From 3292f881298cdc99cc0336a51938612d5310b59b Mon Sep 17 00:00:00 2001 From: Jai Radhakrishnan <55522316+jairad26@users.noreply.github.com> Date: Tue, 4 Feb 2025 12:30:09 -0800 Subject: [PATCH 1/2] add info for local model tracing --- .../local-inference-history.png | Bin 0 -> 88736 bytes observe-functions.mdx | 15 +++++++++++++-- 2 files changed, 13 insertions(+), 2 deletions(-) create mode 100644 images/observe-functions/local-inference-history.png diff --git a/images/observe-functions/local-inference-history.png b/images/observe-functions/local-inference-history.png new file mode 100644 index 0000000000000000000000000000000000000000..83a85a9d00c74ff9439329c9945d6f9ff63ee86f GIT binary patch literal 88736 zcmcG#1yo#J(l$y61PvZ6xHPW8-6hbtdvGVX1r6@dXyXpSJ-EBOySoOLOWrp#^ZoP9 zntRt>_x4)dtIpYH*Qs6gl$=w$gXLtz-^1g=LqI^hmy{4ufPg@7fq;N6hJ}1RBU7%b z3ju-n$xK*S&dk670>WjXB*9rpaUQehhE7sKVvmT3{0a~xA^sT_KL<-tNeGQ778~6+ z1RviRs+XQbP0RtKOHf=~;N8cA0@CmL&a~(V)TEnhluq0Duo<$e51S>wt~GX7bX%%M zov%4>Rvhi$Onu-9CL^4MphUs?yea&49;7fiS8d(q0|6-a?%5n9OPQOa6ku|BCehJ) zgD9uvfOqEmLdOCvghL1sDw;wSb&i1Y0wqv;K|Ub_@dIif^AiI3+a}D42#gOwKb^d* z;+DADl0NhCCxWm?MZXaW`1fy0R=t^WiyoohFd-#$eBU*q?;{b$0a2kV*zWLV!#~JM zJ_738yVYcef^Yt1Cy8^Tf72-PY)vCJ6OAlJ^1`)h{RJQT?qZ$OQqEvUqH_ag2GM(Y zG?{?2O}eYBD`}i5s0QMz0+~RLVKbhqS`0H`-S*&5v!GunvQgU0Wme{mtv_voq-Qvcc^HzL1(b-V6bW++*oLi~g(8zQm)BAAxY zC4Y~u!P#*}?A1}oLBRyg^ww4`nvxT@0(ZkyT}Nn3PR7j^iQSDuoH|lg$TC=s8YA!> z^;2*Nt(nB5+;b`9{MkZqHfPq^9&wA@t40D6gKzoL+0|P4Hgqx*K`ck4vA_^qolpU6 zjAAYBLJ|xLa!N-9T?K6HGCZjTsSAVbfGdG7o_pTb5ghU=v5Y*m1t`lYpS>!T6tI&E zib2H#+oE06hr~BR7+;BD=ZM7V(DQ`pgSgzlZr;38=#V^7LTs?@@`Yhx5;#Yw*#?jp zow`AOL?3amIL1O_Npf0Wr18f@NWm9-u<8RXf(bk>-ajEohzXzKk-37!sU-p)Bv3u% zQIT2sG=%xg3tspSNe{&RzsD93i}LZ1YI<;haHZd81;`5*IOP!Ui{D4d?_qm`5%wkB z-j{6}@NK`z1=%IoC1qu3r30v=Jyo_vZ|C9pbTZd@8b0CYM`po{S@9DV8kg;`4Sjci+JC0B7{*&U zjfQVYNq^`+K^Wt_xRl=bsLyX3!XcJItPu>*Ll+M+&PwI*bJ>dc*wipjTGfp_1A@8h zyctSR{q~i@Xyn((^2lkdhku89HnS%6zzCJ0{n$t0J|wKm)Shzf6zwI5cPspi z*rOZoR%sG-9>lHA2_ag*QD1`rdPozsvr(jN&kpb~` zN)QII4T`o6v!oY#sT~HA2%CiH9UAe6ysQKJ42Wrd^qme8N`E^wxWf$i+BUWVe?mP% z7C{=k@49QWDS?Au-(rkGM`mK_v}q!CnqnhN_8>AU4#C^EX)($UAtUr;mAlY>7;LL# zVgmH;=!aI=S+c75TXi3l6IOhmV>&{d3D)jC(OaJ5pZl27mh=&<3LM;N(dsJ2%;7GJVY@N z1fLaPN~AI7*djq0M6kgsNnRt#wjXq|#>gDJ1^U!?x5Zo;QcV7_AAL*o0%=~#GozeR z3eNJ z@TS0n1$WqcN8mEId(5R;NQ27itrhz*>@j3X==En&RH^-VvE0~-vnc_T9oDQ9)nYt-TS3Dihuu!x3%Ibo9 z$@+s8$y{rCZ*pn|FCQmcJ)>UQK4AxESX_gJ&Z0z*&SwU##7d*L=EMwr0dqmis^wb$ z_;`V$rqQ8*i;ZiYtDb9{i+|5y@9MyOzu^FII5JT(!<$nyMtW8JtK-+jFO|LH$;PZ3 zF4*x?|olD!n@c5*kw!`Osoc_ zT+H~K5uy>lBAipMQnFG$r+`z^!fNo6*_@{56b<+}8aa2lZJb+}WGuA0e#Y3+Z9dyp zIIlM}nswY8-Lc$GFP|5C$0dhF((v0v`q&EBrQFNZ~eI)ZiStJvJKbFxo^;)41778$B#%guh*Hu4>+V5Xpv zAbz_>yJWj^d!6u*aHa5pu$%C*(5@fB`)ohafD-sdTx+}$+dgWw|7(d}tw08U~@qqb8&=YAgiggM{b*zHOG zJSLMEUrw_ws;{>Z()CfYR`MdJ*6`QX)mFn+0+k?Dks=1DM+VHkZ~5cP56T+O@c8(Y zTGA35yR$7vP~*h%gw$l2bVU-g#XwSFfZ}C70XUB@oZZUn9XTnvfoc!84q{orYywVN zJyTV}=yusIKPD9H419xsOUHCapn8jXQ5AvFgK=5^$;kO=Vc$Ngt*CNVe*KqvO*`G4 z?ycjY!%^A(RmBX2DEY5)#pEOC>510N9y3=m!QXR~vJ%&M4VJ@n%yJw85kbIcR;+^z z{`+G)%{$c#Zc$IsY0)xcz~~aclzqI5%7f*@yp#z)EfUqUClY5Mf4)`e{F12s>CooT zA{SwDI%lhuPq!~QLIY+1eX(|zT5R239olZpH2El2KCQL7ev{#PjJvMCr?T!36>7TX z`FFzKh!9}5}tD2u|ftwoF3ze^ofSS&E9X0xcZar>yZlXp?Mwjmf-_x)+6%7Y*5v0yQzmUk|#>1paF zZFTmTaY?>q^GW7hM%3!taWGe8LxZ+hqsr9guZ#PW<^9Id7nCbu`|k#wGrVr@12-Ky zcPso}L$~JxEqxwV54<<*kA}Y{d)_X<4B%Gu%!fAvIe{TNQ#&KyQDGJ}zG)ym9$j6I zs8r1y2sZ?(;2GoT*!_HwIFD}0j>+cjt&Ci@NS<-pyv^B6km*X@w-JkiiVuJL1aAz^8ep3~GY<&#lY5#C65a=$x$r))syxTld=ODAk^R4}*qasug z%c~y4bN^_2Z!lFgrc|pD?5S)E{CYh8>+w+5i{bw1INYC|iha=9Z0W~OD~HA%N$F9CClO~9lEE6y9zN9>w%o_A>*74?g znLXE>2OopdpOJ1Go1GPGW)=4*pS|LFKe^Oi)*oKhw#>CGGQjIJd8l6xtSKK`jLzn- zTG!EQ2ooe!lc>bK%9b08smvm)Bfiibd!EEE_exp_hv9S9F8wAse9Ov_f zP3UaZFnAz=*XUY{c1zDlUuLqK4X|Ng#_R3JNpcq4-@ zDI%!kvT(Fe0S7^Z($;1Jg>aKTi)#5EZwUg2sA}Zh>%`w5@BF(@2!E3h5ZQ45pd`i6 z|3QWU{y|{_|3NW=|3T@oy!k^C4VwObruqHx9*6py_@6BQ6Guaw|H`uMKXCM>{g;&g ziRFJ1GRo+mQvN5F|6|?%;#m3rblv~rC=mZY*RADr?EPB}0%I?;$FNW)uzyq%^iO^M zC(1JTzYhQZF{NwdDH{a?;wxUOcfYCPfSzl1zn)9-V{oj$0$XU*uzAgA=Drd>#zfcC>3lwzTl}>} zGH+)@WZ!h4|HJr|16kfufm1~2^_LZ{q2vd3ONV7d`a^wQiCyDA^7sJ+AbsU;52W}2 zb;lRB5mPEp4*x*>t-nIqhRZa!n8xTWACO*v6=tA|DHMnn_UIoBmFcOvx z5{_*CRd)6L{o#7?rrGHB&`|{8Ef1neNzJ@P)$Z}&!Ydps+@1C}ewEoQ)jV`I=|mpntnPE=g1%S1uaTR)#er?EL6E(U-kADt#q|U9AEc#r6GnXcJ7{>vV-bc@#U`oDGYodA+K`|m3D~x4(zDF3%-iO+zC=FL ztS8&ZMmpVrRdwiRdPGNFt_PKP^FET2`hQO+_^~sn(KAmt(hUmJ*814OXFsED6raN3 zXm{I_-o0XA6)xq`%)2{6aGT?P(p0POc~ZMyccXnmv(x+1W~!T}ro7Vf_JQW2fS+$J zbtTEX1rcQ2J-c`@mh*JF=_m|RiYNQ0oGKqGBvR&3iA5=0!^9D{@x>moHI8UO)ae!z zS7Te3q`FJkIFdU&%+5-K3|f!8CE*)_rp(5d=^9Z^sI^U#I>ySU+bxM&J+ixAEzZ{- zuiRNED&v@%c(y%O?Zr$Ls3whv`#{m#y>*!ClBLFZo6>(HIYW7x1xM5xjURJdl7-T- zGgc`+CrL6)#a!G>(SW-|`s{jj z?ka?yDaq`7{K=KM@}Ths*NdG3>(%H)f8T+TjfxUZ9jMS+6hs)B`KT64_0lE1Bt{UL zlNnPlX-NjiA6BVlO*$GQ(~mZDmS(8G-c#-M18l~cM-~W}SBAk5xP4X1>=$>x@!RT4 z5Z}ZAfd{XVk%kf-O+E>MTyPqY@hvTniw^w&ag{k120G!z4~{pc!XWHsFL_PYn?FG@ ztbKSQN-4aHko97PWK<=uHW^NmU@Rv*C-aungP-zP%2eSa*pGd&E>@l6=_E-$9u^4b z8c0ydr6Y5{c8o&?zG7`A6=hydivmEV{cyuZ$`X8fp>#P955!elXr?L?W7Fc4V`ouc zuDUetP3qd~h)|whBK=zhayp)Dk}Kx1{Ewu_Kx(@b$%Z6bohooiKZYM5;ofbK)^hdQ zNg5L@9rVe>J>;R4kLTO^hW}JV*e4cAE-vRBaTW(F3DZ|Epk1jVMiys#ar|j*I+4MQ z`X@;W&`4%Vt|*HzqlHA|ydp;-GKL{ClN!$?##+{t`AepxTKQT3i`JZTy-jsyf93XQ z?>_EJrLz;AyvP^4R(eEg_;&h^0ilAZ5R$Qp?;NmhT+NrW1}L zzlF}cJ0#*#YtjPTZZYx1@PGGePdMr8yw|`0hXVXfWY)bg$EF^Iv~Wl-DV56n<5aXX z8FpO8;g%lJo}L{g@FU1$YwM2LX_~Wu+;~)dx*F;;Jujr!Rd>@;OsOH7>_?#hyOt4c z+Ih!usKQ=f3q0O<8*KZ^pAucM?ppN>tR*NE?Ln80xas`D*U_n4r#_{oIRmFv4B#Vv z2cjtyv55zmn7Qh{hy0OI>oV~O797otJlq@jFM6F+H8t785$Ej3i>W@ zw13+54;;kRms(8PxL$H$s>*rD;Wv2PM0C@pl-UlRNDThaKVQL1v5on-IV4L&?1v%* z`#*jRt4tUCfXJO^^aK=mCL}p15A+d3D`>!sU;*cHO1#+mLDalxZLK*umO=!W$xHj7 zXu)4Mg#3xlSmv-Ml{od*ZuG|pw?Gl}KA4U1?TMnp8io@H1-Fe0MN^amiO;h&9Ntj4 zKEoISs3`A+^u3))JcaP*=*OW-znj(`wAjpwg1ii}v#hh~dKrzcUJ`?R=1B*>SZ$d7SO zojt0#bfQQRma$7qTIC3I*1pzoFZ;=VwAys4`z8#;_rx3~FVWnV)+?hV&%(rau&7nq zJdtfv*0;XsWL?+00rI*KK@V$iKP_#B;K19P|6LJvagt6&x=(%%j&r1f!G< z9@qPteE}JPC^+q| zo;T#lg4#DGV*G*t;zfK;(Fw z9J1T^fxm(lU*%#$-#A(Ly7EINt>B?4jbhcEYi5D*;5yaV`*NR9W@5>1_aY9Lz|y+a zYewLuOKfMhePum0qg>`OKg!Fxswfg;l?R0iJQp8K2i`iNcH?oEFmECC|3Cf84+UAA z#YcaFia?BcA}MOBIPFqS6eOUfrwpzQ$e4J~1tr~|WE=#bJXrTk4Ah_Cu42%XSKAs} zM@FGwXktOO^))0oqnLxQdyC!>&^6NBI1fe~HyjSAu~rBVqabkBq^Y$ru(0yLC&Bl2 zMh;77rh*l!U-NjlFc%gQL04_k8j z!asg@f$1yKTE``$ImNFy+<`D;7i2`!WlFkPH%F|PZA){F%PqX4{_t<^MdAT#8CQ#`xy#vsn;84ra*@J-XXAiX5^eT0vA^vLYGX*Ub-M zDQGJgPz(=6;#d;Onm`2QZKJurU5%Vq20QE>_Npj!4F@$A_1dPs;X%k#VxKHHEN?pO zwQ3RLUR(Pf>5-%mqJce^8e`gVs2$KMMXO%)qRG|mQDPR{MMQbwJ;*-VVn@;7P3qW! z%MOg;d!e!Xi!nhbi>8^aWJ-?XQXtxd`Vs)|1JWtP=rNrWc}&d_CUVwXQnaUK4h}Ci!FVduU#Qsjn99ZNM-T zndi&hU8}HS+kvCStA;P$utu*&-~HpbMh`XDjE ziaa`F4QY2(wSLvgtzNGpS!q*H1f(jJVE=tB+dv#uI>Qt#y-yO8cEBVszD(22_^L-I zkpU_uoDMwYbZ(iV13RHIo)WY3-R9}ZrNFB_*XkrC zbTr{%HaA!Zhn!V6>)#Y1l=GoDnRHwvOOkfHOLlX8*FYcu&XcIu#6_3|hglzcx8C+J zuOi^n?ntFcd!gINv8jvU*;><% z3nqFSn-wVe9hFNfmim3^4C|aAQz4l&PJb0+r}fj0tX$I?QP9Q&TF+As(b0^m>srX-j#7rCDd%Y%71$`l`uyjwAF4aFcara)+O1u#|a=$iD{y3HDdh!b5{0 zqdWHW5RrM1g8|Dx7MxelLV5Fm^!Nsq*<}u7>D%QUL=0ZrEB~Z~X7K*CD>HAecxT*$ z((mF^Rr0G;)&DiKAE<47+Ez)>3ZQS*B%nmEh6*BQj-plXxxQFCp}hq{BX5S_NVgtrhlfAC6 znJYu(j!Z#f#OPi}QsEui|ML1}SS7gZX-w8J!_l$&EVyXX7`<_*wW8~%HRKy?sJPSC zKs|`h>vLIf2LZ3kj!FDrh}7am3448<-cQ7L@Ub%*fowes&L>H5)~|eIaOU^}KE0N& zzCa3mOJ5INvXIiteoFo?2Q3z}r)Ta3>Q@cCL&6D@2uxyfS7Ag(CO{a#&VnNd=cRi@ z%d-n61*dS?gU^}JD{<;B_sWaWW{t5v>F1@~>XAMN=SEz5Z#Cbz^|w0;x+MCc0E|q; z(&e8c$>`!Ng1#s{?nciOi8z3$2lm$(zn(58&7pZA0-8UiM^1@U_ToE8CXq1g$l^Tq zg_Ac-`d>+$obg}>MFT?&CTb%K?mF>)U!ft&iy#h#)kHfd&sPfz7K+IGnKB1)Aj|mw`7uE z+P5c^Sl&D!69_Ou)R;ZGaRr!eJP`K5>KDJkg?BI2sSB_Lpsp_*J)+c_UMwwfMt6Rp zE=Lwc|F{%|-{|}f?d{D-EU~ROm$&@Zb?T0U=i@%bwa?