From 9f3c154d841255e6be8322b6d8e643692c8f7ffd Mon Sep 17 00:00:00 2001 From: gramps Date: Fri, 9 Oct 2026 09:24:13 -0700 Subject: [PATCH] =?UTF-8?q?TASK=2051=20slice=201:=20background-effects=20e?= =?UTF-8?q?ngine=20=E2=80=94=20bundled=20MediaPipe=20Selfie=20Segmenter=20?= =?UTF-8?q?(ONNX)=20+=20Remove=20(Unit:=20bg-effects=20engine)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Model: Google's official MediaPipe Selfie Segmenter (landscape, Apache-2.0 per model card), converted to ONNX by tools/selfie-seg/convert_tflite_to_onnx.py (custom op Convolution2DTransposeBias -> ConvTranspose) and verified against MediaPipe's own runtime (verify_against_mediapipe.py: max |diff| 5e-5, 100% binary agreement). Embedded resource, 430 KB. - Services/BackgroundEffects: IPersonSegmenter seam, OnnxPersonSegmenter (onnxruntime 1.31.0 CPU, never throws), BackgroundEffectProcessor (None passthrough, Remove = alpha mask). Not wired yet. - Tests: Remove integration test (fake segmenter) + bundled-model contract test vs MediaPipe reference mask. Full suite 407/408 — the one failure is the documented interactive-desktop flake RealMouseDrag_OnTheLayerList_PersistsTheReorder (passed in the run before; code path untouched). - Docs: ai.md reversal + section + licensing guard, THIRD-PARTY-NOTICES 11-12, TASK 51, indexes, MyMistakes recipe, HANDOFF. References: obs-backgroundremoval (approach only — ONNX Runtime on CPU, 2 threads; GPL-3.0, no code used) https://github.com/royshil/obs-backgroundremoval ; MediaPipe image segmenter https://ai.google.dev/edge/mediapipe/solutions/vision/image_segmenter --- Assets/Models/selfie_segmenter_landscape.onnx | Bin 0 -> 437737 bytes HANDOFF.md | 82 +++---- Models/BackgroundEffect.cs | 11 + Models/index.md | 1 + MyMistakes.md | 16 ++ .../BackgroundEffectProcessor.cs | 106 +++++++++ .../BackgroundEffects/IPersonSegmenter.cs | 13 ++ .../BackgroundEffects/OnnxPersonSegmenter.cs | 107 +++++++++ Services/index.md | 3 + TASKS.md | 2 +- TASKS/task-51-webcam-bg-effects.md | 54 +++-- THIRD-PARTY-NOTICES.txt | 22 +- ai.md | 52 ++++- tools/selfie-seg/convert_tflite_to_onnx.py | 218 ++++++++++++++++++ tools/selfie-seg/verify_against_mediapipe.py | 59 +++++ ytLive.Tests/BackgroundEffectEngineTests.cs | 115 +++++++++ .../Fixtures/selfie-fixture-256x144.png | Bin 0 -> 68689 bytes .../Fixtures/selfie-fixture-expected-mask.png | Bin 0 -> 1019 bytes ytLive.Tests/ytLive.Tests.csproj | 4 + ytLive.csproj | 9 + 20 files changed, 796 insertions(+), 78 deletions(-) create mode 100644 Assets/Models/selfie_segmenter_landscape.onnx create mode 100644 Models/BackgroundEffect.cs create mode 100644 Services/BackgroundEffects/BackgroundEffectProcessor.cs create mode 100644 Services/BackgroundEffects/IPersonSegmenter.cs create mode 100644 Services/BackgroundEffects/OnnxPersonSegmenter.cs create mode 100644 tools/selfie-seg/convert_tflite_to_onnx.py create mode 100644 tools/selfie-seg/verify_against_mediapipe.py create mode 100644 ytLive.Tests/BackgroundEffectEngineTests.cs create mode 100644 ytLive.Tests/Fixtures/selfie-fixture-256x144.png create mode 100644 ytLive.Tests/Fixtures/selfie-fixture-expected-mask.png diff --git a/Assets/Models/selfie_segmenter_landscape.onnx b/Assets/Models/selfie_segmenter_landscape.onnx new file mode 100644 index 0000000000000000000000000000000000000000..154384ac03e3ec3c152d9cad76be01762b4d527f GIT binary patch literal 437737 zcmcfK2bdN`);IhniX$qbAQ-U01ejnL!U!`oCKPi<*U%`aC`rMbnjm5h7!XsNFy}~^ zp)uzi*K`}#xau0#UBiCA>Jis{-+jL8b@$QBtLg5lQ|J6otm^8%$2M)+cN{Zj#Mlx0 zj+i*<$n_@eH)iytQPtzejXR=xO0%s;jT}8izVkO?F9Jz&&&)$8|KHy%2E{QhG`tsieZe%xWB4w*D+WW3+_L*lK1 zh>e4Yc%LKVN#nk?H;LbS()hgtg7qgHxnc3gm8yDFwHiHc z!l9GeH=oq2+mbsSGGg4s3F9Y@>bYE1%L$_n8Jk2&i=tcCKnO;!unyj2PLiYR4g4Z@Tx++ikb$4tcW{J=<3;Idb%v5tBxbA2$)B zW*GHsTh(g+L&hIEp_9AjJv&sjJ!sS+<3^3yd*T69Ca*;xYFD+y#7T#Y9yw}a(!5Fj z^5pj+wWiyWn~ykTrTa)(i4 z4y`)g{eS?aZ}_KQ`xcXW_x>*dwfj|8YF8CR2D#NgLFyM;szXanx2hdRjXZSUQCp81 zF|Oy*RV_yxQJS|j__9@P4jMIT!pPBMCzg(>Iy#IiZQDQSG9YkRY}^%o;qg|x4B2Xn zP5v`y|BrSp)#x8YF1GA30ZwV!+NzdqEy>O=%Wd`jjAhm;aW%{r<}^__xXOKiaPeM88se6O@_&vG#Wb z5u8|EOKzWDKgD7Rt52^IR^Rg9kRpBl+d{JWuTGIZeS+MYe}Pp~0_tD>8=}3>;%NV0 zt#AMTF6+}Iz6|l|5aKmV_rG6c|3?tPWi_Q-sa00A(q%PeAXhj28^XDU>HaHN!~fr0 z)&#VwgcTyVrtiPNDr2ZA*Q(2I)#AT`_3N@M6o48vNvH&DwcT0_89B140Ms2;eEl%mb^Jc50)xV#~OKhc0`u`GJ zn5g;&L-wuxRTI^*VO*2B%YXZX`0cmY+`swM5Mr}muyj9VtW22zs9$O0K4r%ADSH>& z_%{a>=Bj?dy#4zB>s-~>M6NOP4EV)d)o(y3d3~Ayhb-#9cv}4(3t#^xOO^T3CxGw& z-&UAkm&zd~`8QCRAm<^a=UW|3540cXqf`w~){UTv%%LPnLnJ_g$k=p-u0rPLe;eVW@!?aWDfk&bS z;WfXQc52H-Oihz5LmJiozKfU;skNcP)DHM%q)rQIR9n`Wnlg=Q2DEQEsdumcu+aRc zd9-3xDYO(_{Y!k1K~r6J{JN*4K{-A~h06TZ@N)&DY!mg!a9w*=n*S4~xABsZ;8o0fR}O7+77Wx1IC%_F%? zFDptm@3Z)ks07utwCh)HE(qtI7W26PD80efl-cT21lM zr`!%`TA2208vOh22bB2wsFG5>ELa|H%O|ELd^P2?+ONzn>sM4Yzwf+S;;ZRXO8%E! z#-H$&RlZ;UkYD}E{Hj@8<$uTgs%f&^zf7-Xel<<0eS7`-{Oa3e_;UK{UxvDe#@{o) z`j$5DD}R34MCJRwrL~(L3;LJ&)pxPAf1mvFC>mf4_&@T?^M2V}c6#CuTYgRP(Nv)N zmy?)B2~-+2Dqp4&xJq7hI6VvnK z?-U!lI{ri{3_6%Fb z$37us`qxxN{!=_WvxWP9-CFN3YU1dlM)lmFs>{CP#~(6s^tcg|M(sT*yoK>*XKeY} zWbd)#M~>=Nb-;)*`|Ukp^bw=Rgq`-~s#=!Kt;dWWH)_Non!I@^c?SLi%6uNsgl}<) z|IH26(XuJ*deN-ZZ@^E*y$rqqWjqe3{`J8(fIX?y^lxd^@Ywh}PW}VRsdRvq=s%0o zfO0AwP?o5l`hPb&m%-EAFVR`*)`eDu3ycXgBU zVFsw~_0ywK$Zj`f)34jM4e?jqt6X&0%m^xlIkP&vxBUIGo48Ww;;q{fRMT^4ZMhJw zEw%0ayV*HpcXjV3p}*L^4cXmf{&MA9?X_q*vxJ~@Q<}1A&`&QRniOfWZaHt(hIzBv z>&xHMx?YS1p^L41LU_z~TY9^;s#SQ6Tc%R=V*CE5>HYuslKdCxU0q$;tJ2O#{mGE)j=$wb~Qt|K{vHxwMQoqosuErc;>hs(*et`kSYC2j4E3 z(SpcQ@K5`SWpI@bo7J8tf6W&JKPlC(Nt>FcQ>gdVeHNGV-(0Cs$%zX>!>iQN)lIlO zZkERW30~>*pC34Xb6jPf*OZ3#F7@YG{AVB7R}PT-{vyr8uI^&z)OfNF!TFOaKj|=_ zNuwrhe_s>VltMjyHko*O8P6UpgNb|pbSe|)=SR!mG1bfG%j%z>FUwR9551GL1vB?$ z=3vbo%BH?epqrAgcj+QeflG%;>7O4+{hyyLHGQP?Z$4Wp9bIn6ReP`bv!i>Kq8M%L zh=~XN`!BDWhi|XEL2bXr*zmE~1Rsm--SlCX(@!6Z?fvt&Vm+T-x=p(_Ey928nr-BR zo!-NWrK5P&!BKW`LsUG|5T%FLN0rkCNBL5YS@ltNZC#XH+7QJ@)kjIQg;CVKF-qGk zjN)$fQE^s%ls;ix%Y{)gx-m-5uaEL>jZu8(f+)ScF{)JbpW^tgA*%dU|3XKgJ#}GJ ze4zijx~RC7yu%uz?AXCkJb7@Ge1?bq_JiV#^5M=0$mH(&PH?Y z!YJzqQ{EWmf6~8wV^kb4I4Z^rjw)@@wy2BZv+?_^E{gs!Fv|8Me|uPVrsu#xQPP|I zE$Gv!K8oAJFxmBj#wc2)G0N^mJKcGl`%m#bP2aVy+mSaBuBr4qQTq&Z`{T!kmBztQ z`e$S6U~GWnPYa^>vbreyq9MvRBKM#LQFaYozGBbU+*j2{(F+Yxbkm?Hon+j8aNJ)P zRj$|0=6S@9Ezw_STttVH$sgh0hl^u#G zx|pxFD)^&_inc|R-39x-Y)7}0pVJp%T@k-8ox`!M1IBnSHvVuvxs6ffbTM#0Oy{9L zmOl=yi}K~!^h3|kmgT5CT7?sJUqf&OpkuOp)x&Xu$s zOW!{3zZewdef1B89HX#Ic# zIbVz4x5o5jlMC3VR}!Us6HTYnx#Vu5e>QBhVBFmKDsty(`=%~RpI;C~Azt^akJ1Ac zMlruvb{1!Clc+e9%^zjsqm83iw!Z$&jDJ?Fp04e5^1ddwfnN8}p-OCQ$FI%xABVmT zUgSo>2UYNQa@|Gy6==U?*B$xoTsq2`n}xlPKyaKcYoZ{FIo;iYWhv-7drDW-<0Co6Te&yeplO zC_f;HDl5A0u_&sv(sx1;rAHP~@;Scpu5yFEo5kCQ#;-_^o9KTk9oM4AJL2R!HhgA5 zly6PCxvs^A_C!raH_krl=4~pVX&|K%3fo{Eeaik8&@%$pZ z55Q+#*Z0&%89wRl@U}yDHalO(KM%rv2`pzUjM8QK>PR@>*B|JYW2@-{#gF@A+2TaD zxS_Gk<9r?d9)|Bie3}i8BDT(7MRz`$&d%Z{@8OuQ=By6$HO8q|`M!Ku$42eg<(YX= zk9`X1{u-%S67Y_I~FnU4F7 z9}M?f?6fD@XN!xI&|L}JYR1i27)5NI<@&mby}5Yq0ngsfyBoU(``5$Og&r-~E963V z*IUznFn_E-?>6L}L+{~(;cZ1HB{5HTxbt|ql6Pzakzvh`$cJNyueWR8nZUOo2rr-U7L%xHMH|yI#ru06*s_fo-w!KwVdpIg>BZM z*Ts$%c@WL>@=b=iYs)f zVTZ%n_V2L2I4G(tN&ijF=w{+#nDZb!?uTI}o_v(cqz~P2 z1Nr8A&VczLItRV+j>b3Xkc}nx8`tZg(U#vp z2R2DJkhJ_>9LzQ$mj8xtKh;CUNiGo2)5PIBb*24^=kbhP2VasCpTq|%h{5aFewJA7 z4|5C)x?;^nvub0Mo=NV;WObp#Cul~JvnHLV>u)zdikmh5v%=Jp7~+Kuqs-9;>_^Epb9+`B9Zw9e5=({fc2as5q-6J)dn^)|a2x;C+V`Ev;t|9j{zH zY0wtx@s$vV8h#(oWl*tdb{7k(kJ*|m`m!il%k}cSJCtX35HYQ3dIIanyqJgcn;cIY zw?2=AtXazaerT6A?o`J~qPG+N=8ybQykBF1O@I%XYaN`7u^WZC$sD+&>16N19EsNs z=C#4*&(*DuZpOEf^Q}*!n>pQ_S-h*wIx}8E`z$*4gEwcJXW3+3a;|i^uDnaGHBMzO zI_w4ij5_v&?+tPJcm=qJ!#YSt?CqEY=XiAC zDeZ3ZKNA&fmS4m6=F(y+nyvA?jQ!fPBWD)se^#$u250M&dj;(4;`1k%K7+3{ozG|# z05C+bY_9)B*kTbGviMcw+Gt-D?m?oz=ir{}2#IpfV8F0gab}pXG|PY<1~etJX$G8u z$r<$_g4&6ppChO?L{K_~rl&)^1IZ#L2^Kz#CWnyH2HJC7H_+7cSG+uw_dvG+%UAS| z#C%?pM(HF%!V2O#!Y9!DUI@>FTx90w(QKjdA~UR8qdRzuwpksEZp6yRn3+=N6O7wQ z1Z~SAC$UVZ6YG)xgL5_6YDfMio=31K%oXeMOid2YUcrmSGOYay{*RKg2tLnq`3d?z z32m^oLm$@k30d^W@Gk4;z<>|^DR8|6zuJ&qjVE2=-Q0hUcR`+dPz-0}P}9}xN>8{( z@cvP7)#C9LkEzS?t&LGK7aa$r*VB==q94((Dgvc*vA^rb@YtUnMOAVZd~3n76#OCL z!;0htd|I=u8eDlCf6*0b%jc4}C+ssEUCH|kUG9bN%*HZ$@=&WbrMDGUWcG|A*H`kz zeQNPC^jpQ4U^g|{YPjcC&KZgz?)se+grV z_d0kBwwvR;d=h0h8^5&cPaN~eJfCf^PonrZM?3S>tH#~N59X`1x7gl|FIv)XDmmuP zbPM{-ferTTay-~5Jzw7|#yTrgITxH;Lyp(eP2a=@6?(^23ZY9o-;umbGVb4O|oHa|T>P z9Lv*tWp)_O4{OoQoMMnTWbfu7Kb{fp;^+n7TW$w*4BwY;q!e&5H&}0WzKa&+?b=YaF%z@?@Rp5_CtVhas5a)xV^g{RM=25xL)xDwa}_)4Vv8z*DiHdZfIvNh_bWL zs3XZPa=If7Rzb-$_;#e*pUJV4kgja(_GDcH&!KQ^V%4+2_^xoyr}MW~3mex*Nd*5L zFm7(Fr`zOeyBDX}YolNMp8FbOU#H9cpHgC2$r4aS#KCOfG%(I@v+*@gMR~0^PXFZZ_rj7bGETon7P^;AEWI) z^jmCbPZe!WULRxc#OGzt3$NK7>5Bj9>@*GS#ccUEI_y&)#l0Im$I;8WB4LZl7xT@g zFfQkMJ25cGHJ?}hI50}bvhfyjsy`jO%IBrUkez_UydR#IvP;D3#>ScZ<01Hl{IinI z_YzObIF5s1WxAVJvSmH>vt#y0{_QdRZpDgdm&N}_I?QsGCzXxaG1zNQbSJ^k z%f08%>{+%tfNh$?acUhOi-}Jib@*?}zkS4-c_x0w(NaYS$J*-HsdD58W2`{Zuu^u; ztsUWEwkJ&t16KxkZIp1-jx;WRk70nS_$Qx_Q>>%xT%8Lu@qUdk6TKa?G>cE6o5SBde@H}o89 z%!7DcNA6PkLhV?!(X*_!Gthh+cDyDw&NK5Z+6^6*2d!f3bgw)MA6r5xI4Q&?sPZ_&rrLE4pNJqkAzYDSGFYkZuqCL z!_x2^sco(r$oBCZalwX_ON|+U@9O5{2l=|WbcJ zza?DHA)|%scf{lbG}GMQ2>*R^?YoG}V}c%Ra;Ekp@EnBafpkBg9&KUkO8y1x(*mzs z*t!a~3)%T0ar3$MozWl4zX>|_3;P#^dXU}1CNH`VF*BR4qnd1<4#m@aR#C^}26Ttu z@iZP&v~_`Fd9h8W%8T`8aW?D)2OFk|_T|yd*8X>NL&=+K%rNce4vLbAt}kPoq3}(S zr&I9{^UZhg93d9eguJI*?Ly|M_`FWnfoLzq=NjW?vV(X@(S{w^idZeCiJ#}#y{-Gx zv_B^X|3dFztG~^QlGEV0gRQnE+uRt5>&SCd0Yjy}Axg}n`IUTf625hC9ERsyvGE38 zCy+Ty|8%;_m%uANn5<9-!W;-|u{8c6SIJM+iflP@&O$fN*ze@daPm6AbC1{z>-s(E zcPCx}?