjEqaFAt1joU-2$Ss&1FbE07f`fSj+}Kl~o2n3c`ZNOM>{}qw$9FO@hf0A>Q&K|W z9VSkwJx-{iaeoG2Wjkn}`8-Yq;j@c?04AH`gQBu>Be=L^6%}uQJEI(z!MC$KOa>$C z>({SGfMT|L6vRE>fCenEnt6qM2n3N<4Vpt_2Af9ll}|8HP_uAt|NHmr!4|FnIG1AZ z^WGP{MM2R7dU{!7<9>&!rI?r)$K7EAwNgtunB?;TI!0Ut&SpVDK>!@DKqkgOMfGFX z4~9I;$H%VbRXfV?6);%RIgIH#5*z}kpIlk#02>s_MF`+W85qf!+1VSg*jNzVloY4s z$ZX*-2H0{th(wD6b5sQEe{vSq$?DnqkO=~%Uyk#~6SqTKB;E?L)SQ5AQ3W^R>V87E zAu_i)0L{(q{;t8iXsBf5rzj-y)t8vp(Ko-oS~xO8WxmT;Bp*0zM?o4HB4l{yImf`iwU zb{B|s++vez54SR}Unf(`-*&inKWTqkuRgeN@VF{0P~_xCe*WVsd_h40pJw*7EQ7{H z4+Td! z;jN&jRIaZ}EXAKcztI2uOj@Ek895_7#cZ@5Jt8DP> zCF?a5+I_?tFzzgHYI_1F^woyPdq`nuMUTtgGazy_?YZnN9B1w^hWx9K&sK+u4!5yY z(+-|@LCbyew9zfFD#q9M@*R&|K5z{5RS3f}0HeY+`@<_D?q?*O*&HH-@$G17cfFZZ z4-;2L(A@g|_;qIR>2v+b1931+f9VW@#WnU`(h<|c!HIi3lkGG((FhpQ} zT>S5_gsExP!PF?{LXVoqMofbU=bRt9ItBI&fwhQ+vpA>g=U7=;cbE6~z6*PgCCv+`zIn#2(LbJ8_-nd(D_ZV``A8y@WN$hUwwyzJ5}?Rr_X~{{q%L; zcJu6{OdB5{lgl#?T&%;ASq&HmSg&ty0)KoWA}m~8D~ev4${P8i-M?1<6DaO$Al2Es zU)Ry$4}nhwhTZp|q5YzsJrB7hF+wh3pu!=CYV<0Ay5)YLV9)f$(C7cs{q^sZ8!|cA zoO2E)VVRqsw{D_wkZ49xE{_yNqpJ^!)%F&brrSGsDRahq6pwb-n1qC~2Sy1=ss2WE zC#la?`)_nN#mi}H%ZwJE3O+fTqPoZpnBM1(^QRR7`|Gs-)wXoWl{;`z3w9fFyKZg} z4!&+i^$0m&-zFIc07!E;bA3wopQJgBXj}lz2;QrbWmr|C7cEO_zdA14?5ogmefx3P z^Ta=6V?U;YuIK05L{-+bl9Sq4UqPSRm9dW&qPYDjc{C|DGjpVI0Yjss|HWIzO;2CP zo@&4+*FQ>OQC47@Ft+U3O!#~>(tgk`J2|zSH#hpt7>Q@$!Fx|<;_12vS)a1W5YF4xZ7A?AG;hw4V_t1 zw;>?Lrp7lKWhR|j>T5Gw=<2lJzb_CI+l*;yeUnXBSDat(zV=&hrlq<0Ws3aN%!*ju z0de^!C2ehCh@ShgdSGwIPmAuy=I6icKml z{hB;`qxx(^Mf-R{p(y8>>VzITCpY&S2zP82njZzk3pQ+Lkl7`+x8~k`hK>`Z7PS34 zc_P}YGjm`3g{{){^VG{L{~F?Dp+CXBpKfl?s!*3z(8iP_*z$`u$-2%JM)a%jUrGWR0GQX>w`4p{m{(9b%Xss4@b< zvJfdX6{@05CoCKXR2&T%85snHzhwypj%a~#+IDRm`))4j@XGBcR}2gcAmlVc$mI#t z`@gldpCR(*=g*&iO08ywAkSm`LkvFF$A=KUIQ!@G#Y&JS97A;jlfh^3_Fbc;m4TKK z)EY5DCS(7Mmb(IKLB0ne*&t{r_k9BqaL^m;>vzGgy$7b^r$3u$U0z#^LP(hv$U9F@ z_H>Y#BZzHs0cZE~*RQWY(u1O+BE+JoAdzQ`dj-Pq@|D{?(v^^Ba17wXbi6VWbb-_J z^RF~DsbR=c{#~XY`6W7&rHx&sl=V!B~a%ec|s8%p=O4}c7aQd&ta7sf<;d_dO(N=lb)pefF(i2L<~oQ!Cumvsl@u_%a^BC(_d?k;&@DMLQAg; z{;f*z{~trj3yh1&rKP1iVZQ@Rm71CgAK)TIc;-ZCm9r7k7?>^#AWiCj#(#$tND}xJ z5%KSz@8qn;B+kq?h>-ACBvlLEp&5h00cr;En(oJs4TuU-FDNXJjh!9&og6`M_0)FZ z8hrQ^nDXr(9fA7sm7(DSUteE{pAxDBqigvJ1d%v`z}g86g1!L(`jBaCiyt6yad81S zF9kC|j;!HZ=;}ijaP#wmOmz(Y`_H9IJrGCtUQh2bF>z8>))ffG(E3Bx#a<09T`fFb z2tfla@ziHR+637<^?u}+>Ao6j&qW=wR?OcpM0q+^+!Ah*k1lAr?3%Ct2%4ijt)ut) z@;0wKM(d-~7c4n$QuG}OG(}WDNdvTA^{TlIdKy5;SbDo6^$wV-Hvg>kTu1BWEi6Q+ z&X2osE-o$>74zBd|0^DFskbE1y=WJ(o9q4tQ~8!N3^@@5n4r5gpPiiAFYK*k)HYzo z=DOlfH3-2cc=p4tY>f^AI~MXAH#fVE#qlwLdw8^T*zllbq=!Nl6{Dva-Gf$|h7+#sFWe?YKzpuCZwo+jNvl?GaUQ=fD4c9q%^f zQ^n_94X=|@IV?S%ZX+HpIeXUcrlvaC+vo!ps{H&yG8GBW&cBn|(&$#!8N+I5)DE zn{aabZAN-&go3WY!gx`^c%ACNfHF{B*W-UmSX)1a3f9ioilW;eveLS1GX2%+3Jre* zgbC*A_UgMI?C>^@b4PW?7AlQu>uf(cI3RFzcDCFb6Ocpk9B<;`0`xlKV@dZnw*sju zF(#k?sd`zETTmpLA`jX}QDyr8^N-u}L3WG8iSijCKPg7~H(6L6nL}IoRjwtA2wYIi<(k^}t*Vc(W zYU!vNO8)%4aRJNvZAD-&e?FdM_5%)D+IQ46%lL_|PufDBPwfRm$P&{I+&9oas*G+3 z+r@CBuAuvrvfIi+$$%GbX>K>|ekZH0e(B@foGLs>S7tvK{|T(noMoY2I6u z3CoQUV}ZeodVXJ%QT|qZV)vT2x?KGSko!6CK??E*$8BpZHQb^?_wNV8 z)a3D6&S+j<@%(#jS`jww-*}Co#cyCxV9z^~ED2~D?+lA>`q76f1XWG#=$eO=lM`R0 z+Hj08*;^BWy51>+M?5?qcYkDT|GSi_;>LcTOL|S&T%1D6@#W{EmW`Fst_S5W1 zNl77>@#QPABxRJ^E{-M6{e5*UMjkNGqr46H(4RAc87HTwHSul(JMJ)on?v`HNZx=s zlFw?52DeVE|U|8)SEHX!Kb zSVBw7{~t@=8At{D{!gJHsT5_VLLqx(ha$VIW6$iJJx_%^$xO0$cJ@9TG9r8Lz4so+ z_P@^e_kZEV^HezNzCYJzT`zXmdV_D1P;@dRAX6-M+mwRIJv^9H&vOW&9oTi}Up>aa zFei>J{AYYEneN3)fP3(`fWb{2=(5)iKKp==kAGunGD2K3=$)Ec!!qY>)QSx)gV?+5 z{-@#6pHa^GqX*h08|lyT?4+cgSqvg_f`-`hsW2TeDTH0dCW~9GJx1J&zAEM|tLh1V zoU8(^na)ovl}RHJci$Q``0p*G88b%@z z#B)TZG9Dft8+46Ae^9Q3C*p&H!yKH1)4-2C=HdBi1%pd55dJ^mhW3a59~EPb`U-|- zV^1x_DCoisSV0(u)_RDwzHnN*53;WyxS|F3y2Ps>s*0V8I5`cW-4?i_5C~sHgC!Ww znm1BXqM6EfZr%C=K5JKi5$2}^N{rzifD<6C<_|1d0=R6FS>!y5N=p}@WQ@C9TP8}t znFTCF3((z0&&(`qGX{m(aX^l7>izjhJ_-$Nu~6=_1+9(Pq{?S+?`t;)JD66~ zA`yr|37ayAq+z?=KuDH&^X4kx$&UxF*x&d8$Sbv0a&mGcu`@;CQVsxl*%6RUvgJQs)$gDBb;H+gw!tb!AWwx(hA3-`o?1R8+W z?-x7b0LY1q0TJi0@+zDGjbb zaQd}vB2AgXvii+Inw5zo=>^a2)2B}pRhSqys%D)aqUWulT^sxjX^e?SqnwZzMWqs5 ztJ!%q-Ex$rB_;F0sWnTCNgWltH|gb~atX_r-DbHZ0`KSYBH?L@fk3*lO+s(FoY6qQ z=+@586W|gje?Dh;Eabhcl>RoR<=RplzmwibaVDPQri8RKBaO#lD9bH`GR$4iM&EWdPr#1HLFZ-9$mmIrfvte+?z*$%q=?s%Sie_9}8{h~N9p;OEoROFO%Sw)T$m825b`fzG>zSI>DI{c33i@| z+PbRaW|Wk>G6un$|AM}z0@9P04?5lHCB_ll9V0~HzzPF+yd`hSE=EWjF0H>h{QmvU zMznw=Sv<^xC2f(yfjk7HVL9!vzQa*8udkTPV0LD!(z5obUNY;m&gElF9K0(;AjmpwdN|#-TN>9McYD|FIa~BMn*m0T>5U7s(z7a|*3nw8grj?Mjx^0_; z0gh^qi+Y0z&y#kIlis0O1$#_NAu7Q>TQz`2Iwy%HhKtMLCa)@IIi%x$@=7TP4&HnQJDYo4HsFG zJK|EbU%t!Tn|$^03KJ=_8jk6O@PKNPMvf|$_3ua+Wa+~m6+NXn z=PzoZyu#u2Gc9fHBWON!EW;-t;P5(iLD#H;qtydkH8|J-SWT0n>|tbvu2`~DZJQIW zRY6g9mceT82!*d$5@8%Qd`dM;YikMqa#PIl$ttxiwNdx$+E`+lw| z3XL=+i=AKv|EKv)2Y+gTJ>><(gTEC^_nkI}B^TwXfZ?2elYdaP*vcx{6jD24-(+pg zB3Lrzdaxk^SHd-jMM`Y$YS4 zg1_AbhU?kCy?*)1IOIQuAPa!mgxJzZl?B_fcWL zOID>vYCO|3dLDVqMWXfiiq`Ay{{BFiD?#DUDv?W=KwF^KHI(@(@^*YQ#8u*B;a38T z#*^_#Qb{hBEvPQ}(M>Ah#sh8l;R1IWs>`G7E^m=2C$k~~*i@fn}5w_lL$lS3cthuTSRmk9jG@0dE;<}cQsY%Bmd26mrm zzl5I#Ha3zM)#&>iE{U}(7A2Wp$wwN9!O!gdD%A)ats5Sy7vqI-Lhi%^bI(YgdDU?vVrO13 z12lXRm&D!LaWFae#w-PyIF**}K`?>rcXKWS^U$3W%#Ooi&~RBl{EWX*H`gy;6-W`% zRn+~98sNc$kJg0GcWJ_|H$g7m@TR_Gx z4Y`bza0}|!kB^6+EVQ$m*ST12M$9sZIo5Vepg-@4iQ>cwIR5Et@B!)+-J<Vfo8oFEl&T*vW5|7>?_lxIm|0`%UrJAb9?!Lf< zW(4l!CP3e$fkXuGf5)=XFXC4j{F!p`BuSVQTLQ9$&8@7P>&!3(2Zy+&1e*ry@kGDJ zi*O|w5L$6swk0;c1VmWy_8bxK=yR@yX6plB3jO(rqKjcruq>K|!JVbVmlK zr?(ek-haBgL!H(~`YZm^0w+J8bMASkaWJ*eAs{md*FJgvJPXXcdmsSF`*Ku`wd zqbKF?Wj<~Lz-1ME0sNST4I!EKQZhlShv}!<_^F0mdBF{T>N*4};=uvB7sc_e^Uh#4+Jqb<5~6;1=wzFALT z16>cNM`}bUIH2p3UN)mrx)jJ0*6PDY7blY!;N_y_GC zso*dKH~o0QRP7a-Ir#c*PXk^?6G(QwH!`w=Wf{M7a?Bv`RV$?yj^#ShoicRb8#~yX zRPgW+)UF)R*-i%j1BkfrYb5lyC@5sW&jVLu?!M65Oxgrq1_lPo3i>v{FG3J)J2F#65$?f$_*giUu#i|zV+z|kp8qT9fgVy_yY+bY2A1co6O*M4C> z2dHd-(=f2er1N`3gdbFbO+3SuyWu)HIFwf4PGK2N#*DN*x;7c{zv#{pz({oxL^MA zWIN7p^qhWF><1%}x;qEQMhD5So% zrzCjrN`*VcXZI_2sr`o!bEA3HiB_6OG){zc>P#AY$~6JcFZYmUol1}(us;{OQ*A|l z;R)}K?KzTQyV2rI)T*H1*w^6T#YNq$1${dD_?iW8okXHR&#j5dVw8jR*l6oFV1y$P zq}6E_hSt^{brHJn`~GG5qIF!C@!=#Fn@F`c3K#wSrM!wG6u}wvfRF#hR>!E#oj$br zrvt3lmzcNai^Jxuh>jdxjl7mwUFdMQBQ!ol^U z^xO*uvZbsCQ7ROxyu6&f+BN}ob&n*1$(uWCm}z-fg1`t^eSEA5Pp=h@tn$8sFEx+D zRS}ll>%~<39`P#I%;09@cFBvj5_HD9q zuA6aXP?Kn$o9>Mk!c007@6vc)>QZHtk&>!~tw(xDa`#iS4KGmeJv7P|M)PVKnll$R zyFi3pUn@?iY)Q<_Mc%wgAR-Ap6CS6_i>OxKNv`N7>ZrUy<25-$wMr){+9m}s9jH|s z(B)MfR@F8+rmC>w-3Edm2)jmzbi9PEEPJGH3i8>i^akL%&e432-7(dcAW|a{Q*Pcg zoFwiyP=2;kAq86paQXQ7#vtQCF#4@A`!~y?o4RnKqlJy|(USH+&gh#6mbePffj#ok z>b)8J(}Gjh>pQy@o=)xfmqdp7**wj?^N*%*>R{=a;loDdr>}w1EQY zXq@ub_wQL4_l?v`Pltz9te7&hd`&Mji|xr-h*edC>=D8`zG5e3lAwFF)7a*h)i}8C zSKMw~|Np=U<-FcjN>$0{@g(xvY$MldH8E9pZuwx5`#Qsh&E5a=)m-kX_B?^DT8U@L zJJ8dJlMmw)DX|+AIC46!C}Z1!U0bbsZh;MBl?7S>drL}lEF4>b(O<4^ zQz1Y@UdI)hHb4`VO%O&)l;pytunl2Su-7&L`mvyTa~qC?SG(@(C4+3h?rhKeegFPF zo5cV#_Acy$zvX~x3@>S(!QU5 zoLHQ7I~*rkEK~WzN!#)b@~&XO54NWb&pKYc`au8ad+B-gm_3GS=m9%!VNZzY*>X?C zV_?h|w?c2RJfSNxn4h#9t^QWI&^CaNf1U7~!{`e>z5!~>a%C{j;Z7$vJ}vK~377sV zL#5)$Xv4|fA1};Ue)pA9rgCJIcAVi3is+)yXp{x#bmXur8*ximc*4cCe0TS|$W;NV z?kUgGea!qk8EO8-)a{#;{9@A5{w7KX)2)_Hjb`ZAj}pcg{c=lgf1H}dk`&p+aY#D#0GI}}k8zr~|c zGN_oNs-&ayDJp8aX$n64XmeMz`#=>9*`n&B|VokQ;p7u z@@~PYkNz6c{yJ3=MuR4|CZ2N(0Q9}TneqpL820IiBSPTj1gEE)3wb` zFW-H-lJjH!eYQ}-5AC-nV)t0(qnemns~-vO+?@_hf6I7JkmHCN}qv@x(1vn;Lurl5ay;mcqlsb2Q^>c!)*zUIx~n2L=W}cC$Zjdw|o^)4OM_AT2)- z^JXH?rrkf{@|C?oeDn+};SSLAHz@^wRjzGpbWjzUJXlL$uc6X)n?`bXq&jY+rriUm#x@k)OiA} z&EQE$)V57B^m_^A9UabXEgflKXBSoZ&Z_&ekgrArmL$Amom0t#(pMCC7NCzqr;9M7 zNcs)9lH4M~h+-!#{J}5|qn_(p_mSXPn?26jaAoi;gM82941u4j`w2>BWVb&0`BmoH zfWb!ppe;-9Pg1=~f0eAP?EM${$Ux6xpH?yosm=`d+OiS&w+e`;mbShhIzri`zCazO zxx-K1>hFlFjJ~_)pHs?aUQ^9Y#!s%6bH^FTX{qLBxBkJKssa)qIKO1oQpvQ4U{TXh zTN0}%u-h&n`2By^5>D0DsXc+XPIzvE9pB0rpZ31s#|q~OvwUrc);nx|EjQ0w?jOif z=|9}>NtFSGwp*n$R|~HXf?<01T41?BEcBBTcBu~PK$m%KO-XaJis7AbmGRX=STOlg z^WJtpqD19mA&ZLnrJ)+62;4n_+YKb#!oA7XbP=Raxj6IG-@fnrPd|X1{r7;Crn~!g zjY<6P{e#Ji!!SU)q}8XVDlzt|>QnUfe+tgf&ZJ-vzKL!cLTi#$Un~%gUod$dce{fw z7!xBg`1?+@+p@c!Oq>l$16Z$rC2hbejh@Z*)vVd3HZGrCW(t5(5mPXmrJ z*WGqrtQiEF&PqyIpFNv~vLZv+kAnj{&(bEc-84nfP) zhlNd8hay<=G_FiDlA!u)o?fSgPux5j=nx3sE;G7AF#>lNJFJtv=K9q_-rBnVi77~m zKm3mwS}2M%4gw!BDY@76!bS}}SGSy>+OLZP6)YCU*u%_}=nFUhh(ZMawSz3>rLdF~@2>JHN~aWTkw#dcZ(felbx|OlVqt&E448 zIN&}{g`GOAYpaOCWgp2DL1zQULi;}2z9Pds!0pEYhdLcqz0{OWx^ z0fAMWDNDuSzm2*#xX@4lW6)cvN!QC)B zH`88Ryglk$paq9a9VzP0x>BU_?phrK=P%-Wbgp;WV5-luGt-MA}R6X_#a zX;IP91{Q`X*L3C6M_;G^KS)8c&GZ}YdeH95!GBo zACog6G^L7F9(M@w9PHmsF3^ZlQ&Q6yOSFljm%jIye_!uaI&}uOc_HD>zqXqHF5%}` zuGnLXfH`Wzce@F{&1$xwF#dr&hkk zwDY0J)plll&r}InF2K%rJ6zf~MdfUfTJ~YR-={rz@K*x=&oW?*EL8YAm<+R#j{A0KOO_$3*x3ytq|BQ^K9>a{v4Yg&h@z|b6FrQBg{ALc+6f^;^!*8`Dq8>^SyYD@P9NMV`Q!*!b zR<`RqiJCGM9y>LXRJ6&cwXq5r%mua3XLDr%a<;@8mOlHL_kdrA-8PpWOM3Gmr!Reh z3zL3aLq!FpU5Ud1RUIcBZ?y}K*%dRDXI8RAB-wchdq;O}^EgGGz< zBbS6{Q^LZAq~3`WXoJ?ulNvkaT4#2!$pJJu%~{UtOTN*peLEw%ME#4KK>6#y9vK55#BvVGOlLRjO8tmH=ou*PkB>k^Dl^O`r=b1gIXBq@ z06?5WrOC-+yp0PR8yd3*tLhhCo=g3l{~6LU9GJi~Kt zLq|YuU|MG%ahdS`TuR``V#&+TI?2NhnkUWqe zVPL|6-N2w9Io=XJLPHKFMOc;dprjo({nP<%A`QR`dW2?SwVZh~%gpq2t&)P!U$9y! zz=a0R_D5h>heZ-VX8f0)&H$PySm?#X#nlVnUuz07Lq2tNci)B8F#Q!5uqKaeC0e2`aL8b3w){?xYLi#4L7UzjpMSdzeY1Ee6B>jSjE4Sl~=Bg zzN9LH)q2yqA8%uJXNy>C9t+ck_7(3D_|h0bnZe6^U{+IMS(nVIS%^g1wzjvE@1V3ak-F3|;L!KD;Jj^;0w(LR^2CUq@~`9J)4^bMHPqJ^jp&fe zHoon|9}E9|d1|bs{L^K_la&S4ef58xtcm&gw?H2ncl0LMGwQ-w&r*H;`mZ2n#zNv? zgbgA>g(3*ME!+GJ)WAeMmg56106AduNI)Q63S*bU?=g43hE+F{aP0;EP;aWeB*+{< zH>ADmU&*p}$Zu+EQzi?Mv6w2z{lG2M_2r|vre|s4r9`Kg5plEjq@)wxGPasx?S4b> z=Mf-0EIksk4y-hqys||U{`Qxefv}+f`(uHeorlcW^>4*Y0R;GtnMER9dxPcWi}UW1 z%`W!0HYXVw_HGeqbQO7j({beeceIS~Aw>@4&TiHW4v!5$-oN$NIz z0mdh6D_<5ubX`UolG3lpV4K~u>AB{&a6-%*OF2 zR5%j?B#{IhHYn}~aTv|7i-dZw@e5cv*baJfo^z!}jzmiL(t&=))7Mf`Us(dc+3Dx) zUC+IJs%@jC&E)-d5yY^PFT3Q7Eb^76NinPaL?V3r{8O8YGP0JGv;fY_oOe}KMLux( z0C=zW#y|R4Dd=R2d>XU9{Zc}0CnhUZ@rj<5ncdKE+zkmfOAiGZnK1#vh^o> zKT2f}E)Py!S(0vTZ8dBqT{kZU!((<4o~0uRz3dbmV)%M+GCil>yM&FGU%PQ*F3KdH z7PJ{Syb8>E>2WMAE#Vk(3%`W}4LI3k6IpTq8~I#!oaH^NRa%( z!Wm$fjKFY-^|;>Ixik3W!ki&f!Ou^oD;xI%>w?{3hEvEdwqX0lC$8nN$VF5)_ooTj=SDN=gtjCm#Abb4q=y>VUt>NKg6>G*T$>6FC7>NiB za&}JU%=@yV09SbN0WiRWbX)i z?Tew&&@lHClJ~M!WBH zqU3zy_`Yf6R6A&&Etv350h6F(6tFv}RE zwfy=SMB=ySdOMe%lP;{Rh;>p6nNC(y-M(!yTv#&SNiu<)6!M`Ikq2lR6{Rk?)#X7i z->3Rct!RNp+vu)^g@tivWKx-x*QfJri?)V~pCOQ0sSg&G*V3xm;D@^mPQ2GA2O}*u zU|{c6S&qqwsjQ>`Ar|#F>U-`dX#qf*2p!Kj2uZBuf<*`LnLMs6V3Y)>9C47kgKU+kX*VlN1`Cy zzFyW@*WCOSY(UFsg^fxClCm%{ar&F+B{fan&7-31?qDWIEtaQj3z}bqp_$o&{@2{x zTm$5AhQVS8W_J%5H1}2qgCSe^a?lt$UQriUu3Xt2(6qrF=?nq?I>hKICWP15*2=-! z?HB>B#Q*-U=HUq)-8SGRY^r%}ZSBAR{+j}kXevxWxZ9I@5IT=i5@7!$IO?x_gtCL3 zKBaag%6W;|jRpUR^ebTEyCy&-UzQu^SeBZa&bg8nt@4{?Fw^iM@_ajc!m$#wcDZ=g z7%}?a?fU<|1{$uGQngd>Wu58>y7m1t9^Wjf!{+r#1v?<1Gp*%t1J~-zg2?V*eLQT^ z>nyZ*&*APLu-*;*u9R|O*`WT zRlsS%+PaC#yr7z=HR1_lOO7@LazPA06o z3XGiC9*;uEe2(KapSG%w+BrEHgGz)g-jI-6@PcJ8Ab(*yJ?Ow?H6+8J07W2Bp)n7; zE;9-OQ&Jwoy4Wk&U?v#kA(SqQc>UWAsS9A9JT(IgCGF+~Vc9YE3sFfiL!gSzQl1yP z6tR1-1Fa2MrijP-G@_Zr#;R1s_nZl&)2^&=lE;3;-9o(Jusk~O(|yXy+EhCc6k5NZ zy~cR=I^ZEbB<)x9$;~d#42qvWM`}BV%JHgoPnljvFoxYve*4tc!Qmlz8~^+74FU05 zItB$kg5BYWNp^$7TLcH2DZHYBb1qL)Q;nY9y$(Rr5tzir-FA#f(%Yvlb4l)w;pK2Z z>LM{D@f+4-9Ov}tTWZF}JfZKpaa`OH>#J$(kFVY26E#-l5n<7(ixn`QdHX#77a$Ob z_X3ykw^0N6a$= zF|*vP?Tza1Q!LjqjPfKilpq=$hmO=*XOVM_MLeX90`a4iWIopwuI6W%F69;qL5p)b z@3%W;9BF^Fg0(-Ek_zJGGgH$kZn)v!TwR%utoXoFNl@lHl28wYJ=j!IRGC~i;WN0G zZqjt;dJLgPR@KOS#XfzNeqDh|o+yQIc8Vm%dTpXCVQ2^s_7F9J8u5U`6vy*qudc0a z%VxHxhXYE-8z;`LICd5#BoNmV5IrHni4kEC)99`+OX#(ug z(8$RB5>IhoKZGxzO$9#;14-{Ujy5tIf{}7B#60FZ6yXSe)otgx@(2xAvBse+pC)ii83vJn<{U zY~}(Cl2_pRbZGLPWl&hAYBe`BNJf6HDKA&cs~ey9gf8DlLXSxzTE*VO>xjC?z;toI zoi2=a%ZC=k@x*Efw&R{x?^_S{4VJ5v_PF*rRvU9n+?dqC?l^AGyB7iO;{oYrcO>qq&>-Tspjx-z?L z>Qb0oV9@jZg&jQ}i1%L{myA7h^Flx^0H*=8r^IV-aeDB;Kf9NWW6#6kucV*u2rwT_Uh)r1&r(#i7lh1eRk_?25Lo}L>)c)urr8+GIdrgN zk9Kl$@_=1`V_u8e;0OqVoFY^{s2IjnE=)AT%HX|RSg+A5Kqh3ha@V*cQpW}vM;W(b z)q4wpqCo(U;5n@Uu_iC|)62#S#*UVD>nggjyf)O(g8K_3et_UbF53p;Gy)AkoqUYb?DXt_MK#w|Y_9JatG$FPzzj>zH}) zO{udk&9BVVQI&Phfu;Yqqo%J|?dNpr!OC37Xa>gcTxK($+ag`I7Y8#)&|i_WmKGI@ za>IiF<1=?1K9h%uR;?zNa_J!_r{_MqAYP6t@0-l{bW)}9WQi_%yhuT$WtLFq2{(6O z`ZbCIF3`I+8%a+-CyW#GpP11ypE|g5RgT6sgvJO?;=30yE z>vFQP0iOl{8`CV&O;NP=_lIK*QXmdPr0E(l@gn?fAaJy_w3hlZNx;@=xz#WPcU$Ibz>JqO{ShNdPUWj_J{gB%kqm;*Da)@tehX2_Xi zlQtI`%r!u2q^#i$!4Wrr|`x1{ND5z8M#lXa z7L{8MI6vIy;ZY&63igdnELW@4F!;9}24eORVRJ(h!yN#+^|iDBz^CSuw2f9Q=lEdE zv^w+LmlunUisD!diaI^qReaR>cWc0%rgxx|j2A)nfko#D@EUDxmJ&B<+I~op>`^0t ze)uddUue~24NhKjWpRre3dGK7^6`J7kv#bpow)Ko@r{#ZL^ltdei^;LMM43ozuS=U z0Nc;IvT^W5y&$I)gT@St!Hd>faY<}C(M^H?n07-$!@#fvP!>q+>-$>kjdUa2ir|iisI0c7?WmWhdx3thDmcb=2P$cLh5sbjCI@t{`YUa>$w=iz7X}vM!68`>rdakM+RB$wi6o9j&XaN^mU`!(5llkgt$~^ zThCcdu`;s1z5MXi2a9V{I-4BXA{!iMY%@?&WiWdudfp2z@A^;Peo}Axa?g+9!nVVV zjV_O|zs=Kb7=G%djtU6+v<`t*=J9>Ns7s8wR-j*4YYQyn$MINAWDzP1j|_E{TD8g- zLa}EGOP2%vDKi|AJw=l3;Tf$ht^1#U1GQ$Y%@0vpMT{C)9y18zFJTQ!=VBbyRvN3h z_T|5$_1-IU!M9)0UYy?WkI5#4ClaJM?DH{hZ@enp3b?}Z)HyrX)9(Nmdn?ASt*>9T zghscb5vhlsZu@L*1}~L#X2HUVyPow4dR>N*TmR{(rm>vkw=By103g@HTQgz&t3WbWjxV}uy8by&=u-0 zs?T@qtI$<2T^T{VslaL6?PcXlIi_^gS8)P<;Di#+(ImOs7s%&4@yQzv>3Pr5r7LJL zaSIWK9>wI2*Q;4UxTl-L__F0jr}sAfOsk+f4IFSVX6QzoH)gZexTqW_t7Z?ET2*fB zl-n5|O%@Sd+|)S}H1b6)xK@3EGe{q*!A?={pC#t3%+IMIy9o7$x@b{}i1+XB0v}B& z?D5L^1S+ti`^vr?LY&QkuogFfMxeCzcII*r#jrdoiM-w3kIZ|# zeTsj2=D9qGK)$QbuAS_}BIxPO5(+ga7dx#wj4>uelvZ>3(QTjh=bb-`2K)Z2qN3vb zsr`tA*}sU%N8pDaobX7fy?kOf7*}L#pCdr`0AQjnQd8dc-!&XTp>fy!R1T;|!C&rZyGVdJ^bw?$`{f+)_ z)S`{Z3)IgcRe{@3=w_TR2Qhs>5pd1|gFhcMTvSjtm}{V_to%z;&SJr;_XsoD9vc`i z)7x47kd`*okH+IA>yx`A6s_2X3g`)gM5Y6waG^!#6s{*IvJ3EduL(IyID1;yC@f5{ z6FNKBXHV^~_lC9oW4wkqz(o;PScmVaD^-+IL5qiW|82nrGYf?=K|h91FXCBWcAii5a?~VBmE~?B0&fp zH@Jg&?N8s|*H3?ZRUn574}vE*9`q$>HjXPBihcuIOVwTt_AV5GTWZ?jP+ea4Iz1Q@ z*e(CPl+aRLzLBV~8UIS+Z%Fjdj?ffZh}B%W&-4BvywqTL;=cBE@fzPd?x8h3o2K?K ziJofhj}tubIxtXshHzi}HkthN_?OB1@A08urBjnF7K7TN+2QKf(Xi-hg~BFGdu3QE z@;CS$eIQCND<``&lq6JSB40nyh#GiVCzm4m7GjX`o_^4u@|cdBh|u2Njlj`p=a(j= zS8})jw zaurw?6DefRKijwfv!p1DarvH$)J~h@3iCq~P)qR!Ix38f({4}?1w&iL{n(dpX&{A| z!uZb9(#opbu})3<9|r^GQ37&bXu~=e`uL{wY$PQl(l$7|?po)vyw`QxJgqbW;(}a2 zK=V} zccjHXzt`l&ZH~EaB!4GP`$c;?(vC2e{Ja7!k)#f*}u#l0E zpl1-TfAa$QDIx)>Ve{wx&aZ1eabK~o1-N*GkN23q+*k=Ni(oKYen3gcC$;hSTNUI$ z#xXdW6clTgRuz#ESN@2s@`Spx6T?(vX=$}(G3zazYA_Ix>2cnVf!jtb$WKvC?bTaM zF7|eUFsgP}M_=EM2W4_*p^IrY2|6mGdBQ@06S)vhd#Nb`ydH_8d}T(TZua@~=@H@K zQ7J7QclhJlrd1DC-ueCC)jQKizutcihTuxx!*NFn9;=1;3YDbSv^UI*3WL%d85mP(m{R<5_`ep8K(MVvZd^byHpl&)EG?h3)U#?!zNCob zU1)@YTREhAR6|p9c76Ttkqn77)O(BX_+VLn2ysVe=?H5_JyRvD; zf)e!p>N4R*+Apq;Id@hOSWPC0U(x=v@_y+V{F!N&U1^0@vlmyB-EepJZEPIm$`?Nh z>KKbjmY2MXxKo34GRwn{Gv4*jA-?f^p4_H=$^XVR>scwjPUWDh4BtodGW1TZf z$dDhN3Mg&611$vrp58Rw{KS2554whEJoX;ou+|*bSS)y6EIlSJa6FL@O1LqfqEJ0o zVG?ip^X$0zfZ!o)M^Qgu$bAm>ljn84^>M)yp56#Dw4~UKD*%-?2zy>#nF#NG><4un zguG;AT&7SG&Opx-WF>&P<%G&=aIC~Z>bM{Ap_?QBH>rsIm*##Fhj}B2tbR9YJzN-A zbAFl<Z_n2al1%5U3@9oS)0e zb`#Ee^RF^ebS+a}wYX_F-n^{{tUrqGOkNtj(l;!kL_)F==}AGt5HJh58R_ur3eLRRIGwG%-bcg}Ft^gv zabsIuH2C;tX2x2k{G}kIZ!rC>^P|`&dnN|-DERRrxedvI;du-O#UDSEK{5fn)mZoE z+JZC>&p=z{suSGE&Ckr{78YiJjAmkJ(oo=VTDkv^B2QT1y>jt}kMX|n04BQs?`W$x z7-f8VdK4k&0vaDB#5pXjEH0ksDrQCsJKj;EmwWh(FB~|Lk;CEv6|-!cTgjS(9aZS1 zdy0xZP$1QqCue~+XHGz#2Gy6a(FSal}B zskiq}KY*Gq;PYoO_?eJ!!$TkzB@%+!IN4LnZ(p9fd2j%zli5&$7!0F^YXY{B-^fau zfN{_S?oYC&8qLOQaPP8c5?H zjX_$6&o*Oae+y$FE^FzLgP9x}>>X{r40S>N-(;S`SUNcQv$r&dCMY5+e}3+iHyhV~ z!6dJ+PRvZg*cBIFLblZMhD9oVj_hyHqPJrIzZT7}84f+hA0?Y)7k!JLh}C^|Ju~1@ zP$<7FKsbAeDC(%fqudFC;9tv8u6C1K*N9dO?NNe0p;1x37A5v%;osJAp^$|H(v;TP zC4>pE4A)DyG+l^3i}pPFtR5DOi`>9doyu>+sq#^gcWUPAZRaRN=i zIQ`AetMY+1xTJBe=+yAkiFqplCn!+hL$&(dq?s-mB;$sfqQ8W!=(-8d6I`{^URF!B zN{PIl(|Jf^IDASP8B!ZvBDE_l9hgLbvx~%ij0@`FK48$8)jD!aTV>3ZjY`S9KrlT8 z3vncX=0eq_y5YL%P5hPLIY_EZ{^7&K=fIr|mA`=GL<>fQIStB{@jK6hH*3yDmb${& ze>3k-DvXwG>hVt7- zMY2grN%z)!H8Jrg+f4}$qR$kFg9%hhIKB|9&q73o4)Oz#Rr~q;B<$Dwv)!FeW|!+E zVP6tBM=C7JHZDNrA@FwTx7nP?VQLZ!x@-$N4}{@~ylU1&Y+qt7PEWtkJl?EuXVEOR zrW2{b0j)eck9DSs{>6{XE%mo{1#Pc5KtuB2SoR^_#H-$!12K+_! z?d>_|U*z;mOt9GX+k{`nC|C{ZAm+*E&f{OPOFg&BDpK2$nNKYo!RYq)FD%^a z@`Ztk&>YHB88%rB7B|j*tCximl6`;S_2|be!wQS!I+RGvX*O}be_LbBB=`SCz>Jkcv6buK6{ek5ZoOhw` zxDPP1n8~fxo=NqB8CEE+!+Nhkq(zt(7Ze!JLwG8Sih1M3e(UF2NN zl*RW-FO3}cPv(=BmO=u=60y22oq9)sm{(9}MTB;3Z7geoM?UB#^sjLJ`Ub;SmEidH z4wtpcYoH{XZnh(6k3PT~_wb~|tP49{fX9V9H_zj2)xg}qz*f@`Nc>x-6mOCBt$i3u zKx4Ous;5tK>_q4pmG5OqAQCuu%k-8)L~l@Yef05p_4X;8mD(v{THYtAib>{r+<7bD zn2JIw7x zT`kN;|4gH&cX4;;Fc{Kv!|SKKvC+pKLUw_#Z^N>U#9r*}4Cn}!O|g4v7X}QOUzP^yZOo(h&6k_he|kI7imTgL{XsDkF35UdKfi4_ zV(WGB(O-xyj_$eqMfz3L;VCG&@AMhJk04V_er8j8#viSwpI!XBrr`g>^DlZSg@3BX z8ZsuS{#Q4#e|0lYQ_Mq*tCPhm*zT-}txAa)>Lys#!b1~UYm)qi9UaJ^U<2>aS+DlF zvtAa5H7XH)N{sPMH*I05lZr*%x$~0^eHg_*I-Q!=H_D+#6EwD%VSf<}+0oF&zCv`s zm9CnT)krYmwJ0PJME(iF)~H)w6f=8*h+gn@r`o5J(|+xKEC~zMB%r$R#!Kss*YPgq zxK+S%H)jxN=s#5FGVqxPx5$@6UO(bwwgLFmt_AofF<)h*yziC zctrH{ZLYBqB8t8E3lKp2ue#v|JP`7SX3Tu|PMvYb?7`Fa6>cO1y`Uv9%6ht48m4hR zI}T+`h51cuYin>?!24Jz!UGOQ`wf&I7$~8YW)>V;DU5E=02>0|X^Ev~cjM%@cI8bZ z5{Y#|pYlm_hvL{I zMCX?)cOa|i*!19IwWr%41u4Y~y^kzQum}&U!`*l9jU*Vi**Bca>bLmU(b3qH&J7>s zj|W=iuya8^CU6*gHzr6*ffA?ICz1dg_!(Bh~sJr?62V>Hy#)E`*fK=&&*5|_FPBW`#D+HUB-;p zZ$ST(JsE7}tB)5tSsJe-qu$tn7vT17YIz4)W{B1rKthmb#qL_S79gL)jn&Qy!wobT zr#P${sj5o1URzUhW=&YhfH0%Kod*-T0#3kvVQ^!6{Z6eM(}OqGba=#hQ*znFY|N(D z9L%nQl~dO!DP9czLbdqoY;S*U?~}269-0_o`VR6O(B%DsH;`Ih*@0OyhHS3m zgUqLcHfs=L-dmjrQL%Rrw%n zR>-#U%4SVv$Jqpz8y-CPcdP4Emqz=Cn|@9pD@(nqcIr66KokmTPX!C8dNZ~dEzM;N zbcD>D2}sj8(62EEa|J2s0vMe8D!0CSdkYayIP-!j4U$Z6m6Zb`A|%l&6e4b&<;{#l zt~JUl!zltn?hb>(Kj-c$OVfep#xWO?5Lw}mcWF=&(C+}XQ_wCM>=$E^bD0s&J|M&z zmO|^Lq@|Mb6Cv{G?p>>otl<&7SPKKPc{K~)%@wsufQmUD5)vAtQ0d-I!K~i0~yOCmY=9)cw=gNI;Cq+I*GZb*PFyF>PDrGw!?UhFKHcNxdFJ-LDe{Z00+) z5CrH{_YJa(8wT3GpZXi@^wZ5{e=}R!q4 z@=NpQN|rH2khJEZ8EzJ-9Ng{P*nh!aF|#uFIop#7hRxRIhjfp_zg4K?3=Q$w%GA6I zSRW~?^|Y{lEO`Uc#bm22lCeUq@t!A+pFkS2G3w9iNBxly6~%>(dwnIaTWc|B)MU4} zvxdukl7-i`Cx`Nd%Pn{{o#bz3tL9{u$TFBC2F}k?&9^5O7aOBCg$DDC z*l;PDO$8iC5YKe88rRZxJ;~t(=}oEV0Fm@|YsfHo$u}H&FCIg9W_%t(B?cB2tw3np zSikfU8lx5>bbl_11>vN3`q&@KzM!Y4uR1)nkBo`o&9DKSflbqzB)BJuVjHt>r7C8Y zb=~`uPm6Hs&VX;VUANmgJ=&Q5Zj?sQA#!FWYbE3|K_876`HOrJU61{ejUDhaQ&8@a z^LgBtL7sR+uN`c+8mcm~$gzTCE!us5&UZ1PzPDc7`Rv!%GGIxY^JIQv^K9V92c#K9 zNt9aVDx5tz%Wp!otn;)zXej)Ac>2VZg1>`y5j zQj6_qG1U{nF4{I^{tcTTU^LktZ0V=ubGt!CX5yjYjuq~(k@?vaZ8jbzff%5>Ev;^_ zUZTxa015>m3!naCi`6EoqO=rMi~kg48~PgXSQUab7(}kWYX-XTBhGruO1rv-2KJ*M zHs%7Hjcf!2{jC<))&gKC>OOIFbgV7G&$fqvIE}RL9Zq`^X_=Vx>u;2zqGA%2xi*_E z;Y~KeowTE)&CJ|Jp{2i31F7oi^?6*EzR^-XbxqCgYVCHm|3}+fhgG$9(W4s>kP-uF zL_|Tl1Ox=cK#)@DR;0VT6hY|{kya3-J2x#N-QC?S-FNPDj-L2_H~zW%c@#wU+H1Wr z-x*_$VdVm?UDj#e)tR6ZUY~k=Ypscb(vdmo6i`jeTT7%ktF3x5)y^67!BbVO3Lr4(kQ#0DECt|Sqo zqNvK zh@l%kkhK{=P0)}ymGfw}t5Q=F8pUVQu59Jz=WG8k=~6xzT7y&u`cRQk@ZGwjx7649 z`Bm8TNvNo-xCG9_z+_H9V_0TkU&nM<#GPyzA;n}rKoOI>f-Do;LeP3VCFPj6{? zK@l&A1Vx;#d$f>~rmudmc*(%XJh^06nUI|g_w4J7SJW2U&^(m1*_Ya5gH;asn=#kT z8(9@QqW+L3NT6Y5jjgKMAy^#>67iTHNWcbObBc2R1P=_Ls+!sJ4n;1ZYN3mx<<+}p z%s>VWe8E#oLs*()JZB2c+JHMe>Xw}?#6^zb*gI>AYdnx9EiNsEb~tqX8m))5wKlBt zc6I{Vxl&jq&L|*0>BO`8NHZlz=^c6Ik~oPv#@ql zV0jtU3$p@EJ*3=**X`QMLwSV!@hEURhCzr!`RKUsXfL$zUSCeoB}n9>=?8WRWt21A zWWLV85CKN3Dlg3!57M5Lv|fZIj|F)(fC@NWeUo0(WfQ|KQ>nId?Bw}^nHyp-hZP_L z-G&5!_0-nYfu@$vLp*|l9$Q=ZBUaDUot>|#^GiJ6tbFjfM8R;~2g|!uP7BmvvYyFy zA%NJz#4;|EzGb`Etb0xdwUZ}ByPl05P9J{J_u2AGPaE+BU91U`Z>9?l;Xp=K}L{yO-(%EX{h=~nIE-kP;vRQN9&=gUhxExdteFI ztj`C5uOCA~?rC@PNlHqs?{3zNWat)bz4`t?>*Z8-US5LL*8m#@aWhk>76%F)`+-&d zB**BWTP+J2gOG?|aRX%rasq8#UFZdFgX+Ka5Oka6x-3C-vTf{D+l z6bAWRMQw{Mzh=q!gqILxe>Dnk?H?E@*mL0#eQd}Gpb=rCAkweo#Rs9o7T#$Q%m`XxOgnsl^288)M^4XAyU%j=X7_bllW2fN=9jKeaW5Cge8rH6^DIZ0_#uo0(kOj907d%YMQ(sgA z{dAE|^c}Lt0FfxKy5tV%a!3$EjcByF7c5WqtYRTdlWhCbOqa83!PBq@Z2+{7 z{5qU%f}7SECYl<1aP2VBp=ybhrdH4SD%w>YPlW;%}1jPo6tElkL&gufE&D8X~ zeL-nYdSeq)eSQ5^TCUJ<@mf$>g`uwz6VnuGa+|R!r@{c`x@H{IwUNVC&?b>PTPK~&ZRn6Nn#Lnta z)}b2(bsYcD!JeEaE-;>6pS}TDa{=@9?99}FK$#_erb`EEh3g8tnJkJqGHTRtu7d7R z`QS*gp`@hta$yc+HlUzdeEOE8lZWH!#OkV7sZ)z#(c}+n9V6D?cN?$#@ndqPEyZe!{p+tjOg&i&%1n@J6VdU^OKFiWJvH+7m+IME-xW3j&h_LD zXcT`f=(L+-ypKC#Lo143dhPhqy?1F1y@iXUD6lyF{rd!kK=`PV6{%S2j!-GuG2J-v zHj1)+)lAXnf3oL!o`9B1=+|eyTLQXNG98^6zzyF!OB)gS5umd0aD5rp{loBBy1H~X zFXtA9{^`p9v0(Zr6lDee0g_226EeQp^x@PS$|R8UOet#7x_j!nx3~A)(D0s8zkzfN zZbEXgQc=sNR~Yt3!TX9ieXweDww5ov0ZtRXk`jndHrkKspaFsjXd{8%>BGm5q|h2H zqM%S{N+Cl?D0H%3p4M+MK z@4JwA&)c(v?DEXz_aDMPEAYyA1BL0U2yX_)lr8#S?*MCS(=yPFC7T$MpX+<8ZJ=h5 zq1~%#IZNwCj?q)-gaA5{w6c>QQ6Sp(6a*}wTZy2sATRGF)bLBzVjVtyte2Cd`R*16 z!YpIX$CxsA3f%Mat)VDEFYRSHsom130X{iEy+WV@Mo2;up4P5v!2&MD0~G6o>r}H9 zI|m08Wqumk-9Kv)6Rb({=axj>S7YxF=u}0=al)~P0hCzwt*1{lG(;XcV9s2=Jg9t` z;4|8#Fx)V2+)Ft2z~TLCem3G>{8({ z;Qo{p)ulsRS-oO!U)+`CPgpd{c|}ieE^Qd~Sil+pExBIF%OJf)N5e+*AfcX(``4{a z@r(@7anckx2ZS!A?l_4ThC>bP0>Si-o4r6KDk zT~_=@XB!Rz^;Ib}kc-NeSAL!ll5+-iAvFp)#xS{3IQ&(>jQ@4&|Kp+lxLUF3fEunr z3O6}!&kdrqCWempvPleI)ns4IK0A_lg?`BsdJJ)9aW4TDT8W|MDI<~M{)JzcV*hZa z{0ssbVrvP0dT1mV%p-Y#14q>1PeWsRi)G`uqur%`SNzvw{WYFXNfPf_Fl^ZrI9>be zcH$FnX4ztY?@4@S;I^$OC#N{D#PN1+{$V045)8c80>eYsLjQ9=zyF!6ZCN02HB$&Gp-`&=+jE193(v@i z33d>4%-tmNNgFAr0}dcK=boskrKf!dUR$r27?Zq_I=B7(OQ`D#CWKqgv<;8+ zgalf1Groibo}`qN>ay!e+ON@^eeB{^7VR8I^!tJTJ;$cT;6*sXyRzoBdr!&#T44`l zf3K}bO=st$f9#OoOM~>G0}R}MSN*@Q4xP08DSw;yzn1p{43L!za^j%IgesMr zYRG@yw?`QCDf~Y_JHK5V6y2CJ^%U zt@zg3izIPkq6$0@!^-~Mh}Z9~Td zxL&{Z-yfe`Os8)5hmz<$={J+m015^Fv=OS`&;RG|Zcu-SjID+O^SgI`XjRb8Qe}IB z{PY-Lg`QVJ#-AkTqMX|bjjR&}#ipozS2b+{?w z-Oc#;mnAkwQd{%ADawbTnor(6OQ~w?%vIiXO5h_SZf)eIKoZfu(P!)O4r zf3*o?w_#@&mv?~w+x_3LyST_H2WJT~Yf{C4^uT-BSKPMiwTBrq5zKmFh0}{%ajP zT^JM^GOOChBSC;FU}dA=zsCcTmGXz@uIOwQj(~k&clg#~z1W`Fx}y=hI_y$s5{-|i zx8lW;exgSUag>ILdgO5Uh!deDCv)_cA2Sh19CMXBTEDzI7VAGamRorO_^)}ph}1eIvB$M=!Y){r0^rt+W?s6zc#O3X6%jN3;xI=)+>g32~d0FQN{C>zE zJP@sWJVNR9(rq|%ChDO2uhe2xExP7kwyidtp6Tv?>-Pw#MQ$(0t%>!&rWmQXNQ1*InSj}gHDFj zx1=Ou)MTX8`g`3_s2R!W52U~9#!vH_k(R`#$L$D!%T1ZD;}E$Qg=0fQY{;|D{$dC0 zhYuh6QSu~LA4*BIU1bvZ+R8I?d8UUyKBee*`x=X2C^S?dZ5Hmft;SFk5PIGdS-Ua< zZGv;%3wd9@>P^lr4v!zdSCm_y%4!mq7QdhJq+O_r5Zg&WYx3e*0^h6rbgv#!Bk?Gf zQg=0hex6Aoi}t4)Ga}&Jj=eyCaO4MZLq{x$@C>cydK!GH?yRSQ86_*DcJBZwh4xAA zrn#LRoCZ-Jiyy${#P5vx=DhUkJ3Ew^q_f^+##GOC^Lt}w2*OPhK(SUlj9&R$!V$cB zSa5NIMG09Una^Kol?rq*4E?bHp9o_uemm}a@JsrJ#@3mDh|sKkAH#nQcqSq5@_;U& z1mc+bKHaTOCzH*xwflRg|MA^-?z;&c*``wpa*Q|ZS|bg!DjqCUW`VQjs(uuj{Cjt>V5)Kg!lQyrQPA(ow2cgta~Q zI5jyLF>Y;ty~5<)LT@6*tgi01abnh&FYnvCE<~RTL3URF0J?CWvWL}y&A*(u70e~6@ZGPQq|64e%``%S?KQD zDg-Qk?o`c|8z7?^Q%ZBhDY%$%NQ?3ji@D#IE)6k=lav3JG zzDGYlKIZiq<1pK3>_xy8fsXZ0iWWEs)67;VrIHm$sjmQz=(hPh>0{5=443L&z@|+W zR=oevGqM21J~TzlkA($P1-<~f1+CxgG-68(lTY+0I9s=M{L9IAcSw9i6AUb=5ZFgnAK4J z$}@}ljveRn=$R$RddPxR;6e)fAK&q$6b8L9ss0{%0j`AG&GFe#*R%JnlwK2_Csnqon z0`!H~x7PJ5r1AcB8OYl8<^(-KcoD2>$}}AiPz=X$U3mH?`mBk0JJSu8nD2NEV04kT z=h7{l!da;X3f9=4&S?SSSd%sym8E{B{-ou{-Gba7{kbl@`yhZpF-&MCvrAr-)?*mp z^~RF!P6#Y7FuoRcR-f-5+FCDkS12E}KPh*ztr>3ilhwO+`;tWf*M&L1(Oysvfn$Mz zf#t?t=V2lTEJKWgo-W3LL8X@_IuAu&(0D$4sHCidK4@rh>4!g0v2fzOSCv_W3uMY) z5_N7NVPEj>UPEYHF+~O`+IXeTh{#_}d-)uZM0Zd#0Od+3Z8R;civbjRa)#qaa>cEk z%`cF_<8vT)2OYMa{?@S~Za`FkM|R#~hfhz#35^MrQ2XY9v{`-L?dt2}i^k5yUEAE< zJ%7>-$Kl0ln$LjIVgGg)GX=LGGA{f`+<6jnu54xl82isKtH z7e4isnw7VvWOq6Ct&9}KWp_^s?|+FT~gY z3WYXoUU=%T3pGgyGz3EYfrwnDeLddzbPAXC(%=QC=sTAQZfxurx9_AZkVT&rRClZ4 zw_YW!Z;+iZ9x5TBHj}xN=2`x&O*8=wX}56qer!zfn@xm0@A^jmnK7PG_!Mw371A}@ z{8BD05;%n^%FTa!w^LBI%T#B#NxoiTwmipBdG`>6E1-zmjBh$O-@bnGPyhJM`GS%p z4-F_VJ+B`}bL`X6(bL3rRAvVxo8Mp{sz2;sOZI^aP^Th*$i%SFg`bZPJt!u0=+h@f z9sTdffC?pL113Spe^Qi>H5$r8p~d;1Z^86vb3o#Gt(N^uQ6f) zBpJFzIQr@6c&@l#84>8pRC##aOvY}uCBneEGD=m$6;0Ev@{OrFKfCr5;bC=kzrode zmWNdsH0K9qSth8_nS?WinAp zhtnE(4HHJwV4=#J>d8xJBAD4$@@QU3{L5U%^MDOV;}fg@uRBP3-y$XVeGXb|Vw1v> zx&q_n=13v$fLCb9CB`(hl%7Sb?Hg=s&#Jxz;EIJ6abJHP-=Tl_R88%5U=h6_(&k=< zLa4crH@H`}%Y0(SM-DJBpPhsZt#0j|fs-A^<+;I&;y56LK}>5jb0Gs2U&|QDKzA|@ zcy_m#(P7eu)uIh%rrk3#{56I^r@Fqm6+CuzlJ~NVmy2%~f&Z8%eoQK8c@}~(lmpQA zigsDp86VGztGPuo!s*Z&B1r$yzCi+2i15!8Zq_w*m5U!6vZ@PU!-jA4aw`IJ)D&rR znyYvE;>XyXkR3Ev?m&%t5Py=$hA zA|oI>jP;|}Mp)wDK>^BpgRo|NVm8%o$XixVX?s^xYw8jz&cry_Nw*OuAMf{OM57rog&d)BY&`Hqw<&&bg0YlTNiiD&Z`mrN6nAm1GN^o&~A?HcM&vV6&cZ$(J z1|M%uO_CD83KqQn`qptO_nr&54Ib>9kFRs=EDK9QAp;!EYssqgNz&vpBNpEx7aOQ~ z9H)>%GBzW6p$D}8+Jb7cNIXaAv_!~-pJe>ezxnU|c^{?~eH-MvY@JYIW;2c%^}$wu@bam{Bl%dGc}b_w4Rtn!m5 zO7Ea=yQ?On*Y?%QQ3Sgy{;BE6!w1^8E(CYj7ngLV>G3*Z+Ejm^Uc?8`vJRAz<_F5T z1WS!P40UE^pwcF5onokXLqfs|nhLZWl{L9IDX4#TB7o-XzOnPQm!juh%ztu43`d8z zfsPsu--RFG)&jt&t)HW2X;|^G3jY$1DdzL(>{t1gmd4hVDn6h=eII)}!LH3TeJDFD zdtD5gqN@iRAFpl5V_oBh+*?ldV--(N`8XU^T8#IoJ$q7_9k7CHJ;cq~{6{|X_qLUj zwNqIn@6IwaLqJ=!k`cxKEWdYNpa=*oZ80DF&%mCFDysw^8XAZVrlvp*(ZQoI1K(fH zOU7_W_||8Yk7#Hn#|RVqWL6ySQ@yo{nkfFY%D~DSYvm-*o7qY8c1J1DacG?Ar6N0; z>7)+x#T8w}BYC7k1JdcF292-ckon#1cVhF%+4%m$X^mlFzeY)^AB&BBY7@ztDZxKi z(YF7XKg91#+kO(p`SCU1(1a@W(bEaqj_Wa! ziB3hVy+I`1HUy=n)s&{iC**!u7(;d|w0tvic|#1W3^So^l}V|ok*|VXObTrnENv_% zW+}3Cy4R}_z|a}jn95a+^m>uv^(xbAG0+LnDwLFzD*0oDLUF^Y>{*jrWd{N7*ZzL3 zSPa-~MRJ(nKE<}k=6y-Kw3-}#NpsnC_~EbBFXu~-@G4NyPK zR$|6q9?R;n8WCLN$GIH-o<|@lJDK%M_h5j=+%sy0l+@H8+MF-+^!lcYLm5&K)+-l> z<5wIV9NC?IXzNNw)pyJ*L9ex_$cqbctjetk&;k?w^- z6)Siaf4#1)4~jHHhk41xZ;oEyX^A>=->D8B%x8aU+KH&y^k2hy9Est$B2j!Y-brDI@SK3A~9>L>$ ziEV^N&MSA-=h*c0=oy*PZn82|k7Zfd<;Hi_xfr1bn79a)l=cZyLtP;`CBvk}r_ROw7hgRD8Bz=&Sunmhsg)}ezM(qdXt4|>Vb1eK}}aJr|vZSH>BN^k~RLLz&OY=R6N{- z#X!n`GX(AU(1LS@NY!rHpzCBwz#DV#kXs;0HT=2scluz>C*At$Hc|v}t{dF2qV1g= zEbB7*rux6FDukm0yusO}tby(3b$Z@5@-6iFj&ceP`it)bgYRZt8KGzqybx~gsMbfk zmX*==^{$&RVB2ppWnHD&xDGvag%NsalNUpl7IBQ!(txAsua}sSI)_MB8u#>NVq)EL z;~XWJix?$;_+K$dWc0>h^543ZAIkLS5C=1fAD{9*RB0S-4XEvFo$?6$us$a9;b&;6 zS?#fPc-jYO&zq zu5g?Z1_MiQL|Bc$nw#W{ryPCFF~A^UvQ{Wht*yK{MVD)}ncmdJncJUlLxQ07;$9^# ze7Wm-^7CNm=s1HgIVB~Bbu8Bgpf!0uGL?IgkVTK;3k#EX-fnpeA7Ei_{`}|noR(gB zd3CAng%xB85A{~A67$hos7|^@X$OCW1{f6a1_p#R4vwiU1ru}f&TMAm~N$D&nzkvV25Z0uIT}SNe>4F`YefpdT zz-wpD+!_l@<2$CMMf8_A32%5e`1jJ&eKo(uPmFQCgLfEN)=U2LaqYl>x6^9z1!2v& z!ci&`$&7~YBuy1Fnrlblmo~(29TDf{ruvwC75K~tQ@1GA$6H2!W!033h&ab`n?K4% z)2%47F_jS=tir)%x+ z+KkB%k`Z~|r$Bf6$E@g;E(@C|)TgZq{nL~O2XHxjBTY?98z?j3J$0VD??p&f|9v9? z0w6<6XItqjL$<3E=5n`m^E~;uzOp+$m}(a@f-K6%>1m>XE5g;4r<)8e-<+OvsJ@dB zOG+yI@U#Y->yz7<=;k>}zi-Aoq2Zc$wJaGgxHzJnzcT78ct{BGvzYO4B?_GbN1L3y zVyGjd$4?(z7+<{E)~i)xMFYskj~mm&)zzb;sKSFIq*NT~aK!2PtglD5o6?-Y#ted= z!8LV#J+F+EcCcM58!)lHmC#ZDZ9i{+F)GZtREuTEc3Ee6egdlfkKN|dA(0cAhpdbPy`%->;^~rg{%EFr$WaeK)2E*n9l@6M$wNY z=JdC4n2GU1>jIM$1D`CFC2D3}-LSsf>i#NF_|&H{)zHw$Xd*rI-Z{$i)lz+I`Zgw1 zp9_(a9T6g`Ak7M$@lvCid*8KjahH%aRJVz0KL+17=`GscCnB0}JL2n7hBPhg ziI8J#!l|j1TJOEJ+y$#^QSI&Rn|?%pT2lkQV>j8srK*VpXp4&Y`4bm$u)QMHc4cH^d*g>zP7v6Z zW^eltnOO9yni_vhE4|K2&A4*|l>^4Jhw{Rf(@M-eJw12TNxlFJI)`4bT%-@_@%j{9 z;o9Ka&;(i;;SJfSt5P~Tmw_X6vOQS;aZ{u5tj*HJX6{YhPLSReFuoCUrxu&q1+A(p z@HBs5o#L*6G9N&gX8Jd7Gcqz|H2Gs;0E3+Fk9=?c*Fq%swf+D&(ay*rZ6d0lSM}9_ zQ(zaB17|wyp#f)l65_!yvM#z#u5_0ymb!qr@j3$4jOrXmFpd!SMZD6(4AeNRtE8}b zY1H}&?ZR-G{fp8?qpbOlw{2GjWF8yxCt=ZNZEbG9SWQm>A+yqf5;%{Y^Rx)~O7;5&r(e#zE!i*Q6vbhD$$gkyRKrZKjMu&7{A~hW!y%oV&_IZD4i~6Dx1(Qzh)R7E+ovUmZ$23= zLfr48!ezt__(qUtCdS9xCmmn`TTU>{|8=q`zHZ{2w<&mAc2|TA2CC%e{9C&}m$)U( z{ApBY2PbDb1Cw_oi+F-lbNRa)tfU*rPu$Qra%8) zun(7SPh+9UQZ=poDt|bCp*Lo&Qh9Jy<>5cy``}A!cf%B^uqja{Yio?U4{ARDeAVAr z%Efg&UL|Bxxvv3)e6t?Ak%SItO3WX8Y(nwHU-D}Y7p@FusN4MG^Zt23_&&c^=hD{VU?LvW@xHaT z1_)OkeRH_4v3>AxtGp@)S8&NUr{EivIJR zWr1wF#II-hpRZp+f6xAZ-iP{UXTz^a{O5%H`hGzh*YVf=BcRg@LSI{3vj4e^WmxXo zGWxGiX2s;@=8jQ+{Xfs6R@>e2|Nnjd&&R&A=EN-jb#wpwl|SOO#{WFg?;pf8SLEUS z^Qix8Xo5dDt@yiH?5$rwWUAW}@Um89hBAdnR0k*24HV2F5MayHoLY>dwy9mq-b6;K zATlF(Lo;baNXkVGqSB+)Dvn+Kw+}poOA;=n1xvK-2Lw{P4nKGdW!)ODb6OB~k`z?* z>hJN}92ab!UEf`q_JKQR75YCu2>(+sVip@452yog>^z{X77@Xx;(YfC;~FrPn%)xP z;PCc%y9mS!kNnH}XC5=jE64}O1_Oy2v4g`t2;_CbAq}@nO5k;FNam>p4!z7rb&@kNXyGB+F5dke_f0upPUS>Z)ic4_1)Zrk+wKVMq=j!0s>;xW5s-_0{x3L z&Ml2zRwN0hs|yQLRH{h_zi?}n%=YQxrIMh3FVB+39ygpp!F(fn#XqOWa$C950?*BP zLI)QYk0Qg$+*<>1v69ZiwkI9H4bh^LAAyx zzZFO=2Ds?BOqs=BqU$aGp#nb)G>6A-K;J&z?^vke4_6Moh zod4rODjAfMm*03xqA{ED)onn#9`6&Je0?W7gt4wWyd*`%y5DPWtnZYrZNi^Cy|t58 z*0~S`CAnrNYS$lu6h+)*#OOB}Sf_T}Vp!4Faz4UMNvp8F2duw0Avl#l@2( zrTrSmlg+Uy0}-4JxmwPTn-DLLGsfLc7pqDH9~0a?{vPQq>L+dd1j z^cwj{NxCk+`#QS5n9Lt|%6}AS9~RJE+R4B#D45&xLcXN*Kzqq_axT<2jm1rNK~SER zhsxyF(2xXS+Rq&aLb2!i_1i&l$6Kqdtm1zgME-%elcUIO?12{}_Z_y|*m(A7=g^L6 z$=Zc~Mh{t9SbRnzy@1pv8c4A%uP@#_ckUeiJavOv+~H-xZ%AIgwe{cx=gpN}Sg+^f zKBDNX)bG7U!He63Hi1WGv^OWtx$q4z>RfWU(~C5&g+{GA*8Psh$9AVZv($!~;^3Gn zmzw5nAFR`0n0&iOKtRFyX<&tj_;Q}p8d_&(9xS-e`RSCrii-DMV?=NnF{;1D5GdP8 zQ+_09ihyWbTG%$?{re9SAoJYES}hsN?v<(jx{Z%lfH!cPq6n3kNz|D+vv~;p? zO%-c_++3@Hd>!l*12S-PCuSBz!h^0t-b$uub6Hg-D`VI0;lmqCye723*s>h079AZu zfAL~{_Gb@Lp5pzfwDLOaZcleyUmvhQ6y6OC0EM2Ko4XGy$HHn z7no(jqsyGLl>iK{b61->Njk#3^@*gi17B3(^0c-gx$;2C^PKZU^D<*X)O>4# zU|vy?3BX_w*ABe6EQXVb$99;M0a(3lsid!HRG&rz_C;4ZZdl*p-ZR{&LSyWzkr97Y z)8fL8kAXsmA(4^fh}qUi-Axr@8)h%T!*l5DZmamOJbN`(lKA<~) z+vxGI?VQZsY*X7=T>eYA{5FjKBpS}1F{Qgag9<8+SU^*@JY4Yh)Mbx#C4{JAV1J$VU>)1+}vp@la>(z(cz1&m3a?d23j z1r2FuEl%+@w`LYzX6?J$W9QNi4f{sx2o{lc8EWML5Z(4Ov)yEl|CId>LaQWc%9^c| zOHoIeHy4$dQ8|vqMZ=}s<>))TW~0@wYU)}`PpL|G^K?gaA-K+H^6`-Xf+5tL;mx)H z#*ikXLcKE|OcIVbgL8>9CIm9QI+w%3u3t|K3VII`iMV}i(L?j325TEn*;s{wrBv+( zjOihHI$VZ+F;o_1qj1)D3o?CWBq3^Ds&8pB%g+GUCfCx^TjEZG$L`4Jw9`Ov0!O;i zF|E$bWgb*|O022=8Y@l2Tk2xp56(^pBR&O`eB>B+&7Zgj%wdsx<;hAXhJtev9`uR0 zg@uWUo`bKzRA5v?DnMMw!6&t=PSW9FVha)uq@^QSg9zi%+)&`%i`qUU6b*J{jCthh z$m_IAt-C$w&*R1m$=sh4k2KB4Mv8cFoo>Y4c?jv(hqZ}7{1Vj`?s9)-VQmZzoNdwM^{*pO_ynGKSK9;HJHGTS(yra^dWnogCJm$(z zL9p@zMC&*mzn{-keLf_pxR%m6V10o9%dNz#hXkyXX=U(&><_EC4BxEeAd;$`7$>D1 zM=HJ&f8itI-%B_62b^>1;r^nud3r7SeLF(O#yE8^rJ*QU51oSMme%>1Oe`!jc{el% z{dPAtXl5T!A~G{sp`+pTkXgAm#Ph0d-=hJ2s%loL7t_U(PjO6pI59hGs6M+k_vp0V zwbxB?aBj>bEHu=pe7L|!EKfMnEC84jU-ve(s+XSOf(L;k$~`ad(v#hU^&TT$ z9^BXBLj}7Q7<&*hMg=LNPE2lRcABrHSrIL|JjMeJ5X_SU$qv)=fxa=-8eSk`*a|$W z_x$wio#7D(mZ2z=@NyF6vB0wBAjQWgBWf5{mIbzAR7ehnLLvR2gYL~$lfK@=Qm9+V zRO}6s|6C*^ZbY5ZoG<*g-}u0Ku(-)MsH@==80Zxu9UG5ClDi3OdJ$Z?tKWBi2??`M zp<2?bTb7WJz^>b}H2);s;2;J*_VZRwM!>7qyAP;y(~64`~; z_0Jd^Kewt7l5w0s{+AWwbT0e!$@_wUQqxkjI;=H2#nSarLH1Zz>dcgsiIG$1Z;J&K zsy4>fZ`Kr##ej4Ha#ii7>e)qkd6`hUpNcbct54;ofW$mxst4c1O6qa}Ns6)U5R@<= z^_nQBpa93xtID{nmV-5g%$b#4p=(@B*n0F|MX89UE{2E;hMDH2!`dv5pS&n^JZZGF zDR{Gr8Z?oRXRt34jmz{em_W)dKr~MOmM{ljSZXSA&bBSPovt)Te5m%ub=CVCFr)a6KggrjR=d-%fXr1Wv;?sQ6c2NO1SYI zF#&!yKi|G;GV0u=<+|S-3KFzWpD5L5#T`PKZ5bU!9Cvi&9j9D}EGhZ9Nq>cwi^;ci zwHOncRhN)!3hA>YV<#8fdyHJCPmdQ3fN9r$XMrAJzaC5vOi6?Y->k|Hb<{4&BL$iU zxmG{Z!;i_Wl??n#@{*v<@JD{b)P_m6KOl}yHhQtUBPHQDzuyMb~4}m-fN{Dh@22cEiYztkti&yL)pTTdGY4IAt?O=W;S)k&~57EqzqUt)%k1fG&A&*`D<(IY>vK-Q}&R{p`XNA>8(Y! z6kZu4ke8FQ(xkZ7fz@Y&-Wyh+C+@X&OG}Z@H@os)Sda-R`rj(E=%ag_r~SJ8Ajo= z*oEx`eVR>XZkrO((ThmIeS0UXsmX`E+seuV{N?1Lf{Ofy%}1Q0f=E!MDR8covj8fRZ*bVDLy=(c3?{0o$TKZ@bIur?NCrk$GypQ4 z@Cb`x&kubi+1asip_#lCs_HV7Neo9f^Qoy#=qco|RO<@1Pg0M-Y)$J$i{I%lceOuWs@OX+MXhKO^?`|lhoS_dc{LS>JD6c z%4~7Rj@DayI7USj0tvxUBy8CWa?{VvWV9dbIV`a-GtO=%j%f)|S(i>A9e6~j_+IvI zH8jU?_c$JjsNZIseSm&?Xia8Taj1DQL|UVr911YSYpbf}!pB8#psr8bhRY-Pv#WI8 zlK=L?bF;R+9NM;Syxssisge_<1C;Bls!lHOw7un^eai_2rDbWmn*=zx`8bz|V_jEy zx<5=E8oxqw9d_M}7o}lyhkQpm6b+tI%*mnj;yON&2Kzy^yWW_McF_liqbdWMy{sjf!FRAXnX@n zhtQAKA<<>%=*KQ(9L8rc4tbA1uln>Xu}8I_ay@Wb4cM{!eE$*(yu%aVqQXf-=SSh0 zmL`!<0-;CxSn*|d5LWGv=F1(ertJVOuZxtF-=QG!3YquWWTYa>#|MfJjcENjMr@A) zsjwF-owJw& zSWde;ph`u-f_L^#UV3rymw{DM!~$6aXm_3`iMy+&cBg>5pw|ZcR(#6y1Jid5B3(QV zOOgtAC}~xb;&Ve}4al^0XM#Xvz)|#rjrxlhPfLr~Yz7aDb#!Nx*m!$_QD+47%JZ0| zEiHycIMBIAfM%3zT@_l!;p+7~k&j$eV}Z@f(V{P3qaTY)w84|Uj~rB?T;ATCC^TF; z9$6>F!8w;6=%G?vFJ4Z%{Y^>q#eZtKQiNN||?uH*YK zxRoRu2XNp3fm2-4i|I^$WeVzH+_;&A5Ua2N)&bh{M|Oi{=>v4u@0QcYG=14f0P`vg zamouQQT9qJAjl#HocA`KWva4&9axoH0oe*I0_C2~t@Z4Z)zw+sUPs`GkdSCfukO#| z#>eA{)};P!X=ZsGaUA~PLtMha2kJ4sD2UDS-1Go+!ezXUuwCVI$GlB>xn&yXB|@yN zxzNi8avk6l?niHnF9FeZ6gbT<(6pqlulH7-*6nf7f*wFt%h>exRxD$Xj{}wz0fIrF z;^RZom(|Waq(V_^Lraane`^rk--|DCu_y2Cwq*_V1-t8yu!pEKBU^N%sINw$e7@mt zA&Hv6NbPDwAD;(iT`lM!QyUG<^-Gct;)#;d@a#(TJ#v!2zvOH{s zgPXPdPU8~)~4X57t%BSXda@*#z2Zf9)Vu; z_wU~qGFV$BZvNbQ4hM`>CLUM~4O3Wm<{F?6Tu`cL<>Rx2Brn+A(@*h2i+r6Iivjhv zWnt_05F`(FTNN%Yl1uYiUP};ZZ)$5RlHx{1Uw&AheJ49-1q2(&Vy~<=$8p7g2W>gt z{uJo6^;R-FAQq$rr=eNo-~h9OHq~E>UnBM9!7o17&0raNHHmz*%MNg zMa%aR4S?niL2ShBi#EgLTRz@=FQ~Z0XhbQnJkS7^Y^0P^Qt8>MF*j*U@nPx8U>ILs zQZ58?kWfG^;_Vg23eEC>iThaWE{hL_$)j&U9ATL?>gltdbcjd*@s*fPEUY16xL%~0^!Ke^xL5f$eMizD8&QF zM#r%nW4XgAcK)K;?v3yc`=lT0PUp-yxe4^>=}lG2++l~myhRQ@@mebfEDyF;GJ?W? z=k3+x$+60RZsI{lX6?xFwOk&>RM3$q`1qRr)Y|DaTCOEZ z)gUXJbz!T{0xxL$s&+bLPD}>mfokf?ZbVDB8Le$} zJfjO8a2)8Uu68T|OGzlCqP0S&e~T10o(K47<1;HD9*}Nm=_F5Jnw4;W$Tf46eHzmo zmI<&H-d&4*VKO+{^8=zy6iPyO`bnYjm z0$Y{r0Vog^ZEeoAW@E*Hnpg>7=0*?Kx!`aDYkr+M-zap`2~~paW2?%jHu#PT0K>zv zq15pnEQFTK_4X{YHQPQzy<457dZb|l6-u}`=i=?!R{ej_-T10xv_LW1g)B1)f4*9} zG;7=U+lE}TELj*B$6kc#zR^@M3rva?`iG}$kK&Z?YrH}`IaT(+2 zV|fD?f4xXUx~-XRTaN$p2r}Q^6&eAWDi6`{Y~t!Pi_Fi}c;V-}+67s>LRP7-fHmQ} zeS3Ur%4FrEtlY5mqwM&2uBIioC+EgjY-S%V%pK4;S%FW?XM>~|02l-*m*qTP9fdV| zg{{HTF%{|g=juG!ZfA-{?M-}V|1=&V-iT8!s^SkW<=@C(FOc>6M-j7qZ|cHu@665B zEh3p;(<_hrDJ{%9_^ocpHz(n3p5uxrqC!0ff|(M+x4P(IogX{&wHLowT&IJii}gkK z<>4d&#fX+!x^T^uK}YAJT5x&A1jEi%>6@Cmlri-vkh1aJXAg20 zyQ@@L<$-oN?Dg zTA~_Yi+5Y2KHfHczpecdZU~~g@}40iIUG%&3kwSewgFSp+tk`B-P^>d20u6Qd_ zQC8OKAy(C(6-?MCwBz)#80tWOdYXkV+b+86RhxE~%E7*nyn^&*Vf?YC}AcrxrY)z-1W3g#Ve)7J&S6izu7NeziG|TKZq%9BtL!GSeNRm1F zI#y%r2Z>Awz4i`!Y#JG}lAmu!60k(}p#mMinE1OYmOC_^Yiw+Kg`B$w66Ws6b6UNQ z_+Fw};&lOa+@*1@E;StFORh;83L34E)V$od2H?a$b?N1yP;p+lv*c1}e!^^&thE$S z-peZdOmC>Q9OUHfj+RDFLo8D_4j8w!VXSp8;NL_DMg!3Ryf#q2c78Tb!wntd*urpqP{oZIwW}|OON}-1j=2UB zQ1Eg&?>&hPoRGgl>otYY|nssSk~ z;wCe4PbBM|P`MJj8!@CUyy2kz9xZnD_D%QTnz!s)^LLGkIR8#trinj)jvzeVqA%MB zUF_iD4y^!F6hN^6D^FM@;pQ0jl-8>YbQf*cN*@KXb8;@BGp<$a zqCsT@?c`*+zaXkjNYk;EI&;VO_9ba=Uzus%w$os~JiQReYCqQiEUpCHirZ*E=E29TpkE9fYlD0(UpUd`}-A4ebPQj88?7d}F)LR=j z45AYpi&CbWdRnVqS7VZ(j5u{N-B~=DFP}b-HkLeA`(LkodXO#z!1;%_Z-jh zK5M=2x98jAS}Gz8Gkf;F_7%TKhwJ4alZ2<2Z_rzaAxUFvSEM35a* z0r}TuJOO4098iqHdN*MB2D=xOVIt-@-A2k1-=eTLM#1j4mp$Wu0zD?ZvvpwqSC@fP z07POCFrf#G*0G3pZ{NjKmwU-MPHu}+OY}d6;Z;2r`p|DqE+{B> zDbNe-f(9ZP*nVdf6r|+mpYZ=yEj+MO8Tp_F#>Wr_hm35^a!626=vH^XG3(Ewx;KD> z$VIsvT-jFjymmB{`IQ(NiuovE7uC>SBl;_F`y=xPyXOaUqM#e_9J>E^SnNC@S8!jm zqPH_%ILCDo$tfj7@ar5r&tf}1-_>tC-t8Y5-?ov2#1q6s~S1Z1PjZX&}#qdQU ztV{#v2QFzHm=!JWHTmiHeg@~TcfayLFiCDTi_*XLNkRo1mI0)|(p(dlH7r zuN(DFi;f*r!5ZGX4-x_N5be$L7iOCTnS;d80BNKbe0r|G*yp~YB53+QcoZWw^t=Sc z1WV`%ZKNMo*v+>FgPz-^ON5tRgFy^PD^|G8DX|<~+*P;~q=qd@o%1C& zaw@LP5_T}f=#Gw;2#$TNp^algvqYQKvV6-DvT?FC_c4=lts+KGD_yyGVu6!VXs@Ma zEseCrQy7$7(V&Wl>=bHN^ExL$w&Mf4o;qv@Y(hT{yi8bOSPuwf9cZR@W>KCjRicN| z71d`5I03Nb2KOKW_Em5oa>50Q_r9lwe-l;)1T6^$awtv^inI1Oq?(22cPXX9aOH zv&(b{z8PZr5f)nCZ%=h#TXeG33Fi{Dj{#jra-jd@L>r6~43&iqS|eME1AC#VbCx3| zBr@iQ5w1?Yw`iJGWi%|axJ*wk>|7|AX1D5& z_d2qEQ0$1%Ww+_wz^zPU`SA8$@>^T}4uh7sE#D}9WA2QU67{&|w5iZnVkho^7{*`S zX=&)lNf1i8H0~!z6Z`E1Adh|iqWUx$%A0b<^s7L z%PAT*Ned0>1T8k0x29+ME4^N29WXxv;QRvKs+ilDTwW%LuREd!4FSfXFn-InZ<7d% zGq&03*iY#2TF{m4=H}u(pJ#uqwV`FaB+L}mR}W2cvkW}kDtls=@Nov43p?Aju@2JO zTg30+2A_cf!W0MzzKc)-`$kRtVj1bseK3jZ%Fv(}N#NDk{O(0u0)=wj`f$6nHG2l> zjO`$c{$jAysrjL=6<-j<)|o~znCapEiU#N6&-R3OBCulXr5tNKCzcJ3~EtSm^2y`zp-VhKjldX7dvchl^_r<(OZ|#uToEqoQN+Gczq7 z+gluxF5XyfVfq8LwQ)uUogIyU^?A8uXoX=BKGGw&o64nkY0<^SiQjed3aiVcX0g2} zZOGE{vk7$X2>=l5YZ#DSd$Fr%2iIGu(wBsg-})*jo<|kqCO-A>=|sm#AD^ zWP|Cefzfk4Vlcq~pD(~zG!l+48uKwV4~lh$frWa3_MtPr2Tj_xPEK^jkzAT;vm_QP zHK30C@rfzSKSw~3Gf=;3Q$?t`*Tq%2U}UDYM!F0Inh{v$UQkR9U=w%&b{s6we?UR) zF0a?p@LnjB3+8hHOp-BBu>|8JQ8cH-#YE;qT`Y8mHdVk=tS3!?{s7GHCKh}N<_{Y7 zSHeUT8FXZ3_I_P?JuB3qTIS-jP>XS|en+jl7rK6;_Y&qVv5K3}VggVD89d6eX5^phB@(DO@E*qYoULX zBIo7x?Wwu(CcFLP&j=dABhNZrGE;oTk*nOs;GXefp4i!QAufc{R}Fs8P-D&tVRxQa zJ*b zv4x-_FwkF&6n2TW)3{~K;Ni4oPBvFD@#GgvYg?GB6JcCHG6end(wBRqB? zxf*tY8j|$e#I60OB>*XS)K+4`6N2a))0i$T!VOTRW!C-Ws@_ zoo4WiK6UApg+|HYPRZN{dlSxtg@+xXi|}kTGk|n1CVFkb%mzAEQ&S9Q&$5q94`0Ku z>a4A=YkpPD+zmLqm_7+mwb*-TUu{kQY|Mx}2Q4(7>^Q3lNBf3P?!E#f7x;H!Q4tI> zecimS$eEk-FsO*aO!O%Ipyli;yS(Y_$P)~}=>by>>=f{)mfyZ#Dhk;lkl$en=xu)x zrcW6ib`eUCAgA(bGdc^yQ98PbCzjV$GoY;lEFcwlz(-Gx&<}Qfn9!ADX1m{&cb-R* zHnHl;&71cVwZCJbBM-o%Z>=3K0i_;b?&xuW_dGk7I33`(p}Ebp=X}x#{3t#BF-TBg zP|JtYjN{oreMl>P0Xh(U{e626EKgK#9k(`~@*62hf_6`9v>l2ZE(;MrVU%iw^`r72Ac z4tBCJTpH^d$aY$K!d4vlkp)U>KEI#!o-x&RO@;k;_-3`rL=^uAcF`_FJpHVyz!t1?BjRr9Rg}*bAwcn8zv%iGB1Np17Rmi)y6O#Lq46i1cq9jV z*TTX*F+mBqELm2sS}l4T+m47Q9tnldYr2PC<=cOGeUB%Yy+R3A%Nh6a)2B}z1^;4w zM{gfH%6#MI{^D%g-C!W#bI`o^Rv}P1G)nB>n|ATCsCR@l8(lmM1MB2LxA(-IV5u#&_65+G(>yz>#B7)bjE|Os_tUGNNs1*O60H1XjyKd90o{auu%Z|i)u@h%XTB(1K96z9%F4G zo4QBk>Wi0l)(6jYZWac0n0985*V~mYF0z4+P^Z&`|KInZx|wO0WgQL|)Zix&pB{5p zex&!fDY;+3Udv;n{ICprHozIYb=%e$}$;BXZ>?q60008RB{gnvZN6l=n#(Z(^w1Y$1L+))EDPf{Xf&?B0Gu+SW2q^5ZHkSd3dVQQ z{RBT9uQjWhC&-+pz+)3tJ|x-L+B}ibYk8KFGZ=72u%$r?8_%o005cOwM9gQbX&|u{)+iPuaovoSiIXzEPlQcq!ity2xR+(*3;P zH^lSfh`PtDda^vL9H6}Apw0|`vxky`;xuWofx-cjmyXd=9WN3HNQfNx>E>g7TIv$u~3u97EhvBLFzeoKM(KM~HcSdurTF6k*}ufm;jTE#a*#nDm$li9NyEc)S~`Kd0y@P*WiCgsd@uT4h;L9RU#yt{ z7&EzU4iG(y+4utEC1`W7Eq`C^gl{)#1FqOYbb~=oy?};$cX}P zbm+=XF&_2y^1AMyuc)FTV_*;9k3+W9hibn!%|8aJ7PKZH_QU;RWn*W28Tj9kP+voK zw6L^P)!3Hxm;`sRv48W5&=A=<M^m@`wnOidhT^o;5|KIcgt<$p@s&<&u(r3 zMkZkvl(gj`q~AhjGtrW(VtA1r0p+Yihv;a0$jyg~w+zscb$R5 zWH&vIFf(%l@M1ls9so6g-f*l<002zjN;Sv%B4;f3-kZ-cF+FdE>L5$ zyA0}2IFl34{&TLZoft0J9zNr9XnKbK#wdUL6iXTJM_^jMc(Lo5m9Z=3ln-zPK)xs0 z#Yh;Xtzv(VcYS>iB+0K)y-6$I-iaZUmxeG|LuI-nZ_xHd<#Zhm%f(I$*C-GAP0m=u zJIyN^fp^*bmK>z16j$2AzbKzXXBS^?KevW0(fH~1>!tlvltTzs$YLK=f5=iMrW(xJ zuXY(--wW0>1leW^icM&s5C*^ev*VEuc;Uqz-6uar=T@~->H{_RB7{ZTl8Iq7il*RR2t=)F68s1m`)E5b~OFZ z(q(A=`y_uosCwP)mgDcDxYQ(YW|x-wt5`M*EoqPICy_al)@Uc`ZYD&qkzr+=^d|Ia zX&v507AA6AEopB@PPMS{pD3=qF>t39`?N0oLI(B08$C)%5h1QDW z3WfzX=mi_%aA#I~l%&yF%e2jawOZxv!sUTdM?3~FisA&RRPMZY(HE==Y%CrGvb;}A zLwv9bYC)q}c+Ar4|9QQqo*WOXQ`I4|Ba{LINf~&lTI@ zJ3olV+DYfhsH!r8b;AuAnKxh@n{d^OUex;R7KvD&@oHiyX_L7DgE3qhZzT(0la5PB zNHC~R{`m2$$Bw&%ghZsM4F{QwjEq_LS8`9Qk-8(y%&zDyeM7?