~+wkSw`v*%15{iyl1RM2F} z+(Ly@i23Olu@MB|zCP0bCOj`@FdUUWcRAbYTB)7YUsYunX36^w4hz`lTa}ENwv162 zOq3n`v4V;E^fqUwQSsj_5>)N~PK-inSF)0K^Set-9#D52YQ@{aCZi!dJ*^89cz->* z6=kE*$~pt#Poebeb{qzE_KJoUHe z!CW8*8}giUl-U*CIZ+1z5Q+xj%~yh_L~gk&vikoD0Vf#$<{u=yUrJFMO=Z3*WV#{U z7)cPrRZIJNxJ&vQY zDSO$`+ubI@%}WQYhXRDfkxV8D`FVz1`Z&)-(c?LMTp<9`sTfuouRSXR)e={bZE`=S zBIl2jP`Ad*mVu|EChN_B6AJK=@^@U`EtP(bY4s5wp31{nBOUO@NY+;CWfGpoeL%P99S^Q&j zTFmUJ^aHTPRH&SqzRX1IRE|a(G6Wg}m{<-4#0$Nkw zgEgX7@HXb8{B63PyC~=)WVKP$x7?_86h{2HPGU;q^Q$IIbo)bQkWB+=3zy%Nbe#rp zJaj?DISa*0>KK`sw{ZNgRA{oMDc2oj$%+?xI{?iaDT4w0IX~trsOb#I$**J_-Uy2s&+)pice}LRev5z1<9;CtB^Vgb@ zH31@pFolI4dr@QsU-&7Q3cOa|sc-wjBKHaQhT0GSd@%cq+LwgLW+$M3(N#wiTdYHZF{1zL&P3nby^6GamlXa2>id_r1v^#f$W*V2jWq0{G~Vig4l9~vJJusNZ` z3z2^z3aUU)zwTwLTl$?I#U8WR*r25lI1eU6)0wR0Dm*?0DiLrcg0m#?q90M>So0U@LVD|>a6e)S8&MkUsGoka69>FHzMh2t-vY0RgR$tBl(b{Ij7<%|-Lz5RUCY0R0-@?{L+?JMFh%lAOVp5uTyriOT?AWp zp)mhU6IDr*iMuSx)1j79R9^*-b5V3=Ugvip0TExRrpiaD0oo4M?vEW@Ghi;hrl(yPPuJ_O0dEG@v2Sl$pk+HhJ`| za(Ea#D+lpw0Evv{jC%YoJ_S=dkddj5{hC7g3MMhCabZsPO#m4ty&~u*sJp$-lLAN| zuBt^rfx+4Wy_mo#6mr(p*nfq$jn<>(#ZaI;M6YcbiR5Qjfe?j|7{M)I?2@Qmu#3{? zKHW8XSNq_kbN#ajn1t4LuPxO^m3;MKC*!Ci9X#-H!E$4&FuWLt{G{@u11cnCUxbO8+Iy2U*jfyuU{GLzJP@wd9 zhKEmy_X{_WkDJjm>t;_edI>OzuPvHB3Tq zQ+k?K+ZN7B@93xP1zJSKi1g;K^y20?vL06W_J&T|Z-2ba5SJx%<{p`@pZD?s`q-+L`J8< ziQKAvBv_kfrWp76!qS`BR&TYtD52^>nyrQ^uIJ3@bk+WO!hh*$Y@GCvtvLO3J6NL< zN&H=udJKQvT~x1Nv$+JVZZmVb&2#jCv1F2lYtr}71ob+LRgpZcJYam?e1nH3U`654 zJcn=qp1ppsVv>T*YI$h~L}&@DEbTwb>|du~U-DbiAd6zP8E^ zBmZfN{;S<3p#87jmft^He6as)f1>=eqe}G8W*JfZf9j_FcRoS?FM4hIaQ{_|e=WlM zpYnLC{dY0`|6ES0HaF34{i0mGIC4X_<3K`W{j=5hpD4}$bn?HS`~PN2g)>Z}*;{!C zQB^a8L3BnAKPpO$B7_j?c-s3H!kOrTCg5b$);!++x3)RiDje-$2#EiV2fgZlA;%99 zcwlsJ-^Bat;c~tA^mQ9C1Vq^E^S8OQ`_j>0%-uYXze7h4E_iA%HnK6%gyi=HP4avv zTff1_=t_tIt{yE~AN%rj=~}!0qqbg3(ChamWe5hT8|B3zHf_#h92w7rUFEUq-;504 zfDL@e!IIN#OkRI=|6WSWlZn~)@A2%TUx(XZg+S}{pzfRe#Ma+Tyo)Gz`A=A1t>kUy zzB-np1Bm-=qPAmf4Uk)seksc9LC{C=*5=8DzRXZ0%)<&mDtC(ne}b?7xLO)2ITf zj`-K+^ZhMCP-g%0x7%W8`<6U6KFwlHkN&>c=(zT{^X{eBECtb4q%%67j?9$sTX+#f zAid4`N-pwK8Us-Ivwz|T=$BH&iZJG#wBJb8iGL<|53T)|80;)}bAfhg3ywo}zO&TX zSBXfk7lbAJm>|m;Y@|$l0}kKGp0LgzT7B*X9cGlz z^e`!)iD&IgWnBW2rC@LDM)@Zr(ILG3{z5HL0vZyK&%t?qa0>_*x#+d`DuMv@Ux1C0 zf(rzsyFF|k5$~m(jcwwQ{T};k&w!2Kk4(uzwTLRejLDAdNc;HL5s1Hn@0LzXretP5 z#mGBfOFw9oU5?+1{4416)m;gJoc$xyrKUOF!d9YU3aGuamBDx&{ws8P<4G~F?9*L$ ztMf zZ5m-<*hm>N!B0=CwppJ|U+>*jWt&;p?UXflad-5s%$TZF;ht09OTT8_%RgAHk5U@yJAgqAQI>|SAHZ*Tr1g9O)r%`Iw6uG4RY17=Xv?N5cezRq=eKAd=KQb0sNM(wKjdxUqB5XG`g?6|> zgTpF=I}sTxThT4rB~O@{SPftk24C-8vVcM;u*N5}W;IhQ{j(@Kdn{VgZlMn^`sr-sNUC*au3%a`V%@**)ayf)^`i4J%B6woMnmJ2``-zyM&M6^?MW?h z=zc1tcl|lBFvDf5?AgQY_e!$;qw6Aw{VWftIM{^%j-pJ52JWeJ1<37; z8ytqJTrDyj*){&4#y=z_!!NR_sv|btfVOE>ck_wnQR3p_QYof>qI}rAL%>QY;FM(j z>>gQ(&+~X*{y^NUO363=*)`$^?{rhzD&S5XFx55sd0wr8>SfTk!^U{rmh>vO%I$Oi zn8)lOg6$P&IoTvl`x||0>OV^O2f&HwO6X+rM|4|ln@cm((#Fs1HRnt%9yZB*JQ~e{=wP167&-5rA5}lElhCYvPQsX8UA7N5hPh)lay9E&LNw!Obr;XJ7WKj(n|cjlfS3^e z@y;RmF8iAkD)?)>hzeeiR*#q!C6)FFTK+taSI)TDVWilm*qhWk01Gjrj;QGcap&yJ zJW|HQ@dlMo`YQ4Ad-hS{GnlHh8b|_-iH_#cEzp{XaCWCr+%^MfR(@WDSv@xhTe>66 z(5fbM%ufVsDAUH&+ucF5a$x&pNHKm0@0K*?D^++vDdcX--iw1D;O^Xay#h4>=9}@F z6wqUN?-m;rhDD(jg2Gx?R|&~1eBArPkS zhT$SRvF9?>exI3_-@=)bixZP(AcsYkZ0}${K7!l5kqQ7sL%yAR#7gt>U{ednsLoQn z0yoxy%z;i;{L$|EM-uJCh*)&Uz5(C~} zC{wOrOeFIkbW>^;=Sm8B@}lNw9#4H!!xb|IiV2a5lIe|aEecKWt`&{9SCV?-cWJ?8 zA!@fpLG1T9Q1ODMg+1|kze>V`3nh`(wYtn-Xw*!B(vUx6X3@ZmFc+(z0H;p+4{K$N zfVQD#$*bIPIZl)ytzQQ{xa2ll69jLUK8rigP7E+Zq3@hX@2A!9`B< z2pteIPG8LAud_-spO+uFuSZzsLM}8qUrwSFvVDh`2Y9}FdyC-7kuXc52xIJqDu$td zX35$>5uW16lt5y2ZTu-(yE*a2lbi-e0akr0n z__|V>PkVp3!t0seNf zh=>;N^TYgQ+kxJA4Y%$@o&73$AVEo-k0=GAHnlK$D4??eX){oR&>H-cD}5ZfM+ZfU z^WtJq=pU$=NY5|iU?N_>>dbJShe!K69DGuo{gLWCy9{l&JELT3{;No@$80&@ zljvRoBa{-mRcJ?ZmIK(-#u2Qpk2Wo+QaF6mL5C>ehq{`hmZA;=h;6R>ABxJta#K`E zxzQ{sJT+Zt^eyR^PWU}l&0_Zp zF7xY&*RzQsC`OYn6BLOG7lL+H)e=k$evzi@jZ2S3$o%(|@qFh~AlKFfJuB%i=fp4{ zX2?`MXq#W!VM-s)e~HLqa2ZlD{X`RlvKRW8a6SIhl-Xd_qgwqjxMKolhA%M`0!2+p zFDS|asag9W`%sO}es-B(IZ*+fKLG&}Djh&>mH6T7QvQ;@>tl9>kfn zx|*}jmglnDiL4S&>+$jzLH7$Y?dPdHOhs>q9L?&F1Zc@Xr#JDXuw2d2f*}qE5#IRR zqSY(MGKq!;IO2Skg6nmvOr`eqy1>-KHcb`~7D_Jn-w`?@`l1~LB?)4Q0b zv5TwS)<Lr&!;1GPc zfJqq-g=+eE0U#Q7hWEyjCFVfPVnZ@RZjC>HGgdHHDLk#|>gi@RGS{T^R^}BoUiVud z-+rjDUY4EU$t{(gCAvo*2YOd2G~kaL!e)OF?wP5)2*G*rgA?t}p0Kc+dY*m<;^s6_ z^xr7JzU&SG&@k|%zs%eShXVdUgDy-}$3yw$6F*voi5*^4WYkAgU{LLroNsLCtu<#T z;Pr16A%IbyMj8IFpUM%!{dcDC#{DLV_0?W$hFh6Ibmtt~albz8e)?NH55=th!&Z0R zGQ#6xsyPSbqR*pZ|KduAy~XFpwqFV2TcGy71F>^M@1z;FkoM@tC4QE>pp( z;00Vb>9rs7SWUo(Xby*4KNe z#V{w@5WDfMm50+wPgIQf^gF8yzUV=pf^VhOkSQ`&D~vsFo8FKdYSFwW(70RcM9vhI z)as*QHEHLW2r)G}s8>P-lEE`t+nVpO&iT4Rz%szpi4l-+Z##VzR#piJ?koTvi-vw~ zljHPnGI_N|Tm%Yo_2YQ&h6YF%mIcBgsr~WTo|2u4-86QPW+$pH*5D9h#zs zj)MX3L$|mx!YFf-WzzY)u_pQ=V%uqxrBe#=G;5{H@@_6X<>o9gfex)Ge77$POAOM5 zAx{*oL3lC5-8KmUUcq zVent!#ICYOkT&BRki?-Fb8=IbPrlAnXwKimEI*OHi?)xxOiYOJ+X6UJj)|M^Mzmxt zkT$hZuLV$!9aGgLf$YQ`RA@ zk&YSjI8*~WC738fv;t9CZ(I@Z2r*sRFFSgXtIk4Pyz;sMuozE_JbHmg+ZOS&Q;ax+ zN>C^IEzLQ4NPTP&fO<4v zXdpW77v4px$tcl9BBK)iW3;2))Nh8w>T|6R`~ag6#u3U0OILQtO{#me2a)#f&s(%G zhmypfpPBOD!+E)yc)oCM8R$`l!}}f>NP~@DTgZ{`oXJ*AhnsIOez0z1VU&Jsq{jlP z`Jg$Qmu0`a`Z?mA{|FVke+Ym04gI}X(+unq#-Biu_tXHWp{YxFVKw|K&4e+1h=%cQ zmumqK9#(2dyAU{r0z{-Syyd)!Vo^1el!-zCs1JQ{>Q|C-j+(pb7Ach$BWxM%oxoiqXbWfm0yP&?)^22z}Hw9q&s|o3aSd8>MZrQl~U|Rk8%JK4NA=R;_rf(K)0X|q_PP1z9g*v zqEp4eqDi#isHU8I8A&FRaYK!=LiHme!eHF)H&4606WwnyF-1U&0PW;ie*Llb3Wrrb zcdXiS%Ukv&I+%Kq-p-?VGVt1$Se~E3EjD7~e!VDFIJw#izfz=SxJcq;VcOPWyN77O zU;Q{+(Ivi)$H{{ObBw0mMtU0E-fE4L>3U^$7O~oF5gN`_UPYJ&n{(hga%>-DN&W)S zZQaJmVXqvZN|LRFpY$n_1jC8{0)n(n2f5VTgbb z#M5)9D>1Ubd=FPERc`w!z$yxCGX;Jj| zme3qng%FI^32@saeS(2>@EC%snY95b$N%b)JS8uA1r9n^JD*_S9r6x8%QSk{y!XHXj1p2OYIP3F|YzA}6# zK5i=tDqVE6urm76%J-==g~N7_$zPP)>45h&5us2L6$c|J$g>br^_>ex=$mCpv($g- z`0&Ur3`URdI5;nY&+3QHZdDXzna}MNG2X6>{nU7>YOtLQD79uA_lp>R-F+$DJS>6^ zAIq4``I3d8SP>%vpJE_os7am>*`Ea$$ypPN+{`3}6OEC`@ZFbcKB8EbrQi0x7&5~; zcIk6la~~<@CJKQt8@6fvd3-W11`z4C$LAcql+1k;6MCOrA6hIgC7#Z_!>Gl%|Hd(| zQl&omu4T8hTR`U~!a<>aV}d;4i3oS!bI2GwQ%VHX^AITl0>!6xSnjmydaD1h!EX+Y zrQ2?{m}#2-6S<`A6;M9gW&f#Z4TdlgzoafO6iLlFpLoIxJU#~Z9-;s-Pzsqdfl64w za!d?6>MkOkhhvK&6;xm)S+toJ3o)XqD9hc}s8<9gpMwqgxJaYR<}iEWFy;5>ONPfh z>v2C9LUvxEa95H};NJzTVW3rGb!{bM%fnobV)amYX{Y}1M+zNfc@|E$vvped7H+rh z*Aj#Nh@bG-z^%+|=>KBvEu-REnubx_-66OW90qrShe3k}4=_N`;2zu|5C|FEB|w4& zcXtMNm*5HRd_>InQ&yyY70|yYBwOuv>O@b#+yBbycncUy1UR-XG_Nf{PPh0alzrXxv_Unl z_>bXuu-F6lo5`PhIjHsA)p{+y`62Z8+%IhswF!ZOBWXP?(5=NPK~*GvO(>|+bR+b{ z@CWNrnBRrkQcgq(v)Ww12&1PgK26_~4iKKxe*q1-u(Nny%}`>&TQ!PNV?}h9ddvCC zOivbqz`&3^a?q?}3fb*!tzm&6Ai0v}$-Q5|eOV#4hYws$sMwLEoAOB^q<4vM(>D38 zQ%G@~>HMzxV99&b5+C@3npvKheHL#Dzx?dS!WS9Wt}n9(IT7WeIstRhMu<=QyzANP=>-QxbUPV9 zdpnyzSUfpjsMGNonud|tZig0eH=0WdsQ&C^FejvmVkr3wWs~D%EnRas2xXKaE){R< zz2wj3p7Gz)69h_l*SWde;lICc=!LwVQg7?&`yl)e|+Zs#BPS3^G1%Rr3{0;Nr>qIPczO@pjivKv5f!93=CqH&(+#6R9Sbr7W* z0_NUrW27TyGVEOGY~=Ji82Mz2miKz%`UOIzeRW)dVf2DU;P>x0VLCJH;5UrGRORZT z?--iz9;{ttAa7DR9Tt$LJ80lrDNnlW63Y*liUrs|!-`+nThSc>tH3}b-LSTPfwg8#bS(;BQqHh+#dpM=EFw37ms(y zakl(cy*ZM6dX=d9(TZK<>gS6yN;Q$YA4v>MsqY0=yfhu~AkKFYOp{=4(j($~B{Iz= zkp#7zNfy2N{DU+(Uz5QzwD~VljIL)?5sWBJ*P#gr49OafB}dEo#C2(qLa4>9j`JT* zmxv!3!G`~5s~!u(jgIJ>g2D`fl+~^f#eh#PYnjq~a^@AwRikFTrnhK&9!Nx*U4r*_474=UY6d~NGCnoq9<|bvD1tQ>VIm0`=sTPl5 zjC4ziV0@Fy$zpms$?2b+uj#f>BMu3M8C!pW1s7Fj)*B=|zQ+#vU=+XU*ELPst=W>0lOei^a^6MJMJQ zFIF7-D3tw?utZD_QAFQu#e398c&yAFTP9c=4@i>sMnx@&ktr=)wjqJuR-Lq|Ln;)$ z{aU-}_;xrmC|L@%R`(+(-Su>i`oT#Oi<74F$C|Q18?DLb9Bh8m72dN{iygO zxe7*1&daa%n{4X6bdLs0BH$_$qiWHMtI?VQqe4L>%+H(i^*`3NnpS>HLD!asJXGcA z==!2jr0pRuqKLl_ZWCnNF`M3VgU9gcw{c&7}If3>* zP*FV~{QSoYCw5x87Qa4WAFEVZd^PG9up++TsE!=Rq;(!bS^RYow4SMC$Xrv7;t0p6 z1QHe%?cnCr`M&kr*8o$^n!?W7GreL|JtqIw;j^}R#*oLu{Zqe`jIj1 zH-ylwvpoB!j1%J^tn_7DGQXaD^U=5-D2MdV6gvUzowHH?j5cV`j5sYI(i!2v}wQTT?py9(}l8sLTUDv^c=bE1xa~XWhE@Se=koeD;B) z@KAfIRVj3jE31K`SQ_YXHB_}vpT*^7W08gw!~9w?;j0OJmuYnZs3S>z9yK|^1ziGH zLUM!}zn@+I71Z9@l>CwX3UiUuIax-8$GrQt{B(WK!jQYbeZ~9JiI`x?tMT?Wlfros zmOiwlgb%8n&vdYT!