From 0df415c2d340e17376b54b72f926e7ca9d6130e6 Mon Sep 17 00:00:00 2001 From: James Azam Date: Thu, 27 Jun 2024 11:21:46 +0100 Subject: [PATCH] Fix deprecation errors by replacing `reported_cases` with `data` (#700) * Fix deprecation error by calling data instead of reported_cases * Precompile vignette --- data-raw/estimate-infections.R | 2 +- epinow-epinow-1.png | Bin 0 -> 41175 bytes epinow-regional_epinow-1.png | Bin 0 -> 59770 bytes epinow-regional_epinow_multiple-1.png | Bin 0 -> 52934 bytes inst/dev/benchmark-functions.R | 2 +- touchstone/script.R | 10 +- vignettes/epinow.Rmd | 159 ++++++++++++++------------ vignettes/epinow.Rmd.orig | 4 +- 8 files changed, 97 insertions(+), 80 deletions(-) create mode 100644 epinow-epinow-1.png create mode 100644 epinow-regional_epinow-1.png create mode 100644 epinow-regional_epinow_multiple-1.png diff --git a/data-raw/estimate-infections.R b/data-raw/estimate-infections.R index 6411a17b7..4645f29bd 100644 --- a/data-raw/estimate-infections.R +++ b/data-raw/estimate-infections.R @@ -25,7 +25,7 @@ cases <- data.table::rbindlist(list( )) example_regional_epinow <- regional_epinow( - reported_cases = cases, + data = cases, generation_time = generation_time_opts(example_generation_time), delays = delay_opts(example_incubation_period + reporting_delay), rt = rt_opts(prior = list(mean = 2, sd = 0.2)), diff --git a/epinow-epinow-1.png b/epinow-epinow-1.png new file mode 100644 index 0000000000000000000000000000000000000000..1e451c2bece3fa8921b83fe00146d72e33197319 GIT binary patch literal 41175 zcmYIPWmsHIv&4eC26xvWL4v!xySoK<*AUztf-dgv1b26L5AJZ6K~EC>h)f`quRA_xfR?8gfl68K3V<&rfB2n3>qkdVBUkeHC2wVi{K zy@8R5n2D{4gN2czm>>uUM`WamjyawRI&XS&EiKu2;A~-G9O4^WLY=kZRM7I_n@O$B zDqXyFoj}ac=~|`*1|mG>*Qc`I2H7JGuyQT`@es4IdywaB6v^I z(?%uIBvOFl?(}pnpIs33uP@v+-oKljRLF~ghOGrJmT?S|Y@2|*Vf5AL_(2Ff55g=M zKEV9`W}QK_joMoeqV_op=}*l>YAkb@o(LUP$z3AqPW?L%c)65 zM25bWrpc1dvHi)cQ{ay)_i>_tzM&AH$x=W^UNZJZT&Q{r7bqcFwu&C`rem7~h zfVm_E(P?c9c7VO){cWV;*@k!M1Snyj>Y^>0O*KQ_2y}Dq<{s`p7k;V#qL%^d?4y_g zzmG%!vbjw|U*&O6N>C+ZK@&C-sb>Cl;418)X&=)R%=?_)%z|rSlC!|{hXCDq#Lg9p zY7y^mH9%If;Hw^eBYHnMPl#>?ywf0)^ULj%i&|zX^mZI4797q`az@qqOTj^3wR*~Y zWW5F_-{|etL7A2KVbJW(Y@9v$c*6KIZQkD)DUn0`-9hfB7)<(T!ZAch7G7HVc}1`| zhvvD51?IUAbDO6dJ=BkHAdSkFZ-Xa?Q%r(|@1%bwOL{KMRY=?5eca7UohM;T?MY|9 zNH9vo1wP=B#P2d;6Xy}dQ4T2?|1_TBl0;-1NFs4GzHXkHbq6I?%w~^hi#T)@=zlXa zPT8!R=#$K5M_!y*oUj^BT(H&U^0rlrXcbk>Zk=~Law0Rsv7~nzT%OHzn0W8eJ6NdF zJ7Cv@e}nP?_dQurZDc!P9aV+(Zn4w)Eq2W#Ys_0fuVQUboA*nDP4x+ka0JA=*{v1Y z3{vZ5_kM^k&T8mBj*!B4XMLA?Gb^u~ys*OdPWzIbJBg-D@^*B5js|Pd=NEeDyQiX}^;t1yf_%*lHk5|ZuOg=K3zUE+2PFu5fkt7Pj zj9ZLB?m|W-3PHvbrz%|fYzouOFWV`q3!2qx}8r$FEq( z^1;VoVaq`zInY#KKm15?U{x+YF8zClu1^q_I_5?zX-zv(-*(SiFLdu;F5R?CO4mGH z!}<&h+e=DHoF_6z5N+?H&#LW~JGCeETBBDUzMM~#TXnBnzR&B{dd(}7`1~Fy_pCyG zXkO!MIGAVI__0#IbH7W;r@_#?i<(6tBB`1Cc522K@7lJ5PYo{F$i&CTI5sv`u_hlM zA3r@iOLlvEdnB8D-x3`BX(sD6U~et#%un#9vbuVz9@ojzQqqezo0XMy(WCt`+oyA* z?qHs9^5&-QC_VkvNQ;e)4VN(gO#CkTp5Tj<5GEFujHm6bovEql@$s?ti5?L$a^(VT zef>Fi#UfwBfafy8_g3H9+S+a4H$5X<*%?4Ecz2_JfUg_Taa|*i_L$AP>NxM#pR7Aj zec#{TAKgf+^}XxZzy5{}n`%aQfenjLf@|B9`+`mbl{_Nk_xxuksi$UnWN-C!$HTB* z?ex`A%0Oes8Mo8$B70?L?r#2hM6$D8{$8&@FPgTpP0_afR+ZD^#@u6*rHnrKq}xo2 zVPS!X&m6MKss4YfBo6~!ELa{?T4tpDZ)vGGz)Ixd5UaEPTe%!mWP7uuPSlv`FEoFb z71~&MbG6yA;!~6fw?wR+e6Z#&mUwH?$D;F76K$#{*i!#wQzD$(ONYVMsr)Y%pm+WK zXlA*)rgbp>iwS>e;Dg74epaacd+s2%e`#fhCL|=J!+Iy4t8%brl$y#w{>SxQn56uQ zP&G*^HNc_nmR1`5cZod$s7i5#004pd-@ufafkUT#JU&_c`w)8=|Ao%C+v%mHBSou% zrJwt`N&C(-y0jnvEUygRcHe$MU-D)xW;QFhhB$kh@e#AY$C-ozN17-UgnSHJ_D#~F zwbcg2f;!!ieeJm1&V|sA$mqx5Xy6XEF4}@qgZ(jcd4I1cCW6R%95ovTC>7C||F#O% zoEDH685u#16kUiKuI^usmSlVqX7=;hEI9k_iDGGLmg2Tvw>IGxDp^oCkZ*gNBhy9#1KK};F}sH z)42X*#;wZ>4Z8xTyhm?W!tp1VV)B5*+O3$X+7SN z&NP>IB9;2$b>6PHOH0ry^KN?cW;;q-CBZ=7j}#)~B;gnXxL!Y%>sfq3){0|^P*Ozu zF|;0nKRr1aQ$NOrKU5WfW#0Z~!ohlW%uht*?Ch+lXLrkeX3JS={LZ1;h%U(V8NG7B zYI(F7O~YlE5cv`~k-74Nn*(23iBAbvN&tZGd7K9CVR{VrJ`9w*z5e$Iplz)pZHM}6i0F}yZcJ>Y@TyZRI!+9RC+Bzl7u56pgJaK=s?%7$)(t6EPJZR6b z<72*!^|kYA_(PEY$2~tsrV1b1GHga2MN!3(n ze(Nvt#-M@SuX|QHIXUgt*)^Z%!#abjH8iw{9`opG2pa!MZT=2OtxQs-n#=0{YVrH& zIFWM^fwesJ@3r!A&^I?X3C5jkr*$;5GC3LuYQY%Atb~Yz(vytN^#n)3hBiv2&S-9m;EX+Caw&2p-j_rkGFj}sLZs#@?n*;8bgut8m~h#K6H z`mH~ojLp9Wjucb<{mOX+cvV%-t z3kYo@=1J<(7bd2H3HP;t^F!+YMg!~TH=c_LGAk{kd0hstyIs@>zz3BsPjy+i{SOJq zgMdh2)1P0C%~5X!lQ-A)AELND-xO#s#z1i_c2mRrui8P>#W8c_(AJyU&K!NM<{ zEtTaf5X^h4e&@v>qwpiCDu+g&e_5W-wRzhu)*w>K{p4jN11U=wx&-UEG;F_ zl%;X#1$JF}x#vbKS7h@SL^ol*J_J*lg((G&&EN>$Isp@Z_vkUV^#!OlK zbQB$gocoRBJ~}hLx=$kn4&5n9TJsud#StZxC;9-yY70gtH zi99I-3Y%?PB!RT30m+~6{b8WS^aaLVt;QMw>0_d1@gKSJPa|aZ%x8if@)5aGnjMku_`HOB&hvg zCe|-S0S2&G{Of0NbYaVpKQ9UJ{LQ9{Wp&m=OHyj~$g#iEF=*y+AgB}o%*+}h ze@A^LyvcLn9{n>a%GM04;dQk{UX4M(*Rcribd|VOtF-`^d@iM==W*JL4E~-GT7ufs?mJLj*#vUHaXQomm?JumN z5(xC~cVN)0GEO5UklRRUn_JP-E(@kYrFOmAi10O7^AH{9lF^g12CQ*hf z57s&G9!aPCEQ`XT)QWYU*a8k59x(t+hSI>=$f7}3y;M03o~C95H6Te=Iy;%cdShWe zf_rB6?9Q9zmEy8jSRYiiTHMjmv2e|){qN4IApO(F=reWuRjOQo%|x~0^MMR5KZ`oj zHiR7;74Cz7t1C~g;f?!AK4Eb8JxLA#)LJq%X#SY2Oa+qOga%y9DlxVTcT8)Kqd&m0 zN)?O6S!m%e$mBqygMik{tMM183^vOaF;Q9Yq6f`kb-9WMRNp)na!1*!IXpgnvEzb~ zid8k^+VVQ!OfX%Unq`p5VReE%(9sy$7dP|O#Hx1mJ#fH(`flkWorZ&3@FgO^m7r+k zzp2I**Z#!Ywv?x9@2}&}63JB*L}2+K5wEE_B%bWvg9L{A8#o zNQP1wGa7f^!>^4kUe|3s(*72=PrCt8yza^qx})yDYDP7^sinJ*gy&M*p;@m?s!@w_ zoQCqz#UQGc4l#YqEyYt>(<)CvP=o+o=E z8s&T^l>A>Iz)V_Y1DiN}b7tq;n!)j1koP7RX^7G1G9p1YuK(C`<2j27{dr~M&1Ja3 zP$%bGN^D2;=~8?HrX`6vK#2=iYZ{R_3WQ1&gax=1BY$YKv#>XiyM4eD9yA~X==TS2 zcDWlF{tKkC=&puO&ojMboZ!nB@HWU%Nb9`~vMeG?{ z)y?MgPkS}mD2b)D8e$&*?&W1J6x)mGb9Yzf!hU75l{`{EQsCYAj3ox(DIL=u?_B3q z)v{hdphowxy{$xkxb)d?T8oi9)oU=*>qs%}x!6y)OL}{I%g7qKb2RmcTD~7TXmloQ zz4fZjD!>eR@f>$zv`rU0J3GVhS!}NKxh<6lme@2kHO;TbAg+&DUe>IQ*68v@;{M~; zcA|5^9FYNW&~X9-Y6_9|NxbFt;Kk8`zSrrwrd^-OocE|f>!f(x#Z$|Kj*D`~Un2;= zpe3M{JCeDD!>r$I4Pw5!cT3{Z6RQCH$IQ~j2E_Pa$2#`KXx{or;}P z9|(X?DU&a(u95`W4}{E2Vu|Jiyv`{sO)W-s6g6;R!-=<6($lLLG`t1J;^G1-V|kkj zYqt#eR(g5@SV@ZJ=;53#Er&N3CS%@$yL`^IeP*n>PqtLw)xQLKJJ$MIN8H!r_Pot4 zETn&Fom$`C{$(*y{&q>;SWz)v|906I;%jwx&}G^`_EycaK4TlU^18FZI3u?TtWy3H zAy$83?~dRBOAucmhVR<}=MZ?+1m=mmTyWZvoyi>KA>_1soj|br>+Qk_OZKC5^UKwU zQk1oY1xkS67GbLvQbR(#^<@Ckb&6Ol+VaM1Dr%ju$kK@wTSCxL%dQyc`O=2A)pIA@gK&yUbYFro6%&N!^0G=E{f$-j$|_Yx*GCB;4u5NBgFm)z1P)O0f~ z6--#9?Yib{I#-)@ONUk^th7R}mUXS2nzRFd-0ejQ=ch%!z+H9vRZu%2hg|YV#BX$1Gr|ymetzzSNL%WymOU!MLH9J*D4DA0ACgn|>rXUG zd$2HqSgVWBfVe2A3P;(H(nb1BH>?BRmzky zQ;yFKRQq~z(wSnN^U-b%QF-Lrk>fiKJf#C}AXXns1eW|R) z?(5AQo<*c>oYIl{nxAK1tqZ+3r+C1kVp6PqM6(_igY25x1lss%9CN2&Aj8=W>!NR5C3(KTnD~BiwJL*A0=JOJu*?v%;n^bgP0 z4t^~dar=D4`M;@s1nN?3zN7OzzhHpHEaJBIiRiwnMtjHr`)vMrcHBl|xdDCa2r4=| zMs984ar07mTNvTz7&gcs!k8jz{~HR@$56Hsuh*S&&jp@FKHa-V@5od1#7{&14m z{V+Fl*iPU5r#O(x>f0ErL89v{Hjf}v?Uv>rhM16j3Cuq2G2AP+NU%f(mB=ghwv6Sx z{*20(A-ro>;h5*7HRC<%rB;Nyv<~%J{g$oZeV z?Y|0CuG4U3)7K*yHoa|lLbzg9+gxZJ+WS*^9R+X-mf;GH>vWee^Sm;zbF{_OY%6*m zXF=5gkD7DM4V53?6(}d#0>#X=9$L%2#JJ!7KgGtKlC5>B6H1i)tea6Yg~ulC}tbP&Y9D3E#Kt8qfRlAD^uX1xkRbs5I!p%kg$6IbRcB1aTgSpNeD*)=iX zO(oGlQFm(3oya4A3P#IQ*&heuLpTW?ags3Y0>}!Z@qw>PWr{SKy=QQr%&|0+4zT3! z##D9IOY+iaV|fpJCrBqPU`D0?7hS2qk}wTBJ;08*ciR7M9ikOgQOm)(oB}NINhyKG z0_nN?b;QOcyhji}M6v#$I1W7Jh_xAlx|#;@2we=z>~!qd?mr^{3Jf5pHz2A*#|>7; zAfe{=S(Oql>>zDDP8@I~Mn5yht+HPc2LLQ9KFU|_dXrvnWs~%HD znL$+ltK^T6n~n<8jZF({^x9N%3tL$l3^Iua#KtXbRAhcceAQAb{u#{y8=>@g`?Nfd zCu+ihuT5_{j!%J-4-_d&%op&QYI>BENWqDA8e5}T&Pq>!d^G0@+3mh{gPxR>G?CqY zB}^rExohz}d-tLsAfJ|FL7$vPe;*JBz8D8t*SlOHn=0t1K!hr*!Nc?|RVfCQ-cS@l zZnqmL!+}KSuj!F93Y<4hW2}_nguV`qS#Gt0<6vf!EK8d?OL^45%+E5X=%R1SC&h7D ze`asYWs}U>2WSsoXK+bgUH`|Asn~(44(1kyNy{+ttVRLYhzekurhSrXZcb_$hS?ia zrV;K4LX1D(t}>WFpf7EPCGT#n=A{CReoJ^9R9OROTIM4<~rIEN+z@@L%E)j6Y6jhXII3xLub=76k2zRX^fIn|B%d=>zzkB z0%~*pMnl-x=c2OTR3T{a{a5Tdb;M)zhJL};hgI^fb%rkIDjRt3TLK!~ylXlOa7~8L zBokYl%^XAJ1y)Q5B)_lcqCpmMBG2A?>E!jAwXd;rPjh&?^TL$+r;i}Nwm*H{=@sx5&b17H&KWS#YP*(b1 z%TevyBW*YfD(o>6;iWSI>w_Rr#|Jn1m`2(Q=6QL*QN2aqP0{W`9jj}h%@u*L>_053 z@8+hSl%!e|LxX~#QcUhL$4S`IS})}iP{D+*^S)nTGSa4s%C9~>GfSb{WPQfm3_T4c zkFJTT6E&2YTJ2me$IKFoN3xJZUF!WW?dN>poo0Yq9c+av>efXMWpc6helfx6BC!e` z8#th!y97otz(F_Badc%Kv7cAHu#@$1#JHPIyZxR!aY5SoeBzGh+ z|B%Mys-;lp$EJHhd3YG$WBBHJPWSF_ik(X{OShTOQ`larwo8aJUL4~SO3ea3ZlDI)O5&gY^>lM6W#_L z2>oehSF353c`ORfEslmI0E(dOo@z(XL-#AYIg}X)^o7X#P_d34h)I@Tx3tR%cORRD zq0Fqr8vj9i$wySp(HA^Y4TJogEkmupXB+ zjvMBJxhzytKrl^R`uAD+K{S?GOI+i8PZKr$P*39i19(J~(rj8fB!n(TV3FKfU1j2uX zt&A^P_V<2DSLO8ewg^br$G-+h7idKHs(~jo9JHKh0C$1D=ZEat{(!Z6>g0OUyEp8Y zS7k%Mx;FH*HBIgrM}8ELK*8i|nJtGe?5Eh!tcf6BGdcT_Rg1}h$eDCBN0B$ZJ`a&x zse@gJd*0oEKMj(lC-s@l8cC6v?8#@evSPIH>Uow+#e$W8NKmO0!+)4Rr?z&c-Xc;_ zL>j{qpxcc1BqQ~m5Bh2-p$?+cmtxBYD~HM5#@R6HhqPp!Js^QTeDmQlc<$FOsB!_e zZc5G9%E!V)JfZXB&tW9WKm{1Mk(=J%p7#c0N%#0B=}5J`4NaFM*b^DReh%_1b_iKo zl>|$Rr{-7m2RfyxcnC66-+nDm^4<9k7ppI+;E-gu(;_VhS)h==!NjNXPaJjt>T;IN zdImqEA?~o8Zb*NqD_UlAg^nxQxp?$Y&@~zm%ro4*C@Z38rQ(m26a!Kw{4J={nHw7` zKahnVg-YdPa*h*6YB%VhWd%dc@i+?_>OPyX$a?fJ=taz~^qiqx12&&^hRO{3(j7Hm z<7P7P_|v8!EXzv%))oJ9%0cPLXD!kz38b!9T+l@QuLcGV5m_uCTF|OQq8$%q3E*lAp{vw50F zHvORpkRxP@A3U{E2ucL$;VVSeXx5rq)4q`h4Kt?(eHu!YRjS`!z6Hvyy~&!XAqDGY z%~R&wG(`$A-0||%6M^W4JiMFI11BDTdD#zqAoK6@35K2R6sDiME0e4TR1gSA@(dBg z+~k6y2PLIE0U}B*zBq1)7)&Zs7|b$C5GTzOrw=-{{WA@6Qa+f@s9KSqcOG2Q@B2Eg zS_O1waX=me%8^#^%Pc;Xr7ptBTpT|c9gs%Uo1>c+1{`pkIblDRb&pE2FU7ol7#MMa zn@=Z|$?NOuamTeQnJU4@Uw@I$5`^R4`O5%c$nJi=jgfgOU{)9uw56xY*~n(fnfS$F z90uW_J9v0F1uI$DMARt`fWvL;!B(ynTYZG2F^by`?go{yREe=du;!2&p^;n_^({^k znHBFW3=GDFK!VK+pTYl4*1VBRflGz*7}4aI*2 zApWAmi%2T{7f}o!cSxpf9{SGObGkZV`^Imb>jX!#bstHc-y;W%uj#zN&)F(wW3RLw}(cYICr|oWS8tkO~ z-c*>o8T_J?zvd5>=m&w@QCZsOJu|lsv}&X`;)=vFSw}P+PqfvOOs482k-i zvw(zbOQ;ZpO!O6TRL(e(xnX(kUwQBY`y&j!oErdkqgZElM+vIxS*hZmHBY>1Y5~1B z$gPxDN~LJ9Nwh`aZ@Vw%5Ok6UrUNrkg*Z^5TQ~%Ivmga^AV-oSIl{=rqQpNXu|#sF zFZ|$l%(%un=4~%Y+^FK6o6!U$%AF$%KWV0|RVk~PEH(M;&{k{=O$v%G3qVpurhpWT zDuTVPHt`b=d$G<~ZT`btG# zrKxr7J*1PQpBlwDPLVt@`jZkoDUMdn=g*moy)1Y_M$=&pP(?^U1lr|N2bwlga;a7x zAYL7*+MUL-TtQCh$BB=#w)t~zs_Kc0Tc05CGz7$^_KGu7W#w`vTn0at?LMwJq~7KO z+2tnKhvg1Zy_&9XqdYG@mLNL=ecZ!ikEB$r?n;sqK3_^+r&vC1%OamP^N^2*mJ`Hm zk3v2n2NhkR1l(mLAD9}emt%NDAk}djD9xu7YcKRmFPmuUzDKa2z!FBuykGu!OtJuI z`~?I=YNp3;DEEBHUyCu3_yA=|IDfUaZH%-~P0eI!&(=)ns$DJ0#W-e_qNV7by<1w5 zA?#19KcmU-lyPXrYHQKv3lr=#0cb=kjjO+@ah(N#xA=kSpZ#`IG@PJZrzZAI)d@Pr zG^Roa6IV_xGbFbA?onB@9NxNyELJi;Y&SCkf_Yxn#Q3tA6N1SkhrVuk=D%Qp0d;=F zoSCEY?_hE})L%hlQA=aU3>kKrfDPw$l(v|w7%w78>{m?;!7!U{jwxSNp8otFrqg`v zz(iUV;aAo<3$Eu;uOc=^%L`qkD}`?->0>nKQWWG;pXs^rwV5IcU1-!3)c5+SDcI-u z=>5e9n>0jDH8ljtX{y|v|- z^kH#*seSoa)9(dcO}^9+ilNw6O2h2sTc8k3v4rX$Q~CqfpYQ#eFF7kKYx~^T-?Ip| zz6&JT@fx3sxudAyn@vodBd@cVlGd=-F$Y*QUGgPUf+-QIE;z=DdYATz6OqAG#gc&9 zKXeiP_-?-<6n^L!Y@$#@&4|1`aqBL@QINxerxh#H=Q8hk(U@RUmll}~OxJvw8pfY& z0bp7`eP}BpKf4-eXYD!Y%*Hb`z^6t>e{w%;2JR~zvE9x4DGAelwy$f&5PsUc(fQFg ze^Z8Q@pTP>-jpXX&zqMG#P!0OO5h4PEJUXJk`2NBQ=xk3K4rXnnZ^B7A~0rwEe0=7 z3!O>w#Wh9*4Jx^iV4&{r&l`*zujj4{tI+HlUbU+ZBlHf>XN@D?_iK%&trb)R5a!q9ymM+=W~%ke`qf%ro#to4HF9rnHrLxt>g*5cJXxKWc z5I>;&5BT069iDEEwvQ&i-WY3P97nRRQvt<0xo@XRMY2P<8xNxHV^+GPj2=@F)8~1# z5m2D0%rR7akg8;6yNomXh@>=4kV9V+2-M5qIeyu1pva?bj|`@!PSr^^6HN64N=l`G zNW6cf<6px1Y$rarEv{$v3&ZXA>$I-x?gweL*D?oidJh5ch={{8S$C}NLsGhice(XI zKf!1A#n#+B1^@uC4REOm=P77tN~#Nt+u&-LdIITjMRmaMO`1sIRaza@u(v6;&NR6+ z?D{*C=&BO<8QqL&of)Dc1?ddQy7mSEQLFBK2#q9weovFcm4c}=+nqsH9h+!X^8Dz^jz5L zarP~@{Rof5%j!8{HdNm_A1~S|s+jig(^G5N3FCwBZ4I`%dJTK0*{>OoFZ)eYs_kmJ zc2=3SnKmlLlWCw8z zmE~X~?EnK0L=3YuZiH#@Kxdj=_SOd@6bpX`6QUU}I=ZbA^_uyTIY<;uKTi%-rB9l@ zb0-on4rkeOsttCX8;rV@3tlxJtz|%dui+chOpt8B2P_hxkS>&Us8JO0dUqvUOAB6Y&91JA*_ z4T@U1I5jI+1R(zi`Pe++Et^6$I=(`fB#q~D?wD-_*)Q=&8=V|Oy#cU^ zEgFf9J?J$L%&FAZYlQ;n8%}um+n4&@nE&xmN2(h$9DHjI&t7@0)wN&!9lf*nuTM4O z^_$O26Du2=&EZANS@Rs9l)$&=#;Iy0yFW`ko-uJUxwa>GC60a>?5~4jyoL;_Vq&3Q zo8W{o(cY&<4r6Q!9IkVFB%*%on-xh67LcidELT`j_)8nhMqnu%LA?3X>PT0gn>+_% zvLy|g8(H)f9AFQOB-A({UH>Y4=tyAn^z^ujg?%gmWB0}@^s@uJchx;edz;;X4r|T} zsT-9ZbETtgMOt?Bg$l2BBgp!bD5(iiatNs}iZp^!qYd-AoUKe2Wm6sfF8O`-3|<n$@BH@iL%C(nEpHohs5C5f>1|0uiHS(E(Y9`0R`E^Oy zkDfW+p~5KA!i_09noLl`PbCSERFjB$0nf=JXc6`>mHE>dLaB}7);9ba2Eq3 ze+wdUWGc&GO|s7x>|g!;wqAl25z48=J(a$te~a@M!@rG$7MFxDRd|f@6A9ttOCxgF^s-djIrcgp z>?t#l{XwdKbTfL01Lh6+O=L#_Te(8-TmF+4a8wPTK-RYc;!%(lH-8B1fa!nx`E6g= zm9?JKvT=%kMt6fOlJ+;k<=*Fgr6L)5G?*Kx?z&xcB<)VROH&L6SK9@X530rumLG0o zXUF&w{^J3@L_XqSJHcpSFsrVz0O}E7rBnA4+Lm7gXBaUd_*&mK5jCjP)ihWk{ITeI ztKPBjw#s^fgd~Nt&+RGI`!9X zid=cHX9~l1$Nn8z>m0gza@pgolKm^!TL15;f$U8DP%Vz`b`5H`V~!89!0{ot;VtBD zdrXCc6zC9jxzea;7C##R6p!`CT-YmOxVl6}uWad%%+wQdI5Gu;TR;qD1?BSJB*BA$gM(M7-qJ`j!mU^eU>q+lrc`nL{6P|f2-@Q8O3IhW zpignzj&#Bq2HBU+#AH}tc?hrAaI!V9{c9TCqcrWtN$u_q z#hRNcHd$HtYYGOu3faHTlTM%~GMP~R@+&Px zdj$MEH2DpDn5;~tOo2odRV=?RJ$BIl)LdW-R|V~?(LmJD?SdX-rT3ZDUI?x&)2;N{ zd0m5=F0_5cjr;&2nzXSms1yYCSprV6@)g*EUOuNRrDP0$Ht3iES3Rxh zAbjBmI*#$%1d7ucL>wVlE7Yif8-G|gZjR(6pGi0oZ$yZvBSj}^(x>ddZBPs(o0g9a zzHbMe9KOk&Xt~-+{X&hsF=borHiEzMhk^M;QbMW-{OR`F)6QA=#PZS z(?ryN{k+<6R&l1<*Am)^1OhmluqgIENgY&1bQ%U`x6%d3ocS$*G4DFh(^#_fC`o5 zx~+pO4A_B^hI0sjwP*&NtmvCNH&gn20KFEnvp%qymZ-{XBI}3me5+-yuHzV+!<>rR z(1`9G^U?WvlAX_W`c>NjkDR5I4$s)vRT_`sazQ^vlb2C8--pZ$7jHq!aJ z(uw`)`2KlMDf=nmZ;!rkXZ;wnsGsBw5s6oKa)Mxpo|Xz}Xm|eaVm+Z>or(#oS=k@W z`Vp}zj4%ej;!Htinww!v6livyMMDdrt=YjUXp|wtgh^0XLOpf|QJOzADk;6EX_sh) z3B3U5Nfl4z*v@f3lI$YH>)dc6a!9Hv<^l-S2Oo{ZklCO+bUfQ46RyC=`S8AaW8~F} zkJjCEq0P(-FS9VSzHi3@!*9$mOpYn-)hIj%U0CdcsEfClkN1s^+ zW3}VU`ZSexqA4>;gud-(gl?5lMLSu89JG-(>WH|%to3VjSLfSF=kVz0=sqsZ7N&Nl z{L}h<2jxc(3JvdcY0yRJuM^-}a%OuFkgp!A(M(mv*C`Ig)gi-3${FD*n(fQLA{@wT zxH>~#1ISzs`@XhLW{z$az;*}{3c+m`zEFvCgo{^#M>%YnYfg5-; zBH+zh>^6AaFC+A<_vNt#ZD8`eRnYw-N%+V0G&7y{6tOj9JHv?zG9BzT6IealDQMg< zuk-87DFre%5E_{dlnAHVDN{{*dF_2%P%&-b_VvDP@qT#Y{$r$nT05Uxr>7N{eB~-= zW)HXzIIlY2pF7h#nU@1dHu-@8!M}pY$;)X?;w!PtZxDl;ngEGaQ~;++BSENc?De%N zOnj587U@6<$+ZyEBIh~f(-7_#IV)H4bnqKKV9prC1x0;UZUL?!A+Qx$g)58e4UD8K zheY&^ARCYQI$Jt4w{Gr{3~?Js!b+TwkcfCfDmK0}`Lxrg9w;5X@kExeig9&e{oME$ z#MY3Y-ao7%d3an#P?%yn>&uZeY%WlW|@!M*fXLhstcSe}OP`wMM;YVfDKq#KS zDF4c5#1rU>|L16?ivXJtO;Kid8u9!;j(B|fO70nh`mMUNT?}VyzkuB86Sc_Zo5}f+ z!(0tFH%|@4r%*ac(kf%l`;w2C#1+%`@zE7$*BaU`8A(=%Z(MUphetBX8i70ovhQQb ze)R!e5QryvCvH@uKU0D=&XA1XD{lNRK_T!Sku&Oou52QhkxZ6A$VZ%&OR!wdz!s)U z$ckYG_DIUiy5c^DxEtLSjHOG}xb9Jk$K%2J9yqcKt%gApj^FV#S2+yC(_Qp8U6o=J zheq@%Ce)11wf=291X+n!$&I$TdI!*b;b?=b`XT_vibg60$xehLk)Jr#h`?wyv*jXc zLmyTbXbdkNL~PK%*}xS5f^^AmMBHWwk5N&SO}s;3>sYFmdJNTKLL05W$j?>s-s#@3 zbMkOrPA{WHA0GqByPTgZRM3Pt3R;N;n{=16vt4H=$=`k3-O3aH7Pvq7380&}LV-7R zC#r012>{{rK&rcyM4-ApducaTKMrLsmf$busnQ7)1f8;!=p_Gnl-KgM=V0} zEs`?kVj{jk9gx2Qy38tfd~7V0*}BY8vd8mjKqHMlld4*XOW8>$7lkPKf>=41^9u`! z%4CvilqH`f(BrkoNumr)=tsW9?Z4unhWP^JiFyr)K3vX>V;1_v15&U&ue=0v9Nb~L z?DI&>j~Db@f?6HMj*>n_%gARcm`36)^Ke{(h`rsC}6fLJG$kWtCmBG=zc_ z2<|m7W1puRF#J-Ro!Ho98p^F^-(dp-%4l1U6)CE7M)>_Z@DNV4O3*3}<7I7s2IY-~ ztC^Ow{nEMZsb9LQFgKBZ)l*Apwa!a!&O=H2^bfGT8G+7Gq8NZ_v*hwI?%wC)QUXyN z#FKJO)SiqJ004zku@-LF{aO|euJafpxz0H&(gzESPgf6Uv0S#ed%H6#Emq(vLcajJ z&IX2_*^|w*7~KA7{z>in-by_0Y=0LmAc21HbUQwDGSbn!)T!;<>*2lQau@B3YaQQn zsnt0KyW*>XL1UHPab{zOHqU9IqlAgrc~a53Tg3MY;6Blqs9}qL0Q^R@BAUX`3IhQ^ z+y}B9vHl2WaY!~K@y%t5_BQ~4yO$`ud>IXt_hoL1AsZmnOi5ZB)Ts}`ywE1|<6OYb zKPancY&iMIrc_`@$b%*F!2D_A#99wO4{SjDJw9_{eY03?bhXFms{uTkwi_0Em`&w11IokO0;t~+1tiIW%tN#mQE7Hr z)Gz$&rB2j7WUpybWFgIEzL&Gm-TU`l{OOsQ_?nr+!L|o1X1TFo19^GS`Kw^Ge!p-W zX$w#|_p$>xGYs^cO5&7hNhQb3(?eQoYhl%3$$*d#;vh=B{(S)dYW09uE$eBvsL*M; zgWqBIgMx{|IKH0f-gCLn<`Iy4a0OLQDc`InxViI$eZd$x4-dZ^ele@9+Z_U8Vs}D{V`@m8Duy?N!fgdZEfjSm(DBUat9;Z*ehba%PmSjcqsh$n;R;=CW)d%5 zJ-bqaDm-7D*OhCl@63KPS(PdRm>2$O-=X2h-%jgjiEFH3sZdYR$m#_4a3)+s6+Rk$-4j+k@)1CB+ZwQJ3ZcgZNMIJrgTu*l0)SKODsfw#SIJDTYU+tFMTvUYU)y4 zRIVOEUrToIV*s9`i~@N_Ok(mz<@MFHWRi&+o1}51QVdB}$#s}`dh&389MNOA@VReA zDA@dH%Vfz;n;sqpD_0kVbPQO!xF0Fvy`@IO&#=`4n)=qCz?_x{gz;50^If(>d8%|J zY9^ZJbmh?%3sD}wVIdCFJ@`Ti2$^F!yvQ0nGl8Wk1D0c_HWEX+n7O0B$a{tij7!wh zH*CVlxdpI({i=$CN4+z~6$&h@$=37fB0SN8dlQc03oyUQTR_wG&Y)#}7S4akcUw7J(?|p! z^c861@l;b&-uzg#yA?ZjBm#$<^R;yBV!nq!zL*acEkgH(#Hde|D2i*BM9dFVgv_3U zH#3EFZa?^2D^io0!4g3sgxu;F(IYcXieZz z-KJ2GL<_f@pTY;okGdC*m0Qe~)TM&nd$f9~GxFtwdZLd$H+h5@*>)J#s#ylGk)n_L z5C!MT{19G5V|?(RJn;O*>Z=q1$`<9!0rvt_bGC&mT>+Vb>sRjTzn)`U`}N5}u34If zP(=~aZ|7dqWR3iPZJ0!MF@rq|_998)F{aN^fB?!uTerFkREmMLfzo6k3ZEkO_B#9h zC9R+Dp&MzKl<;wI_bJ`BMPmK^?H(63?858d+YpQ;McqtM#V{*O;@cvyBmJl18F=)? zBbkVSAmA=N&hA@`EgJkMGI*>%Ob*Jf{_5}OR>dyo%-7|oylZ`R@^b$Be|pA!kj2a7 z7;46P=Vxfaa7Fd8AD45t;!%4O#MulH$C=ai1B?OxaRI#jXn>C@jlS|3ASECMBHF2h zuNPqyVM%Zcf9?6^3EV}zM;xaY7b)LUEYYH)8_!X(v6R*Gw2Oiq)DYS+0$;)}%T>I^Px6QQ_JTAG6X`Ny}+qFv71Z)fXp5YEpsNl_gT!e+XZLW##+!z z#^d;IYJm(?GcNdo4Ee~12z*+@scFNaB}V47;K!)L;sz6kD*@U-Fbb;q z2aqBpo$7vTj(-!bQn6KU*#>!x06G(7@9gl5KwCfPnXYU%R6r}0!8#|w@#4MWVSQb% zKV@!a#z=yojFBbYn}zBKn*Skym5scB&=2r*us=T4xOLJ<(q?J5I5UVESfdyaDd9;T ze+WNpD*ITj!eH?yaW;Ja%B&;kDs+{e4-+UP)rH}#xXeJaoma@|Ek-HuD;@WhX(Cq5 zCpS?pFe+(4>`^T#fJwrE$YMau9TPt(fXrl?z!4L<_MLYME% zQl91OEX3Ywg%i>|_hshBv)K-bZ$Iujk>4ejpJA2q3}(Bk>j-x&08O$btt)I>qnbd` z(Me$>c~CIVoiny|!J?f#J_ae@MNfBww?<@3B|B9lg~g?Ohp7<45Y1CT2@fKs<-Euf z*($I9PPjMwCQaW~w4I*N08&}-!NtXu?sYaaBqp`kJ$u>b=%%h(1+w|Jph<;#AZS?Z z4@NT=cfetisr(gOp4v$rcXJTH%|WL74j0XlB^}pMW0*%zLV^VA`B<6AoFuvx6(Ip= z0*k)qov-GgPp1Sw{P`^*7rxD>;Po+sqDOF-8?*Rq$as;KKQWl+e;7nD^yzWk!%30oC zHs0tCCUaBofuM-v(sQ5VusipP~_8Esv#Mu%xen4Knfl$ngb_^%exA! zP$UDP#y6T)$*hqe;D71-ns1te8N)@Wz^VlcZxNd4*haLNw)(vR>mK{grK7f-SO`gJ0BY_1yE*b3Ue(BTg(ls?oi4D zGh@#Ts@K5_Ib(d;r!5GvKIv%qbgK?5#F-dT%;U?2#}rI~PQLbNlJQ^QX!L4(Xc(i> z$~Vgv*45Er#iZ8l;(r{GHvtM*XvIk?18|pYks9a}%O}RiO;%(9P@QNPSj6?cfTb&2 zb5R^Sqg!