>Ht1q|)`5I9M)9S>84cYMz`ldaA2S9(mdL==SzDPtUJ_^4C^z z`j=Sp*FxS6iw4u-)p*lzuuE!gsM2-R+c~ znhC9)4Z5MBq1XqSXD(g3G&4{U|D1w~U#}sAqaN~(rI{Seu8S_KW;kbjxWuM0=c2;G`FiQ?Hy{KY=QvCazhBvO=DMz1Yr3sGe&OY%l56zFZoMcd>L8QQ ze2;0SV38yh6;*Y0wd3d;xx%?(n+nSO@j}=2u?TFQDIHnG+BZJOwIN@OsOCQhHAB4) z&3omaf5HbJd5(rEJXC-9V{R5Y${~@i*%TLw3t>o+G#+j@gQa&1>0Z5 zfwVIagSg}3Sj~Ix0VYQ+p8!~6m^adb;)LC^B)WS=MX$qaQ%vp(y5^Z5hZ>D@V!)@( zsB7F!th;w96IHI;EvY~;aY#Y=Ue}ilO(h{iL&Lekksvhh$ZKu>D94$s zdcWY{`u6rvVVt8^V<=~Dz~_vNaagI3Kp2aYbg_S!l)rEPel>|s_!>B-nyw2n<)k_B zfI7e~+0XSAr735<(5(-86B{e9t*sq80y-KZwv&hNcS)w@xw^Wpjq!OH=d|eYFJyXb z`4`}v{aaDOHeDJH3pF&-gTN)8p6yc0F*pcdv|fvnz|8WE*C6$Ol$Lg?1Hb4b{m&Tq zO;F;$XiHDXaZ21Hf3c6j9K($H7p|@P5D?ct78b6=mH~YRG!r-henZAAX&*zo@QOth z|MHRkr97j)=`$|p__%b2{ci1c-pF;SklgfQ=<^WSvo2~D7--TK6W)1&C6y<(_v4Zq z?2y{}dRHvM^{7?;eck491Wl!(H zfN8gtwRQE=tglW>;|BHS{l&*a8@+>rX%gjvEjpy4bzu*NDo8a#e16epGzwq7Nvzm0 z?-Ig`JIY62ZtO`n>-h3`Hto?rr-WB&`Zv}3^se1hR1Wsk$ffb)nt{JLTPhH8ge-d- zKT_+0Zi88y5c1-)%{lY(@`Rc(EE3^0ZB*T%&)(fS z;)M|}Ps-Eet`BB2+}c>VAty&mOY7z3MFIa9iF29LS(_h{N3YkgZF|Ced1srjL#A9} z&w~=SG?+lg78Vv>H0!?TzTmGlI6K=v<1Qc|;Dk>v@O%CGw4`KgW#yF(A|V*m%_H&# zcD9KC-^OzH<`~ipcHU*L@E` zRBrkCSB#r&!Wu^{Yw8g?uyYiu zG|IBParm1*r0u3F_SxClU>_+BL;nNJA|a5BN^MM@d6K4Fr5h~S`CjmM$?w-NcJ&uI z|KI47woK@X05aqnWq$$C4ZC5_06D6vtDY1C6a0PHd|ijc`$~?Ed>cf(%cozVv=DS%aO)|2}x=}rW4J03oK_`8uf0|Ue6=7cmS=u;YCtGuXQ1qJ0(<}j*e z>rwB(=NnsEa_5?%?-v&KZLYrrTk0eb@49#^u{Sb49`hsV4!PsTR0`9cvL2Tm4YQRM zSms2Doy{fqF^$D@utAYP2p8vEF`gIaPBPzyw^@aa%@YoNwgW*koJS4fv)O_>4YP>$ zY`{vxnc!T!kcf!LJlxxh1r=KdL#OU4mA!j+EZ?HP2|`14$f@gQY+ZftS}{d9v+poJ16lTK+u7V>=X5JYk-4bDQxN9b_8~l*a;d3yza{ zC+aR(+hKQA&R}!YO8Yw&4Lt>CMmO&yRgI2!gs}eL))d~nte|TrL`jmm-M0dV! zf&3)-^fk?u-ct3Ss&^+?6qTRsyHem8^2A(R=*&yu@^vzQY<0}lM5}DezN*h^H-(3f z1}Unm_@v~hm6(>%10)2SYfKB-jKq8;#Q_F>Z&pd?kdTndC5$u%-a)6Sq=-mC(jUA6)p_#N2_DrO5Nbr+H${+` z5EmCG?^8-bFGFVr!ehbOeN1-M>#1n|m$CLhUA8 zq(ktX$Tkxvl!ih=Gc+<%Q_tqn;>+gVFjV8KQedHx`a<^AE4xf%cXxMhAD{fxRg4rV z0Cpv^IvGXdjPQ;@E<#hWHERhL??X@u49yk{@nD7vds!C|DuAC&rmZ+oP0Y!uPM}gmxC7e9l+BP+SZ^| zmv1p(C*xg8#;uGNPyY1b02$HXg)(6Oe-P`7l9NT@MwbpWj~OV8fne1sW9o}E;XTsdYB;3DwVTbhvG zVNg<1D&O8Pg{?E$ks6Ul@e?ABO1>GxeY#{PxIU)ZQ)mz-G^<1;jntZ_l9pQ@Ruvq8 zo8hBxEDn8Fm6hq;HkOC-x-@Irb23VL>jIgWTAdafIaMIIR*?D$^wRDUut&kn)(VO! z8~9Bz56`q*>1Ed!w+^bZ9;U@zfH5ED^H|@XS-Q9{ltcdX#fu?(_Me#lew~Kg zF4&`nSMPiNL<87OM_$y~1>Vh_J)CzVwYRz+`Q|q@-6o@ir0Jk=-xY`%d}YfI{Vh=u z5p-a}nuQC>>EJ^_HHAi_d2kk{9nw(lJ13>2*i3#u6$6<>wNZ{i>n`nYuaC1lO#GEK zBY&uC{>!@fl{WFJ$=j`dp>dIqzIZ}Avc^5pcFp592b)6~>lp6f?_`UGYeAI!vP z%T_woI-?>g(zZ{o(H?ozJTOpCGYQHLpGHH|J+%H(v?@Bfyw`Mxy7Uh|AoAvo z@^?KlufDiLVbhF+b#6OnSn&Ym z8rF`;e=%1n$A)a*?S16)OY<`!s^ZYsJ;l!c61oKo<0#9wDAfLE=x6tAhLShF-i3GP z*IQH>#Vc!=s%2qm=@N&A;v<3gtM0|zZK*T@v%QeCv@{uhRx$!&=pkm2N~i;no0AN* zXyid?{nxt@om#LhWi}_3Q6b4w6wLI6@cQw?ADcG$Noe9)%{tz++2$iVqy5n(B5|Tk zj&09iQiNu`3fN8mwC`||f@`QUYQoX< zr^Cz_!r)^Jlwh#ADD3*le&cv}w=Vh>DzQuwCyxTJ3ZSc<`cPJZf30qove~sg zWJla;7!EU7Wi`*-U!@fP!Xxi6{bgcy{5ec8*_R&W==Q~^uWj+rERgtcA3lEaq@u&s zeEljl(eGh0ejaYhd3!s{2k8-SyStUcc{Q2}2HfxH=$yJwH~E<+{PK*@&xb3qdFVsO zu4zyuDM)X7S2JHy^Qa!|1v1A_N0~eFxpE0SSj4{-+v0FVhQf1C7Pa*D_Pap1hc+k{xZoB+2 z=8a7e5$CeLxrDiO^X6c?g7g?9Ncp0;Xh0V>e1Csk)N%eKO33_!LVR&oI@F#Nb{KI5 z%o5du-o$OIX;{wG31|V4KO3&4#yL&Ia@428y$lB-Swrx(Uqez#B6^+|Sy$-Mar|$O zZuIrVll;42R_W^c!A?c-ln>lS5pIB0sM7YpB}A091;y#O-MsmlT~ONp{y+jpy;D)) zQnh*T!$+DuGm$<=vwxiDIS;H)j{u)!an@K3e9|z~$f<&lkn#k{^(hZA-@I{Sw}RCA zStenNnR&N+D4{@d3d(0Q-Iv_go3$3J_wx--O*KNfJJ=u!%P=|;E-gdB}%~eIMx*$OofM zGlrBZHo{tCzJ9$3Tl-?vUFdi4+fIJpuW1NXAM9;$6%`e3<*%Ml!R&#i34UV(eb0Jm zdAei2CuoPlRfyzgywls_c+p)Kb?Xk)1+!rwP_98hukog)MT;A*&R{pE6g-~pY;U~_ z4@XuME_rBSx5S7pz33!u5eL-7Q5_Dnrk^(wx*%)B_#HVD&AbFl7XmJVUmmCa(LXGD zt7VNk`M@@0yjoM~A?&wC?XC}2pnGaKh6|jL%=S0+l~3>w_9$6JMaI^>*Cj!# zOwanp9WPCu)Rk)_NN~v=$D<5+O+3Gu2`!ZjY#jprllu;7z-Db;XK`^6G7>tdtt|N` zbu29vAk%=>2D8XB&zJk@H0Q;LbNzRoJUIb3$L6f1M~#t$M}g3ka*Zzy)W2`x+m;~C zYAz=z8A{4cZ$S;D4<)Yad=*sygTQ#{$o1>j(}`VB41s}eBG^{y)c72sr+2KHz8rOT zbBo|Xr43d80XC`9Z#D{X5{+59^<>b5LDB*2~jQz&>A_pwWUGwWk#GrH2ux zUbfp)Jej-FNMxrg(5F4mUI>s0ckdn`tE#G!&)~aoq4*?8>e(P!i37o4sQM+hdSS>! zyhmJ@mPah)-=$a!DYEutc?#{RA4#BPrWw-1_=P5ZH;9ljEM7Qwu5eKBatgpaa*(F8Jx7} zgHGg~Ap@TkQ$$?Xp7rkkW4&Jgr;L+-Mn=xOQixDCag}Qz%DTn z`-lc?ANez=cugl$aY)vi7%bIuie#J)4E7M%7W_8jcLClkriX%SytCPmjf<{l-2zi+ zHIjBJ9=<*dsfLBFR`m3!LYES0mpJWg5!aXEclu7*m@ULCd3_pg%@TcUK24MRUqBssn>^o-ZC z5syP#@I<4ORBH#GxPmkJzUNmpiaeS&pL9503S<_23r#H_q%jShqa|n_D0lTgt2tP@ zy@5~Ds)!S{8NUcw9kfl6>n-rXjLzLhyK)9!^eG)9ck=={*RA9w`%ZcfH+q(pv(O9I36fCvj z2St3g?bJgUL_nG}w6-wPS+Bjhwji;+Hp22m%_Z)PaK9~Wb2!f#cxv#pAiH8l&J_e7 z20@cY{-*P*tK-mh9fiW)sBKNkZR2~Q9L?L%Q1Z#%0zPD>v#=cvuIJUTiGayr1`X6s zJBR?tC;`?p>2dGfn>SAi37rsW&%&!Cg*;MtPj{rQuVi`z4xRQf_$Mp-X!GfRJNpg# zP5o#F&g;$S*~!tthMoRZfnwj)VZGbCDmDlCTys3QULMzPMK|)CA03%BUH4$yd>IgM zY-9QLD2=eBw^!`-=2hdb_5B(88uemLaHGR4IpO0+Z^(Qw2K~@UZ$bK}Aff^b;|gsm zW>ITzXg+5dv@)LH({#OR0$urRA1iRfhEus8@^*dbP#~oq(yQErr>_q=JrbpbY*OyU zHbLDRC1Q0N763UTW6cq?Y-|byT-iD_al3T-{h@4igo<(so5Kl5K25D4h_7PvD2#$| zu1oUU>lhDcmqi@HDw#riih)cRfo3sv&WPk-0~+;ARtK<1j|^%#EbIz#`chR6B*gh(8l-n^+k&8`5|96C~ewxK$lFEA7Yw2v19BJELJAY3jJTM2J0^%YrJS=5}|KNm{TCOtP$$#VQdI`2qD?Ylz!p79Hf z;ditCrhGby#PM76d`e`6UQ@cqt^DgzJO<_BgM`UEgC)dqBC2+`2-R_ITYer?(mh}aCR0$1|VQGiX^wt zIKF3Vdl^PWFdQA3n!*~1KYskUwyy4>s_Jb>4t*(I8Tq5`#)w$G07p>DgN)vpnS?!9 z1yd+=kDNHsIlA?O6%u7+p18e5qGe|8d*3S+(TR(L2n!QX06skZo^aLC(NX>TM$Z!S zc`mLqLPFth-yU^_Jm^$^9-L{_4}Zc%konj7NxP_r-w{M##${yE-Vk;ZX;QzrvIB1`6l<$v9+C%XJ+pCoj!Fw|3Up3Dml50m1#`m{MCT{gn@J1c2X9y zhQ%U|c_!#Elf}`-(Xlb41Fx}5GodRS61?8rM z#Dd)tnJV4f7ef(^P-FlIgFlF=g3u)a3e28L=pB{2ku=j5f87Ls{V{sahk(LjzCiMzKe2_!|dA!#*v%~ae9yf$OpmF z4x=j5E{<>feg);lER zFr@ZkB@+J}W7u-L&;2t=`)fg7!jr4PX`f8V-`%_i7xBFKSyV(Ueh;oatg61Aij6J) ze>8n>@Lv5dBIJ4LjJlPO*jptv*{Gt$7c(`jlL7H%O!p|=X3zbx_CGW?>i)SOki{F_ zH>USB#ovn#03rKKnm=d%wC}ceo6%UfSZv#{`p5F#xbb_N{`ErMaK-ty?V*vQyDcB~ zE;{v`pwd(0F`)yHwlO#)($3kV=|0^3<0ZdIjsEZQQ9Fnm0&4J*n#6fwr3d<#9_W8g zs(W}R{hRlg?Pjwlxr-OeAxan6jezxfCMc$JnO87=kSgjS%Gtd_P?)p zd&5P0q{#6<+veYG`sSXZ`on4rt4lNpC6ZAd@~g#S89afx7$j345*Jscs~}Oc$R}O% z?OT#S^YJ4^+W$X~lw&aK3|i(8d&ipD*=T#xQ(HGiL(g-o+X{d<4Ok&Xz3gh4{dhZ5 z-Pm}_wPKM9auMZct?HXwn_?v&g#e^GlJ0;j(2T!qCDERIce?iV$DFMxOy&bcwf$G( z=W%`Z&4ID%ZAJgVMg6h!V>x)G$UUh?>V@_>kuUGXqjNupb{86R)qe=)n(U|o5Kqxk zTs-hesVbWuOMjj54;C-_k`D{7gN03Hk!7mce${0_g0Wrd*ScD-vQ^&MZ`gg!OBXP-6#7tRIzXg zN7W)va-FM z!a*3oe*Y@HW?cNn&MvXs5XvlhqJPdD^jPL`9#W$yLOBdP+(Y9etHlzk!!Je2gQ97H zle>(JKGlqz-S|*7qb0&P4jf@f5TnsBURZGBpTKsWn1ns!>zBC{jFgj zZBH*{cKFoQ=dq98=gNR-0fP#*_8aFLSN^cR%@?xL%vM%bbs%mLr}G|m-!0$-0wX&1 z(ZZN%&G;nomyG!m!=CrGHerG zG}5OzIU`7{j^2dw?Oh6(PRl!$Mwb`I-Uh1_=m_wl(RX9{vvTenEi(Dfwy+LsY--f+ z_u&EZ@@^2+Sz$oCOM}<^N^d$xlt@wLss%X%se7SE@&n#tq%+sTE`$Bv2J(I3g4teJK(xRNgsm_wd=H`iZOvFONb)v(K&l4T# zYD!W&qcyV4Ha1I+o1e9mGchrj0!f6Dk~R^7kasWdWf0aoq2VHL7;(zF<3Hhf^g^}` zhP*Sa7i8L!LCX$!AmHNzZO>#7%p9ppzfoU%BqF316fhWs3O#%~6;+=EwHZ}*d`r4s z(8~&@5F%nCgTupp*rZ&7KBEcAhPLIS9 zO6~v6`l_@5Hy2lZYwOAj^Bq@^L$R{4F<%wv4>xJeQhe~>c{BU+xprO z-0df-PwGHJ@+Rn`g4zNZ5Qh8$CJ|xSuN7CM?@jK7!2(D}enX=hfL)-|J-E%Yj|R&S z2o5m7WvB$oShvTy*FYp*=x@q9FvIpdE0Fvn%$NYE^bP2$fbiK>2^7c%KO6|V9i(w6 zkVPn6;zZ`b8|u40r|^Hu_*|uZ@$e*}ekMwBk_ne1pQnBf$OT``Nv!RT?$BPbF_<-Bv;Cohq` zxc*|j-=;#$lBZ&0g>dftdGZ7$0&a77B3Muj&m%n0@UD>-Ag?-85zR0W;iEdlQuXu_ zEv|&lq2G#We@0aA7t(0~0e{d2-b1D&EWEujLH8My8Qb~7v)p$PI*0afIvc2rErkZqTK3Dt7B;6&-cOLLNX4d zEtS==uCpAmA9Hh$0kd4MVlRY6CUZg^Q>Nj@&&Dgw!Ldp49zTu52V4u@0`Svn#_<5~ zYJe+63qSQ;V`$-&4?cR!)d_h4xyJr08_j%MU zxN)m+pO8{pWQS(bI6O`G@2OtS7>4$g#ZVVQZEHtZcJ`u;#mGZzncZdl0y#jK^w1wk zPM6P!7qUBw*%=3p(Qft8ray1M8@vY*DasrRfw;Ii3D+Hsz-l3ov`ZVv4U^eFK0G>V zlw;9Qd9&C7UoF0~{!28qE9B%0ub$O@)E?y`XOJ^ysV1|qj$tKv3u2+He76C^;evA#ACToxRl1)HpVRsd(DC zd;n(v|9%5_*`SMXjIQgYAEW&lP@ZNMW0r}RDqC2d7a`b3GZLJODHP#$22Tit zqUovjOa~ay+W6I2GJx|$0+D}d@Qgx8NTeRi$k5Pp=wN{hOPYB9ar23}vdvMPIO+fv z=F9U7obhm9I9yAO?{jeQH^Jr^@&UVoth1=KqbE~qHz;dJY|UiC6smxM&P^g*OL~V2 zC|he&Tf|(W0WvU$?wqCIF18@g+?r*pq;tY5#I*(8 z^awTQnal4WG!S;yjsnggTO}?ObqC$4o^RHVrZMeY^zhi^(J1l0+~aZW+J{!%M;aZr z5os`*eW0jF;rag6oF0o4H_SnoP!l_q;pXCI;cWg==&Z?+G_{I1(LKo(Oofj$R^yvE zIM{9K`-zIGJ!>yNf`Wh=)?@JE9qApdP%6}))j>m8%hRm+tuJg@IRc1IA8O{4?P-wW zXyc>@jmaUsV7@B}21iUmI5fb$EY`6y<1>u^RYDo&z^Ru?#PI1>+yB!BA~99JdQ zAkx(3>g8|C-JCVDPw{;sS?veaDbC3w_TE(#ByjI`j8n;nF@UHww~uc92w9q;nt6Jw znmuA925RgmT~Jlan!z7u_J4)Q=Jwfc?ZU^fYq`m(U*p$#uc0F15iY20z#p|XR4+f% z;}UWZ)8nh(egUzWnf z6Yshp2&dwJ-%N9>Fn6udMQwi6`eZvFXm}3+MR4Q|)tt#=NpO@L8>5>aTMPqdI?$`P znB9E*NWHp3dhH!}fpwbq)q$XNucN|m@qn0xI_ZJ&P=$&FcztcfV*?qZKnUmW;)%id z^KH(R_KFRx0ohEzblg^Rb7ZM7Zaaox{U$87wY_33PyRmDNq+vLo=hkBh9O8lFUAl$ zw+o+x7(scP{py^!Hto-7VZ$fBUB%9=!JC8;1;Cye+qbyvtn(H0<?V4mB*R57!pLP3Fe0Go{ zGkjZx`!-EyNJN!3h#pSexUoF8wm|PL!E)C0^Ad~reL7sp)*Pv^sVSdfWOVZ8H@WEBd&1mzoHvh=c)9Y?cL{KOc|bNY-fKNUie`$@63FUV+VN5BYW zeV|PHpc8mAL_SEA1&}_~Pq+CB7mVg1HqqNwR+l`S$1*qZY?*cjMSoOTr%%)MzyD-} zDAItj)~T!Vz6sM6%a>8|trjVU%ICI7E2qRbf3E9Cxn==rEMmtM6?XmFQ+{xdFmpfK_QZ<1k?bx?0>^RR z2%z8Kre-~}oYnpvGU4uW8$NI{%$qt1tdsgu(e_(6#cqN77uYCJ$4Hd-3+5x+oFj+9 z#l^+oZmi!gJ@o4Vz$A5Ae(wStIn#{s_F`A@d{LjWRd+Ju(trfi=`5h%C7yc+oZ;ahghZRTBbt3N^fnI{2fPb zs+BG`X{|qPjA+fkpfmQzg3L+2kqZyQ&Pee=7;`RS>)CQY{6G^sx(49w1XmyfTuf98 zN|;KHifYppFZS*rn~*nPGcy68A?YPuI?o>#X2-eR zQ)bBK8_cZVF!(&ZXAZ;a>6y7 zDCX;=aoN;P@+kgShH>sMzRtae9tj{noqgFlH}`^Az^Tmb6+-FeFhR{RIA6mhCJV{mn=5%01#2r~53N+F${s2tsj$5(A(X}%#yfpziv&e- zKk4$deOm4-2T=tUDQVzNQqas5^)DkD&cF{=5)CuCHfV9o;yT~G(gm;7k;?aH(hoW7 z8%%&(;d3~!-#z_g@l=Nb^xE_Lp*DV?{;=m<%+DAQ@-@BRTK399zZJT>dPLlHGLVES zZ{%x4k%s%sgmQ?LM?QcDEnfv0Xv2W9$7ELl4F!p4Zgr5wcyzu>L{#kPahB`0cO}{` zE%3zQK}iJ^m7!6QLs(w;aRPMwueA5K1F;nLXHr^e4ERT?Yp8n`TUdcMftj_7EF#5Q z92$yJ03#_Be)=3ZY?Ij@q|Wv!WiC+KV!d=M!-Dg!jEp@7maWPud?E)wf z`6=8iO(40>KPRmbNo+^$E=NN|9^Am6i1GNr{z2-~5}{zH3Vc{l%r-T{GMi(WnG|*` z>5xY3rOubM`aaInn-(#FLD^JImst$Cx)V1ut!!<{64VMZHpja#i|xLwIYFXPZ+pgP zX_&+!JxUiY;9xYZ-_?Q&#F`C*hFDwiOa+@;6W(J>F*Sd7VxrlXP;nicS(sv7O}6_~ zn5B+>GmPika}xS5KNXF^AJc#Zd^(02-XwN5!`udc0$rfu(Vw@Jel@dj?ZzQivFcB6 zYK+nAL9x1R^(w_Prudbi8lU;Pfo-#`P4QecrR~i{HozF^^ag2=xmH*UB6|04z{Ry> zAm~T9?q_h`sn{9e!P@~Ifr?OuOFRVG z&lk=4cY}M5m4hj>AN9WZ`ug7eIp3~XH+?=~SunheRbydcerEg3XrXk3a~R5A4v=~S zn;2CIjGoX^mE0Y~tpXfzKw0C#{rj~;pGLUXr^S)z)xz?fB{dJca3jS{FJPqBFCvCn zpvR25H6lmLu&{$IA$&TAmJArd@RreCJxnfhHH(NVk);haD(1LU*1wFy%M*%{>yL%f z3v#UDTnL_?x3j*x@Rbm0^v>+s=lAq2VS-t~-VnEl!m@lQkyxVS`lNE@rL_5VFTn&$ zg+Mmp+YbHqp{yR079ggjylNj-b0@DYTPES``R(pkw@Dy-@h&2QQ%y}xG-jVuM{QE> zhiENYty@1J4+@LdxQOne5jubgrcbw$%VM%T|U+mW}=Wv&@p{0gt%~wK8Y>h_kcU9O4U%(tt(0 zwN2hBzFWml`{?h`1N_yrZCL;Ks_#p-hmeSltxrC9JfQtqs&w&(O}J`PtcuGI9#Vpmmx|;Ae5(6*!IY=_Pto(K)yVF->J-fHV&!uU&P#p^FEuNGKVNV+W4S1`&FCk<%~f@JK@}P;YU%c= z*<}h0o^Ib;$B%0#${xt^F1V9yCrlSYyco|HtSL*xLdvcxpt7~Y^Upik@ zy9<$8(GbZ2^MM#-uPD0Zm(y(Rx^iO9%2DI?xSbKKfz!g}9Q zm$JYp*<74>K~PXbDzMC?kB>9OERWNnV7emS#=+(>D1pOt*i^y-_qj4KCnvPUAP3Yv z!(v0Zl#~nw7negG3toL6uzcW_eyTu6UATG4F(wan5R5FguO5RRa5Ay&6D=ogp6i%u zp2hLLlUmG#ezxQwmYz?q6m<7&kj{S}$b7Oz8>*OVI8e3p<-G=~v!_H_o$E=aQbI-i z<~{L(A>TvI+@BRm_dCXC-ub@UGN3#U`uL&B#hm16XUVbAa7lYx+mP6F^RO+6K2t54U+YjA)gx&Eca7m&rkxoD5*EE2k6KZC zo-mGF%g)IQOHA|vco_SwC>50zDc|(;K-K)cKjO+r?6;_?UqRE#u3YCG)~quhgg$q! zL;~db_;D7E^U8LMde?sKm0XkKA7t({RqM#`J9p{~m_4T+V5%enV z)$0w@sN`9Box?e7KF^PD^P?oobrmv6jV;&MPmIaxtgey3-- zJCma{Ws`$E3u+*pw15V*l29rcMtoMWmIL7DPc{R8Z*_igYUy zke)(E#85&N2$2#{5g7}hK|rY@HH0E1p$8G^(h~v+MLHw|q=XU(yqobEo%iSW^L@ix;9^n))1SAAhJ|gJxg7ch9Hu zvs68*TXgSXteDp38gn-oVQ-M2O3GOhfavcxQ&xso;@+m%nVDvP_@E6)#!&+V7@oy} z4z%URnu|3KQQi=Lx7_~Edc{i=p`{?5)gOKnzI45mEf>i<2qu`LQd1Ke8ab6w9$L?Cx~?GI>BCy}|2jP?#(L zC#p1JWMyPvcZ>^SSGs4OSOY{UR^1`jz9lhb#jd`MP6EAtI!Oz@!hTDW_P#C`-WJ{M z)#<;_yWUI+c^(7%O_Jn%$gg!onc;ti`OUW3ZvXye9fCtbE3G*Hj{eU6eF;bYbpFl3 zUoL?x8JlWewGmUGt1$^SbBg~=P!I0GAE<#_{bfGU#h4cI>r5TE56NeCfbiklZ%BLl zDe`WSjy~m!lohqQUw;UV?2RWTQo2<6j|*LSUXp4`f_!Cx!}p0!!Y;k=jj^o8yIC-q z-rkJuryb0G!3Ws5Za;1BWhT6HXULw#Ws{h2SLB7ahcVNS!#{s^rk1s+2>RbLIc?*t zEQ)*WD>;dDch9r2-@yOfP*Xr8MpY){gx865b@bTLD`(%G9=vo#FF??O+slaBS#_bX zz}a%7_RphVGd_Jf$yWU{8N2)B=;Y*IU_Ot+ym!p==UyQsGqYYDy*9(EcM8PMI>-x- zvZ>mTM*IY<9!wfK9JHPa?!u`*-IZQ~&X{JqARU}j;@soUf&oB+5en`@o}fEEai3Fi zxq%DI9jRaL>FQl`|EPbTquUbJ^QjKWVO4|W*4 z`9%*+2Vrz&ViW6Lc6xNza{haPe-`nQsCqdDrtP77yMnLSX(`-lXWcm~n|riEWx?KR0v8>fD}m{=u!WsHbLJ*zrq?Pt z8JV25iQS-@)n7`YC1cAK1(gFbqjOBfA%2@R5m7JSWGW`-c%Peo8MuLblEy~U^k3fO z(~wh(tLRf}wo|oW6q1OAJeK8nV)v|ZWP-_@{kcD)f=IY-y!C@TJtDGvz`Pf44%6Vp<6Lw?;Y!PS0oD~-R# zVpqzQ)>i&tWiY+>myCqp0LQ}c^&MxReRGRrNg|63)w5IB6^3}g|aZA(tyJmxA zJ3D&ryY`YTuzo(o>E;G$)o_5lH@9}fi~Hn_uC#0im9}YMW?V~b;pMq{1JuT+v9bkH z9Ml?Jzt5GpdHeCFlkXQ7+=CpyJiQMr5b~( zN!qbO={AeJecjW8=?KP#_t=TN;*GUuf(rB55!Xt@^h&rom7CRPaH&xQIBUaymJ*%A zkXbADnG#F7s3FBW1G#mpK+Ol^6&YIYAGQ{I>vVr0jTikgCM+yW#D7$?47EPy=`CIU zOJ{gOxwAan%4Rn(SexVx-23SRMc^>ba;lrfk6U0E*@#}c}RFftVg;3tTTXoBqYB@$sPwiG8 zMMf_!ywKc|F3?z~{bOLI7$l{@s|fV7XVbkd>qh4p`S^r`W>Ep%`3G@0g`f^kNN4*M zEVZF4r4?;;w!6DquqQ9348zV`-5bNYd_Q$*dT(T8ie1Qv)c)(S;{1mXLrZaR>j4|u zV_m)-uea2a=tM%AO>UZva83O8HOwe-7RpjC3DI_h%%m6ap<1P|8U(+m^DhXJJz15Cn(<4+~>W z0X<>fd6)p&l$7}lQw1-*vq@m8m}q-^=*}5D3y}l{^Df0UgtQM&nOS)n+4SWLmtdn^ z%WBwo(WY2fP#`32I5|N}{j^YXGaR+@p_Dto9G&5r8iwWH8vE< ztcz*2BYu$lwfGMl^oWQGXyiu_bGlq*&41N;421ln7*tv=rRc?;H9sF#YUoV4-VW~4 z>%zzs{nMwNs)zZx_nDYyVVc(NM4FcA^&)#-{^hr3LA-(&VMHQGJMmM#RDBX1tQ!EA zJNDKrmQ%kyL{!CcVs&|DFEEGqfgf#l)!Mi>%XXwbtn)FUuF3J7<4CmdGiA2G`PSD_ z2`N)mtwy%Cujs{2Fxzb1S1G~4xe50}{Jhy`AzNx@&z{Xa-3cPmD(da%viW6TXmea# zTu}1vR(WS81Q)^n$P2h}`JYvJurSosW3fEwpFuBnJ_TuN%&91#O@Sn9iql|#+p1T+ zt5OmX>!zPOHs=MJjz;YFh2TQV%RwVE7hf`pqvEPg#JvU@N^74e{c@Dm{i>FDyVZ3a z9G&E9LfG(Mnjw6vu%NX@(J70Ci)G|}J9qB%+o(kVKY;=gn^>|NMi5D{{spdYI>l!iFj>9m!F`!#se39m@Ger46 z!3Ca!SYk=|@AkE%0KAO@4-ZnclaAB*l5H4!I4QiY&Ut}k6{}$vuCcP{3_P9_7L3@C z7g+~I4oE;yjC5Gknks28%%gc6m&)7yiQr;l3QgUT1Mue975Q%1NIj)A@p1;DCRo?^lTxO=+QwV9v(SCI{hxnFn2T(#bhYW|ORU8gV)8`hGl%QoK}v-a z>-e2}W1u~xfH4$yV@xS}0@U;Z?_hL~YkY!aV0skJcy7VwX8kiICG#>DWXOb&k}LIM zTP1Wvg*C6@!XS6yVj96b=w6rHxd8NemxjO4%=Ur#fSHOAE~mJcpT2$`^Dq#w&$pRs zYwKER_;`mX>gik6jFC5o&L9)G(rQvt7B+#rgaO~#8m?@W&WRH;R3KZ;3nTRglVgZY ziy_qqz~{BnbkYfN4cgs3;nsN$NJ){)YE~ENsC0ymuC4+v=B+0N)3wqpN0@sfr051W zT{+S3T|Y$T~X1AU^e!2b?U zeY3zO{CkKc(Eaj6u>3^Zs>;zL$)yVdRLQ-D3E(QR8w-CxI{zN3Y4xwDiWKQDmpu2; z1}v6z(nB3E;N_Iihb%7W@Sf|C7-S}jRe|L^vXI>9xd-MK!W_LAIgw-RF_>*!4B`~< z!U&@jz3?Nl*6G8;2YJh!f^Tq!BES0`Mb7g)BAVetbUBc!?!PRhHf)&l2!Zw$uFxka zORvA2AunG+Pxo8_avS~PIWVk(zJ8K_y~CRq@4??whk;3Aep9s$Xf~e`AvN{-=}5>X zmZi><=OKtF{_L922>7L9trVlYik0~694W1E?jrL9=wyLRDqE#I3?33x@r+-OU6E9j z9VmDooskg=s&U!~M#eT~d!v_rxpePN6S|b|Ep9ng-1~HM5k#1!}u?0p3aU;u` z<5OE-Wd9jTC1x;iWB2z5uqCyY+p}}By*d1Li~SK*Q)^Qf(To;ab8q8ZpRhsX+o&8T z%@(MW6F#>hpeXxAojGl2f?*m+4nvZk1Ttq}MvfM1oQ})cwo2&9m#;qNFl89~PhD}v2a?;XJ*2^O(;m)fF>+@Q` zZO}1jGt@zqUAS-o>>t_2cUp-eVB4CUGT86ySJK#3)9sadh&Cw*}z>y z%b(WIc@&)G5{WZk8Vj_WeP;V%7x+83JnuI}{o z%sx7r#o}y*A^O5}R9AO`ipRP4#_duX8zo>~`dxR243cZ>tbq1+4Wh3E=FFg{`i#n# zr@I#9$XPZHU!XKuD-^NGxAf7Yt06b9J2rQ-aZR7pi*J#W$-3m!V}I=0a_q4ya}Lq2 zJ|vQ$qPO7=I4lTw{ZJGt_TZt&*KgiHoi1D2=BsYfbu@R<}9BoOs{BY3piZUy^ne``K z<$8h&i8g>mCRw=;lv%|YRK^ev_7#MP1TCK6uo$d(4)lyzNyvcT2!AEF&LSFCG8`eC z=lue71@hxI)>D$P3>`br2WIjKE4KqNc&pGwN?MxI@x~N_oY?5i5JhNdJ<*8c!V;Ww z@H1AbtQl4JuC3GV24A>vk?6Dl*Nr=JrDbe(5X$OyulUNL#OTUS5^YE9)p;(k<~|+= z261!C9lPhJr4<%zjkK}M{1hXpb!|-UU3%ag5!8=(_bVW1A5cG3_t(xN6zR)b?)W^6 z#ThH^Qb5iVqduLbLbPvn@7HWI)^|&kt#Wz1oyQ{6;h@bj`p(=Q87s0Dn3{5EM?CdJz#1TE&rvajre9!I); zKBejCLn1+twQFhC%J!C!vonX?Z`BOX?OMOltg!mz_vnqZ(~&@l;Xxm=tx&`!vf$+# z062o1iZ-y5;}hzv`t-~Mq!CpFO?+r3Rj0{ljhjTE1|=*kgxGzBHhQrunHCfK0Hi(- zVvv}O(5vQf;WCv3aE(^=HKNyYAOJcV80B18DKLO~&g`B_8!$N;+I*ztaNm315Z=u@ z!`^>Qzx)FS6d=h(F8^`GFo13{EZkxc9egI)d0>Zv<+*PzcyU)^1Eveo|!==sbYC$x>iYg>*t9ycf@J+v^ zse0t>*LQCV$4y%ks&5;5c(_DLyYRu`cW zaDBfzH#L3pTi8_#8gKkoiq<|8T5iH(UED0HpQ{IY8)eszy=cp zbaw?OUoB~Jl$R_*{|(rfvV4L)1`7hRxn5yJ&POZ;ujlAoIX7MovI)*N6mH(!9aia5 z1j6qVEfya}-T4x05NQ=tu@m< zvT*_tqdO~m4|n*G1?jQn?aN)easht$F7R`G43BsEufN_sl=@}cy2ae)$!*&<-mU}% zw0y3O!5TF#@7vr5@&GhCp9Rv@H7z%RP6!%IocF*G3S5mnvlLwh(ks^h7yqpSYUMA^ zY}ZJ|IAB`EDmXj@o=p<~c}`TfAQj*8qc3UQsI6so5L0ADRSPv5K-X)dNWtAFDa*K13)xHxDdDl1|ln?q{Q^1 zeVYl;<;p6T&X(M`SXy$4_3f3ZxS04BvVQHN~l{)I2=7Tg#b$ww*NH;zlDMfSQ;Xj%<5~BC~;RwdhNC~S3Ufuoa zBvLU>;R8s+9aU`aoQQcFBneEBSY!2oHE8rDc~;sO0(t6PN9$!Xh}{Z^FoKEe1PHJV zgIaCg2OluPHKF*vxt|0M=j5q;5MW1%S)KPu_4CfDxPWk3zsFl_o|TlA#N|a4Z|Ct2 z3t=ol0@BmdyFDi|H)<9T`T;clO}pidx&dyK_W9=WfYF?QCP>9VI>%khiyWsUkMZqN za0gB%M(Ku@D9lGccRfzALq8+&(>kA@kK#X=ZU0bVO*P2Y=+()6H<+VOf8F`3Jj}yGx3`xLcZ`h3z0b_7k(7`y z$_N)`9zT-JW_g^wptIb!{K44Rgj#B{yC2h*prfO2WN#l0GGPGHIxHZN!B+J#n^!P4 zs~ZQfS++@-1GqxR(5ajJhlKLBZKm(}-OaYN+FWmRboA`W3+AArmq{<}5RH^V=h4m^%fTYLcMlJ39zS)I$k$^mAt5_+~97NNXDc@yzd4U?dJdjQl0z@YAIpke?iBlH|pEmOCo-_~UF;!pE zdwLu@ISA)kCWl^T7qKL~&f510fUe$D{uHTShk%PanY`vsYofBy=hSpU--k~cQeG9< zT|7!Dv^WE-*5>;s6=Ha=P(@Glz0M}8&{m${h^(0eepMd#lVYoAd{a{K_l6 zjX!uW5`f~;!D2R|?s`Xq%+g*01n?sk>2eG7UfBBgb$i(m{r9aeKC8OH0ibmqe5XgcOt0o|v zivU0N`k}nIyJiy8pfnmrBJ6c`b_Pk<_uVCeA6k65dhH)rqNJi&YG^~dC3{rsiVr^DZUPg!i;`Nq96A5`9wtGRRYk`=ww zKPc_8zA{)0^b`fW6BCVAA6V^llt-!V%dn@{R*#>~R*r<~HN8J9fk}tNqQrOstP#q*EEawUp54rW<|39`nbgWca4WA9BF_YACYkpW|F^Du4lQ&( z^A8^RW2->Dtuu0OL!+KlOqsY+meATdI&jnby?ph6+CXXODx{Ns*$6DiC&7U#1G{8G zp958pMaDqerOp8ai(GSRAKsbh{;5jir6Ofm|2{Bb_JyTaMQe^N%c&j>oGkK-?Y{4_ z^(6oK_jUGjcemD#HBKi0o4tXNlE5Q>k$`x5pop>U8I=6L9AnHA<)Bu? zU1*V_`#{#In|9I+(9InUoD8Ad4?%B1CiHm1agf_i1D&XV%i+Y8yQr|5&XOd8B6BLs zy~6c(UoeK&@p6?$6n!XZ0=LIc!Tm_4{lj0Lg*~T*iel3nBi%9!tUx5~>EnYV5S&9i zdP)~r42w8Lci618`Ud^Jd8;!cJi)v;Fh#7fw-;hn?w#9g`|rYS+ZH4Rq?+*5edLMk zj{m*taU^J6*#Kafc^_Kp>a=Fbyt4TCEE{DJ4lBTVH<-!{Ja`k9l3TP`<-$N{tnwO$ z!|c6g9VRGo;=~nI4BP0IOMF@c0AV$FlUA!M-;_71s=*`_Tq@w#SpsA9vY?=lQ`J_L zRS*_rqUmZ~RnWPVk%TqdDdO?0Ze(oqB3i!>HW+>cQd1>Cl_j6TOF!|v3)a8!vFI~1W zI~L{##wU3Xe};gb90auX2XoRNI8ggE*~z@ol^)1NbLE>C>ISU&O!YX-5wwSoXD7zS zfSTLyPXrteVc=aiO5mH?+G6q|B4W7;uWU>-trY!I>5oZe4{iqQc8Cis;+hVIHVd>- zBf5g9<+DMSBY|?2-?DwCdyu{ZW#|TFO{h{5DU}9>U8dX=^}D>Z`JbO26qcq2gIw7t1?Qt1lh+RD@l5nINV_a@io3)h!m34)fJ{;u{?m*2c@YKM z{`Q^m%{!L+(_jQzCU6j!`!+wEwpOZGAc7q}2I-tu_EPX~?ej|*>2*jnjL{cnp>O>-|K~xbgxxg( z!$V+dYR4Cwp!N?Zg26{Ol(VBV7$|L)Q=wF_GWj{B0R&XLm|SDDLNe{O4L9 zt0>}C?-8XSkURrLP-=N*8fjoJ;x zD|uZzcX6f8wO1uK|6jlS{=)-5TbIe7(Am#3z7GD^a{hc>{@kPQZoto%wvO6A{^s|e zE&A^-FYh?@Grjrmi{Lxoi~pGApRfOay?CM9f9_qj==1x|C$dBCLrFe~dk!5EgZOBW z`7D1fiHBSE|I3^CfBH%P|G4-UZouw_)>b2Zw_F!j7fR+U2P|bV4-SQ9gRC$FXJF@k zEbQ*w&!_kA(Sx8e9f^~`ZC`xxVowlgVV))YmE~SVYdAl`>4|K!Zoj%I^XbzmdCxER z!;W9HR#q-)6@?4JA)zv-tFl#I=DXqLj|Q}r)s zkDbq$ZCt-0`bvy<3HxO0z0HW+Zh*>{jgiW!X*Yv-%I?X??0)|xrzZAtCT7!?sp?VU zR>cZrGlD)`KO?Ckqo1KR)lzgH5$=qLU?=`MSgLb;tds7d?>%>UkU?rDg#6 ze5}IbOpFg75lL2^U5z;MB|#j(d&~i1p?>@&e0-m!E4>1?V>ig8+LUaz1F{}of$vJm=7Sd~nl{6`3og1L`AY10(8nkRx4Df7`_H?vV(d`*&85=c&jSammx&i>}v~i$~ zF}fF-A_jSWM6PhLrMa0#5>`c?I|{ft-%QqGSYXMvug9TUvuzfa;_{fK4oR=Yi0(9a z^N}_f3x0wh^=4rrV3oV#IG(48n&{?i?HvFea6s8>^W6(m(Tz$d9y5*p!TxP-mD_u; zh#PC&{vb%noN~e&-~W6`#YdAVo4 zVxCR1#pywBYp;JD&TZQ^6?dj@Pm8fXn=EGLlrBB?W*&N5*7&IoQt=Hkx@qI+7fB=h zo-a3=&W}m7yiR+Jy9>_E{0MDt5B*_kHpW^77r8FX7{7J=gu)OVB6uMn8^{bWrzvMZ z-DUg^4710&xF3|_=!fG{LHUX9pHin!cX!Uj{*Hj);5lX)>+1oK&L?_tpvytFo0Upq zeMY{Rgd!>1V0p$$2J7$5Itkgc_jzW)E>O5r$r~qZJr)v45m0%}EA1-*rXdC~aeE7h zu73eXiQ%3g4FOBj4sh{S-vEa$0KcfuxAQ#FXrl)~CY39p_*Muw7!2N=$#wrt^fMv%l3BU*3X$C0bUPry2erVO~&L>?QxYCw$ZQM zWsPGcbQ{I-O-hGWepqn68m^0KG01QDx`0@x@FoE2XRW~VvT;$i}l};S%^e*^fqJnG-QDSRJAxEBQrJ}v#?!;2 zz32QXYM}$hwXej?YeEj!YdL4_cj$~|8oqz7yVe#r4Q8bONAXjPwBJ=^TA{1 z7}9LbKhyI^@{F{bkC+$RM*guYcm}ZR1Zgm+=~;-Uw|8byTVo>x_u9s=3NuBJY>0|M z9N~I;`ee~cf85`LpaL}$@&&zKw0R{V9SE?bG$bmn<3@O0)1cIkCuRAY1E1f{oeCxl z#blz0yo7|=R(fA-Ds+|%jcbSFQm=((SxY#7$voh<%!??xw*Y4k6dFt&JH{L=E(Y`* z8CQ@3AEjo#st{B#29Qr}t!P(!b+Ei|Cx_WtY8U3bcb}UCWGfF1RH|~)9t;4xB!>-C z#qemt%L3(`O%?UVMu|OuJc|QxG)m0|4FZe~@QCPzm_gr&AEdNx>q2+mdcL-6DnIM> zRvh`J0QTOvR4_rV>3@_f00<4X+$ZkyvO@=mV?#=2L>4s1PUS9yk5V>96uQX#j+f&{^V)_|OD#w-ohn&r)e!ZF^9 z2X2UJoWx6CCf%Q!Ul0-c@oZKy8s(8zMK5Vnp0|9Pz~Q3rzq;gORht=NG3#l#Fhdvj z>C=8E`hHF4CK)CCwKWooPBEyDNNRu0n1#i)chk$Tp`aBaL3oSIs^GjNN-v*%Fzw>1 z;N9?X&zfFZ8ZOl)C@u|50cm0|K(6Bo=m@^G(mS}zQ8_s+$}HCd6ic9#%xr?zDhC4A zurgMpt028v?lT)D){m|~48Y1L=n*KZHzf`vE0f*HYgd{P*#Itj23kpsPLHO>_w}hH zT!fTOJ#k(fS+oJgA8tP(M0Su|x#QA?e*tQ2j@1;$`J@t0-DF)@@FYf~V zRrdb7B9?{|mG2R>)&xoh#sDz+Q5%m!a9gbXGa^{+Y8i{O+;0cAn2J^^n9dB*Dg^tI zE8}q%NY6kzAN;}tw*s{V6S%Mxpy!Yd6OPsI#bcLhys^tX12FU$@3)el;mu36h>D4^ zNr~O`+U)n6d3y$6%77e?aR#;7KreP|IbNV-F6SyELnP=rnT#ahfH0eAH%D_<>)omE zZ!E+nzL!*1Rb{QYS3#e@8*c&@F1^J)GkuH0{~t{%$f>79<;A}ZI`)v~}C z?T!x@;ft}HwIn}wSn(D_qu@DuZtU(vR%VIz+OjBxHW(-eiRJc&3byANggGn5wLE*S zc{-)zETGVU;j1u`6rlM5TtrP>ZFFeJdSuQSfb3?gJ9nav95o!#IG;aRor;bPRL=0JCS-b1O*5H36(LMqz)hbn)mlLqgW;Phd>`t ziw)#LNN&_^H~*D%kiH|2#q9+yM%F$5$llbnHIgG|i7MI993@ujd%uxUm@ioBtAjJX z*!4O-I<;Xk81RoWH4`iqvM2rwn`}2hvd{?@4@S^aQC18BxrvliC0URNiw%%*sPv z0Z7PdJH|a%bg)tw^(|}PVAKA0Cl7)`ckTDv(!_vg==G#%ofn6yYwJ2JB#>uUub)YQ zN&;Vf&u`yitoW)te(bqz9#c~1_%lt@6i{(CrtgX!u(@9r5AWQyi#20JYpkuF%EqcC zSfP;-)q;JbI1QWi=b&A3DrP(&%^|N8(G7=B#21>TNuJ|x7`Q+8$=cV~x2d(s_{x>) z8*vLj&lmcap+{#39#ihDBEf2d5TR zIlSL5Y<%~=X^5+=TP{k3VjTF(FR;XgEXp|c82^FX%)ftw7|(9-#-_%sQvS!!eGpU# z78sI6)v;{ZzJnrt?(25=&kghL#8{lO$moh+tqU?eBU3jtu?+d`{xQBMg3D-(XNSq5 z8H#{zkjeGYKwd>)vfHtM8)42xv|20bUI80(^DICO(P5gIcURGp{LMk^=*O zx%TrU)gcil#wT*#*d04>MjT=H6HW3o7G7@;ek6TG&fkAG_FEmRsj;!!by@RWxyb!* z*$OhTYZ>X}%|yX9#f~>~2y;>rTfNY>1%;jK*bNJJu(KmP7;ix@2xFWU`5iWonZ_-T z-E^fQaWmM(^ZlL^{SK}X&m9)HXcZCByel8pD)$kpk~^D-D__} zmpVPPu2(XorM~e=*N+=Tll&EBsB}JbzjKqqp~ZJeOW1P=n&aGM%{|tTNjQ=^0SQS!)5@{&7;17 zL3APAGp-C7LS&9<(PTyab>6Bk9pg7kL>%^7)V>z;eGML5v^*&FAKdMM7=P>@=fg>o z=c62}>(VZ0mpM~77X+Ds5xRha)33qZRk_)GCbrV;p^CnrX=iWEp>Y!;UC4~eN&<+e z{vr1Yd~);3O)y7^S{R|0ddldP=RGvlSu`MXfVT_kXkrOX-9HcjP>I?-jsq38d(^MN z0Tqc+R#GOZDy1u0$w?1f=j}iCLSeI1{_baO8Jm*J2X^m2E3OQ&9tb12#Jqi#yTji{ z7q@G_sL{w=bE*IR$%pkxnICeBilBhQr^#Cx6QEbPe0#0%WztpR(c6c-9yaM$b|EVC7qC z#-tLfD*Dx0{Rix=$*95f=NCG0L~-WjFfOGCPRXO^-hQlGBU;tc{wh;@tI~y#Bf!6thTooofQlQ9|qrbb~pntq84Ww zjN!IW#@T`m;zC2q7AMUJ%2{?mpuqkxOwwDsqLmUgY-hK~SQKq@{=)xUKnLfy%*q?s z(PYgU(>0~Cj9)?8zk6q2akbC>gSE;Y6CaNa$?&-`6Dbxp)mJqzE<#U^+4p$1yLB>{ zDcm^}&vrIv)gA(VbnM>Hp^moZsNkYsE z@4Qvav&aCcq{h~2Yd{I;#73w|B9@so-jLtVD6pI5yw6U*(-+Z{ovqW@^E+QuM^o0- z@-vA+MkF5}eiD0ttfwm=YY4sm7CfKbzuc4oIm8h;ce%LFw>Z1?O|hksZF01ndFltAKmV}IozIIsg~k=;zT~E;!9ql+sIl!agm{BFgm>D436z!;S@| ziQg*rUsKGnEV~{@%Znrs;>s4M@#UfcC3IT4N~v-$cf8O*3}TmCp>w6W8XzmAb2h7e zwrk5y)Xp?|KKeOO`~00M(BeT%)zzyED5F@B)*yN@5a#m5h}~amf-3^sIZf=0#nPbf z<_^>}BlT)h_KQE%=f4z|EssOE%&rK9JJU!{pL^=8{OCfAhhZC;S7ghPbTuv4i7|*b zMV9k91JsDicO1(0ugnF@m24DalUwVxNm)(`$_1h4Yhb0#BO-CHGb>dwP5m|3TM~kbG^dH~oM$h7>*|HTj{Zhj+)Tp1=JFoI96%*WYOPF1zNKk#2$L3U^oDd`pjX z)O45^2E4TnSa1zHj`2++@7;WpvRk%IA&BNv_mr4oe;cA(A_9bar*h2Q5iMIxF|9TY`?;)Dan|n_GBpsZ#-YbAB&&buKiTHc^uLZO0lBGog=NX#V5a zi#ox!@}OCf<|fnPe(bETa4?Y=7P!LI#d79uO3Lt9f@&fH88R#y3%CiHKEkT7Ns}1o zyWMh{ENy7&nD3U~v&=z9y5$~T1nwF%Mns+J|8bkES(WvmJ}*hckNH+ml=1RF%0KeY zD1y}9xDoX!6ri&7GTTZqr}l>%%`iJ>==_315hodF_4SO0$4$CdH@y zgKhLXP>R~!)bZyu<=;*5}{(fON+wrt7DrGeext-0sw#yKpa6I+lY zs&<`#knWlgt*{wc?qB_45tyT~INIg6P&+~Nt`2C{xG8W3g1qv@V8GX6X!nxE(y=hO zj{YrZ4;gD-mI(Wt>ER^m6ci#GK@J7w2mLWj*pgkb22SotAVU_YG~Y#8!RRx>3`U zk1t`@*J8}czNOD}o)cU~CRll3n<6JBx^;5|f&pTpm}doQg8o$Btc#1yzn$OB?$4V7 zgoOIsekgFJBL;nSZ-j(U!|$zeXihauYT3xcO-Fk6AZMb9TDDLfdiUH>@A;MUEeYy{ z#!0D>XBL@V1`?Wb1|~C=1`D)oTJc4D)J7~(@RIi%F{gC}8fyG~T5PE!{`hggWUAa8 zq{%yT4REQAn1M8#3AxTP^)*iamtLm&?FZ(?&IlwZeVQqo+ch>e%A6Ch?wn3*=CIap z2&%o8UMv6_0oYXp^N_Hw_A#faGW*WESQWOv%wU;SbFmu@Xrz;X5EQ~@WN13@;0uw~ z`zP{F^xv!D(2Kn?MD7nmTCB?~HF@U|{cDR+VmvS>aVeL2>RwDbEPBXf#7^jvOD3pQib{&fNMIDh=~Wn-KGFf%SlwY%xyF|{S3(?O(V&Ue zNW%Tv`r2-%7g4%LfVZ?yNEYwHPuAGc#Iz#cH6rp_(}2Syr#AQIpnkmJ;FVwnca9)- znc>o6Q>c$oU;H2@AyyO?XaPu{0y41T#7Y_LL~AU*Z2)@{OrH1K2vZ`W>fLgBNG4US zHmQniRmYK7h1jJr0ctC+S}2bN06;u21RCSKNwyNvv+>TBud2tpS4NIgwy-K+ek}$Z zA*uC`fgB+fb&` zMlUZil6ZNa`rOHj@1wuO5gypLC~)eh%!$|-_-tRw{wgkT*b`%yR-vxFC1g7N`<^gV z`t^J5)<1^9Qss|vFU3ZQhDb4GhAOOd@U9{Y?>;~Qsq!Xo$rtEz8s;XOEAaHrgZ=6o z@Luy?XfLg+7U1r<1S2`3^&er_xXI^JRg)8%6Ha~9LzD`nF3=BBC1~eL&fJ-;*cjzm z(4Av$#y*-RF3!EfZ7Unu*v!;h+c(c~&SK0~+Ng7vBE^8;pKhFld@djXd|y{OroDf^ z#ulCoLE1hN7zoha7anfDIFaPJ;DNYp_!7A@(~42-v@zWa7%?{3Ys;G4l1Gn%k#^1m zlCTOhC67$ibthZ7=E#^6J24j>oQA`c8Z|$>1?O<)8M95bL>F{1#~F@bdeL@lcDREI zhx`d^!-xSa5KBn`gpw7S$5+PW3W-6y9Jz_2))EU3`x!PM3-vOF*ENIvE0TfijFRbgqgh= zNn-{usUrTvqafZab|vH^Y|?->#;$Y+IS07N=DIQIg)w441vSl%@MR1zD!H7Pemr$f z_VN6m7Oq!OV;~x$JyiF<3wkP8XAErOEb7vdo1%b3WF+*o{an_rYr^3qp9wE`y@4nuy+*}m^ zElFtENrA>%e&$hL8EL5$E*2rWu(8VcLw$iMcXC;5ZpD@=Z1B0sc0#Lq>MOlGhAJBz%t-1+7hGZEQ(#7eGM?|IZ$h2 zq3FE&X(tG&x+XOB5Ht~WWU;1wVOM*UlUgz>JZ`zd`=V%Z$c!NmH9X1 zJ>!2PhF``!r`!%yH+x4hmCgryPQrq~*J z0u04WHE$8XNS>plI(4Z)Ejo}0YkWS!3g+a$Y>k{K10`uwc!{W`q*(>yL%@-Uu3y$z z{5w9us>q2QYo6mLfB*AukWK*UNU<3KD8|>JQ*DG+uQ{jTGZ2+~)22CVxgaC}9>tbf z0N4%EfAd5zAn50mq}=4kP8udKpItIsx_IW?+04$iZ4jmh)1hO)N>$1wX@T(v5_vbX z?c)_#?&I;Pv7BFOo)Ez9SzDgY^_(fIm}S}x%wV~2W%p8`NTH>b0U96U`Ye2LX_40J3L zGdM$wrTYC2DtuKAh~`aBY72+IfTBFjR{oMm2K{)N9ARTV25nlnCU~K8WL#XF7(VmE zhbHpQ)tyK?3)pd0$&*)&%{)Hc&g3b}!w+=75{oFL_@(#7y9kFr>wJ}Ymfc5!;h>h5 zsf$HWUq4@3S$bJ~)f1>yrAQ)j=qtq4ES?EFR#fFr9o&!DHd!4m@97#n7Uky4fe*F@LHCmcM(v2;*c}L zBj`nsB49VEK@DI12!)c$yiRUT8WzD1^g7Pl+L)fjdxy-(l3?G+)ROIs`@I8Xv zj|n$>+u}c&Xj-&F?=u}<5z)0aA<6-grriXaDjjUo>h9>B4QJWkjhiA{=_fz}iSjO3nq|!=bz!;7d8DwUpa)>jprvK4a|}Ynzdt;W zjsFs$O75B-dm(8=l>)q7jAt~+ojy%nK`}1Tds$C^$FSIDNm6Gn>J`68$PRyaVj_O? z{-^Vx%|c^KW2qL=S_hztoqfF*x4cdud)l}cT2i`>6N}U*s3tmH3wKu$VLg@QoM+AD z(QJya&G!5P{4moH*7bmj;c$^xpmN8N;S%i9~t4tEINiHff2Ccbdpnw7|h&iRvY?SY^uC1gE=uv&hboK z?^A;q4>v|SXf|AoXKyL;#AD{Fkz0MNTH@s0yKm)Klp5F8B4=$aR8`;V^Q5!cZNx>& z;k1k>UVPwaF5pbSg&SJb(0t&*M+xL7~M+=2u`N@OB=$r?E}0cVVR-;C5htE76ZT87bN8vJJracEjF!Wb5fPA~ zTRMi2ZV*9Iy1To(;aj8oeYg9Z^XKEoI5WaC&)l)@wXU_UYkdj`4<{D|0!Wkx(RH;)q!isjMnWP{X?ZAK9bH@2j0gV` z)OtVcFx_zPOs<^D1qD1%g!kl+k zQp_Sb7Uy1$r74fO&n>gs*3!Biwhp1TptVgd)W9G$)r+9o!sy%A=lJ=fN!RdFQ@_G7 zPcc1=yc1(SgZP0+d@z-*kdif$Zo0LEHO8>p@H|tcy#LnrrqOf~SF>`jkzaj`%j3x2 zEJZ!Xu&fHxAl{1dpzxS1C|!S7xb}r}^z3UVJtPtG71YE&)@e8en^#V?s*!XZ6t{2j zA2kS~_9`mXAfoM_R3~}7s6X80Ati9Uorga&$M)ONIkkT2y7l|%uSbNb$v&>ZS#NZK z>k<9RV3E*Wo;^kEy)AWFO6mnr09XqtGt}M5dftvqF3>V!zzcoHua!W`u}+b@Q6m+$sqV04}uB z%*++Lt4Fv>m%sn$$PowHdzVtc#Ph>bpEhRac4S;ufVDsGRuna$$p**k6{S1NcCEXT z$0v+)CR>L)Py(X#_;Dq-?E(e!noYKpiZb9Fhld`q&k&_Ms|kLZrM<;#ImId@+~8)} z_FceA_pb5?1|1Li?Hw92u*pB1$2Vw@_@c^1%W#Bar_M`jwZRL#eWb)Ne6-D$@)%ck6%D=K$i5V+fZ(L_W}2qNo~)FCIZK1+A`YY@>R@UR8|I1 zyA%GYP$EdUym$+NL`2WvR}dR4oVdHFQByKKGdn+%64Sm>{1C7j=l!%4lOB(O_;-lJ z@%DCOloXSZk!r)*^oA~Xv4utEEG_-L?oVWu$}*N8vZ@Z0Moz|SP;viuEKN*jyKDjy z!wQo?t?=sLdv+6BowilA7AJnD>GBRQOh6TZGDVeLHyXSJ7-*7Y!}G2FD2paOSdpd{C$vLJ=R)D zoEHW5(uz}4wHCLxOz1^FUdQT+`}+0j5#G-OP3g0_*UsT7g$Bp_6?GWP*(S`ynQxAd zoe8^IT1GaD?^J!!s>?{TA&~}6WHuv5)rL7BH}(-T^QHg}8ghaD4TSyL@xS5V{=g3?T_NNGtq8>}cH ze{SoRauUP>A_)lvdZWCOrN-qU%o>2S9AuT@+!{<)(#=#WeTraPzl|&a44hHm45|@7 z{_rto7ZFxV-`v^+<$SG|bdBt*eGs-`5c3IB%cp5M9?PyEU%bnN+!O<9fO@(NNQt zYr7o>aAasD5!Y!ZL*|m6gIf5K{TjkEA@K0}?ZlR)-d-0;zQgT+ygZ-pyDMFaci*Qw zHHYNpG4L=8Gb9Z2@y;yGr94j%ZU)35DK;?AC&ujrqhftN0hO90<iz6se-}9wb*m zyJ?;lL;E)j~kf?Ja!M{-~bXjPu-`SM+SLSJD&92O{QkMQqd2sQs1^^gPBRUqU z)m|gbmoVO&$^7iZFuif3{Pa}haC)SO9T3I{0hbT}*OTfhC8xV;m1QR;Li)ZKj=2L` zb9ik$x{clXpa+}XW7jk(DbZ;7%Q+(67m2wntZWCnJUt~Y{zQGi`id(fb(LAGI#u%> zymavr1Nb6VBL4K^gvJA<1rg}zy^fWOxBY#(`d^<=iiR&NK;|rGd24s0BQLum4#M_c zLlxl8X|_c`DXJ{E|#4;F_%{9=cdf6B|-3lh+qT5W?lg7I0@EHb@OVCQ zXRc}LcC-cHQd`o z#!i~8wm)i3ej%DQi;AVrwfA=jAIiY@T&&5i42X`7UM9J{-KlP|6z)aZ-O8wLJ2f-a z9cQAdE!Y<;NI&qObs^L(1&;*`Sgh-VzbSV3#@61pF*o_=V~h@?nI_bdArOn9f)1Fi_^)n9Y@gK=JgT~?;){j;mvIVUxXQ62WKA!J8r(+T^rCu zmc+Op;EKxGD}_K1t#=Tf2UvVdET8(A$41F&jBP^9VcQ9A78XEBZk#rS$-^$Oz+x50cFhoFo7vW&vMHj>nSbyTp5NhS4pLVYUK+C}zd_Q1j12bMf2 zCL|peL$7aLFv#|x4F5F2vxruuCF8} z{PC9jt>D05CQ)l^tFDF^LH0z=7Uh`$N-TyxpGshC!C8X*`c+2LWj8(ls+5{oE~bbG zaMu;dBDuf&ZiTB6O_!19#mU}2M zRLFdU=J}W;S$({E4Hpt4B_&+OxP!@B7x+`4z_15O79b^!lswwC-diufv(+sOC0^V93@UD!==94mu;M@|pB4m9pMm2iCoq{v*# zFM=HlK^9A~OXL#oa=?Mu5Hw`w4 zF{&4&@6NqI<-&wT7`W(UTOux{iFPHk5R??LG4aiKoLP*1iv2~Vd{xE#M$1DU1&DqV zz^Kx|LNhWtuDT4Bt<-O{*teuHo}S42FO5-VvI$DV-GgAndV>Nc9jv)#Z*+= zXsGK|s(x(N%~$MMT3~c{itu@wO%7*&Q&&@klG|xo)@=@zmuYEgg-(%R4AV`qp@^bU z**BEZ?P%y;!BYRii;&CXWYZ{T63*Y9fqb%G5ycP=9-i@J>I9?#yWRZxvLe@tmnf94 zd?CO2yAb6VTjfu14^0MFnE@X+Br%=CAuFE+gr$t|cd%9{pcwJf@a?2IJyG<=u0}=D zRwjfo{wlrULq+UFNKFNUNjo3Gp3MOz(U4R?P@*XDmoZCJX3p(j8Z5Q)q)c=2!230Y{@Gjsewh=bi8rD$yEdVv{Rw=N@UY!QtR+obG<= z9zp87xgd5Vj^av1TF}x>B%%VYB$qby)LUrAtKX_Esi_{*%ck_R2TLmBdyomoF^+? zc9!zj@(l*$3f6{&R(R|};P3;W`sG3VJ25ap{F2ApjhthRt*u#c;^?pP4($j1)pD#0 zW)8aB_`6@ZyQQ0*)em2EUi0*4Y)cvDR`ut%J-e8B6LtHR8-LF^>IIsms0}-J^SwY+ z%{5C^V24(g@Em&hk(@mQM-AC&RR&ULqL4#o;HLOx_kN`efU~oZJY>=Ljl2dDutddb zXdVs~hr4}-UGDAv+8#;Z#Ti5TK&{g9HD#mD{RVK=NL@}ZYChOdd!mJQ8iIFE#T965 zAp6ez;#Y+6>iv_yD~V9I^o^>mWuD&i6TX{1vthzr^6WeU)>AQ5%?t}`XK++lV$|}z z1Gbm(;7vjOTTeSIF0Y0DB;;u1;k&DwTfsq}zvOr0I5|3}gC96>YxVp(XOVFW_sr~U zV`F1ZXC+iozk4Ub_DB)+VXu6A|D4RKi^>Uk8Tv^Q@`XR~9hp2SITL(t`(oldCVQZB zI$)KQxUkt0qMcH~-oqilNrcL-_e>YjS|dR~3K#{7GBRI4Sk35oCREWlZ@t@CYsSnZ z0odLk4OXzKt82!X(4msB3zBtIR7s$@oz}w(0-TW9$ySWrbcdKfw=nA@TcCHwbs8FV zRKNE4rCd<_@DE%MZGXs;jk}@O2$|7oiW}ww(yF`Y>LqF=4Qd(Bpd9(tHR!A)N-8SWP4mIdT@A{D!HUoy3{%Z^2(9) zM^O^by1OB71QeQ}s3;1c5`pxqtpDl=+e}F0G<2N~9s(Yc+u0N|N=gCrvq27XfZ`cA zCS4%nB$xN?m6%P`!|*SJtRBjaD#a8DSYY`zNl90)nvIB|Nb*1lPu~smBjL$9b2}|4 zTpLcRt)+x&>5G?&K9@zRzq3ab@Iy<9qw=ZgO`BaknGdz*_nauIpKfw!+0X#bk>RG;nb z>yo7#&LHS!3|&gV)mNIT8x1)*!g@=`bP8!95&zY>>rh)f!|ArYai*ZM-6weycuv5w zPX+Di`2`xXE|8|mXrF87AQ-v-@*^}TU>w@q+A09e7!>y<&;3kr%=I8#?cHDE^y;!p z$&nVy3flo!r=AK6F|g390neusxCFXaGJ#XHv~yOO;B*ZS#0(QVH!MbTC3);evm8cU zC2PDevTP+l$)H!zpI7xcJ1gXCKtLyWkei1qdhZ~tNGB)8Wg=M2&U`pu2xL4vG6t$l z4zb373Y*n=j2aEg%6}~#b?f{6&DDciKxX@0UydjV(IrqQd=u(ft+gwB9#z9vTnsFh zU;6jumK!XRB{S5`r|(jfwv3lol4e^jv~l->q|Eki8JQTM{RwrSh~nDYm4Hl;3^MBA z6{uKLp2QsPu9AD4C5N~(S00yAP4|>4eh~J(%>>OV%!V9{x@I%4n&HNeLz&e|)vsJ=^nf|~|}$y>o;;)=!`qVMH5nDhQG(j+NrCQf@mKBYTN&}C)B z;}PhG<^ELx;~c`I3Go=0bup0h(n;=u2rO#&P)2h;PkOWuZtLFB(e`SZ2$_d4;1Y+E zNQ<3AB(oTbM`SmyQ=FK4zx#~eNt>VFmrArqIy@tD$R5OOl3-@^Gl00FN-D6iFG$2{ zT$^TyZMVkfK+C`&?n~sPl)Bd8MfSN!`R<6_oY~cfjCy!bH;>FNkpMc?y}7BOcB*j-)&@)ZZ4{m2 z*bPWGi@D9hCTph`P%|MIAZt8A|5UwbO+m~!opNC_C!xS_?X_{eN~viQC@eyeBr~xl zc{imfw2KM`Sr6cG=Q}O!UOj5^gdrC77HxzoD@xD+sp!<0S)p2(Zmfm>d!iv}mkcaf z=apc5dNb4sKU(1oLU6u_#Ny)ptB?b|p2tgSb|om7knKw>5Ldyt%aFTLN7o-bTOPS&nJncV6*2>B8If=5 zG~l8B7rQc0>geg|GweSJ%F2e+GroynpkK6nCtzh&k8^ui4gnT8{`>dboaNNn*3vBIJn_Ud^ zfhTZCiXxzB#7fhlrN_|Bf=#Jhq#UllTDir6;tMfqmk4)Np2^O?pLvzIb=Lx;}Q{z%b@BC6N4On5z!80kuPww*Q!m z?F9+wyzU!#q*lG$+HNyWzPD|Xz|jg03rl3KI&IAz8)_DB<2!<++SRnat&ZZHA}yx{ zF22Kc50tj?;mgBpkoS~@z)j0(M{;MrSFw`a@mIX@rBJ2gck%io1UPTNP$eq;wd!F6 zzEuUmTc{HYz-ngon@gKHp*^V`8FC}t`w<~T7X0V7$Jo1N-fg1XWz;&b3&qxe=irl1Q^9fe5dn* z5so{KC@N*e!C|u+n@8b$3__JOX}4%BPEKXi`P&kHk_W7KF#2HFZ1zTp`hFE;6g>Xh zXMTjp&d!D{Lj1=U=-+RyS0f!77ca0Fa5!U<464WAZ%Yg6LR5d4cl2hbTpmS26dWHapZKqbgjgFc_s^&dr=lXNO9_svHPzHDl4k@vxSoSVaR)FVP; zDB|Soh!PsqYOM$Pot;CEv5s!$%HHWnbD0#sm6^rGc;CoEV`z99vcY3#%8dHX#W((R z(NOPLdhd@{aDo6{BDhG#J!`vkoD96YPoOm=u-pG5>m#;u3NqDwQsrWZe1jEq+|Zx~ z5I~sIcJFGdI#x<^tH)enn@DG%6a}3uc{!-6F`h{;P%AMuOWMuKVshS|xOA_rUi*R4 znA=$(bRbiJ$YoDpzc#l`=YFbmHfe}rS!;KuxFHyO2EMz3C`IH|z9aeqP$Dz#<51w# z@W{*};7o3vtAXZjKbm?F(8${sjA=K$NvYGOFGK{XO>V!wOy#G4WfV~F(RR^Os-O;Q zZR|0%9nf6u6(K86a2R!#lst)07$gIFBz~-inzApM;edS~NfGe+#z35O6cs47kAjjK zr*x%ktjBIZhIHl^6n&C0ic=jso0Qpsvq;S5Iti~#m&bnclNE@9wiiU!(qGC8G;=_i zdvE5G?U6otln15cB7qu)<&H~j&cje`1*!r|CHPt$YaTz5TL41-R*S^QxVyhb-TJ`+yR4X4Iyglj6M=(ImQ5ud%D~PpiRezU5jlCdf~2ocUpb(? zM=u9A0h_kxUc0utyCnU)D%5>`sr=s?_KQ18-O14398gF$qMlr#&(NJM-HJ?Gn+yWW z?$k`MqfgYmx*bhLosUMaf`MWWZp%WcNmf>_Bq%dD?;a>qib5N%9zVsQt>=KpW3CMK zrvKs+J=7l7`iCTix&t%~Xz*ZzONh%T$`bjrr%+r%qL4RB^7Ah{&Ls4|G?SR>Sp#BssG>X5% z#dwxkz^FG$punJon~ItmrGLA-yNhbP0zDnxBM{SSdMB6_7>TCEW9ijtDD zMyL~hR|qY$#CQWz-%ec_EYSC&Y%F?-y+hb9EqUPrlktd$A)NkD28yBiD?We^KVJHG zKw0E)BxR;i_BdHCFrw(X+}b&}>6s~c{h{f%e?dZ7)(cCBVfWc5bYFsW4wAth6TSmz z&q?5$>tLDMXVoSmWnT!si=Lqc=nHoD$9XGE=zb&Z~!?z zCnr?<^@x+;i-8XXO_frMl}*d`~HM3I?lP{oNuX&)SVAS~U;OEsf z?|9|>|nYb#60jXtS%)NSXP1}ibCQ3J$LNHP@bz{ta4 z))Dtr5DEhWt93r7DBp$BW~peE7KQCnh-7#Jfdf!@7!%sx3g?>$Hl`DLu7!qSiGY64jGG#pOjQE zPk75XV*weIM=~>$s=yg^c!kNyMbYLMU5~HmiRp^kBODi4t`20M?C3AN(zMIBj4f zCB8B~yUBpYh4+}1iDUmMLHb4$_G{1mdN?igtN-y5Mi?l4y#+cXk6j6%ohYtkhWFCjwu-FAWn0-Ht)Y1Qt9@{^rh>B1|>{I}m8) zYETi61RSD(l#`K5D4a0d&`e%UPHkql7MrGE-v1(`TDWi#8$oH^P-bhJWHFL9WmRw6 zgVEP8SeM*ur+IyWE)9lJ327f^+?C_UkVOdoLrI`tJ(;pzKe>KlVpG=;vbQEEB*>_h zIS;CvP=X$_jGoiWi}6!A8y|TI;`S4AN+$|I(#E=Qn+|5A)5!D3w5`Y%v6g+5dct6uS{ir%D?`jzLtTXS}WQmN&!l$ z>EEq%A_8~jENp^8BWYYNUAkCklw6B_g`3FjX<8#)>Ee5D$ay0b8Ru;HgkTyE-cUiM zvh|*2Xdco>>NZc@g|a;c23B$1Y*LTL?9{(E_xPC4zg9g>o~j9S&FpAOwZg7fE{X5# zfTmrT{&GW@Bsc`!8J+Gxv-X9qbEo?|4w062D=IiWgn2qI2`bO^4(-!Mz)-lr3ex~#-F^(cSV#~_)4fGM8ad&cpl10;CoKV{P zso}zY#EdQ?BBF9i!tX;`v@;ACBeZj&FE2}Y(|Oa5n*p09iz!MggAKc%zK)jQ;Nvc| zS6d3b6A?u~8gx;ic~?>$W+bt$(wE)*yCWBO=*3crq$D+Nj{rt!pvc;qidDdQS$1DF08Zfu5)2`aA zO^s>pjPl%i@(QiPWv!+7wb>^Z=A5aARuTSN)0A9Xe%P^WG=62+dw#?^AJ28USkR~L zjk=7uX2KmU4Wrgh?B3i`k|PV3-WHy zf73G-sHUO3_vy7DdVno=K>jq&p~&@l+j|}L(&z8n?b?dVU47L5%Cb(9v@NdUk~f!C zdY8ABU4b3i{=t!5I(=t=r`JnUqeSg9nJn$f>j@o3FKza=r)SH|^VE7n!y_b2hl<~= zL>At-$@SrLyZiqB!Q{k@_Y#+=c`)uwP;ii3nDQe7Vd^w*x)9y*7kY`w7w$hF)DuVG zzv`%aKX7f9gN#QsO-a{)Im#!}i-&c#r7-=DetypL+2azuL<1Q)1&Qwqj?@QI74rnl z!fJB#)PYxsiHVbcM!ok;(6#ZbezgDXGL#IM-;R!c5GCKjz(^ImnQN^vqM>Rz!X9D| z-M|t0eOs-_Gim|O*yAXTW6$$Ex22WGq#w{oJ?Dt@{&3q!bo0EWosI5kfse}0LTGLD zN8QB?!v21(n?>UP9o`1q+1!&BeLFjLKvn37D@UHbklVa?bT(sgMrpnNC`;2C!(p`Y zHVsV*=?A%|fBrB9&rhYGg*~)u5^7_A-b9IzqPgWlUkZaPbZ~LnVD80z0s`K9xr#1& z-7=Ufe9w$uTvZIlEiNw1`qmTj{?J*18v9XXPt%~hvU+pcT^hKOnRVn9%@ryqSi|xD z(Rb+h19A~^kU3i4+0*|veifvL*wXU=K-N~#K6r<<+1cDIp zFT_56EW54jkd~SXjt=ek5oLDX!=juKvS!*n*MS6?Nf9t;=wq_f5ytWQ$KuuXY>-;R$bLt zaz;kEqPos20dR}aaBy%Ck)akZeWagJ@K5NEx}6DkWjTMccJ`l$YM1$b5}ZKp`Z z6+ZCx?M_WnG-Xih`nBudYPtf0-r__=L}bw4*L-H6hK_db@wta(`F=l!`tTjF9GaS& z8pYZuSkiT`P#3VXqxBCCyf88Bn{Y%-Vy9(i*Y}Nue*W5y>CYN2;kvUSX3dg!?rUCA zLUQu^_%~0aMCxx6xql>99v)6l?@F4TH)_l0$_syBfmxzDfP;%8qogMMQk2lHprBXa z+0{fe@MJ`vK2~sxzP+)&4Y!7^?V)}CO(gR1%0S^s{EN#NSTnY^w@XyHGH-<#BavyD zX+K&=vsx(Ab_sm>%E;R4nZJ}!XldCq!4*kH{W7*^bp>2?h8hDVZeDoyN&L>zPnX2I zrHAhHbob&*)33r7IV+reKrm0%5!)a5Krd0BwnO~CLw1U%kDJ; zKGk~cWE0L|cT3PK-#r5V(eQ$!{mN*)gLmZ zy&mdGB5@E-FxrhX+c|+jxS`{2vl9psSw+o@uaGWB9uBs9+h58vq86Ld zG27IY)i1sB@wpb(f`gAIr>gocGLo2dRBJ_PCY{#8T_;&v=aE<6Ma$#yn=te_4qpvB zFvKsfki7>J@@80LceP*AvGx_I^yc{wJa!Qcsn7QhkFW`DN$5PYOsT`i$Ghb~zZ(C7 z;Gy3Al!U4NG8?SNCvP%$&E#Au4D!MoQsbfr1qKLPuGpQPi*|`-dgp#32+hF4B&aJj z^Zb5rYPeMEWhd7O8=FL6ukiBn4lYlv4wRSYV%NKY8BtVh5#ZtCd2V6hG3scHG~vGO z|6il=OuE$cRt3NyC2Mi@4ULT#zts=$T5L zrNzXXAL5eKfb{5hb&JY3+1YJLqkrA}^Jjs&r>6()As4sZP?VNd3|df7kUh*G)j(}W z+DUC#NMU+<6AY*gwRdu1q2HdChYy%T@krC$-f-Sh=xik{%kzgN)1zC2iZ z0h~?hwy@5L1Nx>W+Mmp5U$oCw#g&%n4PlBjioztvOz-e<`NBuM675R4ulH1;?8>_y z#W5P_@m+MnZ_2ewyto8M(Y%a)X;x+Iy{Xo~FSFz0?Yvpo-iH4gl7IL3$LkF?x zm?N^d;>3eAR~v(tasRdxEc2|a=opg)j6N2_-s|qC+h@9GuLS{jw3@5H+NdtGm|UCd z8;SGz@AScw1}dHVY&5Z9C6CVgmy~?(q@d+Gdt?WW!OTf+K*lclt zVLUKDp~hU}Y4~)ImwD?5}&;yt%a z$^PFJ8&H|pM&k@H;(B|6Kt81tw0Ge<-lh?#wd^IM=Wed4iRRRD3m7{&<*L-G2#Jc) zAa$O;!hblP$wcMv{pUC&uMkgoes6pxUDK@>T@L(FAOM{X=_u;k*xd=0 zqFh$tlI}?jsj{$7&Q$=nCS=6@nxB-P(iK%StCSc0<-6*+ovd8$^Rx*xetG$dLCR=f z9qLIT4Oe3ILvs7twI4>hfJx3#igZz zuZzSiT`UA#=4@cMDeI_YHp}DW;1@i7DM~lyTKSRu?)#ka!5^CYJSThgE-A=#yNwgu%FF8CtNO26{Id%} z#bTwmowsvn8e5t#jc<_g{=_14DOR6lC-UVzIvN`vpKpNP1CNc>xCPu7L(5M|F8+MS+|(m^$} zD9tDyc899d=VnY~+!P=4rxk9!kPZy`Y!o~{Gd_P=f94@K_t)iJ_4W15+GL9{Jjv>7Ncqk-K(Nkcg?wRYKDO>YR!5b@ z9u2pEgg|T`^Wu;RUE%YV$L$Xmmjm%Ksb}>!?U=I**Ro3jA_mp8oK_?uVdEs) zOZCs6!m|-Wo#{K9xi+xzFJmW5mZX;Wk??*RFf|ze+#uy|$1g9Mnj4=x!jG$uYj|j{ z{l+`N#^z$uVX3o(q$EL`!Z5_=m%bDir;g+>86sZNH#Msll$4gSnzi0b{u%N3iRtYl zht(u-W-KaIT1c=!=_?Xg?}8#=L~oLjh&++FeKWxG@|6`Y|5#?Q*O@QUGH6pW5`(^% zpJ!oZ5tWnxykFPQLPXF_Ftj%o(H}*L_rOsnawR}k(A(elF8hOb`~45a-{t4^^!07E zG$|@5DNN3-)gM#&l;Vg>vl3jFh~N*O*QI$7*)pxC-zD$@tzF}wxw_+Z=^!^f1O3Lf zx#pGZ`0}k^4hv(wt)v|WY@W>Y(sMzv-u0s1S`-x4g!dy`z~w=n{XYL1lECr5Pvom~ zwkGPv(Xq7DWAe+A;LNT(wV0Hu&oet>n*AAL)!0iDDr|1f z^!oMd3X=D~7PZDjYa5$$+a%Lh6Z#aNGU0P;gJE~I*nVpj#cls4;gbJ-+v#;CnmfUv zA=b<7vgNMjU?go*>b;^wmm3>@CPPFbLPLYx?VNleCN2ht!l1UlbuGc?f%P)& zo5OdX3Gk)C0~Afc=3#5C>kVm0CBIHYBr0WqC$dYn+Ih&p5E1BE?y641Qm~G-P6Ly$ zncM4aOb@Q6#p5{q+wc1^mX=o?|5MdHv z5i{$OsZ!8xbbC)#BG+hu0slMHBIlzD{!s0iQ3nQvMXocWmz;v46CZ*)a2F&cB`ZjN z2low%jiwyxZZvs0In_pNFW87&^iKHlLYP#FPSw$%WUj>RM@y)y8`iJ`zLcT+rl@JmbcJ`l%y&SrZmomzSBbpPT$gvvt_PsDhm(HCEU$P2MEJ6q4roA1Ys_}@{i5#;U1ct zU;dQsVN(^7m=dF-+jTtLSz79hex0b{`%>uoytGH{i2rEYPID-W&FDR0X#&C8@yiqx zmskuYRScNIYA}kJreZ|a<~CwaKD_H=e*W#t>+Zfj^_Brbe#1gO2EK$5{v@g-G{M+?)oyer&h>Y|t$NiqdKC6?^Qr-3m^g$rp;H7L zxm*GIdxa#h4OBzs=BBNU+RmZH3l~Y*bJ?%ox2QU%CM!R{^fjci0deNo7LzLd5oKiB zy`rpJihv{}7mUftDSXO|Cc#dY$Tu!3DA51;)(Xw^XqN}MK^^G55?R#I-~Pzb=(783 zLqzRQgWinekDBU*sz1)j$b#mfG55E<6PH&h{+#x^_Ta2iANE__k9z_=e zu5!E269BTCImp`8Df+>;Ug!P|R1i`Q>(PS$EaGSWbxm zq43n~>^?q|-^Yua3N)?R+1be?b?zBCoVH*tG9S}FaO(Jez*ji>?%HfFw60B0Pv>%+ zrq|6!YNDp?{vt1_m>1#5GnYD{;&VL~E|QK|Cm%JZ8OVJ+012>F+gs@V?