(IZN+3hg(lK8rpE=wV_4HIDRVJp$B6uya*!3Q=aE_pxtE@lLK5n51@f3!ymM9@O1MwI2&R|KpD*usmw=2(9nSr6am=^eyHU?eN~A3Z%O)NafQV)AHjbFrUtp#;$R^f9j{%JsILMe3ro!i|1fjO|Clyvo zHc0qDCeR@?5AnBHP1)Btc5SdEoo}(e%KVYq0f~OZtC~yj@ zOPcsxR$RZ~9au`J)$_~NKUaY;%xeJZ4`UZ{4KYEXx?HKMEQe1%viE@s&?mlOw8KENd~orG*= z#sl)-$dl7V7?3UEe#M2TBokQj&a%4%N&5*^4z8ZPA^`5~ON29ep$fLCHA34&>vl= zdEQW?I_{HE-6qv;zLa_}fC4E^U=L%96Sl%^lP7sQlU&%*sZ>%J$C4L%_F^FBN5~pJ z*kdSIemhHt%pNgUEXHI730@bJ$JEEGsuYMNap4Ma&;_3DFLEX)xXH$>2Rxjbvs~++ zjK3Gb$P0{9A>w&=JM#R_M*Z>L8fxq;&~m^x%xP(vgxbZ@!lhrk4)49zW9$mFEx$Fj zlPi7x(jsQnExsgpk2eJJBf4s2s5gL;BrvbUmDzH%Gj{GZS{M_U3^CS-1nda`)-JzB z$*dxKZZS#KAHV(5FEmXGPqZjDPH-g`*&Oag21oq+1osD3W-=4@BvxXT-@wqM9-YpHoPMQBl=T zzA3%WOAx?7WAA60S~6|hAcGoT$TrM+-pVPlG^b+~W6-|Q?H5|FqYl~ga=oOI!MF2& zlto9s$FCB6E-V$)jLxd?J;n=N$V5;tf|30wM+n*Pw;|sA4+#ik2_k3HZL&n6BR*1h zyZ}G#reBTHn0%P%WPK|i%^AfODTFrn96>XMy^vokRO#-OX=e}S^}?;QTLurVEq#uV zuwV7F%7NzQ(oD8UZ9v_KYTCv?T(fgEZYjYD`V zKMqfg+2w{73umF1lir(8#@cZqgp|?UCQ;ppcZ0DPH{GWAOPSL+kyY{_Q$b>DI>qjp z0z)9U6VzM&fnzE|y#f%LD1^S9JviyUa=o^bK^@lB*w@h=H4e5IM`EzHuiIt9XwHMD zv3Qwe?BubTVQR9WCNL9gdC(YF>CVMUzhmYLr{QQcaI1ayebZ=i#vf|p)4^Oute5y;u|)>sd|`xi7Jc0`ajH_>8dbgf=DGa<5q(I2Wygj83m z-95fWwlEFz>M+031}wX3r+Hr_=@=8XYE(%6qwu;Y|5+zs^2(IN4{$xoR_t5hkz|L;! z#mEj=IZpKAhlBukab?y&Qzp##$0%ALp5d|AKOcbpS%(>RA}!2DnDI~*a9vyWPz620 z0#EqOMnexHw|fiA>faoA4tshSv$?=DNWFWIwJ2)u$;~YO(1b=8T?r&O9yKPaM{6AWC=Z{MenYj z?X7qp>+v>T?p{N~9$qTJL%mWUpTT2s)xSPu;WGpUv}XrV*TLg1J{mQ}S1@{bi+MMBjnr7VBMMw$`&NkkDOHE>+oO#Oe$1kzS zs5o1(&S-IyjfO-uI^&e~Pf1E(;ETj4H$Rb5=L?)@n(Y?Q{j(oo(HxPzUW;Pa=?Wa|5X~nECLX!W_+;KXim|!cyh_J_?@jpGAR-ph~@C(HK)BZ z5gs{b&$-!?dn$qaZ)Z)d5*mOI$&JN`N}zdHsgT1{(O>(^zRgiQTq=8V`|Pu=p}a9$i0)Yws@z&mn;C@IufIM{LWyEXh6BUv-YzIl`= zg?nF)N<)=+^?s*(j>1LH$TGH=Dr};xi|r|~RX7Pik>PT~(L-2X&}xalReOI}_}=LF zVoB<3Q*)~rQIoE~O&M6cz_{J|G$~ED>PYl+wT2i9T$o3U(4Vw(|7Hqf`CmjL z{D)Kg|F`@6zi|wb`u~gQ1@?cz{GYat|6c@fC_odRJz*94{2OlZmrL~Tm;Z0y&T};Y z@l5f2eYuaj(_+}WbNP2n3yeqBq44^mL7b;yfqsv&vOPL*pz%AUx%iV~ISh>d#gPf0 zJqcRp4<3_1P+R&3&A3e`1|Cvn6K&Ym$Do>Sz#EHY?tTH=5K2NuzY-e6QGgFZ zlfO0$d-i?OG?YF2c8n(+es>22n1bv?sK6&}+#_A0GV%q5I|bBNU!k_4xm(RySu=Ix zX`MVhKA%zwvNy}VD%8%Oo5p4LZ~U_M^Jm|8_WHuT#b5Z(@Ig|_*Js*;4MWFY<9Z8y zLl_OIz7K3(cSn%_)eB63s;8fjLz&`C7)1!9HkVPheQaDnMPLB98Y*=pJTE~N6iE)Jm)4Gr|Xb|A2 zgiuLOI-c+qP>BL72ezW=DS8XiI7sE?O6#is=j%|e4Hs>8nKls0sF?duxB>Yoy5j;nuW5C{D4S__7TKK)%K01xj!;+XzPfb}Hw{*7FLrX%~y+xdyW zW&RMm+JCLdKRy0W08skRCG&5O)PVm6pp`5=MO;vPX;Dm}r)MJ#2j&JKvLb3-qoX~u zPX2c)!)!&F9!9GhotI3JUnnz;gqMsQUEdM!oFcSkGKEUCqOZM4o4DXi2mAUyGKyD_LVEnquM&@U@(?r6ltE-mCk)+V2iuuQF{HEi)-crCQLWs zI0<)B>&@Lul&h|6Z?qkiIcyTO5)PTZ)4^NkT0Il`HTSA@7+;C?30GZ+TO#Db5% z7AWD7GcEo0=$0z(;-b*=DZMB(k_12lI=O5~^~9kRyj^!?CT$i^+CG0%aoVY~^6>C! z(f3Ytm<}NT4-Fj7;*_xMn_SQ5FIx3UwXEva1MDC^5W&&m*u2#8C^$?9nMu!J+l4 zVAx2O6F3+>+Pv*>hs%dT9q&BWwSwi~cdO|SuKn&#$zBF-HG6lsI`>Y*;G*DqBzNee z_E_GA(_7}l#pF2`+j;(>;Nl85Zkngo6Ou&Z7zzR5e7Cx7Q}n~GMhU*hafeogx~J(}vQ z1PqjYscpp|>jzB!UNQ(kZS^r3&Fo3OqvSaLx6W%l;0Cq2?`F9VlW&;xb#zs8B2@X` zmTN_5+09MQEqU*qqJ!h^?`!rADZL$r8^mt0&(lS7)6Ye{R&(xoGSAY+qK-ta`fq?! zzqBbbh+xo|u1lg=o2gdnz{b3)%R` zyAt)bqvFk8U>)>;DLO3ZwCUkhGX6qo*z0Mac>KC@##=r-t^IbKQ9Y(X^01+?%<$5^ zgf@nziiXZH5YakiSVFb6=)>gDbGj0epZJDgwM8K3(w3n1Hf zB>vc^`}peB6v)5Xu;kh`&DyV2ff|%>e#6qVm35))5iVb*tcu6)dCppsdse8=_t0t& zveAn877EoY2TgC*H2n|v+>^RGbgDL%Y?wH+`_uD3l!jKkTzsvr8b!9eNAHwPcu6vT z7x0^ItZ6|SN>YjPqb=CC7{<@svya44Lv~u4oUe3^Jt!Nwc*x`szOJ-9Q+n%hW?&bI znckS^m)MkkEaq9^x3TSEh56-*u=}21fh@Ht4q3{4-lmKKc|+`cv#_=9hi|0o0A=?X zBW8h(An$RP@%@?iU<!;G|y7A66j#r43oCB2nV!r1W4z@by z7Pt8|Mye_SU;QqwvHdI?xqT&~8?C-x8|IXss+pBs`)U+;4r05WZypLc+ljvQ6}&8| zwEWT%aMB{xpu3e>n>RnW+)`4xmD}} z$eoxRS-j@h32V)8uvnk1nvvK!ua5>UpG>EO!dG3I`S@9Pg;YTHHRlV%3(2vG4IBM5 zCCt72mW~p)`QT0X!h;wqHsA|i+n!@#5mEx`Z?8W4frA+BZbf`WD|$Isn71`N#<~Qe zdlt*6kP%&e(lFpmRI^(9)hW<}67FyMmz}AhQb1Di$I-LCI>y)nyt9lA&52`b5Rc#K zh-f;m1WVB0u?3Q2!C8v9fsAgCyHPK7%0r5chv`_shn=Z1oO=;kTdNTB`r6IdXdnpk z`CID_A0)4|rFdzpiqnWyJ7>!6><-E&cnMlOZf$2zCnhp?w>?~Kf}IbuB({b^I6JZQ zQJLKZ-?^A6c@i(NZ@wpmu;0o`SYQ)>Hga;lS?($$r3giLrB#~E^PGcW_SS<&-E0dh zZ4(jzoI;BC3_F+iHn2pBG#64|8SJ6&?_FW~8eh?r{N$ayLq`O5;9Zp`@)cgrMRoF4 zz4MZ7t^NdYQfr%Zco>dZAeL*vnkc`T;zRWWXL919fZsIup;-&P!3GDfG29m_4~x27 zcYl@BqSe=88onfg2^i1!!}j0dXmE>eomdJUS>7C(Rd5^Ynw-@}H(nyM$BqL3fF6kS z#&28wmfZ^YQi+vlU}j>x6?sAC8P(b(BX+W!7o>W6Dhnr-s5~=@r;qg#9gJ{8JebZeF$A!(0xnk-SR3)f3>ZOEPl5Fk|JI3%a zJXFhNR$rOPd+d!mSyOT8T#44R#ZHYb&DgLg7mwu$fL`-)hU#f0tl9++5>WKArewGy zh*AF=-g8;$3{*_GROz?VTuuK*rDInGDtB zC{Xn-UYx!A*-|gh*RM=1-U3pI9(Ypkm?HE?{tkRX0HS~iXh1m(t~)OcJ(fr(0+fvQ z){i!*9+yB^Y{R%&@9E!eJe$F{y`w@DzUwdqm*nFF%Xxl4w zY#lRfw=AVOS>U+^!|VWM2nNpEW77?mgTw%cz{l_UkRZkf#+##&AP;}fUl%jqg1lx= z1L5>}GP6)Ck%7sM_iWi)PZ56sU6?zixrK5ygTz>3wsQkp=wLQ-pX-D5Z_k$h1F5Ax zV{a_oRQwybR8=2~RaN~9j2mu{I-(iZ>-r-!t@u7f9PL8PfmUZuTEjWbBpH6wUw%T_ zxUjdA?r8Cp=h;ppD)`4iQ=#i6Cf5)=^?jD&@oKzVA8CKASDJuUFS^eg4Df7rdB&n- z1YF=eFv(8Gq4iS}3m3?F2aQP5gm;OXdgfVR@Rb>GEWgA0`=#yp90-XWV@o^ zzBG1jahDzLi%r>nsOUFT7|UxYZ{OMut)-nOjeDQwTLWP7Ebz4Qf38Q8+ z8NOJhecWQ6p+*=~g_Ka?e6u#Og$1t51ikl8b;0)i&0L6)fkR@0rc__2aaG^toZGJ} zcJLwr*H!Ga3c(T2Gj{WSW<|6{xX7WqAF)O&j3KZ-13<-!BXmh^u=KrrLNQ@pPgU!? zsmz~iH%f#(F0C=Q!ZPZRXy6f)=)>a9>le>nWvp>-aQ_{)_oVVxvPmUgiD%R~n00RJ z$9VR|7Kmlbv@&bc+OqO{3P2pgkzbYj@RDAd{m3_DZdmL2`o$b2gmUE9Lgk_qKE)|i z!)t;+eF0UQ<9UezvA1Y8CmYQ5er0`4Mj?sG$w!=%~*IG(P?3xf^f+wes6;9a^VX{OQ z8zlC>8uF2dhS@g3#OR=1F6xo>V}Y;Kvpr494w0K{jyFG>QM>?W{x-T$J3TE@ zj8MF#jB<0wR>kgZ{o~hq%~LODp}IWVaerp>gJL@Ia=pzUKOxeK9ggmMp7HA1&aJ(y zU;8T19ReOzTyJo)1PD)M)2hts;5-1jqE>-HR-^g9MWd$_zK*eyep>xc3;O|?nzTI* zJ3gJI8w*2=q{dXf`LYh^nByjHLq4($6)(49L1&vy|Fl;MpDHysQrM}GG9S8cSmwt6 zLup!ZfCGEidd6+k5T~)c;_4T@rr*^F@Ibh(h?Spv;pngNn znH*5@tJqqVLAS9P0<>76epPC&aGLvD8_$b=B10+Sl6O)J1-}wlS5!j1?SPso!RcWm zhR)eHJms+~S7&Ed;EpaPTBV{cRx0nea=sL^eKu zazI4y%+__PvHi05StsY?h_7{7_KPtDR0Lqz+Tsh*DZwK*!eC-=fr4nYLe6Wh>3G3kA>X9r524fz1s5`-#! z6i?jkN$JA@kh)}(@9n9t`FP!^dW~XFYl)_K?*g~WW9~CuLd3*gM98DDza3v{o?i(m z2s(S-H%I{xf-(>Zb79Le%#VNRd*%$>n9e$O#c@=(kWgUuOJO(j8^4~ch+-a$+}#T3 zcJB4HRq6FcR>bapXX?7>@N}r*d{`E$wkRl}c`J+bieiCpg*TlTP?73R<(b&o^4DCU(&j+;`tL zPNukt_n<+{QbPigIrVeUlb-41^5q9LGvrv8FYvTSeY4ZEo4(4togxb~E#8(vI?Er@ zv|J}SH+YlMfae*G%U^X3XSjs92_GgY4rN85q6g$|;BEdcRdumf&7hTT7#*qY`C67D zdAH`l3smeFF-}qZI=QjV#4G#mbawA0yZfuHRJNKgx4Ev3d0(6$r5I4fmr&zO-2$rO zS6V%0tC>-x%e$KV5`bJ7vU_?PwcG$_OTH=)_f&=3j+6l;jGK7fDTnK2D}wh6+meH{ zQyctl%Xz=%ti+|0Og?^nDeAZ-^A&5fj2JSQf4vL`qeeNoyQUjjUp%(#SsnkR=vM|Y za_sIsLy3W%AoylOPjE@{B&MMcRLh6*K#Ghi!wpjXa4Bo-6*JpkKNauGEo16RSL)_M zxL0Owp$xIilU$-q3F>&+gS+HV>9f9;qgG@-0SihXgt81OOc-4`vbOS-xl)?L^VAYU zT@?1Uid^fs{X2%qJJQw&GO)hEJa*AUrZ8#L^N8f2gqmUR%YCa0t?TN-2X}%~rBg9j zn5-d?W##lmkp8v(k2{MHU=pW#sJRf-f$~X*Lm<@R+smA*Z2r~Ex1W3tooJcg@Ixm$ zaEjHTj(Io;s>oJD?S5@GSy`y3QNK%-;Gm4r2!j~9r1ha2MyP1{{rZWu1*}0W(~^VG zl8<sFM1JNzGf|G%z!`M1OW!T0;TxWRA# zh6ToPwTtV|m=ON$r!S4<&p-nH<3g9u_?>^yfn)M#Ow{kp{%s5Q??B$DVEnXk1H&lScCw+;15}|3JY-{RjSUpP^}4 z{~lRez@HjzmS+Fn^8){;225%M&7YE^5+oB3(rRXAoKj|DTm)%# zQ-W}UB`E|$*Rx&3f_x9n85k>2qb{(Kg`n9|8XE#L6sd21-`@YREMs6aw@kdXwTFXZD{e)6 z*+B7j=lHVPQG7IJQ9^u@>^yJ5YUQnTYIvZaA0fl6^cd~BqWbed;$N$ZO1A2_1Trki zpc)SX+`Fc0*$=doWoVJega+7h*corXfNBo&#V&&QYcIy$TI0_<{l4!>8fERJkGAEw7BIbj}q{!?@Vu?XiS}KG$cMA>{`dn zuh`%#b0y#2Ix1f#9vw9ljFUq#Vyvz^UVXpa88*2zQ^$L>97G%$0qif$_$u0oL&Sjn zoxjJ2TiQcrl+>IAE;4)OgSoux4{XZx9cLjJ-TqRO=vTFFzzG8BJPj7HrMwPkD$tPJ zjAg556};R+urMHGcp)+QJv#KLDCuxze$AV$vpL@HcJOVPA6lz@fr4ZdR8d!rLtM&N z@yUW68I+~2Ns&I3`7NZfrrNBG#?|kuGem#=?9UyAzwbZpU${J8Wy#6#N5UFU0b;wH z9~cG16B&t#^mAc!aw#*ja?=`u#vd&tQDALrKB{={`1PDrrt)buuI-)MGbhT^JdS2d zIZnEjG>a|>0P&{>D%s*n0+TPaF^2Qyxhk7x=V+D`t-C4I*%c9~s!PxX=wu1e5T$E< z&-{P`Oyu`<%hObsqOSNb{T37vF9Dpaf%xc2^uZ~g(>-sYhWqXNaXQTj%~fVQlIOtH zT~vbZm3ba1EmT)Li9VOpDTaC4u7tv6GpUm7*p!}o-M=Q7Wg!- zT(lKDtXsU?!jF!i3SrETHti#5@M$WVxIbo6&D3bIU}7{QXviH4#=#>}I6(f2F1~2q z+WXqrY1_f8i5_4!Y{mUJ`doxaD*C8U@^ttHNwOxAhi zjvlqaD8lI{?7v7&;W?K2Xa$UgXpJ3vj+ zUEGFiZY5K?YZISF(JW~I?bWI}B#*q5S5E2l@O$q=UJ_AQzwLX&qhVCxWnqHI8o|va z@>RkIM}q|F{Uz`TzZ*#@uf>3~PR}sbXJ+;zS9;-SrqHOF6S`d-<#XFL02V)iQ-T~`TxTPL%vkXW<|o|YUllY1FJC=nD^&wg6{dB3p^ z6DwuLb$p1DS&w+!z(I|^`-!