%-)OrQZrvVW-Au;GgiCm8|6D=)gk;fS;Q>}@|5Nx^^HD~qq25xj@dZ~+3 zyWow8g3V;MSD{$;$`GkfuV3xFGV7T)p4RV2--A?b|9=lbYqq8PF|#{f|Me=>j8~Io zB8$s7Ffqy39#N&e01|~!s;O9e`_eQW{8kG;i8AC|KPAZPGlFE6GCpLY669#oW5u{O zZ;bbx@b3wK3hB>ttO&(8+A--K>dn;!Fg6$vgP?4@B$yJS3I_&|rm$h$BoLb;noprvJYk(Mqi1f@cgrMp6y=VtD z*5a&4=d2v?dOz4F46U6tOBZ)m`Aw_qIE3&3VI%hQb*F=g5#U_)W}%-!TMkJIaz5iW zH8K*?(8)@v1}u>Z7=?0XEe;sB8p4i}arxrLydvD>V@Z)W=3+Aw2Qkd}Nsi#{F`rEc z-_OVmzO6wk*6MVsP+Y%4J`AhkrvzCflJ5bjjuupdRVf>Xi8xk~eY1fR>p;_tTZir= zdha7?{TYazBLy;_&BUA=GG&MTcQfi4h>D_>4Dj5yO=48umA`PJ?JIjY#v~8TfJ{Yk zUMWz6K`LLg{{BEm%~SFrtN4{wQjBwxX+RniB$W)ri{eOTp$Cf{AW43az9nH=BU>O+ z&nl5(-JYYW7_g0zZNwT%1t(icOvz(4d?VS!gdnqo0ZPI@cMz+(2UISkvbW^vwq!Tf z(h@%X9@=F93_!$OhFQH~SCN@enXAiKzf~I}Y>txO3YSWOy?H$64zZt9#=eE}{;we^K*DR#z4fuR^V`k;lmoRE|bF zVK8Z7uYQV$Xp(;V%@;if$&XI^=M9z$8#m`;DUKYMm8JB%5%(iw@Hvv+ z18RNiBhFtITDr)2n(GyHwT>=kT#6$ENQz6~Z6xL?Fb3gNq|m81$V&~#6*?3u09-po zbZC4}6c}Hqj_Q8hxxd$MGy?uG|I&}G$9E)PQo22u%zrxxAgVNRLP?@0NAUV!lsRHP1e!3N} z(gJ9)lLXP>%8S^?Viy{4!bXF1B_}8Z)1}0kCj_&uIfxoAYS) zO%&p{WUGT&UgX93V&LjGbSW+uq3m%-TBM~TMB5-i;e}7;OPpW6(Cqrvnn-3M3~|jp z{pr@{17P06Z_kr&yCL${G{@2;n}JbM&fwbQt5;ScZfcNHVBm!+`44xEt^sp~$)~|t z1}Z643c^ZZx&{(g9w#zHXiLdvsEw>)9Sa*#xrrWBYSO<6G*dYFr31q?$uDdFgpJY@DARn8&Vco^h(=T=H#@ZN&g zW<=)=A*thqnJTCXU?!VnD2FQlOx-Ak8-IV_^Z32td%bQ+zwakvo_bE2UW?z5j7&bE zDYkyneam|eS>mQ&=Rd({05NMg=`l@PQ(N_N9mq7ePeQ+DOgnlkrxY*Ope-?uff;Br z+|uYjejCxd!EjgC*EQT&_0D~$7BtvrcJL~K5cf?^fzcr_>D8LLo; zw4Dk|CO9`dxcSLBC=?#X_SEaDMwR>i3i3jhu4l`t2)awnd_^vgzJNoS0!`?xu>N+=4qU;^cG77K#UYlk)nk$E zcSOI-Br^=_&!Mu3b$eH1@p_!!{wgA!1EErE!E>U6A=)jT3at1$m3G=s9MO2c9~@Vg zt2Rty{70yN@>p)pbt;sQ4uY!tczl@PX30ll)JGETM&ru1ZY*V7g(afi@{xV0BBp^v z3hvgf6L;HwhIR1ywsmc%8sGC4@)%3bB|>6%2AydrHQVm9EG07kbKONDaD2l-6p`^D zL?%ha?jokd-JLNeozb@jl*_o0-j?9QrHwkR@|&X{De;)0(;mp5IW^b>4bkopl7^4; z41^o}*lwCA+}H~cz*F4l%}+$*e6iLPV#I~_Q#U5iD{e)VIJsK0NFCXe7J7Nl@NEAt z|H8A+6g%=8?+EVQC&S_B1z661VGYMO0W{3+|Ks1PY1@M2U)F8DK^smD6 z$?%e?l8SU)NfgRqSL6dUy5Vh&2nmvQ?~CC%!*%9zlASYv?2swejEw}kAuO*zqpNx9 z2S-O&m3;-s?CGB9l{Apyt!y_(ESQJej{T)LRIK!^l0bz|v{<}tm+4o-N)&t5d?hYs z=wwxM$9P=3j%kHYN)Ft6IbP?ew&qEUx|1nF**Q5WPv<`-Pvy2>-^EjgV3fOB-h2B~ z;@ER9m8n)QS^DOOh|wiIuvC+`p;$tBf_^GfD3ztXr;WER#q))Bc=}d>yYn?`y3w8< z|0&0o;2H<51J_63bja#+dj0<99ZR=Az^80SJ={`?t9YWOXGpi|EK$D?GHujV~`2S z*RPdu`#=J=4|xpMv7@6VRmV|slu2f5`;pe8?^6yDFE8&xfjxK7EN%(_<-m4jSWjGV z=fZqafzn5lthOAvxTwR9ZPL-#x2s?}vp!Bz&I2KkEWNJ(@FVUOm|7OSBj6*-H>>qu z5&P?d?`UNqAje}b6Jr?rcbVI`Gc@-v8FqFqc)V}wL*03o{yM1>%lCcX8Zo5PS7B&V zqYc~Egv=1pY2jDV$Hz&(93E&tMvk~$+LSt+IUx1iWO2R|1dW_g&&(S`j*G2hfu)wR zoknX2)w8*o*F*&rge1LVK1NK}{caqWNC^p7%b zHf?^Eu(WzxDaMLE(?}TGpif`nMEu#!r8led>KXy)xO6 zMfyayVbzdPeltEB_x?Q+XT)oOJtNz#GJ^IA1`^EJ- z^X)Rgds-BWJk{faVw=;&LVx_Z^^f^+{uCfoL+yc(Tnd`IdB`>O#!UrgY$oXfU#?d2!C9&$*LWKpiif?y2iu zPgo?Ip6x+e?p3?0z)wz$zH^~M9`onx z8QA*^Kc8D`$G`cXM)>!!bR60`EX;GGLgEV8d5Kv*9PHWI`?2JWpxyP?AiM#V7pdq` zf?Co#F->PQ@@LBP=gjS~3i2BPMMJHtFWuK)j2O}c|ICR4$>F4@m^3Z8;GxTar`uY; zHLJeo&iC|O+qkvWZGU^$M7QpG(8^`-(m(lezy=lKd?XM622v6pya0U9QFA)UfkzU za=gqUHtcMVjZ0^^oc*?CtRwS#2>TPL#A}i*cHaJk^w^7RCrNAE`gDh%vi5^P!uBAR z;bnz?t4l|!<|$~g1JUm-R+4_hX_8^LyZhzO$liKRHs`&frdXS(l&Xuy>&||ri7zpe zsHV0y9d9QhHN&1a=9OMkQD-ObV~ch56Tl})LyKe#3mbLHaJ1m*s}7zwu=LgXG0$ui zo*Md5VXObA=Z~V00e+~`kAwYOc7Fqqy#)vWW~b5)$>nN^70YpX>HKBguEvDdzqN16 zjYHWIj1K*X9Gu7)e6+Pc&fD2evT1%3Y)H`+AFt;8VW#5&@jL~AHrP*}uFt~GFr3~V z;_B9W&U`k8?X+f8tZYSnuLDNzR*wmjDWCQM>PY)HS@93d5zk5~_DSyVA$CPW@g#r*!Vx@Y=xSfxc6MLpL{50Z>9cdm1=p@FB|K+&$mihN%2T}bo)6?Tj zb#^#GsP**aEU`(GA7bXKpJFHNnp=pUfkSV|2Uj%tj|KT?H*XBY zPGYXJpm#-Gl0N~l`KOHj8LcuEl|_BOmyGOcjK-ds5vQE%ER#{0_OrH{!mDPT%x7b_ zlflv3=k{EZO$rDTc@lX$-ax6)URz`N$}NxKv!~(n&XUs=P68d3P+uz1lEpeaJbnb% z;~TcIr6mVJ_qy`wW0kTf7&9K;4;jPMtNzz#0tD7HF{%sX9JLm)=$T1+Uh1E{jLUG+9P6r%If+h;ObA)}87zE>FSI!B>} zG_mwwCOYFkajI{5Q&ekeW!Jj@q=`~GSlPv0zX;XIoO*dj7yGY6gQUbxasrgdP$4m@ z$wQq9lWn+hwa}zK;dmZ#i7+eNDaDe<`Pb5xZQHJx0d6iD2<;FsCsiN&C*~J&m{h{_qx zv}TBWJxubKS%-qwurdkbUJv!?NdRFYFEs{8F!Soyqp(W2WVo9YZCgpP+OEf6cI@DM zSv%W!hFuNBxqe-g(=QkSbYlMBqC`hVPQHMPj+p*nEDMKA5J5RGFceD0kxn9CZ+(LZ z+|saiA;A22uUVrnW_ujYO6xA0AxpWhldVRDokE*Ztk_B*NhD}Gw!>TJ&YMQ)XpJ<_ zmvZ*-%fliO+GdLB?0L;&Uuj@1r%I9T$EUaLE{z<|fJRx8BWbQ>O8IW&XF))lr!iZHygS&|nc z)|W0FI`~ZpGZeG~&9=^d=%3$sCnlnCMP)%ES76@}OYMDk>S$26=An_f8E>m;O z@DOd?K%AA<-)K}Id6p)Z-zRHE`%7lQOm+SaRKcm&n4%~_9E!K_IWY9l%Iv0^oT+48 zU@3JBK9Q})=-E{@pV>Lb@FD8TbQ4WkDQ&?p+5QRO^PzsaJEIZ9Yn1=ilR_%sMuR~} zr!r9)num8hGhQFBSYDlvdR>04kdlTRf@VA9(7Q*TE;z7vFFTO;{=LI%>R0j_iyyf=h-UA zLjGt9g{-bsH476?yuol_iCrZUX~PGBb#NN2xxY$X=$pO3xaFo*tfKinT*0&*d4&ni z8oO6T!cHPsSPY75QzGdf+e4I6FG$MQ(`pSU$F>hs^63~^y;5>rSajLHP+!}eU+ zR>so}6pcEIsYtV|OQh#(sPLs`vdW@fwL_sv_K|~b0%}%>NJ2gg`d9~MeRIx=@@qS1 z2~%=Rh-|F7 zu_)ADx%>iC>Q>#ay39dbK>biP3?TdM{zU0q=HgwbJVq@RF^29w0ti zROwNv5v0myNiDS1*3&Y5uuT0(WncE8Ts%*XUP$yP%CngetGJn-vNuu$Z&5-4B>>YL z!DBe@zV}a@|CGpxiipj`o>W3Ai$~SE9=2b&Hhw$BCG)0Cp03N}TUT+}% zBV#Dy@cnu@<((r$;Zk$qm}<4PQEgT$(cY4|CApllaM%G4xu+A}Iyo0c$Nzhsg+v}< zzs@qNPVe(n=L#ei;{h!87S{-sJdBZ3(f9hF8Z|s!=sLMSJ=ZM1Ci2BSmX3uJMu?Y_ zZI%3V%tCjsn*%c^CBpB;(jg#9lD2_VJ8{H4)EV4i)j`>J9gl&2 zV2GWXO2RbmFm`wpaZwRQnh z?24?@$%^k$BmC86Ab%{3>ImA5FbF(pD{WS7&m$XY9nh+jncnI!=_5zj`^GguF&_Ds z$3VI7+6&JT{SysbGeL?2>B5r$f}k7gec@BnY6$(IGunq5)FLh>Qz#s?wqn?i4K}{U zIau_XWeVl{mt((ky3(Cxu@<>q@fZwt7pk{guqgvO>^JOJnI`6q*3kC9VxM&&+>t*^ z#N_w)V+AxZbKoY7M5z81KOj(S)DOWD(b}_>_$;VlB6T%a(9M21hxJPS6L5UyK1Xh( z>=*q({Y|Uo43V7dZAZuHwNTq9gb(4)p?e=DQe4x2ez3zkVpA!i zLs06Y{Khr*k>>$xQxBnEr~u>3FXRt8Mh?p0rKl<)Y5`7A64Sgku*o*~fu+ZnD8-JY zUoyC=5ek;+O{G5$6On6eJ^#9L^X6nJi$LvRidur?7DTWNfr-x`PUa6d(ldUc={Ob% z6*iPlx{fAD(z`VqE|CHHfuZz#wolIfLlsDw;GqDka~QI4e@-I(d>1$q){pj5_2~f> z$-3$D>6!?ne8NOGXF6;os{mw3eP`g7z~rNJpew>1rYVq}3tAtJs>=FN}^jG<~7 z3X;5@E|_*J^DIN3)Am+y{7g*&Ee9a60FQOQ-lQDjN;U=4sbEvl;7l-%H4@iST(u)b z8;FF$j_goPcW`bV<0~jVG$^nW^QiCF5D&qLC0DX;%~e!7G*8y;b;!X!Nx8f-LQl1% zbl{0&dZ_Y;tYuv7>#@Q%-hUj2{+hniCLqo+I*Ej%>mBi)8H6%8bCgE1I>yguW5~Ia*AmG97M3^;e~L|}7{y<;KbBnO zltAQ0$!6CNyQ@dNZ+YI@2v%PBAwBg9 zTN!vNvC!F(*C{*L%%TI%a{31u#9EZCo|c`2reE(S$IrmOT% z0l4TOap~SQ=Z$fbG#X%2%bc(Y zX83R7P*vC`<<5CfKY5fDSrm&I)-z2eVwgv5_j%IzB|otYj~+rkhviDdrLm>@MXWdr}Q3D@H zr9Wl2_ml0=kudrIV96udZfrTv7ND#LfcgrOO#)nZtc{r}>4tSwO!g7i8LQ1XQ`sw< zz1}p3h(}7n@W z(TM+WdXzz5=>ou55{LMVdoNm3=K<(uR3+Se_0?C88+|ubNDwA?yM`CPwpDSase1C1KO zlVU+2fmT7TS#w%>jRZ4W^r214w=m2;wZiPyEKmg22OF|@5jGNwM7ZRdy@3u|3}U8D z=6jCr@~c*YjfDrgK3FHbWmw~wmIaL|g`@{_Smn5x2&|uQ%&zFrD!nANKfNid0e7&& zIgN30fqIuq^MErF8x|@HBA#Q@& zV@y|uGeqDMoU#z;N7ZFA5OhWpLOa5oGGHA&TZ6XXa%yryaDhacE+$;T*k1MMYLWp8kZ~~)3{QoD$#XEmO!bGvX*Xu*$=A#isFFUrUNYt zd311fR0%3|6dt0pP`KEd6-`LeUxFi!NJ-}!92)UujcG>8lk5GA*CJbv>~LdMOE+mk z5}AfmN!s&D+c_drN#D`rDQGJ=IiefM3(IDs%$An;sTMeOE>ygWKA}@}ags!S61l64 zpS8>wt%Iutmk_S#6)ze&N04YunC8Q%dh~CY@m2=k$*3KFFtb=(oA21qjBs{s;aHi? z0L`8C>P}X`*ib`cDer|j)uf0@R=QwP(|;n?sBLsNFq@yj|0dt;oJDu$PMs6=*+?&g zurv-m;2RrM15%21B&q3$M#luclWr)v^+e*JQx6dnGlA;I4+wFCluV_#Vaf0d_@7%E z?bl%OjNLY_bM7S;L$LOjuNzk7F|0K8)bNu?;;;jXL}4o%KG;qWAXiMfD-I%JRuZOQ z@Mrm%g5XXf9SIhKpgDX>DeA&(RlQZN#QjnG*?v7&K?z`6rxgG0X~Fwh3dg`{8{Q`7 z9#H||L#BISN$0JjuPi^`nq;}Ag-QQc0IOL_52%3q1y8@GiAu!}`LMZ%M@`sD>n@k? zB5XP;582Bc0Spb!@-_5ii+OOjEFGI|!=8vVEA>s|@C!l6_xO>9xZrbHD&y}Yzx;S| z$?x=a@ca66kdBu*NiDgEGu#(eT-q_Ft<4nbiSy4j9g*S(Ee0ARl4Y*9@PO@KX_%ae zUmt(n<{W7krlP#HMLLXXMx~6P+FoHyG)Tn2NT*4q30e!3nCUa6N*6vI#XK;Vt(pzN!~SJJx}5n12jYRIU94`Jcm z*sc>NfX7q^<6h1-FU!6`q>rZYl~Va5;Q=-e*|r#FTvsQx7wUQA}_F zlS~p=Nc4ggB~fYNqc0l&xubxs`}4jZ%c2O#A=3q8QA=D72~02HIL-*e%ktY+wtY z+d2E9*)DsGQyO<+F1QG;_S1CM4z9YnmHfVAHmqg3~6O};l} z!SMITFxj;{W9G`w@`^4{;K88%&{Cn;+8Ni^p@|IobZNZrNhvN0!9oIK&)lQ{?{NiZ zr;TA1vH`~J{a&w$2hk{H{a|T>DzDzHSS3BHU>`+QBHaphT}@pW5ZNADvlT-S_ZC!% zjY+dMqjXCl1d2xUU~J$5K$s{!Jm!d3I;j+4rj}+^c>&T(++)s!3=kO)5g{MYcC!A^238D< zRwb}NoRhuodULNSzCRgghY$lsH{0IzVW#d+yh51^h1747g1SE~s@>K-f~RLoG+pq% z(%#Snr0eTGVn>t~#mx8H50^V=z`^`S0bE-pU#&-Uff#7dBXCKouwxyn%afO<{X5bC1bQkdOilZ<9Fwi|RcfsmP2*p&HjpLXpZ0t_tDxVw`ccA7^8RfU zAtmq>;pH~8idNlI70m1$Van;#^y%y?WaaFc%3#lrmTkTJbHjYOgCq0 z%LOq=Cvi$Pcc~T0vBt$B*b`|uF8e>pDyVT!YMuZ{l>usIf(ke`Qr7l&4iErLCfEZ> z-*ldYL$y#`er@KP%o;nNc0!9oe85Pn;md>X!;B_b%j)IUD50#pFR^dWX@lOVJ(mD< zWumgkWoYu&GgjUT>H-=*4PNfE$BrVLNRpv3J+&oYV+j95oWQ8lAIaO_jp|tfgGx+dqappb!-edpjhczV7WkW&Fvdu(uK`uRWHfhw6V!=FUyl+Yp6sgd4^gN9tD^!^c;#IZm`LEX9D z5l8PShJ)2`EL1p6Fdhs#i!TC2)WgK^}LChw!2XKJxQXoCPon^zOq5oVO z+Aw8E+0#Ka;ldCM&kHYbC;nF8o*xcTKtXYdc>x0oBpLj`BqCY>O9jqD5Di5RC&u`< zESv~bK;jtWI6R8@qpog<lMUyXU?>&)B&0;^o4h>KcH_yFl<345*Rv zhm`1Hg=lJUnky*I!aSRAt8Aa-Wuxn+7!eM#N?@mghm8Y+wIK3eRA)XWyc(ln&+q^B zsh;7&AN&Iu1A~0fO>Z)fd6I94$L`6bM_(LL)=3&yYS>YU46VO=ZZ*4l}IN)#~PUj6G(vebtqY;5S z!5G-GQQmx$UC6KY<#I~K6|zuALacBtii&%`f1E7OvyyY;=3*khfBbu6S4+F=nO1LC zNBOCRg0kk*_!rnX0Vy;IWc;?2*}oPp?(RncK3dHTc%1fmReGJ=zaZR$$avYZPh#`lGQ%oGqiY|6-D&nDw-$xp(_ zbP1H58lK66k~L0BeIJGOQ%@ypQ)UZ1orYC@6v$1(5jyQpe*4a#0+|2=S)2;w94vc2 z@n+*Gw^E0t>iD0ki3~RBj7H?MiKM<5-Z^wNzVC7nz@@Gb$0*lR_4a7TO@qv}%dHN^ zBf}DBd^m^|ovfD}?^7w_1jmC{r(~_oQ2c{}1U{sIX`x{3FIxNWIUq=TPgz%A?GamF z6N|)`ASFGm1dyg%wmgo?;^F6iifN*z2Fn?;P>b~SBPz-kyD z(F)PuJ@enX0Br!5YS$Ws4?E`Bl?Xibn^p~1`j)<%kJae@P{L8Qnj|W1JWlrjJ{MYe zj=$E&RZjf|snKGa6Xbl^yGU|6mM?!{lzJ$=%Bb^9%;MjNbVlu&vU44aNl0HjP5mfs zYT90aBpZry+cR3#^SuRwivs%s+Dfzkq z^s1R0c4~`tT9qy*3(4o#(C<$JerX~-96{ecZHY(YkOMV7DUyj4BlvEs#9vpMs|~J~ zt!qc_&Q^*Q3&j$0bLE4y1VigC6P%qk}nF3Q*WWHW& ziEQR*3Y|8{)aO?Q8}rv?*2l{s!o8bW`P43-r;4XYOgbfA?PrVWf)ImpSJ@ic#>L&& zmnZ8h%-a{BOxvZR?|kh?A(C>o_;8EeM%Qu2fHMQkm0_#jWDYOW9!-Mz1q}%F&H2mz z$)?+85BSdB$`3cYaStar|LKChKA}?WnwkK82Z#E@B;=v+BS$KRIC=G)UilX9vRda+ zXxDZVNPbS;NxX;NkD`1@cF$Z~8weoRhC1{QTMb|BUgfg6RnMFQzTLl52u3n=X@LKk z$`6Xd<&fLk1Gt~!LJ@Jf_bO-D&}D8MU8oVn(f4+D%hsKWgLPg7dPTg;$@I^bn<@`i z$@%6#3wpOd5GYlR(x{a#d<~|e0AnzP0E9x)8xj(;Rv5pd7Nq$TQmB~1MY=!q`4sc`=cr?a|XX( z7hId|8n@+qg{mkmV}WvsOgyo0Xjuvvfoo+$m3nOsp4Vyp=$|YurvhdxDuputDozlZ z@i4ZC^sBm#ge)I>T;nFdp!+p1lO~Gm?X<*5a^YnEw=y!wY zoq4<4_r6C(+CI_-p`2V>-4jM^0E~8fK+%jEY0Mqt{7Yy+psmXYv@iEJB@e$-`{ z`U~cNJK7%>l0rU*cBT0%iy-=j$whV8H#~iyyMk5CXv6cN4-z4tPH&G9dF9?IE>gK%huh^nK{v>`sj?nBSH-QRudu(Qp!1}NZo^}(t|Hkkp69_sc^`?;h_q;eB zNDGBT@zinH_ZdHkf!UdA{2+Lw2%dzU&HGygMj`)x*@ysG<}IyuGc9(*HaDOPYNnZp z{wK4~QvOi4>X^@B|C@dd>{MR6*pUB!qD6K=1CBGNuX%y{--1X(u$YaboKEMA#^8P_ zYPd^xd!Oo*NFKoWo?!%M%X*p*rS6uL_3wRqh#*+Yps0fi{?iVSsbGj!_AcW8&hDPi z5b}JFMK){g^PfGQQG%i7k&k8mos9`mJ*^HqMR|EdBaRr_uE0UFBf9aw*=$PqL(QYY zGyJEX;sk7fm;ZnNMuLpte{~-j8F6S$;39ut=T=nrlj@djOg9A*Gh{ZZ zjDoEH1{C|0C&;G7iyrfDzC={Oa6tvsqmuvD!hjVVN2PFHc%=iFrrj4uS!sopyGdb z1WE(?xwXA;_rK{wp#syFz(x;wA3jjZ08okz0Lx6?w_4G2fyw-o)KqCjMa5_$DJiL> z?#9MOoENbj@IP7@SXkCx2gd;U)ZiGP-T0<|);2b(05DIYsaz!U%Su&g`6rYs!EWw7 zVLq2pXy5j%VtC!FEst4MwK(zNFmt(7Z?(r+a?)MlETEH&mI{O~l~?;-zf(cK=GD^4 zIx4A{#KA;%F)$M*@(;e@%B9{@VY*#u!Eo0IZF%s+Fk!8v^N0cLWy3mVW)yrCE()KY zk3f0hlt8spMPnt#>6_i4FdxtAbX|lPA3D{px_U^cyYpCB$8myui|-}Tagsa-|1k8+ zF*8j2p76&KWxhjo^T+SIK~dZ~9S=uI$jsdH3=;iEo-R658i9PyBVmK~WRDezq%*vg zOy+y=4&siUQUXQ4cf9eDLz7326B;)Ax{*qs0vZWyv#;8yf5-pUc&?z4i0|Xpjm6^E zy&@)%rj)xH@BFdCu z{LpGa^b7V|4#9ql)%vVyD5d0tUE&p$q?yb1u>V&bR1n(_po&YVsj0E?CA_KSd6kXS z672u8m;wb2);m0UQCMS?8p3eITca}m+oCQoQ+XvZHR;O#DG*MyJi%yE9kKr@18!gg zD~m6V|Fc5|q6J!P*G%?ClN}=YVNhrDpai9p{@Fwblywd}VqY^^KIhDbZ%^lmiS*-8Fq5T^`-~yO0l)QOT+P~@d2)t_qPzcGpfg&&kGoHnz?D}UNpS8Ye zR63{v1K0xZ;yOoWKP$^I0vvNnEZ1+j);M!XYWyt!G#Oc5Bp6}^eL_^&f9p{UsH>93 zzyFzpQ^G`mn*bEw--=*PX#fg907Ja~pVvVKvElnvExG+b0`FDUWnfpcho>ILgm=AW4)L9_(Sogz~#o$!6FF9HPqtaq9M)&yUXja&k2+5TZ*!uxFk z2CxQ-Gl22%fuE!kVNp65j1 z>Hbg27FXZu+TaX;~g~NJe#4TwH89!q5t6DR|Cf zduSv)h3UftWYY)?nQ=5qKT6gOydzQUjluGjreDoOriIZ`~>+|4-V<9<+&&1k6VT7VWVIVPl zuv=;n^%?T};(8hfg@{wOfsKs~`mpfpy;ME$BmCT?MKTyzds0ZSVj371nu_#-1%D7p zZVepP>UJ-K>aOtPtfm>Q?%}pMFX42`TgI~{hDOD(`CbbJ{q(xHw_17xyNt^#3RaGx zSN7jEw~caxyOa5!AzpFF?LSMAuq63f99H)F|46uW12d|YHNiuIFf%t--{s)t?c64y z?<>=)0o3W$ZlZie?z_#xYBe|9j&bR9f4-(vtH=A5?xI?|MQW|xr5Gq9L7k1-8_ePL zQt@sFMY#{BW@c7ahxx~caJw8!$jQmkrjh(z`{7pmOZ#bXN4krca9cQiVGGd2a>8b2C2EiV48-9uZfuu4 zr1x_KBbWXWczp3_1N~#&7XLA35;o`WN(qvw@)TfF{7PdI z4n-!Uf3FH$^?Q44frb?SLy`ioRPM;L5P8o+s5-`Q_z+ zk43+6pztYPvgALP4n_aHrLmp&Cm4ZKz+4iLME|FhC3?Jp0rpSA(f+e;ApHT`0W3)b z^`8QBh5)dkP28*l&Rjdxgosu=N6fbGvyecA0ATJpRhr)^L>*7EWN}o?={uzUXUj1G z_CYi(7Vo>Fc-Ivy0Rr9ZK`ciUvKhNs-|H$lX}O=>TkEuIx{mp3r~&^bQbKoVEFgDc zr^x=51lR<*=Q~AIxs^jzBq$TSgVT=fcQ>KFsQNA|Icj7CKe5)XmSW)}g@Ua*$)xx$ z2DT`E2Qp%&Qau{QQ?J&#^t8Hk7#4k3K&7B_{?5Z=AJ;`%_#oZbf5fq<=T+_eXPtK% zA{(a@3=EG-QbbTiQapM6y(?7^6k@`x+!s2~Tf`l!^P$4gVr}lt=@QHI`vvdi$Z5#j z2U$)9SGgAQZW}%=MvJBLxgwPKs-C3cF-eK?e46wf7ky>Vl*_a4zCr6wOd?R%P4@40 zfRn+zw{7y}={|PUuYi~L?_r_i!&cZ>Pr!#y+0H6QhC#3I+6-v9fsyRTkyAI>F{^hS zaGozVnuIG*A1nxu)k&-i9W|8T%IYhdip=Yn_^8-rA*E@;zZvG*UOovehCron@-puX z%{vMxHRD_OM|+r7!o66hGPY!buqTV`tuijb)udJE1$ZOkva_mn z0S>EFp;&ZOa;<12rr6kGhlkV1*ceNSzOOI9%Q{RfHs%KOp!!RqpBLusLp&(*zBAq( z=m0RUG9(4}i2tc(BXX2Ot~m`BT!uG5=#phK*+-a$@IKX&8O68({%eClFGSNrfy2%q z=vkc5hm67e6rzBqqqB=;<-4h{~O10{Q_f0@T25Qdrd)0h5tx3hA%39ACv1CS(aoJ_6gwaq%1AcNsW+qJ>(DL;0%;2x#?zgdTWNFkBKp{bSivzn4s^>&TOaRVI!MeT$J9P~WDxkAs zsVq7wniiRMm|w*DSW|U} z5H!OVdUz=@!VZVoNCZ5;MQ#2DdEc+O%>a>r_d+<6)m8^)hiwtfAFkD}!8(HvFZUbL zfI+qkz;INcz&by7d zdG$&+8re8IAUJZIOlRL;DQ@7g6U_l~wUBu{n=)tzG@eTTZZ9-p5~1I- zV)NG(iucBs8wKSzOgMp1muXDKyYF33fzLV$SXNOMVsz}8^jgsK|2CISRgxlgg}50aR#?b1&)|#Z(m&sEE4bDL9U-3Vm|O7 zwF^C55Illx=H_yX9RtuQ2$NN2%Bh#q^M(KACUF6gb9Eo1^D$M=Q?eRTwD739Wxe8e zxX=Lel11!azV!DjXs6^lqLh7{c&uGqcEyq-z?RV6>4{M~;-M5AYCQn#9h z*~=kP=!ow{LPczFH{-|v1C}FTGm8wy64pBNxSnc|?taISu|Ns?(yJaiv)aK@wW1;7tv&CVcW$5j60p_7-xDO2B-B+VD6;}eHHvgx$GY^OId*gqW zCdyWlAxpAl$r7?JW39+KNMucx>=A&Qmi&@T3o{@#F*W~J)#}!UFa+pBE6S(=rI!W=X_a+d} zjZZ2e;ZdxXOKooZYvYc0*g1J_WFQ-X^~C_dn4~Sb9LOdRDTvCy|BdSGE*^jry*zWU z0od?2M6(4Yy79ZjqNO>Wwz4^gDmUkpu=2L==Rn4CS zOQGJSKv<#=%84pkWGT^XC=~t;)0|vV<0$M~seZsEn7X<=w5MhO<$o*h_mO$Ci-*?v z#|MxaB@KrZNBLNlMN2JE7#7X|bt?@%m?*>_`luLST#cFZA{XYSJ)pw$%$_2@>^lh~ zQn@fMy|d}f*q%M&)kAx&fxw97Ud&I>_CRN0A_`L!`$^K#_U9X{g9lB+B${9=DgI`O zOSxug;GFbD5ih;htGG5xD~Uaj3`a4jqT`R*WyTGdmTTj!y={NjOKSU<`xF<2#cjSaqg$iBx3oOIdC+ayq^;d}D>)F$ zPC#(Z-4yS$FhoxAz2i?Pu0#V)aLaCxrS`Kd6(h38k2ktFdgi?hOiWOXC|GRSv(d@A@B{Ru=0Ml z$PB*j%V*q4X_kUuAm6niE{!}Hhxh^^AQnT*kE`4jqnA6fFipPuxGOn7hZBdc>M9<( zCskg^vMbeWmztc%y__}DuB+q|y9Cp%R7aF_ObdWWN zo)a6AGhmHDu?7q)-R=S{Oy3S>XXLIQ275w-<~!N7$6G0xdEdCb1fN-tn$ymOmxxC! zOHl{|CkE8wverW>H3E7y>lnS$af80l$ru0Y-5|OvOc^8~I=J$#o7gff&@#RFbD1x8 z2PAO-7nbA&i5%m{40PVjThQt`Qa3n!;qjWeL8U;Wi$WL6xd|0eMuV=B61z%0R)iW9 z>#h=x#)Iqwm1E*Gg|4{W-6pjP4)Nt($OtV`yqL`s5B}9lOb1L9rfcO3=ysRs1}3qX za4T~-jZ_|;K&<meH>NCGW=!RkF)HafA)< zYEU1x0Uv|S^P~O9^)%qIW)}s{oBK;z3F|tYo{VY=OaJ@@CI(O92MT)UjN9!VVq;#( zS&+v`&iJUXfg0FH&a(jq3aONl5 z+9%v%#$+HkQ~``yMC!s-@{T5e{b2=PNo72-bhD~9uQPF7XZqR%2+~Sn3zu$lrHVVm zU%q^~cr}(=GZ_OW4Soayq4z4fg|T-f>iyf}{?(5@HmSqI4>|)CrJ%-I$P6sAgk%20 zX=95Qwb`||J(lj|b>{oejKPqbhdCTC7e_=qf)^P@V;tl2{AWJQ^D5$XA7N<(NZn^R z2Ms!5V?dE60}I>unhy!98khq)5h{I)e4HT{5@bLa6$?84Em zFSWj9#pc!a^6c6f%QC6W(E`l^!WURDq#pBr<{B6toxj853o3Lu>TD9NFxU+){eO)Q zGn}!ZJ+?iZL4ZXi%X9Q@^jCVsMexC9%J6#QzuU<^(#A@F+e?C%v1gczP8i6Fo$Gx* z|GY*0@H33u1&Ix5CVvf3kPlHKFq(90{?!bz`b2_sZ@S;9n!c6o18_^>TkwTi=KeH| zbRAkdQQ*()n?E^}KmxV(ItmCBCp0#LJd!uid9Ugj<87hVpPa;5`Nx-fnKmn3P^PSO zx7`oeKM5lEB%yOnP|~HeOgJEBh+~~R0NlRBY0fhr_;GhLZab3;j2f3eVS*}0PYu$R4o9tldCvkAd%02NWxy$1Xv&mw(R*&;<@PLz=LV~!o}Vf-Ecw?uMNeU$9p15vmf(Y{`QMvG;L+Njqt{_VRGKs%&R zbDp5b992F$*0mXoG-*Bf1fta~DxJf?SezL)s~l8;u^X$emy-RY5yR%Vc<82h3?i;` zS^zVpU8sy#nxmYXbE29?0xRR_eu?TSz(LF3?cN$5=?Xt;fCFp`SE#A39)nG$8mm?A z0rO*sv~+tv&cO<>(*U^-o8v$vHkh1LZ4UU#mET(Gfxf=wy=f*f<=4$*M?qx=h*beV zyBlgz2>m*ukGrq_{@Q97Z++BPcd`RrGeMt z@oluqeJb*{0QE&Z2YOzXVpfUd+ZytM*aAhkt5RP9?M@!rOvhcs&7X2R zaOV(5?f(U)*a~p%rQ+{se)lZ{c!?c>4AV{RDEx!*x+9*bvy2Dq#YaWkx$p)PIOD`uHleFIH!1AyonisO%7?KA@sQMwyH>^G$N2aN{h6&VN+GTzW|oNxdkq9H^* z>8d31*vF*G5*7v90z!@Xq;oB&tW0aOekJQcFaqzoi~zzMHy}AH)qMaUg@(fEp-qq9 z_-E&bCcklg!iG%mv+@i}jii6_nKRy;*a=s>vjf5cT+V8-`vocH@s%y7583>Fi7qd) z|2Yf=YfhAE2Llf0&k?peXbaG2GxcZ|J~9ZEE|N$4%?%y7omUM=P}Bqic2UxC;1A8! zx8?x2txTlguK`rxGniQ5nvDR{;(#ss{ECu(37D6Zy**E&XK|~H7_8r014Vm*X#Y~A zld@jfVh*P8Yn4s-^tBU!4<2kbAGxH7*+n~cfnJ#o%B%|_mXnMVMUO!9ZiKQUeG2yI z_w#_K-~k?h(LI-)g)Usb*w7uoJ{})#&*MN2JOd)BCMvGAoQ~c6y9tj$M5)@U17cfd z4(vCG@x__C)T@1T`hFecH?=t1lnlc9MoSD3hNjMg*#L{yGt`&;Dlej}fq}zyF~5TLvjiHgVHn*2VEj)SEGOCV=Suu==i zdzQ2qEvroo0t3os-epg9tnw8*kk|9A#!iO`EbZZ+)loe8a4Y!^IBZk*)DmuK8EbKz z({HItHfYW>rZyR%?GfAqCZBv@hDFUAJRQ_blo3=b)IX7RKtmcKqKD5Mfiz;=_L0Q2 zE7e}>Mg@LLD>HsuNnlnpL<>1h%cv3hy=a5) z1riDP{Z$jzC6D^CuK9kZ&Yk;nkEX2i!tCTCLs0FHk5v&Uq z0$#K2a5ij>mXpN3>eaIk>kw*5Ssf^w_^3`07B^_guAz%XZ?UBirv+rYi!pWOD?sPs1e(hsFGg!)|Q2Yv+NrFdprcyf;){ zO(>kd9Z5GubZ_{D;g-Cap7A9*UOkz)pjRcUqqqR=o^_gG-_c31I ztU}-2JI;*|iWjJ;QyzGhW9&G2h87J643YkNd$Sf9O|X@4*|dun8;e&=iN)ry>U^`VtP*{wvdgoiJ!LqK3@tCL;_ z-e|m!9Z}imiU9zv&7K@pE2C-}*~;U&9y;xdq-5r?A8LUryrZ{YnI_L8b==$_KC zaYEeiXxY`-!G~wHM*e^W6RJDdi`fh@=SgUTmPJ(Uq~YZDAvV}^C<+EP76sELyASdT~#^Y8wkyFBvlAf0+nPzNq|QX}|-R+=g56B7!2(3O?J;%?^%fkB2?(7W#0OA=+2gY@YR3v#*MdazLah`P; zD>WVp*MHHD$@QP3g#)D#zB_o2d!^1$-PF)mqG0YwS)**5Tadj%21JGywZ=rH zg~k5k2 zPzNh0ZO0-OmTMP1J1-jl(d{Pj#vrY#@^a6es7EeKjPkeLI%t zWGVk?YVb6-7oK%k@LF$662jxuIL|N?EsHEYseDuJhu48#h6m0!v6-p3etwuwDufB( z`t(>y?6bXFaZ&lX471asVe@8M)qCwbGAIX*(j?=(W)ZWEF-`CAGY#rGl2ZXvjcYh( zyQR*H4nMqtpW=OXdc(&#+g~)+9DSPog!}_Ck{B?^77DlThaI+cjTSA>{-zodt5EBW z0KYurC$nbVw6)RYb!9`1Dt-huIo&mf^){g#=L(+Vr1+M=fBBQDeN zEeLYyF5Eas%^;Ea#YM*^km-6l`axgaShe1S=R zi!_OHdK7`LDND5FduW9God?