*r)8b2Qi2q26;ax;-clau0I6&JIuDZ@m<9Bz=Xx z&(wK~U>=)6*JreiVw=r^J?MEC`nhCAaMkfyXFAEpWMlEW0HzxJpF*#GMjhqH^6*~3 zHg_9;J-*gqS@3BOSPr0%{m+VgE#!K#C%y~uIfdMh&D~-+s$CG}Yw^cv_^4BrN7-p< zW8PuM?csh4rk9L4T>Q4Ss+`BR^Wk|6j@9J1xgo@Dv=+K%?0G-=o4CG~j1X^hOx{O7 zO-_DmZB(W2K=ixeCohv~HauS2WU}Ea^I~&&FNV)tSy_<|RRip%vGdb#_GJ@v`8YK1 z&@<>GFQUF;Myw@AC9D#$IyyO!$nAZl=qE5O?S<5D#y`r4Hvy<9njt!DjuS_)RGxzWX1qJ%_vN!{wEMg6$Bygr#dsLZ%gJo*7s0y|f0^r|OJKciK@@*P-mCiLMY=y;JE84K zw@LagCi8hVUKg$#425wa)g z*agop<{-GlZkDp+6gdAN9(%BR1{dFj+)Dnc2J~XbA2w{NZ^L1_37^&Z>1KVC$urM} zH=dPG*!NHDG8q31<`xTl+e5}QGS4?oT}$`Ueo{je?_eIDhL(NfWzq0e$cJ2>Bsb!- zF}!lGXiJxm*ecZec5v(@KmR};U80`)PT!CX^|d#q&iGgGQYVU&^&RPYs2KD-6}{p3 z3!7dp7uvwlQ6DVXHLm4e3U3jfd8WJXPtMikzuH3l9nG@Z=SXaKqirS+6kge2&?1=`?aBT3nzMj^sr_pbBYl~La zAj`4CYxU)GYS`6|)$ht(@6Tr>gGP&Dd7dItZTM4t~F`;zrHZ96)w zsl&G%c~|kil5rtV=@GtnO4fw+qB?If*$dX94S#)Ot~?XY9gMvb|6S;}6PkhEAx$P< ztxk{O-zD^k*R&fQR)_5)*S*EX*LaN4cLzPSWxLb!Ub5P<*FE%>Kj{f%u|@F+eldTn z%r9s1*AAXxrnBR8{7+@W%LkbsV4rO+`xfmv_=@Y~G5AK&V^M?ersyz{tXj3|U0655 z>kIbs+#H8F@-Os$QawA$c|CHwEwsi{N30t{JeKe7Le53({3;CgEt56ye%H~p343vJ zo$pP|sp?;1e$J-TA=C}Nif7GN^Xa((`j5#}_p<}M>S5=sBl>Z8x2>~B1=~!vk_#cv zqpS39340@7SPukD=~a04l2aFxu^TLV;6DJ5b;&;fU8o6SCLSsWR)zg8e2)|N7qV>? zzEk!6b%AFV_U=pWRpROz_F4e@YHTo58=dlwYT4RkhA$gdhPw|wSF>*~*9m^7(ueP& z)~?Uv3valSC-A;RT$xvj3c9Do!4zZE)71FboEgIuog4U(^OEu6JnC%Bp7@A^EMen{ z7+DPsEcuK2&S+Hs^pDp!&-LYG*J|GokB~c$)>+%5|6zeVLh~S=@+@vq*Yn2aZ8rBR zB3(c@wYg!i=Y(tI(iP^d%sSqCh4>PAU>`o8=H9!BVneww#r-z+F%CfY zSH4&%{w~mWy0&qS$=Z!c#%K$3;5q2OfY11R6rQJfUYM@0kuLk9Gk4~P9>|z=bYP;U+hSA$tv;eBp?4o$Av#jKiMQL8T+(^N zB1&>Qi_18FO@_=))<9!rmvtA3kK)wPuX2`5WcldvhNiC@Hy~?W7|&)OPmf{Or3jd=ETR~nc-q1!KL)OT zcGJEFTWl};YRSKt-ot_oWXv|&*K?@2*?HRT zl)d%tPiVBmsZC{#{_gxd+Z_etH?X&G1lxCIpR4H`Y%F4;)%f)s{GT#97$CG7t zi?)!VZB>?W{Cqb0>*&8Oy&rbHEZy#gdsH181-oerQQZpfi`nd3e9b78`(6JiHokIw zIGsL5dm9-av4P$9q?Z5xQ4b#<**UMA%(lNU3?LL zvO_i*{Sn$a>t6{Uu~lq^&%=(V(Dbn%eF0wgu_@B_;g^sF6#j3tC zE8rmSHL|MUd&%`YHXTEcr`Y5wV|t3WneI0e&sQ6}9$Or({bP0*qJ3@0aAW53;aKMm z^nI6{t>O60^|Iuw3fm)MZY#4<3mDI6v~xp`VPazQ26aH3tX*GzDIKpUR<>r-wPCcv zDrcHP4&O$9)w9yv*id)&!RJ%@FU5}GuqsGj*ZvTDz?`vdR)J$xZ%Vr0b&ELW>r`DT z-X(J@_M6P^JK%>;Ig4LQ#w+Mx;aF9B$GM(v(N3d#FTTFd@uN5%3&#T2RwBiY>?z*Ut?+8jUsj2E zH*Zpw);4W$l!*P}0ko@%voEx5%%36l?n2*+Jo%U{toQbGknbbduRES*#}Hc)e^mOz ze6yKwB{Tl+bhvC#nK#8jbfQCiBRiVmDmSwCA=++YyYKn(4}AM2T~^_zm#nhPY87wy zLjHsmQ^m?ZiqMa9?AK_Qie1d)VOKj}r{4EpFnc={wIxH$rN_eze{`p~>_m_4U7w1F z*p05Qi}FkGSqYZM$vcrBtWwf;cwAz4T~5Wf!uKE>vrpw%w*8JSHTaxSZ-)x)diXx+ z+?(tZ9pAA*;oeM~inZ|7Kzg?EGwA0jD0=~q!P>9IV+h{!94WtbVc&b4zlPVF-1s7K zG6$|L-JipzYH!+z$CujFyli9ot>yX}{A65Z8Fo5>{hmg*DtWKD?=BN3>zBhBdCAF* z(jk1|l^ll8gT{Nin~xrB zZjqb2Xlw0khL6l!@ss>wo=Kl!zuoy_wAdajR(lklnB|jNmaS%dm~-e|8AR3$de)G& z4&4voBX-Mrl8J9}JYE@W$Kk`q(V1)?i@SZ;`g3#Y84IHHU}M#(tfSofn0*eGkL;KA zX4m(PJqDKX@QdkUwD@Gx1lIg`ysBKc#P=q6R-@}Ia=$kAess?^MCn^%cO7_+z~ct` zwG%6+)9WPt4>|K;dX918Bdim$1;$ShFXuGcF=F4(Tz}!1?VjzzuU-->&AcnW?Lu$! zO)_h+Zwm3a%=oqGG2Qv*g;sWA@@|Lt3*QXoOFJ*ahMr1`I@rz-O9!&|G9BtTc7Fk0YeYq|c)Wamylv;e>H2z-nz3Dl^5$34v_$tg< zYl=^CoGpdkS}Ub{EdMHe9dKk_^<~;3cFD>4Xs|CS_@GMLMEX3~_{&vxzp%>AhN8RC z*sbu`o9?%<&)>?l@_Gf!-Q z&qBGoTD|YIU>}8UK3o6M;jKimQN8sa8T0XbRXlWHKYX)u(0tU7ctG#|r`@+>U*}KmE zf-Jk%=$I5)9BoXyb!j1U+eo{rScr&txbcI~L!NeW zErXKPwYR5{j0^i*(Ioc`P^-l8dNg^6{1vo)XZD)O6YY#W&GX7z+TXx?Pxspyza?v& zf_HbCZ^Jun(W*|x92rb*)CF(PXW_fa%BHM$sdK{W;~KqNp~ot8dX3y_=Pr0|g*WS` zukvz@@k`@H?~14okyJSfzoQ#O4_VFieNFZR^uud?eUHZp4$sbsEDd{y6|-U73_U!> zRWM!#Zy&SS40hcemS*n%tZym&%plQcbPTi5G<;-OE;2S8S#?Ovw3VIln*#4;^UANsOm+_pTZDV}cI-TQsYc>sW1Xpn(+Rf;(sbh6= zyTRNSpB`{MjQ^heZ~^=yjlD|yz&f$mG%h+vY_MOtBrFH%51ANd_yx{)(sMbO#b9=C zL%Fw`tWS0)yv93ZbiN@!E&&Ifi&cz!3h$4|7{I3+;?dImp6ndcu@`;hVI{;wSMh$m zighK~gXwZTTfX5qh|ex#vw(9~hukXeBYP?Fce(Rfc&P|yF_fil5yJ_|B0A@H~$g7$LaYB-tsH#)8^u(_yPSBbQCZ7 zSUlut@|w0*^uL5WF`Dn}{%$@S%Fe239?@BB6k$bvJ?z8jY_BvH)8Ux|n$qe9lovwM1lF?5Oh@#8fx-UY)q`k%)$?E9|>`x|K6 zY8Q{`_3+7$;&$g};M~detL%4^v3+1tN27z-nr@Xdw5bKr+pgQ8U5hO8B2Rkvm?OnjcBFf? zD3ed&{b&3xT%+OImc1vlHQp8DD=o%ej@ zUSrtee8(z|rL@h0U5*u#>C!|0t+0)yGn>Y188@Hqhr55;ANGRUw}93&}ab^*eZ7$|h=Br8SvP2L5>8tG|Qu z<@`9Ou6$QnuE2VcfoDS3Y&&Dm6qC2GyE#3+SS*jwHV*wUFoku?n%ci&@2=`8o5UyM ze;yisi%-;cQ&^rB`guNT#^n7p9I5HcG6K@_n_TPw8E$N2eAQ9n}MM zC6dqKDJs0ziF(7oQsCbhrQega$oE65*t>$P4^YM6v+_=QMgU<9j2%q+j*<`A#`Q`I{Tf)9` zJojqc(xd;=7A zfx;Rx7PHBUbm!;dYwtfU6JKw`+0}S;G}tQNQS85N{0i{4G2Wb!v}V7p$z|{OT6Kee z@(tYY1?xR@Q%5R?)8|TdGoOTa-{qR(LSui#S1pVe!nF%NN3qkF=+w4!q{DUiJ~0b< zv%IslM{z3utGCfk#y`(4E!?-D$CJjXQ#t)IM=YOsx|j6rK-LfVs1e0zF>>;P z@>eQ(9oj#W^?`ml8K13w@LTw1C{@eDd&ENg=Fj0VpMREPuj%wtH=@h*ZCxi;VH1z> z#%%tfHo2NF&pu>U>}-YavZ5a7PQhn^YxOUDGg9twnI|e;V7$N>HqNf(&&#!ai|4ZB zugh0*J9(5YeaUC9?AAK^v9_ zKyUsC-=&nl!I;{pW*c`FOz&vBie4e+#7{m8A9hH5Ll$-^c^f_sxii!FhtbRP3ZI6$p000f3wG-a&wa)=Gxi+v)^)!PSuNT44El)u z%4zOz!K*7?TezQG?>Pqjvv_SOC#SJxB3{Dvn|Owtggd%i|Aw%w4(~^3+B%PMR)fQH zMcy8d;qF^#UqXG_8?Mt}*@g_dg+;iCXc9CXV93P6Q2if~JC1(hsi+uBw-n#}X7_Ex6JJ-k?!wtvn=)Q;5d**mwJXXbbALG^Fuw#&|F8|TzlZ;!zE=s{3!S47LYIG&|C$EoU zxfS%TbP_l7y^np5thU-7!S^O@evuq^WZ#hYJz)8q>}mA0E{gZT?=d=_#dcyQ6Hmz! zbZWpuZl*`V7yM$5j)%cCn*NRE8gW*rsg*U^emWUqDQzWAUee#f^+ncFq3+b+@rdUG zwYG8|UT@*MM}ub+vFSeKQur>X(x2>Ao9vL?0L#^A_knd2+ri^oai z+>7r-v3N(5{VQ@m{&ar%JX^?#WC=1C4f5;=FCPRw;}7XEu+eY0^z(guwD>rqzT5-J z==GbJKaptjf3w8=PFT`^;49nva)=eP?dc(}GnKe;G zT$O9I$hh|8&epyiJE#$r!`Nth_7^+Z0(SZo-ldI|7x@i*w7K&&+9tp;s4Q(OhoBT8W_yc=P!}Dz8*JrO4;N$=3 zX?zO$bzpP$i|@xr%;tmGR_!X9;kS`7>Q}Nkda)AbxC;F$ucPOmXeT)O>EqkvIJKcO z+pNoP)~IPU-LI^R@;YOBli!NZ<#F~XTD2=0!wyTK6{E=-bgjcT0rQH+sr!*S5O*W%hdO^{19n)`UFp}HO+M7O9DcXs z(V0!*=_m9rE|B734?A%Q!`|1NrK2-iTK1 z32Wo1O_M*8E#MzYj=YKX)4wkqM;SK*zwTeY_}vEyj&NhYC?3XaWlw( zKkts;D0J#t(o1~o3}>BOSqWD4IobjaeA0cy<%#OfpqU(WsE ztw#P2ePi*Ns_iQJTnl%o%V(1Dmh&d;9_E7kVOkZ28_7YR%nb3$R(mz5X?31!U^|2_ z=v?e(>kOk)V#1C6W#_!AqVb+Z4W*P@qZ1TVz3ae(WBxp6ky_XoIh| zq+VWM1l#%g>R}oQ^FTPh!{>GRaw@D14sn^ar^~x&CmJ7W|GV(4#-17bnh(N$WBMkU z9}SA)n9X(~gAa50p0;z2+4#%`Uqk4>iEQ-o!)z({l1I$dd(csRjoN7&0?!e2V7ugt zI^U(T)&A(kbGjoe=Xu6eU&Fj#IUDBH(L6v7-Gd*JpwFZ59m^MTAw7qE*7F^bJdBru z;YobHr{AhDW%OFzS^Z1duhQE%H6U*5I0vRMZ_K9mM(EzFx7Uo{JDw$PgY7u>U7-In z*F);jXMt3TU@VC?y|;S48tkp zf7MX_PA2S8g*Qp*i~KTyuR^VBQRf+(p6fbC`G^n1)V zqiRxEZ)C48Xxby8M;`Jv_$TVt=~5CHC1g)R{<(B?;cAH)+#9U>al2L3I#A`l#Cx`VM0Oiie+H_{>dM`KOyq{|Zi+wX@8Z4O$!4TS zRpkEOS@!dr^o`mK_ZF_{&mM$#aQ^PWMt(0r-;lGfI-Y~?EL?mI5icU~Tz!}D_uCDA z+rp+Hrp*BfpNIX%?07m&cV0>V`Fs+5f0Tocg}J_HDPA6_FTa$lT)+=oLw1WdsV_i& z24ubt$ev=i@RnAs%OB^Dm1#Ujzi;*`!)f~wdA=-&nxT0NugCFR-J46ctaNX%U%&z{ z!qdZfIY(=9d(q=!xXtC2d+BhEx%PZ>$oc3FWB;}AU!l<&g72onzX}U3biHrDu7<3} z=fj$K=WPc^Q60?td#fsD!kggiDY3Lkqpz8qmlT_$#nNstsbTS}^l47+H2TcujcuJT zp!e&pPlWwKJVxs`rzA&e>x;+DFsQACBW3UWE;{o|($Ux}>zn4Q4V`x*=M{37We@F@ zE40nU=M`g*p681!<8I)$VQTd1bbLx}AEef0`0!KyjQm+fRNRFAC9Q4?-~XBj-tbI=12NvuP{G67XzEkM=PA zy}_Oyo;}fT#{OHt@JH=ui$`;P^xz<03cv?Lp~k0liI+6y60xx{niI)*nt$8VReYp} z&}&aLo8!NgW2CluWFPD}k6!9h+7V60PH)1oJ8bptFKzIRw!V8BJn!KDHXN6Vp;^X! zA>Q5-&&|jRwYUqrOyTcE#+!#LcayiInE4h@H80`IurF5;Yv~{{G848(f?RPw9j5Qu z;EV<37b(dSazmXdE>s~Fk-ZPOabuLcPTytlHZ~jVdJS?n#(y`o=FVKb%71L|y*l2v zX>WzknhVuBaxON0M>_nVUVY@gGalX*WOLY=P2-i=^)vnAxALy|s)Ld4nYlNwLredN zkMeQ&Y{t$fxJDlxOxDfX%u$&buIys1u(j*$@#~<@w1BN2c^BZNrpM#t;c@u)c731m zE!f1^;s^TI!p!dlf8;~)+SR>%)pUJv-U`32bx|P>vJtN5yIu{}+sLw}3GWw^KK1ss zjV+A(-dxOfVN3pQyd?062{Ui|lGHc0UQE1c`ma}&Nh z&De+CAFa>VNy)nOs#Duk-sA{l*3{ow^|mgp42DMy3+s)LOT|lMzlgu~%3O3;i`!6h ztl!dO>2j!JD%#V8k_d-@GXwi zcPjnFVEQy(Vl@1ng8Wl5pYhq+ z_H%zqogCwXUGRwLzlQoE#*4dy{a`l#q${aqkD)mq<{EZ9i@#2Vy&7$|dUeCPc}1}v z@?AcKz0(M7)V$7|#1`-1JqX?Ttxw^sWr{P&pg;<8BSX%-LPAf%VE z_tETlAiC+~rto;?jn_eYE81`6zIe^lsJIh5PNuUQschtk>+PS@?XPIXc`CMw9@^L= ztmzW|Pru>=^*;R0F1x~Uj@aHF=2m1~g6~1>YweR?#lFkIAh(J$>%6zFD}T?N$(!&T zk?xKsJjr0=I`Ao);!XUIHm-*6%?;U!=`;7|bji2W)`#qK`MN)Q*76Bo#cMQ{-~UwZ@_cbBOpeN( z4dpXb*z3vn)W4f?+q0i|iaWqQ+1dE~6n&fGa~`|i;eH;z6JS^O!|${czj+L+uIN^B zdedPE<384Yk@KZ!*rPCyRL-OSHhe%%w11uVxp?((sDHQHK`d8qai z=y*T<4yyNUlNfx+{ctvT6z@6m;57QJ&6az@XH6Kjh4*!OuH7`Y5Cfs!r%#HbUi1ue z(m8aTM3%WDYArs*UGcTGw>c<$#UC|uKN(N?pIu%r2I zH`RU(`rX`Lq}?7@auUp)wVTJ1DaJ18{$?1gThf)`ejdKR($RM<;oGswYsQ`e-$-qv z@V`&LdA|Jn5Z0o}H*9#Xd7=m0Yv4Pz*4~7+)5$*>-ZK~Y4#~aW?8N5O>?+vtDO$rL z#xvN9bKqE8EPS9YHIgZw!hD*EvAmFfb#yqcuKc}v<#u#Kj9n52H7;KW(?qtI=jg(J ztFim1c)S8g?+ zIjRjG_)e~}5jt~H1?Kn`^6$rIPqw>QY(J-cFY|!fR6$d|w+u1A1>fBc%l^jP$QJT6 zR!gHU=E1+hY26S%ZS144^hEm*d`pt~HX2`4MpFj(ZUL^x(HutB1?c|)dp9+?CBEV= z?3rg@=(CrShB@jc^809~L!>q&_iEb>?dD`$L5G#JjYlu1lfBp{@m}vv{MDTD`zT-e zR>GQ9Eeqd`74!`6JkwG1y{^u>1OL^;#5eT24b3Nbys3XD?dJXP9=K@l-ru_^TJX`U zgUUZP7Y$(pb66o4vI#KsHhw#pUSYFd&f*~&hW}hT4kpWcjdTO|YDhkSoayrWA@Q~s zzs@G}F1)sr?_#f_CKk_F%l{2l@ffwndwDhx)6x1ch^fj8t|yyc)tTsCbfX*WW#P3x z+Uv=wCwGdNTY;QvHQ@$0+scc6=tmp7h`+>B@u;z#(0-=>E-`+mdv!IwbbU4S&3^Hf`2N}T5V)_CV;{JF3%|Z>rlutSpyymPFS*_puh#DOWXlg5n*P$T zxDW5G!#q=Y1NNKQm7dAIWFFAqyAL*R<(?msL0=o-$R z%yY4r%eC-MIz0gXg=pR;>o3l7C;UC`bU^UL3aXHTke zm%vlN)45UXxLy*TzlhBh$p0G8E%*-RWZ8O8^019XXWl8ozLETh`8@3Z7OTMA4z2f# z#WQ%cK|2QB<_@qcc0_>{fJj{)@i7T>pSxUgj&(X^it3 zb$+Xjzgm)skzD*$9?`daU6h&M;_39+h7DeUWncFfh>xfEV-WfMVVudHyJ(+fY)3c_ z(l2(3Wznyy?=Cj{N(~A%%h&wz53rLN9|YfAG%I^vHGdb4{5PErmucUIz1qv2FxSk5 zQD2Df@GU|*Qrq2l?4#`lb-7JwBRitQk@~KHTTPF)hUqQswc4s&e>bRnW=cOcZbZGc zg_zz-|CX@uNj62>C1@gkn&^6tTKN(=zRVBnnBp@X5^|r$$|72`{BJu z^rgBPa`Zg+j_g~!uMz`j!+N${mn_Hr{E#2UcQ?cLHa>^ot3Cb9_~CeVcaT%Skbc9a zw}l!lc8+yD1J6sG4}*=2bcXAi;8&Q$eB7+g{>6gwdy4c?_fOMnH)CNB?*%G*u)!