=Q^)P+RVcB2Fdd z#x63iTbsNI9yrCD*hT2=WA=??;u=-wK<#96BbMr%KFG|d!>)W8E+XRO@OCU-9Td3m z0iA37vLRC%KY<>{FZo_K{|*+)K`jJd6H`D#V4bwc)8hHUYQ0+!THS~(jUqvtrzO**I**XU#DDW4Dz zCCP-cE@t`ceu;~bGpoig&o}%7BghEorNgOFP*J(DOhOd6fTZ2j2(le-VEKB~Kz0=f zAG7l(&5)Jek4qzGu~X;6@wmMK*|B^Kgbk7$M>#PGuF{NT#f zH9TOCx|XBjTT%Fj+81_0KYtXLypgG{7}XmWdSS)cuz4Y)1N<=Cj0fB9P@QQ6XnM{lg==(DkH)o)UBa9 z`xX{pM82+k+fOJjX|pN%c+q3M6^5@WWZi@L@yd#AfGsOFyai)>n~uYfb$nEObq8s* zIvAt2J1jdpZtZjW-Ath*yoF~v4LH8*XTJZ%3BHOK!<2N5!S!n4(dC3uPoYz&jniR4 zQB!!Ar|%YZ?g{?*%N4m>@yAboTc3YfFbW+qS3Lf*F6w1Cu z+T8xk@%#W=_4eLs43O7%z)4ALo?c~}?O4>tWo2*OLZmE$?Yr5z@FtKL*&i-B;EZ4g zEUvp+7Yf(3Y0=BuuA)JkcDRuHx+=vWh5guE1vMK7`KHLUtf#y0*i6HM(0teUMOo## z#E$3a5~qcAt10Px=Jz%cEL?{C)Qel;pRB zm;o*^DZ}R|Nc>~EjCtc~zaX85%lw#Tcy{uITT?+h%xzqLxF$sc-h+}&GF@h$y4=;( zJ?Exab6=C)W*dC>t+-koNB-Gnx~gjQFz$Q%jLDOj)3vmwb^-ytSbO~_=uzzy7;v^} zk~(xCbv@UjcO9W3(k$z`%nVfjo##j-gceLrkp*-A^-*m3VFX>21;w^l$F?<-)R6$C zaL%v!;%5KqoigAkprJW8f;kW<|5)7@ABDbQwgiNfk`7 z;{rWeZu2DpiUbC*^JOAPd9U}8MK^J=^G(X8W=GFt65AKp_biSZ$w_dTx(K+v>?)H^ zWfF^soHl46dA_)*ZNSTxwKD-v3uqjBBP_mmed5Z)i<4v77={%{dpMcPP8BZkG{&S= znE+l5>z&M5=>`74*iTIZyWP=dryF=3qxQf$ff>pJoS9x6?4djlqiE`E6D0fQL;jIV z#(dWAxR^N7c*%hq zR+5DkBf&&9W6ux2snMWR1e<{>-)<}IOFL?=k>F(8CX^~3uAKc2FEj2aCVciG*q4VI zELi&EZms`Q>!U9g&a*&-52?!TZ-T2&LGW1?z2_T^^Xw@`V;w8^8;uK@ky~Rf+t8#n zIza?pT+-f#*FMBkw`rLj-77aU4m7i;`##*$LcK(2BG^PxL~P03A0&+Z=bs(VIno!_ z)fMz2#y$#&|gBkCAxnksp*DsJY})2^ z^c7lyxATTk@kVLY;{)?_$(~?x#!T~rgRW;S5FmAu2Y368fuxU6vUZn^ov?*&rHrx4m!Y(30<|6sGCM28s1XGlVfq<_ggL zvQdfC0Pnlr-1r*xFXs4Y&!|tI>rp@Ous5C%Hfw9fJ1xX7XJF{M+2g)e?7dK;lcZDd z#;mE{o#HA_)+npH&B9eYp)8lLXo|?~RL;McQiO*HFIaDMiL`PW?Tj1$PVlv6!p)6E z2YG|x@(Z}PcWH={d&s05aBuVq@?B^kI)X9HMUz|e`2~`%3jS-th5loo9g*8**ZUZO zYV>7SNXTw&$|2%K(24K}ZPEPP{qilSh`4E=;$aRS=-jQXsf^ilgz5j~O{V?*w?P~F zBv=UjrJI|J+*iY_BuyE7*ZqSvct|jD%sbB_o9p#qpxofkA0*?J@Tv;xrs{_ps`n zT-dd~*MsOdz~pD4KRCSUYW*tkfPuJ%h)#m#E!%q+R6G(Fq%dVUCY>G&h&z{Y8nDkb ziB`W9k}gl5p|C+;U+ow;*k$6!Qr+*wS;8qWr~POxD*4339Pd%YkXb!Msyyk0tgI;pRk?NyAp} zkzA&o8zLib+UPWTte%{4oD&GHE<7jR=yyls zv})w2exK-xaQ8EAQsK_}onEd3*366mLXVWACVae6(daH4jxAvt50a<}C^u0C(2%{m zCA@YmFc~PVtcO)p?%@{V^g8ZF(o<}e)x=4~Bsg;}U-EuNE)pjSp(pb8E{ofFA1HX6 z3?(>Zw6FTX6cD(wG+OW~_gID{=_~vn;)53sII$sO7%hlTIs+1z5}(2KczvikF4PPX zw&~E`JcQ2Ce8*E@@piP1Yw!C>a@B)ui%E@?c%;6rd;+Z-d}C1KWp-Rhh`A3)z*?pCsF zTAlDzTMmBvseZWgMqXsbGBvgqyD_jAZ`cexieA|Nq#^H9@Q&z9PTWmr!beBw38ieX z&OzO#9cFiVRvO*(k^?0SudzU+cu4nK5$i@N38Nzh)zJ=@M==M93Yj~LD8U^pq^mE) zjf+iDVF}|MdZ)tWdOyeWvy?C`xfgBtInF;a#n-|kD@KIAtIcwAspvH>^epBF!>AmL zEvQ+1w)C*s*img;Oifwu`G|tO*n*1Ltw<}T%e8$C%K#_dMPc0dg0*tnv#t7TW#1O6 zdKV#P-mgt7(WK9IS3is5z{Og`bQ|GKw_?QEL@&DL8?|V(x*#Q5!R4tA_4({LZqJA) z8ivRa`7H2?d^IL5~H64qM~vtz6^`m9L?JwW!6T*%Fbb9gBy zj(N&4KMP1fjKVeKA)0CX7Sv!X?Uvs|(szjJ<}9@pckX8ZHi#d-&=^QjN6kiN>80%G zG+0|`e9IXL841SW(VJ3Q^c@p+jQ&aZW{50PL!yU^|2$b{cqHSKm`QkK`d+oudU~3` zGz-RGxful|m7{6F2M*|_aeMvLjjXxodCFqEqC$+|Z@spyBby&&d2`B>buQP>89o^{ z9LKzwb74yMh*B$B+FY~-Cv`_K7MpRd+#FCYrPUFt;sc{C1{e`m$t5ZDKie!r1lZ3^#*@B}qCjkIen7BkWprWzRb zg$8Q8jOWL`b|j#;mv)GZZ2*W&4?N;BYc~rBLcYOdesmJ0AMQaVJ&bJJsg}73T8-uk z5NdA5ek^b(LcKb78pQ=pf*v9053`8@v+v6+$GR`Ib=lk^ePCcmZSt~rA{eU`zOmLh zWqpc`U|h6KukPrBH$SK|S8`FufOm_CS8JVmJ_@CFv(k59b^2r+Hy@jBbs?o|oNEKk3x)<8J%KRQ=79jr}aK|!s5BZ$Bg5*yG z$@|6&(#LjXM!@O#bu^KAAH9?AlkB1JK=hH?(#^mMNQA{(jsL@&>D>p0(5)A(s-K<{ z&b12;GoxVpPnuJTwW8R-tmePO1rm{khB`-dga#lk-~(}#&P5LFRLIicAoRq@D(?}> zRUJBi@Rpg3tCf!p97lV`cS$4A{n^CZY{#tjK-o8emQ|N+hN+*qOus8DJHaa)~dNsrtoD5Ba%% zl3Q-{n_$$mk81nu3V>`An)+|gE5*ApGUKB3v73B*r1hm+4CCUH2@_7?_Fxe5ZFOj` zFWXgCb$_mf&)KQrn90~Km4+0V^m)KHmf#DF+1nxHocP8z zLzcNIJh@N+L0g;R9(0SwgA_Ev0+0tNy6DKssG{N_(QyYxE&B#%o>eaUAJ-L1F#I7b z{{JK_Smz=6YqAgM@Wnz!&r!w>`?(Z3m%`quYiyf$UwfRxz3|wVy@-57!zm*!l`0o64M#tX?9dDyt!)jNMA^`6+AZomr26;t;Nbe4 zoj5XnOG&_I4Ee&_bT1!Yv>MZ*H^)^0q?jDDTnd4!7Ge%a0%L3t8B(6TVg|IKAML&h z4i*q;OWzXQBRw@d%~#Xdl{gK)eYn6?COwbn*t!L*aK<3@pl3y$c99^wr6}_g-~cZ* z7^jJegiD%&ESVZ2`(fdFV#gfil@DeLXOHmCtn}I{oU~*rE4`x6QG;y+{YNf?f`U43 zh7MHG@|lr4F@`|nX7|u(lLV}C2Lb(u_iKxrBVeHgMv8X_j+ikwMZw&4?t?VCfl;?g zHd9*(rB>SN2Fh!0P+W5-r`%MCYps;kF7;eL1eo#?jpLmhdIeXf#itRe_10|C=W=nu zY<hyE1D8Lwc(q!Vt64PtFjt9%eO!$SF=VzS8Kt~Dq= z`ql{E;I&nVxIK-Me^-lQPDC1EWlnG=T+EAf^yO#p88zyd-p_+}9VQ%1qXrKH^vT{j zpM~lrgA$l8D$9=l4|Q)973Z==jpFVO!2^v1r*Ugs8xIiNEw}}DcXx;2PH>l?2@b)X z-~o%FfqYH z@yOW|W)T2+G;zI!!UOs;eltZ_v$!Iz&V#!&$dMwf4{a*5n1_i znhnw>9$c(52?QoN&Ja`O0F6Aq6@ivd#c9<14eV$lH%KS)%%FtgEQ_V%GAX}flo{mV zfLZ}{mZR=+0A)eB zXn4qXsK;PY=^Jf6h#O+mU~qvEo5vL%_P!7q;`*9+JpQ;Oq0IZnFh$Dxpjff z>;MF9W<(@fP&$O-$;s z0v)BLwZxPV@}EtA(WtChrc&*qffUv|@jgzP=Y`|e&9KdhqRUb zAaN)WdnSx!nQO>sg)0Rj<5qn-EhXT~mcd+}LsY>ULg9Ma!W$55RsfD-4ve1DfJ_p9 zmboDiyKWqp&v+C@^jAl@^CCzjO?sa-J`(tcb6K}E84=Z3y^+8@rh~NL%%$-28tGsE zv9I-EvY1R23x&3fbb63wS}HyayDoZ>(0eeAGE+u4mU6Phr-Wi$G?t74Xjd4;o&5*F zJDUaYX|`+L?2PU11$ABN77tULANIbb4luAl+B7~2ibmAgT-EcqY>`t#rQNq&x92Z)DYy-lZEs@= zjN6rx*3jxsR*n5ZAA3!(A<;&M>gl6JR$_ul!igp>V%m3?-Lo4 z`C|e*j08)VMg6nS1Q!{nlP13V7Z8d{%1DHQZ?YnWIl8fJ{dGB5d$4UhUgo%Jpq~nQ z*@!?F45-Q~=~C;G>EZej%HHlIfm_UV%EB8z{fex4UXi3E0sZ}J6fQWGBvgMRN!V{Z(xXdptioKMxK+E$`Mf(yE%Ux0Fm)+JE@m z>X8Umu_GaAk39KkI{2gWlo4cN_iJ<%9lvTSo{whr-JhbWNja9W*uxK$i`NRG`XgI; zBya<`XHNKh1-fGUS0R1#P(bW7sv8coF){@bJOvpp0rI#IZ{rHVKXqRhcVUEM6(S5B zOG1QV)*>O{bn#yT1{nw&97__NWBH^ILHW3yG3l$(agrJLx}!gFCo~)81qJ6g*wGBV zSZt=uJnnako>voW%Zoy@8SoY6Q1F7_{T0#z6!9n0!<+|*Nl0YjM&_vY{&JeJ@M)6M zu~m|yC+9ocn}UzEJvA12*T@1%)tx?t5e0V)%+qEz7`}f`_tb%nD_F ziAY`w4hce@%p(9)>$#>I`ET~dtO{lEj;2Iz>yteTW#gS->!#=nNs$VXw=-xi9ig4Z zJU>BS=OGI35_ZkxJ3eJnW}<;QKfy`brs_~<#$y4*4Br^Jj}po;>}vu!cvXohNt`!;*A!JS=XosKq7Kk;L@k6wD+ z+)KMb1=q&$(@P|cYI8wUOOZ(L8MXMaP5>BKPg4F_7#5qF)Z!Z<-;S}%Lx#mSB>bz( zQ~r=I!SS7QN417F@DrxbQtsqlLA*9rnGoZk50QX{7|wq=MWUL7@p0-ZG-OGJ159Js zy)f47`AaS@oujCQ^u#jdl?O^901; zp*)x_!%JR0O^jt35(|5h}aL!gA5dFr0*h3MsNy};`>M04LRc{$a5W0OmAXtzlSS~kP3&JHZ3;_*Y?YAq4m{L z0*Z30p(*ze&z*5f;G%QFx{A>8V1Z5BCC2QN!V=Qle*{2oLZwWHYdvbiP5-Hw5GLOau^eHDOetu451`yu`+_1uZ+?LBx`@?Da?efC`(&$LG!MPuC z=D`McPu`x2&b1Q)yrE@p(sbRd1YR3NUe%OPm`Lr+(Z+$qU=M{)9tsjl5k0MZf`Vu)p6@D3qg z(z`pp=aQ5gq9^)N$GV6VnQ$9`ThjOaaKOPJ{ts|dKC{FJA4rJ8+*gfY+NEr0`(~$J zLEUd)=g`I)0|qtkpzvo}@-0~vSjsdTLU8C7#f;K=P5WPdgnT=_VkqtA*Rp7;u8Fq9 zAURvxsgj5od z6U4}G(xugKc5-auEVr-V%L5;Nh1k~FqsPasM9oUzioVQhxU#)5T|}$<+$NbBWl(IR zK)X`uwN^D2Ly-Ae>TsX_pzfu zm1~`Nk~S^-o&B!!dz+VpUp}Y}CnglHIu|Q@x)Am2-Z+Z_kxzKz!J|;tyCXhRytE%P zbR;QQzJ(BhKeP4`M-RjBGeCe z9wN3E?cYlMTQj%3PYu5NX1W?=9C$mG)WsVqp#4t4k0{}F3&E9}J&)br z5yGkyd;{Pl<=pKCTV|F)5`rKJ+={R3GSYzw3K!N3aW$ir;2V zDcJ~!!Ng~xbnYkqW~@u_`4b0Y?y5E;U*8|wcLr2k(F`73XbnB=v59V*AsEh!55(5e zSzKp=T~y94X_{phz}ai%elEuZzht87CzhI&7iB?Yi^T0R_(#UV@ zXZ|Kgprr+ap)TNn(kg)|E7wrm;q9*fDK_|I63A0eWz?ZfUiQU{)8$d+3rBqm!~XY{ z)&2}fUGqtgb!VUD?8+602kbNW{5ta)`*Ip2_k1XeuL1vqvPg_4An&x6x}_9Vw3r^J z@T~y6fQ6Qw7}$xpfgdad$myDZ{bp0Hn6*KO3H%G9^8bQpfE9Qs%(#YMt`!4fKRS>k z#JgN!&oTt2;zKFdQDVs>+m6JY?HwBfk~Z=S!%qmgRipq4xZs(u`ZYI@V{yk|qFb9F z&7FYVuMrySkgElC14~&ajS%GNeMPM4G-fk2^CC(Sm3P>NRG-V%DxSJQtROf!IIddn zF9?)!na%he;mSMJy(V9XEU1}BfVLHiih?+zG2C)SW|XA9AG^xZ%Iq1Lu1gi8-fmU~ zOdkvRRTua9m`S4JFsVXsF9W#M;Y~ic11I#;&=!N zL))GO&8)ew2g!V@g~UKCey@+*^IEt^3YK<==TnU=U?6e4-o>uur1Z{2#CBeZ{Qa@^l`Nb;Xe_QCk1J0OnZn9n)Dk?R-r zWR@`kiV+b;&qc#IIu9T6;#(8?1pN%3RsVUt9|O)6RO=;~Y$J>nxL8bu`y^|>=PSkh}4pw%)69J(Gmsd9UX|_#+{LRo)yX>aQ+WNfx4Nv*`Ikc_FmU-92Xp3@s zFm%m@!6CZ(9e>!nEROJd6l$4msy3bM&k_2)wN&4DU-q89Ohhu1a_7$-Taf~m9k}MW zl;iDso-0PCY|J;YhrgBa%&-=D!bFqDs4VcXCIRm(*Pl}h6 z|A2%sSn{TTgmPbIJD{ORvb1#0h7l)1Q@Ow?0C5Zq%yp+Y;)dKd+ayTBD1R;=pl-wL zAIN}Ql`2NPE}n8;Q^MlZR23;WeW0ZN)qc>Qq0xI6CMAHB=MGgwc$+EeBd4|HJ#NwS zOJ^iWhO9xrq0xV>e$o=egWCTFwm@%a3JH22=`pO1hlM*0T^IBF?tvbx)xwPM)zW0) zPw|!l@rgLIqXLT$j-lbJZ7ht7eJWw16Qv!->03YUA?FnO%y<~cY<_aev)v)g8;fY9 zhYU3avqn&8Ho*uw^Q64)jI|Qj|N}P)XS- zo&OcB{%MukQ1gqm)j^=3I*Zt=hyvZuX!Nf!-`lB=P01*~QH$v?A?#HX>7La0l<% z(u=#^yq%%keG|xDaf}VNpXt7E{-M_~fuM(}%(i7RIE1e!RhS~br$@iaGesRPmpLsB zR9EMQ72?