@bXfFI1oFLQ z5N!183=LeB-d~!Vh|;gF!M#i=R-??EO3q?MEIW?v4BO06jtzcJELYr0TJD>Y&?31e zkTG7ndNwE`Uh8Y@5H1O2B(W(hJ$LuKgm+Tf1|N+gY08H1`J0dVb`w3z%YMWs4~7rZ zcXClgp1tdnjIN8M5^OD5=01;#5(An`itNeWKMC*-7C4YOHZ1n+-?At=J0RfPA^q6@ zctS8x1diCWdal1w(bxaaxey77y?(QQ>aUZi4d0N6`Tmm+V_-!@IOW uFpx?9uhvs?1kB(*wY*r$zh=1eYzMH|AnjDbLk!P=zq@MMsujwXFaHm1&$x^L literal 0 HcmV?d00001 diff --git a/epinow-regional_epinow-1.png b/epinow-regional_epinow-1.png new file mode 100644 index 0000000000000000000000000000000000000000..c5035f3b2c6cd193db6378a2a0a1836f8d5cffc3 GIT binary patch literal 59770 zcmYIvWmsF$wrvOjf(IyW!71)8!6{Z++_g9qm*U>y6ewPxxH}ZLqQ%{z#T|2Zc zwo-CZAMHLmt2vsOeUSU$@WI*I?7f^M03Z+@tzlqArtwNFy{VR&b~Jdppx`Uk6K`Uj z-TR4<#oeb5wf4&_33hc7af62|nb!2&8xMKbuf<+TK)Q<76V{*gx)`WzN{=F0f7Ge| z00lGNjNi%SOcJ6VG;!CqB>c2(`@MX-opIu~v+8oZiXQiqMeo}x9gu~jf^}=^Z*Bkf zuU|s0UB2U(zT>RSF-c5G^a!LI-5rZZC(yptxvR$OXUl^MRXK#uE1~mc0z=e)KLDQa zdut2=Koa)@sB@+_sK12mGN6BPd+GsNMBlMbYsOOJxjq}ourQWHJ^fnxjIu*>r3*rF zIbDho;VmkEP5oPDkgqgNg=VTP_};%kX2tf`Qt;c@S`Ob=YluIul9`;p{RxL;X>2aL zey(J*uI+_9e`vBsJ);2_w6umgqn(NUGSl#GCEIl^F5#c(WGsSUI;Yr zv-l%hBX>O{`kpM!Q`YOodKI$xA@gJNW41#{a}I_=z7ATEEwY+fEwe6ruC$gUHmt4# zi_@9TW6#}2J9AY=JN&vBPbhwf{s&8%jl2gu!W!cD7sh~ z*ynO)CxT?^W8}jl_Da0lF_?HQvi;rR*|hUs&2Ox~QP!Dt^=bPNJ%gJYrf8L1OavHP zo!N{B&ATmR69riH$yQr{DsL` z+-N%il!+C1UcL8Z_+`2V6qpI_>C$>jGFD1?aH;3%K(`8*_h~bHzJL7WdyY802Kbr% zjQC9FiQa2A`x|Z`1U_iLu~1e9Fv0J^0EBRB00@4E0RND{KX6-;4g9|nAS@g4|Lzf{ zUmnIL>-YcwFu)sW33X3|Lj%+lW{o7Vw)_N@lY@iCTG3gCbs#n4=g*(fhWG>+u>_9M zd!mG*diqbtu_bh5F>KA4lLgJg)`y?WJ!A5Xs8ezBTqIJqD!y3;XuRH3dlsj>2= z`D@0MkZTf4Sg?!|Y#=-Au?)=J!+jw{bW_p{TW@ za9H-gLt_Vp4+3Uf-rx|;=`iMI3or+y=RVrK{`f zsomY8qm3xcEZ-}g4Xs;!uV?-D4ww3@5{1vH z#3XZ#+FQ{izspjiiPbjmy^E>0g{!NENy$j|78Vw}@W$pnUa$Ehzy?-K?WPtN6|{4r zqoXG}I{^lcT}adO^YUO9}j?y6Jen7Z=)$lLFrw zLKZx(S3H=%J0Di}GkyQpjm|!f?SIqLG}yP{bT<*}CoSxLnEiOQ6gw)oLpHg%CI0XS zdwOzG(lX1J4=GrJ&MIe2n}yG#)rS!qB#o#}F;|^ufsjM{3T=Yf=vJY5BSyHWq9P`4 zY!Ci5BCY?rk42kQA(YT-z;gi;cQK18te7a9( zy@Y$ejh?v3-RDgdsur8w4wldU<%mEan5tg-{a@32zc73+O2G}Gn%}D4C!wU&lKlO; zFhlbBaqYRhP8yO}Hc&G1PL4cZ(_0%=@&Iw$W7(j%YhNDliDPN298zr^w68 zdy(An5L!@BuuHmj6ZV%-Tgi8mhVmVH)^GNX3>Be0TDo1RQAYnpYWmIgNP3d&uK4r0 zcv7GCIk8n-Hmlffb}%@yWTnM}nIZ_0-+qzje+M1F6nmiUTnoqrmh04piQRNzGf{0- z_fx1XW-mFkL{~Izlc0t7xNaqBmALo$2f_l%7L8>rX~AOtcT-u@1%LjSY_Q$FYssPvqnclkcblZ@nxCAtHb>DDWpVWxCtV>TZ*A0z@mQ-U`= zgzcwD`}_Ov#~%BlNt1{%wpmhoU~&{*d0fd|A0Y+YR$1k{KO)(Fu|p?`Fj;)wI&rbAv2oKsa>DkGiA^V=qJsqd zG=T8g(#rN`s8s7=&F|fn6F(1$yKgG!k$@oDY}84tA=#%u?(|zkvaI@T;`=T_W7!^N z!apJc;j=86Y5s7^xIWo@3G z7Cz+p(E;xqt3UOPJajQW7;kI#Yg3tu#LoCFXf}i8Uuo|d3KKW|pM{2kS#Scs&H*s7 zu-KgTom1fDi9jHS#H)z$#?v^-9Og$fAag9NVl#=36;N*2rb}1LC56#QUpv>)6n!QP zko0cpw`zQC{ZZQK$tCBkD>XyktgiR>7tA%~N3(XtCb^^4EX5#{IF@5&K6oAC+UOx?V-k#M_}!f1@Gpu-vZP zIR2ps1zmuoGNCji74?=hEj@iCz1C08lV&kp3R+7Z(2D2Rv34~Qaro;q6qc7jE~$bx zUpm5fVAoHrgolkqoqGt$cy{Doh_*@j{+(U`LcLT&-d!Su`-L&;uue`d15sSoeQ=Ps zZyrZzZDqy2(K`w8*Rd#wB}c{)_rtdN0})S+9!(h`4!iq+^>d#k0Ebh+@A2+Z=dH%B zB><}|h50*zK_B$M_**sNn538|*jeY#Q_TT;P2xfDE`5t1^G~sX5C<(7Qf$yz)WS!4 z(z^9`M3F1^6R%?>L5u@zZ)N)|%##~`=Z+KX04N)!eo}JoNS-k+hkG8Q_2zaa;2den zQ+)72c4Rx1kv{m4YbuIJ6s}TZOA&bkNX3ai34(>vI6gmKPxXskRinvC6tKhBfuamR z=eFafm!0kM^anWuP<0~v8y?(t{GWT)gL|(5RxQasD)^88w^T+72Fm^+!ODR9U%%c6 zH6F{IWX(--g8vNGg(Gmi>_XS`sq5W0JTP!8veQ!RoEU#*`-(UMuzAHyyMYIahzdxs z%BIFvR$+KC0RaGNh+^O`kS3ben?A<>R^}xGudKEEb>@E?1$zy5pQ^9*>4sX-o-^M| z3_uF{{%QX;+!#G=-rar%Y~Cr-BEI_neG2rUfmhRxll1goZ{B$cmM3aGV2{U8g)p)K zQOFztnLhspdqs;gl;Q4u2stn}Mo0la-R(XEUhzHt*E3Y0jO_Z&Ml3^X$bVj=jRv&L zbenyT#eBz!Zw5?{kz*7~U=-?fmV9XuHmJZ12klJpC5#$E42-}Du==)pJJI$EkE%%I zSU)uss%j3x9VFhS@_qGLiSTyVS?J|&ARzozrNtEmzlJf6(ujT_E^5AW)7TpD3;pSo zH}+2kN`|FIi<{HX(C{zQ{F4RuFrH-2c#v1$#u?HQP1$4Wm)_mfcJjK4;^5{-R^ony zMw@MJ_kogU{eHTHH*U(fsNTAEEB+c98Wj#ZR|w%&JT@(UYEe#|oN(Xb;=6el;AF<4 zsjWvIepOpryHBQhKeEKJW;ZvvOt2Qn5K|qAz4(`?Wusq^1EuBY(&wnbV^O>hi%I>t z#O0|lE3mluwc8_nw_a8tov564bt(EHJCYsKF_#b_fDP87d?F|jH z4KU-G=O76pzV&dD$Mk-4tFLG8u0LL*P#i&r=Z`46k^6#^$%7n|Fl|dWF0sF@oWWpS zobF3z4>u-tOBD8j@hev;3GK+5=f4}uRUgeBvL!DocXG1=D}A<@Utu8cH6K(=wGgxl z_gWT@1$@5`LO4bC_NbhRXPXZrrGTcP@;7>Uv*4)ViqBfM^dT1u>BtyhD(|aaAX-ne z)xw@tG_ijIcGpDc&wpNeTwqTs!9I>%#XQxTn7Bn*5V-dTS8tHLv_@t7pw54IaGykP z1b=C~1JB1XD&gr8(Sne&@G)0ZzEVNKzo3|5rQ{DILOStbuHmLN)UO_Kn zZF7v8MtAD`*EcpPX2t-=bY!+NaMxfWdDl(C5S~8RO1^d}wY7!66ay3QO$of@sVhN2 zxp$H{j5`)5E!q|vr`X|(9b8uNpCc@bJGvyh5OirX6H)0u$@3qcdgC26^X6Xi8ru%$ zUP-tpMC{MGv_ahILqM9fdh*Q@K!l&3{SNtvg!0GuuUEWvylUx{oXoYXS2vqJFQFW1 z;8%ixP9I;fwIE_sH&b|MTa_^7{hclU|pOZ8D!{tPk!))_gwaL7!++(A7nM;F`v znI}Qi>!qgC4d9?)@`arUK^n?~W9p8bo!LXw)lGa4*&$?6*Cg#on-x4yj$J{+QNKj7 z|A3EcXfDpc>A9g44j0!P#&cW%CiubOSMI}x=Y8$0DXB{-tM6+ zWVN`P<>%v@c3%xC4hr38nJPcjrc{nnuFbKDKaoALiKrd5%E;XO!5P=@#}ok})Q zjNB0g(-GXvW`p4XDG|w>gAKbwvYOHU1Jy1uL72M>Zm&G`_bu=O3pf!42sa*-dwOek znqEqMNVNfBf=M!;D3zrN=?z@FARoX%FhiW1g)u)_aX1?Jw`fTvgoj{-qaH6oV!_cG zTc!Lg!&VsBY$_Q9Yx*Cg<$JxNRWYR(?-l4j?R@2RLlP54uVs$m{9Ynk8!Ym4vvIMT z8%uEDswfrXOlhk4@eyMR3%pN5gZs^58i2i{Ks(1-$%936^I2&e|nhC&)-`D zEq4tPdb-8Gp=FaXfHzU$xbz!}WfR7D9RPfgkxXhsCo8fud+)v*WX0G;y z5*?Bhio!x*yLyncl zpk=h(${;IWmDQACXKy7}!l17)##(x7Zh`&I;ypi@cI=o_W(iRwvh z`15bEuwF3Cq6ms1I)+26mwGFmplB)f8FGLg^CkwHyYrs`gpnIm^Mzku=-ZvtMr+Zc zB2~D`q_(ug&BEYoKGk=IFRnNu9M+2lBl%k`A1AeRZIb8TBLs<|GQoc z9_U{*Afn~Re6cD$5MdkNn_f=)fV5%yDnwx7k4sNWu{crHa@NAq1Aoe7f6r81Y(gcq zcU>G*bswA!ZD5Ny+HO*B1%yO$OTF3pjc7mqUeiRoH&i>fPQ6f`e+|mjFeJ6^y>?I0 zc3^N)()wj7#VLeW1W^rPaWLm_BR)=wyG=yF4a+yb~z|;LY zOYv3U3p6Pdf3%*9Z8rsF&nxM3ChNO@vI<_OsW@f||?D+c@sWSNm0Pz7GKiE$n5GQ8f>8 zCC?kG5h~8{jiZ&P->;BuX^{E^hb2S)>W-vk8`z;Kjz+L{7<-htvVebr5x|n;%ZFyQ zT8V@@vOyMJq;e5dXE{1Bu7;_sKagm5Zw5J5uLK8%lNYm131X53OgeV;QEbjEh*@y8 z^o484&Jrhd0(q~nEc9D+QmT7?x~>)72Deg}>2pcF%o-C4f&kaab|TUEjro3%{4JsB zpQO4!Yl!~Y)dPu4o%({igGxw&NfOzn{{T8&q&vIp9A#Ft3T+wdWw{k}xx~2Nb8hwm zk4o)!ZqJ+%W>#4Ad1v_@9b%iKo;D+)s%YR0_eJZAeXWk>S7H0joIifa#65<5BGuEV zkrIWa%vsL&pF&An^S+PlwP@RJ?$i)74zbXJ6G?z4{?GTlsLkqZBs^jqUYAaMC`8?iRN}=<9@(I};vrF7W!t?PO76G)HGo-H)<~FC1kl;|% z5GmCdL9_{g3t8(Q-1M4Jqy_@7`i6hT37qv#_%@JdP=TlEQW5;7O9J8}EVvX@`{FNjadRy4PCV7x9G_w;LoSsjmQe(4C=Q|ZBQ`#lf69W38 zrYQfr+L5eA2Es@I?0CAY+{+24U|K~@_AG!mAOL%MXr!zexo2^HwtRYlbrsp&(eURd z8Uhz&ugfrVOIgVy%8=$IDzJ_(83i+ZR&jxFhRbO0YUv|;K2_z7c9)bUf4y3Ahg%Nc zXI_b5wGA>~n*sK|(xRh41T^-q{1{DvsvVA;9Xa?YFk~p02;zD3Cw$LR{65trQdnFw z5n$d9QnmEp?&;nyPt9#80}qa74{}a2h8Hh7IcqWt#5_S*<8Vab{7E7^u)H-}w}0l3 ztygu@8-4buU>3>h-Q{gi;hKDCzvUPyG6nD{Ff{pPdNv6IBM1U`61CghYRxv%3a}LW z`~K{GL6U^n-MfFKlSJp~?2jZj%4LPaMQdu+9-r=>F&9zW52qzmwpU+#4|IjNyVozH z{t#M4VWHFgD8Yzb{dgJkgghTbuM1^%g-7RAuAmy>ZkD#Ouc9?wJ${mID?FXVxg)xy zV2NLR{$-~;`Oa>h#euwU7QoCuC$v9z?mj#)(1L%GBZPEOe%j4(ptP9ipWC+2%hf#M z_b{a8lRl~d*nXDkQet(o*NEn-&h50GHr`gaC5(9&+nBmPC7J_qQEZD{^i_88B^B@N zB9X*%#wf42Ch-`wl;}(Xm+3XebpKJJ)aA#jGX+7-wGECwYF*v#?=wkm&*F^EXQYe_ zp9Bvbw?*5N1ql_CL81vUw>iWTiM15kq8}vm5FcGVcXVgTQZ-i3<^C=|vZ%Z9HL_k{ zr+lQ(0wHKY1EfEDqHf6o(l#`)iaLK&R{k(n{whnI;DTauR@=~IuyxK^Fbm7G7QY7_ zot#%=z25Tw{I|p}Hkns(_6v43`4^p*)Np90q&&ot8%TN6iLxxx+ElG`;JD+SJcc5G zS7E=G%{v?iT`#i~evB6-wL4C$?lro zhrn#y@U^%bp!M{o0YqC2n4|jn1ye`#bEC)q*pa5rxx&Q6WPO(A^9GE0BC(f2>`PF) zCv*vdhGQm*-Vm)rQI+Lu5mvuOtLmbJX5_RHyfk}@Ms)%h7lwT+qFD`fl^*-l&^va2 zV=TUZ27Ny)?{ zvLahkNI}7NB*ZMo>2@o5ihE2%O0U5#$9}0{;eZFbJo|ECx>_hWdHvRCYQ8Zd)zIzc>xKe@DS%Az;fRW+haX5>voRDzt?y`|I-|WWxM}s9O zlbq?0H=3Nd(9Qy-SH<6@kFTuTxPOjE>Wzw1mUsSZuRtE%f5#S}Fd6M@Ze)$*P+u`WjUP7ZhIOX2F9)!M|OZmw7xXB=%x}+6_4GF@sIT?Wj z86zKjz!M32%_E^2?4PYtf!5JYE_eg>R2OG&mqyRSN%Y{SK5ZKFRbf?G7U0`R(Hur4 z=^o2ZHdJ8v?n%Ak)KBhuwP0zfp8d4V-%&ihh=_>j3Mb(wmsYR%Hh!Yt5&KD&)oY>- zTzr8b;O=m~C2|IaYJVVKS1Ol}#+GcDqhc#rT#0+lvL{wYz(|DYQh(!x-?YjOAA3?r zfZ%Ifr;d(Ac&es+9SsD$NMCyhYd;NTAMTo4TdM>??RNL}a=N;@ntbK|d5-YT6`k~x zxnSg!<14?lly&ct=KY%6Ix;`sJ;`rhOMz8DRQNjhIg4LMnW|4a{YX75%PMGbK9z)L z&|l*Zk=q^D?Z7V(^}9EzYgy>Mwf~4`K0hM`pKtTFvCet(kmR48-O3nLG$^j@xGJfP zZSeeKT>2}#<@JNa zX=vYx6gkv8dGuM<%^Y#NZ{GaPYnyrsj7+~n!BFYjaD7nRqwFU-q4XJ(QR%C^cXEzO zXxM%_S`U57{ND4%yX7%BR^O=?|KjcQ#oOtHh2lcV89V36IYgfy?S?3scyP)|=K?<6 zI`weoyF&qd&yP23t*o4CvS*0ph5cdB6CrF3j_-KUaiO^Njg3?Am{rh|daH1HdS3c$ zf|jnNZZ({7C@o9qqo`MEazM}wcU^V<7Z=q0AKlQDn@9cbLbglMu3k+&;YC&#%;JsI zv)r}`|95T~TaWbx+_u(x>7`89J3Sg*1iL?6ib;G zv6cv95i@PykH}Q+oTr$V3pCNvyN{ej_&ZuUkMN{TKDOU!@cu!m(c^wpQl>+&hkzW(>mm26 z>cLQEo|QfuI>5IDp5I$6KOJJ}#ijU0H&974*c#=oCv0L^rl`utq#GuXD@g2VMeKAJ z$=}cq;HhxcDspn0wQTv!KC&0a>h}xHpsgc&NcL$oXKoD7c~+Y#wE1&zFl@e}6!CzH zplh46ge6biWBTffT1Jkbifd|uL@HYUDcoHYiYwnAH5$n#V3P8UpZHx1*W2%mX4b(u z=B7t6Eb)GH(35E|*_oOBYRt*}_vo6VejF5!@_fti>-RxfzN+kUDOj?FTuM4c#0~BF zde&LhWx-j0p6pB2y}?`pjbh>@BeAt_P1uvys;EW%T7YrKYa*7V?bXWH9~(vQ`hPok zi@s$za(Nt2-3g?$6h%1~D?PC~Fn`$XdGmb7KYHwwc~!Zi9`)peHSAk`%idrVtJ7io za5O4$9lKF85rGOLf)FjeCb*&3%Lx2xZRWa~kszNISV+Xle5awNEJfC4@{4y!zk=b20pwIZdqOi! zj3@!=v_WNNflv?FkhIoCNS&60#r3T!wY)X$qn0>~^v%yBX6E~Dh`WhSXEr#GYww~c zh00WQ^|&*;$`?&ZDJ;N>?poefkuCx{kJ<(sb{k#uXB*#bc}>M;-#mBXmQt2_Pb^nH z9q0LzA)0`0h_aAYl4n|`o~V@8p8^X&V!RxfTWQ$G*7`;q#KNG5iN+Ote$Ay6TQ=4n zcx-B4U(yCAsb?VB?+j}#Fdt9D#nmNocqAPI`j#u&?`(v7ShPuRj>+a%rP#4fa&@-* zPjPg6CC3fjKlR0Of_+S)ejmE#;ZajJyC!u+$7RnbX^T*qmIaR-$)8cd!za{0cy6^r ztK-ChBwc~!ow;U{PLVLv zZnu;{wvksZmL-O~h@0CdeZt><(BRpqct<3B$=)cXKRegv?LIwF+EivC%%GG!{ zT;&v&D?al#G?Xx;p~ro78~it^1JCxYN0M&(NFykd4LuSYY(A}s`%o2k9DFe z$IAksBIW){fZX(R4`OLWVfsA?`sGfB$JAh$9|Ef8=PIL*niQHk<4B)Y6JsAo#^hYn z?z!!Ut@ATBn#ky)PY?PoZkcI54)952zsJ$$L;$Bz9(}d~8C9;Th~1iRK`~il4R~9s zDNDz+%LBb6cCD^?Cy92ZQq~7p!P1v3ahuMKJwn%=4Thf_%wzw>c6xyMTNuK2)aRWV zPRx)BHRcEQCicc$^QJf67auM3#WsA#dI=^GJZJzp{n}x`+nzXT#L8yXpziNXX{LUE zN8XV_xR>EEz8t+;&dIprWz{ouAI(Nhn~~x}R|JjB)ZieIvsgz^392LhiyqK^aZ+?39qZ>eZZAlc@{g+?lRicwMFDnhPBiu?(V)wYf~O zxInzkTvQd!Lx5HTONzLHIb^rt&6;=M9_y;6@ z7eB@v-3dqO-k;!ck>)3&$nR@2!0{is9^(KKLJs2E5~3jR6?tcrt$|wMBy!G>3!mh` zy{^!hzwRwk%iK*Wh#m3^06fVDx;akkOns zhH40$y2;73O>7cLhJc>4F3V6SL1Lz^?qOfVj0bL($9$+sjUwnQ61U%6)13r$D$oQV zO}}`kB#OQtJC#HTR-Clz>auF2;+zvk3%hRB>0mO0rbZ1cr}|W-{m~s!e$3lnx^X9KOhG@qyg6oG4`F% zAP34*248=gO{5X7tLBMy>VR`SAOu^GG=S?*5XOic$2oAz)bQS^9m^^PHuP#XZto!Y zlV}=M7dteahUUkcFl|NJmt^x+FhEJI2nG4bK}BqGky}fYg2d!V98Bw2R(-4`zC$x5 z();;UNC8Cn-P_uexEGi@F9#<&(aRu1?O%L-AzSg$UJ~B5l<6Zp_0A;TA&s`cT&{}w zY@`}4w=UZ7WlG0iaNMvQ0QeeLVbC&*DfN1fvvb(ZkpW%e=C`RP3T5D0T!AKAX)dAW zJTj$3IaL@u_kQ6s&?<&}0{IScV}jdH1cc3X=dT|2`F$)vRf0`Y5ySeR;1$vIqqfvs zo==k|ho8Zm;dO7NB}-h9Rd6h7=dFZd<8BkdU$S_niMUUa;dq%7N8o&zdv81aBir`t z-&gvWWOmg?if>1eu>L(|UtocK^5pVIQ}~NxtEB1*#MnATdLFu!AbHszX1l+7b@&j1 zBEA5Iv<%!AKJf;c6W;`!YHqk!gEvywUY|hO8b1HJa*bj%? zCTPs<2!;zf#f>f)Z{1&1AE;13Io6FdtpWP5&48_!zmz@G7bc#;^7dO2jRBmz5xp-9 zAWRZm29kTp-LMIBi)Dr^cw)hr3NE^0{Y7hr?(B2ePgOd;u8osXXoA)=gc%}jIa3xh z`|7W>b($9yHjbp`NMg;OvBv-O8ZMhy1jB@vd%Ez}5i~(YosSEYMQCnZDG+7N-(Pfj zqn)-rQzl`EWk@x;EM0^+f6ki-?3%^BUL;CvZ)l(_F@Thb#e$eJW&!ihGX)%A>C8P{ zv1ZGZ_BwRfvwG)bC0M7pH>?sT!Q(|s)k%%AklDp-{I7vJr0bdoZgdBD!!X9u;zIqH z2;Ldt)pAddNygz*p}gbxZev+*)BqomP7!$5M$F>R)z~d{L*s%sLpAHZrKahN?ZC3uTT{X_3wuRGX0`s<_4piJv-@okEdF$ zP{b78Vaqx^o)Ef}8D1)vwoz4NULEV6a^B0#oq|rwxmfP;&FRj*yklDyLmCL^fB(yw~UOqYq_sRK;gh|3r`CMsN&6vB zpq75DwTcudNgZIiU9_?1j*BqRh2M?lfS5c6)39QeT{IFtA?5##f9Gctn6KqP~^IEk0gp^EBk?2CpMT3ZyY(t_L0uyL) z8Q@kr2zE<7-Xj7M6HlW|u|!kTQC^h66Z_o!1XVCsvT+fz3=iX5P-1E%BK$yLX~oS2 zXXyu|;W_{%5j)>tU6Ms|W@SttFTN@W=sng1=6Uh4N%Gtvj)sjlx=V7n)L#_L`d@aK z@+7E0FX?r+N^f!l=RrEJ!*|VGG}*Y&hKeC3fCTCC?|d(qyz{*2IDM>h*9UU-cwKqc zY59K3uP!Q6+b%D&KMwv6Ha{N|?-(!Caeszy5ClmuA4e!%!Xh1KZ2}fsS4tSXXy2?Q_`AAtYWOqEVzxAr~b9IjA(3lV1hQK z$f;&&OCp^3NRj?-i#X@vwJEEr?m2hn=Ncj5#8t89Fr`XdT=Cd&A0`T*u*Y$p9Hnoa zCqvmO_wCP{fBOaQ5sriC%#zw7A;b@EB;9}27IM_&w6_R?t6r^ROlqR@l%B)GC8!Zt zhPq5NlEoXr(T0(`;M+y*rLuwp5 z2y1HLhxG8#RtpsV1^VCvm!u78c}&J)f|{F@kg1i*zk8%CwfM4@B+FL3ElMb(rnX~h z^L)R3QD?p4*=$8k^)6o)w(0T?@)Ir)-1UFj@sDt>*vgOwWp8CCi#24{3lFRW@?2Q# z|Mk`W6KKqpjvbkmId!VkC;3XLu!*07^7|L3fzps)q@3|%K`=q;fL>f5w96j@BK;1t z55_o1`%36iHzHx5tLjixJ7mJVSn{e2GI9dH#X;k~1b|_wo-BK$N_s`xWyJB-c=eUl z2KGT{qy-$xvaG6Eq3m&mX*7aCxPv)oU*StW1IKD}l5iZPbNfWqWb!dB*7IOLu>q|8 zOOSBfoJZpxowsusoqh{r*a@~d zyW{HqTOEWLT`Ofau!$I;VZuStaHvL3`wR*MLf0=p73b4^aDENDp8S9Xin}k2Ar#Xj zA>E{$x)HfDBm;l^hGMh-Oq-0)hm)aiQitLx2g;6$ON-wX^Sf>q@57!@fk@Kp zHNV+%ODmd70xSpK&QSxlP~>JJ(X8!{{}x4t;&0?o?K@<6n3q}h%R)3i1=bOO-;rBj zepRp?TMG4h{S&_ERje5Bd^m9B6}_r^x&&efMujFS?%e5q`8WGpsF?tB_d3oa0`lybn7D=H+02{BkT2Wr za2p9vhf*TkU{WLefU6X1rM_xF>SRXj-lOCk&%N3qM9eWRnPn=)e5m}cc!=Tng*T^+p-gq6n#1VbI3N;;PZ*Cit7?SThi_eg^9aXo>Dq)kF-^GR@}WLW$a;{D$l1ml zr@IP;&!DKDbx<8UgsgxH5*VeM{bw8$DUk{?f|l-|rIv5Pa}GWrhvq%{X1KpiUV9hl z4Od*l0F5=6YbV794clypoO^3^0`e$=AwTLQqk1IR+({`xh_(ONl^&;{EtY& z=A#wu%>xwuV*i`^FO)dM^U0)5llvE41f2K=97QCBA&FWpeLpH|x~mcDQ+bxpni!7E z8%$LfrQw4{(_$=|L zDdiVw@QFJkMQmyHd?x#1?nmab^3lSbFB^xD(_wek@)$Y2D3lX-@P-py0kyYDa!@_r z+i(5+^Y}%rCA8yzN8GvWbmW{lhAOs8Imbk{E%|r3k$m!T=} zng-442o9<>AxR-hS98hzIP7t~3-wyE<+|(k9B*6^%oV+x#15VL8NK94^9P}RN!;<* z{|e!@H%W3?`^-H=RPN`lm2>X;Jsry($7ZT1!^xe4u?-fF!PI1 zS!+xck-aF&HNXQ?8T(K@W{iB00G~A?ONanv0Ip9@7-Y0eR{8K_uD^@Fx?oibKIP}a z4I5sUw?6y%OIx3?LnZeqip%S-@q+HryT2MJIk5-rdtteQZ#E38m&6zUlEJ05D%blu zon(hsu_~GRX3Hm@_$B@#{ty+k8S!mfALLPi4Gg!pTS8fQKI7syn7AxK{0np<33sct zLVc?%wr+Wf4LYI$p5tW=mZV%MTtvw$X0FffDPDNopDV&F($c=L8OIdSK6mdL{?qWD zkDsVSBc+ZoW5W5-&`e)nbHG(payEtHA3!`>^tn|sje{bp_xQ$XH#OWtuJmMg=7r?Y^-!%;%}WFfy6@hZhVBXPuZ{*Uyn&hf`Dj4P|hf)~|WH>-QL1=>FEMZ;x9AgX~6ridA0xg!T!GT(BLBrR_F{PEHU3N)}d za~E2_-S$F+-;g3@JO5JJu5$*H`9GX7dpM(5vRNa5qq1WT{-&S~FWA6$$5V{o>Bfg^ zqLGI)hwx7iO7A#n~O=3brCLnQ0 zI{!Ue)%YZO};-$}6l%q}bjPkiI6dnfH$LY^75+!l_!2^L#Gz9OCbxpY;z9n$L zVCUXA6N?|KT!_YqCTH&7&sDC5P-(}`cpUSX2T5UCA*sL8RPdm&hzz8w(=#;?Np)U} z9azx6RuEvd!xV{6M3Jzl5&6_*yKN zj)D~dVCY9}2KEBTu>;yfwo369lfxm@84U9Ha)O$ z#hui5gLF;Xf<07RAC%o~CgOoi%TiidYEZQ=x#&GoH!eG+ZEhHv$x}A{UNBIAZ2TAK z(&;~-Z7UMs;|J|bDURfpld26S#H9<0GoiTbfY{rx1-~2d&Ay0%i;jw4jt~7}#_mEI z#3|=$sc^7SyajTe|0_(@5};7CPeK#6$DQiYn90nCm4r#bJ#vHuz%QWf@Z4;cUMgE> zgq{oX5DMdPqG}`>C_|Dg*yD`B4HkzJH>zJ=-n>~_p-abVOiw3=mdIs-PSJe++~yM*=)UlWB}cd_X$eU5e{^p9!skkf4ll{qtGlhcNOj z`6+9@diYtETj^|d&(DrcK89|jzQwr2Bbnc}nahzRr-^=u!c+}{t&uk3n+7=S`Z4)f z`FvnhiI$+%`_=17xF#=o$1uOehZsn}v_PAHp!cbNN5(;gb|WvlC7R}b34Ee zQipz2b+s^Y3=?_@DnCTQBXnj*r<^vO9vl;kOWv@_rTLN)|3Ifb$JsN+{g7(3^wgAz zv!)ol-(Bw($>=+PYG2h}w1V+C07?n%)`harqf%GHY}XaoDdseeG+T{R1^8ngu?1Vg zuo-+WD7=XE@tgmOT_H+3OV^^2UfnmiezPRU`DV@_Q&eRsST<9JG>Pd%mL!%lb3Vu+zhSKR6Zq?G@vvwB*F1AVgq7}UO)`|Znu6P$;Pnb0$0eM z9Ap*=i$>BF$^(nuTLsX2apM0SOUvers6riPQfqUdfhUylKn`t}n$5S{>6v6T)b@l= zcNGI1Oy_wJLroXotj~eO2&j~m^NR;+N{Zae-lX;??519wiA;-?DiZMu-w;67KcC}XIZxxPwjBzq*c zD>CE14};*t`RZUpc%$hkjmi*Z089jvI-|jH9z`W1Pq4NOLU2fk#U*^AU_4s`0-g1~ zQ6Y&|Y1PDyzb#)Z8wRLZP}r3fMJB}>^BzpaRmOUR9y0Lm1~KP*_JkJ+@O^-9aMaSU z?;sp^Ekm?#ekCqp7>H3yn`95wPBalq$zsJe+^KWbUe&#YD40RNn9|~;*Y4z&D_Hei z`I;EQ;52%X2&fYgdYF>i1fdK2RWhPa*ZwV-9-@r1z8U_8Emp`}SDx-?-@H1DMo7~? z2wc)a4G;F4)=L^a%X@U@s*FLBkCZ9DVS#nGzYj4m8RSh2(Wq}5l|XzSSC!yk^_a^$ zz9%vo5JWGc51Bc{26GG7{SqpY+yebwh7DlYPm9cP#d4y{^nMS{s1$*~)8wnL!VKq# z0|pvk96B3L24v1zyHzj)A8TAFU-a-6N-G;e39)(TEPkhEz{<_8<{G~GqVK~4#faTm zHJ^5)XOdCd8w3O})lb!^rk7E7&l46cY%o}5s5SK#Xxw4s?vZ)*7U&?FU(q>tO`C)1 z!T=#za5cutWiA2209`U8KEYZul*JE|Pz=OtjnC&#VTsQ-u!|1b##bMH8)4x%E2kD zj2}1zm8gP&!^M0TVsP4X2osKl^j&4tVxrIw?xD6kMGFUJ+Zwr=9*mAw6-U8IYw}jk zfv-no)Dm+N0l?hc+&Z^|SzMxGj0rRZupq=e>PeKNw$j3$%La$9FqqlZp}K3`=SFxj zRB!-@Kqwj1`5tHY;2;;SfnoXoXL=eusHXwvHSqOqIItbjEIu%k;~Uhcql_7iok4I` zfts3MT>?+?e2ajeffRuy8-Ch*kDa`s2|s`VuW)!FXNfeW(XmY;)0(2Gx05;hovdpy zy;Y9f3m08P-4)7e6KNxGe_}t6Uo0V+1@baFs#@u=<_V;?(hI2N zdX@G8T0CZ^jCP4WvCUd&9C~1Lv(UeLHTtjmN9I}gI02LpE?BUfRghO%IP-v6 zd?=waoYW>DehOhs$Uz+)A0S|*1q;Y@9$exYIxxVy<`b%(Wa)2_WLb_BM7}o09zgV;$Z1^~2@{jcq4Q z(#H0U8yk(y#ybh-i8eAe2tWFx>&8P{$ z)t9r0dhQ^XBd6yWBEohrlH8Gs-=si?tp$I}iBu!v#6+yP!^9>@TNPQu3w~G3fOlrN zlCFEn;5MRnPu*Yuab{?6B$g3GcTD*k5-L7oq?a`XtIX`@c+U>bLU51gcAUiil2xVi z#(=RTkdVVC3F;!SP&G;)`V1(UOW70Vw_sEAgkhk4OW|x9z&bd0>uKH?UNz%H{? z|HJ2Lc}_lB+GRU6YW=S6d58tRDv8toUT zae*fW{+k(Pm-I>vUf`2M@_3?AQ_V_mVX3J%l%k)&O`q&E!m6T#`mcMu>%twrc_&KrDX7%FWHK>-FpM#Ne*e{Rey;CDaI& zkOwDsq(t262-XpTAtNC~ekP(KwkG3tEWgeOM4?IZ1Q%elgg6u;W$JIOA}@Ec+~LvJ zD8`FVym1INLyag1fMR&|`w+NwNc6^6#vOpLJaE11G6W}_(~IU8do}*{JbryS%*dEB zh|_T|_Bd+mlds$2dZt^|F~w1&6*$659s>I_RNBbNUc)Q@ch;e$rOE>D&;eqQ(nWuRpw#5(S_m#SA50`?i>-jz-c zn@ zgY-u>!~3+X;pj!}EIvM-PPlkh;ELn-i%1VIJ9{ECieq-)*}h<$Bm=HI7B4RiIdd9F zVo%AM4c#i()O1j9Cs%Qdo`Xq1eC6Y4U5kfbEH^$3>*HK%TV3=Og8zgoCHltZ$nD%j zlN!@+17a7+M#Rt_mo$vsA7WW6Rv}N&jD%*POvEFL-{1D92ifPgKB>HUKx!AgvWGn4 zalOa!=lSLzGS&lMlOK`Ht#5Fn&H$t1yTz?;&F4vTH3$e!=KDT1`clO7i+uc8JcWYm z#)M1RmIi%Q^T!`DVb*1M9mYt{aVXvPP6fq@$@FC2VZXFBPahP$$6Fe zOHX!P9(jF=tTdM`aZrH&MLGKQqDJJ8FDprx3?LFu-d>Ou5Q*#UV-zr#px%!0QTF~Q z(A*WIXe~OFvPzvajkp_CQ~%^kri}qg6z^i0Z({SU|4~fbxbm=x*E{_EtrO0uW|`P= zI%PNQw|#c}tvRB9uEN$NUkQ*VTm^0b04uP84IUN&X-dC%9AdZPjOI${m|u1`|ML1p zIr|aw1=wH<0RN_;aLjU}t-9{E=k0OsJm6dZ1sN>+1_;y2C%ISw#UnB)c3*aFzQ-U! zcF_???%wW`;Pia=ypFk8&>7uFG@b1b)Ew;|X)*+RXy2$Z;Le^OMrGnaPvSn5@?-9) zW>rGllYA1kRJTiOeNKn+C4UKof}BD&;3EaJwrGhrH-ljFP#}L?wJi83>e({ig!^J7 z6O1qT*hffBO>MpAD0eRW_TBRXlOAdoWaQ{4;Zm<CqrLcZQpw4eyxKwKOaH+7PBP`0Fm9mt+Lxh~E@XLcGZAl5}2sk`Cu_(9iSSNg! zd@_LBKmY!FeniR>B)FdJ(hqH&aUIieA4RY7h8y!O8gXoUHL*Hp`ltDA?t$W71-?_&GB#=aN^PAiN2Wimh53hgc6QUJC|3vB@+|%e$wd zp}kaTrw>nUjRlI{{XHS+-QNqx4lFn-t0Cr>mP*DN7XyYff#ak< zIO%Chg@kP#Ki3T8^p4+tmcIgLKkH^jQVzN^QP0laS0J7Gbtv&by0aX{m+si zBRi;C$Us&nepasSy9s(Lbs5nQ8((3nl!AoRBLJWRw)oLpxw0@OQ``$+X)L%Jt0au+OAdkn^H>0?uK4c*Q1XJm9pEF`216i@O-@c~%W7ATtKyR~ zRg%1(hh87Z`=%`|FCScGzqL-)Xgf`cRX_}X4)kMn3~fwRw-m-|_O~zJwVUJLfM8`8 zjB=!MQwfyFLNN{$A84J#`_q?zI{NwQr+pJNBwrv1e18$+dmIhDzK24!L0)y zc^89bMs#=5Nn^q5eFU~D)Qtq+o4RIW%bFmZW)vmRbV(_$-W}cvi&W`&1G7cg26m+j z-1ZDC?5@-*;UrP4J(mv_-8tRjl3qqnbhF5%EoiqGhZ}YGz>ZBtO4==dTY79}0H>7` zo2!j{2?Yy{wo4Jk*4Jvtf=-R{gxhUgnEy2p6kd6??1DES0JTT~Dr11EVDq<-6uqC6 zWbg{*Cw}0KZBxY{#8X_a3YRtf8azth#H>4bz%c;Lf}b@~gj61r_}HAU&_Prilg_MsGy9H-`DoaiOwVlUI=@X1~#BZ2Wp7wMdZQV2KDyxwrBWzA#O zAf{sVI)??jBbn-AjI{nN8{<%Oiyo&`y_m^EQImU*`B#YK#9f7v#T_E?URr7WMf_y$ zx&9paEGQWOl69c_5|gmVkD9eRa((NtzyEHDup@w?