From bb5fd1d4ae9303fcd523f9bba2404c28f71a5da7 Mon Sep 17 00:00:00 2001 From: vedithal-amd Date: Mon, 3 Nov 2025 09:25:12 -0500 Subject: [PATCH] [rocprofiler-compute] Update analysis db for visualizer integration (#1548) * Analysis db changes for visualizer * Add support for per kernel analysis metrics * Add support for dispatch timeline visualiztion * Show median instead of mean of dispatch duration in kernel view * Add test case to validate analysis db schema * Analysis db schema updte * Add Kernel table and make Metric and Dispatch table its children * Kernel table is a child of Workload table * Update metric_view to show kernel_name column * Add disptach timestamps to Dispatch table for dispatch timeline visualization * Update kernel_view to show duration_ns_median instead of mean duration * Add mean duation in kernel view * update changelog --------- Co-authored-by: Fei Zheng <44449748+feizheng10@users.noreply.github.com> --- projects/rocprofiler-compute/CHANGELOG.md | 5 + .../analyze/analysis_data_dump_schema.png | Bin 67666 -> 189737 bytes .../data/analyze/analysis_data_dump_views.png | Bin 17433 -> 34622 bytes .../rocprof_compute_analyze/analysis_db.py | 178 +++++++++++------- .../src/utils/analysis_orm.py | 104 +++++++--- .../src/utils/rocpd_data.py | 8 +- .../tests/test_profile_general.py | 38 +++- 7 files changed, 241 insertions(+), 92 deletions(-) diff --git a/projects/rocprofiler-compute/CHANGELOG.md b/projects/rocprofiler-compute/CHANGELOG.md index e2903dc9cf..6cfacf28e3 100644 --- a/projects/rocprofiler-compute/CHANGELOG.md +++ b/projects/rocprofiler-compute/CHANGELOG.md @@ -10,6 +10,11 @@ Full documentation for ROCm Compute Profiler is available at [https://rocm.docs. * Added `config_delta/gfx950_diff.yaml` to analysis config yamls to track the revision between a gfx9 architecture against the latest supported architecture gfx950 +* Analysis db features + * Add support for per kernel metrics analysis. + * Add support for dispatch timeline analysis. + * Show duration as median in addition to mean in kernel view. + ### Changed * `-b/--block` accepts block alias(es) (See block aliases using command-line option `--list-blocks `). diff --git a/projects/rocprofiler-compute/docs/data/analyze/analysis_data_dump_schema.png b/projects/rocprofiler-compute/docs/data/analyze/analysis_data_dump_schema.png index 7eb4813cf411a9a44f12d3fc84c465bcdca4d217..274b6f0020c2aa20f44950a4a0fe82bb8d6bed6a 100644 GIT binary patch literal 189737 zcmeEP2|SeB`_ED+k(87*5(*h(8A2inS&Bl5CT5r#W{j~GkxDCVwyZ7Ef)ptg$y&%- zAtg&f6iJJ%{^y;USJUOX-TRkc?wvmK(agJ^_dU<@eV*@g&N*mmtT%J|g6UJHOqr>_ zX4U#BQ&{#*nZlgOJ`HR+8T9b+6s9CCvaTiB$rFpiW2Q(Tb*SGY6yzNVu4D=1DhUMz zw4Izi3GE?=BY+=Z5846aOxtBd@W$csXbFYYN^0#`4 z5TH|Z97zNxuw^wu5g`XIO}VET8jB|3=r5sb@9^U>P^;ZBBv%~4nfgcyC^-c=6!mdj z?a+7(bu)sxWgCHHk0DVvfu~ZCKyCL z9qsh-NGCHll7%hxQqE}5UdmfE1+Pt(as&FS!Pj*1)FYvZjz$D~3?5wA-jjNgf&zGH zl$UPrMcsl>RZ*dCaUj9Br!^beV21OCpM}zL1$hTIoIS>sb~5!$GJ$|6 zW9(@CO1mPOM1ne#(tg?|ECEk@XxauMc&;CgfHs(oc&E@-3!FXKk$NmjiPk)5`x*?+ z!4bYQLY}tA2@M}i+u-Vm2C_vxpR#G>i-cb%i9i6?qw6*54*I{4sOwzvw#d%`v*HdK!Iu?k@T5vH)RG^Dv!NtvJje&Nf@i+%a^X$O8f$peH z!nguKU5loe80ZK`vJ)O00DYyLOci4U68xq<8xj5e#nRq2&}cG-rYMw6V|O?#8$i`C zz>1JbUZCq~r^_OcO4R$%)J#?pIvlba9^Zvl0p8|FC$I_#+JR`AqBsm+9XkDIgb5r& zlf|*0U=)!ZRZhTtDHiX$oKQFXnS6kbgt~x0!g)hd0d)k_i}W%>`R##o!lRvmx&nct z9YWirO`zB(O5X#AphLhDAp7Y|aE64>jzBM4&_VVj0?`~za=<{M1#KV_aL#1P3slmU zP|^mkO-Ei%NkR$uA06-;bT9lHY=RCak#z{pu4EFBVdxqdAW9w>NSw6E1S0LCcnlW4 zK8a>wpnGj2kjVrmaLmt1+o-R297T{OaX>47O5Wh(ejjl|ju1Cf!#@=`pvPn!8owU6 z8nm+m#WvAA57kmp?Z-$N8nsu4dlKqa`Y!&X0U`iffyGmtha=A39s`V#wud8*j4>mk z?I1hp0lY8R_P5N?sDc6O-Zm2_5+K6ywUabxHHtsA1(1O9D5IFniIHH~ zWm0XJwkwcRoU_APszp-r85nOs=$ z7+~P{2Lo_^m(EJMx^1&%AOZ!2Q7zs$$~FTLOf(`uz`-knI~bcg_^t8-2*{s95y|Ak z1PIVfOq8crBZDC7DwH=WdkD`F%C2C5UWcu+29 zyA9)P=Qs*9n0(~IZy?DGCqLm%ek4!EaPp%S8vb6%0@UP97Qng1|ALc;m5brzCqXt~ zB(+5(5x|%lP%K~z>RYimhyS#jA4gecxcP~8^Kf#RjsT;6{j(w%T7lIM0|)@lXAC;| z!=Mu-*b~EpP7tFM`XS(h=)hb2_Z8sm^-uWb|8&OZ|1s)hSQEzq6a4wGlTjrO zj?;f5fg8yj{g=m`!0I;+qQS@sQ3mdTFp2UR|GGPck>nA@quRQG!MYGd1O~PJ_BE!I zln-r?=L8Qx8An+k15U!paC*l(mKhuymr-R2mZ(1+bT#bR$GYpJPKYYN*=q(+_+=#~ zzW^xwEHoWUL!f3&eA%hONNQ;H|9XJxPmn{uXnZQHeGHuN`=^x@Msi2c#05CJNd*)p zu4ZJ|wTy#sGl0R^c;*+NVmM3400xr@7>qI=WwK-tCL^8ni(mn)d*fg^8R>&xojw@J zHc`_DbYoI}`}DyCqJnXhZ3ZfsXjA~llXUD8qsU~Oi%fn&x?r>+DU$>iAmQ}lPvFqs zrj+#8z=C1rW59ynKU;ttNr=&SdU+`@`5F56rxYd*6O5-|Gcdt~V}gZrI)9_zt-oN4bb-vGoid3d0%i)rg(dI!#sL(1%={c%lhyVLj2q58H_fI%- zMoG#)8-#>}RdE~;!Wbnfqe&cW!+#@z8_6{Nhf7k1)o&a`gOOAE#W^Kt?tRF2(uLVn zmpZAarvF_{%6JO<7=Ti76wf=B9UL2(4Wj|@WsHe{5kGU+NnMkIgj0kJr0~nAr(b{+ zMypAgBuHT-_4MDZNg38Y22hv;S*DTX6TAuuW!Ch`QM@{VnI_n^jDv79fWg>!X8dbX zVB|vwi^t9}G3HCBEI{=qEBA~#Vc;(S2BX!aOb%e6$RMBK<*tTxZyYQqBY*IV^9PC} z$tPO=fKik(+FEYoDclTLFyXKO&U$~(7ZB}iUC~ZNXvF{62mzWEkg*ycHT5()3pJc? z8k2+?ZCo@GR;%BK6HsK3P}C*QgD1?!4A17z@hB@<;AHv%+qDW#rB7Fu=;ERP4ReM=-kOF4q`Xa|6Alo?LJ z{}KvFPgUwp$^@ujkQep3@DYDP%1=!36g?*ZjlG|^(0^F<$3ZOr0>F+XhGRR&pX2~w zl7XJ`|Km+3H3gtJk^rM~=?oSO(qW*m!>b#Q8p@BS#E*e$M;n>_M`0ZQwE=(Tu9I5@ z;8f*zR6915WhA@)cCzaiKovN#Mdug+JbO za+}J(V8Q;Ui1#;|#eY17`fmb)Kg!$00D?c>by7&d3q`vP#)s0SRDSItd}c-yqN?hEe#RP2M)Fd<;l12_V5p9uDX1N+!A4 zk#Piwbdv%<7`Wg&E`UADI0!cb7fd)V7)hToxPx(?rsY@Qg3*T1j8^9W2w#t?-( z@zc60!TIu^K%)P4TmUQIIG9d4fC%?FJ?9T^8%++zwmJWgLW4ivbaE$EN0MH41UG2O zV8+lHQ@kbaJ0qqvj$+L~1Y>LGFUS;(q{tYEU=kpL(Z_a`Bq=jg zhBJ$dOu?}7F>t{ozy%|jF9H_pieaP*$Q!(VOcji$Tr(iSghPUnR2c&jOae#%m#9rb zNC2l68IS;;@zZtq`oMKz?OtTyHZCXYzO}{h9L|O zLl{r-W*~zJM+PG)Gbaq0gtHqPAAoWFj5#?$lmLB3pOaG-sYnZr;Ym4vx*$LS4o*g^ z8HesU@nZ*67=+U=pOjMtR>g6^34e1^&OeS9pr88XehqlkcH;P`iE0s{Q{%_4+Wv~4wIxW^10u+OP`nmMM?*$4b@5olvNc!o&yIkzB z_Ay|=B!C4Y38+c9uKdImtd6H}Gl0Q_0|Pkc&Bzw~ve_|zLAC$^kph!*Y%A(-Fj@cd z!W0y&d<}U(cj;B;J0KtR_1s0b|AsXs!$D=TBz5Kpbo3)*(hF$HqVXQ#hmaphI}LkRH#h2# z*2yr{I%P;c*$a;WGkhok%QkT%S;kf18SrwV;Uz*IPKWFp*)PHxB>v#QQ;Dz5m=Y)_S$wzq*NIUQZw7u=*K?@U!4q*2(4&u!~2NRDD z;EXr}9gLk$_hcS?g<&FrE~7lW?Pu3y`rju_pRC_f}68F23iXj zD%$&g%vu702sT0k1Gi(yWG`BwKiZ8<0Gk}iPGG5B%3iP#EXm7~{)ZKGF*y_x2@a&} zT?GjPbb0D8Xq4aZFH;N&2iDBPkZ2pJm7{wfOczYzlfE$;z7@^n@ZylV8nZJ_j@ zip)4hIimd^#UuRB(Z@e4*i!^WM?Q%;@%Oye-z`F|nRj0j=k z#r$tDKL2UA4}~W`trIZH9tTTLbNiEcJhQ?`YKHnE>7r6sM>G)%nkGxt(N9YPtX|_F z34hc5I>4?I_}#J13f0>)d_F<}&USszZrc%@h;C$zEeIT4aRg_m5ZRSX`Zty#|1U(E z;qb@S%wK_P{|1A@aQKv%g+BE-VR8N>9-<6Kq;#Rvf5+j&>cw#QV+HIm*q}^U_P-1A zkt0VPIpD|)XFoi`USS-?nc?gw+}R`HK=eDH{ZmWKaQ6Q@XFr+890O99^5XuB-hNoW z7~Xy|c>9t3lPefNZ z!XdToz-*pqFpoY|hy$_Sb_6^gO?1U=qfDbq+2V-9+pk4?5!|5a8VZ7de`#ZJo)~*D zX4#c?Hi_V|7F-Pa30<6?qJl1k#^W5E!9F`s2iFBGd^(45O8fOcKNZD-~UC=|4Ob{;&d$gZ*Rx21+q12-YZ{UqG}g!XfB) zb4i=-b~3?*37iUlJjI&<55|V|ze3&_ToX03h5w6{^?oyWFj}F>WPu0&Lh9+CW)l=) z^<#j8NkBy@j-;Z7vk8-Dn8^f!gYgt^1~`~_Z~!O5zk}hi`6$L@w|{%GTf{G58%8Zm znJnl4&aeN3%uSYYC;u27!1~8P2a^FEj3mk&h;EDp^xVA3BPO|397oA!0E3AK1|w-T z1~3@sIqZH3Fi`r*+Ly7YXDIjjSJMIficHntAhQ1TzyQ`i1~8ZezyMY{IzH@At>wf> zE?l-pO?qmBQbRkOv%^|y3RD@CPEBNvU>s$c0R<);3Mh>v%>Gok|MP=Y{%IiiD{=&= z$qNOP;H)_#M}QdCKL!+-3{YSs_l0q`wha7Ld|751yE!j#~2<#)hA z8F$4n+>~jYe}%Ne8DiQ18rjjL{in*e$9+bv;q{uwDpjA{MdL~|5{_=Jw+Wbmoaz^V z6ZqRxh9enMhMVFoarCHZBpEfr?E>Vvk^}~LLgP2_XjfO9-H+onf1FYt-{{QRE zPb+{r->Y>fjblUXu!sJDXUO`pw{Gt zv_A6r%ZY=tij5B(5~p1TzOo3bcRU|y`p%ZMm!jxTquiF6nKWHs{}PrFJMMtCe|nc; z_OQ-KtB?9vkJmP|C&Y3|n#3eZzbF*hEqK8sR(NC5rVUCjo?NjwCycwi#Be30&7xtT znbtDX=P>c`+cRIj!+t=^l^y@$w$iR|11||d*AzBBO|;?-5>#Ekc;kKQt##QSNXuyJ zt5JUqtXPQTx`nuLI3T z?6()<$*SiNLp&5=xOEh?xbBz~%hb@hozs6AYVe>}S z9h9-cinB}j;^tDB) zx~f}lrmF4|*4s7GiR($ahhcRiM`d5f6gLg*N7-wdh52d~%y_`Lu#2P9qMnlK+FGi(X@Dwu7)TCTR^NA86qg9efflQG z=#*67lCQE>*B52&MA;P_Ndbao8LNAkFJHEc{d(dlk7>0*A}ciS0=asxp(}{0pZY35 zS*p3FQC?x-0RkD+QpwY0EZrWS^vW}L|IBMLypqO8Y*$DKZaGMK6Izb9WRQbT~E>A^QhvndbU#>4!%ekVa5d5}Nt>jFm>yX013ocEFoKym|tJao?T#4M$n=}cD5 zFAV|2=7OW?Gghe`zuJTUmf*Le~D!%Gom&Ri8IS-d16 zMbad4y6lf8T9o+_^n}7e27j>KqRc+p;2C10)@(SZ#A?6c`?G;(?~jJw*NWWBv7nhe z%#~C_2KhFBf8argTTL>T$U!#>0LBz_7uD-Mn0?GFT;i-9+?)ROl5q>DT|H+pXoUO{ z=|iweK@LZNDMSyvW*6{O0uE9$s1L=ms^QhcljzQxYxhf5KkT@APgvS>@M+TKX2k9T z$W(bn#XR(j6ApDpeFonbqWgQ>(N8XK5LVpY@%~i&iRg6)v(!b8RtL&{yygAzP1v<( z(A~8*vrC=i18u9(zNJ8YJ>~aUA#>{d{1#8Lb;fLApWccT_qWgdnnRKhTu)9&80J7$ zvp#cYYK4+eSp-tj`i{G7qV2t`3uLLT+SEX!@Z}!P7xTHeUiGvT+im(PvnfqVaD}hB zpysY{9h&Ni%xaTMNa6OoJe~Sr0lHhC-*Q2}xb4=Mvu{RY-a+1TOS-t`ay4GFE6h11 zZMHhU+S^Y9D;<#}o+J`!WqEDe)Rh@~Qf~tbf-=*euP)>s{@(62_k3aDpw!qB)QM?U zx5>C$zC+$MDQKOjeZYcY!&L}2HR(>9MV*}YLk<#jOPe&aZTqFl%PBrOT63Xp^!JtQ zuFw;iDtP(fNy$JgYOj?I${uyD=AP&KrUQ1TpEQSmF$|O2hbazq313?B)#>>ygj#x= zLh1pQ48qGSd2C5|c1hd27k5~UyPNV4=VrLJHp$?U5mTu>+dBuSw1(Slb4#8!Rpuor z?7bRHQAq5g@R|0w3l?8m!fb<514~4mZ>bi)ZhZ7CMq{V4Tr=dzqWl*TijFymBpj>F zx{Kn@&4^NS+pbl!!u9nLy%uK|!E2EMm$WE?2E<_qyMQriDi;I~@`sd%ccuXzD2@iJaB1dYo#T*BGg^ zW244}4^_M7AF3)&YzhmcNSYseuRQepyL!yY)V98p^h-Su@IYZbmNRn0wr>r^$Hn!U zEKDLo76q#hpa>`zUBL%;d%e&yhRDw^{x%kcD+H4w(+zECn^w{+9c&df!_G+W1ZI^0XiJfTK)R zfTT>V&^P+Q@ItotIAnX(uUs}0XFatM+AGF{oPm8iS3!9PAqHDimUwSIaf?1hcxQua zgtSQ+11lQLadEqtX+-u>0Tt~#`)1!*Zqicy^}}=L*VYykq<3)@u=Wyahj^)G!H4;> zKkN&&biuPNZCZDJc*E6MrmED}^9F+cn$89ibdOd(pScM5i@1kCN|ondEcqca@ncsE z@WZD;4%hwoM$JDycKJS5wRdye7xK>4|Ko#Cg8~qL)h9w%FHWa_jo>>t>(w0hM*Vfi zSH<1rxY$d7)lBHYmPN~kP+S-YlZq6&Sv9|YX_nvlsgv0A>S3~-%f~lQfajQFvwP^{ zg-|EpG3GkuFfUGdh+X@PS~0(Xv|rdvyOhO_*YdA3g54m{NT66Vc8 z4^LZN1cttzFGw6ob_FXdn8{gcx_0gpB}2AD4X5=4vq(iX!AbSk;M^1-XdKoPDLgN@v|z{#EU%-9I* zBxE(pkM6(S5e(r3`8de_v>mj#K@|e;;3+}uK{dt8?g>IJbK_MTA!U5cEFsRQ<3^Fn z`NXKXz2ym^dcndoO*H%LZ;@II!Vz|>E$_HHd3I%f&hckq%PEasZs%QXw|GWfO}28Q zmjbZGDIQ(*ey*P=VE#T7vUDVDGOnvx{YwI`?TX#~)yp!? zaoyU$OaO87h;vZb!wq@I%bsVr<`x_kV97e<-UsIbyajXZ%VIPx9%1LQl+Z+_m#z4= ztHh!Ht`~aX(_3+zPitpws*A_#k_eY#yhxC+m(5*IgqruN&bph+6ja?iEyLBlNMCxZ zOqxp?`aZPg0@r-@SWwT|Wjy|+vrLo4k2-0R0o1^ zh%M^G@^`ny0dwZmRn6TrJ)XHWCq00p-RnS*ikXNy~+4B_u6BM;R>c@Y0fQQ8qQz9`G^ScE?&!iDnEDE48u3sPjh!I$5o!6 z;;;g1SX&mQnwz`|YWya{xHvapgH{gPAT^^Yg%F~-IagdDh?mqF?Ge<5SdQ`?{BpdR zv|RUNQM}}?hbJUltR(w{GF5e~9`)U~%158$D&cQBmC>y0-5G9`{SHC|c;UVV%WL^O zc2<&xmXBn7tqUC19MnsRCS3_MNf&M}Eld*&$aS7G~cwor3!Lt(P>a`78s zdeV?_(_)>rcS`A0F7x!;wZy2nGR*;*D;qze+-|2FS6d$w-c3rE7D)AxxkPqpeOTpi z6Xhne(&z1s>YRDDyLiHaZgU}bItR)k_r3g5prY<=UtGBXJFDXUrL|!ZXCHHFzT3O4 z4DR0nZIDc zbeSECp1+K5jz-yfAGBGQ0iyn0D%?KUw<&Lp`3v`^CZ7EKs>UQgdU?-cLAHaz>8B!B z>J;viNO(E)&V$9!&PvSy)iqaGa~CRW^8>_+sVlvRUs3K0Me3K?_gxCa2%%b^vWwsw z()wiJD^aa@Y;C>wjgN!GUVZ|uJ?$!czj*DtS@Il zNsgX~&m3XT2LJHT_-K@l%!@o#kp56d&XAeWlB=TYo5i%H-oZXJcu>ByQ{)ps;SFv% z6^rVpYG_^#sKR332P~_N(1zOWv2jS_k?iL5RbR1u(JSk{7Ks%32b5OpE!%SYRlZxKhc6Rc6j^SMHnZh{KbP;9X>vD>%jWNe=|hf(5(KY9fpW54;Uu%Al|MC=iFZU_OH$P!GQCx5Hi z!d@SLLG%4AK0@ZljSoug3)WClK>l1%@Uiks(I)7@!RPkADO@IMc25&Y@knyX#rVoY zgQqvVBe{p`?%j~_#h@{z=HBkz@5(lr8zkJa5sSNiNQ(enA+psdemK~odYQI4{+h)W zAdHJP-9UM*)EiL$ZijG*x@m@I^+UEqzxrxSF3+R2RnEWls^1sWlc%-|v zoBd(|{mz>plJ^vtJ(YT)UNxo=irzx^ibDY)l5eGNMti_jad+4+DpF525(TZ`n1#`X z_d&;pu-b2?{0Bni6Ulg5rUhg*LDqD8dFW*biS#aH+Hgr6a{R1!6yWSZ9fzPQ>D4E# zeYD5XI?O@Nk;c1(*xS%upYoPLW)-wbS6}}s7qbBc2!4N>^0&}+2j;KuTNO8t{o;}D zdqkNvpkz{6jM`jElJuF0mg;cS+A9LCIOJixL7W2bL9X?bUnRBioU_0#7V`BC8)&;g z2k{$e=|NYX1p)A>^!E@e?_xDy!E;dy+-fT75H(dm0}fD-W+P^5V%0L|sg4nj)}wL7 z?03KRcc2{|r9ix-l(^}}5|H)0VJD&P)ngy7vD5tvfG3d~r{TG{xeNP4kee>mcQ4Gc z-n0*DUbZOI<0l<#_tE6Xzk*eG_uzX7*2n{wUcn=TI*oKNMgc7gSHKvUkqRq(zV@|3 zzO^G+WS10Y>B7y_xHelBfJMT!@)&lq2vZ2f3o5V@x0lF-TSf5*_LJO?5kI-aeCn*_ z1rWg$K$nj$w;t?iZm&uxtkuX#!E7uFM3KXjKwPy+%Q~!9CG~{xKyp~=oD=nl=L5EM zig%tYNSsrs*`7-J(%mSJ&e`jis&Bo$toVM3<0b-GsgQdzc@Fi z<2gF2uilfbXL(&3Eui^r@BWk?V|3!eiS)R&gSj|bhsjJeK?4o zpPPJ3!MlC?IwYRzC9J1bX~!m1bYv)YsMBE`2Bem+$)PTBt9NU08h(>McOW$)Owt<_ zz&>CV0R-ye^%E^GBrXh! zsI$FpuWxlPxj~@E3@G{eU|xdamLN5Qb!=kgT+Br}to?ofg=nGsFlGnQwAHm*!b<$%_RdCHQREOv6P)YeKX>*j89nFE1 zJe#BU!$xEDir6hrs6k=eRrZDyDF5vrAMNqN&BF85aXnH;;K{TzMb&!x2Xgb*3fQ*i zH7??O&;2mmN_1D%1tb6Xvw873oI)ap5UJTm>OpW%*qLz5D$~NoOCof>P^De0)4Il? z)tbrynx6oD!4sBp+G?x&3DPW!q|vvKfbZUt`pKz~R$}hmx^JMA92AsfOAV z%JJl_+|72>?+pc)X{?!&a3DSk%eUhC9;5~C=~0PTti+boiaK(w!_9Nq?adBSUuLcj z^?Pb&V|k3r;W+Iv8u)-x^m z?-IQ&M9e-94ScTFC}ulsbH&vncGg@duD%K-X|GgWDuNtNcJ^%3d|KW>i}lSS&`4vV z!D2WzF6Uq_qPoDiTHs%lBQJK+$Ht1rT700RpRES3w$5}Z>_gyqQHDv#BL+xcX)H?! zYzJt@AHb#6aYn}I!Z!&=hHpQ-ZwW|tSTY5jeIpvT=m#eQe3>q|mr1nT+>NZa1O0yR zg5@HhiJuC+%w?eq#cg1P{+XU^@f`WO@Swh3E6MB7GD`uGr4ZCH~CqF*s?O?53i4$fu^4jyi zyFzMO$G;vTE-gxvQZK-jiT*w2sZfzJ!M^?(%v{|2GcfQN;%Zk{S zwE1Si-4dDeKnLwoPaI8CkI}pBR`<&AmWW-fUCtwebSaki>;v2yy{3sQY6q%hW%t<$N7Z3J>XtFL`wbWEF@Y(b3(V z%N;24wL1{~EDg6#y)0y@#r^;`ZmvAM6Knhmv2t71X&00M-T2!4%2{eZWg1Tjgs8;E zqL8KQAZOb4sxc+e@|xIPVD%aS_&|fq4H{y$Zg*u3INut0cgOAvpyG0FyLB{?Rtug{ z+VONRaEPlmOSzWt^*uE4ovqooM6Amm&IPgWciaKe3+o6V>jH3{M#VI*6Z5>b zwRSh=UQ<6`#*6*Hx6DS+#^>V`ej^PC2BbJvoDB~eyrzSiE|{uIY zPp)WLS(qPv1Il}NHiBF@OlBe}3U%o85k&uT(4u!aWDL zP=viE(P~O+8YP}CM*;$v2V|-jEeoo+^PzNkZITo!?0l|E?z+<`mu)gSH+qiAmC5&s z;{=WCggl<}NFf_bK4k*hk;zyP8OgTvjg|&S@pR?IYr|)iKP+f$TgR4Oi}K7Bo0-t* zP#UElkhTm`qhWEsKn3`K;f$WrmEM?l1dy0=@%9|zZaMxLyZRLF+~f$_^iOq`!201115&74Tv8A2}={=Y`KNo$jq=bLHh{xSSr`Yt4V4`R6 z$sFiYn9+vxs{u)co;W;Flnb4H(mU1G__}e_@)&G<|N75&(_ZQLdbv!8bl%??G9R1E zjue52*>o9GJgaKv;HuQ|u7%q%hFzHs#X4v%{SFS1WqgkGJ!F-;w{?XK+s zGXu3n9oeefMXS`iIQ!RI1s!HrCT{ZKo2^Owm{wXJywoYett9l?iL54yp??9)etP7s z9-1xmSL2WuFTlq{#w zneHG#+?Q<*wX5`5y?Tz%3ynT)W$j+1w>ezb@G;5b;mOba;VmEH&&@49X}K~uxS$~| z!fLQ#hV|@_FD~;u@%49Ad%ACX*<5nY@PYCLc_3fFdh4_mInRrYciJhIz^JRiHn+*` z%C4xZQOGyDHlJsvG}{m|g(rB=Y@?dO16oSVC?yn12EEGC;0=x#8r~u>KXhiy?*n+v>NRL zddoHo_v#07XwRlCbatBuP=n?0 z2J!5vK{qahWI?i(c2cVYq}!irQyd-eb#$M{kO$gQb4p4g&Ik6=^gh+2EZRVh`R(Gk zL3(f8e++`b>X$B`fG(!ETI{_W-cliqKKId7f$`ABk1>~jfa;*F|eDJEc zSdNR%kg+#~PBS3Sk^I4bXX*t1a?IgTTsl@BE5s^FnqMO z0;d~pRX3H4eOp$&*6Z}gWh@XwP6XSRYwKTMx$wJqOZ-3 zetc+uO(@A_VtoGcLgu7}qF08S4!#UQMH=^F(N8Ey^U$ngL9k{391pSuDG4@nY1zkB z%$HMXJMDoCm&~rX1|JKAMU&|X1*uL4SrkkDkU8JQ8$!-??0^(3hcaMCk*B8q*gTLS zlJ)1?6h>Ej0KW~;z!y*hJ)#$e45LFB5I-{jdp5f)Me-1tpZ$oTJs@gRsC8vLBv}^B zm&3j{l&lIGvBh_fxjMBk>qX<%(@xg93gLF~<6#I23W;ze}#P*+d>*|v?t1ZdPPF%rXUf=&QM*Brcf3teTjTGVQ zFP@ZDV&h%QK1OxS5mqHF0_7b#V$-(x%p^v;yE^FfJq{v^w10vwA6d69wRpA9ouR0U zyKWPDi!PWGJ=Fb%!ViWBZ40mVD}rfqMbKTC}d|IkgyxREXX=8oCAl7^pVd+=z6;9hp4q9 zlsL&|VH^p1g<4Qq)6+tuOFvkaI3(+-E9{C9pc@vmgs8&ZKy@%sDXPDFEhq|FI0R_? zK#;2mJags@5ny_Vmz8(#tV!Aai4F*bv)gQU1ziFeSYM^n_rs~ph$574MQJ#UbAsX3Rl$P%M)+q9I;mX-O{3zz$<7pa%YOHdP%o};@!o&)m54mW?>~ik9B*(!B$)N&6wYrxwUfm$(^PX)mu zB2aJzmB$vl0AAj)3*xwu*pdTY(I^)&s5EP<`0Dz>0N#fPuXVm}R{A)vZokJ)mS9Tu znWlB?6JP=b07#hkvKmBz7A)1M_h~%I9cj#aK{PH?uDr(Z`SPy2yeTWyf^HICmM+#j zB?l@t@wL|_(%V6jcWTe83&L}I^;l2qZ55TRaGnRkNx3bz=L{(H>pYW^2ekscFAGZ~o(*pkm;f#s~bv z?aKXT&v@QS`(){=m|WISsj5CH*|)H_OMTwS(ziZP@-9m&w)8{a(yMo8*DWoqbs)wZ zZY_%y8Srhw4LoOgzA;`F=Ovurt8VteT02ueKt^3fO9b96ncw|MNkWR_4cV_Dt0j3mGUPs3NJlKfLyKgND-k7Yi3B+dGH zi$Y_LcuY_jh)gdFNRlef>Q>|>TBUB&a5P6~?Op{q4q|S;RdYd+=mS8zH|aD&%khpid%g;s3s47K_Ls76gJmvpA#57`3VVHe_4O9)y}$7tQ|F!X>aX`j23L}w z^-Qy^$eos+a?ok7PtJjzpvus0#nII5SQjO(_E}98AAH?G?Gj>Hlk>cN2eiKNcKe2W z4fR8gThlIp+fhk9tz#Y3x%f6W9ANhQkv|c+~#tvp*O-RDne9d z=@FECm0s(EHYu};y%p<7XBy?PRbLP-+hS*&1nJKHeN&tQxfUmJ3r%y%P3$e--@HaZ z-)(!XBsU=zb@u#6<@_w*R^t%ND5CnJMplJfz1;#aAb z?Upyn-F5H8%%*S&`P3As`tZubY=Ux9zm?=!P`SL~_>{MMvQA}%r~Djy-;hChAN)eo=RceJcAxvc za+`3Wt2ax@HYLnki{sl4U^BgzM6+|wW)cqKzgCFeIq>#o^FZeAUcKFO!cJ*^d~D_t z!pVZH4{N!0X-=SK(Bk69HJ@7=I}_GFoaRz8o4BI;35OT%N!bN+5WYw-r_FfARXW${ zQm8}AiG7tXNo9``jH9RDP@fl;IQQG;yojaSj`pkMX2_hdNN@uxV1GIMa7<9Z$@>d% zp(j&f=L&C|FU{ZIqr&O(&NDo}-7YluBPb2$tKRy-^pLEYvCUcuVaelxFY%hb6=wp< zBPtgvOfNoxDvMkZ^H;)xGP>KoNpv*Bs{63Ms6PB5Az++XR(2 zvXm35p0?*6WaConz4G-DXHF06@|Kv$`Icfv8Liuzw$FWbn_KifXEx$<@TRxt`=1xy zij6Om=ENtc4PAd(XpFvQmWO9umQ>joZuJG2swQ>^o9%L(HrXxA1stntTJ7ffx}1D> zTu+!IF&bODz;HwO8PT^;Sy9;Iau?FdM$;4EEqThR6|K}c$71+FY^KnnASqB}9%sQJ zzkSV}IM*|FjnT}`&(z~wqRp=2BgGOgZjG&-8f6Sh8fH}#;5u}j)D`!+Y#L72W`+oM=t>P=qA!MRw zeVV)dK|oT1UYO!5y{x^wCj5IeF*$sunF7ER!zI%*{t!Lg(T;+LXK&wKF!ylbbdAttB=W)ab;!fT zj#l2KoZIsAH25w>=G(uYMve0wr~9i#xxmsBlyE#6f~soTwaY+xp@v7cC`QWhSqJ1g}|Y_EUEqT%j-|S*ncNq*bR9l z_Gm=q>4W}O9`X&|rEb$#fUye=_wp-BWoKqa_eozB5K=9B)KuzLq*Rrp-FJFJ^`_43 zb9_GSpWK%__71v4lOAy%GJUx^;>k(jtdHlfta!B5wz}!5P;2a`f*UV`wO^>YMBl&8 z+qb0bougTj8n<;>hVjCAQ9lHR#T*wsp?6Zw3PQceDeD&h7@AO0(3|wZ+gjRQl>R;X zp}v+mlI1)g!6I}&dF_Zmbvcv)%JVXf`QzI!mjEx={oz4VME^;@?LXASsxx2Nm^2+C zVZb0ZPLbV%F5#L!-u$3A$l|Jvlg(n;lr#`Ld`UIEdhe@u^2hD(GY+2Smr6)ED338< zUA1*9$Hk`acPmeYI@H5I z>^0+kG*{w7>0aqg$ir2!*m&8h^t^TRFOVWCG26rJ_M*roGV)3WmdL%hrZbUM`8A8V zA)vEkweX{qmC=u6PDRQ&uNH2>n-|~NbQh^x_PL|Qa419h*6N}Vk6Ag<=d3Obg@>eD z-^sf_Wp&DS-Q{B3J(oYLug}8j+h{~$mhTAMQ6qCth;+}7&AQ>FQL&5n(AfYv+#17O zvf5T_f}=N8>fdx@Ma_%iO@bWQ(S9#17|gt9>8MUS^lk5i-E}S>R1| zqWU$RI#H7^rqgnk=*N>DZ@;o$b6@j$DQ1l|e(9?tBSFzixQ|&0-u_a&MWI`X!DrQH z(oQAK#ZIa14+7<@69~wqwTgG#OnSRpV|L1gg37oPWnDg9JH@}Q+BB`YHD>F^>xEgZ zC!HV0l03alB44+-oIe*M82RG*4)-gGZKrtO9e=(wQ>OOrmHeHxo-v}_CWMVm@4?s! zp67^5;03SO>~A{5;q@Ol7{m;yorzpzesZ?EEmug=E# zW?Bbt$Gik11=a5z=99gA;k1AWOZVa35Vr)PVW>DY<8~(BEvLHl8m>38H=nJ`eDy3g z$i1{L1`O*62g5tIOkGpQ{Py6$;XvnT_L9Nw+BEG1SaD;fld%@jcd_)SUytvE{)$Y21QW5?&dMjR|)jO{31{_(N zNTPLy0+gQ5`aF;K#oz}JLG1^D^3*}5!9A4n0sm$|*6arn(euX(hGHX>@Rhce!9hW? zyHCB|_ZHOm>tT8t_#?l7Lc@XsT!Xd5laichFEEZrD?-im$Z?qt(saG`FP}$%G9yb+ z>DsVI4TQvxj#Yfic;Hu-U$H$fWsBK^`ZzVOg-0(~e`SBIc+va9Wv^M9AZ}{F<^&Lv zcH!_!%@7 zgtI3p?0&GFeGl8WJvxi$UNDN}+un}UNUFPF4b=ZAG#K*DJ?9r{*B$S43zi`F#!AL4 z1!dGPK9SDPSMHp1q2T&J$$6J`4YT+%YpyF_FFdj;JmkWzZ{6JAh~|oZRnqn=l$W;i z>hT}kb!eXCK4NO+gH!DN#@sbwt}WNcR7+8UT-btzHMp;;r->QYw7h0CejIWbQ^e7Zgp zl#gB2jCir>td{EYh1Q^`r@N;Lm2rk>c6L{$Ov+G^Mb>P+rmU|Yud3v$mNYZn!QMQl zDDnpF-f_C|b`#JZ-=y1e7==_%8;v6!kvpE0G=20FDl7c>$T`?Gdi&lKI&eu)jVvXskXvY+F6&wE#VO^GE?dr15#*wXbErAh%g2=5j!idwCRoi{ z&F2(ohZOL7>$l^`r+lAzLgYsVPIISia0MNP#* zH_`5Qe9UiMcx2#$jUSlOxMqPx(v~x^)7MHbb6a$mXY+Z8bUnr1-I*^O#FLX1c+J)v zs+fm{IbAGGjjl}^IB>H%db!8yz~c_zE`|?Yk~BFH47kive9Ur>ImyuS! z_CospC2Z)iovLN5(M$AB6LO6gs&rY{`ncIEKRjAxB_`O+QS~t8<$|P_Jmca+8>LH ziO6+NKX*!{b^ne%9gz`=$wP(0J7vn{P~W1=l6MG;RgpVgWe2=kZarUrG|g!%Z(X9O zs8PcCr#m^Smm0>-7fLdJtv)T}8S~p2i$m~Bl3iJ!)ymCBwAPn=)DqENe&)6H&NRc- z585ptD!DS=w(acah5+t@cyy;PP5%p`E^!yDl=De zmd^lls!g7f;jJ>4B-{aSI2T}oe;kp^lLzAb+QgnGc7d%NF-tAo@-(u91s)ljg_#`? zpJs`ivG!i&y3F?l0xnh?HfcpI4y{2T(?B(X;^kx?Vbg26tp_bKK^D19bfdz4&4zZz zjAK=SmX(N{qWr@tUE-hBAGlOhIhM$jx1WiXB-@~}h~1aGgH$VOJ}P>d)e2V!Ii*LP zN~$zha$B}u?iPAR=@U63`4(=@jV*G!xmE5cZE|}0b!b`Emz=}1qjPNso94L~sdKLu z=fSwEJqfytdi9NMcQ@O$nb!(ph|@G2S$vH%VltAwM2!fWd}U7-Q>x8>7u~>kHJUwN%DO6}3y<9b$Ey7v1)97vE_s+&#@p8cxCKIXax;MIc4; zO|Y%nvS-zb11To_?P~(copJX%@0i}iM}9`V{2o#E=`5_i8nG{pASs-=so$|o<&M*Z zq(mp7!&+C^<^8t152Ug;#z?Znw;w?@=0%2VBv#aO>@auix~r!rQsA@qA!kf24`g5m zZ{0LaHt;%Y`0c11j(-hSE2331=IxpemgskjW%LuQ0+J_8I8btCVk=w!v8Lxar%6nP=chf=sfl@R25(5yT|RZExSXCP+&v|FBeRg8 zE|&Gy7ygwEVjwH>!b5LQ>BTkA462@cwO{L)rr^D?h8Jr+8Vy{fvRMsgIOF~w9?-6$if8!g5f+#^%;m2Q4tV4?f{*SD) zj*Du0puHjz(xL(~w17zW&?O*Uigbt!Eg(5a3J8dFcZ*6(Nw;(jC?(w`-SzhI-ut`v zz4!U};lm${bIzGFXYalCTHmEmR_Arz?)4#*+85t*bEzrsPTbmZIWny1r7!%{p3*#l zb-^bvq1jsJRGlEtMZqB3<{j$>SP-Y6$44BQ5vNj-3C~t>72$#fVUpQRl0L~)g977U z-QVH{j!;V;7zAevEp`5I7#X79-R_&7sPOczUKpE256iaomU9(}DrRiVoa^g`U9+{< ze0lz2yB%~sceO_S=t9lQd4A08C>Z%FSx3p1^H359F=(78EJ3Oa@pJrpAub}*&BF_=MXrP2j7OS_+T^rSIom%UuPZn( zK>gmuLwMF{tZSAjP<|tATAJP5teg(rTD%;jx==em-P2GJxl1MNYPW60AEucD-)AmI z&PB-c1)4BKT_zV{ASO6=M$_3%CjxnfH0c&qbs)31it4srLU|iC&J7mnH2%`nJc_Fs zOfjtenlaHhGlx^Bx$xS~6yb?qxj_4l9Pb_f1?Cn#Nii;Phn3PW{R$Xys*57&ZcW2k z&Ca~W%8M}Y-0Gj$%h8J_NLq=)tOja%vWepWJudlz#J6dO(V_>VG_1QoBA7fR4~m%+ z3FV5A)w$P)d04!@vr?v^vvlWU%*^$uzLk~1ET7LCJcY3yf{!;iBHud%v05*U%{(Tc zZ!qo%N{4}{sch;y8TqW2Iz%4V5qE~tidRKaTdS^(%azA^#QuL%jVFU(Q!NPbh-oU+YqTdb^ z?#{RswpFYz={o@N4QHfu{qEQ)uf}hkqI+peYTb2yNqnZtLnGB&rV2wyk=;3UkxdtV zA21g%l!bw-QmIrn?kC&6xP`<@<6G|D{`R+PaD0xOg$+%Os4>Rr+N4`%|_QVuC(6H=MVXJF~k*U~$Gc zQ4Pm&fR|h(=Qr|4X-*%Qi6K7)Tvs6Yv?p@(OM^2>=i?V+NvVvcr#w0gx9|0ZW8SA^ z`*n{%*fjD$aXXm3o>X=xNq}4H^R6CFuet1)@VU-WMM4F6AB{5Yh!UUv;Cz{lol->K z1lgH%&Um>2t7tD~tn?Or_Pm?T%T8w49vG;*6T-u?kFe}mdGqvNvvOc{IQjSn+WbyY z&G0f-(5l`K77g6?I?eTZB%G91f&AT_?eZBh9cM7OtU6`uxtFwK<@XDiEEQ^Yh4(6Y z%VNw7jW=o1^(2kx@%zK3-WfM@GG7~|?P(;Qx@EldIj}e}V7c?PsnNCkz!Vv$uP6ML z>`Gxa4OjLA+{|?(o6J;pq=TKrqm2*CN4hS~wi?8WNLlgnI++$2dOzGP#e&Nq=}iQ% zOC5!=KJF;`qlJ}OxE7qfqSA!~s?jXPXguRIj;?^>FgD4mCuvKaLdJzsI@W~!u_h>* zVE_i8PEC*vB_eR3XhzlQjU0?-O2I3>V7sl*DY9y?btzsD9tP3%lNh+tD33&8)K~}6 zsf22HY#6bJ$hNncg}4uoB!p8r8_A^(C-IEAihZxoooxaSe#%I>q3&j*w_@Qx)Crd7 z6n9aGv1Ea5n1#{k`2;R&fagj*X$&l>KB*CXs?}t z8-0^p&t=T2PDgl=hIO%}Vp&P+&_L4tk#M@h1_l3OE@gCpduc`IjT*nGz5}448E3c8 zeoV1vS!KB{CYwyvXJKG*o;d5KJb&RH#fMkqG~L~Jpk$EE$X-Ye7H0M$%|yEgTyOMp ziu3W2*+@6xiiqKRCw7W($qAYQ!}aJSlQ5|`D~hD(y2zK^gMkI|Cm>g>qvVZ!vlPWb z#BA^SjLxPd^~&pN>q>+TuV~*gYW?0M>ZiFwnaH@+pyNv9yNV>nvi@5YiTB$s{J0i4 zt$65`eLYC}0|ec)oN>rWc@w?(bBj8eHXNmUMLbiOA>wpoGzGbLEYaW_Bk zRcg$?wCb`hMu~1W-thG(`E;nSa*dJ0>Cvy%Cpe*fF7-a#|jsBUW{Wj6V*PHua@sGS> z+hT==gsDjis2ZBI`a+wfLDp#Co|dPQ_9~{9M4Q9CB03@lA|GYK6{g(c1aEikTN-V> zWx9E+yX+%GTzTJH%nSI)2m3!BSU7*&EwwMFF?`uQ95dE0=TE=Ob~r#6Q|3aP`bk+0ET} z*Lz$I=PQo!{Pi)`at>?m$(-I?*__dCj&ZY93Ekuru$c@NJAn(5(CQH^BIN-2-tKnHCWU)?we%I%no>)7*FEjAV#&!^5(6*n~sr+#>&< zWBgl?JwvxFysk_sX0OIdBUakl&l&<2kB}g9+#j}>!