>P z|LA@@a^}GHISlu~{}~)BYhRmA`{Dz8*n>tXkGAWLS(c5)v%&7@ z-k|?fcIVq7%ya5Td=VL&qu(E$F@;>r&($`|`E6sq!s80KZ*1^h6TR4o4s)+2rS~l; z_uayCL1i=aVz9Eg{vLX8S`%~!4$gXZ9ADYAK1h0` z_K)xqo7u*mA=SvDA6)#9&JAN6qwu;%e*>M)Cg%;$IDSDE|5&f)!x+=C4gJJdyofBd zHmp~Yz4Xha_%*sN!B)Lp4~M^*vErpz-RX8V`x%J&0tbFtJF zufeeHi0)M5#7)r|KJ_cTiSF#0zQRV+=-rjSn>!co??Yn_NZ*2Er0b4wtms_j*dG6i z@oblizp&0pkF-w`);~+RKE`wOhx$)3{sy{QBZs~I@C{|9T7N$}tOiR@{jIbOZtyJ% zn%VA8bX;T%f5g@lmAm1o(e@|0hdOx)KGvL-)6jq7zN34!EMJ=qtV2SL$%pW>{EydS zpN;V7MaD|#Q+W5TH=ZpTja|mr)97-c96O?++}latQtvyv?!r#y@bdox@gsg+VE&Ua zLHAwp^!yi#-O6dMU)R3$ofK%+IXRy&0^xDeUM*EY0;q#}A{TkiAbPDxwC-T(eWF{P|p5bEUfFqc-URKMbZEhz+oGRtJp9F2a@6gx?vK8Mdp17ri$(f|?^Tj7G ziI+3a7S>qftdex)V7koyR}b3-$MKL;;Iu2`>@e;eBP-m*X0#|+bBJA#XUJ$<63E7+W`%|HqV=|H8T=?go2Hy533V(y*Wj?~}71@OZ?bHdlOCTk+l} z+8o^j*38%AbstRXME)dx>V2XHRL*3R3&qq6_^d!5`5eBrh#!WtxBR?H|EhFYn_Vi} z+r2RsinUT&u0SI^tiPc01Z zMZ>(8jnVg|vG69x(BT?<4{#g|lX)Yo9g=&r(=`|WS#ua3H0Bj@u4C7IeJ6H-`x)XB zeR8FC{x5=^_@N?(vJ>f`c16$8`&PaRzW)qe9gODvunx_8<29E(%)d!*`6JH5+B^8O z(%HCn=*{bScX^z$E&Igg=rFgZPpWfbDxa@bY)PiPD%OKVo}^?a^Y~{2GQ*nV3TI=B z&78$gSd&L5vE$Zc4Tbw7dLBookI8?695zjQ!ejp^UcKJ`5l8-o`Sp6(Lw=pE?OQgo zmz}Q)tM^)|n2ptj@OSK!YIX7N+6Ite& zEcogsbi>j48^}rASpLn_{8sH3;-$V7yE+bZ)UwfS#=%}`gnKf7Jc*~ciWb$E&$8it zN;Vws_u1$yc7N1!XZQwe@5Y{=Hg7Y$=_8ElUc)NQ?LQgkeNeKe`RYcxyumJa8x#Ig zz^nMwYyT6y7d4s(_1iayH_|t8u)kaF=&tQ1G5UaGx?H?;XPb^DsZd(aW5OPcjbw707&E-xBD@Y1>{Lgt6g% z5BJr0@1P>}>BSx*B~)`dG_{zk?rdh!36e8P?$=>1B=&f5pT9 zTcGEcoqUDzi@-FsN2lV2zEu-PlW*7jzMioeBeDc9GF=t9(V5XDt! z`|$K3u0xipN>O*wHwnTS#yqaCB{YpB7d$#c;uA6Xb(b_*Tm z;CU1JW_0>skpJIIQtsen{>DzyoOfH1(;Mz>WYwsJ`o!0mcnrxmDi{?7N;e zb_s6>qFsz_?*1iXx53LQEBtMvczO6Ys`K@&`v>7T#`$)5XV&>O6h3Fbp^_Ct15bRa z>2(?2;v!LbL-rIWlle4UU*hwWb~;3@jd|Je4>9mQp1zRCmUG{uUbUz%|GHs#3z061 z?;S97-~$yjT2q`YWRnWor|SJe1;2ask8y7A{5hFVJFjNk{rH6QBk2A>r%&3a`SyE)o(Br^U>(7(Kluo%PM{?fxdBV^=)N*lsMX! zj4@*BUTucraU}VdqFuGv2*%Dk)Adj?FVOSp8J^aI-HK*(7^m&YXePtb3vEw)gQSIA3YlKt5w99UU@q-Gqe|% z=~r}{z~1kR%Qk#=7#vfyeYmcQ85k?g>=tDEdPDjLyWd->uC|1?mthBD_{wJTF25O} zv+J}IuO;7yH^5;BO4^Vf`_S!fa=%0`P7-zb6Jl=?TkURix{SZCX4fC-u%_d7Z9Ze~ zcCdM}D!aNqfxjBL4{?7f+B@kJc=V))l|pgX03WGZMyT&_!eQ z?OneLLoek$`DZqr4r9O0?k{Bj>-gtIy?HY2-W9<13On1RDmJRVt zUn1{KST1D8;T0>`_&aBI7p2S5&4O9HBwx9{1%I(s%weZiuutMAeo51cnV@((jjmUt z=cAB&@~54R+|?1*2ve@dXCJ|K3}4M9cNe;|Pw;=bGd?S{K_C7FC>}+pf85WivC9_k zL2|+}cAx6$x(7R%9i)rknG&$$^8uchz+F)`nv7?Z8%d+>>2a>Q2VmK{;tK^Z_SSwZ zd9CZkGkrVJhy1L&;~@8Sc%u#ZwtP~o_Q3BKe8pn^2VJibx3FjJl<9}%N^MRj?|pKX zz$tdZtSeba4u1uEW#@{YE1ln|*x`-0m7nYZcuvI6c#++Q=l8DHAk&Ci?j;_#v~qN- zF=T&y#@AK9PMm%v-rf)!eUypq;%am^;@d_nf5%>5qBE0;o?^qfWX)jr*|5m3)h8x7 zyf~Ka&HlpMvEo><*syyP-ugzr!;$0PpoogRyPbx7{zrGKh3MO}WpBEA`Ux0gu@mje zhPTsq4|e$ozn9^e1IMZ4*#%#2Z)TVB?P21U-=p1?PouFdBBD}K`kFc^Px7{VKiVxWG3U#VXu z{grLPHfCq><*xZLd~2u(`Qj(`*snq_|MyE6J z{~130Iefn?GUv(u5DS~Z62|ksu-xY`11!vI%FSWA3jJPqf6X@g!M=|C(-dAgv@BrU zk?z~Uav>jlBo2CzQ>nER56!EKtSG7vIWvrdLt*U+qkpOjGvH)jGS@&m8lG-+_*R{q z8pfgU{jTIH{=2O{N{oT|gK$kyz74r@T6yGRyF_7nmJaNkehb^W@>mOTq_1Ro#ZDXi zUqpAZww`XwjL*Nva~pCF;*Xv1K9If5Te6XOULsD8fd72@@J%5ulb!MY4DZn2ZlGTi zb~}tcU(ufZ3O-FIF7{SY`Sz}V7e9BiJ71RO8s+)ge26=Gxb@**|i?ba)!LpXk_7 z{hj#T${)K`syln)jLo)TKe;C2ztDFgeWT1O)i=A*+uB{v7Xkat^tq3`jrnnjcKSt8 zM^3>GpX0kRJ?5ebeUc5scg2#+E5&Z^#MHB5N^S^G(Gh*qL*QFh_kTa-?HZo) z@)639;Gcu&c?H|;%Jx(6>BANa$gG3$%1ZSs5aAn@@n%W&t0ZwtZJPLQ*U{qWOffx4 zoAIz5N!HnPyIwo_AYq^63}-o@*h5_dzQCs(fM$iWZ`S2|E~b3A zj&yED=5yrzCpN+}%3#MBZ5Pn{cK*uof^wJiFbjr`+Uv3sTZG?_0&H%x9g zod0|Aq33|)8Tx#z-5To7H3s|#YwyLrnpInkqXdR@0N%^-;P?C=v9>uZVa%AV?hE!e z9_Ibv`Lb63!cYD$%=uF1TkSoDK{C$gbv z&k{vnE4!Agmqb%v<@ZAUejQ6IJDSzPJE=s*Ukd%{v^ou@i)lU0wJ3~6;rA2__bR)O z2ahzmU##tmc>HA4el~c9^}3QJ`m@t2tG`iI|G20eRH^>IQJmSBp7-)URN$Mf_=k#|KeTuUD!^B%@=uAUtif+{?MaiJv19( zM7a!oJ-++W|3G*fpj}hhD7 zMw{i*H)*SGJpAXN-&)-m{JPO;P3?j_nJZ@d=zaKLsIGahBWf?JH~N!rR0&VEIh*AB zkZlC4?oV1*yOCrbBr?y}-pr*KZNzG&Jouoe7$ZA&lzVG?8y()TU-H^|`!L8I$2Qt$ z53$YmY<34eThmW$<%`_kMBhH}4kUY-cLk4;do5l5N6vcm+z74>(1k3!9X_X!Dc15q zbbGNLKlNK`A4ZG4;k#7%&t&WXOIy6fd6~GDJ<_evw^V-={@vX_!8W_mO?mXNn3{lg zxZ@2rTBvR@`9|vUGJG;})*}BSGM2e#hv*ghiOr}3{SU@7#OHnJ+SiFkb=Nu0(;xVw zyoYa|a=kX}W8irb|B+~S?!5ZD?A_@2CB9S0{tEAs{(ay&Tg;57b9jnv4)bfZMkcsk zS>*Rc%5Sw!cqUvIlO+pR-vvC#*6XO-9rnHHw>^xV9Pkx&+J%|HGWBb~(Gsqa9oz_(gSewaQc$OE?8{TxBW2v~PF@tRZ#{+P7 z(&k9==$;;d7atcd(C2^TO(R=8XaBh#hyOOt-W5dkHC9((S%7vW{$12H)A#p)^Wcgc zqTRoE4|P9)&ku7yxXx(K4o1*?J+|npO#jY`df6Ngvyc2VcICrFJQfS#*$#g?C%4te zJ$Rj3Yp=C73)t}m<@Bn)o4*15@BAWG-A>Luj zU*hM+aO{qsSy1*ko3w&oyyRDEBS$8?kfSW$w-Tit+^fruhjA;%&Du;;ei2L$xPO=I zN3d4lO(7tJgcm=*6pq-&!tVMEB*uP)4r$;Y!%F`HsdKYqhxf5M(Ro7qpP3hl&ePZ}e zr{54Z*`H4Hl-~kJEAl3*|BcKG+50Lo4u<&`*UQ!aLvB6V6P1q z;z4vzc-mNk51r$Q_G>iMW>%ejlk!wc*K$SVTN&lkV(d7WKSOtqSbr7vb;QS0&WG_& z2eLnLeWSig=VCF;pW_qkxrk1G)BAS1>c`3E^{anB`4JiaV{3e~{qR0ixm+5b0?&rz z9_fB@-Ip|LA3T>X@7h`pN z9=un_VVugx!&`?JT-E*J^YB}rtoisfR~};OE;KhP zgS&jyY7#paZWcjOx(cFILFP>hWHaY~y_THM?)YzH(4}fqK^=KV;jhpQG)zWZq7v_LV4;EAuw+ zZU@8q_^bod+Gs9>|7X762kz^{U-x=@pYRHMV4A=*9=5Huon}l-aV*~uN zXVA@Z?kY~^;g>l+gdfKIR>va_*utKWcq1~8)6d0xdW0B01>Q617LIx5&b`PVkG{Wq z@mF?a`;F0z)wYE)@Ak|4TyKF7UBdgmDtP8P5Edp26l{DGxc5 zA4C5QD`@c(>Nl;okGEo90)7Ro4`}x!UfZzaEWZ9k3?9vf&%wACn(3A5Jf~RKQ{7GM z))oCD==am-%s=8&*?LbrPt@iHxbLOQa5nbTS<)$8%N*u@b>c5sbFo~*E|;KR=ke;d z*Ww=T^}py#xLcxYN2gWlpM$ZJGJP)J9N)ogJ5K!)y4>XcWmpbm|J&$bY)yu#3wkVp z`7C8OyYC|Yj7bR{vKse~I!|U3<4PIhD<(4iHh#n+T6Qk=~`h z$^S=H_zM5m-S>t0yVdmpLpAUHC>HFwNa+}!os!My&=$Xo*(`FtNt?a(&)>wVJ|1<} zuCYFKnEGwmZ3uhvbC@$0ci{Dj7?c-_#`x(^VLx6(&*CmR(5KpWZiXRTpU!5+u%sP5 zE~uC1*vr1tcsu=7&Mfq|_$Pi@3*VOPpl=o9@JqFmgX8yMN%?*o=a1?bXt=R zv+AqAg-DMja|g$j)CkRfKCjQThsk@w%uPj?8W+Y z9m;N>kRe{8DdeCj&1bXF$LJgOZCB^s-JLfgV>tdJ(C}jz*OEiET@LR`@@^x?Jfwgn z9U*W2W)Eg99${SF6YXa3TbT}Tiqqrq2!6kcOmPv$gz&Ax>|5>Hq6;ziJPi2dBgtNi zZvU{&urBf|+a6v4&v@idyyuYf6rSg+yWM$nvc5yRo_nz#)he5&{~XKS#>DWgld$4feWqvA z@H_eVJ$3uA8aJ=PWXfW68#B^ALOP%vSnCHpuT6E@Lb49bJW27+b_xx`J(H z;G>VmpPS3{sy9a^e_#4+>im$t&W1&>;U{c%HQM%gG<7W3<~})I?1XVJW6z{Q-dT=g z$yieFcVA=&o+Dx0-*uslcnjYO39IGd_cW<7HQ9h}W7)HfHsf4hqa^)X@+|U0* z$^5|i9X^>!#$b9p%sxjc+lcIw`RHPNdaC;z5Br|7eefKnjtwII$o_P+gzE%Mjb=UTfMb-b_&KkIHQCIyYNBR-p4`Z99d@w|8%yOK?hx74K zR`ONSqvAQ94)R;lgG`w6qqI2_?~&{j;v{yEUEQ;@UY$Mi=_&z+hr32~7m)ShFIU7&oefo86 z^?TmsWAqnOMIZC)yXebz`5okMh$hrMfyWqe#cx@N&r%=g<=la+!|{}};(6M)s#M?b z6%)xl8J{qZ?_O`c5TA$4BkSnh&3Y{y2|QuFD>0YIrn2GVj)C;QkuJ~TeF_Y>(_79f zPtfi(`tQVk-YRET(Yps591GXCb=7s(2*$L7`w?h<)fc+4;WYfN#IGd`zt&avt%lzO zr0^6sn=^#msh^d{RICe-iC1+mv$#pk$%}T*Ytr#4GWOOc^uY`!c=GG`x~cNz?5^L$ z&!`)NW~_GXpRJ8%g8Oc8hG($n+2dgR%qOCbcy7(UTa!J=d@K0N+_CJ8z6~25%r5=O zN$7I}UR%1pm8^T%^$an32%P^DlVZ90Ms5LFd{vymrdh+tJ?1{cz!RjNCO@`LEV1-U=b z@k=z{Xm1`9!IQN`f3LF8$JnPlhaCMjZ;J2sWM9Mwt6*cBXnk|zhqdFU_%ZY&&T-gi6& zyMC0J-{ei}tG`7kVNL#mO&n);@cH%l?SZcxpPfqfRDOJy-JWIJlawD`@%9DJQ|TY_ z4ckZLhG&WVdiJ}wHY%=%p)Y=NZt*0VkKhmSWgeRN{Xz66o>S>}k+M@@k~?y_ARB?c znel8dG4lc6vUNUmQT0C`qDkc5L%u#;KEy^Z)p^VAzLRS)TU-DSoTYwQ=s)p^WUa$D z4agp)?rYe7LVEqGu6(|F?{Lya$`>s1=2qF>FyR|dbQJ1$7fXZi@2Px$n2c@F zQ1^Y|SUT57v9p74d=>Bn+hv5+qNq4^CSzK%D?rxCni zetoy&Q8K3C+eG|@zC4mWL*E^Yw{al~F>;Ca#^7w6W7_JtkJ+L6Ogm89V2j`3VcUFP z_Su$t;0<3Ym&R|f>A7rs5uY^mo@WRfEMZIeA$bnAI<&3H6mQ|TWaR+Y`>+wehPB12 zUBBeJd+_UmUR;HDNX0L7ox8}|3qEb&W`}Y-d!A26`8DICXqS59JYP+ROI|C7kUL2E z!{|5EewK4vayMhIALwO%TlB8AryA`PyatooP;8KI^J{fH$PYm8H%X;fPd*oua#P#_ zp6T-6j{K!>Bqzek-sxm~+L7}GJ8h}|oQdaDn3mId6}!BtPOdLEBxfGGohe>|Z1EDF zb+awd{2XjRhVrbQ>^XUPrf2oe@pkKbB531?r(sVUCKjY z{e~V-;`uC`=a9R?(O-WU4omO@In^BlW9YgFwoCQniDF88COfg~?rbFo<(uMBLuQTo zOWFP`cstOIUSao5zL4C9;Tcq4{Wr1VNf>6c!!6{l3CFhecDvzsAzY8U?nJh_@@#as z(dQ!Vt|Bw^nOEq33YiDue;?i3;B$ug{LbXGcYO?5owa`)@0-xS$2J>i-x$9E_zhJi zU#8Y2i=0j~$faxfp>^Fu$Qr9IR(46ncTTmXdpu4YEOozwb@Ri}JS`^h$iCKIK1{aI zrlI>M@V`^rF)&_%ZageYVcZOliyc$s4!J#iUnakmjRt75w(@p#F^1+>D${2&IVfwR z?n8Pu(SB|Gnxc7Eehu+o*8hLsd)#$*-+RoTL)l$cpXRV1r2J6NdCg%DOlr0kEtdt? zg0u^+_T{8zKCwL@*_!rZh^)+5RfPM0&8CiY-rgRLeY)Fkhu@8r?Z)+LlK$V{d)#%8 z1G8S%oNBFk)LD0wUmNR3efg;LeEc2#-s1~CPF@qEuZWXin~wBq7jkxl=q9JGAEAnPLORWM-}RUgipO#6vS!_oAn9w|JfH ztUE+)*?u}%8}RT#c>Yp%1U@TZGJnm(yvMi^{yQKJc3Oac3uEb7Xx{TXrGL~t&BnhN zZ?0jZEM*32FLq!54rVFKIu({z7dPD z+oz6uawJn!C!w2<9$4cy!F`uws<4DhdIRiu5Z$2 zqN9(pgXk+>OF1lW4s#DazYWdCcqU}5L0)+Fc&o;5f-C0fd?km4HK#=U#Rrhb-`Pqu zE!b*4zCHMDJ3Q;?-WZ<{3gJIk|_hUnhEq)qD~DHFR7m zZX4Ixl?X#OZJr=&EZ(=Nf1WIDiuLOJJ{Qe{__1rWKN&s6;V5m`FMSzLboPWRV$*4h(xw;%(IZ zBJP^2r$aTru18kr2fv8_WBG8ghW82~e#8EaNc_aRDPLE;`9#2z-A|W;>V4}0)?3v5 zRL72VoQ2P6FgB!9h{@q-!?+dl#Tc0MyW)ZQc4@+Y3On{ib155MqCZ@Lc6U5pXNURf zc6Xjd-nHWONj}!M!n$R=oId};*Bo}VVXZ2bYm4#XWwJ6h555X>iBepJ=be0Odh6f$ zFuptw-+l4-OcEW#2Kr+b^d6vnFEr**(SC59f~Pph259?kZIqwjp4|8~?e(GRKCeTx zlY@#^tl2-Oyb<~OMTW~UqIaJutIydQG? z72c1+%?9c1a89CMgm+(9o>o4CJ!WeA5IS}%;Yqhc^AQ_WwEsiho6fD!ziU2rGo9Ef zy1==+_UszwuX#(px|ZA>;1|zH8+yOW-sXSh+wdQTz7^U(@qUvn`L{|h2Eu#W@)~t> z*ie57@6w~|-OCvv&hyh8_rrfH4E@NykuBafw-HyRaiWxOqm9tFl>hfaw{4BSppNd@ zTy~OIOa4hl;y;=F*roUZp85Elg5M%Jri&cADIV*x!8OX~xqr+U6*;eu_JLp<=kVLz z5G&Rh!#ml+yV`iD`z6{O%dXeCw^o%5gJY8R;yY@_9^a62u=v=RzVb}|GCbST?*r>> zrMi>E%l72&5ARhKbF(_-j;F}%f%j&$#wc}%>L*8u+hO=TPJSJl9?tS#x+R+D>3uhP zen}S8*ykih8+zZ+D!xp7AXODMb`;t9>(q3Kldjmg+ z_hEE95wEw{P2MTrCif`#*Qu@kw?%la&;O#Qe4IyO=`iQ^>TAgrXW{z=Sw*|n_`sSr z5_7PWN3-Rj%9_&c0ngUvDVbamo`v&s)wg8Jt?}rF-zfa$oA@4j+(`ai_^wi~&m=?9 z@68_g`{x^+1PO(lk8QoX< z*&g`5#K--}Y-+uv9U5)2Fh6`9kBMa6&1V8J9TeD+`?YLX@mxFm9v~$JGs&3VNpvCoc{l_r~pM7flVyUY&b9{$uBfhg?Fs_g1 z4KPftS-qF_FFJnA7RIXN5;`s?r#swNiJvdwkXJHugQU55UP=#rC+qGyj5E*UL$~4( zHe;{oM|y2gU;TwzdNx@t$$AmLvG~ht`3d6k75+7jrfiyacU&WG$&B=q;wE&z!F31P zo$I`7M=z!maTEjh-)yz2JZ^{S5snc>bJLk_)uN-89Oug&JS>1k}*~N?)qqBGDflO zL3qEa-5c7}u>IroFc&YbzYIt^PVTJx@FKD{mD?C&17Nj}*3x$-9M| zjp12|=2cjSYbW-ykW(fpe-*v>FD`*`G2OaW{9=^s;q=&?ZSLo*dN>mFcj3#ogiUBRd)?O>sMB<{k=y<$Yo+F6ZdI?&n+6mpg`;PbpF@uyv=4qWCWZGG$<59? z;rl=J`g!>RoA7aRJlXrQ<)-xQp?sD4QFv}d=PzCVBOb@X+F#qIb$ziSgN1`)b$NI53NLas$8`JR+^R-)@-&x?