{|@CyKw7{?Jaczoka#nS+)mR4QX`OXB-QVR|>6jRcn(BwNctt`tuWq`ps{uU@!oROi9PqU6 za8idQ2tq|M^pcjg&O!N0kdh-6Fr$9P771~`#bB9(?%A{os|P=(TuMlp?!!Q;*xCJ@ z>y=u2u;zUmP94`RsLUhtqZ{LAfXVeikzBkXST4?LyOF{X065FL8>GL34szNOx54DT2z=S4KQUfc0i7* z?(9N0^%c)$EjDfM4NQJ(3d)rsJSu{SFdrE327< zA69sUa`D#7lxVBsAEB=FU-zPfBgBW!U4N$=5|n!yx#>!!ccE8?3Nr3 z!Nz}1HUmZtpeBVO+xdX4tUMWZNfX4agHbmq83}X=anXeE(g6I_zox;&Y(zSUo7>y5 z7t$7oTN5@~CVFF+;52-g&kBsbp_VOKu(=kM-J9{g2#@0uO5X^A)q9KQkX(| zIl+i3qYwT$z=shTOP7Q%|AZ(E0p3(C_r}JA^;ZIuoM28rTqMg zWCeRv^BopkpE)S1>BKtTdh9Uo03paRM7A*~lo12c#JMbW$G$&?mZ8t@MOTCl;{Fq~g?54j9}Kg zdD7$UX-%(YJz=SHqbbZwkmsrvaEUCYhGyo)O(0P-5{;FJZ00Tj9|ju~0f%)CK-m)Z zO}s-8fk-pXxA0O`Ucwnz>uuI)lEby~B0V2DH$x>?l(=u%<;D7tEHe+~4;+{?qWLZ* zfAF6!CCrP4HU4uzTydV)xsFh81&>~C{$MN|P3KhRBBaiiM>oaVn#yP4)1A2NWSAQy zyL?eLn(5joa|^{V!lLokSxF&9d7D+8SMs%!AqqtGAQN5(ax|2!L39|9_vqx$M7v+M zp#oA%hu6y31j7&rP(r!XRrnEwG3p8nMEqfD@eqn`s|IBxQSVzio?3oFkX7Q7KKqH2 zUoF9i`m?j!hq>tJNckxu2lldeBFN3(`Ab6Uk*4%jDFxzLn{r469xMr<{w(Bb46P3;`mI!HxKQ1XHSo7z7@kz&9epN>9y26QTRaC2qt_1(eqa@0VJ= zF65j%XO=AuwS*uPE@~ zTs3@~wp6;~c(8ZNJ}oP0ztaR-bCZY^h8W*a_A8=j22NNYo&IG&73%;ZO{NEQYeCHD zF}g}FTIoMmjey8G(nfM-U)Mc@AU9OQ>Xb`Jp8NH{gM;7Mg=gMpp6>gaf9xV4*aR{& zR*4Ikgd|Pp6pmCIUNEl^K0!*BR+TRJFX1k3TzgHmd!aS~hlNDyMlVxJR!sybrqsK~ z<=v8YquiO%#oTl*Bd5=Z;^z;-N}^n1fv75I5n`(CIRzQ=(Vs|Q-YxczfL3z!2){GS z;S4aTrdC|nWPu=pcF5up|CxKtkw0xeWH*^TrOp*%yRcO{uL?_V0^Dkjjm1$va^#AFXF!NT!e8S2NfC5dk+eut zrqROuZ@~e6>1YF`5ZAyFCF7l}hK5dxP|gQsCnM_N$wUcax6`*S6KPQIn0h6BCZe+v zjWD?381_B?sMQnj^W6;#f|_{rBe6!jrtcu-0*fGGMvHU*)=24dn}o@N>HyE6PYYww z#`x1+{r@Y$A179NQN8Ri`r2Q4(SNtLGcGf@N}}F|pNft&vNINqo2jFq2>L}9jU4Yq zjQ{yRFD8iNqqWlfuEP#uFLjm6mvpquaQa#tCF^%ND4U`eSil-7V%0xR00^vi;GTkj z(9wKlcKQ?0Vd1>f6u`uROlheKSY~G~vwSSFo;*f``8;9HR^F|ql|#M55XGc6xTpBf zYP+Gf?Zn15f4=S1`8z>Uq**YkpPCsvV@5;N4ZUnlG$`Gq+@4fGHb3r@ssjzE9AzFu z8df!k3rAB$EW2W&YNw7qtP`l|4bnDfg&UQ1VRMw_xPyIeYqOiZ$FMjB7WU%uMV2qn z$gm?rEqsACIz<=fhtFt+k zN(Y0-C1m>%DK-W+1KSq5a)wJima&4oL%%XKTLDfYqRXCn=w?}Ay($ov{QqsCPN|tV z;_Y1lJpPAtyJXJiu!bL5 zzn%r9gpwA4F)k&gEk8zuw6>rDn&dw>RRkvL`T#4@+?l4swp1d5^g}PY;#3#oW7d?x z?(m|BW7S$wVP|Gu3%NZzU%^T3#0_2 zwqL_@E-0#E5j1KFP7Lm3^tnKM1PKl}i68EDXJ6iB2*J3ryt$c|S1b)8a!(>U)gy-%SML z=xWqC4uyY(hP;RDIx{2X5qEwLZ50YUK7zh_Ahn9hg%7~q@4Qu^!z_T^Jo&7eHIl2n^;#7 zD*t!Od<74tsj=Q>rL?dY^JJR_iLymt=}BVQLzQ-3?!&A<`v9XB6VZh_!MCkPZW? zxibUls$!weCbUS+GZnQ}flDmdcD#Je!?l!y1YzaI@ZV~9T&1tc7y+n;+*)OC-;H3L zfi2DZz$Qg>vZUUXsK{~tR!f2%;DM>c(V`t5RWDimZGEl>JO_+VP&e{1iX!pbSG3_j z(nE!_+-AtG`{vs%D}GB-%H>m}&Tfe0G6ff!6{qF<9Zzf<2f2&?Y@L>xZT%g3B@+%| z49BD1;BSG5SnN&6wNYN0FQ+T|v8ocqA)JifDVF~4Stf37Adix}zXBO?VO8`Thx(Yr zheSOXV4Kc+cG1XLbwChmT=U_5_Y?!$Xc_J7syVRgEWk|KPkc5 z5aCvwP7hk<5$fi4+WmCpKaQSY%(zG?vK9=jg02z3ry_nCf`V%0DM+B>?gJh7tjk$ywozR z6h_7qJ;3Q#usd$usu}!IJAFJ`^=6CpWc4kO(kHAe> zH8G>0{Q~W<$hJ<^8t)3$Ho{@e1#~6mS!!kB%vaULeO@Ed3C9RnN#tqfakn~C03S~k zB;e_p<$iPAVujGYsL9KKQc%W_zJZ3u>j&c0QIRHJB6;IL7Y}>czuz&JE@!K!Fb(_0`xnVxsy1>PMcnK!RTd- z+|TS%I{CwXCfsd8#5UtB*MNV@WYz43=owwj zPgVfM21waV&>4AQ4APD=EeD_|l<`PGa>P5=*Oht}cr=87XIW?d;_v;HL=?EWxh4FK zW*@}8&}M30%B*9}uz<3Gde^e@Y9ASI6}g9X=LOsoN-sO0W2ICAI@WoNwHGTd+$Mac z_w8ay#XLm}AGpQkB(JgkraXm)$Zg&KaOD~0MBp+mrs#a}{iuK1cBlK;L-H!L1~i~X zWv?!YMsQG?Q|QCiA{ykdZ<2LFi>!~Cd|a#@7BC`hJO&+;T(N zNyDJfk0}9UOJtu3d74cDQR^J87PyH{bQE9UjzacH?odtkuLemz1p&#e(@ED@WJK-QMiRe(Xa{!qS&F3q0d z0n5h2BfGWri5jXN@>+4-!pAoc@``qtK7_#QW(+dMtB{LGMgn4&m z3@Sck$q@>pYo`%?8+`jb-2Tt*$&OdeNf=fppPk-c4Ir$H4}q9b`H(cEES0oAs39)T8t-py1HXcl znOs-WHYVMkordGc_$>#o0wLzyEvT!(V)vbI-9O zg3y`Ad<#f!+}8JL`5=Vgdk(;;O{n;DNY}6v^(~rc(lCrLuoL=sUAk?%rdW(7M^aRU zFli!UQQT&005pb38%a<-7@lcp;{rO@eupLq(nwHc3B2Rq$?#+)2In$i?JQ^I<}RaV zs>lSh4iojOL@}BH7KneuD4XXzBmbqsM*qhfSYgYwMF2x6~#G~YL+EcUVbH2E^zLTGVzX?_z%DN4rl!LFB^b? z+&ln6P4+T1$-nTnyk!)*r0aN&5W{AnG|9N0=+KG=4bPIqg{+ ztGJ*^MxrSG^i3&2qHi#Y<_A<{0c^5NJ$`y<-;%Ajd5apr-8(!uwEo=`}mhDy9ifk1*Nb|GRw(D|R zZ|UHA5r}~Bqr&v>TBvmJ7>kFqrSG&}I3S{KUy)shWJd;N=WuEe0t+YRr8~d$cap$B zw;)&pk?pSuN~wh)M`*4jUCKN$vLoyj6e|XuEX>c0vrinY=_TAsp@nxEti}bhN}Tuf#rl! z)GA9L%7>*fq?5doXgPMY0mP4RgvXCkJD7d|zI%=KfRMc%fIh`Kv+%GS7vzwDJ*8H4si*91)CQ3iKELC=)r!=6QRzF;Y=<1})AxDwqYhwwN?>r$iv;xp zz6;G<%q^*TY6z=m9OoB_{P!zSx#$T)OX;!Wg)xOoU!%em}`4}_jVln zBOnH5)E3^CJ|(gN|i%7lA+;9-kBfSp+wiCiiSgELN=b-#)^Rg@pbi4t1?m zAED0(E0L_0L-xm_BZ5J_!8%#%Dy&pd0$&XP?R2^2*GHC2_c8Zf9Uz~f0l?}2+GRtD zB%_Jkp0-ioR=zgrY$>)mLP^wc367Q4aw%(+v* z*nlDOC*7fDEfMZ?u!$|>#{}bqVKE4Ui<>g4kYd$Y{B1EMob-h_WhCUu7B@2XVc!W{ z;Vr%aNH>b<1%SPsj`7X-`s;94Q`6Fqv<|QZ+PP9P&rlKCvBE(? zJ^~Pg3}%{{j)Rkv0#~5*Mu&p>OOOyw-p;yZGlHIFX&A?qVqzf8Kf3M>1+0dKEjTD+ zMH^yyA#7?*LH8BO#nU_@#0}Q3N}bG=B1g>{df6hWQj;CA4rr3(qC%``3?ol2_dPai zwT9C7H&#DbX_@?#AQv_F{m|^eM_8bmqAxa!g7c4kI zy!#2R{${LMp~+E=rDVZe@GqBN-b^rwwv;pmu8Wha>pS9^IdKpVpVZt+<@F)uLi0iHMnTETTtbDe8RMGiaj?PA(~sPxETttsMRQ`Ix`K>yWe&ufC^$7Ht+2{wOvhcB?BPzrku ze_Q?OEEfhP@+lIaJR^(l~HN(q62-ne3Qa(1Ho@Q6nhdZfR!es)xwCbBVj zF~&Gx)PT1iZuZ^)LBt975*EH01u~@-wb+1j6OsL`LK=tJY0cVLv>*tgu3P70xubJ8 zN1aQ2M_&)tHo-2rbetu0kP@$_I~kQg@M&u|yzagDQv)-J=0C6K?ZLN8#<$I}a9r_3 zWeBjTSxRLmsxXtifr+_Gz}yQEr~($a--n^~_4UO==cqwJUojv-97kz9dnq_x{(m$~ zqA1OJ%DO*n;hTC2fTE)%qj61~8)I8g!vJWf=Ge0F$n9|j+K~AW9;E2cfMoN~ecgm5 zgV6m&%{gjE{l8y+8Lw*v*@cD3Z}@SEww$^MP0j4D;@H3oRuFhaLjvo+DOaDb9aH_# zytj<3Z1IH4%gX)hf>F#QaL_CoGPVBK6qn_7DfI}Hq_)=N+0samGnf9K1-p5f3q^lnK)52tMf%7;?8tq{gMe z#XOLs;kxMj?$a19e=k1CHgZ4=s*KS9YMZA+3i5Y7ksB(GaR-7goF z4zFL!^*VHSpul{-dU_-;{l3p|M4rdhnw8ayyEq8JAgoO?wvAAgA~v+n5+ry2!m0XB z{r+tIP%#xpVneclqYH&^1Cta()U;hhWAh zr5n}aPk8+PkZpfWj^1S#s*j=enpH?;UqVQKqZUv-c3xi4 zbMy11v{mK_>Ms<&E3obom`vr8R{dUKgc(yS&5gBY7l@N$- z70x=RX~gHA5|)-43?skPIkwQ+=qeE>qqbxhm=6{h>S3XutOI0CDG0IVKAW&a_5>?ac6)#2# zW_lR%+)Yx54H|*gP*bR5-i4%+Q{4k%K?fytNAY;N8i>;#$49@;Y>5IV3o*@NtM~Y8VDT) zMqJ!SwhB)W!Y9H(eaihE=yGoPaWT(e6Ks<$X(Yq^Nie;;0rv60ukd@prnnL-7x(Gf z90h$7)GAci6zI$y*B`QWtl29v@wD-5D zqeG8Mc;L9|s&W&wReHXL!kvdnq+ zU@R40g}hro?y$ukiO~9jC~@b{EB3e~LPLW|hWojFY2veB{Q1Zy#!Rawok(G^m6$5! z9Vj&zdB2_!66BFpa5jyy3Wd6st5ZAu`nEC_-3(W4fpij_6yrB^Rl5h9ws91TGCF=K zq4JNIft&i!y(<@QcI^U;+ZyL{oli1(q`p~Cc)p5Zwjjq|Ma~Kkc z+#RxXz!xPuD-x^f4 z{oGNUIU9pNiSOU69R zI-(52l#lG&Pa$-Nb|lg(^9Ek3XV>*-ucPwDDWGz$3?kd|izOI{Amy^zM#r^_2oXd@ zr-*oq!BX0(E{~TrFlu!OV^R(v^5sVqRc;M9GEluGc8MT1BHO28s;sCVdV?!%NKn4U z$6C@Nrp5HdmXwWwF|n89(hNh#q4n|FV*L!^>+VPJ>B)QWAC|GzcEU06p+6M!}sNVz)LfHCE0I zM79qAsVsNT2RV>!#d3RuoU|4n{Ds&n@2esL71+q&$C8|s^=Gk76P+_K>T1^NbJwz_X&7S8EE?VA{s2?Vt!dRZqO!qZ>-#LO74|cj0*??c-HY%uQ#$-{(zoxq zEvJ8^gU9k;08C98It4jC!!mQ9&yJ%7xgXFz(L!s3WK|Ds4EMm-DsDg)`zWDtzfq<3 zdUfH-B>)Bm{2^#~3FPsR`iF%w-xS_ zQ)%uOa!L3$A>=~tS)Q72I2xzh!+{}59c1@t-D{}*IkAT$$4K?+-&#yCt)2_)vM8q# zBhT{aU}Tu0gMR^DD9ar!{qHoux--UmrV=m=e4PO9yw-6~jt3}VXSEejv3&S}!Ajc! z&5$ZH5R*X;xRQk${eoWLogaPxIp>p%M6f}jRjLIQcZ^zqZ&e%`ew={|D-TUqR z+mfo`c1vSu*!=6gE^Ei{(*{N~t3 z*?he!6%2z!iD>~f1!EE6q@Yp-q4bMxO7wLKQy5Jc4OLi30aJJg<$&y34h%+DlI);# zO+Ipc@)fA%Ouyr3Np^KzbG1D?b^qD6;_bR>X4=kr)jG}xu%miHQ5vz2U9ct?xkDj_ zcYAt$W1*7{R5SRwgu&KT#sZ?$n)lG<2}}g2<7r(rG9l=_ay2DM_^e9QI$yt$>!Yyi zw2ZKYBMlM=usH36qU#GC)Y$uhti#sEuMeh2k19L9zf1m4d4?oj=l+X8OYXi2_T3N{ zvcrn`t1A#L9oXq-zGt7ABl3OQ=C;W43%{t-?}GCDByeu%#q+ZI0Mh?ys=i>jh@}?b zuKFsAc_g=$W;)HVtfkqnM+H?zTG=T>%m$7gpskfQa5r3~w%eT86fn(sR$hwq`Rpn47z3{ZFB>S^rimke0|W>arMOb`BjO zUo4@pC|g3=h^gIwIGK?XN7pUapr)bJtRH>>Z749`y-FtAb=BRpI|%;dFh|b;#XqiQ zTb1Ias<4^kkC6&tE_}1_+a9W_7u@9ED{}V+Uu04Ep9QxcHz`zT#(&nVZdR7`clP2Z znOud83$l-H2KbHZFC=A$1%WNl^~$Li;kDbNaHW}On*ka});yJ|q{B65bEnU}eqqC0amUNVVyMY01Y|Pre zf3Z2IPKHTJkl`iiAHTY&qB+{%I`>(yyWfmcv71hYmM<_lu(xbFODom=YFBd@MIe&Z zbc88rdtF;3%;xoKZ@e*k@#GO0m$W?ojK}#sV<+@xAk#d`Ha|Jmv7n%!TKYKc30Naf ze#Ny*Q`$gv^5kX63%=AnS+1FlWh|ZwS)A%M*%>f=#E=Y_3XXkN97CrWe^I;hwEw}Ag@L>+(SjanxU)^ny8YJjPsf8YW0ap zO)n!$;*4))MjDTsn^^a1?V&S)qwZ^2wQhr4k9Z7IIn=oMqAG{Rwxp_RqB}5-PY3%p zGq5dOUc$S};P!aY1?m(%ikP2gx4Vn|A7>UYeGx!)Uo)Tt!ZmSq4-L?T=Nt5d;4RJH zkX;&@)g^-{dW1KCB;!8CkCv?;?5wYZqd+gAdv19p&_Cc0R~}LVtRd8dbk=E$Ebe#j zB61u1_$;qeG37PXn|aC=gjg^Nh=26nZ_8}gs0Q?(wEcM*6XG8 zLXT&jcRtiE05b zgv@FrA-CGK->7)3WjN%`WT+RDNXt0;*#(7pbQ z9Ugs1E}MgZI)udR$Az_uvI0Esxyvo0*wc2P`MrG3n;Ev4sqDw)umyBXY6nwZ{&O2O z;_?tfM|tiyIYCtdn2S}0z2XA zw-Ep^y>iM61^I(uL1Aq$o~DuD9IzrX0n4aNi)YwzR28&x7__~67+2obXd3&l4-t8{ z`C`fVD5AWe6-Bc{+yYTx2h(7JG-w0cI>yF;CN8UOa zzTKwo(65Xk;qhrdZs1sJy|RU0ay-qN8Ld4qc`q?c|IW)EwDP=dzqw6!@EY3{U~}46 zs0GF({yjA);{%*~YHl7+UJU+T`Xl64pm{X;^@An6Rfc%(O)`5xXI`kR8w8A;dp++2Ww8%KQ^f~4RvJ`Q-GvvI{G|*JaAbV>SIG*dHO_5O{U3U#!b&f}${ zaP5V*5I_EYuwLAoWcxW^40mSH&SDgxDuXY&nA%|+{BY7Uo)YlpIZh`;+sV0V_xnUI z`l5FHb(ldbD31zC)V$*bIi8ul+h=!t2y1vW5aosWHWNj;&`VhDBSNn`Z$#JD+e>Jf z!f1Gb@GgrB(WJ|~o^P9tS=LiHtpY5_CJj<*>me8Dqpkt$T;6K9jutroeix6h&^iJ( zFNv!6-ES|S-|t4=_c8uugyaJ+D?SfAQIclBo$J*3`XvG}aUSqL>y>RyHm7R3!&42@ zvoZZ<9d_(Rnn*{9NVyZ1c~I;%N0o3wIP){>JKX8&xy}hhb{IV2Wff{<7=WGAERG?- z{DJ-1vOkcG*6_Q+#mhxMNn^?t-h0yP*e}|L^+UnbH{=S|Z;-6N#qz`4&D2K1+PeR^ zO8Y;|L;Km-Wjvg&SjH``8Ou1I@;vM#jT)Gh|~xR&XSSfBqsjJFz(aXzI@Sr0Q_(x~mmg4->dzc-xj zv6FPv*W{MtZd%N%?)s*ZP`?4MO%s(-uX^g=)t&Fsnzr}dvNsMht8EsQz}54Q-FnV7 z^mb5O*u&+>$;dXEp%|)Hr_)M^rQ=incuGAAp9!^0G{Qdpmo>G7yHT5mQ_sru##J9p zQFRqJ*=zx6V*GTHx%&F_5#Q{8)~dNeM&du980_=O3C})Xzb-qDyzxH;0smg#7Zh)a zNPw~CmMDAoG`E`S%<@X+<{sFLKD#Q`&~aE&iiGmh4a~eLEXA9D?kf5oQ0Cr>WIgU3 zvdXo;qukuMZ(+mHaf;hWj7+(|@Vgqj-{@!QCOBo|4q(Fq#didO*MQa$z=RJ za946h)zU>b+HRJipWG61mlSrz(u}V-H{O6}v8c2rjrr7{NzDJIEEWs!gmmji1VSGI{-Y!mT$w_Usw?jRl<$oKvN`WQ^OG- zv=6bY^zJ0*r?*y>ZF8hZ3gA|vzr3~f7Aq~vey!5_5D&nV>+VhzaMLr8U3P5jU7bAr z(zG71;Ce^aZq#%%xQg~=W}KcfzF>!^J2<+_?^eW#uMA3q^cfZUBW!pwNd(T9Z!Mu5 z1|4XPs=>%Sy>W5QK4X{!+G+;k;Slsc zFnclMO;c6th5{W_{t6MGz=R&SeJzOk#QW7*qMHiiRX;qqOOtTZo$B%Qv!Fd52A z(&VtMCO+D)Lk&&Aoq6lo`;aYShRy3(x=9@wwou`*Kj zgNg|XKADOBM;bc{Ul{@I_vu_%O043qGRx}fZFmRGq${=QHDkv~Je{vGW`w5%LTsb< zASS6T{+Zcth-UbZyGGG$UL`;D0(n*O$qxL#duF)|QNttMUlMzgKc87=6rn$KCEd%S zW5($iLI3bfN8n~~4voVov(2R!$&{fDlMeCCo97((Bot13eyV%+egV$RJ4ZU3NSVIJ ztdht>3XEyBiyxNSjoMy!9H`cxH@+zThH$6(zFI^5c$`S~Jf`H{Q}S0$jq0ns_a~I) zBh3oW4zGyj4fT#1DMh~|h6-!fZxRR!EkQPVn^-w3cT0sLume$$zacU`Pn*A0$(log zt0jL;{%MJae*}hocdR%>NM|4N4uPOQn3d80-8TRyI}ZQ*V)o3d`?b^^1AK&@iZ~<8p}pqp+st7o|fj5bBM4D`AxXY$(;2 zGEEH!Y7|_uuM-YN9(SyzJD!QO5W@uYvOi$tp6yPQ2$<8trclprY6zdJdx;1bFuu5? zRy&rJqQ~QrcS+z|$xfG06}lvPC7rnk$ook0ipDA4Q*aFLhMkJTW0As0(52-;!(wo} zQj~?}F=HUbnc#P9W9b4R&`8zplxE*E&$X*z@bnG{%EhXcme1PYuf?dQ{lX-gYQQBD z2P`3e^~4O$TzbHeA%SL^vu;?XNfb+ypjPb&5}I$q7sghY(6HknbF|R05G?7x0KZut z#E3Q^Eau!WN1R&B?$fT|_G5ew`&I|hrtxvB{&+ooudEvgoTt_6Kh>u>(JTCsGNJ3m z=V@P4Sp4)yX)a4!JHL(E|5yNlpRY8MJnKJ6>cCRBC<+G%p#M$XIgOB4 zda3wZ%R&~`oX(CU7?yTL&c6dz&IRzgmFXOrNZ`sfbD2_6%)MsjXQ{hwghg(l56k!@ zr~TZ?o#%yvGzCCrcC2{ciee8>(WzpK@Sbisp1X|juu%h3lgeWVR3L^^8CWi zmnJftLS#a$dYHkxq(al9Z;~U-E`Dgf)(YOi{MNIYIn}hngzF>FZ7O*&QH=Os)bf5V zz>HFZE>PmTs1?6(v3bPbKUR;-Gt66>w5qA9r#e4uLepMC4$r#9Wk%zxNzo#u@@aMu zYvPY>&9)A{5DxHO1c3azIBv1Sm*-UUXm}N-f~K1`<4ampmN2E|K}tx0bN%!0MX)nXFOEj>k)4d z5y*h3Jz|ySu=Mo&WsGIxO7L^kX#I>5;;nRZMg}%17M~gt;0?%Lzs0InpMNkT!(BA9 za+gobNYnkUwn7b3RQ{Aoqs<~DE`sd^QoZ7%WN;ah!X9|(n*%0P`XEHe6ctC!Afk#C z$%fX$|3e9UYDmK|fmHRWJSJ4K74n25V38+>-go(hd~^e~^WplH`fy_glW~nE9Ego{ zvq;*lF{n^2k7H8x-oyVE#anKRLE5%{XUgtysk|h-(vX0lZe9Ff@A8`j)m=-~0xE6d z0hTt1cBdObKk)`MY-Fd zf&`@ih>cHF#NbuN1u38ST(Kn&A`8eE)P_MBN$d6Erng zqco1sr@Hpc>ndz%G#p&w2jL$#`sT-Pi_EDE5P@U)Oj`%!4T=VX7A7D8M)OvJHJzlz)EE23~&t`R4N*t|Eh+2MPD;&(!=6kIgna_ z7-bfUq}yOyb#T1Ya>!LGm{0+Z4hLlmR;Hnu!Xx%;1u9F{WAmvnOy+!(k0YA4i`JsX zrNNNh!upAtLdo7#qOD_o8?M5s;uarLdV(_)nkGm^p&s_mq)E87K<1ZlRr%_+S=OY@d!fv=FNJGOCnt#ONONDw-+5_~}nX%l5S zw5?diY4(rHoE?Og$8Nk1A?g{45_?yLej$U?lP;)a7ADBOy)9UE8zNT!him{b;=q>q zqhAD@815Qrj7Ip#2kP9Gz^2kb`>-Q$jHwj+Y=a7t2kzHRm?5~7UQ`!Z;S{^0n^{sv z#WXmz=911*{RY1CH`lKRTM-c*UVdFY3?}Z`6VR7?l31rl{26+ps)8^j0z+#;GEW}$ zghBAW2%$54>vB)5KN-;>h`gtK+Bp}?8jDC2?~_Z$C2N9o0t2UYn$ zVcN^g_xIi95FT}Eqe)41F5BXGcBY{h#*OlmgCFKi{RVpy{`4{E3rrg zZ^(0gHvHDq#*CpP@9ZyEx-g6t*~h?g#)`b(!>Iqh#a-&7qhsVNsQ6bJ$nEv%hK+$p zeI2fY&?9eHDR-<{qAG}&Hl%BT)=O%)6Mmf{85hdb53;^mD!ilVdEFtw5X~D z4D9~m*hcecapxz6A~WC~x$$HFxvhlJD}oeX?%_2bb)P{9dSH=AK+>tW#aN@D4P5L% zsX8>Q(jqpbWTsy_fEq4dBXh(D7YFXghE)RF7d+D&t#ZNb&$Q+;8R>^Cy%W5PiaVJbT5 zGMvfQCOsOYYTw_mxwZL!3Yy!%$BXAEN)gsl{9+eT- z*o0Rer7Hnes@)|P6or`H%-ZZd#BorSKap=(HMy}0^s!p7%9~MU_z)7ALB`Z`+Q860 z5x*6R84cp9@2mNZDrHeWyxszesvJaNE>#&Zu^%a|7^?XgF3yo`gZw2DKS#N~lDk~< z<=q%^yE?htY<2%E<$LYkSVR>NB~x?{s=s};&Tk1HfN5RXEYwChY025Uo;XQ+1>g6V zB#i7tZKu&;Oz4loM0s{^GMUlXm(~8X=LH-&+8X0T{_th2tJ+ndpP}Gd<DIT;eGq*Ccf;WrAA-*WW+;N+RDKS^O z`BIy~)&c3j;8lI%+rq%fh|$ncG(Y zIZE+noh=>5pdAT$9ut8o<9oI5-iKQ3-#fn_y$hS-Y;}tm8JQX4f0R_!Q#K;Yo8=IT zMfSE)%_vFiB+V#GnAgIkm!ytJe)EwGS-e>XfvgMTcGum2CCcPD9*iuHvZN;BrZfU<`Jejo?>Dq&Xiz&B)KOT7 zrL1pFROs`XmRMh?6yosd^we9 zLh}+Z!=syz)FV|45C;ywen!n8MVQ3By7He^VPtgMGZYe zQ2U(x=sxVi#RcsY-Pfg2N9b0Legq}7xy+3G2ay=cf=XUkk|iKkaZFJ(sxZE`Wit0= zbr?U&8DrSkl>^x+u-u>6k@ELV0>3@idr-Drh3C&ATE`fpw!eX#0$^l@-C}TM!Bz(^ zx7Kpx zIxz@`h`5(%c~FGTZqQoYEDf0qrwOHHox%#81-B2FC0cIb7sH89h+**1z68_jQ+S?F zIs`n#*P<5kT#zCRZK0=yJ_MzFsLHmE)=Hn{BgVVVn79HJ(AqqT1cF=6!qK+0Grkmu zoj43(T~Rik;2JP}r~)xz2tx>be?U0t9tX$O-D0@0n`l{L-l;duLs}LP5ZHVL_5;*oRoiQnIm9arDVM%kOhH*5kq zMWf*&8ZP$d^{lyExHbt|gbGs#G~Ff9ghOb}(KB|2ZHYG|VbLwgRqScTTH)jJ4ixk; z$Rg>HkW628b;!q8ui(Oq1S4tR(4cY~d8JR3BgBjzd)@TWHs5^7K|H zx~^K7u%Q#!Uo_wy@i(Om&5)kFemvA;0xj+uX8N6?_IX(IAk{C<-Q+q#Cg!kIFZk8W>9m^rSyJwavvF% z7XFM4QiDx>^SS=bt6%4R{p|HnB=lI+`OrPdLv1S~E-(JB)s0exqkoS4I6p zMs^jkO?-wr!`pR66BLQUP_49BDuxV zn%1Y7v22fLMzb&dMp)9^?PkWqe8ACoz7ATb{YEVc+;mu4ne5xT+E>d1k$`CnCJL3H z6UOpMpk-f2`Z*BrRhrIhAWzTer%fyt##U?Y5Vm0H0oJR)^svF`ddz`v$y3;_rvzPP zmh4;}yJPcpqn}%Y9IcwUlqTs(XFWuVpLbuWijmd;6hyu@nR@QWvEyLH6IN^dVRiq; z7uhEgo1DQVjDvI?lp=G$3Hwn%m)6`E#@(M>2sjQXVwTtPoe%Ed7iH?7o!1G~FWQEJ z3Z>RU=tq{*3H#7iGG62&Q~?Dy+%>}S^m+v?4IxoVS;h9gm<~fXciHF?W%6L94HY<&F;QTt?80Yni2o^{U}WQzTMK##vv(-(EJvF(q!csL@3Jx>;WtFaa?seq-Qv z#~vdbiLy;Rp}X`V;PLTr-wG8Rje6^}A6CC)sfCbd5=xF&zAChm-}VgIYbh z{~6tu+R03VO**lAp$5C){q!)3A#i}@Rq{I6HVUR$pzn%=adGWVvq&O6Rf|rx@I9r0 zQo5VS^+_dqA4a*n(L#BIHQN@>$p}B6Hd8bM4u~zKoi{V>pgZh5xDwVd??>-q-2>V-bZfzY_opw2G zo*;YkPUv78r3lS#@}N%rAg*1=#MS93U+k&8OKW-gvd4Efk?O3A@8AhjENEoJZ{Z$v zt0Puf-JdR^f#@Lu<*b&T(M$)7%vk0fDxumD3A3y=3$=r`NM~{6-Z>v`c%bpz#TviF zi{D~Iu|#jZVXdn_ZOCCW`PDF>lKBP9+H6+lU(56H-W)OuR(0cZs17KoA&8+bbZ@Dbz)-Nq6Gv$z&|s7mc0i@SjmHgGmGb8k`kvWi+R@@?Jr z@2NyV&g>_jfI2CyGaOD4BaMq#fBXk5AxY-C3vS^l$00|7*y_#DToV-dI0i1nvTFGs z-C0_i;nv+Y3A?kTDvj@8XA)sO{+J}Du~u}o`IiO`NSY@2zof;;)fKgpNDi$o$_JgR zAynR@C*?Wug5l9lIZm;)S&!vnlPkrUJ9Kd~1cz9Ml)cjY0$wyFgeDBc6uz+9a;&Qe zQ@>B}9r$UWsC!Or+~UP%g|4`c+h!~Pj%-^A5>Q^oRkO=L}V5$oaNU%FRaV*X^-H$qM2 zNf{^{Dt>}8;v3#5xJi_W|6(BEs>*+jX1jhsvx6GS_6O_nbMW|Fx1)qGBis@uY+^rB z2);`(1mIS!RG?FPmkX(M#0vz;I(~zAN*H^*o=4FL&98bCnow`P+u40bi21V)9|`K^2UyF8H+>I1xkdzSUYhC2ZE$55Hx?3 zE-?!5ei+@KsWYoYkP+iO6}8Br)DodbMUT;Sp9oK@^DLenh>Y;^ypv2ImBy?}NQjyw z%2xHu?Q*Dl^}0I1x%(u?&6_=gh zhm#4eFlap%^i{QtY#J?{3eASPo^4!UmV=r^n4Cn`# zwn<1^H1qm|&BpypZ?CY^8*Q{dCpPF*{He5!kbdh`9y|mseXuf3=Y+DfWljK=1%(E4 zd-l67gxdD)Df&-#_<^zKfi_`LX>znOzpqjmpp8~q zRq3CWXxQV3XCYP1!|Sm?gapOjMFL^Ty;kH7*c=Ww{a7mUC5ttYoppHK=#Wk_`bA@^ zk#1AbTbIGpuCKp(nj&y`%8H^Hp>GNb>M}DTp_vROEn%{fsj<1sg>vh+TpEK1vIv;J zcQ0M%Cu49zO-tUA7KPuw;QsQv2TU_;oRV7m?VD-yNsGJL0*k*YV;G$}0-o;yrO&%2 zCDNwh-ry2M`lHvfrfBztwfIyr^2L#0EwG~lOdvAhn?!iq6YzyorwpTQj}1RVKt7@@YyjSE~uDg?fI(^`7SR3?f!r1UC6 z4kR(sS>aI=VG+#3O(89e(55*??LzW!=w!zl&O~XHrRHe~FYS!9bvAQU-w7IqnFB@KTc!^ILCJc!u3QInRj`DdM#Vf# zKybi9?Xy*6(t{BCRP!Z)YVU~O*|`VYgY$VlUn|kPjdW~*>@72NDF?p}V+jM+OpkUZ zsVK?v+9T%;410(SfjWAv5c~nDRo6$A+@`*12;Y=hyJI`Hw^sY}y$Qv9mWmFrzC9dl zKutpG*an+SP7dD&k$OysZ1;$@XZ^7#L1frTdy6&~hizakd2@Yelb)$Qe?$xlh38(> z8>Ty?iHuuJ5#_s*V(A?~<@;EurUI<3@+g>%X6s*0BuVtsWV!5I3np)G^2rW4K4)sC zv<9G49ch%S9wo8OV*faM1xH04%~~`^7@2Mz26niNRS)Bp5Zola`omHoq7d+;0ZQge z8pH2i=AAfyro8pog~Wc6QP6u*IG3?%?{a4$lw1KkeE% z(Z<@E>z69!M~i!`ol|9k_T<=Qa@A=Ur;(Yn?6$!Lj>*>5!8cx~RLob`%);&}$nAT& zo)3kJ3Bsnq`)LTXBF1uYa=F?((yKif3z&j?jwMQYCUGmS$?j&C0)-BzW!pdOycd`C zmYG)2iN4>sk+E>U#$VWQx}v4p_!}=|%nXvXfo2LYnfo<jkdY^n}9a z$hX3*3oH;nZ{^9vp_hkQyPu@CI(9lMM57tK?StA^IQSmD7K5GQmsq_QV$QBF{y^*L zy7{pSZRKv5F&|<+-xs=ablQEQKYl1IQYe3c^OJSHuJXE>-Q-5rn>D`U+eP@YSS3w{ zxNphIrSk>Vo5Pm-KjWj-i7%=y84`?lKVR4iNB-Ui7nYW`n$Dj}pD#}>SPTvERj@Jg zR6+>}=o+8`_qt2Cr*bU5I0a)>RxrBClU`;r*zQ=g-!n_E(Z|lt&XV1QwD?^!^58y6 zgB;GT#6XT_ZJTSs$%qrm4;VpTNO%^ifdlmYn4bmM_V8@E+v?KXqB&mP8->}g8KO#h zh171YB?$|vS{e^!%G{`KVJ6mUX>Jt>p6r-d@?19&lzeq6uN&smW_r%3BvQ1mPtzdm^zazl+y9!3Td*f$S z_npoxi}V=t+}~uUbglY`4DTLG7@-O&r{7?d0WJb5XQy`d%;Jg$;qNOrt=+;2{LR6M zE8N*_B@ED2(X8`f3ZhJ41$M*L7oFP*z%wO=ix#q((u|xIOm&JeReWjJjnFZj2k{;XO=9^l2 z9MlrY@ zoMaygp`;}JQ51FpmPI+v#tBi>dD2F@8d!twxw^4UP*)5-|d3VzS2hTtawL!}N*%)Tvfg#Q?^Y}^9sn2z9M~@F_z0Yv zDwFaTRoLQGt}C9dp9dVVTDmrKWDN{+zqR1|La2ObL5?n&EmG&J(~z9!1txZrYx7L7_8ak+Vyf6OKPvgIK8P^$}BsPc{YhPSgRe=V7}ksFO5@_ zOic^4>KL#5slLL+OEdj$4TEBUJB}*Bp+nj~TC^*GfLy2L0Ia|;NDEzjJ0O)X!EtR=|t z{R59suIu%jjh-;U?8RY>cRmhH^dIK&e9^I>(H~<4kuwXMNfSjbKYe?4Jd_bMWmv0a zq9Fz5jiiagSjBMh!)1A^V}6GP&NW^y3hiZ3F$@;W8;^sYoY;5cRs2TOG9L$JT?f+ z*ROgx7eT(x7iYKu`6XJPHarV@7boOlxA%{l%Og#Sjv=zfGeF5P(NL~ zE-)@k4(S1@&|3UJ%)4J^J;ku2CklMyZwcK#T}HTo6>Fbax_AVGC?w=taJ5}G8PAmn~wp;?We=I8S%!SVji4N|7g_)?P zY_LW~sfWPyY;(|Tdn6@83!?9CMJcY&W(k(az5_$!ce@O6BTBSi$tYFbbP={0xCqD@ zAwB1OeZZ^mzFlXis+8C}I##nO_boUzfHp;n14?%C?|g#n_jXjwS>R|yggJ73NavW- zXAgpo83>-QZ3xs$EASO{kEEmO)RJM7x(%@6%Oq+A!