<-ovr)*pYIrMB(*kk@UHU4)z zQ1rmDp35{vvJ`dSr1a3H$@pjec~5kl_7>NS+p06Cm6&0Ce7Tq*_oBtmH@M#nFqC@6 zy;6;=e_p!xM&|-0*XiB$kveG4j~^@A>DGyxddW@_fdm9+uL@sA?#02|5ibPd+wO*mglRtX*n~?j1Tosh5TFh z?yAk%Z$p|4zQu4jMG%-8|F6(+VJf%W=`wLBs6_t5VPlx3j;<|NYj`=7{Po$hL<=!iIak&w_-<*&Qy ze?JHK(0GOXA-x&Woe^0LFCUZIV;Metk@WKgfE;k@-`89h<=e9!vCJj%So7g|k)=K^ z?^Nq{U^&CxqFecj)#~kZREE2>?A-3CnI1g<+0! z5F1>!_?tl5hA#^yy$8y`%7ttlJ(TjrG4DWjnsRlx00k5Z!?CAw{o54jeAiKrcfi9kiQTA=RD(my%@TEhi$TrYvH~YV-IApV@tIX(pyP2@3P7lO=E8 zyDPKHZ#xBpTqk0tx;&HVYlAxm-|RB-ef5L70oJA&z;Woz1XW=>ZuR%d0ocuMd!|WT z){sf8tvt+oT+Jh&+yXOzfC?W3^#g56h=eRv?)K^9WM0m(U(%j0*)c=ti-dQ1K={*!hmY52&k z5#kYsSzwG}gx?bMGbTCXH)Py?R0qQ5wT034ASE&jmO-;6?UcdY#XnN1M@4609*fL| z*id4{@alBr&3AzX9d?(rcd3Rhh#bC|5tw}$d7hP(KNOiTo{Yvv|i$II$ zTm01?7CUxH)G-8a7-y*d!(JiuSt9z>&2$c+5-lK0C=0{o4yKUM$p?UocR31i??9Nu zA3zUwaQ2}ZN5K_WM6OC2K8uiX!n*C%p)KZGV<26% zqq`&5sCXJaR?P=4Xtkp!{%< z%v$oXxI;NQc|SIOB%Haw@mNT{pLOICd;w)Czn;5-U}}ldo1{z%)zvbkIuI7|p`Yz} z5=O@TZsp<1z@<5VSug4FBGow2>}Xa&WGqLfg%@S}L8#P{SZ((WAa7c=0OH4-I{sRt z)WcOvqS)pPmCNW9L4XO_%_@koQdx<*M?RVe2qBGR3kL1Gn*cw+QwwA^p9()!gL1}C zlcjzQ=ZoxF4$uI8;OEdGlA+hoTCPx&X>-imZj?%VF&O4~$9mqNC;G z^ai$V?7*0DcM9p@YApmsiBo=k-oxGRS2k}H9f@f-N4VyVeYOE&E|I zQ+n!+4~DvS%>Q~Vk|yB5APnp+B`;t@p{`o<)n;jf?l7TH3ryjela~1QwpPQ-POBtC znUFHp$}s)${7TlfP>o-s<=$l!j*p`DF$KPb82!1rOS-kEKb_kJ&C5H5JtuiGI3nKF)kb^+=;nf3w)HN z^7=TJ8`fDF&fI|gY`j(MnSVe@+s=c~T4j(* zLM`8pd%v9a?nKlkj<1K)<^zcDl=XvsoPL>PeH6qu5|j`}9+LY&(h}jf+4<-}HBOTi zf=FqUCaP)n0T>iXwO^*;zwZl5m(% z6KoXLk0F_GyKoj5Taq!3hDEto5jmo(&}YrPRIb@Lam^zU@O#e66y_d{WnCE`l2eSQ zCA6{czAmE9CyU(N+qIs14ARpnNVPxVCE#lF7T3-#zMkZxCPuaSvJ;2E7H%Cfx?eWx z34kYP3d5wc*;1LM&Dt-F~9j@^;6|%ox&Sk zNj6D?GjU$EHZi50>S`Df-??}>m7}neD>Sg^ zGhwFws4Zi?xkZ3NjG)`Eq-^PUXMSUfVf5u;K)~VzEi-0xh`-_36X`Nw&7~iCSvpRn z{1Z}KJm>j6>FSTZb8-{G0~Vwg%{7Ftq27Hv>`Zg^){t`-=&Vp0X<@VJj{9O9$EQGQ zzmg*6CCbKa`ZK)x_Pd#HUk{El<9{sFJ!pP^3mHy=jO2I9Wcl+w+`HCQL6&(qjQjqF z&H2A_8bO~?MTO|MM)?G=0gK4WqkKc2&gyUxm9BU7j%_4=SuSZd{tSKfSJT2&lRbCq zneeH?MobV5;8< zU=|ctlEv@%5u#l7cAJ(+3Lr-*@85qkub#0<cuTF)8-FUS*I< z)`QyNYx5ZInG49!()o?AtJ#3!wDDd~U7yZ>eI-LRgB)Nm_jSh}>zT`EcK)V9C|i@+ zU?N_jei<|Oi4i}q(xIL@$s>$1AfiGpHO86=1j3;p!=Gula6Fe}KOZ}D^WNNQpw{ci zxR2&qKlxIKx_hwN-z`gsTEN|e_1qZWdg{nD2gwo$VX^OpJ9YGle_ymVrJ!Q7fb-;QzPftrk}%QL_=uN32hGfi879@_^w<<8kcl zK5G2ShBKEdHVz@pnw(4dCU2arwbN@)utI)>1z{&E=5w5-vb8M0Q$hk7v@NJ(9C7Qz zLxaL*XJ;GJng6pcc=P|Q3x+4>nM$>pLYrs^ipmbYsuJvjl0g;Oy33;<1F9h zbpE?g=DiK3nJp?kxO2FtDj*@i&2U*uYKZe&`tv)Vu&R^%O6|_ErX9JV9Zqh~?j$k| zs%vud>tkk}l??>_yU$|v%)(CKG^VpwzoMHO^!mH5_3x#)OkuN_nr8YsEY7aX5Psak zcmwMrn;mUov%scHJr@qWPBk@gRJ1;?SEygZcii8khB+n0pwBu-)k5dhrA%QdH|;#h z)~%{+9G60P_dnRCQ~yS)s~xInl~a|Iy1PW8$zia(!R2C?`tVZvY9|w{ zjJxo(!rNQ%e>txOqDG>bBgT`90kM-PF*196ubp5+zlMv6hF%3OLgStXyJxjeV@<>0 z5+Uvn35BripKVS5qXlp~p2sdXoOd_)VG}d7j#ch6c54ZCSyL#8+kbze@%Z5u6#tGp z=gJE-N%-g>TbQgA`+n~Ht7Ek7^=w0;@5q*n){+(m-Ow@iM}KBRYDvBy8FTFh`o2LJ z6IHS6Ie$f~J_U>a6j%^x7Q5OLE9%y4pl_CIu}8?|Hu#P_p|Jl71&p@I8+OR;onuX= zR$Bxfuv^ckmn27x$-#to`*peAzj_2r^_-zBx+EK49i!-z!OgeDa$5%G)}ws8J)g#j z9@p48inX-MI^jqDL5k!qHT&)Z+uaP7(WpC+m`cj{H}e!=tDZqDPhRw20t+dUQ@qwn zY;|Ta?B}~p35cG1Umr&=rh<@)3wo2She5r&03qd#SC_LCVpAt{q1qKm5;W^8M6q|1 z*}?p5%6DPCsYm<;K@B{?&)8R6&C?|sjuHbi`lgh}2>ufReCtH*nOw8@%?J9dk_HQM zQwvhsmU3b%)%uHfUejV;_=v8#cwGF~_H9%}gZJC9iN7h#UD=UrjK3B0YdQfUO8)EjhT`|#*d zMwke?h@Zy>4OkDRE8K7HTn7nUBj^V5*>WR=KPJ9A_{t3M{)dCRo|HrbbqXb0MJnU|e1{ZfiL;W`_yg~{zM+&K;KiruA zo9Q+Q0T*FA0Gg7{eR!-AEw)dczSM1bKdi!cOcAH3{0)z zzg>1)dDQVeZA}3MWEPYa)EC@}nbSi84f483b~43C?}XcFE!_Wr;JW9L8GwWM*yLKa zmA`X*bS1Nw6T++Gi89F@{QB_1hLO-JNS7#7A~z1a5F;G6->{xeDw?a(QtXeknf*E_~cbr zbtPsxBIpV@n3HG;)d6qX{sTEb+kooNBE#v@gT@RYuS<7`l&0h~li@H@s6Pv;K!R4+ z%BAWdYAF=Y1f=)r>IeX|1>RNZ2}I?x zgnMeZi%x18L|3&mh$M9eypnGzz+w99qjRx@eu)(#<7r=%J)hkwDrdHZKnxcEH%PU= za085rc-UM~kVZ<&D;i8`lc+AU@6*zyJCQrr5EBQP923&iw5D zgLj2E?T8cmLJbRrRK1$$mi(6iyU6=6eeZ^)t!g;@dLd3J zig#t?w!I(S2Ay7wg|IQOPtA3d_Z`S;(a#FDVQj`7T06fnlm>*5-E^s%W`;uxb``OU z{ZGOg9*zUj4~w)r!CaVsRvU0PA8+v6e-D%*@Br~eFp(C)&>(E?2tK~p%ub=z{ za^WsD#m++rH%{_>NbDMd2F7h~Qo3808TdW!5XyEuU34*$5_l>V<2h(JbQ5zOAmcA! zw`=tQLvmX+WM6zY>Ci7S3ycpiGBx0Ce02-}HoiiM$U{IJME`QfsW*|==dkIZ&6jk9 z0;EzYY`o!)zi>B0oLzvtw><&I(%B&uv5*nU>N0W+_F^AVf>)zC7u1jh$=Ym$%Wb(J zQ8Nzmov_w)yruHz%_S;hr2E^BQy2mWZPJ6saTWa{MqnGIBt(^9t*7OIvwDU;$U|Zp zuML0ZjIUN_UklK8wJ(~bl%Na~JvDco58N_!oS|c!ZH(IV!!fHN+2x8lSXXI%L^sx(vL&zMutbJ(XNZ4^PB|D2>c7=dS z6qdEZv+{VZsaGtUX0vzl+rsUn(WQ)IF#gctqktt^wezmvJ=ztH(OtqP0S6(r?!GOJ zHy94>hF6AP7~y%Xl-X%bVklczEktu~J}Gr`9A?R-sg0!E=>X?^g93gQc}c$w#fiHH zMd$i@#q?Y}H>ZR@Z2AVUCNqYT*&kV@&dWtHNK+izM+5dy&#UuoV(vb@%ChUglHjWP zLH_1dI3t1ArzlM1SCxrR!v=$U^gpsquC{Kb?{Se3dLc0~Q_dnkY4f=gL~|&>*}{ z1zEF@iWX+=RzAo=1mSP@>3mXO-$GJzmqw_$2?muB?-4)FZ8B$~i$mOtt33WhEtpNi zdM3;QNoX72F|}cwrRs@br|Qv+5D&vo^6YbmV+i&pG z{vy#*w)ks`i<|n>vj6O>+ZGe<(pRp)v+%Kk5h_boSpkpV(!Zim^?Z4Ge2ITrHGDkj z2Q-vvQYgE{Tm$F*wp9c7T0J#aj0UB(#=nAa@G&KY8+7WUr$9s<#S^9;k|30+hP*8A zmM=1hCE}Fn+3O=X1YZaq>}N!Caq5f(PSRR@COCMM$(%Ap-`H{T2X4gBiA%ZJM8#mi zu6M;IJj(e-Q^Dp!;(ZfYWlL;DySY1SMc3+2ltK3xb@Evk;4a>wFzi~1>`TvluKZ}y zsw-#5uAHASgBAULRqT_nfmjPOaK0>eO=GY(ecoK-4lf_ytIv;kb1Rg_RQzGsbde>i zLTdeVE_9+JV|J>Axok$X-mrYTosWP-ylbW6Ju%V%S+9=B+FuxxCzsc+xLAA)MhE zBUoO`6Vn_Yu^>?u89I0Bdrg^!cjw6R+i%ya_PAhFENS|-iDNJpK7+znbEz_V)V4%m znf~pcpYGTc#q4HmmOh9cli2^n?DX+BELXC|=ra?+d%vuxpFtJzQ&t0?87ysoVByKQ z=U4@;zt4%%ODbcGHO_tN+R$HQh@r4D@BZ2G%ky>7KKhfvhG%QOkH%QtRAy5pYCu5o zH(B6Bzzx9_H!V8d4ZF0rj0b+~M-BN(e{OvK6mQ)3;v|q&B%B;h<(}cdQ`!g~lP>zVfa+trcc^e9+W!vyn^y`i*}Avu)Upo zAO_^g@fLF(a&WyIEarHT%$9UA7tD@Ep^<7V=ry-GygS$Jzr*oCO3}ju$*Rmo(9s&B zkh^_J)9BRSQR7wXzaHvhY3JF)LfGfjcVJ*uP`b%sV^u!hHB>Zgu(#js-{k$~8i6k& zXK}U6sVhxMs^%MbBF{Gx*{?*`j0~_L;a=d8@9X9Lp6BzYx*Q&iHw~!rg{>MC+iKGB zuCsjbb-8+18$?OiT#H$G-|yVR(Pa<4Lc>$F-$VejWo^e8ah$2%Epii+%jwptM(0q^ zoE3GM8iJyeTpwmUzQ*o#qVRU@HWg`BDuLL!-9p@bb#f&ObAT*PS3{djuFp-D6yLRz zXY?uk9*e0Ys6n~mPE`jsGun$XGulycWxfkEp=GTlZ44H_FlMt)fQ^XQ>s|9uwbHIs zn%(|@?8^DCckAi0f_@kBlBZ?Dqm67|y{;}BWqE7!KT}XX6*wI0AI3kSZKWIaBVK$w z+AeAlXvPyCp)m)K1r*^zUBtanb)i0ykrFD05IZGmpcbwk1bJEpSVg(+7YEyI8vmme z%D*k((NAO?`DEA-&23Zknewo-UArba*!>}+dZG1#fY;@@8r61#6gz~V?^rb*KBri$84WBNO`Pj|n8TBHSVkHVcT}%1_v$ z+l`V&zr-lkcbb=o{2{g=oAi<|()5dGKHn|uAgr>`Yn!1z-0N?p>nWEFfmO+|T8A)z zonpR0?%c|QAUjSnN<-;;oXo7goaA){ju|9O-eGQhT=LB%b6O0K+w~sw`}|Z}Op>%! z+sFP#3rLT#$z;0O!zp=|o-$zYIui#IS~)N$KY3598h&l-`fdhE>7Yl5_UgBY`b;CD zHFXn#WnJ64XU8u0*1I0awQ_04b|y{MJL=i+T+h)bGAFu@;X{gRS;h{)WW^(ynTK^_ zJ`T6E@B2E=^+d9F>+kx}bMzeZsIB12X$N+9bE((|LdSO-Vp|}?J_+##srLpuB zwZqzPnZWy}tOiN~#aW@0s=Cs+daC1kxvW^n`t9h3*wdeR3ZhJm<2e&A8gvDaWaW2# zgwa;Lt(;LlWc;P58P)sk;zSC$9v?$|=%=0|f_nfbB;6KqU4K_;54b1MJ*c8zbaT#X z&+3xmqV3?=@`8{6}s{*pIH zsnNdt#qbus4tp3YvKM2G;b*shY)*WaE|ebSE*|099G_yQs{~EQ8WmxDWGqcp`|ibU zqQ>wT_nrs>gN*K2ljc(7HtPqV>r-zNvCciDaxRwDVHY|n5#9$289dwC9T`$?gknc* zz3P<-QagWW}*I8B7Q!!X1oH)$aGayHal~FK5qnxAppgiH#K`*64o z2Qklo_9-$!dl>)wm%fg*Z9t{)IDstN4sOwtI@(n($l9WT7y{W^z`YxxtCGbub%$vinRF#JCUuARQ7O&z`@x?kTKJoF7_13#3%ws*)KVw+DSUm4tl(3@ zG3vJvn#WU`LbFnonnwnVFZ*eyv5%*pS@%0f_Gnc0OC_g3XqTWz-c8RE)CAIo zvbMw1puPb~1LScyK6m^meF(UHAt_Aaho-wlu=vq!qgB6Y!ty$zueea++am&r_F_D7XNinA^AT3Y01uk|#C&xt@J;t6X6KBpVqs@kaWz-Op=ju%BlLcYlr zK%|loCHhmA8Fa1tPcrO}#F%Gz@#W5^hB`%Y(|h zhte*2K2Qkp0XrJQ`3}{UJydN2`LfQkGQar$EBS%aFu+}NRo78}Kz7%MjbVG)>vDM( zkm_f>&cm*Vpyo{lH!zXKjEzneMsjVxk>gZ_F4_P7{aYvK7%N`1Bnou!Uzu0!SI1Ni zEqDJ5>l=W92V9=r%h(rxR5Z;Ps;*=ZGj|18s8Th$_SOPW3-FQM%WCtr_tPI*-%Av2(iZ@73OH*m~HbR|xXLZsCd1F=xVN-GtRIh#WOR+{9p4|$b$uufHyA-nV+QJT)=`%+<^xVDp}Q1@}wpY z!el+>Uj8^Q06GTjK-a)MtvESo*m$S{<|vXf=f_+b3I0IRk~PN0#wXTT13HnT(Z}8% zw01uYkJvXrUCx%9$L=QHRgis@P{LjMEg1okq$mHl&MCEZB;^}elJ@y7JM#7s#9AK8Rl%G($_Z;`&@CM_eNdZd)W6438gUu&HGWdi zxz5(>Y{K|I5?-JJf8B3H&TCZr#}jpuQuQ%cfb5uL}Q(mGKJ~WZVJ1Clb z-AXp=@iM0EJ|YE{m16Zz(^r>AEg*k6XSRWDSc&Wb@b<~WQxodsa#D4BjR4e_~7$ACAnogM9sR~g_W ztaOwl?*n@#??K7_B(7^AXl6K^9QLm#!wm8ay$r375p@P$LVNL}t*gr|lZ4+@%c)S~ z?Drpn+vx@zZcw8Ypny{|q ze+OEf2(}zedwIP)v;ioASuo+DxS15{os*c~yZo+qd>t{VRfUWq%lc@ott=VP31k4C z)s9uIQhQib=>En$Tse^^X!3pYR>iZYs(Q_*?mR0`7}bn70J9y}NPPEBl~G|sCytEGEW zE$xFZ$QW5VlDKAGMp8CmSOiItU?yz~`!Kr)wJ-_0{D#$322Ff!_1nTomrVg~ue&L# zYe^oOkXxjqk?lgH$UmIM33?XRWG$5Ti{c2&ez-OKr;x5J{EvQ0-J3smhPT?Al*GCv z#S=`WOh)(q_ex2My@Owg_963_-1;*)6?@tN0(4S|tpK-A__V6g*Oc+NOc0^fu4ML+5Hild^JH;F3;E4< z5~;AKa+Kh-pOXyrEi^Lim5s6L^~x{)>2+2#)XW{{>{}+cttI;5dXJ;#pzGEFZ{B(S zZQ|II8@b?~C{@gV3q63qZW<(B$aJ>Q^8b1bM=4{}fd-K{jRJvW{6HdULB`vqi}4ql z3OYra%k*a_=ukf|s40Bl9VJT@z@fXO@W=yuRqVV4xH-H}E$?=zv*FqI-btp8)%!U_ zGU&oxBbTN)spnpS9}uP84oGpBMGh4ka0A?~k0-fjEO*6n{5mRraXr-nj`AkHau#d10vzsB!ZH*}t&3NOfyp((C&0OY9 zS^L6=+#c3BwJSBql;$(#Q*)SNmx>^asbW8FbiPh9RKp&lcIb&4-1N*I!G&%1Gd!oz z;&h{4C>q&MRH%>|J>(>k%xX##dSqCbXY}hA6K7h7-PntZbe3>OM2>09zC(1H zXQ=3p^)6h>P{!H)EckQWjyd-X6~TTggH*ugqO-^xh2K{!JuO(uK zIZc>qLBMnLJ5gV7R?!mDd+#M;P%T%Oqw8nfWikP3dy0lH5BtWnux_|4uYTK~dWKT0 z{b-FRIaQy(^7!SDi5)i)VBPxA)0UFtb?l=ZmTNM*<>rWziKTJ6_ zoT}8vI>=1HZDU(qK$1~h@6m#S_O~ixWx+~cQPUlA&-(#v3YNtxn4p?E^21kDi9HKo zMNu0ed{vcxsG-YX9oMCuiCy4&_{z>5)FpL@d8Njcz2Au4;0x`p!x)G!*AxhM1eXt0{p_W4$>8}Gq0;xW10qGHrE~tPtrNs;u+8m?xtH;BL&mfb_v+AB#mfSCt-9kB$k5r2 zlwX$au9^vb(Va(+|4apZa$q%h2k)L6U03lE6d z*w@g5_LP!O3g~2h_pl6CKcL%cwf_o=^;UbW_hZ=;><1Tem~YDijMth+W*eL=V~6Zh-b8T!}K!AYGghG_0eOWYZbaH%)F z&py$Fo2~+ry=Aq7o)ppemvJCcztmE1zL6Cyr0`2zn+sI2N&D}=Vy-b|x$6t<(fj zWbPe1AQXV(o)HHhFmM^(CrVA1o>S=t;TA;^n1}o^W<8cS@OsJ4^wq5MfzT+oRQvTy}0IxvfK879DI2LJ) zZY?|$`$u~Cv#vF#@d5Kj9%w7BUZb1K5m93wO$d;Lc@4Nr+Zhi;VQtg|3hXE0bPa7m zbkaL|aT1K7-9bWn?t0iY*7l9AIbHNtbV&%P*@wq3N~KDWFz!|#xiYK|22_cq6t_3p zT21YkpO00C!6qv4l>1(9qwJ%>{+|(JGNPvo)0h&uY0^-o&?M#Or1$@=P8o1Vi(*i^ z#p2t_)rSHQ)v=IfYiflofkw5wvhh&*gdRkeuAE(C;PNx}3U~rs7p?_cmgB?gqjRG) z_>8|&wN0K@8x=gXY#hgKh<_f+)E=FKvJ86d)N_W$d3dS>%mWi-&paNdzrh}U%Eg^0 zXV~@EhYWtUVa-re!0o6#(^`7wcGVFC!8vS2{x^8RrqMAs>teY~`*0MZ%>SGYHV9%( zH(|gVL7`opSd>CF-bJ9WxI9{=D&U`DQj`pa+Acz)1lfd#H;>S--&Ox>=0AZwLyDTF zWg*iC{iE(K6%nuJAA>zkwqlm@PbqGwJLMrJ9g6f$FP8@6`tK=)wdg#p9612TdrJ27 zg-pZiNBjND+SuhrpD&y+0M@srM6A8;6{Es#w4P5T4Lvg zJ3r2v@T?%=XVQL)B~St>P)a`4VyaaPJmh?Ah~5-Rd3ZFWRf3$^$;OxeP@Dm}jBC&k z-PJ2Rtb6-1CBc8+%=UOJ<{!1e z!h}SPTAn+_v4RK4v7JnjVS@o*FK7b0!B@pq>3}vrjI=TC9l}cSq;rtjWh`vBY6TRb{yGjwglq>4^ z&0beWUShG+^S>BMQ{2B{V4_-1krU69X&7_UjPs!D*M=RhZEtGvUObLi_3Gy$v_So*Un;?b$9MU%Ci{_^Q)TfWP+#T=jtvdm_851|7WV9{A zmq8uSe9f9rlo6ci>Uvh21yrsGIGCUQ9L4}1(DIyHv{lLery+n}P7}P>7|`^g_k5m4 z3F@mbqP*)x1>=|X%l{S-eWn-(l6V1;un{Q)^#+0#KBEcmgj5B258$_H0SMZbFVFHa zht;v6HCcIfRN=p;gUjUuq;-kH`n4%ZG>`c^uO_Q`2UP9gmW%!l>cdrZX>NO;%k{J` zl$SP5eYW=c#i*d=Jisb1H$AJg7?YEA+b}A!e8KdWBYpU>_nX25e~1YVtyAr{L(f<* zNbGsZ@+3|UMhwG{o&deeoBhSGJod8YQty3k_7q2e)Xvibi%85Hr3DCY4~*AUo@>mX z)p?^Jl_1eVx#F>rpZGM~pN`jZ9zd5JfCxu|Ho=FO7|h29Tkrrl#G!8H3A^*TT$Q5* z|IkutLdL`N55!MI_FDT(pvKNN`rMd>`iQIy&vg2KWF+BypnJ!oBV$c{Fggpf1->Ex zea=Z;;LXWsNCnyjR7R+@nhlyF26WNg`j{3lED=pTGJtczI`JQ)%G_5OnTqeB6yygz zETNIFElF2jWDjq0yahEUsBMU|2FmZA>fK80T?PZoPRFj=u1UoXSayfWjo1w@l1$MOQnbPU9!L=(_RraeESZnT^6cg0NnKZxY`p|8_1`vwHfelR4Du~2piDOa=x#W~W~-uENdwPH z!`onIl5qL0T0baPL>GPRjSpZGNwyi%w)K=8R&|DSP87w}8 z<@lNAG#AK0?M=$uIQuv6#7OXS2m6L>5HB^0gP3BdgaF2`Zz^Kv+bug&ff5SrF5*II{e-4plw3ThMNdEYd_d^=ZiFqB|eFbsugt8 zHfj^K7&K|zgB)cZj2;EcQWQP%2ihesZm!WaBk5DLnWlz}2*?8iVumO<4;S%G-PQ{# z(L5eXWSgiavbK+MGcU&d^nvg4)`)}(+8GS+Gq+_a+JYrdwLR{w@L9yzCnGfj!#C|Q`>v8C;S5EA?E1*e&BkAZ1zk9Mnw&OkTi9+o( z+KhF++0g{}fZLH+H9K@g&4si$j2LKr0?x92WFoO1swxd*++R9+Q_f}X*#6G0h7WIN z?bVaJY;ICJaO8^d(=5eU)_UTWYl~fB2N^m7#7_0hS1_!*RYFxPN z_DJBkwnNx2PB;7O3fqJu?2WLm7aSW`8Kpw_TzMB`cR*=VgYuMcgZQ~peEI1~zZWH@ zDN_qHIzECWlO;2pVq2q@jfYamHhzM?bJ0Berlgs!>iK`D`UXyiX}%C3qzXNfw; zFUN^x5Mr6cqfB=%RPs>Bj+)aw^)zluN}@%!bngcvNrDozG<8zVS}?%DW8?Mg5{K5b zlBpzaKUh!}UaOtoui7s$Gf^5%8U!?S<9nuls8b2V$gI2xU?5@- zUGkHP+>?v1iGV6mxJqS1%M`?R#OTH1#5h05wHHsehHlp)kHp$3wjbH35S^9h-^umB z^BVxkWhfWES;TJut&}PLj{1Dm0>zG0seYZ5nfbm;A>rZN&y(Q_4IpKleXCa*zc_f8 znugi-p>KR%lW~EVAMAAp89PBlcA$fc*2)>VRw-k zk08S5IQu$AnQVUe^7T{-y{TAx>cu@5u}_yHmAuH`xjiodzcgEZt*<{-mm9{K89QVn z$*DY7&*)a8oM6LRxIxy2W?jm~?3psyBziqxvEMF&<=pf z+(o60$?mX*W#2Zu5^PZfBzeIW2Ur(MbyR?{8AG4=C8lrfySv6!dxvb_6=)a|#H10A z+-Ba}lDxrtgD#y-;Jv9DW385L{DrrVee^Oy$arU0sHVjU6r`@`#!3poarzlNR3-7Q68j@{;$>}><5ZHpvE*cWO?KAsXI94LM9 zU(5DHv4bJi`sl||QF6+>_e$iGsgRzbaXnegK~BShF%9U6;qA|;Ofd-s6bt$Zc81zQ zv9g`LZRioHi$(pXnnjeLZVnak`fHtXde5df;BID8pW6Te`1vnzQx8zRk}Gm6JbBpQ zQJVZ@Tr8VM#!2C%pF432O!4L=6P14T-pnbY_b{?0`#k@pI>FC*V&?p(D2BR@rFz?* zgdBW>Rzl)~D*Wd1i&}2VcDgfSqF!SD8i&MqB?}Aep^7Sxujw&vGmC-z?U4luT!I;f zeEjP#=ufP|(9}=OW!cKJx1Fd0Np{4P_WSqI_CIj@?~6HDl1#1`5W^P^loEvS%*;?x zYz>gCC5Iar;s3CJHPvyK;tbD@(gN*H*FIatE6t2C9Md&ziuRCNS^s;~dAx69-1`L| z=3w+P-&%eK)e_VC1)}~!TbBleB*udg*p5r`)hVr4(ZL?<) z{xT~sct5PVuIOQ{2OA$A*Dy-0TO{~IVS_UdA9d!nG7!%O!4<^9JjKwZT1hZ*H?Nw4 zRm65+bM=*u;f04F2+oN%EOWo&+xni<1S&#)=EBY;jo{r7){yr4bff5OWTr7qtLCqJ zU!3XyKZb0J&)}{hC-2kIU#e6svvzRY4EOqGrHNe`&&mq-@)8i?D$HX`y3mB6KmrRk{2(+F%zPj76(wNAO&sOFr z#XVi@#X-Kb=d*SvCvsVx#%AZ#RpVs}SD;AE3mIs1ydos~8b0-W&p1y!gXKdzhZt<= z9v**{Qf|=@!f9+xBiTSN7W5J@5@ryf0oG$q2*rPCW4Ar^OCN|#8d}Z`mKiwwrf)3v z0+3tEdcsG*4e3FNhLR=aIYN9)VVRP_az8HuY~xJsU!&0p(t^CHzwg`Y1SW!+&R`p5 zmK_hb&cK%=eJ4Cd*SDN$%J)*)?*kA!WNf$Jv0RKLs+F?b=h5AYF|B|WL@04}V$WY* zoMG6<6ssMmf|j6gZsO1A8Kkbp9%seT@e6a&?xE4pf7|ll@gdw;zGFt0c=Ep0IzgK3 zvwCat{q_fKuiQ_+n>b%j8>(w>aS+M97IvL`ScvO`=ES?@cK5;J>&Mb&HA};1_?;?FK&AgL&6d+WP1BP&05kP@=(>rzez-U zi0NiYg|Yvp3}=>Kpseq#;30LuId(+O)9dW9N3JKwNx>zN^-QRn6rAA>~!O=bRr(nl~@jMn%Hq#&G!HM z&hpeCD>R65weOFV|GrJkuxt3Ez&nlpc%DzV`*r({RSa`aIZX{5Fg!${KD!`|so;Sw zhz}L2hNKk11B6Pgp7AlC+?Ig`nA82JvlJnYNXA}ICOBJK1eMe$dgI$~Dz@iA%SmR( z`u_*8tvoqH9>n3rc^)F&$xZ1y*D57-TL$fejA7`v<$zs-@WtqL!nl{LJnv9 zPC7^n;@jq>$3A|HJHW7YwPTXe@-QV+A!xoW{l&ZnNRQ;)Zedte9rT9*>M24)WR$3R zAzpIcIa@@Jt*9Sl+VSVc$SdXj^N;`Ir^Em98uS?|?J_{8ySz3wC1GIOk_i?_BbR2C z>;^*L9p-x;x=^J9Ma5_SQ!tNvjz#Cg(0%_*K?2wsg+^DLbe3@E2LUbat{;+m)0^`-_2G>9q?1cxBr&|2s(&} zkS9#&7)q^nrva3YrBhMDj9GS}49jx%=8=1-+&~HD|1W_cQZ5csxCt?Oxi;`R;#;+& zP#}-*&A0CXGevsu?Z^LM1{6FXw*Wb9eFhRJ{};p#zWMLZS9O4I2)K;^gz7OA4I22k zxW6~`)xUpl4M9cw<*}Q6<5iKHo0bcyNbph+zlZtX-A93n3&5J=E{g}H^G6b$$bUbI zdSMoDb65@i9m)r>=KUwby2r*}sm1s?RWR^$zcs{2`thkr20Xd+~T=TrU~xvPT>=U_>ETeD_A;cYp!hYjWktE0!dK~P)(3gcd_ z%3i!_bv;UXe=pfz@6+%?+H(8{-*}2Q%RfH@7TGrNE$Nh)r2wdgj7Fv)D;@bo*d-W}cK|P=Xttyu*GOg+ zpth%{E7#1?-}+%dC{iXrx!Z{WX4`Dg1@OCghxT+jRp{L$&@!|e0_sitEkZj|_N<`l zBzYmLh^Bw0OsLE^D&|0f46687le`#D$g__Y{~Y%^ii9RWTvjkQH>C5jnD1^GaeOQ;Pg`}Ba!M6)dvT? zz4Z{PG9{y4RA>&E`Q>cu+FAE-+^+xSEtFO(GNBu#=t7NmSs|N1GQjV-_VsaAs0IsN zz=<8m{tKmy0Lje3lp~VV6()RRuZ?R_!Vi?qwF`2h&3Xx*T1CH1nP=>o2quxCn+!wt zZz|bth>?id11%jsf+ZUym4PrUwt8z=)jt6XDqg@6%&1Wr*bo(!82oLpCIa!pqZGPx z1fockA06xM*m^ z_G=W8tVgx)0xT(BZ0$1uv?>G7ysD#~?V%`2Dw5n|ok>bqrcR68Gc2+x!xyNQ+Ou>L zoC7MZidftNSqC*SXk(!>Auqk9nYb}QLWPCw3t|^l2x5*UU~~C z!IPTw1IL7G#HgRs+2eToFV!J!uZ@0rtDW+U1e3%l}^d&3^iI_*w43euP(A`XsJ~X0PFLW{+Q=#)^8JbDLRO_?#dOAem zpSlj%GBe08H!!C5_h9~X0~nLGtSu=qyRRcEwKI&PZuQU&c#26$W&87h7;Cx@t$T)3 z!(fL9ZDB;oF$OS2jcI5Gt}$DqL_cD@G|XbL-1j@9=9IN4+T&gfv@f`HVmsffr_{$E z9Ne4jj?#|~boz=&OkxMtI504zxS6_Qlppa9pl(aNgPojRRjkqtVvzzn>B03$lGL_K zVn1JpJdPi4K*3>;)Hv{#`?Ex&3w~8ev1ff>Kqdn>)slU{Ud0|r(i=k2QE7haMPB|< zL(9zqnbu8N5R5+G%1SVeSG{AQP17!&d*_br1-4xj2Sy@{Xpn(3kOt$$R2F3kmjsFG z4}_RNtICi4%*9Ysb6!;$yavJJyFS8gNgz{VwKtDFESH8PeqsLLHU7RM>{CB#QUN$H zU7_ly#-|#m-)fz}e7d}>$B_$;^Yqk{Mikx*lqvPx&|}JlsG%$R!-YeF|`r-g)fb9WQ50=HCW(=V=70#rB{H!Vszvi|*3A)l)RWImf2D{6a!> zO40b49;a!|{K~a~SCZuEc`sApAXd@xGYB(Kksy_jg2wPg>;H7P^td5Y?TyN_1Hg-H znclGv$md{IkE#DMYJ5xU;Txud0_Jk)r{sehXsIYr-U(f*-d)=^gwT#7@c5@?wpc7l ze9bcwRf<)Y^7A&jR}Wxl(!t)@mq{|u_V<ah>wd1#>}J*58p&ePLHr5Lg<3x`?$ z?y#(2mjPFP=S}4|xtF;Yiz;UH5N3Z#r&$ zACcZjrgxUDlJUk8Re7&CqWB(e3;rlfK!c>fgg2;w$NP3Y&isDi0JEsRQ^wMW5HuS< z5kFklgb!-s^wy&?B_T@~U>F0>bh{iV>pzX^=J((+ztS>zv$6y1%$QX6KUL|I9hz`% z(tH#o7zd+=$Mk4RUmv1N#f}bs`sOx}I8)Qt<$r4HaM5C_ZMOeuKX5@26iDd)B%Wdnl@|UR| znHNh9+x7V-a76j-K{CL%L$XRAz$N)QZzcJ?f6nAp1PG=>#;8xaTlFG}ggri>EtyC+ zyV>K5ns~ODer&nmWH|nr!z80vV60j3*1oH|ZD&%E*w;|}u<9X7*BV~$(JtSG&=5Z% zy$JS4G0H?~~l;W@hE)+J9QOx2Gbj85~D*t~SH$muJ5QzZ zS9?73+~ZE?uh|BcUl5v`K{m_92&Z@Q5+h?KTG=ew0=q@oO>aXnlwPem`v$en zg^ACt6v=-MFX)M;YcFNK5I*DG)JP(LCeh_g7l&aW7sSds1mZbN;9VlO)~-FRgB6^$ zVi0s@BG!H9glRnP&aK}k&(XIqGu5X8wPLe83Yg5BcbLT%*nPhKqd9A~wLdCLc)$>^ z{v<+d@u$F4`D&RjpL%MZ_ub~ZjG0<)|opz#+ zcWBOFN#1W&OwE1fp0}noxiINxja!d2@_G?v>p3v5kfhy`kZ50-MdmM`6rOeJ$|&oN zyJe@nvZixcspaJBNrpp==p1Z!rj2XbCgi&vD%Tvo&m1iI{cO4mC$Y$62y+3@8BH{E zd!Pv4^*L_)Ma$e!d5>K)Nrom}OB`mA-Uz-dK~=b`@aqJ1ENNE>4(32eAaVS4koB4YOUhQh> zIpnr?#Mz`iBz;VH5xbyCxi^37yD$2~tkn>?apDjB&%U{+;?_JawZ{yi;*njg8Xb8i zGVU`7^1$DJM%-tVvpWRHZ~W_;xl<(%=vGxy*P{Y7_F7-@(4ioH#D+j(UJ zVG1f@hg>*yqj$9VMz8F)&K2G_d_TXG`nWL^r6xQa&+?EY6_TY|reNhy>-NHskQc3@ zsmflLLv8NTTG$o)b(~AVD{9sk=avyqm=xO36e8uj#LO6nxQ?xPn<#}ynibr*h=c_) zxH3A=*NbXD1bzSFKDFhQJ0treaNy+GuWA1Z`a!?%%h`cbGtD{8B97ZQSuBTNn5(p{ za$%p3HG_?3#MpA(*17}^B@RfkEE8mqZwSuqq+(+_Wdi5Oqb^o*y^v8}i!UflSm3)} z90hdtK*Sxcd0ONo!#F^gc@hwB9~P%Nhify;ZW9~2&|7h2I*Tb#*2*kWTET+ep&at- zJ`*4I(R)#me5_BIU2)0zezhnk19)GC=x#pYtu3>Fh@5Sr&H9v`uwQSq&wJ#9E3GEA z=EdsqTqaCI?&ydWl5gKvy|WL23}NuqrXChE-wh(EDNe4twk&@}PPwRqO%-(G59eRL?ENU!5k1jQ+75Unq6)&lA0U^QIJ{9BqR`1Ps+I=%$ zX^tQ-_j81WU?W1)(CmI!O;YpAE(ISg4GoIdwbL|V4hQkqmKm0rpl4GkS7? z;3Wz&qL(1w*CD2YolWV7&%#Y+JkNlDrc(;sWhqZ)*LAZh;LND4uKZ(oNq;n7_nCxF9b7mP)HJadGgx9E>Hr@VgON?G+W6Q*JgIyRnOMHy?Ghp`ED+w;bzY-%fE_hSfXB_2gSUQ;m*q89&&d2{YNa;bj3 z)Lz%q^K_anV_B8j)c#KT#2iPyV)6E%*aD^LS)6E;ffcJj7Wv#KulAm1e8N7={-?+%-`=GsP{bO3v;Yj{po0k|%69&V)=j`w zugfrwllV}F{is`~tjXbo__@uQ;$i~o(|TlutVgv1c%VJ{IW-c0n}4wZd;it7!GU4U z!M3WUTWmY!v^`Q7kva|ri$meCR+f9ohP(`7UlwR=Z2989{1P(#W%Z(EqUxhX z8#*&eUOfRd=tdyL2iPDiuZwp~6ke@oV5{5wB+$)vGz9jylgiz=T?%j3!@o;G6NxWMv!*T^C0|oG#KZ5rsK}R32h=-<1b|r zQ7_N%sj&(<3{Z|(nMMJ+oHLW^M^QxcaCie~%C%zP{O-u;!1Fe~&dRgJTPb^9go(iE zR8u~s`kZ11%{5vx$6U&F9tIp-hfoS5-HYPRd=YHD^&j_)+GFK)#Y995Oy|Ef69@nL zamEucu{vs^@$d_tW+q4tV?OpP>!mVKr+?}>;QgwStLY7a3h#;rZc*18oQG}?EP1*&@nNM_V5hFzbluJlss z9&{;Sp+CbrF3>Hv|Xu4|0MizvP}A|Gj28*q8q-V8gO_`998_Tbq>GbTP z9vj#!;L{O|&$#vRC`V$wrjr`dqW&>m`*e(#>m{uspv>Y!vmH)UkdMc#@PWI{JapV%Ttv)!*B z?Y;X1ThjI#k)LZUJp$8BCHX$W2rbra4eVE*(RyF`ZiDNh$dRAuwu#AvzekX%UyOP& ziBO=>yEJ(M<9`(8gKv~`DSO#-_4sO*{v0F5Z5Opn;Ex15csX$eW7H}$p*KNG#@{E< zO4@SYo7?Ozrz6imP>D>+m~4d+$nYz!0On(A|96zPRXX-I_rO;0mH*kO?8T@W8A^s& z=;91#zqRuF*DB^QqZ2=;ozu4lUCtfGZ4g0SoCvkuS5>ln-5-Bl0Ip%#m|r~}bgx1R zviJw30vU2pw5WE=OAlcY@I(80X6;J8U)BMR8JnovuJy%w2`Ueq_FjG?<}`cIr@=VL zIg)6HXY8RoNGh+O2Elw8l8u^Qg(k5u=!zxNH)8Uj7bu0?Z}qv{dL2P0sK`(NB0m#$ zq^zW@RaH6LH$^|6-0bossVEW)IB2_fA7Q5b(C^56hawEP$a2f+n$%aBL^cUqI@41Vk^{J~$^ zRSZiV0Kv2lf9s6CcOPN$VnCvVH?d#LDf^PwvYv8@Zy| zbONxBWxNj{NdkWm`!t+@)73X#VA@uAWe8#htgNlA?XODTA5;E(;Ntk!UlpI70DM{l5`ibkKurna3_gM#czkoZankL!;!j{<(f4x0+=*0gas__Q;! z3qNRnGWr%*Y*5J+=)u7Z>I`{*4GpX*om}c~VJ2A26%sVh-%{cG=-3>v3BV>CSzyN^ zpsNMMRrb&$;9@liOt&3?X;cZId=GFmf=S^9(29BiFt3PEQ;{Zt3@{VM0MYOhOD|z2 zNNg6|&5yN~*Ew1rw??*p*A6}%eM?^z7O8;fat-pI@5Gt>92~rR5XGLO8pvx>SH6Z) zz;oLQ1J=6}U`>mhf0-P1MLisnb{x3>yXZ_q*64zK=y5n;%E5*s10nrDWCRFbRUjnS z-AFWWr;EG}V5ax5LcRA_hQS+&hGkmC$k)-l03nqyxeKssmFI9MViQwE$N3#_um=KE zeU(!6FttG)Jiv`oHk$vQqTid|1pCk(b+S0uBcZ*qXv%iU8Q*1E1?&bxc~zXP&Tb%j zPi)ulJsg^j<9YpRQU6Cpr^8QR);V0Usr;Tksy*qfSJ>kJJTak`EFmsTog}WvwPV6? z#QJcKv7EfDZ%YEDl)M%Wc@a19T*zW+WycrJ(7 zLIJB431&QHbNS_+q3P!V6w)*yVbbWBD8P}Y{!cX4J~2>*D8^C&yp4% zMA@MkD;8%#qY&8 z5kz>dwF^p-e|kL3R4^DIE3ugko`GdNn>!H1X>Z8=kM(;$&7w}cD;&NQ;2F;Inn@AJ z(b;@;_2xRAE7me5S(ts#vheaQ{jU?EfRn+bh+i@1Fv(mr&v9?>ryg%U^x_|`Vg*OT zQ`vuSyZj9hLQNvfyCv-NJdX)?zqp4*s_d4k1j5COgILy*wdHAoKoo_2st&xyrpcQ> zSB07wJz3^BIKg@?dH0OQ8X6FD`8X!{{BzG4K2he^`)jD{vk6UA0_^uthXC2CD_}1t zu(`I=k?9>G1@}oO?9<)r$f|(e@4;@i%ki~++u;0Z#*2EJp2^#Z$o(8^ES^@ZE#?YA z@4sHP-@+C@Syd$RcO{3OqMrx%Tp2b|SG{O4y6*`FQQh!2uaLTv6X2GATB93k#WtAiUPwigfd2Qu$yP=L&XamXBy&{>%W9^C)2q}DTae-WQ`A^YCYa+ub+Ts<@V zB-#Lf9 zo_C*4$tk+dTEUTuB$2}bp(?Csk%z;;R<97jp!n58f})*vdOG6+6Y0ow+|U5Z%vHn0 zTXZ**GNxs_t(o{IT!T_}J7sTo5|B*?wi84E1?R5g-=2P5kVN?m*~8{b(`e|RrxjG7 zC_OQp({MsK;MF%h4GbPwHNI<<&vz@F!$x#U4Q5ah2S5DI>6^j%ys;Ka{u8@-7hr}L z>q6zDrwvFWd9>(HP|&kFI`$_FEPSIzQ7=iynZBxaW9U*1&tF|%Wv3;GRL91ZdSX82={nJj8 z`I_-df87f1pnWTc>i@~4_#Z$p?~%rTk0>0DmTQD$sL68(DtrWERMMX(z+-}PE_P$W z;SKG)5SK+vyL{G%7>akIVc*MNY5hv=O3>8#ex6r<&Xb&mSbjIL*D>nb4_Ms zoukRb;Q|3y&h9yVnQgca7<+5`9TMddMq=NFO{3hv!g;IwP=fhU$qtbcC7s7P{$%-6wM zmu$jqO6vwSWBYF4Qo<^Rtj}f=Y%4Z2Krdx(OFL+nq=4p%P%q_0iGp|?@RAldR84s? z!!gWvXy4%ls5;#;*7=SFZl|x!Pv6LFJl1X}6WMFgPk_1DuqAy{5D%x{sBCln;nk8Y zvzjIH)y9=Fr+=}i)z|=e+c(+&&wF$vo>hL5rTI+*vWB|PV^p4l@B5-}rg~#EJpJ`U z3d8m|L+w#0RYrs8%=bVy(}|i>P7_-~;8z{wm8zKc2(lOt>fw(#E(=wYA~xC(1_oX1 z>#U$pD8}K}zu(=7M>9zEoeFykntk_k=JQ8Yxu9O58Z_{l#~mcum13z$Krmb$e*FAS z*kS3nUUv(p1fU!s@(y$v+w`w7!G*kr)~O3KB*S@+JzBVVk5yhCM?i_eYaU}Re~O1K zww6Tl$?ph0@V?&>>P*kEf}d>4eW&~0_qex+Ei5i-U_@~-u(T2;1!0* zz;RVqS(@}0Dbu)xcJS|QPP1-@f$cr>zvBFe6tvEp7qX(1RsL6Jo`$)b9ep8Nsmb8d z#z5|wLc$|kK^gHB)Z`zlcseS#tpft4c+FcJz$t$Ss1CJ@2DMkfy5YeS!|!m}SyMx$ zt$n>8!X#mB)~!dM%GpgMgEYIm31#2pn;(e#ESqrUQqFLJMMCv+R_I~bX8_8jv`_2~ zNt~>$Xb&mGG)JW3~3zDq= zzuz-Ng$9A60$~HWSJFS9+kCqQHQh{Axz*hb&SbtDr3%y&ZW@mt!Th=}kB@!6*&^_) zwt$LCRBv&(h2uGGU5ft9g{?V<-Qhs9UbypDcG-Y=3iBOt_?NzkN4ZV;wazm#{_|1n zdPH~@ZAMnPRpA8tcg*)|To;rjz1B0{0isP+<3`a(}P#B17s(>YQQBNKr7Z{Fe5AHBN0m=}2V9!_$`Wy*g72^r}?PcKkpbmX1B@&{k zcvPTS z9vR=038X~eY3;PWGRAsULvx^M^W}jPZ)}A`(LIWN}jl{pT<&KW+UZvnE1!p9f3@&zjN*iAk28V zUn)`wU%*@i*43&`FbfJCM}}Cs&PVfJgHoU1`2wa(uyzv+=v%2+Xnv!l%!W* z%2G2ZrGO zXN^r+UdTvgu1esLcW7g?o%Qh|7*_2qYMcZ%(pIP$`h6<4iK^4bN!QB0Wh`S6=^f8) z)`6@xI zn{EV;7a7lk6tbzg`qa*vm+V^El|YYJY^(|4802ZsyCrE;&ZUct(0(p?i~DJxUPIuD zmT6?G4&iLT7hdVfRsD%#O}<~40IdVz`2GFWLq<$xYZ*UrWaBd#K4wvyc?(ll=C zwBpmPv+lvS4khnoilP*+L*kra3&)R-@H!_{JLCs`*Q%4X#pZk?V-jDbmQQz5Sbl|t zPs4v&7z`~ymZ(z`<82GyTD)YKH}Z*aps>K291n!6B3Y{FTb?_T9e(mVcq_d>q(DmG zk<3A}lAt{h(>hBm7t07Iw6meP?yU`Wf+y!#I)k!`?4>36j#Z)W^4*qh%AoPG)F10K zq@^X0N3{KHJ@VZiyc;J6p(2^Z>`gZh8Xt}`_hUq)8HRi%&izW6A|#gYq7w<%20Qh8 zLOC6qEsi>C4`2_y`rfk4k*FLNw*8~XVDjfLYYY=4B7OBA?iBv~nyBxzGeW9y2FYjA zNdtY>bmanEtX98~ZvFyp$=L}}j z`P}Q#LThOQ1PwN|bL!n+7RW}mSmJ7?Ajd((-%mis&b^MGJ{H-FW+wyH^aXiA z0lDLDh@%|Ir;#!_=ChJo51M?ccv^Bwj=HIxDK2#AO|t2;**8;VO0~7;+sl}qr_|iRVKt4iYyuT0c4%HC; zfd|9rurRlpj~WZz^zu4HksHU~?9aST*KMey+Syi#{Snu>$%BRF&=ai9V%4Ms2zslt zdD$^c)?7nXrwxe7lMAeL`jXx-B!RE_y`gkyyrB)Vf%dTVbS5ljx7^>EjPhn*8ZOxVuyQ+td z!F}6KR3DR;#SP02Vz4Y+492wctrNa5=MjdJluSw?>*v}e8%?wfey{neeOs!pM*voV4=9`K8@wOzHA z_CD>nfgqA6^x5uHDVA9kCciS=)5c|NuLz$^4ROBhJBhPE#E1FSs=!9bTq)(#svX`6 zV>;OWiu>N8{I8Z_(y;|-pk|Q7LsdcbHo;mzz7^oT0dAt$0A5m@Th_`6F{ZXRvV=@( zs2Dvra}1#JEcksf0#EUct}Cd8Y;9Co_lzWuY^D|!iL-r9MT0gjn;Ac7O!d-_oRutd+hFLoAa{YOt$HoH#-e9b@V7W4D*LzO0Oh0ZbM4gVob54NcM!h_6Dd5-TCRcT*8Nn#RuXArm)BS(qD5Kb4kugknB*wW`fWc=