@HhZlFhhGEcot)=d z+dB^3*XXCRi zXZt-|i}8y=KV|z3BD|eow)43fjZi{5v?!7xF)~8%q8# zI`Ktp-W0J-Sbq$*3GfucQ~bmJ(fDL|8@e9_&y(mMu9H9f@7F~z!I?d0 zzVfF&x;Gy3Rdj8wIfk+6TKYX*Q{9W0>$CYK@O7&*hLf*PMdc2}H*<~wucjl)F zoN7wpRnR&rsaQrUTtb0`F&M_N(&+f0{v5DB| z2*YsLH-q~zu~?(8nzv_gM4p$@v&6)G&NH7d_n|{ix%o%^;~Y4*fgxqY(e+@So$Vpj3GPZra$!c$Iz!_%0bbicu&Ho5#467#d7iU zU0wD6Skt$(`@?$H1#B$`6;GOHoPg)eboh_Y{)KT1_Rw#_^F_9tKI6!l$hTAJ*b}A) z;cP-)TjeY8FgMOSklBXpkMUV7rdx^U7Vvz4M;COX*}W+pKB3E==*32QHH?4bB_^{; zZB2a`Eb+ePTxld(Vi=c3aOlV;*_C)fYeeoa`6bLpw>Un1LeAkmVPIfJq_cIWULL}-T1zu&1qy^ z4cozVdPm=1pl%krL3rPy&0Kc6pB`h;U9Wtu{qblLv6t_w?kfE19ZTz~V@A5fSzd@g z)^ENDHuh|Ho7f#(<9#f>JzuB4@{Kukv_5<{!u*X`Z$Q@u=)&{IKs;u8e!Y%;jAL0J zILF}gz4`)=7xbau=~q`5Wt+p>$uo*v5dXjz@@?4^KXqXZBpc`YBUQbsIVRxp2ef-bpJ|hU&QWX#KC3S3}mmH#MBvL!KgLa*En*vx{p1(Ya@>r^U&a*y-UXF z@bYoq&N0rhHFr(by0MA~^%tzzSby51Ec6Z=?j$@!kv$l3{2mQi+`aE$zn=O9jzq#b-ze(`Tc=9^JzYwn_%8!Fh{)>mu>nHry zQ1=?Fa&GxBKJ1iiNtXxNVmUnGAUW85FEQ|HUG;ydtH0@5S?4)HotP>1W}7MSE~=}( zyH3u7CFsIdSzR}CB(z~{W4~fR#T*iExhX%5&7UK)#`Oq3ebVt3+79&F0?h{c$lv&! zrG8Jc?r}^~{wSNwp~DR@^+DTBSs(V?j$Pk^MSRBHm3s$MKB4_Ietws&<-+1zw)~hK zu5f%o-iGzneMsdacpktO1L%09@4*E~Oro`@#k|(F7hiSVO-OLa3)7bw=anS&-PWXiR>#mN6(b6yM zArI>-vG~htE7iR#fwo*p)~W7i8HWbK`U3sLM|w5d;NRQfP4QD#tO3t4aIU2f?kGk# zhp7Yka2NV;xh_7_(FZKr<~iH+hTYf|4#pLc(UtM#FXXAMmZ0u8xf%ks#vmbtU(1%`Ozf1fx z9(8cNBAy>47sTEy=T}Hv$jLvVN>w@kGc70#W&0u45!+b!kcYJW%qWnVf z^CRCZ!22%uOI_<9`C>AI-h0$oD`TfiVKVP5Lf@3D%Y&We*Zi?X=7IPPM00GNJt=H| zkbWlDl_#jj9JO!Y`V7lU)0SaYpgQ)xBQ4bI=lBfr>qy5bKU>vJWW5Re_`y& z&LF=x8;1EsKRU}vNeg{`H2cUuVa>UGzplErSfVdOU((m|l&tOODy~9qtnLxm5#Hsn zoBxJ9k}YSifsS+V-OT;68vTp@=i%`lUL%$1Yf)b@*a^Q!*(4!rn7Tt?d|F%iH@@8Q zFPs0is5+O;mbhQSFMOHKL@)Q{E8zHqt#5!$U(0q;SBw9~=ys;-)vmkXDTb>1uk@vC zSncY4qVvdWul<){p9eecf`7eslVH6S|FG`TmL0BuaR>2pC%edL(J=Ck$D@`6Ajjp(%OUuzgXS4!-N-u0`8qZ@MENq$tmm`i!EkLr_7V7pT<|NK$W`UJ zaGjz~>?H@0(XZZKD{_XzG8)d`;QJGg7PZyy@)yBZGudiSwr;HbB<)|t_hkBpJv3{u z>HRRik7f_`6UEmcd}b?~21kGGZo)%83%Mae9|wQ5tJ`jL!zStf`QGWC2WAa@MbBJ5 zeBG!sJUzo6edo0jvFG=<FsppVv8eQ>E_rxFX=mBl^N4pumz9yC&;8@CzwP+qA_ZfDv`zf-MDeQuZ_u>EW zMZ0Nq`3&vVi>>R(C+qrBVOO@iy1x2#(3qTJ6J`Cx#{b~_2(QVN>ep(D|8=ka4mQlg zlQ-a>jOR+YHizdudXSqw7M^G5;j350H}snzcaC$+#rJ;L?p&icwb&|@H3UGVNs_fzQM3qJWVbbQ;f)W7ofwo7Y`CTlfW z>;HIVuLHB*t9ROl-f;)Xog52kjZa%zZf_q~+=uKhD~X@&kT`mBk!Y!Kd1CmW0A@yeSjKZ;Gh)WasD-(EZIv#mw> zzOw9avPDIhnZ<8+vpQ&mZtD6cQB%tvpK9l6yO5<5*{j^N;@e~Ne-!Uu*r|iwG)mN8 zO@DTZ0*2lq*M7bHHqm`3dx_$rVc|`mNaFGE3&`Ae$D*%A;5-p9o;(qjhMs2xjux;< zS2SyOukPqh&0NBpfbuqWz8c-tWDiBV7ivjJS42GAnLyy(#PLE3@q8knQ5zWm&VIcmP`)<%*~H>nJN153(J8MFx)%KZY;6 z6TXkw{XP0Fg}0HO^n-GK3p@1EJJ3Di9Afiwc&_P2CX8Y>df)MfV>A9;j=nD*hb*$I zj(%;ld6$10;CTz5Jfr;_<(s&_)cHhmCpjiKZl`}Q<(s>f$+OF}3;gTIxftHQ_0?|( z=X=#x-%x~Kd8XTmxfyK0w$&Y2RyDFO$rkrT`}*n^E5g%Iw8##MwZ)qFFJ5%-iM6!a z8m*EoLfe6Ke}hg<;NNeNoo4F0vght>{Fl*Xl~{Wlz756mKHcmFudRMzrSPPaF4IR3 z(kArTv*;vNO7z7x__kAakhWL4H;SYqt(rF=|4#CTvA;f4Sg}eDq~i)YkLK5NT_3kNxDEGthJ-Lw~RSYGedDqkMR~ zk@m-<7upGMEMo6h?6&%f&G#p3(!#2p!`p>2qF+SMjmT}Jjk>g=T)(Q$GP=M&l+SmA z8*Lb6!}k!YBl|@1hiGd?nJ&V2OEx}T{Sv-j?EXJ?4KtD#9J{MaYT?DltRNd8hV=Pl z0N;tJuxmQx+=xCI?CBSdgVlGf_lpJBZQ1G|`0!0eu-QeP82B~kpD;s8+u^$-y4TrJ zJQXkKBUe?b|5g@{gXzKA>R0T;3Vb}09^0U4K(0O&8Rg6F?jMHvaqZWG^;tgrAG>=*j~2XM`=_0}IhUoXfnSN8~f)5J(O*Bu<}k&IJz zFy3|;RrMq@>j~do%Ks$0kM?N8uA!`+ZoTn(t=8^4x%MpfxRR{NM%yRl-QU?Nj63J5 zJJ>Oo3^^wKN({7xr4c^6h})Cs@DzFcmHo?xL-2qvS(l9Vcm)1_i4sp#-oW*D=*W&& z!LkA0iO2B9IlY&i9;VOV>hIQ9+tA}T_j|&yuXaJd3t?Q!mq*rni!M)Y#+Jt`o5+v% z*0262tC#3`jo8f4U0q+@$&#%p9>iRJy>jitFF~t3)~3V1bO`rjl%EX$`uKeU)4S+f z7-PaL`Q*j?&Mt@2;|sHs8IDKU=t1LH2lOu*=RZcfyRmF<$CdcK#pf-%`=twvUy+M% zDu;x(AkigsI?v$=HUCTAILU!7>kh+j;>>tcPD8shoy-iw?%TK-IqX{wz;6*AC9DnE z;dH#4vekTbOYt~geNT4V2maA8h}Zb9+SOkKnC*V!?*7T09w8>>=5#VY_?~3`0Q(z=p2fFUcCwrr9 zE?x#Id%NCS9e5Mh+w$FTJO<-y?8xa6-h9M%?ImBxzh89mR>GSKG8Q(b)Y44&z$ZSWJkSayov&SO2K*@7~-f z%+u0MVU?T0KiEfmxnJ(-_&ND#1YB$veW#A&G&E6 z`AGVkLB~&`dyQQ@rNmFedkvecl9%=~&l*j?t;GDD^lBu|W4s@5{T&(OnfcALVnovWth>0c29;vm<&-oSY zo`d;B*V~da1I|Xu9@pL+B)@rKb%iyIf03M?8;`S|eA|itCRD1v&eo}zyBa?-{2!$| z-SV|vZ^(x7c@pN`d>K#TqyJ!hg$#80R%Gb!`Dt{R4fFfz$17Xt;EUvDHhd=d1g|;D zJU^7j)ket*=is~0*IS`8FN~9luQt|JcT^z*#ZN=o{>QB09O zmt7NfEA*G@o2u<#-NpT@WIaNc`^h0c-UudfQ;46ar+T@foFYEj)OhR#J|Fg^HL33*PC*HYIU71dIWW(OZx0mVn ziFoC&tSua0;n_>wmF(DwtvV~)9j1%nm}EsSk!eAI7BYIOXfW zZLCZ5#dxOjs~z%t+?Q>p(m_l`4e;8*aX9`P<9Doi^w#to0YANxW6dj`t9Xu=pB{p{ zuY)gAV^lfKA!ii}D}MPQCw=I8s=iUjPq*^*9{SJe#)DSQ4Qp3_EtT$BYyAEaH$BAL zjmpnvqZ&NhDc^zZo?zE!)DI!+eDpi9OA~k>^VyuMe27@cU+C}!&?q(5D_~hf6z0wxC zxr?eh6v7-RGsYBc$!H4mWc)ni6#SGNO@??%uCbnQF8xO&QRzF;A;-pfp&t}h4EMI8 z#$LC}Bd;v>D*@ls{w2}>(N19Fu6*>nx!o`;W*rmx$Gq-%Hd!FwSkX&2^n1aV*l|;K zT|)lnbk>i<7fr*?Zhi}^s?Y!jG_p~+bBQlP&C?x~LVVd;aXIZx3K{#(rp zX0vraWgo)PQvHHDUwFg+A#&yR;zT&+YvQrpVes6J_Eh!=bB-OTaeFyM!-?W*IztuiQjUjHY@Nk&rbEp5EI!la<^uqCi=$IZ)&KkitWd5K{@a2E_Hq)k|SRJpu`9}Vix~rAv%1(FOQK|l?QZl&4`W7Fh zV(Jon9${%L`q5RrNp6VocbMdx@ss|VZz!g2)P`-M2esQm zzc!D}Hg!Ia{(Mrtjqmm7j#M@Y?P5CL!3R%}zZ_2Uqq2^iUhKaG9%3!km$PwnYU|wB z!FDCP<~OoqPd12Pew#11uBqElWg7P}$gVBiD>}Yy@;NauvR^_|k zW4wxM@IKbD8JeKPulUT;3(|2xFh1LDjaI3J=9Z7E)_VB5FFgkM@m z8;do4tvn3RHn24oZy(E@Co1cvtP#G)8&mlreL_6#qWus01HNULTQ|e^H}~S9)aUY! z?01>i_=7$9DP_O#Tpf*i+>QukyYb!cXfI@|7xbyIVs-=c-{}KK;k6-5Yw+Rr@R?f` zf5P9|5%kADtcxc6ZsK9b8eZ$LL74lkTajzE`z`2UoRQ~}`}DIZwbd^}mEqZ4n{p&Q z9#{U9^DHsc!L>Xa@5hGnb#{NHx)VSBOn);UDdpE9YC8_@5;mdk35bqnqpgdVKbUH9TL@EgHS3`cJuG9V;w-?V10(_z=2ij2L6z`YY0>yp17{J-P7Gd}WU z{HPe`yL4flu~JU3BPbh6P6zbA(CcV)+mZJx{r6U`e-%ls^()6Rx?QNv0J-5u_Fu&& z|C7g!-#OgnTruo9Hczylp>G^m*sUwq42A16wpkxdt@dY-GeEn2>Z`l;qF3p21-rC` zp+DL+@tw?mAHlYlUxW1KOEFj7CF8jw{al2)oC=W%Ies1 zJAA+8^T%ATLx1ZI(Ot?8Bh#EG+YfIsSsX~$#WmJ5@nN^H!ysm>!kCHD;Sub@ zf8_z}Z~~t_kH`#H_-LK`Q8D*V(bfJRc8L1YMY(G7G2?H>t``=)kga74ddpkU@ zW}}p!7IZ{^xIWs`eS7_3?|T0T0Cxqi;3sp!@J}|`UvSS*{xKhP;-gR&`tqmb-s9Xt z-BWZOPj4}kZ%c>k9ZeQj{|zJWB9F-JWj}Gy7B6F0`Bk{rKdq6+4b+b$Zx8-jNS{_> ze46wA%7*d(on*cY+s5!-E@rM#_YWU5V23#{T&(VUc6_C>`q^o&`}gS37@yI~f90#q zVC$g#1NL9WpKs_>eb~rYmU~VM&ym@_@LosOu65NN*oRZ*;S|hshiW^C)^;AjY277ax!dP9#^~&noO7M}_w~ zX(mRtazB&Ip^lfjRsWx@yj_g7rrXDG?}-Qhq@ReZk#(!Tps|9VMrqrbea#n(0rWbZ z4l_Le-oOrW*(f6(r1dYO~l?aFdQdtH)QL(`Aysw zGtqQ3x2$))5uC=|>=b_J!;a6h;d|trR4X2p_2SEC#mk=Tf2$liD)1IN%JQSsU61E2 zY_6XqVNGT+%&o{2pV8K6uUEGYz4gu5x_EUCvLm|A#Og_$_?-{uBJQk!6f#4kS%v1Q@)GVa&DsjQgvU8y{+6| zM%I~*E7bq(eT>*ljYGxJuo?IBU@P<2=s@_b!6ZM|*lDWY%e!%{HLLespD*8s+|1r( zm{UIv6It0?e0VgSCb7YMet8P-^_AbC%)GnYk({;ZaW3q}_Usva{)NvxsJMdsy|sVE z^>*q%b#0E9>{eTSzK^bC%Wq&FD#sqfC*q*|8`hExu^+cp-y9C}x+3I*C1P!m`E!Ur z{wdffyqhZ?7MHIrsIFr~VSX}Otmya2x0NWKjPG0UoT|-n^t+0FTk-kp`1YW8KXvfO zA2|PppV*2Ia{VOQmN1+JOMm!3as3Mng}!zp{zvl3ej(SZ+aCQ(?lD_d(c?DcYu)nc4nMCdei@kH9 z+lK$YU2>hnF1dURKODxVy~OH$bXbn(n0otX#K6n!)><6zO@4EI=zaR1k8Y$kKf?OB z{w5wnZi?4awlzD7=kTAQ`Am4P4P|z(86S%pZ4brgIsUx^et9Yxj#tQio`J*qX>s;q zze+)K1i98#%6WMGQt=D_#pWPr-W97K*2@Rh{7yrAmVUM8Vqcv{KUV!M^o-!Y7ym!m zu9bEp$&p)P<4*nv-fz(H4C{*@vkx7M4(b{u*4yc0TuM&I^J;$AFG_u)_>O+ZEQSwl zh-W!G{X;AbA$M;)JxOO>-5a;7xkU~y**(7+)|qVnCcWm%#nZKW9nGeTec=txiO%c# zKe=AMWES?x{lEVw*Cl+*EHkR7p7yhoNnA-2nLTOPz4|SS>_TXoKr6zlGti51x=Jq} zfc9{iH_S+nr{zjkzm6qx$B`^43x~HKVdb#AN7>hCzN@Leu}Ch*Z>9E+c*=^^pTmQX z@%RvOKT)>?eJyQSJo(7A5jtO`uCcS3O86dFnvi>+-Z_{zcIBO;Y5uo}{l2#Pt<7o# zwm^3(5AKDJ-dA>YZ{&=gKnH)+R9)c+ytc;UN4>BkEAG!?_lmB^d1T}6)tPU;Ci^VX z#^_kKg7;kVwqYX?Sq!2pzR9+DeOsx{a*9ss{z1R9db6tNQ}~~Novo5*>Bv*%X3jU8 zxiy0MSUuEgNv7wfo$I5rKdg<}Z+quSdhOB5Z>+C=V>`X7e)YFy4wjL=h4WcM)_B;zwfxD)_(FX)u*Mxo1*Yr`RoUgcr)J1^t2ts z!A)>n2-BnV7*CJs>Rv{32io1pYaOz^I(ilv8DFcv17AHgIe~mDcj;K?)^K~02*0Du z-t&Z_KH7=C`@=d%S>SgZdmM!4HF!M69!u#GiEb-zQCqXugJ-NxLZ1^A=f9R~3k?Md<*yl8D#B5rFUcU%WgGtCC+D2Ex8+^c?VYgM$ z-}R@iJCTt%4~P3!G8W)Hu~L1Lk(?FeKT(|lg@4_RhvMA;FYzBuLvy}<`6wBi>x-FL z^_}QfDnApBtM%Xh`tjUaPk8QE;oYNRrIHOFcXX@h8}da5=Xde!jQ2~<{8{XyYzf;s z!v7DJYgDSgrz$qXZ)1IEfE;zO47*Xqx1`0dRlX?XwrMbupUP#SZxo}I@1^bLa;6*= z^$9%j>xE{l^3U}F{i|#W|Dp9!s;8FwDZdrpd)bzb#R=NUQ^{ZaHwJ!B=jCGeW7w}L zzH(W52ibqnvyOlFqqosGy+ppr$YHM_Ga91JlkVlA63_B{^44ZA{Um*!tbNI8r0u=R zHmCP6v$Zwpu!G}tzPk+1Fl)OT{^rVFL6eJ(E9Htt>N}blYzotp^ywl_9(}`&=x=aOR!y zSwg4#=t_^cPXGVZ^+)KgWXspJdkwC=@sd;GgWRvpCcol!rC2(tBF^}Cb2fXKp3hXg z*_Qjw>XL`V`(q@kJLRw27KvcSZ{>+Gj*@QGtc-r z&;1uLz619d{i>0e{Q>{|YOBA&5Al$Sv0}H?ZKIpe*O0M`{=S!3`oi^(j;3|;A=*if z56Jui{}#?WE%sY$Wk=|%TanY=Jw1}!*|9TyCOGy{cXp-vpFoBDQ?^t8QljlX8D#pUkJVbYP>Ov3XZ z`k65oAH%l^{BJ71nEj`t--e%ebf#0h1^yfI;}P`c8b*T*%gPT#hz+N57+QG6%og&_19{AFTG{nfRKmB`>g%{t*4ne~ZY=$=OXl z=-$2hUsUOue6)mZTH(1I|B|d8^t)dl*qIJ5((OF_ch-iE$ptWqo1&4jhv~LJ*=%wr zl5r0np+9tTk6+r5U&TYZp4dML->^D$9o=>de7aX>mC@GnKs(s?V6!*G+)eDV4?bgI zxm#PgrRc=3a(Z?nJkL1H=!;+UuT#a-w`iNi{N8vG${5|+@0D5nl^D*MQ zw{~JSmBX_0=(y7L2k?C3_?SLhI0my*54Jf*+cVJrMt?e1cc964#lQF+&9`IK6LCG@@(-G+ilt1 z)0#ZJkUsa5MGrrS^37Uvk?&l;2utV#Vm*8#CchfZOgcBF);Hz>1niJUF6F@$lP9xA9LgqAdN8vL8pDy~Am?-C}H?J>yqgkOH{F$~{ z{Qr=3*U?^7ZM?t-0Y#-03o*t3DNzIy&X2JbTND**?C!u?^<`QGizq{e&YMYe)gXD&CzZgm-04#4c~Cbuw`Az6#Md> zy5BLv@c_P~*dNwwJLnI0W93BpE}C$CAcxbs;~mM_#qrnTv?8n*>LWK?ftG8M|F~mo z>FPIXaIh#SQYmDL&a#z&$JpS=~YCTZiLnc2& z`|BH7^VAn@kZ1gbd8_&_?+es`=NjcI`B#b0buhpb??KjAXyB-PwnQGnUT&=aO~*lp zn8X*N*$qC|D#gw8CG`HG?N2%{gk>UrF;BJ&IjDVY=M(9<#_>_M^T>P>wnyyE4N20k z`h97<8hIboJaMJxP%_(*p=RakL-CKXwjDY$Gd_r~H15=!u)a-Q;g;?ALwowF*nEtC zeeGhBxyCAH*iT{W@#Jm7?u7xLF;jhQ z9wmE6wl(9Q-}!J5Ic?Z)eO=`GKGSxgzS8lQb-$?USIv+4v3Q%nKAFAN4dJd|$c4z7 zF}V+Is6*jt=?`o;5A9lTzr>HD*f0)`w(NI(m$g7|zA6^7Xszbhwt%9Gn+dVuV^f(&{F z+Ao9UdHZ(G55(^pD%-kV{r{ivR&jbS4D3iA=TmcT^e()2Y5#{GmcZ1^n&U>g&xO}@ zTKM%w_)z^Vk@@Xf_6)N*23vfGKQ1!tlT&QhH3g!7*3a?OW@c7 zjd`uO8~xGp62|mb`c6W-0z1z{-(Jq{gl8K1o{r!2Wa({u)?x8ZeXTWYyU}ws9Pi87 zU&x!thP_-rJ?ea9} zHzH#+Z0+bUKI6e?YWl1V@YH_5|!X z`-jSf6^zUAXbu(^?b(KM<{;RfaK5LSq*iACkrQu{p|)fJ#brDX1F3$~pv zZ-c!l9oLYx0c_@!e1_xRd^rrwSN5-I-=$vtN-WvaSmfJs1Acgg%&BCp&K5B(7is&K z&aQkxSEg>qN0BA=`BnU)o|HMB;EQe0?Zt0X(&`$w$Xp0K4Uq2%Oq(lr^do(T4wlGfKqgyP>;rz0$<0f)$Re5p+TgIYkZo5hUW_)KpiOnH}Ym-Rc zhBZ{l4+Z?