From 42cc721a4b84f2733b8295f436757b8df57df614 Mon Sep 17 00:00:00 2001 From: jamessiddeley-amd Date: Mon, 10 Nov 2025 11:47:39 -0500 Subject: [PATCH] [rocprof-compute] remove references to --kernel-names (#1543) * remove references to --kernel-names * ruff format * remove redundant comments * update docs and roofline image * added two output lines to docs --- .../docs/archive/docs-1.x/profiling.md | 3 +- .../docs/archive/docs-2.x/profiling.md | 2 +- .../docs/data/profile/sample-roof-plot.jpg | Bin 65881 -> 164163 bytes .../docs/how-to/profile/mode.rst | 65 +++-- projects/rocprofiler-compute/src/argparser.py | 7 - .../tests/generate_workloads.sh | 2 +- .../tests/test_profile_general.py | 261 ++++++++++++++++-- .../vcopy/MI350/profiling_config.yaml | 1 - 8 files changed, 290 insertions(+), 51 deletions(-) diff --git a/projects/rocprofiler-compute/docs/archive/docs-1.x/profiling.md b/projects/rocprofiler-compute/docs/archive/docs-1.x/profiling.md index d3e6831a00..61827add37 100644 --- a/projects/rocprofiler-compute/docs/archive/docs-1.x/profiling.md +++ b/projects/rocprofiler-compute/docs/archive/docs-1.x/profiling.md @@ -105,7 +105,6 @@ Standalone Roofline Options: vL1D LDS --device GPU device ID. (DEFAULT: ALL) - --kernel-names Include kernel names in roofline plot. ``` The following sample command profiles the *vcopy* workload. @@ -377,7 +376,7 @@ Standalone Roofline Options: - The `--device` \ allows you to specify a device id to collect performace data from when running our roofline benchmark on your system. -- If you'd like to distinguish different kernels in your .pdf roofline plot use `--kernel-names`. This will give each kernel a unique marker identifiable from the plot's key. +- Each kernel in your .pdf roofline plot is automatically distinguished with a unique marker identifiable from the plot's key. #### Roofline Only diff --git a/projects/rocprofiler-compute/docs/archive/docs-2.x/profiling.md b/projects/rocprofiler-compute/docs/archive/docs-2.x/profiling.md index 9c699ec7a9..f79a055b24 100644 --- a/projects/rocprofiler-compute/docs/archive/docs-2.x/profiling.md +++ b/projects/rocprofiler-compute/docs/archive/docs-2.x/profiling.md @@ -315,7 +315,7 @@ Standalone Roofline Options: - The `--device` \ allows you to specify a device id to collect performance data from when running our roofline benchmark on your system. -- If you would like to distinguish different kernels in your .pdf roofline plot use `--kernel-names`. This will give each kernel a unique marker identifiable from the plot's key. +- Each kernel in your .pdf roofline plot is automatically distinguished with a unique marker identifiable from the plot's key. #### Roofline Only diff --git a/projects/rocprofiler-compute/docs/data/profile/sample-roof-plot.jpg b/projects/rocprofiler-compute/docs/data/profile/sample-roof-plot.jpg index 2deaba7ad27f7c7fd154c1dab53a9494fe223fff..7279c77d62e0449cb45c8cfbf51ce0b832ec1ede 100644 GIT binary patch literal 164163 zcmeEv1zeO{xA!0*NQfc`NDK-{gLH#{lt_0=NrQAV0)jNsf`oK;x6)lhNq2YW%r_jx z6YqKNJ?FjmeBXV)d*JuX4D&pDKWpv1_KN>n`vE!%odMi=E-WStfP;erM8bXn&~bnu z0Qu%kq??GyNJvPxZXu(fVWFd;qN3qp-owBmd;laOd_X`zOiD*i{D_8xfPjLHlI95m zGcz-goP&p*k(-W*nenO=8D;1FTdUJ?BL2kr(u0^&_10B*p+!{0!FM?^$GfL-khI}bp( zi-`GaAPM&YQyx;lw`h|vtM?^+_h>l50 zPDxEm&&bRwDlRE4E3c@mYG`a~ZfR|6?-&3N4h@ftejS^gn_pO5T3%UQ+uhqgI6OK& zIX%1L3l0GPjjbP?{f4i*FuraeAiyIaUGW8X!yb0P-$g)t$Z!*rUj|9r^4=pxcVsMq zki^0-w@8>|cd&J=`cdwaGS8CjUa|HQXMc<_kAI1?AB_FX*BAf|9u78n@OJ@xfa5cY zq&FykAAgU*-!kyG4E!wvf6Kt%GVr$y{4E3j^JQQ!;pU0sg^X^d=9J0Uf^2JsIErih zVT8b&l-K-+ENepxyvRGCfKU^NGSIk07>1Tf0@MBsJ0C82e1zP761t7qjR;xmNe zvYcu4pVn~l-Iyzfw5!6R^vxz1wuGmbm9|}6)6|S{?kkq5#;21NHa8j_r78HFF|=J$ z<9|jvCpK}z51nE^%obs+`5bCK^sbYfG=6?OWX*WGK^x%;Equ?C|#25O=vm^BCf3>Qew_62+8U#nz`Xlh5GVxonnozW6=)< zI2VgJo&1(d_DSs%Fh?ZYe5F4e+1zuqs3tmvL=3rbtLg9D4nBHWjfQ7x?-DnCa%9Aw zn(_Fn&UrJd$*gYf>YVc^so)~MVZd7gA{D1M$jdy`y)Jl3C-zM-di2>VRdG}4jAAq+ z$2Vl|#kD4Tf0>8hVJVz>pFO*cn_7P1KzrF&);c*}US7tamT(&iSopXKI&6jl4p_5J zq@3U=8oQ}tz}p@U*1}+qksZJF?68-&B%mvGIUL?Cz72DHuhR~4@^|pYV*>D z@s9|FXm6GESRS7ToWX05EoJIzr}3uRS`*kAdI&Ob;7h&G&9h<%Dvg@UHq_m@oo^nJ z;Z4ga?Sq6`##9b`fimMF3U1%&{bKy!A*zINQS_ef`8)jGo@uSr=YA16tYe&mC&4L8 zlys&n&RmqrR9fm^!`+L)OTB{Ye(PV*;1KROA}HOVKCY5`3A6-_CHrPUxl{+>(VVC98MH zL!v%x=E9fUo27Z0VBl#E1<+beGa=#vWvLS?PePK_+>SS5Qpz5dm0l>m9nb9Hg*Yzv zJ?PkVD~N#tzNiICFhD}E&}KlWzVDx0AU~?okR8K10Xdo$W_a1ODm-NeJhK!NBFmJh z^A0>JHqcIvQxq|xWlg3Q@aps?rt9NeD7aX^$>*bLJSm6{iOXK~WkLvYK4-!*mEx}^ z2L|eWbqJbogaS|wQ2h;MojXIYQ>!{epKiw9KLR{Ro*xHdHqLxJEp>HjQAU;+?pHCJ z7;m{zX?nPvZfuNlq+?}Q#aj0m3TUGif&vP<>ml75BNislnDu(utsM9hj`!i$}N&^H72Ta!PN zYLoThxAuJP;TvniJ<8J~Npmnu>>k`sp8 zVKljz6ONxmZ`y@0ytJHt&z>}_dWv|CFYUr#9NPi~jK&<;4cxiEx`7eSzhZ?U<)Wma z>1vzjQ2ixR%rZ}H^(->tmhwVnsV+fQiWi#vj`M3i&I5#(D|zWujl}1&p=FIP7Pvu< zOka)85Ocga4nKyN_S7m872Q3#!~1p+h#7ql{7yD6jx;jqrZ;;RoqU!zJRrzP&P5gt zgjs{noUkTV`PBI)1;a%%eRKUOd3nO&F#RQ(f{26fMr-rV-q5TF@55ap6@I?mCw#LC zyu>+s>zY{L|rhR8V*#oi4-T^(@dD=Ufk1g zc-L@8ZK5=1K%*^_lj1Sco)ugY-QI+R3O2WlzUvMIpVs8Xh^_bsw}JP)2CjTDMU?IH zB%ZCO&32sIUfR2e3)bpuPO(o?oOydqUh4)1iA_9Rb8Oacoq@N_P}5i++dRsnRTsm; z^b&2ny(pr(YHRiwtOiags8uo~B`y%5aNr;aa+b9kmq~eDCavzEG{+m4v^thLx#+cl z$W*){)@(s-1);6ZD(ovQ;%;7F7H9Uu?-g^kJj%BNcF2p2YO;nkI}Ak@a(n z06Pgn133?F2jcIgKmk?!ECvnn_*JD<30fnhDy5x6jhp9@yGMb1FA^-8`cI1Y9Udmi zMC(_1J%Z0Po2(}h+9vfhjO&JJ5QALo5N#nWX}JF%4u!`t&!QvL0M3dgCqd%Qqa?Kh z^t5JqgtA+WkURNsUe7@HgGGT!2w0!C82JFbBwIwS!e^Ebui3l``I)?&2Wn^R* zVYj=1>5riRevvVK2o$hFMMY7B8hV+gwGHtIF6q340{Z0TW%O{!e$z6kjZXY18dQIV z!uzegjEvBG^{7ooC;)VT<@!_mq$GdhO8Rg8QhaMKBy^wOO6yy{GT++!`O$bR)PJKW z`CEHzY%CSTzml+Y1TsADCl%fI`R(}rO-TN$#S;iuX&n z7Qno_s`9D09THYJ+(+vqe(O1L2?q&grLx@*#dy+14|{JTbF8^i)6IVgL0$it%cMA1 zl3&VtI#(P{#YL2Jlbv_2%9wIOkz&P3DE*zybipX)-AH;8j)?(=wJztF28$bwcjI}u zl!t8Axx8t~QcFIIgpHVsbjGZ$ByG^h77pavbfcaVb)&JytBH8E%vWc&uQ{$u_LrO- z@Z3kI8diBQg-Dh5;{F%Xy{ANV5$1kRb-y}T4L3GeIha#!p@)aG7(kvpBY+bwpU)fd(Q<~J z1z)&)s5DMZTDro&Hx>xj!$v64 zh36pTSW4Vg@?*XPzKB5=mfp5T&9NK5#k3n(bNdv2H#bYbPnkhlbVYPkIPU2ZglJ{p z#J<69r>#z-`wLSK@&dyOMjwE;GV>4vz1KFQ*VQC{ZJ1G#Ka~A3k>*qQhoUnxiicQQ zYF;IU5s53TV`%o8&qnS|OqQ+tXTO^!O)rz=(i>!*!YwP=$#QT)tsdQ!DJN~GPzm3j ze*gJ4WT;#S2R;&nh}sg!qG7K%n5+A8Zfs7w&}X$8ekred6Vv_8^rwu>ag35YoogK zi2PS&*4@xbM{Jvh$p%ZgOiBWT1C1D4OVAEZ#R#RGRw>f$oxOrUFLsKJVglGan>Y{K zeZm$dH7x>*kQeRthr`s0>PEPwQiN#qjGUbDTi?%PzF-%E9}ipYwqcfWHNXE`9iFPk z^*>V6bGsx~-}8I^f8Q+pRXX<18B#gFJASRWrgQ$p)xiHdCRUL)#gWaNqlHU>s?^{D zYKopiISv2qt}^~=E!ZeuE{oJU%W^r!PsK=1?Z>n|w^ z)T6rmAr4T$d`s~4S(u}NL$?123W(=B*-gGa4RcZu+g-jjG`v2Wk&*Pp>ff~65F)tAe(p?Vej7-y{`i zM&7ERic^)Ex~Zxp2KX-TkRnM%6Hzv!6|neb{bUGKwmxj9G~yId7DM9kb&=nUsqmFd zEMdnJcIMncI`e+@xG3L41y1Iwv;@P*m_m7PHKVUFYxLc&0W|8qnyLlTE>Wnq-2;SUy zUoUGs?3*Q$yAtUXD^p@*edj%it@=@_866INzYvx;mW&YK&mP#{or3%!)P%#$6A)F# z7Uf--%c6&fCG+%89pb<OCWD=>pcloc(6@X=%CGg587l%Tx5duw;VB$4pRfjaCB8gUSEO zyS@z^n%<|c#aYQBGEap9cz4}EmrmKXSrcCwX;v|dFZg#r#&_HF4;kNx*ycwYZTg6;9U z-=Xp6ZVsHuCtYU`?JqjFh0dtn{mfr5+fO9c!zd(z-O0gK0}5a~?|1V{Tw2rG-^N*n z0!FgR$4Xn`FgxuEg#+w7+uP6JC7H>{^}ue)%0@g`QB#32)T~@_0?MJ!%7aY+jobvT zx6)645W4#9)&~FSt?TljfN0m1dLijwu=X<*$yYOhkzK!}<;48%+P=%&GyaHi#;n}d z%ctce^&4Iwf1pF0zi!x)e<4sst|L>x|EH7qZ$V8aXmJFBbV*JB^Uz7{muis!U-`e< zs@x7f&g7J;I&b|Z#~uGfj`{S?^J}#J9_%0M_upaajev*ZkX=Z4N7AbyR*VC~!muE> z_=EVL^({}>R^9I9?`Wsra!3D@ilFb8|AqGZh1xuV2~gwO_G#3V|A7L=FEqxlZ?$t) z4beYNy8I_*A^1whc>jQY`KGY`_fjL<4oRYKJssBi+2q87jq7CL&F)XVwjP1SuBlhn zEBM=tg#VKnal0~2KkS2?hxk(Tv%aL(3D4gB>ca5ZwoRK$7Fg|V%9|uV3c%Ho ztq5v8QBeH`iI}of8vFGOYY#mx5gIVpDUTIJW%eY_!yv?PQ6wMbHi4y3oaxVJK)Y2{ zHdym+HnkQI;SL<7%3&GxgkPQJ{W7n0hWZsW4G#qb4ksvR?eFn9Lje!ZSuWbvDe|N? zh*)5`ncAq!9ln!E;LF|oOT>-(ZFeZ3W#udj<_(0LPoE+cYjp(`RR-g%g2qOi5HMA1 zn+xhE*%e5sPNh2U_8AZi2l-m$^22PesV2W=T%A%lV0?t*RHW2I5mU2AQ4->96)YG` zgkL&PW0@?KX0(X~G^o7S<{r&|%IYEc6hh;)ub!f+P<}x&@+25zt+nZq|+3xTg3V;W?5=R(SR&b(kH}shd&|?)ec0K$5RT#-oy9)azRO1q95i=8|vzGXaJ>YMBUyc{Uuo zVZR4Ua}wM582vCXkZm70ikJ(n8!}58)FI*TOqznK(P)_r+oka6} zbkOmH|OW7 zQ>~)kEK-^IW3J$$y)`OTj`1f<<-+-KycMI=*Q^v-4>YrhQWI6zQeAw~-3=aoHl5g|H3-Uw>4TZTH! zX|`xQl{Gy3FnEAUD5;>#3%>C}z8tjzJ^;d84qPAKfymES#5chLF_njZ7L}B3g(PV; zo(?L|fY!(^_~OtE{rsqbT7xkIlV+dVs}dHaYoD$rtWcP@gd2903Q2Mm<&4O#ja}Fc zw_ZLN4I{B5PlPxCeRDw@E1()E-~+5!#9tV!^rBF?2d#Hsv~dKyLM>1jfnp0}9{QTb zFc3Rvly67X+1tC+k?^$-3UGu17$8_61HsGX3z$Z!qH@a=Je6s0Cu+X6X_ouRF*Ri9 zj$Ul=PR=Ev{-C1Rq6`6E(@R^vK#|Ojv%0hx{c0c;Q}hRC+l%@*a|Z90UiUJJC;-Zs z12+qmQnNWt|l&N*4E`x^gPs$#fgx8i0%c|B$g|z@u!7go%ACcz9~=_ z$P4&maInq&cwu8AZ6#7Dk@NBy-2h`&K&a?vV1)K64(8ffz!E8HdedtH&&ptPC+CCI zU9y96rMoMUB1|ttV))OK^Dy>#r&TAx8#>^ep8pdVm4bA7woO;P*lLwo zJ;=uXfmV{gO}xeOcojmj8j@w@*rUJjVJ+b5o=g4@qE5hVXDek^^@MsD#8@jD%WsKHFXJdcg!UL z;X81R2wzTXCAk!<95g!!ndAz~W0nvH$wF1gd?WM(E(PLhFeGb@m@Uwu03Aol+xZ#Y zW+7r zjE%R>X=s|6JgXeksqr8yqBJ%@NklgM0ys6Wlaxf_=*2E1_sk`Y7dkha0WVgZzld?r z-&2(sudl8)GJn2|mmQP#jxLi4xEUxgJPFo&uU3SpeMqGuw(UW&Bv2^z*`5t2{^r1| zY8|j6m-xLOIa$#D-EVMkf)NT38<)Tw8A))L&_nFZ@w=I{6TWfgb z=G<3&KQ=C0_yq+a5GN@E_ePO<4Rd~mlxzB$QkCg3E|b5G7a6gxrII3kVT&-OhDOjh zL3}=Moc%2O9GLl4c@V7?vR*-)0$f;^Z08%5ryTI$d~D}uo*TT}H#8m*-rKy7R;V^! zRHPnZOBU1z&_}o(-Dtb1hB32FKJehPre-$FOr7(mHGLy@Bzr2Qf*CZ+=iGEUj@vl0 zHPwTVt{pXX&8m=_vx8JrL7xl)cBP_K8;Tj+#xv65ob!}v-kl4|j_wP=MbDK6;0_HT zO)WA_Z-@DTif>dS=Xp8@{5w-zix%NN4KS=Hp9S z*Hxe}?t!O#$LU~QcJ%?b>hp;w@g^VrGhMze#|93t-Uz~iZJI@c6D#Q(com2xBQ5<$ z9c)FnS}5SrRyqvy4TV+G-7KMIQ|@D)bfTCWObnF|<`R(HJzS3qU^)S-`F?m{Bip;< z#-51KaYiW*pErN^M)9HeM}rd}{zKW|v_?$0$(<~u5&ONoe4(AGh}m6YFzv!y(HjLu z3-4bV;G(q>Ix8sGV1E*HD>u^P7js$g=~%)FJ8$6LMB2$-Qo@dox=~x+w0_s>^?)I- zydD&QGs$4BW@L}7W_=-3)Z5`#^F}8rS zY)S-KWkXK$=yVBf6SJaQ<#<*b-4C@rRD9dXN0=+$E6;Ef1}c>J1Me)cZ*I(ni5K&& znFIKv#UO0JNk0309+SR2&`A00MHXcZSE^L%*lLmLt6{Lg*UurI&y=`T;#*B$m63UI3uFleNbo)9`}PJ)-y_slKmln9slab< zu>A84tqBlVY9RQhS6C_^j{c|CBH#NEdJ}aFJOCdg|MUvW>VFnL4?Z(GllkctR@nHG z?6UQe`I6$NS6J<10VZS~65|%`cJ&$oOMCw}5|MeYeNV6Dvc@1)F%!1MK!$$yVwD+z zO^MacZb1FH94+T=7uA z4BvxQ5?DFDt`Lgf6Tk+g>c)XSq*Eknvlm2hbP9O}1^i~56oT2m4Ma|^y{unDrzw$k zWz=GTWou@3ST|t}26Jxd9le+@1Bqb@gIWreT9cVgRIc@nr^5#?OEYPs<`-V;nn=Ci zp%2pXSc3vOy9WCXMs3a?E?clMx(wV6;z62K$opz5A!epSN1MbEQXK|y$UIbQv_STw zdllscpFvbgm+*>a(<9a~urmSle82Esilth%>-FZ72VP z-S#=X`N3)BYfy3S?K?z4ptDP>sgPQoA&u4+hA4a0I zSRGE~_fO;NBW$#;#n3=8Ih&33McTqv`)_5orz!M5m#F!+z237fJtt@I_vVIBfc*3} z#`=rY-v}t>=zpU?{y$k2vTn;8u-cMxP?@z~E-ZD_nSX(CCTj@)t96?G8@B(_b@>+$ zgY|-=?&T{+SDwu8+6%VfDog7)_#jR8w_?2UZ?52g?R&aCmo@V+1qU-ZGC1=WtIB`H z#KK83TE^OSs}w`{8nTA6`Q|Su#b2sLW+eG_6dl52`2o8?&EE+NSO+dL)Mpo;yqh&OV zQVfPo{t3*<4CkKivGc@pZ}U8swS_EsnFe#V4<-pWwjP`f9U9I>*qrVSV9>Tdm3ha* z-mNf#Iovr5NoR?RPfw?e2h6RhpuKf0T*%Y#!6kj|Y8)=q<%EdcWGIdmPi}Z1mkIMW zOFyE9S-nCgn_xYCrS*Z8&49pWTbhP-%p%~R+Kh8r7VIALEXJf#&(M63vVm^tWtSu} zITGM7Ih-Tt%x}&`BUM#pT+Gsd<@o4wp`wt|{-N$ej?e0w$Vi$`5bb;`gcIB7-7A8k zGfl(;83tv99(w)RJo)wY(!Z_C%i{8Tb_L7*@b>>GJg4Hcm1SzGI)?VKI+hA?4axcv z2?|inpHy!(G9%rKeT0^kv%!d!(Z<3)_zVy?7ZyH}W3mq?7rPJa3!4Dy-)=R5+N>XyEJ?HRe%TFDYJ z8^?*lUYj3@;UzHUP(%Q-MuClx*^E`l6?X*}mkgTl=7MiJh{}M!nZ@o^3bAz%h zj^7=oNk4&+bmxzHzE{`D*YB-E0q~FrY;h=nu6~DaRS*vwCNmy>6rXPVi32I&dmax4 zn#$L216N;s(uN5XY@EI&W&X(fwf0$~ij+FM>&DmP&G=JE$F&GwzpMUIfoSKpFUC+{ zF%P5|OEPW%dgrBKW%;8}K<{Gx<)zkcx`xUZ=Q}}jJS+IG@kkOH*A@6?fdf#$GAsr4 zi0x#AX42%`SFLCH1vb9(=5)vOk_x215SFg#1f8GN&x;%d246tbpn&NiDBwXZ6o3qg zf)#?)pWdx+2|f`ys6Rb~Z6OSVu;4V=1y8{~R%=&xZfX5%oiJcqu1^0*J|J-ZP$^}papollh}8l{hoZl5!& zvCZ3eNm_z4k27p}R0%0b7zJ&)Iz&Y`KN%^{=L25z^iU@y@Ifc%;Y9@249%9dMSku$vy@3im$Y=}vBXYuW$d zWxSI@oeAE`L(Sv>s|BJyFkKDyYB zRWu(=k~iVTqNsIWS#1(I&+HJ@A)rpQGNykRvuVbq$%g!mlk;Fzl+Wftr|+YfR=M}W z)iKI6DWTlDd=6+b+ZckfwjnbikHR`a!rz9OZ>AFv*te!y&p#cq$lpjGwl$<9F8bK( zhi@Wx{}e#Xgt-YOclRr$_hTNl5jWGQ8!*dLvf-zVn+P!Ak|#hzTi8{#Q+mI4|Ne2= z!Uyw5D!QaEBVHoUuNV&93|Ja(w!TxEsUe_{*E8hQPl6doD25{GeZ!wv&Oes^b&5w`Y>wx?#?#f+%(2p$_f6WE z=;N)3mg`?K&A)|_*5f5m1Yiv*|3rE+&~PBaD9ds(oCOc4 zJ_MHZ@+o_}q(s=Z4uPMl`sgq~%@)Lh;)g{+=%sI1^%89AQE=1XG=&$E;AQeXUz9o& zhg;QeCY!#~YQZ*i(FSucl6~~RWHt0OKLt#m2WDN>WL#xuEgujFyc>sQmLBBvX01`C zsr>^xNzR>V^|6+*!gUe(ni>dez2lvWtFU~{;aDn$ zHZURI;ytYJZP@ac79F_@Tbuy^7b<1Epp8Bk=+XnL(lt;epdfk2cj=Zsj&0IZzSm3R zL>tnz|DKfia_9h(KEAG|YW7yuEWobNMrNPQj;GtM@fhnAGFY|;E1GDVblc*dR5ACX z$RqhFIsOYh3^#u%2dd%AWsK(=Vmog<15;cjC6OtT`~ZLSpwc?Eg#utn?&p560=X!y z6W~E&fFDfG`2VOg@%=jZ-ZNMS4zP~&xv%}~f5Dg)finDeA-34xfzW?q%5qhHRVF&T zm<4k;Xs&stW>O!awV}Sted?&EO>l>NI=WW~INx{ML^4au$jL1uqsq%GcPz03)kpDZ z`Z)1iOzGjxm&z;s-HGc+3N`OGIV&v6YB13Yye0hnq<~a2dWYPDtiingbCX=6iU|h(zmeFVRpi(;lj93-Ds7YtfV{JKa|i-dVZjtFa9kKyzR&4p50EmN1)@%=o7{4?!2eog6t7Cnz$M_Nf9k8gjFdNJk`>Q3 zWZUgzxK-Chvr+d2vBkkpNn`8us7outbj-n7s32C#AbIs@pI+=?*)#1EciHh(MZ4h< z*13nIN{sC^o%CGAMDy<(vW;MfHI2{PJd%{6xZx9;*KTsw9t?bsU&OLcdi)FJeLLVE9`J(+s z_QK%;+P>s%x?4&63&Ok$ZTqtV4{yY{+4)26G#(zeCU~%Qa4j25)J9^8-Q5<_BKS zaHY9W;=ZobAE~mQTWi^XW*|a8#w!Gq@9|TzHum=MfuFbed|gJmW>bGXYIk*5t18O2 zDS^hMJU#P*YGEMdPE8T(Ab+R{{0px`SFuAbuO?AT6rg!R)PC;D7ZVQCdLW4>zUuQq zN*AjO93_b6tN3@RBDw~3MwZs}-H+vCo#k=f8moqW6(Zjv;RxAig$Ss zOF<}7%O_cU-|q9>E6a6|&v%bQ$M~GmV~w+5w};LR=Z>o0yW zWn6Id*Npw~DVJx76POkQ>s1=r^Gyb_UM_7=wLj!1eS<_Avmgz`TA$K|zx-(U`cn`A ztQ>mx6lJAxK-OIDL=g&D+-FY5nw)Cu-zkeIBOkIzZ zap)EFx7@YW{*U69vmy2`ko^m`Vfgm%Nb0?}{+%S<^CWTUQy;I#N&>j{@pAUkDE#+C z*6w$^`R^C_e`S*XQ*Qq}nJkanAicqCi_;?(rHbDxf+?S1{KH7Xz|?=7Ggyk?dQATU z(*EaYw%8O+Wg-ha?oHmo>Fbd(x(>Nhen%C`JU)G?L-UGAOZzEYnPxdWOCX&151{gd>sFfJ0n#~nujeiXGCMMY0JgFO_MIRxzN*2 z!h!C=-#UjbL25*`8G=2+(TEl>LO&B7SnsYAp&hCdI{74sn2l|FVMfnAp~c@2XK-q; zR1KYI(wqf9BRA0iIsf5j8h-W*_lv9?O^Uvyf_MmzpR7s3uF&S> zWu7~2ZFrdyiE5y3(5Z+PousHRxApp1!aT;N&<^(Qpj+GV4QDHlQN~On8wVsi#~$Nw zMGw=J9F|KGc`?;inX*^`HnF0o&oN}VQ2eEKS$(rKP)%qhr;OTYGIBfN1_KT+sCio@ zhUmHFW2TagO!NxISc;mlT9m@9;UmpHz0`H@m6JbA1OfdHC`?{rQ<2cB&B8 zKw-CHPF8o1bHQ~YbB!uFd(A&>wFr@K6?0Y>*ad-YpTp%S#j+mGMPZ&4tGyeQ{o*X` zQ;b5fi=Q=95DZs?g~l%hwO;{Fb$l%$u4}N{e8iXC+qb0eS~w&c!k#Znbt#j%xA?Ft zfKt~IC03qtz2C8J$x#zi;qfju3~7Y|?09ev2Q_%fYpYC7TLE({2QV`Z;v7v&qA|?y zL`eq7Wusu#hSOHBoflWtYMF3tRMEA;g0s=4>j;e^DPwIc+(|M1nBJrDt=2Z1wgPVD z54=@81C~En8P;NHZbA6KXY0yG^izy%o^U@}m#{>ufw4QdX0lt)!9e0Y^;&tfNp`#v zUqku@D3UrUFZNkDW-@vt#B?}W%!)4I11vyq)A_yGx&~b3en7DBuo`rC7)1NWcd=aq zt}@pcY&b*6pAEpThU5q0ntqMJ-h`2S14hpufBxckz%}U_f?d&l1PeX>0ZCT4O4?B6 z{sh2=mpzyWmLDP>FpG5d3WA!U zFF`W|hnYJ1)ZmPyYOCqpDvtUSiIVBlSy+*$3q2HoEpqXA%;I9F8Vabxfdc&ULjCHT z_}WikdzBfFaHmf%>US_8qf1c0EGrna>@|J4Q-7fV-1%r!zu&M8fvHZas^=8T$rlO1 z7l5Cy?;fzNHq-4n=X_qLI63tao}>50y;aE}8*y}VcHMg42|@B`Jh6CI#V>e>$UL`l zQF@0F`-(BlGSybU;4}7e^MBTAenT)H7SkcYp~*=YKF|JzDmePMwEjkoCNB74QALSR z^`1FOG@F)W_g-uOgG>I5urv4oblb@3_HJ4u^YeK`)g>{UJV|&4_)sbAxKGAT@tI~> zUyiC(#>S+mMr8f&ElNZnaoNAzB!@kfo-m7$UTF}?HxZ1lP&`Z=ibrHbJBK`+lcH-k zOoAQ?;NBIA&ssFJv5#@hJy&Dt($p^dAcfH-JOX&*z`fJz+5Ese!6ZwiHg!SM^ma$r zN56&an*<&h(&*Msy}lOOBOA2Lhdy8ZS90meYYE=y|uO<%+ zvkl>L{@Q%>R!?c(Xd!jOw^iK6ba7ZKuSnBXVH%v)KI4Pq4L$L02GFWSiq({(1C z6XGsz4!Jim(ashTf4gtv>6u@s{E#g=YljJ;06qs1i=+6sV`359j5+SM`~?Xp(^xU8 z9A|_l(f97{fzkH0&-3wvCT5Kpr`$M+?e>rSqv z3sL1qBO#<{yPV@6;?!@yy}=KRxV>%n0AF4yVYQBO=)tsLrJ0t*An70xc1#1VUFRLk z{U;B5C$>X^xRk^*O&)iud5pG&j5QjuY_1pdjE=y87?oiXDRGmwZ{<7b+mv+Ixg3MksX8!5fh@i0-SMBsn{Y<=mJlnmF(zn2A`V(NZ zlzh!OZCx8|*Qr>8`=B$pWSqgk6dq%$o(=?qQsTF`w?)iOEK%LomTyiV*gW+_kZILXF!M=CHS%WCvIWiPdH2MKDW9d(m}{ol0!%A~ z)PU@X%=2}YpHn1N1l;&1a5_@(_sVe?n)$67w7)!}KD+}o;u;tXVj0vfdEEY5HbK^N#@SDLbX zHp-U;2Eq6^X_PLNW=xFNf2^a-i|a4E7xG>bgZRO|-v;C!6wv-+fN!%L;_GxN&d}Je z%-PNF!njh+6hymEvRXxvRR5UkS4>?)x*1tNU|!rSFdgCdEaHFk-494t?q`_yKem^a zpnLgw8{8~rv=M_x1NhCdJ8jY-g*}X1ulcApsXb4MVMCLf55vSEZw|dF#{y!WG_z*3 zCwIb(1KCLZ3R@;=5%dQ^H)>RS;XewvWTw}9m@MnD)CfNfw<;hMCgC+A>^Y&-i zE&`Rb4i{ist{*4`dd0>WruE{Wa&Y!b#J3A!DfIybt{KCoNmzSy0g4m)zO}8d<@NMW zM6y}X#{GiGleW#z7ug+rzaqp5)SPgNZ3bFDQp9{Tro9`2;5tu)PopBbSbR5buZ$+m)C2Hs-xi zb3Vd&o-&GxFu+|&d*A&UcK^>RcjI!@do6DG9QfK&#D>sVmN?3czas|rlo%$$wXd+M z2F2Ls@-qh)i&(83jj29=RG5#HA6HJ6V%bNbqss9WvuGm{>{z#2=fQR0X#jk zZz=*}-?*8E9pp9m3;O=1Hs?&i8YrBnBIc-#hLyXe-A$enD0YLTJQiJiJ2bDt9L9HBFD#rIU$^13J zxx8b!CP(5Q^+RNiyeIO!3T`135QhvG<=Aj6j+D~MP789XD?M;|kGtS-(Vq5dvf`}{ zQkq!aoS#bAOkso0au%dvGS%m3q^A`2&l_RNZ{&1H!&)N- zEE6nMijpFCqt)AT{5Ac}&nTr)UW5vnhNlQ`bqGxsSs_~JSaop&LWUD~U{IfMz#0NAoS;P$)pRv{wlh%gE zw)~B=RmX|B*9&qUdq)W)^Z2-FP{nebVrt@% zE%s6Z5{sF$OrPF6nYVRu7H>g>eV&@k`?t>3Qj=C3z+DEL=22BuK*@gPI;>jQ zbE0@GEVIXb%#~eH^Iwsih#f#wn$467@vMc!YE*Wdh54S0J(D!GBQ5G&mA$m+>{fKu;(=w91^=*Cu4 zF%v-xz1gZQs z=oOT$Bs`GPJPgcr5rr)F;)^5>Tm6m6dD^36js`mvvVUg?DCmb@P0;?3g4j6 z2^7Hj`>qf6x4kjh-wbXlt@pPl@LknD!Cf6Hs%1H6W?NzAh1CA*`44^BM_HNlK+`PQ z>aG4=g&He3MkcnFgr%@2piq>#r|N4_w!HonpCad1eQ&gWPC|8F1UwTtjGGqkoRJ%% zuakvZpdJdxvzC6em7cbC-)?Lv!3>Kn)aPMUNo<>k0I!0+zATfc2UE8J?7tOo)`gkT z=6%dcC|Xl277f;>s^otxra&F}8HxQUlZA4NTh1|cY|N;WkncWT3>YPo{vk9wufc_KQ;5=tf4_Bb!MutjBh@p_y_o_qOG+M+a} zy|MN@%tLLmG#t4%Epb0MXM8=`N{}b6q-~&LR+-Z!fYYiq)h5!8vn#}?c+z;Uk%}K@ zEH{+mE9rZ<`X%a+u#hijvPR1HD3wikiHFQBRC{_~+%Fp`8e1}2xGlhX>$3o#s(2ho z%}h(V4192oHv{Ibh1fO<@0kbi-oy$zS;{)GXgHFx&77WI%_#?s9b-0=x`#*XGX@}8 zP7oc0oEX_kVV{JG&u287Fn!J{lpeIndn-FXq!4!LN9YCy0z>uH*Zvot5-!0Qw=65I0O?*C+CYtXd`tC63F;fm5sPF zJG1{K)t(8d5Cd6hN|7)_1nP$`Us`q7RbpI^vS+8^i_;>Ux$BJ_HfUeG*b};?yLg&t zH42|E*Jqn*hU6+yi?3W$IYeKQ`+N*HpB9sYZM;pBN3P8Xc4oRvhr`4{q=HDoC&llcA)TXWV7v0int)Epe7d6((r86-FJ z)W2;8SM;3>(|H2N{hqgE(;t?^#W{rS9n;5Z;?sc@!zv-uWS(Mt|CoH;Nwg5)uj{bLb`$2XIP1I~VR9+-LL!;U@8!1Z z;~prx%E87D5QixaCMZ^2ZMQ&nvV;J8QjbJlVTRl0DqV%i^!s}(%siAf>%@At=g;by z-!2E6$7Rd?OgM9n^-%UtRjzKZBzL_384TXV$ALJ}uS2jpdWTu=rmIBCoiCs25<%*{ z)QOkLu&fn-LSr`qE_DnBE#?Pk)v6e*&nFF1$Y-lgMn z=`w%*7+q&To(%!K0SH_MVSQ6AHH#su@yl|yH zFFoc$aj=xVgn_oU#^22OVUW>C5(PX8XlgYGHZA~hIA*>r*VWi1jq$4ix!i%b_(&Jezis>cepRG%6D4|{JN7ge|Y zkAt8fpoFxPfYRL!A}uXl3eqKA!iWe;mw+_VH6SqzB_Q27fV7g*5<@e7k0RbDeC~bj z=lk6I``*v*{xPq??Kx-8UVH7e_g-tg-z)MddOLM_+ilJ)xW!w-O~8Th#M7PZap}n& zD+$Ai!x^VVQl*@rBT-81Pa`{r{mZ0g`nsb|Rbm2J+oTrGZ13i+SJBGX1Sa&RY0QO!suN~4lUhG40Ocd4`T12qq^qvy zQ%b8q2?JNv06R73q7nvX+D|5(M(oeziT{_+Ph@)41-{<5GR5@}zVj*Ji^!{=rW}d? zzntZl=z>mYvJYxxt*wkb$dy%xiX1lYY32F#a%jtQX2|P`HT8fDAIjrK*Ic)?v^TdUhr9`*r&b9hWxz;t zMl#O&VU-L`Y->t?uW%9nUSstK<}}*kn3u13X0dC*f90wO2lGrAN9bI`YU!pY{}ldJ0w(Q1)CZtti$PKW1qL{`B+W`u@Pl4V=05bk3$&(qBNfh0SO-TmTwEQHHVb(oFw z>U*v{UEN7ZLZegan~#zlJ;)ps$%bz&(J|dzPNxf4#0)v)l3|^$A?6ihbdTj?cp-TB zZ7z{@Nw!tKRz2_fB}+?$_h!N)Hzn zZQ48c4|QB=tS)a=dklGpAV5MMMd5jz81F>!)DGOz0Oe|?qoEd=b6fa5!_(-?$=l%c znaNNdiuM&-jxDsVCF;OZeYP1PS%wHttT}@I70rr)gH)YFodG)@dbQ$I3;Z z+*677B2zMVR2!BpZBcG;hZ#T0R<@**y#sFS<=I${;ejUXZY?&D?bVX4ODtk4q2^_f zA%B?WHdaRGAOW-1>josO-6_?=@jHTHU=!=t3fVK>PvuCJ8M);$)XQ;8!aRf@q6F!` zb}9(k7-W~B7cHGvN%vUA} zO+1xHd8Q(Sg>}4hFHzyPE(}bN8d5HOg(AbgSP%Q{m1g71Pre|Twsk5W507ebA3dA- zTuS{WXdwk9n>+el4b%0@mqyx*C1{onSnx;zS7qjpBlLL|#pyYOEkA5F62K^FiUZDv z@65hG`!-!oNZoTup%JJAFw|IpI2V+9GCwpo2zjBBTfQX?lj&^a1JxVw5!ea#ell8|R*nKluJH zXbnKUJ^=rknp#6dOF3L~aKrh~G!{T=aMU!4+ven=`oSEA-s-16q1Lm&8)JDUH&5-a z-QJGmOnkx^WWmd^T0g!