@43V0F@gi_-=JYm2&y{e ze~4IQvfo6KauZQ?|3CWYvRNYm3dPK&}5dY^S^Q&A-}irxJMyZ03lYSPh;)qkA58TiD^q!+Lup--Cxq7u>ks^7aSf(`vFXIB_DFk zqrE1g!PO!(YYx5&Vy>NNCdSvKV4JanW4E#0dznRlaK79GI;#ZNj;>~6<-1~{UTYuv z(sa{Xh~92GHRYBV9CM%x`d?NL;SE9>3=QbJ2nN*G_0yjhQS_n48`W&Awj{n}nSL*B zc>I2{|2*HUjN2GoQOsfU%CN+$o4KDXmM9h4;i}xueeF=)h#~EGqJY}D`4m5vwUIPj zE#73#H*^P_?9XZ8DT)?vakeiOi!n_AS3>&d+4TBRraN=Xg3?B{m$+=DdY~S3`TC*S zv0DC3N40E!6eKcuT|Z3|TjkVBIr;otT#NEjCwvCEAayBv^>fCkF4ip{?Y&v^%N&(O zBQ=O})HTt7DK1fcpZ#Z)?oN3wH7xK4nLAsUlBe$81y@eU7dJtq1=>Jv(BYdF<%kg5 z8!F2+A~#XNGvesjGWlp3Xb$g{HXgv5b|r2)e1BgA{N7~Hr|wxAyi%pg;bMDhOQ@pO zdjcJlf=0gYTV`Zwz1ho1lNNpt9Xw>L$ApW|ust$cdovcqWsl(8u(L%TZ~e@;$K;sg zl_Vr2-PbJ}MIOi8bolU8VMEcv2&WSvU9(|B%e=h(527+QO)*DZe(Es zNB-sawI=B=R#cR+#VTHBO8a{~DCC(;+txgy#x1p^rpJbQe*W}1z#JB8yYX#e`6uCm zTSb%BPgJri`~Cj3M#Hrsa%-axPg1KI#B?#*U_sMdm!BHvj#$DZem5s*s9{qG{mX}c z>KzIJ^gt@!vg@BgR_p4xk=bNBH)RZq>%wzur#gm8LOtv^50=Vn<6ePYN%GzIz>{5@ zGxDo>b0M1R=&^PCM*yxXRsutfl#Q6@IYzC~=gP{)95*cCWjWgmV}Kl6$c9*iI(4gn zXxg+Y2AZHs9WvaWIov^9eXY;?2?-8FvDjT|%AUV(R19S>plOxi|MYJoY-S3XjafGL zrArF}MRO|~54`j3=O*Q->nT*JZ|L%mkZ-C! z<(p5rUYPMgW!vT#iR(59(4-!`tiCN)lQq7(E>m;G4T*5xOuf}!vowuNzlo}7Gj4$8 z)4yXH__r99`-1bxyf4}FmTS1q(|b9NqwfOEEEmjtn{Nhv-DNzr4yCq519WOT#JN(C zm-;cg4J<;C7xJi1s&Np(!uTFR1}y4EGB^=wPt73@81mjS>D&e{P;@G`82h(CPYJtL zW2uzGpVbrlpkOz@?$u8s^t(t~7Tc4xam95;Y@%@N&H&RKY8IBXTY5Oq{`BR9%uK~t zFya}@5Jsf``dyefvGG%g6F(2z5&xq8w~=1q3dJ6t0z#ZMa4S#5(wNwC zgsCjr|6Y+W4bYn7=H_VpIUOQfD~T-F)`3pfzKYyi6hb^mBUlrTd~)xHCf!L3@b7pG za}wE;z%>hOlNW&HRNq(w^p%I6am(xg*!@;}_x6IqzTi^|rX;uSSR)pPeeKId?U8nI z>WU-n3)#yBS&`1$OjS?r{SIR14}k>n19g|XH>&_39$lMRrpt+7wtR`3mqby52~am3 z){qq|wA27G+eMHMU2YhkXVo=8m~>*@N#&)092S+aAnDm%TGZE~CSLmbl+7|rq;{sk zv#g4KV>Q=W@3@aFxayVT*#i9)l7hfft;r2D%QEH^6`J16-0EN{ObL z_GjVt@Za$=3RpOW+>;oB)Q2p}k2H(TbMmfZ`X#!Vft`>C9TvE!Ay9LvNVN^#nnB#o zgB&0ap!_WQu8y|w6x<*C_FoMD-XDaax6yJOSsGp&+`I8QSJ&8thyp0;5_h6+9l`sP z*SX1|ZkwqAP9?CR*Z7W)aoO9snWqE~dwP1x5~#XvlCLwis3xhLJ&2Ond~x>1IcHS* zZ<`;*cit|0ba%Sk`GbSqp1rJqfUYSaS9fb#C-NmN!5{%ilou$Z9LNuQjBq}tD+M@6KiY{VgTF)r2D-W9ARn$w z#2AOdUrM`AUaL@9)Usr7uVKGGjs`|o@r+UN1)(;XuY|`+qH9e=0K8P?0)&ZBw%1Ua zmxhHX^fIo94ZJbv1_yJ#QcSGj$l?axXqDm|f8a~1n7>aZ>IQG^C6>bj9sPR=1?Boj zFiob#j6j7&h9)oo6t^yxw#E8&CrjMDm`GWT7G^M9_JHGQO2$now?);r;gO2>io>Sp zcRAUqb$g>**R{1iBoMYhZ4s4|PL1y>^&}T45ATPw-oX8Q8~)e9=MMrF+Qt+@0k(5_ zwqN4VNW=)r=WcwxWfRKmvpsuf;edZLwNeL|US%`PH0vz`O|vF6MG0{AL{q0ug}e1) z+Jo-s{3T`lz18?vAQ@fEi^Q%Ow7AePn6=h{19>~)l`1S&1~|Q><(4Y8cE5f7wK3qN zx*r%RNoKcfX$yZ0!ZXURq)+*#!i;|VkHYp3*0GY<`s_Mxa!B;@4B z{}{Uhux6OENdpEjoT(RFiO<{T2mypfNMlWX6~;wbL~fcUvjuf$y2 z0ScV~qZyR68l8@_V>Iq%Q?yFj2%wwy0X2JCu0a17m&8B3U{4v(F?K4UMjbg#b$&p`V(?>IsnC z%y)5XBQ8F1i>EZN?ZG@l7M6d5)c6H{c%psaug)Ojd<6GhH5=ch&5P}H>vO2d*}llr z5~=tW=s;MB!SoLcARBl3rp10hiB(EMeK7Hz+B!Qc8~VY)#cAFg>KWrOB&%*S+ENn0 zu&dmu#w#(!wVVrDd8=8Odc0$qgx*rguN{wmCM;v&G_x>vTeYsgP_as)gczq(RpOo$ zg8VWh3TLWPjqZ9!Mu}izV&> zwSj)s^SoVa!$s*_QCSzzA@bZdFiXdFA&GE*G1F?G!NjCiI|p5qt*H-F&(Radsa*8U z4!)R@FUY<4_DkJnY=nuTqcwC3I>WOu5q$K|AdHG@?3;dH8zU>ms4fHWQ4%n}T-@B7b(O{y zrYVesKDv)-n7N5EvZb&GddIxPuo*5<-3@By@8@M9ru?l@*G0zFJ;t%D*~R+#Ub1Au zIo2~m=jEfs8QlRDMcXo&62M9V1`eqBNjX#WhfnLt2UAFj6iGEqF-&d*kYeWF?uKz?aFJEkIInrw;lAVOh9FJ3~SlbEMWPK`>zP?$Dx?~%V z`(%7mbaVMQ%?*yC-yNgt81ONcPdUR%M+PpGkq!lJ8N+-RquRCJ-XLUkb0+CNbmtoX zbHsL47iL}M7uWp@076ilY&yke?Tl(?Gjzs}hJ(mE1|gzsqz)B6dVpx;14EkD|AyZm`6BwmrvqDoRb!;tZF9%8(1|5}I;JmQtC=Uz zHZbgZVD&pgW#6wIGCjxZn}>kfN=;DlB3FAmBO{|k#=BJ@z~b3Whxmkqtg}S{-GMFk zC;{tqJ6@z9H3IbHf5!Qz3VF?DgjyeL5t;RmmzAIT=S)3*uKj8yS!;4;yYSqfCrY08 zNrt?Qa#Us!1s%B{OZ+D;I`Rmbk69qWM=KDy)E;R~Dl3AcZ_~vjZ^FsEF95?|>SycT z?`2M)xY$u*Ta3Ydyqoo5IL?pX+V}_d*v0r@kS(I&dv$+DU5#zOARXEJ`w{2h15>dx zEws~diS1lp&T#udPQs2`b{oaLbd*ks;VHT#wzyvzLFZR;n}5oADi2%Rr_~S0f9rhr zY!}=U&Yc{i@Z~&+Vg_l&VPpg!NBNdXY`#Wa`snzh&?QMe#n@$fyn6LqVIz^rg>V+q;2LjQi2%R<}Ysz^JS7RF2VA`&_ z-Oq^tzEK4`e&oq&z{x})pwMVQ0(GiYA{`O2{Q)X&^C(;^q$^SHaTkz42jO+MBI>tU_;x$amX*P(im8<0O&p17z9KeXv>^j zS&W3@KPoN581w2^+g!6d)?ZLycp_C)T?@hjTNbj{wCo5vRm=pCuU9AtY+Eo>)8L!5Wv=C9nv9XI;>Y8q;(^7iukmJkF<0|h09lv278K^a;~8tIO259;&0@Av0h>syPp?jJWJ*Id`W z_CC+!JOZ#J4WAoLF3gP7Ga+D+yDd81Z5ejZ(@?(0d8&eXy0$HNeA`Hl*Qw(_tL^#{nV)%L~6gQY;vdb zH-li#>c05We$Ft`8bl2JAtPepfCrR9&B~KdeOImo{tc=({(XU|RC~;Kp8s*XyK7IL ztA)D%`ZzOr%}>_VsJc5O7ReElDkCHDcN|3qrFqWeXoUxrJQRLj3C`FrL)|N~RIL_z zy7ueEhXwOv;7=;xgxgxv=Zw{O8Ohe}(~`O|ub<6q{)RAcdx14CX)67PlvCqnk!;GV zGf>WxkJDF=>+c*%EectT{HGiUk~L6(hcUs2(zsbxlMRs_&bHm|(a6HHUm}gFxyeXJ z>opgPw#%cy7>f}8f;;-Ox;lm`44SMRxA8DFaYS>=+op3O!?)eSv?G*oHGw)shn-mP zrc3mODEbRu7iz5fpzl}3Cx!;=vDV9W+J==`dspMJrl?GlK6@qq_O4P2;%FhyOX3!B z@_xf-!?J{*OW8hT&o<4QJ9N+^c87-C94^Ng*ZDXZ`b5%M;}*6D9)7%GpRe^$Y|HPj zfLRnfMYXln2%l4IVvGLz#9f#qz(U4x_m4>X;t_n($XUrts6D{sT)HLUe<~mRm0ivE zN{k|c7S&&LDO#HG1=Jte&TUlQA;)r$o!Bw0)BH^$zA$;DteuirWgLTylL=RCEq_vz zhVtG>Q9;HO(>=VGuL(Ix`T#-nUW(HENSDj32X;@8z#CAiv%)h!Buyw+yOz?RC`QU` z_T-VoSrinb5puW!nJ-Fn#X}T>ev2;0}~m~&wN@UKS55NW7M3%slvI+It>0q1!SA?yw} za8&9i=9=#9Nzsc8DlOt){L-_~^K%}8CHV}mimxwBnq=eEoU zVtJEpwpLkc+18&0=$y3g%pAwi5rf?o(S>$SE>QOS222FLIbZf4{HRYguh?L5Nk-I` zl3lng(mepAACNDwwrf|V_EPd1uj*ub_NWK|U#Uz7hEWCroSry$o#y&2#0NiXb$aWV zrwgt%xgA`h?JQjdvjMZaN^{RyOT|n4tho*}EeT>+5e&y?ZAylSzT@EHgP7lk0&!L` z3gRxATH_@aF#}oLdnFmgV~YoVHu{CdN^5%3zPJbLv6BTtGXc zAFl)mUP98~#EnRaews3Audk6Db;s`Fvi4L;MPNt*KOj)KegXyxzYi6eCNvhEg;R&cQODbk_#g#V2aI1<#L&{5h}E_#|P{%&wB7GG$$-tfz$}4>{mwfLsG!8!3ZnXP@qY< z=J58h(h~TdO6SNHrki+;uLv!#(f1@+#OpPsbH6Uij{Kgq8Ex>>qyaG!aJphPyh<;F zhiy|@^&;gX1s_cvAoi9olGZ_Ltp~WsC*`o1&SsUkvhfqeY0aG92V$;~j}=_=TijY; zXo$0=i#Z5K*@Mus1l6@LrwB#`lX=@{0>!4b{b@e9UPtZ9`=_EMdmb8fn+LV1)OUieA{2LSrcD!bz@@Oiy!inFDG>nn>@8crF(XRAQe z#5_jk0gdW;2EUUgWu?z={Fdf8qSVNfgZVpWvEC2W0R3Bn#$8;rO@$;GAIj%Zw@cvT zP}>jXdJitf=WGBAY~Hbd#P#O^5#l9(!0AtglcsYUS2?}pCut?1L*1X)5wcm1a=52- z^CmM;EX}X6;qo_eDF|A;k<=OcSg$_@$Auvw@+Wo`^~;!T`f~}OM$x8f-JAW>u2XvB zNIq_JfD77fu0E)`qUg<1>C-^?MfHE(td&#-^ldB>o-UMEQHxp!$4r{!(d#=Pmej4h z{mxLoWWFt$X(t7W26qNFTNf1xcF}Bp+ZE6X_6i1%)amcp_iu-c2uElu+?ctQQGCH6 z19*L8Q@}U<3tSvL+PmRcmP;58nb2}%l5TFR3_4)pr56GA(-J0&8H{kHOJ%p~-B@qS z%|c1%h@T2v7JmI%Qek(k8ujxs({+)wYZy+wWHSZmgatoB9=9D}gdu!L$K-{oqJ~&X zvl_S8y;)LY^uP}Uk+RHx3SV9h9o6TgSp7-U^!)C~{nBI?!zLS8>t)U4@1)pz7|~6# zEOF?13Tx8DaaF79{@L!r$A(#T4Ne;O6#F7yogrYqqqR{Tb@Jk?1lD9Ve_S}G6Bq` zt*dO0GB`i~!vYS=U(# za?cjPic39Djlenr|JeR?Bi`cVIsaA-(`4F+e2?quWCKIFtp%J%DV={FOl^D>u@b}4 zoG8Af@95}NH>>an0@LR@x|6++U5J&Sd}|^pjV$qtp=uC{kVsPEguu^1*E)4R{(A<(C5V_ zJgKZ-PUG`14Q}?CDwGy41vCgesfx9rpcj8(`_H|&Wx2UNn-uWpB2~*~caTV8;Zgfy zlNe$nBhvSy?;I-_9^fG5KN;ARSlJ}-sZIuWp(?>ftrE=#`__T_u%7a%{PA;YRQygT zp_fP{x@+&Y8Eq0~f7#DCZa3RkllH*y7>?(F_HRB7F}mTv6Hsk1Dj=a|C_VkVr3J}t z)*wk{5klox`S53>U+a~<0uY~)u`cplXgS+9)4o5JyV6?yp9qqG20QjYHD?YlE|hKD z&Rh=|WiUR27|z+?TRf|~61JZ=Lx3;525b>~J(+dyZ;C3w=GR^=W@NDSM1at)t~??@ z|Bvr@|6OK2L)cLOVM$P)&*R9^e8nf(ak6eil#L-Uea&hwULfx}NN!W)q$VjO2TIy6 z_a&n|M|7j%9vr}r=`Bq9y499r`q%$%`r^-P!uf!oc;sk~PpRrjPt1xGa zEbf~uEL1Q=Qu1~tS+4@~UC09^u6sm@+W?v^9n+TEF{fdU5I3!m>kzsq+r)Q|&OtaV zmt6T~;-~Ul?#dY|6FC8~IE2kH6VVqD_g@-O&T27UfQ&|t@;ba$LCLh3CiXCuArM-4 zK%Q5geg^A1JnM4d(!L+2bzA!1?BOpp5X9LBS%$?J6jcL3Vfw^PHxU}9P6q>SY`vk% zbV<{Rr`2-aHGahA;1M1hoibN@OI^3@t{1qn{4J~!qVC`}9u01QU<%~ZReJB7H75!C zG0(S}!pR&C#L4gfOC9)Z2m5MwH4!T>Y(te8o)2Of%3C$`W5N^EY)H~A@+U!bCz;}d zF{U7h0c+1QX(oR6k%B-Z94AKjpo4&JhCBm9w07|99l()SBv?vvF+tkjPI^-&Za=1b zl}`5=$0}CVzx4~YaquH+2q}SFn~v>yG)=bRJUsp7ZhES{wiIgc=~U{e)(t z6(D7N1T%3~MoryOG)wvFk?ULZ&%kLva%@L?qs zOp9=!+*ZT)X12^&dM*x8{~yco@6ElqhVt7%hN22rK~lF9__Qz*zrV5c+b`gM;sDA6 zRdcutQ%|zjB9P~Ba_4+gstVPFsvYnD){?HSg^%B-3^NopJ-u5P*ma*a{AfK3@c;n( ziP=@1asoTI19C}(1TeFGAcy6qb(RV{=;M3{P2p>kY$$U~h9=fMd+I9keyn@TsB$Gr zj#NBqvYxnq#dPGEGS!X3xqOnDfOjPA){{S|^g1VzV=SM5QxH zn!_@33eO5!pFdwKDYeiDNjNx(&|<(fyZS|WeQ5KN+0HD(nfv6>u~ZJXa0!`XIa#n0 z?m=Mb6khhx#M`6V)YNqbo9p0fDwyj+O4M!$dYRDh{gPO(X6{u3ORPbRoOK1F}+4Ty5^_$I0APFT% zt+qC0i$pICiLJt3909B{&2JvRgNvo}w9R!#{`8=%Y(5RjM=F*VpJv}s@(OqgjLob> z`hv{YumPgo($-K$LA-x_sUDge%RiZOvv;)oRxO^p9Yvm%9czbatvi9-=Mw%_jR0v7 zQbJxjo$RU+xI-h1nSqTriFCn|UUe|Dy?E{=@H!U2d$6C|AOtBOLE#XiY9ovhE!w9G zF-0&;a4y{4JMQ0)`^`3G;3d*^w*LE!$8mzQ-Swk+^wBz*#A=d3a)ixi{gbp=t4#HE zr_At!lyj-iY-e{VvI|K1A?B!p;&&Z7*?+5ez7*W*O7?ptKQw$4vNd1FukFN6nF#Xn z$SIAL4rtIEfMk@q7%4rv{l)4hn7CD1cazU{ z`vWjCDTSBw}|>xO4Fhr+hMS|d99N%W0t8gN&RS*`=1UkW-?^23Y3 z2x-dn^?=^}df76S2oneM>9Rqi8d1IS2nYsns*8`9f_3Hd*>wajlmbtxa}Zr)wNW1g>M)UTl~S zC#wOoSHk>i_8U*Ox|dy`(&sCIr@ZpIn|E>_-Ny4;_HVB~ECGz>IUy@cvE?TlrwsZN zGnsM-IDLBV>@QqEU^0FWUxiH1DdFv2v^*Y6t}*64XKZ)d1T&HchQUndQ5aI;yu6dm z!6v@qg19@u%&3m}%6EAHu4o~+F0kEFL{8z?^OfIySfkeI`|Yn7(~#=ABZgfI{w9!hX2b6?evg2kbj~eV5B>pjyky|#wm4y;cS|Lx}O@Ou^(9t z9%a`ZtY>NiA%~NcUN84F*fmfkyE%x1{{8C;Z0j~UnE;t z(ak@PqMng4gNct3SDZX_gzA!wX!Rh2Mb@e1=gYLHMi9=q8UHWGMReE$7x|NLwU@3Q4a|JiE)DzF{g1A>#lJ0imOz6704 z`*jo0O;2R1$Jm~o9CF9w@V7hTSxliLF_F;UGdH_EpYpNLCVOV~N2ms5mw7C&tz;G` zD_j3vDi{ezNWge0M-R?Vxfp!8tk!qCt6G%-ReN}s=ktDdBrBzOzr-kZ*=_ZM zIcW?&+Pfi+O3P-2dgOMp8@8H1PZXYOG!M)V$m~iX)~&+uDsB3)ML%$?--vek2BIim zot`i_ltBoYM9qGz^IO?feHg7!{wZ_%_Wa>F_-fRsY zr%3v4ETcFy24WaI#I*9Y`sCwg>j;BKmc3|ccK$=~1Ye{1PEKJS^uA^b>4T#JD$sFG}nCWS}C%Fpg0NV+*AYnkNsr*R$b_IgoTA|GUF=(h(vj-OGA2r?DD_dZJuBfs(DG2{i3*GJUld5-YA4MaRxPAcfvQRLltu3PAg_^hOTj-J0f)+0WHk3j@A+cY0k9^CdHrasx%yn$93ru__Sc4K~$?n!wz9ED6Ewm_-t{rmKXpeQdcTdoT7HM9_ zrjL(sHyV4)b|s`Y=r>Bif~1jU{PYQLgF5v5#x09Cg?iQIiaj30Z)m*C(xq14y9==4 z=*R|nMPY1~yw=9nvMSM^^=pNPJ|^Q{X}S@R=BL+ z*AG@gdsx0T7I|d6YqomcPFWy+Ti> zulP8b;TZBd&pJT-j2+AiAJ9Bv$615^48!ej{XJ1zmH*pir+Y3nDAV;6n(T6`y=c#IC~MI(s#{x)$LkVhI(gT9(5p}S?fdEmN4DZ{K+i}Mfhe^`K5bmCWEV_P%Z7#8fl4@${mZ%>i>07|Or5|EFe`S%oYW!(UazTj7 zjN#--5nEmq0#r(sa{~!yc`+FuAZ7PGXj~70A+B*Ih*uWfaOr`|V5aV)NSw{@K>9y7Ot7lkkUOR!DrDEAVD%!2pOv zoDUZ^EZjWrc5*4h5@xPgtC)Bbz2LK768}Jd6BuB$#rYr2P%Kn^#>H~VA6;EXCpEw-o_Jwdco)1#c(-UxFs|}^M#NC zmxm8|vC3zG{5HRk$0M%@;V%KJw`mECVA9m_HoF{5kd|fhqGZB{ZwtD2 zerq4DtBq;BjTrCZXrrH2y}yWk1$(-@LQr}OA&u}W7;G;B!lb}&{bVD2Hf5TslVtT8g9_hVGp7?=#ejRmS$ ziIt9H!pyG(v%VA>)VrNYmFK5bIgPC78A36mf zE~C-M__X0*2A^5R+T^@hFhEj7nF{4FjN;F8!}p%4sJ?7zMB2+{)ED~ax4A)@Jt z$^yJ0j{H*~J9`W#PM?_bphZ9Nnw<#l@%;8NMd9x?DXuLM9j`^mQ3}KXrH+w4f~hR} z=-$P>N`Cn{IZ`g5r2D$^S>$I9;;%JgQQ5v@R{G82xKQt&C#Br)l>)TI0JhMTC;S2U zEJ8I`2jXUZPY2jhVG!x%-;?!Ypw8P`gC(QcvjIUn5#3G?U~Uy)wRE^s;jyA`MdNSN zt@Tpe`t3*dqg+7DH+Ev;tBeFj%HlPlp#er1bFCCib^>>>Q>-1D^j$yQTZ(Ql1 z%A4!le*LVp>9M5kNL=i_ibO&1oS0Ps@s~x$lhEkz`1?wTEbtfb;t$K@&|7D19*U|DA9BQt*Op!*?%nHKmQ+yae+fhM!_lu68gWKYK{PF zxx~5P`#)9c|8S~#llA#)q}-&z6W|Mj23cg{yHAc+zvyU5S;sU^I5qxpg%O#o8Tv?A zK_i8Oa0Zgh)f5BMrS6}HaaHbd?g0tD(=48wg%8H~hH8d+>IWR!#YA2(GyK%<_Q1S! z9Q?t#B%!P}6FS2)Ps<06UsQXul8L#4Os`R(Hgy2+a+~5KZ8{7X0{z(ro#F3`H9e%; z^H|@FDp@6mflO~Z?Me(YL`_zfCjz9lfbl_#7WaZ6juVLIz(`(9R9C`5;CzneUz-Hra1CKW#6LYY)~ql)(BJQs#92J~Xa`=i1I&o#?i+kg&rd3Yjr1Y*OQ zNALe>YL!Ot+K~URblYcB>sd`wsNHuYo*TpUmf_M%5?y6uU?sn5296=GxOWSFo7zYF zUn|)^S}CT9lx%AR>Z9mS1N)bVB+WsYogeuOLQ4FzmSmw1kdYk>icMeY#{YhPJolS{ ztZZ$Zb1HC4HB&y5VLioj)4%1%!Ttix)OXNRocrx&=3jT*S|DBc45;j@pa-qQs3`jd z9R?^Ox4+bXqwuts4?wf@*WbJIpleHY!89u(?hjfDZts;uS$oB45-mv!WV=f)1P#nw z#sCL_aJpHMM)0y(;AsV50Q45r0yFjZLN7~d|H`AvzNA`h6)G*S)`8R5b8pqKIUF!q zM?lbx&YDt#YvNHe!x`W1Auv{bi?4rTOA7)RUSSlZp-z^zAd%1$Ot5vI<4*x+`M1(r zf#%Jt^wZhN7|rog9#zJ{RnAqZ^OJ2QhF59)hk$>z27+$Y{rN7*9|I@wF_3Vlyj7#o zR;-(iHM3N+kc9&3*tfq4r`r%_d1N?IziFqWK;5b+(I?c9!LF61G2NBvo(!M)@xl1H z!@ahBI#}d{=+uGcLHqduLz13mrVhr=v4Mzfcpoo< zCHoBhtb}Ue@){u0wKmaciSOsU{trbM5LwkYuQB*8=C-6p%kxl91sprh%8^btUj~e> zRh>3P+xO#54697PFcc&s0L`By5BwyeC`J}fUwX>@USumaT33N;H$8Dyw5^N(ki}*> zk0=h0aK0%6-!2Zd1l+<(9E`i{`Y#KeeYw`y(f<~ZG^m;Qvd<3}ve|FH=x6w06KsjP-HU@}ea8pF~Qf_~@J(oB(DgX+0j zA>DVusc*j$V5 zN@mB2xZPlY(8~F;e=V_9TErmDm3{7+cp}HbiK46kv$FIWEE*}X;AmMm@&x22EEjqH zcy6?|8N6LMNF!UZx-wp<_-5*G`9g1oITdmYabA;$O3H`=t4>m3wS$MAcTFC;VR!V< zq9RAi(8>p{*lH@29(Wef0yYEHjInycr6H8FhWQ19>y=bf)FVnAn>{2AI?rv(suN@Zc#g?-se!EB2SO&v+f-)Nxw?hYhnZ$0Q&&z} zm64o)sfZY^8Rp{tP7+KHOEA3HcZ1{bl8s2)F0=JRTn8xg6&c-tzL8bX9OJAX3XK+b zK=tFoY`Shn&LveJV92UQ$xRc4i7Fk|A8dcy4Qf34QKeM55wc;3Os}QEfAEtxU}4M+ z`vl10-;{`UrTGMh*S`I#)5401OLpb&SAA%r{yKGtbGpPIH87SF5KDm8^~l|#Bej)l-|CY-OZ`Mt|q4s z-2LaS&FvF9=$rT>eEEGf0^sG@s($y(G5*1-d%!fib*6}ev8wpKQSR$cm=hnk6JpBG zMY`a7(Q;wEm)R&%Om4Yp%sh?1t0woAV+^D4czvD155mL)QC-!EKN|7%kr>M5-CAKi z$|-i3n5cEGJ1;VvT4Y|~Y)7{U`?v51ByKQ_%`NCaY-}7j@})fOl%HaAapY@lahz|) z2WF9sKL0;i4$tSNS|6rZEF{AZ47JjB>Jn6>ZtcO87(e885iAho3m#=wWK zN|fn{Jya0kz^ExsHR8@_0tb7%g2Yxyt8^rS*e5x0BYQgxF>1Ru>+U%~v#jt9^Zs+w zVCR`tTQqsTM=+}e-O@Yt8s*g{e0c<5>L<(5qtTxuU|(I{2FWfdPLuLcRrA!OT~JeD zeZ!qt&{X7V<#whG`|0}+5CSIbmwq7!?>cQ^b{auY&!#Tst~dJlc~DSlyiXKAys%^5 zvc3RNfQvyIwf22B95J)%!Y&k;j(=6(?;IMy9Rg%PVxs9?O8N*NA&ot8+ZHk#`#ub$^g z%>y-yR~5%B8&5<1Miai?6bEyS!7_>g@XAiB4Z2EbtVg)H*x19mEnY zGk+@SUU`Xuat%2n7d+Fo^NCFDn`a(j%#jB;cWA5+?nv)#u7R)JDKZNG*724n_r83# z&p#|6L!07urA;rjRq&0jlJ>NvkfV_nD^ifQ%}1WclwB&o)23|fUCKu$@_I33*cfc* z9ngWH_)p_pGijl#K!^DVjTz{Jt*{FiB$mWvM-tFSn67F?<(t|LaKFxv$~$BZopIj;URe&!De zw1+)cwz_EIEIQ@%{y8Rtsvy)tB;)M`!-RtbtSbS3>Mg~;EyE{;Aj4Z4a2rb{g3>k( za=}OIDK09wKY@{zH_9&8^<_)X2q54NJ~kWYtknN#Vn3&?|JHs`@jzYWjbH0ohI7Nn zlQ9QHa5)s(D}TL{(;Z2UdmsY%o#=5+$8@QfEhS@9KSAfoI;HQrJeZC{M-B8XYMX`b ze@os)LTsCXNla_4@r+6mmt62ZQiga>h2tTMoMO7v9Jd@U`GVLkZ#+exkSNN4a0qj{*~!b96W{FQq=075l~!L9^mElPeY*r~ zGwjJpGIqYlNlo5RQ{g~`l-m}?q?fv9YC=@xG-2*@I_wf`P506d|?n-W;EL#;P6z9R>ntj5cR5PoU?Z zVyp8rRwJ}|JqvdfuurE0C$HmRMD(f=_mp0)UU((c=b7nEvWt)RPi^>-esJ43!WL~zK3-&MIM zob5ZZp#^qbMp~eB_EbfhTZRKU&;M<99Q*%acHAW0Q(!5wby33wm%-8mv^$7wN6ZPH z$!zHX-i+*mO>svT$VLY}nR&`ReQnmBa*}NOc=Hz1e;u{2rg@iwMe$X(W2XNauGry7 z+Af+JRt)-Yc{(_7)sN;mTzaUVm|(1Lzt$px*>i!p-i4vrq7ZmDOi5BNUKG2ipqr7O zU5GovOo;>1H5J&Bg^HeS=pcU2>EvRpgmWt|4pJh(M?1|alEzd-;D-@n_pg{^Wd@F_ zWkd?=nA?2uLvR&4Ru1!PSAa>_bPnR)7D%%B^EpgC6@xpM1R;;+>@O&cxD{>R~IEriqmciy1;0eI6( zH#awP=Lh$R9(IV&od(DYvk?B_;Fw>-BY4TNN~W&x3qV<`py;{7I~scm920)5gP~Sj zZL2gzzlnlXOu%9Y0=P!!aN!=@v1u%{-Yl$SIOUDpt{yn<#CWXE&d_70?LYIX!uUP` z>e{ma_pNzxdPkhPDd%!LyPZF8?gUU`qgi@~%>pMd{zA1tfnCT=@BK4)IiSjGG5lGGLsuVcr%y?Y2vCa!su^#WBX1DPHDGbmY}_Pv}cJ#YpqGy-F^MsRBhpXtudkzHNVMcpk#1=Lm1LMM_D&$mh z<6%Z)DH!U%O_$%N$vmJ#S2;7-U=XYZ_MF&@6)Nk6m#j}Jz1c#dkMR2$=-Hb64 znw5)=eh1pNj)t?N$KZax(Dnk5fbL^)3oncs2UtZt3<0Cvg;LXs?=l8Bn!1X>1Z@Z>B^m%gJGYNhEUM z2&`LkoeKwBRr4PoUdh4I|?-)L>+5AG708Etxtli`8ikR_| zk)Pa#d<$c;`GI~${n8z*jG{0fw?SJFxp0FisM1j4glFS8NGln`#fw8lZi|nlmRYsO z>B-C1B<=uD-z0yXCI$ubhM(L0GQ+=R>7)LFGGP%xVFKSVkU~wG)eo%1Rt@SLVA1FY zwJ-tJ>6M_#*B-w&(-ey@gv_dC|I*HX$W7IyYcoKF`{?W`-+M-LSPVd-zE2{ydpT~7 z&(Kh0g@$&K20w$^J(2DMoT%QiSsoF!v>R438P%Ij4wOwj^=<(hl8)>P%zMUC3wAom z8zECy`&9RT1n@$8d*q0n)=jBsP~nQFr1M|q;w08NZvH`!|7?LzLS?5EEF>n~+B5N6 zF&(uq4+|^`4cARh$CfLCT8>w+H>Mz6m>uxHM7~t1SpO+vMUxwqZ6Ztl-L^Dhd!hfW z#Mw?2Fjvca^j#8>A0Q+z!E{#+=R;`>wpTqC)7jHYoo@TwVW_fX~Gw;^u=1zuo|BP<_MGCRFJ*n-#x&7sV2 z8xw_l*$XMq)}4OPJR}Eyj{UvdRqpGQznw@XEps@RL@Lm`pP^_pbJ$2pv>=X;E-8tw zeM<1(3`vx%%L=#Zb4XycMuV@QM7^9X`FE|W(3 zFKf#f^E!u%?zG*DTUQ4Q+vx--cT2AT*Z~Ue$$N*XrB8>^(nyB@9 zs|U63=NHV0upD(QV!^S7C!BuVI-Ni6*?;ldYfm!T9lVWnOSPJGK>4$lrueYibr12H z-alcALpz>yS2S=VWIL=ydT)c@uW!J)^8AE9VCy*84E=_d2F)};ba+TA;(A|_y$g8l zvN!;%=SteaeqiF6q}q5jS+G_Gc?kxg)iS)-&a@$goo8R&`NiRE-%vijq`8^Kg;JYjRZoT@o;L2eBo=BNi;{}^9?{*{ha zLy>cmcf$;)F1ad=yUXu1z!_|U3(b=`9_f#<<(Akbuuv_>63luzdhd9E>GL@}g0V#{ zKXLm2SMbPz=DTBM=2`loZ6fO#?{TxtNwZCc=WF^?LFRtJI!cyXFH0QhFC7k_ADJb6 zca?K_#@C|BQrWxlChJdE84J3~q-+T4GV*GSgN@|_!}U(LLVI-?*2Y}h)4|d`NOnD`gOM$vH9|EQ`|#NJ+wg;P*rY`ZwEF^^opB`;H2wA?hi>FwA&N>+CQ- zV66^t5fk9+V|gFRy_G@5EgZO$&p=fezD*!?`fJR34aG3O8Xq6eem>5b`xc!~3!Y8= z424H$Kl?IpQq!FhQ#&8GQ{-SG@Huy`B($=M!5G5Fx$SkjXOFWBmnvVAxv!4#-Do2S zEC*uGHyA_4;9nSvuXfdnzm=uAIi$pe1P<8DZtgf1Dx&Q888Ep{*&oGb&ONV6BfbHT zb&P+>5*w}u-r*~H5link6)7%u4h^6bBR^fpZdAM*>VGobM&xs#Fe9X^(DhY>2^t*z z)oMUkf$s1ij1ci!QyAk;7jbKADVy(}sr)X+X+|(@E(w|$VM+eEi3h(A2;%%_l#@#j zXgE2TNlQCt=~$ewETUae9Hi0mn0E$q=CXdZum$N8IJ*CONe&5YavphexJg>5(kf#c zRK{ltmYA$fWPv>B8n)jD-WSW+_CB?S=hV!Sxw@n0`M6E|(m+aZew{ z-+uKClCOoASXy9~%0nlV{G4$H`Yz%-LZ^j)I0EK1p(F?bO86;v=pWPP|XR*f&+-cY|4!-!spA8pZ0BFDGTdsp zMKCdu3M>`@ob!J4H33Wv6mq8W!Jn;Lzk~jp!sE3h=0xET3TD`_`ek|;?D2bw{O0=U zO8*1@8X_5B8VM3AM%fv|)=)a?Fo4kLx3aAA<5Cy{*pnMceg^0Sh!$qch!X9%&I|LM z*YxucK?M@W$E?7l#eexHexyI~F`B(p%ajF|+3|)|GjzbvFk%eQ-@Y$?mq@ zG49&9F(xcw+ScoeZW1|S`tYDuIMQlVr!V!Sq}yQ@B;9^1Vw=ZU_h8K50%YqXWge*w zYY1o6FE`H@#xlP4m=t$U^e@MDPi2L zZ#@pr82#J({%g81_MTum8x^k|Viy?w2`LxDOv(^zu337%~OK;LU$#nBZ58;5iuB9gN5G zTy7Q=YQZRP5^*w#k(F4>2P=lHty8r*#rz7KoJ+p`3g|@4T(p`DjiY4!Lx?v zIxfE@POyn?;vRbGwF~dEfzJn$pAUjQRNce>`)D}WzN%~AAJ2FDbH$(3egYHYs&;z6 zp7pxzzPQzI^b+Wmjs)tzdS>7?ONxOgj;gzsi%zJ8aC$~-YHR$ib;hK#Z>fICx3gKs zbhB&Y6EE=eTCOmKl2+O;m@Z9C#EK8Fk5x_j7LF=6#B8ac-HXu{GJv`DuHAtqw`3iI zk7tm6H0l7`vmL7kMdV2a-CiH?@`jdgf45!Birn?34 z=KRK`mZ1+C5MutoG?DuXzyh!__Rg`wwEy+7B#;4@J$)V{BnMlh4_--yQZV@MB>JE3 z4uh~{A^GY$Fy9?kr#?SEn2lcpLRhsmkU(w+8qF-0f+#LYF!9A?EWE*ZCX?Q*u^(i^ z^se9gK&r8h^qS1^s^IZ%ap237{Jv=3hWi}SFmwLvZB5cXXuIS)nW7dLiN~o7Xs!1^ zTgnOxO?W(qN$t~-Xp2|L=M^RXL^Ug$@WBw(hM5B|3&erhGewy=@J4dBG(wb4Y4xPdn$cQOxRsGCQL%v%8{8Augsww!_OQ=o-QRI5mhr;f^ zdX^7huHZlK`ZlcB7(1Xg5f%=E6m?PeLGRyb)01X_3B}RVc{INbH%Z=n8#Z-*2vkl4 zwNng_fN1T{+s8MDx$u)qKQqzi6&s?ACEFiGhTo~Ukr34V-tz7r zx65I~OQv}7praH)wT5lTxhUG`J1Ekl?0|TvYLya@+{+4vmn##Udq?FHUP}9mm%0_l zByEf^VP{s2bS{K&x6If1Y@_w432~@j|Ap$(08WhA4Y)~Uy`e8um{>MJAm7I@XW_>L z*oupmsNH;e!Q==LB+04s#3!MsYgLMJH<3g$5j!f(+gI0Ob3O3tA)2 z!wuD%*zBVT%M9&UC3v<*Rd*4Oe@p^)^*t54lBevb_a*&fva-aFqSEqX#7A5=(pwhf zeFT?4&Yu=4`9Dox@H1F~1k=|m;MEb%c^3(Z5x~x3P{?7#nULZp52=>3YZY{Xq+md4 zKnsz?BP(6CZ-J1&9WEyPysuZIzw;%v6;W&A zG0YoEf%&EbklUq+<#T0h&C2$ykD%Hql`Bm-k0tlp-Jk6k&l#gCH?Ym_d$&y_$y%)* zWL5sIxCsQR<3?kSC_L4;Xp;y;^dKvTScS}RjmfigR#UN5DE%+fn zIq~t1x)@%f0>go9ttcC>#C1e-AQ*{`CgcGPeKa_OcZ|D55U;q65!T)ORy{{SytG!) z$!keRiHq)_EleU`&E;`aIe__>%>PUII}7Ko>?sn6j(QN6awQ21H8+m5$e_b+2i`bN zV&f8z^OO8-=2Tyz?cO*BwAG~xuMNS!nPXh333|@Z==-0RS|6K59aIe}mrtYed5KfZo;n>DDwdoEEq=DYP(4}yt3 z8n%}aBBt%lnp95JP~!gWY6b3-8H&cms6s<9cj7?Vz>1YqZy7M%M4VDvc5 zMo+ZPH za3LN#?3T+Gy-3UFeKpt~5g8ogF`bhN_Pd7@`r&sl?7$C|dKXCi|4262$;9$%#It7^ zD&>IbkGQi7&^?sr-9Cdljo9C}epC2yy$Nqhf?o{`doAT1yH$UhofZaKb14nQar8`b zSjZ@K5Yp_^h-gByw8QMCNA&mA#60p>L3-6Kr;_SgSNRAUdF?i7AD}r^e3{2B^0-Wx z9iY8>&CdH#yy&+K2ovBA`k>BxAni6Q?_&^Z$$!`RS?O;g@3T}lr#wFCtR!jR=m(oQ z8=E@YJ2pxo6fRgX-3&fTAx0Vb-wUS^LbK4O_)2zbN*vkzkrzyWb^*=(tnA;$Cjv=+ zMD%5-kB|^a4{wF20iqDxP1tetVFZa&)`l+yxe^n@W*L}S0>1qN-+(mn3%mab?0JL6 zqm)unvNhRbNX;gw5Leg)q2mtYZ-vJ?sQ&jji|wh z81QvK9*v|FO)Omt&2B+|4@0zxUaYkz_)6dXJ7;XJ5kM4QpCA8j%wA2VG)}#`t6yyT zU|zdW%VDc4`>)S`GWnMo!MSv^qdRSXd|*B)fO)7oqxGK%Vn7{?#Ig*#tEd36L_XPB z)V6YE!u<}!HqR0)dq(zyv&7unz#(c|-2d>wNtouBB?5)6L;J zy*9@hDUIhk&ID5i0~Z%#gt_0uJbM3nvjIkEUV+L1V^o^|lVYSiD7`ZDIJnAZOnp++ zgiw)m$a&xi9RpSM(gGx*;^DfE{-SJySvX}> zolRu~og6F7r#!wz!>E2wF~G*3O*eT&b#?PZK+r>R5BdpNL0qOf0fy=r3S9L2%4CCh zWeLomd&Z1O3i)~~Si6WrTQn;BQ`^7b5JCvlNp+C}{wjjvJ<1$E@|4ryBV|*(KntnQ zE6{_TFmdL6sTA+wfdCMr}r&2hFy6iHj?SmtsK^*BNScM!zE5+wdI#bchQlF3>tRE`Fr zWCxdx0i%Bs?BKK ztSyK{vS%ct-EJ_H$jDlezQ&d;$*!_w-}#M1AtPHQp-5y%?|Ce}y}!@<-(cpMXYO&I z`+>$b8ru(NO#p}sZL9CbR5f=lox(V zg+?0?eXL8Jb#I9X!M9F|ezkoFLUJ#!vaR? zMJCJx{ayzXp(j@^u$lQt7g26d_+XOqTfvCi*Oe|7;w$H`KG9C_?k0#2PBx{YQEKBv z7GQD`5a5T5Cj&~U;kW?Q)jv4s>VptUpss}tG#ftrB8(-hCuM&sySay&_jT;4zfQ5N z=ZhOP8~kXEfP*^m!cK<4f5?Dq?OaYos91YO_5xa{Q~;iOsMF)^k5<5QuMx2V;(40>z)6MY~2-Z*1ptxMNv9Gjj!W4j#Pl-JiBCH-Sq; zwtS84>)2ZOxjjMt^JOp(acSe9c;Q=UfE@SS$`^~F3*Cp{oR?NUULwHktINkuTC7nq zafrl106FBz{p$sFbtk4X5SMHUYw<7E%oo1&MAi-V?GkW`K~TXva;T0|+w zvd(|}2KZtl!mTaVUPfrqErYOwVmke%O5Tz?yAT5kL>FHb^k@-9xp@$T>vxP)$9Jba zoQEj*3@|vWP}A9UZ%_E_IJ;`rxpwQY+N6}b_83lUrY~=Di&Vc>yhgjX3zZs{qgj~Iz^>YZ>(tqtxYvJlAiRIkXU-oljEwPA;XVJS791_Ouqi(u5T;ZA(`()Vw zlDH9d8Cdz7KL^b|Oq<6juJ6m$P7~zoCj->3oZQCljDCq4t8 zI@+AS<920!jXcTLf6?g&ElBNfb5U5Rrsp$&U7>mKu1h|=TYcSS`{~&i*nRulF!|xT zqztJlC-!