`=2>VX6=K8e%)qU{l8YP;)+^@O;1-rA1G5*y$XkYFy#||&w?v(HRz=JCy zQ+3DH)s6NZE#+M*lDq*4STQ#}FKKqWF9KHB5GAxVu-$@Q=w9|N;ga8d>tli^M_!W) zE5055yEc-N2G~>=g%VSeZ@MifCJpuu|L}PbGcejZPxj!IRbai1-q~{{k6m22-YtUL zZ#(LqfjPO7vjM(copd^C%{OgN_oz`6*RbDV=y^Ct;gPL#Fnc!u#=&B z!2Y0KIv_R>Hrfp?LV$4aAl9m#B+fP~Xw45&XljnYzM(5E%nB$qau*`e@{{8*E)Nc# zs-afcRsil10sIc*pPH3UegEO-mwAS^T`|}Z0?vE@FrQgg zeP+F)ZO|m%{7h7Wn&<8{G-XbFgP*a@U&uX~olk@l0>DmIw~ofV?eC(j`*EQ~@pGLN zQ9YnkgU1OL^RMoIyz29{sEB4h8cT@%Cl9ZqKbHb2cMUh6meVO=4GpTD}_E4B|%q=?eiLEGcC7I1M`CFkPrKi zh>F3Y)oc2>5W0-jw?fF`O2CxGv^-Yg6_s(@-h9-+yRoM00zRiQ@-%oR7(P#xO77y$ zHG`&~X>Z@Y>rm{P{rO#h_OsiNLtxbBr`AspNiAK?fpmE(4~!aaARk;T89N&(D@@)! zW_U=mfusR>MVLek${#eAlj{!vEfSR!%gJ|fc49GG{b?U~3U$Aq<9&3DxJ%uFhub+G>i zza^TFxyqXgPr;PE0F+^P0g27O4Zk&EIzWa{D?M@vp?Tf&U|8hc&N+|MB>|_i8h-eXG)y}Q7}!oqSH17l_7 zKI%B}VPT2Lw%B%Jq6obZotGuytSK~Y9k&(yY%agtaQVU;=Ju^crO?o8uLK|IFpE%F zZ-80ka-XKnsn?}tU^L6~&#qz?6nXjp);i>aOZm_P8=pQlCq?%>SM}}HHEI#u>DkHE z1@9UzkE;Cpk#uxS$?@gq6FNR*S7{@g#OCxlKr;8Kz7UoBxzmSSJldAeAh;HKC-jhq zXKG;z3TfQx`y9N3fT#`L*z@N%p?h->UZ{++x?xX!b;nI+X6fMyzKxw7{r2|iVi#w7 zliP~8xIs9fIvk!w{`gGh<|Eu57Rc;u!=bvh5B`2r$vh$0w|Y00S{KvlVSd4JtKT?Z zuc~RrIFppLe=+7PFC}j+B`+8cUtUpF=#k7FP;n(8rJ1A3InsHi-B{P=N^**`cT>Ri~q&g0@j zEfN0nEnOhp&*p^URIZL1wBpi|3F2|Dl%hQ z=tA6*)C@Q}H{b4y*zfu_$);+Ok|P(L|DA`@o+ZBV%Hq)@3omeKDJWk2&|~T7@9!Ua z{`&xI5Q0Ds_MHxIpiei+ph&=!)PGn>cxp`*{?P2IF125MV`Ey8 zAPUZ)fI8+;%*VfD^HT3dz0ytW3fB`?Mge?W+^MN4v!2!I`37u%fzDYKG7Dz+o$aj$q>ItsDHxJL2rgp}-eZ&0VU_Bt=p4!7IkzSYMTDs=8n)gq48@P{3w?EzUi~c~( z#qJqDiC}7(m|78f>PV|Aj6nmtJMu2hFMs~ehZ5e@h`;A5xL%J1;EOIso1Mm|*;l6O zC+FuMnVFFcIV>;cJk7=!Ge`ecSNC4_uGb!XRBn$6r}cV+w@*w8!2j`+w=hY$s%xzh ziZ@DyMs7s^o~l0{8)kl(a_rfICyx5*Y$@F;i^&->SQLiiMU~YM?WC@{BM`tdZuI& z)Wl(4Vjo|)i{^OZdnO~V?jqWUKge9WX(KDUL8Ymz9TF3uuh_U0@y@1rCwXas46k$M zqt;2y6V$5`gNfVCo1P+4pJM`gNPevp4Lj&>ayRCvxvIZp?h&%Etx}`L#^V5=n8R%8 z;2ZY>^O>XX-03E>6bHwzXGvx`4=R zZf*7ZhUQ_twJ9noUZuCRumtO;@R--QRwh|Gyxq)3I+o@2a+HR+ezq=6{FQ4MCErp< z6*V<$7HWf}{C#e-q2U{*h~I!i?1QbMmOJ@C$pOhC4+Z@#o}o&YG!1oS5m-TzfEElc zE)l0@W+ueN#o<#dMGX#eFA@`#7U<|-WOYrEI*m(FIm2gcKS-Iv9>}*-_BzBQ zy74|ba*4|C+0#T5`&F)Qh0!i)*=PK5c{45{K0d7C+3K~>k5bK-$90?1S5i_U;{N;A zJ`?_`w}}cL#l;9Y^lq$jd;H6!{km^k(O4;%hY<_+9}D|W0rc1!BtC=Tcpb}o@DN?l zVJrkaF7Bk?WBf)V-OCaFy_xvb;=j-!|E6MOS=2^`NA#&$=NrWGy*;5N#l`nu9?vT^ zV+YDZflp0ymuK~b8ufy*lG5!*wy6Du>*t60iHLu@+-+F_L*(gUs@o<1+>J64G)E`r z8(cp*~rRRn!_63BRMhd zO8!x??OT6Zj$h9g;`w9e^$iW{8O{!QipF-(pf}6$+{zv_E}kth^zbPwb1BMVDEII{ zOGhH<=$WePhmh)XRZ(Fr&_O|>4>4_5vc73M_ud4*Q0=sF4oS;IcbB%ks>L3zzEGy2 zsj+>)ND&Hx$K23t>gu=hfvzwf6E!5imw)t&z0nJw2-$~0pFxv^I&cB;LrGKKrEwPT zf8At>8Uetle(PIXGgDY&FKXAHqnQrn_`DMj*;rgUiz_WHt=WP+*k&&e**Y-D08y2a zlgngq*ulD1a2yp9GRjx|%VyiMCT!#uf5Hzi4+#ht3~YScp`&xy?QOP8C}8lHH2D39%33agMPnzg zmO}2m80aJ>;4^-Tv{D`5s;#H_YBz)lRqs!sejo7g78-X2(hI*_N#+QBYe->{0N=uNlGkQi1^KM@IXlY|Z z^{_p*BrkblcGh`xCnzYyX1rb2+IowY_FmmkbD%rRpnD)&_0| z#bqV8ZsUB*r^8;~-CSNBxdUHFsG+rSYP|znPj5y>U0p=xi-0FOrq1_b*{EzxV|_(- zmpu}Sy9|->lXAx=u9q>cyr|1>1iN0qlT{h_y5a~kARF#Fej^7&H z``P<>zMr@McYlsUn2}-TzOPv8T<1F1y7GlG-$P;p!D@c7uAVL^H1>UP!r9|T@4~rV zurW?5R{U3*mV$PE_4MTFBXI#s5b|oV2xE#^*`@ysX{L`@atrxRgei_v9ojLTJE|4P)SKQaJhhtb;jbkL3Wv4Zoa~1onP$K zl*>4wAk#mPD*odIycuO81s+l!hxneNn;iN1%Y)8tzqZ7mKS!=@nbFG=x}UYdhUv*8Ls++zs*s~=)8 zhV$V|1#HT31^7$c+Ogt~P~hnw9K1$4-#!mn3hpniQE;FVK2|{VEzWzfHSyO#DtqD5 zn&z|VTTdV36wjY@94XjM$}koe+iT6uO3TSfL7hL8XTDjUpD^~<4-5>cg%c=$BAF9Q zN-*J^b|>d_hHOWNA~wfanKW&c{ZYqa3Qfw9nc+=Y9h-Y_ni6$V;!BuDbvFu2T?s0d zs;m(ni_J?PeWa-AxZ;M(oB+dLz+TgAPF(lczP#GuaM*1B-)fb|iF7KQUaCwkr=@C^ zOB+%46LHMu&h}TF6J%$#T zy3D;q??y{L)9LSc79`yzpKp_plrhuL45JQ4;Q4FG(OqNAvokkBw6y20k;K&<+l~yb zw)Vp)sn>qX_|?ZHKg*Q$oti@+*j>cma?U#{-6Woo{+{+sm?7hmrG*tW8()}jI;nq* z??h-)-+ib7TphUzdo_%eE!z?GkkfQvKv}d=uWq!>AH0&rZaMR1$T23;kU;ygig#YjTk7qJiHnQdA4^o8pzy@jY~nVy0{&V zuG4ng-{)`po{}<=&|X2iV-?@Cksi(OPadGNFVUBO(1KckH68x8y;4<7+36ar_M+9u zeF9P{3l6>FucKO=dAef{XImm|s#*8XKQS81A2S%3NT6d966yJ+c&(h*5m!%7PkqV1 z{Iz8xoy)1fa8qX|{hOt|6nT33vStE-%2UTgY}Ff zD#Xm!%PK6dT@LJs(SZpT?dEP@9MfDn7OLFOWsdq`=;zSQm09Dux&|eSAf?e=xR1Iz zTC>eALn021dHcR0xwhc{G2j9#xnf&q2w9y7Pwl6){mF%@2d&3)t(R~&E?)v#kB*Bg zV0gHUvr!_J{cY*0e08E1{xeYtDju4UU%%Lcf~7@8C1`kPdb+siQ@2|&DOGOZJ4R~K zX@HHb54zV$phit2%Z6p8o8`gA8vDHTh8cqE>(z8>8k|uPtk#ry-=rFvngUZ7i7Q5age1^u z>^ZbzqM=oq`8Ezt+2O?VW(NAGVCu|>_VKq9>>Qjy(UH{+r~>Ji3f9#{0WrSy5LbXZ zy2inNO-jo4ex8MV>6^>%pVT|;)DyexOo^CVTIcvKfZg95C^055Ul+A2DmCx(*6trv z4OLTmT%rPY&zlJN~u}zhDa#cTp_aG=TD!E!Wnz{QnmUs2vyh&xFsbeNx7{)j~wD&C5x((OY5^- z)?z%1<-w}mWe3N4ew2Eqvr?$^Ju~x7dxfy^YksA28!Ct{AWEz6S|Y$Fzxj^nnfUV= zWY5w-fhEP8ug8S^EW`J8#@elB#oK@qJ3g!((rBWP&A3iKQ4+P|`Kl z+wj3-T4s6K2)%>P*3@3u+D!sj9aFk%IlgATL&4hsi;1yO!l(OU6W9+5SR1QF)+tH3 zn&6WtoHl6QKcNX-`H{1KVi}({=9rbJDV|uGKC(upJ#)jCg6-YaTF-0aD3Rxin1;P3 z@!%ZEN_X;0?)_jThP!GQ8w=A9rn@r8OlWE<1ywu>aAOM*1L=?>{{Gc{u)JYOY)(HLDsW}{ z5eoXkh2%%F(Qx1-bUr)HzAQ(4W#M~mqa>?I%LS8?iOAQ+;QwZGJW=}AQ=4Bto(yMe zVNhf#KN((lOwW*JCb0B$c`=e0j@CU>)&KJ4u+`KxWNT!Fpemy(x99$*j)vjpacc;a zf+iFt`ks8fJ#5*?6nX+ZQ^ceAW5Jx;p!n)C1+e6QsM{2xuz>BT_>z(m7(IN%Ib;Og zu<4Ct<@&M#mmo|^XP%}-2_7Fi6&?C3?H&4zfl$Qdfk`kM*XLs7gQZq$Y3+I zm&T~ZuA*&mwXTXLw)cg(z(dqHMb?pLWTfKGGGEqYh5wW?R*6Y6eWCs!%3K+n?Nem0ay6XI(Bu)FLawQ6h=ic%Ua5DTtZWZs<$^<+ z0cRg$w6KK%FHiA4DGzxoY?5MtSIA;3z=zYbGkK>StQt~u1<%!=NlMJsrEo`+lG)E! z3^9q8VcxRnK!mDPhT{nxd!q_gat|2AL?y7)0oS~advd$_Ex%d2_v;+ng34<3@d722 zy4Ifhjcj~`6rQa~kd=J4!mPrtio00xWoq&&!m+2wXhRwK`&Z4xfI zV1q{vRYt>acVUBe7tN^#CKcuvHAV0W8A&*t?j$8?8x7_L?|EpoIH~26SB;GLd7>)a zzdUe79^yp?hoIzhd@E0;IACc3NYZ%x>l0_+P}u+FI3%}tl^ng4VmNM6DvWhJ?@?!j{c#69KCANv?yK0XlJ(kCM}J*QDFq5 z0()WW34Vj0&TfS;^|!>F?^Gl}gjf*K-({K$;Tki{Ywc@{iaT0+h^)jT=aH0z@uo zy~gGx1R*<1Sq~0}@m)sxuQ@qa>F645OpDextRQLmLiyF;S9!?u+!KNAzlDdRzgcOC zPinCl$>54Z%>5-J1pyJ*x$J`@qy1=H)L7QYx#WU|8w6op9UaQny1zd9xPE--So7!* za;-0cK9nv!zSm7%voEXF3;l?9{I0-4vZ13w2f#2$N!B7dG4 z6#Nz)Ly9rTA4;MWN`(E|i|{3GdtFI*wumDcD-)V*0zijK+%lx++1{ja*u3 z+D!Zxvj`8LNtJ5QJ9uqrb2exGw$`27qoMBqi#&G9c zReQ2^Qb56U+=7~#T)W!I{(=2FRtTQ5k_mi1{=9(}6~ZP@5O&_&h!PSiTvLR`FanK1reZc5jdRa}7 z6{ditip9O)rj}&2bWoFG>q$Pq54@aLSg6@tmm?m_9U9($j?;8R^vz3FI!(!`$;n}z z{NT$A%{*V|7^8)JK$GN8D$tba?Ac#_$^r<7O}|E7jH4bI(|VqsB6h@OHVN@1H8m1I z3S#td-cpb5Vf?pmJPTjp!(XwQ{~W)NS!r_{sKPv%50@cugFOz;{0s=))JUugTzvpf z`jZOP2Wlp#r|$jOGBq%WY2oMq2F+B4uQ0QZyfJ4L^wN|>i0?n>H!oXLr)zL#B% zO~mgOAb1!Fq#iCQZ$os1bVh2X@-sQu3)Olo*~(*K?C?I{`jYlilrd-Tl8j!jkzmbtGsQ(<$C!oRIQeZT%oIG>B~rp*N`z5pq2^ z=iGTr7V9oVqjj- zSO{>pwO({q09S}?55yHV-z&!=qS|pV?bb$zSbl77X~4|v$Hryh!S8*^1l~n-(^?yl zK6v3qu{&%o=GkcPP;|CK>;6kwSwBO%YwWxUi9d=hLLpLI)rI4aepxpagAZBX*cz|k z3j^TFT3|F*3%vXO1l6u;wuSpgr}p07&?lR^!Jj^RHyP1pefe}DEE_ifwFnz#`!a6g zSeGFhW8jkWHtdWXf{B@|m8zV?!W$VGn%KSs;1qyNq&RITW2{K!c$H-P#KdYt{C-}z zkS%6%ywv7MfeMge>l4Xp>j@&Lyo2<4@zbpqBSD4YO90n`o>)fk+Vhhg(=IMe)yJRD zL&IFyTvMePrI5gZHcdB`NJwtBMT!3EsD72HXNY=OfEo=*a6fB1THuRu zEbPdaXu>1)KMe8KXB%=gdP;$>0Iv7yt|ML#I|(P7BpRih1O`UOX)jbHIZU&-taXeOm2iWfK`yX0K9M_U zY-s3)svQo-ApMwU8)xn?WC1lH;BoG}88UZ?P{4w)mJ-XNwT6d(f6u)oQn0uueD!EF z4J?bHxi6mF`F}mCbbOfn`nrir zNydN?tw4fh2sB$1pc)E#(3_i?77?bq*{Tnz$^>1LB9p*~7$k#fnTV#QW|XEUwm%xZ zBVIdiG67lkdL>DF2JF2Ym_Mw?Q*|nRUlr0<5Og^G`G>1I8s0ujZ}Enibxd@%PGDF=l(cNoAW6Za3AMy zty)p??UH62Fw@_g*e(=IjE~=VmqQ_NwKlUHD}&x!Rz_yyq*1K{>}qKgL-#lF>>t}( z)=dL#k`FLGlCrx&kg9KFps_vZr;>V&)*>k-Jstf7_~-R55|qWH45{oKbrYJCgxmSZEn$b}@w=XwVS9Y$_gEO}7F zSTxOdzZQK5BfTrA+;rfllwzuvy{Ps|@u|gg%P#d7>gr(!wYwqo0dc-xb5fdqYu&a< z3UiP7LrBD)N8vZzXXBG|PG%T$w1xl&53Vv<#8P7}P!rN*AtAEpIH=1ZCI0pQ%XXDl z7ZjfTR6#?@|2ckgHaU%g+v)Sko7*G2r*CV=Ja7;)vaB)vj&GSQaqzm@hhauzR_owKW8i%aDpqNy(@mXbJ?F?`RWK z^hKPDCF<{4nWb!jC5sU_#O-9J{&;ZU(8Xp61Z)*B#z}q51u}Qu##Y{2_~{}g{+tGA zXkiga7W3inxPJJ>uZl}b);h`y*Z2Dj0r|g~ksCv_;&qr=S_3-#yul{=#ie3&7&b}T z`YH^pH`GG%g!qlE+~S>OhkOA$2ZwpLpV++vQWlrxXPm|Zq7YBHx~}6;V&Qzr{vPhQ zs_Y+QyqQH#D@BSNJu9N8XEdFE>hwVG*%e4#OwZ0vt*$nV*bdi}Qe+x&*uoa__7MYu z9S#UtPF8z%MU|YKI{BMYP%T&x47lg*bOV}Ct<$CzafDG&%Hfk?q7;r%Xli~;@T zsspDwWn}x-3JJz;S*UXZiJX|I{Yp-$@%vR_9&`H4R%2qw=%5pPeZOPeiG>OOb@3T) zaIG){Am(|a_3KJ>bcK|`a`Ub#8RRc?hv%;vjTS@|?NO^bZ8K5U)IzfuS^+8&M@K#w zm|KFZNsUvB|8J^-3o04YA%z$X33r4UZ1U=dZ^ebux@znD%Tb?taFjtefeN)}wnc`i zAj8u70CWIveG}M)qT&)3(;apgrIr$$v3y6iB#2OjoVElxO-9=QP5*3V$lkIBs|BGo zND2lGT7djO!$ZI_P0dYHS}powQDBMkblcvHyJd?NR-^L|L~?QjXlH6Pmg8BD>qrreUS=D=RzW?JdTL zw`69Ptqa*>@wodKN<+PByI~{Q;Zm7d;TZ& zG^9K>-nko>KsfTYS{-1GTgRtch_Z72;;G&wryK(^YwK-Tjhcpr$nl3~(asF!pY;dp zE~rervxKWjlGHSf`_h&@56MR`?{oG-K2CogEwT z2=3n0AWgVeXoGeos&Ivpmo^sYP%!J5ReCItP}iGnk9pgvKL6@8G#t%7L08q63JUeG zVBxww-hVJ#nY1q|DftmMe}m@}AbIYXPe$7j7Mbum^D!0V0>#0xy8-XvAN(D`qj^ad zP=%1)XGjKJy5wV?U8wt5h8nht*sJFbS=0^>=i2`_#ZX?Y&KcEOPUc~yY5--%Z@!Kw znO{~1R}`wn>;`oFef=Z(nn&)ego7n3napA(TR(ookNkDnYb8DP(#C0i0#a+%~u~y!wMXs zqDt65_?G1w8}>Q$1qP2}JG^(kcoA95%oMmXs5+OcKaQ&s~OD_mdfE*<_5>x}20LhEYdu@Arb`$EZ zC+#VJLFh_1P}_sXL{av$QF||$V}GtQ9!yLvRB?Qkd;R8q1Oiz4+su`20zg}-s0f3% z5^|azE$AC*LY0Rd5aKV~b3S&GRgjec&5NWz?m5f@C7QQ8=T&&5nrAYyDs}&;gAyGf z36F7Qw9?e|G%YP{Y30hF|DV2QW@a`YYX5oOI-=yWmns6~QWONq#58T#;BDmhjQxnN zcg7vAmTbps^7qZeq6J14`Q3iDAad&DS!zz~%Qpq7#MJw+QEL8l3cL|p$I{~+a_*WE z(?WIFFDRF7nfCK{y0D;Dql?F({ZB-vOa}P*Pfn{mrSw|4@5p^0W%Je2rPs9nB-;7u z3_Ne={3Ezce$j|-{3Z1WWDwS{phr|xjLxm}y&__~Q-ylvN&V+N{`uZTW#q_*SSU3q zGr0;ja}H95LDFn@=$l>6iKa5KVOb&SVkEU1eu?hcITkDi zN6A&qX7FJU3fah{q17M%^%aN=yjDJ4R`W>sbM#+#Kq>IeRbB}5i3cQon#Hmzg`d4Z zyg7cizPXzK4K{sSj3y_8p(d#%hUfjdrpS)X&wnoWuSX+~{*gy_>B0^lwjR1~v%*sa zX;O$BDVeB{T_zxH`S>OfIL3%C4^CBmW&XN>|NKaFy!%f%{K0i4B_&AHHY`U-1B8q( z%Z0EJB6%!Wf#qbee+Ab6`SFwH>*GIyHMrS@U~J5@CMKCh#l<`ShmI>O`dayaKJ=dl znXe%D2aNnmM&?~!9{$6J7!YPnPOS_Kef=YxQnvojod0_OEJ8qx^QQHn71n3rfS`sv zwb;$}`liktPbzoFAV}6XOwBIVbo_iPQ1Pd%GjKHipKJYRZUWPuL6Ah@T;Ltlbswz` zz`OiL{V_M1^qigrqOUEb->&O^p8e6+Qph~dckW&C_ExAgXMmXs`D-o8-S{oQ`p>BR z^+5Rv6hiT6x_g{4E`Agswm?l$5<8ZwF zoTJXt0Z!Iy{L>wVkYxsjjU))0w)1bY5CvU%Og7GxL!tO+0RNv|V7h((;DACai5gYiPCS430ONn@H@D z1w8)k5GC@K0B^+n2C#$tQclR6!g1tyFGcsyAJs{lJu~D@*O;weo{cRaI4g%VsmL z9h{hJcP-IVhFy-y`g=mAHO}uHzEXbG>^09#D?!+;Bb#Mu4@ftqgdAVxpvgpz!pM)!OlGYKdii?@@OhyrKz_ z9JE&e?;YxTxWBJR<3N*?xW3Irl9HNQ&=M6LDGAYeXU@f88zj!&ft^BqSe#lF+Sd;a zL7%ZbgH}wCEHbVP@YqLx^qVy3@&OM*Gl)mhj76V|&hhIzC=Vu}vnlJ_`Tn3`q*&zy6*EZ~@xD*znha-@C zBofddJj5fLs!Ivy#4m?}eDn1tgfAgyU9Qvdw+tD%zAK>J%J-QC3D*M6y5s=J7Y<&!HikGmG00=%EwX zT}wd0kUxL;lGU)+7%1|0#(cZCd%jqnc5S~h5*{Ujfr7( z7IkXpH9XAkvg32wxTSDep-AiQsolCP0)$6)8!2im_6Phrt)(AaE4NjnERVKP%odYc z>;Zy1)WP3cwRetaj!y8}Avb_k_14|9_^`s0$C@6~jX=#IBuZ|$9?x}48ma6VKsvSR zNTE~nc|bf?FrXCW7@ohxWwRN3ua8lKJ_EIG`KF{NyCvmnzckX=#^XA2K4PyYmp?ptXP~@PXxIKbYpDwLr%UxLa80 zt{@-RUI1jr0F-@;lK2}tKzoj2@mw#2**PM|`xwMjCTyIg(v_C!l( z=F_LogR|&_3@adC5ChzW{KC}iEIRcT!D2&=0Fq|U&VFOOoB_?*fuRIHo?|x3hyaTA zE)zrLTH7C~<${Mv)_hMWU_6AF?7h6E$4-wZ3knL3R^Er%?H=P{5b{!A)05mNnTo{{ zefF#d$`A<0rJm~CJat)8*;yWG$3j(j#l(;yLS$v@=%`=G%GO7k_DahrJIx|>Z=Bj6 zsx&h+53H@wLM0rqoWFW|H`-mxYqGxzhYK3#_K-#>D3n2uX#lC?i;IuU%`e8eu5;KI z+m~&0UA}(vh9z1bZ!L5z>F!)5n|9YZ zC#Nz;4cq_G=cD~mbl>zvO<>TqkOd=&-*jKSeAyJb;@F?#D5NQZgARPaFv|O_Z*JfI zp>~BRf+yP7U$fzt*Xxy>WPAi6E8{iyYIOw@Q&SOVXXmJJWyv*_6*BiW%u@K-lyGQfV{>L4 zRKSh!xPPrR3;}^{6m*Y^|A3?2+84LJs+5&y(=%7LH97Wo@zcLC3Z?V&%JB!Q<(oIj zD^NCI>E3nfCFbOKLA1WsTscNZ!;#PvZmt>0ph_l0G?dD8Pw=AK#7p7y&;Vk=>ux}r zsCS3Pd{)z{kz0*$yjEL#pg{h>^`5B|9s)>bPj?~ggho!{|RUBBpcv=K4(LPe!DFrg7p-8uD>;Q{doXmxWM6*f}kygU3R-)KA1 zx>a+w^>&#nA>u3*CX4MVW5t03PFi33jAwwrut6rl={kXtF&t$!_$vicYmn?hLSYCF zB9@#S@+96&LpGnHqWW}>PPdV9iWMFs7TtbF`&p+|TK98IPai%FAT}R0Hobc}CL*MM z)EO(BSNq!Aw;1OzF{5px{{l?^`ti*4BJQQ}ZzP#-PNIpHM;$*2i%7jvQfj1AOP}=& z81`w5aGXMXz$0rZj4FhU_UN@F`R#|TyN%j9GcR5$ybnwE)K>7>xBMn8t%U5H>O`|~ zfGoiC6HYbyYko@&Z^7uV;D-Bda*{gLkbu4b0`O)#Bgwn3ED z>=-OYnb)%Ukx0AVZnj6l!jWME@}?SkdX@vzApE^-;**d-73hu?qoBKU{!lH?4nwoi zH@>Xwoe0G#D;J|uwIhWS{8jDw#{WsRpoeOU)|N{ylra*iQaIuP3+wCG!16;prR^Lj zW#0Pu1_2mJQ-R!(_o~~~IhoBf(0dszC4xwcFX1UR=+&NSSP;j#eW6ik=Lz2^9cj!jf}(Mq91%xN}}4jio7=h5)#fLpdBy4@{+n~`_QRNNQjzKEBe%p z=LW>C`$IzLBK}e5B@R+jQr>)%f85O9j{;+Fg14Rif&ol+V3b-%s`GI8RkVU)zW>}! z=5W7Gy=kjQ_YqX_ltVFG)OXxIEfH9@zT+X~b$F-Zh!+$a(V85WHT(6@1ZC#rBG|f1 zgSmHTG3TuvGsOL8iwLF6mYHDhTT+5B$$ug+ggRibWYsYvw+i(F(OoUQ_Npf!PHMiVc3uwS>{>}M- zM#*+~;T*CZ<-7*OMiTfK7UyOyqy+_qDMIq8h>{=E9Y(EgTP3E`SU%mG?v#{>J9qDv zYq9EsRl)}=`cPoP zK+A^#sk3ZGTMLVGK<=(gXRT#lf$mFy6yAU&Fh()?_m+RArZY5z@nZ%oJu9Cr>Nb=G zByo*N%KUmE8RMOl{r!R|RHGgI3b;2=f+{-1Xz(L?;w*fYPLh+(BBN+qr>3@+(V13~ zR7%kSQ_ZQ^8$K4!QL^9Jt(>TIJ!FJF?YdAf;Y-XBl%CG$AIJY5Ty=M{go$a$pZWN& z?*bZ!nagal5G4|_8Q4W_KE@$y`OrE9!m0Q# z*@SKr#?%h7va*|Po^foD*M{qS(_;g<^$#DOBF-EiGa?1}hodx8ppgw-z$eR~R*)ct z3+ZAmRgBaWs2rlhr)9k*Ze%k9kgw`squQ3q|Ey8f9y+Mhb1K{4sD82fE5CVV;u{daeF1i`sY`a}GR@iC}c%JYNo~PoY3ji}>7c1JqtEBws zJ`^-K3uf+AA#j&(p4`W)C$&;VV(ej_+G5SqFK(or}fQz)+gtFtAXMX~o z>F4pNs6Uq==LuDfh?>LQ6_l&BwRJh!yC;ecH(?xUVQfILmsXJ7p?>809SX4-WYixM1W~}CkiM3Dq$S$R8kO12T zqUyXw0|xed^f&-;k%jbkE7TY!9>u1>PJ$S96V?TyTp! znSV2^tfIKRKc%Mj4NTk&GLyz&ew?%LPh-is54}_glH=op%HC0eJQUI`HEo&4Scyu0Y3Y;i!%qBQ z)RToA_TGi$L8J!~md_z_<1-8XKsA9mUD@G^5Dz_p%pAmW>MVqV%Su3Dnz&$qE7{w( zn;KUi`)d4~sJOa-I}$RlJ;apv`*Z*M+fVJL)>fFbKFI(+5G5kqu|BA=G+nNOig(nU zdu5!I=PVboA4vH?80=VG0kH)H2-bS4e|BBPb1zjlNUX!QC?|Uw_JiLG&7Dm@|GGr- z`vrf03#`Zjk6n%xaE3*{reD?n>F@cUZvOI^S-q=n-AK7IwXpWj#s2*#zke>|0RRPp z?|R7R+&A5vuwl_sqK|7Gqqq`(-opFK<1A!!si~Q%CzL8tb{Q|GGO*Yc?b;CjHQwh_ zTALRCreq&y5|-|eYmG(Ft0K^17qgXjs=j{~<8HCZw?W)knhb}%OV1>+ zbNF$>fJe2ui3t};HV0u2N58sZc0H~VsWB;w`uxn#Ke+ghq5Jba6Z=2amBrpY>^-jx zGn0Ci1NMiXo*iRm3)fHddTNOuz7$0eQPrs)kWhV;VR>}Y$Z^4(x$}0d8*YEt@+kuU@^XS)Xde_@0`&IHUJi5&83H zHfe&hEL>0Fu*GFKE9^D0RmZZB#=iRf?h|L{@+9ZkmWYvp(b&&HK{f7pg3sQ(xg8*| zLny_+{@B!$S|uAAPPiNnje&8fjXOQk)oG6%8M@u1{Y;w}J(axG9Wu7{wDvJbb%VMN znLe~Vc*d1#lKS;a&iA3k+)VINE8g8Y`4KYbmqTe|xDf&v=OQWIM}s+d?ZWF5j>( zC^%SHSokced>1;+6c-8y-P@ZEminHao|vBQ+b(okR#+Q|{QM^m!TVD^wNc$%Cwbeop2J{P=`^+W#${_U%oePd0=5vV~@N}nY@L$U`F@fCm$Q;-T4h{~dy$R2` z6%u^>+6w1GNZ$>+9In{e*=@b}4BOYad!p7ef>jgKa;~lXyM3(P6K)mKmB_ z%3zn(Z1C{(a}3D(6V3g(A;l;*UEG&1U)I&ttxb4RY^>GdP0i2u>x`Wq%?Y82>Gi6! zcw1WG=(~9ZsTo)=P_Q)2w5PAH4+kH=Qc)Q}-%3l1I0BHBxouxL27zXO_M7Fwd>=Rm z@6n@24t%5w@i!P=v$&q1YcJQfww71S9K>y7D3T&pd(r&j!iCMAh-q!}d{b8f7}AZ( zQxuoe#>sx12OXuw-4Gc5=RtBl^wJshj{n-kTeky*PPh?pcB9jJJppKW+uC$$Kj0vK z&w!)juDlcan&G?!{kX_v<~z*HShw!n`5s19d>_gH=$n= zaOkCkl@+$WK9P#croDqhSEcKnT2GOyq@=^;7!ZDMU6+F`inp2O)E+H@LU=tgpm&Rh>4SX zh3bHXC{1GwLD5bi^59jB74h^+9+7o>mK;BgI{&LA} zURWZr+Ev3tx3}oe&ZarxS@{hNm-R(P9=OD-Lr*CsP7{r>Oo3=#mw0O|_qTxwBCOi8 z?6b^@9?-_79qTS-3^;}O7MaeOb;w@lE?#<09~oCMGc)V&nMcxa@8nEzi_F{dPI4vp zpr`+G4GwU^$oP6A#hk9tArX8T4HpH{h=s}zB9TaiVhftzR zfAsfn7#)p;y~AcQ%xzM!Kf5XTY{QRh^h;u*hnpK>wes}DX704F^5lHgbW?Byo33PX zAqNf3djZFtEBN@rMn;U<+S=IU{NXPXp00NY<4r(|_ z?qvJ@nJ^yv4eHU+QU2qtZt+FI2%KXQgnn$A!OHA(j$hCSqj!953)_SS;Dgl9rlM_D% z28J&wPtgA6Tp{mhyN;#ge8~kOl}yV4!58|Y zeA&RdGtJcnQi)isv5A#74jE>ZKUGj5 z;u^8S4-5>ve&fdaVp>+N$%?WJvPM$j{F4$O6~Hu9!qH21@oFRu!F;%e7@ygF>%r$XjX4rMxm z2lG^LxW_<+GhfG1@KZ!i?8eyJPWKFT!2kz$W4Jg$0?dQSZ&kznvMPwC{+8$t5kLyO?2kAwn8Wus2QHC#S_vxJvpYPrG*w?g#319QFBAEDer?p z+HAubar7e~AZT<%m5aQ3b*;F#cndW)W}(7iK3TWf&>7MmoT+*mlQvUwKC<2N&6_vI z1#!+Q!LU+#Gn58OZJE8iyueejSTD+u+l{}q86%ie&4Z?qxi%|`xTM@wU?j|~t+juB zf7uc%P&zVoN zd^BzbX<9K)2o}pBC?{t(?duk2aKjBRwzRe;mHlYx(t+l1-lePKZHK7(&L(Igb~Dib zt_dSR;jt7}iEp&HG*2yAPPn~NlJ)uNUiP&0hE`7q6AIa}<747AHgptQ1o&e*mKh81 zaiGJ2qx7(J^zG>)6SOoSa( z^nHqqd=79}&1GLZ%Gul7n~{rKXyYf<5g-B7+739C^)4~y92j_UTIncf*lTt(A##Jm z6+o(qy=w!*23qc^)lyW!a0~8QJ%O4$%?&a>8(#p4b8wn`esKjBxt$yOS^uET(f$!Z zDH*{AY_iSeymrW#^?W^{aM`;J+aHU!FyNjIU&X;9gUfcB+QiZlGE=40Zpx3#ZsI+G z;z*PpKu@|jr<$LERH70RGl3%H`kRC?fU~kHPaLASBu^LRDksyjDke*oGN+2?Vy708 z<8-DP{4x&UO!yp!ZG++A;r?9h%R;C7?U26K??KTC?Oy~qVHY)2W;!N#vfu7%u{Gbx zIfP+SG=X`t*C?c+tJ`OiE*5rg=JW*ev5P6m0CL=uoZF&#%60|~SK6G>y-#5htX1u2 zZit;}E;cEixp{I}c}hY@M~BR{-<*Xrv0K57>;YPBm6j5y2UM=)XKi6I2}7j?n0uum z+hXQ9`oju}DPp3d_l{An?cnwLSNA~r6>C3Bq@kfPXoQE2JsseBlpq`b2$^$!4Q}ne z!tgo-C8|NI_E@XO0o(K~gL>FrpKT^y*D=#1i zNlwiMU;V-nJ@x_zX4U0vvHvE=8ew`b(_SWM7&2%*DCJ+K$>|!HL^D z%LAGz{Wf2Xxl5hFjYCJBHF&S^nwpx|OY?nM6zI4DIuRP1%mGf>Taa=cTwOBH+;onO z$tcZSSB0Ge|7L8mNNzH#wxC>gOF0AjGF@V=W)8BLbX^O|PEQUqg1XwuGxztV0_<0d z=LY!+B;ew>M(w7``WP=0+?)0kI=bD?zljZVWy1DNgu?lAa;!sY>*jWSh0ch%OIeU| z%UQy5Y$T*Sp)v|5mYP}9Z+x6z-BjpK~pL@Z#A}<&`UeqY#j;$OMHo8EJH{ zmmBdEg`_Ud3Qh0Z?N83F1Z0V9GS^>1df&a%Mn}sU8D6JXF*?!qPSi3&$l!iQ4$3=! z*1$-Uc_cn0;*19FR~&7KVPX?@bVoIgou1fM9PcPWFcJ>I4}q z?krD$_4x`edVE}++|p@ zv7m;i4oH_6RK=nHk00!5sgHEUz|aGX`BqjI4Th7=u$NI;S-HOq7W2*u`V^v5FtuPP zh>S-)53*d3eZtgSh}^vJ=`0Rc3Ze1rLk9<5G^$507ciL(jg85zi*_Ob)pF|+z=7K?NSQ~RgQSX7C;{{mvtYtPobe7^77b#AToe*a)@n1nUtQI zo3ld04F03FTJcDBP(Z<8iJ-k=f4L(U5GLm+fG8+kqGx2BPDzfX1Z*xEOv`FK$PQ)9 z_foH^`(&0CfB@Q)+~FhONsQKu+%Ug7<5h1Ti-^F85`$4j8(8t@&o8xuSGU)kZ`rY) zwgY)J`XfoX%@BGgWr{^+w_RLZ>gwy)VG#w##15onmcYn)q zId(wDDBw)esE2Dk@sxtf6bl^T6Ei0Dcx;j-V+I!-HM*g(}`fd=9$s;9o=4J4*o&7bc=NRX@BPA<4VjSp+u%-Y(RV@E?sO3`Zi z0Hp!wS}79KG8l9sYoI$|oBI=Yhqd}q3ruC66S@W{%!mWX+wJ+Cn%F56<$ zxbVKF~bLe>JV7a-%P_(~uV|lnF#ex5@qO z9-JG|<`~IbDXyqUjE-rT%ht}I@dm^;(1C1YJ|Uoh7<6xqDA!X*u#{^X8i+;hV{aj4!(04YMlg&6y5a~5Zxztp>J)1Fz#&KxN4%68RwhQg_ zpI5pZ55_D-=*Cv7v&hpwiAe)-d9GAL07W~nbSBnQ>n#y%M7&maDvwu8?Ey0s!Lf%* zG(KB(HqlFXu6yn@tSjId3S>4e;^ECnxgOw$goGFk{_xt`vU1ss8jH5g{B8Sjp^r!ib)UIrw$orA*}2pKQI@YAZHqsYaoboSq}dx*ctVRZaul!hfR7808V8;_f^QzI3LAntg+mmWBmF$ zI;gE18Hs@_?@ra|jj zGeB>F$moC>j85%k=CY2(hNBN3Fww)<(a`~&htHyit_b`J;|d%+KLzGq8~BM(>d*e@ zXadc}faO6uWo)ARiL!BMYjmA}0Qmg+MhaJPJG-JJ{B&IFxJH zfBQmIr=*0AB0H6RKc&b{%vgtH-?ML_O-_UoCVSZ#Gm~YET_wrBj>$44*@hv@*q8r3 z=lj0@xvq0voWqRwo%gw)`~GbYd^ig*GcN&8K{O>{s$)p!0DnrPS=EOsL3BUk!rMc7 z&^WI2u-!m#w1`Zt0T$ohQ|{P(nbA>QiB-G>^)qaJbT&&%_kz39zSKT3k5(vj01I5h*RCcbF0XR=4}Xs1(-MG9 z5mpPdFX>JQ>uIQhfAjMnh26w5m?qWgkb}VppH$ht2F$bK+ORhRp9a8>&EJ1btZ9JF zrN8LE17jST7z?h_J@VBn+mV{UVOYcrR+I2=Zl)xwwKTd=PQbSId#c=?N2N= zc)&;gU3ev>vomWwk(zfqTlkcO(ZiAR3jSw}j7%qWL`CMy19LpCA1n^M^L3K# zjfK(R(3r*bwyS46>Q&@NEpI;*X0dhyT$ zt_JQ8sI2fF&#v5_f0B2cnU!C8LNaV?+m}OJ|3&ScgVFH&mKEb{xdnAkzEL@n3mL@t z6wSqXCV2AYGxi70j$e(eVi!~M!qckf;Rm$29;My>P0d+O_zx8UT!hr{?b|mm?~QNK z;7@G%)h;u7=>9;7otyI4E%=&ONr}r*cSLSWjdl*2tVzHrj@)O=2&n4Szuaza!H5?C zJc2nN+s$RaQUB49f4sxvp_FC#<3Q}U3&pQ2`0Ya2?((Ico}Py=wZmfaD6RSm#q@&g z!@n6+(CUB#H2Dr-lDZ;awZW4M>$jAzdDc}FKh}|^ASkB1r^L@bs7|TmI;r?)ACOUx zFu!9H13pwP{ixKi?6MGafKt3KJ3BkoU#ZK2?e`q7xT9{Dyn=xp)V3OE)PVLnCyXrm zIQ)2IqzYF(FAtzVk~GEw@Bzk*v#+PO7ZOxmWI759g|zI7JFW&MpwY{DDm%yb`TP4b zXflH7j^o&uaL8aUSBS;q#i2hfMlf6`pX7osUFGK|a%=$_)AQrUU0YjT22^CuS9T#< zEp)Xs!x}tUF!Y*nUGb=;p95HKpCW)mj3A|&nwpN3AO1LihD|#nRJH~>-^qAbLclF6 z*8@@^V&C>!*d7t_OFIf6O7l48(U3KYAKBQ{v>A4@ZO&J~*N%#&8{P*^D z=me*`v*6UW(aMa3KReeECMJ#px#{uA$xM=A?!*MnOQ%nF+uvJn3{6j^-6Bgn*O|%GZb@rjT|gw!iW&NrhF? zmluEU1lNmS2)U8>noz7ki%C1h@%`!N9f%+?1{_T-bZrGcKy;DWCqpSu4dxCyOh?hzJ?jy+i)+Fx~I^|iam`0xcO1W9rEZN@!AR6}I-!tZYW zupc>roN1gJ^u1kH$b*zFvTXGTU9_rMUm$;Uo61FclZQV7)3EQrfde8M0&amo#su!|tT{nGDnRiTz%ijO zZ;M@24EQ)PHCMX(Z74BOlb<$F=5(gZV&bY~8EwlDkQ2i^T|Pm<=D62AT=Jz{4q94T zSu<@7iG!GQ-_`O|<&e!9gt}N+tXQ_hP&e`m%l(9kYd+Im(r4JrH@W1zo&)Xx{h~zP?jjU0UrrbqYT<{`pyw+^BcQ+SgP$ ziQthb??yJSf?vtcfHT0rWiy>TNe29}711picye=N!wFDYIyKA`h$8ZMtcqAceviK0 zXATXsx<{4SnXk=#n<@Ydp8*O8vs$}AqhX=@!S1ic<<|}Q&Gut8AG08`!ph2ZJ^GF|^BB5kNvcBpit4?DDY<*yQ-QJEN}eQFn2sOsh7kY@s1raXPQboUDb>U*3haG+8eH-| z`AemR(rT~H8#q;1#L4?oe+O`0x`b!tYO%UxQWA}kKMI?xGpR5E5M{<2>Lg1RjO-M} zj?@Ob0CYH5?T?psAI^t+NS4*Ld6XVc>hew*tor$s**5=|S(L?0-_?}) zcjSV?F6Z80jPx|#tr}BX?K!u2n?i4l4SMh`oP)z`@1(6H_EFRw{0>2F*6&h&Ni@m1 zmx$?i@tE_h^;-ODKSya6SG<0w9w)9@Ztm)rceGZw%xB@V^E1n^1&?9ztFqool>rHV z>E<6}XU{0&8hf)DxTRbhwh_*>DpJebKWWoMA83i5805dp6dT#wl6KU0cD>ZsGXuv$ zHN0(BwL22{v1Lr`>Xn;#&6@Q-@4=7uSlF9Z=7hx^zYh?Y!^&MLnxf`JFU44;b5}Ir zY}W3_;6=;E`_kLlna`f#%G$4bWM)#~;_j6(%E=M@$B->Hzn|~V?QCPjD(8BV)em&p z&XovvTIyrUUDiCvyA4}?I7BciWMoA?yhigpiyB3C_eSk&AB&6rZe5SXYDwZ{=F#I5 z1I)H))C-A~b4-avB1se_+iOy~AAHR%(`_Y@W;{*qgl44v-_M$Pt4U^ki9ZiLHv1KD zcpu}RhnvC$R65`cGe19P){E+;Nb5j!Kii-g7RjY-;gi+9|KJfLb2$N7Srg!Gj9~Nu zVRcIGvhV9RZ$9j7tqF^WXpfDJ$v=F*!tsGB#HUdx{nNH|fOFRN`)eM+xQa^L?%w^E zS5UrcR|e#;Uh!-k974cQv7J3@bZjJEz+iY3UwJA_SVI z(Ap20AK3o;Fc0+Z-@lI?JbdWTG-LU6Y3l%1f&)ez1_o^)2nTC}i8dyxtG(3c;o)-J zGT9~CzAZ=vg~h7wk|%MnV;gUAJ5#C%@V9d%Jju>nyWcE%gq2eO@9b`gya;qp)pCbI zLP`n-a8W9dLzoh`<|+&=SmpY413(Vg3d`@_`S7Aes9NfF2+?i8W)%S6LN^81AJ;@p zK7P7xiMWZc60`E%^48dU`s^88qS-{%+R{>7L_`G0)>^~6l5H~lUw}-Zv8l;8sK%)+ zgn-k{^^S;hI&$bxz6+U(Z@vf%l$BdC|LfP=IeB^Lp)kN9v48$NqzzY=4hIbau{7sb zeI;Jf_WLPORF#nn8Hbge_I+^p>o=ovO_bf%?X`Id0T?AA74sq_CN3_Hm-L9W>#SJ) zw$}~-v@Ole-7GT0?*UGmDa7Ck%d3#8Dtfv`qn)I0MkQQWB&MXKgt{XK#2N!e~cG-`4m(>+@%36T9i{;#5c)YBIM8_BYJv7oC`)W-1jgnw<%~ z-8BC8_tY$QL{ty=7fxW|S(tPJbKv2lhaFwwm zCt3F}xAxDpM>QeN^Z)(H7<=&1g!2tSk*hc5JM_7FP&>TAVZe`Z(Q7<;%?}Ak+u6o5ajNRCnvNqkY zNscB`mn)Zj#>xu3)?`ZySN8G0RdlIyUXE^kQ0llim~-Q9m1hszjSJK;#fR5Zd>g`z zsU-YJzaHjX!Kl=lrqrQ|xyBIswX`Qq%vlB{14i!>1j%aaHqjL4x7d&RlR~?WcFnB` zyh(~mcJ0k?;6M3AA&z)c7N(E=JkhYo^xrD|`O34I4?PXayDk8_?XI2onZ**3gJSaX zW*ZwDafP^j2FPkZ+F5RH9Dou1CgJY|Vd-G4>Md2a|2*3T2-u5#J18K2m#Z$j1Q8OC z;%CU-VD#PKXew}dT_Bj)K%t;uIg zv4e9q(Z!e2D{ve)K;Nv$cobE3*Rw#Qa?jnw28*V~v(y@~^*H5I`&9=vtbDrf5Rxqi z*7SXR%3xvhO4aNkF$kEXh~t;n|NZya9W^!Ng=2!pqeb9_01Cm96ak(RV(F0%-*g`; z87H`z@34%vhMt3UjWG2ryq>TkE+|+q*rjf2x0W>dV=C=K)p(r58tLuK@CVx=a_%L& zwH;VBEEjHkU3>(%YO+dL9UQvnb40a4|@fCJIR-B`t?e?jO-2b6Id7zG2^ zpe2J>T~R?ZIc!2+(ksiqZTsGBg*|+D?Izyv#7*({+?n@!3AVkgP0RCKL$d>dpzT}pY4|~@hO^1Fv9A;IsquvqLu<0>YYQW$dOFHh+;;s7 z>)a?wf|Z_IR17J8gyM4jWQz7TD$!cUx%5(e2Y%8Galg2Qkj}2oW>VyJJ*BY5LZ5f-WJdI zI)0aSJHaBSmWs1ynaR4IHrO&sX?`11pednPNMrZm5#$hD+WGeXz!tT@u~ zpN+qM5+4zb42qAJm|?+Pk-uDJwB3`MWR-6bb%)22!2AS`eHGnZOQ565Bwplv)VB(~ zVHM{ywd0?Gx()85 z=ISS!5zLE&-`*&dkPPZ_B>Z8{4}8w?{0On8XNDRs(iX(p-#-t<8;%6>W_O3XeufzD@*ATvvsVkKa`Y~PCy&oa6XzJj&dW8 zhF16Et;99pIqfNP>Xmft`kOvCUrPzxN(ASjg}O_1%>srSGcDgjZq2?a)YrPZCNusKhop>RREz8q$rMPk%yH?73h z#>Sj)k-8&xp$#g{>Pe2F+d+A-Kp?$d1%WZ4Ms^Q z^O&A$p26{68yS|d{AcI%$^q(FbbY@pYru%|NRZpNY|RE%`z!-uG`HCp{jas{kGI2- zn5q|tW=EFQh2*7Fty~9j*fDh&`16OZ#`r#u{M92t-&w7dKbw*NBm3;cMV z+-1WaI;EU4=*N36>4GWKu|K_KPeP=E^+%a{_r^c*?07UOYxGd2V($@O|GiTdf=7mP z8Qj)RRjgGc$&{txxRmv|4n)=6c6;@2cP3?vAamI)@m3U^0N~pcctxrrWP*QKx*FBW z%Gr~w`X*9W(?HWXdCpJp+9y2+|Jm#mb(R9j75aQ3i~K3{-&vpE`#b0vT7I~bfg8>B zwT?(gO#E=&f!=fFOvfAETEe4f*T(%NkN2t6KI~rCe5Md$M$pediWUy1n+6`<44|B& zDWAi9%|3hKl^U2kvp=NW@}>NFf;ckjTzx5?lFq(5`=KBt$kE%VDD+2_*4C9w5N)h< zNJ+49=x>HgDalxQlimB%r%m|y@>)pk2)LnA#UB1TG{fsFMo5!eC3Qb4P^XV;XzJ*o zqcBl}WygB5>y&&9>eJ)0@x-~Fm}!$cS9#^WZ8?NhtTrYlx`+9%mNCtGx4&`RsR@a_ zJbotOZQ2zpl}oD}!qskKfxQoAe28szIVinKo6 zO~Rci*c~zz8q8pK9Vs9kjTI2%(SY+jsa-<1i7^+%*32xg`3qdXvrP6Nja3|ip0)+r zCoXsrC%b3wVu{TT0X za!}c^cp?!jonE#ClLTW&Pb0Jo&3uFXSE!rnS+YP#f>JU#%Hsp$vY47v7;}Z^IZRTu-t>6o!rtebYbQ~OJ}QLRAP?5 z?D1pAUgPUCs@96+c!xRrcWX7{B%P@7Y8k6v3k=JAd(UCF9HefFe|jmhI(WF&?>Q}z zSBFC~w|g>V#PmuTqpGSHRlhfO+X|BRT3kh1+vhS#NK7CnW0~mI!r##+j$9DlcvNDF zEnz$R{k~+&^smd+?N{v_S`$-*Pp9tFXXeEJS5o)sBd0oY!p_9Ld|6N&qLBin(4Hj_ zCQ8bq<@UjvK(LCHrUy|4+uvPRoxCA)xudz+DLya(#Sa3SECwkf(3_APDhIM>Z18-g zx<}383(&>B2gz|h^w{!#bMJsux~h?^80hs3T_8tnD&Um{=*B990If)0<{jqRjmZ?< zxQ+PX>`Vmz&&N@#(7KxX*iGrzeX zA3W+d)QnNSh{|#pdeh{6dtfAy@|o5Tfx69->~EM4X94u&MD^oP7~mJ+bclQ)$PwkD zTc%yWr5#zTl$Q6OF9It=OGASy%>NkgQ>1~dN8aA6bwPj@KuWdm{IKa!R?d7wmF&o^ z@|2X67pz=`B#f~ONZjHgV^l!g%f!OsJ7)-6lL5Q}8;t&<=H-r{XoKndZFZ)RX?vi% zPbQGkRN&gW5yq&T_7oWxpt*o;M0Hb<>}IWo4nV!IhSbJ;#QTYwG6 z?5TNN!Swb*mWjzr>>2ra^;X#q;wea;IRekGcO&L?YJ!4JZ2hQvUWMoQ@|=ThUn$pk z1%vzCItUo(_4}rZ~uH@~nFPnVfrGOYsSam1o%* z8N@5U5sB^Y#>kr=yq1^=QqnhD*Ulb3wX+k_S8ew?3-zHrx4O=%aAl<@B*gv zns1>n9EDUl5#vg{`ua!Jcg!R5t!5*6#v~{z!pOUE_Ez466O9?7;fD|ZH~u{|sZgw~ zSsASMC{)i_vN}}1^We#3*h(?X+4dI7TK>bqMBe6xRzv1Jlb#x8gYfw5vs|nyB35B4 zX;O~=Wa)){%{RD_q&-;WSt@c4)23S_dn~nC#Lp$#&5L>IEZfBo{XA|H3kc#R)>ytq z7ppdFooSVlFCWFQwNYBY=aBfA=mQL}oJ7 zvXme>z%>Y5j@LY#%35CB3Kz*gmfpuMP=F*(eg2gGio01wYiwJZbX zb0Ydc0j2iDmh684Oqxvabk5wOH5rHUt-CflI%)++00V^B50WWo?hi*m==TmNe_@Se zNvF6(F;pSYXNFMG3^7P-3xRz!O2g`mZgfB5q;jByBk{hzYz1=<=`a1f!ek}^zlW*B39 zKfs=hMvmp8^j#tBFT{i2-`{Kky+^QaI1&v%0z)F2SDo#e!zTD303eaFZ##eI&K)OE zo_YEE8-toa3WQ@Q?{=w)TLT1=(Nuuyixb^oy(qJ7{!3~7=d+fMj($-7a*~=jHUqun z!JubkZ{O`pN#K%5S*qcr8++@>@0;M%6|;J}{AGkiCFyQwThEnx5#K|)PoEw54d$(M z?9+({H-rQw%%xLw;ND`*%e$sagPcqj=DmD{^OHdG4G9f06KWN}J<S&COvaEUwR(VSnMgoYkbsq&Bi1hSMBGjvkd=bG5f&fV?mqH`GSt664*6UaP2 zEElQ$mqZEuOQ#kW4?c!wHrvzPAnEjDUm)Aj%>D(r_oJ)fhms6zfH{ZYyl`L|Rrs#p=+2X2YkJrz#3On0V~gpXSdFjtIhIoMRbHg+6B zatz?}%wC*5YzjltIkz9Vm&zBgerd);omS}7IR-zZjV~^2eQ9N}LT(SY4ry^6z=&%M zchR=LwGbw5S&BYAC{?8AA71Xpm(reF)JD~NjeK#5^fX}>S~$RSBrA-KQObVLzpX5Y zzHR2kka9Z{@ucD#JfFXnySD0@GKn&sSRr?fP)Ox%@_JgWU9*jBQ~DzqVQG2pP7bqT z`Apt${v2w_$vP4}V>jDB%nG|*bAV;O+dy1TrQV|2&iYNvYji|jHFv5XZa&Q`=0>S= zU1>tQeeX#ZqRT|bGqaD*QQX_BGD^!$W)r3z!_Gqdj2a&!I%FrwA@#t=>9O@xzneTK z(x>Kob4UL#D|W>BHKG-}Tw#dV_Pn~O2)|VT&sabzZvkp+l}!vMDj?7mgB^-Trx?%E zzh6;j3;gX^NnY|=F0+}H2JkmNn9@6Bh#f3@LvlvkvamQKvj6em#~+woUH!{SdDErY zzEMc2GLeNpivqRuadoruT|G7vW?{G9a)bgL(k38*pS%?2+)M6F`0V()vf`GGwVGOG zigjN&_Wkr#E_-5&FvcwE*_o?rnPW$ueO~+#hc?Ft9*`}4SaaZi=Jc1EV#$;eyC_yJ zc_X{(iB`0*prA%vA1r;Q2Gv`UI5`0)!=&kHs>cuWggEC5agx?wo(JhMR*g1{7^XfJeMw0~*Rq+gfO}8k_*MpbnJg zjW4oWJ?frY_86_Jt*ME`Ic!a!t%Qb8)Jtn7T2FPP4OV(P)NXl!{URPSOb5+cOK-2C zsi|oYXt0FK!~+-j`S@ls!gT9qb7918eQ^aChI^P`ZLE zXFq6xs@m*cx0EpuWd5AJdM6%6bDH|F3__KUN2Bu&9*x9ha7j5E9Yp6^OS=tbgXIh3 zzc7-l;Ew}N{3O8Eh5#V+f?VglocCm(@NYgTnp`@sPSTA#fHR`Ay_&Yatt-l*Lg*yp zn5KloKRH}dq`obl&S5l&KC*(1aAazemOFj>Z((6*9}KQHkucszLjuOxHh;Ys*qraj zOw8Onn_g)%cZ_ABSM}1!!%F2^zg+GVS!AcSoRx=_Qm^L$uy_@aBCcRkBS_9~iLq$Q zdiz}E>d?fxS{euH+PX;7pQ1Jq0DbFoU-kMEEwP7XP#=b_rkUen6>NTC(n6d3u=GYZ zvg14nJ-uv>M>hH8uvPW+++dVn8C%PS3BWGejvJN1cY7JU>W*8Ojt5-05(EnoR;*}}u@?VS*M7+Q}E@11j4#u8`1 znDk@f2huG^Ea`oi*l=b$caH9~^ykUu&&ZjovALU7 zE_2610@}4NL>;uY!cv6HlcLI4`EsYpbaSpw^)!+evwPL8P93g1bgo|4uv{s0b_@ zvXK#4H&|z-@FgmyooncYquS`;&ik>k8CrAW_;e8~`J#+(zAU7#^IX2& zKa&@ft^KYGU;9K}+(l=zY_ZPPN)5S?@+59*uUv=G)OWg1qb@XOwoa$oFQ(=BJp+B} zZMVU4UqyFHZo7tQJMh8+!*f$s#Y-czdut`!72{&HOLN{aWLB;dy;$S3fQCfLEz{da5KcW{-NLfA3NH9KoYSj;KavC8duNU-t zoSojiVAYD`{5HrQa(6*|`!*7Dhlo;C$K^&&<;R_!9v9cp?6~U^UzeU3*;(IiX?f#a zdx^P7N#F8OvDxEn4_n&5IVWJ>|8wKKt&b>|<(Ks4!~qST0c^yrZf7}Sj%4ewpxS5PoFFE^^`w+2mB6}{hlmef=tgKfkA z4mt(9AcKOi?8UW#{FE=NJ0BFrf^&c1#_-f&~o4!ZM({5clVVgOgWH!6HPe zTp)l$3k&*wO+ZykfEjmIvIGV&Lpem!-J+ZB$e=84D6WCv&>8slxNInO-^pZRk6$#9 zFQM{#+nFg2of#@t&=z8P8MRpJz-hl~ia}ZdPBWLMV5B!cYI4vR(_=ElDkZo0jm)16 zT1p$GwloD}u)`*l2LsQ;nPChlgMW@&mCsCOKQ;>Y1}ZeM+?^uy?6dxdOylOd^02*7 zw;vyGo{PG}&CSgr`|v)Ez36y+>OmiBUvu$@1q$V25kcraKNSFOKYf_xa~fcF`4#DL zi~H=^-vPDPmGyM(5a9w@Sy^1OnIT)NRe&iAmpK(JFI90~B6^JC7--1N{j^>#pfh4( zuA)Of9^FDHUf&6zAlo19Ei>)8?@*_l^Dc6peUBDT&u4wYCSEts{a1D#e@5Oazr~+X zo-RF#LcFC3cS4*cO>v~!`9%=XnMcD*D#eH1wL1Y;jW5fRu#YF*?76cOl*pXH+4;Sw zd~cyGJ@+5+lN$Hlqa$)x#53~ueo~XD110(L2`K|b!Yzl|c@Z3Ql?&T%fR~84B4YGl z@>5Ttte_J~oY-vJCydr5yHZKzt7h6hl!~% zT0z&ZLdThz3ll>Bgp}H$iyC*Bp+&ng-t@iEXw#s(hpcsQkc3@QeYrrK_u76*II$!&0u;B)moWyjc#f ztrk|Of8XLH>7%e`arM>tv(xyYrW3+4J5Ok41*oXM5q1N+sxgsP(A4%$cTA{WwULi# zG2#>&xM;d1zU(XIsjq_S!#h-xaToeWPkX)1P8eeme-c`?PWxmKvax2baWCqASgrid zHd9l{U!paNQZB#u>2M62-+U6<(%eA`)*??=9gd1mvNF5QSD-zC3$-iUp}QCsXQE!t zf8HMy+J8uNlbo=*xfw;LxuIurnKkS6#YR2!{{)Ta;H(<&bpwXc%{7uy*@RGZH?BGUo;C@ z?b*@xx_aU}+5+FjUjqwtcw<9I!24BOn~3vUgXSrGf$UvJ!aYG&*`y0mVN4&57S&Gx zM7^(mAMN-MHa2uiErpfV9l@-UKyoID_D(o2O7&d2rl)SVSK+cMD8EOr zwQIJFt=1S=TDJ4?P55lIIK`#q?v(%KzKGJ%>y?!nM^p_yW+q2A?ECb;wCuhF$P0+g z`qd83N?%y1@?y`4Lo~)J=f~-B3KDzP_G!1{leruF-FO!$adn1|^oD+Lr_oxcW~FoHYx`C5aDh zky*dHi80+=f&dhGAtJ-6z6q|wgmgc8| zFw*>|jJTEoRLKn3$ogQc7kZ@vdIT^lqTGI%)ER4z^TW z?W&o2P9e0!br$s?4PAlv)DmKP!}!gM(yjt)TR|WQtJ~WRW?;Ic7j14){Q0ya|0cqfge18!UIjfSawSm8Vq*q$~ArsIl1UCE@N*R2H{lX9Z@oMs43RC<~SiXR*%r21R~;D9zcvs z9Xk5~N#<;d1ZysXj*59r16gPOb(?QSl@@%6TF_NwS5(N-r@K|bb~G_~=;%>Q@Y+0Z zpNy_KJJTjni|_E?$%f5xpWx3a0QgnL>@LcAUCz?gwTNLkVKmRs)r+wI+tJd}GhFG- zHMI8iK8hjau!D)B7!0EyKGi3Io)`fFMyne>Ep=LTGGe{%UFQ zqdnD{+E%5LLaa~ZUTh_1Sb6Ej3~m~8l{0DGMVdT_W97@9et2uf%bZD6v%T5yvBQLa z{DqO~;PBTLFH43>yY8*M?fvt$Co~{1*y$nP=Pc%6|K4F0q=r!8BR@$w1VvToB)!j1 z<#o2X8Vh!X4nKM}*zxY`7~VXDW3RHnKc|}_|DrYZ+&Igje^x}n%sx;|5knk*y7TQ6 zA~$F-P^lVu-d*y%WT86yPMuQ(@65vo6Hbo`HlZRPz#!g2Nqt&RZnZC+={y+Gr^I`= z_2ju6^0Nawq-q4S+si`vze!y*&NK@S0nQduR6rsO$e8GE@Na}WimAq$t9P&wre5`4Dd?tkOcpC zVsht`fAst*vNf{XK^>=d97y&%m2UNaz3o|{t?pC>-tPX`mfEAh>dVZUzq0re2qBTR zVRAbHy*i5v`;v9`+y(O$J2{>^qO};DkbmxXae=BcQJCOHH!0^iIS#4SRG}ufUL1D5 zg1Dqmakr;)bSMAm_9M#H_h&a0W}<@bFP{9npqWieL}hmy*m|#UwKT)3SGAo~jPYn- z?_$MQ3Gw=T!rpdP@l=|XwY zU7~Fb`a8z1at&U2+nt}1YlXL@$s5Z75^cw}v(7b*TCPl{jQml!nMQ4!pD(GZYzBl= z%Rbj)JF=tI#TzZ+68Z$tPi@4oX>THW_MN)vk+%kF?Cb+fOt$T<3EesKGBx`iPLBPr zsO@nH1bJA3*2)EnrWyE*#43IsAb>;##4<6=QY=TFF`OUm5DwAf^y;FFE<@RN`}T8? z`%6L~1_-_ct1Aj00ZzFBF*UOvBDi~CT~qt&K_sT+zR|Ko=V{ApT3h0>nT zDaT_be-%wIEHt1$c@MSK>C5xu0It5xbC@9_ z;T?{k7op5*V+2Q$s?lC zf}No310C#<3$4R~l_grD;0x~F`SRx|WTiiN1o_Zz7r5bVkJpPA{D~nDUu)y6g3%EzxpUXf}bWhAD z$QoTeR5qpme13Osi)jzJAR=nanPFh`g6v!>SlqVs{Ky8mN?fXV&{b2+PzkHUNBYBC z;G0zF+*Eix2tm}*vn38qEX?36(;|iRikKBHr%-U%Mnq@FETy&rMe22&_R|$8ox@^| zOCb3&weQa7Nu>x;ay=Jc<}A0mj!?Dt+a)S|;9kh;ZBMjW4DxLj8gP|9d}N(UGd*+G zm{MqI;(W{hd#M+H(7#i zMrWoW?Y91Ein;W5z%~x=Ffpa=OPfvlL?Q}^Si`Ycg!k*gI-*a{l>d5M(oDjBxmMjM zWWMOn>tg+ZskEeJN7%X@yJ^q8@8RVb+(;Wye=mUSL3)_-& z%mgG$Jq1K`G9W!8<3FKRJydsf+1W&M_kvUL`JxW4v4%InEIb)NM2kve1Frt+*MF!8#JFiaAi`EIR`h&&cVS2uxQA*gLc~x z&<#42c#?vwH)QT4GFL$O6H#}Z>_3zaq6)K`fMUiT3yJCZFlzwpS~B1YRiz8E$QU}w zd_cMpZIw>Z7bMicXxD#-9mNZwQZVIEAx&$rKCB)#i@tInZy91XVXpeR*+y4s z7cgbUths~yY;~T3DJm-RN~m=98n8ppz}o^h6%XtIXwo5O5JCgHc@eeQxueFI-t$we zfbRGft$~_a{b6Ade3ItCkO5By$hPKF@0o96U&e z(PXw)PXz&r^Kj2rdGNm333+p^yd>plrk?A#`6OM*E9fZSg-AG^5S^fq9^bPF;3ynpBrtA z$n_d@Gv{Z;*gd@o=Ywc=wxg|*m=_#ar?E)~BQ;OjPqI0#Rxb-_XW>FAzW?m)jC(YB zdtCBhp>h_w^L#e*m%Xi_3%1WNn^Q{9b_hf9U>eOhmy+}EcNQ+#S{D!4Nh52n z-4GFMU;I(qw#C=gYG}|H>wih_Ugzsf@we5#{z9<(X$Y@g@>E^M-ieemGf!Q!mU%a_X>rgT}(E9M*I)qA%}gM2UF zo7}OqnlpIdr-=PCjdQ_t{}qV~I#kX<#Mo);NDU4Bp-(M)vcG4?aw5d)RWHa5Aj$=W zFY_R0lANdmImB0lW1dMYq|x)gw5_kD*sd%7J`B6 zJHF!bBOP!}GOC)u)vIb?k6=1+!U*CCT2PWZklIA9w2JF1Lq$V6%t}VZ)wg27;DEemr7_2UY%D6~vgzhiH+}(IgN%G0K-9m?;=qar=(cf+q)$Y8DR3J5PIA zcs27?{f^UePVI!~B4<}`u!1t$PK?(&B*SEbHnU*RX$9&CvUL|$22$Y>tf)=k%OGhq z_xty|zSCVdL6jg)#1~nZ(xtozGcKqycZwPGy9gMBp??3KHY5UATKmp24q0SkFzy4K zn=_#f`XNSg0tJ+z@}b)m5QZiGwmI9KQdNM!AY(KoNJ-F>LpUB5#HF+$V;_kXxVuJy zod5*B84skfq|lyH6{#D06M5ywp~nT zc|taLv%vo!48|BE6O(t)8j}bv#vm*!KsJ>Pideneoa+QLT@cLXcBKQ5w*LXN?2u1Z z0O-xq+8W+-dlQFd%p#z>g0r9FVPg3WAG;W;iqXdt=Bq#7?{Xtjaxu6n&7&u|jo@?u zGom||@mREDSCW4Z;?NN7)$d$Krx;^OAvw~F==Qzx8Q4@p*T;@R->B2v+)O3ot-_@x z?AyA)5?cl%0mPmnE43l|suy+#uKn@w9MI<}=3sBb(M!NK+%FUm2>Vvw=5k4HXa8X6 zDkC|IRK5jGGoxf=$f& zFcrYq^q`Mq6i9(9S5!gRrtj=r2nM_NaPj>W`2Mx!?7FEi{=%8kobn7MAQ>MfSd&Va zn3+MpTmUxxyKs~7pvB9B4S)`x9@dP6bJVd(Lz5@hr^m)V0N?8ZfIr6#+kY)kE@712 zq~C3I92fH=I-cxKq=!}eq8VDJrEk&q{av3x{`kbB6Q#+*guGXEK z8AU}sQ3+K?$UC~Kz6RxbJJtUE%be%r`~H`l#F|sJN6vT z4soxx4=C*}d#QiKYqkCzLLmHNuY?l-XUCqjBsp9M>#dpnX%@1Q7?!Mku8ZNtX z)nGP8O;{A`n6a|5^6=2N4j)mo7x{Lx$jDd)+`+9?KpA@0%)pW(mVsPGW9F5Dr=NAU z?(Mg281#+noBmw5d0xt|3<~s0XJq}wT9q(y@l8+nmB1-!s?Ywu=z;r*bBCqMFLu#I z!quNUHFnUeCTnI8<;$LHak0U)!Va;~VzoHQ{2^1qf-tX!y|{;|x3`_Jz-uX$`fop< z*LGb_X}nzOKQUEOUX$sZcJ<`R3z+qrZE%#e7KRq^IkK5V28FQLsZ~DTfr+ySJOZQp;lKNTD8)UA8xi z*a5MC^(5^Wd^Zl-N62OEdGFMxZb-ur5To8lAy$J!_yNhTIv_aMWx6Z3`pC8|gx_UD z{G3r7SnMwe^73Z)?3-a=oRG(gfU(pFg0Ipr$EEw_(&223N~UaIQdj3&!zYdR%uE=* z2w?v4WFKJqNw5q-;t$idjH7a1^*2GoeW^EVhApJBjb)maM~O6~m!G?ojbz(qmO;$( zl^?scQaeTI?cBc}zPN?a8SB0tGbOH@F?}ph>Z-VmF$>kytUq9}AJx)^+5GY&zi-8> zvziSZn3%n?(#F)l=j3f$ldVo)Y&!Saw^PztV52|#l{aG zhU9+W%Szhk-;MjuR%FN6mCwAm@`mKzIjOAt+gwEcJlAZ%$k++iAiGI6$aNZBe6;)| z%dE=RDm*M{Bgc(N6iGW4+c&I2p54em&vq}MoyRuQAooD1p6l#%o~Z-`(u~ zi&B2Cc%2$cR9b7fIeTuQ+v>_T->@8^EG;Os)Y=lv2-~ssyc$_e(t9WW<>v^qHgKZz zfjw^edp?I5S;t8QXb@qbeM+`1OaUW_VUzQKbWTJtb| zc>iBDAAA70sHLwQ?{MH*vp}g{w_FyVL@BH$zIuW4);^d3v=A&Fb8CY?!;M4g_IjO~ zdr69s9fC!bI%^^4KFvh@uYG3U!yxFtRd_WZ1mShJ$&OvN9p+bGPS5ej-`>E41x9Ke z;CTTXLDgc!_CMy`fjtIB4Jsf&(QF4GhJmvwRoaas@8O}xgFMsWniozSQLo6qK0sSF zOXyS@poEOvt*m0B*j4;p{|_-_F{}I%=KRRrW~cST0>w@jVwyJW{vyW3$0uYxD_&$t zZ)z3*Wh*iYaj$##o%y3Ny_X5T$9PD;ao(MYm9o5VQr=>Q>dj1?UQaDYEBI{Xje=Tu zixcnbbo%|LU-zRZ?&L6Ik2q{wFh9O4Gtfm#>#6_j4_!-l9rFhz!FOM0=|Q_5WYbus zImC7rKU$*ZPXkZ(xzkwCtQk9&O3CBCxO}#oZ>!DIp3W;OrfB8W(th%A{VN`JbFt-5 zR;19Gr}Fi(@uYWG*92MG-nH3B<0lk3s?xTI;!2+>Y@tTh$D1c|>qX^t-!!sS3rUo_ zsKe1@&(yOBK4Fct%ZNH1O3R@D*Ye0FdfN5HD!b2}RS)LL3GNFenT9<^j)a6@+FM_c zaG5_k>i1T|rgcu056KnTM_8`wrDyECXE~h^u?-d%-#xv0m&vV+*>PWU%v^)HFxlx_ zaK=ox67#E&p z!?ao1E)9t(+K@7Sa`5qA|7U1;Y-pu15dko1-;Y&@oO{g+9H0b_diKXvU+4TfUoIeFCwpb>wbxotyPx|(GbDaf zDPjo$syf(SagG5Xl?kN$-_s6@>0uDzcS;F!+uGg+*&^2fEVI8~0_QkbIWq`eC_gEf zOOn$NRe-bO-KaPH%6-Ei+|sxN&DZYN@S91m(nT5IL5w+9R1O^40~q3pc_~J$d*o__p#QpJ9=@a)#*jvM`~Q zV`V!o&jCz*HWC1_68YIKjd>nF+BN&F;T4n{iEKI+MjFaOO)n^wVO~BtHD*w?1s^Vnsn`Tr;M0_Bfb;^HSUPrg__o=uwBEGp zmrhf>j44?oNomw6*j?daQhc6H;tl_W5>>Zn@H=e8+OBdyWODi)PHlQ z{zC9QC>q%DQ{Pm4^;+pKnx=9)th$TK)Up6uT&sh25QF?irCv?PuiEsJY4KuX54ShR zZp&_rUPaE=R!mS}Wdf|BO09{0aoO#Od9u=8)AtSD49Ut6OJSOx^Q4RqWhWQNIT6GD znkbL8K;}dd^EJte;er7Df}Ua1YSA?^vj<&v*C~3YoR6P$iLLYd3I_wt`nAHs5!l3l zecdnq1{HM!!x;oGj-kAEv_KDS%&NCaDwpWgU1KSKotsnPV>@e_Kbsv)kVqcoxl?$> z*7{s2HszQ$%CZF`)!|e@vf#Y|wt&*EubgL{Lq&(0+Q(pPhx*K$Je>L-xc9k%$~H7)LI%XwNI)$`1gS@Ej(ZUxKw`KTE>L1W z&3P?L*M_q2wTM@_7aQE52$B*zC)s%RP!}EP&agrO@f!P}a;Y=kn|f_GSx?{}JTTiX zuChrv8X=JlYtcOb%#@h-zh%YbJ?{ObFXH@lXK|Qcv0W{Inj7++Q@j+S^Qm~5i21^A zMHcc8l{&}B3$b;f_r?p_<@&=b6oFt5x)L#S-(n+Q@meXgLgT#7<;pJIBNfhthL2uS za&QU2CiZ|x={xId+fur5#?%jrV{GkVM*`X7Jd)XWXT(8XoeD~9{&;t`pZP?+@mqi6 zs?@%oI$3Hfo-h37(4?RFfQd{SiES_sXVw`Z6QL#pW8N*h3vzgPZd~t3XBy<8=9wnM zZm#v8Vlp|X=d+o9G`PK4zb`fTtapC*>-o9)g?vhVa-rtVmNMw=;f=#aC9c(vD&If2 zUoFPxSrC8B&t2(+?qlEd)l0#zf%qRVrQ^K%c8<;alW}I~lXGK_hf6KrnwXgC8QlL3 z^ErJDUC=S=<=B&7c}3SwzdXYcY#JboWrCvR?a36?lp7r_vR!GV^TOQGIA}V%l$U)9 zXp9r%vG8?tWYX1Y-LEAJnL^vIGd~q19-|1#2~(bnO*BZx;HXQwswvF^{sk%xw+KcR zo`S4I?hehQ*_&-~bJ@~P-N{MPo)R}q)`pQmaNiYAoCCR8aL7T-7Rb-D`G^>tD_Kf* zx4#=8z=>aYtuVWzPg^@_Mn_NDrcJ@Uq0GacSpUsQX>X+WEIz^6;k$?GGq_-9CsXpd zCof&aEBkn+IiYStMH&crss8XL$M{jqF|tQmr8o&J|48{A1-3~#+g zo(_jrWK*l&H3ULACZV~1d4*GtJ@hS$kp*wv!JN**Nlyni1e#O2`g-oyL75RfhD7$i zu!syf<%XqJwjk`em)A=L3xER15w$@M$C+P$y%O>{eR|pkxS~J=zX`-c0mIr8z*@90 z=XB6IaZkJgGDlqiO-v%6WypC22yA9R_@D={OlAXD4kbN=UmN(=iNFn3g~#&%Pa0UR z&F$@I;JiNzGf4w{~DmK@5f zU3a+x3J+aGIa<`NYF66|i6{4KDLNYp!(y_Gz)HeXY+tm=^XbV5aui!&>iy><(Vt zNLP16_a4}G^zb8|&^}IyTPseLYL6JHk)$kN_I?X7`wy>okSis56L17VkU}J}aNq18 ze4w7Z29aj3psjV*P^@gXMoW3r23yJMrR^8eB8qAZh8NTkh=qmA3as6dJ*VU_Auk=K zR5#bUx=XV`{%iFR<>}KMWHje2^GuOce{)&#Cn~Q`Gs0O z-tEBf@XOU{i^dRdczdJX{}yHZc|}asUu*Qk1EHpIBX?RG>iY}w9)S04vg{F;?7xV9 z7!vU(js$|JiR2zV-d+T392nrhYdEt=*zE<(q0xZQ2RI;R_uvkDcs3AZk*scccOm38 z%aeL9K!doqw7P&J7G!T^0_u)J(`tRdh}~2CsG%qA4&z=51fT&RPyrOH#X<<2n)?ax z;CYfg`)0s#gcq#i&?jKBgv)g zXH@<=Wh&0y+(KJF{3KUa^TlN1 z_fWtJ0aJ9@#npf56QGtdf5i>z)ZfqfEkIc`C%%8qOEJglIuD)UnZ2i-zll4V zR}yC0RrKaD?dPK?A7Mg8Xl$ZY(nwRIRgp2V7~c%SnKIMEc*m%=oboQ6ZYuR-gl&79 zDJs+d;HG`^XBOMW-@h(1e;4Rmby>gcI8vi1?@KF0MWG;2w5eZ~Q{9T#1-m77*I4o( zVw%*DtZSr_Z$cgtajgH$D)q2(lS<)b#x4&IJ}kCt9l?~XPnnfHY7sk(`&mDs+>w}V zYK(In(Qq8B=svC~a}^-*%+LZcXvB87GXtw~5uavW?*NQ|BROumPazBYYqUv{ih9C< z2k-P;`OQGVUja3zqNb|v+vS>NdFJq)ZQm^s|9*+2L4-}x=D7#UF+odTHsreB%!ySm z|N70+!#&FQ7MZ8#z%BQ0k6%Qo!%adVd0@tCEF9g7DyMQQDzfOpdZi zkO09pucV|Q$Uk$`Sa6r3k*3T6)H~8jW`a~YG|on zpn?!;fJyG}zc;#JfxCg|iO6$E1a38uJZUXb8Nu)*8zwfrw>^;st=>fWjLRIVZL3K| z>z;AiTwM{MPSmtp;tVcf>FXQ$zyaUf)T-q>BK}oD_VGwziiD34jJMsKoTLo*uW4n3bKa2x0~T8-MYDjW&0z2w(=A z6$vL=5nl#Ymu-J%XA73N-g0!&M;r#DP4}n<;#a#<`D-b@r;i{4F$Y?AJXsmD3cS5} z?y1LM2n03un34NGF=!mQgmo#oJiSjDW_{!td_O2}ZC8+rUTOI{8{Oc#QPUgN?vhB_6-E zG7&T`Dhh)UOY^+xo6~Ldh0X$AY=@cZZpTYedz|wc+%hwZ_bOkl$zYqQG-d16X^;1r zuYlVpIQVy63ybIJSJTh1oyyDo{pSgbsa(Z-s$6_bPfC2%<(exX82*uQHKiye8f&gr z?U81y3T|00)x5Y1D1~Fx)ffUgLYHDxF>xW7{(Q6a-0srI=zxU$v7c_~`~@Z3ztUUV z_d6+Ph&^X(RX)|%+bs_J0rZdlei{`hegr7=2KL0iU3a$nnAa~19hte)dd&}-V$w9w z%_;CXp++aC0qLcb(6hBXk8nmYsOW;sPj~lpid@Cx8;tAH)y84X4~uy?xuJPYP0g(> zQ6WtQt4UJLeeHcD(}VYwC3{V>NJ2?uCMb%~shoT*A1`tj?pt%hs&wetvqYf0;CW{_w#)dUj@T$&N&X0T~0jA@C0%}9o7164lWVVIX=gpC<4M?Mr9|oLSiqs zEvQ5ZCa52?C2C(T%>8mWaaKm1y`(Y!hH86iy>oTM`0dV=5Im;sK@3lffpp6JA2n~c3k(T*+d&0Dph z3(KP3(w4(Hr!$(aXNXfyy=#j2%m26EBCX+U^jV^Zo?T|;+I6c8;R5TC+xGA=MJk2F@rS(rkzlV`B$62+S`A&$?d*2 z9TOLmwcD1I(@xmJ4^jF|-Lsqsv}*uuD3xao7L3OualFcrQj3avVwe*p($%VA_56Vr zBG4nHb4P*+2j0yzI^5*$n8TVFCzljR^5~8|N1Iy2Ry66bE3GNTvH$J+5^Xg?QeoQK zCH%Eptejjqy60Cn&}Q}|GhS-<+VSzR`T6I=KQTP%jwC;bK2e0y%F+6AoWbSV(oKBJ z$LS&y`{d<0@8(jLo(>H$OlABa8gcFS>On@tguSCwW_5xsg)i-e9wJ zcnkss`7qt`_PyNv3zcwh8q@ZOyQXAm!u~0V9x`eR%de~V=ndnsw+$_djlqv)@u0=c zGoJ|nH~QsB#+M^eUyhWTSj1L0sUNwJSOZ4=e;zJKiHSfso%vGFtSE&Oif(&Tl#>F4 zvco_$6gggOT{ga!wdvXEjGro!K6~lXctO#AuBS_vP~-hen}6he{?(jBU?+*qCifuY zN45xoByZ@8ujp1DKgWh5a%&gYUmyCP=iCq-xoME`#1?Vzz!vWb=A*VC*)=Jt`;zJ3 z+uc9qiIgPh==?yrtITkXrSXfe7sVa(%J}}LxxZc}-q6@cg`xSA*dojx&xmf9Q#Bh_ zI0?IHFt|_mQjJc|$<_h!zdrmw&$WI(r6eVP`70<_pg1Vb&Y20NmhNLfQ?e{T zMW+hb{lCL;w&eUaKS!rik)0?AVKj=cM@WMMWdnJkZqDT1CfPssS&ijy4n{s%h_0niVtrBuCAoXY8Y8XBE*m?Es$xG1uRggfaC z?YfAq&5gYJQcu$NbF&_Pc~-Ky@k@cuzmDT&je*p@-P-kdA>mR8)V-)$Da3yRj?v#L z8g#1a?7Vj6N=aLH*zdt!GIe9+2{^mYi<_QbEAXqcyqwS`?mXmJE8=3m&p(HWAy>Av zRQi70r%#Y=+`}x$OnM&6Y@N@7$BF8d)r5(usT?pd?=(DoNSoObAY#o@jMNcRZDfG* zh=Ry2_1}q?wSNiWzWLiN=HUSJ!$)J(zTlY6nW^2GuR#k@LDfE21up#UOGni}@;gvq zfN{d<9fZ7u2WJ6 ztU5adXNL<_YqR%H|4-BJUV%_2NO3Ez-XD0IyP&?!QZ~^>$L_9^QxWmx+V}4^9aO;g zkW$xV;U-f~S{M3z12!^Y-e|;Ld+(aQmSLxf7;9$l%4%M50ZmnZv+Sc|4KWvYHqavy z>?7`dNdPgSS(shzKIK%qG8_c-#SVo0je`3``=xIq5GcR_&yq5H4x<0QQ#{fB?^mP= z5-3U03Ib64bUOFu0zIYd;RKKD*0c_O42=5NSfO*>wiZY0wl1ot$nhdsVk+K9)4l(- z!lvt20WkL6U?$|FqI5hq=HfuP$-V^V+MIyif+*k&^mf&`p&iwDFWA!y$V3KKJ+R_S zfpGoLL;b^pn~fGi0HP&T&AWH>iP8h1I96Ob`n^-d;6+EfussAu-L@MWd~g=mSG4&)_*9m`{U-aHsaDO=dgN0{3@5 z1_p_wXx|aY9|}@Vg$_4p9`I0}3;9eU?|m_Y$Pv&In!DZ@Tf@+$Y# zdM5b>&s?}r2yB0*>44aUt+m=<&3ip1@@UFeWp(64))WMgLOFJP%{Yb1u|NA|AuTr0r9QIO#{#+ZmjHOk!R}AZ~ z#n}n}3{E*-w|+M*Z5{%>DCSi3%Q7nSIe<_$@&dtf&UdHyHo!9W*8P1V-v_w)Xi(tb zuLiHeV6Y2e>ZhBeECb=FGv|Lv6_{-0TO0VuJe)%w6t`JhWkQbDRktwFXIC`Op8usI z(e&?fK2;kyY(Qajuotu~>=U4-9%)@-TZlf1gmwY7j4dL?XY#12--KoO6i}mHB>OKH zs|^0VQ=<-?F|}W;N=vKvkLNxkIXHExz&ZECt(rsP*wT0NJ3J>i6~ebejZHltKIoW(NBZ{A%b(3Psb zF8X~pYZyzrb41jb@SoQ9U*txhjvwFO%&cQ|>eA657|tIjr-!1p$9v)@HxqEmdHX=f}`VR`(zc&{nHNgu8GlO{q`~8k`nf0RFe1Da(wATW^ zxbO691?1dUdQy+{-_QA@AH&>covJ8c41-d{YaYayJtj-aV_6A_dlkdJfs=k)PfzzC(X+9n#6qS>c!