$n9TZP(58+)bbIj18ALakppxip?(1Z9Qcxzv^7Cknqd=<@$HyjcDGL9jR z5)JwqAJ)LfO$ND;3isJ>#8@$UFPJ~wv*^~--5h~?no?$F8vaOWV%Wr z!3|)D5ck}uOi%P1=G7_mls~G4M8ZdX{-}BD2zDpfhqRoXQkeP&^ScdlUMgEkno_vA zP8N(c0ICoP_wFn4Xr!^TP+;~-Fg$x~^o*0m)fTLyx;X-nX=jufwd}m1V}Z@&Dtm!C zX`7{KSPGNRq3?`wda#RTFJQ5+hcj3V&X@m+;%Up7G-XLKE01T0r278qI6DCK4_V?x zgG4KRAd`@RPW|{sF{W-;UmFan^%6(kA0PVvXf6<2LI!2D660GHI9crVz$GU>YBUsD zKk@K^N@~(|pC?hCBKK!hEB2Etup=Qv?IER+$FY^VVahv9dS%b+TgF1lC zrK}0woY(x{z#8`@wuJzq(>(uq(>FBh-#>#NcJnF=*RKQBg0 zpqMftp@?!F0h|sto)I=)l?0Z=IRdr5)P?q&O8lADVF$|3w*s%wau7r$B>Ww`>dO}6(=WS6=VPW`LDba_J8N2{3}o8fAUxUmDln= z`7Zy;gZZEQn151bu+)tIDX|3e&&zNI_J3+ALI3k|Fq!DTMU(vhZj}62o{jPUq{sX> zQwHk)ztewe_=HINCk+nvv4uOh_OS0O5!#RX_~%J8{+&>C{!a}nL#6-b8Tn5Q z^8Z~E4bq5QE6x{@HHRe{bu* z(Dy$m`@cDPBDYhEula0fo99l}1dSP)9Gu^?GeyEx6GIY5Ze$XL+Mpa6a99+v1wu}` zc_t4(Wb+#s*zYq1T#OJQ<&oF}U8 zk|hF#>~tYB)7BEftz^ z|1|`QQ^2!b3ipbhM6$>-oH}|tp|d^6TOQG(4vRF7x;vlTssQCAT=MJiwZg&57c*Qe z=t}K8P!H9#sq2lCy|t}=lR4MalG*#cUQwziaZs--dG8h%wO19$(bUWolgOCc5W&K{ z01mnflQ{Nm8Ctl%hlRrf3^8K1f%`g(V=g)NA+Zrw(;8BRwc(L=PAsXpK9Ez6-=`z;*GH=uYNUQY(D|mMgcFwNIej=Lq|}^51e~~nGB%zl z%@86aZSevzoE%RD=cf1q+kg=N3Qxh7rXKWBYzT}Jo<1J;fgW!t*~WwEbiGfY$yp0#M`erfXpHzhugmv1 zZFeY?kv%6m#hfn-rjj!-VmgEVhsQ6gMYx~ck-}kf4{HytWZqNiIOfIK&}*Z0CiATN z*Iya2|C|u&DD$8HSOEk3$z;dGZ9P0IXH8EXwB588;63w@j7KubwRDgE*I6ANAd4Cp zk$7G^0(BAjX(;sVWcp4Pv3>r0g_@FQ?g!8P}{mkFr^-N7p>RL_Ws& zam*RxC8_~^Z+v(enAxs<+I!5-ez#1U;{)zA2M}(W)jPwWjGA%~I|cj>znBxD!9Y@8 zs4*ZcVU^LMN5W0Q)&AID1gYgy0qfOw+WHpBP54r*fHkQ6_>x@SP=_*|f%Wl29 zDStlell|x$`X1ALEJ!^J!c0;jU#41rkWuex}0bl1mge97v+wPkc5} z_RKV-jpF7{Zt*ZE#t~Bz^mu^u#q>=klb~LWy+%Qj6EgM`iFB3WqPwyOra63$iZb?$ zmkdZ+rl9YENrRLzNx_SprV`IR%vHA$gc21X$FUTuX#~+QaocVLYGnUsl}lsY7&j-n zIsyVZE`II&S!F^NJsSA%__0mzl!;%s1rdLTuyD%3fP{u=_b54;t+Ob%~z z5{sb({b=5UP}EkGe_Oa|yyJF|$g^LFs_6<4%Xh~dL$;sd_4e1X^m&N}rcaqN1UVnb z1a^#fA!t;jRm?$}9S}Ou_9LZQdSuGKU-Vo(d}K?9}vg00ld>3Pz)v(=b-_ zdq{{#UAE;g0DcP8HR`~zb6d-i9@Jp8aG790zXZ-}O^7vhF}AiPOb7u(bZiX&F-@r= z>JDSlRsuE+OkpohD&PeB3@IlEmKJYF+cMD8s@Px4VFbX&cmA8Yj^doJTnty8>n;4j zX(9S|lR#r2D>fvl(YxPJ3Yo>5;Lo}#u+_6)z+`)S02c+e=_A-EqonIqZuHCEnX0d~ z0edXW<8QvScv4g}=06p4$NRqo)anC1(v)Ct3#vnvpt(w8EWBF$($&~TDr9@Y2?%Dw z!NS3T`4Gl*2}MOowTmw{!VL`zd0Q-A!f^{7UsGQnB-weQKKJ=;J2}EN`&b;~Qv#pu ztPAJzZ0@%7a^_);aYbqAM0xGRy^Mtx3?is6fi~=ozygOTZsGcvEDoys3>d5}^T zY2$lNZ6uV4V7u>ysh??R3{aosVktXNWr?(@QontvDz-zfhw{tL$=eSCd=nLC(yAC6 za%z&IZlKL}4>$9+?jItN}e-(twhz!#6&LkZsS|3)~qxf%v`dW ze2=uhnQkFRJjJWekFZ@kGlxnj*w4rxec1{KZHmf;=Gn^R?ziRhay=OSbYtPZYXGnm zb6(ZH?@%HII&!Is_`PnwXjU*Z1fc>M4tnUxnI4wL3AY;jlU;?BVzs4x_B-9$GSM?- zFfv!sELA6|4vJQ>Acc)|YXIex5Z!HZH+SrzC^87}X-f@0A;F59i_;eN$i~k85IwKk zy9U{^UyA9*+SP}d^T3=$8bwA90C^{>rV$}m#HwY5Bl6U2FLU-;ZPM%I=VwT*(3_vG zoS>u^u5QTW+H@g{IM2ps=_G)IF>~m0QVHqk&W%w(S>24$pWrTj6c>S8WM8Si=Zv_PY>BrDa408kR+ znt3Ta7qwVLT(=+we~ya?0dUk_uY;H%E$uGtx-ug_Vxifp|8{Hgd;<%0MBZvjLR(84 zt=?ZskC4aJ&6j03tJjdva@)FCQBg^Zsd|TCIs#Ba7Zn6}9hQn3rc~La7s|8=bf9Jq z(MrbpUZS#NBqQ-|Tkyx#mCG9VqVoCf5UOF8%DPONyM@R9?afn@zSnmOLt18hYsn{0 z-{cHHKvD_G3gX_M1iYh}uCU*yS+@PpQdH0s?vC6)NYd`bjclO~uks|o3gh3i zcunq&Xnu=OoJr64J-HcXaP!tNRJ8js@QStj1cw|qEJlekCIt{rh?mC6eE+*JBiqNE zCTe>}R3i?WFkB#BBEB%DZWYY4RXxpcXYTPUomv=~6pcG3g~9c=&h_?3>xXv+NCNQ2 zbm$x)Tx$w8^PwcxyxpSD1|06wtWkmXWbbci5fm$?a0dfYmitv5s}-g@yQzAky3OWO1-A6CW`TNsPj9(C8Bfq`kX`z z-`7Hexs5fj-is?pGn=aC^CS32Pc0Q&56P+v6UtKIa4M=9%z3I{U@}%S!2!2k5~tBE zRY|!~ke%PrcHZ6!B?bk2)e+Be&L7SH1PwmWKF3DPEX%D|3gp?0mr_T_WV;&6-PQ99T7P1~nWR*Q* zWa&^N??zZR0qvW3$iu zKj}}=QVmOKbNx;}U_17{?Haj@lDu2?Yqz_VC4KzK{-KvM7>Nh`wbVKkgD)~ebb0?p zE|kut$?xi(fvj~SygfF_o!u1&W=(9_Z%xe%H^GJn8q5~1)MG03RgE&x+}w&^dj|c; zWWoP_C=rBv=CFH^uta9b6zpR(|3l*#pW;r(C)G2~TkqJk6ATWEFqBSUA{g~1aoGxM zl#W~voevSmLTN7UTi;qC@S9|`GA6>d8xY80XP-O2JKX!#L&_pWU&(3-E`Y&1{FyXbMO&gaQr z)^$tytg9bZHzoTH)8%vu7J2UxN(NM#wv*#3LDxpfCzp_{j^bIW#*yP_n@!5tb8 zre~ak2)Z7cNwYRWqzG>7-(#?%Sg?!XVr&88je8AbP+;qUA>v*%UB|sgv*g+?A5AEj z;%!ip=r1{Ktomx$d}P0#!sfSnFxkGumeh&1Yt?9ifoZP}kLtW)B$hKSBS_)0yUol{ zU=Zn0gQ}%~AoP{NpbVeT>*>C&icUA}4jK~=-{@0sP5nfK?K0Q0sb&g(V!Qh66%kxh z0d)$pjh;dkCCVwdxWElL?%y;gXtT`*HQ#Jyu+J`$9s4n#q&N%S zvGASs(S%*?pxeLjz0MQk>DtXERd^RmP*N+0j81v|*jkv+ApUXLYq1e!=!awVl z464glXy>PyysE_s^-|P0Z^3E;E~>Gbj-n|zQi}2F`R4WR!F_S@f{kBv z6MO~2Jw4nV6q*L%5*i*=*oj`JTywa8QdPLT#{BVYqU%0>+M-D79k1}0^~ACYKEH*% zXr00#O?enI$W`uch$f8i@@h8p;R-DzO=6rn%u_4dtb|NoPkXs8|X+r7{N(ks#b)5nKZ4;1rr=rMHswmK=)F5yC|@@AmX} zQN%ol04%)CUnucI>D7oWw+HmkPLrZkBhjt1V8NF_gv^oLLK_}C?rlvWCt}OO>tB)L zPVa)K@rf!7b;LZw&!652_NGv5 z#Jk77zcxDKz#96mkPb7ZKQC1zehu4qz(c2mYnu!VSJ@f)5;DGMXC1lW-m%#V<> zBjem-1#Bz8jf_#`7gO?UVnV*sgx!-2>31esS`tX zoE=KIfMiNS4~k(3` z!0UcZQ__Hy(~@&HmkBQqd7o!c{c;0iE&V2tt3U^wL|Bvbo12SFIS^bQ8Kh^~h07Bc zO1_$Y3To%e=Ho_ct|RtRSD2Xpp%04~TH7$RhcpSIcEOTTViKS;Y9t|IyMU&FaYN^f zOQOUmr5Cz2AddR-wr=*rUKC2gA@q=NYuifEP@{Gdf3rwsonvzT;m`36r1+3XoRdop zQC`ugh$`7>nJm^?fXJrcl!T&Z>I{KD;8D}{s<2j`bv66;DRQdJ9}8o*>`5G1m4HiE zixnpTCA8zxIbfHdlL$G!&oDpUy-Ky`J{1EvY9Or9efb~26FTuY=B}Kz=D4D3NpLj( zfxXI--QDN_4wQ$q7gLJ|1o>HB|3N<0ALI{uQ)QVD){Ta)N)1N9&clNypulXkIzF>8 z!DfTTET8qF#Zb!)mfd#LAVsRV)hh{2J7%1q69FI#9Q8T_Ph73 z;&-F^KG>FGa0)=myWVQFC+6`4O#=caik!9p05~l767s_)tmD8$Nh9u$`DoPEYx*<9 z>uW&U78?9W#*$PKuZV);arU>89BOKeouEOKk|Y|ppV6@f&(#LM;Y3>BnKu3S?YB%^ z>MSL}&cIq22hBtBu2qAW0S+(y^WN_nby-l5=EmbUpS&D1-XMJU7d|?2FfNC@Pjr_S zK(hLiXBraFnbK(ccfKr5M(cpW5oOd0uzkW_Y|9%n=r-E}OA;kLgMA9l@SSXKiDm+) z654qyYZ_s3l39L)u0X5_$Z}G^klu}wg?YA7{>J!aL+gZhggi1!n4|61kHKrUN+8@&;B$mtL=p@ex<6p|O}Ke?8kPG;svjCYzD*o_ zo(4P{4~|XA;*#xK{7d#~vwekXN`4)NaAJbJ_+1!CZ<0E`kXiPxm5{#i(fF2OmK7|4 zWw%>Tpq8=f!I5JefW30<)Y6x?=aMZoBu_o2b{$TrMk(g%v*g8Mu|u>{gwv=U&)+Om z8A;YJM%^WASmd4D1C{BSO~cIG&~B+t2;pKxC1YJA6m1K&=g!#`C#H4VC#V~NDkEI;RA-gN@uW?-%g29$?i@za0%fRLF_DVvujw*$i6^Xfd#?daOBvJT;%Dn6W2 zBe$eht5QvmH;7!!3?uhQznW+=g$Q$si-Yeo`TGl8ERmx=8trK97jtoa-9Lr)4lp+D zh^Ut6OG|`{PhPd2q`vIb#c{oyfaMq30^tfS=o_*tHDErl!Lb4)1!-IY?~t4DEMgL7 z6aCf0{WmS2wxd|h{QpC+^1W)Tl=xr=~_8f9RH1=ro|N4YwsL}DKldr3oh5Jgrv8Z~+R5eOGfp7>xb zk1<)nc79*;UEl1BHK|j~58IrRmhwXoRusv5_3fJGVg{xT1Ryp+Un2(=bzXo(?=4~k z%6Yed(oe^51HxZ9rzEj}FxT0elO^Wotpkir06sqMN$d!5)HKD?A4>*7k4Pm(N5miv z{~{`qs`0VX7!GO3wt#$86${CIUDpU1r;d)Ee)x`Wa4h2C%h4vQ$TTHEd+S0$Ud$~|x~RZ;dcy=W!cPE4-tU)0 zkFu&roR3_VUrx1Non6NOVP2LK`K#%dL(EV>Y?Q%XT;%#BG-o*rjxsTsgC{)8LV*r( zMe#8uD`?9?T?P_CEZZ|~sLVTyozHMsYLFQwg znW8P9Yc*s*Ygg=gxn5FogX{0F%uRbB{BUQ&IHe4mi3SG?^GvG}O@*C%Gy4I{PHcbl zsp2E-LOfL!))z=odEc+u;hn9G+~JTEcoN<;#l<2UjY`$w3UmBh#qXJic!O?(OME?*kx{=z$D>hT9XvaAmAS2d&$lq@8FAU+e%C&u5?@k@k3WBv%O(hR0 z!1hyHBULOEp!>ShJjVSO!8oPlnlfdkxndvY`k^;YOjmeT2o2Dle2xARw#JPN#5NDv zoa-y|ca-@`>pAeozlNv?UD*zw!r&~VfmauUT^`n?zR;){>Te8vc96?3AhD#bl(Qu9 z-7N0=Nd27#0C5)QcD-#%IVWg?PXY5G3F;oDH@OHR}V@Y%O1Vm(G#j z;#Vjd#Wfm|je*JnP?T07ssP+ntuscJTdG6wAl<`5p5NP7GoA!^5slPu)==-vuv{v; z?95yv$sVJ z!WuHBXzjCKPLM5OvW?NgsbZ2~!6ol!az-*s9^_D=z*Tm!#16wPlETFqRr|iY(V<>; zmrcrq49gpy!?qy|U>I=cTnUX^GG24(kM1)%h>=>!Mh$bxfy!JA+XQHLXb4~R>9K>k$Kip$}@M_CRb1_Be(_U$U(9Iz4Yn+1r7#3Lh= z0*5ZXWe-xht-%UJx>-P%GFtDr?`BZ6q$@?<8snAL|Oep?R_Y#SPVAYw`JxLA1 z7*b5RACmc_=Z5F)SATmhz=NEp<3I`J<>n4&PT|hSP-t^-1iK6!BNP~A@@t|>X&}E* zRlHfp)Qmr%e0+FJ(?|sZ8qr@tP1;^M1~8fGpQV!nd6Dl_U7f#R;|=b(p51}}9%1+q z)1V}ZhiA@L5EVuwlS?9>>YcGdm#QcO-M0*yDTyH$95%Znj2+emYxt+>w3a>;LHx5E zyN;b(OOU#9K^l!C;^EUc4ESiErpHHaUTb3DYXHDgfy3F_ot=4;@2(JuC4v+0t_m95 z%FKvD%q2886abi$R7FrEE-j%( zcN=9&0>^cG%IBKiFSvQsE}Yi&NUx7;LuD4&SZRlUD+Bd1Bo}+_cp`v z@emZW!-yOnw9aidm9F z5~wq?GNG-cbF)NW@Z-kG*ybi=zJihB2D}vr`a19N9oiX7DUIw^ixZ4X&;026u$5O5 zyYL`o`SE_jfRY~SWTU_#^1A(B7a^B+P5m*WWMaX`(?3$zJEeXUgc&8N(VP z&V#xh4q5ZA33`h2YhwcdSpK;T+2PV^@Eddj zHq+wPy9W8X*=cva{D@#F2?=s(YKewrGAS+EC1FUkV?1b_bVH*Mq%0H4c$)~9 z8ILw_Qe8g7hp}=acT1_Lfdo{M!d+(=UCEId?C3lYkQk_z`Mtf+CbZUKJ+Uz&%70Dv$i z$^PahCq2;_$|S8=Pre3gUWNqI7SSa$nWgISNJ{N);iB+V@G9dDl6dq$>U1%+kny5s zrqWVjhWHE1{~Ie1!(aApERPR9kaz1m%3QkVoG(Yh^HKDnHDoaX~E+}lme z8BH`iG}`(>MSdvR{4dE~eI&7h=nTfaw%0I1Oi(}u3>|j|jO6UGl{6t*uMvUmE(i)0 zJCTH`%1KwCGdm%Q`{$knYsp&wJcxAlC3*A)iYN~Lf1?uu4toBo1A?CMX$)lG=h z=IGP)IpzApw8&`OQqRfjUx$9*-*Wo0`t~Cb-fGP63@B(cFPp5+5j=6)KYUOcXoe_% z&lbzaK0j`&@EZnl9r7c3(Zg*=3RyVz0sy9K=OC>-1;k7layK!