%eSg+p=ByW86b_o5woqF6RygCl6nGRD-hb|8V0((Uv7u8xTH)+bZZF-P6 zO1shbiZAxA__)?sjHzB@ZVcyjriVw{)3?(*EckrJ1rrrr&9Txv5+!DIP*H6DZaN z$Ze7e`PH6-410^Gr=z(Xc)g;ZXVoiFcP|g_L_{>^hu6~w9&;UQilk*acGtnq zIJ5=q+g7`B>@p-Ecc^<)$@cwO-&sff;t7jNX&ye|OjIRI)RXg4oS^oe$RsyOcZ=1aNmbEv=)!R|C?FH$bMXyx?BH z)8912nl7TiEBg!_B@*SG?;yGG%|Hj18C~@W`R}_cvYD&i_dUBrDZt9z8mJJGyl-qq zuL3e+%L#F6Fc6_=XNV55Z@=b8y#d=#R3IqD?7Ra-M@ z?W673t|=h9G&hlxr*t-Ax2$%ikPu2%>yXb}Wh52&l6L_tPG}Z>;6p&0jG^%y2 z>6j58SoSrJp*A>52Tyx|xiNQ3Y$Hn+>AnhKT)}`%R-ey7%t>L9r9eAVL@07TI^H11 zIdwH7zb&U4rfy?fcg#9k{l+vzFLKoJ36QSt`$(nOnw31N@KNjkEU#L6kH-Yk5tzBt zh5}_9&(4himJIM9`;lgOA53Xqdpzqik?V2jll5ENEb?#GufVuU*FPC?f*H-iGf5`( z-B4MmC?v6ssi@y@Y0aFu<;+8+9KOVQB6~<#-Y=s6CZ*4L&kPrLH0!f^BZ86-pEPc_ zzlavAlb1bQ(#@e7*E1386FsgvUxK6pq>B)qCYg2m)>0NU zDF&GsEp$ENF7VU!JYJSg?TKqe!VmxcjaY zF{bzN){)qH4L0uR+jKpBIbFP#_+zOi^1m8iW|EPN`!&Bf-SH@w#}LNDviKvQHwH4M zumLu~?AA6`I4KzylgB=eV}_n8?q)N5+vUJ9BGbzQI^ctrPcR(vjP?A(CGC>)t`FPk zvt=Cg>C==6puO2CuwFm#k6v)>T1pLBBuKJ+`r?JBR(fTWy(;qi6=Z@x?EQNLJk)!}7aOn0MI*y>5C!rz|*oI9;CoCfeG;l%>i&cFX8B-4sgn3seL zN^YI{1Bk3eb_5XRykK(Bf$}J1g9G~KwNeO}#FeloE-LUWQo%7|n$cc=K%a!k;-wDd z_q{;kt(B&HohGQLJ1>@cGxmi&*|b|7LI-} zAG8bj#uCtZr^UeSxgc7Z`Qp04y<1;l13ENz|HSGVKZU!m*mmUi+HxD}YEA=Aw_Vd1 zk%mV=5pz9n$kpCid(uv+PtR`~xdt`>9%IeX7ZdNPLrfDyicb`OYRJZyu7g6z-q#l5 zpwh}RIE6UbI%c%dA})8uA4%o2j~IL5oBiE0V8PSni;aqI_c1y1Q2{L>n&?7}L|Z5Hl9_kaXi_3UU{e;3fZs>hKXN~78c zuPOI&Ixta)^Oo4n(0G-H4j2PzyEZ7b(j{Pqs0sm}#9e>Uf4HKH*j6d{Aj`)DcJ}3yaX6<*420^>${WbpOgjAVtMp( zCW1ISz6CRn%r}+@ch5HLwmlZak{DWy*n`T!pnh+IFZb;}TklNZH;R729H>ZTwx;SP?nxR{xuMvCX%!s9n@z_w$AQJT*aLt@9>Q z6)$7AdY{vkuIDWxARyG4si(?P%eV4HmSe7f-kx|u#}m;J8M84_rJ&6pSgjUr!{+yk z#or9GG^kak(U37kC_E&dyfwrlX;VutQeB##g|LJsVFWwxiSb~R_GGNbH!_M5*MqPT zN($tx8ri`aRJ$2{V2@ye+5#tU)3I|V<(a0%I+K!Tip4qtF}hq~2`#Dg=+k4)_cr?r zoouQ52#90a=i^o|YGMCq5Ks}A0NsodExwjslW956%L({`a3 z);b?D=_oIyJC{xHbzc5aT(Y&>%N5U}u)}e4q~l4!X_1K4JL_(plat|hII_>0J;TUFY8ur z#lM+U&Y4`U;iK@?G&X$F<#XyKWEf58IAowPyiKbvs0?s(Daj&C!bX}55TUESNGM@m5X>&<+HVJ-o%k4^4+x3IyxN-_u@~)4c{|aY9rMp$FgEXj@;s zZU#f9($96Y*EziC@5y56ypF7V`ROnR2YHj0Hz+8zcb8Rv%R5j{6UBJEap;e!Y_ZV98C+Jx}fxu?H2u z^d}TVmu1)en$sX;K8eBJ&g;|o94yyA%He)6V{1wVp&)vJblON}7k))7P5KU(@DG<; z$6NJZag_FnMw;bO^R>Arg-#@pbfUV}Dz`#d^&*9}7AouqZ7t0@F=+{Byz5n84W7=Fz4H%p$D1s6r^g> z7bHEJ)9kMugp#}gFpxN#AFuLB`{7(8^S}Wdz0|B|w|=6JlQoqTqQBMqwT2w@cw_3E z+cqf*u78HC=bh6C17#GV;=Hb6zi9G3r16KnS?MUz_UB|?f6%#yB%Uc{a&U8J&jtp( zeyp$7M!4Z_KkNi}=lzv)z+*#TbmZ^g4}J(k`+NRxn=&pD2#GHa^LvZJ))7OEJzn3g za8-6OxPQi9Lt~K9At_fk+IThPf`B4JfEB$pwY|q{?Vael$%Eze0nw^*YNc-zduOHZ z{D4#2uYJrPHO_eZQ5G*Eq@h0tf1;Zk4Ge}2CA%VkaSF?%hlvTyk0Cc`tAVB_!| zqe*d!RJDt`q#XAHY=bWpnoTB}m7t9s^XR8)`@SFfpLUF7=(+|N5(-bA!A|IY5J_-z zM`Ehl~4i@AU4mR9oz3~<% zM+fpSFMNtX*q$w2Mjr;#B2CRN0wx$1xi4ld|_|HDo9#g3J_l8pL$=$ z^Xo9WvW`FSvvz0U-pZShs~aPkVDdB#y;3|)(Me}(6qH!Wdh>m+K8rVRC`Bo~AdU6@ z)vl+Sl|@Sg!d`XXg8;JQA=`n0`a*2!TM((+VYGtaOn~oq&hvXnhphXM?;Ybd$%irv ztgSrGRlvZJF42_|whE7= zqVwy&C*msP?JORs77sAnoSU(7*+1+Cx*L@fj!(ljF~rh3pAro6{omC6nI;V~V3H<- z)(kDAxBdSAJ#?VS$KUaO0gco?@ENE2$2T-Vfv?kT^DXekp0)*9H|^G1vlBTwFE~!s zzvNnQP;vhLfWYB=(fgLW^~vqHSn9adi>+wh6b#hY4rr*Iw(|r61BWZEEJWeFYv=v4 z+(63%l+48IY4K^v7s(~Pd$ITs%kxrAb7GKhdlI$_obP9as`z435*`O&mYoNvW}<*Q z1bqeuAyVIG2Em@D01009DmW?dABvtAs<&*tx3HSn!@60*lCKGS^|xo1v!NGPWG1`C zl~weaW6NS@#{n`yF4@zu2i<&N$L*Wv*m)@u9-i}YP!?JHi&<;mT+2hE<(*y^n zPnwtU$~N?r*ondi`F>7AnZv~u*79Twq3jD@SGx;XUI%`ANBvAfg3JCwL;^4Qhy--w z_&1KzZ?EgafL5&ic$b2F+iR(YVZMT;rHoz^s_Kr5w>Rf}o--~x5s@RNM;aLrz=%c? zS$Q73FF15hFu1%HZFt4A^7<6hA-d(#boCMT&3nq6vJ zHsx%1z0wFDB157H!_&6Tjn)O0r-rzQQm=McYk@`_pyCP<>X5!^)-;5p+rIna+^@SY zh}0*U5KGPOHCdC@}Y#3G!0$*5zBM$lYo2%TvKh_(L zf+BxuY;SWNM%}(-a_zNkK|pp_$ZlQE1DHGvJr*y{>e?1OH)ZsBCzIb|PdkAaP+EU; zl<|1c5SpY(Z4J0ItU&o-Lj)`NxBSt9;j8DCY|zzhAzFbpemIT5!{k=?{gyiS#jBrF z0*H;QRQE0$$3DFOns%+m$p#|IVQ9#cv_$kJ|}sRMTUH3 zbKTg^SU1n=^`of#r?DSuy5@=8eqI#&v;x*VM)yddBCVTEcrswOfur27`_LEsG9F zGxH#WypGGSfK+ze#;KM)M^WBZZm+gBws{z8i+9^~e;Yq%oFH;jL4n_#K}g_agq~iX zSYL-kZrTfx=k3;PZ-pAVc$CCUlm}~;%Bohxo_+udt0*dKb<%pGfp!b@;a;H3njPmsJSTDILC2(*Adq6kj&%LD^3=9J;Alt z>Q`agP5Z6x9?CfjDhz>zaM73UJz*@hK?EFfk5K1AKF6{b%|pptrc>SzaY|8{tl0pI zJ3^t}b>&I#{f9$cqahg(9JL2>oF$mj$)akwC1U39ApzolgT37G>VjIZV;tKfw(Q&vUfb+GzXs=REtIp%5Z;##IR>#(w(Vwgmv9$Al zl|_@gAQJMzo~8xu(6F=;Ta1=+wOtNCI^h-6D}94U3fEl5irll>51a22AcV{c(a;EZaN{J@%gn zi3RMZ3`Jc(mUZT9=RTSHN(-Cj)Cm};Kqp2=Ra+=)+$tP2>aRe{CQI3rlif1&=ehk7)K1MIAJF2^ayn?r#WDz$dv=#r55WtPL>q&Lr!&mx*8W>iGj zU<%uGWncex+gl**LX+5RrQN@;qJR^BwtiH6MP?ox3FQjka9`(J+u)tN5w?pABAZ11RmyXrgYmpX52Ea7>71aJ^i@G^Ln5KKAo3b9L)@CIG|Ac zZ!V$)?U*;XvL)ytx73{n8x)GtVr}Vnjl{D?G}NxcZ9GCCX-+1Xk5Jmb(^Yf$lw(AR|tm|%4 z@749XP}|i^I&$V4qRX#+lG32Knz~wOuu>Fv+-n>iO-n8UW!kvBe^)4DUL;Iw`xEXd~L* zSl^DP+BXqAPCVR?uem;nj?a}vWCwGZJDOL@4N|Ku)QIpL1^TwXAswV(R$5*93^#G^4asr^g?b#e!TYD5FsOq@LU^t0jzmwJJZcF z6ZEQBkbkGH#71VUEj-nARwRNyyld^)gVl+s?UtBW5S~?k%vJ;V65r+?+{#iFo z(Gr<_+cU<_*V9c|P+Gpi&7Rza%2cayRJ;h5S`-bOCxDsVu@fAA7`mIsC+$2%Eik(S z=u0O!pG1e01SHPzU(2;RdDv{6M_e*y+7oJ?s(GJk(%ee9ZtT`6TxauNMUg@*^-GOr zasE3FOCi((!@E{8f&h?33jY5H*Yh2@)r|EW_&-0D+Wr5qa#{s+HVmE{qmTXg7sUS` zv@BP@1OG++iLg5~$o>yZ30Q)`2k7kOTbVfWa(PhN)%?1bGdu6OeNC3qa+VS^IGhH; zOk|Z-mR?%5Sf(A12p3O=8?#F%{<&BC;{FO`0kT(pT5xPyy-*JoFIY5vjwzlM%`%*x z7oG@)jD5urLbpWs+4orIBT!SyV#}bb*(Pj)(Ht$hpKa>n<3Ol_jHN7FB> zxv&>LQ|jJ02(XB`oVG09bg{+zW12C^tW9}WmQ%ax7x_ZY(KjE$`l z=F=%m4x9d^vt9lFJ`&_ZfocMdU~vju%G>zYd%zDM8i64}uDfGf|NqV)7`S8NaZlL; zn;R1}+V`*f6ab75{6bCo*Zeg_yw&=fg&8~q$VTmbg4e2l$OgyPscN$&0l{}x>O7-Yul!*zz2_7#t7$PWA-k(Wr9{3e(i>tY4 zdgwY!aGYSdVI>kl%Xe_SIv>a<6G@c(aJ-n!kc)<8xchRN&GGhaZ7ZhP#V)QZJW78b zA?6@AN~VWB&5nv_xv{Z4jQrF_Dkn}fI&`%;*3s#)EH`QY{n$s4IxNV4;aEteV{|x( zE{rxzizMm#ek?S*K^n2T^0R4e-INgQrgvVWU%E2SX|zQHaV4|&J2Os!c+nH7((PTp zF(VdFAW$aBvlhO9cY5n5Mu3-i|62T#?2Y+hgzB_?W^+YT_Dx&Pmsa=wwyOMey^#WI zjmaiyWs)`ZK>|AY{i{B2*AY$b`tMjb2iHY~U7;bhecj->!v4rUkWT~lg{c%Wqldbw z**@h(#EaGw3wq;33{T_aIjgOWckbl_x)p5C{Ld>TsNc_YPWUZ9jm#7~I7PXZUQ_aN zg*cyIcu(niuEO1ke5{Bh6sF9DM9$T#-n?oocm+5sF6yqHr#?r>;W6SUUB8O}US^uN z|KdK(_d=?xz4Fz0?K8_uhH@S+XOY93;xBt9af{9os;eWJ@KCT-$x}wX9ed*YJKvXw ztquo|;r96&w2g6fn_g0D1|EO#fmiDVX4Mhr9{-iWcqwicCe4eoo?=u;*uXnlGhu@| z>~iVT?ku{t+G|%E#7o`@&9$Sq{W=o1noy;v8T9Z97>f=eRc>FSs*A}}t|Vu1RBI*j%S z#)_1RM!y1FN`e|ZP5PX)64~5`Z{uix;xFi*$3UM;`dK|L!^xs7s4}Q3_&Zw&nKLWu zHmQV=s#v2uLihpSlydWFa;@wX*;aYN%r$G!Wgp?k;z}uTC_p5CC`s;c^}o&uWK5Tz#Mo$P>{av#6~>dzh<-2 z5dPx)R3S!LJR)G~5owcgpJig3)ARbB9{ov+%j8z$(_*Uh#&-0N+r!RuydT0+9~CPR zf#mUgoa4@Jq!q;Y4!xD`304xlABjy><-r0;FczO7cQC_gbfEWTdG$sr3+CeKm+Mh@ z#N&E1f-oT+e%U3(H7f*qU>fZi-qZ4qe1^chAbi~mBo(ERck>O4G|7;`SMI`ZDIaWp z6wt~R!wS}msh(|pRDX;{+CD~yA+mWg(*L=s+P@@@b+!0yqZ;Yf>INIj7Zx@0)A?Lj zq}1o_56T%Aznf@E%GfebjRT`tz6mw8dOXIyI69MRtQdB2AQXWORO{NhecZftd9A_( zK|6&HP@elLvyGLgO#SeUsy9a8v2hF&g20iJ7#OYGH<=}zrQtS^;g(M1_j5>ec*e`LiQDt=tgby=bUD zJBbG@_eC*AF*gH$GXg8$OyX6KO-SJB33kAG_K`rfKr?O5sVlP|$xkUPqIxY=4&glg zG?CmYutcfPVTQN6P-lYO6WQ`&%jEL<+(pJ*c33q;0B`qV`6A4be;m>BDeG3|0Yi$8 zzMx1mu)wcRh9$~GTe({uqTAC;LE;4W~LT{yQ9U$NkgBxY-gOM#Z*`}b0@7Ep#rg@QZLTStq8ES6Kp-sXnqnN!`H=4u%kG z{Hp4-i=xDB=ah0-iG_C#iF{Jlix!~YCuMN5lhrsJU%db0iG#9WGpEl>rq+^b`qO!} z>q%WENOm~I4Gk=k6HGvZ5=KHlr)SNjX*)h7+S%a~9DgY8C3$g7G-fr*GEN~RAaZ9a zIQm>Y2adAD=4j6kcc!lAsT{R?xs?UhFR3@l ze-QoX&Cb%seNtG9JMPL*i>aYl3+7Q<%W_HD34NZ1Jr8%|dHZ0K?QObnY4qsTGP55a z6=s@{X0StioxmH|^qEd5$2c|JQ}De&88+G3@V)^!-CSk)bvbL2N20&$hU$r^N#*9R zX&O6HFH*W_)~G`iW1Z7Fxiop1zQLIf*}TAzXtl+)yuA1|?k_g1Cg+3My`^Wi zA0BA^1l%gtDpNbJH28tP>nHStPiz|eBE)MiP?s)BY(IMZIQAg?osM@KEq%Q%)~0Dh z?3r>lDzpP7R>T7 zswboJ$kZ{iHSaX#1?x!l(JFT!uZAI8gYj4P-W%w`0Xi8Wy+>a~kpw>0spA*ET#35i zy!zfeD)K&j{eYMpOIT*(bb~2^Uy@&OHhbJ}5tNaGg)|f(>^UIr3+7tr=pW9$-ojGB zBH!%a5E$o29Pq+$t~Xd&5b3I2HRYc&(^ad-B2IDPgyCG#;&8X@!|ubJ6*($|2ZeIu zN>^#iC#uWMZxMPPfY%=SO(C4x%A~2X_6O~mGE9hS+=@l++!hP<$-Sl)1gpr84~8pc zbLTr2;|_H$$3fSI*VGN)uB$KDy~c)YSO@lxwGt?5UX4tp!SS_H!zvQCTPdxtnF^2D z*Cx(?yar@gec$)w=qZm-)lf@5C7ZUm1UxIIbo;{dX6aQR72(*pCPuPTbLJY$;dOsV z{mdLoRT5Kr?0^}ZNtSMI(AOJshMdYl zU#(=iI+jqXcc-k-Y$m;jN4vz-UMV)kyQsOL&Dc7Z+-PFVR3wQWrM-vojup|F>;rCv ze!1kft9l&Y&BI4Q@xM@Vh@=Bn6M=)lq)SKNu zjEV{h<$gygC~ITuIA*f5$MdL9l5evL(Kn~g+i$zdOM#qow0+X8D>7BNsGiNm4YY)r?D20pBoRYNwIrC75duV zq;(VI(fq&-Oeo0;3skT$p@;K}@xAcg=rkc&+mC^QA$*Pv$}<4lnf&}Y*;_ySqV}s) zfG!W&jUrri>t$P3hDQ_g_3&>T(<#MXM*aa>ziceeW)bq;rw@Fhu?>u7Dy$%xa%WeU zJL?fNuBmAY*?7go$cTo)IDULIsi0${m#S z1>~b5(tZVXf)m@MoCvP5KH#IY%ioDHB zC=n*d!}u>deERs_V_QMRtcjoNx{l7WUT)1rlY;Fc=agM2km25yR}JUxa}OmB-aYgM zWPtk(!)6}=1;QlYZ6Ba;+!0I;iuQco%}!jX@s*^1g!XCZsV(|`f}C4hF%y?UJ+e4B zf{Le`x#WjgBlrUnD};Fi?BpdK@QsU6|HAzX(4;_fzM1l!s6mcS%#3R02K<>9-hQwm z*$D{=W7K!MR#fde6f@L6H8!1jViA~-9`dO=Qg}TfbFsu|L$$VEedy39rzBM@uz*)82aQA7Y3m@RrOA~H-LZxEF?h9S$C8w@oi6}{Mzxq@dcw_ zEbx=fB_wduR*^{Ugw|1oMUNuvF!l)n)!}T%H<#zn?2w3(t3JK6?anh)Oq#aGwL5Um zy&{;P@~TD1E`4ZN1=;ic>vLg=F8FUbbnjMxQTx*m@j#E1TU`q7Ut-sg@rrVYhJr+ZrCIWK0eycWdi& zXbR20He!n(+#@qEWM)a(`KS~Em*^1L;(a~VYZH1IUNIE=Ws#VkX;1NPEB2K-@9zK9 z5nxCfc=wt#F?03l#lk8HVj{RgcLL?I`hFrMkyqiF5d^j;$083ux0?|{9-``fD0y&klprg&1f8fNt?|N- zvQ!<4vq+0#(wn1krqTBD=_l!fOaQ_hR2J`*cPE*@wLiKueq%y(JCtMdx z#wCPGt`PfFTsN6G5ff`=*Ck5T zsfmA=+gSUT)9Qf_mB1)bn+Ajys&Jk#az$H~6*qdh%%}-gATmGwTH3l5tniy7!TxKb zsb4KNLEe3qPlq&-WZPZm?ra{HNon}jr{83>Cn5(4R0D_bBk9Yow2G!h#Wzk2{OJZvbIP;N}sT-CbB|FAvrf8y4-f`i+Us{K866mWQNnZ~j!tOMBxHG6JN|$S3~(pq_pcF1?u(Q=1nGu{Bgd z5&l=35pnIIp|dW920C|3)Zi8e@YCBVZpL{mQ1OT4c6QcHmdnk$LC|jDhj~Tz%{u9j zmal9)jpcR;#IO5TcNA&6= zAJ0#8U+Rsp|5%GoCq?|!uVi*im90J`dULKy^uxRP+RCBiHZ}G(h4fYFeuUcmsZ$AE z{ls2K;X;iV!pAlXYr7vY`!KYOOlFMir@{__b>wKjVEG4uaY>^=*@P*xK^O0L7`(?MVRM#p&_(# zu6X=TP8+RSEGq@g^?&@w@XmjjOYOB9uFx?T3E2uZ6>bPEXfA1#t&Xb9i+106)WuZy z;`(*2%FY`>N7`Mmz07)RRL_RgFMein79f%z)m1-&lB{e-(4B;eofAAs4Sr3E^w?cr zv8X#MdYpzxD1VeZ&-#o|XjS$A96X9ovG#R8e&|!ji&5k5@+{S#qO|%&ZM{tVG>=GG z2%Bk&Bt}Y(PRbsbS~3@_=#lN*Ke{dZ;@taF@1~Xy4cG%m-eg9!X3{N=p5%p)@*%r% z1Tm58O!UJr75xao{tK2H>FkxzmC*Cv1eRK|eU@D>!gviR$x{N!gGfa6QFoA0vsv^Z zJl|q-O0}I*Sq2h@zs=8OdFzU5_$O(eVE{Vzl>^6EoQQaP$f?C+6j-=agl=U>=_(i! zMueF4-&2szs_#uvwZx@2Zv4=5)-^rnn*5f($$=e zij*=J(vh-nFudIQCTMT0Cv2*+R;<{~){kf_jhZ`@6Q6!acXOS&$l$B(%D2ft&a8Z5 zd?F)L`!3yB@w+c6AlpdMFv_(-t0%j9cBr&IseeTP8Zzf{w64@kY&cF)A<^mCBBpNdm)e+weh~MVxi6jeU`$5z^^FPvegSHMEaXvV$vAG zo~{&=C}qzD(YGr3I5CW@j$W}~HhfTUbebS$N@m}*5GV5sMTIk8hTE77tl|yrCDoTp zr7tv}k%ph~)xNUAF<+~;o9JxPk9J4^mDxYLOr--2u63VcyC?*tt5x+VjHF=^m9a`UoFV7{Mohi|^H7an?q z`QBS~iO!ODTHhI!N*CL0iTmYl?Qk{igXJ@9mZw0Ru7}IFCV6Ftcc2m3Yw4Prih?V1 z%8~e9{aQ?tr%$Dn)x+T4(`W}~Uc!8ugy_+{!=MuiaM=bYrb!z8;UJ1vX=1N;~Qcef;NB(SV%)bcJ`{nqI{o-6fF} zLxIvPKmFr}-z4FSn{4rzV{!zk@4ry}5+ChJ5T(RrGQ*_hllHKsW_rdsQ>FDrK9`B! zOBiDWPEfWn9SN6cQztgAW2K)x9Sey4#$Yxk>E%`(5Ox$(gh{6H)+qb5w@Yn4NcO@g zDa}iRC>6HDIaCsXdDYJ>Sl~S( zOrR`JU$sv^Mkziw5SQz9M9v!%FhnqwcWcva>R7Zi-5azq4)sdBFlErV^-uQNPd{^B zoP8(yLg6K89R-M?7FqQqwr21HV*jbOsHuM$vEVc7ai_4waj^Dk5j~NbRH`R>h>)!I zOKY5A)LyB_!A?_*lN!u~aY3{L3coPNo~7dg!NeXFuL4-3Pw)G@)G~X9xQZRJ?LCTf zA~mOJ-t7;Sp_hh{Ge1N{BvLga7KoSWLlZ7)f^&P*Q@NtKSAy&w<2VUv6Eit9qEC<1 zxg%@}!CtO>>n9L2uXHdnnkci3ueGei3(F=-)n6E!)MgvJ(6n&ig6t1H}AKVrSPF}w8E zIEe`5UV&Y(K)XcpLf7yNtf(9W_kyzM4o z&PafBWYUV!59cgdcWMR$;$QRNl~8zx##zm%Ri@)|zUN8HKpS4~^1Upmj|85G6WFGy z-Dzb9rH(2FdfmIy^Xop|R|TyV0*jrl!%b2)x7*cIThdLB!#DaBGLv`V^FJsbs9o_^JiS&3Ny1V4UU5}{xV5SKS}0A+ ztKV$=oc)6(GcSUWko~90$+y>`sK{#L4#9UT0(|=z^r1?}^UCAP&|5@L3_C1@?45Ji zsLkai_fx-ut|pnSbZ7sZ8PCFvX(^pp5WTn)KaF1}PP0Jn>1-PB8OVmHne9PO+>6A;)1Im6Ph+cQX2m%RJmN8ialgbhw zwN*P*Gx^st<<(-XUzl6V&{tGI_<1U~&)GcrO@8bkAqK&tLsMRYtxgtgjY|azS2F~G zL{yQ7qJxnl;*NExRFan2r1(o0Oc_En-T}?Gw(>oQ@U5~^+J_15hE()#_ z_B07ddF=0rwWnfc?`x(#o3mg4$tVneu**yVKi`R}fw&h{cR}Nv4?IvL2(9uq7<1k? zHv^eb0{VAme6#=Y$uV;VST(H3Fv)2~6GBcGe{a?(X{0N`yxFV%Q2r=rttbeQ62r8~ z2GAtV`zh1_y}bkFAW#Qj1_Lr|Q}IM+ShGwmmQ~UO8vGo{1Qm9cHgP*rW|$=e@z{P+ z2^F2(781_^CZ6oNnE#e9u1B#ka~ZSYD3`a%+@|dP{zq4dB42nZp(o}W*}oE938A;s zR96mPk}21I3EnrAD-!MEjd!K7V|}U-&1|*U{_Bt7U_P?wPrmKn$d|;{Ma(Q_2|@CY z0pLCMt~QVByNcLnrQb5~d0IVjui7s2N!#33nYLLHh$W0XSYW^qNscFk%}$mtP0{c7 zRD2)8AKOdOZG1H7@RP~@+U6qd#ln=DJQ?b@G5K_E!Im(&yL{Cvpf(=HMt0w}O<5n7 z)u?v#PX15264Yq;rKmSwd6(w#8&)5qHbs1fU^gv>R0E1CBPyYUNvOB9kPhg&o-HZx zGyAxLiR{Hdadg;_SDKk&<7Q@b822-4>hLg#U(a3&dtfxl%U13v0t~j*dF`&=6XR~C zR}_egWjqqTql=C6kgOfGk77+;jpeK{FRh4r6(VZCDgoQJDm8E`*UKyt8?8bKtxgf>(E^M3mqTY$Uz# zLH`$_PvJpLFCda-gWZ&mdi1q5*N?peR;?MuixvPQSmL4<$o!-6+NVHn&~}zm{`Qxn zPJ4nzegF1ZS}FjP8--E+ui^#dvnx(s1EgRB+B>Eb9nTp1N6q-(Kuv<)O6y?(OJLFu zQvJWnfAe|#yRpoF61&R{e|IBnFoaWYGBg+e+v-j%son9-<`rH7`|M&iR}`KOWD-0- z?ZgvctFshHQ{^}t_H@1!;i50;Z7oC<#JIjb%G)f+E+}17pM3v~nwS9<(anl9pI);K zMEQ>vkbI9#O{n3+gEfhw{N8Ep2QA1U_lX-W7RGs+J27W$LQ>cFE%pXgyCf?i$LrnW zI*MZX{h|<$@{Qn3*HkHLN^fuEmEFi(NNq>XGvTG@IOU&@OGmx!M;PFWZrPxVwbYRQ zX+AuSth*AHf6OfkXs^(lfWWiJlwje!XjJX34ZXM0d1K!}3uSbp>dCwwub#e9rk0)# z_Ov$0x;W0WG~c@|f1_hBx6h|fyVrQ91fj>x);=^76(m7){jF{E~@X>BuyD`qY{D<=N@*w-zW<;Y0J&_fU-2=FRX32OY0f z_?!ahBy_Uw1Ourpb9hS7%AGY2Hr;d)(!4!b9n(Lp`!L{e)GwkZn0;F#+qXTHcPi1i zcDe8@Mqki26kkp+MJL#yq;>VH-C>aE4M%r#Q$A1S5qaZ8a4Vn8Qh=B~1EPU)t$>Wj zD@&Sa5i7f{kyBt)u`P@yh?Wt8_2{95*(dC2!Mk}{W&u-M&Mt0Y- zS(z@ITXp=e+!m*$VpvvfWtpzieFo~_M$D>nne zF#pyZvNO0Sz!eeGo4XMNM`fj~VOQ}nw?35n;#))N?-Te1(hCo0Lt-f877%W9W;<_6 zZkgVgLttRLh_4cQjy^c|rL=D=jr6ro^2AaqN|9FcOB~8%t{W9^-$gXOUV*&KW*jxR z7yThz7xohzcnvJerS~`qBCcT-Ja0oJvAGREU<|bw5=K^6mXSoXpmSkaU*ZLKF^pc7 zpVPgxZS1%-ZZDY?XF>f&{askzk|(@_Chx?sK2Y~5OzxplNlg3i+ko)Nqr2ndJhU5b zJpu@Q*HYJI6$lHMAh12#7tULz^EwMLCmzNgb;~EQTuwtJ zxBCpscgG>*JS0o5DfF9vQC)M~Lce^YbxHRY+ro%`l(xcpHt0hY2?P+%yAvdGRIQ6^ zIgVEWC@bxvIYQrA2(Jb+5}{}_EghUQb}3)(!9RCEQhI2^5QrUcq=dI#uv&RP-w=mL zN%}eeH#{&+=+^L-nX)O|`a!I{i9iYGfUXaE8Xc+-!)_H!;^mM7^5&cOQ~2VKA1cpC zPRAA_7Z@N8Asg>&S;m~cYzjNoFeN9gY=Q#QQn}C)JS0=o;xq)ZNin6)v(07^)AG?k zMI8|BKHafQK2?`2e)Ju7RGLW4XVFQM*tpE}vy4AIV4=ZyfWA)hMgluW+Yyc{E=L9# zu=ZK`a>Rpn`UDlX$G@+ua82NuX0l0C(bJN&Ef}`0_C2=escOj|pC@KNp<=f1U{J|4 z4`NuA?T@SAdXjhm$fna^AO>@yIX-%X$`|~Z>Me~F%_k!AAN#meAtRGC$^)NR3C-;o z$pku1YO6UZScOl%Lt*<@G*wVKp28l*sE;p6Fv_H{;!pz(_&C?lfD(p%ybB>}w(DZVV zJ&ct49guK<+DR7JAn5El5y%Pc-oD*Men4=z)QWxK?@oyF;+r&r4Iy1YLRbO@w7GkW z*e6PXNZ>>YV&M7^MlD4|HQ-J%z zx@;199!rUAZ9bH+x#*8_ZaU#|i`}f-Yo4m#SoU=yWD65>11lqHYd6+@GW+nKJJ8DB;Or*+F=B~`Rr^IP|yvm z&=Yicr2T)s*P4U#fZtRb&K=ft4;q5KC&N+qUpM!7RZa& z^a8eNQ8}uuvw+=lA(9z1GUbGlL$8n~-pP7+8~SW#DlapYb(on!{-Nty@Ol5m?gtIY z5A49go%VaTp@?06u|%srYkgAeq#zR=|Fki;*S`$}e0v-Uqb88fxm`dW9D~;BL1T0V z2`RHU%mun)3P)%@Rub){b*XQf=9BY_DlXsRjrUbi?RqwS3^U%rMr%S0C0J<^wI(VPqdT<%g2#X%kgze>)(&k=tgX)GID*)cY3_!H`I|B{VM~f+>f(BVWp+vt7ff&+N6p-KCxFx^{wm( zO-e8o|BVzL?ACql$~Vi+Xa^5`H;Nl;iZ0)t!th+bH@xZ-vDXrJp#zl?sLp(j`cMrT zj0N#)+svgO8==OnkUBZVqZe&EUybv;^q#n;R}-3X2H%qipgA>b7AkgPoTH`RF5rd8 zFDTS}O|vup4r(9(+ecj%h3WFX3kv_7sxGv>oGLNCDEA>>!?aU^ao|vJU-eALZiVVS zdXk4{oSq%Pu9iZh#a1^ZI$WZABrL}z+T!IO>K;*?s>G=fLD}4go<$5Add@Z#IgH|I z-3Ml266M4DKLD>5?DL-SFRV8i^f}dpEWNSyy<1(R;c|= zT~k+5O*)l>U03HGrhz5H-ZZH|AF&pKB_zQLo~vfmZxq;IMBd5^+FFbIQ+Y#q(Mq%H zFPo|F91Zkl=1(twL)%&up8>V+EK6L(c)iSa;}Ihr2ZzT`mbYCLW`~;jb=F>GHA74Y zwqN4erzmOy&1=1sbHuDOb4*V%`^wC|gVr1TCIm=kVmP55{{ZN|?G#k)`L;2`N}_0B zksft4Lc{PnI>9hfw;(k9m9WU)+}|pRW=hPP%&Yp+)Xp_s5oTdsUf1NE+m;T%*~&~p z-M`28XRudcpGla>x(*^A?^?oeRyMzX@W{$1k@3(CD0^jR8Hq!!&nLgJz=WpzQo&)@ zoMhn}%1J9$)mJ+9N#gAljrcL(C;aZ6UpOtfYWeeT=*&-BzNIG1NsO(VzqsXJY z>cvLieT`~8?><}2PLFPh3Glse;Z$GWb~W<$_J&&Xv!*`Evj+{~fLP|M zc)5-1CS4`+%3XocMPgW_ObWuaAKv+%&j$yP&w^n$`oK1!3|PQ|D4ub0W}W z0E*v+uks`m{pb5%zrh?(%v$z9d715Xs$;0Msq1CF2E3F>L0_LhlV3F6E`se0HH>@H zsk=Ogck{bM#|g`sKaLkwlO2JY|KQQ`L0WxS%m!M10OlcgGjm`wq3P+Y9j%u%?`sgpMD!9+?^cV zoTh&HkH>+QcX&~Sb{Yrytc!L`du1d9=PQ2y1O)ei&*HlO^q4<7k^w2`Y!aNDcNqD< z(t^L;H3bha)8M1am?j(aY=M9Ihp+(!0Ja%H>i&OrQ0IK#ZvBt_0sXVUoRE)lZ~lIV z)8}m;I_jTaH2_((-2E#4=Rm~YmF|GDo}zT)KA1oM+&$wih7CVX|M<{{2j{}5_uJ86 zS4*L^XZ9EUpMwo1s^LN^)zZkd9KTX!JOWTIWky7TWUG5&*BHhwmtPvgB>&ONT9&D; zGuV@ue9Uw1l^yndj*^ro?61X&zqG5;|5i9#5L=QpCxz_D8Yp}N#sr+IvMF-%YS_5R zG~3G#&I63gAt!MmY@h_tElex|fu@bxOgTO@Y^@p{-eFd^uoh=kSaPWR+=AnKl&qas zV5U3s4?6-%a|1#4F3@5M4JwUWSsAJ|lhy>F>!ucMN#7vFmaZn)ix9^|>Wd7nu6=xx zaB`$h&3wd+)`^Q!z$HKruT0H6Wg8rqI>HJG^N^U-gI#-D`eReT(bU1t;PkeRFy?L29 z^?KNvVu`3Ru9VL%yyorVSUTX;+bUy6Uz5cV(bo=r`_rkdC9>K4t~rZZ_h4TH3%#if z?Id-jjowJ4^GjZC`S?dNi>)rTzf$5fcT`Th?nxkDl+<304%8w=Y`hJhni7eV9UD8J z*yQN0Z~CHw)_k#i(i?%W`YKKi|=p!jEjry2c_Hfjo0D2`FQV zf)T)(Cg1JFzC>11uJQUBcW90b;t1hVBlMYX#8CdD1!yN>q_CeHpAOmP#GOgtc{`4X ziRnahjJR8{9BgK)G=(~*HI;Jf(=S)6xYx)Dx_Fj9i*XjYr16=GS%k8-GVTRxblJwU(h6H6{!I~t@?614ij?cYdQRJGVbAJj=*VG0J4pFPCUmin6K%i5 z<&UwFIcUOYtz5j<#?{0_TlGimbzW>6QP-D&?{_$GyUpO!frZ0l%|uw!!iv;j#v(p? zDQWv^^I)cZerIFb`K!L|dA@lO|C+i5vhnb5`Cg^^Q;xb#@n1=x-u&!Edce6!AY@jp7Mtd79^r!jL|sVuMn-n^dVF8%++;= ziOjto3A)KNB4f~!@P5r<&u6?H4LhDslvcbIFq35t1HW?m1%|}#@|zTEpD=S$A9V*r zu6S<+Z5S9WV@Y|2(c5jr2cp`;2)%%9NRr%#4MD?YEk$A7sz-yG$S)+%QO$M+?_%;g zlOYi{NS@>#Zb5p1a`8>l*Y}^A`>datJ%g8<89mTMP#W2N$ovQ|-27D+y8)a6isJC8 za2bYR{uiMbi42R11l8`9Asu|5&nF0nkTX_mzGn zF}|VJBq_DWmqjN8yuV+HYi!3K|E9=;(uQN4V?O4<*T_9}K1W&kF7R0oC@NX`;*`IW zRzQ_%KFX0{$ zs8{}<@viIC{bVJH;T3NCUm~Q`D){)LpEK2lGQD$(m(7sPUS+#HT5gg`xoFIn^NoRg zs1MV_HQ5g}ExVpAT400*%~IFIzE0J#P|?2R!gwjfG-8-%tasUyDu9ZAU#HG&s`d1C zF~6|(ro8kr{nTWpe(`Ymo-jqCN9bSaU3PINyYa1+D`Ex_Ni|9RNJDKFe9tzQq0P| zNTYQM#P7&ZSs;TyyxR@BU*BW4OovWwgLQ8|GT|$CE`0jn7e*k!6KFVTsQY(5CU#wv z2VtQN8-H+;iM23pY>rKBbSvu=jquv{aG}j1ln#BKA^($bOs}!|an{}}^EhO5vhS;W zY0XIXAShMPtlXZukNQ)-#C-P99!Bc&w*}$1x5-YsHJQ5J`;wbi;av1siH=dcXYi`l z4G0?)oc10n$Zsawa~_Mxvx)xJkMnKHM=>f(GszdU}RLAGGYa2 z)iqKXXSC9g4@=yhwv zMNh6b=VebdUpF;Na)=cr`{Af(hVck}(mX%or z7o_{sJiau%>Rt7g)?6-6{UKx{;Q&JaRcu3+^4ri)H}kHTNoC{CFf9nY&Q5j|%sus4 z!XxZ+IH~9}nRgr*+g?{h1ZS;M?5M3lY>;O$yus*5{2^aZCtdRJfRKccG5{u`$bILu zkmvC*#^!KTWK!XAxUnggm3iZX6Mkh;eu0$%yJc=(jB99HLcYXU=WGJKc}!AAuueXT zQMyzqWD(DFXHc+L&ZpltX;S++%Gh`6;v2(T+5nFym=#>7F(hP8-h~S4r|_=QhVbs}@1tKBW{t zB;%+uS|t;u_-4Yd2q2xluU9`=&hVzLnEU!&6f=@t3@%h)<>41}Urea>9WnpPXn;?T zBkj@GsLKv2{iXCkSQ4w#3ju=(q2I>lIm@<*OI4eT?k_}KmNRiizV4A3(TYAxt}~?= zl{leZi>=ZE|5i-fQ6T}F)fdZ|5Fr1ptOF`&$t>FWWlqSjW5}?iKB?ph2fZsrd#mAh zp6InF$=ph|gc?np(~$RWzdFJM_g=xdqd7c!%>>`6}xikdqV&3CE@QB<_1D5)@ji*E?Q zE{;xP8UI9U5W0Qv^Ok$2o#OK!KVN~`xIZ5{-RJ0TJ8iI6^j9T%}Jfk;eA$P zbHBX2{QZgCeqR}gm4qdYqipyywp&g~pu{H?sl*uQ_Ksy6n_rh=f9{TQa0F6nerp|7 z@Sqitc&^{6g}~sSArFeT$Tx74mR_TKQM%rg{swd!G((JTH=GjR zQqn)YHA#nX^k1@Zn(mOUcunL{D>qRBYq_)IThzIdq=yM-}oRa)iA)4I#V~MhOQ6 z_&T|6FBQIg8&dIjaHZQsasHVSv&rL%5cHp&{5{niC@B%kr|g12kF_T_>CyVXep$k{ zeI$V}8gtR~NM*j#JQ7*>hIPJW(uiqtPR!gMSlasb02Jj=^^4zCrt}soxR)I=pLaXA z0cd4T^9pc+!1!_;ae}1L#xDJ?omT8~i7;yK0knd3KonR{0nDzf=0ZwRaT8mX=1M;5 z=jB<~jF1A%pjTUxFh|jl){F7a%%2;g&fzrx7|oVxES$3B6_WP37N^`YU>))h0H(d| z!COW&QY54%4F8I#5Fe}uU2dM%zthQ@VC(1Pn|+U#!VJH$84()WQMzt)TV9Sx$r77f zWWHA<$L^$lj}j)?HX6!GjxEvl_UG|1?HsLda^196JFRH6?2E!mQL_DvTY{Irk%!PXK6c#=;fVoPS<;Ig+ zVBl|VqdSm=8j5F#5>3~OnO!w;0?1GfX$?Sdi; ze&ZN>Z9iY;FDO`$@kP@+&aeYnb5#uCmv<5h^hJ%#)95eBAVatcF*Gxj*nq$Nd)v$e z3nMml3p-#1YoJsv|KC>m!uGSNh;T4;r{}9Q$N!8C_%Ou;=enKOI=RSsE)B$KAzAy``@j<#%Ke^2!0fi&V}_xwl=r4A z?+YnDDyC0+ploF^IV9weg;w;)Gbax9e)HDSnOidB?+|=Jg^cFrQdidvJk5FzE~p^b zYNt2*6{q`1 zZp4r3;K+TLa_%MUO~u_lIRNsrL>cXuTBQ>r=XypjN68*C^wgw3$Gmfg(l~WJ&pEm_ zgh{Ct4Y3@8z_iUIn})>$GrEt9#2w|=tI_=v%h7G6rqMtB!6TM8=(T&wzLR(z4?WGr zS}WA=yktgga_?HYa&gsy6$dCs`fi60Q`T)+2mV5W}_h4er zKjDbr_(B*r9o}mbx8)mgYZB40=)9-p2#)m3m`So>^xvfoJctKe35V}KNF+cxOD z+}FPaCGzDC6-Mp#rU@}qX=tBSUOH&WYd%v0z*L{MJTA-K4WJe9ZURgFjfBgbrodxG zV~F*MYCU)~#m`AhZ-3eRlYURgvLNuIYB92*qah2n%L1 zrx+wL7e0_TWJ}+;Lb9kNr8vu(w3+7G)GxCuRNS2;&cb;4IczJ{{HDzBjAAm1`NyWj z{0F(*Et;N1Oyg-cXd)k-q*G3%NW9G_XvoKprVrvi00)_df6E3jSYv8Ii4It)ug~^{ z9o*q*y(?;wQD;E*GJ*0s1#WO)5#6O-*dtLVQ)}4Phm7qQ<%KBmG18>~tk+Chz#VJT z-_=2(cbg=0M?YYp5x&~#EK z`gWR%f4O{DXnM;X&5yn!?egAVz5tbK2Nh6|h^XM0-ur6-?j2B;%=FwPl#5rP@agE~ z&Ulmke9%z75h1YK3Qz%*#8xZY$0}q`CGZYfEMaU;tS+mPG|J`I>u*#bst?*{7ncr} zBje&*Ry2e#viJ}58f4NRXg6p~KXdjGA_5fBxU?G^NA3kwG#~$(nI(TJ9Amf}9IrCH z@;pZ6I#V1UxmUwk)9EaC!>t1MMg~jr_6~B50d|>4d?WT>269}!G$z9`mgBfi(NWk@OIr#P|J3OnD&NK zRI4`P#$|o!c+VTs9^1%`&4GN2*7){1l%)~pUG`VN1Q~n7Gc6ABL5Ozq))l;E!@IPg?*9FwlOfw3d=eW@nbgWx0%R4D zmZGrh&WH1ZxD>aoj{(nqa1y+R{uH?8pwgJf3;44cb$e>9fU78B{mdYZ-1ORPo?!nD8xn@sLVB0B zs3!(jXOnj9-IDexEJz>?0J!}4uvkH^%dL|5P)v%+XI+zP7CCK%T%(suc~cDasqWwz zLXL@5`67@GoybyYLlF_zE?%dA+vcn#POUL#F6elen`ubuT8dADgeYLMGxUWa_mCHk zJBJBj2UH}sJ6mRYrumjQbIoH7I=}CWhq1jrE@fn+&D21_`MD6AS+8v$& zkge=PoJWZCxYP}Rs>VoFVCN~I5H6gDQ?tSruch>>iA||Kw3c!_3WZ6dclKWzQhEE$ zDOuwryE~WC@U5gqzmi79&gxoD&*Yv*?$yg7Qqsdxclwdtvq)_Xz)X4o>bT4VPh*7_ zg1E>k;=($jZi0pL8NGn-!xz5b2Ro6 z018=8Yb3dA!&x+|4l#DL#1P}pUI>h2uIn9k4NxEiKogE>_M zR#zZ^PS@XB?bCzt3^=3esn7P@**vjdTQaU<)BVd2Uzp!w>AvC(XiNF=acJ#K*(-&A zAH(qBnoaVaKP&jQ56`H677sdu2>Nn)+5lmQ8K0KV_6PhT9v{^~ACBdM;3ex61lF)c zp7^o(m+dLyO~dD_*xxL%e~RQUXC_^;;?L|(r3L;NB3N*5WVc9fRUZd@(b-;KdJ@O& zB++T*6H1ca{eD7k?_;Gvb|5X5Eu%)jxZ3}H)}isNgY}3xKK+NGN*rzj4%#})e11H8 zjzIl(|MU*i#G64mZ62bsZ4SHCHmYk}pnu72&u@W!5exm2aJi?Xz>!D@ZYonN*xfpj zBaQ=1f#uBf4U$WkT7RZd;Io^#T-Ja%D)xv*6L?%N=4-Z{xkt!QFbvS zqMoqwsMDb2C)XTt?aru>cGl2+cv*&y2B)T(u3F{%c>Z$0Zd8YxdKinp^WIEX<#yuF zN22DX9dEuY!J+loA^%y_|LVE~$b<}#Qkd)~J1Eg|(o&2H^~{LE9{Ie6waz-zo>&)P zl1?=2J!VIvI~|vUzxYg=#{drc%_EgHbQDJ3b$Zp{BZtVV$woH&@jr;kZ89V%ZfEZc zaKNYKR||~oMl<*0eiWG(AIVNy(t*vgH4=LP9rSMWf2sH@&-N`!XEUXmO?