_F%e#NnnZVDyfpEHl9gUEiKV9&EqlcB-dW(Ww@*2f5vyUo0_kj}j4adX!BnNqAgGa(V*j z08o=&ms{2Cjdtg7IX#a~TGh2lUBiiaDHoe}1`;bdQ~~O~?=Gc5K6g9lPZ~_E5XFr; zO(d#ww_JMP(SeblcGcsPwPO%#WBVe@39dB(BrB`6Am30&_a%pJA2mASu5B+&O}ybl z%5a8hMlFujQ@yxrGm~;mir83Bp5!76ENEzLfvxBlZJ0x>DX~uz)fJ^T)oNg@CV{U5 zi%_j-G^vtMHBgf?qElkZr11H^0&ir074Q6QK)1H3CEDE(gri8UYqhv1fQQ*N#S&r> z(#%*Go^-99oNEH&>FvQ<K&3khNA^?01&%c)d9O&3 zupx;z1HuAe#q{?Rz0e`O;40Qzw(Eic6Z?U^5+dw^$D@k+W`QnZfwd1#-x9?16vbPc zjr5B&+E`A#!V^b)!aN)`S7(7U0+Z`r2z@3kJ#7Tie6)_Pec-O5@sWavklNFgS#D0w zX1529mz;+3fCU{wAgM7@zK(~Qs9G(HJ7Ij`vbm_QwA{(Xn<-V?)8)ORuFYodVuUNlxhUG@>AbCwo}@jwqif;=Ac!*JR`+r)hfx4Ux{Voism zlBgUL4H3;Xs+W-Rrc%O>!PuL9pTkcm+oOW$^MyYYo|>qVxmOKKn^5MExEhcO7#{1Ku$f&`nsVH zV`d4DcU-SwGEv{Q$la?H#DW+K*^zKyO(@E0pVKzc?tgIaK86dvmb@Gj&8-Qy2fw2* z#Qg!T&0Fz&=4tvYPR*(OftHv@4Mx>q6&hWO;C^i87bLTB3R&UrR@s2qQ{Hhgt`Pzn zjnCrG-q@3>$6DT&9kk}F2Xfrx&A$eNyu7@vGc%FsfhqU_SwU5|pn&fdLr2FXFf#2= z(*Hh)-1fDgX_ZI;Lgd-)IWI3R>$(I;-} zbWZW!cYVWOc&aXo7_1%K0CFYR*7(FMCdz~m z()uoQo94p118|#CJb>uE5*>67v}5@&1S-#Thsib^K6g%K54lg4DjD>C zpjLbI$bTehUsnpYHJ5c!?fiWX|I@I0l}_$askh>aSh2zV*rUdrVdN#c3+ zh)3=;xipox@z(vEbYZVLr`uB*NHi>Y4yPJcCm2N&>fFf&{MJRHC;dZ*8;t z9I_39vp}p0XeK2u?cVjF;wIsEIp_Oa8_ACCI%c{XXkHz*{jn%BB9(OvYuiM$P)3SU z-B-6_nhZ9fIamxQ*CmloAU6(}9_rM@^5=A1N=fFQBVJ6j1UAWQy8+frn{+Bcmim+E zJ~}2IB;9t2b@%xmIid@PIKQq8R+niZbknM%s8%4M5PA<&v}>0YH70NHzRGbh!hMiRiV}}KpsLR4XzBA0{ z!P~NlGy)E*CX2?m!)6pTiOtsTP0DZHDhj0Su!D)1nEkyXX~Mj5M#W8|5rns!7R6#t zBlOHR<3t~kw1Fk_87ewB`=QY!YHNM8$BibgkCrUTb4%iLFPLCG23}N! zVIXmzIn%=?$kTo&Txkl%7mf;OQ0Q2mbHBeleBbde^{;T{?Z zUPW&Q&?D$5bdag<#tZ7l85sFh{79ZrmIm1Bsav)S;JuuWWt8JCn3t#L94&{)x}MEl zBsNF&+~c`aTcPPgJjAQFqRH#H(jPdRB6m0Is-&}-4UQm+fx$>n9BFH`H(4;o@}e5G z_JQ{*w8*{9Fd(^bnR0x#!2_W+#%5f7oCsZ`TUg;pf@f!zW7;`YUo15Qg20e?7?7Yt z9yQHlR9@TucrAHaPv9z%9hcuodjDNs1dpCIG0zp=_u~Rl`XawEyG+2gGDe-;RW7W+A!nlgb}{5X(lfa!!;j1 zjxG)WG^CHAKj9x@t0!ME#AC~Pg~DqHtmqgeV4X)hg=9a?{W|cvL&IDVhe3;@r+EO+ zTi&DD&10Vt4?9zA2igP&PQkFC>pdTk8<6gMYU#+|wEzriw5t25G{S4o|1te4!bg zCURU@zMD_X`wv@7uKs_f~CcT(@@M z)Ok{Q0I?;@aMZKt;ime6gjrsr9qyfm-I{k_Vz!Uu9Zs{_@<8v3;ALL^KA5lG__VLc z-fPSJ<DL-*R|DBhKjDzb+U?{BFt*O7SX*=lTT)(z#Z_z@9_Y7QeYXlUqv z&c`n1kt@LHUE=#NrMBNpDjlC~3BA)Yjo!&WrZI z0lzL#A>G7#&sJI4mjy9WVrm{Lev$U>b`C`q+G}uP$YD=PEr^jdv0u~DN*dY3H@tZ^ zc>xNH$jt3{DR#>5e}=QX)j}NMchVyx^gN4Ccj>n$hC!RJzXlNg!YfK4Q+JkQjc!~5 zXieDB`Qc*zMhO<{A3d_}=lU^QCj(SoI>VG2Rr-=76K4RwJlnOf?wj;ABYB_Ow!Dep z{e%7G0Yhv1UFDNKJF*H`;Z`H(FPfk!u&NQGQyo1Oe%2%tJ6!;*Ul^t;!*GJ3!r%}R zy@gQkQxHaFODB*jU7(47e?@VOMocF`?-(|)F55xX-SAmxPIL;yI36_3BG^tHqn&Q3 z^zrc2TIlvr!r3 zu05`v4BJVp2+`qT@B_>htx#|J3*7vnawsQrha;ok-z$KAkT{l`ScCXNsYZ{!zmp2M(eWqMA46qhEY@WY#OUk%WnbLk3@PSE+*nmPKkGWby7HS& z<2Qi5|Bmpt2dOh=XMqUgAKZl1`cpD40k8q3Uxa;NH&rR3&36n89=S$t=k2ejE+mW$ zI=>t&->taq|D1K=dG}P0@qt;RT#BOA{$gb%ZCm8N*60zoJ=hsC{37a^2Dy9bq3ufjet*XIE^!7S{eO4K<=d1D0b03;8=Hz}LKOdzyZZmq zYyPG0lE+I~X2P`p1*ukq5hD&^0QvwLj7F~e_1u4j{ad9%`hs+3C_KIm-`Cjmf7T^< zFGbZtiq%gf#}mKLEWht%&HmGR^5+GwCU^}?k_q7H_k^9N@!mpt{2TM~m#hRA*d2bG zdrLT9Hqqkfd&{8nsza2(2_yDe!CB!;=)rI&(`B`1$@9?+Eg}QT$BbRyYG1A+xIv~m zUkf{W*S8j_s;@DC7>~bF_KN-O&Vkby({FVhft4S~cco~I+b*sI=)wc02Qdw%Kz+swOoUev6Z7wvE zVHXn=QfH(~j#+RH=>Se3KW%7PimEUsr(QN@(k@v9S07lbWDBcwWneiWEKW4lg$mWS>#&7O+TrY^nMx1mEyrQz$hxvDaRJaL4!R1ZwFhiWB?u4vAw zLA<4AAC|ufQfVEhdFm8a^azvU{e|KBid9o(u9F*M zH6e(Y*Lf@Bp&`92SdUPSRCyjI2`S1%1LAtME*N13lR-EFuP;jxZKpdN<|k zBz&A@8?!tDv@v8@X4R<#MxTJlNNTQom;tZ5%7!efF!X+d$pS(wtxt`i^0h%i>O|C( zC81|nWR9XwoCWzk*+?5TuGmS?RW1#!mN%i-H0o12XD^q(ZCo7gj76olL#M@&KqbvF z$s3pWkj!|+b=_IV&URSK510Z@k=1aB44>+9hg` zKGU4`{$b)9v?0sr>@1#`oq@q?|_8u4uB6TDztt3+!gtV!dzd?I81y_ZFYLtahrOghMXanO+GwzEGd653PpQ z2KQ8?FwD_ipMBJ{L(te^Zp-Gk#s;98CX^~`>JWq2?!M`qqO-XlBG_?!VfS;veP}Be z5WV|^BlIQuFOQ|3&SIv<__zRjcxAc`ICqkB<&dBteR^8jPy9V7Li!_XCn8x2xiefZ zqLCP}%1Zb#GOBnwC5t{8GQ(yET{f{M$Mt*t!S&^~w-29SMSx*sz*dVgYv9em21_BU zeO*_6lLIa9R-ADVaf)bVk(KsemN9r}nuq z9{P0&_>!1!Q9!!ZiW*cLNTZhikze}H6%W)jgXV?uw!ajsk6s7?88rs1S<1i6@40=w zOh`LLQA<^kdbmzXAihl^9N-V^*Lz0}sg}T7ze9YXtel1Yy)Mbk#YOvs+a5II5KABc z#9v)9=+E}60MMvQ7_Zy?{BQA}34B{84eMp!V`enm8yjArz!OGAt3`#0%H2fu9ga(y zYiRl)AOLhDfLyf0#3+_NE()Y>z_<4;0wfcE6FwoO_g_kq%ulUUopH?6U zv{&CX4+zbb>{|@&cRom)|hhU4I7m@bwxB&@kI^+mSlM z(kbxFT2L0J@7HcT{cTv_@BRBP${Lm;NGw=&t!C7NbSkYou*Kj>;6}#3Q9>fyz4WZ; zQVcpm|M` z#iBL{=jZWagXk5!IO(8ndU92@lLC=%abb?JdfgOD1igp#5=R(g#cS_N@j3cN`cZH6 zS|3LEM&V#Q+tD<6A@!*LP$2h zt_1N71w2{0v^~_*i-ZrHE!8*+ibhl#_Gq{-5MMy2+D0$5{(^K(XZa}6a&a0lyI`!N zV{2<@kl*}7X`oH=w&I#lq5&gQuzS&ZRz)&uM5jMFwzL|%L}6k*zK#x0f}CwG_oxE^ zOeN1K_theqOnYcTosx3%O{zSiACO>fbM`ed!rsAxu>6jYJo23&<`!pb^nPg?^ctiF zeTN{GuaPiv|A)HniOMz5+LxHGQrb}*P%Ab{ThZGOIiiysLKdTyw^(9MkKVs3X0c1g zifnPS8z8}VVT$bKS>t;J*l^Ug8Uc417GL)z7NYpHgI;7@x>{7pr+( zklKwPcv5ZDtdK>7=l)!&G_vZLS<`pGI~X^0Ntc2TQtK_+q*em8jxVo))$p$FXNjZV zuRE|o5D?Ti*I!n)xoN9$pZ_pDfmciYleFL|moC%99fcV+qpQ}{N!3}cezTbF#=}%E zl%gi07xbl)?DV(Mg>em}90aedx)-!6&thud43~qHTkCmb-Om0v=4%F=lh9km`p6-7 zV>80ueT!RtCzfOMKf@&%!Lk2Q*Z-&dDNOSSJPC2Y_N?=5`% zy||Bx6Akvx#Nlv{{I1RfUj3@kGa$V&Yb?^u^AvrSengOz||UiJdcQKdLaU?2tj^z*&=8Vf1!H=SX3VVgRG0cWn!G0 zbmem!j|DhS|0(P!!4Hcrb#CQVS^*}Fe~wlb5E}9ilb-V3$o~(x4$pxgLEnx1A21#M z_V@=BO(9TMtvkM0-L-HS?_D_+)^@_gg}^g90+#Id)KjZRuhp!!WHf|%bb}L^Bt3)P z0dCkhM6%d69gqVOejo>09sE2rGiS3bt8l$2@xu0`Y$A+zgq+y?HAVR$oQPpz zyf-x$0E&yaC%nWf6y#Z1X{qOiJoZ(ctVjW+f@+E0csrM%R0XRkVRv-$c= z=?a?COUu|r@kr*XoAYzbKo|tzX2DhD9(YHpz;Q|I9&(beZ{>c&T*Ae2Ovh0sEMqs7 zPmk*yP>tm&ed|JdL3oE0@uH){fDXpxqhPm5~gL=$_y|lIy)<11ZOLjJtwmD{Q54lM$1iza1?X4P`sGcz2at zZDwtMFTy}FdE!@A@Pf~ANl<6dy9k4 z6M-j(yT@{X6DTDdqs-@_2KF@>?h)R8z18~nI|_~^nTI&4t6P}$`xbSoZ`&W!UZY!PtB#1V>(U7G8_;8?tT+b_vHhj`h5z_FU> z8T<-gGfUx$?ny#sYyWtzmrJ-++!Yw5>d~mi9dJLv5wJy8JEy5c2`s6vfsRrh8}H~s z@vQJ#Y)I)_3X1k{i(EHIh+Ad*z|Q+;OMar$>y?C<=F7P&6`K#PH0q=D_{8R2=g5|Lf;pu~W; znM$SPP8GB4iK3Z>u9sfps1^wy*GadsiXgDGFY{bB+*`Jx5=M!?4y+Z!(!A9fS7oj3 zTV9#E>uBX}5tKUu628+l zGgzV4e;bdC??Xs{55Hjat%s^-0tgD?`HyS3mvT4Nd;+>SlVm<#aE`owncQ$TnCCNy zVdZyy|GhN+Gg}rfKYqizeR%^YJo9aIv(H(*bbo8-M8xCHMjqe$n|7zChyEwG5YRN; z2;jkN@Ab$Z{?4_+BL1%$_6rdbRB!^bZ-otifVX|^bOG=;=T{fhg|DA7Nb&lOoH9$N z2?@@HJmBQxi9@*&1>s7W7Yhdt05* zD>Tv+OOG1#rIp0Rc;${Xmh(h{t{r4(NmbS8P28*uI+(}~dT_cMxM)kZF;!XIjZWMK z(HW_gaj>3EOcsEzvfP@czv0YBIBou_SD(TS3%T6KC6VtrTr$hR67=5C49qelM*&@w z@r~zW_Agt!P~cmB_5HGeW^t|+2c#uQ^m@uEtzsTk><#>QvgeZxz7wyr*I48cG+S5+ zB1MUIaj}t;(^1*m4#$}q`sIld^C?LB@CQBGgLKufa-H$fX2Q7AxC!z}*CyP^kOC?@ zWy87LLiLZq>q2)wXU^j08d%&9q|!vHF0~cHyl<*B$Q71cpx0EP<)=B~VqGBl5V}be zXR}uLf%-$4Ev;!;|FwQK*9t$aDxH81nnHhv^LhhSLwCx-jZ2`hSK z&rOx^bXU5&%@@&hN%+)B+Y-FOm(W{a{{`vtt@vy(_#-sv^7?RcoK=K}%SN;Fx?HZd z!GWL7U{POyX-N&FCP=54mG;FfH|-9$MlPvsi8w$V9Y!U%ga9q+L0eDx=|MJ4hNuW z!%pa-34KT4h=lw|PGIGt1og_1c?gffu{WOAs&ysH00qg%yZAFn&mVzasNYaDk{{XR zao@FEf)3;HrVQTkyi!DhR4;@EZ&GK`QVye7o2a!>vIcc2fo8s z9TTjpJ9ZeCf{J)r zr-nW|P7p@kY&eeLC(E3hVXvV3Ze@oImy@Kq%2R8lh1^;!iLweMuVA)Tv%T0%=~GNF zkEh{`_*{A=%@-D~NzgyamF6C&S~o&B=mNfe%nH9x#6eZ5^DJ^>TuIB)4>)^JIL1{OKF4|D3)V$^=thO2K5-7TuE1RYb`u0x8+RT6rc$DSNzLPi@ly6 zP$P;A7mFGTqo?1w$<)g1)iuC-HV-5eomd-28R!fJ=i$d-fUrPB!(Whq`WX1VH%MY| zlV514MkzngUr4X0DS%9-okpR&fbEMdMIYR&o`S`>aV+!Zu+Dqr^t-gdd5Y~(1znZiraH8!eZ40@I$0vLB;-TN)yu1zaBnB&0YXApCi^=s{GIsAp~@M!`%arJCTxC> z2@1p}ZVYiBHa(vBU>||NaL@$X%6Wa#7~K4@Mb|9HLoQIeE~Zq%+v8a8C}+@Qt3HV& zIBKm;M7sH0md#8Qp_oSA2+WLp zntnkWfU~_77!lxVSHgM@Oj#b6^BSISiX6xE42Q>8#C_WA9tC+` zLwJZi0q4HsUHD4;6@1-LMLvctOqY#yb6&sSdG9GLM*1Y3B%@1vB;P${PA0 zY|hD}53|3RT=F2Cqf%mXRdw0bZ2B5=Z4Vo>vWf`Pb0RhEpt_F7Cvo=i%OBW3zw1{w z;N9^yg2Sq?h|9}(uI;|zME!m5r5cbX{s&EH=$P7>n*Rb0(S}IUG zDfO02h>yH@QBfsWy-kbVKp%kVeCly|VD1z?DW{*X(YAQ^0Bovj^*N|L$|;svnl`N-kXkIUT8O^XHC_3V{H;Zp{15?HW> z61C(ckSul$UIe|&SnfxEDu3e;0AF=4rtfxKSy(l+04_ob z_s%RIU?EBan7T`z{7pf%>fQz`m&UG`Y*Y0LMZd>zP*Q5Q1n6BTZVgjR;}5NK+HLr# z5as6q^aWyq^%<6ynaj&a?;=hH**9iB>QG!Sjon)@aNIT1k;CzO@7#`%+$u_`UWF)$ zHj41=fIeTb64hw0`yIN=p^WyY`uf$N{GHE#0a!l(Sida9^)qAlXWN*%;1gH8WZuAb zgS|;@rCT>n?QJ($Ua(MZYD!BR);B)#UWG9we0Dh*T`oM$Uzo3aelLaVI^WStH1srA zVv_yEBG&P!;aw(+M^@u)fr-t6*(uKNZ&dJ(#Fp|~UR}iMeZSm~B-XK7kl=mW{y+y; zTgtHyd5Bc*!&FS@Ge2vS5~|4EqS%)Kz_H**9RcJ{s|#O{6h@p|{B&w+s%ok)D9CAw zq{wW&!AQ$h4IzU!2=v$iMy1%k=}=Sg`Ez(Mi}9R_t?{61@;a+|BW_=zRXd7Xu@ z8#P=!Rf{mTXz6m)5`kB~z)t()=r(v&4;SFasa0jaLrmtfUs#X5ysaZXs!n)p(AK@C zOhw@U->|msi9TLG9F*H|F%T{t5@pQ`}3PwC@aORNmlQkV&N5pV-OxcHOX* z!xhtqx7V^Xq~&OyFeO$5DdViHJGQrWPJX;}l^BS2D1Tt|c13u_N6SH6Ipt;IcbqAn zAEsIjmj`lp5d`otk(n@$wJJMWXZb9qa!swz*Q6LI?{&+Re&6`(l_bOrlvFTF;PIiO zuUIA+CNty2XN7hTZa4cyh%jc=$LFtH+E8mH4x>Q@lEZ~ZX1={$F=NbEqOZy9>U0``{h<2Dtraf-!}C{L_Milo=p`Ok;5zxwJZT(t{7>Xw8izkV2xzY{1|A z-FS>rWZ(FvJNb8Ha5^z~mDo8pRS&-@P$YRbXViLR2-)$V+Xb;dc=hEK9jvmkAYmYGwGaZ^_g_ewA$)_-w&ZYvtM9;Ki0ku&p!M% zwI4;EWD89QkR!@xz6na<4^`&Ba{rT>l*cPJR#H+{&))`-`KC@Qiko{jn>L%RPU~`$ z=qG`R_BzjqHy+hrbn+$rBI| zu^K+x1hV{^8Rc(V`oATX{n<9Hq=O1&4yR7TMw9RAV2#zg0b%oxUyyJO-=@UmdZ#;wbau?QzfuvWV@`9ShUO`F z%aH$a8;JCGk90g!#-W+67(twJYfK4mq(>pH^{*&P8yxT`mY@fzjaj3tnRPYcGUZ}i zIA(SYfWK4B-%eMz&D@&27VyGQ8hHYRC)-YApYu(mOsj70oCE^S>5N{CoV=Orp#uXVC>3UcqTSAM0u=?_2#{myF5cQ(p z{VnOyQ2{=#ooE33`;Sum*tGx#j9`RLmV*jjv`tMyw&}daB02|r9H&A}33KDh* zWK2So`Nemlp;kp)Pn5U}rW~T(3Eeq_0?OWvA6$0*@&Z>2sJ! z0j(`a+j{xsw+O~A9WbRE)a=uR*k795T7ezV)Tf&6uvw5=>rOz1TNMGa1TMlAzE}7)W9<@x%cfEEUB-QJa(VYnz#hjfo zuVfx9pDIJF#`Pp~beQGE?~s^@^f_7!NxX3%DBf_iqg$fOMLV%PO6qeG1ROHji;~L- z&w-F)Qug_D=X^`P$)iU9m zEU1Qq<@8|;f)4wT=;4$Y&-~1{GyWEU*#mc9_z@9f#GI%sWS*~j^^t}|G^ZcKl6Ng2 zW>;D!&_$~ps>h_C*p(V{8?NHs2iqlZx-%FpH#9hjL;V3snZIcA6=fC8khGu;@y@Fflk9?9;msqbccG*hvp&>qd1Ifn5_)2x9#$-a?6Ljp z8q5zds`it_SWNPH_z*ft6#*J~{@K4Wo`qY=9dkkc%D(7C<5;MiQRvWRVb zaVkSrldCeYx1%1qA58q7m9ETA2+JbX}=<|JaCPI_8Qm(`r-kO$%?nNSW|`CSo3~a6yWPM zW9AeWo?G!um^{8)KXZEVrgv|lfou!22;W83u_OjvSU8i5ET+DJv2ng8DZlOQxD5>wCYH<{N7Cvj>!2OB%H0b?COq{hJP{);|}5pY2Db|J?BZ&y?ohd6&W$B-Z-RV$0vhl~Gwx zxol%<$G+78@X}zweyd9G-${b!e@6>)&N(MVfS{IwBFNt2TL z^}Lh*&usZ#a&O>FsUsI7B(GnZUlLY>{Yyt4VtxYh*QAY-Te0f-7dR)DeF*)UNn=a$ zub3DO6(MGr@v`0?P&#j&Ao=<=ETNDAE(+wr1FhR7Bdjh$GsG*^rag0U{4h1Lkk17% zy#xJMA2ELDi0uEALM+I#I{5|3ZdL0zgX2(Z-^U6o!VTHCkGQW2yt4S1BYk{ae%wDb z5UyxULc`(f^q7^J%rDY+zp`!CIy;M{wE_s8{{y;Z%&+*!cR)-=1gXfZN3WT*%TONs z{W=hv?N6DR1tIHJFMx*^odYm zXXDwZ*KC+x#dzPOTBa5 zQu56lNrR1Z5e))Q8QtB#D0_=A@n-k33!?QCVV0qb zG%&rpPv-h{R;QhxaL=*UKDpn+#u_pXvfoL3^R4(ga>i;mJ3a-UF0L_V5YatUl#k3o z6R4pzTZKl+E@zGJa8HT~VJq*9m#=}ThYDi}r~nEP3Qn(Ro$)KdPmV%IbZ32}y%+$( zkOj4s=-Tb9XJ|`KJE;=Or=Ks7LM>1Slh_eRvxObX`qFidSN3VI{oD_gU;}fC+468 zP4d2+eof`)>!!mzmtDHv!6GkE_*KXZeVvvrqgF4ypZWN_t&=YMwL9TlkUxW8|JSVm z5b@tD1?2{BApj>T-O-DB$|XsXA5_ObJU{@Z0;~fl$w!TIcRxV7`JpVis$eql& zsWZf*sN0HJ31^r;oWG-~X#*^FDQSM~REsr1JEztfpIs`79j>_>vPeHnR@+_?LLcYP zbVXTm6y0JL0SQ(Xe7ai>TeE?@rBi#=^dMiyK)#?hlL&o{$TtaPDDrUlsG;P!_>i#t zxNTUpt@-1T6j0)oQfUg21{@NP55AGR;GVAZ&Bo@`3i8#BwauBBNCmEDB|VCJPg zRfKEBX5r^5Rcb;6PL(<}|+PYL$`P9a?+Wgz z`Z8*5a9vgS@W3%6qAoRj8!RG9T;7H1tHz0AIu)0 zAu~k(1!*&3JJ0Z~vK4{=3eXv}A7Rv2=B&jve?PJwenHyp6gyrF7emC$00mP<9{`Yk zg&(&H1C^LfDNlFAaaGlRducy#K&(6KY)0P~q-<4y!jl`Bz)?4;c$USMyT+Az5T)9j zynPjcGQ$G~&a;I!Es$!u309wb7`3^}k(=)U6umvRWkH5zBNv&ia4L79w8!od_Eu4+ zSXIt?$|exT;j-|GT=Lpwlfsk4lOpxMgRCKQp8?L6`UUAOz+h5mvGWCK`6Xz-$6=}r z4>)ao@5I25_eTOY;XmHZ<9lD9P^V{|-$-%Rfi&Q(`uKZaWqv&U0^@g5hjZz`0$CqK z99p*Wx9Q#mHoL#;eZ&9d&;1K}@Nasg#d+RqUNeAk=?c%CvmZ(PF%05A)2X|EAoG9I z8~@ve>O772T;=2da6!h#_R!`W@m$uei&j7B@BN?2>z|l|1izmlNdFm+y+)$b>6_Ro#bf35(2K1|=2bLVptmg(VuW!|Oa)GDZU0rHd1 zvj1LEe`Ml*qJDp1HO~^gjUDA0NY)tt1!wT6)&IlZSAa#mt$UB6geX{ash~7Ucgdy& zq`Q$GI))aI?o>bqDaoO`JEgn3yL*ml_VYN;%=}rdS?gWzTI=m! zvDC4x@F0Wo8fvDBp`QcT7N37E;(F`-D}nwXV#2!e#{{aA^+_X&!zzWDrxE8&>iQCu zx2uGSr!MCT1ei}(-_j2<$XsQ%iT0>1EOk3HeR5kSLbIl}1$O^^l2CPms>G}*wu>qM z3rnN-N+Uqs39}enTiq+c++~;H)+0Uqe75A2fOh$7si&WV9m)2ahDqexO@*?^!uM=2 z^n(#4E|+EjTJlnuHuwZce9u0)wgUL=?Tm|AXiI#gd_A~<+=;z?ei&jS+(~3@5$Y_@ z8U7Izw3}uv>J=@M^KxPQe5u>sMXB7usz|PhFJR)9lbGD+`#lY~-=PlIW}0Lp?4fO( zw!5lTdhxF{PyWv{FQy!S%ilqMNw zTS-NwR&#oAAZ@5ivY1L_8s)KC@K*k!24v_8C&p^s?&r zQ5CIKMN}wnSW@ZEs%LwiI)?+SLK zS!Han$zrL8W~`oIky#-AWh55vNyaYW?eb?)i3Zj%yAR+>R5ka)O2PKptXbdWM@4sh z^*G}p0#iIy4ylElaw|}J!uIw!S`Z1ot7{j5Q->9Uq;Sy@t{kB727h1WpCvsB2$U2{ z8Ng)|BJEU&wez6Wy_pJ%&46zlNPB!S2Baq$<`pV?MgEfG9)*8?yv|9HG3yk8=OVUG z7w;xZ%hh{2Itk<_@~n=!MtGevkX}Q#A5De9dIu*Si2Jf~0ox(dZ2v8>ouh>Og&l!{ zZ@NW+Ge!cu0@xU^PP1LMk(B7gvt+e9bE5M#rq6s1No5E!R_ub50KZK6nfc+ zmTp~6>>p62=m}9;HTisAmvdIgQ)EzVUaNh1lxD;%+?LHzq-=l0C@W)NA!u8jqVYG@ z6JHQz=)n812HZ9S%n$qpq*j}pg6i!l{eyAd2ihr$-WntmUAs+4Bxpo(g-v}6k1SD&+gN~*Ep0k9UxHRU zh`eRx*RE{j(^w%-(-W-nmPS?~=gK~bEl#6a=|_;-l-F*Sfi-a^fH<0}U>K~VI1Vm& zxv~ci6?fBfDu3#Kp2$K3IcygF0wk~WP?x_YHTeoc3(}hSWc6N$i~7!c1hSMZ^^-*a zyt}8;Whok7J;!rBA@1u(0l?`FH3Fd013+}X&fmY_4Z-cQ*We7GHs8fXN>PI^hiX%% z>6ea%h%?8zy&1jt9n>QyiOXjCj|g07;-oi}pC@lT%_Y?P51ZRQ2@2q`b7b3HIwhu5%TAV5^vmS=GYSk#Gi{bAf06h_#-ZJ_W7Rr z(7D0Ow%>R2y9xb~MfkVw4*ft3z6~#E3xBd3Gq097G&LFXU*NNU>nZ+g>-p6@KwkcZ zBN-pf92&2ySNFw2_$=kS3fx5s+!!N`2TR8e_$oP8ui7#E@B#iSJeUDcHAXR@D?2FOJ?!6OL%VRj(Smcq44~G4!iM)pP_h^xluNF< zblKZ_6$Gu9UvHteWbPo}-zW0g>#&g&@#oB+S_c3qTSf`z?WS7#+>kfk1tQB(>Bq~U zivXDxAw?4-pX%!T!xAzWUt{k0zw%ahlQ*!_{!r=WPc!*}B#oY$+eKLR{b? zME=f^>Zj!C5t$7~{2LMtmbIBKIx9-rtITOPp)d9#NqkUh+VOWCu35kK%`|c3w9b5% zr~EL=s@#)zuWscicrI-vNX56SyDMUcsL{N&Axuz@isvKf_7w`D!y9p(rDC##OLbga z(c_q|g--+~y|e`vZ=DderSWreqLh!XZ8)l09%fuh*AFu|Ec5f;&@+hGoqr+QZ}BQH z)^4`wYt>ii&Uo(l@+jL_j%{iGhI6NUbw@ez7*3Ywmr!C4FyQu*^gpi&SvME|;4)!) z23*dtPm;>_F9O=|HJ2&%3q#NgL30k9qFo94tAUK;O)1}7s6-ZIBeU-h2d=O&tvZg}nWnF9resVfE>N z4hJFZ`s}d>b@9(UCG7PERkipwz>sTpbTi8M zdT}nvkFMO6-upIQ$zLb@=I7Jz2epx(e5cp<)%c`k{Q7^t6YKxC)_`OwGqr`j_AHH8 zg1kzuNpQ!>DeYJG0i@-hk@Azg{hd#6z7y|1q;Rky-S_*E_rn$SN7{a|{Xr|NK08OH zB5R7Nfr!y4&2Rd^pY(pk_NJgUn7X3oP4d$~1Pqc}?k)39{FaAMgzbfZUA3{1XRnc0 zXW%2Wt!hzMx6PN0k`ki9#+1aQa@&(pFtNKw!7VfoqZJrctA?Zh}uG`uaWiQqtzZ9l#$#Eaj%DwM$ zt@4Z6P=56*bc~F$sgzRQC(sz5YhNB;_RO6Gtso0vcF2XGQVK+SEK4-Q2P|Bn@nekz8Q2 zoi#kCnoglamL)J|s|%1%>gK;od(x+dX=nlv(wHDLLZ%_cImR& zXI7t_z;gTK4vHhoky|Z*KVugsiSJQmCReUil5&Gh%@@=P=ZHaRY8VVgomlK;(TrUe zP<>$^100Wb)mw4!N{lrJVS@yv$GrWo>H9RprFV#qV&Er${?P-N94e-cfPhA|+=#Yl74w89l?F!TkX>eoam{#DW8rX9rh zqiW%O0`!!{uW|NC2wnJ|A6p8uS-*~X0u;`Terg}Y3+Fn3QQZ>1D~ekphgR-sCis+d zRb=(BD0zLhcxs;#+Oq)2eR7DJe@J$2{!%6STNeEFFW9|*qzjpMMr*`iqPt zzv87oxJ560bK}Z9e*$Rs|B`n2BNu+FJ;s0cj~8A4ZeQi+M*ztF$0Mb`*$5>6>&Ah< zGwuJ`)qHxmLLB)p&xtZrrhG@j$J!e$%}HDPeV%edq}0iadCJnLK-MN6gk%ERWYY=TB%S4bFzihPpqa&uOR-z1NE2mIyx%0KRLz^@Q=yz8p35qJ9 zojCVGH&>Ny#)uyTr>9TVM{+;}_ zNpOVtz_c?ZA!1nZ=I8M&pOHAjPWtyHZ7_c!(g_-F@-wz4Z~edzBY&cLU|%xh5k@t@<3lE!52F1ns6@47fdPSBysK zHY}}c%BNhVm_>S#ohSj};3D=E5Xn-h_<~^869-+-=&QdOk_5ll@cO?eEB_0dDvpgK zSSX}TD(+5U zoMpAg*-HKU)kMmoH^wtk6o&;ZZB5YImUU^%wfhl~;0VGy2rB(rm2Oia6`_;tw0Dn8 z?>KGI$^P=xIi_oxB3wC_ST_)kyiA<`W*YLO}4ih<0+jCNWh5Tz;N z!1b}J9b>(Ce7!>BV|N9oJ9W&_=`VL{O-m81Xm}8~eK3@ksc&%qz?id-;|DmXQ&!5x zqX!PgJt5N1J!g4(*jjkNenG)*0<^~iXHDfhNdB7zR{b>VnG9?C^RL%K?JPv8qMDSm zx)a}R@yD5!v3!o$HsukWs-BTh%BoNX?g_Hv{A1BX8snH<#yX`E6haEH|Xh|cn(1okIBJeBv|?#Wom?*FHC7nnw$BRk-;vT+H`(5LwRIp0qgypl2+(3=Gui}@;{P9sg1FB7r3SGef;p>@qEd&HvRs_8gOZv~{ z(~f;b6*pjN$Q#shvvh&0N%^$WEjS!{Fzay1j$|*e1V_mb$w!cfD`GkWHDt6=l8z#&|0Gf z5fiY|L)I2{Q8c66g!EGdxxuCAM(Z>s2(CIZ!Gn_nbJXEPsvGlkOftfYPTl3=cB~zS zt8B(_!hR0cbY3v$L{XgKAhW26$M}8OYcql*mn-ISvj%+~XBSwhZ;%e0zi^m+R8Ufs zugs8JboPrbbGQjjN5L+l8KV7=GCv0OxPby-s^I&V$k;J>z}UO)*py#cwuizKX|q9( z;NFVx?g&Of#$)b+PD4V7Sj$ohL-m;R~Ek77PY<>np#Ud zR$hc6UAxv{twvZ?1(^~bpu!#9?7m9JkAu1QST`Wo6}}~@Y$at;mX9lE3(V!$+EV{S zDMHY3pV)h zw#k)84WdC@gK{}>yi8p*^*Ld*ZJR4^@n>_biBQxH)KE%`>Dto`=_i%xTkrmo8_2{j z=^ExC+v(I{&w00h6pI2F;Jfc-a{h@^6(Qg_z?KS%TiFXPm=M^UUA>hHgQ@*O^kn7@ z8af8&DYM@>dg?H*ft?Y3{lWvan(jz51T?%N9-OQ!-z=m13VRmQecb@V6U6n%D-;ieJ||GgS<{$S;c%?}sG{hK^!}H&WSw=(5DGL8}Uf zdnDe-aV&!AB`dar{0^{kN&=VUwYHVsw7zbay%r_eqU~m`w0q2(T^K+q#f*qe?0d(~ zQ2N5M0mVNq-o)9h?38Rtvn^1&4zn0@h>Mu{rs&NW`ADG;-tzVs&z^Ki)-IOWlckw# z&WZeY9(15T;jsKK^&xAwwZ4&czqq8_jXZ_Lla=IJFVP|I`~d+)qn%v2w)t$OV1v>^ zBGU!B4z4Adr$SKF{boxjQopPK^SIdXfs%13i6loTQ$G*jk-KX78cs&J4VSpBKmvpT zzPOVh9Qy994*sp~dFzemD?@OS${hGWm7kcGL}*X4GEY|TZmDX+Tg!19B%H(uk511a z$^42O-_yxi=ECq74?8aru=h?)jjq_xO-_Eu8T;ju9bUp-(4tWXhnRz1n&bVx?0cSd zqvX%T7-$=0<&WI;dC(C!Eu)8a64s2i*HqynVG=eYL=lH96FhiBtm6{JB3WYmA8dVV z`{~}g(cPdnlRrK3-B-mVu%8_hgSYeIM1C-(Pcr7|Jl~*hX=&mr1OP^F8?uQf#*Z4< z!IQxjAo#AozdxLS}O0%PRiJb!ZYxEX@#66RpQoFSz?eL4x{*)YX5-?!g2JVJ{Wu; z#zn4Kp&pf}v)elUcHTr~juTyp72A@aPYkz4kA~x2dAoavzaAq-#70r#3yg)g8PpXS zr6g+plwsS6M#0BioyvoKBz;370&Xm`E&#q~s)h0uZPpt6KJdAcF&B{mTe!U=;_h)0 zW|2+%LemQ^9+0JLEyIZe6786z%4Rh5iSjU>^lO38f&8V1WkT6RNO-~|gyusSJu-!w z33x{3Mh&)wC7#xTw7EX@S2g?bt%!TyXR~j6?3d}eaY(ydOB6M7aG*oFlJ?@cfccnj zL``>w~N9PmE_Q=y;a=b;4w3QcD95=7rk4tfiV!!~ElT z#j{y=Vkh89js#9AjOn$Oc2{yxdVFrvg_h?yZ=&C`+)_S;mZw7;c!jO8*EbJDVo{l3KVA zRZ3(WdnpGswa!dXjCPz)aH#lXF>5{AyB0dkk%jmK(L#_VF(T;AT56W^)4>CmV_}mD z&aC7_RY7B#X=p!PW=Q0y1q#c(L7Si~NJhhQ)AK(9Fz ziBFIcO*^NwA52XH1DlX4ES72I-0xIz4Mm!fyW-u;pxIxx+lEfON*ObFKu*oUJL6|S zO|{@qsv{rLXZg!hoi|;k63Ld4qO*JeUS^zTjId%w2{X=YaMlNcH}&W-1P*%1jCk>u zgkk)agSZPLJ5GllsU)aH6Ew#20YZCs5|>DJ@%jqcMTTgs)$gnxnhRnbn#AQ1F(Wy2 z+G)O>yT(F{(`65pV~;tIyCKrHv>`zGW(17i%&vEt34!EJ-%GpwRO=0%6)vKF#;c&h z!t%CvM;b{%Ll~|J3VuW$wZha?qYmRDOBo#Asy>{Z%KPslUn3qcanDe0Z(ShmSD#-G zIyXG2%2$NVFq@&6@ao@ep(jHiNrh9PL9(g0BVjW_j*nCL9A=J6%5KdHyW~~WG?T`T z*_{pv&)!vlKZKCqdYS;6mPG)elbOrR=xNCml#a=PkG!o^>CCSl!d`%BKY}7HI@6~@ z7>Rri$QfL&8!EkG+0!Vt2_h!8VYx6@m_*wyibD4U)0k}BE3d5bFrhJ_xhb?uAJA~y z;reXyL!-Qy!IriA(Ujg&`VWP*%pAQET&1v+e z`@TAwqhLP=w?TNH$$I1Y6TJnGBd|u*%UzdC3S5|_+g5Bg1<-qJ@^Kf*X66>Yy~Zs~ zEE8+~vKDtf*w^KidCFZ+(z$7YoSaRzJy@E$%!QKcJ4)7Xh#OOzQh9a@|2d&dvGcoW z+YZ~Zr;reuVZ*(Zu+cZWK}L9qUM)5ELXn$XM5F>dlP%>$GaxCRD5O4*Vz^|Cry1Vh zunS7Nwl?aa--SSmda_nL^8KB%fSOZmt%V;!KE(|&?SVP^hkhnds8u!nt^MbTJ6U(? zaI-yN9K;K&qj-}lC=Vas>vNo_H?NuUw>p}Q_H?u0j3UtC|3r^_?!o-jc2gcY{rhnq zud&KZN0uURmHiY5&Ig2w_1fE@B{!Pvqn8;?G5HOqU1w4G6_p^*$9@^#4B5sIA~2I6 z9_}wGAGsmQmtb&9RWg>Z$|jAYh;24j&3u-37ICN9-M1>bSeG*Bv6YFW&aPKf`Hj%( ziQ3b}Vrx|gg^r(a8dFe19@IU-pQTwm&k~}}70nX^fMpNv&Dby%n~RXK$jdO_==1>A;7tOhbg1+u(Ttokh1u@Qk~3t!8W>qgvsP zTQ)`AcLQy;@n_4U$@dP>q$77KlRKvB%g>aJ>~u@?Z&FFd>ycV)gBITn8fPW%Ja&H( zII0&ovA7qjO~U`?C0>vTWU>4jIk^HD|9!cEC36Ehib|s?Wi6;;FIncH_QXxpl6@SG z>j%jLFdCiXfSI+V;t1Gmap`T5RFV4>Pf(WWRb}s5UJasv*YxglTFOe?gqS!zom^en z1e?AqHh3vN-&AXNg~-G%%eVen-{v`Gma@M6-Bb0^jd>6L1}@5w9*}E!=#;*o!FV#zpjkH)3Jka0l zNP3xAB4zssozGn@gdhLHJ$$KP3X3molFtY;ER&xkYEmy>e-Qt&vo42CGtQdojk_}C zR^)`X2`j}tj$Aw7f=GFCbB>`V?C3`~?&;J;V7GP|Tf?&RR6c_0QqPD+7S7}ki6Z8W z*^f@J$BMHon<�Vj@}>IL;*d4v^3BrpLV3X>?zUhV~l8==UAP%W*K>-3xY*nWQXu z-Nc1kR9?`VWxFLb3!0w5WWB5~N22%E3U&%UE4orx8Z&!? zv(OZ6mCfGi%ug?X{$e(TD2o#7X&GBeJ$6NbZmiW|v3|`-MZ?oq+F2HC@`|#?`(t99 zn@WSXZk2|2kzF_Iv@c@2K37PxpR_&DT+*#t_NNX5H|{jpR^j!=_Y_XxNgKs5+-&BI&5b7Sfk+`Qn+Ku;xkTk{WQ)oQ zax7cdS57_SXB|F*FbpGubaY=Sjf}R#bMGUOl&lLAuv@Cn2%D08o>pso;?6ti~V zrNhH4J;7d+m}b-&FVONSLEkE^Wr!E3!Rw;;gVRa2c!jUx`l2tYXHi7|t0);-zST?9 zaK@;25PNDAlX+%oHML3M#qkNTfZm%=5RpKax}~Kjyl7flcdVFg;KbXLr8fcw7OJ2} zs2n!ATfr#A*O1lDeLw8zLLGS+xNipBUfmt+Sx}B;f`~lpDaLanw752pc7m}iBPCVn z+OT(lJ6310dgvv#9k4H*>FQBGTp@f3e?DJ(ze9cJvWvm-M^L@JqvM6YsEawg&9#u5 zsl$d*j)19m>Un9k?