#gpqc!eB{xUy#taK zCWzHl(}v9q?`5fEq(%(f69Xk-K0R;T*SgmMonF(QuV4v<4=S6Ft}0U$P8@$4*mYaw zR5g_!I$(vPB-SD9Cr4e>(~(QF@j8HT^;qDxw3n+*q{kpDj zX(Y0nT)gH)p)*gcGz@MsDI^VWuLuR*Zwbi|Hn#nu%v;6N700=w37~!JDIp#op@U?_&wSMqh&x6ZNOc8y zEJxW>pxe&A%f)Znf-)015W)mP_x1^%Z!120H+Vzz5P=E_Kepw_VAafJj!?L!img7; zV*;rHC9oPwo-eo~xWWvfSeR-(P^G zsFN~^U}Q9&ioX!-DzLzUO?_{!MeKdYS!3k)H-qV6NkB#oeS2@^D>YC0cZCo#l|}7CANGpZe^wdDN@D<3U<45n!*;(l5&d4v5=;O2 z$~v_>?7Ka@=e%ui54z+d<-Bu60VRD)P7MIi!0a}fhH};CR>cmX_PV{6T?1vg&kmO|Z};*PBOxmE-I zx)#Np;zQB==1i#m_zUT1hZmLod5zi?6LQ0+kUd{*r`g;2R-PiVvb6iVH)>z zV(VTFK%*dILb_O@1ChP8+wZR5mhKReBRd^#`zbz3k^<`LE$5td0N_!@Rld+35&+p7 zMJElV=dW^F4d^|$8Iy<_c-TbqDs_K`1*4FmCqpbnnNv#pIw5HayL+xpj2tK_^SVrz zSFpnyDkHimUdt6bynodz|&iqmuuME3lX*7_J7ZEn*i!xW5=KAcvpV$Qwl&mjR5_V3(IYIR<9GD~$0}A% z_0w&Rpefub?W`BMWno-!*0-PWlc86EE;hK9Vqz1#j&#qcpee^PtL1`%{-6m#v9a#sWMrp!?z5>~cqGkoN|@ zA2SOL8@i;v_3YlLpz=zP?2-Q#ED!OYc=QJpaCDNfq+-#>g>95=Uo7O{!|k@f>uC}! zB=hWPSO@om9`KT|0B7B<3sS<@R?&0sZ_scS{t^S>O6X=NsW@=h;`}i(R2=2C9~f$! zS$UPVKmNhZ?Hoi)VPuMg(JVjoVfEgJpPxcYrT)n0l{8u@d8qOfBS`}I2w$}@xRWo> z`YM0U5{x>=lOWQgNLBD(`%_6-{JDH7FuE!p*D2-NmXiSDD*CG=#4v^d^2aN{x(p9O zX!RjN>+9_i(OBuH6fT1!$O(#zI?21`yDH~NsdmY(0z!uS-Ss+)7PctrsbXQi^oh^O zsq4NF%y;bv0KDIP^H+XV$ASVVN$D2Gmb@+9;|>5oxs=q4!WBC;{NXy{5S4cR{ZGN1 z&X)lm2PrBuHVcBcl5k&Id8fAK_1Bf(U(pW35|Ap`+==exVmepYcr+MvUeCz4em;bG zVQQg9lr8-Ount*mCQ|ngf^C6j%I^p|rSGr-P-!@u%nO>=H72S1(VXqUTobeq<*x`` zt0El_duVZWsn6`vS*ZsX^}}1}C8#;5Cus8zr#&Nd5WsOTk50%#+v}d3tR?cS7C(M# zoE$S%_(to1%as1WWr`yb-%zKB;SbpQDjjWvb|+uLWS2S;vy}B9FB2)wopuTf-o>A) zl(_x*E~MUsa$&$J+iAHR65Ke+eT0a7#gB%a<{MPYS-kSZ$JjrunjvQ*)7ebo`Wx5s z=9MIOtUh2e$hqN}!`5fQi|+?TJ})bizpVb8^$ASyJ0GDTz)EPyI~5%NbU|nF&e8oN z;owdMlv8c%yxvzI);j%4_>}ZLfwq%7AGri-HQ2bhk3RTHEmqYui?)|PP1pDEOA)5; z!9#$MHCrWoxyfTA<9Wa>nL|v7hqHhAtxvMR)9eTirE7dz$z%Tv^+$c+3~)>=Ty?Z` z!qy`T%{B7jYiFZ*{;03|TJ%8&WbQBsD)hv%5&sW&Ul|owyL5>KcXy|8cM0yHvEc4B z?h@Q3K=1&Kg@)i3+?@ak9z3|a1=s1k_nUjang6q9*6*`XM-;2TE(emS(hBf9tgTGSMqjIMli%x@($PtwnJwuXrI1BFF)1dR z96(0Vg zva$xjjUq*q`vx=nzfktESQ2kyU>$Q%Z6%P1@!2&kR*3yb3nM4rKWzWj)a$F?ExiA-h;5yn zEy`L|ms;g-6Fo*ubdN^_aEQk>0S+dLH5qtC_ESLX&7Tm&!3MWq;} z0gj64))`m;mu_1tpI_9*<5`rv%^2KWSK`+1k>O>@EkNE-0Y3W_T(1^4o%f`-^KMsY z`M<>{Wv^Jf-KHf4QU$A_@S$Rd0fGxXxR^q{=&#Vn1odq>8epbao>&TCg;HEvUPR*S zK*Qk8nroXd^Nnpo#-C6pM;;M<7KbI?V~`CCWFqG>Omu(;OVWSX*;ST;W@e1c9gwt! zpE#dP#FF8_=*NGZ8^Pp&t+phd0FXNUQz}zG;BNc74&8V3b8FGRkN;sf;Z=-M06xZO z&;b#AtS~zk(*@-b@R4FR+$Pbln%Mk>|GKqW6sma(wslTg{r~3Im|WArt9v~-f)u~v z4tTr{+`zPQVa`%w-jx!f2PP9W?^!_q;_K|cjIb!C{JN8r&D)5CrQY+`Xz9T(3b;JW zgMhrc2hx~Cw}%B4MNtz;nIy_14xVqrsw3A=cfAk-`_zm((_V5I3+BgyG{|pW*1A$N z1PS5FB=tBDe~9f!X!sh@^jfFXw4hwdUvRuZh~KkYwrYZ(p_1S}_TpJCE)K-KS-czO zULAW1+racZMiwSR_HY}bbUV-XqZu7sq_E*cz4En0K9w?is3aG)RSa(!w{u*whAUp* z71O?+6JXSBi*bLvsF20XAm=(Bf6yGroEA<>l8Gf3GkwE>>iiYQW`LlsZX$w##U4$u zz*V!Zw{^@f2hXrlhKFEtzmlZWB}FfjspbVU)G=nmt_fw-x{qMC_zyQUADr$ISKN7DtANbv>_q3zcf---KamUixEOh*GMc&2-t3m&r9a;F><_D3 z$nTcZY(i2xzUiIl{D@07v~^=+KYh;x zD*ckG@Nc0DY6}l784o@$(gW{-RpQ~;F2Rp;G^aQms+aI&=$j=6s0q6HW@qXxf z|D|n;kGP*N@?T;@Wb5K+8+iZdz_xO{O$ivLQLw(y8_7~Z_JO}ItBACriQ2t_t4(zA&^qA zqpk6_31)RNw{?uW3Gkorm_Jgc)jpRAc3}QS9nGReyTjxisotp8HTK{qm_s?_QEi{9 z9ULP&n4RHc5CEd?;h7P!^3^}+)e=*o5j@*6oY(r}%ABIX*F*eP8MTtkA{#HLW;9cWRk58Zbx=dX!kxpP><0XZ=hkT#!+{hIe z42}AUYNZ;$9lHKn6ZUxvU!(@2fKj=~BsOuh4#s>IYe;Tkh(Cryb0|S?r?ghu_S?si zmd8CpXC*OZNs9totqTe}F11bZCtvG)Zdtq#%!xyOOCl>J|3pTZj!r^w=cFlmN1c>p zGGGGj*>-wrMY_ht$8QjB4BJ#=K8lVD_eH%pCR}ToxYTMRx0M%0-)i5Z;GIeg5^E-M zf&1pg_V~TaC-K=OaqC&kIp}cS<7EsUMmUu?43HS-=$qYl%3Y6p5So*E!tugxATGeQ zhYSmoc^5l-S-QFQ`brrf2%*1?dovUc5N6a~NwLuh17McHx{J$P$4?YO=P06NCX3*{ zGV`L2i*{)pSiS8Qnh;+6^aJTRef&!f9RiG*#Zfld*ov30C-F5OPNJTkfnzpES-2Cb zNcj%zaSqkG(kAZvfDe`XazzGfnRy4D2F1D%X#}f-9XwQgkJ7;euaw`nslzf*Em(~<-GHH2VQ*X z4SGBxlQ3Rmxu1QA_3Gk2VXIPl1^_A$`{O&-g@H23HV|F;@AI-0kzsLHo z;Sv}ag8vAGeF4)){aXc0^38t~#YzFO|B(w*hy9O~Sh`djAovk_1`g{@2OFoLBsJ zl`H797j*n71Oa-@l9R9VC&&o4$p5l{|JM}1{&iI_F#kv7#QtCX@PX>i4q1XhSaMU+ z_agfPRasGO>Q~g?>MHkp)f*C%B#V-yV`6COkL8k6Zw%z_zek=ms?8)kPzjxSRiPot z3EC2$#!FO_X|#@OD@^R)4%u>hOzikf+#6%=aRmL(n}(76?rAak?+L@dKTd)L{af+u z@Av=PZ+NfLoS8%S*k+Ft8R4f%tHJUzxeST<7)%^Md+q(v)a;W#WF~ZHF%w5B&UpI5l+B5y4wd2xsH^OH31z-dAksppdPpT(0YS^5dpH(xGc;>jJvW zn9o(^rK`-BEGvgEY^eEjRl{*?9bNaiX4{ea{XyXLr<9Vfe$J!t)%ESHc0*N@xt`m% zq#xb}c4Ea*RjtJrZdppaJWbcLRo^{DF$(%$r`KKD#>z@FGx$60C~u5GT0vL$ahF=S zmVqZYkl`fb# zT1@d>SX#*A(M*i74&TwQM{(19$3|9sdT)aOuvqRl|>4p7K)xT9(wn$?7UPizQsOxh3W9e|UD?hBZs=ohpT8?3` z!KSc5ZI{>nT8wd$B9^v{o|SB95{fz|{kFM%oVGK%*!Qp-C8-infd{c^PdAt00eJe%q*;~(9B{}?Ff_W5Sj5s@y5pce_z`(70c81@;@()R0fTj5KN79WkoGuxnik|2(^}0gjH*c zY#Ea_7(q%JJx#Op#B2~niB5TJ9r2B0&Lno9S&A<;`y}FT6`GK56nJE)ln}EBt60Uc z4D7~o{8kA&T?yk{uQT!6yl2e4&a?XK;fKeLy}bGf%6XF`eTTp!!_<800IiQ#Va<1P z&pe8EFiGzygSIzr_=XSQXT=9siLx>licjh7K}Y@9-#ir_S>-S60VO~0ey!ZD@@Dr8 zegoo7btiz_)vp1vsf^thR_!mr$`{5jji1;2_Y2<0;vJ4^7Kh>Y^9pKxseAcFVeQf2 z(z#(6e5JtnRcDEGe0$F4HN~s+&{_T^!Nnh~OX+A?!CS*VMncMe?t1%I_aBlNeup{w z;Wzg_^Bt!Hto^R`CtL@Ui7&T_O&KQ8eGa@4RiU&~3P?-IC9Mr}E;;80l>SfOVxM3p zzHjt4-v)aAcIpni9TK&l?S5EUYaDOIMv%gWj3ft`Am!AEWHYE3o|c&%+1~~{kJOx5 zyctA>)SPtSBKQm&X- zluaXMjYIz3XBlSqGq&QLY}>m!k%MzqNnBzgYoFpK?xg0q|MYV{Yn^+;_=bP&9U15d&GU0e=xs2pIrxD?pnFOj$5b&`bIW|zY=*i*35!+Fl?l_{Y#8h2*fTuLE zylN>~ghQ#q;?0bGS4GF(d{84@U0xh0f&xd>xqInKG?@&MPj1Nqi|KV;_!Y!Dg@7l% zsuQTbASOv&+?Qu$q%VLJ)z8T>0~0db2`x5GeU;G4pZB{ z;x0tg(kz@Wmo*(^cJQgI6E9B_Zq;+E6HXNVuhmyB`Q2w|PmR#sYblV6t`rnAE6Z91 z=-@~9vmkkChw}hhV)A8;@cot+EJ4&3tgS$##)sUvwZ0+J?W7`hf?))-8Kj^-m*tmi z?Wmim5aA`TQWg&~L&$KM6?O_D z_!2%R%o7ep2aiz7>i=mYvdRMmr4OY`+vDJm9%U%0V#UadnZg7I0)RTmyf`f5=V$^sLloC7q z%s{j8V{BlpcoS(*VVX|eH^vGMvHc8LE1LZbLh>5>^IYD&0ku9T+1Z2yaSsVv_3 zizh9t%~C!{ax)vkDp~Mxu6jjA9UD(G=|*??exv=4CYd+waMo~B*YZ{5z{F>T|0JPD zH0uqBQ(MD31`u%ylGKe~#Z52MMJPP#dhCwzo@XtpT^v1@vGxwNV+tLK+h%b2)~O$G zXL<=s(haNrC)=gdnlT!-N=+M@gIKQLl2IL}@J)`t(JMDg;L|kc4AhLU>$@Fzn zL=gW=9hy!k-N$`VHXSyp_)>pyw;C$x_;Y@!;NPKL<+iGcXJD?Q1!LX^3}7)1&^{RD z0~gzw3BD6WF?VMjKj*6GnpZuR+hHRsdK4HX=D818<^HI6+<0I;gqMjAczj&74a}eU z+B6x<__B`TZ9DhJOEnexvGdw^#CRyv65BdeXhsMKiEn?=k= zSv)xpS*!YQzShz_+T`XFc>|=}c_yN*%&fi->GExN?0Gh7g`7+8tQ}o9(?L9%PTM8k z!v!_T8{hrA?a8n3lR?wL?MM>(fYfHPtf){eFOh^-Q527lPxR@T$xRYd+rqC``6@40 z@n;{3_na^h+hYJZ`JxlAWWj$(mhm7;uH?je9DdYlO$K6lHK%0;T^NF$<2NW_{1wrJ zc)+YFLE#7RmHtN3Cuuu^luWrJD0p)CKB(C14)Oml)~4CJoc$9EAzR{ z%u0V^bf*4x=7^DSqv3G@RhM~v11y%siyay+6VOQa(&)bXmVDc3RlITWKw3PUmT#^Wc$_2Stvefd%0 z<79}50t%ScS+*6O3Vi4-VV?xf2?L=g@+l?OjU*PJXqVd(a17>0FAf1L%F1k?`BkPk zs4$^Xa!eJSF{!n1d6++(8;|HL)Hg4|ASVgkqYM#0qja;&&CzQO=wTg(p?IJ}A#uRMA1wOd!yBX7gC2{3@91T@D!d>Y)8Fe)hn6 zy=x$|yA(Si^;H=`xIEz+PVh@$41kYLf8-v;ZzJ$2e(L(%l};7DSFTGH32?AZ}UZ=e)V(_fzjk<(Gw7PDTh>eyouOSyDCzo+46X{x7y8@;xbR zgx<2v54vLc*d=2(J>EUvXQ1;BEH6a0x;oxr{%=JwT|Lf@54?U~QnG|}BD{ajOGEbA zyI~SEa(}_yxr!HNSV$0gD0QwFe@Ec}(%#1ACk|iV2-xMoa=iGu_WJCNC2nIPCY9_J z3X=6qQue_{H6!&qxPS#t#o_>o4FX4Tf#i&MuHXKY)YF59ZT5+@BcZEX-+~tD!2#C} zrY91M$p@7h$QdDh#9ORF%wjipmf13!?63Du@|J@aDQv3U4_&uB`YfUmvVYL)5!1d_ z^_k$f>KIs|)o=}~#e$?Gt(7%iQ3M)uP4KIdvy3R62t!s%I>V4BO`v#tIH7NQ#nZUR z7-A=z>Cr^I33GpvDN?xq;4!Qc8~qX9^I}2^&Y_)( zxQ@7=J|?P!$H@NH+kuRbO2J|IDA;Gh0B%{fBcIaxR$(M`>H>WtI9%KubW;dr$QvnP zTzhg-AySJv|M|rjptd(A`2`Ya)`#x-e(^Ypf}HAviWYjt8y+o;QD3UVqbo zGvBLdJ5t$@q+afiG9a?;HFycQyIxIFm6p#UAO3oYa0XqLG$nFnR`|taN&ZF(fR^p6a28{r3Ru7v(mzicVsgjhF*HA`*F65p92A- zeeX|?+$}L^L?gst=4y{95YNY+_V7zo*_v^kYo&n$pBdj#Dfexsv*DA!#icBF7)h~O ztZU7TUfes8_Szv>)!XmfZyBi1JGMUiTpF_{$}3RK+ReVv99nFKsv&C8ZkG@X-|h3y zB$7I)T1_~Vu+@#n$)5-DeRil_Lk*ffrN=u8Dc*DIlH z1ME!Ib&z-yCN2p3gtpvfsDs!xy0+GlgGhbSyFge*le+z^4e52lLW+vz>N4zl097au zlL722`Nwy7el|@loo-Ng{_B_B3pXXVl@Kw$)&$m*nj+_+*uEZ?aZfUR#i$AqJ|ge& zpCJv*Kkawq&yy1a2LzHEi-}IzrXrZPh>azPsBqIw zXVH>gI@6vJIi;G4FrlOeVQ|V&R0>vojy1IYMKq|AKMI zM78z~yL!