$fp7O}L{a^hb^YyA^4z*=9_i^OcK>Q4%}s`>ZE@)&waTVSW#5!em$N zGwjWGanoA$4T1O>eqvAZDI1Kl;wac>vthR5ulDj(!TvWxcD*m(+? zb;w>sml%cnP`Nci)Y`FlrjL=Mc9yHt14lGf3~yxTy>#(OxetAEKm2k&Td1$@cq5pn zlG90U$&b=;x;HtYp2_3l88jh}!*~ug>P|A`RDPxX8a2OAWdCP!cy<2W2#;J#H-)8H zjX&AHKf6cSF2;YiG4?3hZOAp(WY>~m-iXbC<%aervGFO}NIBJq-7AWFb6CiaHk7Mu ziF5nlL$)UiU_DWvx{-IKPi`j%(m&lc+I^3A-Q&}qZ!8w~k^2x^LXEL6jQ%?)U} zu=^@9n`qmiUOgu&JHl{1`m15^?bLLInkQk}UTuitGirW?z{g$489|2nlgQh!#!nx$ zp3m{zR&#H_xadT$@tZv${=?{6mCtTs+o9&B8ky>KG863>awgT>Sc5~S#;!Kec8^NG(V#`lbn#h zccW2v!acL-XgRf?v9(ycc|IB}7??C2xc$>=CP`{h2Z9lN#VfAU0{q5q>3tvHx z_!OtJ?F9U1lRE>}rS$P>c`{pqPPI9DQf{cZSUg z^Bu;+Ip_!LHwUNkD!C0N*S|%0wl~0WbM`+(F8M|9?Zas3E6s(;TV&pY_g{VH^kfzs zkHdDq`SJs}j+E=eZ0FTI7lZd=wzoxp8NE};32XD)@IL2wm%eb3x32!q=-)@LJ%1b4 zPJAFwik9NKHTnJM?*gN-AKr{8?nW~c*7Kb&#wYjUqw$_V{-tC+4%byMg|9$#q9fql z+TNU+^n`PRetyA#{}FPYXYY&Tm+Wgv&ZXo$37>0=_yqAjf}J;$`4SoJ<%4`J_%yw% zvHDJTsMV!)X|X!r@5=YaNJ3A1J(c+hKR?5G$ zzvnWIXu`VoaWR-;ds3S`Om@X{7#XYa!|U?=BfMj5=AZCJSpI@F{b z`?2`;hv{AWPtbNpvp`&1&l9)08p@7qork&^>>3MSFYSYC)mz@>Tsm%t=XF@FVACMu zacQGxYH*z3n)XY2o`ii9vc z`!YUxpt1TceV)|SCT(HtEi>NkW8>j`_aJ$v(Ugco~!xcWo^G(7yU|CgR#0%KlkZfPpwSu?l9a4 z7hUOZV#$_#GC2eE9muu`HS2$EQ^~laUj3@8`hv-W=Ar?xjtKqas;}|E_3HUrw7$3Q z%$KRPXWFXK`jUOC$%i+bTjN#N`{tqY9eN%|=UOBB74OA#jJKJi!#gSQAo;r+TdhfQ z<372U?YlR)$5Q*h|4*^kmj0h&6t1|sLaeH#uRdWlMB0t>sxQ%oCwRrf`c{MD4w>@@ z8Y8<19@~IrA%liGzLcj{rZtSvnKY`f#bbCTH2i=6PqA0e@D5VAXIQSoj-zRNU;Owp zJ6w&J%FgZh#$1(Nr0r~e9HC#F!dfX3|8W1ZIGKjvpEaNwXzNS!&0_EoJ7+?&5}OZ& z>?bv5C^@b1%Gc;P$8V$Cm)z;v#^F1N%yS)wYsIhd{14sxVtWq@x8cLT9QPOZrF0G^ z+cj6&4aTqGdWui2aiWhL-%mH%@T;J3%~7gx*>hwx$~Wtd^jNg5oL_>5y(OFSdcCSo zWgk2bIJeF$zSqBRzv_SOWMS;iN3&tA`X*+$$C9}o%9^m@fAGA^XAAHQz?;%@I~+V8 zhc!uo<`L_fm+1NwwlGE?;1~6+ynxNSpxa4AKj(ve(f8w%1&y9tkul7;pNwZ4eZ%Rz ziC>!PpQf*gU$kFK_q|Un|Nnnt6+J`$#`Lj0`i-oSj>Fn$L;F4O$@REdy}F)A*VS)a z7wThT-IwhG%Lv<*#)V%YM{pDy(A(R77z|IaORW#TI7%jHU&e;{_5;a&8ol=Pb3Qne zjBnM-SNQ5vn5|Rd6Y8F$lQGWu0>|F2%$i$o9_yK$byzt~>|9smH}Gj8b2k>}w&YA# z1D;{?&qf0Ki#~Lk8}gQPs`0rz%@)w}G};~6CKly*82eiboak5#ijUQ@MlpX8*4_Bv z8+L!+;Fsjiuh+Lb8Eh+dm7~UZej8cW*1er6S3>=KT3uMG?GrNOUSv#1JHgV<*dK=e zN3pVg&+Bq0%*TJ~-vZAxed<|$yD@eMyxr$l@5z}!t>f`uC$}DO?|UQpfIhq}8XG&s z60ut!?=mtTV(%nvYG}xx?8931<+ySdf5@M3-#XeErcLCRYp8e$9DVE6*W|+5pjs!4 zMbibZUqck@@y)$#U6I^_=xES>tynaJvpxJj;Z;lHm-z1T+VXo;S2#bG-0Rib9_)i7 zkL2akV)G^)>O{IVx$X5C&tYB-_eb)pou5Yj8qNpV4k7b#Z7;!IZ>WBqSNwqPrOq=K2@n=|=ZBK9Rf8Bsupw8JEIxk-lf?JV}n; zOCFy`H*3qRm1Ddu#eFaK%d>ngyYJyo^Glc?lZ&-?q4O*B{rLO{y3Gm2lXNX2e+s%S z*uj_S`Ob~^_-t)!p;x`bJ(k2c3-@87?aB96cKjTfo7AdxPx!)5o*5%@yShiwx?bf{ zKAumE%Vc$Y+d00UzZcN2K9>FM{fai-mW&Rt%-1L0#fi=zlaE8$&v)^acxSTvZ2acy zm`}n=Gl)7brjtY!4APkvZeSi9%0&En_K^HFkz z{8H<(%NqRRm+sBb@N4*=8|m(7deNm$Rcqa~;SrD6wL`-GY9{-U{7u1ASnIa{yN)1SNu%s(yEhmPvuN$lAg-W|!2W5sv&^d;8wv3W5v z7e%As*^<2P>9j%!Z#ZX@;4J8st2w_WAMn!y{J_3s2*0RX`2qIoczip&2lB%$^n9Vc zW4-!HMtBb+9ZqL6xc)}h1r3?W8rsyC=rQ+K)$;OXdc(D%e2w@pT?rOBRIN9UrGE`R zQb(%w8XU!zWPK!GF4P8J(u%AubRG($+)3_{*T2zoEktAzF&ha^Z8*GABq)Z{t#aqxk-hx+syT%is$8sl<4noa-R>_C&Z_3WE==&KCc1JVmR1fmb`tEZ4xHfe-5sTb4 zPk84f8%^#Q_OGO`pwrk0*ID72LHPPa81LmhbY%LDr?02@eon@y`PDnQ+`iN1BuK33vyR z8^&Wd{c26Z_H;a4lhED)OK&peVy14Uqu}SasIC4r`T9P6Kg_Fs?Hj(RS{{SG7oT4W zXA6Cwit)|!s;{;cEAvfG$0PiCJ71_D(NKA7JXdR}z0~WgAIh)qlQoQA%pdV> zj>9#vw; zC^uoVd7yfK;Y0ax3ps1R3v&T$B-dgX3$-v7v-CLmc`%+=`5v}-W&J(KDYV_?y6R%Q zWQTbppG%hcpt`4bro8ejtr!nqXKnYge;;!BFuH{AQf`K!_cWS<#w?A9`K+aWDIRZ*FF5RVq-NgC0}am2*dqo z+}DY&;h!yGp)b^o%ze~wA1@B$=P&(dvuCQfzFmv5x_k)F4!eojQ1*>9mN(PhN-V;9 zK<*|Dc>kgMbbcl;iP1N+XMegE-PS(IX!f3p{%J8*H_I)>Vl{1IR2b7?jTjFz_T0+~ zYoYuGdM?20S|wY7|Jj`^WY17Fc5RqXq_4M_Ziv^jj%(=M9Jm&d$9R< zeEd>A#cymZtwHi-adS%w6kk0+r)8zuO6*7p>dec5uO{>PlNFI*E9Z>yu*k*mIhwPw_cPnXoHHF)?c zPQu59nzz`q z%z0D(8|rvU-T%21U%$PH&mqfw#;8B}BlO9Ecmch)(>aQr-FGn8^6N_U>;T^?WUNTX z_i$Nfq%qoYWFOgR9>yEidu$2MtBSSJh(lJV?{WJbotuMFHNLbuPS}&Eq(IE%pk73+_U3b!JjxEh&*(kdBB;lvj^>MK;IlJ)BB06Bq zH`9I*{;_1y6}}1(?gd4M!1bs;<2bYz585|%9%$Ym{}jIu@kRCYR&DNQ#P^aHYWb>s z(45aMhUY=sF#YDBe0a^fCH$y{6;0?5ITvc$-u%2;Jt}_|znjIiTkwbdb?|rLgPAa{ zPyYJ){W`cfot!o4uqMdlP;xx`y4u7$+{25Hrq9|Uno3S5c7*4nrSoci!c^il5q>Vx9R?iZ^s&cZRiYh;lbogM%NSFLRfaA=M(3z^5<|g z``D{F;W{U8#rNWt!IOotW8D^QLdMQ@>n674bkH3QqJNsc+}?bjP3NyS8hoXPjNjSS z0{trJU8l$G*v+r;qw>ssxnegu?jrjU{c24b=;VI&rMFG$o`aGX=Cbi*9t)d&cBkWl zUFtx#pD{5N4r3>gFCovvedT=dyy}0O6yxMzE?;`nd!W2yN4~Gx+j)L{P40lovcs~tFLH&2{ZiJm3;FD3?b*(8t#FoU)7@INO4+#w;Ox6MtcZc z_w;qo&#^quZ^t9o!#f`7nznV&&NZLTa@>Uv#U^VY$2_0+L(8v4UvXT*#u;Q9H`#Ep zlcS|vFE*7^nf^|EcM(5@>wh_xtmgbU`yp$to)t6=k&iUXFPWdwilBctqEAWVg23plzRxtfp|`7 ztlq1OJF#%d9Mr)NEwH0J}?0mW(P z&qQ|x`zPa(v*nO_^*^bz?crY?2J=jn8*6BP-0?B6o-d|rv&EM?l3UR5OFjn9IpQ<6 zR{e%K8fb6KMgOQjKa$<5=Dv*BgxV#x(Tlc-%tv74r*w*W=LmEmwsIkS9WQ#pJI`lFQ%W+9X>_=AP_7K~97*c>w-B z>eag&MIzUm@U8I?-6!5^L3yVBcD7z{Sno&H^Z5tpUzG=84%||oxjQ|K|N5X2mrPA7 zo?Hnjw7OUKnYhl;CwB|uE-}th*G>U<0dx3jLB0lg z-_pZJ;eF!5`YqZG{y*vLhi4l88RGY%{>|t-O5F%!WK+IrE-tgtZHRAm_@2`4-e(xc z+2{J@Saw&v`s!r3A0D0WSbl`{NBIC>_Q%r~Ci233o`)DOHb?DG&k45P4X&l>mv`ZQ zYB|2|=Vv9NZG7HzL2K&xQ}~S0_&M0e zkXxh6_)Fe^d1ta-=ZE9ekcF_T3)!3ahwHO;EW|Yb7A|=f);|gV#e2|aJVmR)v?aZK z5uTZ+*E#;0EOT#mzcFY{U(BcLRXD$H6mPk88(cl`PIkV#{cY-qyvxVI_M}=Gle3in zE~0A$IlGC$Y<6vhZoj%U8=kPPIal8%Y*~kFb4uP(ZW)hR6LH&3?(%PR3i_vQSCZ9S zPFyYT;Vk4sZp>w4VHoDzI1Ime3%@DIjxmSqKz@v`CtJM(kv_`?YrDjnC3*w4EBIps zKd%bg`Sv>ooO8TWfM*O@`r{V-&9~t`TgdP9S{N3Q_Y_?0$)<=qUly*J!aF_rZD=;( zhs1FQ`qk#5k)E++TuH`p?3&^0Rbo~isciv2KEMWgB3R2c$ZrPwNU@u&7W|+_AEbuK z+3;JgbbT^bM1PJNeTlYr@SH~elzR0%AiIkEp=2D#zw_wW9_<(C-X$v{r@c1*4PP=2 z&-~NRY+{!4ahkE|8GSp+Mfnn)ZhMscR&*Y$9(X2^zsR1w_^>N~jnsZGd3Ul^EeX%& zs^_nb;^P{t{F`5&gSoY5JaAOc9X_r_MOcTiKg-~3VtcZ_{9UBpa`qN<>(F^%gEeEl z`j0SiE4YpO{5QPe{cB^dm_moz9PZDjzmT^J9=f6Xmx5sKlda}B55Z;OOjurzo zIenbG_v!y0o##yHAC9g6i_KtNUH|j!cYh{a`;=e6+=a{^$sWa*>V3RK|91SctQKW^ z_H}QDY}XpO+)IDczlT0PjrcYnEr&Zcs8ROTP0;|l)`DjxKDgeo=K#f{Xup-0)`aol z_ECNL{oqUOLkzDI>!EO6ZJRD1ULofU*yKfFJyWeSLL9q_;Va~>4aaagCinF%6aF#w z$}aMJNBaJtYiDsX-^HWRKLDd^mUvIsyyB5w;=WA5F6+ejAoS_{>fS=c)>OX4jbxcO z!ji_xM3wEpHd^Z~1I{`4HhfM&Ag2F-9YGDty@{SL>3k$ZE|u zD~UJXmv6#;g?u}YuU`|jSVQ;WXLUB`!z?`8x?C=VJfSZsx*J3vD zS+bNqHdkY|o3WX)!8{Y*DJkCKvzcsm|1x!NFTCTOoFj&-s5>*s$Cti~UVFZ){g*I^ zM|`80|H#fBw%KBM0PGjjKj?|&@8whHHko&e&G?=D#i`a7D>@FfY!$wH zf$dY+*jg-`p%ur-yjfgSuioV(bW8*UXZY+)YWp{GN;h*ey28^!9()+ZDXJqcI z*1ngsv8m%yzgiSs2=_uX;dkdDzfTj3srrUD{6GIsvDa4Bm!jloyn$PYn^P1<$>8orBv1rOS{9L?9)++O@d-w0vm8^mGKyr+;@(~zIKK>K$U3hju>v|`@mOo#By{-05*%WfeW9>m(O~yl0FAjUtA3&_i?PEWj#p9 zd19fF@EK%($>w8NjxL>z=X_on$;0i@+=F);eJWsnpSD}|tqZ9tn9cBZ-7NG*TX+JL ztVc(Gh^N{1obRd;VwsoCLw|wenPjQP(c_LMk-c`!XvKe^3^VfM19GZo&$yCpL6Kz&xMKk#Si~lvYw8HZiU6b`q^ahb?6u#LW?h;gYpaMpj z6>mt#L=|Tsc|Wu59em%@)0Eso{|NHT#^n?28N-&p@tvXl8KbLK^PhrwKh@uszn*gZ zrV-c&KC^9gSMg=IRn+7S)#1i^byvBV#^%Y6RrU<#qHE*wU#Fb`udGY2;*VAFY*erQ zmq>WhU7ifrd#Z;DnjK5ly|Av`x4J5-zWX=R_wE+K{5bvl_VuXlSc6Mhp?dS^fK6y6#mFsoYex@-&md=>6yr>pbFo3xDt>t5|T|@5-zS@HfGj4X6 z_NB0`$_CY|d=%zUFospioBAi}bLT4DB`A(_zMXuU3S+{SRp_`~o0VM5p78C+Xb?Qh z_~#om_ruc*4c~-cazs{@@jCPUPXe}B$(J9>i@?lkeJC*(W z%ZI^^$xL3svjbdVwY)q3cVhn^@P-N%d^DJ>mFF+ND%lkMiLgvz!_H_&;%$TGW%6K5 zx`@Yxu8JS#mo~PQ`OWwWcO0Xa;P@1+oG4$ROP+^s)#mTX6(t)e0}&n;g?ml!4{>?yE~o}d_l&6 zaMt;M7X0dArWQmUYMw6g|9_mHgywiUKP3AXc)o+}dE@qaxQ1GVH1egf7hQnnYJGJ& zRrhp%GCGrKCQ4W2rz2sNlVODzzDpf{D^3}{0X5%D++ zux}7N&(hP$SZ71p7nVQB-PPUZAL#m*&9CdrwW$@wwe+1&|6XGEbz}Aax6<&<*!Af2 z%h~81`}XAUdv-crzRg;SaWD2-tz|dSbtd0`;8;Avm31yxvoqmqCr{M3WIVm6utlun zkLcxx+?p*dTk zVSLsN@2B!pO~Ygb+ui`uA%lV_E9I@hYN zT^4)Oc~;H;d?v&A%J0Hcw|$D{Tf9fZIjli$28GXhSz6U}wLo;*EIow=onY9*cK8AN12!Q>R=3=Eg+1m_5PgR;9@VJR86Vb6$se z5Sg38F~fE;y6*J75c~z#S8CQ9_VnMJ1cP~L#v+)@514oB7ec7QClhPU_PrH);GvUAFgb&zwovo=S6Z3g=1@T)+F*X^6tZT9a*k|(`(2B58m~x!atB_HL|Q{A~sc5#b1ik_m2OI=X5g7A=UixlJS<&|F?MTtM4beR+1M# z$eSBs`k&)F=um&7C-5Dsou9)zm(N6N{FYnSmj7byQh3*Oyn^=j==Wu>I+k=`v%3go zdpZ`+t^W6ADK``KrmCZB(A$Jub4_#z{u3JH5}hHpJF{&x+~&*N{Fz=z-)8#n#ov`b zf*)Iv-?L6GJ65B&Ena%_nc7}5MtYDTA98E;_yKZmcis#C81(zI=}YbFYd;>2h%EVB zB>E1;b1|P@j8@Hy_#rx&Z4bg_Y~-Eb@kA}$CC#@${}21;7$^R3T=c0icPJdjWPBvr z42`iQ+>$ttUfj7|mHhwl`56Y*RFs{JXKi#c4NuMV&`8I4k50CXo zv5NkU>E1=#N_;2JlLPo|K3%tydB1+XPOe~IZ+b_-J5Af%T6L$lG_S_P_j1 zJ2?a11KCPXxLym_Ny$)i#}VW-;B8J;cN@O=LjA^cd<%a5FFi$z)u!;v{qUw|BKF~q zXZ7aIMrz0VWb}uBmiM)$e z=ey|(HZ8PSr^P$b^&0#KvF%~>pF7{M=Km*)<^H~_zbYM%Y8Q`W3YzBlUT;{w{+(0z z)?1A}^A#-7Q}9Ldbz}BzU_QA||6*;I+14Us6y0+ii&wO3qiZU67-3I3s6j`Fdr$sQ z15}P2U{Z7qkibFVE^6ljYiu||84j#F+YWIvXi@V1JKKh ztT(-T(|6p!BYsVRy1wKU$- zR`9o!7faOTs4>c0(6cdn*%3EGcM&YhoNsL(?n)2Q#`bt9Y@295wpM+yF+9!Bo`UN= z{Ui0QqHlq=@$%ogFT6PwYJ29XR8{BXdp1eiYUmF^SGPUO{v*g%@558LFdrvh)O`K7 zq51-Fz7$?hCBix*IS0SIO)~a(v<*WuUfc8a>KFBKgLVDs?3d@UJIATHryS_`W7`&L z(=xT|1IK%kIh)-}_^(fmOtF8&`D2aMllagd^&oeGZ4Mguk|IxJ62HNWStkpF_XZfIhBv-KOGz&$-sk9Sp6ZlLm3;&NSZAZrKu(=Nv?&*~BFz4z20t>%| z{~K4#@pkC6n*W2r)(82?oKT*L_G%cf;)^fEHemRl{15fuD><~Iypm^$JSkt6_xu{r9r==n9=uT0mLmo<7`H>MAy=M4JxgKIDuue0+WxaC>4 zI~lF5_ZQOlAANXYZ_<=6^06&H9`+xsk3QD70~tHg`!e}^(Rq%oPu;Jp=sX?%+sXQr z4)r8aPjcg-e40JRZZd-}ZqygXr#ug9(ezpQa2G6(k^L7v-_yyb$pPoXv> z>PR$@{I~UmHN+78FTnYaJ%2>K^>v5qMQ!KW|1PJVhsC|3R9wQZRHC!&*HpXNneIl{ z{dA9J#~x@u6Z_Y#w=Q*jCtTaZgFZZONT$?1?V{&xvX{vjxt8;5@~$o1+u5G}+vu7I zt9*#>vELUDOvM;}dw`x+bebQsRrpWcj(XMIBNv}>be$O;OBzN^W63=yabj#5miO?u*gN z%dETpKl$M@K70-xeF@*?`@w{!xZSyHkg%2yb47?>I1ax|iVxQQHJR6HqboCp!y35w zn?Kgq9_%@md`}YdWB9g*H9#M_r;>FfTP8b}PvPEZIjEmsn8M*+dU>+`o7A^e@X{YI z&_9(d^(!9(!