@gMlr#?DV!WxO!SeKFBCB`Uwkpno_sboKkW%=vbw}kA!-v8Zs zLA&Fw9y$g2nx_VNTiaTx!V}Kg4!dG+1}ARS<3>HbG-Xsj%Oulbg+RV4^eZyV_Npmv z@COikbo7E?{xtgJiQtGR5r55XVa`?n4(7s0oPQju-K$ku2wgPN&(aK?y>8b-^0L5g z-h@EFY1Mv~15kY)K5mLrmbkz)G;jpl*`-d59^2OMt?rDJ208>4kkEP&$cj46QmClz zqiN?Rly;Cd`oWfmY~^qrw_Nm_SPM?D1s}9}{k`0%y&{?^T7@il2rW(R9ue&_^TUMk&|*dE`7Ena&T z?*{2i65B%L+a5(eWXQ&qC<@d$yr9w!8aeh@Cye^8xeXqJkD$>(C`Ls|&j54fNbK{C z&32rVD8X#PLZk*x6VW)&E~n&1s>mS&yqNId`yQfcR{~Q=7iw0-cqi^#QW9KXd{{n( zCmv$O$agRFWx`KloTpp%k#47BR?!U=qUu!VY`^$0YUOTaQMhhEoSo{w zciOw4y(nnJFL=e%2(q9*O1FxgXsr_HHJNj6{;*#SWnexprZpDaie7Glw4-sz(#g5< z&{o5g&)_k2QdE54EM|m#LJ1Z3wdfLbq+{*c(PFRt4uQHhCMZE*ACe};vl3GCE|tR- z_Z8I(R+3m(cJB|V$x&{ptHO;Sw@XO(_8+7hmRYe?h1sTvb6Z>95oqos&hEF)(wli7 z&j7~-(`?Tk2}NZtN)KIgRybMCYSB$PvaC6^q2%Tz+?#AB7A zENg67Avda6O5;72Sd+O}nU@kB#UXFC*HkecWulD#%f67m=Vto1d!8O9_TX6?>?LPf zvN^NX1P0%4K&Rp;QC}~oe?>a_hKgj7Q|jy+{~Poq!N1z=-~Ed&yZ|4(#quujwyySP zva#&4yi7o9b7t_&w7%MWv(#5ErngJS<} zqWikzkY`~5rOi@yO@_ds{uyhGVq!x_q-cqH=53r07h`ShN6;_8t4KHT_}Na%tA$)g z>J8X7WhFq| zwm|EC3Ux}gpSaw;PT8)#eNk1tqu#JHuBtZXomi{^)}sx3GnBo$Z|pGLV@#637aJw!(xtO`IFipp4KbBj5qbjf;UyZ@tK;yQ~yubWS_H z3C9N3Mvv<+ST(H)pXNO)trfg3+?ApNXYBq0AXn=55rlB;B3T)^YQ!W=%KC3M_rEkW0( zS1$>~_}er`s1VfXUBougNrc7)mtZVAV6Ag&H=l9?+20>Qde}|&`{_la;Mn)R3=nYN z8OQyg7MHhRRuX~{(zK+4v!;W`0+FwwctV?sxSd8kdAEn9{NHe#Y7Al7B_0RWvXKl$ zb9;v_J%c1K?6uW7h?#$W6QRICkY?wp|U2TYCKH64fZ;=1(~aOHTc}waK?4J zC|d5F3M#^6c`9%X5g7TF-pYom*0Y_21Wic+3|StK{WbUJ#a^;`p`EALo7D5z`t#3u zf&8_z{zjk@;e^6Mg*Ga7i@5iv11qJ!~W4OU(}s6 zl`EdqHE$CA!Ov@~wEKhNw)6`<`Ki+;yN2r*{jYGn?4dqQLo z*4}kio*^&0z4;oZG&-g>x*6E5HKm=0?FpJrBY1h9dgA&TF>RLn#&L>B&q2V`F}cEi zza&el2jqzq^r4AvtVG!MgI+OA5>1Z{coSKDyUTRKmP*u_Dx8L@c66QXGG8c9D*nmh0ITsEMaf(1-Q-c zOY#eS%E-U`-|_m66?Gc_r2vC0LE{4ovV_c+pW|do0!(L%JqtLsz%&9CWo7O@jY){S zxAsYi_d6-ycU!j;-PRvGEs9=04BH%5y%rbY`__H)1{O{t5CsHOGFW=C6B&mUsJR`+ zYhjw~-lh07I~?oE^xGwF@(rF&0GbM@GGLi^+%DnQ{Nz~pT`6;K?NVmEd>g8pnYd+K z_+gf>s|OJDwkp42(>>=(7m*c4b)4mB3C}wXQsYqt ztxW5Y6SkY0R@i25;f5_R)!>!HVgOJW%he(Cc-pt76}>Jj1$U({_K$GsihReq4^ZcN4t{gu|?>J;G)F!Z92AWj#EOf zN-UgyNi}0GRtTe~?7?MDn8fjrq|+QHvBc1RC8o_AHA8*Eapc`3{5jHM5gJT3T#Cwr zgRCfR#*Ours|6Hl!Yb2bS+^ep3lO>>`Mxp`$;r?9VFt3#>A?kA385FirP`yNL9ZEh zQA(JAq7vTt3AzbX!x&`QY0}oVVA{y^wa1PW#fyTn2$` zc~vC1TOsw=Y#MpuS#=*mqV1yh(cro9F2^?fS|gN@5Q(Sum-g3qI?H^QtW5EiqnEr) zt;YtDXO zEB6cZQ7`chgBrd=0;8hVUMM9aer!(+oo?{3)tk#rtGs&=%Fn%K>o+Wq|zQfF}0 z>a{Y!+kmJH?DiiLlB5Q#jc%Ze#XRrN3LWje^*ZDf-BilSi{X-u@AQ6`-z4UMHKh@m z*ePCGB=V!kfmasn_#osi=~c=Kpoj^EvSek@vp$-wMLB(#rd_P`*3EQb1kU4k{Lz$n zb(16oJ0`A(`Pz4Pls|k(&wq&z)=FU^u_i3c2lg^0Uc)45pX0-%k06890E)2_KTK`0 zX7f&#b20>7U*FML_HrQ;t*+N}RDL1uZgdn%Un>@>tXI+X&F*~Qx~)$mwx46SMkc%K zHvRU_+oc80RGc0l77h9D8BHk$0N_syxi6q)BFZ;Rlz=kobanq7hwZ06|KWj)(9DRA zwpNDZ&A~fMbmcfkRDbi4UH1B>qOiPFWB6NqO+RbOA&eWF`RT`7(`yjl4~(9$r163e z)HoqJC~ouD_v=k+yC_wwGPW~n%Q_PoFBU^$qTaSrHgot?`m~ZDHa{xZELhq;@(>I1 z*jH9O&&^{e4Qm&;a^8@;)(^Gs&Dpfube%XlmTZKH&z%%zTk2W#}D<9;>OO>r0jZfJcW4whS7|7B*0OCdlMRPOB4Y5Df;kl<`P@`1!CszgpC+<|P9>M}#*uAND} zv6qI)NE6pv+ia22Z6eRCeM*AcPR!1+TJRSYT#oMAmYvfh+>irO*rUSf$JZfVQeZ*Z z-q6LB_}ym#ltE$8mrR%D_xyV_O6Nz#D>ERn@OuVqYVqby2Jd-v3L^FPo>7;O*RIrP zNf@Vy7sjUYGI?xI@$Xay`4m1HqA@{wqf zdn=z3E`*|8TJMAeAKt0 z9S@r~P!lDnoK-^gXC}DIo|y<`Yh=FO?hGOI(cZbEq$eBr_@N0$^UMerO|eWH_Q=!Dv?;05tIioyOdPUU zDf*7)VSr6WRi_ZXhHg2x4|C7tIm?h{-{bqybL(Tid}O-A*jUqqF}89?-WB8tki1bm zCzJLK$)^i*>WqCi{Ph+d6V>P~5L<7s>xH1Q15ioq4eJ?R@O0k3ZPQn5n? zf&1Ib|J>m{L~TmCu+Qq^K@&EV-Fu#zvN_j5XO{=xj9&7%Ty!wALNv>WZNf7neYx)G z;1Qd1+5)Ojvt*85NDU|JmA&XAJW&N>mZ>ni`_^{y!nEeOoO@mFF8#cTK zSE@9E?jc!B(AmIYBK4(BYtDCbV&*>Js=PkhR-RB|Sp21QblGglkaoGk>a_Pb9W3_| zG;0Boe9(VzgIOZapI6V+xoCrXvp))_lbKMWnn>v&=;kqAy&7eS@0?O^@2dW5E#XBD zV=UID=l=d-LxYKf6$mqNHw6vL0;97AL%iQbkXTvq_SlkN3Cc1UrqOVu^lLbLvO22g zO&ojAO~&ZHrBzs)_gIwxh4A#%CiDK;%Gon%hQN z(Vwo*-&`^jlr9H?@G@@rD?=sUsSC-Epsb*epmvJ4g^es2ALQq+>i010tJZrU^dRg z+oYc7@)Tm31|eN+H!|q*1&;S03XwSAilNr1;cWNYq9z*{AgBmvMSKX{Y_SjcAdIl$ zE2qujHzN=`7n6j}{6igpDR@BEK=`?eAjF@q^sA(iq zQ&i_V{bE1~$a);jaw^MVNIT&esh*I~cbA%8SSX>Am!M9VxGj&Y>k9j=KrvmuZNHjs zb=1P{?h~q$==Y`$T0zNu(_eyAk-cM9}*xERw z@7Q`*Jy@wC+hM@9iN$>Tl0+_0HK}Qq&cdOXV}Fidt$OgBG6CYZu09(1z+4CZqU1Ik z@>tMj2-F>B%%bIwQIw01uZQS&wTr39_ej0J!a7Sq1y)%nU=_eN6Qdv0E~VnRem!8Q zh%#V%w%Wr{^xfETqS(+nBc7itt{TnzN1m%sc}|AjkLPrvWUKa^Kh%5=`2}L3H58c@ z3S=R*^_i07vK+K#ZakiGdBxx)PVlr(gj?UW_~{F%@D;t>OKwASN6 zMSdBD8B-QJ{^fM9U^YFDp>%oj>~rSr6rVz*>H&sa>baM=I#Jz4AOvraCn z`EBPuf;`n87Y`CEJ4`%cC9%sSG8Ave3xSprJwii6ZWi&X!Ne8!*^YL(tFp@Weuc_J zBO03q;*TTZj{6aWx?RGR6nzjtR5$v_HAy&mrOfL2h-e%Wm-2^}+HvKFC3Ddq`ke8O z1%;SB+XVt?9Z-4AU{rzGIQK$4wUF*vC2N$<9F2M=#%Ft-^Cc^;DycBrf|{wD@(;tT zqL!>6SI|{$miiyh_#O^qDan)$uQsrb1_WXS#wqQSRo#X>Ad{m_ z@I<{ABC67+DAWmJ&kwY>f~o(*GbO^y(nEN@&zaMpOnq#Vt07t>fh7Mn{wocXb>+aq zs2TPSX{GYxc*55iED|t%fa%PU$N5v^&XnZL4n1s7%-dzb z?g^pDBu-8j27}I^?W#DVbY&$2^1Hb2F7Gl%9JX8{0Wmu!E^^!6U8jV~&!`{2=TLk% zavbz*Xn#U#QG%KVEs4}^^BI`^^?SPdc$SuINS2_`@rxPiJJNoVdA%)VUT@SC=Ys|J zuQ$l6K1Bp{!(XA#|6YETOchYW$n0=7~=2zpN@3AO8rNn~JqRkgv)Gz;=`KtBM0>M`g!Iq_P$?_v2UT0-*8nOd(o> z#Y_+CB&ex*tdYe98YS1>YFKwbvVAr+hYn0JR1I*QbInE-UARugbd;No+puqhXh*c+ zU!OnIk$=B3bKot36jGa+O zj^9ry^~aaHt-~rL#Q`L|7T&tR`S~R-x3V~Vqq4!=*=p3~a?^+T<$a0ep}oD!%8dQ~ znL?A0no*Y1xlqdfAXi7GNi6jnvFz}N*Wen(d-G>w#dkF>IcBwuo zec0WHrIT$tAW)5&tqsAMRL-Ua(RJWQla0!ET6ikc=NJg|XPkNI?RandL}_i1qEyZk5q_!{_!*@!)1jcQMN zvI}GM8T}@-H;~$^y<~;7i;0m;!-ei?bGe5EMr_zi)Ds~sD<$DZ#w4C#1>e>V+n{Ia zbb%p?_W-xeLap3S(N4BcBhzKaG&P?DwR!aVkEB1oNVEZj2J_>VEm&{W9T?>{7_#B2Z z)gjsf{S_Q#S0{XhlM^0Lm*_r^r!Bs6Q{V}E|ER9Vd;L=i{X-`6=9GjyWHePFEm4GW zk|ok?7$#~Qw?U-ylh-_b6@m$)t4-(Ju}mrEnF8INrL1xRZ#47}!iJZ|iesay^)F~+ znOJ-C+TTvEJ5wgBzk(twXLIOJHCON-`Z(rHmfLD?uc#s%>j{N5Et zx8D%sSr(UW@OxP*{fN%^x9L~^vt>4ZS~TSs*TFEegCythw(?Nn68oMK`+h5_lG`SP z1tx@r1b0k$p> z#mq;an>Y7V@FyO7-l2&|<+I9Yr+7oBFs=4~xoZFTNB@TV|2(o7ezt5qx56;_TyE`Q4s|-*2jWAR*&haasxOV{~i$p4f!fpfa~ZdAhSfPnud`{Ju zaL9Z&i#mZ0QEdd_p+xREz50tfh(9N{0ZPI94Wk1Aj4&Ho4o=wkv4d)1|Awl2-E^M& zQQvX+*)4Tt`7SQRW4#Q+vc}3mm^L*u2GuKA<-Xi&B=)CJGY9CK4yPLm=4!;~aupbl z-iF#5ZL7ykvXLjJ0$DM;opo(bncxl6yPf0kr%m>~*bBp**s+X?K`fv#`eyD`ff$!|XHe=sdS7KJC-^|En zz=uc|-4E}uCVNnrHSQb7mA}1BFQg}$(F)<8M_kbAebdg3idydLfd@DISluMXS zILt*lm}jgn$iC6N-adIUL(d`GaPTN(xHNJS)kxz0vvLt1BASL^lp5^+!`^!bMAamF z!$S}h5Cq8?K~SP($s&>kB!?kL&N;^+h?1j#t z^{xT3_nW|_++sHiJDMSyveyQV7)87{+=y3>Qn6h8G{O$#;@a`|Ot}qXABA<^3`i`} zJ>J=PyHi_|a8`B9sOSz@^$f@GSL&qZ2W4rkun#wBQEpyu=z0kQ7O>5dd?kyUS0 zI~z7vPWO%`vQZD2^y(PQ;wwq)Z}n@9D%j$ApOy~PyHRL2jXt+9b92xr4xW8bO zoAw?OubY}2G*_)T}p$1S#*n8wFxfbCloM63W_=2Y@H zTUQKcI`z@pVZ-l=x7VBOBMO{epznu3AA97~gV9A_j}#Y;&58Qn4&Y0wuml;TtOcb* zfRnO`%M0nzoSMslBpQ>QYR?T#OH8m(YrQuioN={k9h4DtH{f^vgCLfpXkY<;+3C#g zG>^-{0gd6EN_G|?927yNf>E#~xs!NLw_`R>AML3DlgWX0oZOz1bwNk@R9L^;b=~IY zmR8nP`PNc1(`LbFjrDgC9z6|9J4k6P3)+4&o-3U?Wii$SE4Aj+ZjG|mk9p^)-n_s( z>R8wt*wkU4-MDRwe_H`B+U!Onn>-SvrC>aD>A==Lr{S2G;SGfC5tC&p_e_h<$5=9w zBoq*aaT7zj^>wgd$+4(+l_mE%-*);vM5_U33Eo%sokw(`9W85aR#!$*~-at&v$x8CV#^H)(QMU@4&DZ>524$Z)Zz)n>tcg!- z3j+0Xs9fnh;W}rftcdzVr)43qe)Ysh2iBF~)Jpwxc1Ul@kz7@GLMNxd5FRo* z8B;<##!c`6uIaF$dmh{ZPX1TmG45~e_yy6%vjQh+z&ujrNjIEQgo`}cAIpd@USEac zI^WeteoC1@8){HTt>2aIO?S1RcHPcaix~>|yDipLr>v8gFAGp!^i9`WErcvl3nh!n z=}R^8F_p*9VpFcXv1pRO4rj zB+5*eva8fLOV7>U9*Q;!6%f*bznd_s2qoCwGQ2Wl2f69$e?q;Uc~BI+*n7%hNxM1q z_8PPG5s}3+ixuUEm1$hALi>F;PsX-Vv9#I>#62^0+KjwHg|m4rx8uC@Mf>VQ8pvIQ8n<>vQg|jthgT0rbXH<^H+L#18UQ2z zHJR~5l$yGZ29zZ!f4crcvI>UhQz##WXR^GMfuY-+)VJmr3LE*XCcmk2qQaV-zcXET zv?+jvSY7JDf|Bl7)NRX0Sj8t%9FJ$CKiRyB%AcA#65?F&?!;atQGK|IOi?4~!$yuA z^ZjD}GUoLjeEo)t8NW_aa-M!o`USo0+Xhpf80)|)TheGp!+%YdnF?WdX`Rbg5vn&3FK-KpItPjRH6O>^}2 zv+DzmD9JGC!}6N4M(M6)7ygyo%5hhmS&kds6^L^4-iznImo#Raz@~XM13Tc5dxMJb z(w9Ai)QPrs{>AMV{wZ9s>d2}S^7*k3cdCqRP$X$SAdFWsZSzaSI!oG?OiJ45M-MI%D1P*7r>EcrW>@fv^RLnmtmX~T#{&t%@?3K`3 zCFJ;Bp_2Sl`pX=w(;bS-!#m%8RssS68gS(J194gNog?4V7x+X;3V`q;fff7WIb>ab zSm+a%5S+f!pE!CP+jTisG9kG0#x!c{;#R7TyW<#p4SNK1uPtXhU@utQs~EU z)zF&1_g(Po?|5cG{~bC{&)^<_Y|JixJb&`yI8^5^Ix)o=5V?PbozWutKaU>YS?Euk z%x9`MT%+M14>+b;x|Lr7h@M5$NVX3 z$6rjyn>mS}L6j$7EJL$@1r6HfO=X9-_nJ#qB_`JM_438T2XEcV0&5}qPo*WHP}4-2 zmzOXD5vO|wO`Op2;+;c9Yjce1p{zK&7Y7wNb9g`*yP9Q$e6Zn%7$z6PC2OA0&1itZ}q~Fd5g_Jq32g1*K2Z(P(x& zEvO;3vZEZ9+HD=G#4!Ksp}lic*^PY!_8e*kbozz#)h>EhTh@8U`P>5ZU@-zCvHe&>u9ZXwTdJ3H7pB#ay|O;sm50Q|XJwJ_ zqSej6A)&!mrqmotP%#~k&m=bA{e0Or{+5Ct$iN0mq)Wg|8iHo#7Ty-ff4BJZIZn0h zln7^5=^Z}YD^3`N;qk&PgX6hX!~DYeF5yz6N9`j!(NbaZ#FKsdM9Yrv)jle}uNgq4 z1E7YOen7H7g-WmsCquH(+Le`R^oCNQJB(L}mXeHvRyoic9||b8*IBs54CLzT5?^ID zMjNJCQELFd1f879Jq~@(>8@VA=ehgbu)3^fgsDo>*pMwN>Q;7>ELU>TqeQ2WB~X;O zuj%}pZ7kWV8@eo(mQSBynC{H*W-eY5}Cxs!Y0I|Njh9a zr)MMvBDusoieE7!z+vpN^`GFmIh#{n#p#zRo96CV+ovBIVlof(k=b6`6hB8M&y48I zrh1k7DRK+7tvCC!62N$pxu4&df2K9fUf(wzT7S`OVVv-O_+yEK5P{aZb3)Q_ES((j zGsQW!xEDa4YiST$L;hMWrw;r^J)q=@wFVbj?+g_{EL>k%QxDE2r_N16mj|^^b`-@I z%o_nWwL;S#htnQ<{q2$A;Q=R`NGrznE@eqZ+jkfs-gj5XsI|t9SOW0vB>5vv3C=tY zG$vz^mc>J8Lg($Rj5?nxIreKcSt`n%1gF1sOpGt8!m6^WFc1y97wMa(>r5`EAR|uT z?bW};#HaE?VN`o~e0C_-Q_PfxSsl$MO04g0&l+mjbs^2+236O^er}~Q=ul`=;@VXe z_gdv;97@HSs{w?adL~E}rGj;Pn7N)yGHB)uIl&^aXW-kSNCbv@POj{i?|SfTC(Oy8 zsp>OogmxT9Q&tgc#ukZA_`#xt$Kr`2}!3C z7u8R05%B>bLSbwI`LAgrHsLg5{NlHBDjah=v!!9+`#Y_crjN|F_Yre#ZhLnkA&suq z$zhoFm%8Xkk7*%FI$K25l|E>YEMsS{~~0Bld?RrOKL%Lewdr>6eNQ9hEqTWUP?Ag}MwN!a^>Z41XgdM-bZ3?^V?>@*M=|idok{DrC7~i+dPxdbQjWcq zWXv!(vECeee0~To;kC`=5#y@bnQtsUHq#0_>VrRq?V!J8j(;kGFp=veig+oL-1xRF za1s~eaK`qrw0mGFj(a4|)u9-CE;^benq@567%dBHk6?4Xr`X`G&}Q4-g4D-0wlbq7 z(N%M>5$)LK#oK6d?o6enCG$R<*|Tjkvy5f%O&*Ea8V^4cApotW9m9F6^)B(`_?!w_ z6h6^fI`wOg<*ImQD=}(w_vbU6wiwNK$XNYG#tWuRLlJ_w%FAt@d3^>E>Y;k*mo6!K zJhF&(Z@hHasA?2=vLmKyHO}e7Beo26mC30oTKauoK1WJt#G+2S@|oVN6q{pUCl|g7 zIG*UXRYwEN_EkfmdiX0~^U#lC4RcF5Vh3vqI}J|-#2bV@2_y`yxA$vVE55H(l9dz< z)e>;}SUs^fa~q9GgR5D_llx#ssPc{P+#{d&108t6L|ua?3ZW7-+}HVKNZxpNUA0)t z!Dp@CYvf3W!ykD<}pMRa)!5-+KET6Rw8TFSP2J0F*Y== z7YT9JIZvE6cbU}Icq)wFz2#yTCbf&q{n+6ngH#?3LDc*k+x!0bw+*L4)S_$$g*Q~U zGBL7ud2~Ek)yA4AS^v%#_~T9inp@by_b57v!X7G}8({U+Nv-kgWNx}u@;**boxI-vJdFjx+(=5tqG zn|P`Ub;F15*Q~2heCMX9;vz?%LKHmxEv2%RPEDcCQ;VjKRG&f5gxZ7-nN2B9u26gi z-2^L3;a1f6@_bOE2@=H!^S;q?NO_F=8T6w=GE!A^S<_A*uiYBMQ{8?C83Z)s-AM6C zK**=C0_Lz=6*axT8^M(V`qCdahW}`k0P#1C1$!r0U-&J4alJam=T5g;=+hE*uN8zV zs(h#1?+NyAyw1lgs1Rl%v=#z6?#lc=I?8lL z|JmkO(|V@{Kd+$q`&@pTBHaIE=YKXST|z$A95u zBES9&Do%yhVO?G^(@4i_AP4HU*M{$gFHp?lvHakO;6G*gJ$WD?X7;c0*`M;}U&yon zjtl>XS!wti`_fnKG*EA!JZFu6=?P%RM*a)e!v9L8FB`_6B2o+f0)Uc#pacSe2tmsA zz#e}mwgt)r0C?hcf5PtouKMp-p8vRV4qd1?WxeD&O*4o6{^^p%kf10W`v|Gs}Ybo@^yTcay4Qe`BfWVuh(y9e1LP;Ja zt0PtMA!nV!4QL5oQuVr1DyA2;^g{f^YSUL zVOCjNW=@+nQ8v{)pI4HOo4;PeYV2xS{)E5+Dw4F8p2fBn*q~^id(u%^0VF*m96gY3+g z9<6Nch)Vt~GzMs(br0@>`5B$fDZ#uw8P}X%!t+OxWkzA5Ga;&UsJlqhLBXn{Rnn!n z!V5dJt0dg`mhQHWG=iq+&3g1D54!mR>0TF{$yAqF(gid;I+OOSyXb^ja^{M9M$(R9 ze27ueQ#+zGu$LWUsuBQls?JeYj@)hv10xwaS|SI~guIvwsqcAC#E2#ECJjyK(X`6Ivx`NM)dzS>*cls?%V0B@ci(BD0=1uoE z-W5kpg24mp!`y?7v(-4Dt|usR4_(qQbN(5|>!0Jh?hoQ>yCgmsDLon+bAVM>@h!bJ zf5_iH>zyNWI%oeDg?*~pk-^dnCXp&L##A{Cxx>y_?d9NqiKzwxby^&)))tF;h^AlT)jjhY}7@fl=i}sv1s$R>TVCzFE9yE4qZt)vs~tWvJovw zKB1O)sr@7dluv2Dk>DA^+c*(a+8{MWQ*D-DJ*iunpwv}yxO`_a$dZmbED76_6sn%ePJvuv}Eev`e&c^uflr|VooCfjQ6Vno8R zV4~FJ-&zpJz1Bw=_I}Vpi9r`qcv2xb`t;Mty6>=R)W?s;&m?)vBUgM#xIU=)O6%v6 zj;e~ZJ9{xiohy7QUYU&v$uf-)akilDS{i&hjHn4i_Q;%103BkEb!g9@B(@zVJgR%1 ztLqhaJTxU~ikBXcb8#_Ly)QdsuP^bRuAv7Oi$c@wkRuYK>K%K~lpFzQnWU68W+(RyL zk1Lf!8cR}b&Cq3)#e3^rj2LIGXNH7Tjhar})Y^!RfFe2wiAx(2Yk$AM) z%ZOSE$3zTZ&i2xzOdN_g+Nls?ygNM%h*#UWKkk}una_=TR?SU&i5*&&OjO5x2KnW* z=QvgRam$hgTgowEf(1|n+=j0|q@Xn=`<`y$sZ-^&* zzpy}6$FO$q@=H@HY;lr%-EU>(?vr_%r#Ke8-Au4_sPjw&tTol2L9UgiBe50cgUa*J z94I4TsBLSwE9rNy@9A5JD}3kv<~?-P8q3XqX;Qou*$2yBw_??_N-b&7_r*wA2Os+c zWx8XOP0f|bpZ5k#vbpf5!S#Y-Y;l+F3Rrrj&Njj?g+BQ6Iv6e1PnRYGrY)Ty7>|KT zk0goz48G`F@w{w;ND>$0?#a7P8X)f35Ar$t5AC{<9!65L^a(S9$zSB+Y3bIVGiB#j zQ+LIn*XsHfxP{rvOcX^ApHGXgjO6OnNQH8bPwObJ0r|OhnZP<66YT9n_pebsnRY<} z?L!95?9A?Uts{0}4~$0S;Dwjv4HGFWZnEDb%++gsB1W)+6qy7o7>8K|V%*f2VGYS+ zf%&cM&66~f>g7%?QXAAaj_hU(Ic>p3-FcaJyDcUx-Hur{Zvy3$M#MwcYl#Zp&GxZS zz1X=iQ{??|f8xqL_Gn+19TiSOZBJg846T7)Z}yNeUF7mvaGiRvE{S1MOfQD#d~D&3 z&4S)o*s=Su^Zs;AUV&HlfyNnZ2e4%Y&MWwG+dT5eu5R%0QWjh-qFF!azB+Ky!gR7m z(Nm#;o>f^>2DWQe@htyH@<2Z+<&@|!zoB-=nrz7@N0M3;`5qxdO6^YnjZ$#DJrnQx z;k=w+LXeW_^sL+Am^pNI;-O+*3ssO@QlMG^sFo%Kc5zn)eiNgdYyG0MsicPCL>cTZ zIn2b*3mW39ObTNoxe(=D9Wd2CEC^5SHQ9Fo5;$ZP>bbfWmzqNWvwKRa_bff>4D@vV zeEgz{9NG_rDx(!eK38Qdr@gk}cd>bC>|<-2H{Cbhk87LhR~yH3|4`t5G1@%F>S!zMo87FkG3vS~+(_&odI?PQ2;SGb z5=O8L=&tUqji~7k7u&Lr)Xc$M14=jKh&lyq)ydJvtgFJY5<|r#vg)MsKNtrI1kGuN zcrVeBVrj(AtB*kz6w(kOI(n2F^2gnJK4F5bD@0;Q3>o?9fB$P6$u*x<7KL3;fMw|gip8jhFd7j(OFK=YV%g#@J#z)^;up4EN^HOD-T za-+xE-uny^QWZMh5C47@j39uA3Um1kN-a!1KNbIeCF-40n@V&--}aW*Cdfm?mEbHm zM)M_1u)vc6a?TGK92>m6$ozIuY@(9?Fr!d%NXKN=;!wkBNH25IJ!IAxE5aiDHD|$xcLnVsI zCAe1!WOwEJ1wP`xIvyjy`Ad%dB`HI};K;U!+S_@P8lpjjlTEY1pGO_!_ia?)hnLYJ zCn|iIBDA)-28YXkzj*rV4&QlwbLa`=8{uF6xKg{e{!1GCSp!V@PjvkVulcM3e*PJ> zE|&O>GD0khtZdrqTbN|CEuSh^Pu$~*!F@*H6)t(4Q~GXK+U1l?V#vy ztM*S@tQ)1o67^al%))PAs~O+f@dsnx<#aUS*eUom6Wo3O=+EKW|Hz{L7rXug6P)^u z1(eNuZ!{Z!21(TL#EY|tdcXUnZ2O-jD*i>P{%%|PFO+iV`e}bfL_N|9D2%dUjdJDu z5610@isC9qd^6W@N#YQus1q`pWXFd;KvmS{De;gSD=C?Ehz0X0TTtC0nsG~7#!9>B zcPpv4WZHdkM52abm@xH7cvC9kipK|G1z}|DHz*A=t(6NV9aC%Zug3Gy#h51qSXy;( ztc^y~UysM%4s*I1hw!kR^@9QC)d2xk?R*^$Q<%LOv43OoYg*H+tFN{tw@w^Ovp4t8 zD)RBOi-UW&WV199x4C8U#$~<0nji+jCmO5uTN|5w#F4=#9gz- z4R%I2AeuH?5Lrt)Q`OP*{|vg2^P*N$!%7%=^kQcuENw;t?NROwGwebX!&sF+1Krh# zGLjgd(z&JI9!|c;oL<^#3MdU%cgBkSM<1Ge%&PT&K3uC4qXy-7DrRWZc??eM=UQB{ zcsH4tKVt6jI=RisHhjSfm0vaWee;W=3z>y22;wFSkExXQ^cz>2Pr*+@5AGXLNj$B0 zBe#7(CR@C?)kv|Us;W&giV|(MEbT@UOeOrrmVBqfeXWG2!}03YEr#?fY6jRdstGR9 z9cSeAK(M3PfqLcZVcC$^&N!K zU!@29dszO@`Drjs<*&HH0o%W z=mE!84D$lE1N7FoC$C+MW#I3KWp*yh-x@}N?R==Ud2YWVw{HPWFfGavth;@L+AkFL z8x6NfRz@&q97y3v=b~OpVWzVQ8tuMw=1kvHRUKgxBsaq^pA*J~R<~=sRYPJ%yBwPL z72;JTdT-`jz5!#gz3$(C=pebjtlVU4(<9J|`0d9|R0^Ja|&t+9t;Bwrojq!{{JK zhHDX-_YU8nB)4on-SbSI2+8`ieB<%HIC|FvHM#aOLoKSE*wNqwnQ#Gj6CZx_lUrjQ#RLV9Pni_q~Cd0B}AW8xo2#^2Uo z32Acew3EA4&Kb{f4BZ3Io9(~f1VDx_+cK#2_%dqtD=^tv;{9jZO5F8gT42u{qc|fm zmAxs?{4`hMf=V30Ee?&Cn_JQceW*_k^dHf1jT8}MCboRtD)3SGZPpnow1&1&~ouE(XV~}Y4nd+wryNh=OH%cqFz)+tLrio00Qhy?Ripajns(BI=Mp`$? zUAU9En{!4o2Umqh&fVBzp* zklpzB(Wd3;9@%G5qg?c^N88HTnc}m^mzZQyE8Ue79Qmp_&Bf5oTf1OjtaURuZ=it*?j1WepHe?`kZJmn>%bp z7Pd7ZZfCcuiIXgOKEvU;KZtiHfto5r!oO1)gG~sn&#xzJ z|BPxSdqhHm@&PhX;Pq^bPc$^6O02Fb%)s$Bf5z?E6yei~L7w}0YTbpj(axTh6;)N6 zs$*#%KMt2~c#gxLuZ*=$X>{}5)g|mkY7`+m@XWYxTpfiU$9Iihn9`V(*b2bZQ@WR) zt(pb#qduuL2glWUw%;?F!GXqUwsRUDZekuA<$J=~_}(C3wvao!y=T{%vq zHHj4_ibP5YQZs<#erPFsA|@`sp?Q(>UTseFo({A!yi$LSDK(vP|0BT`59X)?4}vJ!e*G|nrKlrWZFx!<)9Seb06k-{#`_3G}8X~`N* zIXR73M*6#%kyfkJZEdy&-6@IwZrb=};`rgG1XBHZeg-km9|4IAkeI$n zyC@Ie6cE2?hhV4!;LYr&d~1)`X{Am}NK0(04V8%I}v7tsMj5w`lx@gQu53X61(^D+GB3g34<;PPir>sw>eolJf7xK}FaHX>Ca1_G{(Vp_&wavv#eeK{u#a0%<~QQHe(Mhb;t`(s zcj|tBiuuaFG9`ZkF@8zsf3?d$YhlG-hl)pvJ$q_Q@al9Pu8y@!tcoP{3o7vaDYO|5 zQe%Ch=5T*mS?Cw*Hou<0>oU`ewVre_|5wZ5PocoSz(;?=q*eTkPcC|&S${y=v9=ci zU$@^6ivG5!07Tv|82RoD`sg#ndt#yr-`CuC_KIm~d;r2g@cAV#gJ3b$0B%V&e z${N(FUx);t&%crs$t?{aGL$>N5EcqGzmy@0zy7oQ?|A;#qUD!;0fzM*-1_)C)r(!p z-kl3t9h|Rpe(XevX_@#{i?Y9yVZVFPFL><#SCZ!cT|R460fLspKNXl<4He;91@g7C znXLdxxpA}qTVyQ4Ju#%An5D(cPC zXWOFWgLM7LuBvBES+#3$3Bn+fPuEsZ_M#59Kx2;y@8bv{OND06&i=jq9cq3eozEac z?W}X7#M|(=4|3Nw#<`Yf@kFc3eKf6WJ=_kF_+!_vfOMdHM&Y&@T4t-uZRSROaoQdh z;YiGEMb8YlsYC1|LsmoSI`DZLx72A=W1)I1Jh}}~6ZNG5Zf3WT$do1i2_eApQmEs? zuI9U?Pz@g$T_cF&#*WYpQobWEevV!y&YvRZmJ_w5@uK585->}XJusCx77mr09O?3{ zC2K~?Z&#DDL*Tni(P>#>ewlVckg9xgtYoE3L5msT~BfPgbA|VC1yso&O3>d z8?oHZjvkDa-aR>jLjAL1b>eJW!-c!)e5CakwSbtw$91FlPQD~uhIIsY^h}7vBpj{8 zktyERO!o#J-EF|aAU6t!&?s`Ks?rw?6=W1r%5;ETC__>}gW9jAYHG=^?lopSj*F|F z3SrYSLu+Pg>3eLK=~IR>F8`KbX2?c>PGawNbrnz8T(3ePhL@R)z0scdt!0eDd&j7# zsH9{4iVERUl>|88*%?FMt2<9kHKVsPbIIIPne=U)vt33WkLXWWak^WI4VdPr_gU!O zg<1qX!C zZpnF}>&`4~z|+@!tkDsetVysO(>dmms_Rk$0%^?^b@A#S!eB!S2fmj(i7)PxMovt< z_Fxf$L4q4(@YD0!@?>yt$O-295I#cKyP3zQYI3EVHDZ!eFvhNldGB^ggMoy@G&bdk zo)IGWx#QHxy-fnEhhe!iNr1_%7+3zW@ZTc>ztqSm6xwb6n#@@pNRIHOT!zFoldpL= z?5Dy*Dlcgl4H_y(m!SUDy{<4KjB6it$OJm^%vJWt!Xj^1GD8WtxrGx*+$A2D^M)9{ z7J6o2=P7F6jE!7zVlH3%LdO@KkW$y)pvT`zYR$p$%}jRFF6l_on&?TSt}O?|P`Vkb zU|O7xMBQ*^U7*FF3zo(14#!ERhGP$vTxMN9yGT2=Z1&oz=hAn&oM)af=A;c@Bw;cF z2T(}|Fc(+H7nh{7O87KwyxGLWqJB4#Y^}3BI(m$?-FzZ*y)!X2x~E&_bOYMICcpqu zY^V!gM9Fo|oJQX&lmSus6F%)3jty12L?U&ga06{9wkH^*&_b|i`lfsz8aZ5b%3JcC zWk0yvnND7Xb5bg8jh*xC`rtHajl%dqS(G0mQUvY?x0{-@f&A5iLhn9!-c*&Gd%LuA zQ!`6=C2~2Wq0{2U3hEvb2=R(T6IC5lF2Dw`^p-+-P*Luk(r``{0Qb^Tv9cOsbM@Gd#?>Lx z4&&p4^wU)9!+4}N*N$2SrDlTE*8FMx#}*?+sPns?x*`)Vaun9f2z~~2n&(RdblbxM z`CCz*-lJ6fD5yfA&0yRTF=+jP356k|m;QY_8dQEi1nH144fFXQ;NK8`${>~ZGlD1r zIQBk9EbMp3Wea${OGPwE982kzDpjTqD=OP`&Zj~YH#8jFW1g`+hK6hJG_}^WT1vSw5KXSOL#d|yTD}Mp zHckr(LPc4a3whGh@tYlW&UKB=eB4m$_#&GbSVh%m(7<$}gNjnDZT3--*|24dPCv=u zp!d~&VV-@5^Y^i05{orYa-Hd~DR!=!$`ReU%Oh@nv|U^8bn)=MA=gX8#yZ#OW_!D! zKD8z2XlB^^kh4kl3}u6njXcNW0=}|t@{l~N(!eckrkjz>qr`21tm>KU3ntJQew8#knKp4%IOPV<$A-9)tF$@ zaUe-s3=z`0IDD_zX4g>(XazoS!!rgPiutLHpn-F3@d3h+5N_Oxo95){xQyMzrv^_` zBe*fd0R$eSbNyg%Zt1aW&{=L{uP5Z(N>O=DsU`>qa{~!`<1PEerbf?=Hz;K$5u`{Y zQT2gjuOSp08dXCNvvOAYho6g9!E(0f|bSJ=T?4~D)= zDNfql#p^7RBXpz8rMK`u`P5{h(4+)`HYGoxb$x2AoT$rQ3pm0L;@j$qA}q#kBLO?o z6qJ!^#?ru0eTIFKm47A6|9+%@_kU!+uZ}q3cmHX~c-B008BG=vuyjToOh9okz;b>9 zIZ4QoIJ^6*2EbX_Lgw3ms)0kn;iqc^mlr}8G9bYqBW9tsB%R|=pFw*ZdP{Iupd=Lp z3kcnMaKlUmGDWO48yCNFnL!Zj#SXQLOmg1R1`JbZFW{M}r*{DbX(IdQXT*NA#Toio zfVbp8m9_9iw(^|WTEb^gD-f}pw+5Gjz#KO!`!peg_nUVYfEo=Z9i0~k!EiVQoHm*M zMz)uzc~}gZLupsB?V%#8EfC+f2!MiK0Iq<{A7dIF^~C*k6W$b}>_6`No9EL|haUfU zSIAF2K)n7vBd4_N%}ZZ?8Uy>W!F*Vu+D~+QhqRvao6&NB&H%arv2Wzg$$*Nv8oBy$ zwt1V?YEW~{T4UnZ?|e-(F-QE)kuTaFk^#ieA%hHSDkTYh-Wh}p2|cf5C_8+V=S^Q~^exf&r8k))!W~i~DKuk%r{uSVWw3QY#i$}9W!RF)F zSD};x?Mu; zquedv^^|=OqS4HMV;0qqY&lTzQKrUMy_9V2x#ZEa_;Nw&65^y=L%w@@-fx;eAR28;N56 zUpEN)xA+SyBmM^?68 zI__`z3iMmHVy9@Gqli}E4N0I)n#hL6Pfeo7!eO=(^Tq0;m7(0~P&H0Ibn~tlD81$* zQlw4xcVk7rrWOMB>k2N4r(6-9;l^<=2&1bzq#l|hP{713G2&ouZ=ItCR&NE{O5D17 z?dbld+4v8c^0)E{!yN2XFI^1{n90DE47$FV<@>-YjTBR$kaxGWiLALUYV$yN_#-n7 zk1LQua5lV_nzrh1q`^xK>g(N;ihlPYva?v|cTxt8`wS(#V5ZGJ&(z6Tu?=1#`9ali_YL)UrRl4m zruip+`y(;@r!SM=OZ~e@Jpqbtdi$hiyvRjSF}*=d%U_R{b)&ektc0J{j4?OZCOel?o&AKuX#Rq zvh(%n%8WvQx>`Z3PMvMnnG%6YFh3LV&clI{PHW8@t``Lszg(_?BOxOpu}dK<_zCXU zpHHFN%{{(L{;^&OV;G&!FrtfT5mQ#$f@n~4WbbE|`)O?nykv}{eK^d)SsyJc z)k_D@Oq&bSRQ;-hhTV#eRbxIF#@cw+4_O!TQ%4-qj-_kvc3X5fsNcxUGvvq9jWCVW zm~NTQ@VzrwK>3^DCO!kNn#6#WI^1iCyj{%5TF)}e_8sHY;psVjf zJ{0(j=lpid6hosQQbDDobL#xfu59+~544kiZ>|1;p#FgoSNwU4Rkj9H-}O@oz)n}X zm-;CUz4G6Xoqwc~jLC>dj~tmhLPv`%OQ}@msB8TVp1h~N4`fS`6Fk!YoshxE`V{wk z2^uxaFOXHl7Q-gSn2EMx?