|weZF1tKh8~l4H3QWc7a>qpSzv)J~owlc`JeWs8_y3fiKeTGs zIz6|)SbjMEE-pNEZ?F6DA#p)L;KyU&e;1)Y?b*M-H)?UH_U}jb|9jU2_$mH*{7DpG zi~Q$d2Cl1r>^VQYrJ>ZZKOufNoEZB5?~d;&hk2Hk*1W>Ps#c{?zGs0H8Gmgzfa~L1 zURp&}R3J`MfB9j|z`yU}ikf(l6XWANqI~LkwzhiZpzeEKvAUn%%6vq;%U2JwSA#5# zb$0|IpL&!TsfH(`NvTnec z8tb!NF|zA&0{aRO=M!rHt*?Wa@sbCVXt{u`F^5<}p~Bd|^|h+XO2p-z;Q-z-NWT!C zu{72erF#ao={J)y+b^gK64L=icJ58MukSOs&lsEIK#gKtoZ;+1R%ub)tebj@Sk>*p zGO9=IR`W%pTCXI4NN-~oG-10v2qWe24SG!{A>=#i{20e47qZ_UWSlNmX1|Zo=d(9S zE(CA3Rt$I79b^PdhdmiSFjLnJ%Xqi1&!r0f;K2R+<=WH-!|xnnj)m~Sw?OPVETMvj zThj1!gIQ`>8THuMB`M##EM~~89fMW0TZubxv84i|jQUBZedYz)OrTGUSK1hD=3N`R zwG#vaofDuELrlPKhIfjep>4oU#X5rgc!h1C?hzUk>jd^0&W&hi>NVjBQX&ex4Aavi zX3C`(JKM-UJ>}~5v<2dwJ@b(lTLzI(?2`ds#*47Rl$0nCk_EO)Nfn(-@O0(*l*nRHtn z2z0RA8S7;T$Ppk=U>oeqA8jyOJoO23IJ3+DGRXJ844DX*7!vt4;A$c$n2{ws?u5!@{-wnP{8FrF@R@*O_dlNW5aS@s*Dp{6IsUWkQqPJ}g@4B8>P*(& z+khT>eyCO%%s5t2x5r~xk$)N692~e1PUtRv%&K*ldbO$wuRrKCPWnh|3K-D|>R3G{ z?{OE?R|Lu>01kt;ULR)yylDQl!a-_1MF0e~m5;uH8dW=G;Js!F)<*m?x@>ppZN{`O zIuYEzy)$!d7^9785^O%!w@M-A&I4ssxf*)90Rt{TMMa}m9@D3STBx2fWA$EjVUsvt zge3qc!j2)Px6o)72ZP`5<4?L+>GdzYPPF|qme-^7P#e{y-A&BXVT^0lW4Tfa-14Ep zu|V?#8?wFVeC60ubMqJNpp$8!7)oB5`g+>cJ-Y~$C=Bld-Xl+uE4KkN`raX>M=KMP zSFU7$Vl~ob&gI@fpAyLe86Hq@GF#%%zJmU4CUcx_MPJ=Y-q-wcN^_^rLrpaIUAPiB zy`(o%O=Uly)DIaQWgP??l;^BLMM$7=g&jA}&d@Qz$&^=r7IZ@^Vu3s>@^8wZgw{$- z>c1&+y21Zns%Br>7JeAycTFGpF}1h!eV#h3-X_h7LA|UIdy4$6DB(t%o6R;ZkxipK zQSbFoX@)+xepDtCmmIu8ZmgOZI(YwSK;^t`0i1Z?Cp~@fuvJF&mm|yAn|NOsXR>vig|0(@lkgE6YMFUlhvB@UWiitt@<&WFaJ8p=eAQVAf zN`=_=TC&*J7tClZoN}3LY!`UlY4aMS#gtY*v-;$PB>*Y4Jw-%NDebD!agp56W!g&T zMQ1{0sdAW2xj!hv2ci@h(j+4TP4UFJzhC0$8SVS`Q%$A4?EAvWQvNc-B=S#f=T*@+ zy5F1{6ZIOuyIpD*R$3is^});ejn5A4HSnMnULEIzUYLnHHh+HL#!7`zA%1f?LBw~| zfb8~>kYK^i-ITYvT#BVlSex083~z&&B7^nGKLfh|{dSS!=g;pZ$y=$^Hl(a=FtUn0 zymxi==Ub+J^j6L0w&qyKHgy{-Wj$xZwf1xC(|LG+bj4ypvl+5MJ(qAhe|v~rk7 zzuZ>*L2y2?dQd@{-CneyEe>*Y^hch?jfOY_VUXIS9w(*+kemRwhId(BR~h_5Uq2qk zCaJ|dv|=E+Kx@U4I8*wQ>=IQNt_b5sO2;^j%_y3u9BgPYuCk9?ro?ZdJ? zIAgR@N>E6M>dYfy++zlj6Usk?c%EE4_sb}@ov`Vg^)WeMRgdkM^bL^WT)W#Dz~k7R zVZD|;2d`CBy34~YXeddN1X8hM+^RJ>ZKWZJH;M!a2q35oeyab(4c-QpbL)__NX&o( zLU+Ny!=dwFphDmgW)Bq(z@tYSEO`+e`nzs}1{=6p09LqE=`ekqVK(r`33%%?pxNkr zZ63(WHaRwS6)IHy2IJsf0=)AGFP0}(XU|+Rn0FaIos$z^F3p3Eivtsny8IfO64AYB ze)D|%4KPcboEE|x_=|uT5D5jr%KzT|{a3fP0qcKGTS~s-E$>6MPlO}v<6O|7g4t=G z1EU_d{&A0VqA~WJhbQv#Y>ldXW5fyu3+4wAJP^oTKRT@|X}1nn&%?9#Ce96aa*nxs z$B*$Wo2ObDKsG41JH@+?iP{nImQ}0t)rG!#CgbRM6pw0}BJe)ud#VVWcA4oct>(vD zsNhyisT60aw~MJ3H>c|ucLA5NZd&VC;9>k8WX1_SeJxC9_o=m>RAGdCJhrSygf`P> z9F?PSL%aa62JCLtD*3F<_3ikXA7hrze3!}qn6gY++7t8N-#MZ`*d9Hu+e#llK2NIE z)Qapp1}cZZYmqjMZx!N&98sb5c%rFIBNcd0Vs9Ab^CgsnYJ}S$t6z6VK=xX5mRInOs8#|uj$GbxE=Z)|5t-L>IzPY^O?77~d z1+t$_*rcB4!?5hE;{Fa*DhRDet<42W3IsZpEU$DYh&j&-zaqDDy9wGfJCqe=1^05D zhbeKc&JAOLT^|K8^(SW8aSXsw(TUONBj*G_CTI4CkIaDRl|8J-UZ8g7eBa0JJG*## zxn0hP$>LGyK#6yPm&0JzHvJ@El?(*b@w3CVnEFt*ybx_*LoQJdL<}Lw}8s)&3)V{1z{>V;UZvtjuA?B3?YnmcqrzlB! zb$UATXV2Loty(&@gHt#sPiIO4XT*FwU|o;C#s&fijC)zd{@a^2(_nO^wmK?Go39n5Vd9`Ak_%g%o9xUNAeA z{MZ{icZ|iI`xeObGpqv|V4C*!gj~z>iEt9t;3~W0(^|LO#WP4;J3sx+h!qf?b50*l zHUA%g;l3H6>z57|iwn=I(9mcI$P|D7pOCFeopZT!`{K;rT5^#J2@a3^MAOZMhjVt4 zOmn-4=#k8MV??8ThncPmP5^Gn0$6Rv=n_TNNy;IGhr~S|k5PA<*bXuGF zXNoxv>Yk5{i_F_d@y`<=tm{h}O2)LcfEJtybd{>qR&a?k^Wt*3AGy@bE zngUBzG;F{NOhDvH5_)2O%yhydb9r$4uDsuF2z-ms2T~hg=5K;>f|C6gwA2&is+xCp za1Jk${bo6{AUXO{zVA|ZkP|d(-b0yQP9s^23qB^r4Lkw6rU7F_{MyriCWj*9us2&< z2WmGqtM@j9ER`#a{2)1sWO0{aQ(eUw_FLWC)^IdTb`>F}Wj}F-ehrH^} z(3DFZO}!<%JA_eDgHLtglau?q z&1aD5)LmsZ-DJ&?cXQ#}?sn0x|4oo7)BD7qRmS28$QI_To-?Yp%JAP=3IILpzRE0D zm<4LSKR<+|Eu@iPZMsHw_?`9I>y=&D05c%?KMKwd<9_xIWpytfTLRlZ4->AyxH|94 z7*mXfb<3n<_>&G&#!E@Kyxa8e$;fYqNseN;O*tyJ8}VO%Pjvr(+!m2DAD_!KTcA8Z%3_?^d2boL(A>X*()luMO9S5!deD8 zW;i*oQBWa8E{85%Q)A7E%m@OkRGNbo3tgJ>JNcQk;5tHED8! zrTEu+bW)pG4Mn3QtX>NjU?&oQnPRT*B4j{jY}0GWWGlOO_;avt>|vI0By6ySrs)j zMD}P3wPn5eHU*@gmw9)KZBxgvK>I<3sBYM4fnB7dP@K$%`JCVDXiS+j#==tSWMg9E ziwLlSUU9SS)OI=3-&j~!$nLvII5<0ib0gU?LH=Y7CfVy;6pTn$3Lu zNoR#|t{=~tB1xam=HD`vuuKPd^{lm#I80^#*rsDA2YwpGjmi{!q-^`8U+b9s`Gud6 zN%9Mq$Zm8d&sm=-{-hqfI`8Mt?0b3?PiRU^Od+{?^*WGfXN_*`Z5y3em3a@n5OeJ3 zf!dLHGKbze$>MF>!eAKn1pRo=jZn9rB3J6eh@`7QGkAh(PomW$`MMrem3*@N5w3V*xIe^F6}O`9BAXh%#@NAYpIuE zDH0mOJ1MpF@bGl_M~R)e><-oGqpv$|3j|ZcJx*mFJ#g&VnTx?!^v@`snmBMp@BX2z zdy9%cot+V-#{Qym`}WUIfBE@&8JVu!_%8l7&&BU_$p&{WVZuhMbg6V{lPvwa+=v$T zfk0|&-|3!A!>fRULtN1l+EwXHfKB7>PYAp=TVZL_&g){YFOS!h&AZmhI=j&( zF!Q?4+>u;jsva*YRGzaYg*C1H>Ll?2+HLKRefHwm`4utePF-2Exog(e){-ME$&c%l zty_0&i!5+b!fE2A<;`kb{5bfcSNc^?(1 z=6$K-0*F4^FrzaC7%{9{^}J$>k=N8O<~_<;ouxW3n=(~p8wv;L^-W2WJnWjMeQvAJ z-LK;SV@zS%$Kej%z)jYvo@`Uq+M!*=S}B*@liqB-?+*r*Ik)>0i;Q{o+*71|H00af z@IjF?6UoTk3`FQ7-Fy=*K4ba9h?fyP1H_9Wt{-|1DF_gb`^QsFO{}G06%XTO{1Vlb z%gX1CG0NB?P{kb9`A{*G1`>r?MVE~~*MG{lD&!K~Zg?ejxmrn`HTO2Brk~t5`&PPV z8hm!JyOO|eLHZV>)QEBKJGr@q(G2yewq2=50wTs*TD{9W38$&bg4GSuXwTK3kFVds zo|xr@vTjb&k9}v3b{Ct{9bsNOUhRM9EHAom{goL;cSgH@b3wpEuX{3#`rap{`B(c+ z=5Butoeo~v_IHol+BAZLLs6yfA2c2_yk?zbWd6Z=zok#ro#(_KbqJoX@v7>%r;mh!LpB z&jzWfAyS^+`l#_mgw}gBw%?&0Ofux-_B7`mag~E+^VX+LqB3Q?SEfq^9 zr*>vTcDb)fDJ7q6wgs2XDe)4-KswBw8#|k{8X}UT`<@1h4HC9|3(~KQ!6|}|)HUckg}4bn{8sNI27K|^_f@OL(be>T*Q3H z0*W#|3iA_0-hJjHjYuA1m0z;AY>zZWiOiM?mJH2bL0^#JjqY|=cGxe)(2S$U%SuCdV+o!;(Pzx)nnrr~B1 zWfi7d_YlBN%>s6!zHRIdlqsTg-`@WTXP@HnTfV}_N{Y|q7t)z_Hi0UN$;5)Er0Z7Z z>cVi!H%XtG4n>ql+geRHyJYMGx>-U+{kYDhorp|>91$0>-J%U6JtOJ*z9YccfrAZ?DQuA%V?;SOpzSsnV_w>?p~ z7vv}!OCvtjzGPx0s_KasuZMfK#*6E}LUI1e_DC#2kKmtls6jovZzoV`svLHN8W|XP zCwwI2}e1Kd+k^gRQl|AF5jp?sFhiipqFPt9{jS7b|bn%)y z$c1cp?%W1RD0c(}1>=yHl$Di5ordoFAqlVZ8h%*EkIyexkBi5C{NNKNHU6M(mI68MEwdl)9E3i@rO6gD38$ofK%I|lQkeb|5QVTwrfczS! zrWV?1YPCCj5JlvPQ_COu&3r9AKzeM9mt#@bb!y5_9}W+KKm|JmkJWmSvomzZvYB*y zOGADA+U&Xz-8lCKcAC$GqNvlr&8E>iZe3C-5fNAjcfivv9^)dll7?JUI=6Rmt@hs$PcJY@GkjP0{sb_D$4CR3pg=(C{`vs@F^W?#|=4 zq%29PeSo}+)|@KtvGu7b$mj-|2vfS>v;LsH_6j!0VrJv5fj zFpJ3Bcfr&I($qOK+@}U8G=yv9xQmQ6X{QSK3u3=e50FRw$8F(JFfDj#z*XK9O$WqmBUfl9yvj!!;4u*hm z{y_30P)<(Nz1M;%0P(zLm7`~;7Cu1eQ+*M9M!V06jY#>-&ZArTAh=z$aK+mvB@z;I zU2E%U!*%$FR)f_gIZ!ApirMzw+B1s)hyDV2F$ay#DnOvrLjFj$GBv`MS|8R_PY_h# z@caIP|FB6{{#igfbSZlNIWBR7DUHu3!(*Ftq>Ho5#)Q8|>1wGs8T zzh~1hFc^|PE$Pt4m`gc7`$4x!;qyJITBdphx^TrJhj3!tudt3xTk?~ z#3f;T=BFT!St6DXh*~w^I4k!zBS5RY<^*r^`FJg&A)*d%9&;rUcDI!G%>DF?bVwA` zlhUV;>21|3*7gQt5AVL#-jis!f+{F{W3RQ1e~>M>UQCwg1JdwJY{bZaf*Xf^xlyCpE~`tFR?Pc$c~@*iH#nU-;z zC@JKu?W^)48yQubzd9#ilFb)Ql?}U?KXgAXvXutKO;A*_?c}I@yUNqBs>DV=*cF74cqk8;(?0K!3X}Z`l&l zTMCE}9KjxN&u~oABjEQNqU5IAcd!>*oH$J^#pER(P-gYN z7}R<3^%%6F@Y)rgLLN(&jGNf$ zYwr}Cz?vz^9?bIj3G2}2K|SzV&JaN8S&^ppy^gOTqIL#mr+3zH>OqD62jSg22O0H> zZ+inJ8Ts-|^VaW*GBA1%*hqJZtxuS|;Z*}kGN$+V-5eE}Z zow}5?>0BE&s#NAC6UDYKycU&-N8I5<=@Jy!w(I<(yc|X{#7F$~`mjM4$R4wzxls>> z3wIs*Ixcfu2O5j0y=)%PIr8r|{hC+QZXuNCIT&k4HW;}S$N+>5^sa(#dDa&Hy6yWK zPNT{PaZW)ay)d&-y&{vUo?>^pTHM|#YKF{7ax)oELY^`wO8+)G{6@%9H7hr^%W`PK zZ#LAf&s#;uTJ7GF_otRzN}{Z?*Pg@KZI!GHBMU*}0Y+t@% z)@H>Kp}mlAjE!BL8^{sGh@Dr!%8NTjLPYI{4FJ!#nkV0Ctl`?-2e(o;sq6*3Xl(BN z$lE{}qMY&cqgRC1aFsN>Pk$rRTY&z>sUlbD1FxYkmM-Rm>P_&(XnPKIS;~Z31`rsC zzOzkd77*C6e%^!heCOTaJSitPV2KohY*t<=9wXSZJGz-RUm*=ghWccAvrIdLK7J1Q zsoo8kM@^w+F{gmCt)3vN9Ve6(ExQ*upNT3-u3;vT+^51O*vZuc&ufHKi%cYmloyrM z^(5&?DgP_(IwSj`ga7_n{q^ESj5mQFI7c5ZT<{ZG_N#u*3&{hLPKhhw4kM_ivAPgO zQSk^c$nwvqJgL|ak<*2joLGO>eVmtMUe^yzgFNL45RKgcrA8<%B1bF^T(J8S%7JIzQ4{G zR4OfX>@p3Jwdj>CHYZ;*t?~u*A%=vul(_8IeT1y3GWht^tbKh$(D@UipR*ZP6G?%%*V)B(b)Es>eqAq#}O%#sByzOHKD7* zeTE||^=>mlS=u;fWXjW}VedtC^*7Y8PSSCPE*{k*wGa8uJ=!qOo?e-(?ps*yogZYL zul(;|@4sU1UV6mkLDwHba2i+mNvXSAwD@D~p$7e7B7G0{R5=Bc2NU1Z9^qYvHQy`1 z_B8Rc{3ea(VKtQrL$WG7V%PK;SG{Mxr&Thjg>mI`+VK2x@ggtwAkdN26U0jLM6W)M z707WSj~!5&YKM2UUKAI0tW$~My@vwZEbbvG9y0ZFm789`_6E?AeP5IaNoUU4e~95h zi?5EXwukEylSqA4rgX9VrMsd4Y=1}jSGMjyRUTc7=pCRIGp@4fuD7~OG$km9C5Sb4 zAhoaTu$mD3Wn0}X>SZrOebz3$hUn!QXs~Aub(@$y>~hnz_~d^5>fAt8!_POs@)gvh z0>Og|)8jUWvgh9a{48EgjFxj3nf#RD^@S3PAAv9oaa=q+0|s^OTtc0K zd%N~jJDn4+jtV}*{qTkln?zy}l2xpT3o7L{{^sPI^mS;y8A0QjEA3)^;b28y%d|&N zsyX@YRA_j(bORt8hv2ujs#XT#zo0h{9z5VVJ3a%cpwmsG&#=rj#ZlgeF?C6qttFf4 zmKhA;c3kT(y?`HA_t=GwsO#ujm^5H3Ue>L?LoT$Aw7v=GnHsq+v!x%r7Sk1w#LOX+ zZVx*xp97|}>9HCJl*i!hgY-vL`tzzOZyjB~Mt+ z`m|{P*SGL%erth{ruUr+*t$-6y_I;jFRaVG51?Iv?Rgic~VQAOlMX`%NeF!ivbxYDn z`W_3R&G$*`R2RQ^ZlW%9zs7saOzN??%cet6dEQCE?6nKmKa-8Y4etuIEk*ez|8z^m zawD~m_n;XJ$3-D+RqWmx65s`hUA4D-vb(iH-#w*Me#jKKHMw%bOhYIR0u|2QEhw#< z3Ux#WKBLV~A4U3gNaNX(JrHqok|iw}9z!g%nwR8lPcuN(VXRQQ{@gkUHxTNoi$~OF zd$CCmOnjeM(#w;i+}7V@`Y533k`fZRY9wt`rYJ_-W@?pO@~Pf);3yc-&&Sbu#yMz@ z)h|_t=qlR4fO*NZeV1HK?L>@a_dmygDsg4Bl=*@6h7?rhfM+raSYstq=;RHz$uD`D zau@lb_%kk00h!&BlN>S+Jx(60^Hp3VNPqZwy38*-hE){m&4n?kT4?2Xyo8cMJXQeF zh0>#8ca@ZEo6;v(x0;RXJ)^;-0W**``>ulKQ0-(??0{3h$ph3;|9C-VaQ&Q6+OOX7 zpD4XR;}Ei)3MU&8768syn9Ybw%BwG27HQoWWOUQH81B6h1_^Yx)!T3qPwRhUP-s-w zYv8=-a~s8@OO1w@N=)UL`6oM@fVp5ZKU8OInoP+8(h%w~5?aTV8R~s9s|TGDfT7N5{F-#PVcf*$w4l#(5bqgtFiPq*m?@4ouCJHkOV<% zUtik$x0*Qrd5)v2i{hi4RX)+tkZmEKx|f8NR|gIr2%Gn3*`j{7eneHH6iFe+-xSw@ znKrwvjevI5kL>F1%3+%ppE+J%7$DyFlQ)mA_un?nZ<~o~f61%d1}Ycam>roCEi|oF zh(vsR3{+ncdX5>blhN!RYDlGWmL|@aZMV}SHRS_uFIz~TP=(F(lKEZ4orijA%>28n zodY0Hx3J}Fk`5JO-_?T@(}?>@!|n89m@ zu;|Gx88hn|KVsVa3J<(X{iGG+hUxDV)^6bbJj<+7swO*E#a4j{DP&{HL z0}L3Dk19af=qS-Uu5F?T9DaYAynB8RA?Y`IISV>R>xp^B#z4>w=d|5JEswWmYVKMykX;*_HE?f?;*;uw2&t>L#>_3x)Rm4mJEm2QBVL5|;^KdR~ zZKpYjtK$E#_nuKv=G(iVu}!TUMNm*cr4RuDB}z5{7Ey8rC1)gO%7iG{A}I(+&Xfp6 z4k`iyk|~gkAUPDNC^C1y^!cBA8vDb{hnZQk)~&VL2I`H!u=lf{osio~?~U*WiP=GT z`I;#9A?E8S!}69^B#&+JK2BXlm>?FD*>_;?W+Jt!iOwyD`7OIwBD(V|%%-Darp|k; z`Ywz$0pqzvJOA^F=W?wY7)N>Vrxbu62uj2%Z@x00?5S|ZlH5b>)cV};c_y8r-r7a! z0F6_v`@TMVNcMT9A8(LnLiWOYCaa|5G!%8+ic+XKH7{ypAx=BeVrEfYv`|Fjnr^e0 z5Js)s!&Qk#-nf^NlZ;US1V;cZ$?NppdChu5IShASwcMm}LhdUaqT%#BNUzGz3S7SR zhADw~gk?D94vWH2rxm>WqZF;)h-6}h>&;Lu8N9@x6)HMWWD z1pA+tPI`35GIg$RD=_}Kl(R5PyeEXns zYgr=nE}%N^Ag-ug@G;_0Y3e2MqbcL>e2b_FK-*3wP>8Cjo4ye}yPPI*BM6(Jb$xaH z;5RpZQ_a@0=hgBXnqBsW@@;tOwA)g1Pu!sjQi>c7LF5&!P+{0X-YLF+|%k$ zo;=aS8+*QJ*p(F)tWxI5-+s+z_7Y&nE1$&fbG=2-&hfMDYE6z_s%+s|a(oZwJ%Tuj z>1mVEl$iULGMSAo>rz;|U*F@PuMC?><2#n@6x-po1(E<8I$b*n*##jFWcoc^l|d5G zmGu;*T9;|UexZ!Ub+ySZjl7ZPwVp*i@0+3~4R+*3lw6rj|X5 zKfib{E#lhn6G396%DmW-VNZ#OeH>lS(}B%Pdq}KcDHyUovfSjqs_SX+n3gvU_nNUB zxSoE{wARlpfN~or@arlNBiz0@6x>lXCo%j$P*QX1>w(F+IL2Z+uby!SuyzTtsmW@3 zL|k&ixt{5Wn5m7s4YZnguh(ADWjFoKu&X`Byq~AX4hb$TxfVtIQQj>d7+8y$DOx|K zgRFkEtxf~hO;32em%F>v%x{?}bOnmZQP#*Cn>J_2bhSo`E(&?h^`{h{bmE>ZSJb{Y z*8ZyPmD7ln6u^KgZNEt$2Ik4!lL;eJ_Npxk3W8osiFPB6Nlr6bQ@}(k06husu2FpY ztYNMVoH5TeBoKOPxcnSDQORU!)49!mFm#8y-#k>Bcne38Uo2xp&(hDXS)sM}%yxq4 z1eRw6IP5L2GXcX6Q~l`8LrZ9fZGfTXRg(hTcv1C~6>I-xdkk~e*FSl$Pi z3KWZE;Q2MDjR^C;WwU^FCoEWiQ|8}zhtEg9i*DbTNOqfPP*Xg=;M^y?LLd{qVT8(bcgOB|KO4s~;lnhAY{`3Hzd#c7P zT`42EVflY-=&3Yj-u09T0QnlVt0gQXMduy|h#eQ6fQI%bAMBYB(Eqpwy)h8Q zB)zbmf+TW%8vfoScJtIg%IyW~8tokCBN`oqV2g$2<(BA|LT>TK$BPPo$&=3iClqid*LgpZHAuh7An?jp(kYt`N_sIP8m@Wy1uOs^c-j>-f-Sc@d% zi;1do5hb0eXK?ok{~#R4JF=2j#74SuQ9MZSh@UlRKR~prF0n1%i(7W&D{)7u>X>Ox zNF&P-(CAu0SbgVs2n7_tZP4S9mT%9z2*}pnq^X|#T_cP|OA`ntIkiu0EP!Yn7rwF} zi0qw-29-T~O41V1tYd4hF|4 zy+#4uTT|A*wHJ8dJgBM}JxP|)%(Lvc1=|}4R<||V<%yOZ7M^_{%%;Y$GQD?hrEcO)@l7kmj~v$Yrt>(P0_Nb)le4%f|m6%s5dslGZHqPz>-+T5LVgW0dR~83g6Z<(y zE)T{M589uZ_#z;NFw%WLA>rk*|J~olYEMuitjo2v`gv?3h+xDui4F{S`La2M!87gn z6kj?*sqngetz?Cyj|<|zXWY6Nz7urS1l6qqm?xQ*WZ}xl*1s~K#DL4S-(3HD=xMYHrlG}o1&!DkxFZ=QJ%P@eyj-FO> z*7>9LCxQQuA0-F&xQu^a=GdVWcKx$8_4{}sLMZw-YH#O6A;xjXSb+BiT`iwK2Zrss z81m~1=f!bH1|U$X?ONi+r`7+S>%Mcs<8AC!nkC4~;|aI%9&j_Q(J8h}LZzvbN*lB7C(me{zEd|uO=Kv<8vpS4 z&w2m*hu~8heB)tkYI5wF*CcZ>Z&T=moZ0yJ_>=;b67QW<$yQb%O%W7an?Am^+m!^f zbB%j);m6&oraH;uq^b4zvikph;s5;fSjHg#uj(=X`O{xN%;`z~#&#gzO#gEZ`Hz22 ze*eJz`-XsvJTUovMZ%vyHU8gST04nZ$YcH2$LTlE@6MOMKllp8wXVNPl>{aEuWS7l zW9>5iR@TD^$;G}|UH`3ucO_%j?Sz-VUuJfXKrTOcJ@hr^_q3QGkwYQ5WzxtIb7$+| z8oOWcaSi=nnJ{mk{1)P!{^plyqc!moa<;I<&{p*|qaPl-2ksN*X#$JS|JyyE(A zx7a?ATdN>9`fizH2Ob!Fs(q(q9AfaI5xskcH%xB4wXe0b`{2A&Mu+~PamcfG-;21s z`u~jG6%l{o7({P`8Giitk?7wei1xJ~>*D>3iPuSeDM;s`T^lp=C2L$&aTKqa7Cky zLo|#-Le9%H+FcWn<`QW?%7q$toY72;#Cud5NBc>8g>j6;~0 zUK+Q>yA-FfhLUA$iYBOOXwo!t$5?Iph23)0DE@j_UNsqEUQYL4!_Nd`l-Q(o|_FfNFF&A9C|0@7T;NPST--wh)v{?-~O4&GXrV6 znG@Vzt)&P35FPQ`=W)%=7l+EqH#U^AG;-9}owpM>CA{K=UG1j6)+*61&a4=c{a(F7 z+iA^(g?fL*Mls@tuTo26dpHi6Sc?31HF(0F^V}BthYlTboM^uVt)n{+F?gnnZEs1I zfRnyV5Ra-lnAWjfj%HKKdfh~$=lw!gZGOml5@eSnu|or!=RB}iHj+yxMb1?kds+5v zwm?OrQqCoD9;-TMEDHC`hZpl%pH9qG@yU}2<@b;My7SEAoPEmEEW2j$vL{MUC)y4( zn~lx(`MxYn_-G`R=9m#a*;!D~P`Ihhm@_q$jH1NHk( zBjVieBk+mwYNe3dW)HWOR&4|R4QgVp?{O%qVb$@8=$c{T@^l|3U@xjGgYkZ6_AiZ$ z+u*mzvJg3t(Fs+`u8T{EqkWI5Lhqf)>D6P{#Dp5TRGaP3-G!_2eWk8SRemKClLQOR z5074f-QirFqix|2@W;qJj> z)WMMaJFso3MAr2LVB1hqBh0bww-?MqC%7TRTd46{S6gk5Vg}3_af=S?PS4Fd(^=4( z<#qwooI0;rI(K>Vk$3-;z}Y6~*4I>7sq-Y_sl(5w6*<}N1#(A^9BJ_@(+iHWxUO-P z`uO&sl2z|U$|$FLs!4Y~*H%W)ha&5Nz~*sI$@Jme8GnIvm8{HL``6OYAurMuvLMQ8 z%f^q?@Z*SPk$DzWP+}jc3sVv`X{;kp3kV1bnm71X)kSdPE>tRXsw;*}81I z|9(P`n#&5iO1d%>6qvQH$qqfcQ2l`M7ZnXvlATdK@HzR8*Dqu*s`i(<`a4>5Zf8SQ zHv~!Ck)`FmHo9t2ui95ilMPEY!(uED+Bep{X7mwsGUY_WL|zjo{VH+K1OkBV>huew z;wF#Hr9+2&PRH)5HiXQ`@2>irdV>DjbFrMQ$_yx!pH-I&4#F- z;IWrgxH0Lb{wADVFAG1#H$Gjo_)-08b-qPhC!`EzSGALq`qzwRJzz|q8h_u=pc4{K z@bc7C{`}PTB2O%LIX02);zhUY`eW7SA<73z21wsx5$q)QdummRosT0}@Q;%Nq6qP> z_9XXJag}s+@XY+fXs!@zmjZR+0unwP6co+|n;kPkgd}&H&HP8NSXJlR$6`G*e^$Pr z?a5M|+CO&U@ZokSb=&e4tpp%B(fLJr8ckby1^-~VK)<{5%VgPAImfAX#c|RUJo!G6 zPSU|>F(NbCx71z|8!Dp3S5!pBy=Cvr8TaD&WV-cCilRd~yB1GdtGGQO&Ql2dBVv4$ z-u;{wl?+jed1A<5{{8cKJ4S{$j(3@m(kXM3HO|!_O?F)Gzz8`#g${hAEqCI0Qojfa z4dsu}4kvP1ID)9pQCj3~)o9qCKJB2v9%G$MtPX&tt%}OZ4p=;owYpxwxsC`3GvFnqs0%RTBySS1_BsE4-e~HaR25vh= z7PFN^WR_Pe;mg9l`-i3Q38R+mxO5cwSsJm%j>03hbos?ju5wgtE>gb7?&T5~9-X+VVrLKe{!$&z*AGCPzKbV}w>*vc~(9 zutGK}q73`YEZ3@%f_~yG)M~)U}24|>QPNL%l7f6nWE*-#Kqmw<@a)W^eEV*=%e7w zOaf>5`2^XhsquC*hUj^bsPT7r3$dhQUR#>^9$`RSsubS8=($>z0_lkOd}42ww_gOy zmGO_jTEz9alj|+{>h*KZu5SyQ#FWPh%W`8Pv)mlbA%;vdYPX;6VVU_$f8W?qD-wyLjRQzdZ`DjB08&_%f^2kA0Sb}04Sr*r1$ljV0JkXyHbp0&((ka{Q2ydW@f7B+JiUXNknFO z3Nw%@;=Y`wNvNY;>o`|8`c4*O*_-L@7d{CBMr2(^%X6W{oyK)Hl0ybTSVBfMgJ9mY z570_Dum(p@KXM)XA$==?ik3G0RFz-PftoKieXV$lI6F>_OI@4n)P5TqoOR~-bXbf6 z0s>6#nR8J;7v>&CU(gbW!(R~k1J}mpcfH3 zgB8zr^8gernOzm;i?JAHp=vN3+#HC>vwear&a=G~XtbIqMDScna9~2+1(?#BKT~3uqwX-h zf(}@9Dn&GaklK!s_|0-R0r7znYW?$?wSO|!X`=7rS&vwayk`3mH4&R7M1Mox(lQgG zKt5kosj09Z3;bx(6qD{b1g+=mySi8i>qze$pqPzw1!QXi&Hy5|gu;5X#9!lYCWn)k zca&qW>h2qU(-(Ah>p1M@tzDKrILOATnE0XLEcD{h8{JB-DA-7#WR{m!%|MXI!)JfE zIo=l&5WKwM`yOnZViIP&)Ag9cY-uc_AWkv)X4q97o$ScUo$SoA;`SO!oDj5IN`dA zb{(Y?ak|ZK-LK3-;Y>)?Rk5LP)d5TH-hwc)iY|!kCV_&h44c9cXbMH!u&1e=Dld;y z{mTW-;IWhj*|^5J13AOYjxgOb-DO%K&;(EYO+Vgte0LJu8W|1Isp%*I7 zzOPlnGzXmH2V{H4a#_rMw$!cshkSv}KnDM%OScbE(6xMq+<(KaqnkVizIE>5-1!4g zrdAIlB>I_G5RPt)5yDyZIGYVUw^2!OBODmpVSFdT%FAp1vsHF}xKKGm7BmF+U~NMK zK|NpnsvEg1$Uiv3#~po~{)Zldhg4YAuqZkKH|+uWx7OTaP~pyhPe^WVh@cobQ^I4T z+^uY`6hO;sq~s{z?#zh@y)hPe$|R|xj63U2>AG3IISt$Tk0mf7e4j-lI1f!_Ilnk} z5%=`qu~g3zKJ$48rIE%kY3#4z;f#xS26B%CZ}!v?rg*HskijZbd3CBvr8v~5VOd-{ zoCU1ChTyoD_iZ5+-XiN;=HWJH!V8Y;ndw4;Yr@=RZsbdEF4bd~7EjMUXxmXnDiu{T^b zE7-L!p;_;L5ePh5=I!8$W`m z+vI{+!cX>b@J)?2=$UGV6!?^S>3w69%b;!u7yY$r!$-t>*>!$P+Fe)lfZT8`2_0-7a91noI^Ea{~a#!2E{^G5iF-m!4 z8I!ETmXHkoqi7+_#oFOBtjgCu7hm!|cCNlN+ncr?7NSz0Al^TAox(#Wp@JqQB&9Uu z-9XQnZdrDf@8!a5SihkO2??m$fo*;4;?4wW3Uu$r+0UO}f$fD# zvrF=g6m`^pI#2d_4HKCvP42I4#9$&an9Y^jO70A_gLVyr$xCY!U32&q0hH(s$LVHW zT!rAL(rN$0rOq?!_B>ngQGLU84EEZiXN6G%*+O> zTPKXLON3N;g3TujK}^3qG=kGCG)<%C&`f6yV>26k>}B3k`szA3epF4GqWQh(m%6oT z>G{X?`YMq(y1>}nvdaS|WHyi;pn6s3J(cts(~Tdv01~rYOe+NDQ~FoXz5Y0>H4oO} z!^OpVPq(Q~0dB&FTOtV|5Kw#)xv!wpXptR{mS8q3AV$FQ zYD!*-y3}b__4{D>wngD66oDV`C)LQmYj1WQ=uB-Hpq+}3kGE_bzGXM^{p~|Xq~P66 z;oZn1_+UE-7@)bDf!tw28`OBFcrT89gDq)O9KohltgRg&*|l;sVVsKTsgr*)c*KX*dr7PGMLgp;SDz&1dbU1hWR^hdFz{v_XhxkA z<=Aminu}4nxqnbh&c8-Z95OVd<05BNGQ#`lK(Tx z08zee$xS?7*?PD@yRl+5NjIx4d%wo$iU+xkmV6nS_;j-QOMk9#sF-MWwP|C*L}zYM z-l6|nYUK~{5q1RU|Y%)zIjOS<;{G?#l$-mv?JQbg= z!pd@KC{Q&^Bjp@FM9d**9Lwa(tl3%JfT$`d2y zJA&=`Ojg%o+CGl3seHV9#B-5!hDLQ~vcK*o5pGf|0@FqEOpEY(BOs0CvDvbj?8k?k zjIWF3jIH({d5f;BC_$bg0_WC->aQOeU41xu)zNEK17csUtVq2)K__|%jSQw<;1*wt zLD0rh0%{8U?ycZ8U)ua-b|hZ~rz(y+;UVyOO_Mja`5f+eYaW9aqQrm;#9NScqpo+o zizaowq)@r^>am8V<*G?ZJkg0as^YZ4J8vM#4EP9WFoK9~-aeKvESyw*m> zXjq9FjmBkw`LZJAO()`ACs!;>46`LBkJHY5q;8B&kT^cc0x+Jh2U7pr$C7j-MUCRm z(^+koZ46mwYi{&#(hAQ}0jtM+t4yBYal0)=2DMYR@`BPEsKZ0(7f&RZ5xFNjhQ-mX z#VXPxv$~hW*G1ZLqBb@;C$sqV2%pq+8^0dqZdyIIg-ukXXPVIljC-@X@X^nwsM^ZP z%ErG!F6f!(F*e~>Yqw)}3Y!LTi*4^gZ}$J%wG9QbC_^4csy>K<`T@(^i zmRA7ps?wjE3BvUC0;MeD@Y;a`bp(RS>@3r%=fhY#mhq1sO)*M)&zuQknR$JIXQwv@ z4a*2d$LLmyocpgenKZKY)t+5d8PI_7Z58A?!NFbq2NNZMx-}@eYg=%7 zhVoyJY+{G3S$cK_knY@+tBsLv>FD8?76m$a_kJGAe;eq0{aUj+N6eQ;XaDP|{^v)- zWJ#fM$ASc?lxC4mew{d!_JiVozWcBLbNK-`a4*PjuWetE)M?I`Aqz)f_(Tk`TjMWmpQYK=NI<^+G~8f_*UVbxxWp2*-5c-Rzdjd7Z@)kuZqGy~ z__%$~yMg(vhgGgiNZcVaznwk9p&g8Zg4#cdb_Vp*Flvj~fMr_UZrh<9Y)8i!F1#Wt z?GT^zR>tmUg5N>qG_ehX7>|{jf2agLH!x~S+=p!|QF8{*8*5Io!PeFpywfHTn+Vvx zo;R3)&65di!}SzQi6m+88QZhG$+AAf(%o2-Tt@6}*Yl<}>E-7Uz{ z%Jpv>3r2VbyoF?^=G*SW-=N?zO~ zd(Unduye+@r}SO#)!v_6vXdr>f_z~GQJmcV4_DihM!NS$8SL(-9EYT_5XhY5QXw7j z6oq)#pdL6^65sDnu;*TuB-gkjIA6fCiVyher9`Ux~5CA?y|`Ni!I>K30l(NpG*16twU zwQ5MRGzqeMBAZn|^=%I6?d7pJ0~ZGArdQVw#ivxdAbX!2yvRIRHS&Y4BB?pMe*a()iSWJ2s_f_ z?>D@bw(c<7M% z%^ZJOun~Gyfj`iY3ylTeCB0?<@;Z;d?hbAoJW0hcig?Sp+QZ(gcn*Qf59x9RPO-yJ z{*s{_yJMk*Zx7wktaY50nkq#+a0A21~nd}52TR+#XGIz ztKgH6z}Q!Y9D9NC&CD+Cv*+FwFgu|fkjAB7R89IhS0HsLCnsl_V`nGO3;lL&edKW| zDGi8R*wd7hcYf?xrd(%tzv0K=H*eltrCabNr?&5~azRIT518S}AkCD_%zoFM*hYG$ z-)^;!9v`eG{AGv13jQtb?STnAXOQ7Hw*Ca&9jCqFZv*imp(cs3Bcc2C&K*Af_5?qm zWs2w3+q(0}VBs}qbao_^Fn0HLeZU-~1os(skwZpt?%MA1*q=_opco;eE%72({VJ>* z{9kc%bKiDHj()mhjMrqCYE(mvGDN}es7iX4z}?ZfkGCVg&;CLJ%SJiWFX8S;QugUC zLMqd`KE+5=EN7ef2lcCVj~;!?TSeB`pzUt4{@CYAZiy>M<4gs;Aho-9?_v!~PtXy} z81w?xmiAMzDqm2VeEI4X@R`uK41&S`y2|4Hr@C>SxO(!mtALO|+UWY#u^p@S32EkG_~@oZ9&9c7Yxyk-h+N5Fy)Lj*eCh}aYkQDwn#DI9qSxeB6ma!I{YfUG~25XINima6!Tpe z%=%!#2u{6l6eL0aIQ(S)o{!-&?t)qnnsja}rz5lH0)+h_u{S^lfhFEOS0i!UeS7%3 z;I2*!8rUlR>svpUzCU7LD$dc)G9N+JAkKmukL!bq$pq-i%TWJ8?a?C$BAbYZ$UD>d zp{iw$Lo4!7I8@oeA+N0d)1B(67^j`8TjrrLE<;D4`JoBUNIom`0sY6@!FY?#$>AWeaIm5;%e;AS+z{DSf)YMZIyH9W;!(*w^7WJmq{$*Pr{w^p`+?Jg)GKhn+D$9riN z-Zk-PV#REEq-&LgzbIP|_dU&F=>N*!R}pt+y}pX6!fWH<$ICMB(p4-vSRsXM&2z>M z-5L$S6lQf4-5X;A#SkcwB<(uxP2ab4o19%Otb2$8DWj5RoA8HQk&TV#{0M({zLifm z-YN;|yedQZ9FO$|3VcFZCr>&n=gY9*tqF>oYs;#jx4D+w{;uEYJz*!&aLErQ0rhJe zc{^LTK6n+euoG(JC&uTM);xz}-Nv%iMl|vrUVM-4#{3Y;)h_qYIDU>#W^oIWGgLO$ zNZcPT?McHw_`ENntu9{N@9@Tk3ObV8B=E(bG}yRK zHgEKp6N;N7ca~=iRbX1V;l|Jj^V(S zLvdSbzf!13+tQ*iToDB>!^Q{{)T+@{)Shb8xQGe2a1_&V!4q-&lB{5S0UsSdfm>>f-EOY*_1O59kog+yfZ!w;Biuc z5JYCB>>aY^e+1Q@!IrR-eOXADV<9nlauRY`c>%@PjU4Qetrh^hA);acUySS&;*s8pc6EOGG54vhX2JI z7=M2g7mL}_fQt|k(IND9-rxRYaqW9u2rH4c{?3a(6`uWZ9EB!L5^~khL4QIx85)~l zP{(*iHG`D1p~IMAN=Ofbt(i18_eg}?YfnS(Yj0<#xV}7t2N49N73Jl{HXU9xQY0!T zA1p(hty&Rdc@C?rRs%&^bb^j*m1~Zq+d*T5MBDvQQLIaAjNx4c>&C+zr9&I_ru;jZv5Ni74!^8Lr3-zniq}e{G zL0Mp}bDU0)r)6_uG^`X%9}8lC8AROH<^?(o*93L;*i>ZcSNTFfuz*tFUg3K%aj1#h zlMLw&6Rm4z9Z*i9B6~*28JUZ8#UgBV5M9<#RUZlsElt!QX%A^2OrZ*r5rrmXs9Yb_ z%r!1UrO8Yvn)heELLu=8lPw7uCm2MMJ=e=lyRh5?d)Cr?yfy9FT6ue$abG%N3Wdfk zO(pF3S<+S063taur(lkeEvzXoVwT&)%ut?kIbi72ckqsZRS}d}c&)3ORFMIZ@({{( z!eCdD%iD+RjZhTG&PdwG6r5p^eAzhQEG#->_IKx4=)E{t_HiF9Y(kb6e~Xpt!dFk` zX6WZzdtF1t)HD?`Cg{^|J6Ehno!+M#lyazS_FgY|no(#-sZ%cZm>{;U>YZX(K+FC} zdGPruQZVBwiR`m^?DUnnZ=2b#!wj2ZMA`ru_V)F0J9-V?`uXfe zy^j5st4)J$ou_2xog-WX#TAZ+qqqd+68!=dTqDLdJMSto0^g;%r_F`Ua9wsFB)ep;`gR`$VCO>_+o6VqvbpQ~_!c;^aj?gnttvSD)rkzTfq6 zzG)F+N+`Cyp~Ng7(>_03gS49lkdX#^g7(Iv_t1X9s+vK_Nv6bU2I34m z!FpjtuYp>!+Q$*bs-hUdp@S8fg>B`yv0@A1uby+C4}r1(4x^?<((epsI0{aZRwp4_N2p5>r(2f( zmfK`=k9GP&l3{c*aKXMYjkG7LU?lpOUT?mP19Wf&A4%0ubBPti5k1EJ< zLV_ekQDI?XdN>A549y&UZ!pvo0D2*E!<>+wu9OlOgV|a&w2&q`in=Z&8aKscfn>UJ z<;pz}O^OgoPe@l`i<;#Is<64#brFST*UYg0@4?!NgVu0*=?JTe+{;Q98d7sr%6`<^wfDEG!ZmW z`1a|pTt|pu1(w%zvOSIU{`<#J6obd8?lf94YlMfPKLu>7EG0;_UraE!+S z8nO*4jo(3lgd~Hf;YO)(11+6^-CgWbEpsgD4ZoK=XeVeosI3$a9T^~k+6p{kKG`}Y z$x>mgX^_!fz5FY2EO$>3PUg59s1S~bjn#ly*~=krWzDh!@-deoG|QrMXzTqIrOVlV zodAxgAn3j7)DcbBa5grvZNKgkn~H|Dvh^~5u|4$>oa9fDzSQjTy+!tH!ou2sCtHv8 zl_ZmvP-qB>R~vpof_~*0KN$jpL4B{eHsWYWt1lfIc36i0$O@Oz#DWY0h;zJiMa2B# z=714|^sE^yQjau*XdR#GM9;sI42*6sTJ$pS`T&jC+G3nZ~+182@Ah^4YJ(Xwen>`nB`S(-hA933X>=3wv-yqsh1rj zwxtg1Pdcv}jxhZee37q{8FsW}5Iq5)JC8-jRnNr+eqd;EglOKGt;09v>EV$Fh!1vy9PAzCC;JXs=9_$V zjNvhZG^|KN$~u1x#n#4R6C52~zOf*U03d5?Yt3?xB9O(7LtkG3bq=%`t&meDuuc;G z_qLra%F4;doVypNq(BB<$g`5!-g_*%6T*3Ykg|1;gUP{yzo78x=OATOAH z5Wm0W)-14&cAEYX2m7$DwwC4d8;};QYv-k2t#q>Km3vHf<1<7zmz0oq;xia}rh(a* z_eqv{i#7d$O6%MlK=!{vf&|NuHRUNZ>_jYbE!Yl|8Mt!A6uD?@CK*Pv`Q=GQ(55O; zq!jts4lI*&9vDKhZ?0YZJYQB?%HuG8U#HZiMcsLRNSsdC<^JMWQ|IHo`eufaokI z+z?|0{AHRYPFW3W>r*boGIDzb24kRQT#g$m+umA7ULNA?d2ISi5A0au0W{na6&nkF z4Q?0=#tNcqq{FYagt90p}*8OjW$MSyk?Z7 z?E&v#*tYfMkh&8)bm5L$qI_lOSVI(l(N1I?`8lxOw26#ebKD(Lhn5YKTmQu7)lb9hZBKQz3TB#1h@OdF z5O#6Kopc|n<4^&M4_@4J{4yg_R46n+^6SNR4O$=6iDg1}6?+BZvA5?$@M=%BlwBaY(MU8t`~kap1j$W z2H_hPKZmHW2uw{HcYlQCvG2eYLyVIElmN+~mL)d2+YDjyXIjO2oS+ts(`4`b+dprF z)HD@4PA!o-_1FM6!*C_h@|q_CQDat%WkU4&#^xrel0s~}p0h&c0}+ZU@iAcsr=5IvF*0nCsz*1SFS;o`xW(C5OD zJZAb=iQRZM5F?v zU98f%*UCKr@B=#fxF=X>f@&ZX+Cr{Kq3QP4rshY(S5Kck10G8Z**#s?(E7J;-$o8a z1fPK2uV%1e5d{pP2gvb}Tt>e6HUrtv49jeyHHmLMnJj1n?ZXBz+laFa1}a%DS}+a1 zULcb@muGqqf&w}&Az`st6ySW=N3vpDD+!4Bg>A>w6=nkZ8wT^=Msa#J+Wa(!wmN7r zXcn#U@h<3Us6X^ZGtcy)f9+fDvHfGU)9#mm--aPm0y(}g+K>SzaGD!wl2s|$AF2c= zxGs*?HZ{p-sAeff3p%#vn#f1Fa<9b%w{D%63i$Bh8bszQLM%wSdQLoCHV!o8M0=VN zvUMAyg;D?xq+zzVU}VtgV-bn3D4ES$6VXuB)Nu-`*yz4 zfm-WG714!R1+>F!)mN;twY3EXbKXR%TH?LerwJ#4q=R{2yK?1QY66UY`u(`4(4!fT z00_9$#fumD){U0e%>ln?7I1J#&ViU`8do>PYmye~IW5Sueb~gYSd1>{c&G^^?y&F+ z4b7QVyu7?7yK+++G_R zvrN)R(9G*#uk1>0Rw7O3llr#YOgHj$HiXMe0$G8#@8m$9qWLEyk_4v8u9wOYEoe%L zbcF0pb{V6RY;#c4I;Gxvr|X58?_q!cW(S%9Ak}~d9{26N*%LJ zRlV}DDM%8VT)TyN64hF?9XtMn2)6JP~ytGZ}{ELQVV4Ubg zJ=E#x=@GgJ@D8jg$^+g*6~eli>er*Jz%|hf8dtg0#TK}ewo$(gKt9T_X9=(!HL_G2 z-dw+9P!ouMO9le0g;cV=vIVOwyCX~MT+d`D4%c7iJ_SgbWmYOAW>q4HJ`02_$e?j} zx%*&)`CGv@RSBXOX$Q##0i2T{sFeYy`JX_sT!(FeNH6HPtXb@kCKbV9WeIN+9^NCepNv>|VW~$A)x~pF>eM(Y0|# zWSnfuSCbpuksD0*7UhBpNeK@A7cvI0xIe6VIY8AO#qQWUX;k#|*|63v<_14k3y3U! z=cc{(;PD!n$O#{Sr8i5QiE{bU+WIis2oOXoR(Ne9CcxR6REWn0ESvDK@`V|w4O)I{ z?WgZM0k`oy{Bi(|jf#o_w(%ilxaV@038BQ<2I#w<1AGtxx&)|)6{HaWlGY}umvi6} zQySEPPghREimv{m+yp5A6B28S5%~sK)jt@~H;CpuM_z7|7s~=!HUT07tmBeA)0Rt) zv%MP7RBmc~6%>^eR@Z%o7ZLxU8`H`eP!mx$<=1cPZmyF%!Hhv2I&>%@aBFkj0`Llg z3md%Nu9kOyH1ca9*bRPq;s&sq(q9AS5VQq!5ljR_CLQLzIv=JC`C+m($qz;X(bPX2 z9DL7gzm2APsynf&!^oH|uE@2JI}f7AjYLpW0X)+XEyRC|To+nsJNyCx(!(ocOg|x0 zLkXd`L81b`#sqxGaeCn!gqoLQGc)YDU6~Z3E1!&GVAI?(staua#0XB)1d!XzX;yC z7w_0}0!cr$h>!z82Z@iZ6iUqLlH_b4pgJJV)^WMl6{$bbB_^wul@cRkYXv++GuFEz z9X6Gl#{sW$N zez@1lxkyc0-{fc-_5GW_9p^aVqpQJ49aZN+liCGBvE%ykof}&TPzSCX95` z9)=9w<=I>k#t;YzJ52!j1VShhVY7R_L#|&O8aX?2T-7UcbWKjc{6MVXJ@5BHQ0&FbVA(HxZE)eIP z!W=8JN|tOB9GLAZ!Ml;n(YAZN*DJo!H?_639aeY_8m70=q z7krVzj*Q>0L6qi!o;LgFrf4B%7LI>~s2@%O)xxUrF|nZ-p_5?QVh!83Y~teLs@L;@ zfO!>I>&vwsGu|BcOv3-{YttWbz$i*Qs0JVbzQ_Eom=^N$rMZ|pl$T|iEpTPw7cztS zZFHmdv;v}jGg$-$>(apAp^|$47QEoYrv`6eDKUs@!-7DJz-8iqP3|V_7ZpRpM3fmk z`YWfqnE*gQ_Z#I}kA8n!46%R^ix+1*Tn!cQhJZJ@158O9coo4p_T@kirTylbBjbBT z5be}Z%`8ukkP`sXt~FjP_tTaTcr^H!np5{G%d7yG{@24$zMu*6w)#q(I3*?Ee3_d$xfMi#LaFS5ezCzl1pj0aCx^VVq6o3oX%a<>IezWqp zv*MZ3a&X50FW00d>N2q!cAb=aeCYF1yU;YupZ6Y_E%ahiW-Tp?< z(LDZP4hZpcjSNe8joxAlB?Gud8|{t7fmdh0xR+?=Y_3$KS&7`Shqgj^87VD zZK(CKD^rxS{C#u}pT%aRk!G3xYbUF9rDunhxvNK^+yWycrIZP6cYLf`%rjbagXSCe zAe;Lkw;Hf$j!T2qbRvaXj#EFp-dD4!W~L^~(c+M!vEKHi&SZRd-or4ribtF+JwS;X z#9%OkXP}VBYev!bY%7d;LtWL*?KW~1;C4+frTBBvA!m*wo%AfSrfCk1Zscs0Mj^>p~M2^bO3p9TyBro#$VY`}gMI}@$HdqT<0)15J=fFKJc z(2|8d&;6|Ac9_j8#ev_P*R=TpQa}a46yyO+tZ77o=lU{|43Av`?Zhmgx4}(<)eR$0eyLA}x(0`>7BbXp;)G%d*D&1@eHw_K7Ro?qxWfjqe>RG^jY)_^HKTwczPE zCao9=Q9qv4gYyyB@?(#H1+UzntLfNuRMKZ>}U_pqBx`)161UPecSW={7@wYn34Q~=VtoLw7_JRaDEHAOUP*&!D9$YL_MRZ zMNfIa@z^0Y(W9+kR5`3InIZ3enTHHjHv#{=%BiuxhXpbt1#lru?$Q$?alL9l47#?d zW*HJ8g~9Se*uJ^JTY%QI6tz>ueb?yRhD+#F00-$hru1OHoPl`v3LI~=( zE@+&1S98p7o6B9X@7ApI_E}iafR4wWtbc6+bn2F+S0O4scIy23s}vLzQI2M1jmSO* z4U`DdhwZ|Jo5)%MjjsX)PJ!*0M)Xx)LI8xK!Xzexuf-g!4%+Mb&yij`!o7#Z9l@mn z-BwhD{oVf;aqk`1WBd1ypADKwQ<0KNiWEwsMTG`!NjtM7MYJU)l_IH(Xw#Hv($bXG zKpE-Xq6kgx@p~Rz*L{D6&wW3B-^cgy`1-?jm3qJ5=XoB-Ydpv6=)kTwEA=TRHv}Q! z-H~V4*4@covUu?g>%E$-T%!-Vv7~fA($UdL?v~!KtM+4oMsm*amg)GQF`0-YqktrI z^4!p{@0b8M`g6QHR^?dimARjOWTmmy_c@;F&NxrZKlH3KlZOak+QAU@;3~pHC}*yPcdyMXMO0U5fXjZ zpx0#fVBgCMyN5F>zNH7n<9CSqoBFAXd#bO>UZe5dKJ~r*%3#xn_HPU_Z#KR+d(?E- z{tmNbN}6yJ^Zk&FC{dARH;$|u9o^=0yp(_4J8`ZZZl$*l-U{=qQyM+q7jyi;aG_A_ zXii?l2h)ltPngB4HB&6odumOO-hElX$8kY(-p!#S(^dv1$Bs!%{eaT$!i5WMUDmrZ z#*C8;Qg_xA&ja2ah9pG)#QW;h*#*j~f%66H@7Zj9`{9EfQb7Oc=$bc+6iJn!IJ2xN9UuCj(bY&7Rf)_w3g%L%a^9b9&%uEE;}8Gii&z$dRhf>H5BWp^Xr@R^A|7HphN{4J^%StS%yT- zP|3ku-h34`j>;}ZL&H~FChIe% z98y+=B8P*Q_gq_>_4AvX_-<@)ss;v;W5SC>y$C06Ur0(4jZrymsk3(D>6y*ojsM|E2zRUrKCnCvjR^~^ISARxfZK+}g+`@MmF=0;#G0VeY6 z)~$P`uv3UpjUy`?C8gre_$+6%VjIUMCg`8&#<9D7x3j17 zS8sCu^i_ADPJUj-J?oe319dc?>1$D~GrQY+W7(oBM}_9iP{wIj4;{8D$j?pKZDW#Q zx=fi-#s0N~*W~wn`vu=irBQoU0!Rw}_U%Z^Lsv|IJHe4In|j%dibEiGEqH76r8Gej^JiwSUT13F^NFSY@jGB#AF5*`(G z4k+T|%1U*wOM7Y4J489(zI(S!LV|gLkn*aWz9Pq9gYfMl;bl!tyvUh{K0cJg3NY{L z)oW<>mS4NJ98IPS#8#;D8PNJZ#wfjoTwDwYfJ>CU7NIAwuX+3SZJh26`Tl`{#|??w zs?@VUH&7G^4}&DetAn?5K39Unl>r-3SydGeMTzNy1ED)39fvorc=}9{n=4|kQe#Cczr|0rb zn-)7eJEx#*C~+LRyV2cFa%GS@eW7_6AQts)+xRBkyu+l7FE@A9M#zHLK`Q5|t*wQ& zg03mcDyyOO<;(e~9b|BorL!~XLr#}KuXRq3($={6S-K}>c@CsC&KzA8gl4^*MiZKy z9u)#?cMf=ToMo{G^Zfam1_qoMOzbn(&IINw!>Ci@d`Ssg&x@+lB4^M4+n??_)vM;fnLxD|r(sz7uY4z(W7Jqa7a%|Bg2&iF!Kzm1zsWI8cSFb|6%nx5kN8K#+>dvlh zp%_>P;D{;%Vjl|Rc=i9f2SmrWQ)nWW$bkm+8S#>Keo;`C$?Mw~xtW;0H4-3VP=ud17_hI))n2Eh? zK6&FS`pAy6L!bnjQZJrrb>HSSJ2ig%rd_yJvhB}h;74&Riio^C@5soAtq21JNKj~= zz;@nwjg&XXgKlrQ9{ns3AdwwytOK~b%qeM-5eKOZ+VEEMt{UPuXV-n;}$Jh>@0 zJza_t#s+~b<$3-^RE)tpn6S_^mX4;)#439Sv++rDOZ{jpsY6?_6&(bf>Qs>xfi%he zxpwWE!tu}S=-|SxT;aZY?OHr;ut(?}38T@tq8BV}r)zDItUPv|tlz)0$4;;@5S33z zkZ{_#o>5a%lZ$w2D_g?G0Z+sBSLxVlVK6P}^Q+kq-?no2Ej6=vODXE){y0ukyD9xOJ-+05oT;q0*-ypr*Uv__@Zt_tgypn+79mBBl)6_ z-ea9iL&(2v&+|QU`btR|>6qgX+-FrJF}2KxZv~Ur+ga}chy**gTy&qA3K%Qd!L`9C z&1lCRQ)4ZU7fxwKZ`Q!moRf!4>2>Cf`Ji|VVtBgx0Ms%IRgdn!-rJnTpqFKyl#pgk zI*IJYaLHw#jo-a{NBN>5w*M%!bg8Aa?JGn`4z$L7GZ;NU6$UA#sbBQ#c~1l4t%rt& zDns0Xfg$DR80asNb?dk&8R$s1bn5eObV+(Ui|Ql%`gOA|yEB(*2T_e|_8igaRmK{r zxhTZoYr6WYF>>po&2BPO8{{ElsCQAI_#WP?!l?FZ_aH$8EqK%$VQW^k{Z~h=<=DCIo&?NvflnRGd3d= z6{F}XNfUimIy0fYgp?2-S=I6`UE9fGr22tzFBccrba<4Lvp!c&oz|HKy+Mk3;r+3L z2r@{5YKTqPHduwb9cbVLPxLm;qwej0#yd7S$@gV*)4WutEk ztE4-ZYVeJ=LFgXnsmqryR|bZ#Y1zYfC4xHsb>1hjh+1nWrv;S4$#08_ii;6ssV?QR zqJwoyhx=$&-yaTvj(Z$!*bbNt zg0R@m5kBn#n z4R!wfoIkVXtLIK?VozW&+4f_@uXZ_O1v2|lY8)Kg-2Q01LPi~tjqGdrHRM2-3>>$D z6dRg@5CpDV`O!XF4c6uIu(~4goiXR3@1m$Y#}DUL8s2V0vC=Vv8sqsbrNuxRs*sN= zzay)ZLlH+uAv#rq!oGkX$SsLg@;rw&)f$ho>fvoHnu@n?7ilGPqL!3}$VpsWH~IGM z4rHbpFivz`CQ*|>b3)#n);G#D<3TyZcHAO;ne14a!@*{`uhGa(qJI z_N!27KW=GR0-A|4f)0ih9Cv@wt1~}4TMZwst+Vqi78xXSTYAUn;-ZFej~LJ^kMm(vpjaRu4DiyrOWZ-ulzy`C0K=7E0 z%NA49MV2LAEV!Iid+sw5Yl?Oc!?4Nr13Is^Ip*s=&QKGC5sa=mE!}QU~ z)#%tyJUkV^kIeRiR(cUUT08b82@*Ee))W?GuImo*2nYk{czJoV9L>?C%tPg|0Rfjh zo)`sZ`nhupzbr(rZHf~gK`WlY6S0Nz!W4RwZ{NNNM`|rxx>Q>HrDJOmKPo1p-o3^= ztWR!wqGa_2uJbZGD*1A2h#zVXJ7<0YfsVwB%H;?MmF_Vc#@U`&B%&)|*}Z!=JO5fn z2y0gTEU+}b+(*xYB|k6?5EF6>`r&WyhFmS^BiEV?|6yl(=q4E)4&sWPJHKbS^1X*0 z&GX)tIIOvAUK|v6X;Kl#`IdxuGtHJS7>YXI&98h!FQ|jjC88+FKsoJdEbgA&)Yw4B z*)M=wv0l#=7b_7=1NSK&DSyt0tk>8v(uQ8rO4gI$W}Y`sW8Xee*nUGS9;aaWb$H^V z=h`onL}_lUZF?9{MM>mYJkVe;-Ta?Ff2Lfd${FX*#S*3m&|h5}v7#a0$tts^Db1LT zgf00aZz;S4oT{6VI?!s_ZqY`I>I~THH3X;i4zISIw(=Pln=hoyj-NyBNJ>gNzu-Q^ zDS}v$RcP{wAb3k>!vQpZ{lmlRA-t=FBWf>2Ma?C}vbwrzs!;;)@3&xD%`Wrl-JksS z7x+w31N7__Eipxv{ZH|DLu=ppa3WXT2SF81x) z7YD}js>*3)(l&>dfWTovvZGYd_DdbP9IdtEhlY*TsIT>ny)VsKLQ4b%>ALPh-1X68b@r>?WeW$JT$5Rsua(SSm7vRz zzBbGs)&6!Bqgk_%uczHOKmg#+m$P5{ZkU)%&3^d}`Z(S1x!MxAL+a^}5oWNA&-6}d zxOPSfH95AV-8sKLbm>NJ3z}zs<@A$%_qRlBmDsRSSX7j8ja7*{*sCi4n;qMC?7%wV z0939Al^H2)Q6WnQ912;Zq$CJv<$OrUSu|w?tNFOi#Do{>G!7n~06@d#O-*@EBClyB zmcD*%#K_1fym2Ex#FHs|^Y6aQJ`{27TF`GiqvHL00d$4|Cf^!ryzy8xt*wO-%B;~~ z0VfvO4On%2t!Aje97^Ft4+oqgY)4Ar**o$+hlO@ zdVTn4HdVn1qgH${oMxgx!xj^pa z7SKimfhxHk(P3?2bFxOXr@m40^heXHU0wS~X@EghzaT;=aF$C;&nLZ>u=vWkbLO<8 zbb9jgW%Z`MqUGXyijShyfAZu>8DyrHE?x2k_On$wI@&g8SW&hi-Oo0G4~wMu@PEOA z$!CHr|5_=5!BIV8%=EaES}nWw8L@}OD$JWLBdXLtTbPVNG*K=1F?suy#24+^ZVBP{(JcPj%0)4k=>6>bYI^! zHq7#lx>AxAe*WnltnXE(_b3Wk-Vr%bl$Q79%a<`ULFD~kBWplN>1|=dxv*ieG_VVb zl=u*1eEuMfJ%m1#q6!KN<5B!%i76)}{C-5gHuHb~)!=YDE6wr~Pdcvb9cHmRkM-N^ zJ9w~jYJA8IFcJbAAXqv(yH2l*T#R%OIh1b_lAYTL<}$ooQj(Pde{%MBSjM+nMbk>1%=Qe--r@Rn?}}>^?3U7{6x1264+1!Z%^Rw zw>D~*{S&N|5|eVM)>3Ei_nS2e{rUBl&z(D$N5nlXp>oHst1#04BSw`Hv$8MpzNFbF z*lK!O`cAC}7Nmtv7x%OYy8w*7vu;p>0C0rcV9MP+23cu(z${D!Jk zD`q%ZOVm)z{r8(S^j7^5w_(+ayaY^zqR<#p!pvLF@RSv&&MDvi_;x+> z9{aEU>sE*4M*jZUf4b9ueerY=SMi^||NDFYhyR+=Qv3Y5I_g4z-=IoF67scNT-GjC z_BxN=W_;0iJ0DD>G2QXDc01K}&Zsy8?ES+4qEF z{n3_1v9O};2{dePDe+!RuydFPe#2~=EkUg|^HxCGQIE4MbB=x#AQnZ>StKBinsMN3 ztB(pPd91&_!6__i_1>@3G4G3ldQG8JcheOMzkFF_B;x8-Q*qfVQD~T*r{HSb-ckaQ zy7MHW{4<#?A0tOvykC)y5;gM{n8OQJBiBK+Dp`@j%E!S$;Ziok7nre?PS2-lETOUH zI>fYLBqLz}0AbH&{3>pYTNp3;3}WqzG%Dgf1x0O%Tdvz8~fxCVgqz!yRL2(%tqO#XMKuCvmC!M%q||{ zas6gkrT2Es^QX6l!TaN*x>2`o{bI-|`=*Sb{m-J>!EX>a0(g*qb%XILr%r*sFJFR? zGzeD*<&Li~^L{~tfa*UkTM>`%Ibu8r9g746==Dx3JQO+Hl);buMo~zKNPVk5_)2mh zp%OCPHzb6uWa6t7DPl<(nV09|=seupykPA$cGB}e$J07lwtY!w$dNC?U{X<8$p{?i?6qrq-p$?pxG2=Y3(6q0xoFliQv9YlpxIgG(dhBKW@TDiSj8Zu%a@!G=7QkTShaL)eTs$aApz*#& zY16dNRsel&shkcYYoNB41*^US;mMh(ILgo~$e#RWn(Ymam$-q!j4TrtrXUi%mz{m) z!Gm=GBPng|XY_XSSXs*f8N!}&4#r8shU5A4v=(nd1#Qum-QM1=;4v&gT6@F;K#>XP zWC$697|vR}E9+_BneGH}4~tSCK?GoCW@c5ibzqf|OY6}^voGCT@OFTjo!m_Dd*~QM z#l<^dGa*+EjE>2{!D0R3Mn*`Q0v|j$9zTuuw}!EAJkL-vat!jGV_=;S7}Z3=<6?r$HRTJxi|m<@hFP+}~|7l&GlHo{w+;kr}FeUOo;U(PZusC0ybW-B-c zirYiTcv!B~c$z9p(NDB?biCQO(e)Z%n)-D~M-0>4%U$cOiX!5v_m9>WOv4m*_5cfgc1e4WMxnTF#%TNH8KsqR3aU$#2b3=Kg ziA%1BjV{OWgGsNf*tECdRU{vRv;ylR0I5Cz{80IciJOUaax>`rucrh*jy*d1?ZgDS&pJOnk!X+{X+z}vyY5C{2I5>5mz!VefK$YCQ+6gMlSipq&-o1nH4UcFj3^CI@Dd9epiO_(5%r^SQ1J;yPIdl4Q=sF>e}s;MbOhb8QOJJu{UB!lUtHfN}|}VE-X@v%4Q$ zvpi(PGi}zPgtZ6q3Q}Sy9Kg@%sh=IbA%G(}fIdPqq=0nBdsf~+=^eC=DdjXDs zjxZ?S(`2)>6L#0cphxVyJn7!^h37z^x81a?>fH z8Ak8{aMSb@HqGthzrL1*D-HoK%_2Q*HsL~kIVyt=au+Z<0bOxcULUUOZLR|!VIaKV z@ftTtU70zaW_HRdbF*mp_CX6z9@aU4moH#Xbb#=)pIoZqa{>95U_oPGZr*TS2}wwJ zZV?IeO9%7-ie>u`7!@{v#A1i#WLo025x&K&JX&)zpVjGUIaJ>gM?FCYk&TR!moP9_ zW$n&g6*XOg02s>7$-loLB?d$Gdlenqo#lx)oDBUWaXhuEJ+_`c$rCT9P&; zvu>S~OF}dR9$16-P)wuUJ^umKB_o(xENVfFPI`>t7*OW0tE!Ybu|Dt|JxUfOC1Y33 zp1H$vVv6iwWm#GMC9eRLH(sxV2c9Kc*Tv<2lRObSVJU))`CJ#9_0t@Hq~?JG;$Yub zh=-*@CH9zbAB5o-+2@mfWuG9R zIK*v4tPNCGSPe-#t*uL;(j@u^wBPq2CdBzic98W{JyiDIG9$!MLFe$+C#^MC$#J|G4Z3iJX65&;Nz^ez6H(DJ8^M~A+ zE;hrzXi*!0a)H{Fk}y`22oY~23C1)OKGU)nFXqAIRfc!TcI`DO@*3wvxYa}kaZMXG zUHJJfQuMh6Lek>b!0B<}EzW|*M1d57gt}Z=*>W|@oF|!j@+dGs?SlYYfTr{u?2M+h z_UJdjVX*;gk%bc7*5VZ^l1h6m5R;@UCQlTrH%7^m7t|Qxe5!&Ex=U?<5|MrRwlH-} zdNf^~1>C#i?Xly>rCgR^bVem4jcgP+1ZmRcV0MPEtn5Of4wM5Qz$UcgTr&kSs6;(IAPW~WHLQ8Fwk(lGBRJ_Mw-aCbo`{WIDL1tI)E1$w|;Aa zf&GYpW%GyZoL_1?#ti08-6Hcfp!YE){w|4p?ckRbYZf3(SpoJvKAt9y(3) z9=*A!8%9=tbd$N$fOE@{8RhbXV6G*h?)CJChrPI zKbwQ7&<>4*fFr_906L|h=_Od=G`F1E#aodjb6>WD2XfA|Zz;&Wbop{Z0|dklJ3yrx zk?>J{a22y3iC?+SdP{ir|2VLJKMS}_@+{iEeOt9e$-^j7*VZVkSGH{_`e={N#sbzzq86Dp6HitI(Kz@r$ z!~Cf5x-1vOtK3`>WZA?Q$W(G2QeXNOtBui4{eWgPA#WO$#TI<_IfdrZ=+{i2Jb(UL zA+IR2`+bfR?bm}vwIMeGxQ!W%*%q`zRYZV)yWuF99kL=ZeGo|~s07AM;x5nwtx&7nigQ~@4t^$gJm`+~g$WUzkZ17s~vpK94nqAgyyvGAVZ{iVVFm%X|uvE6O1-9+(Z`h#$>Ah7m_pVdOTrIOko{x!t5G9zo)c z{Rc=h24GR8qY#e6P);9?X$GZEWGz%1ItW#y@9?|CHwRV3Ti{m2xydNr;ZoL^kJ)!Sv%|VHf`F}`Jhgjfr8}08Wo5A zr1tTWs7kc3f#}l@XQsV===!U(S3UYu*dnsK@Db+B5uFr82Jd=d7@R=2%!Uoy2p5jd zV6qRoBR^2>V7KCPAGX4j&WI`~>CPQH{DejcnZqRlg`hzyH&&G<>X0`h+M=A#F^eUp z23{VHZr>6l#*o<1YuESz%EslEn+j!Mm% z#v0F28SmM%$9@vQH%?EYK0$+xlxMypX_jeEeFKb_p_f-e0!qsE1~Ad#6kP7}%096d z#&D7p7kKG*|erQwZDCBO|Z+8e#wq4Y0G?g;|#Sz|Y@Hc`vyZjaUr7uYd1lsmN#+7&tq4g6V1oqv=mOi|Y6L zlxj7*enTBjib2X6Q>z4a1WKaOtO2M&*VTFv7nae1Ux1Lpl@ zcE8xAr4@X23U$Yt%%BR%G}4q&uo!XV?Q*vAV zSe!^+-5-df62Homu2{SiBaE5Z+10miXC@PaIJ00O*8UU&P#HcY@rcwP4uEA@i|(ZD z3mhAB%N^i@=8%$+mv1uLn0{}_%+wTI=G^gHkFXGll>|3rArFtSbq956Q=W0{A#Al* zW?!}?qxC@s#(Nqsw%V`OJZ`bHJ3xBqkpin(&0yH3G8n`F=kTFBaQaF zut+voDLzhoDNj0A^f@D`uj(%XXG-TQlEv>H5ypDsG`1Kgt=Dtf*n17#Y`SuCddEyj z!)Fu?H7JJZD2T047DP0i{PoZQoC2hVPOQM=rzGZcEdOCB=7CvqCK)5HNXVpdrPTl- zI4jJIJsKeH!BYwCBkrxOiXMTx=E#sDkKa-WYWefxO6e21C@n2fL&10DACWjl_?I9 z!Xjx*ODg-TF+V@Qg6mgq=ut0X!=`*+2e}F@+C(F;sFv-axCg3NR>+bHmatFhayE}2D!I3sidiA?QRYy zkC2E@P?@#^aXWwE0(U;bGR7nAnR<}dC*m!UUbq-?L9qoHypXJ23iI-rQ0d7 z`&-9%znyS6dUQUN14+rrUz8f8P{Da+IoyxGTk2%#3Vd!A2Kh}5p&1CFW0>3JxifO` z{w)W)0|(9_B9|d@@4jpP7zEJj>OshQFvfz97*2$lNooP|O+XGbe)PVkKVLL7WUJRk zKlHIe84|2bD=mD+`DYR!=gAFGBfZFk=KYYPl8S}K#*90FlF?u=D&4-I9y=wUakuIEe{dlR z=RY(-;r-7h#AJc3t=al9OtEv+IQkrby;OeX3eYz$1t@?`f-FzR6Zo|Vw7bSkOfaWa ztFx`Wz1bm8V3L_O6_=6j>y zCATn(l&C;y=c8kp162@6_WC@>y~AJMu%Si4^qh5=RT_#Nc*UN5zuYNTK^6Cl5ANO5 z)7E^s%VtM}qSRR7UWnD9b1X;s1A`Y-kd?&V z1dzZXXH8abp*#>xe{`Pc$d{Yke+1xyiUY7hxkRkS)RI8-HXTs?*(O8->!#wc(DrkB zx|@4Gdvt$xFVjEJSbzVo{zgoqWe^^H{3*dmQc@S=Cpd)smI4PMqh@lGf)c=|{;#e; zib8`mP=Ko^tiwd%RZh3zo`t};&H{{jS$HXjDpvd z{=}H$r2vQ^`qDHvUxJJr;q;-XvjS$1EN5si#DNhqa?U$68efrgAm=_$Qi}fDi zhhmhJF&Jw?52vxac5B7odu9|6YZjr zB$1;(6|H3(qg8aN4se-ZyaPo6b$IioC9P8kxa#omu&q$^<;#8uj5l9qqLjRLwFR0U zee1ojYw+;Qp*(geNJ{^XmG8ObOMi;>O-p)?kw={^lxDX=Hyj)xXTC zz1PcYvw?vDbx8a|RFl{0AZ#*H#kv$OfdEZ1LUc{sx6gOMxT39y=iU0tZb7C$jl)*9 z=^`>5@CC?AsNvF?v}!56B2PnsQYScY;4kn;y0$_4g`7sj{UAY;8}bq|x+%gVW(!1N zM^SBn4XM{$#YV=D2#kXbN|-bbMxfA9@0`TRoxkw6DDa=}eik7A`(yPv>FEyFs$C!y zmK})4o$}}_1?PC^ea=d%4U}QWNw9Zdr6>yHjYX7&Eu)MU$YGUNR9D}A-k~S+AFMZpV8AQoyuv94NWJ8Udr0Fb;bIT~y*{Ax<^`(o=6tuSRPB`X z#i0b@@fS|swVt#8=&@7hG8SQ{vcJ}+Gpb2A`$b7^{DPLo4YWeggk&nF|84amE~;E_ zKx3{DMI6IqOsWiu{XlpY@91<$^cJR@ot~bW3YLq7XPlWD!zmh-a(Y4;85!2FQBZ_o zfaZ6|@y02iuc$9R@=>-OCi*>-qoH_MguN11#~gv*?G_hL-^WLHno2}6yJ1Gic!D|E zfzaAjR#%q;7IB;g=&LNS{t$)L3kW%+^EDW$#DsUfNoXPV{!wyuzEx{nEQ#QAU@;jf zh_nful(lZvJoG6YlSrnSj+hQ%Wi7Yh-`#S~bWe&$Fi2=FOl;c^8!<>qzbSSbA53nV z27{*nO-)eU(C`<-&8KI~dzDe36VEnPUwV4hc129+l8pu#zH(4^{>mU@AbJ=mg7%{? zIOG@|6?J>$8YDG~(0?#cn8Pv$<#m;!lN#Ju^r=RyY8>}KlmHye9LTUN7NE$zgwwkC zrqzwc>$FeKmOX1reR@N#Sku-%1u(M!@U9KErLtI|z`tJ0* zMmyBUGfP2VD~e&X0rs*-9(Ocltffx_HJ_kPY`I<*bJ$4?g@9!#0bPJ2x(pk#`+;|gZK_ot$ieP~@| zoag#O^{S2^NRR_wpcb!Z4NA^FHbl8v-ONm2W~_4ozYUh3lM~Xu zx)OusM6~3NjEo+|Q>`Zdp|flRtvvvYgb+z62K$1MZkGe^YvEhGI0UXA%&=vEBFXIHX{592i$b7pJ=zeZZGW;;L@@)%V&US&Y^peYiTzP-$t$w#SzDM2qHX{mkkq&z4SVxYj7 zhTE0h?#LFzYXN{TcvKFOaNJD32sX*xcP{{f;(O$Tn(z6I4GUC%FucGcRz~;zdg)Z% z^XHWSGKh2`l<5{SY%m;5^b}D!5dRg73IL}VDc}N~U;=wEOY!Z_{V+SBpE(B>3IJq3 zC^*E}Z7o?wlFld~FD%)(md3c&5mbmjnkfc~s39&0saS5dl*@vazz=X8RR-a;9)Nw3 z(X5ch7}}@9mH_s9pP^8-0doaqAW)Y@0Lr-{z3n}C5k9F^#n|N#tqB3V zmM~ecDis_E5z2OKMEr5abaE)*^p>n!ci_1%8IYEpENA5k3gsWol~uVbv49CJgb@0s zB=&^yt?r}XPzTxr0pg%f3?TXt8qF$$5d$FC9r=(q4}*)0v>!fwqf2_4WJbl7(lh^GV- zy4krZn25wwkFHIVOf8O6&jKtSd|Wd(^Y?c65BeqjJBN1ZT!i9&pw>@qW&3N&1Zd1L3_Z{G8h3%pnKTHn zUHAj1idwbD59eoGNfA*;mksHiAF=BpV1RibN1#PhPheNqt#ds5I+72VZfWQH7T!z*Yxx5;e*#P_<0h|dnl5OJ|a92Q*{lM(> zo}dLMu17a{olooS~h^8^MztE!rVEecf&1AszbynQEJceVz%aS;$Z z$bHV&I{b3Ch0aYy9t>YmMbnE}!e^lpk0+Q53(Fa(4nY^ei|Y@@Ke}i0C+{B^nYft9 zuW(})LRyZmCr4X77r=mo#aj(6K~<$XwiWI` z9Hi*D*}&2|F=15|N*Yq^(R?Q7p^`@(%T;q8?o-0ei0ky;z>^|77Vz|PIXNC|`U=c% zve~~MW26{mS#nV$5;+d^Hri8@w^Im`O&|$yXJk;1$LNoFDBvhDAubTD95kl6bJM)L zzwQO1&;~gbR5TT6u%So9D6xh^%^1J~wh~|s!xLR!SMYR^SA(}U7Y@nW{!zT=A(e?5 z08bJkk~#2qRx#D;{*#An|KhIM8_M2_NJDE(p5g2~H7JEai;;aomMvCZvq#3GN1L#* z$@9b7MLrdV)CMTcR`e?*m4NTF!g;#AMpgFK_>5pDALNCXTi1 z>mTFs!TFrUdDHHH_w+T1a=?p$?6wqJ_e?|t7wjA8&EVjogXy(CU9fW=1@ptURpG-T6j=@Uad1V2ONq02Qdl%WP<)sg=- zrv(!$P4b~=N4Y2#bMq#75Sa0tT(5NuAK)yGy`+Sdm6yV%)(D%k?qcU3sc9^!oExF^ z2}Yu`0m81h!X*s?8(#EWzig~Wj$A;)EL%&CWwDQZIcR7$WXy-|o*10ij~_pdp)JJ5 zgD&q3o@6JsUk@HxP@Q3GH))GdB#~?s(kTncla5g;NP09n0azL7f(P;1ko(Rd(k>j% zMNvSzAO#|71|S_|j1XZ#CO19DWFR7vLfdO?YfJyDkrOi+zyS<`n5!pdVkEg5d!mL2 zIG})71a0l8Jn&ZlE?Y2XgAT(X##LZ1k%Y!cEzmzgw6s}+RNzPHg zG}2j=bY2tj6MPCrr-R^{A%7Z~KqF^njLp9Kt=Mnf*C2b5>UWovyiRU3;!%eus!&kX zKv;#5P~b}k_RJ?Vv&IR;0tY9jAH*05P*!y?j8=um#1QKuxZKCp)pOFtw4sTD+pK%@cUksAs=G9xcwQH3g<=OQPgK zZY2g?)Zf^^AwRF7eGoxaija5~9Ut)w4qt=X0ar@)FXEyvru6Kz)4Bmf8qU>3;A_WR zT{V!chZ~*Lp1Sx%2fEW;@$%^<@tZge1qJ6ZF);yQ;dStVE`K?6UVuA~ojSE;ZBYU)3oSZ>`5-lLGJ)*KrOtd>wdwXKcJ8{j!3qc@L;No8ZM8zM6b~ps**uHZ8 zQ8e#rkFnbCF0gg|-xYsCW7%H{^Mrf`uHqDhL1mp1P`S|ZKfJI!VNgA?=M6R>?5%e) zD&lQBro_{(Dx69c!Cb+u02cHh{WizR7&@H2JueIe``3uB zX$+Zip#6=d{o8-TuVcWA7mnv(W@X)i>RiUTqw@azpjM8IKTRJaD;wq-bxbWL)>4vw zAijJ2}!5S9rZ^WieqiFstCFIyX;b@qSsbd9NK{k~7zvy4vDa_)D`?ppC{ zH+n>9)NH0N>rVYG>rSzah;k+KKK{cWr$4Ji|N88avVUd}e*g3TyMKjjJx(Sb!r4I{ zA#fqY9a!vfVjIZ2+&p7QvHKD>lrP;(QExxIi$8uRjL?`LR8G&(TOONw{lkI2U+?FTmO9j^KJgD@B5L=4=1f_JLVi}C@OqEf?(h^I=zH( z?wnM|Qx310Rn}Ns00fclSbAcdl~;OVVeQJ59eFe#nxDSV#mes3osC0p{&GYA>&n2_ zpLUrw(RCf{7CLP&>P|=Wvn4lY1aDPV2YGbI-nS;09=k@n9Kacr& z*6echQ=vz*mF=ZrQB(B)`AULQ%*8$SA2?t;IU-0=Qt1<>L%otQ%3p%Myt*AcIr{D6 zn!M6}nufpsIeN^Ee}#}NC&=7)1)_D^q~LCKb1%kNKrCCsjj4ze8W3tYBNij8WMg{Ct1$QjhAw)KGw^$(4u zDBr9;$L#5ko}(0n@`iSL1H-(G%!ab}0uK(nrr72fzz()mcRzny8?28@b) zrdfN0Y$6@CV@KUWejekr=I#GsiL0w88Ax*#C*7Y7NakkD^}at#8%5!{`NKX6gKdPn z4zD5ZJ^Q?9Em5;NhyK~=uDrT>Ij=um$*=Dv*pkaRnU{w)el7*2EgPXYe6^#q+Jfth zDb?