$1Bo678_FO-I9s}5Q3O^o6>8qY~2k1qtCEqYujzi_(ByMffF7#I}90wdp z#O>LgL+}SNQWo6ASHoBU-K_jf@tY(f97zQ~Q#1PCX_>53RyQZIeU&I7_U~C2m~p(_ z=crkU-VC`zQ1%wQ;lC-7{}!>$1lDt=PgB!?5fl>Zj7GyNA=yjQm{S8nNy}z7?{x_9 zW6l@+ls+hHp!Gb|j(Lon6KV^Y%rMs(U>Lk zN&>lWdQ7e~5z;nq_-F&gcjNQ%kLB?S-qlPRfUM%FY(%T&8jBrfsySzORB@0KI!M(X zS2XYCcW;`Q(5gI=kf3nPsG8DpKWDh@tjzb}m!WeG1DN==CtpqF?qOr*?TXX8{u1v> zrBK_+64_dmOAmeg<@yoPTan^IH+kQ&q`psfV+>%&S%qsuuh1E{n<|zm*)Zg$k--fl zm1IZvEYwyCVpCZ1xc7wmdvbKY0wkV>`=9L#hh(ymxN@*SA63~PD07?QEqiRSfOf6Q z%Woe;moX2qflUstBE^&8F#rUj4R(>i`}y*>0@#s7u=cA9jGC(ims#CTj%YDwK~t)Gy5r3LzA?MBTp%8{_$b(o&!j>1SpRQb&FnxfBz(P98BU&Pda z24&Ty)#ut&s>7*%B^vTg58@-L6_3mu2&s0PB9mA+ZC`Y(yc4V;`01w@7ILdaLD`t<%Ct5Q&$`5ByKR!v2VJJ{BRZqk$?<}?UyvxZzH7t+;AbgMo|PqU8YZSHWcUt3!c#jQ zs|44#SkD$h7;=R~U^wDdLa~Jv`KGp`>Y!>o)#&5^Q3(a6t91%!EV#VSMwH7n7$qxx zFZzzpyp3N@(@V{KsLX^dV&OUp+RY)LV`D>W65lqoa&=>>XKRV5fOWOvgblf@aKsg6 z((a(Ksy-|L1`fOhf~ufmDK3b5ICaiW~%mdkcGK5ojqDEG9Kwod4A<- z`pc%5XY{mt1&j+r5dXtvZ!Sv?k7kcNt+A$v>S40+>JlvIy|JnLE~Kk|s?=EUNddCNKO zi*+0pK2)_y9tvgX$nA#_P0Nx-W55+LHa^ps62^MIn&vhQFA*ig%Pb2aLDd8tKB}gH zcub}Fpw`57^oY_(V&LA&7bI!}qE+Q!Vb9&I{LX&GbC9zw#;p{n`waOGW7#55Dt-0Q zEEbf%MR1*!N0=px@AL;6%I_3^0r7WF=s-|LtOb4raLE{R2zii*k~fiX8>>G({Dy_Z z{?PR3<)jB^!o+yz4ZI2%AgY-$?6n)o=mm5vdg+-0)1Go#xJhO*mvMn?qnJ8!gnav^ zo;i;6C=4M4v2k;FW8RF{t zu4!Iuc}hZFIcQTwI*)07RGe1UK62Gi<|-vQZD+#vPW6ET2~4LCAWPVx*CW!m}ECtRMJUqxc8 z2V}rqj=2dWcF5;nQy?HmQSSbS%EkMyRcS zmEYEE9m_ol7XG5)(eu$*7p4DZSPOKsUKP(_>(f0RK-bU&eHij_4eV#pMhlGKp6^L4 zy%Ja4l6wbmePO)Pd}R$R-h4IC|G_12Tq)vV&MxE&Gq#!Im1`S9Vi3;VPap+SGEDpp zU51;NvTh-h%j1n)@xW@{ja-=nms3QO=38md^wy zx4m52`WU^Zx?27TO^B_`bfs}c1YcT1%z9b?{u+8;N3Ofx#&DbJR=Gh?ny~Z}DIh5J zzr8-T|JzjKh?uiKTb=mXYno`ZO)F81$>oEl_bRX6Uy;04*?i}YHTJT-0Cldj2br}y z4;WMyEqn|*D~J|i2k}x*K9Jx6?Hkp~ZnX!PBsl?K-@6(&BZ6#tEbT!IjyI`oy(_zI zZ_Y~J9Kw5%*wlWemY@OqdRpzPA_}B=Q%uV6p?o6qYR!D(QJ<;dFN?ParcpV!S&xx> zV6Rb|d+YeSjj*bICF~vA2?7g~_EsG$$@vFb6l!MeYwY)5rpXDsZq{Nx9E|)m%`fHO z3@{D`g^=L}5=U61_>QZ3g9sQOBoiH@?!>1CBIdq#ue2>gqe4)l$VJ4xQValk02!!y zd9Ho}1@VR{MfSDvAk9|f7+OEj6*JCk9%CiT+^ur#x<@VJLHI`52i8&=8+t*{?oI^G zhq;S-l6)n#zjb|NWYOfs23gvcgu2>e#oV16o>$wgVrw1XjxD9I1Uan`T>%-uP0Qx02cV zbIY)n-_?E>z5ONhX;mGGh7nvYe82WpsQvL%B!@#SLV1_5uAqN(7^LMCt@OQmGfzjX z(KMuKctWxajuFe+rQHH`ULZXNwtoXNe*4qVcmRzbQf7xh71Rhf5;nvGtrbtCQFd+V=4d5fM6%vul>!)}7?w`T4W zW)B3yf^2Z9%v+zD(v6inZpPHhQf+LB8+OaNW;KG7(=-K4)*VkC0`5$*LnoX1d>Nsf z&Dmqmqw%Sp;jxhxs;8i-l!IAQDH+JHagO;GQ3{)!0gp}=&n%`kCA8}<<*?L1o8T;9 ze$3<;Dsa|Ax9D4b0K=`QTy|Eqc){R1m-da)ny7nl{bt#6U(0e+$-J0iJO!j#5lGs3 z)@rc0v`S77KITy^1Z#Z0q`l-bJ-mk%&Xz6MzMFw7`l6D4Ll5Q>7giFGywrA+)KLBn zeSHnY#Szj&$9*Md(4cvlh3DtEPb@}0Br>#60lA!O5$@7H%a=AL;IzNpSDQ#9TX@6_ zJg5HYIJCFMWECzQ7eIFKo5H2B&S`#iEH8KZBU4dBj4M&Fl4=f!M;vKoPUGyIlovL!nz*}?J(-s^~?#4k4%A_{H^u=&Z6;!YNb~( z`hi+bv#@2B1Xbl)N=q?g0EkX~89GH0S_(;S`CsR)HKvUSvq;=(g0>Bvi-O=lP!P`~ zL}M)i(40!!OVM*Bs!~DHCMlFtMfkA*Ja%s8rsk-2K(q_N%C&JsG;FFPTn14Maw)r4 zL}3NABw&!U;ve3+Yz!En0tg3xI1?&&*mkzDIkoa877yK#`q4 zQk|i>Ec5y9tk#Jy(w%n48F=pRwSJH=y`L3I`?s0r*GX; zf6fzNwm!*=8eMCtHMc_AntV~dOIHS-|B(2BI`o;-#wbQVWKdxQP5%=-8= z3xw{?2D7uNL(Q*IXf?B_P7gq4T3EYI-KjeD?|_vl=lL}ZC0N&JNcoezfISh8=W;ES z)D&hlIAtwz<1488uJ_BQiApA=zv{q+s5_Di^h7?XY)IGjS<<^im9K18ymM7>u`2o= zdWa=+;&ceJqjO-z_UcHnG?q7MMgFp>&IQj2rKYifG4fgau=m&Wc;y_j~_z13%6$=JoEt`n3tL8J3^T8~Y@X z1`MMDKboOeXiklCX<)U=cnMJ*s!U1ONzoN>n_4+*sK)-ayGHEe11?>Pro&a>FQ8V? zK&BjQv`)`@wI`kO=mbE!q{8wzc82;GoXuw4cz62A|T#Q=Qmn18M4ETuQGfZjr^hGx5S*C zOf9QW3Zyd*{u8u$*#&WfTtL7h^@2;9ua`O@VogVDCOo}bilV7l-hTe9>ozZ(6q`~B z$bXsbv)t86-9Na7TK5Szp+_;T7# z30aTvaOFFr!G(3BMZ`o<9c3%WPePg6QOLr3%y0^=X573*C2asQqf1($GM|(|={_FN z=9W`o9zj6V<6J#2Avrqp4DXzSUjmw=iS%flks=z>DOSC|!hrHA$^iKoKrm*O30@cM zj>u)ICSb`U@e7~?ihW{6V*nAUYHQQ9?8@S|XL#fQ`h0$t;>w-a?CAZfq> z5MmfPUIR6>AKiWu)J?$lP^(BNPauVDMA^{!-Hbq_FcAv!_n)B3auyt4Wc8Y#+0&vB z?ZVX8VvQV0PlSqC0sq~$imfSC@u04Jc51i-JuoNhFPhCjcM_MU!eMduvi-VjmVD0# zHJU5MJhon?&&y2Nx?11-zQP%koR#}&uzmW69mSlok~+WxilhNrF!eU=Y=c)B!LE$* zff_PW9os{u22}?Qf2v27f7~P)f6*tu>ZC7RM5nfr)B#X*Av}fvXlIGw3nkiGkaPvb zoi;>NTB|81!*tO6Rl}Pi48|B^1VTGZr zJ`_bt1|9q*UF&I(FWpz{f7ao>9N)S@Mid)2hVh~>V?X*6-ik+)VA-W|?4HQ$6ve^L zq`v&V#^M^W*lDfETp(DZl)(XxNr+LC{HR-NdLC`J_zbcTV8Dc2rlqI+1wLGVXF`fx z=Bt*r_r8}d4l&hFkga7izvMRaZ*MP5GB_X-oOoqa!OB z>hr{2Ul?n=>UA7K8C-NhspW}nP&L6fRjAb54o7u?4RR-NHiO>0p^_a7y;-r9fm4c? z5xc(^k7*k2rN9s=h|*h%FMV|~K*$DHc7F#3ftyc;7ZrnjG-x`ua`OJj0y1KwqJSF> zHRsBt^b(G#0jzvk)T?`KQTqp!861-aPGU%d(h;C?Uc1u>g#%QsZ?#ptVNQlql zq{-!o47Tu8nN#ZYxm(jup_TfPRU-DI`e}Gbe3~b01Atn9+R3p;=N@VJcJz0+Cse8lPVIFZ{ebB3v+i8ha};poga>B$`Rl{)f# zq3#+k->V|;-adtwX~hD(5iFx{W_@^%KxYc;)dO?-mYBjBgNxWe>^37Ls6j@BeSaMY z-um$K&Ie$x87ehP118Qw>~Z{Mre*x7M;0iK*O5@_^|9+;DM-rT0uvStLrHt7^S(dS?Y)QSHuqX zK7TF>XbdVFZ7tnZwR4FGgcu+rcjU4-?*sdwxBbzB<$61qso_|Ok6Rq*6;YL-9}D== zPmuWbC6m_SUkL|>9_j_a#Sb?@GXMVgjGEX;2ofuik+zr^ILs>GwD6Q25uO=@1(mPl zHcf{AO>B+}@X-mJk)r`$88(XSnd!dYPR$F`@>aK}5r@q+98$}TlCIq#yT3h%`)hgi z`vD*%nO`_No8++oS^QEGI}$QLcD0#F4(yawM)Y%Vz@K1yPIqILfD6j0h>@4$J#i#t z8w&@Hm$3^|PN}(msQZwqsA73))?gZTtFK7^qTe84H;iP}U`I4%uFPlmK3q`svZ$0s zuu#wn^AkaKZ{~+#1SlOl*;HSj669z)fSvwkI+Gz2GM4uTTC4@=vSeB~!5QT2@{?LK z!hGjhc!{VokmoBHTcNdE{S?&-U(cD`Xf*+qr7OC z$|Z-n`P%ssb#!mKOiBKk;tZ4Jy-aX|OkM(lXtNFBM}clVR%oOHhtk;pQwxh%k*`;L zkjMHiSTI-KsBr9FkL3GDd#Jya-p#U!6VTUNo@2iHSE{jfi3=2hP-`D&Js=E)c{7@` zbSTo!O8hnkX!*n=?HV5Fv9360TdjZdo&yv>WRvCwV65p}K0JyBO&O(|RN4tK55qFP z<0C0;T7sopVLuL3RcLS1V_q})eqHqHtwovJFOmFg55mS&Z9sWrPCBbL>pZ+01siB1 zi??d6sw2MaSP1oiL(y$U;oTH(gTaNHhL zyd!X_SU+{gnytA`#HY6X^REN(=3KlauR4_#pwuEvhcc$~5ly$;t9BK$tcm_!>A!dx z%ZwDe@vSN;m2Y2XJGEt|%3}asTI?S;{jOi~Bisw%o_;XVJ<8BTe*_MT)Glxn`>RbU zco}#>i|IjCAA2cz7i2YLbj0Zs!rkrnEkoXT&O7-mdzH+J^8O70r4sk`pej90Sldw^ z^x%DI0G%>KiIM300S-{CRviiK6AXz}Qn@Rzx=`j59tOH4fgrwW;yk0!xL0uA#8S^- z1X1ik$g?5;Pd6@biTKY0f=|$0b?nmwiZpH5Wj9I{HTcSlt@<6C&WS3Xk7^7cB#Dfp zC}&uNo9Hnz@#}o;+#k)#C0yCNs{24fn4nl34yYSlAZIw`g1IC7)vlPav1XVdYt!(< zcA_KxwQ5_~88IGO9S0LQ9-CZ8O72zt(uJs6~5bA0??2|y7R#udDW8dC>z?}7{ z@2P{*Lv9pX{jHcZmCpiFx#83;j?j*w<&Y4I(}{_-+sJ3S?DS*5KNpJ0^i3%!N!1-p zNh>SP$w4=p%u$jN98lTO;1jxY4(etKATl<~k0YXj#-+ztjDV3?J!UIq z=rkY)&E`CJU%yrxq_3~?H!ds|m~XAOdAHpO(j?3b(Bd+8&gw|}xM-oB!YyE^Z9+DW zup-h#H61#Ve*|?R`q%sj%Uf{(0#FV;s+!5a4D-9jSSU!iLB@Bf6WS8j`5`e_`p|@I zN_NQN)|quN=PaFM27O&cY{A*D$!sf`p$3cFGqp>+yy|4ZbtbHRFCazYQrus0IXFozm8N7mE;@y1pvp$!~!g! zW!pZfdhL1S4Xb0%F=mHjFp>yMR1g-Q(Ie1(Dcz@ABFq*ZX0ua*enU-UpNs6#vpRHYI4~o7WjqUBRUXYpF)zSR5XtxB^y9 zNrK{;L}s2X^sDy89d?qEtT%6vvh3#TMp=ej4y*`&V*?&!Q-jQZ zt$8FjNG)M7(R8-NgCI!B8)@Vt?!Y1y;VEb?f@m(iVs)2)V~G37MI74(w}1Lh>Cx1* zq=6h7wL?ZeNMjxpFNMWa8p2ZeO9yxlL61g}G;>nm>yF>yZ*6WLi$8wl0a9=_wt-Ng zbcyuzP{l3_rct4}3lFq_K1o)-L`DyG zW!h9bbj!R`k;fDsw_xn@L)fF+^ALdZ%oyn0E^_kx>eb}o`e7YG!O$z^gHk2RjEQosX{Sl`@L{qXUn0pOqK^UfP%r42R z*7Ba#>7F7`t3-QVlJB6o+^qpDf5xoIsgOS;Hg_SD??+b4EOL^L(P8wS#) z2Vd1EaHTMQ)*5H7LIZD-?i8JJh-N6t$(N7n4LiN7L2I$SaRN8_7LZ?QRV@$Sr z4jdaD@Y82l8OAovi&>^m>sG$xg+}*%L@E{)Edd+slC|E`0}BcrQ(oGT*v_61D*{MH zRpwFcH+z8+foR|q6nn~8O=?fQc+b|0A)5Ft zRqcJ%J&xy_)C*}VQzAjm0m*I-4@yHKG^r$x{v0XeZi{A6wz0{jU2iUJShYdURQ_n zC8w^%*V=s*VWR0&!Dw0p-dCzJ9|*NyxaJ;UrmRYrwmK!C4ACTK>sEV+)uPg>R$SdW zlr$HMFVpzPe97C4pyHzzn=n%YT7`c;ge8bGuon}0GG$KBFOEYw9~HDA`fOuhrRC|N z6eRYeS=>ji^b+kAG4privVXC4R=1ImFHbQ&4k+G&u1X1N0kF1ekADL-aj*C~APuUf z#qQhE3_>$QLjJF^@2(Z=m45$W7aFPZaQvq>j`_@Y+I35L1rKeT%qva}w1O(bCDe#5 zW8>ojTNF15as$<{UY|^#U=-YA0smN{t{h((vy0cP;znWO+ojWhOENWOvasG!JSen8XlI7RA=HspyrK=CVsVt6Q9*7T87dw-@SI{U1bKa(73fggBU+H^%4R5P`l7Gp{?JWw6J20 zj1CJB1lnBCK#>biQFMc{QZUG$46^v_x@gex6K@Pzg%4iI;^_MfXX&$><@zovVi9_{ z!8V%CcNumug;P?f6TWXK?^`IWAa%+}?jwdwv~S+WIcO_+5oS<-{;_CHLeSiArb%T{ z^BGnEp-EzOx@%C9a~MX~$crJ3RO`XfM5STOyPwMI{44)dwk|-aX4yyGj)NLJ%6-$_!V6?~|I9KnV>~a&xjaVe# zs~4zK{L~^Z{h577r-?6IzWpUG@60`)Ux^FTN<>`;gAIU6X^mk!NKhz~IMG|q?X$`H zUi&M(iw{b91LiZ{KG?9BUW>QWB8=a)CJiH<)YVB1EeZT9$LL`JV(!S1Bc8i95w4X zXEhANsk*~*UB4fo(bz((F}eR#W8PKZo_sMt7?K)@yxEwQ8rF&}VXx!BPT1eCI<^gp zyofhBb@+&w8s0;3z?i6xIw+gargYJ+Ps@)zUGQUq7nnmS+k-h^vlOuJKFph~|g{|(WEh8q75+R~iD&Qn#$-IT4eI|mOS6JRrw7KN0 zzGnj$TxSj}cFMiPeP%bJssA(g7<^e`;u7KB9$w=tD%aSEw-LUYQ^}(C_FBu!sj>G$ zXD91Aju`7|NwUgs&zTTUkxaSs5Qu6N8Gfk z`50j>{p>R9Q@=zW9Zz1<=gUjLiROLZo(!