%1|=tB~Ub{UM*j8aceto-c$emN&jCAB__WF-%T`P0mH;-ee}*}9|PL9OC(y4CdPx19r+U0lBlKw;L)!QkVXJ`3w+PC5Z zxfg0s>KZ-YjjVC-O@`@UZR^n2p1mJ6m)znh_W|8^Y7>*}Tlw$)V6iqGVO|Mi z>0ox;MArW7^)_}Q_p5sU5na|IMff#FN4i7p{#LCz1l=H*%>}`?iML3KTNPqkD6hjo)B@dLJJqYQ+q(Tf#3pp*bGUUCv!+ zN7LkT$h(i7&xUy!f89#Q5c0#lWOCA#8mhM|QterPwC17g6Z$siKe>?4g7HQ^c??g; zj|GmO;g9dp@5A3)vyZ%NXx*=q#AP!!w&Ir&?A+0Dh-o{#Ezla9#Ve zYI%)~FEjZX%m2J!=PBCcfAqMv$H*ZvLJ#%r=BZ1OX_eOw+~ul_SYwyrgn^;UE!SzoaIM6&MY zhk0;aS*z}&$LHv~6a77K$;aw?CgkP}bZjl|hRbz!ZoCy2lOdntE6^`Q>wakdhE+6YJl|T8%HdINw{}i+nkd9TVxDqRlwX78&oCk-w*7 z{81BfE@aa$WRD@^Wj?uD8^5M)Z5yIl%+}YmJx}J>c#m*?y7uSLs|8VKzS%?jwe-vV zcoZAj^XbLf&b2qb$~D-kZbt4qCUfDhktMfFxfE|p|DoiyfiWU`Q+6LhR;d3E<1=>i zziWP_1mkdNFVA8HS|_6}WB8{Knqye|3p!df=xhwOPcVF>rT!@46L zp=~Ya2jbn{ens-kQ^|SiW+(bLz`u}B2Q{iK?i0_9i>t{G^Fjx>9`wZpb8oed+Q`16 z7@cISsg+45JQK*7M8;zKhw0o99yyhC;-`zu#S_RjHo`N^q9@tMn=gLT@A+}8hKFC< zg*8+;6P8dn<~t@kzsULX;=ezc104^8Z3f?(r{gowY;JCG9hiCRKH7<0Z|h$VrWM(F z5TAbwV@LS5g6&ASFEcN^XiS_7%VK?3!NrcM9v#R}#$SAwS~Hi9eem>Qhj@f*iHQB- z{f_KS{*coJ`GvV9{Q4%#(CvrrH9nu9Hhn;Un1|^vR)X^ey1vo>44z};JO8A&!YQxv zf62a+Uj1@A>I=&&_-{x;JXY zsUKXgqT{Pa%2H{NQnZrA?-Sp(o|jrT7$ zEhckl%^D2tZ2JP=QGA(;X)kl&kwK>%Xjg-goB{e1n9Z?qT?{eUYN#CaAZGf*4PV1QHOuSuS|IQfRME@Xt zJHxP+vHBe!C2(c1{|DU``Xe?sb-pLLBk+xe>wUfzulQ$q;@MnS*Jo@>l zWdoX%;RyGA-f=z_?l1YTIV_J@E0GzSk0N6y#~VA(4nlL5c<-x1 zMAOsyFvRHMfRWD2&=_ZVQ}X3T$c5x^`)+Vt+52kA$vOaL^nOL@0%`Z{W)?l8=Z{x|jhm3v5xEO6qV=2rV ze3)NHej#_Zv5moVIA6VBn=Xf3^Q7u%ay@+?*_NSyf~*;i%?ByphMJpNqlM=r`6~G3 zNAfHjht;buXolEiV`_BO_#I78edF<)tJ4r4c^GO`xF*Ss`RpA&ckiR<>=(#Cv4bzN zYmB4Gw(A_Pgzh1>Za}Xw8_gE$bI5StFRU%&XB_8f|1w@zM{6EVy2E+6{&nDM%l@~~ zjbYyl`Ywm323vTq?03F;f*%rkeq`V8jlNJtkGhz=Oy-ZZ>Z?n+m}O1L+7s;%wuCiF zOvVb^zar|ZD^5>oWo6py7PRry=?jBt#2Fbeh z>T3j{o)z*U+RC`vg3QijeZp_gdb@uipFTiNQ~XEM&7bLKbRXjQbU0hl)w9vHGMh#? zZY1Y>yk~2ZbD27kKP=9xv&Xet-W-n{E8CG9@?Zxxo{INn*VreqF~nhg^xN@QYjJvz zpLU|N4UF%TttN$c8RGM_o#s3y|M>=A9e`;Ka=&zZcWwFokCn*%LfZiJljRW~L}5*F z4ScQX9!0xn%=kjR__VqP2|j3 zWPJu(FF5yP=O*;M=zKIi))?VGhQ;^8*j}6YC;1wNjf|tW_-Y2)iTWZqR`71YA^P9t zk5je(LYI1%ehP>DPVPg06Pq>{v$gDBMz=-KL+2rEnB!aygzKmBQaZ!?dEy)1EsQR9 z{*Qc`2>Wb%^0JNQxz^+JtmbRgwi9i0^c9WOyVUV`7^czNl>Im3Ux_a^MFU$Z_lkoW zs`qRo=Vf;~-7}BOec_rmTw|9#*)<$38O0vP@x$8sl6e4(H^VCDlEdLnV7Qjtwec;X zE9f05Pqv}+^~UPiMRuTkLtorxyOZ8qYu?Of_wzMh2Qjx_&qw`ical4T%`4J7-*FrM zJDi*o`uNW~Xg8*3X81J>xzFP_&f+d~ZmOPl#9!0Kmt|M;o%yx&Ut+84rOxQa+kWd? zy>A;0!M}-Xq4o4%QuoUoHhxUk{_w5J-;Hd^*?FVB@Lty5@V~FEiM9jmAEonu>{dt1 z?ex8bZwNbnGT)0=*_vYwBMLNt$A+dWEdk6JbV7jhy!K@My?-+v8)$6B+v1${>`Uk9dL8iM?; zOkr>fJwUVqM2iO09{23RFIvL$vhZu1{A%|8M%Mr_m~1c4tMNO= z+~C&=@e1&nLyGPBXtMQ-ca^e7=!~>mBV={4pUsxLV1%`LZ*5=xx{p2R(#L9DCudDs z_>2GVf3)tkb^i>oSW?7G1xWG9@1o#uL7&C2fs$zngL)Adl6f6YSOe_`H7_4?%3Q~i zFV76>k!VITE+lCosE^o(1o;YpAG9Ar&NJvwM865g-HQGcaz=2*je@hQbYO4X731naKV9v19PW!%W1J z@ct~>{_#TLLPfQ|!oC(Azb$e?&|9Y@lRo%a(|Z?b!2&w&w62D%L$5 z|Kfu3B@g%p_w_)Io%7gs8QRC$#RtjV+S{^c8!~s&elx!3U~9!6Kl1%+WUS8idHntq zIj68qUl^R(W9a*5w3 zClvWb^i9!ku*c_$|LJ^tBL5AA*J2<)ULGIh1>J-6ug4d|`S}X{w>bX*|L*=>^b~wA zkg+)(N3!QLbj{c~5{-C-n<fq=mycZ6WLGM8!M5QSCWtP{fFEev~OlFKII_oVG*`Xt-6sD zU4-{1I(o2o7x7Bjp{T~%!-Zl5OR^t7t%Uz3bir0JiHzZVID7Wg-v!G$C7s%o&jX2n^{Li_&Yq2wj1Q%W#~30t0h0Y zsV)rSuSxc|z&#wVyp2tk8DAAEkoOu47M{_z`YkewThZ@8-&16ba^8ZDRnR>zSC7&s zXN$MdPO)#tUoY~bni%tMBA4Uw=+=V$_r~heL8W>aZm>sJc$o7)`EmytVPUZbKWxQ@ zf^6e9dA6~dOvB5IrP^GLm5F3~NjJQxnuJ_<2R-~n;rLH-e!&xP6y&`?XQ-Qpvhg-_ zE9*A_mFy||@GqRz%N-xncL6-dkiC*c!)GwNF&g!PbF!Br)VXXQyienqP3{qVc>{m( zX%gz=b@Z%A|NC%wD3LA{pUq5=BaN$+-u@OLx9~@2eiNr+o*eiX&K~;R#LEsfR+i#9 zoLv{dH-Ww(&gFAHmLJ+#5O;?8R_Fc5>kc2giov#L&>aiMKKO#4zhe8waMa-)V4H)! zuYUC~wvWwk`5W55M)x6GjPH`K!wa$T0DM#Vp^+R9ucGGq3s0Fd~c{%pKnVxZm7n8wg&seD>)k8u=twD=3eOG$+jTp8Zs=p@=f5D+bLVar&Z!3 z(A`Myl`t5O)q~Z&$-EkmahaJ*(x*cX7>8TxAEj3O&-qhmM#FF}ns?adI6V#aK6K~e z_YFG-lEI%rNBSIk_9U;?JnSH2ru9NkHfDI|+V6|jm`LZr`2rjGHTXMgXFg$nSnS8^ z8?$}L=m6^|=U%W$E^+RKpW+HM7Y4ri@_*xatbH?!%$#0+iz9kYhh=By@;7Zoevn-{ zF3orM8WYE=fzOe#E4_2Y=@@Bjuk`e;zHI>^zV&!6^lGKh_c_v=*>R$IxW=F zw(_JcT4SU*jLuf-*OU6axD;|TdKeFxVI38INEALJot6z=l-KqioVT*)Nf`gMKNz-f z!?2V6d-`Xw?asMsHW>@pd!Ag_fy{OE%dK#pjHYLZeFOgtth*UY&tUz=Qt4&lw7EH2 z9^~8d#Xb7W4YBy7O|_|mVXnw-;P2Jhz9QV4*~B;956wX}V+rOlcpaygkRLbFSvQvD z$f1qamuRl#CpyEY5XuRTFN6nA_?JIvJMz`wVi6qdD~+lkeCyhphd@ zWlws7Kjm(8D7s(^`eIn!13J2m&v3Dsoe}(@#)P;SSJh{P?h=<3^vl0Y9+iXfh4UZ# zm@DDgkUTnKpY6|1;@>yevkOd<`SWyGXVW!}{TpaM1pUqUjnA+K4L4(BII@9!aS>Z* z;JcUK=D|6SuKUrpc1&h?(JM00-CFf|-t-oIk2_yX#s%zH0fxO{}eH2hV>>fAGqPokG^O0_<` z^c8Ap-dcNjf$|ZuKL~u}--Oq=ipE*};vaEN zwlao;FD_xj?b?oWye9cSqg{ljqgb!P?%=B~eAmNf-JA7;@e#5&R5Lnn@8v7)5qYE7 zHnA3Ezsl*pbq_*~w_oL@dYA2{e;6!kXnq~6Ewx+gMa}5ATmO8%gFl^(<|yZ{<2Q#y ztME?`G%Le*to?2HC*nOpyL`*c$>}h9Tc`unzgER(-Z3IsmQfhx{TwJ>K!({HrZoc!xDtu`Avy`E_;u8`CvXZvCVEJvDfp zx*xRaduv{G!!$f#&bHJycAihHz|>ccwu5m;SopaZ1^4P`y78ZVSigjam*o!pdMHf0 z*c+$CFuZ4@9V2+gn~`Tu4F5Vi%$fOpXqu?`=JMna_+QcYCCrY?N69?U z@#&5m;8K&Kt?Pa`&c220$?!hGU+PS@3qK8o=OLKq(K&^jN!m`+b|HKIf%z(ZJL8xC z;bvlda^1_Ki?H-#-Lw=E$!)T+#n~^!0_Im3(SMyPduX+IDBpLHt5yxS5l!%9dO7#q|F}@27Y!toiW=*<;{d zOAWG*KG$BOcM@LXu@Im5ddJ(4vkUrf8?D{o-$kC>PtMx0hR94n_a`k|+NPkmwSx+2~conI%{eMCYOTi9LK2);rl$ zx|V9&3*UTr7NLVTyet zp?gDZ6V>yZ*mbLyVB~W76722B+XUUzKGprH;s9+slJl6oyiYpVe#hS(?tb=t;0^h( zhd92&5A?;iv-=vh+=vf-cmR^A0pVU&+8+MabdUBhY?3^^ggk46_!qd&Kx>|k|0d(e zzSR%9lTfQV@%8#}b!zlkR{Ph*K6C4J!|P7#qZta*NjH@R>`>nZ&Nj48-Csv zoxCm4gd5`JOLcj`&O`WjrnUie-hjq+b$FPY{f)*8so6(0FSf$y;Z68qY4#d_7j*hXi@}0X;us;Ia??|JdO$S29&q|NMXxcL@H){N94>d3=2+ zoZFB;$MF{E*5j)ww%+8+*>GD}C;3$BX#AV8i<4zdX=70{)r&zBBC0$Y_V=Df&067}sI0 zgF#=-$MMyX=vKmdl^FD+<1=`@&=H?U{!rNZ!?7Lt>)X$V^Lg!JQ=X1)yz9o5MSQH19Qxw%d%&x?$_+3f5`96@OKcaPu1m5VWB%+fTuBhx7B#j z8tp51Jgh4d*Sq4GRb%`J@!`AWbh#eZfeZPa-+CK(?W4D_lF#{&&~fv+sx+zGC~6=--lCAL@Hv2FV+f)t5{; zo!o?`2Rn@a<}*vKgp+j6CMPImpH<_IIOXS@s$&deF3ZM|u|K8rF4$IT_bjLwS!@37*mxKoyr=8%!4qhnp=+VzK5Wo$vvKU0 zQmKB}CEVL2i;OGRI#(Og`C@q|jPxXYlMa<6?j}y?}EB}_$w-N>)+ewahtS&~Y;T^;eZOJ;f-iN~Y(hs=H(d5g$ z;vu&03;VhF+v9CTRxLg?KaSx08Gl#&gBz+JWhj^OlV`7Ki1h+ArSq-H>_O&VXvfx8 z`(}7KKN(T+F)Dh4ANRL?z_vf-mt2mG|6v@ACc+fv{q^QHllkCIn8J8_4*a*WO`l07 z@$W3>gIs?L|CIxMsLkTvdiXqtHI=W4nw@+M&jPxBP)%Dxu_%G8oo~$j|rajkJ;vdM^!@b4p_-|`i^AWpHd!}gLR9hoD`7G)y z9!p$zUj9sm`BU5pwu{-&1BUM%-wgYM>=?}VOSP@%T1)if$?92aZHf=o%V1YnN6yVB zlMa0G0^aAux-pFMz3{?7`V88S$+-sI2eqEBkrDdg-}dOkbK5WxbDx;L0n1I+t5zF(uYyMo=lXfHuJ$o<^%4APadCq4CHyLv!?UaOba>pOmtXS3 z^{(N~dO1#Dv4)%tV*hN|LVfy;UH5s8u5QQbZqE17y)Yc+{B0OQf4>ghFxT|8kY8yF zcvtXEgBYJIjv+7Zwf9^vZ*5IwSJ$?*4cB%C{_`9^!H+HL`A7_!I^K({{n+#ud8Kpn z-24vvP_y)lEadeL&fkaAKDr9_9xxqGrspf+*?T(2W*^>N2y6ZMMeJM)&1G!rPuG@o zJ*|BK{uSnz8ZkMl3liFwfrrt9%puZr$x%VF#qF7EnNd{m0%XES@2630nO=e;;i(b;2AYI-Ff|*s~jZPJ;=C zbOrj;`Np_ajMhF|&0I*|Jo&ZCcBgC8@m=ZoUuYkpr-kDa=>Lw4MP4@QTw8sn7UskG zOJx4Y{_pgK;d0Vg7l)d0sqHb_zWnqlyw*vIbsX_0{vx-$e#n3-gt{j%^)6Oz?iDo~$PGulni_)QcTp{+cdz zB8*4T0@(RED+gD9RFw^O{BQIKf6Q}pbt61iNe|%5gJAuF?mhVVTKiXFxL&UQfc|f7>o-*2;mF#P zIi2p`;Z;k*%gLoNp!$;6VAt+Pzb$`U44XN4^&O!$Wc`As8yREOhp~9%Xer05AGDP7 zsT@eQin%;U7t4P+9DT+1-N@OQZ-=4V zO6)ts-wSUK;!{}yX%WU}WR3CP-Wv-!5hQT)`*h$ul^8RD; z^}(>dn>^=wh~Gc(hcWdTbm~-?ABX4Sv3ivEbiE>f9&w$I%ct>#@$nNj?fsA+Ht|af z7=Gdtc%u-vFm@k6<~((1e`8z7&+TmbWWE+1e3{Q@!)!j|)3gyCA8PN2_wf4aXSmbG z!N2;u`|JEc*YL&WIpN)!Xl?$9*?)nygiYJSa(Sh?mKuGkE33c8kjdL=m@u(zcg zJ{WHI|3xo-{RlFqY9B(U=jyS39o8Vy|KVd((#N%z_;Bk6??|v)o<^{R+|G|hb2r>~ zH&p+wtvo^Aw&s`j*%h;;h4x1qs%y^00&@1G>qs(;A@Pg+)tjzo$^OcspNqP)uW+v?3_`S=)mdckrI*=l3*3HnfH+&gCK zMfibl_)%NV2SpeB{8SwWk5T801KGW{Fz;OklUypFh5vE;Z~5{m^b5!|$H_awN?#@i zq89d7isg0a!pHL#!oL=pH_5mX-%6M|!=`_hJ=mYy{|wi1eDWc@D4g?IVoqD;_UpO! zx;*%vj7wpcZ^;{EdFL*b6Y&w^DCf(aV1H9y{09%;CufKA<<-9d&DHXRFTY8|` z=DwM}lH926Fx%PZ>1QjZUGXfy`~u`iOVDwOFW2#UFC;boF7D^X*_fhupK! z=@aRXWDnENZ{Vvw_|=%aguz@b74Ljs#}Dw?hv-u_*YOj(i*w~vw}v$@q@U^f9u1x~ zx;DZ!V_|6ylyoBdD>{EspAIHFgJUTh#5#@89gXinc*5~hcwR#nFa`gApnji-ZWKQ( zYN+0G72m==jIBG8GnT&9WcI~BfFCOKT>o;TdG!u`xXJ#PEAQ3ViFqS~yPez5?@R>fj)}tMTOa z{b7DUo=o72fojyn=qJ;82^+ew*FIGvV=)aMuFFnAzdai!!at9X^{b*Ky3^QHXq)8P zoiG`<^KbFI%I-t8O@Uz?`KR+$gP8pbt=NT+^Q4EPQy0qJ(cOZ6KK;+aqi;sRSNGuy zvQLBUB<=fIiJIp-D}s(VU0oAc5tb?>80urzeHoz zi*I1jf3uM5)98ADZ@nWI|Ie{}PQ$uhTY4UFd>!6tu7586pYqkcu7$g`sy?PY#Vm4H^EbUOtv}@zb~K3Np^%^zD1M8iLT;s z*Ed2R!PuJ~{iKY^d(bttAljKvmyq?f?M3koIeLja?m^zEY-m|;+>>+d@b-r3V|Wj& z^|6c^>t$qw`AB!Xd&966dHP#nE9FEs-oCx(qCv+2{5z8mFLsaK*|mo&)gP;8SLyrS zqbZia$lv)pY}kd)tE`3G73|hr)(Uc zZI=Dsa`$$8c(M!F^Gkzwy&PX@|0p}g;wfuA^C!PQ{~p7B&!EFQQqfn=hr+Rm@!=yF z4wLKWqYZJWhp}Gm+KX>$=$OZ@%Ur8<4s)@geMfDL==#?9yr*mGSGE`1UzH1D7>9oE z9w<7bzWM>v;(2+se7W^Fwrv52`Ce>(n~XBfgj&DETw(y;IgfgmnT}X{8!;GfT(Mph z%|pAjF7`9p?uaJZtHc~e_apjl^=@T2mBnyzMhVouzMZ;`BDD91AlM+z1DFX z@wr~Rz8N)R_jo*VKf7LR$W6sEUFEnRe0TDL^~3BwetnN`z9Zu&vC1m$pUu<0slW+u zH#H{Y-dl8^VlI3&e4p}n10OWyKlz(%S?6!s$)G#EgZ||e_t@rp&Gdm9`qswVNSs1W zhFbm*8N=PI;9`DEP5kMbjoW3l>J-dr)3v*|9rYU+aQr+dVECwe^-DE0OHFnmM#W7k?Ad9mM8Ods_Q(#jgo zRpirt-k*M)pXF~lU7ntZe{HcDhF<<9b@a)Dd>#8U;F(4C_V9FufqydbO#ATBD}3oZ zsb$lhVkQ2WdymWjK zL+m$p{dhKA4TG_?><#55xv8w>lf@-b^f zhWc5)A?`2W=_!7A!ki@84~|{L_#FMj*jK#GM*5Nz_Ga?nZ2R@q&NtcD$-M7FcDKQ| z+WFCVH+Q}tthdp1IleFPOsAusjeBU{k`I4VpNF&SL)ZJ!Ys|{@_waGM4Pfiz0@lIDe#i@8oe;r!y2ZiJu&t5Ul*Q@uVV&`Mgjimou z_2qmvZ3FiveAinJ>_tyEvd-ntnP~YXew#m!XfU^~toduS9r^JE^cndFXgk_*JJ?3j zBRA7l=vR<4p3awQt9`Rji!%9?%ydnE&BeC*9*4Xw3q1Gp)qfnnBHkA_m`~~7HTZAP z{xIIR=~w}?`W5c^f{u7G`p?Na!MGtN(RJk9$i~-UNgeOa54LPya*QF_i};qf{+PB- za5Z*)qHDXluMhqGJF*tSCr|RO_IILJGoq#So;{&sZO>URw3B}@uHNQ*x zn_c=&(V5THlCZ{_>`KO5vQHPs#jYKQcME;_MKRlsEvxLeQg_cr>w|CcG``cn@;B(| z2mANVw_yKq0VB+6U#Q#b+mYHblrVjT~c z>%Z5od51n=ZAbU!;@O(qp8R;Xw%5qHoZK*X-Io3^?ptq<{;P)XyACuS7b|n0V^W8)283ku!{L|U0wv>0WZ$t4tkS_hBYFA&^)YEh^ z8+*9U-pIOiI#R5f@~O5owim1X7Cw;U$y%;i-;QR`^FeL(w`<8l_+Dq{EOcY!)0VFN zOK!e^pU(6H`+OQxI;_9rdG><<3e6{bfWj}Qy@soB@CT|oX_a_OrM`YEhsTqBVy*l_dl4Lu^Y1XVbP2z2hwdmgH0SG` z$hg?vyeRI&meXNxiDm&imebz~X1SZl)8Mc0?q52A{P4j+HL}Q@zwO!