<;oCHaa{%|8NIMZ1}dTLqBb6kGNJ5Y`mLDcU{USQuS{( zhM!g`;~(lazu$BIY+>>T6ZHSxS0UVAr=R^&HB#Qb(ipUq^q)K?;Ni-vJot7XQ^i^e zC!>8Hn!8a_nt$&!(U+1ucdQY0(GxQ_^vF|M?9*W!v0<(2wW$M44}Um}5AgcVHQ-B< zs}oC-CC|hf=|@R!N|p+d1UX!GS-HO72IrpFSkD~mpq%u~w~wbN)$5Jw>CCnB-h=O- zyE|QkI&vN`WzTl_�=DS1PtoM~?1a_rzW}@7=n@9AA^KI%gUUj0-;{bsE$pk5OY( zET}cCW4RLKsLBWxivdoZoi^Wk4tygh$^af@51sG>POAdb=6$TcgoM7k2f!U}s0i!^ z9g^`WXz}hUR|kEHA(!`3g37!2QI+$a8ri_DQ91QQlU6f;pn86)mnGuJTQ5Kf8 z=R?&y@ky4R^Ul^K?)t@sC*c}Ft$5{SmD2tC3Jk~!L-zc5RFw0%UTJwCMpVj>OoMIgdk1CWIc!s!K1?os>z3afWUeJQ#2AnNm}*6!;0&GM2|3rO9tP5);Qf=vGj;Jed2fj+1l zDYjl4vm74ZrJZ}c*59d>W@iRV&VRoNlXT71YIC$WMU+Uo*R?6wG^SNVH{w8O;lNoH z1~!Qzv9%*iQ*K$a!V*565CYDv9>(ol$3ejb%z3-+%c(PQ1`jbjTX&}4tnu{U`s9?+wX1pHArFFVx=Wh|X&A;GypA&{u0(N<^9lPxv zY|2b!eEOa=*uq@#<_~MauX~oTP;8kN z71xaAltUwBQaqwT#_|)Z^Yu>l(}X2+ufCvGe1U>lh(CXR22y7KoNgn{pzfkfsiqd47*oRA(tRrrPglKagBpd6!MU|KJ!MozA^Ib(3GzSC*Y*$4Y@uNc22 zlyJ@G5ERph&fBw_&l{pm?i$}Dji6S!ir<o{pDGnBk@iEk)vr%EBK{0)EPqSAyf4VQWd-d^~ z*VwM7VeU4r8yz;w!-SX?Ea^5yD>?V_-yfoFkPR7!afKugP>9C_RwYX%pKwM1}H;Ods z9;6FUfk25@cf6?MLv%Omsb3(k#h}dO648Kp%GmR4f_5y-!D4i-a=^G`x;khRX<#x< zZneGQgmi2>z}_LZxXaT1PzS{{l3JQaon=j#gmH_RwGG zm%X&Gs4C?72&TfOLG|L@5g_^0Z>4%O|LTQesp*+)JP!JGd>CJ1eU;`dNeTvJui_D> z`|_QNK~F8`Pukk*wA023raFond+;!$1i1_lxygeggxAKaWBl$Ieo1+`tJxVwIllJk z^3Y8cW(##Uz0xy_GS>@De&&(3Gr*0=9yXS{5NK)qDJPOC;H3uVOImD}`D?HBott>y zp#Xk~e_TRem(xG1_LrXWacW6yvz;s`cW*aJ!jH?Ei--V<)rp;E?4^ zOW5JWg+D)E2)JqflTcs1s9q=k!L(_MCU1O}%{FfY62zZZeXTO=>~{QgFYC7Ra>;?; zQKyD~SU3we13*Rd{!_doNu4iv#5d4Yv&ychtjF)2k@Jo^b=KsHG7SFU=kGVeJ~KLFviH?PTMeQ zwNM3BK!{RBV{^l@-+8jZ`!S}ZgQiaFf?Jwsnl5%G{ZMz*i&GE2I?yv9-Ftc~Xl}-} zn6ai+ztP@{sJdpf>Qbb`ews5$^|iRADN@NKF%9FRa?HMt8nTBzK$#N2bN97+_+PW= ze~Whbqi;O3zm!rc{3~D~o9X#~BAEyt?j&i(GPRHZ0mbO3j*0c@aomBz5H-~e0rZ=z6>GVT@98Exw6edvdOU7Hb#RO-VZvTd z1lJGGd+**YL6LW7q=~JG{7KO_AE0~;VNlT4GPS5=VSl3)TERNMtL$=R^Y94jql~>s zc19Y>OG}$$&CJ+4sXlx`EF*>MV}UAPrZ@oi73%W61wZ>7!*$oK$*^;;C;pEsI$uAr5#-nrkznmQ&=`Ra?#7x;EZ7PUe0_J# zteyetKoDle*w_)$w(Nd=Q-=z4WBNL!!VmwuM7=+#rLPh%SwHHn%{IRo<2X-_^u$EF zsRq3J{SHl7083UUaBEQSZ)IU#G8EiyMK3|?D_!Qtp5JOn<*IPym{EZkau}lSM5mm#O^b@mD@{ImX|}G z{G+XUx0n*Aq4#Agq8v&$#>FidD4po)A1&_+;F2#dcN#aMoAL(L`Ql1t$ns;|fd^e1 zmc0s&zm7QnV0;6%bYJ36@Y2;wfgRwNM*ZPczl6pw0d4uSXmn;HJ0OJsz>hueP+>Cl zhihPd+Y5gcL}+g8t2vO-;0mqO@jS!B%GT^7iuhs5%NC}Y`3JsvZ1(SlWV`|(YGFstud^m{S~CB)T(n5vlx4o^GU7gyHKp>I}fJsa#uR=Jru?D zFyEdh?|!+THB^GgSd`z8U9N;WWi~zScj2D)qwSYtoRmso;p-O;JWnxck<4Ua=o`Br z*hNDmqn_6%mZuSz=vwf`e?#gfl^da#n?r08_9iRBki5(MmMMk$RbA)wpnTj`v_nvw z=>RlHO8<5l^EIKM{YT#Le&+OVq@KhY;kpH@@)&)(;fGFeXyFrjgkf)B z<%Jn&$9cC!DuSD^bg?st`qmS}v}H9`4@E1OxFSgb_RXu>V4f;2z4%_n*W{M*Ih1Pa2}%xK`Za3WQVovv2gfY*%!6C@a!A1@mQu@VcN9JK9NCno3I*cPK2e{O_x=d zZmFQjd8C(@?({Jm;WI75 zJ`*Q?4qbD>3&d80+>6KDR|XSs9IdVAw{3?akN zVLMES-B966+L$d8Yq%APub|7g@uOs%f0YRJ50B-qBGoT0ApgMtn=SuM(1M>;(o{f@ zZ}fM4Dv|#+G8PFyXE{yi`}(RpP4;Zneg5dy>gpHK*tAIzulGT?&Wtun6%KdNPIjIl z1%WGl<09_}<;7};3oqJfTifCJ($ltT*oUepR>~x6V`OuM61L2I*cH!-^0Vx-?oMQg zM_E>$Hd$M3hzt#XiSdflItJHaFxGJ{)j(z$C$(z70%fbz5YE58l&ir^T~O{dEls8B zU`9Jv>s)w$AW0s!+RzlR;tQ`b)kWntq7E5PEKl2U-F(i?dQ-InY(+jQ1n_@?52_uCRa4|kw_V~Pu0JS$9Ajh7 ze{(;rV?4y~!4o-9f^p?iSTmj;Tn~m z2nA*}$CYHq4<(LT`?-tXwza z5J%ii(QQ$|k7Zl;k{xUyfZ%;R3%MsC=nM(k5=hifI0F{911Cn6s^&gE@8NH# zymoR2w0<_+P)9(^(OXes{4jqtP(*W5x!E*)N2RW?X2L(_mPx`2q}>uvLOfztEjnWy z!e)8mnfRJJ=23;9Vk{8xZW8X_x!r70dYHx5m^Vtrq0XR8Wpe;^BIYU`a~xAGMb4M# zs-sT7DFlye(`uT(HUKv{+H79ZZE>gTE6Dmu5KzJD3pC2%Mk;CS_f6R9r*pUjO_hQ5 znC4?g8qJMSFt4Ka3>un2aP$b+Y1%qM@4dDu1{g%f3WDRoFMg7!jpWH{LftczRg`u6 zj9w-=$2->#8%v8W#+}mZ$RkBxM&J3Ry?ES7Q$Cv#pXotHFS#-Hp(Z!QE!K56)!5h+ zrUy(1)~yAIwu59tJ+iNmTO@Dn{T*s2RQ`(sm&4`@_hM@PpM7hHI{4mrH4_`c-fCil@?EADqqxDz<-q4i83J>AX4oe>wcaza zoNk&3^WF(n#8yqEbxgr1mTAF@$M17*tN4Wo5tI5XXNHSY@35ytOc^PtSB;>h+3YDG zSY;o*TdNe#eC}d`j>FkeM|QW=gjJK@9J{dgQ*AS2qEW^w)99jK1kAMCB%37C?a|nQ zwe0S#!7jyDC>Hy3shU(b`b|2@m-F~-`e6HJyLhS?wJ>k1o|&|5(~381ywX5g+9c0c zkkq2#>2cSY#c~|2^5+SNa)hrHge-5i_~S?0+t)#xPv()@LqA(BVK0@in%9am8;i6Z zP68yxdAA8~5y5N*M6709u6O>;n`3!3}G)~ZPFy^GX#_BZ`BCk-g1=cSV4_2zY z_O|^VAEx8{gGc#(ngPXCFUxyXLgby)9g2;fjxF?y2%7L)oXEqNQfILfu)uujVAZA+ z$J!QkR&IWb01m#K@h|oyC4D>*3MV;(fy9kvFAVxXX2C6}dCq2=iaB=$*49eSWL!ct z7X{6vDz_S`q=YF*LPCfIULgk2@!%cZxWH%;oy8O7djkY#F}$;Kqe=x7(FO1J<7iiT zxBzVXfTqNvVw!HZ52jd7Q^sD;5g4a6?fdgGMIM`36%U!K<06dWzB4LTaA7+PCCgExt(NaE|zJ#>a1s?7T$?t-ndRCL387z-DacP(bCh!y(gA(58nsQZ-G zcshW3NBzakhb%x6ugvRGF`HRyw^^3>j-sfQ#jaK_0Ut^`=4U5>J_K3PwEdM^4E{|T z>b0N#|Nkc?Ra!+17u7Sk#N8}LC)-7D^ed=a{mk+!$U}w%;K0A=0TRUHYL1qHlv3^@ zBbTMT3pSTJK&&*YW|XOBcjzk!k9$V&z(4P7AIO@QIFh_Egd%8VL|xg2PcE69xpDgw z#;o#^YjG^adSh`4tR&@PLkQE3ctViy0xM7V>e9?x)?hn%wkXCmg8h* zxIqTY%6^#ksfA#rhEHvx^(}&gMl0~SW@?}0TrOJ{xc*T6c=anNAbu+=kr!Q4FLKc? z)v+lnQ$f@)yycf2D&gn_^axG`hA!;Cg67iC$bN1a=$Aip1(^S@tUCb?xDNV5HC{(i zeeCgjgWgwu0QKoU*MRO%)nEha1Lw&QK&I1WyYB-1XY*gDRv@>UW~a=g(YW|r6DV2{ zGp?ea@#Rr)Yr6%^R@#mN3r-dJhvB7uDhA2Z=xJwlX&L5W&+%Z5&W>gTYI7@>hM(!# z{sBgW$;`F$WPQ6#h;m$p;Z#S7&vG)t!)e!fBAP`|%>5XhlA5cmnSjKp{;6JJFkyf| zZIC(@rZKoZR{7}BVFn`77}76JR}KlSrJW=^+X!|EG{ z`qiDi_G=S@0J#Q03H%4734UOf=YO=WEJ~Ms-Sb007RjIg$3S7=;&^2Ey&>I(ZN+aA z7=WsNk z+T&!-bR*Qyv?~<(%Je@qdT32pNn1d!L)Bo!&q@+kwyHe!!^A&_g_}>dCS$BljkNd+ zW+&m@P%(H>8ih$TSsx1AbAr%p)`kz=y1?2u5+4)qf2?o3_SzD)rSou0Btmk0{uXv? zuGdek`x`6;a8f_&e_i3TxIpYVJVu?=dg`ZzGG=z@`RtzkeMP=nYw#fQI^tK*T3G3+ zWba{m5XnT%X~n_DamhxL3&oeKo%c44B^Zz!YnG2((9h8fCJZEg_0+Y~PuKbu+a9S; z&#yw?H+_^}wevp_LcYnuTs=PDv{U|x6(MN+L~NYVn4$dc$rJIs<~Emd&a9shlA!%d zAG}?xl$kgJy-2lQ(P4A-*Y%Oae&*`t7U*mdmHz|oe-qwRbjhZ|0MA@<>AdN)o}^Tr zJL-FjX3#~0)@BN?UOWGKz%vg3G$oxgg zdijiK3)S&1`zw@0!CMQFeOA5%bS{)~c4`)-#xg`6?6z}mO%^i3$>4UY)N%Uu8nKCa zSAmD-=%*ZI8LB4Z+S@P2|DwIDvj&~Y(icT8NkdLIwJb(; z0v}KLZ#wduy{3-JK{UE9(xxoX-ARKU#BwLO`lcmLZtT6hRMq7nq}96}V)u)*Zh`!8 zweay*^GE}gnmeK0NB&-m0Z-g5i zBbl|F&pB+d?)P0?NBXKMm5>SAl2l-lf-W1MTnnhV#)_|UQ>j)~Z~al+3m z$l0RHiA|1D9YOG3divCa!D!gpsPncVspV)^i=;b-zy`8RH(b>4)s=YoWQB@=myf_Z zeV+T}o~#4ivIdTx^po?K-!&LnOl?Q2MSEX@S_kO;QH{=)JJ z;|*|Sc`?>fQFJjr=;1M5(9RguiPJQx`M|2hkE<{AOqDYA=Pv$$o?964);YkUUy_Vs z34uJx4?qzNC!$JEqYwUguZk?9eh}FyWkSGn>XbSKV*Bb&@YxqhciKKA39Lovf8wIx zUp2V@kIf>8^?z)#V|cZlP2NI?@;l?h!v6;2!{2gUDrtI>hASw}@l$OqUE^61UZZ5b zKvRXkcw=vJag+3@XIA|f!^-7k2UwWoVcbnM)7Umo=oLBSiXdvqT$BZJ6r01w_`cK} z30o4J++D6YLXV$Q4%@xy#4UmF&T7*Ng1t1t$Wb`5BitT!dJI0R1E{^~m)w6!3%v6~ z((I>&zA&p967@I_Be(pBXzvgK%H7PvEiHwQ#h9lM(KS;tplt06NLGPKiL zH4Dkk=pTPh$dOG<2nyt_I_)uK6QK;-dfd5opj^p3)TdUJmd#lp#x>E1X-r>qZFRJ? z{VCcCn#wTpkq}LMLxDlOZdo7J(-FBFZ`t5rxPmQ@eDAN=Ce3IL>17xvg*&h&xz9is zY)7QEC7YOtJwaP$L-0OxiI^u(11w`Hrc`SB=gK|xpC(k2EuzaEliZXwYM(Ltyfo^{ zZco{kysc$lynlXv0fQ+XSZ-(VbIy_5T35HCe}toKi?g@juU-9; z3nw&W?LGbTiWM4A60o@1~?o97sH4uRNad@M457z58j!6aI??}F%yS**??gqm+1 zoHK%|=|}P^1533zv_BL8K}J&L$!Y^z?4dscc}{K=AbqiH7>16d8uo5vzWb1mOs-iq z#~zgj{|&&!hNs>TmF_)XG-zCOw3q4Ju8UVH1|{=XjpLEsxbYEd`jvgmknoJZQt>9@ zvVC@fFwJ_1g4`FZ0G@*`Jve2+CI3VN@yD9X4auMM+I$H1flSJw=U+hyP*EPhpMjrU zDP7AJ#!3aXJ~-=qbPrN7LM-5uwp09;B47Cg!dY)D)#HvtJ zR`|qQiL?66!ay2hdi9urbRu(()zcoOC8;2h;Nlp!)Ef=V$kBKf%gqeX%(sQ%HXil- zg#L5zq$B}xRs2t(y+f*%@p%h*X~`#5VhmHAm|wDjC(Ghn<0cZ#J^H9_zhc|lY)Meh zEQFN~o3RtQ#YG2DgcC(8)a=#Fv|8#8!}xVaRmV9yd)o;%lHdD}d9^UTIr<9PUzU-k zA_|7a8ZEraeDpfb9*rGNI$w6QdTh^$;k2^N)-K&-sAfeyDa#;3d1z=e0yLc^!q>19T^ zT#0qbJDX&e2UxUlBV*=%pi zPUS7zJefdc&x=_~Fw;BbiIO&X1`W;H8?WwHYJ}A_7fGqv&32<0oJjaFL~54N4uglI zt9VCD<@!1Un7Ox5ADJB8rS7W996yuqqc$=gVbBT(lM_iYb<&Mh<_H6#4YYw73>yzP z@BAJ3|GYGL`S}kHr{do;B&CNT<^$+bO5uMmoASSM4C4>!iM#>C`2F=G7mADxa#SfX zJ2ct|E2%yzvzMoGHD`yu7pE9nAw5z~SyLAdz>aPwAFcslb)OU1fnMDR66NPV$aXp2 z#5_MB`+hq5HNJ+L9SVSKcYlHT!WFV4aspYG{|efje0sVj_5F0p!253x*0~^xCrHs; z7ai$j4qV2%PU|Q1i^?a?Ntb2)sMc2H>BnkV8TO#nd1mWrwHkQ8YSZNLaJY}}6@}+) zz0=F6{?SkZ17K!|+jg1KaDAL~Rq3EB%OSgt$9(a8`ip-uU8C) zMuCgkrAqa~;RJ+V)|3kn4T)@PRWrf{q3e4xCJ>~Oo|Fi4FH38gQa4o4SuC9(CnWER zzJeCc_@_n1R2hAvA=#%6=e*bb7p6pUY3exNRiRJkz1(s*>5tzESYc8}zV{|w4S5|- zkMRC@*G7iWwH6J8+J_~6)^I+{KMmAR{U`Iq-it@(*G%F!)++WOf{A)kyrsE?l|f>P z%)&9qm=>ICz(tuq#P}hHs<#e7!xK?BN++ll_INyNi)jnAVm~DDeF%RV@j#QLahSge zV>|3!68J??{tJ@#(l$b!!LFi4xVjz~yoW+VMVqKAY`L!C_jA+HAq+MlMb5JM?%9MC z&{88pjJb^fNcvTVSj;J^GO5SM@7?P}L&W0&H?^A%Srj2{h_AQFDZa`#e}1qSpP*M> z60Dg$`EpPOg5%$=iWL@V)Kij`W&FwTwE!5Kby*eja7xg*zV~sa0{9BjFN}|{>ae1_Kqw_gY$#Z zy=P!E+^9W*Vu0DG+qPyiU+}V;q*|%?Q;UxNi!O%qI9?zom^_VVzFX1RytQP^wCi`O zz&S(xuwj(39#3RSC`vS)PJJqMK92+X#*h3Rk5nyU5a=9O7{8+6gnMYKb!>ZV#>F%1 z?5FIfr1Eh}&I42dk6}vUTIy8f_XNcIO0By^HVHk9)@R)iC~5x8BXLz(zeesq zT909b?-yeQ|sc&qn)XfZIVI!pZ)ZNEv5U|nn{Aj-UMO9QmL&5?KFdC%rQc6`pbpJ8}>^W zEfZ(-u4-Qd#rqk_*4Ca-ZMSB2zYlEJzWyk*Xg=V>9PwyH{8feC6WQh4zU!F^<$7}- zcQE=1jb5eg%V445?Jkf^B}$fA*wSb@=Y3IMzRzoxrC3GQK_nCn=3@eM&Q(8!#-E(+ zM$tbw&{xka)EHN~@;|3^&`%WUISNb{S^&vPU<5%EcX{#COV9p0;XdoBiG_&`)j<-o z(nmE`tUN+ZLRSa5tIV6TA|q402hm7mMm!GFfmK8jh4~T9k~3$yThCz;#y9Nx_<#|k zKWyTwQ$LA%ghr;p>lT-epWd5ye$_0jO-1#1n>p`T`76jQ$LxN<)F2EtDfqaeY9XgK zclgaMye^()Sw=*CqQXj}Hl!ic0@NldNm(g@zU zW3_-lI(D|9AnNcg56vMM?RHPt113_EIg)u~@i0|G6GvZ&#w%2Ci+_z-dsh5QQ!{1m z%L0G6vhWPyp-FeQ$qr9G8u;-A5Gtc7Q*&A^%xNEj$C(z{y|s^dmi_SKisi>%>LE!L zhlRc+K0K;NVV}cu!Rh@TH_(4L6+T+D{sC~C1>|=>*LV_E1HHYuKDkn-hmxVIa(#jV z&dA1$vqHrVHRWlgouOiW6Kx9??m*2I7|)Kq-KElbaE90O3`*7WNLN89L_(|7S%o-Ow+@4P&G%a#{KOdHQzxqCDVy>eg?5kx~n z)6edyw{YdlL`UbHJ-pDCb>9IW(U77fHRM!C`J#!le&M7z|MNu{29(VpcE4)>oSToe zvuo7wDtE$2{O9=1wO@HDCQtB9x0?R|;&MELdA>z<%2;!@<$H02L5=R}yEX{i8Pz>KotFB3 zoI;uG`qRrF%UL1%(~A^1R7^d=x}S|s5QNt$oM|9mF7`G8R^UD3XD%V_0Ai2Y+C)D} zT5W(`XhjAL(m8&huM3n}fkfYb=Z~@I5XmGeLz`)n%2;uZ89(n3L#}IaUF^qVlbw4>XMAYy4ve)(M7cdiNzKx$%H<3CDus`LX=Ldd<4R%%KR%)-sDpc@jGO&1*bc8~N{{jfGu586%g?{@X)^Am1Y zcLKMW97Mov=1qdj=A|aNlIb68G5TrMV{`1t+D8>%T8;WUUzzMR%*%?CFU>1kBzZ&q zvYf!nMoJGM=C0xldN>9|9mG1ZPYAqArp{1OV>acI#x3EE9rJF!F)c}7{C&*OouZ~L zZ25sL_IKv3)@>wx8+P=4vxmP}2P;AAR3;h-*6%5~-BEh~ng<)t`L*2aHdk5Z@R9N$ z$s6Db?0uAQS_siBqqo+3UP0<00SP!xJ-Cu9ie4<@)Rn6?au5h{U}bcokn=ZoOd<+m zgBQ@c8)OGuRLEA}9bn`Xpw_@s)_YQ#-yio`_=W(ZHo`-vUI}Z?FK`K0lsV0ihuxaD z5-d#c&a#S&-1w#Ss6{PFh%6G%uf{M^U}Q&F(VG_2jg{hjZlM$qB^SA zvqKlTw%ua(0DVr-)D)&M~Zv!>}@!oB#*p}O=0%E(?uYK^fbv?G8` z71pn?#%&1xkg%gnU-_h2vcaMiKEM-d+uR^nAN7*1VQ|^Z$~63QtNE}G-Sfv&=V5Z1 zn|?M4ce^i#`Uk#pHD3%GKk3;Aw^+5SqqLf!>dltGc2rd;@!sCzcJMQ0-_L;}H{ujG zr6y9Yj5=p9GHP1sLvA$}93$$ozXLrRwn3Ud+2+Apx*BLiKiv06otb*S#x&6tRt@(7 z{kt9`1s>zkWcB2({tBw)t~40nH@N_4?tuSJP!r((Y|p=qEdPO~l@a{cRKne&YOZiO z6`t*ZerHh0AgL&0by+!+lu(EKNPLIZuDSRN2iY36H`trX&e;9NjG_*6$Uanzx^mZE z%Eze(&Er0hoDbvBOy_G&xEK28?okF53>HJw9}Me1g$_gXO|`)(Fc@m9ZoV+mnCeHw zyQRkFwhYxzs<)ZF3~Bc3Gl#`Ykm_|}sP9Cgl*&mxIXixfI)=UO16t#{GW4vg$gKm* zua(?(DWVw$)|ksKPIxKd!OB=ZCf%J6O-R<8#07cmCE;Ix4@o})ed`fSYQXZfg%jpG z%XWUn_R;0T2MI+BvW^unPmRvnQI?ifRe@MD#>q&13$tsmI6Z0MN5=X2k|Obmv#ump zg5$=O^T|IJ`g(X!e}uE2IxWf%`iDxtsR&KjB|YzOWVyI@-Xnc}86tt`eW~E>`j3G8 z&*I)0nNqx?s#U&kar5StuCR!A*I}B}ooAZdz#6)Bj1|_+>~W_37e)bhcG3yW zxlx5R^eRrgSPaM{%GN`x3o*z5Y zw0At>mG)xWJ!7Q#FrfVk6EEjTSP;qgf zh3dU7W;E|-b3eylVNS_dfon+8j`Jdok~dpPbYU|hu&oc;!7#xEr+uqW>U9x=B~66 zK(MCtKvBbURVH9`X0cYzFFCYzxh+5s&gO~;8C|-qa^JRsw~wLylrn>6aC+QZO9|VW zkg|otB5EPNDXPO>Cp|N_Dg_&ALh4CPBtZ&0J^ zFLHVCx^oGo39wvMLXoPO1?^=*nDNF z%oyUr()kK#?aHxFO>+C^#Hatj`2B?Ze>D32H<#{nJ;@aWdUfr0Y4WT;sFh{HYyUTh zGvM~pWTw8|&3u3Gq-h&bUo!c)w=<_hGx**YZGze<@wt8lkCk${N&gICZ3k3gnVr`o zZX0)<9x7IoY;{JwGj#L~oal(DXY(r{SV1;ZVW}j_DofsW*6r0|UHgc3z-X2B6@<*V zFyS=m{B)-Ko|W;AnT z-`?f=T;}SYHXlb7%UMnxZT&``CJkuDk-I9yABFVEZBq%fAtSVEXB@Z4$cO9E8e_Qa zVubmIy4BXMcG}-W_cT3eim<};&9i!#caH!?NoBMdqu>oHQ%40XcSI5NkT4uSrk_?1 zlPM0q*Ra^>!K!R|NmvYZ*s!n>U56}*$LH8AUQ-7fj43G|T-~<}h=Iss5aq-^9Lne= zwC41jS>fwRGjb`Kp1}dL!iL)A+rrb0gX@gc+ExU}<0JJM254$2-DYraZ=&)B1&Et_ zB{W*UmxK=wM1nl1MveZ&bV5Enq&++EBL7$vJGui6HTFWokA~?0ceaE>=0Q#7>as4W zS8kpoJ4gx1`taG)F_P7HaOJT+E?xw*xZ903vQn>rof+sVwsEV%A4_@}AQ>Km&f}lQ zc?!n}n_E0$Xcp&)dfG?RHwlbv=%qqiqpC$xGB4@GrIkGr9s6&|k2+EN<35mNrRt73+lld$Jz%!$!F zv*dE9F#eEY^tqa37$}p_VmZnQNW>fR$*U9@B`Gn8G8uVY6s6bzlZKxPk@LwQutan5 zjtd(Ba6~k$zH&j;YlX$Za6(uVHeXQ@IfEvilVbNuptJM=VaV`uGb6_5ZM-R;`Re{k zN;?~EO>!J9l!>w1J1o1y46YHJZUkh9i&fWsKxxJ%0$Jg65>GnDB5_u`)WdmdZy#9A zquE%_VKjc3+6wNRQj}@$(;oJm&zB;0_E_%ceQTSfr~Lg7dYTzVNF6*tF>w-% z&ORVuJD2iEI11J7?7DEmC!4+U<6xc4wJ^?#H2q3~>7+gJ=|QPxX) zLJ?BNp$`1b@I@{Nph!kCZ@?G_fU@gDGMygymppk#qKtMn&`9yePV>x1B%5!CMK6U z-gd=y6Qza^{=K_tQ_d5r>##Ev#mH3cg{idIwsOCxT(KNdG)vmG*i8l>-Ia`?6I6{K z{R_H87CgB&+m$WlWa|Y|j>nwXEp66aNr@j7Z zXV|rGpZ^0=4GPS&>-bLEMd&^QG(;r>8l|NQlx`@(*GQPv6iw;uazlK0%wg5Is7KxP zqn@$p;6@_@81JG`*!_n=H(I9SEc#e-Wo-fZ6#V>@nm1?;*%jI8ZzRJVOub2heYk8e zADSb>aVTU-@q3zC*eY+Ff{OyBZY_2kIjgd*ESa{qb>fR7bP36`HVQ&!5IZSlx9SBc zr_RGSHfApl#4@^iU$kN6I*H`oG6m(%{(Vom%7aMoZh{Lhxa+d+x&OX?`l94!nSl>k zPWx47|5Lt8w796ML0(W;@#sD|IO7hJwL$kL@z+veTGQpGL_N#mE@)nTdVX%QotcqM z;dI5+ka~ZqLI2}xDGfHAb$|R#+QWK&g}#_HHZ5(O@TiU z^Vhe(d(N-ya5IK5grg%g^z@q>ssClS|5p4&9X#WjsN*ZzAgD4%UXmwEs^vRSJO>z= zYM=ni;CHVV;|Klq_5T+(A-pDgE#_K)xWR7>KKs*Yghf0Bkq8Eg|GU7L#xl~qg9 z7NKY!A=y{&3M>#_sfm^AVbZq$n{P0m>nJ4UIE6^aoqahaiOW9jv3&5?DK)Ww+2t=V zT)NF)VE9)BL$U6eiwE;sh<)CY47jexcwCTWS-ALhY9=GPl;o8>DL-?j{Pp>Fox#8C z@RuF_!oXh`_zMGnVc;(e{MRv{K)a17Q`vKdnxVeD`++8jb}a}b)Zv4y#&%zo)2s%= zWj@9rUeRUGK#p&gH@w4hs6LLetjN>lNZc5+!(W}?mERmOSMk8}On`3PMeAX4sHD#| zs&_^13T_pBp(?r2)7gFcy3A*fM>nRZ3EFp?CSB*!MZoIE)R=Qa0_x{j#S+r;UJ7Pe zO3Eut;rCT2R8=>2hzS=C{7Sgo%PPQQX-CCQT0`^?`Fq3pU0bYgP2QTWqTiG|6B0b5 zCb;Fd^I&c6Vx)J}rB%0|d+lEQ39X(;`~2O|Bl&}sxh6FlcZbMSPekt*w3Qy=&*Tcw z@#8(LF&b>SF9hRpfQ`Bx1Sg0JCNiAOc!AtoHU3=PGpY*m+jqCkOfuSUC`pyM-jPE` z(%Nx>8XUbk@|7zORUUi{p%fN8p$X68l3VM=)wKcgO|vR%`1(wYIHoX~4H?-v*=1uS zG)CBOp+`zuQqgg5206z;vyMC;ZhD;r6eg?Ky;(EoFs_m+iA&BW=q-wowzqonv~(5V zHa$`otAemYH85iD4a&)zrhg8*f!r`yzYm4Mh0`0L0 zfqYToh_5s0bMP6r=F~?ObF=S{PrQBBJ_=)K z#0pQEEEoO>qrA0xhNRii5cfN*;(KsMK3VOgCY32?YmS5$ENV{;AF}%N z?(+;`2Zj&{`@_|TZDZbq?kRqnX-=m-Eig=aPHu^Q!+kJG<;Svs*@=s_;F!Sl{DWNG znXvT%;6chv+|D8-(r@PtNiU`b94=Cv0ryRPoa*SD)d5J#D-zBjVt0_&Ps8ai+E|pE5K? zw=BCnFMxwNX_7PbA{$)+;c!k?mvVpf9%b~_#Cdi0wt{p`vD21{{<9XZ;kDIGh2-s9 z*;xkV@71t+43U_IZXx=%msuldt5<>~g`08X4UE~`b>-3wN^m+uCiRD;#>et&ZM#gJ zkP{CW!))f_?<#&G8Nw+d%kTL7Y_t)U%X~LMYmPWZGived=0SzY!=tRO6-pt3L$pdJ ztq);sF<~uu7Ts0CTfKE--P_d1@BR%mQf9;IBMVbQo4D`;1;mv0A!eGyhDvn8)Z<1? z7VCZkRSy9+(&q+4Y;yB9w3J2~3GV6RD7Vk}&EgPybCR~df_$}vP@JM{&pet@?OY=$ z*md=mm*tCWd;4Y&s*vsw2RLA*1*5;hY{72MBi&_Sff^zdCJZ`)6ONqad}aHS+~u)R zUAvCT zdgD~eBoh*&HCs}xt4Ak+rZjy07)c? z{ZtXE+<5>IdNo$j&M!97WJ(*g#PK{~!T@KYq%6e%Uc7(CyS7UcjU<1GT}cAq)L_A= z_#L5xQE&PesVgb19VOC^yrc%zb`CxZ;bQS7Q91a8zu)y1HX^ zs2%;Qp4Dzl#2bHrBK=l>+C+oymlK5p@iM4^noab1I*GZRgY~h)bF40Li}>f@Kb+Wf&R&b`j9SK$yl#$+@O8uN?UTa|@!P~%7Dsj4o+uHU8G7pmyP zr`{HlxRKd1a!kTFS(CpZq8fsyg45#-(l=sm#U2*Vilm1lr zHNN<`odc%HWH;-{oo0OO{ypEZNJsh{Uqo;uQh`!8D4fxvKb^Nm;-c6J2r+>FiqDdN zF*689WM3)IHjoifAShQ1c}8ECak77qaYmZzQuj3RN#v4Kx?#YD&P3$6g&&aY!}j_2 zw(~vAAw9_TbxPN5JC&=bUvyfpc<(poH^=zkok6*v*VtR_rkb}OgWS&3bq z8c$K`5o5P@S$rX<-peCyQivnmg*hb+7@hfl7<0d8qZ=1XtIYbF^?16>SLeh-3x9F%I;tPjs;g3&hA>GSdx)6m z?+z1Je*Nz^Of|8Iq|f2G;<|CZ%bJx!Qx+Wi~`?)>&};YpZhB#`QqLH11| z;=kjM;*Sg`^(;*8)v>J$IjM1JLO@%@VJ}UNju&7Fy8i92ED+_4cdN!@!?``nz&k>* z)tx~f*NOKHY`anaC_*YiXsa5U$#X4guvaM=K5ao-zy(zuYg|Rl#)7)BA&;sz-;Ts0 zT!)k-bX9u7Gx*@C7ob)A6@&q#muecAsZ?q{#lOQAsG4)FnbXW?BG2cH8>(t+qgps% zI1vukhnvPVQQ1i!_ItCRS4^I6`c0(rZ&EEOmTR_WFz3!Xm9u_mi)8+mTuGKxDh8+C zZ){Zx-H%nxF^N;U)|=LMR%A-=hMvB;{U%7)p3^Bo2zaJK9H%(b5sf(e7x6R0P_1HEO=Uj~70o;?=F0{W zq!oJLa`f<8yn$Z+5Wy^CV+u~2;Ip0t`boyD!m{18(d$kmf8vP-Q#3pk}|Qo+t+qy=cNW`DQER|uEXxh&NH!M&AA2HB_IovfP`7#G8t9WN1_=jF-;#T+>tkV zW@yxK&GU=7Q1f7!sPDRiVt?^W+SDg~Na{0~kd`a=D9O&in1e1w4GWw}*+Gu#UH_)g ztsya&qr(t5%hmHmPZUXKq?zh0GPqvpSp?FM8&OPAglR(c*IVwH1^4U16NrSAikYZY z^e%2!H70>mMx8t=Kex{NcQk5o)2`HNy4qXF&sGiXZK5tSMFk|@>`*SUxE?(A_LRXp zx~VTj$t-x+;`1r64UXT8;4ai;u171}Nwf>bY~w??gJBBfpE{PzbhB_coGO^`cyG`U z7P+ODMX|hAuL3k-1&xI>Dcd;sobn(p_wuY3YupTtwH{i21ra(1y>rjprH?(k?qG$r zsrq6l>H;>4r_(OdpU{`kdsZ6ZRQkS~GQlO9^zF6xX01z6x2*PY4^fmG7sthLX*Uq7 z1@6#^gIYI)K~9jso=UJ?j>HTr6AA4~cm$nF(=F5OH3IUzR+D;+(AjnQlSAHZ2JCnK zp81*>8L!>i!PQs+HS{>3y{v%AS;Pv<(vm3F#2{l~;#Y0;{ivUEbp{WWdMg$5Q&yth zD!;|?FDhsx8uN}KC#EbjMQ95;(+v(tD+Bm`Y?NKza^R&Xby63q>aTOao()%xB|Z6k zy~%Y))QT8{EKLSCu=1cBCZrj;L8O>Mk+D##KwanRutbbsmdh~T%!4u`<4q*)wxi@Id)lwvxrx2r?n3iQ2#)uGySp08%jT!R$3VF5SJp7&(8Q;& z${)z6y}KQ?Lh!MnTIV1bLpW$D1Z4~13oRIik6m50J(!&-=;V}^JTg{)x3lok)SD;! z6f<7f;%33a`?=ZQE%C!t*b$H!YNjq~92Oia)hB}CxTQ}7t+X}f1B54={Va}U?IYgK zRS$u|B?DG>xh0v}A&cMwjGcP=SJ~NcArle_O{`tbf9mPyTg0|c#c`;^<8K^V?~J@O zCae;^79(O&)=KC}T~=`WQ@8m0d|SHOSgHV49vS+I{_wi~6jqX=yw=_WTa z;X$(IN0Lg*lLTHO5r^d@ne)Z<79`-8=9DOG?=|eLuEU)FKy1%JJs`vk<38MQr7K28 z7&hPo@1~Ziulw4rZ!ppMXSunO2Y)&aR2f)>;!keM^gW%odr@u{)PU{}tzyC(xA?T~ z6aVKCg1aMer(64VHh;3gQ24q7?xZXo+p+vko4FP*rY&KJU}u26y(QDb z5AzBfsYTAb&mRy^x5}I{P=Fw~V^)x#erUbnaXX97l&+a%TJH69G?^vzNmtjw!Jrd4 zl66FIfn8S0>o?jWA6c+(I^3DKbn~A=m#=8wV&Al7X@BlM0^a{?@2bP1+_pYQiGT>5u1R3@RuYsh5ekK!h^UKm6N*$ByR5ZECyf5z~isinrpQ&t!KBN+oxRc(;EpDSqc zw^_ZEVjmc-W<4_yuLy}2bH;V#wb#c7$BGv|rz7VlL2#-q4X1gVlUp@Xzatn_C!OOB z?Lg!b0;NwCFNm=lz4oz(>$W-{ojv{Vq!zERYW33uF}z&sHPv?&Zz%GYO>J}F`>$5v zFE!8QfArl(HhNMs%iX2CKMG*AF}|3*80Nv%HO2Kv@NzXddkp1V8^qjqW$Ib>5ZCa+ zU!&Kpc?Y^{PFdZ4o%nZ4cMg-@P@+_>u!j%Vz_x(H2ECG=GJbMW(a+u%QLx&L z+HwXvY9RG76mr%KbA#?VfUc3LxBxz=w0Dz7@C8GZGcuSIp#L^$T-C&;Rpe`?a7kf z&SJyqUR=)`i=!&1V21~DSYqg0xz$NU5*XPJcjq+_eJI%IgUQ)pW)+(IRXuuOc{hyl zSw~-J+hWL)B=U8rNbOB2EApt0`1l^&Yj z!Kp0{#>~THjVR#Lwf#s5Ta)HrSD0~q$jftt%^?m@0o-3~&z^}LN7%Ho=cAlC4UDd^ zL0feLD9^bil}}SJsXtyMs&hQ?<&3_wOj2=*{Ts~e8dK1Vd=}%%ghTNgL}W#87>MXY zEm*7{*Od6LO&)#ZU=A<4K9O!j?g4R`N-u{lh0l{I$Xo1=Y~bob8$cvJH`49)K1iRG zFGMJcO0uh%cRA(4kFG?CAw!TzS7eO>5Jg9Xsh|?pXe)5tXD~btKJ6AH)!9~7%hi=$ ztk-GGjofdSsu?8;J$Kp6tbCitLlCisD+h8{f*MY|L9KWuxq&oe@Fwi0KvZrbRb54l z(oTX;LL8I=n>mQUS?aN{;-Gh3SeC6|kjs2kS>PPOG+s6t$({D_Fbfhg$pMuRbC$cf zd7LsfR0zS+!N36FXE?f8-nG3YTWD+S>l#j8P+T48gwAg>jcv3>zJX{R{#-^r+WC1dXs5FWetoeaq5B?VJRV#$*-C{?0%ay90G@wD#)w1vk1(cXHgiJ z?*T@DEae?^kGwe>R77qpaD5Qbt&Ue7um+VP_nVeWLJrFO7t>-zI?-aNXz?3JLNO~3 zb1!hWU#+lDV#J4*o^0{mT|lQB?JrVZ^0LoCE)d?K7s~M&lA@L+ZX-dHM2w1DxaEqY zP@ps08A|V6Qoo`3kj|e&0ZjbcO49LKz5~~nL%%O)1%Jv}>Ay=Z<51Gh1^#7i50;6*R zyt>TKnc4}jx&DHD8wDG0OxHpfXE+Z;v&U*}Mek4BN|KOffU1ZTAu!Tex1D+B0jFA_ zIC}%{oDo#`*7NI7QeUad&ADRf4Hs>WRXv5_91PeO3UDfhPb0(lXkY)q>>IZ^IxV)! zFEnxbrHaV^96vbDYTYjOU;1whJ0=KXTyF`dT5n}q^H>|XRH)*1pOQyP-SX6}bo zSn&7D-3!YLF2v^J+{PH!+B7G+L`bIKL{m|GTj5e@a9;(Udz3Y5f1IclR3qWr zeN=tc_Mt^5Wibjy6}P4P0R?t@oJGt!KHX2**!z>xk1gf;Oyb-$m)u?s(!QFQ0PJ#v z1XZ?CNhQyf2>&3{tQV8X2JzT&*v-YTIPyI1G533+!Mx~=n_iC3-=zt8e=;u!$jr}7 zvtTK@nYt^~zhyJUnXS&>Eh&l=3@p5~{GmVmSj)wW8(vV#g~S05(#J`rmOarlfo#n0 zCPz;#NgHWyBg(Hd1irb6o=v~)7zto^O3{=!WVj3FxYK6C2x{;PPV7W%QDCzCi76on z1@=K&1;eLH+!3EQGW!-)+HbId3#9ZvpIXo5nCr^1=;ND3C+1_o;9D3g~CXe z>B&!eT+6@H?DFnK@kl;aIS(xk&4frhprdtB%Tr2%s>K11efg0F9m#z&dbyn4MUuzN zd0;(cc@KEYHH2g-a@x+|ZGTBFJQmMJ;DzYoUOhE+ala!#h!G*#$M?mCY^+%eHjPax z5p$E&LP$EwnG@t~VGh=s?ACe-e;HF%8SNL& zKX%%|?PwvkZW*)56;0bDsNa^7UtP=EL-QL=gx1mya0^b7sQ4)jz{sc8P$x-W4#Jzh ziD4sajFRIFm12P#4+TQ9vPvNneT%a~*lCD^NF!