^`J>%l$ES}jVJc6MMg)X8MsDJM>k(0V;xZU@%h3d-xQ?qE>kkRj3 zZIm7PEZCCjA9&KfXsz3&>XXNZ>`e=8uU+k$1H&QXGaobhZA?s|BQLJYKfV~km*(hT zjZ;sfXU@Zca41J;vi7P=>|bujKRr9AD3`qr+F~*i%)7HJ0=LBDK#e!`54N4UdhNQs zV>$qn85-O9^A{K?g-sjdw@#k?war(+vGKg{G$?HPtrc25Z{wAYIDSfYUFlI3Onj-s zw{8Az03_%AodT4Rqej&~H;lCq!b?auCV|_gvcD$ z!1JxDC^T@Cf)=!O0Yt}$0SxSDS*P&7`vt>ZV&DWiGaVfr*g>Z-&w<#sC~H*4=$*qf z7r$IEeRZ?@T2LCq#efl8k**3xVer%0p-QEEq1z%#8^zJ8aWna(KO3VOdR-tzCQ=Z> z=s;lzr>=-c#S|t%9fGe*5%2-bD);9HvVu!xh3O6D#T8cxMYR1jkNQg3P@rMP^X-g^ z$KbHqy1SY1BjEiHf9syAkA;N-SbRH>nf-#Sk?RPqyV+~7E9m9)v63jkzi-SxMYV># zcBrTR+t)UOw?5x03;`~gO$ChsX?URYi+0^Ud~OId8`?_v3_?+ps&e?>pTE*7Mo689 zsoUY*AC2b=i{+4@nPB-wgHDF{WK=9m*s#6TH5p+A&Ju0@ZR*Jy@p`{h%^0%@jnnP} z&O}U%dE|5yQS@N7?B~_Cc{({o9DA@2g@PoA-oyTBzc~*P&7T8s+lg~_BzyH*-Lj5f zh#DQAxV=uIm- zdAGqIemTMR;cqJ$9R;UnqgkpjOcFScq#B$Zw3hSn{0K>nGPfEsDt|-V7< zaXijB^ltIsAMIo7;0m~hBLM+SRG?@Ij>CJ`~ zTlhz_F~)EZ&K~{dav0-?ECta62=RiV$sdpG9bx<>77}uAiD(+FY3_(Sh$I3FP%^MB zmGR%YTn3AwFe@s26P8R^xTi6MhHWa3%^TLr6l$kFkvB0hYGo_7r$e%9CLTXaww@ zURgykjm!jKn}cU%i(GTXTB)Cm&@E3=L$%tM@;MD+j82EY?fcud_l> zS@7_oEruinn1tZWB36+7B>Md|9R(Wi3M_&li)I`jHRzY0zX5H{9Qb01UksBE;RC^h zHRt%6(yu_B)i9q8b1&@LthM$o*)DCTOV`18#SQ~7aU5d%T~%-v!Mb4GeENU(X=>+=0N+sXnNmO>N`PIe zkoMiZ?*_2IlJUL@h7GYgkQPhPo6A7x5ll}fET;HXPX8_ zM==y|>J0WjLA8KCl2nFe@cKPQokd#9Hd*>We?OAouOZ4{5|vspaSI7aujo;WYcT24K3P5=CDbrm0$g6FaqH)g&aEv)=_DXzlG|vaX$;cpb z*r)2>k3jKTz1zw=(rMM40XWmZZieFH*njM6Z$E?kkz)LAPq9bt)yfCXotmM6SuhLW zz&zsAECVhL5&CY=?Uq0Hkk`Z0xw^sWR#ULFrluwV{P2Uxa`MJ1ux+h_Mg0sA1?;#j zE#Qx6VD`379fwK;wjWlkugqzTJ)*-rQYqq7&UOO9Kn#Lcw33_bATA3-fI>& z@r@2scg=gVfdrW59pMM&M(23ZWjEF*Q0LV^XS3w4eL^no7*jg+V+qkVg6wHWfgs=r z9oaq1^aPy0%VE`fR9A_J=aet>iZ(b0#_YpQ1?MeG9wEYRgF@}~2z-o?Y_~zo^~%Ew z&T=rmX8=Fin;*nHDV*OJ4C2UMsR?7E(EV>kZp-0}moJ)?L>J{Yt>ET=kdI@U(P3~?U0DzoM<=bF?>5$D!y8F=wfJBZPyCl--o zupSc(5+ek%>!7kBc@9Hz&_Q5S!uBqyr&BOh4Flv0g^Ty_M@)_igYYHwXCIJzB%JbQ z=vaJI#@ZO5Pa}T)4tXXfrp)Fc`_1lLme}!D$;B@!i)@>Uxw$lLAgtxEH?dx5{ylwB@?L1Lv_p=T#>8rdo)HU^7TN2k zTI)d8V64CxnbfJ&$95xYVj^=nGd*#t0k!VlGaT)(2}OWYQQ!F+pw6`a&tlkG-Y=>H=C9IxJjxAhp5iYE@8Y0i9s+Dzu(om1EL|C4j-#6SU| zu~zJiDMLwh52v{Oszr?5P)7$ML|{6BHPFm)lP&Og%mXPtAM1$>jQ~2U3ZxV=>ochO zJHbnl!vTmE7aqN3wBA3v5>rjCN#Kg%*iwTz8d*T*aHA+m^N7G3oLVa}+l>q<(7~uv zowfP{BO}#7W0o<~!+<1XT}I{Lga}M#Bwj=8_Ooz!g)%Po&YB~MDJ`N@UP@jNKucs+$`_WIIBZ@r&J%*}dw3sWj)XpfOc8nh;>DY=-4fh5 z2*Teqs2aF9p*T<+g7tKUKZ%?lamN8i;Yp#`;=qw9;@P;Qt(li!roVYRD1Ot-%*?i} z>0Q*c-IgN!G5yc;-n@{|w*7h`9M zg&hY2-chjog$mk5;tmE?2$2p2tKyp=&<7$koP{6JwD9i5N$#&=XfCwWAuh zg)xHi#gY|4wM^z(fs(5#2{Du1)huV`dIWJRvG>#-=bA&7D8VXW;=(-3PX?1=5?`Ed zLT67HJjxfnFmaR+7X-!>^rJNEz_KUyP2!G*2r9GmW2?gdO%EP48)zxKX6 zEXs5Hc8p?8BvG+pcMt`USP(&q8ry(^N|UZ4A|MjFbW7BTB04mYrXV795FC(>4MYT_ zOIK+E0@6F&wK+LC=KgZ-y?@^)KF=wM3e5Mt@7`;#z4qEw2{Z_&2gv^$GzasC{m{1L zLnBrIZ8+mE$#%Wr=kk#77DUvdV|X9BZ5nz)U2++9q|p=Bfdlhk>`@Z0k1;Wz&p9;B z)!x1V$}0J~r@$98Ao`}ifoZe*y(4Iy&DF#1parA`;*KKi?t<9*n8zS`8|>ms=}N+`M+}C$QZmd9*4UjnLmskjufp?=~ApEZdT&w75SL!qE3m z4BhwoqV{t!foM018#n^R?@Sz>`S_{GJ7^`OJi)n$%u_J!1(-e)fJvp&22~Q2DylSO zhrGD{tm46gd?@2qV%+RF+KL+a{{3-eN&~<<*>x)o%c0XVF)+rzH8R8Lo0-Hx9hwq) zmCppK&~v8QhQUDGCX-q?YYNl!8Z5@^WTszS0Vg;NB(~J96i}bl<@wfxzuE@vLY;7t|>C#g>`Cv+`xy0uc=l)9t_u zkE?MmxAeisVq$cSnpSov5RA(2P4D6r9>FhkCgv>Y-J(DcL~=8J8H+FS zn1gb1p76~Sy^p|uBELGbGUf0fwuQn%Xf1}Ibc1v8&WcN~Vot_&>*ZWG=mnpZm#gFH z??Rc!14k0qt(aC7o_|BIH1=7ut9OpgQ6%Bak)mG^!>V(_2wY1Cx8|tdp_T|elef^N$ zg*(!XpON7e6qt-eJ!_ipYrPm2wyrcj8-W`6j}|><@AwPo8V!M{@x@8 zRZ~cvUUKUN7762&LCMEpka!()7K=@2xU|>)(KbB0OBiA4lmhBqY=YGmZ;n%b&AGHsdbN9Y3{I{?)8{`X zMOWB}i2jfiS+L{Pu!vG&$0qI6=#J^y&aFV0*HsKu0#$T?5Eu1-&w^!IZk4DPfy zK(5!I2P-qz*|%>WBLiS;)`8FGJRvP%+(Vj%brV*_;7npU3Is}%r_Fww;D7b%)q(Q~ zEq6v9vF&s``*${?bf$@u#U?OChEu5tV{Ok)J?N^Vc=x5-MF+hMmfMvbv8DYW=wR+y zaqu(lGA_QB|1voRn1wM>6xS7-D$ojM>^Ly}tuY?mBNzxkQur8{Qp#~i*&)UO|8gm40ciSDM!pejBf6X)2Zw`hp`dw!70Nd`^*#%qglMn^|s>Ehne zS#fhxPxAaK7#l--HH|?~(P3az<^BE}bA1EysSQ;1t z`(Fj)PfPEOCAP4uPC+*)FE7tXs*QX8Id<=4zK(jmY|szXs$K_U3WgK!)3v&;`}gP47kZG zsl+HVP}scYZI^egl#!~!KSrr!D#Q0|olMn|#fvo_jOnU?5nIJo65tDCAG5>(c3l-X zjR6nU`|%xCwZ18x^O};no%%2du^T#&G!A$$1_qv(qA;@|g)M^y?j5?a1@|i|Ud25A zQR!f&GD~L1vl-uET|}YAg?)RhoS~Fd`M@RTbH%Gg5;qXM9m#C)}7D6SD(a zlCIH|2<5OO znB0N90`5$W~kUxcf&#<|f;7xTK4Iu0K1oF|ZnDpqf7 zWbpDb_u9!rq>ZLt6NH&0^hRk$bB()Kt+UqR#Ky$@SnK^@&W)Cj1HhRd5mWX^u7O4i zLvRcR#HPnlSKoogj%Y2UoDUc`B&RFvbywTIA>C*l zPeE3S&^3Ja)sRBrYy5)Xj$C$?2BJ`|FT^+%wB6xmH(HhnFqyDw3ESV4y*;g4_1U_- zild9WoN6vdt%C^*biX@MD)}(&__nBat%)pu|K3C6d)p50=s<0Vr~qRwlOPdXtI;rm z-K+kYmxFe1Yyp3g5EMNLsv@%792;sC<(~9QVTpyPuvp$=Nvp=Z)-~Ix8=ljy{fWmv ztGaqZt%YJ~Y;4%{X>xKzn;Ithc`C^Y*vPNpzj*zP1;RSmX{cF{=n4Qc@}=$sB}gV{ zBqW5A4WYa`Ox9?5(7b#Bapz;qyyNbb*g^0!p?lkKQ!ZKWPP%y zg@%<86{O=sfCiEmvAe~0U{9jBt*ku~H@E)sNWHhRhrfT6*KhhpMnbBSgu_y<%}bIw zuwnYefkfr7BO$L>^u_o{N^RLS+6kBfH~HJ#?-6& zD?6H0i^T+>yfYCI;G$)a(Wx&cyx7j=`!S3(WJZ2Ez~1ooF;~vnL$hzYo7U1=!|10zM3^=`u3SBGoKda{#jC0Kb?` ziCxue0ZqL_U%3G-1i(ci>uJoHdv8liDN%r@!*vJ0)YR00F(Bj1@oHQ&{>}xvr<`}O zFooUW%YGo$=dcX2YHy_}V;o(g_-PmcS9U_xTSHzF`$w_`f zgL{9Rf&wK%;CAX+TiFEQE#e~v<8$#K&^~4Kavw>(_I-zi$C^e>*~tp9*SZgqc#ljU zdSZam3sGeq!ZF5oo{GWiLi>p~o$JCU{F2E*QX)n`ByLLfr^o`nhGC68fwlUkL11_P zpH>e>{^DpdlXLj*hU$B~Fw(!6W>uiIp9Tk6#>BKSF6$miCm<W!Lv zGK01$p+cX`Sc2sixG?L@{3gWF-ps?<@Csu5idte$)`LPg>yE(1jdaw|%EP}i25$J@ zxvgu~U_5g3e4crYP5!hd5gbntIGAl_pQa!@@i2(O0-wJ+ z{;*>W2DGN5I#C^Gz!%lA)A8_}9db%F`B5?X+c#~R17c^#pr)yAnRKpiio4C|+LC-LdA(_#$bHE@Mp%X`Rmtq3!M|X97Qihl2bUa!CndSRhm-; zM%#xE(}_O#z`#HTHbTMlBol9p5}b$C9S+~$U$dFmG~_~lK_lJZZe~gEy?^Kf0yyJ5 zDcaEyzp0~VZe})#^bLILmhoXR3L^ul`_BPC)dMFEFYSI9v9|vqvMA#`hG98JukE!3 zC&7>RMU)yT1qrB^b&+4hoexU$!moA-%wb(?zuofwk6}Uqmu3}U|B2my^Gp;bCq?lH z*>=1@9GZ0|qQdmpv9A^Gb73cQ1;`6a^Gkd5BTfB> z55Llaozj!NY91ZNe2xy@eEK(3ccaNEjmt)+VRXdEQWfe+aBq(h95=GsP5ySbuwkBx)YdGC8Vi%#>hxb`N2h0izq>&# zILs#?oTybUfTo>z=+{x!!QqdTe}u#b);f$t7Eeu0&8JJR@uR(uGvFnkHSo&*pG?5_ z%8Y!)noImG@<~Iw{)If(K^k5G__+^O-Dt+tKUd9>Lovl?@N|qsUfyZYD!jh65;+On z1@;($YAIfq>GCkB$~VRAkAbtt8eKo#8Xn}J#z(!cS_!mkVWx>FRuHZtY!-;24>%vq z#&Cn$&XVwDQs>Siynn(-(+U0C*pfoVl4MnIzG@m5(Lg82SPb)J=(7R3h+yx}F!=1l z@@I4YGfT+5Ito+D-(U-ZJH8Aums=Whb^&#vWAZzUR40~RzjPeZnbma{n|**p;hNWp znXNjI11H#f@F$%x1=|@=f`L? zSDo0mcmWu^4jueYok(6J)c%SA%tr!A^Sm)l0+;3URW3WjhbQka@pE0Yd2b{pSJ3iC z?R%mUgC1xB$&!KwjtAH}MWxYWJ5}2tx$sHma}PqaAd)xy^5t$?ivf7X*W@1k|F&Zg z!Hofn>*?fUHS#@3g^z7*u4JZ&=fM-O-IN;&ym?)3>-O!MQHwQMnFhyQB%^zX_FZC( zX*0E9kvV@(qXxfwb2xnX;i0v~b4Fd}aH5U395PGesK|9`KRi;rQR6mB<9nd;80V3# zyzK;%U7p|jdrg&)G4dmB5n|Cc*ehZnOL&bLGMx*b0OJ@Q2r2Ykiiw%th*A}hjfS@$ z0a-wbbRDH8f+1Rsq*;N+AW^{#+{)iibRCK~XAZWGD>ol7fz&v(;v9!K2n86;?a`Wn zX*mLOX2=ZI&)wMBWODd$doFC`z~24_67*SC)-)JsErTx;cp6sU^CpR6q^YhNg zDP4GdD}mI}@IN8ONuiByK;)kQcK*F(2Kd3~Nd(9o*b4k?(Rcuwjfsv6c$GV+Ph$x) zdVkkTJmrFLN$*Hltf6@sU_I*4pcuP=-N>|j1uFi|3pSYkPQh(qoX3ogGIn6$h`|bW zD#diLP2el*Q1hKI--{3WYVfdz@dX$3X8!wLyZ(H1?ty|X-@bkLT1Vi9%$rNEQ&Sa& z2h{cf_k0{}#x;&9016~$fQu@3Ss-d?;+sH|&{Fmq*t3&(4L|^S@5f32huP@eDs3+< zES&Ry9967;`p2lEQ5G-O)sZg@HXx8W4e%=sm_W}YL>3qIYp&rt#Jm$y9DIz%G@1as z08-dkz#sw0855JA;Bb%GUXn1tCaMrUd6@7#yS$OV6ibd{@vMZaIT`XGa7S7YW=avzNTK3OoD&GJ0#5&db0Dj zKTBHmUq%L7AwnW|VBCs*nAxJo3)4E9S3GfIA9$}A%)o#zk9s|d<{Tf%V9>|KzEY)` z-+xbgh1Mtr+(6@i0Jdb72@*9rHMI2fM2HJ;4aU&mr3V!cADnq2t^NMc@u2by0uceB z_qj*QZp6pMy&y^(bGg5(Xw}RI`dP@&U+1ms^bC&-dy4*U%*=(QgZ4!hV)aDh;z~$J z$li32ig(}w#Gs=Mq1>g?ZgF55gFL^Vmaix4Z`c|GF_CHkVc|ZWs9kamOx&Mg3ng}L zV6nw78XAk?8wcstBut=_6FZm~Bi>9kVLRu%nTt3V;e*pll&2nhiCGo zs-Z<8-1+q-|M#VN7kzy-vrYXl5E)6&*z5}<(fB$pJNh2K0gf(3v2+Q&iPAbSKv&RZ zsKcVjU2rHS%?9KSc(Mo@l%Aff;s1_w5Wf!f7*YX(Kt}F07-I!Y!k@kXXiwbM0Q%uu zZhB^)BvBGE`-lO6R33A|J>tUAY$bXWF?%oH`!s|+{Awc(^lY@nh`ScK{R0Enl;j@= z?rxc}X3ZKLP{ghid>njkBEe2v&g_B#rx_X5pv}R%LVR5p!Vl#D+FDBvztDOLciL)c zYn#C~gx0R%%V2C^;2e|5gv^5a-qa*PMqIm057IFjT%!69Tc|FBirKlw{XR|^lx1Xk zTAbM(fhpq{$Y!=lN&;vpH)7`%ZNtMzEmtIaVEuu^Sta9Ko6y6mB?dz=rr|*JyLTV< z-O01_)#=^4^?%e0nq&66SpZb>ELA}>2Y1V3`_RjqfTyCY72;S>&0%&#xJtr|+*~BhCL@z*~!LktY!f zRm6EkHsjg_!TpdKGOEq&FL;KE@Z9%PZa~aRkcuyswS07clqp7 zJAFD8UUkJ^Y^&t1dpd`4{)gZ`&iP`euhSXu^4Zmv?`u*qAcd)!58Y?FJZ#(t9EG+< zwzRaQVBO0iStkd$@dapGmkWSUaD;J6jLxu#*3+M1X>tnr@V0b+)n>em>I^>7gioTE zfae7&&nCBNMA?sz_Tx_6fr<4t`}V{pqwT*s6ga3x=K>gRf~pNvxM*^FlCd>%jEA?k z>DM|KTnQuQpS42;g5MElZE_wPLFZ3WOiZjCb}?}!s+uNW>!MF1$ol+zd>6ut9~xp0 zftHL*2902UZ(HXoz6rCv@JW?HF|1pc^uws>vn&-=)l={!^^vkQhXC~sK8${FRYETp z3{=W!U!`qpR6;C%X#Fy68*Ppwyx??ZuKI$HZ&(@MrV(ghWo3nn=YeVP2k6x`1B0%U zN?yag9}fH)ie6~BNkaA3_o)$LdYL!qtpR-~V9vA%Mja|wpAO28b39YqP4k;^#u#^q9h9xB>^#qikiOVfS*R;ebe~j6YU!v~aUn1BGdhaAYtooDFhrtOa>GX9F`IL{SVt zw%XIvljY^ii>P=6;no|;Sr-4w5aD3m>p@$A&%KKTKJzdfYNp#wVlZMhPW+Dp{m&Um z?oQ6++1pl(cgv0|SxPW642tue$GS&4-JIVVhWdMr54epVZL6vsAL~zSPikc|A5E?uVBdGuU`kJVQX9GWjO{_woFR?sM+dC{{^}-`{((_W?wo~*!f0n^G<{lOq zd4P@gaF*K*<>4LK@xgo+JGHMu7=WbqGnbF`Zq~Pd;XMAsM8!9$_+a$$0-kTb07G|4`cMg{3)}#Vzc(g=@+?Ys z9{+-yTy9-yvKg%qWo6})c;PHI6f~jE<73STiqBL`9WLtp=L=>ZnbJ@&Ok6iD}ux4{{8~)*FZq%+8f7@E!S;|L)Q=@Ev2(SZP8skwaFG zD?jDSr>(Hkvgf=1{FGRERuZ)5Iv!Ba=S?$vUwzh``t5IiUAG43;hSHFVy^62aEpmU zCmo4Ie^ypfU^@cAzMFJJWi zfQ-sc4lMOjlr~CmQf1=vT7S`5=w;h2Bd1<|Hzz7QTq9IZRZWdkw(u`s`bt;WOgl&0 zKv4nKGN&hJ)j0c>*>BR<*B>m@u`f+Ni+GgSH^g7m|H$-I?Wldj>tMJ1AJUiK3XvCX zeaqkbCStJhT4>WyZ8aJPO^y2&jBguW{$5aa_?5FqV~V)rUMI^=x1zca9R2ah!}U)# z=V!k@94!9j+Fu@fC57T@rr`Gsv9_vj}Rvp{?Ma=ox#RGQ++)_3Tm5hAY z=Y8sHk#i0^M7{{&l$rg~ImN$DVVlUMz%kA62;{9fqA7QnwnL`*`gk(U_AiekLFLIAPaR3G+-&wq)3Ds! zSL)ojwC$&Y^u`OrV}hEULZ=S3eWs=PCP_WZI$SL;3| zYnknrYs_ptH|g8CTa7(lq+6e!kHMJ2yH}@5-(^bl2s;+0Rd?lSCAY^~%$9i2Kkh1f zq~o#E(73i=jWn+u@JSIAl*$JJ*ae)l0PqBj!wdWZNr(asTJ5&RM<`-`4%T&)M!@DD z@%#2CVJx1no#7H59v++3?q7JkOuMV9_Ug&TY0K+heOz7C^g*ZGC_+Su8+rDfQC?M| z&)~CZEOvW!U&Q8k=Y-L&4BcrB)rKAVV;6Z0OP?6}cXIlrBlEhijh_={9Z@Y^(d0Bd z+*`V}Zq%pT>}qM?fYe{UwQ3JeZb^&H$y%-PWZ$kpwZ42fxfFK1PV3FnOgd@U+}Wsk zM#mu1ut=mOZ}{lD);h2CI&7xlyL;=mw;vUMt1_I@JYO^N$?R|M!w2^v<*BJRCA)qf zY0sQwJLF>!XVu-kV3WuTZTH>m$qY6_s%b3~6uP(g{az4tu{aLEr z8dktyrG<~IvlIJddzGziUwQg??KwBD0nNUj7)`Nk}38MnfAf$o5*?bzk}VRxhivX( zuAX>?&tG0eac|g{&z{Vy%L=zUr?kd@Nz7`G@GpyP*qYd{Xj7ljUcIUN5^whxi(k4v zMyfa4zMGWTq-b-pwK2DB=+3mI@1`PFL#JfWmy`4j(}5uRC_^xq^KRyOJuK53pGc$x!TLMJN3#Mi$N?V}%*KVIop zc;&%l4O^ScjGltA%}0+O?PpUOqRhb#mr|-RkWf@jLsBY8)cAn5LCXE&nF-9u=q6 zYVbkvXZna4t3H0kV4V3*f6rgu6XWY1!Ef`4E(5nq;=}pLgilh?h~DEpnURsTWqr~& zpZ!=JmK~q1fgv1|g&6&;1b$d%k_1rx_?59B10BBW8zzCq`th6Oc3$*6%FKD%&n3wz zJ825z{K4?Q5>&3uHYK;A<(gl#~u(nMxzadDNKDCOVj* zps>o3^}BOTod{!V*Cnc|s5IO)j%ML809qvY{rY@Hgug7z6;k>tj0q2#gBuCO^ng`n zL_|b)#$?|55O19~Xgn7|hXwB$0YErsg>4^y^YARGwfXSS_v{<|EaoGfS@hioVF=zm zTstlUV|*6d&$_};qWkS;LNk36;fDQsb4`9oCsrCEg+}5(bfH7dh z1AF%DfkU<5^$kg zZk_?l&0hZ0T)}OXGseuw9boP4oYX!Ig4wxSE7#k%an%5a??T2rHuvgds$9}X8blXi zS_PZ;Zefjq1S$-hwB9Jw5Y(E+sri}Fa~a2!PXBR_B9m=|9x_=K3C2pl3gC$E#m~up zfME(AHKgf`Cf45}DpgKWk|f@|E-GqwAk2om?HyW%d7zc?-iJ>@6UbtNf+^+?Nc`j? zya^`>xM~%IA?q)jp(^sP`t`*Ri?*CT6dn=L8WjxvXkvqxW+B7@o|%Yg<|wKf6Pp4e zY}!uwnt0)$h%eAN_fhDD3ReMcaWJpm0>qmSeL!K%$8h_}*d4GL)L{<7sh8}?M_#K; zdJ3~dQ+`Hr(`=}KmPe)%M@UW&`ldH{fWEaOjp7ntVqTb6nPuq%^M`Z>j?@cE^jBF} zz$nQ8+T-#Q*F`p+c=`JoOua=!_8RLBYt-1aMmh9G=;n$fRK->p$IyPlhO4q8$1w?| z(J_D@*jHXO)iR_Nld36I_``{HH@5@FT(m2T$ESxSnMIOKM_S?gq?#fqh#FmlqxZ9` z@N$|zhJ^7Z+wh$V__%!o=E_?hkXFGI@k zq)!J1D%vKu#=gTJX=ekKg>5wvUC(EU)=!fi*ohj9TX+-|w?&0vXhWl~sRA3HI$d4= zw3%Mn3`R`Y=Wha#Lpy+M2wE1l^|$wJGOvHFtg8ADpUO5T8jDGB!oSe=0(W}nYxh~pta(^CpyDAv{MMUc3 zm=2Ehrw4-eYB)c6_I`L&#RBLbSrDb9AR&Nxf;`CSx+zNC(YqOD69_`LF)E=(j=jXH z_^@%xR4(m;jLVZ0MtCYmk=Nzl;UGviFHF8{`S?Iq6=D|9|KSaZ^=wJw<(N^gvMf5t zVmtPg3qtdqqhsIZiR>+fh?t04nJRfL%Yr?~@dj!$HKSUkM>ECKZewCy5_cgNQ+DZZ z?x~?V4}hAE$-=`@UsA|xxTlys^*I<>E2?c#19u|5!OWc zfEgc7k63SoF{c6k2cnl#R1GE$%erP%#38{8;0+aw|3;j+bdyRv-R~vs9>j|}EJ=Q$0xsTqufM?}BDO<`Y}Ex8s%#zD+Ub|u%2M(6qA#Xm#}4vUV?qr(BL z61GM4@ZsAL(MduJv@H+Qu0{iGJnB5j*2wP{ZDKYwG}t!!7^n`t4T_H|g{V7V-!j{i zAwwVuy+AOXip$-qS(musXw1EN))JU@u)qf`+ul)@K4t~RCLZ4Y>ml>skH;dfN8e!C zxepg8AYmDcF0nL{#)1fy!8av^a0?PaoLIbGd9`>Er|okIV8r^PF)P%x%=Rdt9`!VO z6dkRAF^Vo6_YlN?LVPVzy$IQFxn(-Zs{ZLlBA_Lpc0MO0Boqr}kUqwDD2Mt>;4IoW z4HX5Rx-Js`8iCRm^h*2|WIoRh=kZ~Q!FqQKWLM6U@gKyi4$W-q?WmQ_T56-^-`SfO zDmzr*)&*zyhZx9OB;#-n#6@gj((TpzymtLgUpKY-Ws3!9$A6&~I`-xGPpf|dY-pD_ z4SXbu2xAtvHBD2kLK5Ai`;I#G1TWV|q?Y)aF}XWbcGNJ+=u!1J1vO7d^xl1Rz zYxW`TGhbr$Jh>3H%QpF0D5S3BoU~2gR%BE`ZnqheXm(A~I4LYIn@|nkTWaho^Bj?| zM~_}pJOPi+LC7Nzy$-V8*N6?sLH)&xghfU30g_a073pLiF?d?B<49C*YACnN5LB~m zOIT=&wwk>N3@K9IMC%5=Tt4>oDn=(HSmwBHCH&J{F`-I{SU`Q*QGPf_X><^LGQhAP zi#=<@(_Gc9X|^0f z0fiOdu=uMFs70YlS2->wiv2jf6bTwtF*IbU= z`Z7KUf!6!t{;VYy2mBvT@KPv|D;pmL-_&T>X!PPNBAu+NL@176$k(cHzjL3i0Z%F- zPAx;k^UOr^%}>1M+-jCN3|TqW9KMo(EVZ;QPuhf8BLT!J@%i2*HWN$Nv|3Z$Pew$= zzX6uIb@D}Z5kj6Uai(mK=hn-0u7^HAglT8(-l?p{-y_-edbN^j{72`d$P&-M+T}W= z$d|k1A=w;x7iFDWfuBQ=%>*P6@_h6QPZ&%0DZY3RR*c0xVX5U z(g6F2_XD?S4~!8NKlH10d z)cAQXHI@UY=MkS-ALyT~sywWL7hwM3!nD#wzF=_K4flh=)ToRlR9jaHun4oG-}I

KdkOeP0X$83Tv*T>Fyn=;#eR2>?X#72WjO*&a#1 zM7=?Oexfn~-)Is2^plI9S>~b;`^1$Uh9+tp*Z|956Hnx30A`M7-%;;(l@$O}LOlIx zz=NU3UtEdstAtMJNJ2tI|J%Ft3?@>XL$kcD9N?3zC!XBA<0a#meEIjUuM$O=Qljjp zo@8kV+@aD^ugw3s1?Pm_FewzSA6p;-aY*a-?_jbp#Ox2^SWw;SUBttOYeZAN?rKl% zuaQDr19Q3F)#UN3`5{?g{xuET&}s<;N!ExuD-U1AgWoh|BLO60$T#P0TYVM8prpUC zt*tE>e{bT<6{UNX@mEy^zgOb#L9ay@*}gS0>W3Fnfa$$gUbb}OF@^%Swkp@TC?Kt2 z!Pqt&HPkG6cy8W>M@^zKaY9`KS9-2IIJ2`;6 zD_L^>QAWDXn4ONp?oj%Ds2wmZcMu<3t>wHY6ROfTRAzuEU&Dg6ijUq+i8Tbut!o|o zVJEancc{=?RkPN|Ai(Fv?CtBvdv(V>$46_&bCJ}#`qRgyk#%Z|aE`SAWy*n`ONShg z8Qxb}m1+B+(j?FW1rn2mT2{Mdrq$bxS;guozTLs43bLS%S8bUYzoxa)CrlNKx#Dnb zP64GQqSG(GlLIM%0hGb4(x^+6MCIJ*CP?l~p1@D4c5Nv3vL^~obl&qeW-W1t=;su^ z`+n%;x~MJ$c2sW&XthwpZE5Xks}zSX_px>iMA==^*|*fHcyYdgV{y$evmBATY+Jgu z0s;)yw+5nn%&{JG>DNE#U-K{Ya%jpoO!|jeG}%pXF#ye*@A99Szm+N`LgqZ5FBa42pZ zaG*9-7^TB)NZlb>wPSq=t-pnos={zYekF(Q70^$CT)&e^WWF>ZziuFkQ|Mn(Hw@Dp z9)x>QF|uMiFX|xkt(6YIzg^r^mPdSlnUEA0@7QY@200z2g|yBRGCcHKY|uB{$9oSN znPI|z;((B_u>1uMgnGq3YQrhkBMsiV(Kb44A~)!{vg=X*yoLf)OR%0R19JrrNFf>k zH}V!4_}ymGNAJc6Ag4%%yEHif-3nzD6#-U&T}zmx-tsa~49skb#5!CKXRgAwm4Jv; z^#7q_Qh`p16e1W!#(om)s+Vo8itRRF4pMoANTt{N2uJB|c^7_%O2pM(B2~pVNk=o@hab}xO>_5=%{}pH)hW~>s+;OC@8wOXkHyA4 z3o6dViRgPnTtvs+B8BZy#Ujm3vg5Xh3h4@2BTNGD%xp}4`J|7wnW_V6V&u;kHIspV ze-f%}jKO;WS*}eVcqIz={kT%&GD}7GhG!8aR_;R&`g?F{z61**Unp_$01 z-r060Sb`do1%5-TA!Yfhr%n?a=3!)&o)QTE# zK%WPbJ2UxP{Wk-;QOOulZSYG8ZE4X0>qNv;=@43mTc`ddfQ80Klu;T2f)fSTq<}=w z^41X23A(~a`Be_xxhytSk;Rt{_ux-#kVf_AtlhFq8NnMVy6Nra{E2eqjonnF} zsN=EtOX+HaNcrlQR9-y<=z+7ADM-FhtCTr87-Lw6@PLP%co%vC!^n7h^&|aB(xW{^ z5-1J8A$u@$YKw@(n<40TsKwj{rOrd>YK^tCSc3i@&V%00EH*KLgV~BsM~3cF2bz+{ z5}PWs38E%B|H>l^00xQX2kz$Rxi^AIh_=A2@m4OHg#QLp=p%>GgTV7OB?^ZrY}FkO zlLBaWrHIfX*o_2$B2Nbc{PYK{Q5=7lW52C5Hn z0@zF-xE{L>8!)s6(6SLlOy^*U`RkRGH>mf9mGL4_YAdpdEkeE%wo0wQ8?(UOYeIWD zAGD`A0z?Q(J=`7P%de1q-AP)2ht(mMReh+x$3saWo6gP;<{}hJ97bDp^KtvSN;OSG zAZj8)V-qj~F*bw!&g1=(WhVF{wjhAJ3G09~`jx^Wj;6=+Lx@1H)5luVy^><0qNwLZ zK-4CExEj(@LELRcP>=x>^kH>&9GR>LQA*3MIV2I;tJP9%_^F~s6UIN}I_mH+D6s(U zETiF)X z8>D4XFr&Ft8D&~5M>u z98M)NsUN`>L#lZi{NEbAP@=MMY&d;dcAB5@{4DX@sGDOs?t>;~<_WD$cz zC9cBHQPVNZnT@kdDk%J`t-w&kD5M>}$;E`<7nI=YsH2D_)cW-q5C54CDmgKR=7VVm z>uReq(&iYa#DhTGN!l0?!66{Z3=4u@NiOequPP#>Ly>|&7TlC9{N1zzfwfKo!V%F& z=?pdmoUJjvD2AwAV~F4BgTUfUYHun3gPTnCm}5KXiKF&9g`Ab+rFk~7#y(2XpK1@R z^Ns^}=aiLU-2Td{|Ehs`2CXEB>X9!7vht|VC=`lWTMbG1ZZkVE)Ys+lx0sL z^c>W*tyE;NA(6t!#aSEHCOz1NtGpJt=M1|ZGITnkE+W{$?E2RR*Vk7n>gqnaNLExX zbbq=o+K5fjXz%qW*XDYs^@LoEsO)h6m5*l zwr$)pb3iGN0B=vv27K%M^wG+6zN0D|aqcGC5R@jGxhS9>Ko~<&EoKwW7|%DUoG~*F zeUC;$|xSg)#ddHDF}wRgV#_zcF5XH!!D{M+<@X8!L2nV-M?r1<_9XMEGD z#9x?q;2U-e|NPI7K#%dCr|{2HpeI1T{y7W(JcWsa@XuNJ<1zemBmTJ&|J;awKY{;$ d&O+b#M0R+|6- literal 0 HcmV?d00001 diff --git a/docs/docs/guides/integrations/imgs/chatnvidia_trace.png b/docs/docs/guides/integrations/imgs/chatnvidia_trace.png new file mode 100644 index 0000000000000000000000000000000000000000..e573ab26089daa5b30254316e65093837c94e337 GIT binary patch literal 59336 zcmZsDbySpH_cn@xgd(7HCo&^5$& zczmDt{r&OHTC)~wX6|#}=bU}6eeG-SP3TKixx2U&xEL51cNOHNH83!45n*85OuvH# zJ{ip3IK#kLiByn&@!B(GbIQ&2wHzg47q$Io>QNK_Ee{V5n~bcN?{Z(QJ51FNO~qEe z#0{L^-rl}7df!9O=jx6v4k3~Jojr6)ilRmiQ7|GXZ&Fa06% zi08=u0+-**)C;4)5r zm5}+t|EBOfhW_tB(nXX^YN^>a#Q{ThL!X6QNMl?*>=oVXsB^weSkrD|kr# zU6wpWc{R&M&MQZr$B#$%PSFJWL%#yGYP4!ZoaUd@W1?{Ih+R$>*acTFS`}+2{#D4j5=ee#f1^qU8Ymb4?=Rye#THkY_S2?}4 zi~d)t$?d_k5cS0^O8lU&DWNcE-p&L#l>8vEdLbLTt6QSJ(4do?H{UammuzP&s6**M)vMHCfD*u zHSR=Z{MAvkwTH~#h0Hdu)a9nQ>lG)GT-L!;7)ONngi72wCh9n1Iqrs^=ShFDV*$IdXHZKoP}T~LdPPOc5) zN>%RN#*4pxyq#^mVvn-c@kHVb%^0j z=-(w&$uB4-%^~{wj3!=Q29i#-#OqG|yR$WrcsI0bjJju#T6bPQBzc|HZE=-*yVm0Y zCi-};zn@_5dMJTpFWZBUu-zlFk;0kZCo_;{1hQ`ItgpgF4nGL?kzK3yYKfw+Sg@z3 zNAzN{)Aw{d7%EDr6koVl6K}Y3;W6{gqu0K5;5!$P!(4(Tj6d-}5G<>(*qcHnPDw;FID*RxbNZf=|PDy46R1 zDbQb@9EzM@Toh}1{PRrG_TIEdTV26^A}-GuX=nwtK8Q}aOclEvcG!wNbb52O`iPk3p1v!iO{af1qbdFX0bd$BxcB%;l_g8!Sew)_kcrz%v{rAF^4^49S z9|SE-Wd*twRzH<5z`^k3$+OW%&0ZDOL4-v5wPR=}urc7;G|SVtLSz{KM$X@Ttyu1i zrA(|}d8^=o`99vrCm7sHUtb@idTZpy`NTn87sEQ+b*7;?oQ(9@oN1rUTecuC!3ka?~sf(IK7b)p2<1sK7q&6{)J;-+2h*wB1blT57fY<@^`PCtW8~Qcu1)Sh5LFN)#bGq}VBqd6uaf zx7W?SrxXiXMr(X#_%ge_4ehpANJc@HyAtpC`oa_x6_=}M;SK9AZoOxIWr?xVT(0)8 z^D^G%tV`$`hksYqaAaFe^-)FBSSh!`4d`f-{)2 zg`-9+anWr5xJT#u5^X!*DsQ|h{+}wjqC}k8dTiCg4|@yEfX8rXIHC)SV{1VmgN>ye zEZb)FcJ}tz;*L04TgL-`|M+nem7bOcb>PMp&F)U<&Ub)y`Z&O4kL^=kVvg7QW4pSP z4gI(5-qXQ*+52^}H|7An2hcD&t z8qv|!l#JW{OENs33n##13Pvn2sjAm#1b*EP0++YBDYTRP-4W>@jsK-c(zwd>|0RDf|D7*k)Xn}O ztbe%`mx|qgIpJW)|BrJ0U)JctvUX2DtY9ppJUhxnFxp;O}pl$z?Ou z13vBZY?7$z63Le*M^Oel(oYG^Wz2{h;9^ z=h=+XZFnOUV#Jx*Psiwv&*6G29w+R1@I7kWE6LA|8^v&Fd^~BdINCNNGL_GYNL5vJ z(tD#YP+UM*I4L|Fzay4a>xW;5lC?EUod@cVMS1_X7nqZiWgn!=Eqg6C$4bxldnIHB zR9#*9n3D z6*_pmP_2rIuscqB9LqGJZ4q786<@Ea%dIEw6v5N2j5t!Nf)s*oZWfC zBAhLMRHN@S@{0u zl)n~n)P`K>Z6f!ram450jc5MzuhY;}5>B5V=8u-z^fs8RNhxx?qVS(C`6NPFnepA| zWg6lQ9)7l5M9_JK+na!OSbqcs|7Y;n@E>(i#i=45d-GwOds|gAJa!X&j4DaLJ!bsk z?S3~d34855(W|oWE){$7 z9|~-Su!KZj%QELB#c8jVR9`d+4GlCupOxQw=WKI%gqpPN4~=oFZN*LYIOM zICL8C$jQkC&5?AZVWAPMYaEk&ifmur@>%fLJ9P@ErU^%9o-gL|+D?|SBO7Gc#o{@= z_X%us%b6hcV< zZnByi3}n1DQ2|{5MpRsXM8U3CX*Tpzol400x4MAKva&t=!aa%K<`1!&Xw&5dn%dmR z|CB-E>YVorzpydb_5#EDqyS9pfea~ZfAm%rt2on&(eXru4Y|1Qv+gARg~F<7It~tK zf2Q1E-W%3wA5^_4{jQPU;X|q5ds$xl%TT+!6nu}kcHnEwfY_fOAst+|ClkSlWxl7* za^sbDNYB-b;CI7$52b?ejoZI6V6bVIyceAI{Af_;-d}F1)^K@dgWxu(b)D`3847&+}t6EB~9-}n+T`JiZ7{*z6vT@)TT5YC;mB4My;mE@|uK~DJo5HIK6 z^&7a}5;ruI&SAyd1Q1=0FE8sX?n>rs-G1AW&7J~%w((Si+9~dCa#>JHux7F1Rucc` zECN!nmA&K2H?U_Y&YoWJ9d|dTL6aWt`Z>jh=V_KaiCh#B z=X;%;Y(@`LIqEFbRz15ugd z;NZYcmy@r52KI4(7eOo1(UT^ocqOM}Ys=OWbl3EBZ%GurS$_Qnj(wuiuCv6r<)?Zk7Qo`AqPlHo zs_3YwCYN3@1bC2C)3NlXx8Hn@x1sNEncXJxK3G+s-6td=35tx2G-Z*tx9Ck%iRUm_ z9mvANBjp&P^@%ch@E516*;%XoCUYi5*7UYh57?#tK>nN*vbL8jmcgf#KQZJsZrP95 zMhx3HW3ee|s2?yhFa%PIco>(DfBvZ@l-O;dS*+99V^9}X7;#P|?E7ihX5{M^$0Z28 zjI=!oV35001aK~wBbY6codj=L|FX!i2!u{)-pewEzK85ESUs6H!VbTFK|r)#)axj4 z)blb+P+mcy-c?5M(Z{BjWkN*jqq#Eg4)ewW+$aTz$selx9)CJwHx`~+@JRAPxS~iG z5{}jO%N#zZ=lNEIKnVt~FP!%uu?aNlz1<|Gq?}w_G64u~PS;bCl9FDp zAh?`BbO(cjgJY=JDBXHEPiP%>IHI>UT`!WQ6rb&ZnuZGB2qK_WE!3@$mzV#hU*lY0 z1Q+iWauP_6xQ5*_^UiCakd%~kraprRrFqWdSP%VtktrK-2M^D*@7oJLtAS5_eJ_*v zteXEsP`Ze5u(04tNWgtJigd~u!O!TpxW2sjh*j!=GDOHn_N0mog5dyi0q7u$kagc2 z3kVLz78e(T7EN1BSj)Z4P8`7ZE`5^>)6-F-?X@P8TpYpz>x+2BF3Edp436nrvwQh^~ zI8#ZujM!d(o|u>jt(~7=xDlczKij(t*=A;ORv(lefKmXB;+mdBQkrA@{7(X;>1lYkr$DK$D-2K z6A-Vp5r;A9DcQnzQyJI_3hmdz*w|xAO~bj#g>LF8K9*EF=an{Gm0eku9(|9>?65XsY|DMqU4-A} zb&hIbiHRL@{B4K8hsM$Fk8O*$x-?mPR(SdvW^Bmd4u(y$Y3#dBE*_i7);*5|*l$aC zL{hnt1eTg2c&rAV0DB8)HE|N%l|VHoYXGMA^=nz0A@JZKfGn2z9NXt<7Iu8Njkh{g zCx{^jrOL4APV%Zu)Jnx*)hb#H<7{Xg9gSysllLVlNf8jv>FM|$9)BkTt@&ngtXsFt zSoin$JIhmnp)ZTvepFQpf%ya0QzDe}CblSv3RgB4VE?3f zcL{5L=|>-1SnTYb!%v+X>xK5VJ*&+aP+RJmkBhs|$?5i#fnm((^u=d36fYQiO}36J z3Vf=HwCx1ehx1)z4$sdw9L5R+f+hv3L%cN|uar;YIpJqP%H`xAo8C{^uhh}{&$n=+ z2Fhgim9$=B0CMEII*=+7Jk_)i8SZYI&g&o!Y{zmbj~^&OkiqRZ4!xd(#PWB@Y<@5u zVAIF0>tg}OGk(ZYHLzkR$N|n$XRP_})D|kY3fq1vh=hcRiOK0166JD`Wq=eAJwCX4 zY9MSQ^L-!f_HG6WrJfKuD%ULxKi#1xA|hhes${#m-1mq|39}has@MP`+ses7Cc(SG zT1Nu>qM>*r|8`FJdGqlML=AWu5aq&-CTzfRQ5qQ;iK91pDfq1y#~`zf0n#!ugj7^r zze9wa|493h*pJcZV zr_C<0WGg)(OWG;?9<9mZ+jt~g#?7}F)zZSNsszg|y61yw{h#)g1_T5Q@1spG z9R%PLNrd#WT!1dTw|zy#!NA5AzCBg9kD!IjE*{Lt^_cPWXDN}!vFrU=?oKA>diy-% z?3d%5B#6B4;B{V<^H}y!r9m#etcN=&hF$g+71DgRg?M;)sEqKXf4qBw6M2+S83vXYPUp=XlJ^p@Rd<*PlPXd1hM{l2$_d}!=YRJ0}HzPFo`zJNmY zVi&{Y2meF}`7Yiugl=95$s{}&r?ONH=lP6Dh7CdGa(Mdq?1pJ6DRoMOd z^G%8Ss@f5KHyh?R)Ly&xsLN@!tPSRn3)<^f+5sRm25fN>uzxl{Edg;!nSoqUH9A3|5=fNw-PW$sRV;qDFxwZFnz)xP~vC1TM_S%O(dp}Js4Rj0)OJC8#LP7>dUnNPa_D>cf%is0W z0SgHpwr;hq;4$xb;D5Rle{&d6ffemJWAxG1xNOMD*_reC$*wQ@Z0MC5w|Pell@0sx z=6JM_%kneXCl92-amOQJn~l{noXgEgYwql1MTpnAZ_$a1r|H?(1OhvKnWIV#*jhkj zq*}(b8l47L4HIhWMeofgs4cC0ZkMB#luNgocAw1e-%rjvi^<(b<%M0>div%(EIYMI zj29SX!(owtkL`}f8}(nsH65%$@S?9$lM2&hl;U`7e^33|7z=z+MPUBB4Nbe0BvDAq%C`U1Jv%*PaAza*gH1{8^* zciI-zh^VQ%0Y+6H2L!JUWRim0GR~O0^{T~tZX9Y^O_ecRb18hhg^T0qcJ3rj;3r89 z{bTLx&v?wn94k>{Yfn2--W+-jA1sa9bQL{&CQrl3yl9CTRh_9eRyLFhllcF^%?nC% zp2T;^+J_45?VA%9GY3I#8-f^p4F*Wx-q?1tW&|Qw7*P4kI)}k(b$a*B$<_h$&V4ca z_5t%}LPAccwgQ-B`~+=T(B#$0e(?d^oNG(i&3tvIjvCc26&4wC5m|%HlUVhA(w$h{?vGlOzD12 zAyLPrTl!xsLqhJP`Rtn49&NUKLk905QIH2~53+!`6Ald30$FL?f(6{3=h3(&h(oT; z3ADw?v?84o^$+rBcADGG|sANd*=*YgEw z{}{;a{^#awRx6s~VG&^qNLv5L^R`a_I}Gdfy}0L>%wnk(#TdPS-g|cua|WzGvXQf9N6c z(291`9bG{z|GwaD^Ke(_tb=oJX<>@Pqx6HiWV!5%F0~EPX#W?@&>!J^4Z6JXq|4Bi zjeui~iO#C$K*R|nVLt)k+Ktu090H&-K!-6qVwhjedUwQgMs{0dS`B8qqNY=uK4R~W z=s84v`SKjdQr8!Ft>@;fjucXYFu0pnXf81Cb*|)Sk-^$T1#7+cAsryj1O$;vH1Wwh zJB|$}^LY2Dg%`&Jz)AvYPklw>e`5T|X7vil8-U>LJgjS0{2UEP>PAe&`99)OH=JflBE~ zh5b|#2-5mXjHN`y_91&@w6tnqr>tfg#Nd}_tU##X0Fh{$+YCU7zT8(iRB#M{2_2i` z<#>BvWq#auW<;qlg3x#&u-&J(@L>NsFy``r(R&rg=Zje6$12+#B@c9}OxL-d;#%~k z%5CXZkhyL=?~#?=JE}9K5`5a;-cEIgV5L1L-FzXt`%~cXBk{+Nk=@Hj)FNJohl0C% zd-F^2hK(~bk(hIH;OlR;iT5=$G^$rFu@m_%IWGPEUAHC@!4xbht*uLSz0PV#aqirC z)Hsvgtyjt8(*p@D{d0NA1Z)$8&LggCLs8ebF-36Y*B=`GdGWbtHNBR~i!*}Z4(78J1@$qtE;2GicBx&1W_Bq>WASFA|m1%bkQ8p z$Ufu_S}aZ+ovLH6e8k4s5VU>5#q}N>e4{cHDa9C^_RGU39bw%Trl%dTd_RpMDKau* z*k1)@b;cQ#ZC^(XobZS&o$_ozz+OFJWN-q$BuUWbb51-HvJy2Lg-Cz$_;J+Zs=I&e ztM)hXIDvqAV-~*Qy)t#Y=vBn|261{kTW30L+0-npj}v`%HoqNpIK}nk zNdgEM=jY~BO-$(MQIHTjWYu7m2PdG?ZO0OqT|Xe%57tvw%r`~~fl3g8P17dMCc?-V zq>-h_4U87yIzKk1y*^UdDMcW5%Zy$90=TG!&CPH)TmrD3XD?p77|MMWd~Kva4klHg zmBFIGOX`qfQby!S6 zwvdqby$vT=?-R>cgos4_k6HycMULw-yesljMBP}9J3fyUP5C4WmB;a?_I{1emLO-s=(3mYg*2j#5-B{Y^vfH3r00u}*oAZiV$OV6xF^X{umW4)up5 zK+?4Y%Fw~uV6b7mH;5))I69Ur$nFD0xLeb5r6;w#JL~FTP%ShptOcmwOiWBPkaH)w z@jwI?Hnz*o_aEv&CGt3jfcSe1=Ed94pz|U@j@B;*y!l352C5v4bSrJw#*XJl{dUW~ zlHRMTtEPSrG$$TFF6S2(K(@gM+Rk;qBTD4gl$A8cw@+;XvKr zU+G=xO5}xZ#3F5KSJHf{!Mn`P#ofJ!H^F7L@dn~b&}M{fW|*AAe!pfVt|inQ`}oN(%|VqV4N?b3NdymD!uI-NEeZyan*brS9z?j9|J zXvPH9a4{Y3G@;FSEaG!=a%Yb{p^du)1vw86PI`gFTgv^bQHSyZ(yhX-I#h z*o!S)eyho!gfmwsyo8p$Jf3~*qG)&lT+O{s4C&|&66*vr{xT7LFICe-TfaS)8ZUEW z^@wcKP1?A|n!%P9?i6tzmd|%71&vF!%TzGywEZtQ6bU9FoKp6b${Nl*Q{G2&AUVqz zj!p%o0X#n2qSM|hVgh#4k_&jt@#!A(i_AdiSlVwhb}2>3N_0_6*<*e~HNLQ&DJ9My z{@iZXaqM0BE-lu^vU8;Hm;Drv9`sgQEmn6DUxsFP(sht`us$w^sIeRWE(BOdfgU^n z8wHOawCn+-Q331Ts?jPlsd>kzXNC|%zz}4VmDyUh+mcwuYTc9=)e<}A=;eOuW+|p2 z3bkt}1O)}tAj=RSvp6!&v%${=;{5&4_lc;wI*S_uKo0VF##iR;TMVh-N!8wli$q~l zEKX5$cxD>*cD-P)%f+zZ%)_5hkozaUTG5v4V}u{?eL-TmoOO{yX~h1dN}(JV{<(3m=cCofad>{EzF;MeJ%bAzJh2A2Y*f&r_~^FF;-gpPc6t5HO7^beWABV5Xl; zr)u4(33Nq8MX#Ns#Q6^95&(o9OtPr&F<%noGryf-gu`se-sHc|R){W`sTcEcWe|TH zrH5_d7nu&ub#87he%->JgdA9-gl@0MXLSkv?|xf!Cc=I_OHh{O;o%Jl51*fHl7c?3 z1;Meh^euID?u72;f;DSK`Y3gEAe$1pSTHX8%Jv&TlZC%v+_&AM8;^@JZRd~>R1;tG zA$8xRf`yA_Rm!9@nRIvHbh=-yJNk!C%e^F=4W zmxIR9Vm)n&+O!@Dq~;RIe`jUSu4wYL`=o-1O~UgFIj?28B}!aQ-~xnCW_V9t7wWb; zExgK7G{=C_O1zj7cB6v(^ri?&wO}0rPmPZ;y<*STV|j}5Zz@@vv=`1#*CYQ4H2P}- zd47T;mzWcbov&GJ4B-D0t!UdWF%!rHQVF{zl$5~Y{d$ULWO8+f3mEe1>tRpdu!Ma2 zB+c@sz_W;LBj|XwbfJc3!)qJoAn+Cc-mCgE2*4|u(+#->TB3hJM2+oI%sDi-2dv5 zNieBDHCEz8+_0i4qFZY#1h(FIrD!VrY6HHM)+4(nKbmz zef>f|cO+?2>DE(ZkorO~&o9U?`uw2jRj9FR-B)YKa5yiP8a`taH2iJ3rq>BBezm0Q zvmPo(bp^j_e355loP7IDz6BZeL`BBcw~Uk1)4fgtBU3&Kueot1z+JRJ_5ikTF#?g3 zaFsX~xnmsk&dzKhc zseE3z^eCS%nFuKNV&#kQYTk`wi2wd+?@U5EByAu^ON~VC9KD<#=(I8+{Gb zK#q<`7AUtGw3wWlvhpU^Iqg-m`sv9r`?Z|aT~7Q{r1(WRBJG?OejdkP@wUBYOE!~` z$&_u&k)4#8;ZlvzXSf3Ss2Hj#OwGR&U%jy19o+Zh5-c-O86NB@V}>~QUMLe z)H$tQ?nzbB)*fTX(fl0qOQ2A%#MNtrXc<&L)qy%mptMq5fk2A?y-VkCQMN%cs~&Zh zO%Ajxt?pYR+;X%C`MjJ_NG|7LJOKjMT2yGGQ{kFM|LnRxX>+1BjyhRu5bnT%}-&X;b7lW~Loq!!UCIvcG zX?K$a`t!`gZXTmxpp1mezgc>6a&i@vMHZnq$Lr$T+MaqJZZ?G&OHm^wPS5cK9L76B ziJ5X=)sdiJi7ph=?a?`oPVUQ>=kYwOD7%NJnN{Vy3kdbEkk?O0bR+j1_pEe?j#$+YW) z=#zdS4kz!*Xn0e=?F>5xKGvOj&-%seb)AaTeQWpWjKP`PiJ~vise@M9>Aot`7joa4 z?oO%MZ{tfo-CZ%lyYQ~Gn|a~vj0bNX}e57*G)a16Pn3#~;8NOU3b&hk^Wcm-Ij=hJhUfZqlR)8WI`JQoO0PXGz zNC533s&}b`yklzJtX)9aB?-G>GvFw*{r&Nm&baz}-kN#Zgddw4KflTUX#}SM=9^)` z(Rov=;AMaw_Pw_Qiz)5rH*cQjYE|9aU*>GI6(IE-?*`!|2pJ`u<`)%!E*LRxyPV5J zLk~2`(TjMtZVI=)dK=QbH)sbkN5s7?P+iQb6vy7{KE?6N`jCQ6leIxy{F7!eC_ccu z&hFewKMse5T?dSoX%N6=?men@wE~6Ot)`Kp`m-qM_*Zf-raM<=w4xc+nikEz8%_yN zdLgL0(s&~|8!qFBnbg#)?Cn6V{Y589H(5VM9rD+5TAkd^rCj>Xkq?Skzn1S93JX&c zM}L1=oMX2!a&mfRp(k_W8>sC#KX37PU8ElxDM8kPruAzM*C|irwh=JqmsC(zW_kIj zX>c&wM{c^CcHz%%b7!$eu|4&*b%F@`%};;BE+ngs{blPb4xVlcM%4~~`k^uz7Z$Ce z-|zkXPJIR>lv54}dL_^Y<`o-G9Q|p>w>x*w&}iQ6VpLmUcQ5Jt?rN*>G|||HpTS8^i`AZ5?=T7FY_Uj1qj`(2af&DAe6K z+Te7Vk&0BWa%bPJ_PbwXU-TQ%x({l3L!r<)1WG(daY<2TAg#EVfcWYxVsyqgavIY< z(-d9FXFr6IJlrv2Cz8PJ!!d1WI3!y2p|4v&rp>;}v_!X1i>dVoDEi}{JqdmFy6AO= z_PTfidFsl8n&u~{!flOetLxW~AKAi0jpJMHKr|vEqSF8A-Gjd9-8}~(hc9}VbZkoi zD2zJQ@3=uDK@ac~Ld$EI(z3F1pkDv^^Eu*5b2GCqU%z_mAeMoETh!OSU}C!9=;YMY zxv>Yo^QRTDu(FZ75rYdVD#pvBfYa0X=GM-s`DG(9CPvy;pUS*5#wnbtCQ5V{ZW$7( zHrqXF_?THJacJnZKl*~8(jM7UEO9X_FX|=kQWKxEVjkH8OA*H1GlYhRH=9(vWPI`j zi3T+nB>BUNYXgC5WqyW|lFjC{dJi5Xe931J6Z;5CdQ0B5^MHgYM^6vXID=`X>hwoY zqaVgftnh%C^Y(b#k4#0@dK5p?@|dH#rslfr`yREB;?zXNPpv9PrDen3P4_z4>n4~7 zvA8|{RNM#)y{0+Xe!I{9f-RSN(|B>;79ii2oqrs-$T&noFhBwZ*VoT4S2v3Xl+%H1 zt(?FWUimPlmg_z+=Jht_m#;aPF#XhT@tp7L5VnB?+1?Uf6^8D;fM_bSsBCpy>PQYrPsLclSTG z9QtX+-<|2PiWVo9mY0)Eb)}qarhjpFCkymc6ui!TlqAUN>pZcM>io}y9&3Fhev^Xv z%oqwUSge1Ta#0kzSYL&|+FOT$$oGn0*oR?`lasXyP6 zV7V(*u9sbpS+5cwGz9zsS%XnS|0o`F=iYWlUU0D3OP@=sV`IuJPUPg?1qG3V%sshx zNk5l7dC21B5HeVC$af0De83wdLC~M26brz(R*UcK`J&?1cwM9)`q;EW7f9dPRttZ| zW#=b13p80l8dZz^+bmGK^7CykOO9^oF^s`kvu+ z!gxF8{6v9}Fp4q;hyDel+6QGpEdk5xFPwnci`@i&UB99}aR0B>2vh<8TjvXkZ?peb ze4Frt)^g30qfk!-OofsNG-LB$9lxjIxt)QrOu$2wXg33qJj|;5^l1x?Uy1-{h~_M zF85XbAM+|>Y#v^)15V7}4K2qTY&g@>Xlk&CxTRE}6_3=SV4J7^JcBbos1~_R z0huNZ%D?Rlk;2-Ex3HZ003a%p^eu; zQ=Mb&YIdEbwi`lx=28?&k@1Gp%hdniMB$HGQV+Xd-K#o_r<(b(fl6BCek(L=B&>#p zH25@qVb11KML%cA6BE1A;4v3-!JzsBv;VO!Bp?vNkaN*;@@U)RuidwlqqpZ)IU5uJaU6cUNldUTOhE_Vc%AU?7W2M* z^q3UszL_C27zBMJX|J!JVx?UyAmV}QbbBrN+Leu)+lkNmCHDL5h>h~MyNdI~L@tY3 zfQACu;skwa(#AmWB2}0Fr*;OFl2%ctdZq8M_lVu(=l*v;bcYoWP{Ry}pC6P!tKjRW zT0zSy6wb4=gaWqH*V6^mwGl&tMT<=>EIUG8L8Zk%^!cCjR@PkgdR#)wOe&eTw)1%fH7s|2Se++O7}g)8>kb4Ze)-RiSZi}J+9mix@5*16wd#W-TCftdl)kdC)V?xvj{7_;`|jFkzETl7H9js5nrw4q zd|+>1^drl1acp$BH4w|qMkCAlHW5*@cBwaJlsfmg{i@5t`ut6Ik({2CEQ<&b{1|54 zFWv*m7-|V4+V9^@wd?JPfo(!_?{b&!#&A58Kg^5W**)rTk(SIJ@A{>KM=n~Tl_vCn zghQt_;G^6f91fXQTyxI+V$wXYbo9Xl7Dwk<1<2|My)(BQ=hnR+*;$ygz}tG2~G_wxr$Ss$GX zTUuID!^695k=JL%!=<~lI60XW^UT%dd~?yvr03i`9{&kot6ZB$mu%XwuQhma{kaB8 z2(I&Hpg=ug%6VDrPBtZ6!N5DH>}qQ}GK2+z0NWQLCT#!1F0w}zRRT7Da#BC^8Kn%U zCH(sJ)idA4XZ{W1ui4Tc@{x&_kb+#*-Q=qMeH5{m^MP1A|A%?WhaIuTL-j4%<^H@7 z)r5{KnmPgk4?zqbULGeg(mV2My^RQj2x1p(qa{<$|7II{6Nl95Wfckhia&6KodSqb zE>j55G2?~gpds^;D_R1#{r!jGZTUEez7yC>Ssbp#gdTnY;w^RL%bV`Wx0) z_15N4Dv@@h=xk69lFW{w@lrNAirj@XDj`NWw-H0}_H7FWz3>QnVMY>K2hNm~y&m$Y z*!;%O>XU*sOp>s`#hBLvJrVbw^}glmD^S2(X4956b7eD^QY5V{uCbc>jeI?%nsF^^hN`siJeAYgL?^UU3& zD@vl*R$#yPSIsZ`ell8zV*L#uDn5S?=R|sJWvO2X+fFqk132FiJAUokeb)WDSTk|p zML>aeeL&tD7L5kmJ3y4;-w*&HRF)DJ;ru)?0FF%G@%wqNSt6^dnA+QO1O4mmi#V$5 zYMf9zNG?4#>6C~bO&TJqPe5?@fQR>T4_(15A~r11r@z~Ihl=&0OZxIQryyTG{eA*Y zUP%Ajw@By|=*qi!UTjO=It=cWqxlr<0Lb-4$D~Lmx&(xtx!IKY4+?Y~qZFjg9^}x| zksH$6Fn9W4-!tYSyMtHg-M$fHl=!#dq`S?c+!!!!8F=>W-M8Z%ZkuEEk(Gr>U}3Nu z$J?Hc6wF9o`w_P$mK!xfl;qv%5Vh9UR`Rgc4g)C%hNpeB`Q3l&X#J#Cjtbu)^O&*k z(HM`w7(nI)P@We7my`ZBMzDHOKrB`^Xs>S7rGknyQcFu%eZA*;ln+pa9t>J?-jo{o zf}S0CG3kYV@2i#E);X8Sq+Mcm`^AmRTk#w+FJEFDxzH2Q(PxH+M&$U!AH8m0%JsMR zKQ$%lP8!PbPfhyW%EaZid{Z?ww6S~mA$Yd;;s&_}yubP`V0~vQNbLq|F;H9ziVy}G zRCsl(-ramIE6cdRsLH@B6nJoee|EekyH!%~ym@T*6&JaNeh`nl6-V=TpPe1T2X>r}NHB z{ip2gsR!ZsfQ56^(8;_Q55T$V`sTM`5yPp)DCgy@hzok<$7N%+*+|~oo|5m?s>ZW` zW{c=+CP_!9B^z+7rf6%jK3(x)=bEe$=#ToRc`S-GlM2V#AYY5A;78qmn!sMQ`|13b zL5BUqF|KC_UO(RAV}1NPAQ)4_@qZ0w0q?B;ZP$A6`G3E7)DiV}P&&H6@7Ih|p0J~> zZLzJC7+80+eU(Th)M6K32#dE5Su-zv4l7I z?(D9#4z+Z~C&Y9$wID#TD{NC(H4QrZvA4l;H0?rWtb9HyDpA2z*%k^R$*+({p00+` zCYHZt#<=D=;8#qKxpU=_Cnufh3GjC^Q6oArAc6wEW2rC76hM0{=%Uvyb=no0)??1K zl1BVC>0KZrtl_Jhf(|mf^j|tv6ODx2QGWcGVd^fR){^DOEjFWywAM~dQ!x)IYO>kh zoyV9s9MmA&OqXl57XRirZmVvL);}TRBbwAazBmN5XvWW6E`l~q&{l}?vQ*LwMA4X_ znV|c43_uZG=65OyIq4LJIb8dZFkNqNtU(LTw}>J?s9nZz9@jyoe|1eQNghX7t0XX; zL<<*nkMcI^I}**G+IgLAAqN?C%#<3nZ4)&+4)bA7GH@0ZPfb^Yh(Xz82h7u8qWkD+!O0=CAxd;GB7d19b~$Gk;J z7dfahOx?JSG@7o@ONkl7;rgfk3>7?}e`pqthXeTeV zGbc~=e9y|q!Qp77{)iT_zXP~gx}8M+aK}*M{&?NhBXCMH0XoFs;x^v1ovw|J&~v~4 z@S#-J=cQ|88qRxdG6HM0ovDdeE>G-*U&QJf53luSUA%!rkd}?xf*Mz~p*w{=2o!v) zTE~8%`Y~vZF!k~P|uMtNEo#_S)Q)hO*vTO$BLnd zeOsg0J;5{`cqxlsz2*QZIY$?_EU##+Up9kO3pM*C_6wSt1=H_`tr>pl#!}hYB5Q)P zSVz9b#7I`;#gdIxQ34*VwQ`%}`I<(+>w=dYh@Fxd4;&{PoS|GD%xLbF zu8D3vk1{s|O_v2;H^peCO-?2F?-uuH#hN^j5H0KRgm?nQ0eG|_hz;O?df%T!hfbwYKtdBRT%>l!6 z@IQ+N|GS_M*a3$Bl?^V<_V%Q^l0%QQG|%pg&cRxL=u-ZO%d+hQH|wB*LKl(jUPF*F z%&~e|Ofn@>)e7VRumvS{2%3os`#Ya=?tlT9=9vXuKiK2EK7$DWyJUEC+ zN@@vKRUVM@u&dh!&ASUsp=$Eqfbvo!?j%TtUtn05rpcbX|A)0V`hI$2XK}s3O)+*@ zbWRV(OSpZve&?3E2t@TH-fu4W9iS=?JLAnS=N|&*K=WP<-JHm6NhmHp?YcD-_xs1@ ze)(}Qt;GPmJXbS|=)&6rRJ>igNtS8SH}bnUq0+Lg_sJhhnP~8Qfx!1!m6R2ik9S{P zFRl%u@|jQ~S9&t8O9ngAW3Ws|>ch87{rmTy z8;(0W+?NSEoPaI@J^5vkGFOAR;rM!YTi0SQJjaBGVy&-IrZly@`KLiS7644&(<$u{ z`!Pvb+3d_N`zp}OBIWG-*;G&2mI_2G&o#e2=3xoKiMG_JaF*$a#jzM1N%aLGb_^~) zV9L$~hE<_ba!^d5yLI#fyDooAewT9S4=@xR7t;OX7@eUa^3Tcnc;(9+jACM#ZCAdQ z!){+8**)3zg%lvp3(kvWb)H|ex<@UJ+qgDJNG0a~_487vVZF!Xvr8@-a?pSnpcb>WM-S4-*bN=gGKbPCRWYzQBG3y?4j5kF(WRUeG zk;q5pEwXE7y@5$IT`&9goa6S*b04CSBV7c1`(q@AY((gj2yL zSzny%FSNDyVq2}SzjW@z35G6sm+!=N_^=8#XV7G_1NfHyw@vw~OE~<`7x7NgRC3P6 z{;n(|Gp=I^rWSzJAbQ$LNk-;>xI*|brz>wgui#}9C9JJC#Ts-hv-CRSey_JyI@}UG z7jO%`?x_xT{nUFQ8R<1PHqNg%5_gWbIQJ36R;uprZ6O?`FYkVM~7O22Hs zLkj1ro{((g&vVkyi#AY0(E)JN+Rw$fg>H~=n|{BY*vgpXET!-Ink-G|b-v+fP5JTH zOVp|nH_jT=<1X#(>kLbi@>==fy(F3`itfT>XI6`f0v;G{r;$>lNA5uxwd#yx z)6>{m+Qc~6=|g;bK`OhUT#k674yP^>8BIFO z5?UjqAoE?{T&HhehoBTuxB7jvLb;SDC&3>QaH%CbzHbwen$B&8hqKn@ZK*2r71YW? zpIp$j6|)v0EG1fWB4U?UZ5CNBduwQTh!Ghu_oU0PR_n>c(vrl0Pv_S1z!&f~S=xuj zguSUP5QUROZ&I_&FlpEF)MZg8_vxIM@=a~|4?loeJQNw%w$@WBbT=I=eUXcLX_GPj|FI!B^m=$IjD zW6|148=Xv7&nycF)=em`ciP_9n4Az5m#S-P!{=VB``DRYJ2`NS7l|p0Owox?ujgvTWIC4_$Rhd zfH{R~EYu10W)lbz{e}v&InK$Ok-@O@vMlxq^9@nx0>Hucg6xtb9hI{)(uW}*wVjtiIvawjS=@7q5_JxM{<$&BVP>x;z2-Mxx6 zEdo>tMY1sGQK~3^zp&bV)6-uDtLNB^2Y%y^dTN8q4dxlqXi@q;pp#?D#{7LdJYSn; zcYTMFi8>T2o91b5YPaB8PwkH&`JJ?Vx8+Z(QVK|D-S^OVi{3dp=DiUnsWpwiKYb15 zu+`6>Ja%vtl@xujGc;ttk3>R_2PeGs9lbqxw^Y6hZ7=@PMRI`a(;9VoL93kSg~Na9 z3#;Q*${R0)Ge1=F8e4}C6|)_#L8<=-0>%6TBG#lAhAKRp zc=V6BD7_%0;M`zVX*!!lARy5|Kw+riWUcy$SDP|l<)g+TyU`@1F3lnSfyzIg4J*MS z1G5h0z`{L&piGtElrC|L?nQT31-)OCFz8mHlr1u|sK@8F?t3s3&3f13KPF>aLk=D8ye0&X^b**Yrxh3pKh>UT11-w}w}= zNW9pNZvz^p4z0l%Z|X)czC!AxwYW3Pe*B&6A$}*C_`>&Ldz=g}Vl zBo3_EZd0~F8M8gcn9k0sMM*SP=M8HW4AI+7D>jp1QK(OFT0V=3QS`@xDoBpTHWpMZ zJRpu$<<4uc4E$^$>U7+i*^FxP_gYrYa+v0F;%EC3#+q_dL)0!uvt@3(V6s26;dbSx;(?)Z+o8wdeczND`gkgw%#YclD_Y9 zP7x-b-^IA6l!>TdNgYxjo|83^x*b0_>X8_YiVQ7LzkAvm@-;GzX#H)$wzWj6URMgW z`3%E!rn3%&hA#=bQw5(tU%zJ;tuQ-%WTFlgoC&{$(v0C~ z9{#7_PyJoD-;EaEh3tg%)&w-ne5x1P&Dr$MCp{l*RN3p(I<> z%8);32v~-Rqja!+oC$6SP@CMHn!&N1?K_pU=V(e%xeG*DBk7fenEZpZVmv0Z0i zU{FypyDq~(4Iu=StbnB`=h^^212re60=_OhHN%E3r4I~H_dVG4+1_GjqP`1dHUoX7 z>iDU?)uTpm=#cZ4H>o7VC5%rjeclwDrDb6;_$+QbdpA4i^-D3y-+gt5Va0A`0UjO_ z5bp?&e7vG)#MT_D1LaV2&TJdi1&3K3lozi=7*}|muxBadW-;twC@8P(Y&380%82Pd zwmNj?q@<_Eco9{^Az&0!0IyK$VNAe!MNlA4 zM8y*-8}%*s!O{g9u>ArTm+~s55{d!h#o`amaN#=ugePj6uXW3ix+q9-NuKtNXkOxN z1M#Z9IkyU#7s=?-%GBVE+eCF8lZo%3pgLTVOEbUnt^T#f6GGO9KgdIt@qQY)Y4x`R zkL;h%z|#Hb!N);#=M*fm3gKCS#cUtWb8DNBMmi;5a`N|{U%ZK6UeakDoM1xziy-ER z+DH04e2^Ew!fO)7p#PVuJW^u6Lg~~tJ>;lPb3<_!-HnwhQIC0czmjn4-^2SA+jhf| zs)YrD)+0-t5!U#URfbKW_zw!Wu2e;Yy0tjjKKu4l9g5mY3?_EM@YU;CoES8iOpcub z<;0t6zPr@y?z7F~L6RhU3&%`Hdjq;dBY9W23yd)<^>Z}%3WUtxl5pDinD8G^q4MYb zDVcvFk&@9IUHjMdKOBGDK(2fL?fh>Ni;Rx@eaE}PQ5UjZ z1FSO#zI{0?z)Nbaf|{fHlJ%(BZsp0A0V*tWgmjW%<@#FlC!Alfs-m3M&K=|%*Cd)$ z2-+!y#X5{^=?(R!UpXGk*RdHL@tEri7On8c%r>TtF4QIG4QHQTaXB6+HBO)8aIdKn zHYt^?$WOO@yHy>*Vb?8_uih(h?;cyg2*6+l<)qBsojM5*v>_cEkQGN)pE{_}dV80K zdm8k-n?R`Rz~O*W9#*JZ#mqA zfN|=&@QrgZR>uc>7qPgU*f_b@cl$>R%j^|aNO`DGul#wr^EZd8W9LRQuEnkr*Dl11 zBi@w1KNnrLiFatVq9ssKezdd9?xm?@y;Pr7Eu0-WxvAfq?(QA!oS)qz9^9EAr+c+l z{PZ%FTm}zA`Qbg-k^=8?JA?oilt)82}|cj(?>ze-yqP|MY|@oP%YdJPRG zlTA7ubjalE>@%02Zrwh)cSz)j%GEed3A8QmgWt%_NE`?2-KNwEzkH|MBvbRWZiUcS zQ|!!W)q6^E-pcstuAu)-T%59U_)6?}h4`ITXomw-C~7p zPXiV9)=Ef2N^Pj)#V&T~w%<3t%jFUG=fXWwTl^Ljuw$jLmagrTTnMCJPO|>peD{e- zm+NSPWVJ>XiO{~$sc;;Aa!%^`?`=&Dnss}?tYW({9lSpWSFp2tApln1I(ibyURmvoGkvNloD}*C00j!HM(Beg&_pSBwQZU?!n9p&QhB@ zn{9wU(d)=3!EhaVmiLR1Z+~9bn8-AEG6a~mgm{miAU$ju>h4^FXyPzKRk6$>SrZke z-89#puI$n#3~wlPbl@;E2F{hB=5XvY^$2fCm~G!S#pWD z@rkP4SIfnh54H#LO)*BD53r+;_E;u$TOP2mblrR+Dk-MXNm}6_>g&5$bU68S6??QK z*feKmt;R$%l--eVQ6b%enA@OH%ZvD`?o#*s6XTJGZM%cN>{sK}Vrwl{`@E%`4nl?K zlza$C+gNaTDtWzmsD`2o4WJB0}De(d4~s69A`znH|m-IMa^bUj0~Ki35WVOxOIC-I1Ib*_;HpLzVAzt zfrAk6NI#!XHyXYv3;VG9;O;Qy>$Y#*G^DGc)A+)(dQfzrKMy@St;5_!HmD1bwgr?F7 zDz;9iC){vGM(Iy2d}_o-(^j_4wsP;@=KwnKc^`EvqhTfT>V;L?DVY@4UPO#ti_#V$ zhYzp_BBV2AH1myzo_zyYwUwuWD0OoR_M%>G%r;hCOJ$9Wf2t-|J^rCCLAgF zwsTc8bbA##IB{w;m~NAXAM13eA2Gy?&#p?Dnf2a2wYx@i({hLQ;?B|!jljogDy1Qk zymsdmV{ublU1tUoe!rKA#P@jE|H}@S-+7;6q`dr9l1gZ9_p44>xy@3=l3(5aH7b#^M`_NG%a5lQl~Sfs~mWH8Rti#Vf? z9`HrMCGV^ZHDE~bU~73|4diHY%hh^gR2mnIkMEDlCfY`F1Cmk2@G1lE!8grDU>1$H zMdf=PV|@BZ{OkhNko|J^x~8F0iR;bdgA)bhd?!QzR6h4HPpWBP-VUrO2|s7>vAZk>;#^pLMZ!xVl9f;j8u4_Tm1l_vjT>DbbYSm~-Oz&55v8gDsEHuc51UWg6Q_GcVHF&puD8Oh@an zqgujbI~2{qdAz&M7AlcDKjg;R6r5$gC~vp5h)m*3f0KI&dM{IYE;Z#jG?W&3IL#>P zcc)y_qWI#l8;=i@64RFcY0i8x#_+H&14*ijkFREX!~_H!HZ$9OBxK4T#ex&Su6rDe zc70ihO$^2dqrh|0DefhMu}{5ZPnTq&_ZXUqac)!Mr66JCfGU%4TBJ~H=qjhl!K&U! zpea!h5Oc34wtW5B#%O!^SSWu^DF(vVh5>9;k?q#HsVRgMFk+tIM7Dt!sW9rcu(#R4 zlqlcvK7KjLE`BwsO*<1;jAL+yA*$33_Be*(W*37*SV(ZdlosN7V-Ti#&jbaUccO0_ z#g6n3^D}F3jEp$pexxwi>gdf^yFlR{%Iw4=pNb1-b4$*NjN^SDG2cy0Y9vc1GyCKX zzA)@|Ud1s%l0x_%v??2j!?R9qo*-Fc)A7pZ`fzcM#R-p<;fO@)bxsWVB2n>|+WS?Q z4tocwz-w^Z#?E%SU-xuHmAtmD%V3PIJ4rR1FwdYXOBe?%+neCJL%sQr``sxD(U~WE z{%uajbf`PuG8_+>truR^9o9sIiavKZqBzuNB$(?g!MW|U|D}H}%^VN^w*RbbK(Jk= z?cv`0qqVnnZD6!#E2DU6k%fp7UK$rsr-nyo{G-ND90vqIYE9EzkfyTY=+lt}mXEUu zr;UX##T$N|6kL8GYxkHxJ-jY_^U>O~3VZC0=Aw2@G|^+MPRss@e_EWGs@*o_g9lOE zb{4ZIsEfB9RuWR~!?4yE7j&cwn!9eV)O>njJey-ZLP^c!aygJ@voQq6W;67ZDOUk! zWo{r+6;+^`-3m{1Wtiiy%ymSY zi1!!&>CrlOPt^$#W_z}({SYq?L3a@uY59(RM&055A&b_O2w;b@jZAt|SOLwRXk6`T zV`Ddi`ubO&osAght#$x zGuk(5VOhPa`!xcfkP-X6$-~uia~&1@7_L{xVSrdlO-#_Y?Kyj1Hh80dlVNOnvN}DI zi`i@pA%sI3WF+WwMRlR9*ScN3H{;Fkb~WA*KD~$2kL9OYr1&Q%*+=DFQvQilEDwWO|qoyIVCXG&_X z1l$+4X+}sM6*H`>4xUkaMCN=X^hw{k5=o>q9vFmJKb4mLvG69x;jVe2^!^O-t-GeKl`*mdGlxj2^1~@jG0cly zMY;^oP^{Y)G5)0^mSD4`!0U4mK&9sD>z`Lx-!~u^G?Tp*|M3$;k%`l49t3|Hu|L6c z_xf7@Mjvh6bTN5~$mpBjuNY7ydl=C56kVdYOeI|Pddg($;c%3w>u`ioNoM#Xlihpg z`Z)=2Lt{eRMvx3yLgXyaC*t6oT71d5v|L_lI==pCde3-Yyz6}^Z7z_&0)T)XvB#gjjK2W*+ z?DG|hM-;xHzNUgwThlX|1t>Rf&zgZ6!KO!zuj9|K*Y$x#`70tOw_33tHHMtuXb$xW zr)hDMjsVucXY3zkMX)}dJFTqz%W@1jeZTYA6!oKXUotyBX(@BfTd{&QEMEU#K4afoIt8fA^ruxVjOpVVLLPery!Azev40Ca^?AbHMgI^cKmA{L z9!9hQ`!5eN$Nz9RKm8YnvxFQGx?Tl8ag}E$rDu;X3;xd=8UN>vl_0Hw;YUHumomhHl6<I9fUNdVa7y=Pq zF@lG^uTm8!vr)fL%TS*OmYVM=C}i8 z4%-bnQ|FnINcqb7_VY`$mxc08`kQ?Yg|&tW(6FLkpEbvYf4yn`+>`opv2~g0&iEX{ zeV{p^XYsDt=p_kCx%}+MugsS=+xjb#UX?9Sm^8OVaMTP@v&{FWUU^;pJWDY>O}RX5 zZTJuf(h6;D+VhY&VqY#GWhz)$SQPW#-xaRLF`rnI(eF+cOl@5Tc;=gCJUq$h7u^FQ zzh2ahs3yP3Gt1Zpcq{!Z;a>)76(gmStj{%dH95|^YFJl^mJ0RM7#-=?XA{`b4YTU~ zfLkg2(jCyvv#9t)^WJtC+f;_|%A+(Vqo7tbACnR$-;SlxqKobW=XcVKpc3(bo-2r3 zc(@vF`iAWRt$qG7tzVz5nodG!;oKX%mXM|qk`hjP%8$*>S3A2pzropf8Mjr=yBU=U z&58Qv`sM<97?5mRchlYXb^3YdfJGm&m+@AaUFMDTuT;q7^E5LIWfM+cS4V_ppFboc zwf}H4cD1^0wC|?+K%p5OeMZL6cKz`d;ZU?7%Zy)WsQu_>iR72E{{XKkzzP}&JQp3T zFvqbZ>Z!Bo=-R)+S;8R~D@k{KWgvJl>GNL5n_CkTNs1NM5qU(tn#b8ac0 z`}M0dCAa>hkSnc$S6W(MUOPvHEP8k|vGq=hcafWyM-@L~B_Ph#{9V1WF-mqj%%%Ae zVqXF%e_2p_5pxK<8CDuts9)t$Y@T_pdIn+kB?^R7PD3_;F=U9@Lzfu3MdM&(MkgWp z8U^hGdauSGFX@YrMc=2fM|1dhxh8I}t#6u7J$Y|tR@H@a|Fid5#pHQG+Q8GN()R-a z*k+Y;?^W>~(~i^O0DD_|&RhJoLUq3^hlO1EY}mngM{qbSW%IogiuLUeA%L_exi5~- zs5sX;0Kk%aHeR1eDcK%#jZ)(#dPh%9b=)4ZYGa%^V&Mg}qbxI%uZ*EmnU`w|gQF8e zywGx3^S&+@n2&Cwp-R&XIvti|YU;h{rcK1y;;OKQ!*ee#*twu_Al)a8wpdd_TEI>% zE?$yiq(qAco)XZLmnrY~fG`7NY{%ywjh6hDrlwEW{2rJw#*Q&<8n0u?pM;=Uy(8V{Y%g&cl*Yjr~8e#>l-_* zo7+mwctI_y0>Mtao6SFdz1`RMBHRJ5t#bFh6YbD6$HPS}#!Ew}wf=nDC`tlT9_{fb7OSM1_9*^(+&B; zbAvA(*)NEiLls{fFcGY6Z&nY~gwEyoE)C?f3;5u)kg+iT-uW>FND?f@wG7a#?9IR z{k&}JI%DIzOyqrLNPgt4$=hH`6;m(0p^YP_n4FvqH{vfDmfU}g>yq|%XSRTXf?R`l z_lK#e>5twb+k=vVrFy*5BMyh!~0-KID3xf3qzVO~(r zQ4;+ob)Sz74@XKWBH|@S_EWV#{8R}49REpHfbw?Ab%{!q&CQqnei|vXtypG*Y1)x> z0W*lKzHB9(`2>`aMQeOD*xxY}QP28!kL4yr{?jQSo<&Fr| zvypPX&%M~1`$K{jbHli?59}F#Yp~_m^g1j6ggh}=H^Xud6AL09@x2vCa6T<3B=%IV zDf^iUoDN;-z}Vb9jX@|`8ip_TFE6rp#aWv3l=3u)wA}~O(5d}gL{dy=@!+MR)Q-!a z&jOuta&R@DvvC{8SH_>|i;4X}X1cpy0n2-pfQoY z#gds7#l_?