%L6zlX|K zC7zZKz0TD#)X5ht5&@EEn`&HsRB-+`emCRwWyuHRxa7uUf5?X3g@2nzHUG+_3)^jF z*hLq{R7LI8q_RHC?zHjhAd2)ssFywQ7pRN`ZDXpU1hARt9*~}h=muf!FH9|NCh3nW zK%T{t0QOgHYM}13DH3GYkueuF^yffx{Y$gF2<~{6u_5up~q!)_OIaR42FO z_)yl){he=^gO1dt<6Eb$!FpYt!YLpan?5>;JKII*?_cV#L%#$>^#D-Sw?uZ}j-o1o z;nnV#shi*-bNRJ6caE%XCWHefi5ezSlf?R4szVH-bbo^;9?<8S-_#OuDGV*NN3hSA z`;tyw6!)Cy zIL!xHqW>;96|zE9Yxy*B{qQxOG1DeK}S{$HD@CF@y9 z{>hf|)JyTEQ?zzXMEX;8k*dkvpH1N-D}?+b zHM-(}p;m~dTlTLc0YlcmGZ0TPfstG}$c&}^^L2#Tsf_g&PFZpvnT8k~qiNIAu6!Di z%1mfiAJQuCQM60?Ul&mv+Aj`{*8w8B18B#=rQmT)!QfIVD5WL|m-kOvF0rVM`+GJr*khb0| zbSf+#_m=l@%d=QoYBrnSt`JoP-tXT3bgxh$Sox&laPMO#b`LPI|5ckXuIcJTdP99heiZ`MwOv}sJYxYl80im^(ia%elS$@H;80e0N5N8^E&u3lBsyhW<9n1dR?+Xeie}uGc+CnP?LLN`iSWj<^^l-s9kD@}(nJ2so?h?nC2lv^Q;BWHg%Sz^%j(a05G+yj?qeQ`>66$WYz21Jwt}faIVQ_di}TrdV8rT1AYbtSlULWFCwY z;E#Uj<2KVUP3P*)mt7v=+stL&%+kCJHg~>F!Mhj=BCJhe(y3js-^?}RB)!txCmE5N z&!%5u6zo+E!R8;*a{lhL->vFviiTM?UKy2bA^90B=lXG4jq()|8W?s(8A z0MKf`nK1y9V55s>^wNGy=rTOLm_Vtnr@BJQZO+1)gh5EFECg?0spwUzX;7rO$Q!{( zb4}NR^Uf&FrKp1s1vq5h?KdqoqHT_LbLzFlENMs4haCqDQ#Xz`<>ib!hmSeTei{0j zU&&^^rriVF?A!;H%3rR+uO2n0&2DYYdwlqAecAWW z&w1fRaDnN;V0hee5i?EVv|x5xm#o&+nF8N<*cVgEBJ?x!lg4&(n`G~ z{1Fo>LO79Zw);aF$fnV3Tp{Fq#5ZaWE7Ac8vZ6x5Cpp&ff+Yi5VRg-;D>o!@$5Dfm z3v7+l)l^DYv zDNTk~68GlfP=_<~ZDc9VOxw$IpS^DQ1P6Fi zkqr;D59r@1_*Iq8;h|kyfF8p=#+J4$zboDPls0c@-lC=-w|WLm?G>x_M4!^=k7~iN#Z_JZ?Jk__ax{kO8{&nWFSOgL#!=E5cQGNf$|Q zUBn+$%cLb1VjypYl`!|IWwvT9bX!d9hHea)_%@JDPxBv;I1%uHZ;mrkuDsqyj zvy#NM_>kbp6}9s8I7lZUr=#0v;h{Rr%TP>oEyc_EnIQo*{&1t1@I>ld^K3gxF4ag8 z3Cy%H*nD$w;#kr9mw=0fvLqPc8|%yu=X>axjm5JS>gURjk(aeaD=0sVg*obUMS9z72A<`pZ z#^HmuOC?pJyYDEw2# zfP9|*T=o61Pj16k&1MT4ZuW#%W7+PDE@H;Lbk7&GBq_>SPr2*b9r?)~Wf7Vh9+g0_s53Gla(KD!lJR+LJwl1 zIlvPb8DXL@u@9GOgc`awIWARS2Ig;dXiesNJ2qQ577C7j-w@6JQNCezd4AlkNKzq{ zSj=dTy%v-XcPm+GpPZOy`0Y+|<-8#5TTn)7ygVlVbI=;{mTlT1&x-o+aK!s#!bfKY z#dxcwE*%Oa2+hbPCv#TMVBS|8_-Ec~(P`Tsa+(DS9!?wIO!+@n>M`Br1`7Oa0(jr; zC$(M7&m26?9FF{1Ubd^%!<|VUzSoz_qO^L8rq)_Dx{cEGu3iS#r15y2fd!z}WJK!p zn&&pt*bpuf1h*1Y$fbpX@vusSyaIaVvUhh%ZbyQ;hV4<&xd zQnz&5)P2u?oX_QhQMazCJZZd|lFQ#Yh3-hmi(s3t@1pQ%s6XswsGq+qoZp-~DRQts zn|07Rn*xUfKcz&$Pv1h64^Z2k(6HRuRuVj4@Se>EsQh=uS)An^mV&tEQvoB8b1{X+gMYH&)e=Jm9Q{4CLV`~WWqrNH7qU!v=`FVsorCjKy0Q3t zF|j)n#0K8xn332b2K^vy_V!3&laGg9y|so(v}Msp{K+0c9&vjM41+uzw#PFoh-cM+ zl@hWa-yr^szx5>-q|I^pVsXib_qLLqYz<)C(9fmDVlYhv7PE3t&OW4DV53;hS zl1`VXoz^=k!Z8nqN0QU0e{9mQG%VjJ>Dw(&zCk8;{^sc4;A);7JNRx|29T3Zd+@TR z+sXKBdGblYAO=qRCQv?OkGXC=4JPt};lb9N%ifOm?d4?1O7{{+{JER+c)s?y;C{=4 zr6hK~?fA-L{@t3TDJw;CHzsqHCYrHp?xuraaQmLQr3*k3h~67r#U}LdPrB$I*eKw0 zdFI*>-$SU&$W6V7(*YJBG9CJC!1pffCTOkj;U|Y+5tpA z4Hi&ll%WCcc>&PpDfDl}ZiOf1*-uJLUlRw{4Y}>wE+w(mo6BX(VlssnlNn~n%o2vS zrBap*p=Fr=ZK-iVzp&V_%et5L>I3*Ur|k2#$2=faZNI&n&pHcul2B9$AJ)%b!f*dz zdLj-hkL`)GW!5AB-~vP2z`e4uj(cS@D>aMRLN^J8E)J+&h3xXSfa!M(*Y17j3#DD&Lsx z|17OviPqrLKmUgMU{CGSzg_^uHp-`3;F+Cy-_sRH+H-Ve)zo6ZU7$urF1m8Pq@Z9J zG5gXtU@7!Pqr+-Do+Yk2^=q&MFJvxRp>fK?H`k%FLREHWd>6k<6rJT-CClz$f~Fpf z8AB;r(NIf91}b^&;A@TzW#d{g;W0S>jw1&Rrl)FB>dyJ33s4OjGtI$Xu@~%P5xE`~ zJ9aPtbw*|(h2K|b^ZTPufnzd@dJM{E!&I0O!nXcCc=TN8%vOkdkd|3U-4$@5n!iM< zS~efBjQ>))!LF!1xkHa~nF}f}%y2jKWD*!m`xRMR58hxbN;*g__MHe3c8Td@6YTWG zlw+0FH00MW(J|l-N?mIwZ(4Xyu(TbW=YAC{{!rCsb90FZUGlQ=Y(=Zu;1yGvW>N!3 zR-;{IO3$!wD!H!)gQ#l?ae@IV2@n~tRu;{Q=mDq$rI#tn?wx?Z}mLd5a zs^=__9}U0_7Fw`M+IG4}Y=ti3AWsOL{ zE~!6G&bvU(8kWQJAeoiSQ-D$b2Y^-eQW08eUW=V8`RBYKeT;<8+8nTCG$>RkvA43T zR%uF-q*Z#moAdeB?c!D*h*?i5BX6VKK$P9%*-lU1%}A_)N#?#P-s*4BvXI#^<%1ax z0nkHWU+B9#ua#GeC#A0HHg{ejdg&n_OF6wt4=yH90%JP8aiQH5VPQ8Ea&P z8_JRhgpJbE7Y)qN-3Vb+!;p@TCu9j%hIl=@YMxfTMa>Kofo1%w@fD8OcV9_FE0ARD zoN~5;Mk78W_7&}O;DwDZ^;Ea#qvv6h=b@75UP#NhNfdh(PfpMBp?i22*QfK*w`YOy z2&%~pz(7XKrUAkTRc~;pt55;~W(Dv&l{X8wnze2`Z7!q~dHWuU$1dWIkS^w8t6v+G z`wW?<^LQ6VT_G{IdqL;7^@p_{+d6lN8zsgF9|-Y5Bm&6MfF=g0g(OIj4#H3FBx}ui zoopEHjjlQmuUPu#H|BeDFD=Wj=2ce+8=EyihKA5v_~lu;c(Wqzo!@SX2MH&*bPaS? zJ5LrYF>8cN9PHIq!}JkZa){5)i{?5z5TQf z!ku_E^Q!^@tNk;tJXXkz!sI;2#_&|CP>3a>+F8|Je1^ooNA(8P@Ej5UtU}sdjWsJI zBo_;4((vVre|?#Me|Hd356uwSHE>oDd9>i~b^G&_l@@4u6`B6?-A8jVO8aSbWE<(- zZDuW?b^dKd8(@ha08{+*p48vvAX z<4nAdM8}S{%?-Td^y)Ip{_ie%wbY{NNgiqnU;~h{Zy_zd?Lfc?-SJP}!Cx)-qKTB; z`^y*bXS)dNs)M&9qJBDUfo2sO4DqZ-o7FuDaIMcrdv0+%A9MbgRXy1a1PVjsrAf)w zIp+*93br@MXuE_~HCn%_NIy{G|7(6*QlIOBY>dohUAX@_@Wh|dg=$WW!4W9D7QdvU$5w>A6KQNg1fJ+*)r!f;gdls z*4)agK|xK*75-qc#!7bABA{$U(E5dAkB;(px)_nOqCg{!J2~kO5q<&q#$O>z58lxx z=?*i<&!3%K8 z>*9e6bee}$m!F6ivk*gYeWf|RTjU=rljZBIjRdS?pM5A_+$V<8>FF;zML`^}Xm!TY zmqrd!-+hx*1F8>n#hi)bT^vy{JavdHmMLZsy2IfCRxOd|4<@w4pfBRfw!8rkJx{3i zlN8R3S%ht z4_f5%X{m#<@r&_2%KwEWJnrB*&-~#SPDPg1P+7P2E> zK;T+$1p9;`HW&cVprFFU?v6e{nzxaWXfpZbN0e+Buyh;LD!AobPvxH`A(wNUYz8JI z@MU$svbE{Y@|grT3@#}}ekY&d#%zWAF25n%bDr7Laqsik>DVvw-Q*Il;1 z4?vo?gyJjazczlb#HA}qOp$)>qC)BAfPo+V&wkwIM?xp&*Mt&uhVd3zKA9ro&)qqk z{uU}n?i+ehs_M25WYht^$_>3|?$yZTEb+_mtXLRDH22(vv-ARTuR;5xdxacMKnGqI zJ}9Zc3ToEj-e7dQ-|HTGNacgmz5F?@r=;fJEx)gqU#awv*!ESKg7JP; zdvWPQH{Pba+9x&F<59L^8k}Gj9SRDbXAZ71?n_uFls(!`lj$`p$*Bj&4W9Bj)5)&A zxY)lFhkVM=2H@3+%t*kgNHFgV_GRxQ4jV~qL-nnQ(V2H&Sn3#OA~BUD7*KD^u00f9 zz^NtS9xCt$;;J`lIb7JNzRR*(S|gujz^HVILg_O7ihA%Co80;QqlMWyrEg1K)vv~#LzG1mFt zKdATqg2Pd-IP-%OD1_P~(OMkUJ%r1&<(|h5mzSS;ov-_g2Ei%xC~_zR3a}mANr(ot zrHJ@}M=|RxYM#M&0EzQvVQV~Ixv8(j1WpgKAOh}LChw1jz?QWFA^k@DKtnrUoM|rf z-DP*8U41|9`$v0UV#n z@YgtbJ|MfY?Fc6{MGVMh-o5oqU_WN#{eNhDaGO=>^5Mc5CVMHojGc&x~H5& zZ?ZLducya58Zh0;%NoBKVND*ggd1k-0eI#gD<5mh9F$@CflWFU7+v>Vbm%U1N6Ppt ziyHRmKiaXXME`RoBl<~-gx^Myt8&ygL)3LoQT<3BE}-Y$ZDi_n<~~>R2y8~aKoC{B zwfJ7?ZOw|I;8JR*q3{&h<%dUt@;^r73!dz@$wlNdCSi!65?R-+bTwBJa^nZYa7Qbn zY_5fI1+1_41z>K85rj*i&VTzs?v$b<4I;{L?;xIh*gUR5mYGgN9V`u0b%Z}}EFzp| zsB89D#H{-OAfxub1hH!AFnwZQoX^`|3+#?0xSM*Ox5&S6Fw1@$+X3Q}9oQn1Nfzah zHF$l5Vn z45&6WG~pr9_j-i`w@C#=h8Z)@jSg1@!lYPamJBJohctX-K^^WcnVaW&LfW64Hi~p< z2U8@@l-s_F$KYGXj0<&!4brkucey;=yxDlCDB(04GTA(dZ+w){XK6EyNr7Te8Zs+& zPDr^~khn#!%8>2Vg>ef@C%l1lS18|rG!+c zA1iZ@S*v=t$n!m>73O$luU3}Ma8^6~tj|9PEy=6RCM*7y(#Nj{8$JL1yp@nVSPu1p z9Sf?msor()^L-sD)h)9+Z;Kf@X7Qq&&BGd2Jyye30~|fnU4!;lYk)XOZqW5)%nLXCA*QqhoxJ9Y z+^;sqo0bpK#0>eIhrKB{=j68h)}pr7HvEbU{5{)y4ab`^7WrI&z=Uib z2Ya;LnA+daoXAC3@87kN8Hr@r0m`MBw8Oll@CUI31X6030uil0JN3~k>Pr{qM`Ro7;mbABF<^O&Zj zY$xa<*o(N>EZ}0TF@tu4!{C<42E(=tJ3qx;)*u6fSD&=*Pq;X(@t_QZ7ULvRa~fu> zj9L4kNGpy2N%4DIY6aI4b``Msm@U7j(=i0?f&N=^ zgJ-()7u)x*g7U!gL{sR3E9|cdAD@ijU?3&D5xzx73{4Q7>$QY}EC3hwTy`V&tYTyB z8D>Q-7api_wB(;qxLB9u)wG4$0=`CsN zYstv=b&c}roe$NforFK^+$AsUXaLfGbTYL0Xf|@u?|EPGP@M2nvs`NGT0gX<&$G2i z@ewJj5Jj@g#?4F|03cm(FpM4^gl%MR5X#m+r!D}Km58beJd@%boaQ3eYA0#UJ16{6 zl`v}*nGV8Kx>rR6LdrvwlMPKTq8eb9*44EK#-9tck^4@fWeeUsoFkS}bPV((9!T*DliI;=G4V zWV*?Ut%FF79j-wqtIn&jtMAQ4Juz&uMK-evzP8?&8g(Cn$K{S*hIf7^LW9+Vj7=|^*5 z@17JWBJPVdBE-QUr{i~Dg2lvXncA<5$61o?d*4>~0_KvVo}WaRz?wYUk58}WH)RQ^ z6w{X2E2Zjc*q2{=|9F%#AEPL_k+YHJjSes+d0{4gzgjjc32`KJJ+~YFy8bPHD5gjn z1Y)mwYSzWuA^Oi%3_x^VBKOCcp;SCHezJ%^->en95Tub)<+w*pU@p7Du?OXl=&-VG zE|ayF{lIoeC^}FRPwyJ33tDTZ08yqf_v$6));q-km0Q{8m^eaAk2uW7l3B<$mY&+@ z4OIjqq2%yVd&|x_NfDs~APVA@qh1(}GHs)(1Z2%fHMmsk!E{mFAShs!OlfA=!28FQ zk^8yRNbC5fWtZ9Lpw|14W+G&TcYk~CMWU{n} z_59*%D!+BhC$pkq9k(k9opf(L%z zzkELm#H7HOmi7>043^bVT@I?Qdp#?w&nr?DL!0**TDvS4CYx2hK`CcFan@{4p9FcE zEkAc@;@(8_U`3|GR~4XZQrrHRKwzN#V8N{=wv*U$o)7T&C@eYZXa4R6LFNG zHC5p1$Z+#PT(DU}vFs-PKO2hCPuS+6=Z$Df4C%b)z-0?=nVPng#u8)Gt^D|Ec3`x< zkRp*sVK?lf)72V~vo-%(Cg|V22)vC8+JX{jE4_!ApJ?1UWk_#6lgQ`h_Vrz1yaxcI zig?{QWnd*s_n-CtOAoVsrq)WxFDXa$|30EDxd*6y`1csn457k-|C0rWhUDS{D6oQc zvBrp1*%GIm{!eeL;t{H(j9vOaUaV_0G4?-79|pRoIY;L%FYEQ#uRoKd_5kS)pqRPZ z^TA=7P@tX_UY|C`y!P#c;$+S1qC)FfPMFemZg5;h=Qf+mSDOGd(2Ii);-wi)jZ~8QLsz#YpEgvuPL)a|Gez4Q6oOIfT#f5#ID$+ z;{SC-(g2Uls2D$?cxs7Lp8O9<=@cHInD6vPy%W6a!i>N0=D)Rt84+rIX6pOSf8M4G z@cP`9u5J1Mlw?7OvMh2M0EngsW?B|+?$!S_%fO;YODwp8&B`=u{(lQ30raI1t3T%> zhUYQ>7W-SVMjX<9{w*LP@KD|pN4XJ_AZ_Ji;gKhSgS~ELkKG+c_{fr`xnuozQA|8F@JFtk?6Xtb`Islc$Ot*>n^+V+T*UjqA1L;@4KPRnS9=$(O zvP&LDmk_!|FTIhOrUh?b*~b;p*X0|LB+?F>n-=)D3eT49cn_hzZ@mh%yZ-x-1xhAQ zHDk{mz#Qz*i*8KSKLYjcvF|_G2vHgU&ioZZ74!nG6wP-%KGK#9b1^}?Eb)`ZlBPqg zLvjcO`0dnvm$IUoS(Xg&Yj|)+bNTv;xDMUuMK8d|=;ZXW%5i3(O%+8U+0KR$UaWF2 zr2ymPyL=*x_6RJ|4$yi-QAdJ@R6Ts=hgcfJt}S!BC4+blnm{W?hRw4q3?l4>MZN4F znpCgv5&{2`PQv^3S|0nT9;_Vm`PwIWy8*Px>!1s%khZuqDS@ZRX&eCJ>%Q&Kq^f*1 zfi)LZ=suO*@X?qSXQ$c%^M3hOiWa$q>cfy(2YNemEb8U)6_0$QaBzS}5q1&7;(C1v zk^=!-4oDlmB7VMNzv!BQ?h2IWSh`G;$GS~g!6f4qa4O1e$qtH?*UpAdKi`@AEZys2 zd{B#e!{FsP{#0LE$@)QRL(%+hbLXqi>tUw+CJwm8m9;>K=S~)Yz_sh`)%;!&P#u1E zF^FY%+bCEf-GY-iIOG|7fkb-tV)g9l@h6OWZ5RT!sK+(vqW^!p$RWXQAoPk!T%h5=RESK?cR*(BQ~@!JnF zBO>HT)eD807#mm2pBx{nn|XYCA{C?h^X)}1TuBOGt1TCIT(Ng$55BaI zaL10L&EKnrAy+;OI3zG0nxr2S8I*GvAas$?dgY7yz@P2pBG4n%NPVqMM>)>kj%>3Y z&%I=QGtCnB5rd=?fvTn>04Eu7WjEm003^oh~$7Hb8 z&k-sPX+1NO2OhCBMZwn+Au0>J;w6j#MhDo70KxrzPf2p8j4R38bqf0sA-JQ%N|Y)D zn%Bo%zs=*`$5agsA!iTQzM7tdOlmo3ogt2$>N#gqhnthhkg>U&T?Ys5IY;nWzagl+ zey{0@?*If@rrq&n`wjppVAkX-I@TR{vz3$DGj3ZNW8_+Hg@6~KQ1lDd(L`R<#m^kq zqc>0XR$ZaVa=4ftHTQJ3<8}kzRhBRpci7r?b%g*bKio8En<|QXgia@Uiy;cbR--sa zZNE9yaW!#MugPSWAsAiV)x3>mq?UBam}h9)P%}f2OVsRxk*H4BoFA}-TzZI$A5(WT z$FydMviZih+UiGv@2N4B1b)*@s@Ac6`9x_$YHlxR@Z!!X0US4e_a1Df1u<^|NE5?gho0}nO_!TXj-t!E z^?T%d04Mi;_x{1fSWXY-7?CCdq0@D*{&@6#*GhoLQNsMT_P*C|YTH=;1Im&pv{;Tg z#n-0!kMI}6BBWWEK<#M_7B%;P8c~G015+RM;ipCPKJucI4D`P?)my=Sw87}BRz(5a zLF?5&S@V;Fs@A&lgpXDaF}ikuP-J@@Cp6}8V$n{li^!w2;wO`dH^2>fRIKutc*ANr z^W>2nac#A#7akT_g%`MMcym&n_`-TI@s`Hk&RaVUU5bIEDsxSVpfpL867TLJ0Qka= z09+A_jjK4`w5T?VBv@i;$shL8eaAF{T%6X_<#b`q9V$(i$3rK4+ENDOS{Ar40d}*su#h{l7=Ph-Qe@E8&mmX{9iOv5 z4Vh3P>Pr+#(P7!xv&q#SoH)vo4zyUIxJj95DRu(WCo6{I$Valp#TCvC8T5-94_1s_i^6N(xC;cQaio=3PzF3uC^~GNqpFyhC%4*K@x5TK}Lt=HD zMrz=FK|NTF$yn6)UQ%B@AzhJZ=LGLaHoKf=XOZsM=_CXz1H|=|p0C<;Cr&SNuuzZE z$WS^7b^8Xko5r@fxYbbL*maaRpzp)k6oXAfQxzJvUy%PQNz(;0zh^WZ{Y6qDXV-(P zvZLGih{Yt3N_hk3VtV3s7A#t#CRoW36o&qMht5S+WM(o*jb- zgi?0!v-|o3%BJZ;*A>>mAF9OO@^Mf}TM>%Lbj8LMwrssbnF)7Lj64vc;>s07S1ZPd zJ4)6WCAUSGbz*X;qI{uR*~azK|A)1=42Wv&{y+s$F#!=Jq)R%aQ>43x4oQg-q#NmO z21H6qa%cwWZUN~M1_|jJVqmDdM?L2~|9ijQZ!j~@e)e8_#qU|k>`fZ89qVLkv~-Y;?5+|DoLKQ_quLW)!gkI|Y}ycl zcr(cd{Xh5;s5og}IsK)E^kXm^X^Q9B6j96Lzc=I3!&o0X_C=ntr|j7b-;2F+{m6=r z`UNX6?zAb^X!SpM(=+M=8~@dt8hb$VrO3@ytJCkL&d}<8+15N{Q~w284dZ}mCR0QH z_K!#hW=H-V{P^!6ynlz^p~2~0EHx=W#?C_kSbN#<#Y**$!2PzBzzfqR@LPeS4+%Us z9K!ztt^Ya+9ssEmlhQOl|GBw;@hLhk&tv)xhs&;DgMkhk2&fc_0axA*p4J@TrRD!~23W+xI^j7Jgr5xs zO?(|8QX!a0m#kx`nlt(lgK|u6c_{`Q9$xxg+TWk&G2ON=lh7qY^BQos#(TIj0e}B| z3Os~GR>Hq@{C%tQViepDF$IHxhbL_?E`0ZYA08+f^=mDv`KLtT&xQVnz_l^`xa?jp z-1zGYAT*W#;4-Z-4|tz^woBnU434Cm2;)f z{wMU}-};U^cGeCbGsHO3yYhyw>j>pnUJ&&jg9m7&{ztJKFh|g0BQ2zI)sWR=Wg zJ?ok1*-C=J3&L%2^6#0hZdjhT6*#{f=vDnF&L{}=G;}wmH)ys4*-i?V$Jh2-1;E~p z>43I#J-EE`g{ciyAR)qaPYq9q@*jLGP%i{ReU{N5fKf+VbC>%mTDF4(_Iq40Tqi#g zzJH3~14;8T#}GB(@?n{l%mv-A_#&{N=~2pv@);3G!#HYIJ8H`|cV5tUhik4_r~|_g z&_wu#`}K<)8R^K*DqNRqr!9)@GA`cTd888A+F$R2Y{(nw{L>L_W}FNmEi1%$fFFR{ITtv2Ig&6$W zIAmP_8603*YLkcg&-ZMR=lHX7k~OmoLm(&Tl1J{yHB$l~9lW~Qq_Th!>JlM=-4{N^ z%D3nRiXESU`tu}zm>&<{e0}GWW+pjX-PBX}*v7gGke#_rE$YenG)G{s+|({oD;$-? z3rw4u{UXe6wL?ZvcG)pSr;6H%9m#`czM#9g1w%aKEXHdm*lAY3UVrz#_){4}#+KG^ zen9&sCPP~Z@&;&{8;69G#V8w@>-Oq;8Z77XDpZ09HDw6vENeM`#IQ8~%yHSHTW&u8 z_V|byPulDgtIq(NJ}^a5;n9eqMH>4uIZ-9z@!|9Dk9OWLv!s?jI?{fT=la-Ps{Sb* z$b~i^0v^%uUf0lart-982*Phn3_{i{H5K$amH??_~y6=$?3tO+|kE4Wa1l!vZ?$hqr>$s6P0%TB$ZYlS41QGY? zlE4k$r^1F|aF+Udnf%c=<3Dpze1=)uKsmoU%w_-lZe%0KlJCV$Da9{u@}h9KErzvf z*EGD;Qo42tb!FUS_Wkvi$J%bpr}&L9lA-Hynj~A>Q~K&XO>J^dTMDqr>y)*eSb))% z*M^^%HN1g>Fn>#_2tD?f{9=(}$Cdl$S;Z_*>eqBHDoripsSS&wNzYCcge*X3 zEl(w0gNzt605uR{eKSXq+(cz`S)0lmarutd4&o8vp)$Fa$G%QVCo|Npy1UEcWriP!9ddhZtc+`koOK;UNggT)S@nLc5~G|C4yuR}r9r0i z?4qoGeN13?QjYH~;11E`)rNT*k8u=x9qKwNr4lOo6ki&=?DpbNl&+QUQkx8$4H~oh z;wM~4&81WP%!wm@JGdsbdMIdWh3-t?fw-~{7xd-HA*UMQ>;4Kveg`o8z#;=xeW#pL zl|)D}1Vfm;rTuyaqs6z5<>BDV&VL(5ir72wtjd37j3`AjBjFBpBH-) zn)Zq>1X^hyl|AbSEFzL2Fqq+Zz^veY+s!3Rko)@*^u}!p>dxGUF%QTyMWa4lu+P67 zl?cbM5L0ts%D~&*5{!pAW;xcG9`&(*m>V4&>!^8jv-E@mIq8xrj`?vq95= zIUjT+M8d%9S#r(AiAj0Jz}6S%+g4+}kCF)<))RA!Tk2+rz>EC9-e+wgP&i1Cxl>j7 z6FV4LTrHa+xoLW=o&sVn=_OQfqL^zI7kcV_$}Vy3UrAQ?lQ6WOTZXiFo0k6ftg>lq zEJCAQqbLQTU;?^B&#t3#%O}wKaD$@m=&V*kLg`QkfIgI5YG05&U-FP=AbL_wr{`aw z7OZOI(n_egE~kfrEJEYbP1S>&(oDrh$yRS}cJ&B8xX0<#nj!K&_raB{M2JAWUph_d z5gNL*>QEX_<<85K+ErnK?|^64+8K9@pYY_w*4xi%HZcgL zZRD8fch+D!!|BH*T|C(3omY4dVA!LqFhIxBDm-+ceJ<(p1XSXGS8WyiUdJ9= z*(O->CG}m{EOB9J1$%r=5v?r`!%Pi>7^Kh^_mNa(gtZBkX{||vbJ?(arh6UyaA8eo zZR#-12(INQ{L*odd+M9lo@1tKGxD489m+A@>`c(aRmC-0~ix*;syB&tZ#S5f{rvC*9$GLt-rqaGUl)s5vJrT zQfg_wE}8!@dlA8SYDs%RdQ6`2URwu2-sDm|`{LUyxv5n3(VX_Y(7XD$gbvaD{amR! zo?oOSyzdlflxB-QYRX(yN1VbS9J$|~4vL6rN z!LDAFU{T{tSkHMD_&SDxB;LJ;e>dkCTE<&f)&I3*uX#8ZiG$%Ngj8;zAH;}Dmdz~Y zVLMW3n4cQvTKL*8c?>*BvlPrZ+WlN_EMUAcsXaj*y$8<>5y`&^Z6h95Q)N>P)9o>E)F9)47^CTN0w1gq49D_~h(H`$wG#;vW8y zT=RuaQ)k9*@ogcMNtVi=(j8p-XAb82W8-1G+HY5y-iL;;;d+RiQla{^jLP&=O+1!@9mT0j z5$Hicz?46VMZbg&o<`*#z9A=k=X(v)4AFF8nU8l2$XaXmws|NIVxgjOpC;+y17xLz z9rW-=U-vIXp&1T=u7& z@m8DF<6so@8kJ*I?&MLw*WDZ=YlRcF-Hqy_2~Zrfqb8c;dJuwI7L_6YOlhTz5xfch zH1zPNH&=07gwOkrGN+gh%i!75=q6DsV@}Lrp+g1Nwp-7f?%cVPbGl4^efq-t`V#31 z-A0#^`JB8Y@96UZ>14BjHusX#j1D)>7dfxyE*S*ue!o&hd4l$p*aa)DBWky;)HFZS1tgzVGxI%sdDZJ}vah$jf#SV5S+nmerNQyISWjQKuJs{<_HHko=kUjWIcyrMJv2ZZ za6UeNci`k$IEM#}Te%2xHDp6Qh^PAXy6U2Y%Y zkK}AyNX2t+a(30248mGeRrTJR1kFb1OcVjWCn_0stp z1cRi;6=2g0&)7nCQB2o)XD#Hoy0Wv;<)&5x`PF{NJd=@CD)Pc-(qI`~VcKBlJpiuU z&4`>G&Kwl~d@1_bl0}&1oy+op3Mr3Sf$g00)i6gEg7E`ehnOjiE63JN2 zO92OT$*3=ao@_ERONkEq2(O&8s&Gl=i;vN{RsMz#?1}VIlVB;L^lFCAS}z%YJqdg# z>s)KK3fxiIRZ@9Z%s2;kf8TS|^0KxlpZ<8)n!BcQk?e%*Q|7&jCGRwe4blml;uRTV z+FI(sNN|s{99uxEF5WAFA^x?rUBIDA1g5>XSX16n`7FxEN4Sv~Q--U^sC5mvxyYh6 zg!kN)d)_7TUzkRGhWaNP`BYH@Ftxb$x*;m_qWqEN?!)SWiVY>fI7fh1u zd0G)NwdE|;GUa3d=g}jn9d^#!#hz@70+3}OMHU{5iZwq?3&Q<5`{P# zQ+8DrIWq(5T^AHBxOHNiaePlZ=FO80CWWsr4(IQP?ECHh3?UaWz?ks_0zmMM;`b4F z?5147TV*ZHo@WC_BAYRdJT*|9m5DMRXIG#WIDOsIE?+QH;$J5RaAN7%p)lM2iWhxN zQBI9bK?*e7+sxIW`IQwywprSAGP}ED=PIK!MM<}o>FX2nfmE~k1q~?O_KgtWauks0 zX|RA_Um*p(>i|E0Lj-F*Fm%NoS}?NFQw_tF-Gdr9PiW@s#A@lk?+X1`BhY=)exJ?B z&V4{ns@Rv8y!2NM;()NwYrCQcs10l=9g}YE0muJ0JSt9MRzewfit8sKw)hsS1SNF7 zT@?@cA(1npupjzINs_I?~ zkcGX)~f}GxRLOyqq$1!9%z6_w632x@gCq;e-u~Mv>$VQ8Z+!>`OWV+ zsJ@Y@d#~%6k&r<7P5v<{&yYvAZQnKQz((xyD_q{Zv^#+ z?FZoVoLbu0Z+g2&V#mbpTWfJNdl@q)Au2QPdRtB+O&Zgbh>_w@J(jyQy=t^}y(@bv z0e4ns2lyNO{IUS z_iHRaS!@ZQkqUudY=w6dg2?sXOZ~pBX=N-Pi*ZU*5=Vy7|GNyhm6N;ZMRl`8Yhl#( zfa1D3T3pwTIC_lsQaR^$y!*Gs&qYaKfGU912GaW`*V{~ z`^#m~Lg8?X6S@~LMfoB6p)Y8MZv6KAdiu4BJa~-vIutiYkz~)NSezH~L!Xm{!Xp7Y z(_{0nBh%~8sxkDcqt(I1Kcq5_!Tp-mEeCArRcxJZL{<8>)ZSZ1R0W~X$0_FRbE?-p ze0N+C|F@j3;$ai%k#)EMN9f<4UG|3AyC$8q#XmjL z5^ld^)a_1u~v9NPOD88l7oJ+IQ`-irF)6CRULc;fV)} zXxzT=^u<4DXhKxo#@f1Xeo^@NSXA|(Ea^c|gq-`EzA;+N(c=v{eYNb}bEaQgXW?)y zL{7Xb#H&Gqkh~)&PvXK*^F10^h#BYOO`CDT##$}y{}85J3;Tz9PR-?>B>}Y*DA2Y~ zTqU+j%@sSAfU+})H13Ofw}rm#hAD3;(3uz-CFjyh9G4-9Tf&?8MsEk@k%!k7K6DQo zt}JiEOc2#xcZ{T_#iRlfI)YI;oA2H}*rZPBr~bWBx+I`7E!n`gc|Ki&shwbzxEJ=EU06QIO!rv4^^^j9e@UnN z=Dplfym7y!g5O-x5C90}uKqwInq|P^6qgS%EvdfC^m@vHJ&o`?@3k=;D`es2*M2h- zwhaulB4;oi!Ol2h&Tc^shU|ocHf__>@>rL`J`9fpG)MeEj5xW&C;2!VsH>YsPuisp%Vo7A|!JaIy~f3{h<^C2{J#~XXXIZu4N zu_Xvs7<6XDkn*%K-&vZ7;?)J;x12ME<2W(T?V7S?bzJfkmHY3{iy3W--!4QoR3IKL zsc4b!mI?{$(I}_5{*?0umB;@gtfNQ?)x6p^4;dE4Wu0?z+}0=Yzif^1)_DHq(l|Ny?^M5 z&JzBFgP!Z^L`0QMtciab28k#?sImeNE;GTl#9P~la*tnq>ZKOO#(7MqoH(-}ZF^j` z8bg-Cpa0kiUglPiQLo8$&kG?oZsj8tbkp~A?|O*P^H}%t;N;VN(^CucQf4a*B8{@J z<`<>|IG5KN_clPF8P)Qq>^ zq8+|>)DONsaA=er)RD5$&{qYYKcwlgOJ%Prlbi%nGYsNOIKU@sz(!2a-UnrV=ZP?}uqu2J7DD7>cesw)o z4q_6Z{+Q-l$JKwS6hl7=nJ-%0sLlVG@zKtq2g*#50J{5Y$I`Q`Tix3%1*iEmtt*+J z8ooXQF?*!S^?dNTSL!0S4 z;cUqpvc&_Fx!+F&U67C{SZHN`G$y8X1iA1=a?}I5i;db23E|_7)u|@K|MbmjcP`l6rH^aZ3O9!@D<`toutov<;qfA+Sl)ylxw6IzL8twWr|A zWVw^jJB_aiQ&53lHb&wcpXqc<|1oH=+kp9j)@f|4lTj>=bK<|x|6KF4|9YT5R5o=x z+1k9#8Ui6n@RcY6r$3?AJ|f0fW~`m<%18%?FWjsMrx#U>jZ{wddv*39<(QBdE%5TYPa~S={M&i$L)~S@B~gi|(#WmJHA% z@SuO{%?B$3C5L*d0QOx)DscYIU&O|2h(Ie3!?{RXLEKj^CDFLWRM-zqUM`%&8E#cN z$afXf(DVW|eYg~QKVzfI)DuHjH;mNXD}=nw1uKM_P)>*8EN-wRe*U4DMiiJb_vVJg zE8Xi^IsD5;FtcgQ6aMd?!GgA?WQe;r_v#-&qPAwg;4}P*QdOiqM?mn7|GvsO~T2qIebhJyzX=Nn%NMbrT1| zQfy;30TVXOl+sNC+Z6cNl;LGlrmp`BDf9`$x5;Z8@np6W@9em1DYzq3` z*i+rVPzx!f%mkG*+E8Txrx%r(N&$&#Jk5%o!~s-Vz7O@AsKh~aUf3Ti@f&J<3~wdw zogTl+MWcm2YzhfbkG5N_H6(wF|3y2f@#HF=r?H1d`FdFmpcB(v*y_eaz8+*cDKr$8 zK-*Mi!L-Iq1~TqehR zH_frH!*Ac@Ty<^3Z4wKhPLz3pPg9=W8X8IYWmfCy3^P_*aGj2@oZVk20(1Z+n)@UV ziQXl|42=T2j`aqyxGVh-SD4+0HuDv#%uB}jUNt$K)XMp^biSduG%dY$*;wD`v@33O zN&uBcR-?RNTqGx;iYxbt+9uUHo{h63!PmZO=5&?Uxh7PX`H-s~TA(iLfIP7v2MRJG zN_UefA*M339lu6~h>TmpXF;VnN}`FAY^$O#Jddl{*pe&{cNmxTgnbf`<`Q4}zmRf` zZX)`W$WN`nz?*>ZdJ0Uzt<%KCo;xA35UJ(v*k8$c%d|HBCI;Bv0ystQeadJbg*`L2 z_WMsX#2S+(8&;#+xdMQN5@SVZ5+EAx_#McvP?XMN8}vt-6C-;%Tug1RJ+yTW-A zN5TH#mBt@#DbGVItc@V~+JM%_*xKf^pfgMEcYEfFRQ&Klhhn*{$4tqfZ?T;8Dy(BM z#B!Eh+nJ#D6OCp@Km`Nz)#k;tLI<8SDS;QxNV7~2{GIS>ac!bESq?XWvaYOulGK*` z($=~C+=76G;HuI3TJ>(c)*s`FMti~%#vvikIbj{oc*XyzNBwGS&LxtwRm7kbGQIU+&jdH zT%(GEV&9ir-n7e?qigwc45e?)f99-iWW{SGD%{u7%7SAa33@_=sJ}CqI!cMLnJV<( z)pPdflBUzUq<(1nn<~>-SRma^bGrH8tfMtEVCj|6lWB+3Wb@XT$}emaFM7ugxz&!Y z3T%q=94fq+lD?=*>53+9+1bPl3Nl#YdUM=1eZxA;D`vkDypk=xx*SsBF{mtGd$n&~ zg6ds6(_Aa2-Dccu*7Gf8bl3UqiUYi2XoguINErHy*6!hz>zYu(J69G0o8f`7SF3qn zOIIvu2ZHkl+SrmQNM>JK5ACeR1$#1YR5SkH^v*3PFw%62$0ZM6r;|Rre{z75p2Go4?F&# zkD)uBpuSmHlls$$%bM(CdCg-|+S#{El8;Ja*_=ZHNi{GTir;?u%$f=MI(x2m8IJu# zElB_Pc(mKx{Gr%5E2bRK&0XxvimWJ$XvCjw<>$?9fo;uEAM1ZB20TFcsR@-fm1qCv zZ?TBAo(P-u2!dccEMs7at#*eG?6TB?y*hK*+LGx3Og<`MFcv)3`f5a|z9fEtW(|&3 zp=(uRj%MFjR-8y+#3+x#`!PKoo0Z|sPmKJKu z=p0p`UGKAb$KyLg1hl^&o97uo^}!~d4INx&b^X$hI`=k{P)%1Jef@7 z(JX9$VM6_P8HP3+K%}iMQRp5o<|UF_LF3bRaVdq|)M?$7j~h0hOae>*9cM6V$p(+; z8A$3&bxR2(<#w+kenYi!_u9?Vsed{$xu%hWf!=n)%Dk!*dc_RWv#V;m`85kA#Yp_1 zU#8`|1l-QzQq`!=_>*1p>B{R28D7=yZkU*fvl7vgnWQYU@;L2iXc{yeVT*zx))Mi2 zP0j$w?CF8%8hzVPqcc-##0q@~W=N&kJTzqnB3B0B#+oOAinPPnpxX@3&8RHKE{?|f zPq$-K;iu9R5Kr>q{tV>t3iWRuh(ezrOxY9#VD#90q~B<=+322%cSvK}rZ@;4dyC&5 zfj-B;id0V!J78WCpaerpCm^XsRNj(zfz=NvKCE26-vB3*9ob8r+xSn|U0d6sA*+DOEzLjL zX-W}y4Fe9lRK}WD2@{8uXV6i$L-B!K4(a3btZj!H75mS9cZ$E9mjb%I+!||%4ZGwi zz&I02M0R3}UvcfXx!^k?+Ii0i@JVwY%`BRFHDoqIo%@B%Vf|w;71#us-lOZv2dAo& zM|s4z+&!A5!WYP$!8IDJNp@YMPW>`lAr6<|oeFpQ)d$&Z-Nww{R?q0LS?6P`chtb= ziT_c``79a>Z{GCOcHDjbq5PW!BvS^B4?wFSp@j3vMUDgS9+P-zWg@H zz%1)%8q@pkig|#Rv5;)F4h!?bPw>P?`FJOI?OD6k!9f{5GgMY=D}pjNX1+gFb9~2d z?Vj5faoLX>Az1W{ryr@YO>rZzFn&IDGlqcNJmamF%acUv7{hFGqb~7K+Zrc!KM$CG z|Cr6*{nac;;hqHlmE1fx)#mgjZ_?6IynBF4nt&zq?38b(Rd0;?&htw4Ke}2pqw^K&yf{k#jB~VFWW zY&Vltu~~CP{dNDX zxj0Ar{k^Qpe@_%>UgokY@Nedacs<`-nq z1|;CTUOxha7xf#^N-XD@j)Z{-)V>CphdRc6k$bOhb1N@upr6>kzyK=|D0B=^=u7a? z^?6EUXC!)LnN&Y8ou(l;aKz!Pe9y1?Z=VOTMO=X2#VH=&@?&}RA7yR+|A(?Z6Vn%o zg2N=u4`pofYl_JiE{PF-Us+zC278SNYxyqf|G~10E4VW9fcV?8qQRplc(jUwJ@5m( zB>P(WikT8SVJEcr8E5deo9j0#zy7aZ90_k>n$3M4!+;Lyik{M`pm1|x+5#Q3Uf5qZxAy+#B&=geqEq)ORr5z+2; zDbLx7ZasOiX$?fAv3YE}7@Y~vpt2}5a`=kyILa4Gtqyrmvh8l9EK(_mefnT`=q)EO z$B+`+YtIwju%DM~xJlJ!{7mGg$Z*0tXl#XS@3)*7FaUoWLT|()d$`%>Xqj~Rra@ty zH3`q2xg>`F*5SWlE->za6Q(!yGG_)Ki}Tw{AZOJ9aNo3OqLLxZ#3dj2i>?PF1PVMJ zah(}=fz3F_! zUje*N_$q1uz4f2uXP}_=k6VZwtu1<-hhF?ir~bPO9VM7L18V~OIe>qL@ypfq+PwRI~{?` z2z~&ZH;?o?A5i`!Z)+O1zR?LzqL4azH}b2bg9J4EvK7MISbUF;tUNF1wgeXbeji2@ z#!Q(LdE`l(dGXKW77R!I!9GWdB~lEghZ?jZ>Z5Gx3&UCmFUr^SQnYUo@7jd|t_jXG^3If+4-@N0Sp@cq(_1GiH?)cxqm{8^|(=M>Ed# z%~4I;&cO98Qd#Y6lp>2 z(+p*{$hVhgtB<{*FVGZCc)f_O3j5s$Hd=6ZJ;VK13f`H=qTii*ps22-VJV!cp2V)P z!V}R)-;kf_<3UsAb6nhz`mWx}jMt7FuflV;E+1V|CEa|w>T4)kA&L(?)5`-HR_qdd zziOZ>PwOs~z4F5yJz9SV4M)Y`9u)G{+^*0`^dgrNI2-nk#W0S5s!=|%b@V_#L|T9C z48vx&HO*i7w8P2O#>ZRX9g($Xz6T#KRon?Tlx?n6xWk8_Exr1`5mVX|OmrXA`r^|1 zBG1jjd?}iZgC6odGWV6ZIHj3%*M%A3lW9|+YSLf|_{W{PK@t_b4opuGr(O!V0VG$H z?UY20Fz9t!Zl(d}@$Dy%&VVjffY^#-ajrak)w($?jwyx_f8(z&U;=0Es@G1#Bkn^d zr3Us>Q4@Dm&V|m;N-E?8r$(|iOYydXm|iGcp_>CJ1~RU}*7v|_Zn9l99DTvM&N^|=@4A5I zAHM%Rl?Rk#Xr!nItvudah8WUl(^jQ_-+UsfNC&l#s`ZPl5rEMxfNqQHJ(u?eegDFd zrfHu<6%Hr>Q1mOkyw~0DS}sq?jJasRP{8hnr7)W7%fxRt%|94MzpvKij6g3hfwHG*(J>9)K z&x+MAm$Vb9C`#6{%98(dwB_8u2xI(-ie8b_(i!ml12l>!37EhhK~HFYg2v*rihXW){tY8W{zsg$(Oj7_GqC z!j5n6aOSa+%lsVf@6MnPi4g)>tuz2Dm z6{hnXxHf75|FHR^xJZdDw?p?AwnrB#K8J(6F+LAa&Sj1+-`SWOeS?n?v+riA(sfmOZEx&&4ZultXsKAId*p7t^iRn0F%^ssDTrw<26>)oWj}T3nQM_QHZe zxk*DU>>eur(NA%`JdquB!Rz`bmsc7tPfDRJO4=9hU1*C`f`QSw6(V}^MmksTSt(HR zIpXqq?jB?Y_QJx{69{O_JoU_#Gz7ox%Xv7U!J7@wA_cK+88At{gAepw)g<6`5V-t{8?m`-W*2X4N5*I zecrl&Gv||)c+m)3@|0gN%2r@jHY%!X?=rvae!L^Fy5k6WYI`6ad1_}q#l)9rR0gCL zK)0D7*ER7j_F`3%i6Tw~YZ1!JtP?tI=N$RbpEd=SxeQI!aSSs{iDw&1P4>FZF6s78 zG+^fwsKc=M6QyWZ*G8KT%R+oWo&B|i-e{L&W~oazG1iboE8cW(pQrrJWnOrF#AXb2 z891|eWqs83)l6<&40fX>P4Az`98@iWS=3RLr*>{3J4(grl{|B z-#_)5`O10r4=U-2enkv~hyfTABpP+cuZC*BsAE#pfiR+kkdo3Tq&G>>);aDfjI6LUdS^y4K5A}_dOA2ZV_iZ z5fPjTX{qJT-QIf~f2ja$>~ho3o5r-^{VHcTx>X4%s?lpt8=M;~O|vZsdG#7Ml@5Gd z7;f=Mrn|!&+*Ndjr#HxWJc{wNg38&^eF@1;aQ)eA;e(0}*v99S3e5CV^=dpMOTfNL z!18=W^;q|evCrx-g%2>Ue;#rg6JTT5B2`|*Ty(1x67EuuqlII~R6)CU5bmpM!d;Rb z{Ydrw*Psg_6X&}e6{Kpyd+GdNv++dhHD#z@&Q>5`p~{`(f~MWY%?HG;17mod5zRG) z`pr>&n;&;#LSLNg1jSrPjg`FZ`dcOM-x>|zAQ<&C&JF;aQG8!mtyILBvERosF&RjQ zaL(;M)fs$!