|GQe(ieMfbb^-rV`79ypLotye&~ zoO&W8*3=j~QHBy;JukY)%GXN1Q93GO$c#LWSPInmSODjtGwwX5A~=)#9RE@xf>ec4 zuC|FzH>IRc8SNZdNnh$dV=@+mITrRS-H)n{8op5@6@0ceFsg82cXzWP+me{bmMh&z zcLNP*5TtGO1(3a;ymVX`pv~wFhcA-5y-Pq!q!{HGzG1FCj=CE;x;Fx&6FF36!X_SE z;S=959NhKFx6R%kw55Lv(Z^X#c_qaSnW&LXef3uq7KM!HLCZOg`TQ!X&vxUg z(q`q`h;M%ovxp_cM6Ld!0dt*0hjz?G(t-W?eGnN;fd)g^Ko0taYUPH0jd4`-<+=NBjI`1WO?rQ)W1yTRTw^6^MXY~* z>~A2OUM%3~sTBGr)Ixqnh=E$QHfH*c5854D_GzSWC)lSu2hJLT(AG7RgZ`o{TWAR4 z@5aP36|qlEoEY27wLxfRTC>e4ZKMXFdpds?+yFQ#61^%#s74QjC|x($)$}hoe!)kh z$8vW#EN04rDSqdFX>;I;hOD;f^!-J+^o)AV>`t_1{XkPaznN$HNIq*;+rK`CjF2FXPc z0R=%C>F(d60^j%5_nznX{`h%*&p8~i#P?3;lgDdc_c#AbBIx7-cLb(#qLQN+zQGbMhIC`o+D`)Yo5{5&i;^jdUy z3JAC`xg+N^kh@#RR+)%Bbt%ED!Cul8ac8%9M~BHdZeP@J_aTm2ZaaS~0!8(O9PEhu zHa@c^VCzQO+k+D*btaHz8=)GE=LVmy(H{F8U~e?vT*47s&z-M zm!{s${eJ^mq#yNHz z#)klKR6D>&aGOCr|FV2I;|tRn4mEGR>K$_A$XP#wmkrs9cMb;WX&ASv7b`8>GRoeg z2ju%W7mgPyiA!iq&!8d}mi4g><^ml+U3$CjTwL|?ny;Yo~JfGocrKrHPC z@gu89WgfPv{a+s+Y{nkwFRF?Wf~d-9@23Hg#(ej-Il|&5_+; z3I19;k)LbcP=V+~^2y{LU-&_0zZ|S7@uApJjrIG4i=s2gD=pS7r+S&6HuQBVAinc* z_?h8+8^w?RwTX_0|81= z^-rr6wKYgY+%)`on+UrS;A^$ZNAIhAaS-u5y?qX}NE-&$KixsQc>D|-@eupJJXY&5 z4*nzO3NF}5$8{X17xbrZ-2dtz!S?SC626uGF=#JZm6OP^-wdjmqj@Lf2b{-F6cC9A zSNybIBCJz)4DaR8;NMFC^hHif=yS4zaK8Zpyw9DM@a}3l14U>KzL)q@`7fg7&H#qg zG0u<=ygo*V*am#VpA|6R)Xf1K)!9OLNCdn59mB7@PfNTqxf68i4h8A71Ryz>`V{oP z${WQu6#b`Y5&1H7?ikzN8As2Du~E9QzE=B(JbnkR5u|gI>T6Kz^&`id=j(~Tx&`{< z3Ff!p8ikgZXpc$d!C{@XBo(jtasJQl@mp-FR6lW{^q;cHPdg`6Jl;CL-C7!p$GS=64Wmj(3?KgquHytKUMfIi8!p3palRo8LmPIi8xo z3pZ_l)MBT)z~4bz_!9x=c-jDew8kgu_Wv_^&*vus&hgaz(Hftq+yC$6J%oVsLQIJW zY~UazRYrS}p$re#c;aBR)ARDi((sdw^Lr_?myYKO08kP+RY8cz2cLP>W;kWvcewcQi!FyrXcHcEvRzVDsbbTt}V@7COz9sW(w;v z5T3#Wd}0`>!73)4P`&AVV z04&H(Ymxe-s=S!GLg7Nvdxyt1_fEl>XJmx)@8!!?+J^|YB8rgM3qDYa z*W#b%k-YG|=4HJ;zJy7&y%6)%c^#l6n*5UvffiBK&(jC{ZVNI;?}bZ`gBE;E-gN|H zAoblK2Aaq3i$XdC-t~(I0;$n=c6pkEU){LxoZG;Lg`{6zU<*@yW}A&|?0>ye6@T*( zlZX9=o|6xzP`bz$%#+c2z9pE1&pt{V)AMc3>zr5CYO1gqfKN|;Zwj#ZQb#i7{$2Lx z9lUWuxX|aBJ*6j~&d4e%=5(q5C6K@wxttNy8Oce>o>Igaq5K=@EV@%W?HLdFH_&}J zr__JOAN~!r`Q=m2a5l()4eed>vqAoAXc5gD0l=QEE8dt@PD+S)0Ov(=5rG-D`HZiA zzg++bJ+m}>N}ezx01Nh6_kJ9#G}-Dt-DypzH&>=<%AuHaMf+ zxBuSy1IzWv!}Q|A@1%ORLH&#-jpBcidS88Fex85PZp6e~?Uau7xBH!6+Qd{ndh?mL zhx8d6XBay4vjFQGKcM>!NXqMkoX^$h-+JNwHm-f9gz(Wzbu&aD8c^)hxSeJTyMpyw zDFfM@x@{YXM;)kjTdamV?NG!;)z51k!;(>4T1TE^3*u|D8wdOqN3%$!agSR@7S$f< z<}o+zEbiV)WcF{bZ=SrBLU>qn;M+LDsWJLNYDHi;)q2}{JDPXk8<+E*YnZcYcQ@-> zbPyh_DoX&tc)dT{R3%r<$6GO9UPOc9WuyoE1mD(whK zz8^Sv6F&4VV&h^6B(Jqs6ibH@{t$riD!pt>$y%E9cAuZKi3s&o;R0`+ub&jqQhTadc za)PL{L>$C@uH0g{_r!2(q{GN4!V9I*P8+Hvlew}8$P6|#tD$pd2qdsoIr`T1oj!N84*EV5IShxtBKjy`;;s z6YK&)nfDXIKl(Z-z=z-kwUiM|CLCF77Jfhpf8ZUV%4cf1D+9@{;it_5!Y^!5t4~Oq z(LCRbd@}D5lQ`qq(7A)ZmrZUVj7fdaWaPp!oEiL1f$!&1&{AGd5p6`VYgoRl zIHTvIc#yDJFrY7s+j-F-;JNsqX z#H8c|>O|&r5nCaX0G6y&ESuucjx^xDEUu5^O^Q@K+3WY$opdM&-lxh0uj~);r@yi` z3B$|@^01i=0zbKCzup2dxC&cgvA~~X;o8}_(J8W1Cq75kQ@F@`DN^x5AqJ-;syOc4 zQ_9ThvX6JXEiS3c!<_NKIRukU+yun*?4TYS? zX-kl227gyl63Imt4NVGz$iMCR(w9t?%S>F+oUU$bBKwg2-023X;Gy;PoC#D0ZGtRP zi%-#6SvfV+@pRDT7VdcPN1>YB$MG!obn-|Wt(d%}R$I1o)36BSF&JOjXq0}p{=T1-o2ut!!F<1$;uYHy0bU+dN&~k*8XLU5TeL8 zd@u70%vQ9mr`G_VL~=UVFi#X_OPG&cl+BE%tL_oVO>-#-E$nqqgTB6b;VZLp=mpv9 zPXnmfr9Mi{Qc~>XJoSGOQyO~P1RdcBtXYu^cqj$Nr4fh4DEE<5N6=Xw4#)KeDPY$e z9B4o*(otBkJ1j}r@giyP<%8JThYEOU^2~~s+Nk+h7-zUOhy`%pV9u@ObpFGL5Cg2j z^AtiCT?+-imNFCW#ZFanam;rf0deT-XwTJz5MY5nU}p!{e_#N2(L<2x$H(6AJyywr zwJ$HQgVlQX{p0CUZn=~_Bb=Ulr5s?vjj>A0<8@@<*`yPuF!ETZBmd^-be`Jw9Ej5u zbV(u|_YGixJuZ~2;qX!5)7nOoG5$DbKFBUg3xY|VlQs0&$-A%2&x^d!q;6`-?_&hDr-lh6>%HyZsy9~o6;a)r6LdM>ZL7d85#E? zlF7Bl6`0KCFR~p7@Ut&p2xRj~BuIj5&(0h6+)H%gn5%s+4la9bpDQPrMlA?V3+LZP zxToA`?-+}nM?%`BSwY(=GHWfmyi%xSU~2|T3<8#GhjKW&G~B&E47oL>M^NG_#)Gr2 z8In2PTDrT>$oY?JguR8pKV4b8cLH{KDQ(idDRi1tTwJTh29+#?Jf9hvwn@uYz?WgQ zAx(yjBR+?QpC5BoQ3Z}%Bhp;3$f=6FG&@0r*Sy@jP510qSN zWTyp!>fCoyXF#TkjUsEDW@rX+fas_I&5V(0U0`r;s-y&lr!qg@Ue@FM(l7mZt_|+h zArqPA!f$Dlmd)=dfguH9Mvszr1n}*4G+DuS9l4=05_3|V*2 z>FG>KtC-ChS(53>QGBB*mpAqFYz=D+-s;Bd*0vqyDqCWv|%BnxN zAB`&UoZNNHGlR8-I5>}{1!{))q3^A7VI-sO5-jY}OD2D5J2$w9>#9*T=XT zcWCEtOvQ&4$&yrV9^pA2*81p>X>c$Ea!2w79R-97!XowLwsCwxGMr($kwA57{}Lwp z)AZ=u)ps5q#s=er#6?4$7&VLRU3stFyN)ma!LhB}3wn5qL!Lw!8UlPNv5wu&uu*qi zY+aUH&-iSgMdTtIs_Cw<(c8)++-^4vH5KCKbPjf?Hxkq)+sQqIN2N=`F$m<}ZqcG` zZZ2K9S~cRK=#@PlWMU#BtIh9!m>I z)TBJ~0L`nRJEPXA4-kdKEyZ|UbL2xf_wR$pJGr3-8ZCnY-L1`G!4z|Bx%4{Bo+*|w z_0iyd_qY?G_UrgE04 ztX3`AlhYt#arhPyDDUHI=`OKIf3~&B5O1|0#YDOkC|w;pM zMqmg}@VmPPB0=d_k|`PI2Juj16>)=s(&t0gAnx7WyJq5T?Lo7p6rHc!9kyg)YVcNC$cZb5ff7{TH{7z%j3mFk5;}kyJJeHIQmLo znxr-D04Z~Op|&>Z!bh80VpOA)Fidz;3h#X(cQuQKTrkwXL$~cIMe(qfxQ|0fr&YGy zrkwLIyKyKmpeflmEWXG6eT9td^`OenO!>JP%xnIcFq`}B4TUTs0j}!eGIe<)+S@ZdQe4qF zMBQFNokTmL7YibqeXAlC;YJB1)nTO1$K<9b~oc7 zp}LT3P}*Jw$Emo2d`%P0GCKOC8F!&KZnBUqvI9$B z8NTb8o|^Xz$F_#94!*D8gRUFm(y=Bn%r{@>`HZQ-CGEMsi8x3z3(%LM2nKLY34rIx z{)+ZQZ+(cZ7nb~?A$+2{X7m?g7fT1WsA`!nGFbAkl;X`w2Z~m z2ujn-UNrlXPYLPmwzREuAA2eQ;Dal!AlKfg^ZObl-l z;PbHPS#^3X(eqJ7ac0d zLjOuoK7|584sS9tqUxfIknsqL^`Cl2(Ar;qSvFwOa=>q#Yg~+xN@0;jf)!QgK#bQ{QW1|Bi#>; zWBETzHoDUL!-BJD%C4`5;H#MO$Xt`5WMC9B0Esd=$y;^4tq$4gVSV{Z_3!hkd%@XI zj%^GCea@;2sZkoh@sDkL>SEcGcKwD;plB#CPb-SXT-**j+Kk3+Z;MX_#77`l4>~%?RG1i}PhD#B{f;B4L;-&{s6RwsTtO5DB4lPm>VWQfsoQ)fV1s|i7=sIMs zyl)rOq-D`9viEN_?p#Mlv%dcseFJB;S+~+t789Ilc1IArHF(`=W;wbbjl8i{xHu6% z7#IW5_S)FH$$yUyE&q0z1pTM+01f#kTyAI{_hMB%?1*PL)fO|KKjYEwsbyXkQy#~ulCS#O#rCa7VeN+?}AFuJf zghvJwm!RKSM8rPQ(i6^K<8MGSW!1~i8IjleVAi6&zZkEYTvF~e(Z$?Nsg!^-NIZ!hVxxc2o*h{!ZhaQ;KX!F z9DKy{G4VC>mN3#8?wb+6gz zI|-EE*R62yD18@O(5gt$&QsU=jbDiLHPmc@mwbWuZWdNM7<=5kYZ!%1s`8H38)x>t zo!L6AM&M$?wws+*{Z1(1yCo~5ZYg;mjTgwQ%18R;59`e9`=(6U8GXDpR>g?{vCH)f zds_;rf}C5rJBb|Iz`-B~_B_Il_BXP@1dm50B4pm}cl9e9vBapT8$9xt798Z4WWQt| zuO+3P$fR3Skv7O*9A;6;Qyz_`MggsyuQ2`sNlVaX6NH#VMi_5_lp{2wo=);MFCJF$ zV1C#Cw`rBn*YehiLT9fTDc$7+?%fukta;KxdiUL^Ucb)NyN_Kw*Rv!owiRHUch$Z} zk5wjIEMrBM_x#*moJ!IeEzLz71Z`^nys%(>M=E^Cym_iR8;i3YVtp}X~D zM;Rrbtj&m*S+UqRyxq3lgmtYR=I5|FWyvAS9}Yi9#B=v3kZVtTKI(;0Mp2^SI!f33 zrl#FDGaJ~sG`Tpx2$K1fe1!{*qZ8vEK;l&E9(HOVJcCB*I5T4WDzu;RsS)GVuR=F)oOV Date: Tue, 4 Feb 2025 23:10:45 -0800 Subject: [PATCH 2/2] add local inferences to quickstart on modus docs --- modus/quickstart.mdx | 14 ++++++++++++++ observe-functions.mdx | 11 ----------- 2 files changed, 14 insertions(+), 11 deletions(-) diff --git a/modus/quickstart.mdx b/modus/quickstart.mdx index 82b61a9b..b41f7152 100644 --- a/modus/quickstart.mdx +++ b/modus/quickstart.mdx @@ -200,6 +200,20 @@ learn how to use the basic components of a Modus app and how to run it locally. This links your project to the Hypermode platform, allowing you to leverage the model in your modus app. + + + + When testing an AI app locally, Modus records the inference and related metadata + in the `View Inferences` tab of the APIs explorer. + + + Local model tracing is only supported on Linux and macOS. Windows support is + coming soon. + + + ![local model tracing](../images/observe-functions/local-inference-history.png) + + diff --git a/observe-functions.mdx b/observe-functions.mdx index d7f89a15..20792e9a 100644 --- a/observe-functions.mdx +++ b/observe-functions.mdx @@ -27,14 +27,3 @@ From your project, select the Inferences tab to view the inferences from your app's models. ![model tracing](images/observe-functions/inference-history.png) - -### Local model tracing - -When testing an AI app locally, Modus records the inference and related metadata -in the `View Inferences` tab of the APIs explorer. - -The local model tracing stores inferences in the `/.modusdb` directory of your -modus project. To delete inferences for cleanup, run `rm -rf .modusdb/` from the -root of the project directory. - -![local model tracing](images/observe-functions/local-inference-history.png)