=Ut3N({k;i4p1fGD`Go74wX6 zx@5k7dJl5*b0yUhdhywBo%kS0zw>1cntt(Xb4ySTgYYiMOo+9$M{h5Fk9HWEa=RiB zJ+|wNQKMOtxnlm?3YbiKgdfQNX$Mf816X zCAidf;EDNPItt~}Mt(Ipj{Yc7J*@X&&D$DIN_z%mS$||q?w0t!*V%)dz9JSkHO;pG zUz*v){?Bs3Dp$BFV8=!3@&Z_fz2(1=fwut>`tmHhb>9ON|L8n%FpU~OxQ52sGBJ|I zGydMb6A`FD%ORWnUEVy_a=jjYS!XgB>(ahQ_3t_zH$sJKrka@X(X zl?U69CX=ySV84Xx`4rv!=i}D0?yYn_#{+X-0pt;Ym~UA-2o*JV(wKAn9Um|?9Wz+T z!2ZIE05?De)|%O}=yBN+6|1IxtvfgkS5a_sB$>Ti@N&+0`=Dk#()Sc#R!)^=Y3h;m zJeQ0zrIXUO*cwVG1hk%9qV6W<=8{jo-@SPxGt|=2v1%O0jKM%;VI9|p*g|wKE-nfS z3VJa=PyhH~qVJV=5G#bAOB%m&?D>N*0>?0eLElZ){0d7ZzVGvw+7`fTT~=F2zAaRF zRJ&2tXDB`EP7~BTI$fk!=|p~9W>?bCX!v;v`iwq7QOs0f@?g;$hHo}gs)e_LPR9SE zRJ(2nC^e`y9Y&Wm@P7Q0HR^|mHgeVe(`c(na^c!FDSW z4Ta2;EoCu20eWc8J+|R1Aw6lRh9ZlVhGL8j`RUw0ISNu?J$dlIe*G##>ps;M8zKGG zCcTu^1^>|&of56&Ze~A@QD`p$cGJ7s+^*;q6viJ8p%;y{ocVp@#4mu*#cXe?z^tP6 zl0zX*{G?pBIgv)1qFN9Viz5Ho_!q@gkwcX1Zw*+mfUDyB8I<cz{h@I18I_JPN!v;^4TR#L?U)Uj4Q zZ_h(d7Z;Ebo;rNtzv#=Ve!a)OkMBQbhhZQleYf7=spP@?H6V#XbdrIQks~nhk(}yB z(q*ok7l;q@ri>L+jCkNM6nxs&s0MV=ly zLpH^9-pTg>9}@QtP;R=M`2t5Doj-QPx1$vufp~-oy5at*ecC?12*WF+phay=q>DJv zer+q*{yZPzg~)wTpn8q(0wP3W*r~jxLcoUWuBfDDcE8?IBvSd;xd!!D4k@~?D&F0C zuIBq;-nSYXJOc_)K5|?sWEcgzFRM!gKNvtbybhFuZ~)a-?BRs0+&}>m$-AlmM36pR zJlSoMt95)r0+Ak;JI(sIn~c-aa{MOd-ox_qp>BQt`v*p7zHEUUOWDe8*UC>S6pure zZi=(vtaGwAy9?||tb*yfWb59t=NYvn@f74GC$0pj?HBS1?cY?nuj7!@a9+BSZ6%=! z#jmWbU@K}UE|Ym5$x3Dv!cev7xo_d?umsE|vl|<{74SpYY-$8L^v{ zg@G>~+6OuS%ItzP%BMw;$xLh;*O2_%VLAK?oD#<<0J?t1$D17;w25cHN2HQHe0C|L z$q*Fy_wo-+;tg4V2LUE>44s&3;Jy1+!VH(|=cByt$x6mF!|9wWVETEkYkrbyzx<0#e{VE^1P7$W;Y~-yfUE!h0=WICumHw?<*Q};7u%v= zAn-dAYH~9cyFcIa1Ble)r1RMYDOt)d0URPIwuRWLz{-t6lD(fg;@jp@0DNl2d`>RN z0xRv3G~0oTe85=2Pz}D8_emY=#0u?<&%gXdPUw{s6hHfDrB7Sz-;RZd0l)D=&%c2u zrm@|Cml^?t6(^<*CvKkyJQXB(^~-S^u+$2Fjt-UzQI#$$XVRZNx(%^YN}u_5XQp&H4^>HhZD!;@?+N^&Bm^Lvflymy_&*r_{6|Xy+R$kZY!%31 z4|pOVVUk-HDrBVIA^yYx`V3V7vwir%psKH*6=(W~Kn9z!v6M$(gFdu|Bm`a+q5wo zt#+xTj%ti1v*LempYg?q@&7s~f7eAe$b<|Sl7HH5a>M=E9_5Szo?%Od@~iz%5Aih<&(0Ssq&2Y~t`$KFq$CH}5o-&!m;KsavXSsr7ib-o4I=(5f& zbN}o9{qU*8In~Jm3kUwVoqw|=VP9D+18Z41}rFL>YJiWC+?+N6Wv~_gkf$HaPb_W@3zknnY zPLHRLqK!@2@x;=}PG(C>3$H?GJ2wx{VjiN~l~_J?)V+r{691G6L3>8%HG2M*kZ{i= zXs}YjN!W6*+l~~pKg^WCop<0hts1E|q?n&@?k6$kt zAP_FVg*(F1KUvFU>xX&BBD@KZI6<0q%k=_!QS`@arPfka<}eP`duZ^KCVm*R>Fmyi zqVKJzXX`P0xSYYrZGv(>J!ZRe5KoV%*T98T`+ev1AfoX7D@Dew;36w{;d@=J`$XY) zj|!53y(>Q_zxXbV8$d0-k$}VGup__tG@F7dQbHJKe-`S(ZFM!JhcskczDU;8$rmDxxWXmDR(U?u5WVGZa5{Q zm3sjver}N~zP|#l=bC|usfJaUXoBJun$2eLOX}J@eYqt*6)#hcYijd{GkO3)6O_-T z_E(dHlk=zg22At}Po?Onjl0(sJzI@ebHiEIRf6MDh1g_V(Hq;6irF6J&_j=YSpC<+ zJ%1BGE&#}F;Oop zjh;2t0($jsp3M)B)UzBGm+;fgxMN%5qu`uF8!-^40xmWxY&wxfg&rB6z*Zjc(Y!&2 z<=&>0a>)1r9O-Ay-%|besU6QxwSSwC^N;;~?%gIo9I#RFPrK@fj-%#d+aOGe%&qsY z1%P|+vVch4H)FV2RLf_j@c$btnj+9Cq+9$OlL#Evs`59OK9K9e4fAiN{?FZ=xB=_t z?1Ed2uLUoI>lj3qVe=2r{y=@)8mfgbXDF%D`MWVEdk(IpBthJ5*U54gpyY z0p9a)pkt(tBkVy*&q*W(xIIdHfbyWoQD^3OlD4u`teoh7K+T*w8&%1?!DqYT-zRE4 z1Kt0--R4U;fZ0Ep4}dJkQZ;ST=aFXw{Q{T+wt+bxxmo{;>omp_L!g8`zyg<$kYKjf z6*xbt<_Ju!udRQ_Py&+;WzYMHXl);d*1%eif5#e&7Z`s;j1mqY>+#>E_g)Hk`+wR& z6S0%|91HiBnq3nee;xo$vYRRG0T!{;!otGzipc+)3~2_*rE!m*sQgXcQIa8C0=l41 zw!^n?fVJa1@cMt?d)NATwI2{n-2V^O{03Hb{NHwz4cMAhMuC5)w>esyA9&LNEd-&5 zbJagUShs0?^S)CJ*5U1LGceAY2$^2DmW}{J=quvCuaqCy0Z7l-0LjYw+N05Jc>p+Z zZANAP`vC!S2j{Es&L=f3ZM6Bg%}TvOF9RzA5sl#Gf6$3W)L^<$etVQ>g{!51dS+AB z+- z7o!wM0FvM674PXI4;q1GIojg>X9SV(y#au>MiR@Z9-*{9Fo8Z}p~C5k1UYGwQU=VN ztaXn9{)mOyNV4HNra=!%9Q@DZ-iKW&VUA$(PsKL*O^!RMfD<$ARbE#18lYsD%RL2k z#P8k`pe(Y~*4EBB%I@#)$I@E5l0C)`+rh`R)z$sv;^wa3h&w=Q`Sa(`A(IyIvGcVG z!TwtC`|r26pM(c(bYHdW%eh}i2d_Xi^9#njZd7-Hc%{1Ne?w0o>hrh?1?;J?jgqRW z@k{t%GM8jeXElmzb1U@5M;X4>b3n}`)i~X&Z_PoRswDDx0W#sKQN-lc^dbM+*Bo zp(;IY#~@}&#F_upHoN_@`_4QG|A#0i6E%M0jymUDVy9HN9tB)HN{iiz9J8Na-&LIf zypzl4hl{gbtPqIxmBI0JQB;bM=l6#fzmcLDfx<0hh1}E>-YU|H+6a{^w}sl|`$OH7kjMC7 zWZ3%$A^Ycuyono$0oU0Sorc7GAX=-&EXE0qXe!2oh}YggE~pYAt9VJJH|kQv%W3N} z=RUNu5~lw_`kiExbcX(8`RK!t$yM~9;jGI7IRMxn)b7L?_oPV*BV^tM6{)VgCxid7 zbWzl3YkmLbbmJIxRlu+7HR>0A6&0L~unEWZkCOr*$w*R51->o3v`c_m%cPNb+#(lTpH>a`g6UVUcVf{jzV_NV2Lm>)}?LRuJ+3(<6Y zm?11xeI>l-=#0)r5c>t*`%?A;A=?)+ff>famzyTyPQk(A2hF@SzUgK1!z!Am1 zZQK0h2^d$XtH^43^U*%eM<0G0l!zc9fT;iAdlBdF^_6a041f*dvIgTza&=rvhmGjN zGa&ndeV)+U*qam}eAtySTk!N^baKg9aa5;gw6nkS0DS(A28Tw-QY&lQq?ZNQFPMIm za&hR5uD*g(h2FD?&-8^#apdQ%d_v;amIZqHHV9h8>`TiOt@rE;13&!Z(OV<%FTvrt zASV1x00wnjF4|=+yhzpl``?&w�-Jdij26FbaqUOlmBE?WQp?13<`&>p$5*Ab5et z;HCWk6}$}CAk38Mm=i!WqZb2zOg+c4W8f1&&m_%sIC1O$W7mPK)l)KXa#dsUpPn-# z05+Zb&o})C#!s)rB#dnqm%&Do_2tUs_w@>n=gzsq(E1e!O98tO;-#pt z9j{;chs09g=k&&!JlVbE+Lnpg*{TJ6d%O&ZBQcvz^pNyG$w^ULdhLiZi`Ogs#}lWb z(Yr(3lC!Hw--hK+!I-ox(cCK96JsleVGzz~PiyMSvdPb2vcl=JR4dCPB&B zxCD{Jn}?xIHB&qe*rp8)Nvd(TK-#?M!IDg*EEy7WS;;2$6M%3-CnXcO-D8@}O%weR zJ9H^dIrBdGe%8cwYrvVGtwJueTOE)sKbSDedJpL5T)wZV@YrHXA$Yy^0I1Q`;I}>N z=iokO?)3urH8GMUymAj{#E!$=nTIF%412ShbwyH+?`-_Be5w*%~1Db+G=!kCl( zm_l*FHNl@A?@OdK-JLGjqivgS>tL+E2p_^%uq`4>ut6Tjh6o4%UIGUi z$m0oJROR*bqX8a)_d+83O9Jm(Gj0<#4H9@=ZPnYfa`BaOiv@LTrg(8hhxLGSaMs<(6bXC{2m~Lj7#;s>5CA8#9<<9+X}egf&HnF? zfc5Ca7ajCED4Crt*R`Tv!yx15VgqSFH z3zb}nLt|gdwrbo?jeZy30|qG#5Du8D2g0t!1)JMua5M)Th1Ye?#htN+oDyC=dMEPM zR+4@_YaeQxjmS`k^+5E`ZyJkR`2auKj~U~h5bQSB{##4>1S&73eSS+d*w}jT!4n{6 zjC^NrLO%|0o>}QL-~fhBqpvK~aTyTOF#e6~w3FewaB)v17L-h4*D{Gv#~HDN!eCqK zpO?Lg+cOsOOi9(&5bL5gIn2^Las)N%Cs@qaa(n`8ly%#6FKa4gJSZ3Q3E2DKdUn#c zqUg20p1{D+v`dSNsI8iszih)4xyHB$nsWh!m+ddwFc{PsLcDK=^+%p70CoAlHm|JA z1^QJ$fn>qERSV4fc0Vw=(wG)LB6j~NC56&C8J-26B{}5@=7(7#RC;5p^`20X&KOmX zXrkxzwGqcAU>rq4~jP+&PKuk?8?xp2SN1PemyfL*8dt<$Y!u6>e@^QeE?KZ zETg(QgkwV;u<(M=l@Z@+2Z=;g8qs%F^^;pQSWOvtV05vc0LG$Ha4lH$;^}eai4*Xp zYr1Gbh#@KX@W3ZJ&ckUw#>MdJnRDUL(Rxx6%S7~mO>8gc{%ZMi#m)SdJwS1eV-tv)>ve8E z7Sh+EoS_t;A%a0f!{WknL>zX@g5kn(LUd&Vr_bA93ZNpn6u1B)<(C}d_>`77NIZ$? z%c1z))p(rXQhE`ru1A2+u#zk_vIU^y(xL@@x!lc*8skMHSAV+leliyz4W4-35?2p- z7FJMyY5rXd{ZTWa(w>cX@<`bO>l)D5^`NZz1`KHr+ubuu<$)N&JvJ``rlt)Ct$k;; zZ?qJp7qGp&UE%%kjSnamF-EncbN6|gZGUtgPBIl(NO0-P#TOU8?H7JDG%f~oYF5~Q zo8^1*p4xlv<^+!b02C)ZdDtpw;2x6YwjMgO9|Xr^H3M1f1Nh&i`qag5`B6C=@3(o{ zs~&y^QlfQrC9%U0aX<$F#mtR>Q`kh1CnQ-!X^tZxlzawf!OxVfk1s2f1h zJKou45r-3Pm{#^uu5{PY%fH9vhq~b~R(v4m7;kqU$?d{yn^}T6oo_9`Sx^g1l?!B zGeu&+Oro>^mMRCrbXU|i5aQK+^nEG#gBsKo5j6!(LHQc^>H^@R23da=4#V(Jc2N@N zi%BndeR4|ju{rOP*BY8Wpl+B5A>6wL_L=Jlaw3oZ+>wMa4@Wa#K!PdlvEM_g5ZUhx zxqESz0cY_8MXkX(FzCbeoQXklp~#To8U{OtEXazXWmi{#O6n`B7A1RSoaBreTGyjr zO_zow0fDck&k#QfKg6>KBYp|RL;axSi`|__bxv=B*X9|}3QaK=oKhEoeDt>iMzhK{ zg4P5X6??dGAd0e-K3>?G$S)xR1(yI1(i(7V;ODP`-6JCoG<+PdiK{;IfVxoDurVN< zLSBdk?Q*+)s>i|zDs}xs>0(u0YMR@LB%&z?r1*_BHFnkp{Jj7`5~-{gOqQ=fuhC2- z)*LcM>OmI@Nl`Qi{Dn#l(OBK|z;FZkYhd{YmnvhVlx*a6LkN4R7}h}E9`q-po!Gc* zz3_p^LcdoMXID+n!hk)HmsUDiYO9GB; zXd-1tmdk&SMMu$*3|z8@_^);MCA+klK}7NbkP1SAn8n;A4N4?q#9~%&aC>mRcMDk) ziT?0hfFTN5k3cu^!wo=37YiyzeESJ0^<%Qakl~%iL{kNz31#)Vvne$)7?(_8=x*Q) zRMRg9>O2FYE1k@fi?)~f3UlVM$ehUcSTCWaTbvfx5%^#bELMG7-8TW7FMfW0;ng^s zXBabLcAG}moQ{}b7Ul?ovLH=Qkads*Wk^PtX5xt{lq!3iw;=3TFlYjJ*;G8DLEe|BMF#LT3Bl4#xyaF*GT6+cnj8ts*kyUXgGhq`Q$D#`J2$ zu#?9lM&1T9i_P(h+-QC6hvQd(`&E5I6~ay)gpQ){$!wvS|J2J2CEeFwc)&22%*^X7 zE^E%w)sHbY4ZqrCvjAWz|HZ=NM)6^J<-yBrf^Ahx_!0;1WdWS5Qen?6i#kW*LW_8R zp|P2a0RlPJFmgKCX8KFctG`1oKv(a})?&cWcbjYZLvD#~gdGzv(3 z1CVYP#GSd+Yq)zP8n}B4at$$qu zxJog=@d;SK(lA~o3^tg;_m$2eee_I8rXh^bscsaJ$0Ff}!Sa=j+P6i|3OJ<{0j@Cl zcPSXK-uE9TI{r^_Umi|X_qT6$D9$;^P=;d)A!9NRA)&`qWX#kt6d^;%JRZkXnIojo zQ-*^aA!NuL3Uv$_Gi09U;ayujzwdMX-uM0cb?v{-wXbdM&szJl?)ACvwQiFfn@X}W ztGsqNx`CQV#7-`eBO0!)u|T2vq9buEURef^N)X3FZx+&)SiBwZZBYjHc=P^k>8|kv zx;}BvgA?wsPhVre>#B9rT-c~GqDd%{GW!-wy-y;gHG&$^5xk*IE4g9nKdU<;-&?3n zNC?91=9?{NFE#eX-#CN^tdQQ@YJtZ)kE-Ys#Ce>KKw8_e^|#t3Cl7IJ3B%^TD&kVr z%PFz(X}KJr;e^Zf7th6^uYt#i-oac9)-0wTsz>lfTG%<2+egA`5kd(W584G-M06`v z>V=*=$Nj9=VPG|>-!pc+r5fADPQba-1+mQ%O(g~a%e38 zE^xayjzQ9`4PChDDISLQkh+08CxFSFh1yx&2?n(BIL=0l#R^TNbQ8ZWK@mdGWCmb@ zZ}vKG!bmaf9Va4>G@F#=Q*xvsb5moeNzNlHkeP>pH!bruFY9&qtHQfu`h~^Ik;VS#qVb({MZ@8 zKW9CF&P4VSyl?CYOAjRYOM;#nUrG@X4>i`3R+~&s_}5%xLjh#7yH zDn0PA|IO#w3UpY#pJ6xbzZ1o^`@zMvgr5ivcztGc#PeJ@;SnVRU4)`?r`)wujrJv%IOq16id6Quogs$ zkN-$^2)woq9~v8Y(?+Uznrn<{MrZtI^C{}D*fUarUIvvCwuBP$%HHn9l+(xH)h3V@ z&rDcF_G|8-?VG+O4pXBN%9al%>?>aVa|4Te%5EjfEYMyRcXJ zO+ODZ{doq8fpC-4W<=|$jx!<;g?nW|W7bN@Qx*%H>d=A?j~SbsR_y05z}@0JT`9FG zE)i!RSg-TNccEz4r&5VsZTU`*Qya%M?`d3%{GDe0UxZfp{75v;ikaAH*ga-c+k4Ue z`twWuGpPEI0onOYCy~5$YlRowIgSq;Z1vQ#m2~uGUQ_Du1Okw;P(rG*%11XN61b~< zZ$d52wlY>3qZURR(l8BQg0x!-lJrvvyks_yR(ei@A9Y!xtYXKml<>Y0gg0lCl%PYE z4ts@3>8~d=GKa>rvPm7I_B3VXrP(8-jrixAh#MY6k!TWiq2h>L(bOl=gVH1Py(K^< zi=&E>(seOZGJ1ZB+dkPuAquxnGD zgK5)9sX!sa?a{zG1q{8tLq?WNrNV38Fx+ma$PBslZhb=w9p?L}AjaXH_4>?*it3-D zy24^2vu5n#lQvNT!WzIW-V0Og$Q{BY^1Y`{FZ2S__q3W!KD8a5|kq zyT}0`Ib|W}Q`{sCKt~{~ddk#V2W(YN`_6Gl1+INm z)A8}q2)1QO>V}D2A51eK9IRT5r!pq%X=`aMu&Djiw4}BX;Bz`kn@9)E-|+!Zeuy4d zxBp{#&@E2F16o0YO!Uw6!XSM+MxhyHOUt3tj7l)^lb1M|Q4T=!&r%Kcrl(fAzveAN zbzK~HM^K*4i9s;&Al+IW^1^!OfDL(cm=jDTuGj25gH&L<*N}6C$?#-HC0K%;y$v;N zvV+oY#}}zH4lM04$1;=4*6U0+syBHXu}K9kXoD!+uDt>N`qGr7lTcABZ9!`fpgvNm zv>ySqdNTQe827>kk~yy@%ZxpX>bq69*B`U5Cm;Gdz>hhrXhwPk?LI$4!xttQHrv~^ z9#vJ$%)C>wK`P%1_fF+zj@m{rhzX8|wJc$GIY3sh8ARUx_J-p=YDH#M!WTc zk?V>^BcPLhe|{jbIyO4BA(C}vZYFx$Xs~%ECjC;`;B4VOxdDa7mhV?JGQ_r}7N?B=`jvsA< zxT?eR#xv@i=v|_Edb02~j=+ltN*@o$Lg9G16~YrH29OWOY=Ew*+N8#}+#)BJ4g3gT z7Bk4P{29Gdp`JmjF~Ci-1DKvlS{Sj7F#T&Fv?GSOa648d#}iC-4q4g@uv6F*>e0oBEh%CS0Zq;I!dh<+A#@(9NHZM)xzH`>zq%$@%Dk z;1$?3)np$4?~J#V+8J&GQfv(2ZGoV);Pp8GtfxwigzR3afC1vOQj&D;6st2L@#`;9 zSbAMYe%T0>G***+fi^2UDeGSv?;BcuJVMmQfX&joX!=@?I?ezCg!3zMw1ni^m<< z+!8FTRKOzYNF`Csf;~gm1ENI1QR(R%fUcXKPIu8sG5os!JBlZ%`kZ)}tQD0_Zjfdl zkffcNb>}*Hi);v;a^2Spl2$!6u1@BVoNK;uN7gED1L$|oMp4?Pyo6y}gc`np`p&Xq z-l0xDx6LIvY0>AUnaePB!CvPT>-GGCg<91{`?hG4$1i{N=9>|Z)#mTBOC9e#5Ifh9 z60umIVz$>R=yXIzss5z#S+K234}fsl9o3ft_?35PY*c)7@U@T`z!u|q1C<^9-{1fm z9ZIoj&MYA!h>pMIQ(U`Y&wjtnm5A3QJT+KK5#%F!q*3B^s=~~!3`_{7GC4}>HGO_$mU@PQOIwE^QZnLn0Nry!*gcqwYVY}X4CznjOp-r%E|F6At)roiXT`lP!u02Gu6 zL17tru}_;yS%|5ZKdkFW1RnWG`0cp5gUUGi?dxapATU2sfUuvkdg<^45Ia`$u%A;? z1KByOLn<-JGVaragn25vvm7_5qY>KnWDj`;AKBWz1o{jOd}dT0pi+YGM+3C`1MgUF zgH_(XI<{Cbiq{{C!hbFiSNl9A`W2!KO57`1NyzplF{x4Xe1l9a1+Ij*kg8$B9Ey6S zbMYl0q30oiOf>|ed-L5Qt|BMir+`}h_LjU7Z4!^TXp@Z7E4~~#qb!9jLSx?em_b~i z9^h(%GozKQy9=wnnS-!b(UGvuPjr15a?F3;2^4Y8x`i_b(hO|0+|G`UCH8#dGo*{4 znzyBA!I~X-IBz)=8aEys;sKPX4|C`4nLre~71;)VOc1f57Z@8oGB76suHJPk`NmUo z0crl;N6N0Cg$p>_l&hoQ=Ij}uw%6;v=U!Oy&*ibzBON4|pKt{k0v~0e9 zOnOBBkaEG9k)S^mia(b(|1-dq;~^=?|9P`OPrWVuW{ecgt9tQG=(V{ukTZOZc=;;3 z)k)6VV{rT7x7hM%CCMjygE6Hd>|*r{hNoLGkt4&KNaIzXq`%)fx4z~&q)bddBK1W# zsk#_}qxeuFT!~$=zVTc=Nl5RpMyAi?x}ypDXSCFb_kI?bNlbiUxm@>f0oH3!ruecT z5}bL*;?thQvf7hgtw_R@wf@?qrt17l?81j3=JimH#Uv!W#srePmJ{WMJ{#$!L10V+ zbO?$H_4_03-JO0VC{J~4Dn@`^rfp*&p!*%RZb^WlWkcBB5&h=!6c0&f=KiLjgeAf8 zj_K5+sa$o(ANiLBNK{bSipnb4ujT*gAux2bp`nv<_o6T)UHv0VBnt-p_TTSQRJM3i zS!HQ$4@i&Nz5e1sY=2*0YEBN<4Fdz4x?;16B5kAhU^m49kmEbw+5$7ix!bFKU{ApO z0oY8D*3fW8;=!G{T820c`Q@&iBjCi57JiBe-!WM3QXReaDQO>&A5u^y^`N`9R*s#G zw<|1A!_N{3pUVJvf0)RVIQrUMRW5L8PmRgH2_IuML1ycipJDdsQr~Z zPIL1zyVx`ddz~2ffPh-4!fi8Jw#u2Z(t6eZktzFK;yFj*Oxw*v2oUIbc(Vasd>XiT zWBt2Ja`rCjSXexl0R+M4gWYx8;`a9Tux$v};J$+suth90MgP)Z(#PvakB7xQy|Y=N zbofhm8f1ru1tV6EG2XZzu8lNXe2HTovyfV?xOQ*O$fX7-WGbGW?!1uU4P3ac@0e*!b(Pm{fc^LbiWALWz}5!3Zvq9;wDY(f!O<=a zXot%vg=q*6>;QPsUjoar%*w67d(K#;gK;>p$o$e3kRoJalNosAqskDOb+nN`4ZK~; z9Rr|k01!yu+7rmnuqk>!f#n%)tm#~Uu)lK(6+8>tyaMnapVxUg>jtv*!F$DNfD{?% z%#i7209wM7+rDiVu7KS{$DJv42WSb$uRNdxznuzF+mGu2+sOmF(r;Cg4m~LMFX~Kb z`I)}$T~8s9d9v54?r_n?Xm;&Z8Xi16OWlO>HSNVk{$<|N6 zkoNC{&Ys%e7Ooh!NjkSC4W>0G*+e1+lDUp(#n4X(>@xk9&2X056h%CwYyv7K;}|7y z=9#f&j*{;x#d=rvbFV?iXt%J20|0i|sz^ckwmVrcw zMgBnFNxvWfP==LvvcL_dVc`(5=4I+_W zNU5DaH8q8=75ZT<@CY!Yoe8>%j{9w3NZm^s2fXb$*XuV^b{_BwUY^R$(l<&paIwU; z44Ex?A6Wj#u1!ZJm}8pypEoI|PAwM~$FAH5W|BG|Hs+$};fKGg>0y0z>~! zRZE3Z$I6EKn&A{*C*zX&2uM5T2bZ>K5zOLuFlm?WB^$D){>6>aJDUxpu3r_MyvG(m znPE$%Uey{142<--Xy9$Y(ypnCdN=d0vkJcN3{A~56Yl|i!q$sN1nbB&+c=r#Jx8le zH$~lx!e!krR3lA4QScI>BYDNyCydE6)X6$X6mP7IJ&zQI9|QXBN=R=Z9!_e9AIO7z zL$=0MYK!ihPZCF?#{u6}VgeLK!e!gzR}MihGo5=53KQG-OO3uy9!%JdeyY9@3N2AFKu6{ZQ@H z+8A5-Pau`6n99$*@3{ObL8o+4^ALBzy8nUN{@2J7^A`(W@O8lCw-YK84<+}VY1j@I zua>Rer{AO!3Htk5umraI8;#6%YpN_Vhrbav>@gV__@K7 zl}3)Ep17C5w!YW&@Y?=Mjzfp&+MvxRM=giOKeKnL`0gHi7c9o^<(omXUd7$6rCTg^ z!<|o&V=!S2Art8Al2T9jgY9t_O^il;jB$MvyzG0OTW%hTfLmT975<{n zs^d6zdv1CbXz;5I@9L3x&z8w!NXG4E`cl$F;of!~&kY|Y*6dWR>)A2JJqQV8(AF;+ zE(&Oy`@H<_5J*I<_KCHS9i~M~LiB40wZD1dfe>6ed5bLEH8#tUQw25i`4XeBUh)^X5S2Bl`87m z$~n;N;~REaV*4~ClUMzq>=ot{O*FmHnSy(_N1|4iPLscO8Ljma_|hL9OJ=OgDN1^; zbv)s z8{Zfah15u6k{na>>n}fe0v^Mz@=1RTJ4*W7xb|kZWPd7N_Sm$iw|{eWq!?TDz4&&1 z^?OHd?lrmudb(A4`TpglCD{+E!-*9Y6*U^sd?o=RT1~15jnGwBFRy6@8s=*U=XbmV z14muDo$lZF)m6FWc22$|^1ZN!tgP%B1*z`1x7CU-BC82c=<4d?DnInZa}$ml92&B% z>TTY})Dpf~RU_aunIc`2?@CI>W2qQ@V?<8#cOWM}#r=ilyUMtJYIkw?N>)vc!sw+_ zVuwOn%(k6LZFeSU{O>3zDsH){Fl)@R{ z-sa5iJX3$g$IME6R)cres<3E`6l2w6LI^I}@x5I zmXj-%@Ouo+HIeaeU4j(~=eg3l@n=dYELQL1{8QFKa?e^7tnz%Cvh`Zuz{eP{{_2gR z@xfc%R)Moq77g9$7@8kHSXt>2X>yurp48lTrJ7`EkF+h2@bRn)TN_V(Iy86AU2B!r zIeao<&diFb_pK3VnV$dE$-Ge#vnFZJA9F6A8hq*YCX_Xv3zWn@L3?6xH9ZZAm6W;f z1=fxJ$`DP4u{XbuqG65U%p81A+#IcCUNJvfvKlH>k81m`P!SLs`t*StrGf8JpE zUUNo)Ilks%_hPECiNW{6Bcq3dIG^P5MU5FW{bS;rTRWSkz7q@tsfK-9iy!>AABNg3 z*DjeB2WwX5z{Ym<>4=fDaY3iS`2}xh$jM-?Ja(a%B?)w}sLKlX=M-R`i>s3rB2sU^ z?EWgwifunE4!28KUh+HO)cw%TozFuO{L#brmtx@FA>Oq0o^OVQ-ib3;<=&m2o!YVRx?%QG$xVJB)l%uTzcZfX+L=5Gw(1FBM~Q8D;J8C|5W;gs2~{TI#H-)Oa8eh)_vURvQEYBS9dHDJVAZ$wc^@KOhi< z$U#O%(@91_#?9HyUFW%_wT*&}tBt#ZwYGvZ2qYXIuV-pcqemu@*;L2H{4I2&nAJome-%1+J=8zZ)F_@ZZCQKTEb8I%x#js!~*7~uH@OA zT&wHf`tn88vnybXFkp;_Dm6{3|QH$Yo<-$XZ zYc`-i_j_wigCSD41GuwRSGZrEIA_7vNP8MU29!C(N42AGllh~}<+#~P|cpNPxh&?K<;9wk<8x$&gr_MCl7J3`hD7WbJWg%1}u?`VHwv74t;ti*J`f4OB zS8wBoXH?Zghq_+aUz;We++!w?X-jLkJKnLx7i&GgR+=5plG4ZHom@pzZ|z{qq24dM z#D@BQ$=)^anP=g>4Ajmd*dnF_t*mkKRQp~s(N(KCa7GQs8`ul=pF~}K-XgaJ2mIo( za}b>!6DhEbk>dUpyM98VUnKFxpd{yw^lx*XPh@>8;t^(91fBzkmv`qkUIy83p=&83 z6!_F}EWG*+$I=5q1`TW zY)9?L<2f)tmF+(Ix7&Psw%UCAu`$6PoIuQ=p9}h*9{m&?(Z>sDb~E{+a4N3;Orn5C z&)Kpr|AWyZ{Tnd-FesqOy9H{8ZF0A9IVhRpG~zj%_G-6_r-GXfa%IZ zcXN017xW&v3XW4ghk{POs`6{_wjADQ{m7Lzp5qZ?e-R6mudmnR zvU~9qrY+e0)o#zq0?LCaN<8*m%j;%VC3WS~vDy3!*AE3S)m_)an3N=`7{gs!e8UdT z3%vqW#OJF}eICcoVpvxG=Kg{bWRl&_L#dWy+qL$Or`&gIhl$qW9J1>h-tEQo3~sDj z;Z^Z-k`rup=CS{5-f5v3FC=PsW4{Ti_Tv}sc2oNEn_|JIz{VpNTlkLc$)$0l2=Pie z=Gd+Muu!nwdfOqWT%yqXLff0|i`6n%csjJF%RqyAw2c1exrw(c%MxhLzs>CL?Qh?J zQ_QJl(C56rn15Nk@q4XjhJgSfY-6ZotEL9x1l~hI7?BPj2=ERA_@M@VfLM|T{?8|1 zWFF>!-eXLmf0_8k$R7kkf|O*XbiFb518_2!^&0-Z-QCT}$+Gi$CB$oqHDiNu%p>Kl z31hk1xQ1cXK`FiWPI<+`HR3XIg4YCA6v#;AlCz9L;9aJcC>xKgA0n4`qlXu|8ZUuA zdTy7hFE2$-&ppp8Odj94PFHx0iodtbiVlNdNFiY`$iJ6jMu=lsan*$0e?Njj$iUs8 z!FV_n3JwW|qhItQgAqu*#~Txt|L1GiiogDEL!ywq{iXGvRUJ94W>t%s90&Ix5ELoH zQRAn!_;14NaUsf)@%@+Wmu(@HX|cew^Y~%Hd&T)X15Alo6I2TV$Ol5sd8gl=xGDFr zNCDj|#Y8>%^*P@HoBge7O8@$MV*eG)X^iwUZQytOuuhtzF&W}CHq5Y`shJ^l)4r%7 zVxVt`c%+(I{0KwgcuHId@*ED&k~@!UIMe;laA6Qu7z|s{73;s_C>Di;VU#vAydlE> z&u~M4(Yh1Qk)meJgR-q^C>@r=1y9WX-WV{v8GHmxiG>Vg?f7$nzQgrwg^As+D33tu z_9vHx!r!Tfc(O>!JUp5y<(-MIkC#;gJ96vY$^t^R{_+N0tCYP_3IrZp%>a&;4QW5G zaC__e-KnZgzT@xjL%lx_Tt9c6y}XHg@YwZZBz>S^E_46=h~R^-D_jJJrTgFJ8=M?& zFAnN`PHk_diX`NC+s;VEFMoJ=j_~!5p>XJmnZ<){CUfm43)SkM4U&p(XL%H^2#Sg- zBO?1s_oJ8+G+E;>mxCk^>P96zN5wD4o-7>`8Mpa1aIOP=!{;$=_Ee@yL9g~^bmu({ zF{z)kRR*VhrFvyM;|lb89z%Xhr*!Y0yn48L2ehCPOTk+Ryk`DtIg|indYp|b6g|1S zT2Guj9hKCmsHpJ#)wE5@ESp4{7#BD8Yq4cl^6#l+NmG+i+UbbEsHTE~!i}*=u_{Cs ztowG|vCORN%_Kf=E3zod9k15~Y&%_MC_9S5_gPsmne& zgG0jx_t)wFeooo%?4o6DEz0qYk+@qWE)!I>U;h2;)ifmPK!5?5>S6-OpM&K;YJ8%R zbiVA1?!!DAo}#<;lj`}of6j`?qGeO-w$4fof$S1mj3(+#OfRygSFkA4112t zQD~W%WEu;0b^RI*ybut*JL)N^tJ5j4Opfr`y*nK(%6{@nAKQB(HVX>HOua`fqNNH! z3?ez}Y`;?Xp4rp2|2<9&8jHEl1tra)|9jQ%$U;tlU8Eaucicb8lqe?Man;Mq4ucj? zKj6>yUW;}tn3O?Wq2&?CtGMb>on3EdROq zBq$_Qxb^z?<#KL2&`hb%$Eqrg&B;nBH$F*Z^IgZ^+m0BLiLH!KVhKY&{oyyf1{0eG z<^g(2DarI6v6?naa1)C(@%F~u?BPvq7Yq;gF)5t!ntr-6+4=bR__NIAJNW|3>6c$0 z&B88j>vo?kUlW-IUT-?q-s~tyzWatbm@E%7lKB9krlV8e9{)D{2?!LaY+#E(_&Js( z(e(zKWJv}!cX72#IL~wEs%77w6%YqLN@{V-Sb~Y{(V#!4jx7WW*6`nVsAUU(cm*~g z5mBkzwLudwle$gTPQy8<5RhN|(QG_JHV_x*li0)k>aQ?K=8oYxOn zrBsc_u!agFBCrb#JbUjOu*>6GxuX}JJqQB7Mr~X!`5hM2eG`oZHj-%f8m>0o7w?<% zs-TL-nHmt-Bg|tU)CDote)~)1)pEe6c}@k9rk&~@qI?{Be@&Nyo+L1-&HEv_ya;o4 zj>h@IfV+t|?H@0!UFO9c^ifdRe65L(((K?4zPGEdW4l+YtpZ{5aC)0J*}PR*b&}vu z%Yjc!1J0+h9+6GRBEJ0nbNJV6?A$#$0M=QCry4D!@Jw?1`zdB0T?&&+d*}HWg?r25 zq!(w)z5{O(L8Bb#as-oD3~7EnWKdYI#f;Q}Cx^X7B1iA?+V_{`T@V5<-tr6=`zrx) z7UPx?Brk6rI5xB|!sHh?wk;RHB|TIyp&o8wAQY zEbez7IXbg9qw(@{F3X1 zNdEG>($~{Y`Jb7B3(w;0)DwEM+e{zmpF=ZW)bB;~~3z_wL<@kka+w z?(Xj39RBDlKGq=3#wNQ;r!m%ypl@#l*bLG+cB@N~xpkL6ik@XDB6Djv4}bmomS&^e zJY9plejYcsv?Nhb{uEdLXGV!%X+c5n#MQx9ajYO!%F*l7?d=dHJ~Cm4i=1xZmGA6l zIn6+f@@TYazUOV(xgeb7Z2Nlpxben+y%#e`K!1zIo4L;e)igw~dM!_1F(Oi3UvIVe z?EG3jGni+Kqwd*D?lD&3Cp?>{gep2C4*Gqgj*{g|IvKe#?~@9IzMhGP-&D`-9vplX zxeNcHBavH`_X-;k+M~+E-!byI*?0n-JwL#Ld#7#QnCfc-z2Aa;eiE$JJCUL*39pKV2W7} z9rjolpZ~1*G?D#k$%x$a9(FNzgc3Cebc6ux)_ROBe!cNpKhSR&bonCEc3Qj^)57CpjrwXKoSCG^{$ z&IL0hN#wqvNf31;D9UP`o`S_EKCoqZmHnFh(O+jh#pq#o_U=uP2MW_}&9srUhSuI@u{yM4yu z)$9qQB4yqXtE^ke@x8MiEEyCk%pelz~$cXbVyoTwGi@{%qcJ za~JE1&4tiEDXaZE;UHzxlN{xbr3UwmLf1Qfp4epoul;q#*(X&q-zbm+dVb}u}87r#Pq9ExIWCKIB*MV^}kg&=s7N~y9(Nt?b zVIrQpP19Gd5#>Dk%sLCahnbhEu5A&Qi6OmF6r5E5@-f2dvQK4F^3;a0^P{@}dY1x< zCauR1ME8&od@Re!