+BNzKn1(yRj+-roAISOrl-{*vSS zTdOu{_*f8>R(m%&?T+m1b77EUjdg^xvCc0fcDoh zg2pQW)t1gstw+e4Kq7jiMBkdz_73&3ku$Jqh6RW2+C5_<7P?Af)@ON5OgwCg^vEIe z{Mk0F^N(&gXDKGiyON2T?X?fb<>gW`mHOBlx6%M?J@}Hb^EF`w7cNj4fR(I+5r&Bawq(S+nqaO zFbY$(5EWknxu??lin{O|hU`9Fc(Edu0pz_dx z2Yr3Gm*u1wG@{#jDHyVg0*TK-OB6UA4@n29vj|6uQi~AZ zL|uX{uXb5(8q_&JCP1|!YSy*T=ez|f4>mcVQx|hO$y5X5#sklu&{!dbpwVLrm=fhP z?#aro=Zg3`x#rjO+)QCeT#|`AYgA7tr^sGCR1iKc45*a9=^$J1 zm4wXS5YMTnBx}MM$YkOn11pPQaIrinH2Q3H#1r1eF2V_`02+9vQTC!afU=>JlX~M1 z7+mru4HIl7n;GxibltAsS(jx^u|!P+J*G{uE>NDjv+ZdtUmfC#X{}#d+Nf>LX;I6z z6Dx1Mr--8~s-#^ZUjQ0db`OoUB8}Au|ZLA(dpw)67 z_oAh#u{d0tq$`$AHI)ok9a76SJSKS5UDF~_x1*4ixmvZDUt2A-*csk+cXjjmtB0Mu z$%>p$z0+sr9YuRwr)#$#j_5Onsu8j?>zJ7MwVgLS*@>Da_k1c=WYXHfNNN{|unyYV zEGS^jpN-@iE}(hM_CQRHZGF`DrYkUTQ7zV!u}Y#*cO_*BshW0F%wroSa$_y~i=(Lj zcO4%5nd5}n<6HN@DFSa~|B=anJ4&$lmLav6`Og~lSLtc2#1g@GQuj!Ncnt&dm!`aW zVlE``~PW7g@moYS30NNV> zqx>JBWmDIJk8`&3&qQdemI7`IN4D7a-oHDVIDa0xxL=s!{`F`6Ze=R@Pp;D-6G?H! zRluAJ8$+K{tN|qEn7pJ)io-k==1;JjMkvkE^F7=Vd-~#^e?Y$R2R}LNk zsrfo&=pUkze5Bg@+_v%9HjM;gwDjiK@uS-;81&)5$y?FTd6j20pn#x$OzTBrF2(5{iJl#}(;@ zCW@u|NEeZc36$GraI_Qu7+vbCWEG_Q3fulc8PlI!EI|y>DEF-2>&j4zW@ST&UdVk$ zl#6N5#ys_#5=wto(>N!M(&UR4NxEfLZp9M*CVWf#;_t;Naf+yH7lglEyLP&U?!I>? zP#nK0{AC!fSnJz*fn8^-gB%uj{`9fCvC)U|gmRe7EwL@_m^aE*dyo&hbT18d2@)TC z)9u43du}SBxK?h;)D2E{T##OFvvWOCrjY9ph__K&I4b*YiVfzLYj}y++}xU0(&Ltn z7{iu!HbHPmmVoCE`k?~rp63(F4{_zbI)rc>&MxVAs&?EI7l5JhO;`G}Lq_wZOU9)g z1R;`qMNVL1Ddzal&YWs9c$q+Dm23aW-_N2b(XO+qL<~H*V9CJ(TI3YNHOHTSsu`_; zRY6*8FSMiZe*26-dwng4Ib`}tU^A^Fvmpe7msy5chK6>pWw`JMSct;8C0Rl$L8OFz zg4fe=n|50JYODn~s>0NEUC9qr1{#U+6Y|e%9I569@mQu4nA%P2X_z%56zLO7Grof4 zQYeDysxU!+iB5TSX`oZ3*;xvASLds$mNy$J8;%8TH*(;q`}6_sTWn+PY6`40&n9IT zB`86k!+Alf)x9_8Q>e?%epmx0Lhv#_dosyG*si7duv??>;Pzw(VdAyt&{@rE6-Xfo z9`fc83Pqhe~ftJos@TW}@f_k?O2h`R6lFSslreDnlx89(vEB(es-)(ubsl zFe&`F+`i-No>C*7Nneu0A_)6%NP5~6{P-GuPFPkTdd4y zv4ih7tuTX^Q46%bGZ4SatYb*jmlrwDPFM(s)~fB=*+GGaSw>D)KRLOuxZ z#SCFrx;`K9ELzw=T%0LXzwBMAtgP2q~Xq8U0HYRlsc)eD{E&*OIuUS?_^k6 z^{Oq4(AI2iB{k6K`F91h_*~N`XrJJ_Sx)t}OnC7(<#8RwlEowvJR`ve1y2LA8m&E5 znc9^{>uRsvKPml4xnh`3h9zAK8wRDq0V<(RzHT5rN;ZA3tnVQF(z3ugtJw>RWk)@p zPGR~$@NH8wf^0Uj`&f%m-EFlzmfDUqXNo4Vxy1vJ*wPp)%qStYGotxZln-D1JQAsa zN(FfaP$9#N+ql28ZZ#jV0tY0r_7R1iuSErwGj5OWeZRx?8V9GG>CSR>!hsT&!%T5A zWD8&~QUgn(+vX?j;&-J(HKr+gmhTXqz_Xv?lwhiyXhDE${6qj{TOpq8p10!-xlnT> z!Aae;))WLP9QJ5yXCh;yiE~TuA?q!!&s~ZQY+Z~K7Dr}>xc-7^A8m}>asdN06NNI$ib!IH6gaT$ z6sxQJo4ehrW5$qiO5O{jL*H^Jpb4S4xHsxdG7e9|3UG{f-fUM(F)_J#8cj18JViz2 zgXf4^2ms5H?B>aC_R$i%t;jf+HA@<6dAXzOCUO>m*8}0P^Gz5vd@r$tI*pl4E7?G# z!htP3!~!P29V*!mxR)i5S$4Pz#w1C|nq4qPz=TuEd!y*@I1DX@`W?jQi#S1Ni=*Zk zImA%_p?1Tu1f^K|)ACgV`O8`u(-R(v)ZVv93`GFjYytbZ2a5yduH^BB$N2lXSx!}z z<|MpW^iZ_0-w{3-$aEMTz)J;&1Y0+)0aSC3aHjOTC|=}kv8vyb_=s9&|CH*b1|L*Z zpMB3-$Xu7%byKNkXmg`fPf#Jsh|>a#x=9TyIhBxqIRxzkxQhF;_`HYHXGvr4vUo$0 z7@Ao%Y(9RX6~ub_Rb9~Q(jl&%06(SbFdf}VeN^y0aZ0Mg9IIta+ls9>PN_4lnWeeo zD+1iZIganS2--e084%F$&EN`IoV&1=gpWCUwVVQ<1w(;(>YF!+F!DGmI$xx}@@XV> zWVW~{L|LlbK?4rJm_hebO3QrmSzrhEKw`Pq^dG88PBd`>I+x6kc%uWLU97P-~irD0YXMPQWI^=6o8DN@5LUO8Y z`H+NyNBM)jMih)-TE#NO$QUS5EaiA2e;Z|@#UmoPTQhYQZik|0M9;DO)~QtzJ3+FE zUMh*OQb}Gxx)e*6@i!Ffe^U7SUmZ^WNAmvKt`lhSCBToD@oxCv|MEV;V8m%V({;~A&h}iC4yWWe^jnBW5et_&!SiebpB)bh< zATEfvGZ(aAT_+pFf`w|gu#@QCb1vBP)8w1MzO#DY_gafy zFLTUc-pwyzqH6{$Uq_5VLbBWPX%WitQz#-h9G+{R5Vrv4&+o=q(MjSZHxnXd3aG{Z z%HU{1#xn``Z0;A7GBGioWYxK~>RURPJY!QXxt+Kk2d(S3pH!3NCKK-8e&{60N~Og^ zpc3vv%NpBD?Hh&9? z5R5ll2x5?=h3rIG^CP?sUy-WJ{WZ44Kb{o4g;`LBQdSp;)M!2QA_F(_-iW633Du1vz*uOYQ}xZLPr)ITxo+PH_?s1qBF)8e zcSIJ%fyL1+h}ykw?DG(mSgC8!ZxMGhJpV;=Zl>1Mi5GbDR_^Ahk)6i(Yv*r`bPYN@ z)eaT3)TH*k-V9H4XUyJ5uw~3Ye1)3k_84s2k7IZ*j?agLSUy9Xmx%V79Sl4Q%>M@N z?*(7eW@Nd#a%F=n9L$+r+2G0sUp6ZLJskX{6@VI1eJjEd!caB5D&U^1flf61)x7iF z*8uvz`tz-7+UwY7PxuzFEvhBBHtrUfx~O>B)iDBcL@K7E%=#2#bu*o!=#NNt)7oEs zhMcHF@W5#I5*B67o6oX$(=X;dfoT$?4efvTGby&Gucy?KCT!Y685Lo?i`rbuoupTS z{>HRdHoC&m)e`wXypm0hpwdWC^2 N4E#U90QT=={{>K<-d_L! literal 65881 zcmeFYWl$u|+wO@B?(Q(a;O_43&fxCu?(WSD4uiwcxDD=4hy75|Ssm3`Sy|bc*L~f;j8;~ZLW0MK2Ll5`l93iy1p|XP1|3MS(4cRuD0O~- zKEPd7r9{E1CJ2u}C!Z`u6hy$lY5@qZ#!#ShI45asS1>T-zP|_fkR#9x4D6#=MqEVQ z%iwek#&6b)1m@Dv#dFOU#VY@o-RQb+8EnXBUnMBBsDeCs2~;SNpJcjAbq@x0p83i; zdBsy5o{nFpDO ze@`$(MY8`>692DKzuVzd@G}tOpDRpE(la@1Rh6m!`9*)f@&eAk)yShlx&Lpa#Pt^- z0))HwzgJ%%M;I4zyv^t;Pof-R&cgk@`*7PAA>avL%?SrkP3u3GeGegB`x5$GPpaRh z*XE({kp54T61Ram4K_+pZvK((9qaO$Br`W+e1EHeB^^k~uV;#X{`dA#aIDhGCD{Kq zMs*dB_vTmts3!fNy5Yqv43Gco%7Q$_fBOLL|1U-Tf1nRcZ00Lyq)!|bP{W20CU07+ zMMOkYkJ{*XX{2<>L9aSW(3?kB);8?b69N*lhZ#{Tb@HSlM-@ydSBJ!VM^}m#2 z!Cj#csC3zm&}is=ZJ{d0%xB0|wayc;jqVooFS0EtEw@ahURpaBwMUHYNz;hG^}4t+ zN5*-0h~CD8@cuiow)VeJ$dX=w}U*7{7J zM5g?SIPKEUZLdmtuQv9L2E?FwuAIG4QIdhXNK#jr)Z|j+9fLKytdd-vE(tM7Ii%sn z#*~ng2+FSBx#p_eoT)Bm2R6dG^_Ra))ol+HhBaq8t5BBhOJe}t11~%^t_?j&XvZ2+ zNJs->6W~?zQ2Xk`(L-}=IL^F>;3n#tmu^iFqO__d;+wanbj@yDcyUPtdJG7Sp&h$# zIfbHnhe)r!@03+x{GxV^gp3Xz%xUW}ay~)7w{KKfuAovs6K~(&8t{jIHzv={s|_WtsaJ!^J za)Y_SbHL~J^}VMuBllV%!EHLEH!;(!!DK}XxI#^JfRETT#7oid z@6K|Ca_!OvsL^CZ`J+ZpO|5XZy5lsi*GtCh2-Yk>`?%wBz7iuIpxBUiZ$AY>LAhTu zvbrf-g8nqxhx)Pv6E`?H2kwTUAt6OGCJ9R2Wwk;(dHOWXyG5i;X14NpDg^5$#n{=& z!iPB8osQN-i@ZC^|LqyD_+KNGT}(IWb#KLzEVH;pQVeH!t%DJjB>1ZbMjAMV_i z7w&}PVX_XkB8{M2RAr54s)8oFOs< z*ny#3!R_sF95#q2z{#}+>9Zi!FLi3M6w!|jJalxP!i;VE8m~>UGWmCv&^Ws<0n+`t zNcR;3P~Nd;{v6|;KKs)V&!2}+9`k&DnSyXzHiQm*U&Zd6Bv!0b+{t>UQh8c%oGRJ< zBSiXgtb_Q2C>HsTkQ88Mf2LkG%)uat3EA6t`85YPAn@_#_pC97+ksp+X<;O)4>e1w z%k0*G^iwGig%Pf)=E91Zj1{cyJJyv!tSs=5UP`iY@bgP6=U0ARD&N2JjRb63$Y!}r zP5Cb1J5<2iX?k08&UxJO9%0WH@y*k>+x9^uNoYAfoX0fh$WS+f-lI{COYDupUkW{4 z?u=xP5u~ar5b^yF-kR$VG8ei*DVBJ%x0A54F+vIx4RoA>zHRz0NlX zU}elV>2o$4fLqA6rP6o=G2{p53#%w9$1Qp9OoO-l31tYK17Nu!LL$*SU2#K%^*xW4ZWLGI1wpGPkH%B@ zu!RA=yQ2rW9|4T`za>ASHUR-WtDM-dh7TB&r9Q?Q5AtKgjo38yLXt1v`Ok^g!|gS5 zjs861GjmOKPQ*H9rWU6X@6mi05xBvO@Z^cG=~C)f-gxc809-Z*71%0c5N6C_j;*&? zJ^P~DK)3d&(*KSD^q;Yl#HBy+_&h~Zi7j6*HL2{?A8Ad`Aw7{m32xy=-06nKYQSud zjt$P#D;;(^%0QH9%y&8pVxKFt8oBJW;jUXl7C`>)k>XduY}V^v_m4X5X4GQtgp=L- zv{f=q=TvG&^ox3c{PEDcpX-UxHX;?$!LDz!^uTBVh)i3H;=E}^mZ^{(4>ve>LnJfqg%YKnE4LK;s5d|HXRUNzOKk~o-T@D;8gLL}T9v}pq zJ%0&{+AuZ%Pl6j`v$9hNqmO=74}?ul6g>Z6n$}p+V~VIB>;F_ledB>YIEH;*HLpyhA9t?Hz?^4`#mzqf zPX7b4tf1@+N}kXMKE)zl41f+50FfKUpcc@*^sIK}svB7n*r;_6(DG2E&sw`peS90* zy14`M+a&AcsTLo*3)O1Zh*q*dmf~A*J57HlAP#tCh)Cm)ypYrvP9YJLQZi(DE_eMl zkd^vN0@5d(}j|K54PUMN1W<_ z!8{1O1r=2zSyH=$xh%)Rye4Zx-7RUK?n>61@^D@a{FcrAxE`5?J0I~jGSB)C$c6=2i+eyv9ivhu17f*Cj`4FMUn<_ zgf!TSH77Kc_Iogfh|G|sv5txUFbms$D&vOW^HtD3{&w+wYMo-aS8|sp^90+`a_hS31${$2c5CLZ z6ar#ORP@^$G*TnI151iF0yv+&zKW2~Nu0KmznyVRFZ%Pt+?_P<3(P~#4?=b-wn)qT z=`Ne6dc4VMPh<>$|Av_h-;hMEXYMk4_<*&4BHEgYUz$P7&AoUG5@CgT23i$J_$V*< zzdN5%J75rp%8u-ndzc0EK&l;6bC9B9EgQD~BQ`fcC&oGuhE$Lgwj75j)!@=ZPZ59n z&uk4HTF|mPLEc5w{3Q}^yc*oSll!ow%S=*HW>#_py_DtAv~3MFT;Ri})%Fxx$wPwm1i`d+%_2+XePP<@nB-vfJ5>2$#hbEti3t#0{$gl6$4kD2E*?OJ% z=JDPGR0B;isFwY&IIt(4p%E+sqBBhSc0$2y^_7P^{9zvCQYFmo$vJJ~M@a%Bu;i$W zWz%SDP*#E+aej!zMc)tedZ!Mp_YE4d))yIWYU|N^jAzFxb>)yVxL&;l<6^c){1)Jk zzo4@E9Uzh`!d5e1M&5aLS(Fvq?Uk?3hCnEQ3USuptFfp}Xl%1BW_X{%b&i0i!tH-b zcuzQC$hc{u{vMqJeFRqv3y2f(66aR5Ur8Xk0=H6S__!I^x}Pt`<#j=azGxg;bgop{ zFHQAE1|(Dsgd~pQF6W2c64KDaAN%z5uJ%9)p3g%?JdlN?(f0B=kx$#A0|xQh)B;uYcS${@^r_Fp}A zw9(;A+1f$TE@W!toMF18pC_JM{v~=bQCVD!wfxn)RTuq42TkC`qx&*|#Pqgi!m6An z&JkN*q<04eCRVlbxaVdY?=>sGw?S;dXrrB2_Mi(62T)mWk+%?abjV?Y*C@H?Po9ex z8hcQ+v-|W)0V{H)s*KZR`Ee0w(u?T)tx);~OCMbb3`O0O!sa;R=?B-8G(z@11 zLN~D^^1kt7vbP}~;c`g_TI}b8gso*v+Ow$tEK<}n5JzEFO1}#TXnj{Eaetd}kTW0F zL>#^-O!#v8>Ww_VzLz&T5v1w>smsPQ>i&ej!KDBiMPE&H;~4z(f|?`osGp`k`z_>S z($}9GubpZvrX3-okfL27E3j;p&r?@>4ZL)G$j7$fx`jMAbcfiJ4!gKTmS>23!TSt#BQ~I7gfF7X@`vJ9luo{Zbgz(ws!eku2FEe+3lllTG z&=Oh(&AG-m5H;XL8yas`>TPcQC!kf@HIUCIE>5^Q-gN4ESML{(E{ar%M*sVW(586D zM9rETaj>gY{#r4Vl}9`D#AHQi^9ukqi~OAd7s2Z>C1`G%>!i>ik&+J!PF4=2(woRF ze+&*2OQALI@*!SL3_k6-vT!uR|5SK`bvIxh3~-j@O2RhAoQ)nvH|A{Q0&@J(Q8B1W__8fM=U3H*{?*+5W-LyZ!zPv+w{kKhkspGc8<0OS69l^}gS5Nfv2 z!pH|wZWs3pFt+Z(shPswyacOYDd3jJTjx|`*LPi0eVX`#CXmuUdfEz z>wOpojgvp$JTai|$l^kLro~0{yAbhaUD1Q{!dZ8L!21)bdX;wNsaDrt%#S=J}_PWWL+MrU?wIGM|BY>=ZEAGAlFb& zDLPQT^W^7`jNcaIcR*bH_JTj&%@+M{y($Lf9^dS{rbQod>jj;F<(+)d7s?_k{3`fF z_AZSQQHVS9;N2)D6CN;#kP4L@zVv;h)qSq!q6cbzp%TX|#($Pc-?+xL$)myn9P-)u zl7qYPHr7ga0AW4~}ugO}H} zp{+4aLgb&!3(zO#C{uYr6NQ}ysZ~&w6kD{RKn#<)0a)sV$jAW#d9bI(0uF6l%s@<= z%R@(9;tu-_Bi5|1TkOmqH@-E|wVVDBdB-=!j~6o=6l!8BWkC%DX2TQ4%7Xx@tofgF zmN}r-BK%V|`3|X*r>jAOMk^%B3u}bq!1xviE_KAMxF8M^JwNkYX@a_{SIl^q7`6{l zNF`))u7dCRzKUAWSwOozOl-3kw4x$JtH*xq*mz+Ws_Lxroh&R3y84muunpd)gkWEN zV&XeQl9>js!N3eRd@gkvYMQ1VlB)5%DK$&4r&0msAB*53lndc*J<}SrEcR52tj+FO z;Vl_K25UT8GjD#NC6W2B_e2T!8cXUQk9dp-?NJPs{2s+6i}EepnyZGKj!-j>uzXdg zSLSCfwj(D!Yz)$k`$?IBVbDW4P?yWSrwNykFQ14{TR3fkUr+x!2jp0q;Qmvm0&0-2 zu9lggnbA3Qo}MG}sqKWH0WM4(`IXu+*4ne^0wuNMK2Vp5o{|Q6KTsaB??$=l6tOCR zptS$jz#xQf(*Y6d@~>?b&L9V3iZE2MLTAw8GN{6oX+`M%MtjPAtU`s$zeopJj;d__ z3C32bv^(e=s5-@Hfl>#BG{`sGEgdObT9oMGYQ*Bpz6f-3!m<_NG2#7{M9@+7VMBN~ zM!yLVGMARKROU#ODnTA>DKNHTPiPI8=02_tmJ_+0`?9EUEj5Dk`aHU*OvvL&;@r+K zI#-bZ-KnW6Bf`IZ{)wFZZt2V}7#-_vD~TYw{^8FzLt3t;a8EpvN6d5?_LFG_!VcW% zFN4T?wsXQA=uck}G@_7OLy|~oHc#aW0{TWT>%YYeBYS_wp3+QVL6XhI2@!G=})vc*t)+qY#;j}{{V zc8dYGBXuYARmEUSI8Da0fUFve1!p_#w628;$&d97t1JZ8&;KpF+A5F1jm);;z}Ka`=4u*{Hs=S?jC%RIl~;>p1?2 zZOBOFowb8R@O~uLo%O;eo!K69Ux_4KqDygbzWUY4{K?>lW|=b`HGT?A{9tu%VBEJt zNh8rh`cokf!wN8R=krE^X9c{_kx;&!HtV-(O>ejthf?GQzd2n7axekV^R z5BOwQ+NgeQ5w~`?w+aRA`|$g78XWFot{9wSX71OhMnZBXRgI!o+DwzN)@lB(C z4==Y2;7djcbNg==^%sA#i096-N_K)s3%|%>Vnd@FVUnX3zokXqEd;wVb|_n4->sz+ z7d+pCf`KY9JH18Z098_)S`2}R4Jm+v>7{cICj=v07F7V?ETyYw*}z~X>HC-*u8Br=QHg>f65-e;1Wi3La3(4ONJa{Apkdd``fy zU2CfDj>no!N($ac8%fOio#!k@T&asanIT2<&%?U!ZDpgfsuoKPn$BO7*LWb$kdJ&I z9Q$Ec*}r38pe%3xp?RBHmjY)z{_=B-H`?hc@ym^M$dTb(Z*g=X3s)&T{$r-x2KDze z;gWA81>09GR&|?buYPBFQ_#}kSnag4k{br`XjW8j@`4x-pjG&>@MW>(i9Vgtl%=}T z*Fa@ZzapoWuzdM?``cVv z+Dw@92cp;67+l-=^Y+)4dDU0c?+wa%XR-|j}O0ZH}{1b-emQVJ3`ky9 zy%IHeqM7($9I+Fj?G0gq8GZdvelw+y5pJUL2!O{zTjo1eiLvzQD;ep9Iwx^qi9q$r zU4XEV6z1`5nA~703FX$!ILbHA*6RMy$mnhD^2$fLB2a*p!mVq{jD25{=s*jUSPKG5 zfVvdh{mmyE+ua-<^_MWTJ2vEGM7zVjirCJ8kBxLM%jsl7Sneuvn}ASQM@6^!u4p33 z26BCT?B`)D`HLed4U6Jm=*t!%|7mLxrvh1nGSyzRI*@Ac8Uku0Dnp*|oSYtN?`r35A z@VJoo8Wp?8bg^riyuK%5Y4Gk`{-T^I^m7bgvlh|r@x7b_M51nOLMeUOHi)5mRw9lF zIJdmCerRZRFo*m-)D?or0j)H++BoU9MG8<^Nc%5&{cfmy&<{9^A7C{bVy<~OP;vgu z6!EEaDrmn*Z=l+G!T2|I%}P1ZE7rZL%vKHQS0lkd2;AUEm(8Y48?H22_{l^OfkWuf zz{Zh&$he@+4zJ`ZHpRtfrrp)`aL0YU5V24l>LLE#tt1)X$KF?5oh4DkKGMZ@7rI8h z1d)*(H5QOrxn69^i0m6+5Hy}SYNetXG4)5pXa&%pJU`$3%b4h1z)RH-hMCWI zs|?A-H8yk`SUHs!jIs#x)rmhJp7L!GPa}6cod@mFa^1x)&O@ZKjACopY_lhx0G6dZ zvYN_GR9^~PTMDP}QHALL=3_~$h zno8b_Oe9=m$j83JNV?hpx13x*Stp?6vt1k9CHMpiD5YHHUPkC(xBJ(nK5#12)59LGmkb+I2gz1?og1g*G z6zMZ*!g)-X?nwmD;Z~jFZVBDW?P(|O_012$p ztvw+e7|NX_Faxm`zvt@-M!&?#@E7am?rIT?)8Dakdnsa%rO87lWy2|?_$W7BFkz)P z#>KTKR&C+VR!kH+oNWh$&`Rx9k+U?2$v7*>#oyX-oSxddoA2@7_C#42)c759|0XA; zN7oK`r>0x8G144F3D8Dy;>$PUVn8}STaG{gC&|yc507CzWIJMWV_*n((ZH@t=5(qF z+@C7%j5Iw+0WNgXjAHVuXn5tFT^i%+40WQy*kV=vXojvj_dV1q+sw-9>$10HS2yUJ z-o#O|>eFc{3=2iK##@%8BAym`=+>l$@f^2*74(O!(n%IQvk_$OqRD}!M+tdUAqzXi z1F<9^{e46k8VSyEcZ&E(VL%52DjVQ2TnOUV!j z9fxE4^-s0IoXNXRmrO*QJhUJMl;7e!H-=mWGV(MPm(kr?%;D8KTT%yqxRj0$XN7%5 zE+M+%LmSuYOP`v;#pW&*^?QV z&`4b4N9h^G9yQ*8OnuIno=yCsr0uFo?Z@8lRXvRUtB`rE{>C0gXc zv9+*vryM0R&TE^(DssSE-d71*chfI!sIRcZsY#Ta-P8NI<8ka|@%2Wu!g9TDHh(Uc zL_y3C1FtZc_G2FMjM<+c&2*Vbj^!@W@bc(~T2zV;-<7sAY^w_f4lz>?tc;fimmHqi z_T(Sn+@z-v#w==X1lb45M~K=IK$RetLC}ISJq>T8WV<7*hq^yQa)t!xhz%tkMllZ=m{4n84Y*1lpPv> zl&gCPzzwUeGz_!G@nbn33b5LH`*`N9cXF>4lawuEFUqFof{I@9aGK1m`xe_%dP4)$ zDItWv-`r+9H`)V~JFQn!Ss+!%erI}C!KT={$O+17QXOb!GC7-a>2K2FbYx9MEQ4Qx zkg}QY;Dt^g47w`3N$Wh++@t7gx2om5WU>bguXw8DT^UAB!VaBjSw6nVbk&YwoOM3p zBUt)}La}xAkJV;hi3qQ2gsrZ4I(3<8tIw}@jp!6!59JyU%*dqA6vLnPd2FsgS)$&I zyH))8Yn9!UQpOT;Yx%C+|Emj93#+cLDSSy@t!9807c>C(nJdN%b z?ABUaPn<6I%1`DM^sR71LnE)tJ`{<(y?hQeH_-Uel^j9A>K?QAs1)$ZF7OJ+WJ{}< z-|t+%Z|RFY{vKN3JO25zrntNHPbtA2!4Ok^6~R1V^aC~L*U5%v)nby)3r%b$Txtry z7{Ns#YS4==r_st z#q7-(n8*vGdqz}(+XYpd7i&%5$eJPp$0ZL}ilI+UOh}rZF+^`8BP`iJQ<% zm2Y0gJv7!u@lA>v)8!pgBU>yNb_QpUMN3vUi!UW@NDqsxN4QaSd zB&n^9s4qaaFKFOR*|2phSxF$;QD`M>C3W75mAw%$#U~(igdrCXIeAj_ave#lhT)TT z!nqTN8X1cqLL(M_fn)B2@`6GYK~C+9h!Fkrl|TQ=xIS0=c3uN4Yg35!`=m+5lv%%c zTp5knXguVj{SwRS_K(dou%f}Ay%i>MafCDIDGdtu%NK!5mkFz475H7)r%}#_rUa0iPK~9lhX=K#@E#FPU+Sx0;w|i*?2|401$#p3z zR#rU12%O3jhZ`&X_2=cRG$3Be4%_HtA6aQ-;q;v%M_gPYiVCTC^|QV(s`UmPGK)4M zAwU170|Uqa8{r!Psj6HKFw(Gg@>aM zdFAE6?vhs+ENeN)+sATxxC-v7&dL#MO@;6vUZ>U_e7O^A#kNIq>Et8H9RwgQ#}5Y=uWBQwi(exLTI7JikWA zeKOg`rSA9BY$@=nGY*R`Mm%EwZQ2nM+0;xU3DjQfkZ4QF2$|0DjDC5EMF|}W-Q~v7 zk>gjrw$gh?$Jd;31Y-oDwFH-%*4#kUufxx!f$L_mXi)`RpMY z_xNROq?i)wfU~lXDXVHHN6GRu1!G1~MrKv88S*{`Ay(=tFy&j*sPs(Ux8uM4qJwqoDUQhc9 zVUV~%G}fZ{bDJmH%XZn;Lin1>5Ny&kmImgm0#R;w;td*ewFX?Vxy<9siMeth4>BY_ z2qKcegmQnIvZzn&(kfat**e0AfUmp|vj`(5ThNGpq`Jv*Sbhj-#8Q^bFX7W=s?!sCO~^sL%KT|3hf<*kQj?H6v09uCyEM*H_l%&%`(x zRPNvEySMTAjS$}SrlUgee>Z87GPH%?#x?7I;!q{1=u`dRBIq3KrFU!t&MM_fUv4Mu zygQH+ljbVQ#C02cZ1l|(_P+QiAUKWP@D0Fde2A2H7jXF}#!Jb3(Mc=Jd#A02JuXZ1 ze|*m)YEA8o%a0s2{!JJ9jI*e24L^T>@8d8zy2yva-~nZ{)9Z2h2kTl|paC)apfXb_C$j~@$$noUN) zL+1xPDB~0=b-kzXXi)+~sptT0c*XW^r|j8C=d@ogRq+^{Sc^EjtOzWc+GW*zz~h|n z`PmG=G(v7il7|W?jvr#H@%UpnaL1Zfw==!Ht_bX}4{I?%Vi_y`uCB^0stKK(Bp8bN z0Be{1lbL`=g9|*Nw&SQX=R2*@JU=*IhVY*V;ROKF3!kGBg46>{WRaB8tp|0ix!`z_ zRCqn>E;99^4M(j75l&2q?2Rd-@M^=U`{2Y zGm&*$YrDG9O9>&v3A4&Z7_DqhGm{#AI zC_+wbmpu8a?%M)RAXf8T)1$ZLCw4-H&4Z@y*Vt!Yj=DuO8N&EgSQJPR3;A){8RV-(OH$fcm1%3SYV2qOv7MgWC+d* zNn$(H{}$VTmp@ZTHA;KxyxdfO3v^0wXbTJddLj+TQNHAPG=9!+FU#o^ z?J4E)d+2y=NdiAJFUSo@oWI)~ol~}3)4|7=eC`;?E>a!AIAr@Jv%W(%*drNyYuDhA zb)3cd)k+Bh-e)b(fX53m#8s_GY7j%OmVj1=7vxs^ARL?4j6Gu@R$G>|`2flPZ*IxZZhT$VP zbSB&BK1$=fQu>B5l*iAi+!-p};{zsOGtAU;IbwJB`+y-8u4Fxf(23d?XN8m~-hGF~ z!z<#kTelma$qhPng2UVzdnR81+9ylT(*8#SPcO+@_`!V!dWUtBtwZX~KO%$`aZ|!= zylnt zLN|P!63Pb!iYB8KNw7F5GOW3j>F*j0dYRn#u1RHi!H&U6YTj^e_)ny?#JRDQ2*f>; z3&`;HLF!sP<)ZetXLGp0Pht<38O?z=g1sbbLlfhcJ#Kih-u5@goPs-ynv+@y`uArn zmUfWIobr}ICZQp%rGHk3+DW^%n$@hmY=y=uh%yn6BOL-*|CwIzno35&La>MPWKB0U zv!pU6`1yb2$a|T=E7rXS;zKb{Jua4TY(6&g+m{z z=~G_047h-~+yk4#EO=vMpAdcL+-FVF^+*30(QSZ*U(+rs?<0NtyR^fZx6LO*eZ^r+eRbiS7WqBATpK z{$KdW2CsDAAwZnlk&?2Oi%^{Q6G7u7UZ@1yz}`@BD=44V7J*Z*IGov@=x{>UT}{rU zsi~R|{+2^rfpC=iH#4ex%urPS5MtbT&b8KBc5wK?U({8#Lh4PbPrxYjl+L9iz3`od zUeU)t&Vlp&GHoTlC7esqE3jfAv1-naMJXVUlNxABt% z;X6tT`&PD=5#jw6o)UqHFG9>en03fegpa&f6YZq&f7Zc)x6V@@2?( ze%WDbd{j$hx8vEU1R^bC-zk3AA1f-;A?==mx{EE*Py!~ZSHmnP>>$Q$>$CAX(!ZDG4L1&N*{(hbiB zF(kftKcwf%HkF94R6xviyQaW5Jhr6v0V2t))C{Px4!Bgd^IjoL>pog@Qpac>XkWOw78G|<{_E+fvfZkFeXd{oe zEe~9Gc7q8A88h|t_ei^c^^<`DYOzKe z+Q4Wkj~H;Q5$_5~0^0JjlmGYW$*RbOoL2WqIPu{syS$L&dYZfzO5!BNkdCzwE zMiyamkm3C|5RG=GXe5)}OaEXJT4f_}p!Za8460Kn+1i^808a=B@M&+x?JN)XP>f(g z{}@ovVD;N;)Y@J~bP;fmNXuP>8W_<>-G!$X%7X9dkpRIQzR2*fEq%SKdcxJ`g!Ff8 zXmp^*$N0Me?mE!fhNY-FRU~_)djcR;3W)nNx83yX^XX_p5C{1XZBwe#EQk-`yyeBr z!aknY=;#D9Yz=W(n}u5YbWa403wyYn5gA*rF8p^i6=cXDMOjcXWLjCwltj0&{Way= z2YXjlgg2#;;cZJVIoi+0ieBo7jhuQ})>=7>ni^?K|3V!s(AYxpU`Z+9?k9}Op7^vW z>5b{Qo0BQ5R_uuDj(z#TXjN92p6qO;0n=ke{~frn4De?pg|NIRIf;leH?yd5y%G)r zhy@?L-t6{AY;F8T^GfdN>7B-yJ5iVP9>P%=8zethWENG+ee>1I6PE~l+?5o3_ttT7 z)%8ld3I?1dJ&gLeAxJSvl10~wJ?U^LSBt+>@M9H(R&AO|!*joU2X54`zTUFIe*I>8 zm?2|sU|^tD?A|dI;Z|wf7je|t`J2@xPVMQpd7OjI6(JUsoPP~-($O<`InNHEoxJ`m z95lYbT=J9uArDD%*P;ByM5sskr|zzejU z3xBh0Lq3Qh@)Bo%Lx|1D=pOC5b|9|&ieR-KXF)s%V^1D=pI9uwLKR+O&pfK)(rRym z*r+MtWKn%8m(FX4!xm|%lH*J4T@ui63^Q|Uq!s&YSQY&$06U|r|*P%n-(;mujZY{-rvX;b=+0PkCs~LVPFpA`yPf=6EU%(vq-nR<+R8u zXf-58Y|C?A+oxdly4;X|r;_w5yu?^x8^y=noJ@IMI~Q@c_40Dy{>C8^^$ULnUgYeMh0KA2X^*yhOpDB8SRe20u(6KT)#;WyyXQAG z7uP%%fWx3*fo0RvrXA+CHmW+4KbPA-d9ej6eN5lSShSM6{sp)S$hm2Go4mu=>@NWc@*p#3&`Q5ss8<2>cQKBz@!xln~=TSXNr{ z*L5f{edmP(-Vi^@*-}TofkhcAWH*|-EEr&;kg(L$V@;K`frbB2R$1Er@hhBA-}Tx&py;Bu4P$|BNQOuY?qRisp% z+qYsiBm5b-`5gzd1+kyfdUN~u^E51Ifs0vQH+aU2{f1t+URf1x^Fx)ai_WgV~Dgk3*eA;eG*i8jQ zxaJg2*$huU+PpiQBFXgq=39oB1~f36y$62rgU{>C(SOHy1lKe(YdsltPT{);!_O|i++0WL31MV2adi(Y zjTaw)Y3Lw2=yio6q%oQC#H{}G6aa2)^pM>nB7`ff!!qq7tM=&nWakA?QbDin zActU>9yv0`Uq;7wff%(TnwoSTLOUBWcBJ*tvZniel|L7}-;+PR*2+idQG`;)d;PNc z=2=hvkJzd*WIz6G>-8sZVqmA5sl-HT)9aOO3P#U^QC$<;>ze5Rt-~6d_eWWTz0jQ4 zMCe~mB=T%re%ypt^rv2$AV?jVYjP#MrRT2i3Xj70PJyVadgpj3B5t`Q|(`$0{b{cjqc9(8{MA}x+VNWS+Vi-fFNTR0j91!JII zSNF>D=l|qL0-MBIS(Ia2!Bt{?rf;hnfhCcUJ#yx#UeM-(Tbl;DLX{@fHY$_5bC1*( zDCa=6>D3v6@--dNpMWj&0p8)$YM#Vg0kHKRs1^+DSQuQX(kZv-xf0wN?XWfTtz%lF zL*Xm4(rzqU8oFIsJ$G6x!pGIW};zrsfyw9EpyrQAzE3BezIV8I_xs*oLPGKZMtSl6nS zkR3iczcxHkBd^MSd$zlR6>0|WB8>7L5r+&*=M)*+HO|ud3$Hk#DK}D~4CXZid8UF{G)*--MG;; zF1r6{&Jq#H#*_ghFiUrih+2^5i3TFOkn72G=F9gk_6NG3s1e#0mKHZTbWFL_8FhNG z;$D?g)(Fm?J^xkg0+3owD$oh0%59W@R-aa`AXHK5X(^F679`Px95KJQcU+B^Be~16 zygscvAav(PK8ob+MRbdy#!zT{r1RdALxCS{6|rD621@b_Mp$}P5dk7GaVmIRP@RC6 z*0JT{^;g+V7v|6Jur5%@Yj&?Ji&X`GxmlQ-J)w|zU)c3>Om)b?*oLg5uZ}hxH3o=B z85xMOPwEoQJOb@=-Adql z5e!QJ5^^sZP{^S>0J4bRk_@h2Uw2gv$7YtZ9CAK#xb!hs(!{X+&_Ws*)cd+%Os(&F z7cyoF8cexjfmYDS_Ykd~TX~6Hj}1^bl{f-Qzq6QH?PXTf9Ah1PJ2$=k8N%9Qt!C2> zsB3*^K+dr_zNWi7)}$GGbE6q6CGf>)2navb&`|EM75N_6v%NxNI=DYtBftxc_Op$d{4InZO z?(JDd5OZJYZP2|ryrY%k2eS@ut4F_pcMeZ?gcV-M+d|S38~8~Juc9*x!MpfaHQIV5 zFl=akjeo3P*8J59Pu8nreM9)+smNcSDdwfq!7k#}&PM9HjI{5w%^e@#F#-z>JAdJ{ z0Lg6VdwPsxov+Cd4pwnq0LGu^s>tzO8LI$0{Qtq%J4VM9hW*}+F|m!NL8FQ7G)^1a zb{g9@nnrDGqjA!hjcv2Bt+Ufd?|Rlb@7H{p$zHSfzOO%iSD!9>=z=Jv<}(Yj9-P2F zhiEq|&gWitH*sAk=+}>;;?Ph(zd_Ra4*Jiaj9CdSZs42oH3t0ogR9>;P_>fFP?Ewc zlONn2vKDe*sTVL&lzqUA_=D;=A7jde`ujw5GNWo|bJA4=wr(Xs0pP|)hL}x*2{Ph= z3+>kTN(4gXL%tczpMOE9lJCGRO^Pzr&K%-l0E zV7Sp)Uz(DzJ4w#*q`aUh^~6=M&*jIjitr@-fWKTT1SA4Yq`zX6dDI`?{cP9`zQP&N z70d(RCGNNK@~`dcTysUx?YznM^ukNj=@M6eWEzjvV6KTSQ0f`|>&A=MgrZyoBmc-$ zP^6x~QBcv`AO+rmHu2l}z6Rm4^1cP*i>JmZHsdPHI?W%2yo_~tDzmDTrBj{-U}Qa5 z8vTTdT2S6P5-u?=y9)Tqw6KY^7v_s8A^=1pE;+&7-Tiao?6t_!v6$6-l|gf*7;LiN zH751Or5Kz&A0J48bIhPyFw}10H|*jJUF2j5Ys&qS0THh^k=5wW?Azp(@#Sc-;a(%I zkb}Rf4IgNgUBw0>>bMNmFi#V!MZ{z584CwZqE5cK#YDh{{|kgw$kqLz6CkI(W(;I1 zE)^5vB#AM(1ZD*%-C)~lI4927HZv6rL2l0Ru^pl67-p?Y&~^i(zpF#2!|>Q9>E|~U zLu#ql@L3#Zf|;Ig8RqI>RP-eTGi*Rzd~W7g=Lh>-T1C4@W+p zzFoblc;knnuiA(K;NXqXT&_>z;WE~UEYLDs3#qN%LmzPib$pLHiEkrl%w9KnlH?-0 z^0h3OTpL1Xl)xMDZl@dpQ}i3h=2UHJw6=Opkz7rf%Vn8Q;@Tq6qY_2yN2bw*4b6xO z4I*cLt^qBd{eAs;5I8IP0vzpwj%yqp`C5=Kl8w*jw=JWm$A30@fM4%F^_W3&pv+de zJ>4|9+3i5yWFYp9m}4LD>1@Qk%6!DMzwhBD`t62_>cFsmY!Zo!dYUcxHgS~<$-Lx% zfl?YWjgldHMo-5`Kk*m2=A3q{YoI_8p+$PV{9*k862FlMc6G%4j=%t3=*#*9_ys;@ z=Tr8#V2b*d25eN62kxRlRNJ71dK0u^`nbnyFZfjt%Y4qN)<=!B7P6C4RY(EiuFegH zUAG(oAm!^leI5A#2(rUU|J5n)7a5k*W;8q%_~fFGOOLk(?ekUXbBXBrWmY0u+XKWJ zblcrgrW}7H81BfgpY7NR@d-_Z#uQmItkH+{%!-cCI9iVPF;%dfs(12;>7 zPy%RKHxYM|nC|S%!YD1NJN2WQ6ZuL!d%sINs(xnA6Bxm~iOrFv4YO(1UchmhGi*KtvS4@Yss}N*Rm&Lla zE+r}7gNb`{D1D9kPFt!dxQ>Gp7%rp?