^RX?FOL6ONNa5n;xoAPjEn49b`)sooqSSLYh;UoHJW)w~X%Ds;-ca0US3THKZ=Jeps9FHqUuYGDg;2z| znM}#+Ut&A@bbce9jEOI5Uru)tx<~DlxLOADEF_9VUP``&F;-{v35}9ee@~tAS)OLg zz|zbr!KhDCg6I_It9JHmKs=~T@(_{A7-BV zHq*?beC%*Y+dUOPyt&EJ$@1RRvcVenETDx@%y;pX`&Rdpr4J=v?Ohfc-JzP_|07l) z+Os*o?3IY#WBGK4n*FQHom~y}^?y)xC6$?nvS9hHB((f^>rQzg_*#QZRG8n#@Dls{ zO`SX)iq6ut?J3Jh`qz{X1?vcJKART96)Pr!bj-|mYHF&9j|~ow{Tn`KX0~bfjZep~ zj$=ajEOPG4>VVY1_vy861_Iy3urtJYUqaJ0@;|jTEC=g}=k|7*q|nVKX?C#e3x`;a z+(fSb$g931a26sLxkk8gG&$n%H73jH0_)4wUEVz^-G{9~76lpDfNym>ZGFfKh?7P6 zf27!`e*ubx({w??WhY%as>R(yyxxM*Q;B7zx2318L_k_3K}oh+ zv5Cc6{d|9=4(XmgT)H$uBq?h)u24`ytQ-4tf8W~;P*Xtdi68bPO+5A>k15onIV9&B zU}ny-E8q)_a9&EJX?|wS^yzoZP4uy@;M;}nqUSj>Gc^XA^hoc4L?n)N>4zma8REzMo&%_u$}1&~sX3-+%x5 zJ+4MT)7wmp+tYKO(>8`f^|O^#^A=PGJnpi%7L3@r16vZK^@<8q=)L(4sH(r>wB@&H zdh^ysaGJjN_UtSXepI&uDC4ok#ZQS}xe;ad z7L>eX{?X2-;TMIk$4iLJKh$$>{ixlYCKCybLE6VW&eSElBr!&dI%qU5@EOi^mE8v9 z2z0PWdM><1V>7Ks_pH(I9%v(9}pkd?__q>j`Xhnr%_M17-|BI~fMFx;{ZcuF=t?pn3s+ z=n6|pZsXwzeYuPa=@`%H(Iz47#2O1?KxL$lQ(>^sI zLN5qFJUZEMoCz?=dO)|N%e+ed6wvV_yofpd=zOG$x16gqKJnm|kCTzC0v-+UyR9OQMn zpAl*yZ;?qo#xiwAaIp6a5MbHNMZG=ZusW~f{zdt4*WxoajQ-0-yi;DpFATsx)d88V zExbg5hwxnGXj|~FcKv3>Umk#ndIU&sXkiAR`h0&mu5OzUlkI^@7_0FZhYoa-0U}&U zEB5A?iq~heR>6`xAedI4w`7BzZ}dbby*Of2E&!wf;KV30$B3ccKllou7(v2>9mutt zL1Lp7BxKq^5F>=mh_Jl8{L4}iyxkcn6XIoSHZTWw9a=w3p^L;5-Qu9vbp829 zanr>QQKhF11vd7!9VvpET)BGZDt997vH2}NLrbo*)^c>>nceO4d7UbM?$lH5()HHH zEeBxetm6Z}J>bPjY9S&f)|fy1?g=wcc-M8iMLQk1;nK)+__0BHuHpqfaumZ~ZoSSh zyoBRHET;A92?EH75+pn;U1c;4;ZokXfd0D3=Kwmnj#AT z1%W%V4)}+GrZx+x^bPAuii%|N4HbdtuThHsSm4bYf^+B2@to{U4uL`hTABhhg%BX# zVAg|-Miag4d?lUvlgt9v?0FG0ToGN6Q|Vq~I3T!dOOJ~+!)r9AYZONRKqJ8Jh+W>B zK}-Ng_TMD07t0Od<$pejW%)gRxLJY)0Cx9jbD@!$eda5&uB#jZQyw0XmoF(EGKWQ$ z?D|Ie{&uv!*3gmpGiI6;ZAQ<%ef#zZSTUjRV`6r;E-~6kEKk1&v9`TE4Me=!8&eGq zz};`L(Cvn{`N3*-)XF58r5l&gHXHWv@6pj{u+rg|aUZYM5}BZ@52mK$ZjYj36mxVa z)^7<4Okv$JWdqJHDHS{6%7KRD{`1(e!ozK#PuX%Mv-DZ0&kcx*7)m#=4tKt84l6|8 z5f2Bp3$vekv33ga>CpT-KDk^IS%6dd?#aZ;Oyl3C>@UC7(L}ZPRJo;Nm9!%wzOP!1 z!gpU`pO=M{mdons4>b_4Np}t-)K`XzcsAeV9olbHbVa>b7&GsXk|RRP_H!b zpyK{{t(T@r^65(X49|f@1XhFKGjJqD4+62VXJ$#ue;N+lXbhyOZsT{bRDAY%@e2?! zxLv&Y-{ND20dy=JZ7t9C8(KNItA`3UfGkWqTF|YiNJU(Z2;gDgyuIt1nyyGmwfU`p zXsL)>aYXVp!Fjuo!T0IyXHeH$fGJvdGXhON0#kNBi2s9Pdnl{^uVzMo?EO>2jGN-* z3><1c^fNrPg9c|@G!7bldw#P^OAd1Rj%EK+6BcP;36%iPh3x4#2elJ;q{$qbp%i{r zhJO8@vgy6b%}AmAA2~SR^Z!<&`-{4MUgt#u%2Md^t%@(iLbx`_ zv#ZOHju#6A_t?L@vq%xnRnHDO{%OZV zf9AJ4A^&RF{9h$tg0l+%PwyWRA_BaJXF|X9515#;qz}1q<@nDEDU^xvGJ*mbIA8Wv z)6tYDXFsx3{~Asz;r|N#{r~lb*1x_(6#Nu0>knInZbth+zhuc$F&eM^k%Gqkm-R!6 zSwpQS(5Ov}B5M@_nDqv)d^9F3v^sUhcW6yQ-&8&5T>{AN#PYP@D+yX~kt>m?j$D~C z@q66H6Hiu%nQv4VMW?f&a4{bWWKeYJ(8WkD6XqHXbZ5~)BNhJ%n+tyQ-N@Cf16mkr z-v11RZ)*DM&02Ib+F3sqqb=o+p2w4mlaaGbp`kiEBpeob#Z+cJJsG%-Cm3IIFmLUA zA*IZ<(~gMT3VbavrSx;O5r%{!Nxnr|MOEe7cdr_C#$OgSNC_H$;Wb6B4UGBs4tU?^~C_G z(>FWIDvldYApm*i5PFpRZtzC^Wkz7z{AJj~1*a53n&VOK%g_P;IPkGF&=nw*SPlO8 zX&YpFeg?2~DfIxbmWg0ry1bPL>>=H$w}nLB>p}a>#|sej*j@=X2QHY$K@8$BlnvC$ z`wCXiUi}6hh%Jw1jin-y^%PZ>0A$_qCtyyi{7u%Kp*SpK1&JdbgYu`65+av#Ct5mT z4Nt;N&FO|(oFxo-F5-|*Hm%li<=fiZ`=XhAL|o3Oear#_>26CLbFrEmB7fOXKrw*l zpnaI&!+Z|D+HtE}K#b3rEHn|D9ibcLI3-u_MIuBbMbU6`#)T1X;3x5ko4NxN?5E2M z_N$1V0()$7Sx`ELA7_Lm_l?>oKsi6Z*1Fg`uj2N)VGlOu5zTkxm1!!&*Fzuc<^X%e7|@af*9%a1Sp_ISgNUMe zaC@n!qqpenFl%`4JDl4%r z4P%fKm?{QtO0*W~VZ1diSX3tBzbpWE^di~9)9V+qQOj`&3FEf(CRH`J{Qck?dsU2! z=m9Jbb?8N9^6mJ9c*y0xQwLvghm`FnI zFg6CVsJ%mchy8cQz2GB?Tp_UM`E<#LwL*DHXL@`kN;kAmFq$a#w~y|PbJ-gK2M0Fz zuloc9j0wSfoy`^6NXPwG@)aadSqMG<$2kA~m#>4Dc?iY&(Vh8{b&iUUV766Imk$qt zh6?SdsPWX)l(f-)Q@Ve&FAS~5diI0)^IvWh>(jHpuSUOt;2$?C5ch8p)~*z^pHP?s zZ61nYOn9L$jcl@P{P|_w0@Rs@Et17N{tN#pll!LvbCdec|9slhe^PVw1^h1}g8xfr z^VjozJEIIkKNfM(`#&=n{OdO15ajHB;TzTe;_lJ^{7Y;Au6b+A0yyw%fXJPpXf;hS zhk(as?e$!sO6JelSX)q6fs~h~7cI)3{5lm6h^T{y6G6=fnAEKlm!%>&e5vIURC=?% z$h5abwCIpgP{fN2IxOe)q17O+l%Dn!&-8uY+S>A4`B;xDcP5sb@om`n5g8dq$?@s( zu&sl~?#b!ttX7tQ{Ij1TgxBNac0 zGcm0fH<;$`V+VtcZC`9r(7Pn6W9W{{96Hf25n@$Lb z%1TOl(c-y}6L>~#E>f?snx>+VC03w`Vvx|AuDrNE8_lqGATBD}p&RX(02HxvpK$mJ z$Cu9)+;Y2sKuFV4`X|S|sN{_U#(a2Bkb{H6WmV(TlVdJOXWVL`D#4X!gxYZ(Bxct7 zhIN(T{qQuK$%uovbF!3(NINj{Cqo?qVadDMp1kE=YT#^9=_yPT|35GTg2m zh;$fJVa3iK*%@!M%0%q=`}sXFn-XaWWf4Z@8~L~BbOG!ArYaj5*^BGfubY{gc7U3R z`)%g;;$T8u*bC1rp#};}qV2X9 z;z3J*8ZJB9VZ)8fYAFex(+7=IOebn@clWLkCe1tW-M@Y@wuG^Y%cruAhQ!g3#_g_- zX2N?tND zW-^fIDpfd@jhlmL$| zQc~*o|9T6B5Z_{p`JYJV$qLA3c9z<1n!Q}?O7w<>8P}7l zK*Pu=ZMo3x+n@zm)#o63)v(p|we|Im59csmWvZ2(_r5FbM@&pCLJljJ5OUH5xP=}N zYuT#7N4^^=wS^IphP4YRDN+xp#?d!V4r)LRb~B;6-DURH%L6&WprG0TikXR^T`b}U zMW-L8leP0ux#@-N0(FIS71Us!L2!a(WJ*#JRk~`4JaEe%O!-S0@6u0Rmkn5C;O15a z>A4+-bx3r-3whsz*I4O6-50cH{0??kGhqRxLOCjoMb`@!=Mw5Jr&*kk2f+_Wc^f)9 zWMGAV|NgxbG{o)@5h<&yeguQqlZiw^C9@qQ_nz4A7?SYVFph?h>#dHIp~t;USW;g< z1+*vWE?&Gyhb&itA?nC!<4XmZO8xPwFX-1m#n~8ndbGb;{C@l+`TTrhbnofOEec%^D7IPuiQZ>) z%K3Brr~BS&w$r%PFRsA1{D4)fKUME5CLz)NQ_vkobocq>K?%rK7(nHBp)V7eG0$za zBn{V{=XhuZi}KoC=D5lSczyRqySrZr3JOxQu*iuA(aOAg_b%gee22lq3Qe?u1fU#C z-wrHzeJKrK6HGE0El1lE5JTF6dS41;bC_!8&V3-JL#I;Meqsl6{N2;D2Lp#E2Ga6m zD5>n&LIH&fqbPyI1LvKu2O1Ss#MHz5|Y;;e|vrkjAvyY^t zq_&q)?4!t4>0*MilZ@%{@gGpMp@JI(&S0=%zKMy6P^Dymv*rDRgA|Yf-I+ezUQCRM zxnERV+&D0x2xX#Du(ts|J~1CYAdH5KSx1+<(-h@kScBZ%-64~lT3tnsWy_va6T(SD zEa(BJm`yh>4CbYRws@__-B|D^sUYMzSYmBbj$CteaCoBe=TaHy)}ps2r9{YmVPWCd zP(SeU@=AG=^%F>urpMk-$J)!w2ch2%Hou{!Mi6STGO+Li{Qb$`{GF47W3FJ-sbqz- zC;L)(K?7;v-q@1@PmvY~Bqxv99Qs6itOD4tr@n9i--A-{z{Pzj!>HN|Mu zd@q`TaCeZuy|%V?=3rW)c!Oebp??f5(z{UQkPf;zEg?)VbaE8o4}3+-?hAG?{Mf$H zJh=FHuz9L5(S6WqouSO}3%qNQ8n_Q-w7mjF9m|>KyY>tp41n?W9SBD+bjG`*&nV&( z6Y&ev$d92ucKP~s`uC(|rKKB7nmRf^fK6- z0r)G|sWr^y#?DUfmn--io)7r@)EJzdQv_r(-6}{^7df4d3Sp%iyc+-wprLY7RDnq_ ztR&E>%7kLBT4$g@RnOZya7hPHdtX{ih>u5GBq%buYGSP1LHpjv^Y;;m%E+3&K6a_T zQP|n35Ulydfxu$_$TT-U=!U_+1BJYZZN(=A=5O4%5yMcv_Z+&%J3)B*HONbsf%39z zuWF8t=S*94CWUxVeM`$rxS4Kj9@bX1+bhLBLSFgh-<7 zhht+KI#RJ(9@K-_V6eiug7C>Zb(`S_FI?wBb)&NIxre|ElsEOjM&Uo+lFQIbRmhZw z3z%A3qJ{R^vdva*yD4AcfPesUVCsH834s{f9RpbLpu+PSGm`7#M)<-^x+}hK9>w@7Is~49cq~8DPW@#y;V6XKRZGQp-UzeP6HzMd&yLlTy5)9Y?nc3bd~B)PH|eak~K9+)Idh;d({0;g(L>2t#NuBn7 zz}duOQ9B5wURO9dqAe0=-p7NF&xBAI|FHiYyFZxXele~~2!wGk9H7oQof7sTZ)7W_ ze|LBH2Pw;PBm##1Rf5Fb*GbY3Mz_t)%q&ihY{41MD4{3cuSY+yq~ws!on$u%VxaiA zxO%WUef|4@`-G*bQs8a_8rd0IeXsG{1@Y-sex3d_&Ql76eQjd0dLD%iQ`Bt6znrfS z8MzGd!i~Utu^W7v3i7~EeAp->^&Bz>wexJ!$?%@x5&gW!e0*wfgvB0TRzb7E3PnMB zVd1*-UlZ?a?Y6x;#B6A7mDktTk20X8pb)%w@1CGB4iz=p!NgyNM5$)Ig?*HYnpzZG zJng(RB1Ql*lkarr5eS43gw_pRT{&^ph!3}*l8p{d;kWzy`+*jh5Yj&-C~u<|H~f4s zMSmXp!P|cxJOI8+0raOJ5R9&bkm ztXMsgjG&so0q^-DdRw5yZr-e-^g58rfE^Bu<7bBrGM z{@<5V{m*s%_rVJ|-iOga|EPO>`h@Y%9W=O&OA+$9@qW9fGN9X(Wf~ zbH4y^vTv(hlOgWEeC-rDNTsHX5IBKuCDrj zzTNbTGb!H}f{on;X+^H#05j{m_L%m0zW_hKpKvfI4zYhHe6 z16Bp?NLNcYy~y?E+J8V`7G$+DlnkfpAlZhLmzDJ+p9gKrj=7FlbijO#m_r(1CXaWR zU`6!_d!py)jrQty!aD=P+*YeyyZl1pe)RFkUR@bv({Rh{HlFRz#Kgv}sBO65*C2BX z$*PFuV(;tSm0?^0f+R?_Qehs@85g-8Sax)=18@z~OG|)SxCG`_1S&uqYirWapML~R zIckWyS&ar?`CX2n7e!~fAl{t_@{s800qu)wG-Q;N!djzvQ|VQU>$RAZA$~l7-0l?w zCN+Ql%)wm{vKfXz3JGyGOHaD8LW%WizR7B(3r1se^D7Ac0nl#Th`zZma7gtx8lqZ$ zY_HH=IcvALIj|WR85tW}Cza%9Ex5gW*Qv|zQfDChN$O+yv=Dm*A|TDrP4kZSmWA`UIcl!~I$6v&Xb zHkufk1_t&MNN5lUAAa=W8+wrPYNNNZp6`Hm!JsEeemmjO&F{d4EezkLRBB^dzDY(# z21VK*Agc|^Elz`F_63l)M6YgvuR-r8rDBU@{l1KJI2&k*;zfdD%a$M+b47<+6-jzGM>2%_r$PkCn^S9AXU{lg4qtTRJ03;i+vyYPs|_wa9py`dpPTyy3-1wk)aqB>qbdJ<>}3PYDCq zW+zmw8!J3w9`O7s!;yS#k44Nz8y0@x%98GU{juMC>h`1wH$zh{R(?86?*8`|i?GPQ z`LxAv*eUtV#nQIJJM!~Y%Z3*nCUjE&7mtPQ7S#XS=G#5$->}_>Z-1%b#Ro$g00Yl8 z6bKOc&0amL{*vMo>?g{FWbWd@rb)|(_UYUAOKOf}X!U6$xfqB2vIq~m?Dq8Zb&K!Z z*YTHYL49l1Jlwfxr6jRrVZbO`0zs@DN32>Bn!&|5H&e%p9{p{W6vT8*>*G?mV_mL| zwRQfs5iJ~F{C<0peJ%kM;>8rEMoS4zkp_$l0ME7$wBRFi!|p8?#1Uy088zqDVfTtV zX~nML{a>9hFXJuq>f#RQr8n0|)qnjb??hQ0Fw1u{8&6Bg0(*vpgb*uCgVr>n{M;!h zCv&mH-NU~d+z)j<6jwKJzRFRz=8VC%SMy6&1iSF0sGNsJ=OgNJa+biSJlpr|*|XzV zVHcfkp-_~xo}t~D`y3hdKZb70BCYSVU<@ecr$tc+9}^6B*Zw`?QYTrXNQjf1QyX@> zm1k@iV{$vG?6~&FS|?!!My`GC2jQ+Iv@dR!=VfIvy2a{06FkG8RR;T;ZEj^0b>{1p zwlSO>)uBU&2=d3FpX{!vv;(Z-;{xWKa+w_g&?*_-(^J`V+r>qF^2hSW7BhTC`c~K2 zc{z4)j-_zOv#NWwmz3nip}iMo)93Tg5Bnvu4I&z`L&lyQ-~G`u9@MaP=gz(0ZRHmJ zWkp-r_#U0C0ixYuNt?etB@7yCI2;`|53S#X-MckF!i8^P-`m3>L6IMizkaDl!*9QR z5jy`=1C$;3mOhBg0B0Tbo4_CIwC9o76Ox#HB%j@G@9klhykpEkp1<7iftP;$bwdNX z-Mna<`ZE&-{Fe_uGMVqm&wy)71~q)UOX`rrf1EV_pT{%o-qiZ9qFCGjf$ITvWMRtT?x^47Vel>=pI|i=&_Q7o zFiXyE=Eta2XIEw$K!Q#KS*f%jaQ`kvGznfAI(M-B{lRCK-X0G_xDVHBar4eiVL&Ee zhJ`>%!>uU`t@P}JK0H5Lltzt5+e6%PgSUS(}?(1UBB(uQK0Y^~(Ah)4JiF z$)>Lg0z<+b^NsDZ&c7U5+T=Np#_|313+tsXpFc%?@EqxwcNmhTAoOyVB=4!i$vKpj z0nNI6J2rb=*-s$Q6R^xn;a6>M9p1pH2mlN!RYI-_kE8Mv=ztUIe$?s{mv(jy*=x0a z9=eapkDOKr_isur61aQu^5sC-1wpTS^sIt^`)#6tlL)#n5-he$EP1#?oW)Y9-MJ%F zqcMrdrLssDz7v?%q*=2J$gw#*Vl)Bpx19G&`RPAgI^RKl}f>u^9}TGTM0iKrOADw5Ba5aC?r++Q2F9 z8@x=lxpn6N`2ZL|DF=vy6+q5B_=D3`gYqDm`Nz<5T9`6V)v{gqfg2#|$$rFX3h*B%meAHMVm`BF5!m#sG@6l-?v8nU~`lmJ44ZPxjy0JD%_gtm-a z4)20a!&aEUgcPO7*+UuCt!K;lRd0YSkCKowkfLn*gJ>sDUteE2-Z20999mEGP6#jm zqM{Wg22S2&0Iz6)XyT~38BIt-$fVDulsAn|*X1JhL z&dw1trvWQbuqY8$I{QcN;CKS$;LD!wi(6Y}Ehqg|ZFOl`(CU)R5o^Ew_HK)zmKs1? z(HC-SA79)CB0f_!pFrEOo-R4;NZ!i)^vszvj+lRA%af-SWXH$*eEaxERqGEGUwx#; zSPmH?mDN;NnNc_>yAugE!)SOIZ&LFb7bom|Uy_L8s}4WDdGQ02<=-T@?cX>!eBSVy z4Er|6HN05Z(q8@7ip{f@f2@AhVe*?dG}3zeOZ6bcIi_u|8D4Nf3dP08rKKyEj$qIW zS<2(_pjVdwD-IEqnho#wf0xL3>jB@tN!;&{I{%sN)W7sk`bhmt9t#R6(1HIqhxF^; ze+EoKpCdnP?GHCjguNQp)r?a@0lk#HN#WoSycRHj3m0s2`#KIJQGVC*p$mfZQLtyT zSfPvJKSt6E!$iK^{lSq5%_dEmGEF7?J0y zowYdN6fz%mX;0sI#t&a#xY2Ay2xOoX5A5@P`9>>72y*doy)Tmd80^x=!!_Erot>xI zI;WI)nM&+h>TVx)uN+CHF!zvq|ER-Tm$Iu}9{<>DuzT(6(PhNn)ML{$g*-wpCUP8t zZ0;L)r?+z78230_0wznV*}p=uP;eKg+`w!BmypM|9Oi7(a_Y2cDKE=%i$lWBoGDVa z-hci0wQJYbrH9q~J^BsI>YH9tcoubzy}81__;HY{DaL|N+O{nYF{6gZ){tSPxyHc3 z)k0r0z32O-ruADS;nW!p0%<7Q>zq`~gsTT$=L|hHt=7%LO6^6c?u}qyLyZgBUjQer z++uxKZezT=JDP@J-K+HYq7*%=xFE!nImFA<(+d-q4Eja%UE)#FufM)1b^7|M*KL@N zA*iI}8KnyCK9!tY6!Jh=Sa$_TB@{OXZQe&1ytf>l9}WBAF|rki+Z zns(<4_KCNevSp`CoiQWLy|%2YglAH?iHV7q7JRU{ON>}fjdtz)K5W}lr$>*(I7?`5 z;gks2Lsn$YMS2Z${*x|^TgbD2c^8z?&ySrZ>PVDDURq{lFmmL4)S_9uGuamXH5j5z zse&Ew1tcs(0){V;s()qfqo_dr7Y{cI@rP{NPbsBt#f27nzyJE{qv+fSbeyQo&1oYU z2St80>?gLA8}vW7(HFHL0K9eYW`yI@k?(jql&aQUM*EW;br6i*UX|abJbeDs7=3+a z$E-}>)olWncU?6KTUq=1CAEKeuaC8^py`slCK=42G@641Lj)Ffs^7dbztw6#7b@~j z;NC84b3T?}%Tv)qLn4H+`14Yy%Jj=SyP6TCpNGfe`OvQ}3ad;nOgl9jz3A)ExmwC* ztv@s3KKk{kx*!5Xj@z!_*UiU#eYG9QpNFkAni24>2v@@*m_gA}Mz$yyKMeswv_&qM4 zFj6Qll`iwW?035A`@p!G$_22cvf3>A{J0Fd(2ikk@HS5ouLq3G)aX^yTXi)s->_kW zEpJ-0@|feX%d!BgPi6Q{Y2!Lm?(B4G)LFA;3HK{Ls0VIwpVn6mAJF2Ker(!aaZL5I zJU_S1=s!HP@>6DxxkDVOfP*X`ILVf;z>$=Zz76{VB(>=ESQ?B9(?inPE!q|@4@(`( zqTdEl{bf%}TOMyCZ^1k$G?+g9cGcPoW|&Ble0rg!L$)29bYtQ{EcK#S2af-@n8 z?ofL={rPxOwdRAugV}`UFU%G_D!LaI6}{F9OsmtZSu@NT%Xky2`|Cr38AbfJN}$i6 zLB{e8Q3%EF^Kp;KIi0FsRTK(|OLqrS*q7OERR`U&fSq@+_3VE>ZAsLsr-Q#rP(T_k z0Iy3LHjQ<0`uDQpKy1l)1gPMSEyZqAc5_Twcpchn0qorw=O@;xb>7^?8h{f_Ox*H z#L-sa?92cd+-0Q5j$_uJw_N}7YuDrgmqN>mo$jxDq&tPLuW=Daz||{Pc56w%eqL1- zQCi43)KUrB{?D+9#_g28KiPT2xk^o#9|IQJQ zezu81Coay6nk{-dqN_xIk$CAYN@sWZn_0P;w(a@l={6ZUMdyW0;WP?)c}z}aR^su) z`I|0w;JeB1$q{7-2XQC;VUCeeR_-pTKP>Mn?}sklB5EW)kOf3fkr;$&+%s=8rGr5G5f-^ZBdw{f9VTuwzes<$vAZv7$vIn0+$1kk6<0Cj^_gUpMy;wgs9L3vw zm!i_`@;A8bFJl6Q!T9s;=KhZgN?b{_yCxZ*eaItBXHYTip-rmGx?I&n3NBWm;9l4XD$j~i_qqjSG$T$W4=W#m;U;^1QHzlw2)Go(kpM5M{eIPZ zi@!Ur*?uuWL2eHV5{O-imj_#aHvBMMrS0;4`d=NWo2Nfc6<7PpPQM~`wp3A9_w)-S zW37vL^z`X5&e1))1w~o03#62XX#h%=6Q~M*8kV&SlTDXzA2w>$VZd0zZNI@K@vGOY zNh8EOeey(1Rf&Zfn!@Fd{ZTFpN~3q1HapFkx1C(nb&yoUd!Q6&95OiN;h|7QT|VZr zcCBu|ey0-DvLLL-ZBBbpig=*v>RcBP7QF7*-XYs`@Lbonyg0*5FScAo{qv#n(#;St z7^Gp(GeK^9nv-+a{bFnYoI+*YNusS*T#7t=|j$Zfjj2M6?n3h|Zo2Oz&uEAVfY2~+g@nX|3Yo5>~N+K{u zZ&fvjP<);eUthj>;Xi3xdx@1k?zL-0&nbtCuf7q(g=UKJ$0Ek-(`g3bavra*hndIl^uPyO> zO)qb^o0=wgWU7ZY9~C0<4|cHBV2e?kzW;t{dEV{k6&3v)Tow*ApidBODh1z#NtpF? zd^>5Db{F&XEm9X7-*vr!^`up=Y?rE%Q^T^?&ED9wRWf^7>>I9`Y}^2&Bj35*BN*xq z9hznolkDy4yZqjn&3ohLscDi=*e||9K8zYQDt(J7-a)(*<0M_VRXymHe^oC5zL>We zcK#G`a2a0AVcKgtsVj`oYgF zjE{`pWd36xE353$7W;1=8nd#r`HJ!mN@FxH5w@muSvwJO6Z*jix%MQ5$nQ6A&Sbxy ze-znb)vNMl)jdAiwz{q+_MqLTQF{>Yjw6qal>*|IL0_B1udf+h?4@UA2|tqtkSPA~ zKzvz6h4+;u$?OvzYQD#2{lY@aK)#|dMAT(|QtptxZ`p;!_T+nFk$E0nnEeAy0(s&u z0&v4X4TjO!pS)sW?%DC1n#)e4z&I(oxFp^oK;XtFG~4?Um%FTgu}}~mBFh|3${l=_ zt}Q2*w0adAD8EU{u#RSB%J}cHAA3L2(&@+`2rO1P+`~$!n56>q#J!Wy92kaed82! zZ4@6A6l6Z>WpH{L;HKzezR~E(H&)UCQ1oDX6?Ur-_is+YsLTgyH>&H_Lf)~1#2)tbG#c6}96<6u83 zebB0YLdIrBt=>0mrKQhfCwEQIrkER`eb3D88`ZpL8f?HDUDvj&Z*5iK@zYKr8lQY} z6o1kr@<6f>r{w%R-h=>PcO>`1g9kO6H(#HcOgZtiv{cXYir@F&zwhd{{c-Q2^SJzG z%$qlFm6Ma{(xv{8x6Kb)&fQKJOUEoBW^94yklp91I_MPn%$PYdos~KeI3?-&@Sb?Z z(y&Aq4H>(h8!&#aJB<$IS+1og@e#5y_Gz7jZHq3As}_Iy)ac}xXGwbT;a0vP3Xw7J z+;xLNfOBqlzi>vh@dw{v%B`$6ihe%)9z1Q1%iyQ<6NFn|@0eI!?aY(WMJCai$CFqk zELI5ZOk@=fId)K;8~|WEyV;xrIMTH;2r^?yWHB}hsRl(`UzPKNxLMfLo3?DJ*9?Oa z23|-PM<*haSi1LDPP1I*99x!wS%y>jB@h*}`k6M{BIf{jy$>7+g8s&B_d0s#m*r(; zDfss)XzcdqM9RC=Y%+tno9G4sM|n=%UxW*1pAp{ zwUaz-6N3#1xLzfmJl`!-|J?|P_xe4hSzP8hBov7mV5$lbw&vZmJBwq{U#j(<^WE>0 zb&gnBZlp1U%&s(xcIGH8K=-)ee2;iw2h69vB1If|So^96e1A049m=QUNXMmd#W}ey z=_)u-Ii1vm?ekItH#|~R4)`4mwR382=;PyE zJh5I%R{@UDNV3f_7zy!?H|d{E8-!TR(`TEay_VA`V2k`Bl{3gX)lb>hb(|IZNQ^#$ zLWO6h-qa`fZMr1uFYy`!$eEcL)CdMI9=_*#VRrO$$6ZHL7rhw8AN~T6DSoxBvBF{H z@U;coORDr;XyW_m$LHVOdIgNxJb8r^I1CBLk|=A+`ljz|gcE9X~?f|%d5epmdS>(;Y*l=u1b=T~V2$9zn{BW|76tn53L zQV-wE*4KW`0`COSa|QIsalPIXFGOOZ?=5@H%SfojiA}jclntZ2k9-3+=^Q-pe1~6L zR!zjBi_N73=3bE7XVWtN+`iYCi!T@a>5RxL?)?q!UHe;}*FhB+eb!=o&;oP%Mx_|w zFmGKKcWO=`X2(?;AI8pWJ~G6tZpABXjw5$AnXadENgUlU05v zXM4w)Gx3^WSv4Zxl>KIrxmX3=LNd<@SiS2IDwrEDc)sQv=3Z=<XS%{iLhf72(_rGqS4nk<`@=4qr7$#ycAH z;_VGDzCTf~Xe$zNh%^xT4W^5C82JWj{$1ZCGia`y^xKF?xWf7IZ%7Dy@Zq_X9If=G z2~EGK_tj2%s7MdC|C3>V=hHrG_}B*1#@O8rqV#5?Hx`c$@{Q%^uS@FI!2G}Cko-?2 z!C?W1g8o5o#|~VKxKb1)Q^koaO616vneTH1Iu2WLKs=7P+G78>&_am(v)8CEMYFSI z?X}x!D-v`>gMWCg1ClYG(MM0=u(1}cSU54#0!-Tj@y<{p8jO>`Rc}43ECXTph1?Ty z&!sO)+6~*YSJgL5Q5A=2_Y`IZzr?X0;=R2Em>DBD6G>0yN0Js24KvtFI2fD$n=jh)z{eG|FYE+dA5`F@qG-(9rmLB`u^AL}Vv|OG6j|681h99An%bv#yCQi ztxJ<3yihtJ{uo&_pJH#f)`*cKum1Y$IEY3`rHd9X7H6B%c>hp)QFaj^3P~I|2##~n zv-8dox&JPlGgZa}-7ggeClELHIQ*<>uxAHtYLfQq*};(r6es%2Z$IXNf)JH1&dx(}peB#i3-8?h@^9^JwQazWa!xILw-tf)&# zRIUl?_4tTFqow8s_e_XrkKd&S+wJ4HNI`H}Z@ zb#$hJC%pJTh*L)_7p`X#Y|j=zOr=qGouJgZ0w2Yu@zz40l&hgH)C-CUD%r(zNB`!= zkPlzm*c6Hg1t$<94m+CeZc_~6R~?KcGN1k!Dab_q1`yo4sYzsh^6=qUwTHHa=anUO z?zlZyUoR^!H^IbOQvpAVSERc%QUQ*n{&k~_sF1RrV`mAVi90g)jo43$zjp$NKaGUR zj+_HS<=1CIFX{527xPY>IW;r9X>S}_hvpnJ)PQBA18v03bK>I5j^M}_u%py>6WiiX zUG(Qe8RoSres4Q&I5XteScl^qH*OS;LzXm=Q>I6Oe@ zYg>z}dNQPMI>c!Xgfprv@e2|)%>iq zqmu62qS#E*>?#so`EPA!=CShL{6pi$jWL@(9$ie)RU4hLWBYa!T1FWgcNn9~G6aJt zpU*w^C$VhO*u|+j`6zKqA6Bken=U3)<@E6FwYw(<4vT2VS##&k{cutXMPwK8^m~jZ z1UxM+?ngn%qKZ6Oxt1X7f~GyhrF^MaOhtHd;`9}s%Wn|*{rbfA`1hjjZlCID$)c7) zq|!n2Q!<3LH{EvNM*0bs5}zxNx&bpbSK8BcCU!0ms94LP{NXA)84QgaC>HIZD>D6= zL?-GHKAmfx6OqLAr)r^yn#%{{gp-b=M~@!CPzShW(NwKLgBJ9+OcRnkErl>wTwHt# z>y0$2Vm{eVF0gbh9zx%rKk-P6NZ=%NJwNk8;*g=5S3;~`_Uzg(5UYQO{BbWHx0q19 z22YDz7N1R}0hIQ~R$sa&NmD}vo|yunR|Wz2@256XL;DQzNV-Uf=dyjfSoPr4t}e zUPnEy1N`Pl-CTvKF4CZ0U^j~1H8pYwDyKMfaz>RRoc-=Sob>6e$B0r=yZi$GQ>V*Y zv#8um`T48E;T;p__IgjK{QLH|4!8#6oX#f=?z#r+={v?bEClsl^1oZ-5|dPt4u9VI zT2jVfCe1$UtMx`y#@p{aCB{hae+I5rSLl9bgODK$6kRAF#C_v;lFdfBpcYiE4_{wPb`;{-oSnXaZ#x{W*|S_s2yALEhEH{sTLh zWxu1n!l;9I0F4Zbh&RG2@^;1K5srnGa?6J9!x0xqjCWAxl*Tk1R}f7K2$^g5T>t&| zT`@5+=$!^iV=Vn*wXr*|@FxBNs~A&9d-zYDnAPR0IaZdYMLA}a1&RF z(iq`hD0$F3CcJSJmbm3Zg&UQ!>&THK63t_4_~!<-6`t?-u3aBN7z{9LDJC<}l=P1L z^w|hwNXAMh*b`|g7tNdjf@ym3ua80^_9pv?Vh^FDt+Y!Ex=llSI6br&)736NpLaEEITI#u z15A*s`0>XdDd=`bJD0AHnb1^W-b`|F$v6Mhr3`1xAT;}JZqqdwX+U(^9+S84(voNh zESQgUN;L3ADzl>>b{}IY3|{{+Ar>>>z5xrr!~3A61kTGxp&x`VOl&G`W^dIuDIa^a zct_HVO4Em%AVwX7xXov6q^XAy5=ZM^=ZTL#06&E=T*Jh%t%4frCD3e7&Ld~zP zrTcOYU#>DeG&B@Hb3?zqMs#W9ON7Ix1qJ);_E9yKXBkP zJ{u#)xcHjN{m?Zc%TOnZKM)~n^UiUwr+{ZIGqd!{F3-RDMWj z?V{I#UW$ikZr53!{Y{zRCfFLmvYd=ydX~j3D>+n47coxU6_>}<9^rV~VsH}A5Oue7 zUq!{lcs^|8F{-5)&UBhk1JK_&u$qbW4SD^{z2z#Cpn?~07YrxZuC)x#Qk z@bioGe)!qjoAyV)#u+kMfrfiMuoVGu< zG%^mKX+9~=3$q?7~B+)Id*|R zAU9)6+wZq*>BH^;0ibw`6JjuPNysJI+2^F6SDd^;i?Z>gL;X-XZM?BqM{I8&-9+OY zGhDPP@>6(B=%1U#HIk4pRv&tL)1`vkT<6(Uoh6uc#$-H?W*}kGXF9K1l}zI-;IgMu zR9vZGL2^pGsR%XR8{dm}ZIp2Ew|{M)Db)M6jqEm>%77=nM;P1Q)+4~xU0Z-J;aZ~+6xEhAO(V`4~9+XTt_V1=4Unfwx714$?N8;zNqX> z_s$REHT3#K8dyvnjiQYQw~ zNBMsKv*J<2qE>Df5e-9mbVyD?FkLYv7D5+zjXbtixR9~mV61=RlvgbNS1v+rh2%H? z54i~5cZ9biZ6=w;GYH+u-9QNKw#CQCA9?!bW40#csacU&kGBm24FG6B!;6pVahL$6 z4pQoxe|Ed!v^gO)#(ObE#yclTUi|cP_gM<-CrLe9>vzaDipuImM$(f z;;r;`fpK~w1q(kz&Q5oVFgxHR%`Vri!=yRZ!_@*$8`EqS3y?-unT1VXOfT2IxG8*v z_?I`g{Pd_evTbf0*sVnk$KjbIm>dyeFvFn43o>QLXHg}UTf_Q;gTtgf!NWKqC1p0? zZZFe)q&TKj70V#?w5aH)dxGsSTYK zBm9lxLa2>?$E&TB8k$&14cx1G5J9wZ--lwr6YK;3Jt3pdjp)cKrXtC31~Y10F>VO$ zO#A=oboz@p?8;`TNfcyPh(`6T;H_Ec(s>6k*aIbjx<4+}buiosKkTb#v$EZD>spo_mxY1}(_+Vd3(QG5D(?;-}TRwQZz`Y<5s> z)Ba*kSLnaV>e)CPuXiZOH_c^o<~F}Q&2Qq$I|azwlH%=)zttB1UgP{f+x~OR994p& zc!HMFb-7I0P&>zrjg#$nw5-~Pstfj-KJwc?4&&!_dxhzC2oBo)=MG{#?s2nX9kUE@ z{7+LMa2+VESTBt_*4DjYykt65z8Iv*dF2qH?Y`}bQEkx8^SHO*ZT%BmTPR8iqF590k`!|(~=orBRUmCn>45{`XcuA^CW={qC_Y~Ilj0k z>d3h_*5cfKY4EmW>u%}c%oZ}2{#$j!KnkwdgLbuYIcQK!9L~oEEK}Kv%4A3j9=rJ> z^b2#(bdlV9&)_G{QbU-h08>x&^7(c=$SVGbTg-wS=hlkM48{$xR~&56=Fhq}>a&Ar z+h_Rj7dPu;23#+g{j0i7!x{HM=Fig4SQIL=(gccp zw{fHRqg^|3-@mZFW`wT+ZaoMaj4;y7V3fXD^{|) zW%}&1+UzN}f$O4jhzt(G_ailATD5{efB%H|6uH=22Et_{VajBh=H^1M{>_nWl#wndk}*}%N}PwD;I0I(;NEwuMBnVSdyHOZiv z@Mieuq?L@PEyz&HVc~U(5_R^~X(G);Xa#m~!oo`%yv%8P$})Cj`XKVrZKy>duw@~# zI&-sidiK2JGnct3o5f{~X@DlOIB7sSiwjbkUj`#^h{Rsh ze?9O|WwtuJVS+gd1iF7k(xfJ#zt4)(eYzU0rN@*66 zMU^3exNNbFp9x991ZNSqZXSj`3m^NJ)zyVv>t1ZBiJs1_q()E0NRU{Kv2}H4>>~*a z$6?r&jnv!3|M2P4r`J6hu!!z$G51K>iu;5aRnvhEyV$T8$G)z+5Wl8)KJlS|858Q% zEjB;u#rbEJ{3uO*ki@Prn;u+#Q#SLgfuj)9Cs7$Djcf+DDh&y608(|lnfai;`=e8Z zK5F*^X_6BkG%V}e3DQyZa6>b-^Y-AVVd<-601#@aBWNWMOWpjKHTH4E;y;BF-;Hzu zlgezKDb*pn#5l%E1W@Uy8}?xzw3Rr;c2hh;6zc$d&EqFN$=bujG8(olBMQMK4}cG* zP|7meMm+5|T_GBo)~8QJ<4@%(M;*y^w7$OBL}m1uOnEu|{prKQuOpqD;BMkRO^v)g@dD>t8P~lmDlM&T}G%#jmWyv@Yw%yXwP@}tUeWk(_M-Ui=y4&1u^=TrC z5L;|OW&|=c;SCm5;JrggAhooltZf&& zgRPWiT{h)1=J(-92&yyg^Ind^=SB&Xhm+EX0J8czGKDxlVL9Rok2(s5B$ZTf?SY7V zlPv29C{oljATj`S*oVnJeD9&>Ysp&`XaqV;HcZzn#9nq4OB8#Q8AuuB_*B~I1_Oji z3InpUh9J<*Mo$soTpdmgTNqOsmx6d>t^hf$Xp*~;DPs@#E)yR1{yr0`)B47NlbF<}T^tf2Q7|^Frl2Nym3nfopx2yP!=Yz`BKq$@7>^il)p_%YN-RoU7 z90!dX#v0*V2!C8$A7Mqwua#fpNcY2f<4+lcYx)%SXn*8_oQy27I04lqz@t?gBb5|u zR9@cxsTgd<_XH>Fl6%nE>%f7&N|}xN*8r}}=QWoO`a+#_Wblf#KBGBHCkV%KQQS`J z^P-orkxnqFRk&UXji`ct!id~wtdB4vTu)BMCFE(wS^Y9PCBz{1*WXWX7Mvr62b5?9 z8%JP1-Tmu*p2`$N0?26l&6pwx+tLG?7Gf1b3QDj{2p<5YW3sQ8RI>&uXwD!a5{8%FEy+||UvX236B4nh%G zplsGykx;zqdFrPRO09hT5_Ja3)Rfh$XVZvXb`T?p*NFjHtgj3xLctqjc5su-+@jfF z)Wq)OD&#FDL@o->r|5wi*|l@$&FS}hWZFw5gA!(AliOVyfwYjsMvQpc`Ir4n?7&1v zC@T)u$ypY5&x@IFA({>qX4Q5S9~F7GCkU_4T51vKp|@plqD=6uF}Qx^N@yFi=#fRg z`m<5wi!s1MT1S(T`j~b5QsF!dbw;g~oxdM6u%KblODXMU%oQKltOl4@WVG;FXB6Tytt?GMc- zebPv09!M)yqmjdusItJ@Kx%1}{_g+lHdG$R?knCTfm+agQEGnXz50gUB$?8|AVl&Q zrH^jD0}Zw6_Gv|g3C@fm;AYf$FGn4CpGCrt9h>-%*2CF6id4CU`nhCKJwd^f1$lcYBzLq=;<*D?H)Gce~n*3lzILpTk7zWTYI zTJmsR0Pi5pnB02fQ9|r>N(hEu5wo;AZ-u}zfAMUHA8 zNq6FOEP#WgNq6YvW(pnk;uwZX$*rqX!f{L;AQWc}1avf6S?;Gh9ARWb6NQI|Yh5zTEb;f1%&%fHC>Ob2)VOG=> zDI#$ib_F^0Qb*8J8YAG2d@PxS)~3Fpi@#Gz8;*3M0y1T=)L@F}2kvz>DlPOkfip6; z61)pQI66K32vQPZ{6|B$YAME|vFeoajyyY=~wn>dUm}w+_D#`R~vBibI{{6y8(jWT^z03aXbh zo1Bt@MfsQU88YQrDq^vJsmh@U45L-QVV_NvK}{rlF(ymH?x_a@6*}7AzV0DfJ z;)y#>-%CFzNg3vuooxl;I=eE4@78g+!(lln7>%ytZe~5Cd=Rw_V=~PXna_HBH|jQ` zQTctlkbLRfka5DHi!Pe)T5$wc*9is)JH*ke;pTe+oEequ$r7@;j>GHw* zml@Z&k%ueKg-}np%q$f1$$w5fnV+W__*SMwELP9Qx4H3I^0 zv#LYl%>Xm%*uKjCGBi468y?j&&dMqIPH%#_IIMxer=ZB>rc}N}kx!xObj57Lwj~}YV5|8A6orm(B0b~4sw#pCUPX;KYu?*g9bM``k!08_!H1=@aQJ-59VoTVf z!Zo2i24UY2eNW6w;*raPE~PVJ-iAWw;`^pzUW#5*tRDPB_9jHBgpr^lSp)>+VGy^> zX+*zvj9JslIh1-T_ZK$RU{d}`nszFW3^k)b_|3raQ2^yfASfG;Yef3IU495~OLavE*`<>Jj}P?M#KXT%(l_AKd*mVS=XSLl{9*$l%y z&R>x&If8~_4MSEhf4ohvKoC040P1DuQO>QZKIcK--TRe3e!M8;y;Xvb%|FD%bbTRy zrqL~$DU592%tm3fl;K3`t1o-b_L<-0ExMk0q%b!pM;vdWR>H5iMc=VCrKbkp)JkP$ zWDF;WnITPR0hfuc4}&GQ8U=Vgo7mXs6Y@qv>_ywN&(#nhb0i#wcIWYNC8?2$hcj&6 zjG%p(_OjY{VyRYrCR0=P9t*CbG4j+p=P%nRD4Jw$T0mJNg-%Bw88oZ@=g@>+eLzPB zV$+qM&F@Ut>+l9Gypx|BOi6!Xi+`~{H6-zW{?dOR&-Z3bnIch*n7Nq0=HR|{e!qPI z6)RpU`METF`0xhr^`!>A<1d`_e>Q`Uu`qY)nps)5aL#RSXe@89oHS!%@c6I3`(G>N BGwuKY literal 0 HcmV?d00001 diff --git a/docs/docs/guides/integrations/imgs/nvidia_pokedex.png b/docs/docs/guides/integrations/imgs/nvidia_pokedex.png new file mode 100644 index 0000000000000000000000000000000000000000..51ab369fa8ca7825ad2baaf60d1812ba463ee751 GIT binary patch literal 45205 zcmcG#WmuJMw*|Ts1!)E85|QriRzSMDySq~aM5IBwMY_8|y1To(yW!ltpYON#`L}ih2P^_9ya_n^k09ZTh=>%na;n!>$V{2PH+gubtz{#1Lnn6rot z@%?-K+K-IV4e~#?89)E8dy4^s;}yngGf>kYnq}tihg3h zB%ug2uOa)-I9^{u3cC9Yk{aiHUb4zUD$JQt*s6uQPhR{xPM8l^L1_4N5IU`0wYh{3 z#_#_9+!w0!?Z!Q|pR};pe;=ZaJC$KFsW<-8E#?K{-?s_8(uw-NT+D_4(kmP(xO}(6 zYSOyHyi4iEc1i4Dfc)pzS1THrfeRN**-b;tW(qoW1MT22@5Bcm;| zmt<5h(9rtzq(aiIQt<09df?9vrh{pDZ@(*PdijgR6#Z0df@wi!yvc!GGp&I9&OmEa z+TO;3tZi(ZOrfr_d9KLU1j8(q(KZ=$mqt}lT@H?*xj(Es87z4D`G!5H)P8m1y&{0f zEw}{|`rIgetWv~dbAI(@APGOaoc`}*fBeMh%KS!)6h?D*u4Cu=CoVOfSG>=FcAH{B z?$Yr6?n#u05HGVgKhzDwMb7Yt4@#xK1YJWud)@&)Nd9V^)NhK&$U;s zvI40_>s3(WSMBpNeizQ4UFRW-csVXnVze!Oz- z;RNHYfkBKeQ0^y9@sNlVLVR|$R#qgFBag7Rm{nhg{&zdu1TPqW%#nZVqM6>q8)L*I zuR64}lF=K4&*VyNrpq@-NEi0|b0vSS&v957uNy+2MzemBs8Pu86O}i4JWQ&^u)k?F zU2FmmiPVh!Gi5}YCY!T0nPueSNc(qZuEggSO1AwrLWzs#M|6r2*o;YG3ylm$lrh1g z;>Bw2#ZyZsZ-zSCueHC1OHan_Onv4N$F_{s!NUpLpgCxVn!J3E%&T+Q=+l>Qk3%ys zu+H+$QiCH+`YoPv&HPCQbFmiz6E-4k(*?_-*J%xLQEPMor}KWn<<;5h<@RWvTg{n< zCBKiyE%HgTaLRFSsMcutXQBzKIRw5@lHk~zR;3`X0|WQ^2IJ{pDlUlp|DG{s9Ue{l zSNZ&l+g>W%Me<}<*-palNl9#YDSc-R!kCMNCVoNtcYcA<#IUsDxSeenT12d@F>y`z zZKNq){mn;2Ps2@4#$V?M+3iK@$-CRH#(x`o)}wZJwU2=r46W(u!Jy@NK{#J)Pf_LB zOKmJ&CgiX&5HDmbVx4B!pTN8v8YgGt~C%q^XIYFyQ8VbG9dE$bQu#-ull z+iH9@wP7PE6zH&DULh9ZW=~E-MqFv%>^SYUYKjaGZw@lyJsM}_wca|SHypfsDTVCf zxi^}}X&UuoQ_B@Evb!xN#X}@U60fIX&^EzLHseRp_?Kn}9S4D&m0dZ_c{TM~cRxY@ zP;{4vq2=`Tcn`V16Li3|c*yoAS8kKi4HHs-e;}-{udl7A2lb~_5c*_y?C@%5Higal zh_1}=j_R4uqcquDZI*O-GCJ&_^#!eVYU!L0Ha4(930Ek~{vmHUoapZ8R!JH^y1NUs zBa8q235w4eTC|EOJcA)(GJByx)JKaG@Zo#aZ$Crv5@>4G#0^&MkyqJZA_z$)@w9SU zHT0atc^!4uzjStWJ=(vNV|QO8^Xj{Mi5!<^Sz>dlsOh%L-FSWC<$m7YS${F%WidmCeXl!iNl6KWi_IAVLLnyaF>$5k>}OXY z=(5bmpg^%@-{5ufmAjWeMTx=fo{YPFS^gzI%9f|C=o$m>P_ z!v&9k*M}eOZ_e6`nNH5GHgiz1zjhnz9!H>wd!C|AH~-zSHj5>r+1L467ziY&O$Xe4 zQxg)>aAMa*pM(X1}=Ktm$X1ZLjq%{ zV3vZFNTbBAM^r0ynGZdWcpIUc?1Xu)x41REcDc`7@8_%5SCaI#A9*l? zg%<9YyddH(hXuAZY5xYIDmqLF@p*^u{y5|9b>Dw~SM_V!7}m zunayl2(zcyA9{6dO_}C?{zq`fx1hd0-Iz(!it1=PYrX9gh5FNn&bz}_r|sbev9!|$ zH%B5`+R&=S``4*`DRz`p#;;Luasq1TUBn6P4D`m>7#x zhXPZ-0V^ISzo0p;c==Q6)5gJ1>PyG;tC+lw2y$LmwSBX+!6A4v^vl;V!^TY2H8mr7 z!jl4G$nOWVwC_8pKM)g_d9EsEJ{&33glzBCyy9_xw79w4SJ031zQ5I`!(?+~d43aP z@d#HoZB8>w^6!zAFCVRO$;gd~Na)q_m(){K_F~#YN8$S((@8xGTUJFb(?nZ;2Hn`m zQ-6LVMx3j(z+yhvQgey{F`h4F?~iApv3}6L(z(EU1(T|&jK|?%t~D%}FO92C@Q$q5F<|#cL}aS>zu^Pwpfc6Fn)9t>DEWU; zgZKXe4KgqO3o(3Ow^01|;t6lCRu}a(e!7nMU*DD}A9d-h6z36mLY$KS-`}Vo%N2E5 zEvlZVs%Gtu4*Yj9LWkn}0K(D7lK6S)ll=7#3;G|Fq>^e~^grMEiZDN79ro`>2z`r1 zze4|?F7OCaq^I@%4&fDH8=i;`6Sl$S6Slg{@5;tB9naVN3pJ`K{|9ru7EmVUhx!Y^ z{{OwmDBOEC2OAVC!n_e-F_F%^JDd;Lh>B2U0~M zc~wwW{g_dTzjLT(w1Ut5S& ztx=O9HcX3@6E+|SfB1K!%()!Yv0of_P~|Zq*q*yk@ifM)XSLc?mO#BzD@xZ=X2drg z!se{V)OIOLcGintV*{(9W5Zoy8BIQDs;fbo5&U5S4J>Ax#wV~g{ZZWCf9STgZP)t> zbkb&gpfhPVclBe^l|Kz(Gd6$LHM|?^U`>fb6mmTOg*4}2LnYfXHdxB<@i-BqBALP8w#Ic`Lhc>|pz zI(?GfWnRmj_XxJ5Vp|6m69PsTHKRm*RK6Pz?dOx#@1o$zyL)rNeQ1`a@H#dVugGN z96WX+o5Q#Lx(gI6G&%h^uxl$1XLo>-w?w>44J6FgLu(y2Lq^IZ_43xG+J*H<9;w}%iZk=M zoywIh&^u%4^^{9=U$%ZjO#d875`@M0?f35wz1L%7@|y0)pH$0@`D17_VtKth!!0Zp z>f`A3I#S0?pD9M1pc=4MjK z{948V0w#~j_3qaU@aR-aqf)#Evy~QPQKAc8j~>0(o5^lSZf+!6aABkx{bx6=Um$M{9j6=MYx@PuAT4Mt#M$FiH(sTZTHvLqd+)EfxRE_<6Sr z+pVMJ9{g{w1?DQAvfNHNR=#pY>%{e=L^^0}>LF@3(I!V{%f*odjNQvs2>Yx~pwgoxz;J!uK{=*=_VK z#~CH32?b+=^nKh#6k2RC%L3ULOc^ZJX*Hg$q^_*2M8Kp=<#S`ro2{`k!e%k=`bjSL zv_EN^?rh`cVE|n)i%GB2uVYP4?ES{eQ!HAtH$QEV!EWn?AyU$xLu9FU8VRjOyiLRu z)H%`(ANA0M#L?)_L>=~~Y&2cZ9auCHY8-i;*Uwq6uSN#}FmBgnn18rT?bd(Ktx=f) zHf&>Fi4B02#Q1KyRO~g68{xB6kMGVC%F`@5ll2V^Wtu+YV6&J3EWK^SpY=PF;VhgK zRFHwpy%_YmTR!FH3qPa#6Bxk1`6`XCSXnXfvCiMdsk9I3*cW9Vai?HUz^6-!yf!S0 z({MvBc3XVbXUOOv@U@3qJ5}aw-_)+@CZB*J$Iau1_3QFWqVjC?uKYCA<6@_B+`-{p zk?#JE{)OdCi|FXkP-GVu7cd~(^&T{L4-XsryQ;^T3NyR)o~Y*znx5AN5fKq^;^%eX zB*#m>wLv;jaV@2*k#N^mt960bzE%O>#fUzjCoL1;;B+`Gmgk5! zRpBP(cSb6j$-tA+*C)Q=|W)M zo9<@xZ_fAIPf-Om+J7^H8x>ZHAZ8Sl_%&|yh{ zMaq?EC?2vsoRmx>KdN~C(!$iY_-2o=mp)3iJ(8MZRo6%>b?=AVa(R)0a}aB#imHr^ z3>!Q9^2&-p6orC_q$Ew44jUoiGcB#f=ML`f?jY1c6L_4x!NS6VT;1F-X#ass6l$1V zA09S6LZ|AqeoN$V$nBz^%cuEMwdmQqHJq+eZA~~mJ#An+4^kj&55qbd$HnYJaFF@j zLv(PBoJ8E}4)Kv8>h9`Y<{}lH9&aiD=(3N-dP` zQAU!KKK>ybNDd^Mq@OpTAU1|P(kNti5yOTk;vaQZ9Sj8BCj^u;Xq?sB1(fvhmIm4s z)MDiIuW-1Ykr|d@fpQ-lM1jRdk7wC(SxBCqo_(?OP+eY7bY>Iz0==+2S4&XwEEb~v zNO)I!WrGk*I&H|~-D&7LHNU1NeooG{$|p{zgT82LweR1%9!a#SEH%6@EES!)BZ$}5 z*XdnO^i?ZN+c#4d@#LueUjO1!2AMfXvt1;AmN%a~ZxCH`RdcSbHpj%Io_C$d^=w-> z2EW0@{0tKxhx;383ceBf=_Rii=ED|Q?ZsYy8wQEZwde;(lVnPBP+S@0YA4~)8N4~< zEm4h}p(1){Fn;S@6Z*;MmX&cvumWhJgF4#Go4%>YP4E! z?iTH|kkS(7??0NOCeGJ=nQyft z7>n8TZCYB|+19WRfEFvOtATq;peUFwu|uw@QT@iv75n`Z{;cl>Z#NTzL(N^W8=_TyTxY0Ha$9G21%OGD!|B4?BN^}(vz6_j zV&BOtdY-D7cMX!3O07M)My-9C-R8j4Jb-9}mhE+qb9+9iWpsaYj>~5KncOR#jDHH2m7h%*Z&NHcB}@s5^Xq zG@)iy;(Bh{(%LHKvHuhWC=-=g;b~z=e?Cg&yIFK5y%csl>4IrH9+SdEo)#pUQ=qju+j27<>Hf9};y1fZ?9vN~+n zwq$P3wI*?URc~vq6j028HSY`u#KioV4n?y4B?a$*Z*1 zeAR}^q3Xbs-Ltqm4iD&>8Fdbay*~pQb>02c)qDCAd+dqqcF`C6vm+plAQ7;)jG0_} z&7qxNfBYnTdOBv}?B;SZ6xKX7HAUwzW2Ij0oHM0YhsDaus;jFzv~90mYY*$w%qJuS zO%fS^%zGC`p^$q7HiQ}q+2Kq@AR4729SBZ$_xCO!{KCJ`23cDyh9<*uzE(a*HbcCF z%(vRhe6c10u(-dZ$zsntQ`{d{nOa&;efG^JE!H-*GRvI1Z6Saj@S45P$jXu{$R&Un z4J5B79G*mW6)9ItM7SR(9D1(wP1`|UyqqB6$kau-NoI42&*)VuF}z+Zw;27A;u#mx zt-o>~%Cj07x}ewNW<|g5bxmvMb+xU;!7~&R)r)?z`L(IW`PeotIQ{5ruv;t~@d8Db zKzH6(?mRl9D?9gU8+zpaYZNU~R){WxoUsOXEPE^Iim{$jHn&w2YVPd!IWsDaWj}J1NySu&Dr<>GTb#--iOMjmAP7d-ua-oul zzvJOa2J@!;6&_T6cXy|QzcVv+_4Itw(~0CV#mR@PWE?IJ=FP}gmzQNyc>$DLBuD!p z5a2K=jJukGdi#A))M%pkYk&hY1seMem$^LgEpz_3DZ4dYVx|N(<4O1%z6b0p%J6V; z%u56nmFd33bC_m+e)0QbPRPz=Uay%|V}D3e9p=T6pn7od`pG&a7l$s}{!Asg%wq-A z^Vs`advhjiAq0Y+BVpm=!4U(lhpF_v>AKK+7^IQXPj-!u8lwA_kcIp*MC zV{p;8Xzl2@k#Okslm?8Yn|KZz?@8eNzVag@u3rU2ZrO8~TUcB_bf!E}eOIHGOr}$> z3lw|*5F#_W4XA(PxqD|>SQvfFX*7W#@YN?EBxJc+hltJoiY}DbahJLQlvJ^oo9;k| z2;6uK$jgHV$ND0v7M<+!Ld|MvYe{=rlY@{x96XjT9j4{Yb-rq2TZB}$M_nZsx8?J? z%RRzkN4@|aK{F1Ji@~vRUh;;aVnjfIh7u0JC1hrfn$&dbXK;gP?@kl|pl)-vB?Ep^ zL{xO8EdUkd4ak=iuZOruQmGRF^M5+KfCA;Wk^WFy9w8)Mm|I}~iz<`Z#EUPQ+;!p6 z$<2WHd!}6Lj>gW;&c$%I{C>6$4F?D3?53sW+mB!J6!dX@RW!=b@)X3iTzIgs0g1d` z&86=1ps>Kf5Z2XY0J=wHx36r*2k=AaGmY}%6ZrJQ7QPWyCjA6JbN~WvaL`yR&0A1YNZl6E%#<{+_`k8A{p(;@UD5qpQ zz}`D(01oE*v-Kk<2PQ3aG2Juz4UrJZ9r$hq7K?d3kbjLKhcQf6MPF%|=T4DB+}1k7i?I)3GsQfBQwX z!rH-s5FC*DdM-eQL-8d{6i^}m*q^Of?@aMp9?KbhIm3?W`Q2yPAG~q-xKl_qBn1RI zKY`{BiG=BT2TBOQjzGLZcaGfO-}fuCdtio{7+4&rapa>GYx1rzL&d@A9G_A)l`oR~ z`0>Snq$E?e76F8llQW*#tS7Tyjm?SXYczGd+6+?d1Ayk531IU|?#eb6Cqc!aQUAbHzD1p7SD}hdrQVj- zDoiyh7mCjU%$r__+eg^D`RMYgZ_IH9@Np0lzl z0jc0khHN)ZQDawck%Ul={K+uP^&_Xwo*dWl*^7;Stu{eHXcTN&`{#ENxnt|FQSDm$ zs%r#BaBp9@-YhVIqAdGJ2}3hi8Uea1QK$n9y+HNW7@nnJbkr15snO zlSjf{9HEr}ul*=IT|`7=DPZ`zcd}d+4OBTaJ?q;_5(%3= z{9QH&$bk_tF)3Zc%e>x4yZkm9n#~_VZ;^4^W_ttA&Vruz;*_fv5T|;2+yRk8f9TJ{ zr^b@ThmOWE+yS$P({MiER)4WE3x<8N zcV!bj{Q{bj(^TE*uI=-;V9f5?bDZt5G$^a4;~DDRpC1JTo`Vhcgkd!59EUR{aDezx zpjOo}Fc7jmnuUsn)(-X&WDCG16%`dwq<;ZiN=T+e!ph;{U^tO*EQ0}DgWDwuF|nUS z0!z39fu#hAZ#6fFzPi1YcfQTgKH)MzB=(GCiGI{{WAy5_2L-{b)82}=BXI(=Q@Ujm zXNhUQD?+c6wwe%aFM}0U_q(hy}=!$5*KR!M%%8tR9Lq)6*hgN~}F_ZD! zm(MCppS{M6ecT{YO6bj_l`6gAE0EcQAuTPnw8BUnH5v$uijv?fPzBY)*TM!^4se+H zp-xdR@wsACZb`1b?R%O{WH(zi-SvS))qYrJI9ee_YC4h4FD?D9Q!4SdNo2>_!T4!q zhf`8;Fd}pAtsN*{Vv0V><{1VjgcOwLDipx|DOv5LPv|Fm3x@zL=#7OEE+b<;T^qd6 z;CeDJYxTU?VD{qqzVfX*`a?skdO`GI)BO)qg}eo(8hw+GpFSP0MP944nvG>Q3ln&} zSQ|8Vxj&zb<91^K&^Fz1f9C99K4Bn<6BQqS00jE(uC70=tv;Uu(QQ`RU_o*KfX4v9 z=4(Bz>aZaOBxP8_0}JGGv)0ZO&-PlxgstfY%2CgUXs_t}r9aJr_Rgu)P`8)Qma5{s zUZbFVJm1M!G<}mQgy^+13BQ`9m3i9I*3y(>wYI&TQ2K*F2P!ua0hVTJQlp3K^3G069<9Vm32DbslN2w|)IFDm zms?dTT&WlDuNY;9>Bow+Vu*x8hHDkX;#o}8^XXL?Z;oZ2DqBtGZM1JZXYauIct^vN zyuj@yz5Z=KNUV3T2u>n_sdBGzDBX>9qF_;4+X+?*8F_DSkInP$g<7TMs`|$lyR7C^ zLm?G|olUBqe7eWHVz1!g^%hd#d-VGznaw7Gp3Y}XjDJdsmbVI?;5P)Ft}sHNo-Hpg zKU*8jbUtjjblxqf5|NVX934dk`KK$K2#eiTUuGV}=#nQY6$q|HP3QPP8hr(q-=9u| zzcKvgaf5ma5M`$i>Rt7`J%%w~E=il3kHV#NSrX#d9T_q+CTC1~|yWN&B< zQL<4_M-$dbXUvu6tOF?tk>3RK*Er6Vnpw&G*(NIj&m^A67)_6P+rEW`WTRx)2;pzY zs~MkZwe`$eM+_*Z8jNT~Ga?)Lg-{;w@B4cV2+H8 zEX@BKg5mOFph~UzOCK1-rMjY~rO3fX{f@&j$kEBk`wt(gl~*Z650kmOy1JHPw6ad` zLwVEWDYhr8kZGH)?kpa;rX;!7r_uG4r+k*+1@<$Q#fK`VjUx+(8$PhUJ3^e zyys6<&VMR;(^YzL@+W3xgy*@ke|FoO4 z=%o+S8S`nmUTnF}KBA)=JT?pBvbzRFk`AWIljo?B{?z2I)ipBe1l3x#^)|!#?ziDo z&w1PJM@jp|!GE-1(Y)G@V6mH@&pFA}ow!R5`hm8XYc}^|ezAKr3t;Q_sfyISs&{}? z=_5g3o4GEL!`kZmQg#}GOsphwI*k*Cnq z!$$sfW|ASAucoo8_^Yip7@O%GT``N6`#GZ5z$3h{urOe6zGy{JxZgA(i*dL^aB*>! znY=W^H}UZB=;91yS2k1J)z^3yu>0rFH-7^BlJOEzf0GOh;kN4^x7}s=iF)#pmd&?5 z6yk}3Uyd{iyr9AXssO+5J&e6wWjlnl(<8=~GDo>t zKti4vacKTtoH$8@+=$3$2_kl8M2M6VD;L+?(V4YyjPmg@JIM{K_#f{>n{=Hf7FmW{oAF*Xxf zcf-W)IheZLO^R*Cr`Z6<`FqbhDc(O5cy8=Y4=A*}k4!Ash|}!sY#eN_rAJdNlV<7d z1_a*nB_zB+LWz`p#cTUjk5rOTpHJ$m=_Ezz-geohN{JyVWE}8oM@u}}Mcm&#Z%@Tb z%j~EP5?BhQ4iE5p*Ek3ty`6h6xPb@eXU5=ei+~T6foC#LOxV)QC!TkUd#=cM?9Cko zb#&Mg^5>_^%gr9v#Z|P@ysS#SV_2uzs3;;S_(_(#@%An*`KncZWp6M*%@Rivyfc!g zCJb<_iz~MmwdQAY_2&?u+shAZ#nI!A5x^hRWXxWpN*#iP#Km9_Ij}5*5St4BYo0>8 z^cZ?aP8>zlDRn$I)d{S8kh}9i3h1-#Z!!Lyl`JelF6Nkv_a~f)JLApW!_B6gs!2$s z!Z1NXs6y#ET@SXlb}IGefHc4l2@SaoT(v8?#@CWkULLL`1qYbMm8q z)=|&Mtk;Y-WZl%9i*b`?WgH{9d7>jznlmuEFjFEglgVo23->MZ@!*L=5EgTJ8<5HW zF&DHotTambI7}RH_|)R^x@2}SfR!C?l(5^|x3HR743OK*J~;F* z3RQa8^Hc0+v%O;qdt{l_XIMVi_)$=RSXs&P(h$mgwkCA2@!F5J@ixj!F~3!t?&qFv zw-$?ZLp%X>0y7B@VL+4_>v6kN)5&=#qjH5MBW%Fua?=H0?D0GRD8$?w!iSY|mJj^{ z%TTd{zroB@F16*@89Q)@#mO1H7m<`m_iPwK30;hzs(#^K&kgKCU{kAB8S8d;Tdz%- z%#@oy=TqR-x^wqn^SE$NV*wi%2s{~|(_JA ztyBsf3wCh1W$cGit7Tzqn5l$K^Iw5DVR?}FOl zyOg-@Y~g)9+cGRJ9$vNev1r=*%l0&BG7%9`5=u`032JN%Wo&I|S-DX*yMyP)u%F39 z!x2h;6d}(#9#pwon3?$m2R|+5UG7y_Qe^MWxf&L;?kiHM6iS=h38s84fA-UurS)ye z-i=@x@>4w>*M{W$J@a}?K(FO&`^|_*h;`1-kIO2hE3U4rh?}Z%gdknCTmE;W6N8P; zmm{ysgbj~tXJflIn_~EUDAz^r=JLR_Lfr&7b%D%bemyfVfF3y=q?pw@(eX{_eD}3< z9>+FTocUr!if^0#&DqvZUc?1+5)zhV4nl9=7cYP2dX-HFCFH>eeD2m!%{N(IINHUPgjb)6)?N32NEFbL!NNl`mtk zpI*otkIKgT&ldKrj+wjUha#|&`lYu5)@IRmFOA>B*;qQ|`Fi2Uj-}mIhuM2}wyE^d zb(O{mQwK6MxIJ?V8M3zsd$aSlk_Cz-uJelEA$`FEg(Benxsl*hF7u>JA~3dy6V*Zi z++KdZIrbQ0hTG-^pyoe|e&$b;UfMng0ZRuqArdZ!Vs0EXWRT|`bCXt+keevdALep- zm%wldlnEe4vU?rFRhW%0{YlgNs1+=j)w{YD_iASxmPSEqQlV(0vznAZ=d#gyqfe_v zY%sXFc>(DQmj-_2dj3!E>uJDpdC{lOb3nKYW%`u_Ndg+nldgeEMfgl3~9z}|TQJ@#8T28QbKCG^-I zkc`E?Hjm6yu+E`;@9OG%&q#^WM8U)7+34c|6AF196V^3e{h~$Sq$)ZHM2x`)K?u++ zmX;5ChEcE0NRSA)KUd@`SU0dFEE)b!V16-e}|Xwy{y4c^R9ql9NmyB_I4 zvFSYe-k!OQox}354phmoF&oJGl#`ZEB03ZH@rk|BR+uLsJOL7GEmgqb59eiGnCuJ` z_D8DUE=2xRMu|@q%fDC)jP8^J{!TH)cl6Cu&Mo~i&o*g*)L1 zsq$}0@?VSL=bKnYVY~z0S=$PZ zL|i<$D5=4&j|Ga$ThdqRj*>{Je}EM%v)|276I7QhU=naV#+@hMTq`g&GYR?~RPu6Rj`{z*xIiHeI;`Q*7VG4n=X zZu)OiiHs}ok6s1=#3oxNR56Qm0&pqyUrQ-j!!6I7U)4@b*%+!%ma_kVG`AmpCI2=V z5c(?o*M17_{(p60DX8ek0@I3YN3+635}Bjyu;6^_fsc1yzP_t@Pp|@7IHw6&8yCF=PBjK%vNkgMk>w z>5N%??5GW%?Je&w)n`cv0QXulC_!nbcwv2@LY`v+BnEW0=%h$7SzEY_#{gi}u^I!K zLezwdtSyCR@A zmSdsH$Y`d*Qq%DM?$Q$z5qgA?p?h>QO6B(P!p4Xv$jH#(^mgu3Tl?lC0^sPtJ0%bC zlceQOrVf}#jUN5{>u{vFdHQV44<7{0XDSme7u}!X;3SCRCIP=q8Ze+fEv8etpBL?N z9f4PxQD|Wh);(rTO-)}iBY~6CWDov~#jMlOt6kQ^RQ?8Oj!Lsn$(n-$^Dx%d#k3ke zKk9a6iUBSww;Y~2si><{n|8F0nGY?k^c+Q6Sw+R-_)V*D@6L{46R@|33yb+=!~Ktc z_aiK*NIdVZS%KPgbux-9qwe;~e4?B_>@m|5wB=Ae7_no}Xk-EcAPAd1ae}({z{0_W zKCa(^ zZ9j?bD(dn1g+AZnf&A&|OG^)4$gf{|({4+zy1R3LT&gSbm<%$$?Xm4!PRB#i4O3hi znt^ijiSN<<*eW|o>`vanYEI!l6Mq1F?Q?UUYKoTf+=4Xg_sQn3bzeW|;R3n3(t3rA zh=}+fK0e&%EdoQ?<5$iussr2SuAVm*ND|oN>3VgFkf&6NbaBDORgGL?0}JW_(VL6C zzRINA@4-^PHIuY!om{>ce*{=>bRgu6CyX`#z z9>ZXLreA+^Z3KX4fK8uUkKTGL4bg`ru}Q>)>?@b*;xXqbwJt0~Q_3h|-L4S_ivXZGK6xZmnIUQtK*}P0%4>!k-*7;xn{uB$lAK9Jkty9f9E14{n zt4jSTeY0Ogj6U^{k)?HY8IO#NZjYzu5o;f50qmmTb}^jkAhwWl$FXg)4O&I~qv%E= z#6Eu}CS{F*KHpLHI5h)29^)gyz(@5|i#)@zqoST#iP`B!GXe-e1AWO=Pjs_o(hQ)> zhP2cgpINi4yoY~O`J~M!adWvX3e1MRiWd2)d6dbCiRvgQk)K7xN!W?es;{dV%Sz*T z+@4_v#}h)i>YACg&b<_)!$hd6Cz!w1f!07;W&F=@`?8alm*O>}a>HfhOAOFzP z{Xxd#i?dY4VACfg3m^0TS=Ye8@(I|{MT?@VLJpw7$X725cp0c9TO~>7SjhseU<(vs z=I%Td2`|{1B3+BFf zG4p=o9Ye-2A_Zx<=suB_5FqM@hFTPqw|{ z(nk8B#7v4UX{Ku9XgG3h`y63^Jf_y+>od03o@26JlM6o1F0MljVh?Il<>d(Aw1R1_ z#Qu_l0E0}hxwO0rsjjOz*?}LNv!4U62p6#q6)7nJ{A6QmuYa@m5^!*vBT-uk3!%F= z7drx{B#4mjAtCEyaj&2+4^3QVlas??4cYA1UKkP43|B^Rg2M|)kfSv{L7VbY`!;iy zvZEA*EqfPGjv@r#3|y5JY3v$;asdpa^#^mpRIv-GhpS_yx|hw_-i)_mKMtxLbI2*i z<`d?0b=>DORAeEQOj%u7C)@FT@mw1ku$R7}F{Gk?5zIK1PZ8%U6qL1{-EvVoWeqNt zL{iwFgas=|diTf6fqj#aZ2T}@#?JBfIHFETR9wtIIc1xmg@uT$STSy)>?9&CD!AGB zW6|WQQoH}s9|)xIWBY3~)LtJbR~b^Ku%WOSTn^W-j7GH5?VWWI!qmRm#!ekp$RNV6 z(5!4Kz5D{CUaXrT?L32MDz$E@CUN0s&Ke1xcxWEyA;`cWy8$Br)-qG!w8L+JlsF3l zisO`ZWd|=_P)vMN%qy#ZQ>c=DboOv}lk+>n=xEu9_bpp;OjhT_#ehi9M7fLyfWdHI zL<^o<@*Du<3*_6y2d=U|HG7G3YG6GcaA<)Z`R-Vpfut-hHdZ;hXhFo*6zs;+rbAHK zLPW$x(|#0HjemLe=Qz@6czu0&WzSd0&gi~-5)_B3Ocq_B)>p2x!4Xr;PZv7Rt*&9i z$ZNcr*<4v$bKc**+qJXp)1t9m4Z)a%A{p@O;Y24RK=Y{Ry7kZ~h<~IRm!Ww3RBPka zA=7mM`DOZ)DI3Ss0anxi0BXUaNes5=tjTm)3UIXK3swZ1G&QEH9Z3B{l7E8)2a2-( z6T3#|YgKewEwh}2Bs(LL$+rSOi#T^#zdvzy7$EI~gvolb$Ni;SU%+Mm89z`w3W5>e zY|@?#+!8R_w2TIM?7%wi&Gq|kYUQlSV1)Yn;{YZovB?=La@xFG4s;Aj=Z#m_Rzt4K z;01h6odUj#iL^{iK&x@8+Q2$rhE2*lFOU)F3K%IKBO@%@HU3V|Nl9UH zHG74v=leVMH&%jV)3it0=&K)%E&>E{K9G`LW?r_&Z{^tlk5;NQ*_GY{3gG(;_98>I z84_F`y%tq_YS=h!m}$JZ8t`#~0YT&H;|&9Ip$ig5{(NyT5T_UoEYuvhvxumlT*jDXoE*oESUWolg0Tk`SmL@(%z@Y zZ|79|^WY?A?nf$M%M407dJh_ib&ey}5j?kKz{U=En7MEf z@(Di$6F<2q1~=wp=Ri!!nefxhEMs0>v`EG$+sC0hV9#LNa_e6X71@%$ho2--aOkJAq&4uK>fDi*t0u>qp2b+{SdidKq?8*D)>ud=yJ z133^xJ0j3_ojvc2dyjikhmE%;^We=UtkzT3&FCW^hwi&tL1ySrX&)(+uv09WZAl4? z9xe97!)AU(#LZnc*Xfvd>%j=f$`ych%dJN5LR@jQiX`dgIV$vaLmI%UWBUp4mvta+ z4OPAj_J2D+QgA6QA-f;ahO^bZg~r;OBBXtciX0rq7fxCmQx+J9br!6vTE zw&4rTYeA37$9*I4ok8XeP;%Pt$w5~) z%HFxd4n=~n7A}Dwuz|~khU856=E>#-tUC&}q7*SiddBj+LHHU3*?Y@C)vgJPgGPIY zOjNQ#RgNhtKZwNa2}f$4U0>l3a!FNW+<$r;Gf3^0dR6d+e)VAyBVj^}>0cWRyhGMw z5Bj$o+P9h=7W-$JvRyQ>6~754-5aw3iq<#(ZQpArVn^(eL8(zR!d%-qRkpR|r5wcX znC?LOV%`wKlO};FTSV-*^A#(m0#oF@k}d8(l|A^AEzK~Rnh3gHBwU@@nZsoQJxMsF zI?o6P=`4;$#c}SKnvgu>#WiR`X>S6u%hv?XBl_7ft@Jutl4$7Z!wvi6RVvwQG2B5H z&Qp(46gR@tL_8G&%wV*U_GN`bCAbYCmn;wcN*+Qd_PvE{#t-vuQ~Y|pQ_=HRzc-28 zi?6Ltf^KvxRFWt1Ra$cu@+f}O0_Y6*9Yec}^>r#cXrE_3Y0foN6epTsr#^lAN1M+> zsflaKD$#VOONv5F=7NZNo(A%ZT&7>nj+kuk_i}A zHR{tRxAM7`tk}E~4+s$pqIr{E`^4Qr%cYw&s$+@gYDQ!)a5J5pBXipYu@I8#(WQfI_Olo;Oy{q>)A&ySxd7e^{;aIjz zxyk6acK?J<`1&Z*0KzGgdWD!9U zhr`N#)glS#?fHVo>39UZ;f#762(^y;Jz<1`Yz{kbDHZcmwVFJGaM>fEV33q&n6ZQJ zK#Pt2?nE%K*PH@3xXMknCn5|IuJ+y4vHjMNcPQ_})W~GP@87?VTHtAifcr`)2(!68 z5Cc9@tHG5yl>6eJ)|sOE6FAUY36;ONdv)df)NFBcwk_D?c@MswmoDyLex3X;AH*5? zL4b;s^&mFvza4Wn@rawDquklg;6wKfmjgVgaF5@^y=0r6NoU3GV%#Z_G5KL$R!t%i z-v+wo`UR1>+rX&0{NORJmVA&Q&R|xJ7wXx8^OGGoMa1Ko0)Q#{sdET4fO$7H@umxh zc8rgoN8f)G5-K$wexE5G_cbev)T;g%n!xLhUd!vA83KAofLx^XWTgjoBzm2e7wQ@s z+rW+Q?Fd>C+F%IW|A4l6dpVyBO{)>BSBy_>jt>xcJkb> z*JH$!xu$Iq!3SRgqYFN0SqsABeDaNtmgse=X+DCszaTK|-N_pkV z^$Kgjnu;W*a<`g_f3~-bY!p6|h^S=29-;C&i0qmB>bJ;rwY{`$d-?|kQcp1ZDiQnKI2?J58E?IbsM zfM&h}kfWi-1ZwcDi@?nzr)D!7uA_e^6aGT1q-3O%!QqX?Ek; zgM_LNY7dfc;UeJ>i}p-RP!>U|w*VoaJ?=c|wjDcuK4l0aiI52w{so@AvX(QIoBPJC zY1+jbz{OzleNjGiUghKs^ zmsgC#?8vXqTxEdp9mjTljK6MjSF2!;qRHJq@km`cL3j3+f5J?}1yzxd?$Zs7jn~SO-p?cErY?iqot^2*8+%*-BNzh2AB&o{TS z`Vf+$k<0z^<;%?@d6Q){sQ;sy*MqlBRroU>7I6u|4Io_<+Z!4Z!ZJv;zWw9M{C8ou zgal^D`%p;|#A_)j`lCmSEQF69C5fuNCMo%xzGbp|uA{RPC`C?x#+9pAe+&;l_3)5* zsbe$I^&PkS0VJ9rI3H(Vcnlstcu`X*%|W6dP8AhQ<#IoNozbg0oIshJ$;{7x2y_s<{p92%c;$^#WpvO8fZY?m!5a4_ zh~Jut*g4S7WHdN~gl^aSklMsZ5Q~f>i!VTQLZ{MX`w~j-$!VLC&4I1ydK(ujPl0tR z5iaaZ))0r!qiw&(?wd{+9s(N`1>{1BY7E86b!G0{jiL zHtxHJkX$}@b*(i~bl{ z69(b+>Kj>aKR+-y8BC0v{>ca1dY zs2)TnZdA9AQvbeNC}$_IKWxAx>3bg`$rW;(dy8Zyh%At|I@cZ|?0hIg?K>f9gdCbs zQ90#DiYKOZx6h&3ea(#|e7kZdzJtNYv~hKs$K$)+QuT;@|w$njWJtPrTQK zIE6as)^e;zuNWJ%AdYLswdK^3v*#7v+e}VKvZAhdrv1D_604Z7KUBc>9e#KRXt>~3 z9X`CK;bQS4pBDeD2Q|Cy@1EkksS0Lf9hcFVKbzpeu1Lmb(63tRScmzAI8+aCl3Y6; zc*j!u%@2b%W8v1E=ayp1ljh&L{g0mFc&M~?A+Mo;{ROwp!x1~C!@nbcnwB7v60vgu z@}aXqk`R0BXHhv1N`B$$TyV5H!B)!1sd?>`q$D9Pzeh1ai8Zxpy)c<>0<}d-;Tk`y z+J~bI3|~e#o!vfvzJ$&5KAqVqlm}o2fV86K=H@->j7hjaFmlJoOV`&pf|J%`SLO>) zm}6%=Qy=#Z2zcb{yVuaVSM|htezSP=9u(ecYHBa%<+jNQij~Lt-2dYx7U_2~<^tc; zr!eEGnp=!!9gt8|I|$u7$Pp;NM~>OQ!EBl-?TA1_G}!@?5Fy6^1QLWCR?7IQs;Y5wPq^!Bxg_402fGjv=~iJN8T5?|RT z&BJQRk))Op3B47eJglja_3`zMQ%yfLQLt?Cv<>-U0L4m{!9l2V+p8$dVwkFC{}!U3 z^REOjD7Xne|NJ_g>^m=LZVd~kLsEO^-t}EvYnVr3hs?>;(GcKKhtwVWdw+`8;d06Q zWZL(iy(ViuZh2VcdfVYGm$MsvNdH#OyZWx|;fy`6+43VfmA*6a#MX`cI|6jb4gFdo z%SgGB$!;j5z5lzIM4yPCx^SQDo#@lYpJ>HQ8UCqpclAj#q@@4*lK+p!aQ`P>mXo&C ztWdoA>z(F;i_kD_>>2L85*#39W^JDQ^FNJ77QuI+Z^>WZRam`BL-P;8#{DB4p%lJ_ zEb}Z=9$~f-aL6xE=|_&&P0#*NLimOdpUgbm2c490bC(&L`m;Nq>Q4Yc{#yRMw74tm z(3*>takq~>dEgroOb=D=(3GDxSV?y}0@~D8M@QPjEqi&C14a8SEHV-`3;jWwz*uQ^ zWK;d5yAq=bW9DGd&ADF!-&zjOlW`Yn~kZp`Xnl8 z78}ds3`kn^IR%$~pPze3M=!vT`PC*MrS+1BE``0xFUCVnlsb($P+bw|P?6gqNvDCc zS3D1V3wq*l>9Q89?5Sg?gQC7vs|S0^o(lZeji-%@wn!LoKWSut&PRWGZFlQRa);Jxhj$% zBm!A~b0g;CO1|-3_nh4MBYhaDgJEshI1{7Xyj3=#zy0z*H&)IDw;EEY`^B=yR^u8C zVbCHKUViDq)IJq=Ol!BrcMb*g8#cz4J+0rZR2?0y*E2A1PdrFO>=IZ%zkc1}(l?6& z0|!