=|AmhD9Q=dr2>AxNqO|*J9ros$BYlYkm}q%9gpR0SA4Hoyc7RU zFr3$STssd~kvR~?F=nbYtj~vDH6xE^MbW*N@d%(ni3#EtbG19m7Y7Twx66Oq9S^Gl z&$(^}H3FqyzLd+FNagSkc{c8iCye>9D2Wtu8f*p$E5qz zwCmhQF=~>Cmo)eTMn5;aEj~cSZ}T~MGL#@&-?CM%QZeQ7wL-dWf`TN)PX?F(*eJia zxG3k;oZlza<((lKj>Sn`sI9rlRPDJtQM>z0jt_}2F@5}b8g{3NkZnjX)_K_MmpN~* z<@8u3m>@Pq76@V07~l;1o>hdY|8eis_;_;H-BXXRkLq8n%Qui_O9n~A$Hl2S@QwVg zQ~MJz4)ghKmPV1D_r!b2KCX*9MAyu@2`g0Ud|^Z~12a@hKqX1kPmC^v?gLfG0yycr zkb|}hlbHK-qy)&0%cc8~{vLul_UVC?=t(|rK{*q7Y>9*kRfqJAUzdRhdUUfX!Tv!87$w2uPxf<4$h8;+2HeqMA1*PSjN2ENJh*`h)- zpVDhI*6WR>D5IF$`kIM*U5o20^L@8w{)M}o>2A5V&*wc;NCz?_*z_TVNcL8@^@?$8 zarqZH>A)#VFMKI$$Vj7-pO5Y3lSRwWP(|hsH&2ICUI>Hb5h8G> zF73E(p1ACitdBVEZJLn7WnS8`%<_Sk#`{Ac!GG3p=Q{+po0!dZgeJ`zf@5A>&XO6>tz?-r!IzfmK27><7*qDX!8{9b19%6xY z1tU5X=+kDV%@6?L%BL&^$+3?Pc2p^5;)(M1^8^keFhwqE%FMfZwRjKGoadPY(!b0|F ziY_s60r$pz)>-_ceff*&%Q>p`R~(8yQ}+%>zk_`?uv=ag|_g6gFWk zu);t(CIJsIdB%_6=m~C2OmiZUsdMXLt#`W8Tj+<+YN z43QIsnf~n6*c$#ku-i-RA?o7iy3)+&jx1ug5nmRbL!%kc`{A18^GXOlcbWYLZ;hv2 zI0k>GK9+Pib-gp{e|MtQ#afI;L&{@nZE~mYz6#K2k{AGgS6qglEr@|}Xg!mzN9wY4 z8aoNFK`HbI$q$&%KnZC476)oe8U|A;GS&fMimb^#j#^ zNgW?UgITzsXGoMNuq8u^6c`L@2o3f^UxfV<_=rT~D1{VGYShc0Gvff0)f^AVs`P03 z&=Gn~f^9E)w&CBv1d_A@q^PGxoxtW_Ma17LmypGshtVjNTR?Jr_c%fXzBsZXkn%%g zbL7PR6+Ze^wloEY)6t!Pnxb&?)BLY7c{T+$dq1L!0+vMvr2i1)ONQVAVrlbd_oS_^ z2paoqPY2!5asV*^IfnSu$7P=~BSor{pGoCSkQ}{u+T|R=SZ_}DzRogvIRyEgQB%wI zi13@Q@x*sKVaoRwQI50?g-`GNd`>2_;N2WnjY{Q~SSjpKT@d)-;6TuAsTFT$aOow+ z*3oYxISaa|lNs+g3I%lqIkjvf@wD6!Z@e7^L#3VZwl@hnwrjCixSC#c=m~*MgZZ_!Lvl-ZJ>C zc%TN3i0(9KKS>*;7m`E=6pYf%G&)vMgk%#<5A{=4B{YR&fX1D^>mMaqsf#YcmXVbD ze!YQ~XXfb95VjAR!kEz+ib3i&h7D2z!VnhJ`-9GJ3@MWNdpYmSu%0VYV4-4U(Cf&M zoeC;3MTF7-u?Pr23Bj|$;~1D^QQ>-@9f6Ki_oK`N`zTKe4NXXE8tOObtAD`U6{?@lUf&;xP z@$LdFQdDq*!m#**718WL7L;!8%RhB#skUR`TpCjUM^uCyEs`*ym-oxo-Z$<#Js0R& zmf7&uLDM&<>m$P6?az2ocw7izj^}_m)*OU-r(OG{d|lRYlF9EZ&X7r}Dk`Z+d7sn{ z9FRmLfRWVpp)aPh3L-+cPOk@6pKDrM=dbz%tXYhywEVUfG{b*_02b31CVVkx?Qngv zIX$^rp3{9ttNg9vyu^p`T^v{4WrV1KC|d@T8i{e%$3n|wOerM8Q5SJw(%#-sXajqq z{m$&38dKCj&bH zJ*y{j=oPOCrH7AstMSv`8-Zs6!5{=F$B0mehQB8P=Sx$Uvr#HTWJ!#PqiOKLHt3oF zw#-&W6kEh|iz6rxkgxE;Xc50CH?Y~bIkPS|a0YWCN<8F+VVqI~beAJ>ERZMGA5alG zAz-w6U18eN$bAH(g@;dIkEpnVWPreNZNXs+bNOpk44dfC9>&Y zX92Z6Ru*Ocg4_!hdatY%Be}5ACn$n+?SNVsqBXuEkVa2fs{))MJ~X;?baAQ3__MF3 zAbo7u2OfBkJ%umbq<+DLJqV*I`WKw=P=$r8I)5(qgJ(Ai8)=QL^M$64g$xv`+msaIp zz<8@~UvxHOVV&HWYPD9*Mfr?X@qdQWv_;)~G4C`C#ryO7dnbcVm4p| z_w@AC+YF~G@4qXNctpi6Ak&=R`#WSg7y1M_b+5cjK13oQ1=x&wv7O(tpEz9pTC^Dt zLN}w+mICU+Qyp3HKr#=8AbS}!51(t7wKynu@P9z`zS5{{cQa?s1QmX>20133*tnJ;_Xs$U)07w13vA<64O&ob1{!nZ-<9kKEe@^AJ zC+K+8DfdvPQ}6TMkT;%_8CN`IgX%)Shk&Fqxa*lNXU-Xe;V$avV5SnuaFp|mN5tF8 z$u);_>07%+Ye=Jq+uX0- zL;n_ajE@~!*iURto7m6O;81v2B10r1+m-C*jMr2Ytk=%pz&F<3P%}_8Y@$T~vpV&B zMA>ruN;XB;pr1ffrY=I`+hNV~q%7{!=wq3Y%S>m~rmV6$6nvqO*WSK_XvJZj+^?or z8-z`_Fl?6;H9iXq8CU9%OoD#(@Y2ezOZYI7+qv11(_PMe;ONP&By zflFaH5l~}MO+ENT45}kAGwk=8_R1ZnrVpSH-D@KK3n3Z%du9{g=eAmA?72@i6*7-V zd2DFu5+fjP=*|^sHbWDy=j39 z8-2w|2h%r{2J{$swabFg&9>xUBSO>c#>9AMQgid|p@GOb3wR^3jcJ}mp9q^+@&mWKHRnhzG8D58PU7xNn%zIoT3F&JY|%yoMTN z&A?DZ^AQYiHMYm@N2F2?F}Oxo_iDU4C?*iTl`tOl1-mT7M5fsg12{;}5K#?}8b)q{ zF_fd5ZSY4x%m8OAg`k`{k{SskR*EIOf{WQ22+31i5aO)v+|arE=%^}>U3ow|^ebD9 z$lBS~F-ZYPJ42vhNBXVfS98aea9-d4@7_B_Cj*3qz^4j;k=n< zp$K}opnPUaaz*=HeRTs{s6*HjBIi)4Xk&n|3PA#oLg`c0-pB!nT=!^i&q8A?<7#eG z*SEngN$;O#1RS{^;|hqdF&&iv%-sT+Ke*y>=g{jS=THXW(p>RDwlg^ZO8~fw06jiz zW|r>!dJeI>Am~4w3SW8lm=b?pK*ku!21{Xx523klX8k7SJ|JeKa^OHL>8wy zlZ(R9Bq|Vk_B`09r43-I5DKJczH3$ zM>-JbSFp>!jmZwj0CzE1@o>rb8PZ$CshLR$7tP{M{Jppmn@X~W8!&H*sRgMA#ko_@ z)qD9END=`LT!0_F>9`9w^Vz(Ab2HoFnkn>EUj~r9Cz{1g(k5ld@ z<3O;XDD5tShR@U!YI1qHhOu(lCBZ|x_uK)_Bn(E2q`0eg4?nMf7cOhZF_PVZx` z$b=Z8q%L;UHHrW_L-S&3m=_Cmtt4W^Ew`&(2&^a>CQ9Th?Z%9Y-t6&*Vk5TQV|nes zU<<9C2%}S`WHMA@Q<&AVV>|kC1UKjzvYc(Iq%FB9#_g zreE>l60jQB%>L3A`n{fwk~dj8UIQ1aeO`+!dq59_Q^{Np%r(chhtW*svHvyK9G-ba>dwBM93 zG3lS?FB{X3u|63KX>^?z5leDa_LI4HaGY4OOxFl@+RCtuB8*Tx(hQz~zUPw{7VP_x zu5PAjb3;CHGVlqmsRV7^7C+?3{53+2IW;@0aAo1%`uk!5?G8{0^*U&nCHS5N&rinxOSTV6M zANodI_?Ir%aA#QL_ub0zZ-5ITqf}zA$LW^qkMoF9n* zfo)z(5y(0HC*CGh#P!49042?qz$F(qWZG84`hgE=iAYiJw4zLdS?^IN8;p`(h)PdX zvQ6!+(DC#4t9G#n#gs7gv6p}X1A;&iHKsnBY04*czUO;_oCZ%{V69>{1FXybTb9VK z$2@BGXTi*j{=s(rvbD9fu7QEV*RNX{Z!H1{U5NeQx$i40D;3ky4vTHU+_#!Jqxt@(dPH~{Ol|#bUp1YLp(;X(FZE9jHs}%eUwk-&*R#cEsKQ< z5P9r4t5>gHRWcTRG@*4%O}s5@TWrNjm=*=foja-1qMcEV_4Vv^6C8Pz%ocaSRoTBd z;xKP4&uAWaO0n!7a)^EM$`cuxyZX%$LG46?5bTknf9#UgI-bWLO;6ylwi&^|97cu~NJ&dVWB z;@$Ir!$%i*Wr@zwO0O1QQkc3AvYeHf{~pr!p617du8jdJx%I1;P(Xq2O6&GO>>$nx6!A^a@z8>wlLlaPC<^QcLmZwmXtsmXo zDH=0lo*LT*JNg85q!Qra^jP4&79a8V=!6dfUq}iEjePg>;Zn^fD!@;@!Qz0~YjnO= z9{a6OO!Lu6KdD*AogLr}b-}>{Rvy8XO2OXa`uyFFB-(Ib<{m>C=h9M z!D+0;zN5R(exI+?f|R(wkn_U8x(+XaIx5^qTTp54B0|JJSn?~4F2Ih8Wg%#5Rhrr- zS#YX#F~VrNro@MX1vzKNm6o8D;0lnWBnphr&x5&e-rqqjP*Va7Sfw^?@GC4Z1IQ8n zjz4W#e3f0xJmvK^8Pjf(L?S>hHse4~Kdk5wF%xJeXobAs66%8Ia-`8|rhMu^%Ss@C zDa_HJnz*sLg+vq&H=f6dONYvT$Mh6TcG!(RsH;&7&L6NVEW_W(1(L@IJGyoh+!A5% zG6_75c&%M3?pIDz$2LIo70{)C;tCa58E-1py$|nq4z``+G`@$ouxM|$gQkdb*8C9$ z=I+?k(-d^kyFeD{8SI`H`;wNDOqg$Bm)3^&vLwwcVW0Cm#ZmGTDuyC~`|Nz?X62NY zw)B>xZNMflg?X=_aCQJRSb+B6csZn0ETAaOp&@vo5$b`3ud0`bp%b}Fefrb{J`PkS zzE%&%p(7LUTgaZZQ|%2dKL0@$K;SnMIu8RcpWG*0{oyg%5MY3w16k#p9(%xS2{VnC-*zp-bxYn@<69Q6GehUFFuYNL7vJp;CbEniaI&bou_CB~#28gb-7D0(FtU9Wb ztEyF7$T#fuFllUd`PqI3=n;n|#|`zW5~*rB0$G4G7$Sq<$>cS(Cll?P4oqZ`_YMTV zeVec)^zumGM_KyEH&tRNK8;}*$_uBj&^ce`M4&T;$>+~~*%J*|#(gyP#dwl&uK`Qw z{YD0pN!K8Wegfn*7HyvPF6I3n!cCg6Vk^iGn(KfU3cR#qb(%)6)QYMJY_YZBnp~Nm zoEA1Uy=*0-?&stSioU0;h`f&tOCmzovpe_Uh~H*k_v@Wzob*oUZ8i4{KN4bNjVSXe z=>$fw)67_m;Q)$^?E@4hk#O)nX+S_@&2s_ky88S?AwO)xA~u`vX=Q32M!9xTETWqC zoo!xw3(JP(^78scdbRv?h;&OuGrNZh*M7pv{uN|=r+U$w;^ktj0+ zZwI|F;pNqIbO^PJbN5jUnJSK@ddr~i>*{82tMh8<&suo=o0llxl5FW?s0s=^)fF@0 z8*^GG**)=IB7qms2z0?<06wUH_mrW`6O#!a9350nfLditK!;wx)d=@)ps-x7PWW-fA@ql^c=*Hk3R#q%cT_Lf6^msjk7gCRc}4 z=w}Ieae~P25D7B{qKgYrTFVBgcpkIL8#pHgTABx3RRNvX`&Z8qbb0XG>ldeB)=X{f zJlk~eb;h`ZJ^}0`PW~Bxe^at--gpk*$Yd*;wRv_p$3f|p)r|H$#m@Y5Vl}g%> zOUvTRHnQH}aTW0}$uMk}BzfIk4%DR?bk#$jE_WJ^F(jaxv7ePNfh1dZ;WZ3-PxO_M zTSI3f70qrS7(0+I(emVT|G37g?b?U1kI1oG)U2Im6czo~tiVXOQfoaM5^_qt_DJUm zHHQee<}oyN>%fem+VZxnvQW@b`^6F%p9?#x$FiFFpC&YfgGyyCj$FfDm`wsZOym+Z zLMQDrc)lPdgwn^dm>su|Xt(9Y5hgMJ&eI4SFfq|((UwC@ar)_4j>iSQ4W*J4JmVqF z6AOhGK`=5I$2Qz2Thkxn^%uHY%1}TdPKd9~_{~UYD&G9+qZzCaD)BfbGjxca{bBof8baKpTs4EiqQKvQyc5mZ;KgCm%y;na8x6sEs8NNNWdzj zU#Q({b{;fC8dxSCzpGqyH-nAA>|I<~{KG~VK!tW%e#C7;^#L&glTC=s%lMM#)ICI! zz1K#O5cUCek_SKc99mvQ%?tmC$jK8B{F1!3T}?;AtP02kO$=kx(|ST`ULVkNn_{-)L7MCye-+&~n}N~Ve}>@-QtZJnp~ck>n}6Yj@<_MT(F zm&Q(92#wU@6!7-WAnFep0&@?Z6u>kh-Wl=iP2(s||GhYEG!l>f*5I`}x|=x8V6;M@&FA$ZQixfmrhcz)8w|t4BsIT+bbI_5A*K5Q9kvaI>zy16BzRkW zKkhlR8AdbmeOfS!O>jzUMV;L!+SB}Nslh$HQl1-8ls~7{shy3odM1{vOKx#a#MUNJ zE3l}dm;+0t(Y=WN%ko$4RLSAAxn&m9-aLVsftK0nfdH8xcvar=7qK4(&~i!*fJ5%CJB zmoq`4lakwi*jU@^tHKojA0K8XAqq-R0O9I|^YigXxF9 zyEM2W8<#j@ETdgF`TKzJ;^{X3X;Z3^OJ%!KGu$Gqv#hFJnOOWRX`I8P5HMc&Zl)Qq z+ge0Fnk0;nt6I&~$1u=_UWdmlH4=HhAl`^lK;qC#s39`$PHLx#EAUPk^pGoxi3!M-YeUMt92#ZJFe2yAd= zIg5oxm$T`rz%(J3dD%B+z8u&7?M4Tj%#Tiui{ABG$Kto6;O`Hdr*5%MxRl&db0sPeg+MMhFnKNxU;vGcVINs*&u@F3>M0yx4=UVUC!>rE=)Bg6*F z$jHPT8#OvpF+_YvyV}{ZJyRTq5(CeedMOzYeB@U0HPP@#%GC@ZMlp3g+8xUp?={&k zS)8X}o2Mk{s;gA8*PkmJ`sA3p_)0N{?`?~5V}K77iE7gv1Y8Ir2EVFxg^;{lF^1)= zo{y{11m-LJ{`RM+LDDVLlfnUCn@P;`J3rC*A4TRASDikkPBu1xU>>_QDwYs{rq_g_ma5ep(y!u?Noxko$emvGq zs9$eX%+Oo0KUeE#Z%6$jzDfS|7X^$zyJ#;x`lf*=ut%wAbsWWSXVc@eBcqMvDtd#`kIS2y?RY+il%luBkl_5=}( zkN)h~PM9MOBlIbf#*bAOIu-Dym3e-iszPhIsQ^P`)T3Dy# zNAkhc78-ypU|q1xPO<6a@~)DuwfJbFMmrMl?mkd9#hDM2cvDMn`-=nc8S4mAH%zg* zw0=!k2Brvba##D}s7Gc_1MUU!51ah~A9&c$4A(vv6O5sqVxJbh9$21Wm;!7AT|8>A za^F;fp~&+^Hz?+sI3@-5mWfkL-={#+lg4g~ZSaRAjR-)OY+=HH0Tnmbok0;* z`FRcR=5AY318`RD+U7p*#@(ZQz5H_4R3Se8EfLNOQeMaWGfxI1oUzB}RsE0YbcWW^oj#QsKKc2C0_SdE{+keRBodUvS1~45XU{L`)b#7xp zzh{HSfqN+SnGda2A-#4PEkA*rr?w9wnOYQdIN#i!vlu%?ZEh10MZHrSlai&oBKTK$ zTw~DG#T~<XRVKY$90jTb9Lg_x*^@v`j@cVZ zkf{xv;YzD}b&`diZ(>ZVQrVy*5OBwz^D10bplXK%U?x%9Pt(J9(WONd`HPF?Bda|$ zC(;`D^UV&wkBBZHU(<7Fc<7G1keC?6JR2U+WDNPD%uj=75Ee&a<1nLEaud}cvjiZ+ zb&7)JY=Yrl?blnG_t!CdE72F6^edk_wCM>ogH3dX@bU);V3eiuGx$;QJ!I{I=@uNc z@MO^U9k1E|9k}g`Y`>S=KA?-*EC`WkX9g0b-WXfpKiW0M#m1)lKte+I?cS#^5qa0; zjXkZ&uuRjW6Y%07>4$we3h8Zv>SNizvUz%@H2_hb!^Uu-7}#&zcNS_bHnEtS?SbIY z=Ao~D%v74HJYMvibiQz_`q@XGvBa@zMp4WKO8)SAq`;n>p;<>xB#cNiL=xbCMi96j z>Q~O#5>qftbZ)D!wYcconUmPPhU_z1#fgxSxbFeOCiMgBd|g|`bbjoYKwjrf$amey z1pa&Y_qXKD%%^sn{z5ee9W8)SCjvU)g2VaVG}VF`;J92$jTvUaDBLqTH5h+qc4)B- z=f=ge-NhrT0Gnwr4wRxRt0Q9IB=FaDP0E&h2`^jGrd~o^O$G7DK8rHM6;_BKRFyQO zz}Jew(ZSKS1IYwA9LoqggGdQ}!*k{&mcLOooB3!T4U|!I3%S&Fw$g4j(T4^eY*SAEA{HgenI<#%zxMG`ZAQQKaIF5OCwK_+ivNM>f|3R4TtD-_@x2V&;? zlY9!f+-NdkL4x|gj|A>qu|klcL}T6I_>*d=M}|!)q1pG-)xjIuT%FJPyYJ0cb42-L z&|f>P=~{y?S@)=~Rl5Qu2XB_;$Z;c!*e2gh2kmPw;fzLrozmCEuvrZCN#K zKA9(mYnUM(y53QdHaoVXAb`=r*R?5aJGDn<$qIeFrZ@rij*D@%!T;0qMdO0_dC8Ah za`dGo&%?IMUvjt?E%gbP$12Pq?bnR5^MG=N7eWvBx-gIVP%r}2=6`V=k#N$1EeyA+ z$?Wk31d{IT!_IsvvYpQ#eaxV}Pb-muSH}mf^IrNBVkE{aT}?T8?=H&aoM2)iJ%?k) z>c$@^6O9Oh@yVa@?+ciAq}>4P;ZV6-A=vrLhjvW#8I>jnlxT8=_!+xCHIChjMo{dV zs3uMW~hvZqtC+?G>S)_KbNo0WJP5?v2!fn9SW` z>M9T2O@Jj)GKN!4)5udaKn;Egkqs0jw9T-Gm4XY4u4Gx;8)eAoBg zzH4<9A8r2?pPa2+yRrku=azmbYkmeiJ%AnoBzrf`yJ;o1Y{3P!w~c>*9ce*;cBaqQSS!e1UAtdk zLLle27uT?GBR@<5LD%fj#HZJp*@OT)p5i1bLkbHE$VknQ*i$Cf{LS0-_;l*X|6TAK zY2k$Ps@gJmP|FqCdN!eQHfNn!k|eY_Kk^UaKj%&g{juv6fO1~8UW11LxOxI#;ylhxoh*-4^{^j zGal4Gry6+NIgu+z^O*a~_}VJug_%A(!P8h_%Of!tubOnzjyrNlDG6%CX26V5Gdclw zNt%-N#yX|vPrG}>fZugN9`q-ZR9ueJa3$GGpwa^cMkuo=!+m1juqJrGq z-tKl{5(~c8J0Xke%u4r?S+=UiJ8=7@TVUmcFDgkLA07f>ie)x$@^MD0s0Wo*AoL@I zVi?lDG2?`E62Pku+ixc(3RLX!3frm}t02Gy#xdY_pnA92(g3u-aQByf$843k#>0eX zIcl+7V^akWi*d~IfNKVnc~*Hwv^K4mZHEATRgMHTmNci5 z4fJd0jc|O{w${Qs`IUm*& zB_+5XYq5w*XH5(;vIJju#Smj3MM2xxxwbSa9sP+UAJrASrP3G+%n?hYa)}<<_h`^U zlU}$akirNfb&fk~J){{#5i~$a5qHnJ4K6IE>aJ-m8%=LXJZ9>w79nhT(0V^zEyDoL zV7&Cmys^8s3+*x_2m5^LG&VM7r}=iqcRXX_W)s#l_6A2G>IjUBy_;_0`W~o4P9|wh znCn#ZBVu3G{n7}zys~s8E`#aN=d7r1uAgY)4E4(b5g9N?NFiT?se1P?@6~-4zkfhm z13ov)BLQQ^!LqWp=J7(0dtB3D|9EyFiUZj>LwO!sn1OGG8~!0keXF8?BYb z8iF+&IHIBjf~N7&kYZ!Es*sy_EMjv0q!qk0atyJ{MZ$`aFWyBv;P+c{E^YfXe8tS4 zJ>H4hd(fBw-lp0xyHqNA+2rM+7hgKzHclinFJRj|G}6|8zxmYO*Ppjcov4F--me`_ zg>4LRRgH*RcjWr8ATxzrv`s94+r^xwFQ@f9flJP1E@@8}JJVwWhY2QdobyGp3;0gI zO((c3MOq88KW?V|K56j67c@C1%q6YBLTC5_R1u<`y38Kv8g7e?k|0WyqN*fh`x$OC zTbm%liP0b6OkFkpJZWdHKHxw97r>|P3=-udLl;Zh_s-h-miw~f1KXNjX4gDW;1=5m z!{(YVOBG~i^No4oXuz-kN7Fe*b@sh|INP=-+qNd#HYeLQX0mNewrjGD36t$6H_z#} zp8wlcYxV84&+gtIT-!ya{W%z(G2b+vhmr|Al;5!c+1y$@85p1c$rsBMg(5ipgPOeLe;A9`k!*})MX{nrj!MFxF>JhdDN*X<4o|6wHU zaah-k?dqMmhR;sl#s7!I!z{a7B0)Jo3>sSgpr$TAp~KbU?wF=}z@0=+GK5>YX?s*Q z<~&f?V0s^Dc&m8}1ppna;|QTQ(*CXsG2$1LPor#cE7v+WYPwGcA=T8#7YKRk2fRNt zIUkI7pIT-c?h0AKaA{=O(L)3L}cCD#a{WID5h{4H|Z5TPx7TuLr|5%?YTu)P*i0f&msUKDo}zPftZ zm_z8rg}kdYeV7y&$ygLmfMGZhogW97Ln1cuYb)gjMLz5Othl;hIST5o;Yq996rd zi@_fhS~;JVS|0_N7cPmJOXuc&5VEhZwugw&j+D>~YB!MdnlK6!yopkr#qPO=>;S+A zC(lQDifJFf@+;r#yz1f0v3LNPFFHJ|ILu8~0vz>}1Z>7}(K?kzv*vi9Y~q@8dIqF> zIV#cZZEiV#45l=!vW_R^l%A+&7;~UYj5cQlD^RVtoajiZX>Rv(Rp>{ktfu&E9G;YtQt38i$+rpDgCq067Kd$xe~$tGq*}MUt4spxez|SB zt;j1|eT+&8iUMkvD$*igSqSLoq|O}u(A$@p(F_7Q$A?mz7C%LLC^guTW2rn3I0ak^ zAK+IqD!_Liq{+qyoa2oW{!vm0>kwV&R%6#bYuwsi)H_ePK5RVm6JQ6|KV$P{bC88jYxjKwk(>lw zk`xPy5fFv6lN`Laf5#>RS?S-D6pI?TJU&a>JC!v0_x{L)4+3nt zih|F@-X|o(D}@p<&h9de2z*aFAufmC(T8E!>%f}0ut=!Pqif?_bY*`HVaxV;^>~J~ zglF#qvkMU@voLED-gmY#aX z=3jzo45LPuNVj!lu7RdO{UW==bDOG+Bb++1M_>o)nRlNVCy?(25HO?+JCi6rSInj} zln`=@3l0IVy5^LPMH zu9nW%@MM|Y08~W$9RHUS%q>+P_n%=8UUJQu9vwe$Ph=CA!Do(8B-b3>3G2#2GQFf**)0_`qU z1e9VC5_30Z-pa{84>=(Zqrcl-PJk{|?=5(!Iz={duKT(*?L{*DIr)LNKi4< zhT1R6DGJUp^AYViAkc;aah?D&xrE)IzIrCcw>a=?)Ek{w_-;?X$;%A+?2Wlm{Oj$Y zTJA%zWU^wu#yWFD7T}up9bRQzGLg7#4S}j|FAEqxlQs&G&5MfUv%}!93V*gk1>Wx$ zTt^5!X5XIgPOb-$HJd}`PJjTr^=`Nl4op@-MrY5{ZVUurK2UC~vWwQoa~LTJGPjVm z-%-aEUr2<)Ok)1Nyu3`^4f2HeS%(R_6$X)+lwG}lfA~Yl(>i)o4=xeFU0mH?w;6_l z>p3l@MO+@#IxoDjrbjfHoXgDA7jv(01;b!B!(TQ7q5)p%r_8@tQ#jn{N;92mvo);c z6ayZ#Z79gF%{f0C0R<0PNEpzd(L@?TxQ!fx+sr4hI{tmUBECY=F^3NHaRB-vgdeG0 z%vWjzv9|fB?l}8>BbH{|JSy;WvyLi(RtyC?jExjsZRGsiDVx2$a}Es(VLbNR9B5E( zfnQRiL@=(m8k#0u5%R0hs|hn|G`ur-O$c&7EQL96e&p*119k1#Da1Z;n!)%IYbS|5ofUmRC2DzljP_x zI)TVe(?alK5prNY)+U`DbOEPmAs{2)*NmRt zlJ1Vi`nNpFxSn@+410$ZI=#VTu&QEFI7#1kzXC`_N|!ME974fW{{X^;**z*tuygyG zVWS0N_s7fGxGj52zk&D3mzP1}k3^^Lw{%>HeD0_vQvO~tJYT(*J_{&M00ck{3O4(g zF*r{^ZxIUvh5YI^t@?zv4YG zqGh{GE6@EVz0s~Wf$SH@(xp@S!C7dT=a-5iLKNyLt`uz0>-7;xBZ%w$Q|M z`ISd(zdlKQYce5Zks3%Df{MpQDE>4~y)=5I&B~W;D=tdoteZw@>1l~aqPT&0H`p`yRui;=-!>ie61z!rg@uEM%rqVOf*>SR2ZN6%<3-4^z!C^TX_f2; z4LijT#@GVlQs*z6T_c*04x!8~e!NDkm0GfZMx(lZe^vd4>*W%;XW3JxVp@+9xW9aM zK$0ceA`YUv5wqc)(gZbAh$^D8IGw7Wh(;=iW92GJ1rw7$RfnO7*0{u7UrWFV+KLxzCs zi}Fa$2gg5+jD$45>9JjdL*?hslZy+{H)QpP*+^2?kn1A8tRy_BBKmenrjXkjmW$6) zafa;#T%7JPs2Z9YzP2#xab(9i!)!T(IyJneJLpca&Cwe@>z5vdk z#&H#RKUuE>2gR8AfaVD;2GoEdi3$IJ2}wCEg_I~;0?0ii$<)^qP!@3UUnz@ylY(FZ zp@eQGDk74)Moz1TEs+jxkHPZ@v<>I0!f?%MgB3u$kmP z5d@?|s$U?OLaVemz*&l=NQ^cG7EBcd1RWwLKW=go!sI*63!hRn(lGgH2V)D`1`*u6 zQJ?HXGtD8?%>Y)DyJhkODTMXiD#^tP2N$_MpoXV}29koi0$ixsmEI3Gb0l~n!Oz0i zEi}9Sh{wfxNj8biGYSZ%H&q=GI+V1S`C(7JL|E@j2XC}ICn?rysr^de?Pi6aHO942=OQQ2$edz06r@ss9jawq)8T16%W~UzHw21Q zHpkjeJ!NoJZ1MkNNaPV@n1vR~A8-&>C;K2^)uF)Zu0yxBfyq!8m$0(X!06SM z=IqVRcw4BbAW-MYYBQqA-7pocX3r6~n?S~r9#>fb&4UFUf+}hiZXzBViV{w4eqdN( zcZ#`&8jv4v$*zIKwLUCA63>2O*YmmKd?IM@2NGrf=L_59dZO|R;RGLkTUZie*cuo~ zAWE!`!TVVXkN@G2a#NU?+fA(bW%$#%!VD zlx&9Ow1SZu{l0T2Pl#KCShsRA1>RYn@RJSb=)BlL>Q60Ra{OxdCJUkIRlT#$fLAVSESnO5J%25KzyM@DR3us9?g~KWMPC2nfY$%FJM^ z0}+Z1b^~TM$+AEaQc`zxVUU3w+FPJg|6FU4j))`xDhbrD%+q!HV4y zGo16!7yHj&7nG{oGYBZBCyW#s?EeoI<(VI}5n1yWt4^ zZZt}sM7g9{ELt)?#IvV&)Mu2ONCX7~2iN_`dq20dfk*J>_a1MC41W><{BPa$gi%0n zD<>c~>2uaEV$zI{NeGOQ*u93_PY63k{0q%WXdHb1?8~l~)PR@4`0w{25~hV|hp%%F zKT6-wI*=P8ic8TrlmOY#ywmQD2ooeY9LO>z3{N-gFQ9&4Z&i+L9Wgzhbxm`Kz4NH7 zsSEMOLcI@XA6Q=3;EanP`tBbi$H%lC92hR_v}PJF~L0qkq>8aO{V~MroO0>^x_Ex%B9j9U*XuWzFNF zn_f!$GV%-fyr~3rP;{6TAXQ&f>KN6tO7ukXGlAW?$?%ci#&y~9>B7bc^5oY=w+!pz zAUrM#Mwu})%XmB*bZ{<0x)CN6jZ!U1HEsqF?^J?EY3>Qq*^H~q z*6&eHv83Y@UF@9cBLGXo?(`*JSf;`S@@m3;zXc=4a`gcA#yB)e;Q;&^c#w|!3EV%D zuUqTuQ%EzV4q)p$>Kr2#e+E z#s>(}CC!8zhUv$35m%<0xhF!#xAi@J_s=TkVSC0UhHBPr>b3z!L)X8U{Off(4R7AR zxh^e;BE_LD+3OCTA&XkKt&%}g-fFS;vrbOjL5kY;;TGoRYql-1kqjeyEA4Z~fh-z+ z$|uDE8_z(55GK`#**qkJ2qTNw_gZ8LIUP!rXFU>y3V~PHF|fFm;u(m1StaX#ZW^J3 zMgg-n_|+IokZa%ZTKY&du%)a^ggq@LLjAX=a~5>rr|qhWTTIAiPj{uS?B(e<*TfLd z2~dkgt(np9Uv`lGJ}!uKc9EZxTgB#6HAM^>-?z9Ii1?!uR^j>>oi3!k6>j_-_;#a6$6FuTKC&H1aPpl)nGS#@_o)G&88 zRLhjlnXc8|D3Q)wYvR$5l|Pp6x~bjASlb()D&vHy+uMEn$TDr>q6 zlrQcSHM4KQhp>FF$!x=SbYbdu3iuh!h#_|0OyI6Olc*!$A-d|CSYqN4RE^TzgtVad zBf~D5?%%!&3Ht}6|2@C8bfxD-)mk|)sW7QEhW^Lzgp{i_;(5luBP-9vQEl4bn!&9* z3F3z3zeAM1G9VbNb%HB1I}Q7@E0Uo1nS!tDcQ2@P$xIqoUcPyMBc0TJ>q6p37hmegWw%F|_K(ALo>xZz9 zLMX4P`;z0=6!j3UanDfLk-4aW;~LRY?~reirpu$3lVc!V1C(p{gbqY0Ety?5MKGQN z-p>qACL=|HJsHrT$Pve?35vx@`RoTfwZ*zAo!afu6g^PPnwzi4Jb0!D7PS(T9W|j?Y6F4AY0LB%liramxN)-l>N_*l_)ARcQF+Nkg7|h_w@}=~ zjM4T(_}g*IMRdC~FUfuh$RMBng&?1Ph41Mdo`P*fL&xnC?4LP!c)9U5SPi|eu3@<0 zwNVvENE-YMYOIU?A_|jAtF{S4qKD-gn95}M&4(nqLtL-f2J@o#-$xU`oWlgcBnm_Q z`T+#`G>9Q2F*Cg&NJ=H8V^x$)^}BCjgP%l1{|Xyr8=CAv%Ixn<-UI%{cL83qnsg_K z9hmyY0&VTU0_S6J22(;(YW^AfQ=>HOuj^9=NFg>w$OT)DrOOTwuM= zQx0m<)y~2NK>jY1!}b{1(TjoeLnf!)s&Km89~@;Xchp&5(3C<`&%nt4ka{jdem?$F%A5UVG;!{zV|}C zz_u-0p)6*Ujj3r1*978ntpP2%0|Pvy#KZFyo&@#0XNQ3i?CJp>Emro3*0Iwk!JxF` zWcAf=Daer`9x%X3Ek3jo9rOuWRd8TD|5ZYta^PwPK*{;*Or{#h%geh09Y)%+$ZIAt z_D&cQGXC91j4advEF6q{bUUboC6gNMZRSRJDT$R_GyPaR4`Vrm-0go)Z^gv<(NHqH zY1l!F%bLVB8|_hbpclppdAbA*C3?yHOh5_(#9WNAY}ny=plrPgs>N%q6h}B?8T~NuMMhgY%FLz3TlqHD;@+0 z=T2a40~ITI;NS`62N(#P+TCVZG!RC+aFmc$ZFU1&-IRw4tZe8W;S1mM9*!D*sv6|; zkg?Q9M)a^#6SIGb52^=-ic$S(;9UIV$c`O#KMPq zrwB?)KsW576x>He8Ke%gWr1txE>f39O_Nn{z7+$kjz8|)HwKaUNkEmdQxJHrMh}oQ z0Oy&I;xTjz#mYR7@JUW8a$}L8s)VN+f``yp);?A)`mOd&CW0!>~;MUr}NBY?zquPoCK( z=g88)<|G{s2B{lZZ~*jh?ty&C^f#(vcU`hT`x?KF!+F~fzT`#hABNNtQcx!2LbD`4 zKO)xniF8S0@H*9qPrbecHfvQ?eP925K#p5?0J7SoJp1|;!LBrOYq7S!R=-nAbEE_N zW$oAih&TfL8&}R361QnIFs%!bKlMR_cH&ykoS7IBbYh zN3&2!L3c5qIqD|Iy=Id~4^%L#AI~FL`gN75KDgY#eCe6+5E+tew$+CBcWpy#r#S(_z9S zlPFsS8l)y2%dP7jSH4rOkH~;w6W<_I2Vsx5H8qVQu!v=)9*&*ki&Q^k#9U9cQ`$}m z&Y%e%fAD)`brs}SxQ8+#Tc3Cm%T7G^E=*-cYk;<^{C{BJSI+rga0!eWi9=Xgu@XD& z8lKF(z#j?5i=>7*3H$k12A&eL$TeuO+)h~sFSAqg`0eKv21wfU@hDTf>Qm2sqr#`~ z-NeT)lMZLQR=3J?;a=~b$5bvqvg`a8ns z^zkcF1wsZrvU9hdr#%{o^FtoKwg_NBjkbuX5+M#^X%Q;=1G+oqu_5>dC4T&4T~J%M;?`7$e zJ-N4XV|^Me>Es_j-fjULro2;jXi7tkiu*HpU|1Au!jUC=ALUKkBdXXWG1B*hseOU! z1gKKW!BHaK{4zrZv+Qc*rVROmG>->Me!7DM$%lKAF;l{=o?Ok+1ECqY>E%Xt|47Uh zmm>w82D35xX5q?Bd>tX=TS3S><^#G zSi-UqS%jlqOzS14AkovbpP~jT=6|{HyN42Da}0-@nDyg3Ow1d^;<9U*emS313O{>lTz`tRuI;{%2K~M*Hde@m#L@7c23o-cJ(}@R7|?34vo%n>WP&Ma`D%B0`E>sJf#jA&45MFDQ`K#-H@*Tt^;C(=F12K{o(`An z1O(B&ZdhlNLI%MW6?|<@PpKPx(7&u|uX?7AY6VPf5s1<2TcN1cY!wucdcV8n?f{w0 zB$z(LVL?0G)J*VU)gL4l-(K)GD!yO+%XvFTsvmjE=`mI(qmUpMAufBCTP9gM4+Ob~ zC+FLi!_~RQIV>dPbDvFR&~?sfQTM(ym=tFF383x2Jc}%P3JCmryZgK!BIOpYwXx zUPr>0pcbntlDwI+@!9dAM?hVdXJBABDF%L8JP`HB?XdtfPS^ALkK0C>?Sld#v6lMxOIH)rfOQ7%FS+3{H0$>R_2Fd;Wt4#&7@enFa$^RYIi1aUO|HFuR@>mIbg=_}n4kF#I(!%^NNA$NZYrME`Q!X zp?gbLqpQrO_(fSCPuR}PNO(DKwdCbL`3}+`t!-C&MVNYd$M&1p+fHIt6_nmT$r;BV zY1_r<3WDl!s_dCYZ$(Ys4|9v#dF#;-wGQ^aNgvPSvO1WjL;?rN3k$tYjx*aI#Vx!e z+DGt@2dGj#F{$(hrI(v0x%&Gfex3kU2ql++)Q3ESxix|=u)gEUmcpUEPnYbpSfy;C5G_X_1&ZB=R83(=g1N+H zrvB#}@O!CC*A#5e!>rS)^J?M=(2aM1k+fb%WcU5^(i7EbuWkby`-7-$ia(H$C&Df+ zjbn6?)ytriFb8{I?85tu{(Mo>Y80@h41pk$OWZyK`Jgte98Rsu9eg+SDLqN`t>RE%T$<2qNMBZUPB;?yR2N9u{n*?pJCT0fE+t@H`SN8OA{u^SyK0a8N zc-(P+OA@rY+qw96SXc!