=4);VPWaoZzm)M3TV^SVBBLCmiYHyAsm><) z+Dqy{k#g3ew=)w<+%5-wjddxqd)6ZwcfMsuvnQ-2u0GVGps$73B9T#`dD5JagH;A-?$%Il z)(3;DEP<3q6P@jhM!&50s};bpAf6jebFJT|1W3oqm@2}%|!SN(PdU19=QH~)JMd`+A zXHkBhoW{0~>&E_HMQuz>_g#izk`_Fz$rXhLQ>mg@hTe6`&H*&NWRC+dQko-FghQgj z8Z|K?^=pXWsQ~5-t4Ou^Aj{FPeZZU&g~-ob+m_}k?niJ8|4SWdzeSnb3J>nprke9kX)zk|5$=O03zx%A%NS;5Lk6fAb{Dd=?K_Bsm#n zNm1Dk%byYyg4xdrVBsf}=H=zWInR@MyBM?=WN$?_mZ9H2C3av5`r5PT2BD*5_;R%} zPn3an7{Bvja8e@5Wp6?Ujbm2v0@jaPPif!~rNT#6v6k1m=P%sK!)K`s7P#d{Q#4-Y zM_698dJ-#+o&)Cydx+3?Q5d0-pvNdJ)f-88z5AhDBlNI9F>kSgv4(09fP;LnRiiLs z;JVHAG6HLyPhd3o-3MRHTiO^e_PT8pK?8h;(5*LbEyISD{)DrUZvvzpZJ@3j@1dT@5 zbG{oQfm^o)Uj~x<=(U4ktWV|*a>iJ;8G=#0aNiVKecZR#qVo`VqY$=yJ{5xHI_{?+ z{vJO%rOouD^$%ljn2)z`54LTz3KfJr0L7Glk1$cv>mVznuGyg;e(kq>Fwqk-DVh8k~c}uwi(J-#8-_fYb8RZb!ZK?YvdOy4wac~}n zYrhGdNm#Vey4nwkOkFx44%6PSct5I`?nL6_l+TLN(e z_z=kgf(GuPABIV4@%9*Y!Ul@N^L=lGMsQb!|4NeK0CNT0_Z6?}Rz$Gs5Iz z`(~Dy-RvHbR7p+8PYXBxDvM|hP%zxRYfE>AMQIH+k|rGceg73HjEax;U)fcRzsO7g z(w076c$|sm869pcBt+1B_l&?PW+n8nvPduv{3Ex7F% zJ?PFq43!;0;VNVtFWsB7HaK5mAOS3aetziVDo_i;eNzX1O6di16#XXzW!y~DzmA;M z;aS$HWdUBRPo;lr7aoAu&>`P^e!;QwmN42eGcgFIx4z$%IjVRz(v>IWLQOvO3Fy0Z z-S`x2pw6Cm6!|r4_;beRugZ>`-d36Jp*=q;UgBb=qfkzSo zA9kYdk|q57CHNItX?S;=5+^caXI)9x((dkD{|(fXMa;{}Z(j~YJP?|qEA%{kB*F9x z?Vgt+JamB45#i9ZK9iAdV_cjYQta0Rc4rVOKeL2;=XY7VZ` z5{dg@{9XW`Mxh`GZ?d;p;DR0{#I89z$QjRb+I$kayX^&9H&o5=rs;}W#}M&Xaln_) z>|DQGa8c;2vXzLLPcEe9+i!8C>raC#1&<@DCs}NjLEoEP5Fa;n@4mRJ6Hb>YV4(NQ zty_j%@i1Z+He`qy2h$cYw6*42Awa8M0QRK`+PY?ACq`3H0v_iXXIT^Y`p=(e(NFaH zr}_v2=a4=r-XLe{s6Kd#U?(HMzmjC`jJ#GIAV|fV#h*{YSfBI99XrSufznL#!Cb28 zGWau4Jy=eeX8f?9)V11*P;>p(NzE|oNG{F;I;jn|tXv-2ODG?*WT;6hD%{5~MFw7t zRGS#uY_WpzGsn9A7Psf@H4---Zo_i2y0TfRLe3?<1dLIS^qTpa=JY ziQ$Z#V%f7>CR(N>*$(0w*!EjBy^?}`_g?O($e{I5Q~XYHO|xW9Kc={}LsI!J5K(4Y zVStHJ%`m+thG3WaKYtpl7R>F>TC19?;}2nP5WCn{;v&Ee^recGnEH}?nN$I)X5YuA zCJ=k)?9EID@3jG--r8XvSx3{J?%>^{H+M=P5Ph5jOaGbvXd9Oic2))v(o zbjO#RybZo>88AC?r3|wbX*mTn%S@yQF>s*VIR+zHvIovGaI?)iHc%Wq2eu|t|0Ws3>mg^LBAB4n`hMZ;N0}TffvVVRcY-X3nR59#AwDdu(VFR| zf@a6^-m3wdf0HEvjU)k~a~39_zwBIZ6)gRxr@X3NeH6!?)Cl&wc#guH6jdq4i?&+#8(pYo3xX?x-~}fw1D-4!-K3(B+<+b%CrFf(uDWp`Po~(uLB4vnrL*{p12lQXp8Oyt zw<^xBYAApEx))^{Eag9@Db9V%pfn#}Ex{6Bf|I5M96KhhXVARFZAXiTD7RaVIt5|# zAeavs&U&6+RFeSeD;R=!k+2Z>B0+JR(Li2VOx=YKt@+DxGz=`Imc3nt;hm~>bjMar z(3V@)A0ZP~>S1S#yoMpK3vVm(b`QjWVC?U}m|vEOzc>tS(L#K@(!U9GT?ya1uJ-a+ zw^Ss6=_vkoW_mB3kj~i!Dl}eKPL&8x>f5(uW&o=BBhmh>R{q$w3p3KCrf--992HRaQujId3WTr3nW3s_z5dzG_?t(8<-j zy<&U6Nmo7u-y0FN6c^a((13H6)NYrz%Gt-)3|Es_<8*lNMYKb$A{V%`ZoBc1Rx%ql zcjgK;3MXT-m`xXUIyC93aQzJx|lix(cM9LHO<$VX@ptz!5MvQ zW0E5+?m&g6z?RNj(>Wd(HyseG>{&s=`r}0qu_gXamo$Kb37GI-B+)TlG4#N z_Px2(xujuWuOt(~h0i6j{rx&!uqV1Xgn)Q!G{LS+JKRqq)X@ea<<>SKg+`E4@i5^A zC3Ui}pJ1#iL&ObNEASm0xdVg zZ~t8t#1(P5g>~~ZD-!sLNE2mekrh`f`stP81sMYauaRr-vt^IsXK6q_d-wNDL=rt) z7UtxMGO&aB%)Fz!HD;ql^UN@XB>fI-TdX86Z5s*5a>5nB$^Rmuh3wT84BaGxv_D10 z)hG#wa(|g|Tt(iheSc@tG25kK-mYf`V28qfVokvLT)@Tpk^05rD`Px4-4B0nd=hN9 zbNwi$-*=V8b4(K2)_5>3o<3pkSmBDduUpMc6*;zPhxcOPD9+?j@K7th$N)Y16?oGs z_edlpimb0-5|gK>B`|=EoB{txRc;6T+_{c?vVT0cukTawiGZ8vw<|f-$%bK-)jk3| zsY|bf0Qjrq2F824n>NH%AQih*ci>kLE&XkOpU&=-MY!nJUntbD`0kV`<{L9Rve( z=+DIigInnaA6hzJ&c%m%1L@T49&CB=BuLrJ)zRDTF@@je+%>Xg$?XmGg7=!!7Xbor zdn{MOc`RUXW$|RQuDNLQY?XnS(co9n!2#wkJK$vIW+=CqlE1RGh&AfPI=_*%#fOKn&X zMmYd1FDxje(OGHoa%}R2WTxw>8LpJ?;YE+=@F*yK8O~bgbHs$xU)MqX4Hkarfe$fa zkMZ)k+yqVSd_`vI>fyG6M?E%=9(P6GuD9YwsMESQDSY}b)W3Qy4sxD4x9bW4KJrOW z&{l!1yPr9oFWWUDy6-FH9mOz;&C*@>%lXedpj;@p{?i$OW~xbmcANU*h-{dk1uqhX zI`;~$ZvFL_QF5)$4Rzku#>!JBevH;RPLb*yGOka0$Z2fhd-h#)+u+si)b5t*^-Mdi z>9QC^mj$jmeOU3+LBG;a7)8e8&M_@T^!XBu-_zOZcRNJ%-sZs=E*gzh_7t-{iQ;pq2mj3ukAdqw9TCPmGEWr*=NXB(}=VS3y|u z$lfvT^g92*w1B@}G9BF9{qF5GU<_%+IhX}B#)|rKGtirf(M2LYrt&VvJP}KSeQdVxn;jKIddtoUyKzei>c!T&WfBZGNN_7b|P%ud;thY~Z~qWtqK;l9PDceeJQ z{@I$CxD2~I^P+7WlxFMb**B^(H+^A2Ob|SqPGnA6J^RcZtAm>Hi2bafS)fQPXg7QD`HHP0VW zQ#8quE;*O|6!HCs;`5mg`Zw?dt1#Qr0g4F=qrPt#L5XJr+V&O6?(pBxiNFW_lVs<3 z&rQgHh;cC~AeNI-wXF{u4_90F{htc%zRmwtQcAnxWOqW_U)1c75DbxxgI;)p^UzVv4}0S>;yd3Qbr&1=ztz5^1Sy2hDgwkyBIn&Dqz`_W9|>dxJ~(S%lC;D6yNYf# zTM}{Mq3lmX-lFP#5-%6xo5|~@G(26kQ?^)vPG9;iI^W3}Ha^!YG>e!oJx|Wdj!8Q- zh{x)QCU7$lS*vZyf-!w#=bF@6CM`jq{sKWOsbl+fM@Nj(BMuuX$aY{!%zJfjLwVw?ypfhU4K-XagoY6`Gpv19Ty-|QEnn5{KyA=MJ* z0@?l0PKJ_f_a&6S%2WinUrqTe@@GF8tVF3aYJ0+)y54j~dYplxa2MHYIwqjV$5+J) z5qTpiWIucT9TJ$K))@%v+Be#(+OvCcfWXbovja1oS*Z}tzGn1M+LX3FK)7TYj+f+9 z&qIFAY4RoDHKNNk66NKZwhAivV^+=o3cVo~M8DkP*48n`7y3N6nV$f0-fvt$CekwU zKG*K@$$(xUF6!WVh@zdYnd*p%D(VqEy^RlIPYy1t;qEJ~B&H(?t6EU5@aZm%R?vZc zb87AQcP=Jx0uGHip)3ZdzAm`q=DCo}JMyfbQjt_jjj77%FwhKf!l_*y`2?|kCqPAT z=A>cmLwfJxuzceXef3-oKi~Gf%KFk2K+krv0}rbXV;#EU3@Wg8CRdUt{-|f&!#fhB z!R&7GBZuO0+ts;$9vdIYdl2JHI7lvDm2Lhg7XAHoJtLP91(EAdW^p5{oPk?m9sKoq zP-J~nV)tk_>Z!9uXe^!j=1B?ZxXn)tY-x4T+jK)WZ@W22@1!qX?-nTO@3zoJsV!q4 zg)EJswI7~>c8I?*d5#;VHGHRdUr3eovH-=dH;&6^bo!6@6&h-0I6ZIYq_;?VLsz)r zIyRxM-$23;GuLsS8tq(Z)y#$*ZRy^1ab5`)U8rwmrdfX<;@Tck|FfCGd2+0A!GN}4 z!B%vRy+Zvi7unRg$q$FHU5J{Ha&+WpSoLj*p_>eNpm!>KV2jtTs0Z!nu7m~SwxXkl zzk0nR=PERix%>}t)KM)0f-`M*Wk;sU#vC-J$K7T}5RjQ&!!)T)zw6x!ON|DVuz8}2 z3Y-N7e(%4(GS_Y;4uoqM)4w)=efA-U`9fJ6%r_Z;y1t}gwm$C3RZ#2R{8P>V|G`ud zxR;WG%Q0~&thST?UJidIdP@ns@)TWe#@Z@(Gb~l5+Pe`_tWFJ}vJ|4DtCg2JnYKEko<4&Woy4usVVp@(b{4Y%gzY zWPoYb4mewLS;z-EG1-f!n9NtHIC?f&Q9xK?#g?Nh$$sX%aSxFqFh3FYk;*r+t}VCv zqUKi>W=((6*S4OMMZsN|YyV5TrW0y&FJIg*%6K6vqJx_YR!R55&wpzp<^}KJ(u(Hr z>wk_?*qzYSw$#2GL4>}>X@RV=H{iYFU*c7Ge6$LD5TuYlofo;{(!$QQxiQiU{#upg z%p~rd6wqu3u?1@_Y&!J=en77Gz?_J?q$4bmVqE(g-r&5c`C(?T92$}y{M)d_*yu0_ zTva@YRd#$#nZd#*nh+Rd%wD!~ls9`#f0V+7LP#gu*Q{$R+1d=#ZMG)bT^VAe?#$cj zO3CabKX-fjc(PFwpMf9i9hsy*-H4CJ^ZGtV_uDD`NN@VcyGWpVAQ9-MfY0!?Z96vS zGKa;89`$wr5TA!th3d%tqDLb23deSGs8A9Tz<&h_L41U{ZRw97z1uz+TLK3k{7TTi z$X31l@45ZnO4e#hR?(0VtqT#4(p^YPwbxStR2bajw$TVUKitHLi`_^UJ+%P~&jYIo zQ_SNc4KOX;QI7Z8W^AxT{-hmZdni*XaT?K)ezG&jsv(F>YT%O>i+qkO0&^Zz$v_Pk zUe~@j&6L5BLar1h(&GcB8?kQq!ro-2Q@A^hRcul@6k4+nZ$(mZ=FVU)Fb&O#h8M3Nxf+ec7f$!$J zkd68%(|Q{H+YLs%omVlN?8Cxfj)>_ysdYP0YrbZm1Wn)>_{G^GVNHV~orNClx2p6f z;fFKXiB9`ZI}gbAyDyL&nV;|t_a?XU2P^{$y43l`2rJ8@_Y?a&X-8DU5BjM zLZl-d-6tMzMg=b_*d8M6QdI~eosyger3Ku!lh3%U!cZ<7#_%7*^#@h`7yQ6ISsz12 zaDUH!$N4g%Kck1_kQn7g2C-Oo|5X44*2LP(N&k8vW>Wk6{=HG}gOawcvN&M(M%`tm zx@}(O{OV#{y!FOSQL&AzBos5~+pA&nIH>%~Z3}n8)6_XKOg!=-wMIrwRi|mIcJkcyZ+7R#KrdR^uYn#e)O5J3iDS(`kpafp`(w^a zX$9Eg)_+~FS2NmdeJwFiYr}Qql`c>%+k2QK2=F*3e?hA@*ZIl*ga*l!K@HD7LEbls z>Zh&5U5<#H)yF7i?_-pLpIS3|S3K#Lm!XmH2RfI7Xes|6Vu$tR6k}*@iutEfYlXo% zh$L+s5`IbS?j}w?kT0)7e7^}5IUf~fKsiX-6Uz{?m{Xblp~wm&pxWV&co`2qh*i&b z8X!fYN)W17)8-WxtQ(l)RRo!IRhv3S5v-z%?4GS9wJJ#pM_ioS5$?7iwqcbyz^vodtk?08C+I0FOH^ z_I*}{=rJ~JK{iP6Mb$i8d4!zjEWM@QO31(-$@5O(@ zlr+1#S02t)Ab^HQLUkZdA+#-h5;<>@zo-TYHtbpR33AAd(x3^wWDA5RbK2>-b?7AG z^O2+VnOF+=0VPTu6)3ZZ$PCR&N{+DKXZc+71lsT#>*GT_KiJXeNYgTr|NC-pY<%j| zocBJgA7jf>h?GhA(S2iI(MEJJChLZm2eX%oDy!@@bq2N+^UWd=aduG{&px6}BDfO= z;9&p><>olsjrUpBa$7-H$Eml@a4CxJoT5h$n;Ub9u zq|3?R(iv&}&S#eY@Z9mZFske4;1dbXLeQPLV8(AOE_s%5-CizV_ z&i?abhukC-RcKxo zenyVg6c}hK5$;Rjw2^v6)U83k_gdrL=N5@*AEsG9Dfqo2=eboRs?puBxqCr?gdyrd zpB%loYn!s6E%){LFV<3$u*)F^v=uK+s5h#5iqD#Y@bdPO>#wjFgY|W?EG=A;U#bW-re)JL>5eqcm*IbaJU?4%#Yg7k3S)BoK4 z6F@yOGxvcG5cQPL5&Dzr=FXTN|LmBk7~*kM2t=o__)M|}Vd?#beIpK(u)%T&Kt2iV zX7~T>*0Z#DV6Yx-h66FDRXSNA;HLU${$6-&(64u?u+>@d#=7$pT4^o@HFd9_DcD?7 zuP1!rTVDAGK@^b}1c&hpax!UA@hkCW1QT0aB2YOW|yYHfoFUet1{|0CJ zru#$5z-5&eD)?fHL^1BN1>VV&;f?mjt;PnXmMiNExz1SNCD}nP((uf-(JpEnS}Y5z z*y>7-Ny4aA5KQZYyoI=U3DsMKVH1A{??mwZ_=n{Sdh#VYAy$voL+O!>)r*Sc3)I8O z6nFEt5O6R&**GeP=EE-t#G>w#>qqqbUaE_aYzdR|`B2 z!_`N>R!IW82lmOcjNty|xUl#YN@Sm~JYg_%MmL;xOS@})n5wR?#N5Z!TxGT=N!GWU z;3Q{n$Y%4_mz%}@@>}DCJo~_evze<@8&7AA7KR#(#7>Prb&pMyoYK>`<-^|U3-)=n z!n{&VP)A|Oafbtaoy`g=rZd~l?);JsEqiYNxw^cyxxCzfE`_KQj!G3KE;mmG-K%1#SbA@mxk)?5#p}(M#4|X z#kFS+IktvdCCDkvzL-fQjgg; zkh?MP!zf=1q+auOBORJ$%~y-eC5p43X~FA?86l3zB;%*G7xBX*{+&n+Y;Aojgp8#S zI3oO6o+6g&lSmh(N*2^GBG1$7yQ(g=m)0dfwsL=O(J$iF#(_a_=4NM2h?5zXtb6yG zn)v!|N`n29AEgcf{b&^K^o#+Q^Aub+wX?*WNB+8H#%-tJ@$=IEKM6ZEj^DAt;Ru`KD1{h`2f^<<(LDa!1aYPMypZ(QiFJpWjHCtYQ4YVIE~* zBeVH(&6Fo!2zh}4T+a2Z5d1O*y)%kl3c*}rjKDa)I# za_SRr1a@PkfcQJKSSTqq*NsSnsd3M3q^M;q2=;zq3T(^^`Yjk|F$-ldeng@ScwKik zK}kZzkY<*FKjyE4Nxm8U#|MlGrZ55W6WuaDhgNrWE-4sTtnxpTBYY*Wu`l&I6HE1J zfa;S5yX)(N%E65DTkf5*ciXf}!FR;Z$%=`bT{12xP_Ha}i+IIvZi@NiYAK2|F8q!I z)7?rT0zD#s24ifG=ppm*H{QO{jDU7rugKsP=|J0L@=C+sS))9;Q(>bt-tOEyE>8r4 zdQv^3#kukghjQxQ#I1Y1-i(p4&{ioU9KT#8N&)jq&ERYt%IDC^F^{Wh?4aM-LbnL53J{xAW;hV=0_iRck}|&ksrY?Ugm|=V|s2GbKb~^9)Cu%e>er{v_xk~ z;LHC?vZKTHYffCz*Fr+gnULb1{9%wvr>?Fw5dZ&OPeGxjp`W!lmxpn#sx8SBGKRGyiJNtOV2rgD`5HB4!#*~HL9NcmJc8?AlT`~{J-@u=N z+`uvjDzm)wl_3p5R(isOgA-k(`v3EJ8p8_$HHIqC>Sz zLeipej1K356a&uyp07Hy!_mzX+RiZ1TVJ2g68_{=r1dq1}Zq2aj zob8a*5ZMSF7YM*IEyYQBKk#k?+=9+%@~MyHRS2R0v=~p9_10Dilr;xUu4pSck+ul)_t6Rxy|Zu zE+WOhu(k-&h@0?A8IpkIi2h0uc--qsH;=>T&3JB_ufjF9H-K_r}x98{L% zul5hr`w6t=RG0F@3&PC7XafNC1_N)ugJRa-M}tx{H%~CaNY8_vYr>$aEAW6u*_fy^+ zy5R#f3cSwHd(LqGy5x7S6@YDfuGU9fHVE%8vh183NxmXekx8d8+}*;YbzK9TBrRy} zr0bjy3r<$OVINVpRg8#v&(3ZpftVYxCosT2kS8`Mu$0N}!jgW`2Y=3x%T2i=MAg}A z{o5M6xe`h`ubMyZ=Mk}pxG;YD$&+95>L8l6U@X^l`NlI9mxL)wM;P0j@ zFq#+tnkDg>Pd6LjEqsTz%cm2Xab%0=(n)EO)<1^DcW}i2PB)Zm0xFSt+l?aFmwqOh z8nLAIb$v~ylgpJIdXBVY14kaE&PrJ*kZ0yh7h7#VxEJcPn=)IgWmoQ%9hqA(669Fc zFg4M#6=54TXQW!L=&T~O3SH+OwwCJ+ap+cvuibhQ&cxf9zIT$Q4o zCiRwc`=H9K-ViTljt5f1g%E|cuVP9@jO6}tCfRP@Me&@25IfLPg!kF)1B zSVku}QjS8~QbMsW#PIayS-t6+ZIo|d)bkq_ojBqFEnl+}^yOYe zj@Lw<4R2KD6?;AXNz$#Nh%8zmq%BYbPU!6r@RKM;eJifm9GGJRlA4V>dd$jxvl+bc2>f53hex7(?B6E)F9`^g&pk(0)F@1)YN3IhXmVCt$06{ z=JL&u!~M$(!GoS{53~@;H}9y&_=SGmNRLO`{1r6hb_p^g-`Ws+;3!~~<$EoeedS%rZ9nA+S0mR)QpLc-A-M$8;eY^`O$DUX))@!M1Cf;Wxu`E7) zO}~Kxc!OPRSNyq&-nOke;?Ah^KpG3=VC&Dk$*!UB=J4oJ4*kBT&*~oQj2QW|_8|u3 zp2x}so#}M9>x(8_INlTZx#F=M(@B;@d@gdd)V;wQfjmI+dnsUpeVzB{{*t#$iyPC| zhrWCC^B(%wG;t{r#GMIrSSijP#A$7zdmo~0RYiY@6=f;|r_GNm4Va53DEUx}u`wdiCw)~c_ zhh~I>+KeSrTOaRjMhaO}`7VtZzNg=2NHsq%d6v;8kBkSNeJ9>nq$+6{jW-EYapV7V z%t>^F+C;OO@{@0`^oR+5pG5=`JJi(DsEGd8ef>s2Zg8yGd@+kTq>dr{ajrW~u_#35 ze{JevMDqQP(;X6`)Y0|yCq9v#H82&AV0xNHTvlBb39X*|EABaVceasxx39j+=1UH7 z2=k92apboOjkexb*H}82vY?|~cX-u$;GLn%XEr-#EESS>>{9E9`_G^|hIupSY=dki z0L*^!a%EcW4YZLBXjTlBfqhqKaz^LQaGvdogd2*2Q%q9YlLXT8Fu+=fw36&j%ZM{hg;R7yNRmk4D~|6laRd)7egn4>Oq8Wh{0jw*SS zROrq+bJ-2|2l_X9Bh5A-Ol;}fJnZ2BnViv_CH*Sfj7bV~y1<=rd;MWVPgcSI%i(*g ze9v>6)!yg6GR3YQi)su%>_&ji(b(QNEo+o|t1Bj5{g+3mtw!@H<2M$HYFC|AqZP+~ zUAyAq0r|~|ky0+Z1Dun5rT)j9m^pZO&0^x4O#jbP5HIO(PX&`c8|wk2KyHd|=>{CT zxi>h#Cd%;3k6bM^S3-z3FXuOr1KG&#%uW}3rkDa16?KJ{JO~f#@CbH^+qcv5N?9G{ z9gAg;K3we=OY292!^(g4ILu@|QriRT-Vt)aes3oTV#6 z1=4G>$?(Qs#AW_-aQz8yzE*vDc<3?Dxj|6(?-*#2)j` zAu^X-E(Ny6Vg*hEM`YqYKP;jafR1p`j~_ZM)9&**!P%`Z+k%xTd9axXkfg&c;HX##dN=uO9Ds=0fwV2@N0}v6qxevcyLSK zfM-Q;>D0Nwux;KsZB%V#zz17qKw1xh#q6$S zLbg;aKHH3n-9dgYJ`peStWnl{*m^^!i?|}GcgF!ac6;dO*~k}E*|cS(HWohIX`N$a z*5I6*%Z`XwR@EJKZOR~cuFIcp(>R<)BmPLz)67q1tm#VG3iBL6G)m{$>EQbB9&)!0 z^z_F9MVc2BY_BBHTbn3D`@R9yj&ah_GK@x98@i`8f5I!Z8lxm6Y1WSsq6q(V{qBhV zd&;xY#+XrO-hla$@3?;Y*mj8H2MUGiC3GBFC_%T3p8@lD_zHw(V2Ps8lFgPMc`vOdmfFMzQ3 z-L9hf1G*Pt<-ctB@ly%}F<4P0;-GlyV{U6Di7?gpnLc>|h^{=0EysFR3F(lFI?d_Z zBQv`PdXN@imAq=n*bY{8j14y&+<#ap4g8cVTIEr4w~A>tu8dGoHet@;QWgeyKqcP zkUoVh_f(XJ+6R=zx`RBjtGyMT&d$Sl+Yl4Lsy#i-*YdxF#vtD!qIS|`=J80}_DDoS zmqonVNJpFgR7)Ljr=$sB1N(>1Twxntv1YvA73Tq*X!j}~>ZKT_GwTo9&@ZrRt@gT| zzT3_%ZQ4zJ`j1~y)fW)(#*+gpW0i$Sa)F%{V!%R-$mX^<*LYw`+eoOULbOs#3)Tpo zxO;q*8?Q6aP(HiR4+0?c>-uVim z^>4XyRJJmp*vnoCecXU~aQ-=mXZ<0F~R+6gVb50a4sZmE(t( zJ@RK~F#%|og)$8?rCp;rT+-p8YjZ!g;nC zk^yq4_HR92YZ10P43n$_&M(U?$ZejuKctb%FhxC7IiT7n`Br^ncge|s54*sBk{q31 z=%AuQ4zI-1(oRhYaH4ybJrNl=9Pol(UP-$>2hYTWiuwVQm!mr}Y%i%8QF37O?n%mt zw%XU{c`U7D5gZ4YfN1{j-EDBgpW9Ch$ZRicc-4FQSnQmz#_L#7Qvu%an?)gRbk?0S z%>HgBO|%-wg!bpQ@`+u;zaAllIGga-(PLcr7P0un&9J}|z}nWiyK%62NzSe6KRZuq zXe&{6X_-a~uKehZnvlc&xUl~$Pqc#QpD294uMGdi7C6rF-h%_zwdes@*wsOw|L6>` za6PUNzwKFiBb20-c4MMM?|fkslk1iYnVYC%C-41Hm;KY#we@f;eQ37MpwyaB*v1(F zfWL_sP8{v1|NgE$hVRPF@kRzdE)nwLw4&j0pJe}Ps1CfD0B-Lt}-azB1U@-XpG@;Wt zFMv*u_+T{iP4TA#6n}*`#XoV7kAUzkejW6?cpD3%1=Vi8HoZH&rLXZ%`hQLXJgD{- z@m%gyL{ekV(tL_t6D>)sau@Y{PCwO0o+ok!vrRcKLosLkT0e zR|0Wb#S^Bm`Gi~h+tb1S2xb?jVE{{z$du%_MCtURsw-&|vA&UYSYKOLp`QA?o(DOc zeG)Q#5DjqHoG{ul#VIaE`ppO9Wc@V_IO(BXP~{jx%ckac-n8!YOx|cdT>rhUYokyiP66rF_@Nf#mI!iD7M5!Yr(l1+;kz| zZLNFfSw`L|Yx8@c3&)-qE*&7J)IBkc_FBc^d0|B2lz0DT=nO01ZkJ864}1WfOSV@* zC2)jD$0AHr5}gw^8AMmKG}0t~H=s z&{316Xo+w?!F6Z~CQ#xpu0GShC#kBc#u=|6gcI}E@IoN(Q9fGkC*MmA?`=5QjW3<< zuBLcqDTvjHR=SupS0BQZ;>Fp#tcxEH)A-w2ZKLk>Ue{w|2!WgY&Ql93ZSb+1!GTnK zj5`?mV`*W=YUFkGXpw3s4teR`#!sD1h&Y*^cy=ph_X&$UkH=2l2edw~M>-#Yxadi2 z9keWSN5T}+Lds|_6ceq|kKGK01OJ?XpilJYtcWy^^vilmi zp9$Ies_H52Up?>?SGULW&Oe225TDymHUFLYh;|c?ie6!bzL!nA@J{dA)=!l|u%j_X zx6y+|(klb~bt=ngNRBB>h1ltt1})}%)|}(YyVhovNXK$%UHI-*P?+o$8Sx-*9-}8h zZs}Xb&w-9XQ6Zpi9EC1${vTvBoNdFI#^rJt>4EDh{ETqK(1k&bX6Nhvz)rQ|QXmq) z_>%5=UkI}3GJT0W!C^Oq1ENo!7cx6x#yNM*5n?ZU=KSNe2%=EVl;ETAw zL`_u2R#%65zH}Hkz+mxFi#svkjIN$c(w}WMw@?f#<<)@t2r5PwNBiEhvZgF8lAn@8 zIXdFI#hl=>08m`1>T7*);mk4x5EwA(;DLoI}atLbQ^Jf_+Px%RhyR3@vz71sFYUAseWcrq> z8|hz89Fk!^J$i;{-qKHQHSXO^nt#nc^{7Qm8XL+#F`JX=XW779RWZ;3oTozn`^nQz zs($}V29U~WwIPGm!%UeXLfH!0RP+^we2BzhQf)G(h-_vqRG`Jy4&I_%0q8F))gOh@ zA3mFkmWDj*8W<4un^4Y3H)-&p;%H7Q_#inx^hV5(N6X`8L~_@htTTpUI&!gOV1!Q& z1BHGuJZw_}>)fntZS0x{?S8rVGT;`+soR|7B0}LQ2neJ*X9P%5f)O7CaHARcn0tYB zUBG_6&ynOHP=Nj(G@#wQW1U)4b2~4pG2xB8gN8k+5PHLYhg90YlYasakKj!gcjj0? z;f#KHu*5U?e~%F3JBK3UF=abDDSo|}xa)^fHD}k%a95`UG>PAGB8oL?Ota;-Yo~Je zzPa)elm zNepCHI_Tp4Nc6vr3EKB`$$bS=aGY?CAHp*~k4o~kBs)%|1&Sra`*~JdawT2`l)}UU zahVSTX&a{nnZBr*=|P?fO;wjSK`q#Iad?{g`eb+^5JSJ3EAJ!Q@Ls@0zr()rJcsR| zWtHe1x8@EQ(dh3yl0Xd#^k-zvVbRvCrYNL z4>v*3c+{(}wo!Q+I@Rs;R5#vcC^vw7GxbuZ^JZgz}S3feJwi6rE zcj2N2>Yy#&6nDLk#=GqO=_6@wRFA)9oMqUo0IeCCJYG!ixSDL&MOsHgUqa z2J)@6u@BB~r``d=cGhQ{K}FChM1O$^j##C{XIx6ARVi$E5QwTFMy z4@$uwgs@#PeP6GQ`L6T(NuncdvCI7f&6*&LHC0iNJO)B$IEIyh9 zsAT1VZ&b24DYWH?|Duwm1K}+|&F7v!Fnh21_G#&6cUhw;-4oc2z6WdlTLq^mQynUp z;ruXtifcaHUmjpZUIa6sPM$_YQinSh{|{Sl85UQxY>UPdJV5XOAq2PJ4grF@2M_M< z+PJ%W6ST3$-642@;O=gXI}LY{ea`#dzTf?^e$s1AX3d&4Mvbb{_?99I^itFV+JsFR zEcm3ZsLltz2ca6yU#N@+x-`qJaMtVm9O#bP_KPLY>8Zf%@ zWi~L!a{B=lyTbSfrNygPksCju;0_fBZMMkUlyqE&DDHQtFTCtc{beowcgozK)t`!( zzf6yblv>(8TuF@|tz`UnORbYN-Sh=Qy6EUs$#uy7^N1Xvwbp+oS#D@4odaEvg&Ppw zH9DZlOYByBPjDc9>qPiFl@RBB{EzarsZXny!WOsN&)A6Cg06kLNDCFw9qu_E<~%;U zwaW8G1qb4|XO0Fq07DWybl`#KNg+zcKTSGqwZw>xRMkKvTBW`>#EOn28E3`sl&|E0 zs?_Z*piBd();ryFsWy?(|F`s8quea$_usp597GAuU$;M_{`?LuI}uX;$ z^KqN=x7Lzh1sD|d9FuL$<}{9YfS2c??GpB~Jft#e{rZaDv=L`9{Dq;l0TLvbSMiG35l zNL_5FNGi`TQXVeFGBaax`9mq`)ZBHC%DN|ORb(UD_l9Q`5{lI_NSh5zjG&jLosz%k zG|9*e>hy0{F_GQtvIG3}y-aXjQZxfHCC8n^h(Rji(u%?1<@OqAD3fPVbWc!GQU>pp zV}xHDsAEyc%V>CM4f@H+oG1iOK-1Qp9k#2TR-)6U|7VNIB&?RmVCr6qi`SljP^Q5p zH=(BOzT+YC>a-uTj_G=|1NkVqZwBn_Yxp)U|I6r2L$AwbCQ&no#itB3c*k#P71|S^ z;amOdvbIrh$IGLQ9Ak#{_V}BUIHL;%`D9e?R^}aL36d?uh(49P$FrjRpxs`D#LBKz zaXS6?U{TEg0oxHPea&m;9xVIv{nZ7Y9mjWwjtMTcu1HEwhbku*HREMvDAre+!OB2J z=Y0VcJj-gf{|d8C(Q!o)xnV6A^Qif=$#@NB%iU79qN>J?{uH*V0M%(xKQF`i`c~>v z`q(oQNeVB~=O}4YSseDsCNq?Y>4fg(WJiXQ+K%c|_B9S}(^;;E9<>(IB)aoncKZ`~ zF*FdD=~C&I1y2hpuCtMsZ)3@hx z19NQg_sz90_zJx$BySDd6@-l55%25t87#D7mjS&yjx zi{=`t>O@>-Ql`0G?c_$vHS-_&b|0O&6jP)gJ?##*doLYRB=|TXZbcl5YT^{Va720Z zgxmhyT0dY?cAu3M`20)V8%`Yg>V4x|9&l$?Kia4;TEop?&tFH6SCXwTwPrz68qE&O z7VOcrVw?tUk>$J6CfB2fvT{C7-z0`JJE)!-yH6TF+sQoAUvmTWvdES&w&4;h!%b0! zv-~U1=3i1PWaglJ{-tkGmy!H)0|YPIy0$mjU7!^w#1wHN0r3jsIS+C!s_E*m{G9tJYK*e7BcqN=b8_{*m6MR9rFm+INp<+@qSEQWpP|<| zk&<(}6*d!}SI$dF0m<~js7aTi<`FOjOR4VxqbKj87WinRw#kum;T5pDoBrQNl?pZD zSRYlpYJSUR_cl2hc`lFC2vXgN$}M*Vp+%A$Rj|932GBst@OmS_Hz#-YfA59_wLfxu zJ3+G^rr$E0L_YcrXFUi$WJrOEe$hazjjp|k-{CT)8{; zSUe{Jt^JF$;yFY-)#B3rpxg=={aWlfmawenhx{t8_D4KDcHNer$nE;TY96)O@vB=} zj)E8&EWz%fN#M-S5GVpWyElB9%lG30j#)+SvpzHnllD~yX zL@486@LtUn??a;m<)2Sf?8yW2nZ(WXScNB{%(*!;h3*9^dnAh_g_L0Ks6Y0B=dI6c z8W_rbigW#02$q(ccY#)Oo2ftEw7Q7I<7lf1T!-P5lBQ0};EyjgpO`RPY4LIxwpq)v#lZb7V+uuHh``SE zz-#L^u$$mPmT7uG)I?YNVJf7^iw|a8Anmjg~}3oIC9g1rD%_Ko0p&NpxME#K%whjo8y!FsZYHOGvme( zpqk=6hDCua1A&NNvD}kK$tyypcgc~tc5JkC>fAZboo;KCblk1<+*R`Z6LKl(?NyDg6%pB&16YP z&heMsJ~ZFKs?=dbzCRpt-<1Vaa0XWg%;=fDpJm$kzokqfeB~F zM33}N%H8+Bn@k+j8h}BJmHb#+bYE9C4Yz&VEx(I4AU?d@y(p~1EM=C}n3}XzdmuGF4vL+7Emvwtk?GM)!Ty_Qzuk*bO^iEUEEGdfb24kqYr8kO zY8FI^NyZbnN74JB*~FjJVJ_*}G)+ywS4UHy%En)`u?2f}`07yzq&Y2it4@M@i*zyGu7P=G5pTc5% zg<5OCeQUFi+^Pgs1k-TU=GxD@P4Fvr}gjFK!x|gW& zq*wmN8w01B^HTMLJSYzlR>y4P_>jAr9_vfNmknp^Y%p3I@exjC|K-tK{P z`~?<6oxI{m>5tk+ID=IrNevPbeOA5a@E}}N*mtC`p8J*e@Nbhl)aRO!Q{9F9g$4$c z-$myeF1E(_*#Rx4|9fMVJpta_vzBleao<8r+34Y_d^m1fFlVvT`?hUL_p3u=`0d3# zmn$^`Kb(o3mp|;!u;2C0uu`iGx#Q>` z*WCPV`CuRKXgTVeL;>oicV8fn+)WQ;4W7*sJx*B5l-$xp6}soPSc%zSJLj|Sdv+~v zsHGwsBQIMSp|P>A9m!Uo@g4C5>e08`oqY>!OdOqblH6$*z~%19I%-4YZJal;O}T3| zA%iqUy#ijJ1=Gd=-tN#3mU1I6s^gDgjQQQ;pD-UyKRnXG*-f&zV_wj)XoxvBoucSM zf5EVQA1q-hi?B-;n-p=iUB)ToCO=qA*|;k6WN?3|TTdaRxpn3_4Xn9HPv+JsE`g0B zJ>V8V8g@Yq0q%mNK-uKttPf-#Hf?oI1!+x?-<9-wXWc?$F)FcE;gjzsCSFyW)s!Q< zsDQLGLD>1-FXG4v`bJbCSOvClM<{wK5QM(79R}CvnU_Le`R}=s2UZGvFe>-c?zeZTL&Omi1P{+! zrMo_X-#y(kz4aVAgHt>hs1z}=M~!sUA0%sYbQ+&GNs|;sh@5Zc5swjWOY@{%QV`IY zDzUyfHvCS}yx`DNqeq3n3GzD>`Vw;m4; zrqrf?`ag}xI|*nF8ZJ?Qnc4DC{Q`Nrv&bW(pGk;msi&v_$>ORg4AOzOqN-tli?c(c zatWF#TwV@Tf0JW7JjnmMFT7^>Mt)WGZ~KS6bOtIiI)o#Jpd1snk_>k}bC6&0?3n&w>HM9gNCC_Crh8h0%7;yHc|Hqb<8~vJb8o18js5Js9TSfy>mU;5J4MfHwo`nM z#RtMG~PD&Qz6^R2r=%ZR!U; zkuiIo{mL~b0t>?8*c!=hh8~$XQ43rtXr}@Tl`+Lg9y|a&0G!=4Hn-h|l7xG36i_2Z zx?Ixc9Y+~-wQ>f-q*P%}%tVuOu(VbUF`jRd)xEzeYSp1$a4L>4GCU6J>CYDQ6ziwW z4Tn-|LsP&BReP=@rqw;nrhG^NSOXt7HUr=p>6&6iH& z0#&FgPu?6=^lJ@p5N%hP-+(PH%sVW38*R3SlE%L{6UHSGk&n~_Qu1GpP^0dOfVeM? z=+mNGi@t^=jj3>KFQb}2f`x9?42@UdH}8$b7|iAavgzxZ5P3A*xTJ0>IC7mW$`V|~ zaDcu09YE8SWo0<%Og#3u*j*yY*pw)sJN4Yl^N}#~mUXn|d;DARVl0frebFSdlds`? zFhG`=j*7F%RmP+4pK<4hZzuYbP*ofOOYP)g&v7E$z+!S=clYYU?P_K5Uwf>*rrF>9 zZx9i&_NGR6#?+w7PuW#Xi2-_uhSTYIiJ+CcF-KP!7aKiT;sT1scoL9*aHpSVo>D(y zcofvakE2>zufghT#$_z2+-kI$nfp4|+z5IcvRd<3<;fe*GfEQy;$frem9KyN0{v9+ z?pfpnBXu$f_45jHsr`fIcPABv=zOa*Duh~A>dnrzIZZCO(tN0?#cz?2YmU`3+=z|!F`nnoPBfgVjNXy{bADMC(YqWx(3_x(S-EpImr-ZoHNp z`**v$m9%#nx13r{{DMLAnHzgVekSAYU%*6GeMo54PNgn|6_soAjQ7^CH`rw}eQT3% z#Y(*e7J)Y4{6!mt%EwTH0xN!$JY?u|7Mi1H#0FM2!%>m-p>z4~w>?70h&%3z+2s!K zr}ppk%*SVyfsTem0XhXZM^o&Y1@bg9GDKLwx6msa^7G`dh7s=9Ro$4d1%xu7PnwU` ziX(Sqf^>VU`qsBq`6-SnjCY6~_iSZ_@iR~Uz6cPqM}d%YOB2_u;%rh=3Tx2rE~FoG z2RIRw1=i}x+32f^_rEH{4h`hbZu5Ct&T1MqJGv=+agUf9hol2U;S{33gzbm)p*+-G z%#BgVBRkqmJUQQgAcy*=r$ve=xoIJg!ui2UKp9HH} z#)DK8#|gRW3y^>mZSy5wXjxnFggw@-HQZRIqeBRhwRqn3ny*FMr7uDBrDsbYT{#y6 z2AM=p*3mv6x!)^E_LEV5cEXe~1&2LW%-;bB$E^Q(@ zUtQ0qiJJ4eN4)zJvV!BSJA*?hudGFuIatvqeT%MA<`@0bWs8ybifIzA`jo*42cN|9JG~Ng>I9&a06i077uC%ByfQWlAWs_=Y9){7j^^YhYh{ zwMOL;c`t8M&(X7DOW?lX%^y6()gjisb2>N_JF@XYa1N1t3-)DTWw0a}_MHH(nMbDo zqvidP_43#iqOxq$QLIjJ3J?