%ZwSunv^)s5ZkE(KciN^$oLeu@XMYeHSi@E=eYiL z@iO1X^WM>Zmi5B@zLyafHc!n>^%xp&0NYIU1;tRkC#iD|6(cp(5f87-m_}~cX4MQ& zksYodp2GZ?HLd%@%nqgGPD#v-S+e&jC3Z?GiqJ`i3Yng^otohjy>IkmVC2*NjgDzL z%bMJGaeYnSSt|eC-H|K`4L%P9k|uIJPl_g<$0D@+xezCsPO(<0ea39&^Fcgt6`_d{ zf=u-&nj*jWysmCQW9QzZu3H}#uBl#581RhKNZ=>YjR09JD~H!NAnXFTpt?tePLSU} z=KAR3`R^lwi!CKHW353HH*9uO?Y*%?PW|r|Que{8wXn2)qp5Nxq1m)lpWZB@c~teI z!(Pl}i(1QT4Qaw?O@O8acR#fea}GQ`@js&TFJ z1m4>)v~qrQ!}@8rk4djFPLjs8DF4_)5(@&IukS`xRX!cNf8&y92gMzG(alEPIefWu zk2rpKJp`D1fJa%G1fU(S*%0sdVD5;^zFTO$Nf6@VQOO}aBA!Xp|HQDnoId+)b*@7;G z+`k!*{C&m+xh=Q9m4Dy7kGF;Th&D0kft?CdhM`i*ubaej?%M*{Qgm`KGNgF)r;H~$ zZKb_Ge=3aR%) z?w4Xpto}Nb0QaE)Y#|cCj?P%se5SR=l~>En^2T?KWfLmr&T8rYF&~Xad$t9=@)dD$ zaUDt`dN3;UWw%+Jz9BENel9fU<{PJ_+T~aUaR@HMU1o%>MeheKjefHj&17Vdx#}I{ zuW`(|l;PCbRj)#oJYxzp&YVW-;io7@Bjv&UaySw0DnKD{gXW6J(osYIc**5}Kf|$0 zr&-_^lws6N*aZj*3Nq!bU%0;o+zQo?#;OnJ(fanS)xEvhSwXvjB;096^UZC;jA!g3 ztEnB!FP?fb96S3I@1XkPa_Q%~jOzjo*kp?F!FXqipk^B9hehLHZYE^*p zY5^GNYFEy6{_1pn^$WdJ2qEM9IeC>9D*VcC>yCWv&s`%M%8w`w7$Q+RZ~+_GKBXfDXjfc;R@igwy0P3 z;)ulh+A8V7+VX^Ip^FePr$9SI)Wr`TY^tlP8$y*>TwF}JfE?ztcz{+T-Few2FE4MX zJ(KMDH+z zfbJ=r^~T5Fa9=ui>+?1RCjaPf3zI(#&}@vgW!#3DK;A;1$HMY*{Re~V80hg?k0`jS zZ--}0Kk9UXk2)}L1+xG?tD#*mM1kdye7=J<1{y^5jOalObcTlXZGN>B!+nTpG8vm7 zi+YD^s@B6z8=m>R^81`dWppO^`@^bL?rF-(b!D(T4>lBj>q?7>);lvcF9N9S*s6o| zX)`vaQvoB5@oViozkA#?fjhrjU1MOEw%dbBrG0!I99aH*VujyG7)U30AgZDp!1OR^AL-UE zJh-5@s3sl4U)jPyn?0twg&^ub*s?XvVO5FN-i|~qY3B_ZnmoZyh*>EnC!eC0qClcd zYf#O$;jkXv6xhnLk;FQB?d;1CCf9F7Jk%~Pf@BS7h6pVZ72djg0t6_OeDkXR=h)kk|fAxC$BiHv8np!`!y5{J%ZDnkZ zAa&ECq6<63^}Jh`y{M}yKv;<17i2XDhb?Q3YoP|IhGV)f!Uap}y(rn!owkrTJ6QF# zhr14f@OxO$>N&xpI@sbNQ@C_ckAb1>gP}MmrX;)$E1bKj*(UoQFjOYG0;IrQy%gP+ zZOQO^B5{*e_sa81xD*APgUWpKh&tsN*g@^*O;%t!$Zh;eXR+k(0F-q*6*`S4bzrr{ z|2n1+4@KzjnW5d#l9TSDa;7R|Du_+aKTHxkGFVyfSz$A{iA09d7VPf|;A6;D-@o?W zmpkq6v@)Ksx#9?~m7n71$1@f!+8v!0b2|T+Q$8W%HtiC`D#55qrz(UmR)LAub;XAr0Jf#s)fVm{vUKlh~uFSQYV*mC*(t){SH9VDI64KL=ZAn7d zYJ5tO!79q{haM*K)-4akj}BZSDBS`pdAmYZNVi12griKg#W(FUFhHZjGhFEQv#p5M zax-)(2yi>^vgh-?#T~D?3ZF&sEh3ZSg6neUQ`#|^99av z3H4`n8&XAoFp>Y0OPEyj^%>E!)4;?8a8_ z;Q_ukB$018l#$bMZ_C~?q0)sx%>mEyi66?*Wbg>%IaOF4l)hVXwKu_Hxc-o*niMEB zOm9>Ajkx>zetnL*xD^fx?=#c;0YZYx1M89BX0|bUnJ*q}Y7$Li3;*KyuvVX?HM0EN zzJpX30X;G$IARIUyZ;9tmP8xzR&e=OdLEDmA{)JWbpSRetl5-n%y7GcQ$t5b$1`J@ zgvLF4_ufxQVMjI!xD6G*LXsL4AjqkleZ-#lsH3CfpCyf|s9JcPOsxDg)J1vuf{Vk; z?2`%dQ#z#0uC`s}VBDfr7jR;BdVQhF(kx2?Jkd3`G2xw9PWjY%P--+(`cskKvyL zhjKTiEsx9c;tk1D9LYMV8E*(=j`#-ETd0^ZNE%FjwUcP-I?6F%AzT+J{(k>+Q&Uq~ zbR={#>5?gTBo9sbC5e!; zdttItz@$3O^v?^kc+kp0$sIk*`t0hs!sePFic2(g-6yZ%pm?d(>rovdvpMqAY#KRr_{NnZ z()YIXGj_ewv3_(RS=g)e%Y5336>k-{4auER>lt#RvWpaIw`16N6;CxMGIYJ7=iB-B z=S3A5Rl{VZpT9~xC6wpqQ}jfn@PtH+PE*bHZ+3Qq9JI96-yVPQee=EdGPkr#9n4uvPe0M@F#MG;n zIpf>X;lfgwA?l{L8iqHG>)@{#)a#h5{=MS@H9|C;*Cd%%dNf|2i}pAC#%jfKHRbkH zPT_(}&)(-o^&7W(CiREhFALay*J0{%w_IMj3#onCCysrI04XuTSEAd*{H$2JNS~#1 zk0<1=5ax<2+7{p2yfWds&OCiqH64qY-)g7`Rw~~BpInAPCoc*c?{$b70tI6>6O%)L zZuaiCVQ3j)JJGe7w#m}MVyL?i0@{GhK59*ZEuR*8&Yn>eEZ^kS4Z{J%xbXx2Xg_#EPEWL#6>Su3LeeX>)+~TyVF>g+m?yK%3y21=t`9SOsHE%a>x0heh`+q; z@#INSQ&WJq_b${^m%pHRwtOnu;cpT$_Gc@aXJSUE`@W*n_rk{LbFLdo-7j8+qGUmN zn%PX4|5N~&x%(JzG<{IIw`H{INPlZ>iYluslkn>^-G(Sm*b`67u!kuz>T4%`-{U2b zphMV!YUaQG`SZ?}9S4d~vcmj*t2P|)1gF1otSpVD5O9vL^V07&qmn(ZA;V`3*dW~?)0D}Fwx|#qPP~6cRUH`rYSg~?xcGRFF>nu^q0^TA? zRC#}o&vJmk#@asKt$eV3?=}jG%{@pdUy6&}W5OJsVNHc$d6aq4Ra0v@UBLQAnLPkd zE^BQ0obI;+VGbjwU6zI!s=|bb&cYs(X*(dRgg@`<^88?$p*WIu;tpHFOD;Ko|%?3(BwnVMMFw90RehZMd2r@o0AoiL z+m7Zq1tu&u4&86sxNh|Vr|k1pZk2)T(}nA+UNF-=>$>KID(4&U4A#Ler)enykZwx4 z0ch(chzNpHUr)S^iJ5M>4V}=%t#jj@F#L16=jG)U-3hFxw!qmjfL-f_W{MsFrU1*~ z;bA9iSK@{M#hB_3)KaS|{qn`v&(F_w)j^0bpd~5{81d;=_?;#;E6n>l=A6NnI2Z0b zcMx-Lw!*a~X4kbv20U+FEW#Dw4JCJ5I63M{Tq_-VlRhfv(WVfLD~c0}}dxEa?(U8RJv=TLo& zSG1HHJZ<*u-+u*Q8&b<{pi!3xXdo7I!fi(B5{VKh#wPF`s9I(4NPu@U%e6!71E?2w>&f%yKcl>akHdcm8xw`_HEA|YpDNof z`^U(vc{MEePtx0lv|6we0dCqtN=Sfls!a=4p8+~Pmeb4@GCAOrKjz2lE6xJFf)O(Z-T-s zgXF8C+g?Itm;jQHu`p-(1158r87juez+G*1!Ydu*Q={f&pvC^bf17RDc~~X#?A?}B z(hRk`<*epWK#r%8!}jhE5V^s?&;Od>zQBh)DJiLu|8F&vTP>6;*jt#){@*NPB_-12 zPjqL0RvDmcEzMHu^k~#IhvvG{Y8}xA02|7FpyU`;&E3khL^6wvjC{psc?u=8+cnVo^bA0h?DrM-iLwjOQkQ}gq1_pQydw5SzOkOw)*Ry{xk{5OYMrMjy%0}UILn$0ULQf$sBC`v z^eG0xfw7(-mrP>6O=I~)HX4e_$mk)VelTi&v3>6;lEtTF(8T|qon@VowdaV7i$lPn zesxRh5b|?Y&iz47q%c~8BUd^;1fI}dN^hvF|f?eTwrB^v;@Y*>sB`7O`q4YQW^ z#H&V4Hv(AUnDd{fag2w1{w0i}i+^)cU$$6*aZ;Y|_}=AzVfBvTpVl9-S>;{;A${s0 zbCON?<%gN)?QO~CrLUzDyYr%UTxGb_|5WDMarP9mf|#s@OFOodNR3uhg9M;(IOq>} z;}->Sxo_A@_jKRAPydWH9IWi!2BZ#kq>XnJ222g5USLdizRMY8!aQ{JbLbsN(i#$I zM1d!=enEY+I6J?Xw^;EYxXC|!GpM}0{|uKZQ~|mhbVhC`iK)7DW_^Nc)7GX>jiuRN z`R(l;szP#Q+O>*0zA0e>q*r1BTHw6%D@ z^1CPc1|Wryde*+DpaDX5`QdJ(AHcT(R&}x>%EE6zu{>XvY$4U=e60c$2k$D|S;!=m zYlF#e{uJA_C-U($hrT`fE&y#c>ZJ{4bCBV=jSW4m|0QDQ2jqBzQFFxg<)(!tm1;6B z>oUPdGZO}Ug@&E`;}`5|f3-ai17NR|*m?<|TY<3Vj*;e#GL)H9h1W3W+ImfzIKm}z zgGRxghivSW>@v2n$|S~(4`QxNHT)=PNnhUuGy+IzZKfVI39akT3tMJKZ^pUKEEvE= z=4Y$k74ZErz|+^!c(yB(fOFudbDT|m%TWP_K)f-Af*awHGSr>RY?{ZpQ$#B~c;F0Z z@>kZw1-HSZ;?Cf}2Jhg6ey_##n&{g!n&F%Q-aRC1nmIWuY#?uspFQ`FGE(o0bjUGo zHutOtCjoa3Hzu8c5djGlaN3+fkn9sTahf_swy_#$>sAtV^$=D*3KC2huXgemlQdA0 z-*nB|MDe*Z0ZP!SE9!(qx9YO`TO4!}pt?2bH3)bt#!Rawt;eA2qsPdb~>kXQFaU z&E#yb4N9n2ymRLJilF{yaxoKCh{Wi+rL}F(L1%vmBZuqLIY?An`Bt*^`F?~s?E_8+ zwLok7y6np_7$YXM^K5|1p|^jyibLi(W1tb{(vG1&|412`#2~Dv9XDZggOx^PN||a^ zYkMmxm~8T5QF|kAH6-|k@2ah=KcdHQ^{7ZVskUmFnnYvn#beF2~JIbWMpd*#mT6BZ^igT`47_U^! zR<-(%I`y|QqMApct;=My+lwUvo!JeV;C90pMv!Q9>YFqOt&&$Jb(bbB$;p%Ss4669 z8hN2QmdQ``mY)Z(d-i}QRZh(GC;9}!nPE*aVIO}C&w*z`0m06X=nbxJll$;@#Qg5= zYsq)#j4I)evFh;c5-6QFN%@t=xeQxUWZ>y-@4nuKE0#8LN&?k4&BP6%W8A#i%r!e5hI9nm&t)Ie+!y=`Yx9Ku3m98)8QEgnZDyb|v z0=%qDko)^dPWHmHw3{XLjd8_pvHE$j9b3RZ<=TQBLEUrQ4Tg`ti+ zyfkZTpVhGE4s z%eo?2>o*wAIE-%h5$|hx$^qWmblF>Tk_U8rq|E`!kOR^P+_<6XXwIU1`v(#8QVM=Q zZ&W?Zv%Ev1?q3flKL(J0-CrCQAlNyqq#KQljX60@WCKB;Q4tD%&hsoSYxyn~$Xf#=odG2ud(NWfu57s*AxF>gCpymF~An}fe3 zuzyI%4m&R2yKZ?RDn-7en-G9w2~vKzTMV*U&4^V1l!}+ULtbB5b$CNhTgZicxnSoQ zS*u^8&k2goXCL3*ukQhvw{H4c?KeI+S^`rc@(lBY>eQ@%-C{1;L&-$Nh&x@=Gmy!m zoU3I0A}kehgnta8(mu-k>kzdh<;ytUVd?$Ob40c2b53q{pH>o?M_|$$2<#uw2}}Dv zTBLkG`BV%cCY+i<&^;<@BQ=}m=?{4kys$#vE>@0=RFiZ0#|DXw--t6*^{O;rNVEO& zX`f?Cle0J5t5yS2;6<4FzSjHo>leUHq03jzcVUjYvZEKeNP3g**NS@kx$#XP3@<7}1Hsy8&Gt@R5IFMnFH$UFjeIqfh0{K{?j+icP= zoR;e)kBWHMtaoW71>~~vD0_t7EjAdjvHAGZ&|0bT;@Y7_*t?w_Ze<`pOi5003l2*K zi{_``TZ97U$Whlrd99L?#)1f++qaW3PG*R%Np8fN-{b4knlXR$so3d&{_V(}co2jJ z5? zM-4Sc%loNkO^EOe3sGk!`S@|Y>QQQXIz10hrYz0>a~bnsV;{xN`d`^t>10rB-RfwS zlegguyr<`Q%Hts@r-IqmhW3qN0wLz4M={& z8wti;RAAfK+nLc7tliv_oXi#?>=;HAOSwuE&{|$W`mo9oln#3up&8mEKWnXlHUHdk zYPZb*4hxzzP9DyRh^b{m3BTg~aC#s_+0o zQhp6uSW%oimuAwW{uEXD^ZczZc3E<=auV! z7W5MVPha0(b0`IE@B6GcvOe9#?429T?0M+Hd#iqj=Sp)6@MB||%& zd|2qENcS479264NO4AS=o%w=`9}F7(xLHlsv}wYm0m4;5O(4rIk%)T->Bv9R;wI4|WtX6uW2Oq{5q!AxC@-KQuA=qZEjH zfMG>%X{8+c$0O{NwocA@lT%YgPIup35Eb2nU@$Y(=I$1pC$>H}7-X+Ibgi&UL+-}GK@eroUfj~|9;YvOwB81XA6Wmv?ku7n zL@Et(7&&bDS*`nOS$WM4n|kAtO^k{DTFKg+#&YXNBRbPU{@u}{azFL#5)cXLse$w- zy>6`hAm!^{l=5eE+4(lMb%F=HQhG5diNTp{a`mUrFGS1Br#o=L(Ck^rO|ugm-a$c% zv3W`fB~4WUeY)FfpiBu)fR#$Ntfo77Z|B{k?mM5okzS?ExyQWs95OBW;go?v30ZB{ z1j6D6p~-p{PQh^o&W8{54QaIR?(BcFFCOL&_Ay| zA-WNN=@GQa)xaE!Ed|q1%{N^nMgAA{@pW|^Oh({o*IiuJ{Kv`G-aL#*>c(a~Q zy=Gr^)609!)Q6LMWWM&AG4k=L#>j*Rob3Pk6MtXyX=i0(lD}}Fm_GCRZj60v^5?q} zAc|t*eq)HN5fQRrjgGo0-g7=*5(HJn}jd zr!3Q%KKGpTSfvvMTgQQ%d;*klUF_IM7sJ1!A;XFrX?-% zFX_BRyKz;Fb=3=jm3!p=b>;GIV2I`8RNI+)JE{!v*Q!-OilG*5po;W(oHEw>UQn z>scHJ_F2=rR2W@(j1HD_L}?dYm61u z=Tq8kKd5ZzGtGr zn4CZc#Y&q?f%#5!1cZepL+u%hY5hpc`zQc6RCIJHpFW9FQBlD>)qwaS2KXWE1*>y6 z0_T(yRdAw*!`J={z{Q5Ok(YhgoK`6h^U4Cnv|SSfdy`c)?UK(-(MC!}At4P)p&4(8 zgCkwnm%H0iZ{CMG>UXY`7YVVH?lYAQFg8?gHV}`yw9EUJNK!a?-5tw)YmbCBlB|S5 z-h@-Rj(>l3_96|Bi64$1!W{ZnhfBBfeEF9zSMjxmVAFy)02flANU}6mVO*XF^hX`a zGapQ7fq1?nE^)jgTP@cn$(TEs(0hx?qaGai9?XCvw45=gHtfiHKb|wnHU>2*Bw|Vc z*k&u3Q+V3}cz!Hc=p%Oq6rq;ykbxu7QuM;?%lZ!kae4>wvMgTSgzXZ-6Zz*sWvH-N zz_kt2^$hbLSKvZ^`q;5zoo>BwXC*MjnnL(2XSy6G3_d^EowGciJBxX}A*gbo_r;t% z&B1XUKyCvt@eewc`>n^?6e)!lv`Y(PnMR;Mts34AOK@T@TDC*O{&R3J2775Fdob*} zwDb!gT_-6iDd|t1)CbZA#;rfNTmE>cSc$PvOR|mGjx>nj7Bzr;Ku@)mxNaqY-t-y^ zOCol^BP7mSuPm4kMn0AiUVMA+-n|(dcsc?eLo?pFFP6YS&H7zmqAyOS2t9e8tr z>Xzj`rnoZ~^^W+5PuMoeMZEpA_xhUc>THUuB3`=h$dM$|g2i{A2DO?BloAvHU|hd+=>cdu3ZOE`TQ&k!ivXP^ z0U*9%+lRO<6o=jt0RVh8!}@ogSW>6r>>4gBDEQ$pC6C#<@A_Uu`*9Xk|MR9=DBk$@ZW_162W54-p5i3Dgh1Y&T& z$-CVJ8sH)s)5h`*T)A223F=lvI(5KcmKXldaED)A%p{*W0u?T zlS{wmJTlEyFIq*cHqSBt4t1qV_RCelJTejiEONM^iYh89@qS&|%Sr&g8tnZ(`1|?2 z1$$W>+=;3&ps~1FO4{1m50@Rd0Dh(`C9B7^w5Z_tP%%^vpcMqX?c2Qxh_*5!FnBBp z&~zHY0HDmqBzKHkXtv=xv1E|?qhJN$Z~x6Q#kGK%B=#`E$?;Z~HuP4;7Yg>cv_$qV z+b|Z@-|(?|SM<*1yPDDO+1jbO)SQBDxrjT<2A5S>(~g zMpjlSo7~RDO*}|xcpz-ckmDM4<=G$NF$uv#Pb?}rfBDiS##5)RAkO5xT?2EyvbtIZ z7;?O7`nz;W5MK%x>pQTV^?N@(6u$=f%6T^>1Wnhq>2T^sB`mj*=9CmXfu3{oX(P`( zJnF%Sio>D0OoD>y(}UHvnvWq0^@i3QEFX3(fw=22@mPRmHjzsQ`<>q-^k_xF6A z#I$J(u3xKx)+afV8eC4#)u$y4MK0Cl+L{L5j4#YYkT3#FYARyB;*{F9C}iyL`+hEd?*osY@L$Y#oDOnJjU zbKh-KzB`Tw41WCh z@v~>@>%!TyO*du%^D+b1=2LrfNwvA~WQK8T9Upx^k*0pD9V9X1I?frp;oL7hiTr>Y z+Vww-_K*6Ly4L59IaV}}^mhyx&DLejO}=iOmlk?&^Kxn|`YPkAw!|kZD=W-u&AF+m zHGIk+)4+xc^*E~71j7>b{S!Ir&gaA=B^AIUM)d^>CcwjrH+#cfJ3Wy%E}?uXtm`aNBs^F~P?}+> z>SVUhf=eX9RIrHj@e!xMzC+>3gpC7`wh{C*^*MI?rDZSIm5aFJwOA8eI90dPrv2`r zGum!M8A3zjSer45>PZg9WeIpgq7;D$KN;*sjW#jm^N87gK|ygK${2tJiA_>=Ia4u4 z`ba)R-bB7>09^=+gtz3tE9>F9%UE&>xIUu1L8XKbrReh(Z)=3}Xpv^`1Au=6(%vYz z-+?DJTvum_j9WQT4X}O~w5d8zo-UOUUc_b}PUDs{(6mT`YWiBhHrXU+_+9rxB56;x z$MAN=qJt$L9`LmbH;=LM$4i^31TAxI^OSY^vEN}mH^oXh*d)4*#j!em7{x$-okms! zoy)=n&`_RW(-Frqi7~B3#p2JvjydorXFF}X{T+nPos&mEY^E{IlQX>G~ zU*4W;w^V7{?MzfN83y%bb|DB)da4N^iH#I2k6%|(3PABCuiK47UxCfCbD4Cg;N(|% zNy%@eA$@dZAOijl77^Qgk|;}_J$oi^Vv;O+QKLD*pdt1pxK+`pO;2NwAoo<=-MxGF z5~yn-B99+DAToMYIFT)3s3Q==>GyyfiP`pGQVql+f%5i50n)Y0q^l~M_GtyBl2r}<* zNNap*s_Yjpx@I_@AVNhWqZ^?{W{aX=+3x`{RYRs}x4bjs#FCe%ry>kDV3)D)@L_es zZcB;#;&q9t>1_Q!P_S}cIix^p|ENa$yG-uB?hg+qR~>!5D&F*od|cu(if$AciIJ-69%_8VHAZK+d+2ByvFH81 z2PPF!fy2Q^v+6eC9+TN&;XxE+?WTpH{1aI$NIqZ$ig%s~C4xBpnOH{DaflKL4e@i- zC(fKnRnV3V0|AZV2!F#uH41&^4rwuMGd@sP<3OR@w1p{b+yc56F4Qs&A3HkKiRRDU z-JPgO@jUk(Ja`&*;DB%qaC4F7EfD*aFI;f1 z{B#YXTcQ=sz^hjK*kaB^`+i5=-TIGx$kT~^TDwIE?fs>r55q`DS_s4aB zyfU8lY~dk(_7a{~)$oo}m{Jf+ImdP)8M3es9j6ZNR3u zfP5xJEV(X+QPw2Qd^PUi@2Zx$Zws7M!#feO-{7P~L+o&(X z8DH>(ld;eP?URU4O*HFnq#HSL$(Ju*Ci+4|_e{d13?y7t^#6_PE7j`?3mlsyfL>5k5~E61CIb7frHqP^yfuUptW8lX7HK5r>5X78ZlAFOp$hHi9GN@EWi zB_!O6UNbng-LB$qfnke9LCo7nA5Y>#4x>DhGd51#Nh=tOYvrfDI#L_;7#WaWMn=XN zwCQJ0p41?6(~I$RnBA{5NB^da=XTwP7_VTi0iipHWFtLM1W^KE5*M1n3wTWn`-56JiDj2btN}q>;3m z`$|2CGA3{g9kW$(qzl-+@WolVS6sG;>{X$D4UL|2MP;R>CIeC0A^?XDS`=6sIZ4PP zW?O;FoS|PUI*~X1f@pXfIUjCNBrW%vhv}j0tGW4oxH5|t>h;a>4{|T`rlwzJ2Y1tdzoxIzT zB?n@nysWG@(LN!#;?bad@3}W9-@4S(AE&=MG2NJ`I(;v}BD~uM69Om`PiSdr9T9d? zS)X@Zk3pCKQB55EnYaYA#)T5X%B%)usJQ2GI3E%7A!5V>;&d!%vr{uOiL$};V38X* z9jB-AItNG0dQ8zyieV}$j)EHtmdGb)93+@_YN2+!9$z+(`gUf%a9u-wl94!9RWY_; zB|AK{(?r?9AqQITQ70K(7snazx2dUT0!5sdEt7}{h-C`OY2Y;1NZ!VU^!TqcoF1j} zx&~6f11(}2NJw0?loj=57436XHAFY^WXCy&mZ@d0-=J8Kn5;MS$h~}`-G(`1;#s~x zL!73se2QbP#!~Ekq~<@t9d3U6cI}EFW;>s(Q!ie;XpK`qN5Q3ShV+KWyPXcBNj}d^ z-&Fw!i-i7~3$#(plCajU@MD-4SDLgognbo_1fPpuzYHR4PH1_M0~O?lOA9LMLG~uL zBjUC9<1enR)+#Lfts(qG4rvB$UflCimNz1(0{Gm~kHP{}vMr+5@Hmt)llE1}v+FCN z6k!Se{tiX9K~2O3wh2>oSfCJF6Jx$x@AX07tlG^?Kif~|F!V-zwzj)ltDvC30h7DX zDAJ1StwyXEZXmeUgXYTI$WBbcGs|9YQFIIM-QsF&MVX&5W_hGalIxe;uNc3*YFU=P z5-+r&FYEeQZsb|;m)kPd9+H6Q> zgm66jYhLrn%DwA*a&0G+bamgM**K+P+i9JHM7a;0Oi@wMxs(_@odj%42k5^(K!_S> zumk0IGbF1j!%I{2vp?5YCtR87=`YJqK6#v0A)+~?M!sW*mFk58z3Q;GT-y|!ZiQW{qTo{vEJ;+fa21Z`1zT(qL*az zl&E^CcB86Brz!1&Qd&z#SC?NoGDY$TJOYh~IE->g4uooA{w)=B?lP)`c&);MFvoE| zsSw^;)q(iLha0OE;kZ{?T6!Ay9r;p8T)g6PV7`D^j~gr&qalfFU2MaV#BlLEF(?8t zlD~qWlPl(@Y&=h?9f5I-453qMgr+J1jb=PjA;u$b9A+4gth{=DkmCxa;BPnBd?tX8 zpDWlofnbSBuK`YF#2qeMy(lWmY1qKnYRnzjEMPShfnGBX?J=ea%$bxh8OZ57>2PLMrPk;kp6k;BZQl7}`Fb$Q*2eyVu9)IO!gcU79F-$x; zqR>Y(gR%Pc>{ZsuuP3~4mgqI2dPOhGX*DDpSaEnTrzV3N_X_#}O}rLm@_Xpzq7bl$ zi9P@g3h}PJN4Mc|EwE;z*s*-`qr15G#21%L>n$$Tw>7qx&(({+4`-Wo(Cs=XwaRi~ z`TC2~pF~uAtXLQ{YMVLh-o9F!nr6vQGqd(6JkAmwzNFNEK29-RS8A|&u&FpX76sK1 zL@PDWun?ny#6%Y2$sss4VE>;iS2e**F;bqs5KsidOV7E_Yq##`=$vMZwd%R$^ZIps zM8r|mB!9YMxhC^-92`3DRhT}|mSkg9V-)k8XC4~^oO@Z^4UK`p^&lKee;wWB2(&oq zW%JO5&p<}VPaVvHUy51baiiV$yA1-96Dz={(qTGETgjqn~#^T~);LKZEWxB^D=EaA)vmAC2Frs>%NYjzy zY(as+j}NI_tW^I|^iv))L{{^X#~v3vP4SAJsiT~+k;hrq$kG>>N?erm4sWio+{YWk zs?y0aWs_b}{XKq{hZoDfTD+EoIOJSk!L~1nLjg=_Vnc zY0^oSKM}tj*l3nI(~^iPu3SW*ESi8aNl5;IG)YLbFA)$Xe*JGi)c=Ny+N%%m?8$`v zb<(WXT}3suMt9QaS0q=`&)9_{ z(llCkYCc%q`ajyc(x|4+G>o;1)q*VoR?1Q;xFKL|ff7Yp1r?A0At4%;NCkm}01Boi zKyZU-6&O(9Ou`}x7!pVh#i1;;$UshsyV3wEg29w_Sjok@floRHaeWZF)6s7&J8IZ*s_SmkD zg?xdyj?t3Jw4Pe;XlWOC06*S4$DWhCTb{&R#5swdME^M68zyt$MA^bxjYeukC5MzV zljr(Y#`+G{Pxi)R`l~OirpJhG;t*at@(slnv;(n)#O!mkrmncwzxe?iU1Kg@`M?@F z@3Iq`pJ^eCJ5y(5M+=L5P^WmfU#=0lS_N#8PpM>E|H88%q4U{mAYEe-F-g859o`8I z<{t*5_ey=9kukm0sko&Jo+5=98yP04$ikTM-EpWO7ON_eu{np;NjpHkLqsd`0}Y1j zZ%&C>4MWUZWs&RV)md!$dCnt|4DL?JPPjwck!rN7j!2`E5xzi0VBP!gWKx)BNf6qd zo;Z=HFJ#66ts>Y{7nc%3tF{8U&o|^#vYB==d(5KKGtpalF`^)<<0pjdo9TBX8#U`> zCDd>8W&?fw0HtGMqxx8ANQlI2iz3TH{<_9r)js`GyF(-(^5mEC&xc@y)o*$0Lk#%48Rn;wVF_ zVxAj;{F0w4!9rSQZGV&2&{RZdWX+}e`45byv7GvJpLO9Om;b;ucv2mGydF@keLbZ)2A>$NO0cn1Z}2VVRSfM2}PNa9FG?9Xd6i z@$~SK9;W9e@tilP&~%5j?HY5&+8>97SDr2o3(3OVuTyli3m!cEO|Ky!i{k?hOI8fX zZCLA6YKf>X*3!)fhZ=1e5~eDw&do;V*VPA*OXK6?C6W29^Q6*?X^U-UvzRyY83z5J zzsYV#V+j7sQ=XqYc)v}Vu}Vl2pa0f)qwYqyI|eWW7LEeOB&ZrkNdCT&WlB#G^de4Q zN~+ne!-ajlKfu(~u)Z;_MjGVnp`GNGNftGBf8tlBI?;*q-viWtc8pE)-Blcv*Iz43 zYjzKqN(S?HN~uv}rNj#utGUR03l2}#Sa=I`2L#nQe|oC2;TiYwdk%`!CEVLJ8M&F? zd1fbq1;vT6SG8w5f4!U-F!bZ-#8c<(~O;%OsUlAj*dX)dFG*^;?ZoXYVK@*abnpA;2B`F3@Al21>b#P+g{St zbP1-;nKSV#G10&iawjM`(ihNFiF|HLk2yVSP}u5$)HgK5yl4{|B?`)0;SB9LuGJe7Muz#~00inf|!Aq}Xa-6WY`?lrwubRtMD6u4b|XlY1yEZ#EBtKX?i>s?2FDD1dc!A%JDF*lq1}WJa33 z{EDmAE%(DF54^W_7eJlr9+(c-v#2_Yn&qH$Mg`rD59(b&mM`1JzgX9&9PIY!$os&k z0cpCJLUoTaMK&#DI?)kd!@gf3=+zTsx^|J?UL(PUZHa&mssCAcRQqG=?O%I@oo}b( zTaWWu{{Cy$kRXYWsxGliF4}Dt9i3YD*3dxTP#SWc&YOLCeIMcEUgF#GId>faYXi9m zO>!y&2Zd-IQ39!#1MLXg54eTCS5+7IcS(Wb_{Mo9HdLI8x7l~`XM0>cshP12twH73fcg5nWWzI@YwO7NScG*%t&PWZC%vmVKu;` zwLype5RALVF11)wmRRegJq@W~K`h-k4`7c8vMP;~Av=(o1ntYG2ojWn{a1=dd$i-B0&+?GzQ6_nz zd)P1HI@mXzyLha21lWLA*H7c2U%g)Gw(Wly!ML~Viz_TsOdNiXQkSU0DApo9CWiwe z3%HnqLP{r)skdJ3m8&ITCXj>^hBw(73;|Ev8+)yJ!FW$Yjq}P9fnZM{#7o}zZHT$B z!vUE|1ulq9Y2IOWpf(BGHMxaj!xGRxElkmoa_;Bq-7z?)I>9{XRIc2+^I~KL=kb$^F{;CbL0M zvt&f&p$v2hTGj6vcGVY8cxf&F%4}qEvc^9E7hYoMpUHU7!TS$fyg#{-|4Og>qc6$~ z5BJtAhjK!rC|Y-oZ~ac_`!8 + + Weave can automatically capture traces for the [ChatNVIDIA python library](https://python.langchain.com/docs/integrations/chat/nvidia_ai_endpoints/). + + Start capturing by calling `weave.init()` with a project name your choice. + + ```python + from langchain_nvidia_ai_endpoints import ChatNVIDIA + import weave + client = ChatNVIDIA(model="mistralai/mixtral-8x7b-instruct-v0.1", temperature=0.8, max_tokens=64, top_p=1) + # highlight-next-line + weave.init('emoji-bot') + + messages=[ + { + "role": "system", + "content": "You are AGI. You will be provided with a message, and your task is to respond using emojis only." + }] + + response = client.invoke(messages) + ``` + + + + ```plaintext + This feature is not available in TypeScript yet since this library is only in Python. + ``` + + + +![chatnvidia_trace.png](imgs/chatnvidia_trace.png) + +## Track your own ops + + + +Wrapping a function with `@weave.op` starts capturing inputs, outputs and app logic so you can debug how data flows through your app. You can deeply nest ops and build a tree of functions that you want to track. This also starts automatically versioning code as you experiment to capture ad-hoc details that haven't been committed to git. + +Simply create a function decorated with [`@weave.op`](/guides/tracking/ops) that calls into [ChatNVIDIA python library](https://python.langchain.com/docs/integrations/chat/nvidia_ai_endpoints/). + +In the example below, we have 2 functions wrapped with op. This helps us see how intermediate steps, like the retrieval step in a RAG app, are affecting how our app behaves. + + ```python + # highlight-next-line + import weave + from langchain_nvidia_ai_endpoints import ChatNVIDIA + import requests, random + PROMPT="""Emulate the Pokedex from early Pokémon episodes. State the name of the Pokemon and then describe it. + Your tone is informative yet sassy, blending factual details with a touch of dry humor. Be concise, no more than 3 sentences. """ + POKEMON = ['pikachu', 'charmander', 'squirtle', 'bulbasaur', 'jigglypuff', 'meowth', 'eevee'] + client = ChatNVIDIA(model="mistralai/mixtral-8x7b-instruct-v0.1", temperature=0.7, max_tokens=100, top_p=1) + + # highlight-next-line + @weave.op + def get_pokemon_data(pokemon_name): + # highlight-next-line + # This is a step within your application, like the retrieval step within a RAG app + url = f"https://pokeapi.co/api/v2/pokemon/{pokemon_name}" + response = requests.get(url) + if response.status_code == 200: + data = response.json() + name = data["name"] + types = [t["type"]["name"] for t in data["types"]] + species_url = data["species"]["url"] + species_response = requests.get(species_url) + evolved_from = "Unknown" + if species_response.status_code == 200: + species_data = species_response.json() + if species_data["evolves_from_species"]: + evolved_from = species_data["evolves_from_species"]["name"] + return {"name": name, "types": types, "evolved_from": evolved_from} + else: + return None + + # highlight-next-line + @weave.op + def pokedex(name: str, prompt: str) -> str: + # highlight-next-line + # This is your root op that calls out to other ops + # highlight-next-line + data = get_pokemon_data(name) + if not data: return "Error: Unable to fetch data" + + messages=[ + {"role": "system","content": prompt}, + {"role": "user", "content": str(data)} + ] + + response = client.invoke(messages) + return response.content + + # highlight-next-line + weave.init('pokedex-nvidia') + # Get data for a specific Pokémon + pokemon_data = pokedex(random.choice(POKEMON), PROMPT) + ``` + +Navigate to Weave and you can click `get_pokemon_data` in the UI to see the inputs & outputs of that step. + + + ```plaintext + This feature is not available in TypeScript yet since this library is only in Python. + ``` + + + +![nvidia_pokedex.png](imgs/nvidia_pokedex.png) + +## Create a `Model` for easier experimentation + + + + Organizing experimentation is difficult when there are many moving pieces. By using the [`Model`](/guides/core-types/models) class, you can capture and organize the experimental details of your app like your system prompt or the model you're using. This helps organize and compare different iterations of your app. + + In addition to versioning code and capturing inputs/outputs, [`Model`](/guides/core-types/models)s capture structured parameters that control your application’s behavior, making it easy to find what parameters worked best. You can also use Weave Models with `serve`, and [`Evaluation`](/guides/core-types/evaluations)s. + + In the example below, you can experiment with `model` and `system_message`. Every time you change one of these, you'll get a new _version_ of `GrammarCorrectorModel`. + + ```python + import weave + from langchain_nvidia_ai_endpoints import ChatNVIDIA + + weave.init('grammar-nvidia') + + class GrammarCorrectorModel(weave.Model): # Change to `weave.Model` + system_message: str + + @weave.op() + def predict(self, user_input): # Change to `predict` + client = ChatNVIDIA(model="mistralai/mixtral-8x7b-instruct-v0.1", temperature=0, max_tokens=100, top_p=1) + + messages=[ + { + "role": "system", + "content": self.system_message + }, + { + "role": "user", + "content": user_input + } + ] + + response = client.invoke(messages) + return response.content + + + corrector = GrammarCorrectorModel( + system_message = "You are a grammar checker, correct the following user input.") + result = corrector.predict("That was so easy, it was a piece of pie!") + print(result) + ``` + + + ```plaintext + This feature is not available in TypeScript yet since this library is only in Python. + ``` + + + +![chatnvidia_model.png](imgs/chatnvidia_model.png) + +## Usage Info + +The ChatNVIDIA integration supports `invoke`, `stream` and their async variants. It also supports tool use. +As ChatNVIDIA is meant to be used with many types of models, it does not have function calling support. diff --git a/docs/sidebars.ts b/docs/sidebars.ts index fa2f7f80d32..b132e5ac647 100644 --- a/docs/sidebars.ts +++ b/docs/sidebars.ts @@ -101,6 +101,7 @@ const sidebars: SidebarsConfig = { "guides/integrations/groq", "guides/integrations/openrouter", "guides/integrations/litellm", + "guides/integrations/nvidia_nim", ], }, "guides/integrations/local_models", diff --git a/noxfile.py b/noxfile.py index dff1305f21f..f7033959827 100644 --- a/noxfile.py +++ b/noxfile.py @@ -8,6 +8,7 @@ "cohere", "dspy", "langchain", + "langchain_nvidia_ai_endpoints", "litellm", "notdiamond", "google_ai_studio", @@ -40,6 +41,7 @@ def lint(session): "google_ai_studio", "groq", "instructor", + "langchain_nvidia_ai_endpoints", "langchain", "litellm", "llamaindex", @@ -73,6 +75,10 @@ def tests(session, shard): if shard == "google_ai_studio": env["GOOGLE_API_KEY"] = session.env.get("GOOGLE_API_KEY") + # Add the NVIDIA_API_KEY environment variable for the "langchain_nvidia_ai_endpoints" shard + if shard == "langchain_nvidia_ai_endpoints": + env["NVIDIA_API_KEY"] = session.env.get("NVIDIA_API_KEY") + # we are doing some integration test in test_llm_integrations.py that requires # setting some environment variables for the LLM providers if shard == "scorers_tests": diff --git a/pyproject.toml b/pyproject.toml index 15644e911cf..eb5636029b2 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -66,6 +66,10 @@ langchain = [ "pysqlite3", "opentelemetry-exporter-otlp", ] +langchain_nvidia_ai_endpoints = [ + "langchain-core>=0.2.1", + "langchain-nvidia-ai-endpoints", +] litellm = ["litellm>=1.36.1"] llamaindex = ["llama-index>=0.10.35"] mistral0 = ["mistralai>=0.1.8,<1.0.0"] diff --git a/tests/integrations/__init__.py b/tests/integrations/__init__.py new file mode 100644 index 00000000000..e69de29bb2d diff --git a/tests/integrations/langchain_nvidia_ai_endpoints/__init__.py b/tests/integrations/langchain_nvidia_ai_endpoints/__init__.py new file mode 100644 index 00000000000..e69de29bb2d diff --git a/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_async_quickstart.yaml b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_async_quickstart.yaml new file mode 100644 index 00000000000..fea579fb73e --- /dev/null +++ b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_async_quickstart.yaml @@ -0,0 +1,50 @@ +interactions: +- request: + body: '{"messages": [{"role": "user", "content": "Hello!"}], "model": "meta/llama-3.1-8b-instruct", + "temperature": 0.0, "max_tokens": 64, "top_p": 1.0, "stream": false}' + headers: + Accept: + - application/json + Accept-Encoding: + - gzip, deflate, zstd + Connection: + - keep-alive + Content-Length: + - '161' + Content-Type: + - application/json + User-Agent: + - langchain-nvidia-ai-endpoints + method: POST + uri: https://integrate.api.nvidia.com/v1/chat/completions + response: + body: + string: '{"id":"chat-8bfccc9544b64c70b47605a647b69b8a","object":"chat.completion","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"message":{"role":"assistant","content":"Hello! + It''s nice to meet you. Is there something I can help you with or would you + like to chat?"},"logprobs":null,"finish_reason":"stop","stop_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":36,"completion_tokens":24},"prompt_logprobs":null}' + headers: + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Expose-Headers: + - nvcf-reqid + Connection: + - keep-alive + Content-Length: + - '445' + Content-Type: + - application/json + Date: + - Mon, 23 Dec 2024 22:21:45 GMT + Nvcf-Reqid: + - 704f40c5-4d25-46fb-8d76-66364bc9e156 + Nvcf-Status: + - fulfilled + Server: + - uvicorn + Vary: + - Origin + - origin, access-control-request-method, access-control-request-headers + status: + code: 200 + message: OK +version: 1 diff --git a/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_async_stream_quickstart.yaml b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_async_stream_quickstart.yaml new file mode 100644 index 00000000000..eab2bd71a7c --- /dev/null +++ b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_async_stream_quickstart.yaml @@ -0,0 +1,152 @@ +interactions: +- request: + body: '{"messages": [{"role": "user", "content": "Hello!"}], "model": "meta/llama-3.1-8b-instruct", + "temperature": 0.0, "max_tokens": 64, "top_p": 1.0, "stream": true, "stream_options": + {"include_usage": true}}' + headers: + Accept: + - text/event-stream + Accept-Encoding: + - gzip, deflate, zstd + Connection: + - keep-alive + Content-Length: + - '203' + Content-Type: + - application/json + User-Agent: + - langchain-nvidia-ai-endpoints + method: POST + uri: https://integrate.api.nvidia.com/v1/chat/completions + response: + body: + string: 'data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":"assistant","content":""},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":12,"completion_tokens":0}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":"Hello"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":13,"completion_tokens":1}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":"!"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":14,"completion_tokens":2}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + It"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":15,"completion_tokens":3}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":"''s"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":16,"completion_tokens":4}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + nice"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":17,"completion_tokens":5}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + to"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":18,"completion_tokens":6}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + meet"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":19,"completion_tokens":7}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + you"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":20,"completion_tokens":8}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":"."},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":21,"completion_tokens":9}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + Is"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":22,"completion_tokens":10}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + there"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":23,"completion_tokens":11}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + something"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":24,"completion_tokens":12}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + I"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":25,"completion_tokens":13}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + can"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":26,"completion_tokens":14}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + help"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":27,"completion_tokens":15}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + you"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":28,"completion_tokens":16}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + with"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":29,"completion_tokens":17}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + or"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":30,"completion_tokens":18}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + would"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":31,"completion_tokens":19}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + you"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":32,"completion_tokens":20}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + like"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":33,"completion_tokens":21}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + to"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":34,"completion_tokens":22}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + chat"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":35,"completion_tokens":23}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":"?"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":36,"completion_tokens":24}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":""},"logprobs":null,"finish_reason":"stop","stop_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":36,"completion_tokens":24}} + + + data: {"id":"chat-dbf248718ebc4c52a1a04269c275c78e","object":"chat.completion.chunk","created":1734992506,"model":"meta/llama-3.1-8b-instruct","choices":[],"usage":{"prompt_tokens":12,"total_tokens":36,"completion_tokens":24}} + + + data: [DONE] + + + ' + headers: + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Expose-Headers: + - nvcf-reqid + Connection: + - keep-alive + Content-Type: + - text/event-stream; charset=utf-8 + Date: + - Mon, 23 Dec 2024 22:21:46 GMT + Nvcf-Reqid: + - 5d8ef74f-0537-47a5-b0dc-0735d916776f + Nvcf-Status: + - fulfilled + Server: + - uvicorn + Transfer-Encoding: + - chunked + Vary: + - Origin + - origin, access-control-request-method, access-control-request-headers + status: + code: 200 + message: OK +version: 1 diff --git a/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_quickstart.yaml b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_quickstart.yaml new file mode 100644 index 00000000000..0f3dc21c319 --- /dev/null +++ b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_quickstart.yaml @@ -0,0 +1,50 @@ +interactions: +- request: + body: '{"messages": [{"role": "user", "content": "Hello!"}], "model": "meta/llama-3.1-8b-instruct", + "temperature": 0.0, "max_tokens": 64, "top_p": 1.0, "stream": false}' + headers: + Accept: + - application/json + Accept-Encoding: + - gzip, deflate, zstd + Connection: + - keep-alive + Content-Length: + - '161' + Content-Type: + - application/json + User-Agent: + - langchain-nvidia-ai-endpoints + method: POST + uri: https://integrate.api.nvidia.com/v1/chat/completions + response: + body: + string: '{"id":"chat-55c0d02e9caa471694b571312c012a34","object":"chat.completion","created":1734992504,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"message":{"role":"assistant","content":"Hello! + It''s nice to meet you. Is there something I can help you with or would you + like to chat?"},"logprobs":null,"finish_reason":"stop","stop_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":36,"completion_tokens":24},"prompt_logprobs":null}' + headers: + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Expose-Headers: + - nvcf-reqid + Connection: + - keep-alive + Content-Length: + - '445' + Content-Type: + - application/json + Date: + - Mon, 23 Dec 2024 22:21:44 GMT + Nvcf-Reqid: + - ea89199e-9f54-4c8d-8895-b1fd9034b86e + Nvcf-Status: + - fulfilled + Server: + - uvicorn + Vary: + - Origin + - origin, access-control-request-method, access-control-request-headers + status: + code: 200 + message: OK +version: 1 diff --git a/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_stream_quickstart.yaml b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_stream_quickstart.yaml new file mode 100644 index 00000000000..9d6d68b489f --- /dev/null +++ b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_stream_quickstart.yaml @@ -0,0 +1,152 @@ +interactions: +- request: + body: '{"messages": [{"role": "user", "content": "Hello!"}], "model": "meta/llama-3.1-8b-instruct", + "temperature": 0.0, "max_tokens": 64, "top_p": 1.0, "stream": true, "stream_options": + {"include_usage": true}}' + headers: + Accept: + - text/event-stream + Accept-Encoding: + - gzip, deflate, zstd + Connection: + - keep-alive + Content-Length: + - '203' + Content-Type: + - application/json + User-Agent: + - langchain-nvidia-ai-endpoints + method: POST + uri: https://integrate.api.nvidia.com/v1/chat/completions + response: + body: + string: 'data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":"assistant","content":""},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":12,"completion_tokens":0}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":"Hello"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":13,"completion_tokens":1}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":"!"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":14,"completion_tokens":2}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + It"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":15,"completion_tokens":3}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":"''s"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":16,"completion_tokens":4}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + nice"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":17,"completion_tokens":5}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + to"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":18,"completion_tokens":6}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + meet"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":19,"completion_tokens":7}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + you"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":20,"completion_tokens":8}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":"."},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":21,"completion_tokens":9}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + Is"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":22,"completion_tokens":10}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + there"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":23,"completion_tokens":11}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + something"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":24,"completion_tokens":12}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + I"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":25,"completion_tokens":13}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + can"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":26,"completion_tokens":14}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + help"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":27,"completion_tokens":15}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + you"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":28,"completion_tokens":16}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + with"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":29,"completion_tokens":17}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + or"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":30,"completion_tokens":18}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + would"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":31,"completion_tokens":19}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + you"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":32,"completion_tokens":20}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + like"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":33,"completion_tokens":21}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + to"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":34,"completion_tokens":22}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":" + chat"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":35,"completion_tokens":23}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":"?"},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":36,"completion_tokens":24}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":""},"logprobs":null,"finish_reason":"stop","stop_reason":null}],"usage":{"prompt_tokens":12,"total_tokens":36,"completion_tokens":24}} + + + data: {"id":"chat-595e0ba8ceb643f89b82d8b3e95cdd67","object":"chat.completion.chunk","created":1734992505,"model":"meta/llama-3.1-8b-instruct","choices":[],"usage":{"prompt_tokens":12,"total_tokens":36,"completion_tokens":24}} + + + data: [DONE] + + + ' + headers: + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Expose-Headers: + - nvcf-reqid + Connection: + - keep-alive + Content-Type: + - text/event-stream; charset=utf-8 + Date: + - Mon, 23 Dec 2024 22:21:45 GMT + Nvcf-Reqid: + - ca6cf115-a5f7-447c-95e7-eafced589f5d + Nvcf-Status: + - fulfilled + Server: + - uvicorn + Transfer-Encoding: + - chunked + Vary: + - Origin + - origin, access-control-request-method, access-control-request-headers + status: + code: 200 + message: OK +version: 1 diff --git a/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call.yaml b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call.yaml new file mode 100644 index 00000000000..aa03ceaa8d5 --- /dev/null +++ b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call.yaml @@ -0,0 +1,56 @@ +interactions: +- request: + body: '{"messages": [{"role": "user", "content": "Can you name a cricket player + along with team name and highest score?"