_@nF|hWgNQ!xp0Ir{1LE ziLUZGo?H)+%mxficNZ!MxZ2ECzL=9iT;?&{tySJhW5QkO^gieO{qq-S6dcQ6H=*06 zaIq9;mP2R5DH*puiu~b%o;RBFE5G)>E`!Q^MQt9!>75i-F3Xss{1pkM{X^|aCS}iY z)YC>wW0wno{3VNTOgD|hki9saAao|MDi%jK=JK#F1Ic}9hrs;6x&>$OjRozRTE8Hy zhJKTi2D4oJ{CvKQ;_M|fyyaSa;0}!GTg~j3G(9r^z)3JDLY!`**tIi?JU7H1vzE^ezCo#$o8v3Y~X%<$6Xc6zF#Sk%GMp6xxTy2W_muB zp|0=cXb}R8-$rY4yUy&F>nz5FZ)}mfR6DT+_4LLVs)Gw}sN}@0M={eN)@p4|Mr<*QafpN(&XL`%8~y)KZKEkJRN~1&(AnxO%Da9t(&MOVNh_>juvKGz zP4rG=oG((M5Z`03^v(GDg?^BGIxF8>?C_1<2l031_=&u%U}D2KEuz!hTEmiJ1$WC| zgrGP6yeZ2<9nA)9sR=$a2xf35Wg#x(^nTU*XFO>qm8HZ)+k#pK*V~-3+Rb+;H+x&n z?PbV|Q-u1#8>A~L6%(!K^vt)GN}|x@mlY9NIl7vw%BEGlPKp}Mb7L_QD+um}+-kI3 zk0n+FN*t*ILOCU$h=+1kk)fIp9y~QI$`V>wosvC>6>MgSVF<`gvduCnqlLp1;;PPg z$jWm))NK^Ee;WSV4`o5g+ip$s5wXJc3MS|K17z9s{^gx$Ov#d3&-umLKSw-`l_%gZ zY0g-LR~NgSNiB_xElp4G!34r5?AM9cNYsukqKe%%)SoDfQVa@C2HFzt5&1Ku{Aj5hXS@0>pDZzK)*>r+E zu6&CPiki0g)lrZcw8T4H@hK8f&^54bdVtWs;3ef+EJj^Tu%UWgJ26qQ-P`ao3eN~) zF+#q&;)u=86-{uxX-}`GXZmqE37yFmi!*E2L*vrz!=DoqW4Ks9M6!i;VUg1!7^6Z# z31_jXTFi-Mp=qU@=d21o&HSaK+Y+W&yzdTn$ca;hL~h$S+T;SV!D^7!I5sUcrP3Du zJIj(-cF~Y}2MM}?>03T(&YNw?WFMnNsBovwC8z&e9+K=&A_9V!DUhR~INQNA*H;Eb zj~QI>MM7Tp8Ei0WHmu5O@EbQAh`}Z`1}Vx4hb+kBxhIlhwu^BPb@pfUqlOK=Ql}Ul zc;2&{r_u38at7Lr@0oM+U2kF)IISU9k8gsjwR5c-uB0ri5YDJU1*hay+PIk#9cz8) z_dC&`tX`wiN6@Y!cPc3mZqf$z7=w7RdyNmLW+~jJNop*3UwK&DY@P^Yl=o zB7uXX>G$;)H=E(@^Z3TfCO!Y;JsH#SzZG9SDijWt+7(u#)U?{yl(DzeaxluBLRe{R zA*rJLwQ49Ig7uU%7#U72@}+KRl+RcQefm&fV1tw^UqjR^+vCk~vI|m{yiu?gl(-NZ zI!by%VCRG8Dznm}@U)2}Y;psnFe{YHDPzNxuTZU)ibg2i9Luv4ri}#;Q@1QLl4$O? zGmp$%_8kglK}D+tXqOwgR@!jiKmwAq^;IkA4OHnKc)v1gOwf@HJ&H4U$Hzs?H)zd_ z*iq|#n{6VcT>Yb-g`0MHYfZg~LUOt|#TKHNn=Om3|91A>FeJCJ^@LH=Cj4usckW+_ z7rp9y`2;v#HqD-`shxs3ysHc0I2Q{un9v{)gT9edRBX8^S^>0SPm?y8@L^5lq=r=1 zGK@GRgU%U;b+Sfs`N8NuE;; zQQ%Czj|GK;T>eO-M%Q*`zt2~~2{o&z7QtKR2o0CCOUoq`;p2LiD>TO=oM2MNN{h-< zBJy82yC--;z@cEM(v-lSfvy<_lBidQ8* z#L9fp%jfJPl_j`6(%ywHWN`^aav|6rRi%ZE;#GF{;sh1E(I<17a+pXGxFiH|VFMu6 z7R;J8HVi9Um9d42s!tkmnoDZ&+X?Z!doNo_^-C*UW4GpKd?NjqgtrsdE!ORs?9-Vq zajv0@^wMPM45^-C;h|S_w4=_CM@@;RJJ*gqnfj&zaK;x=jJeJtc-+kjIbUj>5R_sV ze{YmiSyN1!+knhf$G-cVrHzi>2C+KM3g2Px7m+ttg?4&9gTlR*?s! z)wq{}hx%Ow;Cqu@HRkDYSt)Z7{5f@&mt}%7UxwAnDxBtgZhSWVtgRP|c$Qdf9-Pjh z2L~B{BEomdmp*TnY+_#muAkO4aCq;3|H$>ZT*IzhbT|b87pSl(zQfYrUPg6HBWJ9| zuJqThmx;Dn5|Aj8p*9X4KAB^AG|u(3D3FQLk%3#1u}fETMJ;dK4qTIv*!0a0M@4KV zmadJtFO-|tOxxP1?V|~xIzk_V#Sm@C_i|ix0LVia zg|=c2-4Cg6d6Ij7BOA6{7v#4Tj~aqr?~Y~?3_mL_2S7M6`kz6aQPA7dh*11L$+UQ@ zb#?WuFWFqb9YeZ+3pQ^o|86)4eFhmf9hfC(ALAT+$^G+~()8Uk5Qqi&{V(GAE)#)3 z=5l*Z-@5Hajz{vI;(G&;ZWX(E^=$|4 z;2>b!`h~8*Edp@uh|?G^9)SkeD8OXC+Duh>IQXnI{R+4{xSe21^SV21_r87wY~eJ3 zj2-$j9=M%SpdFAOdG%b%o4WM5bTxB4QZbM!zXu=2`+L4$JdWaDP2U-Oe}CK*i+>&v zx!I0Mt4Um2`KVktyotW@(}hxZNL}6j8v$*8N#`)Mz2YoL<#{-AZ?|Xa? zaxyA{e;jMxRZ%L+6;wzm7n||=>v27!tAs-SzWkd*Ov4~w3XQkfB=e;`Y!Tk-V9tIP z9-_Hvv@s^rC$h#dJeIv>TZ77|#~QZjVgH0m!6=wW4!Q4tL*Cz7OB-eA^)5jso9})K1UN z2*n^(Q{E6_EXdeYRaN)m54Z;&=0!zQ+9KnX!(6V2yyA!i))^|PmsG#SYoK4Ma?w2A(7Ik^ztkg0OzBI)V5{jnrI0kJjo1tZk2jPP=09`~|j zs$~jsWuOb11_oO+h`G4jjz({|{tlfNE%C-XK1D}&<4B$I z9`kv;98i5p_Z@{;UICjbxa!K}A+mJlze8^tHgfaS!mJU$7R@B&aeqzm;h3%bHp*Yf z*aQww#tn!#)v7#N1n6gH56Gt%e_DaM%C8K$`H~tmCqVG6mK~fZ(#Z%LdhKf5_}2MV zfAg@-yNU3`=Rzt^h925nUcnT2Yn9cG72*htY6UX+{q?&3Iob=WmzEIn?pE-zQpDEULaF zTOW+44`hzIit1}N?YlpBO#Eu) zJO$vp))F;zs||a57Ep0^pN(NhEYmxv7Am=NlXl~5)p5PQ-qs}d;^X5zKvWMMB;5uT z$FSsR>9`&3GemxERsAStpyfOP>Aw5R=X{kZ;skZP>7hA#H{-v0(kE3 zoIHi_wQPv%J--`Q>i$lav3=-bR8?Sv1Bb-@z9PQwc;>wFGYRqS#(Q-y>jS#wWRfS= z0n5rEXrplUD>lxy+#ld8Kmpnj-cvA^)u5F?ivx_QivvrYN z(FJ5$yNxxD15TRqw)vGnED37L^=VRQwduBp?hE&ZPz^Q310;2lwJ7;{iVRm9yfd2Y zwJzfO;W6+N{s1c=CCm1`7I$(+iS_Ovr9wZaqor1tyvDm}xfXvuy@Ous=RAvpfdBQM zi2XelA6Q#1_J8j>&qn?=j~%ae^ZYVR_HbM$gzg;~yU?KNCz{}#UrDQ=lE(z|GShd* zrqa4vK-ehKrEh+WQ3#Jku3p8WP|wH5Vo=M8A_#tUbA3aBM<&e6(PC7t_ikoTS@Y{u zI3|3pzm(NfD@Hv^0i{()AMNxmlE;onrxn4+1$&MJk()7lKoU^I&6QMlWmG-{-yFDz zu&)9A&LNpH&19>-u2h92v{EJcKHC5~-_Rv2S?PALY9nBvF$@X?MwYtzV_=E3*f((N zXOv+A8uo8n_A`RT(paR}HA!83N! zZ)%1Dkd@n^MFU_L19w8`GQH#%2ME=@B=O7#Z`{C`K`sz>Lpi+`_!a+$b6oixI`h#)t z#hX;%joK31+Kzm!PE=;GB8!-oel4HuoYfFP={wnPIckLFeBcOmiwb)0*`oZ;wi{mX z3XTq8%BGG8ms&mq%JwW{4uMspeImD;1-D*O0TjK5xymuuNN}~a_i`Vzf1v66m(Z$c z+N4J`Xt?QA@&;{n=U*EWU8iU2a4Z-uY?UJ@R0Iv;8f8xLUnDZoWoyUZt0^CEhk$&*BnnK zTr775@gMQg>7$Wq`aNTn6yKeS5Tbg|;Leg+Xy#2D;|cLu;?XKxhuWTIQaL6ziw78M zq&=!?xWy6D`|8b}Gzeu{>vI!eRn2>+l4+a|l#hx#QW{qjcn*@Y8L}|x{U8X?_k+tA z-C`l-P(n*6ORtH`Pxz-XG#!4E;BRCekRv9j7JXyQynkhV0LuOEFm4vnCFvf?%auRU zQ}B*{GA{4qAkk|)54u7BuuY&jsco{0j>L}?haQ^_Ple*z?mzdGQwWjC6)=O>{2vRT z3LeUpnfsWn!U8RzUFHddoI)}ya|FFA@oH+EUDUsLy5f|>$pjs1^Al6AssqcN#9{ZK*?^vawcUX?7!4E%c?Vx_$j+Zh5yFkX4W&mZo(fn zIQD?a?_`q~sOW7t2j@svOSpW&54K)2ep+UAI55FJbMW-4U`sKqit)&iVSwovFNL+9 zO9Y1Pu_|{t^eoo-KvEMi^{OC^w5lek6INs2--jYXEMtLnUk?D(!afd+4f#b~m3MBFxjU z&^!AFF3Qli7=Jfq=lunHM!8V9+pJQ!?4Yl0M$xlgi&ob1XmHwA93%dHCfx$EgBhb@ z*PNeGX#lCExLBH&j+ZS*%S`x7mYfqG>-kFn2G@og%k8|eGO+c$k<2;~aLNcSn$|vy zXM4(_Txq0fj2;&Z=ETpCJ@`)_!YJNU;jc{ara;|jmX6GaEdF0}Zyi--_J$239J(8% zLsH-XN_TgIpwbPBigb5(Bi$*j(%qecG}0lB(!TpR^P8EqzV*F-zw?i4^qlAHXYYI8 zeP7qDTb`ZJ^AFF>-kD}_DJE)s)QN7+@_6;5NNHE7tD3aYSFYeW3jD{xv0EooiN2nB zM@Nl$H5O?W*PbWobRzfE-x0sIoi%$+g(^o+Y5Di>GVrWFQz&?>0FrXt}URL=L3vZj~*Ky(R@dvcc=t>c$R!=xm z9zJgRTKUY{#x!*(E0XYmep8;C`QD&bY?E%wVAp6J1E1U`Q-yv3zY5nvl*l8YC`!}a z+hp#O^OQHAGE>&__#z4RB4-WaFWB-Rj2UW@lHsp(SJt9>^v8dHNK|KI@8o>M{ca4B zG%6&@9(nf5K$V#cVH#h;Nwf&(n4u&SO?$F1K2(7vZvFkmxk1XW@B~-ZW9Fv=b>sz- zeF~-=B-x3qI)mwf;fW6h>mWZfX>f$#q4fB+GAy+kYx(U1LAbiwk?QO44mi(>z0lqK zAy$-tnKmT?(}t_n$+V?ht0gP(A{~#If9evABD#z$T=3lg{Nb)k05-cq5%JNDdi?mMt&x5y@iWHpZ6G`{fa%KEc0{2p;ZBxU@&RrDFEChKy zyCLfABkD@2Ukasv?_T;6$nm-ylkHHK$mv!(zg+JpTM~7Ap8wV8A?@cFQ4+p<2^M(` z{X(5jO01LaoSuDxdr{VIRk%={J)ElbG_TLrt-5}n-WifUOkpQnbMn}G8uBFFJf*4P z$f`ec>l$ld=7aRv#z@?=bquvUF0uVRfqgn!X?6`;k~X5&OC|fvj5NXd;7KI$UN}VG z+yY~iOEI5;615SB>gH8<60KsvHTZN+`{g%gDCaZ~U5Dz!QjO4&7m7rD=v5ngIaC3X z8WP*(n!T2ZEQ0&R?;|vowH+UhE{zGzkeL1?|D{!m(TfWttr{KPFv9{!Z+zSLe6 zjg{t5-PbMq#D}jf4)Io$@1uS{LFo&9k>9l2Ni-XeKM=pNHr(l|;mTS_gYy(V5FuFp zrZmuwmq=%M6z$d3ZB^VC2Tb2`TD1c4;0(j;Ms2tB8C=H4-%imiQ1z+q=WTYwN+}tk_@x?QqNmbL46+-16_spr(;dQ^SF7!lBbouXBW9=*^eE|h(R!nABXwt zMJhv-E6RSy#Pi^R76ls~POZp5vKe%TK)1bTh9cLMG8DXSTKyLv3mdX14zMOk+2X$z zNKM&e;qbdj?CR}Lyp!8%d7b5j14Zh`R`?k~gM$OF>reQoCl!rp*M&MqF{Ih50gllA!{Dj0ZT&DJO%A z*~5}83cf}@9}+{`>xE-q`si(HLB+)8{inN3Uw%I&CZU*N`%aA-R8&$ee-V$mJM(P zDVbOP7GVDI>i|)bnha(2izS)khkAnx9W_6hNq>Wn+i;xPsmIO3S@c&&5)Gv07Euky zt4igfo9g*5m(;R{*6Yj{8B3h1#3)|j7HK}r)g(;{nv^NgVL-R&-Tks-O8$-p@id*S zv{xnAK`x6?#@yU5kugV5sIxf7ByFTaqTw(h_bIt_>Z$9Gy{anAERnr#91Ddym4Hqh z^Pgct(zJ;-PiHE|Q;MH!BvMM_2DqlZ{v3OfMv&doxUpBnDb_I0rBfjiE*2^i_+}~o7Jt`w_q2qPwyYFuja5KK>IId$qT3$GJ*~VT%l$3Ux*5RKqtXl1zDa+5bs8X4v zXtHE5h%PM~GV9DA#bR|wOWJAK_srE)d-g1U;#+W|q8FQJ^RFLMI6GJmdb`Dh*}r3# zjG|#8N}jt!)zv3k39RS~kn5jps~hXdK5?PVxhZffNoGl$50H7@Dq$Y?Hj?Hk-Af)_ z1J~-t`DuJ7#_gaT3YNTQxfaLlje=vPS@ii`KT7EWb3d6LNU*-OV|<07X7?pJu>zY` zEgxTF^Rv6nh>*5K3fYnSHX5%L{r2et1TER@+Ww|9O^UXMqF&GDwQeyvPw=HCun7su z62nD6LGIfA_GwCDT-<0M8t2l4#K7!2$0JYX>D9`fp1_lB=CoKE93*(TfL>Np9~Epj zAzQ~B!?NXQ{a5V5*DTho?Mm*C}m5*+#6B*b@&)Pfdx!zW1y?mQcd>?1R^2lcP=sDbx zQ*_oxwvX)76L3rQn*yW=3Hxkjo7@l&aB5g<^gm-omS}QLuAUe5fjlCo>-WT88;2`P z3%iYXP{=9igYQ0=YTTE;Gxt$}CARwd8Qh4fmNb2-d+omWXT@yg1d|*b&&EdOyL*dF zCPzyT5b_GWFA<-&yhQu(Z2u%t!6t!}w%*=ZtC&V2>?x0txpL(5=+`kxPg$S79A(+w zE*kn(r88yP{QbM~JBq}sb=}BY{SZv^n3w&LkfO*?>${r*@1e9ZZ(4wZuF{+yzY_Ui zaKNHkf)sw2PA&UhU90waYW6*Cy9yPZdlybWBLq#`kC0JVfJ1GFmz+$e_?yT6p7~)) zxM{h{SdZb(ZGjrEocV1JLqm%1N82Pt+m>Fe1M5b$f%qwOt)+IAQ^rJvj*xe+zUqFF zag0|ucRts#%&<*e<}me{>>A4Cf!Gs0h#FdqQp>0&C4~pP+r*(yNq&C%k2& z?U|J{W22RWw(3PfGkOyC)Q;Nw65D3R`9(r%=PE6m2C7z0QXX7yaki8KuYBv*#FiQ6 zRPm>qTpniI>!3S>#O6ABAQRg@2Rc3Eq-`GT=j!MPZ@RO7S3${%RLp92&`1+wiIPpH zmT!=4iaB&zzM=C{vK^-%@*rwJAvh`tkDyIEck1O$^_1=RMk>rx5oSWQaKBWsRb=Lc34~9-tYPJ-am}h%%iIsNePw<^*DDM)Ks7vFRVW{CS zJ%1P^7DcW0L@a~)rv&ab$f_rddF__*Yml)9(HNmzif4;aFePD-(MkIUDJcFhnYmEc zr=jm;CYLN!Qq5we5Rg#_j!5!*o`~}CdAY(=s(c*w+;6xNk>lxvZyWQ{ratx`rOSna z#5i!ocB|opvoTN+N5iU3xjhyPxFHz6uV{TXie8=5n+F8RpT%9N$TEIBrI!Bce8sAT zUXwJVIBmT@Ul&(gQIUj8ciI&;O_E*r;VUILB(euip4C#$*A4nFSu?;w1AN4)DFca> z7YF41=byEGTRUPLaqT!`n_g~KpHeRwpC`0V?Fv@=*dG4`iRrBzo46#kI|?6qZ!D?!wf*eUo86nOU3zxF;S78i*>77Q#%)F?!oEy!b#v(^8o5SUcv zFO7*miOfWzoGStspxuG9!-~QuZH0N9f(k=+v7gm|l+OSD6rNEKekk0cM&cp-JudZUVp(IEARn+}E+{x&MIQUslYp(e7wtt! zHN5+gVjr`9^oRThmdJ9}@0uuMKc3eNg{zwSoaUyM#{~I!Ljb65ar}#$LaVv^l{!YS zVc8sXK3F(9CL??PMS6s3;e#xGCG6KSlEM6%*E5@{jtaGnjY=|6hvbw2DgNf>Hibvu za~<7;Hlvf0h^(!cqJl}8S+Rp0Q5g~wq(6s)g~hNz(8`b$(%hU0slvuxd>p+WZhB6K ztZ{i>Z?%VfV`L=l= zs;w)@r!T}%OBIkfFAAJmEI%0toBzI>V3oZ<-A|HDtycF0!QQWA}eW$h>KJAkJs2w9Z%6W8{OAAVn2Kk@T&Dcll%xZk&fgtG5eI&_k$Fu zfe;kmxDT-(G<~12r*21$7)M;=U&V`FFiMqI{5ew+umn+YA3l>!(;|f?B+Vahz$N## zeOFdVGmZ)9!fgg(bFg#l;y%5A?Q|DPg4Is=X|?7{>KWa~+{6zJE>a}t=jWTV`0uPS z)Kqw*2}f~4h+sV0@+tzm`BvPY7BRpb*+*%IBt~ZL+FUp7h1)bO(@O=?)s6!NN+Je_sgyilY21nS2Zczd#2~}|zz0%~uW9XQMkpIt z@Bm!5emI4b&Kb?@5hwU~IknnLel;}4!^fEDEAPa$PM}A@QNllUnMsQ}o}Kw9!6zU` znn^!_tv8MrCa`7*O}<9YRQ*D^yM?QrRa#k@>@bi0s>SK3bOf(*+a}ANGJl5qwSXy4 zwZYFNuq;1upY_Tb&IP%S!NAEH8|&;GZa-#Yi;@i?1g-LF1thEka`~jv8kfSxWkL+w z*@~Ge#vU%CcApB$Z{OV-U8{U_baZTXd`5j&KFhgGArdj?e%H~~cD(2(nl-K}Ei2Ou zVw?MJ+_K7+?$t%)Vy=Mvg2-y`rPcQz?&y|& z4%Ml)0955u02?y^Ca)4p1siO4e=^Ve@~9TE;oT${_BIZ|FJOXw-FXU+DA1N1l}-(n z9APDrH@4nW<9ok7n&=ljyA{ZuL*aYT_(B(Em&I2>K{&zvsO8I%R=9K5omwb3J$%(y)9rJDRru+!oFI zFD-m24reIdV_GQpPCT#f>&#$s>-nRSbfKlOGCl8JlI(I`U&23^048(&hLH5s+y0OF zRm~dDb=U{f!blJjc$Li&p8}~@!fAg+MT|U+b&n#x1j%?DKf27(R6<8P(f-QBsXog*@4cS?>w6o1n_^Rf6+PCn zFWU3)I`7@urI=YF18=2^VotFVwQ5_io8y)^?ZFx>R8o&KODdeT-!V)(+-`41MFzP{D zYcaBSL-^_8Lm)s*C?3CWR+2#tFgVU>JoI|O0+LZyU^+a7AhOdyU(bjNk z4XBrHy0VpD!k)(lfu-}C`Qbr0{Gz4%^eMz1#}^f!0p)LrF!O7V60~uN5TXHgJ3gq! z1T6M1Squ_;3x17&JSi#ekLvvM*BhwtKwrvB>TzQFGU2!YUK$v(bQmq`P!|x$Yif8f zB9Y#F+==e04g~ivLoW6NMF9V@Qdmq0^ikI_IqF5j+nxYp{sn)=i% z!6&uR#7Lr$d*7aPX2t$_N-FhRfLCI9`dnwZny#w6-7fV%ugZf9MPf?Zd9nPzC4j9X zgn)&i9VC_fy9hJ<2jJ6A*7B+s0BA9K6@>W-&wA zV1S=0RK~xL`0EJ}U*Vr~bn&w_r%@EX=7>&1)8Lzb8<(0;A5O7vQY)uC|N9%5T{FT^ z(=qy@gz38|WwhMv%4Ip4zW6vjaS(jZp3?W3p{Mq;%X(xw2P5JWitJ`92G)EU987o^ z1oFmiQC5=Y&u@$$FxdVax8@&K&{6Dh6~P|~XBS+kYNNcdgya9Nz)z-~Bs&}T)A`>k z0)J3%!vs714J~Un4GsnT=H{k`zCMM1P*ObD>T_mDX=!PGZZ0jy9x#>vY&2-;LH$>< zK?8T(fUTZuUsQVye3LoMk^TF8ze$1LdzJgf^&iz6B&Gw>Urel3FAD!71IjQNV7N~D zLK9<(vgo|xX%A#*TeqZ~4}2(w1LgL>QZybmt;G>$t1#|5p`;@xN&OIFV{2>P;fFY3 zX3+q1lCmU?z#P~pu8D}&FumB-xPp$%zh{d=0Avb2a0(AZDF5?8JjB|g+D~&5%Oirs zq)-k(D*>0&!CZ)a?JMw+>`I!qV6aKy-8-);qAT^m)~}M~A|S4!tr}u)`p>-vQo`lR z#(Fe|tNZ61|9&{w*)*6MQ9fsT^Y1G9(ZI$2ODy`8Aw+D?=_}jr-Ry`)70h8eD!Lt* zK1KjgJalERA@<*!4Z5T3!Q7H`eCj65Dtco10zP$hJHV6DT%61)_ScsDV^mP^e9O7S zK7RaoI&WJ!0H%ig%Hs=Qzin|9>U&0GqX6^c^S-7yk?HaART1~=%9fU;%~-Uv zisgdk)qUr+e5K|;HV<*kUpvKBYNiMvKCCv~asAK)F5CMbfU36-)q81;$T92mRPoRo z2Aj;f?{)Ko@qD4-{WjW4&VEIcipcd29Wx6{9F1g9ez_{JME3cDt-IT|SC8hSKg&6L z6mf5>B^}Q5Hk7AEys1)PjCNS?6-mNoiyx0l%MC*`I^?V#J(j%B!$4fHx zOhf%ENp^u^vH((uL?k)C1^~&Rj7QsA7 z>8xC~+#OA@jA_roAr4n1?%)H^aCc~bO3vkaYF1KF;p7?D@JL%!?n?{l3RJ6PQh}YU z&Di4d>_+IwjH`8Oz@PI$fo7pYAMcNzIXT$7(Z;*wr^ynm3oeOBw@g{TnQv_S#r(CP zVk@ScQ;cA6zuRHBriN>Na02`e>#aD*@+6g(viuT05nYyd6h2AqK6<;Qbh_IdZ%66y zWKZ3|ATz}=c}1Q|h9iUPBXEwT=gnzTQ=IMv^9X3T=VBAhZ}~6FHu?`8*Vi5xy{I{FQK3N-5X8CLFILsqv!zi3zywuy%BfSG)yU|(iy#%%d#^l zOQ*pRfY&qi0g(iCR}kiVv~if7@&L`17%eqPzCd|8M7IO z`@o01!Ww`)b?*aDsTqaS!~aJ)1Jw%3Cwjv0;f*y(S${22GRtQlc|3p#Q(h9Tpn?(fVeH zFa!U`Rsj3S`m7=W3@%XfqFWYl0gaO`Yc!E74FYT=1lY;pi^UlL{sqFn=xG&od|+X*-hYJqCN7& z^8}Vxzp5En7tT5%pyerjT}42Pu;kEspXhz{tJ)EsoS)3!H}3$tzVnXf-eJ=b$l}Qa z_|4Rq4{fj-UWEyPhmjUwpCS8aFkdA3o}LN=ddE$W1xr>1oQlf@?V=|+rvNhZc`s<3 zaha#Dx0zufcDX+C{_W1R8_$HX4cP4%VLfaTL+jYym;Qgu4M4jKNa{;`X0SWI){U=< z!4}Ou$|nifR|3>-raO?S9)DT14+oZ*A;E3DD2jiJWE%Znl@LP&fB)piq{1Xf$o|h!0&3(7E>oi%^OtZEm0jR< zA-=xIP7LKozXLL{Mr-5#aQ~JPH1HY`imP8WY-he7>~>k)cqzJrvW!m5?qJOhn&$5T zR2pAdLUvC_*|SQgugYM;I9Bxc)fm^?)poI-jvdtI>%B6pqAx36FZzRjsuW-l>#plc z+#&f^ZQ%&*nnd>DM$bO;&y<99HuDB&zYN3MU+wTmm<326SO5q+uomNksCR1_cAt*; zZscSvXD2WdQLqq6f|9%}`r*^kmGhHUg9)!LxQ+uOM;IEw)Ll;XC>8p8k?7s7*gR=L z!;#0fpa$steN0^?&{eawS5`^%UaPd9jfTXS795?wh-9(ckaTi5s=VaqSR{h>VMWUsQVY_j-aT z@aJomA4TNQ;Kwz($5n8qu06RV1Rbj;VMBUetr`UHQSP>{_bZ(*SAYc60B8k)UiyCi z4d9KvCBvHc6Hzqmw6PydV75C%%k|7nk%Zw8^4ZP+y)Yk%zQwSW04x+!OttSm($;$( zi&yt*-Jakz^fSdjk{VI;kav=A>Pd1D8E^P4-*V_ywOw-?oL{Ex&eoB z1K^p*uG}3u`*PYxi{958o!$VPKUhlX5sW_Qpl(X#6b$0`10g4p^X^UfU0PNV2i#1- zEzBwR)An1D5Fw+7&?bg*gu*>&p5Re)t*K5GC8}SnsRlowD5DU0tOgZUdJJPIMRZ0K z$Jw1|g)-J-8^!tZUrlA*(}Ui7LmWN6_a=){RXCjVSi1Mr|-P< z6sNv3Q<7xmobj41O(G@p_jToOd-J|M=8%&SkI_N^E4+oh6${X+mp&mzlo+nOTzc@Z zha7%AstInMIFyRWa{Be|WI+v}LUev6wDN0?S`0T3g^X%)ViAW zyKY92H6-;n`yKE@kO7FQCrJ!6Txl3^3usWs6Fd4Cr-*nq-U5krj6hQ&ir~R7aQ2u; zYitIkkf@R%)Z7-!vCJPt%-yG1w;PNI0|+w7p96FJ_;Y@rW}qGbS7S%{Wc{dfu7<`4 zz7=Gl1J~(z=ybIaUCnUEpaC4}!!(Z%9y3IsMvd^>iK8h}VTC=A=nT$}e)1d4f(THt zN4%NO3=}~@bH_6Fm@10-JeJNswHDCE%%gL@NqtRl#@`yTlUGi7u6NB5fpDgSL(oGm zLAD-@ZYcZ;?Ig0dFo`F)0n0C?DK)K%x{%7)x?jl8fjtD1%^c&;CdbV7A2{in#ikrn zpem~cKzu^O*CF&|2bAE>V;dXQn4SoPv)ZZ}`>|q#x7aL8?P)Z+vNdW3$;oN((I_G>>ggxr-W4 zJY$KxNqwG<$33%h|-u2Ua}(v)lWBl4hP!$?m*5{PPBi- zh~Rxc7;4(xdhSqQ6f!mmMmO7|#`97nNlYUwk0rQ9 zJci`qUym}dphyrC3Nw?a(!b@)G0*er#+B_>ec_g-O7dQ=jmv+#Jkb=wfT#MnZ$d&% z7WD~K;r-55cCnJB7=1_pwVYo^Zf%DcRNh`G_Dwj7OEWllERGbZ5DKDt#7{eM3<_~w z!Pw66#CX(BLgLr90Mr-QeVRA| z84=F+e$=N%ndU7$E7l70+6kws3fq%JHFZaWHVmimB<%4TPb?u0Sc1YYs9{ zSUl-(5Q^Z>Uy<`!_3P46i;}R$`gLTyZ%fT)>?dW-cY-bdz+{aYB^1FwFfcifg@Le@ z&IHS*i0pG5Jzv$CnY!7Re!GlNKDltwQ@As!K(iG6vCfzqaU9ve2;A-sIiPmcVlYeD zU9rc}diBS>=wOL4a5jn9UdU^Rer{8AypE>fK0HHqx62+UrSH_T{v zf`cSLtxyiDQ+8k=4s^$|N03J_3cMnBSFfb*bA}zz31nmx4&3tw01Y}ueR zvJpQJo`-GHL_Z1Rt^VS#df*fKYwBt=_k84yS8Y7+GY141i_M^MFh!DzhQ7$qMo$Ch zyHLE)Q}^&^-!GI}{R!*EcFX`Sv}iahr$wB>so=rl+{c{s2m>Nn4h)5SvXtJuyr~y{ zYZnRG)x~1@5dpZNID@m|IDOX8pc0f=C!Byy+^^h9VZTF&Y#Y`ehp2{!|Hw-@-_Js{G#lJ+R5e9C=8Xwxz2s0B?L`__XG-qp9f8GjIOjik4 z4pWhi;7)C>aVIx?v04#_!skhfP`^L7BcEM@(3%hK4RXhA3^F=@m=}fu5p&cc&Ip$; zqBQiaoR<;FxG<`}QGQjDgmJ7Wf!%~7>Rx@!0L3f5Ceh6V&6k9HMZF)kKxBZGub>WX zmZMPf3zU~zo0=3$b{(s~1DS(?w>c*QCJu=M^J2vCjzNMDic$-gF$~ zQV|mb3I{`5jSKnV^C-{tc(mkb{60upy&1mZ&+U5{%}?%0eO}~e#tJ+NQMbD^=~5|~socz`jrjJnWu@goj=C5@IYJAqe2 zbO{r&W}Iueh5-`Ht=U!fXnXzK+Dm@TL_OqqJ(m{c)%-?SYh&EGC;~`EbMH|iP#c|> z$vZg(dI@x?5Oc;L@m)crcY>-#C?z-*;(h{tQ6^a8vSFqcQK-iDEmvJrX=o-9K>Wc` z88V9_PmCu8(Zqzng(J%fK;J{{<L(KPfhT!6vB22QZENaiKuj-vpD#|aWtxK zNtdq}R*Y--OghS!7XnRY9#~}lPEwluCeCH#f7D8FN8gD!Ps&ZANBGVmhd3HY(;LG<$bWz}>R#b{0x1#P9)%ZH&u4ycTrj zU!{f`_ttHv$F~!oWkVVtizSQcRE(6A_%{>o88RZeU3ekv0i6Op~h=MhpatbJZcY`)l#xhxY1=k5s8S%bNb>G1%tdb0&J6$o(NKJ zvC9OMxZ}JoiKsJ<(~f}j6mfCfT~|uC0fbOg@8wU_r=hgi*iNP{n1>*EBigrc1u^aGu3W zI|6qfw9LQucw;wp*or6|d`^ahB9H0?fj$aS7kdbo@^+aI2|e!Zad4Nggb)tNAsESY z_Hy$ZUhhQba4<$3f49aI-3Zx)i?H__)3eOjJoS;MzbEkGB`FqHCvaWeBpLfi&fI=W zYtf6(_dv;?c79$^r)PmvJ;|TvM-(k~^SiE;_Hr0znMD2`^$kH<6pT#M?sn~2U?fW1 zoEdVo_$S5jT`B(HxyzrkZa_wvw%(Ji+|LUh^Go3$IOiKgnPLl{t0_6>atarsHQ(=9 zEEkj=elumc3*GI+o9f{m_jr=vqqs06DV&J(p;ZCiq%?(CQ#db01&(tDA*|%P%kpLp zhN{vd@9GsW;LE8$Zd%%gs~PlU+zmFI$|=kcQB*Rx&S_5nz0Lm;PnweWGSKZEx;d+v{Z-*aR}?Dh3jwB27{9(i2j{UkS8Uoda&e8_(Kg zB|#D+s}>Nj0sIv(#JaM=ESbj_F?35UX(ttneA0lD6vDd+7}I)pmDUc%@NJQOi96K5 zj3tlr^Z+MobuSX;LxN%xHv-q;48d7>FED1wpIqEU6kw^JU#V-z#h_MhNj~X3!AW;V zO*rLmHCr(W%xm?@65(}5rR?A0;cPcs;RO>9K_rxSTc8$mND>4>zIjd@CUT^bT5%<4 zd5sZe6$y=)O^jXNE_ndH82wl^K?iRMdLx@SuB=VBQeIcJ+`9;8fLw>vCr5qbe9}BfR7eV z2r%j2(a&XvOH)D%#NEdZmGzq3dBga-d!3!xs;&%xnh(2L?ESUH^W*TvI57BUkVrd( zCf0hl+~Tv0v!B!^G zqj?Byqh>k~Qd5AD|E1Ry2RMtZ@mgunR7^dUaGTU#ZW#fWtsU#`sl(7H7!zM6;@`Y^ zg#$>{)%&bqT<6SL12f^qqcl9Ncc0w;EKR84Gf!(g?(VfS4pjvIvzlXEUzoPijUNzK0Iygk)553A5S!iVe&%VYj5r9p60Eg8i5m~ zT=M05u{n5%BW|8>gkM5}FS4w^+?rP9Ff$JRV@|6uTI^eTbz}|;;=%9Y__?pRUVLZBg#?_o02^?|iUe!Y_}>@S zCUn`e%YA1e3B``%%?;qDtVS7P46_G<`J>V@fWNf`FMuC*wbTx;xFh)Kbx)+m9Q)_- zAAi0TS2BCNXN-%7pAQGX>}uk%ilt>&^=PhApV}soJIxu7w&9|`iwW336J;~JnV&TS z$=!qntpQ@q5o+czp_psxo?Ob5`#F~d2)Ek4z)f15Kk@C~Hx z^!4ZTk(FW7`%{lV;dBXpHW`PcIyk04clYTtr#!5 z2b}`QvW~FQYVkl$I$(bHtF6usRYSiV7QdFfL?_5`2E+3033lr6l8}&qP&#xXwo{Zz zRN7Xfm=8uz1Akd2)PrP<==KH&Q*&-VLZ9RGgP`O*L=u`5{v)QxA&pf`tspi(M8PnW z1W{_72T0{O>llgWt3FiU5O*Jcb7C2wbpq0bp9OiOP(_$>h39%EoPk&1g=PN=qCHwM z30%WJSO0}Uw24QsaF!-3*~*L0ub(~h%apt(M37P{F3~I!z#b=;cU|`JpG0s2DO73C zqIxqjZyjmtOYQr~U_BBsdd z7FHP{iW_ft_(cW3i9+VLmw!?nWQ=iIKi-8EXS&|vz?!K&qWDQx)Qdpm6KmCdILLd8&x%(9BcLDx%$Ed!PTtf+&K zk{(=AZ(@B1btcMo_ZJ-QFlV*KU+kSz&8L@tTJDa6;f6;5xhJAE_O)<#5uF`r--`gg z20%@e?hrg3qW^Vr@;e?Vg63@k0%)g`-yhP_HbE9HvE}FdkYVA^1n}Fu;R z7AuquMtFdq@i|;tb}p_G@Gz)6_)zr}^bXkfl3MlybG@1|{qr1YAkGcQK)G7_w>)-&-|FoX8iGx-I zuc>Jr^*?p3|I5=b)Y`0V%8LILWfvfz8#KmQ|2}{G4NR(5o_x~&PkV{HSXIr=F zHR1f`w4IpK?&d;yY z{Y=SQ|IB)BC`b$kycz){EJ?0OG~uxk%PVADhjCbyR>T3P)y^*>40{BY!Rk1osahD+bNu;i_Tu#tY-+XV8t{ckZV2#;MIM< zH9GhKaL*OMEiDbp-rtPmU6#9$i=G9<@Bp0^R?u$P`e6IrvG5+0&|XaE09r_x3U{VJ zDz2`67jEg+xN1B*^&VCNC^u+nEb5zV1%bjgdbmSELdZhf{Y52v?V;U)!?Qz}_Jaix z>{F4aNW*=A1@MCMMnl*9bfK+taAh)*5-eLfx?yt;5&rU zw^w7{N#J#KVYT~%!&pkt_dx-gVBxMnk%|Vy0)?hbAg{>Luv?gBw%YEizkzeOnHMFX zfF-b#t&$4sIy#**jUK=fJfMb!J(~cwClN;OD{_`PCim`L_2Uajj=1o0`T7y;y}Cptk0C z_Y-srIymN2!