^)8w7QSd0uLZa9=H(lakLVuaE!;@lI?SU>u+fFfuKG zbx`txN|{M++NiuFa@jUe>rQqP<=l4JDfKG3~tTK7+pz>cSp&m8~s)Z{ZaOLDWr+g120R^K8$+Cl2*!y}#<&cPVXsQ%m-Tvo&phA<5etqZq~Qd%geW|Z zZX9H_N9+j)o`~8$PJ1Zjx|DwUahtCZki~U2(;vS!lMc0XWt@>ECIp(E%f)}D5hiTR z)}9{+j;Vs8?j8#kH(~~K!el`%wItxlGv*@uxf!}GD#x|)-$tGwu~%?;QJBl7P7(J3 zeu7Hj1QmgTZ2*iIJu0sGE4o@im~p1CEXd*LC%`t&Sr2XfiWfF3fCKC3jJ7RXm9+x!k*O8>ehaMd=?Bhmt&mh_Ywy&?o^&x&TkPDLo6|9J1p{{j$@O zDQ2+N(d6oLw&vLm$6^o4D9?$iOG=9yb^g}z4`x>t=(E}9fZT=!X%W-QIEgikzE$~# zt&;hTv!<(3SwTL+k*+2u8XZe)CyuCq9A(FY_Kz@@Q&|GtcEz10+~votO7|!UgWQa_ zut~H;p6hq=w*b00mv?5^&4Fo;iE1f*-!z-RvG*bo4)tN?_3T~=C@Va`zaA8HMcNB6 zea}DeO}D!f@|irpf5%e6Hwyvam!5+E!9n{sa>O3pYB_i`bwm|DPG!$vOhV*JYC$f zPWi4Tj#dD(#zzR}vS#BNXqHxkVg*o$FG6fwerZd8;J&yuy%qsNdU-o}zN;?`zb)!) zMZXck5G+=xsYudLj;uwq$%zGu6)*=ENA}&n%^tqM8PE$LK99~!Dv+xR6q(*1%%6{W zO5M>zDp8g$e~Um#Xj@>>ud0WnID-NXy;LY_V+9Iq((g z04qkS`3#d(`<_h)o?40tM>gNCjbm!|xcwUr?R4QYj#Q{_!xeP_yF(rTuMlNN82=f}vKJiYXlq|8Zw zj(Uus0Zl}5+87nftuj{hU?T!D%4$}P`CSIGqzM0v?!SvKalretlobc z;L+Hu$^4sidMTrKS% zk*lYJnlzzd(lld2x369%(gw8eIjvbu+N_HS8DAJ)s(AgG_lqJL?iFz&Us%b+wst&H zk;3G68rFchd@Pm0+-@$IZxzyQ&6!7ca=Vxa4yFAE5Q9U1A@|BVk6L`tZHLT>EmrvC z%~zfy>qNUp**p6ur(U{~#2lHhLoIS%WFE9Ma7*touB-AGsMS(~1KMz3mc&Sf>U7k)7ET5hU z02AV-^M%LVs(DP!R5pOP@(QVJUGF2?0174{)Ni*mFDscn%z~-55jl0vSU@g z2B(sF!YyK;)RP?K5Bb#oY!i^>HVY`vt=p|xkAXFb(#2L(avEf7Gt-MLFapHc)XYI$ zYxsA6CRJNo(F7a$gPLeA1qG+^)% z61d(h=$RK-xp~zZ22Dtdej+l0kyP^mY8jPwYZiS_4u6W2env9NgaTJjgApQmBSDcQ z7D9j|L|s z8ky9GrMOjf`S^s5nx}NfT%mK43ONbfM4sr1jKLxB+{fo)5ogR&*adXa$ee3l;aGkS z+VT~2Q)AwDH6H`4RJ$p$r$%c)^?xzrIN#pLd5R=lR%gv;Ce#+iLDousg!5TiFK+q# zhc&Aj^hM~o#y7<3&sNg+e$t67T-V>38TYuF7bZq}%ufqk=x$Kl+Ud6~A>P3Hf- zB6a1W@~*T-Y44V!q|{m?E&ynDl1ugQ6KXCjpK77Pn;XUcb4dAJ=s3jHe%7G|H=!nE z*Y)mLF+4o1IZ)!wRjz{LwurHLqhH>#qKPd^2EcU#K0~6X8t(J7AroRFcEn>LG$rxG7 zlmkuBn4PD33q_p%Xw4^E3M6BOm2FponGDA*81rte;2Uy=tWR`)=4|RA+UbA7^E76X z>=mBz?b@o8Eq6B3-Eqd+-zMd!M2v$Bro5(?ci;Nu+a3Y#3R~^2F>A;WS*&moRTqTqaOI4+^jLYZ9Re!Z6W$hZsPXY_HkNal+$rDEL~;|cG) zHbnNkGLD4E|5jT3{ikh8*J3ob@qzOX@de4U#Q-V1kHqPaw+{-(&eoVDp+2%+a<}B# zx3A0Bq9WS>xoGYFb!kais)jaaZJz$J!@V!L#PG?Wm5(;N z7Gu`L>s!}`E&qBKktiZh3CYGLjfuP{H!A8uC`0~Ym5W2A&s}Cq;+$J!jYUeQA9&7X z<8XfV@${V+Rdbpuv`{*Sd&q)_Jr=E+8<+iSuy|SI=fW$w%*KNWG@kiYewV!=hg;BC z)KtNT&8n3}5~<>cFW}3$%sAZP);=@ z!SAd97?wfKW2?&CiTD7}B}t<@8Qb+aMeC|q5#a&)^+(fUA|5sbC>Oo8u=|wWRy2dY zzvdz8ECDx|Ub^7?6_B(wwBbyJy6NT`%F@_cqM7&AyjFl8Qfa@;%T}c1gr)QhIH#Wf zlc{{dp#WpSucd=5zi=^3QIgIYI0?G9S7$sQtDk5pI5qQNwr-L8I7V2)`8xUK%l>|gRi}AL^XeB^T>$B4KB!*7Gx$`TnXxqIm;)}uoYp8 zq$U?nZ=$ggg*#d!q`>I+g6W(1qU%>#Y!K1&)*FwLO`fTr`J0o3jCtK>W9%md4ksty z-7l%{84IqvFYASim8`y8O>pBt3kWOna7;8O&Gdfcg zur%MdMYD|K`6SU_i%Hb%bBxKMgOlI*J?sg)bg`q;(t4U1br`p%1Ej8Z=wKjyB5uTv zOx15P0}>Bc4=nk^>HU4%L1$yEO!!9B5UZ#Y&tm@$rOc+v#F>o>W?e_lY7-#g~pGays+(+QW@$38uu3ITAkI z62p-<%{Ltw2SY^JXRTu4W^dH?xDF1>vMrTt3F_$>Gj-VAMyt$eidZcq>WCKWYwXRT zhni`BQsRCbEJo5x>zj@>lD4>O4PB^Kuiw7myk{~(S<0BRGdz4&3+D+y09hG#cPf9` z5q;KwY38tlD+A7L7)IA7LM#%UznGuJ9*cxVytwFMi6}`J$GshTfepXG;eV{eQVbe2 zJ+My>V8(!qmr>MJLnY5dY6>^2z^3Du7^C^^) zl7Cz*K|P_+!0rey1-6%?Z4zj^jMq1;0#Q|6--2PCZO8+doNr8Yu?5ILx{DJ#0@5ER z;)_c2o++jqI7mMwuXcUYIq0kBn){y{7z%l_6Y0gJ%=(Qjw-!w(Qcg_EF1z-P19Qb9 zcqLUUfpJfA-7Qd#l?i-atv@vF<}Ee&nSn(LbOkR|FL;yiQggDsiTa|5Kuoe<5G6d@ z>+szREnz-ZGr93(VTC{~{>G+sRX+UAd9;NAMF!sCMMou%&(yZEr-Do@%o!fV#}XzQ zX4A;qeYIM-oNX_a1H^S!Ok6)y=1Ffvtb>mM_u(D2DVauXHPp zp>})&CcvVB?wd{Z+hHQu3{&hZU;f~pJ5xzCt0u3?V^hG4tt=?9BJ?T~?yD13ul``~ zTxFFcXmKHt%Ro4i<&16LmvCfXYpLIaA*~rNcsj5ft{yGo5>fOU7md+am@VKUZpLWn z(=hJu?NwDhxn_u~G({@WwV$jJ;iqkv=qU-0T?VpUi2oFN4Fq7eT)< z6PiLl<>0*Ly*q(deqjpln6R3Sd0todiIOD70L?-(y-m(=n;uJt7)Vjh98>AM#0M&v z-e)7n15GNnCV4_J;Gg#szW}&; zuUAH|^nZT5YWC!3PrhW_h1=f85QtRsCTv6(yX?-I7g`VKuSe;e!kTG6>kC!v{8BZa zi<>60kap;hX$4t-tYV^;CoKsk4PsSCcJb~l`#XLXvl))d8P~O{{BA&O>l+-qq?H6o z#}9{@X8F5i+0SX_@xGcYxLB=%+p`bC03*$5txpOE;y$LmFo0efO%PYSerQ0y zSIHqJJu(%xR0ShS&JlSL!m)H_to2vTOEU%s!YV&zj*b}o?8admV=un;pEbROpsZ89 z{jS0kNge~;@!=#tj{j*sB)%$VN20Aes)WSZkkS-<@cTOkQuueJ5c2a0{vKgFDI zylL7xTZ^Wml~Q?!c-b{?MZ#SC?5MsN_qOL*V^6%6?8hr6dzUknS_2owCN)p9*H~?l zmB@Rd*g(}x6QN&S2Dux6_#6PC!q66rm3X=^AXkh2JH_*1p-)*s@U`o8^BsrTnm}l( zcI4(S-5q!D;_`DX6SH7eGRh$Jg=r_2# zJ+u(-`z3cmRw+U^#}WyM0Z?)bbEDftLG6(A!TLfs3}$TCvzcD!v8jRsU$-Uggb4kQ z0#h=6?ks})Ne@8=p{3qdqQ*88iLyuDa~`-;9lThIRja&ilz~H_oNlFp;~Uxb?dn#A zyaPesM&-xMN2hcjQcR?ftDSRojpp z0LeIJWR~a2{$Z}{4T%q>2|wn~`;WHa@WbJpdS=_^Iy6G{&Y5#UrIS-*!^O<+ z?hO=D8c8GF_p|TdHIVD(Q<5GLKtyaPIa&8hzrdz>>WtAjre}otAX(~oL7#fEC?4i+ zQwaQ?mI|H4W=4)tVI}Y4RvT=8Z9&3b$9bVFr{=+6ESsLEBX9YF48#z}|CpfW&dlld z2`^iJ*hQDLY>W3AwrT{`NW!PN+wvOG0CgYlFth(f1yE$fWcGIjM51KL^OnC#CHF9zEl znJV=uq>?wTbtP7Zm)P)G0cK3*9oi*1?>w!R&O-Yj1Y<@26KUP~)kWy1_Gw#NX1Mv@ z3sD!00z@RHn8N9yG30%UxGZ`epfWTEns<8U-u81JL|msz--P*65-c*dW{a%07_ADn z5Uq(r6&yG49kZ9HTizS<%{iA$Eojr@1_$VfM|pDq={L%h!s}*MTrzG#^In3A zr5pd&KU&Cd+w@KGje_aWNv7wYwy|%G#e=2-u@KLJy(}Ept&~o zj@YY!zOYpRqASn;iLRdXT>#V&#o-yF?4!!+`}tcgUR2MHs7E5kzv+_sUnYbn!@zC# z?FHEW>iEYV(|J+v24sI{gT;YCU*dONNx+68URj-0cr0d6- zV65=yFx)0zSUNAr<;v+2MFbG7!gSDFhz9>ZMVD{CB9J7RpGx)r$0^1)0{fy)f5vx{ zUP0xE%W^>VhLwtMRRN(;l4cw+(9_-xsk#0KM%ZZsyX$jo78oLAaM9=Dsmh>g6@Ebg zp%NV}n(Aa)QEPcoe*~$j{!#MPG}NcrBcMJNpIuXDSSA=7*dKpU>ZUBK#qP?X3Z7GS z9k;q-0e@%PZ;F2F_3J(|->sK-o9XDGf~CQCu{f~?G+Cw2AFTar9Oq>@w8wjX&a@J_ zfBU*6Q07;+{b*rY*TpcdjDd+ID0FxZ%hRRQ;jMlO^j3cje6^b?*XvxqLPjgx{?;86 z{9AaFqi*G<8q1A@*+>-g#VHVasB-NON4AIJYre`OkLfNl>vUMG4QKjRB^7s1aBIn z^exza$!;6dq=tZdn|E=_5)lc98x^RbT~Z`v%64gZGTZNJlucRCz)|~S%L&ap6ka!; zk*0lx8_SvX>O(kNj$-QBY0J=4nm||JL080}#C8~j;q@9tIwAdxEH9U0o!5vX)TqnN z5zT_I5m+$^--}d6a2d1hwcOj<;2Nk_Hi6)s`Q{ zf8sfHQqd$09EUg2r7R>Lb2m8AjQF!`n|j&-1$lf&`~hw*XtlRVx?bmWUtJ!QHBfL} zA2GS{QV^x_&CeT^n}A;E7e4^Oz+K;QIE)NX5F{awP(HE#JUL;E!Ca+tb{bLi3$FHW z8(HYUByfcoQ)cF`u0G7U%R8zW6n=~6gMnVCz_|RlM}|IT$##9ooleqX z7oI`1_@4`KZH+P~*kbiK^|i-oKSv;l&kt|DGUhpqzV&lcPZw3#tZKXvsUjI4>QV4s zzLMF!K1PqDWQF@3HozPcZ&06DR2dZ?%)a$`{!ceLIQSoaQNCy36U6*u#u*k|=Q?JY zjZn9D?=`afsU;9sY*XXl3=-g(|4>Q(MmCvN5tDJExELpaLXfDR%81$<1>U;T?jTZZ zsc-KpRnIARE8VlWCU(JjrG?-7&)g{sB=`Y;lzcLXO}%`E*ao^ljO%IbR;|Oow%l9( zB3X4Sd?qwZ-#WY$iXLEn9Lm6O_=nuIR!u4eaI5onJMY-rs(vS<-2ZOw9~0bDpuw zLsh2bW}`A+{LSkqg~)Q-Nfjq!f?%tOa3|K6oNRVCk4)^ROG}1I0~f17PAw(|h_(sd zWR7Sc=&WobWBTA68wqTt{ql8x$@G!6Y@(paP++w+M#pYalAN)$KF2Iv3A8!MT9I8_|`TYbjlnCSB7;%Pl5^ng4!bov=>=+tWV%+;*M*$j*IUFA9 zJDNC^PlostHN4G_e{g7#O#2fmUYF=pCYfFF4KXLZWoCD0j(R+Q86(Mr0I_3T7diht zm(Wdjw|%nLRE%IY9Y2tgmeN!}J`!;tB5x$S%-BK#ZI5ydyKP3k5`V@ok#6`7GZcG=kasWj+E9Zhh4#LM%Xpbt~SDgDW11z(K@FjOcS8R9p#umOhn z-EI==cztteuIQ5kcOggE+w>K25*DAt;U%wB#7WVfy>*M*3%l{ z=D;8Dz({*yDqIG=75H{iB$Ho6=z80oS&hbPk5#4dCwcNyr*GJxr8xIY$yC1ZcXab! z&w+xIrHQ5zpv5Nl%~}LiiA~o^JHWm4vffE5mzR{qc7*Zl$k=YP^g zqp8jR>9k0%@_nFoQVMR0s)&6=a`U6O(vLOnx;yL!)*J9=HnpSsMnFAJp@z}}4fdID z+E#y{wdRP4rRy=j{BjWLd*d@LCv-1glDPhsO?}vi z+~b<8Ynh-+lA)zPxS>H74B6c^%qXcf3MaN}0-%#OrEuvNJ$K*G3iRMhOSp}Z7bj>{y)P~I$|(x6=XSoVL0`#4s(2ET3&!IEwK<84 zG$|=_>A$X6`SOt7CK5`e#(v-4CR$H$cROAy_i^Ame~ZbkR`GkpcwrU0`9TEq2CX?R zDzhd0rQ%iGOI~D-m$drbGgs-w>h8SZQ(0uKti|YYx>WOSj|E-ifvXOQT8W)Nf$sD<~!Q6Uu#f(Ju>Qgz)hWW zws1{oe>2T^5Lb7-*I-qRv@|kXr0SLr2uoZW=;0fO@{~6jDu7zh>Zd^(3(-tG85s_ba z_qz|M%8A>Kvg0i+IDU3-9Bww3J`xLqGJ6LmJ9A2w5=Cs3aC=&~XRx)SR7l+L#P4s$ z1=%)mLy8vt(~jz6ieD&lq}#5wJ`TpG{QByc8ma{%RMjaQZQgBbLyPpd+Xk+$$f++ zCCky20;1jUqY+Y9p_Zf*XVq~(H$L-T(7@jS{2H^M?0lk)Z^x|7@IBTE-jnFxp=#aR-{mm8#iA&h5XW6=s^s)97o3 zY3DVRncu>>0=;-rfH0lMCp<^H=K+19PA2avEufjh>Di&C0K5!MdyVk%ZH53m;GR3> zK}kqeZu!sgbN=^V4LC+v?v3Rb=pt<=SQ#Q{oZx?8{;%c;ich5D(vI2dQ~y3jlzQiO z6>i)Gq7&>o-+var6(x1;N63{T63wFv3qcOcI_@6%w6j4%BwN0jXG=+i)@1#4RKDXn zbGpmifZ`)LMHaPkq?U=ealiPgjRK#9+;7v7-TR%%=#V&NpvF5Sy!@=ag{^tyj6=K! z&?4disNCQqQ1WC82yuGkaj;^-bG%~k{J_-{;I&0ZiMrd`3cyF+$A2Q1cdJxDtrrq&HAzx0 z%=keEkHalCz^Q6@i2L`S^p`+& zI8Yw6em_k(L05c|%GSea-Eil6P*L+Fm=J321k)%fbpsqBtKf*&zZ#Ess}(>xG_EH` zhkq4@a97TCXX`Fc^%qGIo|eLYif_j@vI0~!MiUbH@RCH76QP~SFLT`Y8N;t~Tx^Z_ zl=Tii%Al@AsuFKzzUdySGn~CJR9KSfv~1Pf)ab6MHi*xCBBCiJbcv>{;N?!lI{>Z< zLhY(sN13reWOu9@&7TC7E&Y#p;=jegUpyyx131&*K}_hcHC$58E;S^=3f|5xEN4nW`n^`8G# zdMS1baYsD*WHu2A7Zr0pMvch#I#d+8C6ff0ilMaOXs9wY#Be1n>AP5+y6#v!Ak@ie z6saSir~SvW3c4U7?5%y!Zu9Wd-N!$8@JW7)@|JkSx}to3bsCRa6!U|i@8NlaR+kNl zan`@<%;i1s2OM1kt}a85=uJfc2}XH&EV+)6IrykBQ?1rLSnT4D0|Ho=f1r&_3K-d@ zaAnmElvxhDnuA40_t@-*-5UwHv9{&HQCqAggG23x|NXG$>Hlf&E2HA-wk?w{2_ytb zAh?AP+$~5U!Ciw(5g@p`Lqc#35VUZY00Dwqf_vdsNGPOmcPaWnzI)%h{qF10-J^dr zzs?w^irQ!Iv-e(Wt~uv^UGVg4ziML_x@bABK~n`t{KAP&O5qc^uZyZdz+kEsX90^T z!|i9YuD)b|hqd|>C9uSM27jvO(@o4r)dJ!bpHEA@*(i*70TLKorS&2r^|y`a#ecGa zn=}`>-hjnQG8=-27jgcJ;yr6Unm~dPPt|`Cdg5VlNBY0MOWvNpF3@=2$@`AARLlR4 zoi<7Fa!L(8z1puf-Jsa9099xad?R;5!uIYqO@qhK2sin$x0n62yx<;m?-O7#C{r2b z-Cdt3eWzI`Bd)eRn;CTUTXt#cHsN{(7mCdQ-=~v2HM($l9XbCh9)fCUInfNH)!Rb% zI81OgrXjXt!6mCHcljA@0?-!Dx@os4AB+xNssF4~^zRWO8sZG-gIWBjmHVTo5Id(9 zZhBP?h!6posxZWC+`@oxk1?TDD-rLhT#DgKA^lACluqYKi&E^{Z8`Wr*3aV+{CE_f zz{Tn(8G#=#?SCyV(eLXfllr8U#(d3Dq8n4#g>j;*Sl&TH_obGBGoseFrfP%Q+)H76 zef|54$yJGTt1qi(xn6kYN+CR8leQ+~^|AR(R*KblH_=>S+YIshhyA&X(@7zg>q$wY zQx~WDR~In;yaBC_jn8#cy5b(Q)Xva&_@#bJ!1#W{RP>k2s7r<^_Nd`QtOgrgoeEWh z%{REVu>kmKeRffgb~{8Ay@2LR>2S~Vz0`aa)_%KrQgdB`Si8u*lne+ zim`9#$j&VlOy zqAGuWv1uB_o0237FI5XCWDoD^vZkJ!mhI?IrZaN8YzXL2ZU|3mfx>-7gV^^_YjGS%L z<5SC@G|`i`>+MZtEv>)nL1zX#%8$+Z=b(c9-|<89@oh@|C@OGVogTMWShERHb1tpp zU$AFDx6$2e=_COr)ZzNT@72`s8z;<1lLCWlnGf8Z-YTL9UC^dStqGU3r&>YzCen3t zWxD1Y^MnTfB`L$h#n-_qx6ybePmH?8@+!bxXmEM%M&7^|ZV1=LRjG+g;lJbbhKl=n zxEu2R{A#;Y2;248;A8&l1KrQd!{{8HZL!Wbo%4sn-kB`UORc>1mmd!mBP+>P5xdn& zH<6oWYbDVYn=jq%s|qdYncs|uQZnz}gQ+M8M2}Y7YWk8#HUo=NW|!tvt0)y)reaSr zO-l^{ZcrtWn5Lb59g{gKWPIjFFs%(9G`CNy@Re7*ylvC;ff+eKj#_+Z3p~f_hH!&~D1G74-xwvqu-R0%tXe5Gh^^r@K zB90`DUBtI7ud4@FimK1X)88(5d7l>wH?i`jrgWPXkvH%aFr_bNhmi2W6Jw+XovRWz zPu<;mUW19*LKA{oprU0=on?yT^^zbmVM?P>W{1u3>j2>79u* zOy{>=e$6O7Gx7d;#bvwSnNX>fWaSJ_k^b|-MrVMTm)Tw6{Mb@Ur)&$X4r>q9O_ski zvc&8*GzQOXQG?IT9@`4pF(@`2@wiSZ??>?4o8)bG^Tp>+WQxWbrD~|YYW>{Z)7=i& z7BN66JQo%dPti8^vQ(#}Ho$^}LW#sN%-bq=0Ukt@zKI=iOYC3Oey(Q58

)22FfF z*2m&JK?IsV-ZMN}owJ%E7yUAwP_-H1hN=$*?S?OJ;@1x|y9pUdhMS(4>)HHS5Pw6#LBs@yhHbyVsuFG9~PVG|_Oj<|N z>SO>{pV+Q}8}m)jtg33yKS$0dODKsEY|a0YxbYy-%vz`sh)(`>D22xQOudqA4oE6P zf4;!XlTo^rRf=_F{ji#@Xm2y0+CEu|%`+eLU0Pbw%Uww&bBZD}^bN%A3RDdj9xK2J zp@fpjGth!_zq)%Co?Q}13&r?DVNqFmru%hucqa)$zti|6tR&+(4436FgES~;DG419 z!RW+O;dZ90)#XNTsX&w2R)0x|1Apo2&A(2EOdtjqt<>v-F%ZIB5IYs{tzX>+-PS|bbYncpR};;cir?I&wLpIXHd2w1``B7OrQGUsefqEhGMI*KYd*Y0 z!no+AO6p9LAB>tn%`IpjpF6kJQ zyDX%VenestrnB)PIi_>YwHI`c*pnBN2K>;uF$N=o6sd#z9t9? zhZOGuacm1T;8EDGNz^nF^vIo!w4Yr$d^-N$#77=(Vcu_+Fb&H^mcNwgey^0$lCgr{ zTPCpcyJUAW(!;#GmzQ;ZxBl9n_m=6-avKOy_M zdv}*r%Qh~!xqp*fSYW8k$*=ytH|&NzK5I>LtgoRq-lN)?_;*8($D^^$gSJ!QIU_{1 z$30t?&)}%zjGZ%pNtC#B72+kS3}~ZV?W|<4H_^hjHfCf-KNXTmVv%v9}vdradEWL5t~_61ZzN9pEY*rX4JiFR=uY%7Nk*eaIg z8FTXYP|?z$Qp*FH1t#WEGnn=WHBW4td1c zET3Poj%Nfp2TWPG*lgsjOQ!w}oY@1hxJ@RU6kEaS>y7l%m#|pgdd9)TLWi?p5v4Dw z%>c$`%!7XywpGStF!#3WGvK~yFLoom1@tL@F8rzRPz*}>)zdmRxG?mmYUqx8oD2nr zxcmvRgB`zQFw3Y}(95Of8A@i3#t}sj_4Z`n1*Hg4;9Fde9Sn|B?@5Vd=8YA-o<^s$Jk^#h> zxG4OOxacv3jD%l(?R)7S*6jp1{a9|L#I=XRLBZ`f`vZ#*KK^SVa%zP)@5|{qZF20z zQJ>stG@tFf7S_8meM2mFE=|SpF7vjq2Y6P8{;^dOsRabP`{~zglEw=@xW2w1*Q0WS z0|(r@$9P;5oxzNZ9k;|)FHvSI@Q~WIrsV1VdvIrE{OWmZFR^~^R)!Y$56p2H7W10k zu>r*BfWaM2saLF=U;QVZe5@P~41;g?Kmg!? z@dB5Q)3#{1IrUFfKDdHfST7~38zt74^Gj-pQdMZ`4!8L~`|K;>ZRXiPYJx0v*!v=) zl#vPoD1YqrXn!6*378U*I(0Gzb11mkzXnr1q_EKK{`6=tJB_d&&-Q#atEYm!bL}wz zOU9*E-o3o=S3qY=$$l;zRo$Z1odyocHu}5I;D$h!_6rvesHduE7ATdKN+624G(zqk zuQm~2nFS=ZK_)p&r`1nB=<^9{jHYiWwiM*#(Tj;q)orU|s7bip#eI8^vBzY;0er3& zsB9&6H~$5N46p;KSux4#W-<;OZa(v)5UB<1&5@moD`(5hz{c3x+g!JBIHAwR zf6c;KRq~XwHT#k z-IQd{YJVl-CDlj&)ovXHED`rspK_h|rnxN47cmw8rU|@?k5?BT9COQZ62094^oSH% zbpBrb-H4>ay4XHAi-Nr?NXHv>!<_R`k4NAosLsCWzBdQe+KaG#lt>b_0y0a)4)RSn zpqk`ip3=wK01An>ZQqwwk;wx#8rF4Tfo`ajMfKmCPGSl_utq;8gv%#`xn&s&(t+1} z?;)_~=R!rLakmjc`^3^Rx;-#aL6bd(1$N^y#3TOesgQLJHB%`p%<9oom%o>XG&$`t z*WW$yfPYtJ{C7#7&p4kZ~n$b{C}a}@LwZ>QRc_Lc4IJ=gdb(bWuTaUk{~`VM>d z&18R&5AJv43JxS|63sX!RV_V}MSxwWSDDbx1O{j->1)scC~*n}!~8k%Z*2`qXXu*~ zlXcfso)ON($DzR#%+w!aeLiOV=aMRZ(BHDRf04gQX^(ZdS40yD1#yGjgAfwP{`4do ziL~juzUL#yHQFGl_ZO&*H%l^@AdZ60#X9}{Ts*=(@ z92#O)ofjJt*T0IEHFuh-__`b#nViWR4vfroVdM8ZR8s@F(5C7*NSRtbirDJQX-Q7k z8*_V(D3Ic967-#nGqRY;lo1y>9Q=;`zo=n$JC;)4?f}XLK-=;;G4d4NNkf%_F&89< zKShiY+u;l-%8Y8eFxUAYACi_mLKD6}zr4}6?fz&v=i9RHuAPxu6))CQH3P6Rh0Gf8|Z)0T|nRUknM%?EfYrgt$cOl#!LoP&|=# z_wVG&vF^)rYCa|t^sd3O4h4&f%Z89f5ND_$h`0b5|xEt_vB@W`A)(`iOcL+$hZ4vR%i&xZKQ zq$lJ)J$t8}dn2;8?1nb<9r=Kn;J?k5ulJu$edmpc~Dz4dHj&&JlH3yvF{7i zw32<=<4WVs&Luch#Lt8GYaz|jHL>gb$&Ysvhtju zRrE>Ez^h|7e7mP~>jC}}s{a%eaJA=4U|0}UO7-#_Tlp*`j|WRnwdKJpC6q;H_O>oX z&n}h{2xmKYb3T^*Ce=>50OSIiWti4{&MWhnD0oa$GN0VJiBGzQzBOmp=~I3G<&1v0 z%+%~rO1$lN%Hh)PW|E)c@$uGN=dtp$vG9gG$#d zWIwD&J=KI5zx-xmRDZnFiTjC;L@qAlPA(fN-l@zYZp<55uehp0=I(&9&nx~yi^=W$ zVrf@D)yI~G4s2YRxrPpzi@q-Sfq%*wH6Vi(qg=F3Nlz z=p5N(-``sx7V-U6B*}ys+wc2iEwA9@O9hs^o@XnYJ#rB&IVvm9FQS|9la9B!CCAhe7 zxFtPs(aV>m{Db3}*&7+N7ixZr3T@&aXsBZ}-@ne1;moALxOAhgZsf$IS}{1qpys0| zSUB|XirDgRTYjjT+gtAQhEG-jEhzRt+3!_w#1ZIFJYFW`jt&1Wev#3-ds0^n*R{dB z`BMPxniGI{!8a5+phUj{ZBeY=e19iYO5tI(LY>2f+xn1DIFWt%SUB&(mz@mMsKlvv zx7q4{$wHM_P^+zjj`uxkx&GJ!aI)Wpkhj2o!UK#AQRog@&FNThxE<4ryVxs%6M$702?L5{pPDChO#16H*onW76tCHLUpL_Z*?*sr&v`2{GS zK#Dc*o-6n%mGHGbZn^iOObiQo_fm;`sd2}D>-YTUnUqDa$8O@HJH2<7RyK=&7uVwP zn!mP!DcYpga~?2*;d(W1jvY?R+1A}44YyqYXyC-mrz>*jxO{(Yxm@l`k8&bf_V@Qo zM-E#1`zO;3En*kLH%T+e7heE&iqF6mC#Dxm7=s&oR<0t(MKSKOM3} z?X#!E9L;t16~H&GUxJ_;+OK3@0lLfR0fkI)KDIj1+?TfO4*eGhKg&)FL8h9wz=8JN?_g-VP0aEDUt#mA- ztcpe+i5o4vkTF=#2pMG}K`n@6(VR}9Ld;Gc-=vUfwg=d6ZAONgkDj_JI{;N(P^+)U zVBxh4Rl!rmmjH5*LN>+~o_y5qm;Xr1d6!x;7Ij1 zOG1L}fP>P>X{&Zlv~4_|vuiNgF$Gnn5~kPe&kw3k4me_xnJ()=Jk`1Kp8<<#W!Iqp zFk#dCN4OVt@#x(X%i-W!QcJC`@U_@dd#81x>JF|I;?2}yV zAqa)|;y)8w#3R7MHR_rng-;VtnZB$+3C9#+UTtE#S8qw)fI@#IYYhUoc3# zKa$dbOuK>Gi&OED&Crp70fAOOxj~%N+|958shrI|s-GavilGV=Ux2uXuvIUeYX)mUi|d$u9iQj{F$)K9|5cB zyQwSo2uOeLX2~rb=pR=f3UuoZSSK5GcrNlm=tP{|=Vi1ZuT-i_R!*rP(<$GcY2{)g zO&d4XTfS)|id+SXg|^Z^|KP+_yf^3y<4feNa7Mih6A4E9+Bb-#Q8|@aV|0clOJ7yQ z_3Jeyh*9}ZJ=V`LNz)Q;C7U3rcuu$o4WW07ywuFf(f6!18r^Bx5x!~vQA#+Cl3Q0ahu>9N)8lIzrba_>}6aB}OF)4(}C+^ePp z85dg-P!`lAy^t>mzc$vo&<{PNbS}#o)IPQPH?*b;Jp6px-uEjx&|1qO5c-87X<--l zZ{8E%>1rC@OF=8pkHmb`s6|AR`!dNzYy$aZI5`%m*BFMjXoEc_5cl6$%;)RH?dfi6 zVX<5KP^YHVMPSaC9(SDE>V!@;+fnr-U@h-Y;ICIyCeRmpQaPQ}n}(!AYulLIt|O4> zWNtL%0-l7ZdHtrT9aVmI68F^#Z`! zl&Y7Tta^$S`aDWm%y)@6%Tl57CFUJ9dV_Uo8uB~tndID)N1fh6t-2S$K>Gc2`C}m7 zYl*Jc5HT(GBzginiPgzxj?i7~X|S>0SlKZ$in+3|XMcBH8t&Hkz*zz24sE{4@2(b@ zo<1?q;oAqHnN9sb>45ZzwMmpOZ%t9c)Pq%kl|Xd5!l8Tr>C3Y-P!2Z9ny8CO7($ zXiu~?gBTr8dHxe1`%d;JC^Ji0Y_|5(w!c{2p(10+N?u`+E&p;;jnoWRwjAbTtz z^rzFX9(}eDvgRYLX@_XC&VKjYn`fFaQr+~c#qQN>~kDuOviRgKa z5mT57iL>g`+6b3bn59U=v%h~w^aJoaT#40843);yC@FJ&*5>{CE+6?yi0=lPmPx0Y z|GcK)DVzXwJ(Xjge7JCS=B80ttHcX2-CKspc1K43O#33C85MM1U`yf??-qDM9CR=X zLbqIUo;YsA!P{%cX(=!4mQe_N^e$Lv9?a!_<{RZGDc6Ct<1e#@vB#2wJ;PY4Vc(Zc z-n~bAJ@p}{=VJoFIAyD|B3#Z2nDCwP4w3Z;=*6z&KD^(nsC|kzg`}OdOt4n~LxC_k z+i#TTV3TH6z<^v`R?ysph5nI;L6I-Vp(NPxSncyUOe=4csAb&H$3+`;pF)3oP2$jW zzrjghb(DB@Ir8F_QFg&H(Ff5h)V~M*sd*5#w6aKWF;P1mM7p}9;O&1bnKGb)KHH(Y zZC%9e<&%y7uda0e;&c>D;x(Bp8P!BfF%~a{7|T?CiH(zN9&o-?L7Ys!69ZTK_~Ne& z*nfV-p=AuNv07ePjxlwfdjTxTa{o3;QK4uTGABt9ii4_an!|P#JUR(=`=DZ!<}(dW z5VEeBCrzoc2iTa=tNH;`FXQ?N$?XQPhQkRLqSV2Ia24kRBTKr&+TGFsPUIR!nz@-% ziM=42ChtCI^`S15p+*(4a8vP-($jIT?76fQ-5Zt^q=$k}$xUk9_B+Al{S}O}-*b@1 zntVwt$iWe#HS-rN$+LW48i;fDVE7zUlSeLO4X=(EOK8P&+F1~nNtRj-EUApe(O-JU z>#mZSj~e*m-%pZHVy z*NzTg4;BMhx^AS0pcNJI-3Yv?lcn=nc|tMRTOXC)tlyg~?|Zm%wC#Z|fFHM4iggG> zoztyxOyb^nAgJZamQ14PZB?ZrIZt}Ze>#q20V+zppD>EGz6)HZ|2medm^_#`96f`< z>-A(5yalLWgYl#sgcqMXNuje+IQkJsbHquNyy*qC7Gna&MIv$cu0{3w3}B(-S9L7u z95rd0)8~izM?NR`69k(hj&I4qZf6oUp$zW_B`IqUo7700t>tu9@5eLFi-T1eF*a56 zg{`mIt}3*SRvL~7tG|9mR1H7XYO)cEgK)jZ?sC-W2)tq?s@-Af1f{xXFDwp5`$jMG zz2r&g&y96kgOsGKxMs$l4IPz!I;!TWUbruF&IFW7qfGu8HfWEMqF?~0qH8?fS9G`Z zS&0Z(Y=*-|YC#V&LWz7J4=NUWChPkmUdm}#~;TjHkf zpA*j-c-t)Sk#BXttA*;LrHkiXkwJ%BP&aw_Cy#xs{ zElAq9VQkP|CbApw;UK4eVp{S52pUHTzo>KEwk#a*!h;KDh;xxN0bMdt{M}`r)$)w{q ztJ%JG`}}59+Lzz>nb_cPnx39%~p$S-u06N_;=hzP7cx1NS$B zZ1rh(@-Cj5?E}WF4KZvthsvP%9$RwXwu3;|eThlh#-lDd&89De(*uMDhOVX7;DmVj zD0$~#$1Ayv+uAnAT?qJ4*F(}t~DA|*8 zK2&DmPqNqV#PQIx+yHIF1CoP`;cQ8ATk!-uXNukjOpt(6Utpi}6K+9*V-O@f)BjRrFrF$rxxTP=HeONTlh504)3hU@SmE1`VCM&6$7WST z!`0f%j)F*kS7g6ye3C1(=~xYpyEoj2p36e2Bt@-J(1{c3)A(_W{@5HRb`ZK7zF52+ zX`&vnEWR*uGydqcnz_s*16=6_8TqNK-@tWPh+L-+Ht?goQft*rr7D-*ds(NkBI9Fn z0#{bF0r9TjxlrfM`RS?-!ja_iL78{m6QjA#A7SJAZIbDGrAu5>Tvh;nw~3WGZ8f;# zjPQu`X#LQ)rB84?&F$6L`?hTYqcA$RWmUuXy>cm%6N}~dIwG%pxa>`8nS}z*LX#Kr zDnEQKf8kWR4Dod`lx3CFk&xHsSh}REjxqU2V5vI!34aM9CcZvCY4d8`OJ3kgw@;?C zb4R>*iexPLvR=cUR4Mh@Y$Ne?GDItj{C7&2qTIvhp-Wz<-jFmS5YLP4xmImU(wPZ? z%Q7mHN?gzPtj{Il-XDUSFOM`#$Tw}X`>r-!B^2i5o1;=^8%3I2rpu>~ZY&7X-WpGL*&a@fQFdLnUFuJyS^ibS?x;1f?=1>QasfKN$X7O<5g8vX;%*FX z&Y#eRHv)W;-(61hw_I1W#?9JgWjjWG2$A#q5PK)5j^%4$WOO()6<8l+Np#up4;2<{%>7Wk(?2>oO_8UdE3X7ab#K~T(H&j4NOP}3jc^?>R%tvXB)?3|nv*4{sldM0 zC;8dLt=IAK*XiNW_&mvM(m~mrP70K5?(L=I?rO8m_PVnMxyO2$!DxJT!7t~!I#J_B z`C+H#CF;^B0gn?z?XO{Zad9;+m52!U#X{nB_iZ))qdhgw-s!%;2jU+0=Gt7!E{=9w zxwye|X&`cv_QV>G;ldGVrk6KUgH^Q$ffN2V7hyu!y5($^l#bkI4g<~+PZ+@tDef@l z>Ld#Xt<+JG(z(EKE9#ctIfX-6D6ik?9oSPQv81)(>J~AAA9)7dEuG{8cIAc5uE5qQzVq7imKpuIXgLl?P zVm57e20#xiE1YM%)X6tD;cBUP#}QW3KQ8&}`+(BHIgpVCvl|;Fko9tRfCrg89^Zf9 zY-6UF?d{9%jgU67r2WKMK<-RNqlL$zS|oFAH@RcAN7=3T%aC`tVe%QCsP$x0pv)KY z`<*iFYNyWg62~-CIL18!dkz>2FfC3yClyTTr?j9U22UjH<`jxQABnk&kX2(N(Z5Fb%`eDja{j^BV4_Grd}L=^ zEvj%};Ij4$1{^j?T{MU56fSVu%^5H9)FpeLe2#rE;lQ@+*UD8|w%=m=Q~s5mu|1b? zlIy>qde7w!iiF%&q7k*oLj5z)rhal&gj(Io49^LR?k{y&OxgII92vw3r=X|gLyjARc(P8Y!c5)qswZ5Lwu+BprEheu-w)W60EGbDXaHXARXXX-?eDSf{9-%5a=JV3BEQRi zJsqEzz+z-yZP^hfc8o>Qs*x#?FNp4K@>_cJ9@);bRqahV)hmWai?I;t-hCf5BCRJu z(+R8dkx%iFB#Nwo<9VJp_r0!qbQn|YSW2P>4adm4>a9{DWa2FOhTa$nII5Q!&rcN1 zx>?6@AUB@>MqoS&81y;LS3*C#xWswkHuB>4=XHIdkO)o-*vIb=ij$gG(#yw(Jp?S( z?jO%^x-bpX&5KQzC_?&(hVtA6w8x_IM$9FZO<|aIkeUj%9Kmh+n?9VwV!311h-}Hx z6xiUi64b-K3e6vG98cqSG8Ga|#xA;0RGvJ3+Nl_^dJ&}Pb91y_2w5j_-(urBI5@6f z+WdSo9R&l36S@E~L`-X#J@K$h!fZ0Sbo}@`p^IVBeBlEPLhk*|EY8VZ1e~C3JaAeU z?fSml@%q?E*mz|^W!Jc4XN50W)Z7i-J4{{`#56f9UyDPV*p=1M$8i6P2QTbwxo*;dBMrrG$jJUoc55SD6f+IF(A zzmR8Ec#uu7!ek9f#?VLLodE*p>=onQ(sSgjgw77@?C4swYQZVCLK%= zH0!0iG%mOx7mve<1VcJLrMg|k)0gJntm?vkbxu@)lp&lMNb?rFsj&X#<>lxS#iT+> zt#cS>-u6MZc-R#D0Unn>GdCxd>+tL5Y4B&_GEAZQZRz2fvH?TqiATF819h`MQr8_L z>jU+FRCvzN%%04&E+H&3T3R0ju|N4nB2IOlhb^M2bg)k&Mp#aI5vD(RIdYCpLk^z| zhVY^ADAHeRbQW=z7`;C?ZL9NcH;jCNbpI?SWI*K!(51FM&&yL4jMPn>NUZE3kN2|BV0b{dBc$6^&&{L4*9FwplK4~JO6 zX972~(ESuuLmjUCi$U_*>r#Uw-vfCMjI%Ebe>Je5U3`CcIg-9#b>V0{8Sh4gJG4=+ zE|$8oD2G8jBsbSr#B_5!