}], "model": "meta/llama-3.1-8b-instruct", + "temperature": 0.0, "max_tokens": 64, "top_p": 1.0, "stream": false, "tools": + [{"type": "function", "function": {"name": "cricket_player_names", "description": + "store the name of players", "parameters": {"type": "object", "properties": + {"name": {"type": "string", "description": "The name of the player"}, "team:": + {"type": "string", "description": "The team of the player"}, "highest_score": + {"type": "number", "description": "The highest score of the player"}}, "required": + ["name", "team", "highest_score"]}}}]}' + headers: + Accept: + - application/json + Accept-Encoding: + - gzip, deflate, zstd + Connection: + - keep-alive + Content-Length: + - '670' + Content-Type: + - application/json + User-Agent: + - langchain-nvidia-ai-endpoints + method: POST + uri: https://integrate.api.nvidia.com/v1/chat/completions + response: + body: + string: '{"id":"chat-c827eb3e9dad425dbde170c946ff7cf7","object":"chat.completion","created":1734992507,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"message":{"role":"assistant","content":null,"tool_calls":[{"id":"chatcmpl-tool-3b35163e6a5a4961aa22b93581a0c5b2","type":"function","function":{"name":"cricket_player_names","arguments":"{\"name\": + \"Virat Kohli\", \"team:\": \"India\", \"highest_score\": 183}"}}]},"logprobs":null,"finish_reason":"tool_calls","stop_reason":null}],"usage":{"prompt_tokens":318,"total_tokens":348,"completion_tokens":30},"prompt_logprobs":null}' + headers: + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Expose-Headers: + - nvcf-reqid + Connection: + - keep-alive + Content-Length: + - '580' + Content-Type: + - application/json + Date: + - Mon, 23 Dec 2024 22:21:48 GMT + Nvcf-Reqid: + - 497f5f82-973e-4224-8593-97664a04b39c + Nvcf-Status: + - fulfilled + Server: + - uvicorn + Vary: + - Origin + - origin, access-control-request-method, access-control-request-headers + status: + code: 200 + message: OK +version: 1 diff --git a/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call_async.yaml b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call_async.yaml new file mode 100644 index 00000000000..9043999a5f7 --- /dev/null +++ b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call_async.yaml @@ -0,0 +1,56 @@ +interactions: +- request: + body: '{"messages": [{"role": "user", "content": "Can you name a cricket player + along with team name and highest score?"}], "model": "meta/llama-3.1-8b-instruct", + "temperature": 0.0, "max_tokens": 64, "top_p": 1.0, "stream": false, "tools": + [{"type": "function", "function": {"name": "cricket_player_names", "description": + "store the name of players", "parameters": {"type": "object", "properties": + {"name": {"type": "string", "description": "The name of the player"}, "team:": + {"type": "string", "description": "The team of the player"}, "highest_score": + {"type": "number", "description": "The highest score of the player"}}, "required": + ["name", "team", "highest_score"]}}}]}' + headers: + Accept: + - application/json + Accept-Encoding: + - gzip, deflate, zstd + Connection: + - keep-alive + Content-Length: + - '670' + Content-Type: + - application/json + User-Agent: + - langchain-nvidia-ai-endpoints + method: POST + uri: https://integrate.api.nvidia.com/v1/chat/completions + response: + body: + string: '{"id":"chat-5e1b429e3b704443992df3e6a1f95021","object":"chat.completion","created":1734992509,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"message":{"role":"assistant","content":null,"tool_calls":[{"id":"chatcmpl-tool-b16ddfa73cb94d9b95d6572615e71589","type":"function","function":{"name":"cricket_player_names","arguments":"{\"name\": + \"Virat Kohli\", \"team:\": \"India\", \"highest_score\": 183}"}}]},"logprobs":null,"finish_reason":"tool_calls","stop_reason":null}],"usage":{"prompt_tokens":318,"total_tokens":348,"completion_tokens":30},"prompt_logprobs":null}' + headers: + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Expose-Headers: + - nvcf-reqid + Connection: + - keep-alive + Content-Length: + - '580' + Content-Type: + - application/json + Date: + - Mon, 23 Dec 2024 22:21:49 GMT + Nvcf-Reqid: + - 60deff33-b1fe-46d1-abc4-35978ee01613 + Nvcf-Status: + - fulfilled + Server: + - uvicorn + Vary: + - Origin + - origin, access-control-request-method, access-control-request-headers + status: + code: 200 + message: OK +version: 1 diff --git a/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call_async_stream.yaml b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call_async_stream.yaml new file mode 100644 index 00000000000..e58ed33910b --- /dev/null +++ b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call_async_stream.yaml @@ -0,0 +1,68 @@ +interactions: +- request: + body: '{"messages": [{"role": "user", "content": "Can you name a cricket player + along with team name and highest score?"}], "model": "meta/llama-3.1-8b-instruct", + "temperature": 0.0, "max_tokens": 64, "top_p": 1.0, "stream": true, "stream_options": + {"include_usage": true}, "tools": [{"type": "function", "function": {"name": + "cricket_player_names", "description": "store the name of players", "parameters": + {"type": "object", "properties": {"name": {"type": "string", "description": + "The name of the player"}, "team:": {"type": "string", "description": "The team + of the player"}, "highest_score": {"type": "number", "description": "The highest + score of the player"}}, "required": ["name", "team", "highest_score"]}}}]}' + headers: + Accept: + - text/event-stream + Accept-Encoding: + - gzip, deflate, zstd + Connection: + - keep-alive + Content-Length: + - '712' + Content-Type: + - application/json + User-Agent: + - langchain-nvidia-ai-endpoints + method: POST + uri: https://integrate.api.nvidia.com/v1/chat/completions + response: + body: + string: 'data: {"id":"chat-43c44c15b2274e9e94fec57c04543f80","object":"chat.completion.chunk","created":1734992511,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":"assistant","content":""},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":318,"total_tokens":318,"completion_tokens":0}} + + + data: {"id":"chat-43c44c15b2274e9e94fec57c04543f80","object":"chat.completion.chunk","created":1734992511,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":null,"tool_calls":[{"id":"chatcmpl-tool-df3daa09595c462297a7253930e4d915","type":"function","function":{"name":"cricket_player_names","arguments":"{\"name\": + \"Virat Kohli\", \"team:\": \"India\", \"highest_score\": 183}"},"index":0}]},"logprobs":null,"finish_reason":"tool_calls","stop_reason":null}],"usage":{"prompt_tokens":318,"total_tokens":348,"completion_tokens":30}} + + + data: {"id":"chat-43c44c15b2274e9e94fec57c04543f80","object":"chat.completion.chunk","created":1734992511,"model":"meta/llama-3.1-8b-instruct","choices":[],"usage":{"prompt_tokens":318,"total_tokens":348,"completion_tokens":30}} + + + data: [DONE] + + + ' + headers: + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Expose-Headers: + - nvcf-reqid + Connection: + - keep-alive + Content-Type: + - text/event-stream; charset=utf-8 + Date: + - Mon, 23 Dec 2024 22:21:51 GMT + Nvcf-Reqid: + - 43d997a5-3e0a-485d-9567-e16813f1b183 + Nvcf-Status: + - fulfilled + Server: + - uvicorn + Transfer-Encoding: + - chunked + Vary: + - Origin + - origin, access-control-request-method, access-control-request-headers + status: + code: 200 + message: OK +version: 1 diff --git a/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call_stream.yaml b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call_stream.yaml new file mode 100644 index 00000000000..c8bd72e70e1 --- /dev/null +++ b/tests/integrations/langchain_nvidia_ai_endpoints/cassettes/langchain_nv_ai_endpoints_test/test_chatnvidia_tool_call_stream.yaml @@ -0,0 +1,68 @@ +interactions: +- request: + body: '{"messages": [{"role": "user", "content": "Can you name a cricket player + along with team name and highest score?"}], "model": "meta/llama-3.1-8b-instruct", + "temperature": 0.0, "max_tokens": 64, "top_p": 1.0, "stream": true, "stream_options": + {"include_usage": true}, "tools": [{"type": "function", "function": {"name": + "cricket_player_names", "description": "store the name of players", "parameters": + {"type": "object", "properties": {"name": {"type": "string", "description": + "The name of the player"}, "team:": {"type": "string", "description": "The team + of the player"}, "highest_score": {"type": "number", "description": "The highest + score of the player"}}, "required": ["name", "team", "highest_score"]}}}]}' + headers: + Accept: + - text/event-stream + Accept-Encoding: + - gzip, deflate, zstd + Connection: + - keep-alive + Content-Length: + - '712' + Content-Type: + - application/json + User-Agent: + - langchain-nvidia-ai-endpoints + method: POST + uri: https://integrate.api.nvidia.com/v1/chat/completions + response: + body: + string: 'data: {"id":"chat-4c0f7aead39b4e8f916c259cf9941b5e","object":"chat.completion.chunk","created":1734992510,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":"assistant","content":""},"logprobs":null,"finish_reason":null}],"usage":{"prompt_tokens":318,"total_tokens":318,"completion_tokens":0}} + + + data: {"id":"chat-4c0f7aead39b4e8f916c259cf9941b5e","object":"chat.completion.chunk","created":1734992510,"model":"meta/llama-3.1-8b-instruct","choices":[{"index":0,"delta":{"role":null,"content":null,"tool_calls":[{"id":"chatcmpl-tool-d0d074128af94984bfc40534381b5860","type":"function","function":{"name":"cricket_player_names","arguments":"{\"name\": + \"Virat Kohli\", \"team:\": \"India\", \"highest_score\": 183}"},"index":0}]},"logprobs":null,"finish_reason":"tool_calls","stop_reason":null}],"usage":{"prompt_tokens":318,"total_tokens":348,"completion_tokens":30}} + + + data: {"id":"chat-4c0f7aead39b4e8f916c259cf9941b5e","object":"chat.completion.chunk","created":1734992510,"model":"meta/llama-3.1-8b-instruct","choices":[],"usage":{"prompt_tokens":318,"total_tokens":348,"completion_tokens":30}} + + + data: [DONE] + + + ' + headers: + Access-Control-Allow-Credentials: + - 'true' + Access-Control-Expose-Headers: + - nvcf-reqid + Connection: + - keep-alive + Content-Type: + - text/event-stream; charset=utf-8 + Date: + - Mon, 23 Dec 2024 22:21:50 GMT + Nvcf-Reqid: + - 2746750e-86b1-4959-bd8b-1da038003578 + Nvcf-Status: + - fulfilled + Server: + - uvicorn + Transfer-Encoding: + - chunked + Vary: + - Origin + - origin, access-control-request-method, access-control-request-headers + status: + code: 200 + message: OK +version: 1 diff --git a/tests/integrations/langchain_nvidia_ai_endpoints/langchain_nv_ai_endpoints_test.py b/tests/integrations/langchain_nvidia_ai_endpoints/langchain_nv_ai_endpoints_test.py new file mode 100644 index 00000000000..e46ebac8e89 --- /dev/null +++ b/tests/integrations/langchain_nvidia_ai_endpoints/langchain_nv_ai_endpoints_test.py @@ -0,0 +1,567 @@ +import os + +import pytest +from langchain_core.messages import AIMessageChunk +from langchain_nvidia_ai_endpoints import ChatNVIDIA + +import weave +from weave.integrations.integration_utilities import op_name_from_ref + +model = "meta/llama-3.1-8b-instruct" + + +@pytest.mark.skip_clickhouse_client # TODO:VCR recording does not seem to allow us to make requests to the clickhouse db in non-recording mode +@pytest.mark.vcr( + filter_headers=["authorization"], + allowed_hosts=["api.wandb.ai", "localhost"], +) +def test_chatnvidia_quickstart(client: weave.trace.weave_client.WeaveClient) -> None: + api_key = os.environ.get("NVIDIA_API_KEY", "DUMMY_API_KEY") + + nvidia_client = ChatNVIDIA( + api_key=api_key, model=model, temperature=0.0, max_tokens=64, top_p=1 + ) + + response = nvidia_client.invoke("Hello!") + + calls = list(client.calls()) + # need to make 2 because of the langchain integration getting a call in there + assert len(calls) == 2 + call = calls[1] + + assert response.content is not None + + assert ( + op_name_from_ref(call.op_name) + == "langchain_nvidia_ai_endpoints.ChatNVIDIA-generate" + ) + assert call.started_at is not None + assert call.started_at < call.ended_at # type: ignore + + output = call.output + assert output["model"] == model + assert output["object"] == "chat.completion" + + usage = call.summary["usage"][output["model"]] # type: ignore + assert usage["requests"] == 1 + assert usage["completion_tokens"] == 24 + assert usage["prompt_tokens"] == 12 + assert usage["total_tokens"] == 36 + + inputs = call.inputs + assert inputs["model"] == model + assert inputs["messages"] == [{"role": "user", "content": "Hello!"}] + assert inputs["max_tokens"] == 64 + assert inputs["temperature"] == 0.0 + assert inputs["top_p"] == 1 + + +@pytest.mark.skip_clickhouse_client # TODO:VCR recording does not seem to allow us to make requests to the clickhouse db in non-recording mode +@pytest.mark.vcr( + filter_headers=["authorization"], allowed_hosts=["api.wandb.ai", "localhost"] +) +@pytest.mark.asyncio +async def test_chatnvidia_async_quickstart( + client: weave.trace.weave_client.WeaveClient, +) -> None: + api_key = os.environ.get("NVIDIA_API_KEY", "DUMMY_API_KEY") + + nvidia_client = ChatNVIDIA( + api_key=api_key, model=model, temperature=0.0, max_tokens=64, top_p=1 + ) + + response = await nvidia_client.ainvoke("Hello!") + + calls = list(client.calls()) + # need to make 2 because of the langchain integration getting a call in there + assert len(calls) == 2 + call = calls[1] + + assert response.content is not None + + assert ( + op_name_from_ref(call.op_name) + == "langchain_nvidia_ai_endpoints.ChatNVIDIA-generate" + ) + assert call.started_at is not None + assert call.started_at < call.ended_at + + output = call.output + assert output["model"] == model + assert output["object"] == "chat.completion" + + usage = call.summary["usage"][output["model"]] + assert usage["requests"] == 1 + assert usage["completion_tokens"] == 24 + assert usage["prompt_tokens"] == 12 + assert usage["total_tokens"] == 36 + + inputs = call.inputs + assert inputs["model"] == model + assert inputs["messages"] == [{"role": "user", "content": "Hello!"}] + assert inputs["max_tokens"] == 64 + assert inputs["temperature"] == 0.0 + assert inputs["top_p"] == 1 + + +@pytest.mark.skip_clickhouse_client # TODO:VCR recording does not seem to allow us to make requests to the clickhouse db in non-recording mode +@pytest.mark.vcr( + filter_headers=["authorization"], + allowed_hosts=["api.wandb.ai", "localhost"], +) +def test_chatnvidia_stream_quickstart( + client: weave.trace.weave_client.WeaveClient, +) -> None: + api_key = os.environ.get("NVIDIA_API_KEY", "DUMMY_API_KEY") + + nvidia_client = ChatNVIDIA( + api_key=api_key, model=model, temperature=0.0, max_tokens=64, top_p=1 + ) + + response = nvidia_client.stream("Hello!") + answer = AIMessageChunk(content="") + for chunk in response: + answer += chunk + answer.usage_metadata = chunk.usage_metadata + + calls = list(client.calls()) + # need to make 2 because of the langchain integration getting a call in there + assert len(calls) == 2 + call = calls[1] + + assert answer.content is not None + + assert ( + op_name_from_ref(call.op_name) + == "langchain_nvidia_ai_endpoints.ChatNVIDIA-stream" + ) + assert call.started_at is not None + assert call.started_at < call.ended_at + + output = call.output + assert output["model"] == model + assert output["object"] == "chat.completion" + + print(call.summary["usage"][output["model"]]) + usage = call.summary["usage"][output["model"]] + assert usage["requests"] == 1 + assert usage["completion_tokens"] == 24 + assert usage["prompt_tokens"] == 12 + assert usage["total_tokens"] == 36 + + inputs = call.inputs + assert inputs["model"] == model + assert inputs["messages"] == [{"role": "user", "content": "Hello!"}] + assert inputs["max_tokens"] == 64 + assert inputs["temperature"] == 0.0 + assert inputs["top_p"] == 1 + + +@pytest.mark.skip_clickhouse_client # TODO:VCR recording does not seem to allow us to make requests to the clickhouse db in non-recording mode +@pytest.mark.vcr( + filter_headers=["authorization"], allowed_hosts=["api.wandb.ai", "localhost"] +) +@pytest.mark.asyncio +async def test_chatnvidia_async_stream_quickstart( + client: weave.trace.weave_client.WeaveClient, +) -> None: + api_key = os.environ.get("NVIDIA_API_KEY", "DUMMY_API_KEY") + + nvidia_client = ChatNVIDIA( + api_key=api_key, model=model, temperature=0.0, max_tokens=64, top_p=1 + ) + response = nvidia_client.astream("Hello!") + answer = AIMessageChunk(content="") + async for chunk in response: + answer += chunk + answer.usage_metadata = chunk.usage_metadata + + calls = list(client.calls()) + # need to make 2 because of the langchain integration getting a call in there + assert len(calls) == 2 + call = calls[1] + + assert answer.content is not None + + assert ( + op_name_from_ref(call.op_name) + == "langchain_nvidia_ai_endpoints.ChatNVIDIA-stream" + ) + assert call.started_at is not None + assert call.started_at < call.ended_at + + output = call.output + assert output["model"] == model + assert output["object"] == "chat.completion" + + print(call.summary["usage"][output["model"]]) + usage = call.summary["usage"][output["model"]] + assert usage["requests"] == 1 + assert usage["completion_tokens"] == 24 + assert usage["prompt_tokens"] == 12 + assert usage["total_tokens"] == 36 + + inputs = call.inputs + assert inputs["model"] == model + assert inputs["messages"] == [{"role": "user", "content": "Hello!"}] + assert inputs["max_tokens"] == 64 + assert inputs["temperature"] == 0.0 + assert inputs["top_p"] == 1 + + +@pytest.mark.skip_clickhouse_client # TODO:VCR recording does not seem to allow us to make requests to the clickhouse db in non-recording mode +@pytest.mark.vcr( + filter_headers=["authorization"], allowed_hosts=["api.wandb.ai", "localhost"] +) +def test_chatnvidia_tool_call(client: weave.trace.weave_client.WeaveClient) -> None: + api_key = os.environ.get("NVIDIA_API_KEY", "DUMMY_API_KEY") + + function_list = [ + { + "type": "function", + "function": { + "name": "cricket_player_names", # Function Name + "description": "store the name of players", # Meta information of function + "parameters": { # parameters + "type": "object", + "properties": { + "name": { + "type": "string", + "description": "The name of the player", + }, + "team:": { + "type": "string", + "description": "The team of the player", + }, + "highest_score": { + "type": "number", + "description": "The highest score of the player", + }, + }, + "required": ["name", "team", "highest_score"], + }, + }, + } + ] + + nvidia_client = ChatNVIDIA( + api_key=api_key, model=model, temperature=0.0, max_tokens=64, top_p=1 + ).bind_tools(function_list) + + messages = [ + { + "role": "user", + "content": "Can you name a cricket player along with team name and highest score?", + } + ] + + response = nvidia_client.invoke(messages) + + calls = list(client.calls()) + # need to make 2 because of the langchain integration getting a call in there + assert len(calls) == 2 + call = calls[1] + + assert response.content is not None + + assert ( + op_name_from_ref(call.op_name) + == "langchain_nvidia_ai_endpoints.ChatNVIDIA-generate" + ) + assert call.started_at is not None + assert call.started_at < call.ended_at + + output = call.output + assert output["model"] == model + assert output["object"] == "chat.completion" + + usage = call.summary["usage"][output["model"]] + assert usage["requests"] == 1 + assert usage["completion_tokens"] == 30 + assert usage["prompt_tokens"] == 318 + assert usage["total_tokens"] == 348 + + inputs = call.inputs + assert inputs["model"] == model + assert inputs["messages"] == [ + { + "role": "user", + "content": "Can you name a cricket player along with team name and highest score?", + } + ] + assert inputs["max_tokens"] == 64 + assert inputs["temperature"] == 0.0 + assert inputs["top_p"] == 1 + + +@pytest.mark.skip_clickhouse_client # TODO:VCR recording does not seem to allow us to make requests to the clickhouse db in non-recording mode +@pytest.mark.vcr( + filter_headers=["authorization"], allowed_hosts=["api.wandb.ai", "localhost"] +) +@pytest.mark.asyncio +async def test_chatnvidia_tool_call_async( + client: weave.trace.weave_client.WeaveClient, +) -> None: + api_key = os.environ.get("NVIDIA_API_KEY", "DUMMY_API_KEY") + + function_list = [ + { + "type": "function", + "function": { + "name": "cricket_player_names", # Function Name + "description": "store the name of players", # Meta information of function + "parameters": { # parameters + "type": "object", + "properties": { + "name": { + "type": "string", + "description": "The name of the player", + }, + "team:": { + "type": "string", + "description": "The team of the player", + }, + "highest_score": { + "type": "number", + "description": "The highest score of the player", + }, + }, + "required": ["name", "team", "highest_score"], + }, + }, + } + ] + + nvidia_client = ChatNVIDIA( + api_key=api_key, model=model, temperature=0.0, max_tokens=64, top_p=1 + ).bind_tools(function_list) + + messages = [ + { + "role": "user", + "content": "Can you name a cricket player along with team name and highest score?", + } + ] + + response = await nvidia_client.ainvoke(messages) + + calls = list(client.calls()) + # need to make 2 because of the langchain integration getting a call in there + assert len(calls) == 2 + call = calls[1] + + assert response.content is not None + + assert ( + op_name_from_ref(call.op_name) + == "langchain_nvidia_ai_endpoints.ChatNVIDIA-generate" + ) + assert call.started_at is not None + assert call.started_at < call.ended_at + + output = call.output + assert output["model"] == model + assert output["object"] == "chat.completion" + + usage = call.summary["usage"][output["model"]] + assert usage["requests"] == 1 + assert usage["completion_tokens"] == 30 + assert usage["prompt_tokens"] == 318 + assert usage["total_tokens"] == 348 + + inputs = call.inputs + assert inputs["model"] == model + assert inputs["messages"] == [ + { + "role": "user", + "content": "Can you name a cricket player along with team name and highest score?", + } + ] + assert inputs["max_tokens"] == 64 + assert inputs["temperature"] == 0.0 + assert inputs["top_p"] == 1 + + +@pytest.mark.skip_clickhouse_client # TODO:VCR recording does not seem to allow us to make requests to the clickhouse db in non-recording mode +@pytest.mark.vcr( + filter_headers=["authorization"], allowed_hosts=["api.wandb.ai", "localhost"] +) +def test_chatnvidia_tool_call_stream( + client: weave.trace.weave_client.WeaveClient, +) -> None: + api_key = os.environ.get("NVIDIA_API_KEY", "DUMMY_API_KEY") + + function_list = [ + { + "type": "function", + "function": { + "name": "cricket_player_names", # Function Name + "description": "store the name of players", # Meta information of function + "parameters": { # parameters + "type": "object", + "properties": { + "name": { + "type": "string", + "description": "The name of the player", + }, + "team:": { + "type": "string", + "description": "The team of the player", + }, + "highest_score": { + "type": "number", + "description": "The highest score of the player", + }, + }, + "required": ["name", "team", "highest_score"], + }, + }, + } + ] + + nvidia_client = ChatNVIDIA( + api_key=api_key, model=model, temperature=0.0, max_tokens=64, top_p=1 + ).bind_tools(function_list) + + messages = [ + { + "role": "user", + "content": "Can you name a cricket player along with team name and highest score?", + } + ] + + response = nvidia_client.stream(messages) + + answer = AIMessageChunk(content="") + for chunk in response: + answer += chunk + answer.usage_metadata = chunk.usage_metadata + + calls = list(client.calls()) + # need to make 2 because of the langchain integration getting a call in there + assert len(calls) == 2 + call = calls[1] + + assert answer.tool_calls is not None + + assert ( + op_name_from_ref(call.op_name) + == "langchain_nvidia_ai_endpoints.ChatNVIDIA-stream" + ) + assert call.started_at is not None + assert call.started_at < call.ended_at + + output = call.output + assert output["model"] == model + assert output["object"] == "chat.completion" + + usage = call.summary["usage"][output["model"]] + assert usage["requests"] == 1 + assert usage["completion_tokens"] == 30 + assert usage["prompt_tokens"] == 318 + assert usage["total_tokens"] == 348 + + inputs = call.inputs + assert inputs["model"] == model + assert inputs["messages"] == [ + { + "role": "user", + "content": "Can you name a cricket player along with team name and highest score?", + } + ] + assert inputs["max_tokens"] == 64 + assert inputs["temperature"] == 0.0 + assert inputs["top_p"] == 1 + + +@pytest.mark.skip_clickhouse_client # TODO:VCR recording does not seem to allow us to make requests to the clickhouse db in non-recording mode +@pytest.mark.vcr( + filter_headers=["authorization"], allowed_hosts=["api.wandb.ai", "localhost"] +) +@pytest.mark.asyncio +async def test_chatnvidia_tool_call_async_stream( + client: weave.trace.weave_client.WeaveClient, +) -> None: + api_key = os.environ.get("NVIDIA_API_KEY", "DUMMY_API_KEY") + + function_list = [ + { + "type": "function", + "function": { + "name": "cricket_player_names", # Function Name + "description": "store the name of players", # Meta information of function + "parameters": { # parameters + "type": "object", + "properties": { + "name": { + "type": "string", + "description": "The name of the player", + }, + "team:": { + "type": "string", + "description": "The team of the player", + }, + "highest_score": { + "type": "number", + "description": "The highest score of the player", + }, + }, + "required": ["name", "team", "highest_score"], + }, + }, + } + ] + + nvidia_client = ChatNVIDIA( + api_key=api_key, model=model, temperature=0.0, max_tokens=64, top_p=1 + ).bind_tools(function_list) + + messages = [ + { + "role": "user", + "content": "Can you name a cricket player along with team name and highest score?", + } + ] + + response = nvidia_client.astream(messages) + + answer = AIMessageChunk(content="") + async for chunk in response: + answer += chunk + answer.usage_metadata = chunk.usage_metadata + + calls = list(client.calls()) + # need to make 2 because of the langchain integration getting a call in there + assert len(calls) == 2 + call = calls[1] + + assert answer.tool_calls is not None + + assert ( + op_name_from_ref(call.op_name) + == "langchain_nvidia_ai_endpoints.ChatNVIDIA-stream" + ) + assert call.started_at is not None + assert call.started_at < call.ended_at + + output = call.output + assert output["model"] == model + assert output["object"] == "chat.completion" + + usage = call.summary["usage"][output["model"]] + assert usage["requests"] == 1 + assert usage["completion_tokens"] == 30 + assert usage["prompt_tokens"] == 318 + assert usage["total_tokens"] == 348 + + inputs = call.inputs + assert inputs["model"] == model + assert inputs["messages"] == [ + { + "role": "user", + "content": "Can you name a cricket player along with team name and highest score?", + } + ] + assert inputs["max_tokens"] == 64 + assert inputs["temperature"] == 0.0 + assert inputs["top_p"] == 1 diff --git a/weave/integrations/langchain_nvidia_ai_endpoints/__init__.py b/weave/integrations/langchain_nvidia_ai_endpoints/__init__.py new file mode 100644 index 00000000000..e69de29bb2d diff --git a/weave/integrations/langchain_nvidia_ai_endpoints/langchain_nv_ai_endpoints.py b/weave/integrations/langchain_nvidia_ai_endpoints/langchain_nv_ai_endpoints.py new file mode 100644 index 00000000000..0d376db51d9 --- /dev/null +++ b/weave/integrations/langchain_nvidia_ai_endpoints/langchain_nv_ai_endpoints.py @@ -0,0 +1,221 @@ +from __future__ import annotations + +import importlib +import time +from typing import Any, Callable + +import_failed = False + +try: + from langchain_core.messages import AIMessageChunk, convert_to_openai_messages + from langchain_core.outputs import ChatGenerationChunk, ChatResult +except ImportError: + import_failed = True + +import weave +from weave.trace.autopatch import IntegrationSettings, OpSettings +from weave.trace.op import Op, ProcessedInputs +from weave.trace.op_extensions.accumulator import add_accumulator +from weave.trace.patcher import MultiPatcher, NoOpPatcher, SymbolPatcher + +_lc_nvidia_patcher: MultiPatcher | None = None + + +# NVIDIA-specific accumulator for parsing the objects of streaming interactions +def nvidia_accumulator(acc: Any | None, value: Any) -> Any: + if acc is None: + acc = ChatGenerationChunk(message=AIMessageChunk(content="")) + acc = acc + value + + # Need to do this since the __add__ impl for the streaming response is wrong + # We will get the actual usage in the final chunk so this will be eventually consistent + acc.message.usage_metadata = value.message.usage_metadata + + return acc + + +# Post processor to transform output into OpenAI's ChatCompletion format -- need to handle stream and non-stream outputs +def postprocess_output_to_openai_format(output: Any) -> dict: + """ + Need to post process the output reported to weave to send it on openai format so that Weave front end renders + chat view. This only affects what is sent to weave. + """ + from openai.types.chat import ChatCompletion + + if isinstance(output, ChatResult): # its ChatResult + message = output.llm_output + enhanced_usage = message.get("token_usage", {}) + enhanced_usage["output_tokens"] = message.get("token_usage").get( + "completion_tokens", 0 + ) + enhanced_usage["input_tokens"] = message.get("token_usage").get( + "prompt_tokens", 0 + ) + + returnable = ChatCompletion( + id="None", + choices=[ + { + "index": 0, + "message": { + "content": message.get("content", ""), + "role": message.get("role", ""), + "tool_calls": message.get("tool_calls", []), + }, + "logprobs": None, + "finish_reason": message.get("finish_reason", ""), + } + ], + created=int(time.time()), + model=message.get("model_name", ""), + object="chat.completion", + tool_calls=message.get("tool_calls", []), + system_fingerprint=None, + usage=enhanced_usage, + ) + + return returnable.model_dump(exclude_unset=True, exclude_none=True) + + elif isinstance(output, ChatGenerationChunk): # its ChatGenerationChunk + orig_message = output.message + openai_message = convert_to_openai_messages(output.message) + enhanced_usage = getattr(orig_message, "usage_metadata", {}) + enhanced_usage["completion_tokens"] = orig_message.usage_metadata.get( + "output_tokens", 0 + ) + enhanced_usage["prompt_tokens"] = orig_message.usage_metadata.get( + "input_tokens", 0 + ) + + returnable = ChatCompletion( + id="None", + choices=[ + { + "index": 0, + "message": { + "content": orig_message.content, + "role": getattr(orig_message, "role", "assistant"), + "tool_calls": openai_message.get("tool_calls", []), + }, + "logprobs": None, + "finish_reason": getattr(orig_message, "response_metadata", {}).get( + "finish_reason", None + ), + } + ], + created=int(time.time()), + model=getattr(orig_message, "response_metadata", {}).get( + "model_name", None + ), + tool_calls=openai_message.get("tool_calls", []), + object="chat.completion", + system_fingerprint=None, + usage=enhanced_usage, + ) + + return returnable.model_dump(exclude_unset=True, exclude_none=True) + return output + + +def postprocess_inputs_to_openai_format( + func: Op, args: tuple, kwargs: dict +) -> ProcessedInputs: + """ + Need to process the input reported to weave to send it on openai format so that Weave front end renders + chat view. This only affects what is sent to weave. + """ + original_args = args + original_kwargs = kwargs + + chat_nvidia_obj = args[0] + messages_array = args[1] + messages_array = convert_to_openai_messages(messages_array) + n = len(messages_array) + + stream = False + if "stream" in func.name: + stream = True + + weave_report = { + "model": chat_nvidia_obj.model, + "messages": messages_array, + "max_tokens": chat_nvidia_obj.max_tokens, + "temperature": chat_nvidia_obj.temperature, + "top_p": chat_nvidia_obj.top_p, + "object": "ChatNVIDIA._generate", + "n": n, + "stream": stream, + } + + return ProcessedInputs( + original_args=original_args, + original_kwargs=original_kwargs, + args=original_args, + kwargs=original_kwargs, + inputs=weave_report, + ) + + +def should_use_accumulator(inputs: dict) -> bool: + return isinstance(inputs, dict) and bool(inputs.get("stream")) + + +def nvidia_ai_endpoints_wrapper(settings: OpSettings) -> Callable[[Callable], Callable]: + def wrapper(fn: Callable) -> Callable: + op_kwargs = settings.model_dump() + op = weave.op(fn, **op_kwargs) + op._set_on_input_handler(postprocess_inputs_to_openai_format) + return add_accumulator( + op, + make_accumulator=lambda inputs: nvidia_accumulator, + should_accumulate=should_use_accumulator, + on_finish_post_processor=postprocess_output_to_openai_format, + ) + + return wrapper + + +def get_nvidia_ai_patcher( + settings: IntegrationSettings | None = None, +) -> MultiPatcher | NoOpPatcher: + if settings is None: + settings = IntegrationSettings() + + if not settings.enabled: + return NoOpPatcher() + + global _lc_nvidia_patcher + if _lc_nvidia_patcher is not None: + return _lc_nvidia_patcher + + base = settings.op_settings + + generate_settings: OpSettings = base.model_copy( + update={ + "name": base.name or "langchain_nvidia_ai_endpoints.ChatNVIDIA._generate", + } + ) + stream_settings: OpSettings = base.model_copy( + update={ + "name": base.name or "langchain_nvidia_ai_endpoints.ChatNVIDIA._stream", + } + ) + + _lc_nvidia_patcher = MultiPatcher( + [ + # Patch invoke method + SymbolPatcher( + lambda: importlib.import_module("langchain_nvidia_ai_endpoints"), + "ChatNVIDIA._generate", + nvidia_ai_endpoints_wrapper(generate_settings), + ), + # Patch stream method + SymbolPatcher( + lambda: importlib.import_module("langchain_nvidia_ai_endpoints"), + "ChatNVIDIA._stream", + nvidia_ai_endpoints_wrapper(stream_settings), + ), + ] + ) + + return _lc_nvidia_patcher diff --git a/weave/trace/autopatch.py b/weave/trace/autopatch.py index c1c47d37512..bc77752957c 100644 --- a/weave/trace/autopatch.py +++ b/weave/trace/autopatch.py @@ -46,6 +46,7 @@ class AutopatchSettings(BaseModel): notdiamond: IntegrationSettings = Field(default_factory=IntegrationSettings) openai: IntegrationSettings = Field(default_factory=IntegrationSettings) vertexai: IntegrationSettings = Field(default_factory=IntegrationSettings) + chatnvidia: IntegrationSettings = Field(default_factory=IntegrationSettings) @validate_call @@ -60,6 +61,9 @@ def autopatch(settings: Optional[AutopatchSettings] = None) -> None: from weave.integrations.groq.groq_sdk import get_groq_patcher from weave.integrations.instructor.instructor_sdk import get_instructor_patcher from weave.integrations.langchain.langchain import langchain_patcher + from weave.integrations.langchain_nvidia_ai_endpoints.langchain_nv_ai_endpoints import ( + get_nvidia_ai_patcher, + ) from weave.integrations.litellm.litellm import get_litellm_patcher from weave.integrations.llamaindex.llamaindex import llamaindex_patcher from weave.integrations.mistral import get_mistral_patcher @@ -82,6 +86,7 @@ def autopatch(settings: Optional[AutopatchSettings] = None) -> None: get_google_genai_patcher(settings.google_ai_studio).attempt_patch() get_notdiamond_patcher(settings.notdiamond).attempt_patch() get_vertexai_patcher(settings.vertexai).attempt_patch() + get_nvidia_ai_patcher(settings.chatnvidia).attempt_patch() llamaindex_patcher.attempt_patch() langchain_patcher.attempt_patch() @@ -98,6 +103,9 @@ def reset_autopatch() -> None: from weave.integrations.groq.groq_sdk import get_groq_patcher from weave.integrations.instructor.instructor_sdk import get_instructor_patcher from weave.integrations.langchain.langchain import langchain_patcher + from weave.integrations.langchain_nvidia_ai_endpoints.langchain_nv_ai_endpoints import ( + get_nvidia_ai_patcher, + ) from weave.integrations.litellm.litellm import get_litellm_patcher from weave.integrations.llamaindex.llamaindex import llamaindex_patcher from weave.integrations.mistral import get_mistral_patcher @@ -117,6 +125,7 @@ def reset_autopatch() -> None: get_google_genai_patcher().undo_patch() get_notdiamond_patcher().undo_patch() get_vertexai_patcher().undo_patch() + get_nvidia_ai_patcher().undo_patch() llamaindex_patcher.undo_patch() langchain_patcher.undo_patch()