%8t2WIV&4_#H2Hg2?RN4u1o^J4?dXSAZ50+4XxU!nS&dgJ8O(@y;CbNOc9UW1BXTvMItbjuS=6I$d&VNFuScL_{Awau z&(>-OsP*DtM`LW!p;)0cMlL_zs2Js5+o5P34+y^PGO}jY_DU4 zzQ&whH6Iz6pfJL-T`{Jb)wht zXk(xlPB*#;tDt6_=3v#~V=Oego^1dU38!H;ykej%7AVdbsIb9h4TR70x;^O|0*QQc zy=IqcTUnClBn%{%^YhOeP6t^j3JtF(le@bxWzgXl!Z}*!mKcw;5=s{bNUD5+f(SCj zG3tyzQAxC$nzb1f3@YVTlseT-|aoqrAys&N!H#fwGh5pf{@VjNRMl1e96P zBaqI)4x>$WNrfWvy#i%F6&57!gb2FHFB_k)Kmn`;F%$X`kX08CSpqJ^_gTx{P%p#F zPU4pf)zDfwIz2HwDKg-HRaEFVZ(jwZ8m|S#z;_(0JJa*aF^imps@A)oqoxSvix1Ru zGQb$vn(ndKOPI790P{pYD*1R1{Eb<&W&zpHPqB2eXd2LvlP;H>`yB`I=`>UE`6N!n z+LT4&n3z#e05cxif|GDd;EU4uEZ1X$cb5sC%B8 zFI=EUB%Xr6(6+Z{BTfrHfky~TO<=<}d z3s3_sv!x$6rQWs#dVvD-p-XTeu{?sVnLnSsQaP`=kG%LKf@$yQ2WgguWufgE;f7_9 zGV(1W6TAZ${UbAJmU0LMR|D~keK)-@FuA^fCp0Ojg8>1Ey>WDXQsl8{kG?3g2=No; zU@>^3>ywdST%)?l4d!hx2r(%5&!cdVEi|!QK_xlA8rjkR*TxxdSH+SLM zK2!MiN0+DA0U1{L?w22Vg3z_P_9GF@?nZd$hst>yQyNd>q3){L8yb0xue4szR0;%z z@+efem;U_K%WxMCI5JzK#e7xDGrr_`wvFm^k&FB2pIHJ+$>#L+U|!hVkX{1H&(vVT zH5xFM>*L@X=wnJ<9y2#kBiRf}-x+oE+JuaEx3*lK(^9DdPtMdxQoG?Lb9z7m|A#S~Dxqs$cHH>vRLBRyj?N@@kYY{^^2?ioeFD{k!u&6(MK#gbzcm9zVmHkN47Q>We>=(49}gPp~Pjb!Uy z_&m0btoxWSAXag&I*_L?_!y>2gPc ze(z<~9G$rlZ@SfqKkZ|0a%5`9erW}RxyI*JO)T!GH$vN-q8>+4S8HB8sJr2^P>RYRGX7;GrTg=DeLoDf`8euEaJVp z$W**n8V$ZFIX$`7U}=t@8vc5;@mYyowzM_oWtNtsYHJc&?MCx~^NKk2MN;9>^q5VY zCCXcJAC!4b10{AZ+Ov2Uj%TS^-CXm|l5n>4uvX%JOb{L>ko_^ z)0OZPrF5y@APoH(Bv#9y0N3_Sd~eSgH_Ll>O@D%2+>}@vICwd$WDdpGo?r1L$jF|% zxpf}`)B_N~shO$0knzGfe%y$cwTaTs?XTRNdHCxzS3^(t%j8|b4f`0e4SyKg*_(cX zgndpe_p<4>t1+e0AIr>S{50#%KYCjI#jKeH_z+JI1ykS9B4Kk{G#;IY+*X7#i*GyM z=Lo}7t)JgIt3pLQ5HyD+NwXXj)+Wf!xP%H&yV^)VpiT?5He?y7?hhjl6(1(qB h^PkxkFaP%62-oiWW8W$ka^b*#^3p0&6%s~%{|5>VT%!O0 literal 0 HcmV?d00001 diff --git a/inst/dev/benchmark-functions.R b/inst/dev/benchmark-functions.R index ca5a9879b..d83651d25 100644 --- a/inst/dev/benchmark-functions.R +++ b/inst/dev/benchmark-functions.R @@ -14,7 +14,7 @@ create_profiles <- function(dir = file.path("inst", "stan"), profiles <- suppressMessages(purrr::map(seeds, \(x) { set.seed(x) fit <- estimate_infections( - reported_cases = reported_cases, + data = reported_cases, generation_time = generation_time_opts(fixed_generation_time), delays = delay_opts(delays), rt = rt_opts(prior = list(mean = 2, sd = 0.2)), diff --git a/touchstone/script.R b/touchstone/script.R index 4f3a85be1..a0c37b300 100644 --- a/touchstone/script.R +++ b/touchstone/script.R @@ -8,7 +8,7 @@ touchstone::branch_install() touchstone::benchmark_run( expr_before_benchmark = { source("touchstone/setup.R") }, default = { epinow( - reported_cases = reported_cases, + data = reported_cases, generation_time = generation_time_opts(fixed_generation_time), delays = delay_opts(fixed_delays), rt = rt_opts(prior = list(mean = 2, sd = 0.2)), @@ -24,7 +24,7 @@ touchstone::benchmark_run( touchstone::benchmark_run( expr_before_benchmark = { source("touchstone/setup.R") }, uncertain = { epinow( - reported_cases = reported_cases, + data = reported_cases, generation_time = generation_time_opts(example_generation_time), delays = delays, rt = rt_opts(prior = list(mean = 2, sd = 0.2)), @@ -40,7 +40,7 @@ touchstone::benchmark_run( touchstone::benchmark_run( expr_before_benchmark = { source("touchstone/setup.R") }, no_delays = { epinow( - reported_cases = reported_cases, + data = reported_cases, generation_time = generation_time_opts(fixed_generation_time), rt = rt_opts(prior = list(mean = 2, sd = 0.2)), stan = stan_opts( @@ -55,7 +55,7 @@ touchstone::benchmark_run( touchstone::benchmark_run( expr_before_benchmark = { source("touchstone/setup.R") }, stationary = { epinow( - reported_cases = reported_cases, + data = reported_cases, generation_time = generation_time_opts(fixed_generation_time), delays = delay_opts(fixed_delays), rt = rt_opts(prior = list(mean = 2, sd = 0.2), gp_on = "R0"), @@ -71,7 +71,7 @@ touchstone::benchmark_run( touchstone::benchmark_run( expr_before_benchmark = { source("touchstone/setup.R") }, random_walk = { epinow( - reported_cases = reported_cases, + data = reported_cases, generation_time = generation_time_opts(fixed_generation_time), delays = delay_opts(fixed_delays), rt = rt_opts(prior = list(mean = 2, sd = 0.2), rw = 7), diff --git a/vignettes/epinow.Rmd b/vignettes/epinow.Rmd index b09e94fea..6488f6854 100644 --- a/vignettes/epinow.Rmd +++ b/vignettes/epinow.Rmd @@ -26,13 +26,8 @@ Here we use the example delay and generation time distributions that come with t This should be replaced with parameters relevant to the system that is being studied. -```r +``` r library("EpiNow2") -#> -#> Attaching package: 'EpiNow2' -#> The following object is masked from 'package:stats': -#> -#> Gamma options(mc.cores = 4) reported_cases <- example_confirmed[1:60] reporting_delay <- LogNormal(mean = 2, sd = 1, max = 10) @@ -43,21 +38,25 @@ rt_prior <- list(mean = 2, sd = 0.1) We can then run the `epinow()` function with the same arguments as `estimate_infections()`. -```r +``` r res <- epinow(reported_cases, generation_time = generation_time_opts(example_generation_time), delays = delay_opts(delay), rt = rt_opts(prior = rt_prior) ) #> Logging threshold set at INFO for the EpiNow2 logger -#> Writing EpiNow2 logs to the console and: /tmp/RtmpJDlhZu/regional-epinow/2020-04-21.log +#> Writing EpiNow2 logs to the console and: /var/folders/vr/dn4r1_zj417drd1zr9301trw0000gp/T//Rtmpv7UfXL/regional-epinow/2020-04-21.log #> Logging threshold set at INFO for the EpiNow2.epinow logger -#> Writing EpiNow2.epinow logs to the console and: /tmp/RtmpJDlhZu/epinow/2020-04-21.log -#> WARN [2024-05-10 07:52:36] epinow: There were 11 divergent transitions after warmup. See +#> Writing EpiNow2.epinow logs to the console and: /var/folders/vr/dn4r1_zj417drd1zr9301trw0000gp/T//Rtmpv7UfXL/epinow/2020-04-21.log +#> DEBUG [2024-06-19 18:04:28] epinow: Running in exact mode for 2000 samples (across 4 chains each with a warm up of 250 iterations each) and 81 time steps of which 7 are a forecast +#> WARN [2024-06-19 18:05:49] epinow: There were 1 divergent transitions after warmup. See #> https://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup #> to find out why this is a problem and how to eliminate them. - -#> WARN [2024-05-10 07:52:36] epinow: Examine the pairs() plot to diagnose sampling problems +#> WARN [2024-06-19 18:05:49] epinow: Examine the pairs() plot to diagnose sampling problems #> - +``` + +``` r res$plots$R ``` @@ -74,7 +73,7 @@ This is done with the `regional_epinow()` function. Say, for example, we construct a dataset containing two regions, `testland` and `realland` (in this simple example both containing the same case data). -```r +``` r cases <- example_confirmed[1:60] cases <- data.table::rbindlist(list( data.table::copy(cases)[, region := "testland"], @@ -85,49 +84,58 @@ cases <- data.table::rbindlist(list( To then run this on multiple regions using the default options above, we could use -```r +``` r region_rt <- regional_epinow( - reported_cases = cases, + data = cases, generation_time = generation_time_opts(example_generation_time), delays = delay_opts(delay), rt = rt_opts(prior = rt_prior), ) -#> Warning: The `reported_cases` argument of `regional_epinow()` is deprecated as of EpiNow2 1.5.0. -#> ℹ Please use the `data` argument instead. -#> ℹ The argument will be removed completely in the next version. -#> This warning is displayed once every 8 hours. -#> Call `lifecycle::last_lifecycle_warnings()` to see where this warning was generated. -#> INFO [2024-05-10 07:52:38] Producing following optional outputs: regions, summary, samples, plots, latest +#> INFO [2024-06-19 18:05:51] Producing following optional outputs: regions, summary, samples, plots, latest #> Logging threshold set at INFO for the EpiNow2 logger -#> Writing EpiNow2 logs to the console and: /tmp/RtmpJDlhZu/regional-epinow/2020-04-21.log +#> Writing EpiNow2 logs to the console and: /var/folders/vr/dn4r1_zj417drd1zr9301trw0000gp/T//Rtmpv7UfXL/regional-epinow/2020-04-21.log #> Logging threshold set at INFO for the EpiNow2.epinow logger -#> Writing EpiNow2.epinow logs to: /tmp/RtmpJDlhZu/epinow/2020-04-21.log -#> INFO [2024-05-10 07:52:38] Reporting estimates using data up to: 2020-04-21 -#> INFO [2024-05-10 07:52:38] No target directory specified so returning output -#> INFO [2024-05-10 07:52:38] Producing estimates for: testland, realland -#> INFO [2024-05-10 07:52:38] Regions excluded: none -#> INFO [2024-05-10 07:53:40] Completed estimates for: testland -#> INFO [2024-05-10 07:54:29] Completed estimates for: realland -#> INFO [2024-05-10 07:54:29] Completed regional estimates -#> INFO [2024-05-10 07:54:29] Regions with estimates: 2 -#> INFO [2024-05-10 07:54:29] Regions with runtime errors: 0 -#> INFO [2024-05-10 07:54:29] Producing summary -#> INFO [2024-05-10 07:54:29] No summary directory specified so returning summary output -#> INFO [2024-05-10 07:54:29] No target directory specified so returning timings +#> Writing EpiNow2.epinow logs to: /var/folders/vr/dn4r1_zj417drd1zr9301trw0000gp/T//Rtmpv7UfXL/epinow/2020-04-21.log +#> INFO [2024-06-19 18:05:51] Reporting estimates using data up to: 2020-04-21 +#> INFO [2024-06-19 18:05:51] No target directory specified so returning output +#> INFO [2024-06-19 18:05:51] Producing estimates for: testland, realland +#> INFO [2024-06-19 18:05:51] Regions excluded: none +#> DEBUG [2024-06-19 18:05:51] testland: Running in exact mode for 2000 samples (across 4 chains each with a warm up of 250 iterations each) and 81 time steps of which 7 are a forecast +#> WARN [2024-06-19 18:06:27] testland (chain: 1): There were 13 divergent transitions after warmup. See +#> https://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup +#> to find out why this is a problem and how to eliminate them. - +#> WARN [2024-06-19 18:06:27] testland (chain: 1): Examine the pairs() plot to diagnose sampling problems +#> - +#> INFO [2024-06-19 18:06:29] Completed estimates for: testland +#> DEBUG [2024-06-19 18:06:29] realland: Running in exact mode for 2000 samples (across 4 chains each with a warm up of 250 iterations each) and 81 time steps of which 7 are a forecast +#> WARN [2024-06-19 18:07:12] realland (chain: 1): There were 12 divergent transitions after warmup. See +#> https://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup +#> to find out why this is a problem and how to eliminate them. - +#> WARN [2024-06-19 18:07:12] realland (chain: 1): Examine the pairs() plot to diagnose sampling problems +#> - +#> INFO [2024-06-19 18:07:14] Completed estimates for: realland +#> INFO [2024-06-19 18:07:14] Completed regional estimates +#> INFO [2024-06-19 18:07:14] Regions with estimates: 2 +#> INFO [2024-06-19 18:07:14] Regions with runtime errors: 0 +#> INFO [2024-06-19 18:07:14] Producing summary +#> INFO [2024-06-19 18:07:14] No summary directory specified so returning summary output +#> INFO [2024-06-19 18:07:15] No target directory specified so returning timings +``` + +``` r ## summary region_rt$summary$summarised_results$table #> Region New infections per day Expected change in daily reports #> -#> 1: realland 2211 (921 -- 4610) Likely decreasing -#> 2: testland 2238 (980 -- 4646) Likely decreasing -#> Effective reproduction no. Rate of growth -#> -#> 1: 0.87 (0.57 -- 1.2) -0.036 (-0.16 -- 0.076) -#> 2: 0.88 (0.58 -- 1.2) -0.034 (-0.16 -- 0.076) -#> Doubling/halving time (days) -#> -#> 1: -19 (9.2 -- -4.3) -#> 2: -20 (9.1 -- -4.4) +#> 1: realland 2260 (1009 -- 5055) Likely decreasing +#> 2: testland 2237 (952 -- 4767) Likely decreasing +#> Effective reproduction no. Rate of growth Doubling/halving time (days) +#> +#> 1: 0.89 (0.58 -- 1.3) -0.032 (-0.15 -- 0.085) -22 (8.2 -- -4.5) +#> 2: 0.88 (0.58 -- 1.2) -0.032 (-0.15 -- 0.077) -21 (9 -- -4.5) +``` + +``` r ## plot region_rt$summary$plots$R ``` @@ -137,47 +145,56 @@ region_rt$summary$plots$R If instead, we wanted to use the Gaussian Process for `testland` and a weekly random walk for `realland` we could specify these separately using the `opts_list()` function from the package and `modifyList()` from `R`. -```r +``` r gp <- opts_list(gp_opts(), cases) gp <- modifyList(gp, list(realland = NULL), keep.null = TRUE) rt <- opts_list(rt_opts(), cases, realland = rt_opts(rw = 7)) region_separate_rt <- regional_epinow( - reported_cases = cases, + data = cases, generation_time = generation_time_opts(example_generation_time), delays = delay_opts(delay), rt = rt, gp = gp, ) -#> INFO [2024-05-10 07:54:30] Producing following optional outputs: regions, summary, samples, plots, latest +#> INFO [2024-06-19 18:07:15] Producing following optional outputs: regions, summary, samples, plots, latest #> Logging threshold set at INFO for the EpiNow2 logger -#> Writing EpiNow2 logs to the console and: /tmp/RtmpJDlhZu/regional-epinow/2020-04-21.log +#> Writing EpiNow2 logs to the console and: /var/folders/vr/dn4r1_zj417drd1zr9301trw0000gp/T//Rtmpv7UfXL/regional-epinow/2020-04-21.log #> Logging threshold set at INFO for the EpiNow2.epinow logger -#> Writing EpiNow2.epinow logs to: /tmp/RtmpJDlhZu/epinow/2020-04-21.log -#> INFO [2024-05-10 07:54:30] Reporting estimates using data up to: 2020-04-21 -#> INFO [2024-05-10 07:54:30] No target directory specified so returning output -#> INFO [2024-05-10 07:54:30] Producing estimates for: testland, realland -#> INFO [2024-05-10 07:54:30] Regions excluded: none -#> INFO [2024-05-10 07:56:06] Completed estimates for: testland -#> INFO [2024-05-10 07:56:24] Completed estimates for: realland -#> INFO [2024-05-10 07:56:24] Completed regional estimates -#> INFO [2024-05-10 07:56:24] Regions with estimates: 2 -#> INFO [2024-05-10 07:56:24] Regions with runtime errors: 0 -#> INFO [2024-05-10 07:56:24] Producing summary -#> INFO [2024-05-10 07:56:24] No summary directory specified so returning summary output -#> INFO [2024-05-10 07:56:24] No target directory specified so returning timings +#> Writing EpiNow2.epinow logs to: /var/folders/vr/dn4r1_zj417drd1zr9301trw0000gp/T//Rtmpv7UfXL/epinow/2020-04-21.log +#> INFO [2024-06-19 18:07:15] Reporting estimates using data up to: 2020-04-21 +#> INFO [2024-06-19 18:07:15] No target directory specified so returning output +#> INFO [2024-06-19 18:07:15] Producing estimates for: testland, realland +#> INFO [2024-06-19 18:07:15] Regions excluded: none +#> DEBUG [2024-06-19 18:07:15] testland: Running in exact mode for 2000 samples (across 4 chains each with a warm up of 250 iterations each) and 81 time steps of which 7 are a forecast +#> WARN [2024-06-19 18:08:04] testland (chain: 1): There were 1 divergent transitions after warmup. See +#> https://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup +#> to find out why this is a problem and how to eliminate them. - +#> WARN [2024-06-19 18:08:04] testland (chain: 1): Examine the pairs() plot to diagnose sampling problems +#> - +#> INFO [2024-06-19 18:08:06] Completed estimates for: testland +#> DEBUG [2024-06-19 18:08:06] realland: Running in exact mode for 2000 samples (across 4 chains each with a warm up of 250 iterations each) and 81 time steps of which 7 are a forecast +#> INFO [2024-06-19 18:08:22] Completed estimates for: realland +#> INFO [2024-06-19 18:08:22] Completed regional estimates +#> INFO [2024-06-19 18:08:22] Regions with estimates: 2 +#> INFO [2024-06-19 18:08:22] Regions with runtime errors: 0 +#> INFO [2024-06-19 18:08:22] Producing summary +#> INFO [2024-06-19 18:08:22] No summary directory specified so returning summary output +#> INFO [2024-06-19 18:08:23] No target directory specified so returning timings +``` + +``` r ## summary region_separate_rt$summary$summarised_results$table #> Region New infections per day Expected change in daily reports #> -#> 1: realland 2106 (1042 -- 4307) Likely decreasing -#> 2: testland 2128 (843 -- 4774) Likely decreasing -#> Effective reproduction no. Rate of growth -#> -#> 1: 0.86 (0.6 -- 1.2) -0.038 (-0.11 -- 0.046) -#> 2: 0.86 (0.52 -- 1.3) -0.038 (-0.18 -- 0.081) -#> Doubling/halving time (days) -#> -#> 1: -18 (15 -- -6.3) -#> 2: -18 (8.6 -- -3.8) +#> 1: realland 2026 (1030 -- 4393) Likely decreasing +#> 2: testland 2119 (816 -- 5021) Likely decreasing +#> Effective reproduction no. Rate of growth Doubling/halving time (days) +#> +#> 1: 0.85 (0.6 -- 1.2) -0.041 (-0.11 -- 0.048) -17 (15 -- -6.2) +#> 2: 0.86 (0.5 -- 1.3) -0.038 (-0.19 -- 0.095) -18 (7.3 -- -3.6) +``` + +``` r ## plot region_separate_rt$summary$plots$R ``` diff --git a/vignettes/epinow.Rmd.orig b/vignettes/epinow.Rmd.orig index f569bf952..e8da3777f 100644 --- a/vignettes/epinow.Rmd.orig +++ b/vignettes/epinow.Rmd.orig @@ -76,7 +76,7 @@ To then run this on multiple regions using the default options above, we could u ```{r regional_epinow, fig.width = 8} region_rt <- regional_epinow( - reported_cases = cases, + data = cases, generation_time = generation_time_opts(example_generation_time), delays = delay_opts(delay), rt = rt_opts(prior = rt_prior), @@ -94,7 +94,7 @@ gp <- opts_list(gp_opts(), cases) gp <- modifyList(gp, list(realland = NULL), keep.null = TRUE) rt <- opts_list(rt_opts(), cases, realland = rt_opts(rw = 7)) region_separate_rt <- regional_epinow( - reported_cases = cases, + data = cases, generation_time = generation_time_opts(example_generation_time), delays = delay_opts(delay), rt = rt, gp = gp,