^nCkZb(6%XcP5{4{!vxIikg@aX@(ykVy}s9ubw-bE5^|qG4$~O;ViE? z>1tZALWJ?&2K>Tusv8KFfG!vU(#M{}HM~rFZc(z!KbtWuK5;MmE1(7RmlJH+z(7aB zSBpO!hc7pPY$aEFT>d|aC{aKnN-hbnneAiF5p*~0R+zX+qD&Ong(XJ9EoAfaJ=rnd z1`!T*seY#?i3eRt?S4;T=Lh16yiKNX$bj-=pHrLTX{#6+YT=8=^>qEHjf0C=Bk;cX zk-Hi^R_;`rU^$u8^ElLHBaDj_jw&Mag2cHP-^)bA?TELoIi7noEs^yY;A(TDlU~v~ za=m;rstNmLYg10@-{o`gT?n~~U%&1SRtft}NOmF&v;MGn&>>^$-vxhe!~Lj+2u=^sf!4+sQY z)JqYrX$CQS|9<)x)kmWpe#>3F3xLY~_|Ok%W%chbfI3QGU4wiE#^1vL&}99eFSpQu z{&I>!_&?G?>KDm|W?mrD(>s0Rh3bDUh29J-Md1y9gl6ewfxKifV=^qVPd$A9jUb{c zMU6vxr#)^c6a%F#cwfD4o+q*bm)XCMRa%-0|9Gh92oajx4@c}`3`#R)&^I%VTPL+;wpvXeO#S#hyAoSzWKE`jit!kj#+& zLk4TK5KRDJq@Qu6DW*AI82|OkkR4qP-5;Ca*#jo zHz4pWH5;|`H>?|;D1*#b4;vBCGyAm?Xd)})J>{O>#U{jDJ8!phKpCP`__NF2*1qnY zerGToNe7UOREh$KP~E36ZnvtrICPx61kGfk6PwK2Xm;%S=NK;*bbUlrOxi)J?HSaI zhx;aP?7@9*uXbDX5ZaC)=8Yb70Nf!>=e}O+xi|`Rv4mt1akV_KC zg%qAAYwBcNweTraX(nG8B@TfYRuMdpGgDsY#_&_96qj9u?i>)eU=~>Gbh+_Ehi1+mN zJR9Id4CPAaq*BcPCTtlwJ1NC9bqD3DqJ(=ad}FCB&d_IkS*y+^u_6DArn@w~VSsIE zwPC#n0_tgsmN~zAG4U=4z_IliM2dfLEEy&p5gq-S=9Hn%sPB@EiN9N8%MnZu9mF;* zj^@PwNHUJFTJ38!eFS@v5D@U;RS*h~3Bdnc-4d zim|%|&og1cI_B)Mj1w>P^?l*m?Q01HbB{nHL~S2^YPje?1X0)-JK-5Fhc??r1^#RD zM|;u)Ncv&uLv7uImm}v&Gx|F5<@ngl+@UcVJITpMea#mw%;_IXmZ}g52&7Ed`LN~e z<$KN5c|iadG;JL2i5%3yyb(#G$i3wLp(n9~Se?R4hQ8ht4lN+3>^9^h2Q!7T!lY}l zzTD55Wu@(VNecI6D$g^U?uhb|5*uk%2np2$37rqQ!H$}7j6erU0FBb?(}>W0C(s9J z3QRin3`}Yq8Lak^daL-L#*dvN0D)E&KiKXhz$Ws+yxZrt=KXn!PstNMQqUFC@j=;o zqhwdH4u|^3NQ%nO#-$TRt~#Hp+ANC`4_uTOk4jpZ(9*39%i3lxw?p^l9`~&mmZ!tod|E zoJ;r{QEkHBTuD;oL9@kOBE7>~GKatY0~F%2a1P+*WbSg3{ z+o@SP%w*boY`$~g+CBU}uP~C^tWad@kY|Sy?z6ya>dOmwqQH7a55oL)FhM>bbZpW< z0thK?Cf#nzL0rX|34<{EtH;D=Y!mHm*3TT4vSd78jF5r8N_!_k)9PHOS%0W#9(gZ% z`Y8vF72&sNI#FSWy-viXyX1?LLKemW8J+dB2FW9T!)AR{iwyM;s+FP|TPkx&8M2ge z(w@M4#TQ-RTi;gHGNz^6^fXNbcdN!-$D}t8b+94fMb>BP`U*aGWZ# zzzT)b%X(}=Dxk0T?nW|g6B^BcZkXt!EyP_vvUVUKbkbhBs@8LmPf+@6+kDyLo-!m?H3xX~ZNxZE{~JAw?^<(} zvvRKp2A|C4evK0_<>r6t`1!&Uf~&>l_+j8%H^&b>EU#{8G)C*%LQ&08_7a&>3;)}0 znD89(6Prh-W9H7)gtZCQ4y?byL>_pTB z*IZ72YWnn7+cw)d&YFj!=Hg3Nl2Rf479%yy$Ka?o?a02Hr9Ly0`QqKMtH%~M{&0#t zaSe^L!HvJZ0KY*6?Rk`j^TUJ6iS=a0c^Jbddw2icR}ai>r;ALTzpV_cNDz@EP$W>V z(k0P}^xK9Zmd=?IKHF)X!`Xh;W)CHJb2yl{pJ=4jN5@;~Ma{3*v}`@pTdmjo^=!9H0SIY>jg949Y#wji7O&HIyj?vMwFH~xU zNmrK8&W2WL*=!4!J*9#mMqjP2Ihi(5v?*?S>&9?saD+H~plUPqT(FI7cY>5?w~wmy1Rr2b@h4K(UOMgFNS1)hS?j;CNJ@`Al$HkUV3Iw{oQc$&TSZ3 z$t;rja-VA`MAthl})g>Ut(FuM(pUQYw?OtLk1p#QU{ z=?n*jbH-IePtq|2C1wo5ifyIatgd#`H6#L@0byKmbfaTtV*`;GR+aHV5`AoAmdEp3 zSIRZ7U$m${=7gyyzYMsGsTcGCQsJzS9n02o*K|Pg=C>pcJtkeB364=D@9KC14?5ah zL$N5)ij0 z)ZhR4Op)~VNNM)ay-%9Vqo8u35m;?Hsg=h`6?W$AntEzR#_`tirH!;<-E>05u!dAa zU|D~(zsOjePm}7Ky%?zC>~Y?^AHJ&Q3xWroJ1r$gZtNl=VNNaj85z|)XN|Ry7xYI_ z;l~ZxLlLtXyRy>$tpd30vf|xWUZhdTS*JbsYeip=&ANEl#~EuOtvtdzexzcpYvc?> z@xzmZ^QHt)manzmQzc7e$2ZnutZBBc7K&J(D+5VIWctg_5qQ%9rRR^4{uRl=J8&K| zwn4!Mtsu;~V}-<6>~jQ^0`Ghek9W?$v2plmMa67KQl?Je@Z=S|?4IEf6c{2CXLUtt z_F?+_OE=BSvpcjfUhDHDIqEn4|4&(O9nj<(cMk)i4iy<7DqR8!q5?{XbhmU$iZBUj z7zjv7$4CJ|x^whEIz&pkr4bl4Vk6#rsL%KLJ@3D4yYGwZj_Y&I=bUpvu4WEDMWNKa zdzV5#fa#@T&s+Bdq-9d=FX+vcBZZLNZ~C2Ydd#mUys3s+4a09W8MWqIA#VseE9R_Z z)l^-L#LcwLRsO5szATJWvCR+5dxEWmcvnEYdxwNs(sx-m8ip5sW;utxFd$XV1xLeQ zfJ8+jbx+DUINJj?SUE@@z5{4Pd67sed{Ax1QN3bUWaarfi@*tU5EyTyOM958-3DUm zm`^GqbGJne-d3D3Ob@ss{vs=5Wh~GczM1y=x(^K=2nKPkKyZ!B zC9NjRryY2*Cp&%!@Drl46j+kiJM-dJ^M9zbAl4k}zqT3~q2nYIGxx#@5;|5v@y0p> zPK62?2%kFGN1u&BC5J?fg+Q4jf6fCqZGeXQvRo#us4)~oM*yFoH0;}%ljQ5dXsV6ugF%`&oI6%KH-T^ zCQY7#MRS@R9jNY0q~#3k;f_U;!2pe>_>uXlsIe`0hf>JvN+v{J0)Dz6r?(0)6BiB#z>KX! zOs3-28lOwg1B&{X+b0#0s`Y3w9>u~?dbeR4wf~h{>eI}vK}bH8T>wK|^BJN4@P=ML z0w!OeGNuvwX58UuL{0#wRX_)}8A+Ylg^Z?uw`VhsE_!m^P8;>QzEFF{;n@F*#IeiE zKtZ87_#<=}gE=Vaif}`HR!R6^mU_TPzSxh3jfl02$7TxDfnjvEpgU>LzNkA}pZTP7 zBFp$rzeaKK($}DeHCH2NkgrmtmRJ)@uYisfHk+Su0-A#;(6O+H6>i%f3_ixOQ%eyW zSthCtS4;%7?6t%%)ohByX~5JBkX~w0yCiihexxZqiIPSv&@N;|jXyLU?vewPz`&aO z_33JSR!xRdq3vnN@_I7w3sv%koOP5>v20V}L=f=-nzNXdm&bwh~1AI0l zvX!^LtM=)HZm8$D%H6`Bkoa-MM{2QVr`hxcvxk>XNow~Yybm$&xVD^TicJR;(f2sH z2@H1zW9bVtQ>gKQp6q|;RKQXW{KAh2 z@uq^B#iz#C5BPv_FcHh3{yv!eSZ-lEI;$0HzJ4My#BdFZN*M4;a+TZ?_69!%wxnb| zAluS+^$1%-klcS&sZvw-c8gW`Mdk1U3|5zCw)MJ?+OEhbUpVw8G*18!Q2u&Xtg&8$;wPHY%k-OBx z8cCurtlD_&*xfJ3e3ev$^kqyveKLj!7Slr%Qq3*a;#J~)Vbkrc7d_zQLI%2S>L9)x z=-c1lsIikrB9Wd^6=-nwuBI&V%%Zzm&Vn##O5ObNq0l_0`N$U;s20(pbWZTU{X@X4 zQQ#Nnrk*Qy3zAlI(%!0$JG{bF|J=v=!Di=+Cu}Ac=_WD9pGYhunpYRL%TX#z`((EA zFCTaFqYDf;ZKq_A8X5$u#ku>DOTKb~>YU0u0MPh$)GCOA|KK*WiFvAn{`-mmD9L1N zoHVvtY?qVSKlOBybp);zW_uOwVQzUW9K{_VkC2b7L}@X{+UrA4W7hY3*9w>%JvWH- zpeFl{FavD|)oys8J;`CU^-D*QlH(>e*#v4p1FBdwPQ@JmY0|QP^~dUz&@*J?JlFKa zJ6A3BK6heAkX)* z*xexed5Ugc)Ai`=@A=EW^S62A)-ENV*;N|tQ?$Sxc0pl*FKTQKYQt)y*`()#_gvq1 zw=yB05F=E)XN^oeV8J0QO^`j+jqU2+{TMlg2DXh!3AMUlf**mb?+pn=n0dsVH9R$4 zHLL{fHI*^U0;jM#E}doh#KW}5%P1!HQ+KAqAC=`Lug=Hh4!&j-PbAH|QTzy(87^B7 zksU9I!wb&O~v-lE@rzz+6(BBtUM%V+EJ@vOtY}6s&4!p0a#PH*;Fg!#fOW! z%&1bi@Rp||Mx+x4@f0gj-&Ttv{DKkvDoq*vDgA-{5&bevHi-x2N51`b7xlOtgS1DV z`Z34(u^x_t9;tKY5>w9{(|#ulEA6df@Pm_Hd0CMid+k#%(uZQsPQ+&-SiQ7@HOfBK zUH=_{4BWNW-IyVuH?4oq&UN|pHpA&lBhFrsKhNVJ=JJZ6T#^B1;!`(BkCg0CMxO0n z^3Jp>!P3`^ABTc5arOe{i+eF@r6sxIz72j46m1sX#=MLv9#cQeoa4#tThgLc$OiLd zGb_O#t=Dsat@zDtlI}NEdIcrZdD<-OjHM0;ok|t{H*P7bM8>Y7{bBD&X<~X;RtJZg@-m~6<(}LT#I+S}GNMs1VM}65;H9^RlX4pY z6@E4!*Pu095GV-E{G~&%$grs}!pLaOX-3mL?Bb}P6JC;ddM*OXu27RQn)t{Fb}j2E zs%)q>`Pjm$!=(K9xB)YbImJ9C1!kqfxo!30VKi4kiQ87dBn{dyX$<-JaB_F&_1&qW zD&UndDIXvHht+Mq%U~>!0SSg*XW(ZJ9uDx)PZ6;AP^t|pZx4=OUX4wGWq!JQgV{hc zGs)<|{PmlzV)qN9CzQs~%-o5eD_cfvJB|zOa!pT}i{Z+LknAj%*BXT)!mbQP7qX9{ zINw)atgiG#SUe$LSUtPldBA0WZZ@6ne*&OvD;Qv z)jHnI%uS@GH1&yrY6}%;oMIDUuhMqBYImFGed3SzPpOu*=Y%rtB1)b5iDuM$l4_a? zJE~kB3gJ6|!X2RRORBb7Pxne}^eZ9eWyCt`_LL_p70|!|b~eop&%=0BMHxyc{h2r zfzvE04@*|C)>b{T->h$`7&>v(tC=!-P2mJ~n3h0VL1jOC(4$FzYGq1>_+?rJ8fP%S z`FbjQHOoV9r|Vw9Blj3;(%YHKE<{c}%j@zZc>pq%rJ-zTa$d_Jpj7T?-&7dY#q6QK z(GF^onx7rG8q%UP(qf4ZPr;BkAzu0lv*4!eF`h-$h@Ih{%=Jn}Mcu^lm`{)$wy*(~X9E!(!;)r3f+TlR;s7eO||dk;pvS=k}cd|t+_n}*)6 zyS>w1y_KdsXeyOs1=$GW8I?S7A3}V(&LNYc!AM%~kc{n65HNmloXBq2^lY)c>R$Q_ zv+yy{uDs7bH0ANE6+5;lVn#Bf;D_V4OM{`)9l|FOUEVV1rf<(gejI66eihn+ACe$( z@ZR5E=rh0QCfF+*s-I(<%>BT7riALUihNq&I%vG%LF|H+&t>OdrBX|6qYkjekUHIUYcQ`c{^zwrqMpVa6|z1m!EX3gF{CL* zYeFv4MPRM_IKI3n^57%39fuf*+0}UD=FZUPb+-(vOzm)_eHHr7RAu&bgV97hsTdi^ zp3LF$wQ#qgLT&bXB%FOv6m+=AW2E89ztc)f-f5bvC>+-6%q2Ww7qB@ox*)=N(sfQh zFP+Vz_+41fj&6$#qCfBy8GPm$oJx*?%KuazQ3ov{59#I+_D0Het23m(?}uT=&kDUm zDw}N1Bq#OtQX)=z*H|!-qi(J6TRT{fi_~ zss`6hf9Ue&>1Z@(PETVo$-(Sd>2eS>kN;yk;{7?$pD4G=5UGZV3Rp~S5R<6q-_9$` zlAY5_R*DoK*fe)>#VzYhNmJHhIy31_vmb~@hZ=jd`)AqL_~y8K@pQ`%!%6luBy;?B zcdrmFstxSSd*muQ8%`gFr+8Jua6C}nwN%Yzf6O=7`aC(j+3V=3nN3rPw-haYoG8vC zRa#syBR+`4A+YQDkPq*13LQ88w{mo=QYv-S;S<S`N@?RJ(_Z=((&`)?yj_-_*Yu5H@47^Y}Y1&I|FBS`X&?@yA%ssWfWJ$J!mtMgX zp$znJY?9J;y*5g`s`=rBd(wq6^dE}~X@3ilbcdfxHQ9Z8o;JLrBCMReXsTDLm-ior z1sbOGrYt@Vlh~as=4*7Na|61-cnhyY^!6f4$6j4Ob(WD#fzeKp5I;E4$%?wAw|8vg z+odg(v|`zi)|Kp4V2WKBHT#bb5EN&TrRx3p_ogC<$oujHZbZ0EZAL(T6t@Wi7~~KB z;I#tqhZ4nZppNH;wTQ*wvNN55OX<-1+j-zhN}6hJIVAAN*ezoMB#aZzJ)Ix z`z%UqFH*=tv+}34TOGaCnGLdV-PXf0v=I^viaU_ri13v3TNueQFHnT$Z5o%h57p~+ z4So?-p6L8~@}gLZ(-Klqdm#R~%euFOUMc1e;f#I$9|J(D&sWU`z)|5IL9cMknyw(~?mxYR?el(;xNl(x{?x8kZc=qX@JP*4oQC~hqMmmjH4owDk zk>T%EcJs{CD;$%==d%}L0XA;00DbUoDn*M%w^E`#o%BWVoru``s}XG6@7T=x;IDH0 zXg{A7^bo>e=+J@A*6}+ns+&g|%vDzU=qx0N-9uuy{%s6gw>-G;F7B9d70n{V3tx>9 zRCwEGdbpsKGt~l+wAx&YG$Fz6LU7$8@_ZnY0{{B@`tO{qC~^^#&{%MrFCf=>lM~FD zL1>-{d9l>{36?-uo*w$tttEmVAkWcX0rpEd&@OVN8o3{`95koNJbG6j{H#pS$Ody( zl%I3uF>yT`(Tlwe3LY4D@bmQ5_)=5lr*S#7Z)1qeH!7q(i|F|8Y70A@f@*|2=j3z& zY&)L`PFPPB&ij#>GK0mTMsxP-v!;} z@;!V%^mofn4=00GS+~jNq+<{T-1gtOjvkrWSmc`g$#{H^&v^5nXy$uIzkdSe@t2i&r#QpM^o-N3V9y=X_Uu#1BE$+ zzm=vvAwKGSEzcsP8i?c+VbfQma7xS59*_pAof=_4u;#xS?^*RR{M0;)zyp<9($Jj4 zTRsE&KID6Q5M~%cBO^R2I{C+BsVSuKug~uMnRyJ!=w^R%7@|-uCf8X}z zF51fJ?e=H72isHtCL~cl(dX}kTw~ZN-xvmz)Tv&Grss*?xq!-GYB6{G`31hW0CiU%HF(iV>(c+l_eq>Vm1JhBhc36KY_`~p(R&1 z+0SR)H~Z|p$iv4)&*tRvYR;=M^c}0!*|}VnchOPb`5b%#X%UfzRA!CC9JcTL~_)g zMMim31i`qS+rS-LJ65Th&xL0*%_S3y=XMm&zfp&r_NI9o>TO%rRCC@?hL6~OF=soM z=h=#go}#IH0^EruuciJnW62RXVy{U|@h(O;ie)7wrLU0+Iw?pf=qku5ya_KH=Q{Sx zvVBObu&Gd4NV(QG*=v>@yh!M(S=@F9>`!+fQgWp3N$vfBAdbrL!$-23Bf;#O(VwcJ2NkQCBgVRXP#P-GKIpM)UTh_3n{GPJ)1UYVh^rF4>OBT z9{=`Qcs;qaS}s@30b~%!H`?*$+g9)fFmWE#a&k-gK5NX|gK%nhe>0x$)u&a$jL8U> zV?cBaAOe$LG;cE7yC5a|`Hhw zk;-E`_Y?KXE!92flSW!{LG&Snue?3K+)tF!+ww~re%FnpZaNXgLL0(_{>-Fm+nCQS z_tI@lZJ^eA1S})g?x^@$;R*#YJ-uL;E4Z00&b3FQcC$Kr#=*t~sYRZey`HyW!~Kjj zj@nig=8+N1G`w$IXpEp!8V5kU@%M44RwW{MYC|B|%H&o@#_i9AZ#^Dz6)82@tZr9F zmYpvv^8Z;Re4EukpEbxAUf!8B`>I$ONf|?-958iALrRMDI7o3N>d_SNiexQ#%ghB$ z))|7}nP$9^EHLUc>yiljaY%2rWuKU;Z6(Gql4F5vM{_@^lQh?zvp`u1n6}DMBgdMl zo%a;MPtl{<4kz5<=O`;Di{O*e8~h;<8|N#yX|>+E;=96`MeZ=Ft3c64Mt&62;AoUR zgAx9!IXR8o_COWV)E?=jz9Sxt|B7~wHJT$7VP`COO_n13y;X>1?%raoEd)JV8m6XD z@>e0SbH-P(n@tI1#h}ULF8-`t#>vFb%Jxjq@z&s=_-;gSy$e$$EAma{mQ%P59Q`Ug z$8Ss4Ta^#RNzU#j|UMh3@PF-E;1qA~0W#Sd%=If6dyP z%F{bvF6?WDzb|*CK#^?)|0t0*!Rs4$aQ<=uNk7R0#cv*HHFZK0B&v7WEP2+^2{`rF z#7Pys6vG>PTXRmk<#qM%;cer#Wq5Bzak{0Er-?U-uNo9cN$DCvw>=G6W-ywcp~^ML zlSD@&Ztse=io>mkM%#LG#57)O$sRwT8U2e+VHHIgkA|<;;~9@_@Zb7~xM&=q3C|tA zN2F{MWy2PAR$inS7z)|SlJE2bF12fq6z}fxiu~L?#@(#9zUi9}+G98`%7P;*X1Hf% zjSdTJ^e71}t&VjSk9A)R9l-Qu=anhh?C-L$Nj6Kg#_>%#$ao7x5Zt1!&DMRfF7{Z# zHPgG=5h5QU2+hmB#%*)56e2?k;aQNVt18gfV^-<;`FpjqGab2^9n7zZY1=$riLrGn za}Gv4R~=Q3Se?3$fkv(bHrH3>y)#n4M}2d_6%shyAl@1RNG}9RL&#J`s)1{1hF*A? z5##rv->2WNU();M7T4nY{dU$j+>2>CX^*%wXZ)Z>P!Z2JCDV$88%Gc*9CKtew_1q^ zJJOgs-J8=O(lwkTXv(6w)s+|cvM7?sDXCdh$2umJFik>-wElWw5B)pEYLtD~_^46K zEjrL+f1IJ^yjT`T1WqGSOL}~GJLU=KwhsPvQlTk@hEBZIIPUf2BmeF6!xQNYO5EXa z?zO2AKW-kj#qzXOvw z9$`ep_w+`pV+2j8PcF2p_S|aHeF#U(QfLin>pG+3rGZwsLM`Zt` z(|+jOBh#GZC;Kx?^=-&ox-ZyV>PZ2bb5+;kLA`IYb69K4ld0{=LjgC&mrFJ-nJmnY znV<9o9X(wm5I8(&TUS3Y^VE<7qSGqUBnxTs#0A^8#|BrquPyhL2s3bJuA{xi%hxe) ztro3VY-E9E6QF6W8F9ye zC3y|!=fW|RvJ*oRpmzfyot9@S1NmSE_i0x-uSB? zpz^F-*lYkr&M(fa7}5DQ@XLgTSZn|G;X*6I3P64cF!mu|wNqzr0$QcUqKNQy$+ta~ z;#8Fj{uaxdlW-Xpp~m9SwJpMGCZ9{>{)yUKB1viD`C!^q&lhS^8ygvgJpRm%xa&|` z2>%X_Xoc?Dmn$Z7{32<^a_IIrk;N}hQRLq|9^8xT2N+N z>}sy`Vqoea#^DhAK<9=Ra0%ggNs_XyETTh?NNdGR#`jH=v;SduL{(@5*g$nm$ux%Mo>zm}=7YlB@?B3_qBD*sP_ecZ ztBMnpz^iArCvBp}!(bWjKLh*E1uGZGGI}CD=64Z+Uu)Pjd4=H zmFvT_oW9*M_VJ=umq9JS{!Zlb;BkFy2mWX>(-I5Io-IhX+1#sS;JQgX%=7VW(5>Co zzW_hBY)&vgcTrCO6n$DaBohFfm0Q%TkVbKzYgTzlv1z1?dJryAVCm^@6y_x}o@Y4{ zveg+Fy7H6Szq0{y*vW0FW%8eiu@K*f?=t|ZaWxhEn!_24Uvv#LtTLr)Odd)|NKya) zfj*;58pQR^ET$a2?~q8~Tj@G>vs?TyL1$2{WO+Rx6IIbzk=?YF!f^;^V$dF<%@f%p zBMi`rk1OIvWtIDVyDN`;M=$MnO~{-!Vr8s`qWg1I-^yOC99_xZq=w52kQ@qNL}sIu zt#v*3x<(*#DTuh-49^xrUFM!;GuajCe+2UxZu=?f4zBZ72gC{VA_ud!9KD+fBn%#zJs`VmN4VN?lW$GyE_^P_Hs7AW*z*Qtb49gMQzjaRay9D6O%Yyh_L?5NX^~y>bU(`tma~GjaX;rumrcSfpTBKyK77tEFR;2B z=J{cpKiK;ZsKNqqOjz@IblDkVn;iOoKeEOG@VI%ciH1eH=X9VHp+ka9z5J<&9F%G{Kw z>3WH}_0C0kx%6!=vI68RqHsv$No`Fgt*(G4$zjoSBU0c)>P~lR-)c`#e~HHTVqzgk zJnL(6;GG*M`qb%<)Wf)dcs%k4qcqVgquX+`>JIY3-MW%rcWlm}M%@u|vl^TTw0X-x zL6&p|>xM!cLM8Ype#ffC4D*YP&D$VY_KWjmoCGPHCvFy#4d+ez3C-Eliu*fqk-SYJ zxyiGI^Y=*C`<#wQovQ7*ehpODywCTm=F6#o-V)FixPtd*#EU#88@Fg&l)W)3PltGj zOt*7Gkyo9KiXDF^LjpkwoDf}udPL7jL+!6X`B{Ts0=~yThMeQl`El>VIAGi0YFeMP zF))~T>R{T4#+mMk(Nm#l-vs(+u&wFjlIR5Ssz;#EdePrnvAfCQI(e>U;p`QTx1HhJde8(@ONJ09Ns$D_dsaASCsOHmWf40_?< zC!{=eI%aX*GmpJYNb#MCafy_@YOe*%yT0-HT#J+&nNV9xWvq@jnGIwM0|9x-*Q2Du zV`05+EmnGMktMr<+!L~?bQ1HNaEr7bCH7xr_%$E{^67IW;*@~Hy zSTI;p4i!RqzI`6yb`~|B1D8hIupvFH=aG-C3KZd|6LD{4-=ArMkx+eCd#@+X}KVRM*wxU`x8cN6kT;baKNvJhYGJRQn$($?J?S zC@K}&pl32;tY{;-TKs$lE{)J%x%jOMOjZ*dK2U-y_q)pvO}4p zioI+mgf`FNod;>;gDoN@#g$r>M1_nqszIV^8diDXrs{l+3wJi^SxZMjF2vh zqC0=-p{wrpBWN;CkHAiA?+LSKSAuNJk#=n2&xyn5>o0N4e)!Ox$xh~`V>3wSpW|&y zB0U()71z%c08YoFA8F6`A!jDJ?+0{^jxgs=`Mx^I?XEY=vvUspbuKWEgvA}|rGkk{ zZI3XC7c(k_PiSfL#e`9V^djiO?;cjSH&s@QZ_nxVl_2rjw#xEWt_1pf@@SGzMP!9PwPjplG(kSkM>mCS}XZIP#k5wkks(gX(qm| zI3~MbNlvV(2*w*4!v%h}Ti)JvnD#z@X_1Lpi}@uenv*+gTOm}C{$5O+MZs;_jnb_U z*(icn!+8blhnbBDCHhG}J}M^-@a)E(=fFg9*yI3S7YL_3D)ewU^>P%cZ2}s#h80#v zrI_NMDG7wN*>|>)h!O;?aHW=o<<(3TH;jl6k=x-SWa!Z_^Xn-pxnW`mkLoN!`R8(L zy~AwcFnq6z1XxhmaSih?*OzR%5BC{@K+|_BzA;?nO=g%}2wzcVYZRYf-nvLMx$3({ zTzty%SgNNDYuoF7)AVZQ@Q0kF{MF1K>JFr}#dth4S#|5{*{o-zcs5V z-MM6qspJf9$MWX4s()Tm*;Fie=jy05>kAS7g4dmVe2A)RW(D6Fmdf&(3(0ZQ!shaX z8}iH&zh=+rqngx)K<-SWzRleXk)tb8^F##!7mR{k1xsbuAaCT8J0}MayhP+v@oXvf z*L*67ckayegq5(_@uRog#yUqsqgv6e*Nr@* zN3+XZ?={~XFcPTzjd^Vys^O?PU*XLk@3rs$W!HOKI}Bk|)5QaT=B=nv=CsqO?0w;3 ze~rPzm`@~dFz(Wfhe>aP%7sK22636a2fvOBw07rQn(dEtfdzNPzS>Fcd~6cf6hU`E zc~R832z2UR^^WcH*}^PO89M>-L#I_C*hLLV4^_$Ukg+zztCW~@L#<%VfQPT(G1Wys zdcQ$QG6BtmX^7vwgpvL5PjjY&*MP8-I(E07gTCNbo;x14Obw2O3XdPUW9U-ssr>l%yTn%-RCY zYLYWGv~~2Nyt67-i&DMlKA1>!gnWk^(BBEtNess$VH`B1uqZga$b2li9eKkkDig4K zyBO<|`=2vv$b_6eAV;!11{YdH`~*^nLQmLpG)E&)oe2l=G>;_SW_3y?wvv9%cwxw$ zO51s*)+5h|VVfx3K`T@gg_Kh7T|Nmt^Iw)=Y%5&Du&duIa~C zc?qZ|EWw0=CZsZWnte2;FCRAhuNWP_0j!z-a6NIU`9Qrgg%rc- zxapLdOm*S$8ADqZ1X^h@u#pU7MnHrloWVErZmkEAv2&;~YHq)b3Nga*?X)IL5N|CqQU|okOS6^qqLJIe zO1)kY+z_V(w1k=!Ky8;{ET#8>0zPCRPFK`;jQFM9XN5QNGg{WAw|#iulI4B3xUE@G z%w~-*O9={cscTSQhCcb&sVNa?$SYhO#f9{1EZN{wkr2vkrKgyCGE>?7^kPyK8OOO2 z*d(WPt0-;uNUeY2{%o4MXyQ5j%brLnB#`hmty1vRWr}}Uo z?B)!@H*byFr@TglJFi;5KSKH#w6?BJSpI%YKrV1I`k`;LA>I4{!O*qebT>X;`Swyj zGHtF%Om72ZU@k!FSzz%iT~NR&3V(SRaO9i^3zx1=-4)}9qFo=gqk)u2T3tR$2&?I^ zXDOF3gJNtM%Z7E}`NMU91i);)NfyZ{V)ooCp>{e}=?M2MyR|k_vPAw(JF*J?Hdke? zsz8C->EzYuCP4#b(e4G)INE(SY(jZyS#bzYp`pWZqVxxe&& zdf98cE~UA7wU!cH&2DCsiyQ2UWe4c znhL$ZH#;Q-2f54Q&+4N@_(X*@(J>FmN2c3K^Uf+aP~SFC0&+?W%?oTJkt5}wNd9|m z#9&jI9;hf$iW*;lT{8j%gF~Uf*4<&BMrpWn(k#W(ZI4olgzxsr!kr#p2^#)K^GpQ+ z$co#r>QdK?{bO@9DAWB9Fe{`5Mual*JNVyS*81?59ru8*;Q;sCl`j(i8O;AYAkEy2 zrPNShY6@?f zBA>#+AM*b_yQLP=i>!h`~^o=Qc0p% I%-Hw;1L&jtm;e9( diff --git a/projects/rocprofiler-compute/docs/data/analyze/analysis_data_dump_views.png b/projects/rocprofiler-compute/docs/data/analyze/analysis_data_dump_views.png index e7302258f9647a8d3393f3bd3ac0e79c33a6a5f1..954ee506dd4111b55fbb9f8e1c01a1723cfc2a83 100644 GIT binary patch literal 34622 zcmeEt2UJwcwk=6O5xNlt$r)5~&KU`kF(49~+>$d*&OvepNs>fG$%5o086}8_M3I~` zlKIt$_n!OidGDV${(b+QJH{Eq(7UR3?b@|xt(t4DRUxX%vbdK>E}@{H;L6KMtD~Tx z+JnE!*qETiLHBqP1%-{r;r2rZOBWNkg)s^}m(+`!U9ImDZ|6c4ytZwz^#m|o$bL-<$K^C4t7w?B?*3k3SRD? zKV5jaZ-NpD8ygE_4PyfZxC8QjEIz4g zJT!${uq#SQu{{3Sl@$z(_iPqb!L+fQJ>a*!{p!=wMb-{xW2R(nWNZOCHgY*15H|<+ z&yI``KTG)e_;^WJ{m>0oVb;Q+V!$3jDE zD=TBe^Ur$TBh1bY`7O_ee_mu_ZE^n2=LI(4wf><6vf%DNO)0We18(GCcK#MT=fgvm z%NfH>&3-+ZgZ;e5685X{d4atd3_$DW{bxo0JdeL-)6Uu&^!J;O_Os%*|00ntWo&_* z>|gVE{u}_E|Ngyyn+?0at&RVe?i37_xmAr^?%HYSNvqf^Iosb=e#G(%3QjN!$MZQi zH@34fw$O8e8$18}w)PH)UtqR(hFe;|tUyai6KgAnyXQ3=;M&j(ZegSdLs&Z^r`_HG zW@!HFO47{Q4(6+5cn!h)BG=~6 zclrr;Ffm9QgIwh{zn%{+&%X&+_zuRu))TVTe+`UZ7y>KO7#JG|I|S(V{C3V?;5=W9 zf4g@6JG41?&p*7`Z(+@UUI;s1PNskB8#(Gf0y)s;9I^lP_R zm4}`OY*13*8hq@6YGCq5fCE?H9bjeu$j@{~Nl%syu7=Cj!^`h<*buBRKf- z4u)oWhSrYYivWCq5Azqke$R0I|H2m!0M{SE7uTQ9c%74=-{Q;B4(0#|o}QJxp1mWI zo&5!{pBwo9o&n?k_XXIwbMT)4%+eS*0ai$ifqe`1ml*>)=KmhbI5_?&%+9yy|CN1` zpHs%!>8|{3Jt=iNR|!dT8F>q-pZ*~5P5;j5jecXsERFxd*q?-oad7`ZF2?o0iLu`$ z4qX3C^pS22-0&~A@psMEzus-+{v&Q9-#N+pt=q`;=VM+-jSk5fe`B)fIe9IReih*N z$Sv{j&LXd^BT|QvMEZ;@=MFqlM*Eu&5AHl~0)Ckyn>t(DnS&kGNbet=(4P+gF7VH1 z{A~MkAb)=x=U=`lC+B}{0{#V3$baFR{w{?7H+=^w7`xpaXvLsbP;C&|aZ zv*-RR0er5={RLk@%KlZ-%HMXde;s^zerG%X)4})m*YZERzUSNdKVlAPr2n#w{~!qe z{(SzTNB=r-@&EgR>!01;b8vwm$zPK2e^V0vAFx{-9RI%968I?GEx3#3Taq#@(v0L6h&TI z;+_lYa+=VxozfQN)D>PiaH_zGYlAE5Lh9ak*6@o7jPM&w1c*an1eJ8>b&mYocQw zRfpRdYu^@Y^B;eHb${a3!Rp(5S7on(FJFEPcGETK%gv%}ty$un26;WA{2ufm1HJoG zB&%+X*|E9&=I$Hz>u8sgypC~ljZY^t27?A=@_SHc7i3wgpG+q~p=fD7-mZODF{Ede zd^E$cQK_jgNJ72aYl`3HZo8EBctm9Q8BDs{p@!%!?e z9U{=q9tusan0?sE1bXlnzmHvZA=ztxCUJIkcg%U>{^v@WTc_*I5MGNR_NAqz(l3R2 zkXJ9;A}L4WZr=5^5xZgdiW!5%zoE|K@bXR5x@7ZfdZQlV8J+th^2U}DvuPME5A+xm zlk_1J!q`n72@#wA4XQLKwpJ5$9^yn16e1)ibJc8hdj{fTjkhdD%2~=<9E-{YGd({W zi4LSOTw)+`@;a4fcuHU5_ygKVKrSt2h%q)YVqSavUH3&$MD>WZ*Wm~hR(*&SZTosj zx2VfM!YRLUQ)W`vjBhX$v4?-02N}(7jxTe|wA_x_kIR&zFkW3-iB%Ec_aPFDS(Tvr zsMYG#^5hy!X`N7Bw5hh5bc-S668uM#yWt6Y>gV{7%NqOVB@uYT7}^6JCf zN~yx$8N+dclTx;`F?MSW%OBuxWrdq1nwPcI9tK&qxEIWSM|X zZa%9~vqV;%lDFnxNK}j%Mr#mT%ahGPEuxe{PRo88g<2I>#GCng$DIkxn(70`ZC*#R zho3S|uJ#Y`_N7Woux166kQ1{rQmsY=@uk09x_gN9$L-|*dJM+?pm`5 zS?7L!H+_aK2e1*P>w9rnd|oJ8XREUiS>Pd&w> z>{>FxZLUcwJKed4r#>d)yQ^cQx|O=MuEwE+EG5lBkRS15M~@GGgr96ZdseTgzezt9f@1God3A2}^myX*>&G;qWbjZhkn8Lxv~_0l8o#YUuoEpT>uz{29zpcQ zj%m{v%b}vi5(Z@pp+c3tCOX;3kWd{$MqW*K;i%SdQq%eSQ`rteI6nMyngnjNK|^FOt+tM4M+vm@s2GrH&h%NS2UWm>6U-l^8Br|7S3%dus-2rt zSj^)p(+8%~gP`WIJPkF@&W0=MGL%$a<@e?p-+v%U<}pv87RG2dB&WB{v=WlniWZ37 z=s7*=3C~*;FN9yd9Q$(IuhHm5i$+0Liy>+vPblS;l+^y!u}AI!&ZJjBA_#n9^WDv;iNO+1J_ zV;f%dv8b&XjZ#w#Vb0lA@u16`i4&`)C6p*gWaD~T8|wGBy<^P@!PSt1!wK6f8?RdeFEqXJBy#!E%7&@n8$k?Q+@{wSh4e)GhMeg zTUeuUtT9Kw&I4D1?G&?uehWLOU^fo##@iU<%<3#V&qY!ht0(py8&eajMVc+g# zvl`YG37Bv3n1tvvu7>5%Og|eH3S%|Cy2sH$szhUE1Rjg@I|e%2QLjskD4e=3LTI)( z$Vb%p%9RdBV|(JcS7=6KWr>?a5OIB2o9|+t;||lP^m|~lS0owQQm_-fV~pg4`s^h! zY0J~vDn&)IXSB=4Y=t8#92V4@DV&NU@vd0XE%jsWX3=%M;EH;tqGQ46n5|R5k>Tc$ z9Tj1$Eq|BrxYc>JBb(e|_&yl$$TjVK77TxHs2L#|&6Xh52hpm-LlMCr{cd<3i@jlr z*gg>w-nA~f(_;!>p14teNVqg1zL12+mq{DWxW(XL@FL~gPUM#|Vfc?P6`8FXE6x;X z7C(xVVk=CB4)k$ywp_>GQG|4p2EAd%LGI#D1HtADSIwtJ?&$vB-Mh3@oNHJTr(gh3 zw3Ubk+4_^6!qC&~aJR|zMjZ`j*tc;Pz!Too1h4nhZt%a$#|1^Yq?mw9oc!=Q)1sGbd8n_gC%>S7fjI8P!Xjlr35_rO!Hfh+)@}TK{+u?Ak{$j)pon-iqE^NpMxuc~bxM;VK(#!V-Zo(}UOS z#{usa+1KbSThr^WB&ACs_TTQNz3nc<$Q^n4S(j^ZWu&4fs-}FNK)6M)v%fzA~$`oVNNoxHiYcnoMWs6JNU?U#j_!ZPQI+Stx1Gx ztT~xNfA{Uybhpk?oGl;0ZhZek%~F#9vE0U?Y|;S1?haButM{*Mj8~%8bd##P(^Pv; zCEQj6oO&fH#Dr=#`Vy)~p7NNtlc<_y@PxigEYKRxDO?RGpJ&2^LykYB@CAuZqB~_- z4TM(3ReKFVIiR+#_i}4c5M-h~#LM#Lq#8C<3(nUQUA2~5pQF+}{SOF7T zB)$AHH}A((0mFQaLOeeS&D^FQ4OrsA239(;s)b&?r^u1@-bM%6@s!59WU7HFXB0lm zVI#4Vy=>Uj`ed_@YAkPWGo^){QfHcwvt-N!{&e8H;BJT>c4X-Gz{|U>7*iE@_Q#aj zC5cXxEwFdiiG^YYWl?~#4*{2aG0joy6^Yzg=@^>Z#}Jy=ZT~en-wef%{+-* zt2_J{On181CN{kMwe-;b(kYeN;24q^)T}No;Y=&KMKRbX?iN=({(MWJfQz~JWblpF z3gA$5SXZ$*Ypvj+Z|h*qf#1-#cA5fkS{&Vetm>q2!_{vzV;y`PRatEDoZgUixGXZ* zmMUN`N$5eRBnD+SIVKnL6n@RZA5@_oCmTsYz89DgO#9&>bkcsJW3x{@?eJi!(C-dL zpbs^zuj0Lf?=7Jy6#G%1--i%X;!0vXVf8W-Repqdsl>EF?NN~P-J;Or zg->}wk1yXKNMIrs_J1cMe}L}8$w7VB-Q>zM=aVBu3a{l;iT)u|eD>(1?l{@T3AJpQ zYqUX0J=apUqnQ?R!pMaN&DfHIGNL3oRern)MVV@8ek$N2uHB7=jais1l#~3WdyPLb zi9qc1i0f8hxXsq;l-TK(m?c05rbOl`tB`h4%h5DT#O1-UTDKozyF=d%JzFaYSH2VN zck3-rwq@N8eIfdc?#socuuDS?r|lQICpipTRj>LZaBX86um<^-*kAHNy;O-Z>qSIF zcn#iT$I$yy=BZ@xS|nbrQ79_tLnK}{$BlThpj?|kZ=YV~ka`gn)jm=@;c`?psq_zm?$QhF(GD@n#TMrhvgFDw-{driS5m-28JL0 zSRIe?%tO&&^U^ptlPN$n}r~M~@H;z5T+Ca@n zrwkMDR}`TW@j9InJ8AYjUeeQ|6L!eb|FOR{$3cw!1R;%?qm;9%o8&xFVa+JitubpU zcW*zsLOJOZSgP|7bFrtbl$!>EYmXwt49E{s==3Qb3g7$w)Ch-u@p&O!`_oL?Q&xpp z>FWCZ57w8VQy8e&>8mx1>vw|Iw^R@+^4q2U@*i??J>%p8H4oxvIlcx{BwZewxmM9% zB`-olwJ1C3Lr9zPB9RAe%*?zB1iK;0YvlkQA&BSquH+~)K_<}+(Y4vNSL82dWDk>^2LX)0UlbL=e;;t*Yy7irt8Ad54O7@z8@%Do> z2MU}^r%5iWR?-KWhe^w!>WLl-1=7;Ybj}b0+?s|9dJlu$Q)Yk<_aXrsC#pST_s*p_ zGdPCJJXe9X?NvL*B3QRPS0w+uVM>If6vfsPa{(9y$3)D8Nh8Bj*v_o3AmhbyD!F0( z2#=l58m;cW4O5LG#!&|oM;|8Q%&RPjMQvK8y+%bWrfe8cG!xz=-FT0Ad_7pK7hPd| z{H3zkd~9`)rFPv%oVsnCtcVE{2|kuopUjMpYh@0s$>;-M55ZMk;FiXDxlxuE_U4){ z;$4jLl2I-~$$-?Cb6Fokifue?$n=#J0S|H9=;-#19LTg{Zf2-^qgOwEBb##m6NBL3 zDP`UC+fY_sC6Cu)P0QPu~_on zo_D=={9-#= z_1vXCep-k-0;WtZhS4TrecLh@wSn^JO$#FfbKezw8J3;#E%u?NSv2Ty?nkt`c=G8g}~y zYE^M@Bi#mxj5C5(E+cLBE77Nd_7OS6e$dxmSHeBak7wwx2( z+}y%>H`fcK84InrHb043$6LkP<@9?#BR%yLde?SXrjrYXG;f7*i(!jS@n~iB!C`fq z{OO||3baTu>Bfn;*)JM<*Ang=UvPGyb}YDZHVo-!%*j%s8$|NT>B7WI*Nv{w+OLk` z)IYpJ>+CrjvN>_GTS2%)0Fy!Q5L~5L#t$#luI%5NH1lkW;`UW?<}1j_4lk@f86FiG zYU@eTTfK8{Nq7AkWp8+0RpP86*M5SxsE1^RTPO6#57DR|wv=@)o3eo8ob@fcqi!;< zBQbb}>yYGV*NDPN+=G56#?gETn2mu5an@w1)TkvuJi_(pIv#(Y%kU~E7jhZ`vW?%z zKwQ$xG@(^U3E?qdMTR%#@-nE{{WIi39f5pe4mPj~d|H{Imv{3l248DB0oN`{x6~y3 zc-6U{X*lpkvBx8hL#;M^b(Yu5I$p3Dp$_|p2hFzT4ciFR1YaIrMvd9Ii^gB?K90b zr#l+?7B>vLsY|=DTz0p&{e$i$Jj&fQvmSV%7Ff$H)M<`~CcKV_{Z2iWN{I93^8M<7 zLG#0DmiUUEn&FuP>90?&F+G}fmft$)y|i!KaRl~jV~?ZhSd}on9^H2~u%XT15oobG zg&NnpRfV`+pDpjMjA%FAjmJ*H@avkqY4jlhON(?mFSmd9(@sgh^tUMED&{m549a80 zrPjKfEheQ;lr&p+c5=VyVnd(3*AFz~OuvRt_I^ICvWN8gPcKHsA@ZGD$3Da!pZtep zuhiHbe55(9Rn0hjNU60N;Qpg2`I_@mEy5rcLm!P(qDxEc=ROi&r^Xj@!g48@q!9ne#~{- zHYsgF(%1|2N$h*xY(VHN0=nY0VeU(~;L{{RU?EzYp;WGGL{vS=Pfaf=V2?X9p zHU)1bL%_~$64uE(4&;Z@>_lJgZN9b`eP@d)Gyh#|r0mS=Aiw3eIw*@Eq!PzOd@0a@ z2^medN4I`s*fH%%w^Y0r+&LEBD35mwU3|N%j?Yi(YERwvzzNHx#WPyKFB3xxL7Tg% zBy^cGc4#a-#NlYq_V9C|=WVsml81_T&Jee;oQ)u+*7aBxN)OW?Jno3`dX06^{x;{CSYz__m7NK~(_%c#Lnm$S!A!nNBV{k* zy>|h2>)#|ozm=Z0i1@vyo4pwMUU-p4QDzf=F-n$vyS;h$U}q`3Sq}3WOr2_!aYSYI zw#U*b7)rC17v~SknfX3eNs+j%&6}Yf%{?M+yZ$HHK&-K)+ySJv^Nm{IaS~qgn&`u! z8Yj+$1+8T)$6IgPNUucSwKzja{pj*prpR9-yu5Tc^psBOd{2H9cafek)xbZHE1 zmwf!IgG!SXj`8i^8eyW!Xmv381iHcU{di-HXO83-Cn3i+&dr#n>Ku0>UEyAuDsh!W z!zMUE4v$`m5GZ_E8+6d*v}ROIy1p79|6SMBc(Ytmk7~VNPyQZ; z&F^VR7)i+T=xSX_rxZE$b^Ya=`S*f-LpEPh(#ODZc}upFq%iP=wTrrT0&3!j*aCY!jr)mUM?