< z_Ge-f>PZW_`8++2z3y-F{$zKN|KF24Mc*SoPR0K!`;#ly*4Zz{+3Sz^vkTXII9@>i zEaOgVeJS*VEBN*(dXsuOYaAPrtJBc_QDY2)Q{PMeOU`OI zc3|%pWX0^*%K2#Vdkn4**!e1~L(pDG*1GoBxc;+z9}P?J)A4Bj*1jYAO2^~1(H-8~ z3iH(`Y&Kbiazh;bJ|_UL8mW zm>-l(3sebnpzZ^n$8?;UB_058u>NDkGV!aMu^pT6rhFK@ z1IUQP{#EvDqn_-H{%moW&1X%;z}zP>e#fEzJ#I^3n}_EKbQ9R(ILwX0xKN;vKJ;AR zExKFKu_?dkmqiB{;VKIINAQqYZs_=O+uv-|FR}^h=Kl6w(C_4W2Y&GZ^LS-#_2WOu za{hB1sV&K`l_>vz zH1%D8|NBzGj(cTIs|#G!e`%Nj*pooMLMaCo({1ZX%EoSFJ(Q~sq+hsxDMgz~sL_Hr z2~AI+<~#qM!}fOGLGq5aM_atfp(`ci1{{+)F5D0)D1}ZHXXJhiTzi{Ayg1pQzAccq zGj<&QJM8^4PkA>7ETy*>8TUAzZ!$nmbgPAn<|aovaP@`Ho1FWyS^S+&zPBK(Z{c?d zoA#u~S7_5?@tiF1;o;v&?0N^D9q5^kzc>5t;nW)EI$L=f`iIe)G(=z88tSTFNGX4j zl>5=CaAdv63q`9n`ls++p^e?uuX6Siz%h=OlhFs3J;*RY$qd42=Rt}LyEbxdSjEB_ zJd@De29KMTkj%wF_5s^vWOQAVfYk?T6?_6(Om>Z*G83ZoNBW+G4@ER;(X2(Y|4WPhdu1n7$LC~iZfc5s zYp|~-N)Bh6gS!qF97^p0{+u*tUQ_VjP#+`jM*(~9cf%VyWowUF*^;4c*3$+qY9<-_T}TmK2^aFlHu zykC(k1+x2Kc*ypczHp275Q0w3{uS>nu73vC|Hz{wiG*(#p}vu;jue8Hu4hU0_wd;& zJT2?Z16?1IROh&b8l60bCe)5|Vf%z0a;i0cFF3X)XI{ng7rLLqTTlNB>=%mYE$0`q z7hAiO&}A3)z2T}iDEehcGce0Ji! zm&E!rpZx(>^TNljo&V+hA2!}29sXq3RJNS%e4D~Mb}OWvn5wbacz7P?2eqacXqyD1 zd+4Y&8*Z%ij*%Lz76!c8ZTP=Lf1mAab{@(XYmxu8oLI(=kJxaz)H>L43g5oytnq|r zMR7z%$RFcQa$K$Vd)WLCnSRF^FHyhdDII;yP5#6?!STiR{8@ag=5?m`E3qEMcD1|E zWg__)x@q|Rb@l$2|Kct9;}844`OVlCt%6^!gnQj+U+ptoUyIKl)KxOL~l9(Gl=<&~}0CT$q)nB;+hx!n4_IJG8eu-%8wO(-Fpj9q{!>e(FjfUwzLrj3?Q*j`wEg_V_k{vlZX3qT84e zd{pj5=3M?9h2L6Fye>=~m9Oxw{hoZIl;k7eo$NTVZB6erbWDV6v1`ZRdEfb|O!3b4-TCWb*Y&Y1)R$`=D{(=8 z`j|Y>H^Vmw($`@574Ll4I>>o-DEzi8yn7nfiNf3`tl5Y4ws#2pjOAqFA^`n@|f8k!~M0#(Q-<`B8XMCFP#fF9GCW^~-==df)+bsLbk5gS=ORkt}m7yP8 z1nW9vUk}eRzWx`w8|=G^?ErS2Kz@7tN70?b*9`q{^nG4yMnJY0XKGn^)=*wV|6H`M zX(vBwO1^cH(=5ok&oG&pK7hVx%LC` z$er+RVI0;Sz7vP3{LqX}^)7+0yo)XRXLOA16E@wc-925}L~cFdc&6hie1EK%oLp*Ba>iK-oob8Xo@-cn8 z@ZTood85v|8i_S+ zc+VlvIG<0isXlKkW5-*;c{Z6pG{`ry8liau-)fkTWAo?yzt}ao61OG)VD0_ofqD|2 z!IZ|A;yc&a8J-tp{n+$Mt@Sg$QTw9q{L+?=>FCvjav$3&^4_OMolBd+u&sR$I%lzc zs_kgG)*L1_m0Pk)4N5=NPtN1F4aoN1P-@O!KFJ5ide8YYZSPjr{C0d#{?ad#ujEiy z_||sb0mhyocgWhV)>^)?Rjm!r%+v1LZ?q3}F!TplBC!kOOF0_ z`cPhEe0U1kr^%`Bt+^fm!$k3*FKUl|3_dOm4z-KSQcp3Ue^n6=uy6*UX`=_+Oi0?yvHqtha-%rBxF1;n6 z^@8CBeq&EE4qi1n?;>Y<+pi~XpTOT*{T^%X_8s3{$Pa2*{%<)xpRYP5QPjmT98nuG zrY>LeyM5zl_7ys{D4q|m{LhBUAGs65QM^z0McVbLH0GZ(#8VE0aiTDXOXO5CS*+EL z%&kS-AKnM$+j!gi*781}Z>m^d%C`IAmlI*#B)yG&*P&Gpqo#OAv!OpawYS(2?|Nh} zrRQ*bFQ7RSF26NM_$9of8M&S59c+`aMR`7MDdtJItq2p1$I*g3jFtW4Q7N7AhYs~kN zTnzr3Z)10|yKCV-Ae9$!U3Fg=cN3ViUFi)NoATYSY(Ji^S(WN@@3=Gj?x2^<;!?D> z@*ncPsI9)=UK|bMDz##owut>vos!*ZS}D>c)E+DJWpPMtucRg(g%Nr{XzIPR;!!3zuD7$ zLp$wl3VoTKL&@4k`!)JoOR@@n_!j?R+MAQHyuo*C=o~=bSvK>TB#c$99IML-pXRI8 zQU1@G@z*!%g?uXaXOI3_&fx!#VKT2vua^hTB9mbdF{d&(r)Rf(q`wg<+ zX+*}f8`12*=6CrAuJFEo!M1WgG{08-cHVwh?c0m-#_EK4hwoH`=PKpxYUi2yL0dA! zAs73YzEtgrZp3pu{++~eGkZ9b4q|c#KD9meY&R@r#Lvl(iTdTC^7SD8KZxu?`;KC; zg0Ia@oL>;_v-|F*VI^q}K5cR&EAWh~thuLA@6xeiJ&inbsOTlRFq(|1d}R$ddyOnHO&_e7 zW4ivA<2!9nu;o`i*o4l_<=%7Jw!m|z9G+jO)odH!etds1NW^I~G%H{@UaZVd;;qH& zT`|e%oh(dBgf>k3;v#it2qtF<MZyF@MK;skv)56W%5KS=3kaFP@8jck;W*Gd$5) z_}<~O2l(u8wx7oT`dp~*WthjdXL}#M8mjO2;HM1FQu61ZyP3`w_?p8Z_wzT!;s-oO zY72d2qIR(Kj?$;{cIeASDy;cwj%iv-%Y-`Lf(wdci5?RLh@T@UYW6Sro-=xi)GarfXK6yIQ`(EUf_lsRWd2o^bF_W%- zw!`S#6t1172Csoyjq&9l9&7#=Bvp#TNi%1g-uh*ZUOh^@@*KM>&x{Z z^VG_k+?&y0JcT2~akhQP$IvH@-^DlV_&2@A?4-N>d(QQX@a(v{6uAvL^*BoDI9Hzz zbBNPm9HnhM{M*udi~ey9dwNu=&t_9|ucB7FdLBOk13SVy3^`kh2FD9w!xLE-N;{Ij zgTCL?wFlL*m+@LtOVy=xfB4k7l{BQVOkK7aFf7be~lD1iR)SfVhPp%W! zo9O-nuI~Jp^T~N={y<~SmJgAWYFPRyAM7-^`mNNE-`TeMjQ&}DUUszO`|8y@`Dc!m zY{;j5E7f=Eq7T%B1^oJ)JiL*Nb=dTVyxQAdUk>-u*#Ni}&~vMpUr$#(zg@-G<`oee z<11l`(bxxnN4LYgby8h|FU6?5E7)oO8JoxqwYBgpG2G|n`@pgT|NmQjM%(n~xTU`S zsXpyKp=inOqu|-izAgQ$;D5~iHnDtL+dYoeneZGWtmUOw;=h$mHDV}#;tgzr(QU+z z57CHOvAg`c2!9(m=CZL9Ol(iu)cY+zU$HN1%Z6XbeiW_P7PrfdOY5rdOqJ)?T5sgP zI_GE5^AjDR&JDz8e9reJPd*i4tpBLi8c}7vcq^N0w zXM1W=nESqhhcDwPeBVu8cE&pip2r)izcDF~7i;=5bKkfvJx}X5+rsoIxpU}fkUL9# zAbc-*&_H%iKKo&L^>@7CC0v`wXd27C0s^mEs* zW#hwa8?d~(R++YC(@?p5yz>rt4|87On^*B%1?L-R&DEoR4c_g9VHUcsAZ)>7`xcF}(*P5E2brst~oIgzNfoxSLgO8FY*&6x| zpGE(3-h-c3pld0wUMBN4d|}+~Z6EIO&)}mjXr{V;wsBCt<(E4@6|OJE`!0C*|X4=IQlbOg@jiciHy>K6Nr4Wo~#; zkm33b%d7WL~n2mwK6~w~4r?#+axZo(F3^!-5-aL~go_zc$2UtV!2% z9DXk@Z?nnzwp@)*g)P`(E>-FW)pggkYrR9RkG$sExp;b#C(qLl@X=ZJ7st+QyP{J4 zCQ0}WaS`*~yYw~Jwv2DP!!k+VxAvNZn$bkgd{5pevRB#W!}Nl_c(oiD&L>^bpCg7R zvuP`RL0`$>&aY$7kU-Bz#+V{mUfrh?9bY3SAA@rY?C;2vuIScY)1FzEN;;7_%=rej z)~Oz?{&qS!q*DDuwIa}UW3N0-_9U~Ozk(l@XulHf*nTkEH)T^JTZT@}h&tOs4R#+H zZ@{Pg7I!q?ep38jcf7Is-dud2A^ULpm$JPzTO0G?L3~$X*RyQ7mA~eyf2(2Ng`O_n zS?ED-ct`e77|ng7#(b&f#_>0}e;#>Ta$%iF>5VlcdPO;r0u6^m(2jipY zIz`*#XlB56Vr}*JOrbu7F)^P&$9Cwtc-Fd+>+(5XhDHvB_uFEaisd!MK8dK7?l%G}B-?kL(L<>U!3`uKJE=zP|Ip96H;es8HT+K3K-+O*(9ixo^1tCbvCk%QM`RUJYMV zseY>~R#U@!*Wvx>@^*eGT-%bqV`{7GaOsxlUyFY!Kd3wDUfx05K|j#9i;_K~`0i0W zt|uMQ-YcK}f#YgE+k_l-IJ|dO{Z_yr?Z&pO5j$QtrX5P&4}Q06O(fK_atD2Gg1+s3 zH>{HsXOj7{yc^8S1}maU)Cx4-?`d_Q`*XN__xAV5CwmdkDA$d#W%EaUM}yA1QvDBr z;#t?~wg0Tf4bhL@ghL*M-`XVGl5s3NFTvi7?jdsezv#9Q@6Zo7AoGv<>bg_8Lq$KA ztLCKH%lM8)bCPQhJ5SJxQ*K-g_o3PSWL#t}|0L|E!!m%aJEIHnVO!~&Dd8S7Ukpzt zd$l|cbB9~$Z%^lR=e^-Ol`p5^|ANdn9`^2Rz2`l2*hkGBZ&+LX9%c5Bd>C5m84LP} z_}r@`dy@5|yGTo9}vO{k}ii2+wVDqZK*-fpKScUk2k1YO~m;|7bgp?3dW% z-aFjmg!c!sweS`8-@=)~`8&Rc`0K5T`7vLrZ=uE~Z=>6kp1$fv1%~1D{z3ngia*6; z*AMn5^69TN-s`JG={V==WV)aC>*ZZOl6>{FT%WJ{p?ON49qjx7HVuW1@8eg=8$r+2 zboLR~?bV-(?XLz)S@@R9lf&Q+x%MwIyNKzI*}E3{-Riks@i`J4Q@!@fam%>Bz* zeD}6(6Mnmv?Q%W8Qa*NqTYhAZ@=wU?r&m;;;f2@tO7~FZI6hh?hb}OtkI?o#9PV+_ z*2ecae8-pBOWGI0vIqK(>@q$je_2c2UYoug2b@nEd#*Fik6`mduG5+B26KpswU=l! zGG0a}$J2;?m-0npn5LlVD__23V|z5#Qlg*KxS(e`nl1V67q$5N|>9u{%`gTU4t>-PTZQ;Rc(&z;T*+B zKgwTofvhb#qvSvV&f9=#_HsHv6};b;K})71;1U%KWD)5v^IQY zJ=-qk^Iq`Bd~}K&6wmNI)^epy|0*s~8(zVCGJRw8kB+t)@=qq?M0IN=Uin*I2k%LA z?+9B1`^6#o5BtrnGWQ7CkLuZFbcXzXnExkh3wb@6oDO^v^y?Dh7#LHS!V!TS$ zB5M&pEQ1lwa6c0p`xCJ$*0+gc;4jpbVus_68H zpJ+?NTE{TD#UZSthc(gs5&mwZ-pRMHUR#EKV_p~^4nwFX>`6|b+Z-f$87A|UWE;K@ z{V~*m%dAPf;dmn3?~xm`(Jig`_8vQ|TV(EU%0_%NLEA8xUSxL#zq|?KRJ0|XKRJ%^ zt)k~cGJeK)XhZdXw8Fb+(MNoCl4r#qkvWg81L3|LzL>v8u;)E(zmjtn+l_CfT+Iiw zuO`^8{dRl@%lTY>ze>McFWSJ+n4jcJS@2;i&mlfRAL8Fx-M&pu-=*)IuRpbQ?G4v9 zcU+_0JR%8m*YR}lPk0A6{hZFv*`Yt>p>GVbMp#e&_O|sBzm>J^sBMheWIW9`S?OEP zHqR}h|H-3|#Ah|Vo5Auoy1BLk=p`rf+$4;_ae}6u_6cf0PcdB0-denqYODXv6Y{aR zvd*7FviB93-g4~?cE7|=p}+4=*G6PKBp&);^gcPQ(GBN|NPKSM|GgT_mGz4k#i6VC zc9s{@Ltdfz9^bn*buU^amiBQQ_@Y254mv?9Je?>m*3e|bmnWhmaA)-Iv?H-34Jk= zE7@^!I{4=VcK(THH};(GJdtm+=r~M#nzFS^z)IGu@=9!y+r^+coW`YMcl)Q=w~6s_ zkiNLT+IfWb)AZNP@LXbRZ!-o*^XRS$MLj^AGnP`a#-QADU+zY1Y68 zVl_$Jo3QPyhu6%*MlJVjlfDgMoaFwZQ;qjt(7ZwJ?|9U=@IG8R)$v*l)&B?z-~37s zL9d?Yut#m^ydV9O#{1R$rw@iTmr(Pg@${3OO_bXsw12>N50Q1N>+|{Ja=IUt`(M?$ zPeCg;v+n%&Z$5odp3AxNA3mFg?OMZqy%uP{kv*T2qn1YxYOAroQ(G(st@vBLEi!w)PH)oQ2iB9Fd$t+o zbkW8z2L6xua1j0*v>UsN@%nNYkF3c>pJ|r^`H8TNrt>YnUt8R}IUd9={V%%4emZ}& z8$>hFXoO&1aVHbG%9C@`%g=o}NZs~RjuG8*vQpb-|8GJ|%0P9=)( zV*KuckV*C(3BR)5%@ikgc6}EPjRhnWovkVFq5Y;u~t1kT1fevN|+Mx~qULVL0d&f&Hm^zJ7pE6~lUSbXD{esr}UuVvvyPYybt zoLOwS(tZ(#d?*lY72UDqT#xn%IBUsSMfYtL#g4j&CO`j^nJQ^t~`xCZ^UlCBM&C+Oa%&Wlp6 z=lC1ZwS?cEq-O!$cRDsH%M3P!i9(p@70v3z2G8b>Z-<+Y%P`p!m-Hg~bxsoI- zbY?%uKHv%zK^ra9P-~~cQ-nAVaN#lMz-QDNoV#SR&esW$+^My zDj8E;lW_SV=x4yOxKf>!#VSpzLZt_w{{`(c_M6)8iT);ZquC}1)e);L8~2tZdSZNt z{eG^03*)1%&u62=48IZyU;hek&6KZHyt#vJ8K3p2^L0&h&hwA8huQLNj<==fAv(Lc zrt%hMrFl!(o`U%uNn*5!dy{n-nqvg1hOJu&^xN7t#QPI}{p5Hm`{y@!n!^68>10=7qaeUiMGQDn=E>6*x{M$+r?T)9pYwy!Bl3fxt zG0G*OsysmU<7myE()(1rz4`WEeAxo+CHy+pXuR0@_Ri@oZ(yT%6_Z_ikp3&#c^BPX zw2yMGvqa6<)Y8_7-4AP_{B-`J1iSksT+G{}`B3aTyZ)OIZk4w6^pRWX zkn52?oo(}f`4RJ@SyF5k5=~~u{p|V?{{qKnvT2en3>+z028!%GKDd@{{k(d|GMCTi zJN}!$!Yb|xHDg`!UPeE@QvFg-w2yrLgRkCVgH^`Dan_XYm(tM`?|?e19>IRwb86Nj z+OCr$_5AQ$gH>!k`kcI(qQO?`%F<+eMDq5UIWSy6nH)`N?#| zmpC=~i z@92i&*`dyL?P^K<8N3F{NX{mOc*)7~RW@EgzBq)tf$|3W_@mqc-ZtdwL$SOn#5Z5Y zj~mff*sq3rG#zp+YmYC~Ncj-%F3QjAhv81ubdsloph*M(Ff$SDg4?eJjo4{!4hxse#INPeEbbM^N!Nk zSvIg`8vKjZt%YdiOBln8XVBfW#z%#mE4rb3lD)>xu(B6cBO>*pIvE`3+7alVg!xQu z@6oj%9r|r~0_+RngERS<{0p5=fcXV6ZNVSMk#&yv4}@F(#gFs78WwGUPF;y7lQS4y zUo?}Phl%M=_G4hIH=e%ZYwmEj3*{3jc7{UouUEG`xPU8$dSr$fJpj%UZI^k&YV zVcQ?Z*!i$7SYuCmAU%`C^>c0C2Raz$IQPV%)HmZHbgH3wf3@3F<1iU7o1kr_ZIJC@ zcj)YoUXa)HWOtLlah>rRwxMLflU~6Gi|VU&r?`iXc`(YgWDk6QKk8Q$^o2W7D;DWZ z#;#Pmz8xLQXSc9TUk)`monXHXollWFgNz9FX6SsaER)CKD@FP8iZ?Fl90j*n=QVr* zOM0vJ?_j$I-#FLcE$-0PJm7NtAf8k8H8R89a@^K_e=^7Ofp|xoi+v4V6Z~qvFILlx ztMP~I?1aB5tk{uX$wKotk0iCjO7&R4}~B46rD zQA=&D;Wjpvt@zg00Fql=>r8(?PdMaD;^w2+7~P>2t2z8PzTV1(Jek(uYtJ=)J>&Wf z<_sIbbd~+ifmUoTVbhV?_D5s9$iyV6eYiTW%$FGNUS?-6IXK>`R=`;qK8m*0<-Tk3GO0ss6DeJk^{t6i5TVZ}dTPa4-&f29%nUvVg` zQ(oPh5@+ol!s47N<=Bl@GG=#+z5 zR~V+l=>8_{i~byT>%--A{^&`@^JL!5_C;`*PlTrhvDn0NCt4exGs)No26lxfIME=- zAF}Tl{J-07hpQtS@5a9knp0i-qPF^0SJ@t(4J*}u)XhGCX)~B^b&X%Mr`aa2^3?X6 zmAik)m~Xp~-U7yvFj|R7Z)1C}ivBH@8^d!5JNv04WEVTi(F@esZ`n2g?yul}Py4TI z>RMO5CkSJBc*{M^4T><12S2qZ=V0`2&~u_X*PX8Y=`e4I%?Y#Bwbg(62>(Z-r6$w$CPex_y@AIjl_wSURpmm1vklGPpUW-u8m^IE?Cj=%Ci&+cX9e@xFDcqTVk zfmD0<)qaCE^riV$%J=CZ{JEL7o7h5bbRa%;v@{mQ@+MwSP54|q-=woC+pkmi^wV@t zepR>9Mr3X4cwHDj=6`i33yTho>0AO!jcqh+v)S!FCw@X75QngGSiXvHH#+;Xs|g)1 z)AzM&?df@&-^RcWoPK~i|G-oWEEQWr2F%K8+yi~8wsC#$nsHk*vejN z&EIN|u{$hY#5M5Av-}~~HrDnRS;Nrwl#}wT>c2x^eMbMg1D)0X$a+EcC)o$vCc$$L zTlW)($t%N7vnzHUE15IG>48IiKBPoqQ}0H>GD!J~T&3cO?IKHXVy+Pjm~k zcj2#(wZl|=!@g(nb#Xk?+-;{iy6B(H=ALi{+WHlqCc)vn9FG1-?J2q``u>&VOoV?Z zJ8$5_73lkrcVWf-uNrv(-x$lolc~~JQ;cC_FFu;4y(u|k$=wwF3O>_k6802*wXa9s z#%S1<*VTDCMo%BQ&l0oe*kPPbzvm16pfK)KzevEBNr>ZcI^0*se~Z`46@3b=_{BTQ z^?O}=QJtJbb`6@4?