`H&daO#VwvfD938G|B|s>s7h-L64qA&TuqNP)CKZ2q<=u zDLQU%e_rR=V_3a(g}1q0jv&c#H?0QCN$WK=Nz)Za@v0QjE7x*R&z_WxW?sH$p3G;s zXdVn3bu_~*9;cEO*gpQ%(4afvEgXkRCEO&oAcH3{KX`o1`hj0oFCc~lrQ6=(61`c3j< zp|0$-C0-;0Mo6MowCBqtMhN$FH3l5wD}C@~&)|2`A6725(rq;^@Uw_=NXY(iZ#o<&jiGokq3pXBb z|8%r61^n=9WiESju*U+P!TFc-X&lW?`2;WRsOy@*i^X8J{OX_So$jl5Pz!VF3)+%rd z+aS`PiCh)GI_W2ZI%ZG4-@15ad&=)B<;p7N`nxKhxYDy%7jPrNi#LjY(C4-kLD$dW zvYe_>uj?j76E!Y0VBp(usNvFi@7{d@X)$5d2KQrafCv&CDz6Q+`W6PNy$9F_{V$;N z{{YedcdwRDo|2_{4QI#F{0+_ny7j4Uwp5>T%C2SRTmncK2~+0TCRe0!QGbze?a`NG&Di`v2AsdD9%BnZFl+_pk$|K9^iyp zgK`{u^QWAa^@@l0TSF|&?}F`iSbzr<6Nm47^a+Q3{`)Ig%Yan>{}BHoITLcA@G*P< SGRVCL{7H)|h?R=G_xm5TtG?&} diff --git a/projects/rocprofiler-compute/docs/how-to/profile/mode.rst b/projects/rocprofiler-compute/docs/how-to/profile/mode.rst index d46005001b..4d08311e82 100644 --- a/projects/rocprofiler-compute/docs/how-to/profile/mode.rst +++ b/projects/rocprofiler-compute/docs/how-to/profile/mode.rst @@ -583,9 +583,11 @@ Roofline options For more information on data types supported based on the GPU architecture, see :doc:`../../conceptual/performance-model` -To distinguish different kernels in your ``.pdf`` roofline plot use -``--kernel-names``. This will give each kernel a unique marker identifiable from -the plot's key. +Each kernel in your ``.pdf`` roofline plot is automatically distinguished with a unique marker identifiable from the plot's key. The roofline PDF includes an integrated multi-subplot layout with: + +1. **Roofline Plot** - Shows performance ceilings and kernel arithmetic intensity points +2. **Plot Points & Values Table** - Displays AI values, performance metrics, memory/compute bound status, and cache levels for each kernel +3. **Full Kernel Names Table** - Lists complete kernel names with their corresponding plot markers Roofline only @@ -595,33 +597,52 @@ The following example demonstrates profiling roofline data only: .. code-block:: shell-session - $ rocprof-compute profile --name vcopy --roof-only -- ./vcopy -n 1048576 -b 256 - + $ rocprof-compute profile --name occupancy --roof-only -- ./tests/occupancy -n 1048576 -b 256 + __ _ + _ __ ___ ___ _ __ _ __ ___ / _| ___ ___ _ __ ___ _ __ _ _| |_ ___ + | '__/ _ \ / __| '_ \| '__/ _ \| |_ _____ / __/ _ \| '_ ` _ \| '_ \| | | | __/ _ \ + | | | (_) | (__| |_) | | | (_) | _|_____| (_| (_) | | | | | | |_) | |_| | || __/ + |_| \___/ \___| .__/|_| \___/|_| \___\___/|_| |_| |_| .__/ \__,_|\__\___| + |_| |_| ... - [roofline] Checking for roofline.csv in /home/auser/repos/rocprofiler-compute/sample/workloads/vcopy/MI200 - [roofline] No roofline data found. Generating... - Checking for roofline.csv in /home/auser/repos/rocprofiler-compute/sample/workloads/vcopy/MI200 + INFO [roofline] Generating pmc_perf.csv (roofline counters only). + INFO Rocprofiler-Compute version: 3.3.0 + INFO Profiler choice: rocprofiler-sdk + INFO Path: /app/projects/rocprofiler-compute/workloads/occupancy/MI300X_A1 + INFO Target: MI300X_A1 + INFO Command: ./tests/occupancy -n 1048576 -b 256 + INFO Kernel Selection: None + INFO Dispatch Selection: None + INFO Filtered sections: ['4'] + INFO + INFO ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + INFO Collecting Performance Counters (Roofline Only) + INFO ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + INFO + INFO [Run 1/3][Approximate profiling time left: pending first measurement...] + INFO [profiling] Current input file: /app/projects/rocprofiler-compute/workloads/occupancy/MI300X_A1/perfmon/pmc_perf_0.txt + ... + INFO [roofline] Checking for roofline.csv in /app/projects/rocprofiler-compute/workloads/occupancy/MI300X_A1 + INFO [roofline] No roofline data found. Generating... Empirical Roofline Calculation - Copyright © 2022 Advanced Micro Devices, Inc. All rights reserved. - Total detected GPU devices: 4 - GPU Device 0: Profiling... - 99% [||||||||||||||||||||||||||||||||||||||||||||||||||||||||||| ] - ... - Empirical Roofline PDFs saved! - + Copyright © 2025 Advanced Micro Devices, Inc. All rights reserved. + Total detected GPU devices: 8 + GPU Device 0 (gfx942) with 304 CUs: Profiling... + 99% [||||||||||||||||||||||||||||||||||||||||||||||||||||||||||| ] + ... An inspection of our workload output folder shows ``.pdf`` plots were generated successfully. .. code-block:: shell-session - $ ls workloads/vcopy/MI200/ + $ ls workloads/occupancy/MI300X_A1 total 48 - -rw-r--r-- 1 auser agroup 13331 Mar 1 16:05 empirRoof_gpu-0_FP32.pdf - drwxr-xr-x 1 auser agroup 0 Mar 1 16:03 perfmon - -rw-r--r-- 1 auser agroup 1101 Mar 1 16:03 pmc_perf.csv - -rw-r--r-- 1 auser agroup 1715 Mar 1 16:05 roofline.csv - -rw-r--r-- 1 auser agroup 650 Mar 1 16:03 sysinfo.csv - -rw-r--r-- 1 auser agroup 399 Mar 1 16:03 timestamps.csv + -rw-r--r-- 1 auser agroup 13331 Oct 29 10:33 empirRoof_gpu-0_FP32.pdf + drwxr-xr-x 1 auser agroup 0 Oct 29 10:33 perfmon + -rw-r--r-- 1 auser agroup 1101 Oct 29 10:33 pmc_perf.csv + -rw-r--r-- 1 auser agroup 1715 Oct 29 10:33 roofline.csv + -rw-r--r-- 1 auser agroup 650 Oct 29 10:33 sysinfo.csv + -rw-r--r-- 1 auser agroup 399 Oct 29 10:33 timestamps.csv .. note:: diff --git a/projects/rocprofiler-compute/src/argparser.py b/projects/rocprofiler-compute/src/argparser.py index 240d7c6ac6..826841e7ca 100644 --- a/projects/rocprofiler-compute/src/argparser.py +++ b/projects/rocprofiler-compute/src/argparser.py @@ -439,13 +439,6 @@ Examples: type=int, help="\t\t\tTarget GPU device ID. (DEFAULT: 0)", ) - roofline_group.add_argument( - "--kernel-names", - required=False, - default=False, - action="store_true", - help="\t\t\tInclude kernel names in roofline plot.", - ) roofline_group.add_argument( "-R", "--roofline-data-type", diff --git a/projects/rocprofiler-compute/tests/generate_workloads.sh b/projects/rocprofiler-compute/tests/generate_workloads.sh index fe2e141d61..fa9242c109 100755 --- a/projects/rocprofiler-compute/tests/generate_workloads.sh +++ b/projects/rocprofiler-compute/tests/generate_workloads.sh @@ -2,7 +2,7 @@ declare -A commands=( [path]=' ' [no_roof]='--no-roof' - [kernel_names]='--roof-only --kernel-names' + [kernel_names]='--roof-only' [device_filter]='--device 0' [kernel]='--kernel "vecCopy(double*, double*, double*, int, int) [clone .kd]"' [ipblocks_SQ]='-b SQ' diff --git a/projects/rocprofiler-compute/tests/test_profile_general.py b/projects/rocprofiler-compute/tests/test_profile_general.py index 1150b16a92..758b2e9e5e 100644 --- a/projects/rocprofiler-compute/tests/test_profile_general.py +++ b/projects/rocprofiler-compute/tests/test_profile_general.py @@ -587,14 +587,21 @@ def test_path_rocpd( @pytest.mark.roofline -def test_roof_kernel_names(binary_handler_profile_rocprof_compute): +def test_roof_basic_validation(binary_handler_profile_rocprof_compute): + """ + Test basic roofline PDF generation with full validation pipeline. + This test runs the complete validation flow including counter logging + and metric comparison (if enabled in config). Validates that roofline PDFs + are generated with the integrated multi-subplot layout (roofline plot + + plot points table + kernel names table). + """ if soc in ("MI100"): # roofline is not supported on MI100 assert True # Do not continue testing return - options = ["--device", "0", "--roof-only", "--kernel-names"] + options = ["--device", "0", "--roof-only"] workload_dir = test_utils.get_output_dir() returncode = binary_handler_profile_rocprof_compute( config, workload_dir, options, check_success=False, roof=True @@ -631,7 +638,6 @@ def test_roof_multiple_data_types(binary_handler_profile_rocprof_compute): "--device", "0", "--roof-only", - "--kernel-names", "--roofline-data-type", dtype, ] @@ -666,7 +672,6 @@ def test_roof_invalid_data_type(binary_handler_profile_rocprof_compute): "--device", "0", "--roof-only", - "--kernel-names", "--roofline-data-type", "INVALID_TYPE", ] @@ -815,7 +820,6 @@ def test_roofline_workload_dir_not_set_error(): class MockArgs: def __init__(self): self.roof_only = True - self.kernel_names = False self.mem_level = "ALL" self.sort = "ALL" self.roofline_data_type = ["FP32"] @@ -828,7 +832,6 @@ def test_roofline_workload_dir_not_set_error(): "device_id": 0, "sort_type": "kernels", "mem_level": "ALL", - "include_kernel_names": False, "is_standalone": True, "roofline_data_type": ["FP32"], } @@ -879,8 +882,15 @@ def test_roof_workload_dir_validation(binary_handler_profile_rocprof_compute): @pytest.mark.roofline def test_roofline_empty_kernel_names_handling(binary_handler_profile_rocprof_compute): """ - Test empirical_roofline() when num_kernels == 0 - This should trigger the "No kernel names found" log message + Test roofline behavior when kernel filter doesn't match any + kernels during initial profiling. + + When profiling with a non-matching kernel filter, no counter + data is collected, so roofline generation is skipped with a + warning (but returns success code 0). + + This is different from filtering existing profiling data with + a non-matching kernel name, which produces an explicit error. """ if soc in ("MI100"): pytest.skip("Skipping roofline test for MI100") @@ -890,14 +900,20 @@ def test_roofline_empty_kernel_names_handling(binary_handler_profile_rocprof_com "--device", "0", "--roof-only", - "--kernel-names", "--kernel", "nonexistent_kernel_name_that_should_not_match_anything", ] workload_dir = test_utils.get_output_dir() - returncode = binary_handler_profile_rocprof_compute( # noqa: F841 - config, workload_dir, options, check_success=True, roof=True + returncode = binary_handler_profile_rocprof_compute( + config, workload_dir, options, check_success=False, roof=True + ) + + assert returncode == 0, f"Expected success (returncode=0), got {returncode}" + + pdf_files = list(Path(workload_dir).glob("empirRoof_*.pdf")) + assert len(pdf_files) == 0, ( + "No roofline PDF should be generated when no kernels match" ) test_utils.clean_output_dir(config["cleanup"], workload_dir) @@ -918,7 +934,6 @@ def test_roofline_kernel_filter(binary_handler_profile_rocprof_compute): "--device", "0", "--roof-only", - "--kernel-names", ] workload_dir = test_utils.get_output_dir() @@ -991,7 +1006,6 @@ def test_roof_plot_modes(binary_handler_profile_rocprof_compute): "--device", "0", "--roof-only", - "--kernel-names", "--kernel", config["kernel_name_1"], ], @@ -1083,7 +1097,6 @@ def test_roofline_missing_file_handling(binary_handler_profile_rocprof_compute): class MockArgs: def __init__(self): self.roof_only = True - self.kernel_names = False self.mem_level = "ALL" self.sort = "ALL" self.roofline_data_type = ["FP32"] @@ -1098,7 +1111,6 @@ def test_roofline_missing_file_handling(binary_handler_profile_rocprof_compute): "device_id": 0, "sort_type": "kernels", "mem_level": "ALL", - "include_kernel_names": False, "is_standalone": True, "roofline_data_type": ["FP32"], } @@ -1137,7 +1149,6 @@ def test_roofline_invalid_datatype_cli(binary_handler_profile_rocprof_compute): class MockArgs: def __init__(self): self.roof_only = True - self.kernel_names = False self.mem_level = "ALL" self.sort = "ALL" self.roofline_data_type = ["FP32"] @@ -1150,7 +1161,6 @@ def test_roofline_invalid_datatype_cli(binary_handler_profile_rocprof_compute): "device_id": 0, "sort_type": "kernels", "mem_level": "ALL", - "include_kernel_names": False, "is_standalone": True, "roofline_data_type": ["FP32"], } @@ -1187,6 +1197,223 @@ def test_roofline_ceiling_data_validation(binary_handler_profile_rocprof_compute test_utils.clean_output_dir(config["cleanup"], workload_dir) +@pytest.mark.roofline +def test_roofline_plot_points_data_generation(): + """ + Test that plot points data structure is correctly generated with: + - Symbol assignments + - AI values (FLOPs/Byte) + - Performance values (GFLOPs/s) + - Memory/Compute bound status + - Cache level information + """ + if soc in ("MI100"): + pytest.skip("Skipping roofline test for MI100") + return + + sys.path.insert(0, str(Path(__file__).parent.parent / "src")) + + try: + from roofline import Roofline + from utils.specs import generate_machine_specs + + class MockArgs: + def __init__(self): + self.roof_only = True + self.mem_level = "ALL" + self.sort = "ALL" + self.roofline_data_type = ["FP32"] + + args = MockArgs() + mspec = generate_machine_specs(None, None) + + mock_ai_data = { + "ai_l1": [[0.5, 1.2], [100.0, 150.0]], + "ai_l2": [[0.3, 0.8], [80.0, 120.0]], + "ai_hbm": [[0.1, 0.4], [50.0, 90.0]], + "kernelNames": ["kernel_A", "kernel_B"], + } + + mock_ceiling_data = { + "l1": [[0.01, 10], [10, 1000], 100], + "l2": [[0.01, 10], [10, 800], 80], + "hbm": [[0.01, 10], [10, 500], 50], + "valu": [[1, 100], [200, 200], 200], + "mfma": [[1, 100], [500, 500], 500], + } + + plot_points_data = [] + cache_colors = { + "ai_l1": "blue", + "ai_l2": "green", + "ai_hbm": "red", + } + + roofline_instance = Roofline(args, mspec) + + for cache_level in ["ai_l1", "ai_l2", "ai_hbm"]: + if cache_level in mock_ai_data: + x_vals = mock_ai_data[cache_level][0] + y_vals = mock_ai_data[cache_level][1] + num_kernels = len(mock_ai_data["kernelNames"]) + + for i in range(min(len(x_vals), num_kernels)): + if x_vals[i] > 0 and y_vals[i] > 0: + status = roofline_instance._determine_kernel_bound_status( + ai_value=x_vals[i], + performance=y_vals[i], + cache_level=cache_level, + ceiling_data=mock_ceiling_data, + ) + + plot_points_data.append({ + "symbol": None, + "color": cache_colors.get(cache_level, "gray"), + "cache_level": cache_level.replace("ai_", "", 1).upper(), + "ai": f"{x_vals[i]:.2f}", + "performance": f"{y_vals[i]:.2f}", + "status": status, + "kernel_idx": i, + }) + + assert len(plot_points_data) > 0, "Plot points data should not be empty" + + for point in plot_points_data: + assert "cache_level" in point + assert "ai" in point + assert "performance" in point + assert "status" in point + assert "kernel_idx" in point + assert "color" in point + + assert point["cache_level"] in ["L1", "L2", "HBM"] + + assert point["status"] in ["Memory Bound", "Compute Bound", "Unknown"] + + assert isinstance(point["ai"], str) + assert isinstance(point["performance"], str) + + except ImportError: + pytest.skip("Could not import roofline module for direct testing") + + +@pytest.mark.roofline +def test_roofline_bound_status_calculation(): + """ + Test _determine_kernel_bound_status() correctly classifies kernels as + Memory Bound or Compute Bound based on their AI and performance vs ceilings. + """ + if soc in ("MI100"): + pytest.skip("Skipping roofline test for MI100") + return + + sys.path.insert(0, str(Path(__file__).parent.parent / "src")) + + try: + from roofline import Roofline + from utils.specs import generate_machine_specs + + class MockArgs: + def __init__(self): + self.roof_only = True + self.mem_level = "ALL" + self.sort = "ALL" + self.roofline_data_type = ["FP32"] + + args = MockArgs() + mspec = generate_machine_specs(None, None) + roofline_instance = Roofline(args, mspec) + + ceiling_data = { + "hbm": [[0.01, 10], [10, 1000], 100], + "valu": [[1, 100], [200, 200], 200], + "mfma": [[1, 100], [500, 500], 500], + } + + status1 = roofline_instance._determine_kernel_bound_status( + ai_value=1.0, + performance=100.0, + cache_level="ai_hbm", + ceiling_data=ceiling_data, + ) + assert status1 == "Memory Bound", f"Expected Memory Bound, got {status1}" + + status2 = roofline_instance._determine_kernel_bound_status( + ai_value=5.0, + performance=150.0, + cache_level="ai_hbm", + ceiling_data=ceiling_data, + ) + assert status2 == "Compute Bound", f"Expected Compute Bound, got {status2}" + + status3 = roofline_instance._determine_kernel_bound_status( + ai_value=1.0, + performance=100.0, + cache_level="ai_l1", + ceiling_data=ceiling_data, + ) + assert status3 == "Unknown", f"Expected Unknown, got {status3}" + + bad_ceiling_data = { + "hbm": [100], + } + status4 = roofline_instance._determine_kernel_bound_status( + ai_value=1.0, + performance=100.0, + cache_level="ai_hbm", + ceiling_data=bad_ceiling_data, + ) + assert status4 == "Unknown", f"Expected Unknown for bad data, got {status4}" + + except ImportError: + pytest.skip("Could not import roofline module for direct testing") + + +@pytest.mark.roofline +def test_roofline_many_kernels_dynamic_height(binary_handler_profile_rocprof_compute): + """ + Test roofline PDF generation with many kernels (10+) to verify: + - Dynamic height calculation works + - PDF is generated successfully + - File size is reasonable + + Note: This test uses a regular workload but validates the PDF structure + can handle the multi-subplot layout properly. + """ + if soc in ("MI100"): + pytest.skip("Skipping roofline test for MI100") + return + + options = ["--device", "0", "--roof-only"] + workload_dir = test_utils.get_output_dir() + + returncode = binary_handler_profile_rocprof_compute( + config, workload_dir, options, check_success=False, roof=True + ) + + assert returncode == 0, "Roofline profiling should succeed" + + pdf_files = list(Path(workload_dir).glob("empirRoof_*.pdf")) + assert len(pdf_files) > 0, "At least one roofline PDF should be generated" + + for pdf_file in pdf_files: + assert pdf_file.exists(), f"PDF file {pdf_file} should exist" + file_size = pdf_file.stat().st_size + + # PDF should be larger than 10KB (has content) but less than 50MB (reasonable) + assert file_size > 10000, ( + f"PDF {pdf_file} too small ({file_size} bytes), may be malformed" + ) + assert file_size < 50000000, ( + f"PDF {pdf_file} too large ({file_size} bytes), may have issues" + ) + + file_dict = test_utils.check_csv_files(workload_dir, 1, num_kernels) + assert sorted(list(file_dict.keys())) == ROOF_ONLY_FILES + + test_utils.clean_output_dir(config["cleanup"], workload_dir) + + @pytest.mark.misc def test_device_filter(binary_handler_profile_rocprof_compute): options = ["--device", "0"] diff --git a/projects/rocprofiler-compute/tests/workloads/vcopy/MI350/profiling_config.yaml b/projects/rocprofiler-compute/tests/workloads/vcopy/MI350/profiling_config.yaml index 745cc95955..fb20e78a22 100644 --- a/projects/rocprofiler-compute/tests/workloads/vcopy/MI350/profiling_config.yaml +++ b/projects/rocprofiler-compute/tests/workloads/vcopy/MI350/profiling_config.yaml @@ -6,7 +6,6 @@ format_rocprof_output: csv hip_trace: false join_type: grid kernel: null -kernel_names: false kokkos_trace: false list_metrics: null loglevel: 10