+O&$dXAKZ& zTra27J(2X+ns~3xuWKy4A$*J3_gxOF+hWd?03_&5sz;?8e*+eqO=F_VgWc&4f>&|a z5XquvwJ~V)cL3Q)Y{-<>qGtF1C~3CQjm}5)NDfyr8&J^kE0sSfs9~tJ?ocBIFSPT8 z-y5Uq>0J837RF90#YI)V1Q@|YjOha;`y6Oata0jV!9?rp$8?PGCI9IBofK1WULC6u z^ME6xBv&Dku&4Ki)Se`&mganPf)NnldRlK+NUYG z_YahhrX1c5tUVW`*|H+B+<9vV^`;B4D)kSpiWht$wx<=UQlpeA>MdM-z~Bnm(o4=1z3W#1gOft5CLt%m7cusc_1F!q|Mo}wSA?$sK2K6q7F*keYkP@%QefUW&*lkZimSY>>`#fQE( z4@L_g7Jv84*zA0jCk&o3OzHEaqb6Es#`@Y84&&RC4^uJ+ym93f))Q76d2jbpdN(xm zZf%6rql*AdZ)&dgR$pQSQUMJY*W_fZnhG)+8v`^>bNMDdH$E*sPqK8FbVN?aT$|aL zi1e^@i1haAn%9L3wLIp7*TsCRfuePIa<~@mI@F?DqO)k==iV72jPK0nE|pj!oJr=f zTutQOfOoJL-JM4XmdSEofgAjATWm1W36AA4JW+!vtt48EQmG#udy)8=VrP#-+p{#< zZo5cDbT`J+5EAyFK%1C7jn6tgdNwGqCtZYewU`XYFW-Xpf%pcC6+|(WzYm1|2s$@KONMKm z*K}P_R80Xz;{`l%ol70cjX>}CMeT4oars_Cf+2d9&!5=ETHq8PN9V5>P<<60`i4G2 zHM0%`yYkG#kJ26VaEKOtz)K9?qWI1SB^RLIsFlA-p~O1nX=^^J`24Bn{^oAdoM~m9 zdby;j7@{|RI+1=0L)# z@S-834h1FW>V?yFo;R_ITQ=Xr4L&{ZoxYj$OAAoS6qByi#Np5kI;`2f*>z`Tx2*flYykM!`}avg=5BjJ z$=@T%Zcz)0no5RfEpy$1)5|U3d6qb0-jy>Vuh4W_9>TBFx%-hKT1Z+UZ32+?gi*97 zJ40wyUZJ9#$d=Z zDU!qazLz<;((2*Mfa7+7ajzn*dv~mLT4`XBwG|SBJzw+R?9cdJ3U&MN=DO0jJj}DP+#Xu8( z*t?gKTUgUb9VJ}-&8Oq3zLvMGKGWr;Xz%aWp}BP~8#J#kbjJFMEHZ4pYr{0BkD;-S zwGEBh6rNNJag-X_2)}-c&HYXtQeP=E`2odaQR3Nay;%{@7CuM3IYaLNilsn=3>CqO zjd5Be3C}H?iwimWv2Q={B=>j_;_b=nOIFg6`e<{?rlERm%_AIN0g z-y`6lhEPIR5!EmW`^bWvI&ATws8R6;)GFJfB4pzPeNqk!u87^o^c>jiW0>%9xiK6q za*RjQx2g4MsX`WNnDB*NSFMJqqC(VMU&rpI>?tUCFAkZoqA8~B4ddGl8GYzY}jGeQ!H*ZkIkh@jBD-swRBLLhc5>4w7j>2ynU+n zB*g^W1+--6-#b(?sd)}IXKJTeF`2t@u9c(S^#UR{#rss$4Y4Pc z)wYDvPu+u=(`|(jn{*Y1!bt+c(~aL&Wv(g;R!AnJoydxotDCtU?QKkY>35AZ_i)AT z26@viX)~>EwE3xybC-U6v7SqYC%iY$b=3_}ktrrrO;= zyyumh3GJj58vWDRSn|}s?cxE>0I^_)!)7@CCi9Qh+r)wcjfA|#0UsU`dT7>rdKBwy zzYL1lIhFOA*EoHnMnpP96ApyKqsaZZ+l@droFs)$XZo=^LM`aFZYoTPBU-;gzQ$Yy zjO8lTol8DW;@-8^&OO3R27s|0KrfPdnQw%=Axk^H7ns^!!Q}=ooop+?f*Aph``} zNqK8JWvpPB08puHK&70w*I(HKI_7`_Mq)(_-?>ebZX+J zsT53mD3d{3FzScyGLT<*q)6l|a`N$QHL2y%*u-&Ki+iVN+@`=l3&o>7@-=w{Fk~}P zv}>^lTAe8(`MrSHN2jy4v>xWqEe{}g-_#9vdB1T78RvCgi-&tWv9XLQgtdl!yE{9?7!oF7{c^El=7XC!kW@P^C9r6}>#aLIIfSxgMb;Ws542$J#}Ry>1>x5~R%3*uz`@>(?mDW_ z{FE$bhG&$X@;b0u9|HAOt#V$@on(q3eK%>w;TA@BXXmbFo)uEh7}>F!6Y0Z^&K}2& zQk@(S)UrR^9kC9dPzyU|q--?V4)VNRbFD3)FzzB0vYVE( zRgPlB2VV_=Jsl%}<2utBUv59AJoQEKmF>lnOgu3P9JuvR5%mz&t!a(geIE@^6vF;` z_x+L&=_1u;qGPOdfw;k!bCE&e->^HsB9Kt#yf*&UxGUiTx$VC0^AymEOB1kfEzqrfyp6>Pa_^jqYC!^6mRQs`KP-rE#yr@eyQn0VHGG#q zf{=oHwbyB#5BbX6PEg5>GO5ETzUY%RuTwXzGPCGOx3HYP+iVLeSFDdj-1mxnaId$V zsCj{16f@!I$z>;#?xe<+>mxSV5Wv}=J^?~ssW&oiNytorkBFZ2q)HaBH&OMGcFCP6 zx73nTIp>6{Tj!iGnvOvwoh(biLaG3P=xq?6#_W%NS_J}OlfZSjygmL6h1s4AvBHj&=`7RD zcWy&YK1ac~x`+d`V^-7|_ffnDFlkqS4M)@~J8Lzy{mM=V8d~H&<=tF`u-Imd5 zmeoP00ZglT44qo9%HidUm@gSwlBc-*Uj{xX$6oO zh1vkZEG(jO`S55gCZCItsmF^PbKi*-cy_W_S5}9LX=?+sMeO&l@u{b=`vsbyqYr8@_g*nW~NLQIJp$|f1AIv{%tkai$oFk^`@(F9Vr_>^< zO>%C8bBJ~fw@Eu4gzz_NjDV8vv^en6CZQ=wqTw4R9O+ZdOO!xqtP|%Y{Zs41Nclb@ zlOBY{zYf!obG*l->)O8pxj%cwwYX+9zN$>D_bZWWSr;+Rt_w8EZ_}h z>`_t*Sz-)aIjsaIU_rMW48UUAfW2k+SQgw}9x3@Yd@V6E8iJ?&PR$W9F6v$R{kLwS9!u8}EyzR}c`*Wi_JO9DTpH z>J5Woe8RKp>WpjYZ(CD{3`6i%VrNBf&i7#&rghJy3%DI@!?Ue(K1oi*BDPUCRc06J zHjp+`iOZ#Cb8A2Z@Jfl-%$}V|s?(+K0JD6Sjs7*;kA0z6YIpf7frToCV{yHHqpyLe zW6X+ySh>8&@?9bki%+aS5Wa7w#|`^2K}wf3wlTuVKy;;#6~1Vg!Yc>zdw*d67`pwA z5h9V{84GdRzNl5!BXT^IZs%Wxz57xjW!?~{_F<5N`onh{OTI(W5D$kek=0`2W7J5q z6ehU)w<^!$19s)1CcOQjMoeo}>BzX~RZO2E>H?pG1CW;jWq#+zU&ELcB>ZV-bNT)j zRAnTGe7vTAe}UUo*vLS1s%wOPdUe(K6swdwS(dblm&m8YXk1(4v3dB7;=)2UvZ5-Y z-5;Yk8Z_Fvj`_viOSx{Db#4nhGMS%;Nbl&#xt<*DPkyeA_Vgy+rA8@;QODq4)6e$} zqHOYuEx!4=Qw2AW88KvZ`}@LRFD<9aEP?Phwz{pA*Zd#l$;T@2&@5GErG2GS6|0b} z@;V{*O~5J*uRhVO#>Tk<&#BjU+Me%|;q5Cg|Edeie96DoN5``#JcTTJSCxM1awiX17H``|jSh{cNS9rp~7Q zDf9&!n#FxvhQ`Sk)ug5pIUPY{)DJ$=rVArtM%dMavC@UFkBX#fMSXk|b%Sb%cs>l% z@o18|`9v6glE+g%IEteeK7$Jp1BQ0!lc~-?NYfe%hltAre*LbLhd-a197!#6=4J9l)d-g1 zT&vBnz>*xJv|?4POs{#Fks*Z)N41aT3_%%36B9Y~AEcf!wbvkQa1+F8erW-(=&5_j zFox=#*hD_rvgO2%(0+D7Um)<&Alb>YwD)Yu82)zp#e4hH%pE>LKnD#s;vK1bp%}qc zAxWilb<_j>?D+iZ3Od*|qZ-%Ei(d-H10}JLj0p}{92JHg^!kBC^nP!okMLOx?J@~! z^!_vIIAooFLoaAbdB72cCHX8GyWJ@fD1&P;J`ebiK~D>$geOwBn1+<_fbv(PfLV2| z`ep_oST866+dP2XR5%j?sink?M2&j$VaP7UkHIvW!d@b^H-GUIz#6SfQDdvm8Zv_( zHDBCNIZxPIw9+xsb(S+$J-c=Xl^@!)SYG#cw?cs(D7Wdf3emUy~ zDK*mD+&EJS%~Zg}ih$MF!dq9Qp2P~6qd>g?zj5bP;6&IK6hFRH^a-ejVn^$K8zVj* z9v(8JpNHn1bUc^vyJjF`%$Pi#|?HPF71I@Ngn5dR&O&U1$u?0br{@hPu$V<+%xz=pd~ z9r*dn>PM0&ei5uvjY3^p^GFJj60f}=FYF&X2Se4)g)0;F^;VD#*L`}SH-0D>9y6WS zM&8*PDk&GA?BknxUM4Xp>&(|RgPVRtlDN1UZ=Hc5Dyahas?fWC=~$}=l5f{6TP|2DmP>) z4_7Zx7Ws*K(rqnZ?a%moT8-CyT?aDxHXwMCUY|}>XLZfE;3>OfIQy#ZsNb0g^d?H<)hCUED+vWn%S%^ zF{&`9kS-Q>^Pn5{Ly~-1dLp^BSj{2%(<;TR5U-);rt7x`R6r%tBs!-Jn`_w%-{o1u zYuY1)8;AF{KdD%P5UtZ>(*;Gj$Kq6p-Nf(WnKXt0TUY^^o%fSXN>oiZzPI?0frBPc z3vG}WczF5J)9p@>-u(*%`-}V zWaH`bAvj&I0`c0D>UdYw(5q8o6oQYiWxGig1-JpaJ-0|tBcNahUbD9zqw*4;Mt5DcH zkK@|CC15}6&rESSC)v6kL_fp#pT1}MnBSKz8?;kwIa01lr1wyTIy3SWl1sGX7Ez16 zzH%Yv7crld|FA1h_8O$j4<~ULN@|YFKB)cyk{$?r1%dm;%YauNa=n98t~G+(9D2o7 z@p=K==jukhIfyo!7-Y+OJy*$~pfPeVsMk~!zP=6-ORg!yS+GA{pOl(<`np*}UH-Ho z_y*?4KnKCL%eM{H+eB9~BbghrWg|%>|3=n7Ts_zaX^h>R#*c#K8hNbKxlSL7>9@F| zDPTu%Z*KL7k?thZ<`A>BhHud7D3{FQ7>3u{oxI;^NX^xmrJW-C!q|wpQZo4N`)Mc< z8`^$Mgl{Cs4{RlSg4lS1Ob=xJxRXR#C|uJU0v`@KGJNz!9Ru@D{Fy2YxhGbddhrU5 zi+Z)2ON&uau)2ZfV0=fkMWUdsZzg2HNQta-)Bj*dKC!K1Rd*et_eoH5!RWN4({LOF zxiKfVg<9?i@WDmcgCRy)g?pE9(-RLW;C9_Ns?ji# zgjNGMF3e2}_oR5iOS>;PL*BQ$*p$T#_Uv68_N! z+aT%gs_w38S-;~|%cVyYKy@>PPBpPvH!)lHAXHZJQ!7_1hL}1Sw~{P=tFPI3`p0v%QC9vW{un-l6Vx!i%_jYY_$gWBWBvL zbc2Xk9^F$LQ9pqC_{<7y5iP&$i0A$x4|{`;%SEAPP!v6oKkZ57b*tD1&)&BZ{}?t7 zZM;huuyeT~0BQz#V#DRu|qguqL4iUe&I4VzKaGx24Jhc`;8| z(pP63lE}*ZSY6A6K>WCwvVZ3)jnQs-w$g#ZA&1UVyoPKRLEVL>1f1&|cakk|M&dG? zJ$QU0Ya-O^wMDkCGww?C<-Vz_6Fmf}8FyZ(DbqcSNtP2A7dbBM4`CilknpZdNu2|t z`dgs=2a#xh+DhK|*6mjraRv2)wbBkvW0_bPM^sU5lfWf=be&mN`=m-m!Athbw+#+2 zhz#CmHXVOP@M)%?o2wksweW(O5=?ne)WajP(aP#@GJ%qJg`N3V4=pb9Pvm^tVb8y~ z8!vD*YjmvHQ)?7wnkUR>c7z!m=eqGA4=;!VsrHhke^XI=smwivae?;0N$} zirEn5q@!(uk*FJp<)F>SisQhTg*P+m-VHIhWyvQx6mwXh=@^p5-+<fZIVCkzKGXf=QZ zcl_x?(}BVVNzF4yFW*z}J`CzsapoJOg>T00$aD1|@~JZXMu#Bm2IK6IN|hd_?bs$^ ze~lPKRUsL8@iq*w>@XJeO=A8|IjJl2bd1y(ffOacebo2cd=Ywl z0f+GFR&kmI(P6RDKM1@v2rl;}^t2q@Wdq6yXlL(D#xmLJc~#1hGKr_|ot3ih+E~GP zjXh<`_Uttf@#3@458b^f)pl^IFtXHh>GZ~2zCK4xHY@Ks`eeFrT(P{CT)z`1=xMl_ z*L5$Dg@!{np4x3${t|YMEt(L!Ow1P9Wn#!6wsCjG^pH1CIdrv8qDaH+=4mWP4xVFQ z7T(nLwPHV`eF6`;L23wa?Mbzhv4(!;_wjdX7$XjwiQKdBd_A@eJ{-#k_9PZ8rB8-JW1k!l29+&vXO~b5*5_E;*@{2@kB%Ghor}ke)G+pVv>~bUSn!Q zBCkr`JHg{2-!Q26v zqZf+%xp?#Rld2HP`)`c2s98QYI4-?-P8ntNI-~B2(mliczN$UH`f!UpVoUD+Q>SuV zdCs6uTT$Hh>6H_=j%hn(9&ZGB#vNWVWZ|tYRvwX^9pg7!EJcclRN>z3!r^lE{f}=W zxtpp6AYqOHcUu89grZ6Lfhe(=jYj?%S*xO1M@|0nxhm}98RPuVv-#Y;y*WvI0PVwn z(fRyLsq6p>WXk1tPl476()rK;^`%vf|KN06+!M#A{5Fs(%cU6G&N2qqfD&5YCh2_k z#Iq^}DMloTg`&+s_in89v{kvyX2d&c)K#+J~c8H3jM0vlwHn6G-N-`yPa zm)PRaKe^9)KbIa5NdXMZ`VZF?)Uffxq{^EVz&g@GCA&3w-rj2kT~hX!NO zr@?u`Lu1Fv zP)PAh2SzgoqwOEe0L$fPly-9A*y4)dfNl{W#1|0zo5l=?=j2rm3o#!u#Khcj3BQljdAL2wO$scFpcJ!; z>I1n|$RnSan&4O>^*}w)dN)2Rw@2MU3YU7G`}A=uqm`e^t;QZh$&A&4A5$yV1-i|4 z6KmDFI^Oo&68~E3<~+Xyj=|s>w3zgd1G2Dua(vjx*tvejgfi~uKL{vC2CL=ksaKIC z5s(*OilpAQvWa=0AK)wnJ9+sXImV58`?(1EjRQa}{Z>Jk+HYc{+!AL2h>O?pJ>?vF zgW7BSFz@ORlVDJdeachOqKmZCRRo7-fvQS+4@|<9EUVyKMwizmgoxO5%jE8W6tXgK z9^tBaI5-GVB#&tc{Dmee{{HqJu~UnIpoj8oAc>L6L@voepwT+`DrK-m_9`G@xYQ!x zq(TayZWR*iSl{V5>}M6Tb=dD5;1+A0dJV1CW1Q-3AL7c#{-iB3q#SIz8!yRDkbLE! zOofzV?50LEA}`FSit-NMRUfvxJ(`*VDOMyQU|qmAl1($x<@r&A|Bk4fkcvKQ;vuC0 zBir+>0zd>IBY1nZFHe;w0aZb~YB>_FM=%9z(e>%RzV}iLLMh69GSGYcA^E^{#55j&axgsd~V-~s>p>^BeBz{wUTun$H}3tA4B74=YX9*BwVPsbLW zQv9ekyr)z)p(i}=wLC$vpkWv+mx@K^_!6tYB6R&54fzF&kZx+L&EBr&j7_^Hzle=n zd7mPTrNn1fuw&f`(Q>hE*4t21tAjkW@p!&MWPv($)s+5Ph^0pt^p_SO z8A&E^rCi{J7trEkHXVH5-~ z-OXYlM3DTPaF-r1UU1l@@=3Rl@&D=T%HyHx-!@~LN|y9UWEM-wR*7UEV}v9WAzQM> zlma1;yYYk+-usN6_x*g{_w#%IYn(IZoH^%wulv5Q z`?~H#x)QR57!uv?G`XnONd$Xdzeb}m%G#$wUVIQ$ z`V4#7Hl+w8rhQQ3ye%W*$Y`##WLqY4^h&2zLF8!#oo=lJ#l^OpGBdale6m*XL(UPy z6M?jazXaPYCb7rLllH4g?VF?FM&b|TV~?oyW$N|)T^hCOXZ|gdXGw8XTxLEw(MYXt z7h}{jAhbweYzfm_sk;^Su6m;AetOomYqvjnt2SDypK@gtKA2M zeAB*$Bt7YP@e`m`P~qnQH@aRs>8Y&LkxH_s7G9_CWSRb5F$`82fCAqeo67#OVng$RBvrd!&_g1Fo{H?LyOE^lQ$8iVM71-pBsmX=whoUq_I5t{WNWQ1|SE7P!9eqH~<7t`PQ|iNK!plH9xcXy%Diw z0{x=#q7bT7nTfH32GCqRIc-pS@!j@Et)8jv>Bvny+GzaBS)Dn86MF>#N&u*fgn3** zvN&{&@WacHjh29(s6SI9l6W4Qo&euiYBW_LGoVN{%}@Dgv(pKc(cu+O*xh^tpzRm+ z`k=;mnrlrV=(4DJ=4IsJx*M62lS2MlfA1@lGA|7$w|9E@cp$zh>!=w}MeHTF{OKw{ zy~-hD|32BE#(VZW^ufsGoDu(g{*2sif8VZ(Od`WW&>EM$^8fLE>|?qM8^=DeO4?#0 zwjX}#Wkehgkxe*8ns<2!V$YM!4l=|rko4|UuMPawjZyL6jlLTS_IVZo2!kcy8103q zp&_#I^$k1* z8AFjZm$T@wM|xclyKdWkx~I?q6E7^2o{${j9hz@(GtQ6T3jtYDUlg~nGfhaZ28mtX zUv~6MlD~(?bv8n+u8Lbqj!6 z+VDn%?S6o~^5FL!{#w7vbi{-+XukTE81@OxOfoQJ?_6JBrEWXe!AlJEv{khSZ9oZp zlQroHyMp)39kM7Y&BH={!crnn=R zqRQAA2y0N032u*LoUP+B@zpL^pBG`J*3t(gDRhyE)V3o(Qw^t zJF_dnm_t}WuJa=`cMDWB;9K&$t@h6IGOy-+Ja{&n`n@qhpnDX?x|myAXM8?aabk7- z)8OFXS6y0-MY{9*3E`ltt+^|sDb{_!LdwK0X3$!Q_T9)^=`dkrh?dx1Bln@>Q*It4rbSl9(84n*Nm|POg z4cd4OGwWbkJ)?M{jGACGPaaqf9%u@W1TT z5tyHo%Y}LZ=#}Q>3N1CM;zio1u6ebun^>LxO6aFTHPQ%pRF7(d!5@0j*H@0jh#P@JF1OIL|%x8F?zh+c*yr@@?P6`fX@fa0F3h%&yc9B+`F6b$ve6B&RCtYf4db{J1X-){lc41s59~ZoKxQGoBOI?l)@?vCuZ0S+7#38gMRHO!otH{+Te70a??L z@b(3nzCW`EPuXAR*%O`I%O8!}MhqeikS0cWw!K_OO=`e&9;PhFSNcT!0xsgGrHz$?64(BE3)cC%kgzV0Zmet}bIjjdajuV|n4`66tw+fuRzj z(?Y!1watz72x~W`1G%RaIfHG(6Ee)!b$XglcBryFTTM28Q9Xq~MnbAHI^-$?dhc9c zi3B+{Zl6N?MNhqA|A{ud?R@V*eBdOk&;C%B9pqM+%HvWGe{mP`_)5x{7#Pq{X@|#| zEoMUPX^5!mhh-Rl%=a*XqHMZ)>;nYLm>-MNU>mpTk1S){?gVn+y09r2hA?a{M*T3& z`52K74<422Y7)u;VQ|#eq@g(@x9VExussTzZB}TXD>T zpp8K_Yt&45K*No=ey1_;%z^CYu-BjUOV!OECxUMNJnh<8rzSR2rH@elggveE3CFr{ z`fl3s@{!iC-_;xS0WYZURA&v?hV>i(?}szB&&&7%#Dz5$;Cbzg(8c1YfKf`>u9~~1 zu?Ye5_xvf!COUzT74@)bnQ^1^G_RvmCsM^KpY2?cKaoc2v-ow>cr&aXS~%yuRE))t z+(TJaoUYF*WpE&G!PB7JZ zJ*fsT&JuW->fA`{bY#L7;*<1wubqPh!1t6x>EV`MG?*Y;{=Wp1hs%IxOG1Z(OJ+l2 z)OB^EJ@hC6$~s6iwVCbA(X!j%huyq>?kMs4P|eKNfG!_dJ}ASpKKE3g-hk0vNSbF> zi$95Y-xM*Al*z0&56NKJ{d16eu?>}2|1>Q`{+qT^YyQs1WEjezmmb--3{|HlrGe22(O93Gdx7h6u=uOpmNXUZ4YO%!2_Hg zrs2ND3&{6@cM|C`I_PQsSR4i*_6Ax4g3#mP9cMmf zK)%rn)JdE_B!MM*X~%lOKE_9v4RblSv-&>>*L$H;0U9suk9Up;TSULWJ6#3THGCb5 zWR1Pg&0fw-b>$wr^5r<9c!;WB33Cz-%QUzwzSPQXu7p zR2pq}aufWPg5-N@!Gln$J5Xf(q5CEml@e)c;JdB2LmmKi!AIV6bZCG+ z__awMbKl}8A~(^hiZKqh*w4MowTHrCHwOVOmf>@wWr`h z?tZ(+st~c37*n4ZB|m3?mz4#lqY3^M98q+agA&s&+gKJsbS!!|&Hh@56esP&wo0VE zkt2D&Sd2^b2lp~Hx*&GD@t4kT`nUa-3l~MVC;A2WYOX(zYzFe>tv7ezmqJ@D>RR+# zWjErb30zDrktSXMH>r&)Kg}UmXuzu!Pd%hR-YCn7nv0(4l^??>kzRqz5O--Gf6@9I zEB_|G`bNUWNNRS*>f1pDMbg^LsBMDh?!o=gb~O7kq{X>u>j&olY(8fO1~zYGcA)+{ z?&F+I&m%R8im&}S#+sZcfPeN;#pt|4p`w2^u%eu|E%P@aG?$VX>Id6|A+FVxlbS0BUOOB z7e(JZ_H54wCpL4x4TFTB`oJqw7n#hHZ3G0+B!Q)au|)HLqhm023%`Tz)DH{2L$~T{ z3^hNZC+USZZnX$opTWSB@Cz^!XTBRp@b;JqtlGn|Yd|-j>}c2H9CSs5{5vnptJM94 zMa4xk>%iyltmM16Q++y|a`P|8GKlDSriqd|^E!|Gk>Y*@`Uy)O?!1`WKLttd<@zpb zB+1e?Wc3k~s-iG9oeTr3Y~U&g5U z9byK6{bH3uQvD=P!b0wigo9Y1TK$;Ket%T9&D~Qcy|ZinW5ILi3#VC_Q#5 ze5BY40+2!F=WzI^5~yaZ+885}8dm{ho33)Ldt+$xSFo3h#K!#tkFDe%$r$-S?DL8= zVy$9i6zbxuXt!=huTbv)`eogA07eVK8^p)$-xB%M-Pm@Nv%RALB_e$ zI^4I~|CUV~kP^@KyVjOKI{q;oOZ{%+zPey@4NzO`Z7_xl zitd*%kCAn#qLCW6_h>nFE3M8$vcew?Buok8zi7?k9`@C$+L!y`H+{ABPU!MESxh#- zV8RL`N%GAH>^dHzLJiAMC1~@qpynng3jr8+FBM&B6HxK@#5uk%+_UcRE1V4i0*_dc zdkyV1pPaK1ZsWo8gxkmya@S~o$5CR~6Kw=?M&71b2*bx*x+P;DH+jdxERG}~+)V}~ zFs#awUsRNFP+|!5>F|dFTWDw1t>O=GaERB&r{&HOe5(LUV(qmzJ+tfm;+X{OWrV+x ziqt#JDTgBEkR9(S`?UiPAy{g<5Sz~gy{o%7b{~$@TXVc4#&GH7B7mt6vR9kJdarj+{I|k)x^EGip ztWq(Hna0A1hp6Dv;$H%tSAoCYRYVEjb_KANFTL@Ew9(#bj8M#bxU2K9<);O&H>Z`r1_tDAjM)R z_gpEsp=Iw5H|qeFg%kW>sgEuiKBME#znhxL%*jYnNYDM+jOlb{1N{7c--QwSP+1%R zVuE((iujgaH5)#Jmf3PAEn28}?TtfcLiThOe3xkg4Y0?Ygh0y;3H@uCH literal 17433 zcmZ{Mby!s0*ES*wJ}MmwGk_o>EmA{^FocwJhcwci!-%K|1A~A_gM^}_beGD|Egb_4 z-6LHy-x;3Y`+nCK?;l>cS?BD%&yIE9>)vY<@mxdc_CJjO5D^jGR#8^aCL+2L0{oL8 zyAJ$@ibnh$5fLSkih`W3|CP-di*K-z1kTgSoiJhB`zm?-BhTL3YE`jLKaPG^@LY^> zlHvO(Pb=}B`)%D>H4XupRrxql9UoPeH$NlwwLTET1Zk>qp-XW2R{_I$DiPmtoy~=L0&zA%}&Los5B>hAI_rg{3fv+ zD;Y^><5N~7yoBHH0TapVCzPvo5M1GFR!S0n)(`!Sa)8N=-{%1%!Bq3=2?&1;^!F~I zFwR8sKmx~8((pI>>0H=zhFf*z?Q@nFBY&rQye%z875xsKa`YA4Ehvw|e2hPUHEF&gL)O5Tef^Kk1<_h61bneN6!yRz-YE$ zv*!G7w`8tV?^oDLW+evg*N~WkZ#`&ks~45sqkUlPqH8&8%~t+ma=y3%z^g^(6+q#2`;QfttzoIwYW z$Q1a!)TEwsY(O`Z48Kc(cdtRzTpUidUnu5iDQRwSy1^84axji2A2+pK^JgMGW}cji zn3s>#N0N#4iaGN9KHB9!TQ&ZyTCd~Kdso2Ff_~=8>h;)Gq zgTn?GzfsaWd(p~r-g;~tj6Xx~IP;i2Vdx|Fkh^%1la~?ra?^(IN9k^ByP4mNh>S+S zW@$S)WM(|HZf>XX$lMPTErw)}k*1H`;?58aWbvO1-L4IME_Jq99)7{VCu~1Mzb(`+ zCB*DB#Fi??N%0TGt;5ptH5){@T+lbeReGrq2U#iyr`gH3E%iH1lD@&C4Rf7?(FZf5 zIYI5leiSu%%z>*}+i|M=Yv%s*Z#`H;^R`A!+`hP~xkTY$BCg*kj#%v{ZT7$96wOd4 zrxcnw8NRYnH`zE{+sS&g>7apnY~b}s;Akf&Mn;01SejRAvnN3&aLwUPO^oG&c^jH; zGO!)5iQm_>wx4Kb&WO$LqYZTfGk zuX3t)m2$K=iHBtVAjD##Uhv*LsvI-lnEcgsTX0j-O~bj8!#498uP0UKy+ADQZb3;? z;5Uf_Y5C7ZCsp(iZSs-EA>T$;N2kd~A;xHlt!=KOPY23&jFo~9D#aSrQRAaL+8KZH z`iJ|CmkU#^o6olE+a)iW(ma{EVG@kdC<@-AlC$3z&Ke*|ai72$_%c_LHH})wU^P$0 z0TTW8xDkEUSh@#4o)6cvkGshgn88)?H0N!(vsm9`SQ{J7-3ZZ1^_r++(L7)I^OH>c z$#F*q6>a;D;>AWYZUd`fx5u7nYsWmX_vEv9@7|rMB(@-`rdP|U==0@g8!2Hct7ol= z>9-oU*(t)BFQ%HoXr+Sb_|0h>U?|Qlah7+5H}_6>-QXd=%Jg}E$H1kiDWlY~>;=8zJ-!r)S zdKSvSYZAVA{pC&7iWh^oZT~PN>y*a?58L9HdHv}j(p_1sk0?UvKUU;q46gnRWNCUs zXJ}||p42z|eMT$tpmVS;=0n+8%f%BrX4px$1+&uWqFs^GQGDs7R=$(S>yCa+V25g`O$h~Om0Ylen@N|yp}F*_dF)W=k8QM(jj zsvo+DpDBr@J5GX4JL?|G$950@s# z|Dp^YOer^3c8*k5iof4Yz(&bGsK_KUw7BrGl>Ua1e-ppoM8<`w40;VJ`&7u~@~ueB zrOTUZxCkr)zG&KK3g=y~UK5HL{~U9cfO~-6A1aCxFc2fxMh(CFh^-K*Us^{!qOUc} zF7i3A_ojNB2;l9fC#>0=imXWdZ%PgQIgW&KJTM{23l84Geucw*cQ~EM#K<;Th-X=% z6qR-o23N-ppt!wpTvpY26y`Xw-8qZ7Dzhr93K8#MQ2pU%C=D>N*Ft@Dh1W7#y-0+< zIE|~aQnojf7*fsHkXV@j;E!Mf$`7?;FDc9>88N^vlw?l_{giSnG7F*=xndMsErlhR zZWT7GH#LuoF{a<9&(T8NjegzgP$6}FbgkmdAsYiLUN1e8(tR`b#Nz`qdsF@X>{tfhKS(Ep`7ql>&W}dI@#YcIkr&0n+pjHBOP zjHJwuAwsk&p4F8|%;&`_p}Gq1i9 z1?*V)E(I4}f&6Lh4eNAa z^KR^_oQsqTs%&7rMg^Im3= zRQezFjKL1n+@#<;tYVDZC+&pb?d=#qXkw^a=E=vl&=e~#zP z(y~%Mb<$cly7=A%u*&k@;+6JZ&c9-u*0RRIr_6=tST?F?Pr7=)^1JgM|RiPVzIIY{IO?8dj8*5_n;SxP3)@8 zBBR@qeFqWL6|;qsE~E7ak%eZ~CVMzhg9!dK`YrfKD9V81?~6mX$X57|Ege0(%u3k? z0Z$fM$c9>hL#U$B0~VWazh!;5JQAZ2p86OGzt#Q#rdF|Zag|@m&g@)PuX?Zif$^iy z&gv#p#XcrVqahJ~vfnAj8q0p|C+d~STr<>@ikr4ht3UfOPltA?Ibet%Q{Sd>$JV44ll+(H~ctMl`t7SoS1Bh-5@6s-?oy*YLD@0s3Mzm?yf!GWRipLf>aU*lvXkP!086nD4t_OfS`b8@UJErk?L zbt$L_o&6RTgLUhgkfLFH^RaKpFCQ-tth55Rq}qjuO}k6)J!^{q*0!dwg=Z7l7b~3y zE@qt{yp3;%>VccdF!XPH9_KIKsC0J2}lk+MAKW!;}0~TCx#;f-B z%6~4?uyKO9Z?AVuR-h6%V|}tnPBjhWC3x}I;?`;I$7&a^>sxZ&XtSnYJUc^#Yn(A`lPWowkjsCi0tvr3F&yH z*fNo=i@`m;YS9ltIWs(?*?TUY9FIi;ZEDt1i>9Lak zRBk+~I!oXSe|?jde#;H#D}ge6vZWh4O{$Y+R5X7diGI&!F!;|3=ikcDP+@*Zc(jtM z7WG}kOJ3e79s7^;^{KX6;P}OT1}q|N)yHexsAAPYJ5xofDp>&RToIP!y}gbSx(;4m zymEu)qTyy}s;C%W>Q`x2Xe3AxBwJAxMnblIRql1!#&&Ss&Ug`fxkm{^qM@97RK->& z-gl!TaIKzbje+PtTENZP_Gu^7T8WDFRPwOf%*2v}(uzXmg$LIl>K%)&(JQTqr;dX- zUkGhgVnY{VU>9&&KgeFHb`&lggVBc0@8+M2uPmQei1$6|inn6_<%dT)u}2JizHKH693y_ zxW9ignJRs(OtNxs{>m5TNoEpL)!$Y?r^|}}#BR8O4Jp1ANsBl6dj1MD;goMGU6r%h zhj#g|^0a+6L31Bt&XU@d zWmQCCWc$C5KaO-&cqH$+IRx4Ym~?QyIbi^S6@BdW?~d!}<9~}Wta4inYvCq?7=vdG zid+qvBm0(n47M`QEb0EN>`#cc_h&`kQn)Jr_iqJ@UT^a0cd>F?b6SyZGAgZlN4w51 zd}M_;uQ<8-TU4H^jIuQr9LlPoedf!&0;_tlJJZ)X-W=Wz?GYnOlLcUT1%BH~j)1;% zYE*!Bpi?7ccv(6pl<-b1ub*EQdkDgU&^MvWlBE!V2}EsB@?0_l21-a+KLjU4Brboc zSBTyK5MI5Gv6KT49a!D3ll{hKUg@~YMwSK&bs!_&kO!Co%urG167zWoRYi8wvWF3r zkN?;*!oNmc@(4plpsFwTRKqXT4PSPE{>+RCjFJ*$5q{PmzgJYi&CMb^JD9U;-}TK8 zc3k@(PoZy!p;T<`4rF^pWgpD1FyvjBzw(82F(mWUex=w(b7At`HsO? zel2!_^T0=%>u1I)-Ij1M>c?l8kN^j*TXP{pEHESQ!j5a9tUs=j6|Nsczl0>WyZM|- zYdwE21ubI3=|2cFt|*RpAF^$b2uGY;=1;utn@+PE|CAUf!8kf>%a@PxVOq0d$OR zMoXcp?0bYdx^PsJp|t(jId8|LEvFx%2b$u{R7y;IC39LfpPyfjRZ3tAk1t+$QCItH zm$KFXYiO*CjvpEJPv8K?h?3+h`;SOWbKM_ltBbihsnjs@KEVOA3Q( zWE6gaez2447H&75`sX-kFHC0?Uq{CEY3e6~6MUHO`O2yx0AID}Igj$*yI*#-hA-7{=JnxAnCm;rI$Em&F0WGup0GAyLNtPSFHZbYt& zzvodWpKlP92h4Wv8h?L((C2ReR!YCW_?t;}R*!QV$lQ3#~$rsQ{--tXimy?t5a zzA615njK&>dq&>V9qG)(+0L<^H?20GO3y_dN@YUlPvSr zP~O_;C|SQ?Ay_0s!U#qQb3XAEne=FWezHR!>v3NN1@RpU@Y8MCG&UZ^rZ(rK*B4mM zyDuZn^8@c24bU4{OK4Du6u`4(K&85)YfhyX1_{jKQ<=0_n)#3ESd$)S2eF7M+X(e$ zo%FO{2BW1+^YHvTn~(aW_3ZMjbGdz8g7+S=H0X5(zmts8^A3R2sz|39tYyk<$j_la zawGqou9mP1EP>&tbqugO;v5m_|No ztoF>jGbT|Qa&X}cbKjpuR0a(UQq)%IxHs2pstP+AP(l`t8PYypYrWx#WP8_~JkXCY zMCdI((GW(beSK?3`nk6>8p`#T0|OOkdb=$B#Or-pjwl69yE1(#hP7@+**V1$W%}to z>bMURJ+;}|TplQ^XOq??;pyo`vxGt9KiE?1IEW|=N9Vd7Na?&5qYY@$t$Lo4OJV0a z^p;j(RhP;gZny&~@q=D3M>TSmg^U!60{7bH_(f2vX9@Sr;BS>4nR~m^CJM)dQ9)x|rLthTHlk@mV zpCB50^(RlM#{v<&`PuQ}LBUI<>lA}At0NEE6APSllwjsO!zyCwi}qA^13$=|#$}>* z`nL|L|AZHY6q#-!O@px0lOV@{Zw_v`+Yjh2=95zcDrCGd{X?8Dy}bhOs*8Fzk=;tS zFGpb`h^~5kyKws*@mG2vb+cl+?-dA4Oe3d^z?o#yKdP)d$StI>3O~J{Vt00bVz-JG zAYb?@HG}*2Ps_%`7tcTbntoF|4uxoVdRG=oFCUMr+b}G>&}z%QtVt-j-e&l3+0~AQGyxQWOG#p zj{?jr#P}tbx+g7>zRbSl-G|ZVC->%LIS$!zP+kvS2mA4~sv|98CJKBAy#9t{3yO0k zsiJe-C*JYEsFw6C*l`xz`_!>}vTqXWc2`PJjI8kX6$+n~L!|wt47eYHUom6=|Nb>o z|6qrBm6G?kKa?2<1J7RhR-M@3`!RmD)&tk1w_+lVe-?h@qn{GZlL=pa5WdQywY*X` zr&p;Z_L-#4$_H_KNi%8eRNo#?n}f?_LMKE0#>U)cBhTNt0mZ7dB<~*icg$$Y)3Rr= zO*SU75|Pp&6mMg2UV`HTllhYqM&sg(GgQL9?-!2!R;}!~m z6jmaiT$fb^&LH}!x1#6>jgAumC9yfS-)}B^YeWzUJ~`MI+ETp_242W})k47RiLE^J zsqBWYw$R#N9gqEElZAaIC78+D(Bo;T#brBWTS`jD#Sh~P%6GN!mCvR|+LsO6kfr^> zW;*YmG+yv|H2<^c7S^9QYZ^h?RS_O}P94`AyPcSnU-$g+QAuJhOWQ8xH>=C{EPV)+ zJzKx|C6wx66$loyH>>x4MN71_xZE$oO2u zKE}~}nNP{yVOZN)ISMgf>Zkn|8a3Xua3eE^soz@Yv%|AiyRxA}?ax++p{Jgfeg?_p z%~wxt5-w!Ek>Q)TWzFwDF5Y}}(B4>FW5KiV0f@<)nF3W3TzTqp-v26ewpuWS&iUyV zV3$xO>(l#Z99R=53i~1OOBV{3<4IB2h0IMYI1G;MXe_gKbU4!Ez}9B7(6u6lORPxQ z_q53`p;})NkVfD>(T5JP);BdGqWjPat#TK7I?Z4@0=bN$!0(Vo-k@`Q_&WH{o%ZR%N#dzLGl1IfbQja=dv z&!j@*W=dP~`VHDMMZcyO`UW&xG#3g?oi^x;ZdX)2D7VUREnxjoh*|N5Z0ez?sha%; zO8JD_nUoiU2ZROdYifRZg!g$HmhkJ)DDmav6jknI4rf$;Q{8;TCxi?j-;&Ywer~9U zmP@n=ih4z4o9w3m`$husogRf}%9d>6D&$>5C#6na)O%p1h!(TF6fKR~@gWo4D*B>g z;;55Eo!ln>7C(iBZ*ADVD^6C+YA{H#a$xrEYc)iYjwp`BfMsPJb6b5;x~qLe7 zOJ6e7R{PAJ9->DECpZr$9c6-Abj2tzog-_u0`+UUEKS2fHK&q{^iukQYf@AITPYtI zMD7Jpl_6$jT?c2^`>N76FuiPntEn70>NaY~V5UUA$xj>-lVcnv7Gm5=MIoxN8u13z zV}%6GxN+D}_(!a?a^u{=t{#QD(p-Z{1HQH?>PN^lMR7CHuRxcbIEY(l_}pvLAbXA! zzu<>=wE0D5BoE|@M+zh~ydMszhr7Xzru_GmEe4x?+U{uv8LY^-?tGi3VT14dj^Ywy zp^^@oa8a^yK5FvQMY&rvMjE}bFd7PA1DKy*EcA9?TC*7nuO7R&FspOzrkU_AmRnQO zsrre+5HiI4VXZ8WCyk*Y$QA*LgeCEwiWcwfo)x_1OW;daIBQ~7p)diT7}n5srnk;L;PSe_GX$D>*=-kvtrso zZB&10m?48uQ(FpC)ACBN*FWv^(K=~LD-WoDFXN^?5y;eaa$?Hid=|1@KJhKon87GUEtX$aN#-x#{ZL_+_x z#e=22m&!_|Q-bI}T0kJfTq99NUs{p%=Ku;~G?E53)fs5!ZhCOV4)JqtJOc zN$ya@OkQc!1Y8Vd*RD70JB+htYm`0kz*V5>e`9x!4*EC8VqVSIc+G)qgWRm|2XA#L z*KR2!U@66e#hXAZ2OHTTk}75Ig*b(xE8@puZke41`1^B?u_#IYWnF8|$(Coy%@mJw z3YJJX!#EsmWxDC#LqFr8?2~N6W**UX9Lrh4$RHY2Z3tBOqA7gP`g0bPGe8NNc;wzO!25CUj7I6i1r z;2NJ0Ro!IC@v-DAuBpc3(_pDf*>cpl%Qo)QDg4_%ujS|ro_QY}WGIY1yPivk{ZqpM zCV+SB??7V@{aP;4vBS(84f|&vQA{s)l_I6)&iU7T^qRh`!fA_m()ZhiM{Sk%&ly8M zzHX^y{gIDhP>Fm7f36SDRbHr2SmDcWs7R9KT^Qe;%`daK!X~eO{~75|H&2R>(`HcA zKuISQy`TP!HwF|A^r{js$jEXjJKB-*r8(o4|K zcb?sAP&D^2-uoEeB!lbEPK<=$y2xqLH?zBwP^06^F)>jQ?HZ7uIukJtQfA;?ZdG8! zEG-D$#EUI^xBH(80a`Po3guJ78?ZWMbiZzh9~C%+YqgWx>lIsY>>5Uo1!tuRH>JXk zJ^Q+&c7a>rXsa(;MY18w%90~C4>;s9Wef~z-8A(iF`_ezlQn4@G#tAQu`-iA1<^Md zkou`7(>k7~y1q#ew>t5_`V_bUUq4-`Dw-QfQ|o51hGRR0_*oCz=grBzqUh&&_6{5( zJ5sZ&%kO)n1{*gs)eRt!qo7CvEAd*~RQM3m6+LWD(v}XBJtT7`BHm67?;>y2vsLB1lC7~V6yTsv#=CKhF7W{K z=!%MY=;J*j|1eM-Bke$15G2G>y$4b?U(EY2U3Ohs5D${!))q zf0*&uWJ+);^1g`Mb6mQu(?v5U7}X}9bBX*OWlSm*0fA)61JI#o!D z-nSU}Ws@Ehj=9h>VP6j?7W&7x@+Skq^)r-E!edY&UU zCxRg#pGj9cKu<>6-x~1*pciRhsy)&%2+s-6hwjg=VLT6=MeIfAj6Tl#NaVr5 zxa%W$Odbx(RWk+YlX`;QFm$69?#mc}aVD`$&;Goj2pX@Nq2#TsB-N|Gi#fhoBcwc< z=d*Qsx9{MC*k9J&S>^i5#nVdB+Kr_v{U^1}rcS5RoRjvkub?bP&*~{wCahh`+a$)6 zDqN!Msy*@=_t?fboqil_>?KUhw|M!)+omGkhjB!7Nk`z1E|g7TVu4o-Z5Rh4hqG3vSNIrZ9ZMV9D;beoR2torBz zndsG*67OKUmDNpMD21+QO>zp@m!w{DFT1OaZQJ8tql?yIo?a7Ob>A!E+0g>=dF3x| zmN&U#*sJdOuCcc#P8HQSO5dq?tHE+*?4!`Zb4BK#7g~AZsHP}z+GlyV+`CtfRGbi% zBZorbh>u_Po|08Kb!i0=Nsg}iZA$ip)Cyqa zirm=AeMX!h{TaBL@-F0?6lu>^MT?A_mFY7n(em_j76bV+2~WECKE_Zp-}7ucgfsPR zhIJ#13`kP}`R?3jwD<0VjX!tI5bUf!eVS%>UigK_d<0+YPr<ZoJt3lj-EACzgp| zJoTf^cMf)?RAlb{NLh&EU|r5#4X0y%L@CmB7wiJTu*f8BU5Bpqt!s7 z%T`kw7OBXacv5^ING=nU5c?RceAi7GwWmFbgicii2+K&H-WfYSWkuso?CAc!eM9`h zj0*`jQ&!ZZgh-NXKG-CB5bI}RZ{N8Yt8jpP3p(ielr}xNyfFXBh;5pStjDe$+mGTb zlCz|tq68zVI0qkytHjpNAcE;Yy=|rjYpF7XQ-aJZ8Y!2GLj8Mykno$2^l*`>DY8zp zJ_7P4;J4&uE{$hlfDvc9(IZS?ME{z8g}`kN0YA(4Gk;{G=Qg zBKazblfKF}e4Ci?*iC>=H#av6uEDRp8}n(M+ZX(SJ6vM!kqT=`W`ER+Jv(EJ#~E1q zn=#zdV7a_$NFyb4)7WtsV+2pgHQ`e=({H%xIA0HB{9+@kf!*XFvj7iKA`a` z8ek^28eB^y2)+FA80Z&|d?NDlwJin93nX09VM22Z8@cSkGf4r#FQ6M>zQOC zk?Nc!XNBG{}$65r)3 z+lJl2iS*qHYbj>meWJdbm8}P#I$Byk3m#-Z9I^q{Hrv@kmF*gl>~@P$(1ki@ZJ?gy z;MZ?DMmAhex0FusK_VZJBtcGIB>kEw6iVBC7EEF`E45r!%fu@UkQ@#>)`XtrV zxW9ts^Fa-y4D5p^&Bn&?*W&0N3*9U?&2pH7m=TOBdEJ*cc_kci<{X==5hLU2V||4E z8C39wN^+Byx#W}&x~w3WC3&i0{s846IHzE}> z(sbxJzwXc-r?5GHpp(X=v|aUC*AVXf^EY)4P$hB#}jq=zjv<; zE^&PBcS%5NDKHFW${hYU$av|bk+6B7H&)y~qW55|IyJ|wt`k;d^Ujx{puSc{VWat5 z8cyYy0?R$PZGCXX-g=yimEy`Bz2X1v;R##Iyn7GA5bJQmLk0;}C;=Il(mz8vlB|B@Jjaj$AzF5L@myi-E&@i~nX268O5`(wNlZ!efTGpKq?hNe$Q5h)7g=PM+)8vj##fL;SxmghUV%#&Zn?kk0^!NS(!Ouq zCf*rSlQr0nW>dP&rrb`Zm!1kquYIaR0(sW=C#j=U(ZZW*Mod5aC~_a3|Cc9H;cr5( z+OYRgjN|GCPx5GrW~@8;Fy=Uu8gcRKS3C5|BuNy? z(qeNEvc)elf&2~NEFQ$&9@z2isn<)J1A)<>ow3(m1V(Q-KpVA&i)IB1#5|pI-PlEw zRGlmy_}#}Scb49OA$>osp=}O^n+G2SuB=L%rZ%MYI*-{i;ua567LJcj|Jwg`QhYUx zd$Hz?GMj*SsDVC4Vs1X}D+Irt6M5-kK!@>*%-}NSn0Nu%**RKzgN-e-jt{9XJ-`06 z+@!*lv~{#;n%h<)ZAW03!5kT|Kb$$^?!7Jh$NFf1*>2Hp9yn4d9Nt5R_m~y7V|Nzx zdei!DULoHo5UJU7ZKpv78}IWmEJL^lW%{2cx&p9v6PSC(5VLW9$wPp7}zBGWQf; z>G<@#f>8IpSNHTepF*_O#x0p9G;22?5EU2$4?8ybQLK_hwID7(a7d;4P(Tly8SIrY z*)gEgn{Fz}rpk#EW<2D?cTyixI=Xl#(*#w-zR)a}16yRSPtH3TD0X?X+BV!ss9pqbuEkp-}Ey!a+&Tl4iNFOw6RxShQED;!{NO|2+b{G;9(Hd5)Q^|fwcckmAei2>L9Q0LW7r&UIS_s znETKV6b>0e8&d;7_*t{RY7n4G7!Vo5(FRYJfmHmK|5n<~X+wb{U^9Z-HYjmkzSOys zUIUm#YxxsU;Q{pF1{&x#pXj&@ldA|RZhXzJ1Z6LQf|p=pqd)mi+f|1`NVt=L*)0mf zn}q=2;9u5!F}NHVCxVm#C2Gc>2{Cv+Qb%2jP z+W%=knfLD1`#R_ps8ZSd%}m#%?6<*KPddr1McfZ=3fdXHKa=_XNisTLG8r08@2@FQ z1eV`Pt1UgqQ%cTY(PO%Mz+!N+#`ZXYV~cROVDB>`qygNJXjw`y)AlwQ1VfRo+)SM0 zMhZCp5g7|%wZ%*+OV7V-_>FuS?!b!oLhv7+7i(I@FOM`}cgjaHzn|WQGSG2s-6PD8 z|De#47xa~vpW2?b5!QGxyAwJ8i{spPF!%TO92FPet0-p|@8Dc+kMnCkWxhgiu!i;I zy#Th|uE;RNIJ|yrEVh>+A9uml4namrf${@+izJo>p)U%rg?brKx5Kv+S+8$CB2GJ? zb4o!6eOX~aoOT-F+uGd!SaV{P6XIXDm;ytz@{|_9c46XbU5df#y(3NC0C1;PG(&wN z_~D-GT)3X^sKo??k8xrc>w4hd{LqntFk`tf1#^Ls|*wGimT#%Q>w;j zl(;3>&U`bl6>)D8p8ZeX2Kc~#yyAT(5>PU!#Xq_7_w7OdkMD70o7E4KVbe@>51Cf8yy?2;rDH_+!= z6#siPi=ZuGtp<<_PJSho0=3^7b6M-Ftw4&Q3?Ywn%|QC_8nB1P?~SYYlYv}}3hhWO z4N8-|bA73S^_$*Mn5=ubC?$Z&87@^(y)4928m96Ar%GXuBQL4j6hUb6HO({pH(!GZ zc=poPa>DvSE3BoAAW9(&7cael2@-hrlSNC?05~%Y0MG7@#+O77J>R2)opsaLFdeKlfk16F@@meJ&Xz|KJXZ#??@Y zgrOa}858f6wNY(X5Ju1AWniIk3g3li=~&#V;_ydcXUg){RX8M#_Bmr#+Y=E3R8838kw>9TrVVcN9&_?A6x9;EezJrsFl*Hh z5p|N&wI({+t%nO3w2zF_paQ;MheRy@i290##y-rb7k3kCKwo*EaruK%TTRib2^4h3 zz~dHt;rd-dDFQOAX<)|k*rs3-Rw%O@ebBGBohO^$Wsg`L>iZtK%_1-hgLWl=ANYPZ z)n)}6n?yxeZPkPfUP z7PGyn;1<3^!KYhXnFN2kLKgCFR)qvqK5ZuCRq-pJ+L~U8xvzTaZmp<*D)i`rp=hKM zqad!cFKISrrguM9zN@@rFcKU4IQ461H5opGdTzhb@Ip5slgn7RROh$b(Ps*##*OES zE;3zv9bx@9%_#;0${a1ILUnx4d5jZWLhXGe);j z#m-s3^(DdecfntK!=+jHuAtXX3=%Y-F@G#)){Q@XQ+*%!N>yTdEb9*<;;p2x9GrG% zH3l?TNj4oz{xTRD&&&K0Sy$)V<*#fZv1?r0xxdlRu(!Ylo4lj9^^qwidi~gYz2x>_ zi~x{#r(rI;bWhs!7TT)JDM>UFC1ybJpe|a=ti6-J17RkR)E*U_MoyUYFsF*^p)mOt z^46<)Tg=E_IQg%uzs3|B(GCZqIh&LVE|9hC9%>E+_ ziSO~~cm;SX;8NoMbn~#~9UEo&D8XZ$3Pz(YD^esl!NEjM)a7aJf7{BRuv!ED?Eel= z0qP=IVp4d?Rtlq9km9%m59RjDie?G748#&8Xf6Y3Q^JBJCO-jalw~_*hxb>Y8Ch^@ z1yCm?$^Rc2y7}2Yhy%SCXv5l5k%aC+Tikj>O4Mp99TJBtMQV3wlih4-hOOHgs~xn5 zsy6PZryPCXT{zafHu?}~5|B0Q;X^Fi%_aMnN%=!JfSu2BH7SPm2R#Yo3(Kbm0k-K6 zkBYcE#ARbIfHeFre?4h6wn-U_eV!o~;;vIRmuOkOyclWaOp8yfCfplQF1*1&-rYxh z?wbxLA$_K^-i7KD5u?W){v*M>u&)qVfxud2HYH{e7^#Pb=xj{Bn&L&fUP#@0 zHCq)aTD)apkbC&Zaw&!(Vl$y&yitb*<$PeDA0j^pg{u5t4n*7!Ssa;e`tcNz zAB=m&y)j!rL0(bzHm>9JQ=D_1LLX>tq%AdZ6JpMNPjuCy%_GI0!U#6Y?-(nVSLhnj zwhq}%&2K?=)!A?S3Tu-u0#eks{*$7fCh@;h)Z3Nvz4MXH`#Zsr81#v1+KmiBVo+Ac zc^9KW1>dtGD^6-xB~B1NI!QIIV``9;nnPgWSlTj54D>QXn(h2WrpiHHWGAzA((u3o zsx!AlHC3c@)AIx%C1S;}^H)}W`%tzhXyXpb8GvegO#CS84_@MIC#|*SA|&2$F)7?S z=v&tjgZS*+Eg*lcLD)MRsk85P|7B*Lwf0&5;VmEWNJk~n-mfqAw?m1-Lo6geArM(H z>2KL{@*kwr0b9}jtv71Im4v?9Tw%juQJ|n3xGj(qnU9PwhYezD9v>g;j+Ah}RN~Ux zT%BWu6}%lDUB2_Xw)rrAh&Sl#n(LnP&aFvutK-?wE%VJPc2-Yw(Ny{2Mh6?saKDGh zKgQ@q9>SI(c37h(S!SK9Sux-kMg~A+so;|N9)~+U!FLAX)u*dYW4liiz&X028f=bz z<|JE%Q&cx*Ydkt*pj*j#hX{^2!|vGIsap;`S>sA^;>ki^9qn{;Nl`>AD-Xlsov8hhq9529e|vcSG>?19iO_r}f1xe-2S^pM zbx{uJNyEx<&Y)QB8b&plq{%28ISXQZVLkKldX)19qaxx<4^&BqSm4U$=Yar`98*L} zJ*Jn2H67w0lbe)M_oW_<$p2^I`It$NhI&C;N@F@K7NzbB#HHp)8?ZaMBWM0iT5dCz zn7A=6Qb{^6^v}@z7{K@Nj0oV6uIgS(R%8;iPo8lb(ii0FOJ1Ewi|NLOPz74$Ys!U9atJ;L{_?&Zl{WnQB1J;oKe1Sle4@^Al)qp>iA0v znim1MMaOKWnM)UXn{f5Wl>gcFOK+A&xO%h_4pY2zd}%icCE}oeZKhA=q+~G1{Z|kE zO*V!o0d4kEo!`2=Jq@8ClrC+{_dXo5x<>+^mdRG5_3zzk1;8qX&Hw%N(uHynoOe9x~>K+HAOUHjsY`W|)A0gtsDPXKN%SCd2 zy$Idg=o4LDSK&R#byQy;0v~hxdpcthZ2bvPcZ*r{1p?QOH4?Dgs*?|Z9#pTrY#Sw9 z#=5yhp?mlo;7I&Dfn^T5`*`{yo{MbSfDgfyo)n>7aaGp{BUr0l>cvD!d87J$Qe*af zbw29~2s*{)mK$Zz8?N#Py@EF3i=nH`Efg3UJ-(PWWZ_4ZL-(ciPRyYDI7HW(V~Wh4 ze>q8XSjRl9-hYg?@p&%Jb4ga}? z_WPlHgMK=C<3nRBFZLC%EPPf4qP}rw&e#xLZ&>V%f^GWDZ}2}^TLjPyDjvDPt3D?5 zbnb#N+{+F59OsRN%=a502`(~5ERtS54a>(d?Hy4eK3#wiQ}Zvml}xj~2=OCtShE%| zk)~vpTHW(qlI2PHR5A6!R9Kz$yqA!uzE`ZmJLyUSv57rN5V_sX*00Mi{@PK%NF2u` zn0Vj*2x45ToJG6LOS^I{pc3N7-qbEMfjtWwRk;V z(Z|_Zd?BD{T}ATsE63lLD$8j2s~nn@Ik*w`lu-~}%zgXiVK$s*!lE7&$gfW1_65~h zX9VRh+{=!}_-a@bva2l4rX9z=lY2Wo)0Wfi`dct&<{5CxD2XtlY9-qiKe@X;R^Y_fo+K7@_Y^SeCyl0cv!<^IQe9^A#95=*b61*`OG;jt=8)h83AfO z{zN`oQ+o8Ghbe#iiq^!RTmi86-G0~K$IPaExah5K?c0lOLqA*NFB}pkmP57L`b@_Q zL6g*k1-$sQt*7YetE)c9?Jtf(pc1$OCh6VY!E?$9C%~um-91l?%rc*Va5>3$SufB1 zN@8=b|3`g)$Sp0zhzaZ+T~};miJ6~nr(JA) znI_LE%XK0Ak%-jd(d4O=D?kW44h5?8!{*y*T<+YvfJf*j;#9vZm?;o$8X_Pz|Jwd% zCdW;d+pkXuz!MVr6fX&*K0$Qy*&HJLkp|Wu2|%rGOSV(qIexP;a107vdc();(YWcY z!r=%pYY<++@aHXJA*x+J_epe_%B)YTrI6qcjd~UQ!ZBwSwfSX~9!>>OZEybd$nNE3 z-~O{h^ms3QA|QxBaFs20H~<^(+b3`O>437=TiLM7&h#+@rSf(u_Dg5g_g^*^C@Vo{ v>mv@u-ykBw~JI!yMR38GrAyR>AC=@@neEq)wDUKx= diff --git a/projects/rocprofiler-compute/src/rocprof_compute_analyze/analysis_db.py b/projects/rocprofiler-compute/src/rocprof_compute_analyze/analysis_db.py index e4b26f7964..46afb28a1d 100644 --- a/projects/rocprofiler-compute/src/rocprof_compute_analyze/analysis_db.py +++ b/projects/rocprofiler-compute/src/rocprof_compute_analyze/analysis_db.py @@ -126,6 +126,7 @@ class db_analysis(OmniAnalyze_Base): profiling_config_extdata=self._profiling_config, ) Database.get_session().add(workload_obj) + for pc_sample in self._pc_sampling_data_per_workload.get( workload_path, pd.DataFrame() ).itertuples(): @@ -142,42 +143,6 @@ class db_analysis(OmniAnalyze_Base): workload=workload_obj, ) ) - for dispatch in self._dispatch_data_per_workload.get( - workload_path, pd.DataFrame() - ).itertuples(): - Database.get_session().add( - orm.Dispatch( - dispatch_id=dispatch.dispatch_id, - kernel_name=dispatch.kernel_name, - gpu_id=dispatch.gpu_id, - duration=dispatch.duration, - workload=workload_obj, - ) - ) - for metric in self._metrics_info_data_per_workload.get( - workload_path, pd.DataFrame() - ).itertuples(): - metric_obj = orm.Metric( - name=metric.name, - metric_id=metric.metric_id, - description=metric.description, - unit=metric.unit, - table_name=metric.table_name, - sub_table_name=metric.sub_table_name, - workload=workload_obj, - ) - Database.get_session().add(metric_obj) - for value in self._values_data_per_workload.get( - workload_path, pd.DataFrame() - ).itertuples(): - if value.metric_id == metric.metric_id: - Database.get_session().add( - orm.Value( - metric=metric_obj, - value_name=value.value_name, - value=value.value, - ) - ) for roofline_data in self._roofline_data_per_workload.get( workload_path, pd.DataFrame() @@ -193,6 +158,63 @@ class db_analysis(OmniAnalyze_Base): ) ) + kernel_objs: dict[str, orm.Kernel] = {} + for dispatch in self._dispatch_data_per_workload.get( + workload_path, pd.DataFrame() + ).itertuples(): + # Add kernel object and map it, if not already added + if dispatch.kernel_name not in kernel_objs: + kernel_objs[dispatch.kernel_name] = orm.Kernel( + kernel_name=dispatch.kernel_name, + workload=workload_obj, + ) + Database.get_session().add(kernel_objs[dispatch.kernel_name]) + + # Add dispatch object and link with kernel object + Database.get_session().add( + orm.Dispatch( + dispatch_id=dispatch.dispatch_id, + gpu_id=dispatch.gpu_id, + start_timestamp=dispatch.start_timestamp, + end_timestamp=dispatch.end_timestamp, + kernel=kernel_objs[dispatch.kernel_name], + ) + ) + + for metric in self._metrics_info_data_per_workload.get( + workload_path, pd.DataFrame() + ).itertuples(): + kernel_names = ( + self._dispatch_data_per_workload[workload_path]["kernel_name"] + .unique() + .tolist() + ) + for kernel_name in kernel_names: + metric_obj = orm.Metric( + name=metric.name, + metric_id=metric.metric_id, + description=metric.description, + unit=metric.unit, + table_name=metric.table_name, + sub_table_name=metric.sub_table_name, + kernel=kernel_objs[kernel_name], + ) + Database.get_session().add(metric_obj) + for value in self._values_data_per_workload.get( + workload_path, pd.DataFrame() + ).itertuples(): + if ( + value.metric_id == metric.metric_id + and value.kernel_name == kernel_name + ): + Database.get_session().add( + orm.Value( + metric=metric_obj, + value_name=value.value_name, + value=value.value, + ) + ) + version = get_version(rocprof_compute_home) Database.get_session().add( orm.Metadata( @@ -406,43 +428,63 @@ class db_analysis(OmniAnalyze_Base): console_warning(f"Failed to evaluate expression for {name}: {value} - {e}") return None + @staticmethod + def per_kernel_calc_expressions( + kernel_name: str, pmc_df: pd.DataFrame, sys_info: dict, value_df: pd.DataFrame + ) -> pd.Series: + console_debug(f"Calculating expressions for kernel: {kernel_name}") + # Calculate PER_XCD variables first + for key, value in BUILD_IN_VARS.items(): + if "PER_XCD" in key: + sys_info[key] = db_analysis.evaluate( + key, value, pmc_df, sys_info, parse=True + ) + # Variable dependent on PER_XCD variables + for key, value in BUILD_IN_VARS.items(): + if "PER_XCD" not in key: + sys_info[key] = db_analysis.evaluate( + key, value, pmc_df, sys_info, parse=True + ) + # Evaluate expressions while printing warnings + return value_df.apply( + lambda row: db_analysis.evaluate( + f"{row['metric_id']} - {row['value_name']}", + row["value"], + pmc_df, + sys_info, + ), + axis=1, + ) + def calc_expressions(self) -> dict[str, pd.DataFrame]: values_data_per_workload = self._values_data_per_workload.copy() for workload_path in self._runs.keys(): - pmc_df = self._pmc_df_per_workload[workload_path].copy() + kernel_names = ( + self._dispatch_data_per_workload[workload_path]["kernel_name"] + .unique() + .tolist() + ) + pmc_df = self._pmc_df_per_workload[workload_path] + value_df = self._values_data_per_workload[workload_path] sys_info = self._runs[workload_path].sys_info.iloc[0].to_dict() for key, value in self._roofline_ceilings_per_workload.get( workload_path, {} ).items(): sys_info[f"{key}_empirical_peak"] = value - # Calculate PER_XCD variables first - for key, value in BUILD_IN_VARS.items(): - if "PER_XCD" in key: - sys_info[key] = db_analysis.evaluate( - key, value, pmc_df, sys_info, parse=True - ) - - # variable dependent on PER_XCD variables - for key, value in BUILD_IN_VARS.items(): - if "PER_XCD" not in key: - sys_info[key] = db_analysis.evaluate( - key, value, pmc_df, sys_info, parse=True - ) - - # Get name and print warning - values_data_per_workload[workload_path]["value"] = values_data_per_workload[ - workload_path - ].apply( - lambda row: db_analysis.evaluate( - f"{row['metric_id']} - {row['value_name']}", - row["value"], - pmc_df, - sys_info, - ), - axis=1, - ) + for kernel_name in kernel_names: + values_data_per_workload[workload_path].loc[ + value_df["kernel_name"] == kernel_name, "value" + ] = db_analysis.per_kernel_calc_expressions( + kernel_name, + # Filter pmc_df for current kernel + pmc_df[pmc_df["Kernel_Name"] == kernel_name], + # Pass a copy to prevent side-effects in multiprocessing + sys_info.copy(), + # Filter value_df for current kernel + value_df.loc[value_df["kernel_name"] == kernel_name], + ) console_debug("Calculated metric values") return values_data_per_workload @@ -493,11 +535,17 @@ class db_analysis(OmniAnalyze_Base): if set(metric_df.columns).intersection({"Metric", "Channel"}) for metric_id, row in metric_df.iterrows() ]) + kernel_names = ( + self._dispatch_data_per_workload[workload_path]["kernel_name"] + .unique() + .tolist() + ) values_df = pd.DataFrame([ { "metric_id": metric_id, "value_name": value_name, "value": row[value_name].strip(), + "kernel_name": kernel_name, } for metric_df_id, metric_df in self._arch_configs[gfx_arch].dfs.items() if metric_df_id @@ -507,6 +555,7 @@ class db_analysis(OmniAnalyze_Base): for value_name in metric_df.drop( columns=non_expression_columns, errors="ignore" ).columns + for kernel_name in kernel_names ]) metrics_info_data_per_workload[workload_path] = metrics_info_df @@ -524,7 +573,8 @@ class db_analysis(OmniAnalyze_Base): "dispatch_id": row.Dispatch_ID, "kernel_name": row.Kernel_Name, "gpu_id": row.GPU_ID, - "duration": row.End_Timestamp - row.Start_Timestamp, + "start_timestamp": row.Start_Timestamp, + "end_timestamp": row.End_Timestamp, } for row in self._pmc_df_per_workload[workload_path].itertuples() ]) diff --git a/projects/rocprofiler-compute/src/utils/analysis_orm.py b/projects/rocprofiler-compute/src/utils/analysis_orm.py index 92e78b6b75..d6d8839db3 100644 --- a/projects/rocprofiler-compute/src/utils/analysis_orm.py +++ b/projects/rocprofiler-compute/src/utils/analysis_orm.py @@ -45,7 +45,7 @@ from sqlalchemy.sql import Select from utils.logger import console_debug, console_error PREFIX = "compute_" -SCHEMA_VERSION = "1.0.0" +SCHEMA_VERSION = "1.1.0" Base = declarative_base() @@ -61,10 +61,8 @@ class Workload(Base): roofline_bench_extdata = Column(JSON) profiling_config_extdata = Column(JSON) - # Workload can have multiple dispatches - dispatches = relationship("Dispatch", back_populates="workload") - # Workload can have multiple metrics - metrics = relationship("Metric", back_populates="workload") + # Workload can have multiple kernels + kernels = relationship("Kernel", back_populates="workload") # Workload can have multiple roofline data points roofline_data_points = relationship("RooflineData", back_populates="workload") # Workload can have multiple pc_sampling values @@ -75,8 +73,8 @@ class Metric(Base): __tablename__ = f"{PREFIX}metric" metric_uuid = Column(Integer, primary_key=True) - workload_id = Column( - Integer, ForeignKey(f"{PREFIX}workload.workload_id"), nullable=False + kernel_uuid = Column( + Integer, ForeignKey(f"{PREFIX}kernel.kernel_uuid"), nullable=False ) name = Column(String) # e.g. Wavefronts Num metric_id = Column(String) # e.g. 4.1.3 @@ -85,8 +83,8 @@ class Metric(Base): sub_table_name = Column(String) # e.g. Wavefront stats unit = Column(String) # e.g. Gbps - # Metric can have one workload - workload = relationship("Workload", back_populates="metrics") + # Metric can have one kernel + kernel = relationship("Kernel", back_populates="metrics") # Metric can have multiple values values = relationship("Value", back_populates="metric") @@ -112,16 +110,33 @@ class Dispatch(Base): __tablename__ = f"{PREFIX}dispatch" dispatch_uuid = Column(Integer, primary_key=True) + kernel_uuid = Column( + Integer, ForeignKey(f"{PREFIX}kernel.kernel_uuid"), nullable=False + ) + dispatch_id = Column(Integer) + gpu_id = Column(Integer) + start_timestamp = Column(Integer) + end_timestamp = Column(Integer) + + # Dispatch can have one kernel + kernel = relationship("Kernel", back_populates="dispatches") + + +class Kernel(Base): + __tablename__ = f"{PREFIX}kernel" + + kernel_uuid = Column(Integer, primary_key=True) workload_id = Column( Integer, ForeignKey(f"{PREFIX}workload.workload_id"), nullable=False ) - dispatch_id = Column(Integer) kernel_name = Column(String) - gpu_id = Column(Integer) - duration = Column(Integer) - # Dispatch can have one workload - workload = relationship("Workload", back_populates="dispatches") + # Kernel can have one workload + workload = relationship("Workload", back_populates="kernels") + # Kernel can have multiple dispatches + dispatches = relationship("Dispatch", back_populates="kernel") + # Kernel can have multiple metrics + metrics = relationship("Metric", back_populates="kernel") class PCsampling(Base): @@ -199,16 +214,59 @@ class Database: def get_views() -> list[TextClause]: + # Calculate median by finding middle value(s) + median_subquery = ( + select( + Kernel.kernel_name, + (Dispatch.end_timestamp - Dispatch.start_timestamp).label("duration"), + func.row_number() + .over( + partition_by=Kernel.kernel_name, + order_by=Dispatch.end_timestamp - Dispatch.start_timestamp, + ) + .label("row_num"), + func.count().over(partition_by=Kernel.kernel_name).label("total_count"), + ) + .select_from(Dispatch) + .join(Kernel, Dispatch.kernel_uuid == Kernel.kernel_uuid) + ) + + median_calc = ( + select( + median_subquery.c.kernel_name, + func.avg(median_subquery.c.duration).label("duration_ns_median"), + ) + .where( + # For odd counts: get the middle row + # For even counts: get the two middle rows and average them + median_subquery.c.row_num.in_([ + func.cast((median_subquery.c.total_count + 1) / 2, Integer), + func.cast((median_subquery.c.total_count + 2) / 2, Integer), + ]) + ) + .group_by(median_subquery.c.kernel_name) + ) + views: dict[str, Select[Any]] = { "kernel_view": select( - Dispatch.kernel_name, + Kernel.kernel_name, func.count(Dispatch.dispatch_id).label("dispatch_count"), - func.sum(Dispatch.duration).label("duration_sum"), - func.avg(Dispatch.duration).label("duration_mean"), - ).group_by(Dispatch.kernel_name), + func.sum(Dispatch.end_timestamp - Dispatch.start_timestamp).label( + "duration_ns_sum" + ), + median_calc.c.duration_ns_median, + func.avg(Dispatch.end_timestamp - Dispatch.start_timestamp).label( + "duration_ns_mean" + ), + ) + .select_from(Dispatch) + .join(Kernel, Dispatch.kernel_uuid == Kernel.kernel_uuid) + .join(median_calc.subquery(), Kernel.kernel_name == median_calc.c.kernel_name) + .group_by(Kernel.kernel_name), "metric_view": select( - Metric.workload_id, - Metric.name, + Workload.name.label("workload_name"), + Kernel.kernel_name, + Metric.name.label("metric_name"), Metric.metric_id, Metric.description, Metric.table_name, @@ -216,7 +274,11 @@ def get_views() -> list[TextClause]: Metric.unit, Value.value_name, Value.value, - ).join(Value, Metric.metric_uuid == Value.metric_uuid), + ) + .select_from(Metric) + .join(Kernel, Metric.kernel_uuid == Kernel.kernel_uuid) + .join(Value, Metric.metric_uuid == Value.metric_uuid) + .join(Workload, Kernel.workload_id == Workload.workload_id), } return [ diff --git a/projects/rocprofiler-compute/src/utils/rocpd_data.py b/projects/rocprofiler-compute/src/utils/rocpd_data.py index eb04921fd4..8eec4a06a3 100644 --- a/projects/rocprofiler-compute/src/utils/rocpd_data.py +++ b/projects/rocprofiler-compute/src/utils/rocpd_data.py @@ -108,15 +108,11 @@ def process_rocpd_csv(df: pd.DataFrame) -> pd.DataFrame: "SGPR": group_df["SGPR"].iloc[0], "Kernel_Name": group_df["Kernel_Name"].iloc[0], "Kernel_ID": group_df["Kernel_ID"].iloc[0], + "Start_Timestamp": group_df["Start_Timestamp"].iloc[0], + "End_Timestamp": group_df["End_Timestamp"].iloc[0], } # Each counter will become its own column row.update(dict(zip(group_df["Counter_Name"], group_df["Counter_Value"]))) - # Replace end timestamp with median of durations of group, - # start timestamp is set to 0 - row["End_Timestamp"] = ( - group_df["End_Timestamp"] - group_df["Start_Timestamp"] - ).median() - row["Start_Timestamp"] = 0.0 data.append(row) df = pd.DataFrame(data) # Rank GPU IDs, map lowest number to 0, next to 1, etc. diff --git a/projects/rocprofiler-compute/tests/test_profile_general.py b/projects/rocprofiler-compute/tests/test_profile_general.py index b5c6bc84c0..1150b16a92 100644 --- a/projects/rocprofiler-compute/tests/test_profile_general.py +++ b/projects/rocprofiler-compute/tests/test_profile_general.py @@ -26,6 +26,7 @@ import inspect import os import re +import sqlite3 import subprocess import sys from pathlib import Path @@ -752,7 +753,42 @@ def test_analyze_rocpd( assert code == 0 assert os.path.isfile(f"{db_name}.db") - # Remove test.db + # Open the sqlite database and assert the schema + # Import Kernel from analysis_orm.py + sys.path.insert(0, str(Path(__file__).parent.parent / "src")) + from utils.analysis_orm import ( + Dispatch, + Kernel, + Metadata, + Metric, + RooflineData, + Value, + Workload, + ) + + table_name_map = { + "compute_workload": Workload, + "compute_metric": Metric, + "compute_roofline_data": RooflineData, + "compute_dispatch": Dispatch, + "compute_kernel": Kernel, + "compute_value": Value, + "compute_metadata": Metadata, + } + + def check_cols(table_name, orm_obj): + conn = sqlite3.connect(f"{db_name}.db") + cursor = conn.cursor() + cursor.execute(f"PRAGMA table_info('{table_name}');") + columns = cursor.fetchall() + column_names = [column[1] for column in columns] + expected_columns = [col.name for col in orm_obj.__table__.columns] + assert column_names == expected_columns + conn.close() + + for table_name, orm_obj in table_name_map.items(): + check_cols(table_name, orm_obj) + os.remove(f"{db_name}.db") test_utils.clean_output_dir(config["cleanup"], workload_dir)