@z(M3yf{}>uddMEIrN0npy7)Mu$!l;2@)v6u|8F4>$chktYXmG+}+t6zgpUm(*MoSa!PmhkyF za!!UTvuO_>L9r7Z^TiSBV}Vh`hV;zNMY)>Jy8Z&Tn%54n1m1__e4T zadOF?(BKOZWZw&;xMk{X(p-*gO6M%P4q)47c#XN?DO@Sm`Nb7|n4Wd_`wrm7hOr_>Fl_ZzQpy7<=4f0EZ?&S zj6qHLki1l0lBl#iz17U0H+DN$6^Dxg1{jECpAUk=5&U-7~ z2&|}o?CEQ-hJ;^5r0c+SDEYsV`G;%2k=K$>Z=u7`RM#(?B# z*f*zV1zCr{v>#07nb}p^4xsNdaqEqKwQDz^Sz2%IPu}hJB`j-ePvHH@wJ?w8r$pX| zdz2LRq_b;t;b=tG(`?m;^S9XFLH?{Z7g$ZcIcZ{!6rNl~d|C7(^J_S}J8v(B{2a;o z0`|N>cb97?J0C~RC~@4EF8w4Pr0p>Ld$8#-diX87&DI26rDA~}O?Uj}A<-5UV<9_t zh4E;(pZ652HB1|lH3aSF#*+5*md2u{>PMiRXij(`tm)67{9KsS-jBj9?Qf7uv*y`7sc$ID^rL$~>L zx`#Ph$!E8dWBf_3WdC)J*CqQLGUyLa8pD&Kw3Tf^Jt6N4c(F#QX8Z z5cs|2n#`_v3)l5C>3I=8IT8L{u^5at#I1vUuz63mUJIxDm%?KtGvGO{M%V^{u&nE$N5&w%qWK5LABAfBmco`xkn z-4(mAb{AcZXM6r;Q+zS`SJrx<1;b8cqDfw2VxXfO;-9iIaG zZk4Efx7J&x^vjR%MXc}!Yb>T&Uo@?1z189R*V=oK!N!Q}>MynAZ@5p1#V*o6qJ?OVte5M?uzUqfUC?Cso`G3E z2ya{`9mw1Z7X2fBoZj|zzRc$O`RFcF1KYW#-iHT_iMeLEGrZs89SGYvw%&-x+#-Ge z?RoT$K=Y6GlbjpZi{HrYP^tbKRoPqaO;|_@Gmul+*xBM%vHTUetKk}-2Z?QiNKa=%8{a8$*$!uyw<{W+v zSUx1HrQ>6b=?CKyIE4hjM zDeThMio5h@Ii1fZe<=Q=$*H#;&lmbz3`Z%pfi{A_*qyv*(Qn7syQ)uTkh`8^_uFxI zI-jbo{^}~9fQLQRXH(l~?+#Zhd4w-H3+-;~JeACE&>YOB;c`zr%GK~a!zbRP48Jx^ zU#(?Fu$r=zOkw!ZtyM^H3``skIhM{-NY`#J7SDKB#`l zO`fC+*>^MS&0+l?`wxQg7uOG9+a~GH!M@YU zy3qQWIbYHlUzlTsnCheXDt`S$+o8@^(lxo>a)3Uvtz0s{iO0*UkLujFp&KC&4}$F; z`2klZw=(%qv=Y<1=yUH;{zJ~m$D)z1pT*@X$oUArxlOSty!PRqsydh2qOO`B$(|Ko zM|O=*(nsi+4s(dPx|96KM>TYO#^1NYs88jM_)~6%=L5y-VmjNtH=4`&X)at#&^$@! zl`w5XulkujgICU%yV}~Rxr^}qhrQ+xxw;eG#IA3gkAh(|{=MPk-)M}sdh&B}c46O6 z=&vHz+DF0H)%ojx@&B!TEDZWW)Y#j~SMk9__Q4*WO@#3>pCeDz+x&U5*ADVweGc8e zj?KTrbN+NA@!x>1lD%`-SfO9NO{UOsBi_^Ms=ulYzx0jnP{a9f$TJehB`XsQpX%Iziii*>#@wX>0N_dE5E+^zljF zpN^m8^HBSyaBf^#vqnpAv=wYHX4lwylcir2BiObO26pChEn`=?1w1X;w1}?V>~CfJ z0&>2uw>~UyX3;m0tm$NSs55V&doErzH9yhuXtK?>6XQtwjq6L;dmSBDyUyllFS7K3 z(m0v!KwnQjVsBWJFCKFKCml^I)`Q5|WrgRl^pTac<)7X4_wDIzif-JBY7Q3N=~hSL zXYuuC&jtLtjBlpXr+-AR(0!?Vov3|1u{jTRvQs|Ib|&{nbf-El@VA0DJWqIy{3Fqc zO*Tl|Ep!iqFZ8c*=uhFVcVIkIT^j=9vCenYzKV={=y-wNv(SI7R?P4w;9oEdW%GmN zwSsk1=Y8zuPw+?h^r8U)m_)LEwLv4#ch2v{=s1N*brYC5BiJiAN9wIjU zTFyZ80X*I4+*7+4M4zG`u8q!O;}zBUNclj;dIepZ)m3vhL!UQh>jbstA7iz?mcDH3 zF0cEE6}{=^X!)tArQ=?*u3>8({6E4G>e+#O@^NjHxK}MBvdtO8`dYa)I<+SLg}fK_ z+mm1z%|~iO@de&T@LUV;TYSGC-W1>2Y}t#<2iW}r{pK9iUkn}Zyea+<*tLR;naxZ-R4}4weHy;W2 z>G1+K4B?k{@chH(t;jG3DyF%%j6d!3o$)Q8i@ntvaHH|!z6SS~X!V^`e+cU|c_Cjz z|9;GQ7ucVrU#$%50_D|wBj00m(JSb7VaLYw-Ni5Kw)z)~mzXYMkOv@P|6^8=jD>{qV(XK7nn| zIDehItMPtF=QVh@sq@Qt?OQv30?*lW$dNMST^Benh2?8=9r;?45s%_aYgc(=_mv|m z{$T)~@%(iP-plouwe^>0V0pjd-V2^kQ_aDX+;K+FyL4Xx!zlW8Bdc(}o~<+4?~rwu z<1<`;8SVOPF)xc>)<3Qn*X`L*?|6md8gmtSAI5?3wfb@ld&DKgI10IY8~n?~?Qv_l zCB8@C>88#7L2@FWH|Mi+jmh)r=?hz9GR3RxiguB0C;7qlde^1bs^ueWAw2kMff>;CKUhvJ-4`V0(@1KlMNRtgp76&@QI)U^HT0T{|8iS2n2l z1v|YX9WN&HRDRovFTZ5ZDRtHNgwh-67)s6o+72U|P2sB?*#L63($+{l+K3O;^1_@i ze9yU@yEDAKh?f3-u`a z(td7b%~!Qv;14w~YQmpW;oKGNFfyCdZ%&ddm3I^1v;J33C3_f}{_Ou8J%1)U^T8&t ze~-Q$z0>&q68_eQ3jHI@P2w}jxg+?YuKFd3oSbqk+t2cA75+!v%l{77owlR+ZEe?f z#dEf6hrm+kQ=RblXz-6--dL@LV?#b%zP!3_QBLI_Sc^yScdv_zzn$O1m-GK0QFk4$ zMYYBYd=yklDHTw_5m2NQ8Gn(VmaOv(e}sbzvoWd^s5hIzLqZztrhv z;iWKH3;Rs8@AK!i+7rIH z0NovGm3gJ;%hurcztB8~_aAYguV}}nGhiDoE+^<)72T`!zwUUB{!igL-oCl^6b|d` zH00w_vgB-a-=vGLhnk18kHuRnRz#cIjzK4PN_Da92TvG_W6_2jR4c-oHm9ugoT6 zKW!j;BeFk`w||gtomVVVb1opKW^4!j!S@H-zOGeY6ASm?!n<{0{ZJf*=6?1Jg}JNv zeoMwVbREv0&pDQ#xiMHCYTuI1hsgMfzHo2W`nh@zG_K}ZDV{^%RR3dhRK7mn?`prH zK5f;zUKheWm9DVHw1z48Gt}a^WCx!o1GNuxyeYof@UO3JKQs@c{Z2lQcl@ONmBw9H z`SPv26#L>-n1b9DVSIv}Vpq*KFT($@zEIO&BkwlyR)KpzK7&2FN#EKvHE>Av&StU` zy4{>V#b+mPx%brsJzUUi87c!lqE zdaa35wg%rtGwGNNpBkFVz35t)V|`&wIf*~inN;3ntB`Gdn7tsDIh(E%>uurw58Cc9 z_Jd=Yb<&!A(}KP`Z4LO^kfX+CN7d9{I4^L{H;H&hm+^VHM!Cbeno!o&k1#f^v2$(V zS4`FOQn9S=W3?5l)%ao{e=pG=a(Ruq`&n=`k!xUbm^>SsPhK7FPZu7$o6-CMx0UEO^*GJmj^+mVhl(S`dy z2l2y&1hS~zH;PfeHok2wI9HLi}h_@tG-ee zN9=GPI_;+2nlSx|-dV7Xq3cNgdjhTXUbem1Eui;zG+R0!&F62S9YIbD^v`JjlAZD* zyV>#M+QJ<3r@7_^_8C9<>T>>H{QBAbo@dqEmnZKYc)PJ_DI30XyqTPR8h-UU{S*fE zG@Vb@xB9mv<6t(e$L2@KJjmWUC%o%gKB{kb{HLkG6SSY<+;v6#Z{uwRc7$5glB_Z0 zn^Vf!aH!?sS|RU+{$qB0=eba@^D=Z{K08S6zZC3}%PV>>VP}1>zOF*+s4xUU*o1Ho?p>! zM&9>yOy#>PU>l-sd+|G&Ts5?q&HuCbx05>A%Qg<)Q{Xw@@fBha*5$@x%*VxU^mV~w z%ful6noN07c;6#|G3|=?2z~M=I+uU;f$953V}{?~7KelRiHt%m$v?qA5C3CqY)@ui zzZ6sN)2-R*S~DKTt}FRyHTZ+gVO}zJ%jfal%}*2gXII$yB)OLi<07oDBQ>k+A?}yp zX>FaFp!d|pn{Pe&%-!u!R^PV`=mhJ7Kn@q2uFBAG9U{bOia(Xk`CqtHBH44griyo{b8 zL;Z~o(C683cvr1_Nt^m#tw&#>>uA2Xi;Q=TslaoMc)aRdTYM;a3!Ha{n|=8f=#Q0G zefhBw&23~qP3HI3`p&a(eR>*Fd-)uRQ_*;@|F9wNJHmdbwwL+-PI7l<*EO)V zA%8#oFOYQtde@c7iu~*=3waNIS%-bMy_kmI@OnW9y}Y9GY74?J^MoLx8qOaH8(ehHE_h&#s2snCI1FE*p0lIA+s|qZP_E=iorwNw@cjV#Zbx<$Iy;sBc^Nm%<=U+2?RPCqG|R=dM6^61{RS=lk%^ zbUuh(_wnzke6;~t*VbI)H;4iKBeh$L#cT1&ujHx)#Ybd>@v%BgJCZ+}&JF9;`(k-l zax>#j4#%(fy6zO$V(XD{CH-o8`mCHiLyfpgZXCsT=kxIzFl=GF)ST)Xt$0c7)bVU@ zTTI?(#(p!l^hI+)z52pQGF+c|st9xah1NJHt3M5Bo)gFW=z5o)J7IX+{f8j)7cu-u zy?lhe?Zn}K=*iFN3HMaWH_-GV>se#7KOKjN?d!(SDri=w>q^)@)9?ON_#I1pmoamK zIPMDDEExGAZ(8bye)cc3tqWS$ch&l`rFncdeMh(lY7AvhSYr&}ze#9ZgQjcLTzl}% zjn0SC%`ee7@71lzr_LG!76Gm($h=8w%BcfmW1yid^gA$uh} zFQA(Y;}&GUVh?*VU;AEget_mrd>z!}5p?lSd|1ue5ABP!C>upq$U);Tol&dq?Zwy0 zL$x(v%9}ZEkdIT@K2V;1#J(W+c{=zvytiHMR`azlGQ~37zslC7yU`kT3i^xb?`6zA zibo!#;#;n3{D@1`Lfb`Z!+~_E>4~}@p0CI2(L0NbebG*k>&8W7KFU`m>s9gx+P;VR z7uX(>69=O+w`Y6VE`q~)qu7=`U(<2EF{;*-=b;~NtnACiqtVP6;=lEvpQ!I(_L;8| z^HDzASZ+hl<3pzd1D?>ioHy`wM(_WzCl+==nvw&6U;lbeR8tgimeFtuey9Uf>Jwb0!-&{|!%j z$1UXNtFX<5;r8V@l;cTvfq`9NotV2kX@rl~iw&E8)KSvEBBl?eR2|1_JYyFVzf`1ZUY*eeBx0a`BmtP?!`P*z- zMXVO#`3#mha%~NEkCK0b?04srEz$Rf??Ut!qw7ZZ)%??q&IgT`OW6B7zsvdXo?LV^ z`VjXpxAA#;taf-3K1^?cp{3Zh(4T9|_{B9?(ODdJ*SCz!e`?k5uuA?dcBSVE`K@+m zTjA&DSnZ0e8`7`&_BQ&q;+Ku!Iz`*h&K+krquYkuBOKFJoTnd-=uJGa;}f*KZU3;g zPsw+!pIr{qG4L2)F%03FtlZmXtref9-*_q5R2aL}xP&F2u3xT(XNZXyC+9mKH>7%w z5Q%R(Tbn%2_S0ruR%?CnFOKBfrF2|hlmB#{rR@o{L)iQ``!n^VCm!pccocj2AbP82 zJ%a8jbYuB&D}4J5@g+NT_8jv1`f8yu8DEDV#xRG4xwyDnpM1-W!`RqL7i-^6+gfyw z91>-vy_ygOKYhSIeTRrAJLxQ5t$EhV-nQtC&!|bw{Eqy!`9rL;t;yV+jPd$MirtxL z_e9f$oI(00(|2{fdcU%&8-I~|ncRCwZm>0;!#-#SkIM(B+hGgu_?atmwKZL&y;I$L54Qc;@q$=w*kC;%R+GuP zR@-7WKN|3oRru=TYW&)qzqhxAYwnZix;Mnw9MxUh`}FwDar6wCOJOm8lo8%KtRbiN z=RY}?oR02J+Zg!gxjz5Y`srx;zGasl5} z9k~|497)7&5a=X@iO`=x4!x-+_hWl{EqxS7<>M*>o3J|15IDT;IFiciIXq;^qH2bhClO zvlXf@4aURRylI1a;x|Kk@!vh@VJSn6y-RyXcwcaQ5xK`}555@3KD8mNLBjer4Qqhe zFq{j|O=!PssNNqA&j_+G_wS+o6!sj#mbcOG;kR?QF8@$L29y73`hP!Eu-V4dhYAXc zLs3jN;fT>SFRu_Xj>DE}|A~-+L#iL3Bqu2hrxG}yQ#J>P!@`ZpBrFa-MIRY(A9GAQ z+e>&qWZdHt@gTsrVaVPJkoI_GgZD&}L?`kjPqJ9wv-r|=SVich))FB&lpm@#1Q_C zbyz&d7Ld`3H7{GR{fC;u%l4M+ZD4~7qT)d3GhzD&-Vex@G|4A;ENrqD9rq*mIDC83 zd5r-yiA_I>iQ{;Pb{B%-)2Fc{2oHO*&C%V!ho9)%jUT?z_J)P>e6oi+{+dkwtK_T> z>)?j!^Va3@wdw{~IZd)Y2hYom)o1Y1o#1?doc3g{VLz(A{KjEtzM6wBgO$(1ix>IU z`nP9W3;QPWmcif#M)4V0o3O9zkm|*j6prM(di8^*@;XVr8Jf%Rz2NwC{@7dWZ*V+{ z-yV0oDqaO7?}=xW{sYN1(4y^zR4=Ke@-$uFW^rD2VUxj8O+ItA$)zmh@f0!&GWzks zj^w_F-vTXN&+$5Zyhl^@04V%$GHrxUE>@q48PA_4C-iKR35N+9l*ZCdR*$^Duknh+mt4sqW=CInhA3xP%{IB_AvP`oc>xDgVdEHz;Jm zr(}nTF#LFQExeKKM|Orn_zwQ1`mYpIA0df8)@CwD`}5hpY`Dz%TWlQy?`U+b#j)Un zuCSU+;@)gkeA8>`dKBJ$<?fGHQ6#1mXt5v zbN)WrVO%X!DEADs&S%h(sUNKz`$T%FUPWE#woop{()Wcp(3Kp?-yx@b;33~uo-}tZ zws9|QkMj8?4JICV_&mPbel0TIz#rs^K~_^YEIQ(~Y@?0W&*2}hJ+>{yul|+&>1n~Y zE$tVQV*#JHlSdEB7kTEcihs)m_iA|Ma;82PyP1UkkQckcv8BCyNc$PD+p)V#vHS

Ax7C$u4}_EuAa3ju7Xq*!?Qro9UQ=W(Isu8%v=cZ%dwB3O7U3uf+OfbbHmR8{wIl z#V7IAV!HS%TVjmeZF3y2LFOrZQD^&k^vz_)SpGMLlLhd(*`8eIhJhcB7HUL(5Z}$$ z4|A&i#BdcGiOpZ|-3osOLwFc+3yeS8Tx4Yf@W_iY-QU%|B(JA z=lm4?i;P{hT`E`BCU*oHZK*L@4zPuI-vQq&bp7jI)FJB#{!(Wnb{75URVU+C&KuYg z+D4$0`{BlD-c0+Q_vV%ak~wj zdXm03*jN;&?d6o(8~d;9g?!J9uks4M-cUT%l>9nv7SrJ-Wtlkt-2Pc|C&{fLu>48i zck)WE#;dXCLwHZ3e*?Z8&L8|#8l#CZ7jEE%u^+9DFO1dR?AfDU-K5Lfu)_kbkgH*F z7XOL=N5`QKOlz$E{ag5$P;x7Nb70aF4li1iFh@VZuqWQL*g1eba3@RT+=p;YrE{ip z$xrydSZ<8$S)Dr!{OxxQQcAqesNz19TR% z;pSXAP5*D~_T!y!(=qlkVYEp9{bbLz7P*FOF|J;axLQmvg{vk`L-AhCj*aPKXGTt@ z7KI;Fl>2MzAqTtJTCuMa{TmxI7qH_NvemMXlhwnGoR8#r`1b>;Iv8#&goiq@c_rzq zeKwih$sFEbERnaHc0P$0^4*4xjo+e#(=aSfo4zf7{PyRDqrQlTj?_| zM1Rxerd%wh#c(pWmK!dn^2y|F4#PUm7ikX{@iE`1C)K~K+Jg<&q2)wASkLwuyPlx$ zc-!4%PLkuHp3WxY_N}X%mC0~2k0q<_6X}6QOv^27tzkNqT`R!NXW`#YL?_rDgLfZ3 z>|$@c#oy4`uE|Twa!uWd{~{y!Qca0phrwK%{*OLuqH4W!Rjs;M%U@JSPo?(-*yiZ> z@=Ulv9v&ve)?vvw{`i%D{==W=kWo_?E{5q+W3hSocL*?rJQ{54z)xSnvlX4q**s1i z>>+=4R0Eq@ZD4xJ*jEe6HJ$H?_fI#YUliN<@Df=1tT;ZU?=Cn8@VBuR#za1vJ)4MyxhT}xupSK$yYg1HTg6*#h+ih_9sASi zR0qmE;gaL&U+ip6x4NBw!_REajl*z(pTU(r12g-x8y#N_D_in`Fuh6czv;Y3zHG*q zDPO3Q(JrtV3*{(%>PuLY#EA7{m7R)<;CQG#BU#}(<9-! z6h>pc+*!@rjSVf(4q)%De6_QF_C?dQcY>jp?Oxc;d4(L$*4M7yl=ILnuCYT7%f<3{ z`Eo!1^wod5oRqiehJ0053$7(w&Q)uG3+jG+j<%n8PNH{}niuiqTX>;ZEQ+yoKjeG^ z*f+6->$Y$c(i~LPr90$cBU#6p@52~x3CCIFKd6QtDL)p8-yZDk#D`tATl>bp(%G5M z&VqB8^QRiUJj)l?!#Ea}ZuB0;zCFn_28+$nbry@GtrMOjqd)#I-)$&H&FJT!Y(x1H zY3s<2=e5b(^kwaPqaUg5lA5)w;|^pEbljh=-}o!k@-~j!uqTYEyOvfL|7DmP4yW@U z^a;QHSMI-P&TU3FKZS=Gg*hNu8P?Tm{^di!DTa5Fk%+Bp#;FV=TH3mI+Nh z)Wjc~J08s++mdhI$&cWR(_q*K24gQ8LeI5wLQL{Co&U(c8^bE+!dfGIa4pQ6#cOnZ zZXFJPc_%;q2km=ebQQd#1|4Vq;n+|opnEvO<+@|gWA^7gCS2zB` z%ecu9bm4)lHAp(SUVVfkYm^rmx-In2CTjuutI@S3zaM|Jcit-G9{n9{-RQZO4{DCZ zCi$Q9cD9#cRUeAa*F)tMtfBU%ccQ(+wii8}YCgJx?yJV-KluID`FiC3 zhn#+Nb(iCZ8e<`j8#Pt`UMt2M=Gbx*Hx#`zpFUDseq*es_N$GhP1yY_{_bo&h+pJ< z9ByQf5YvNU>A>GFIR3@@eF@C%*?1-&zlZivywAbVh8+2ogdASTpIu>@;dpJBk0Wa( z_|4zhAP@B(c07k~uY`|Z@{m*ev#CE@UxfXC+C7MfcH^^q<-7SNo5UY$(|x1-i7?Sr}3x0gdbHzhrzt6xIW;#tucCr zcpagA6r0E`BDkj5|02d=KF-kXO~zJu2EbrE#Jyo?$yZ&PJOqV9TykrT>%`=VrG6L$!y2~m zuV;>BkGfL6Za$+gyjW9S$)0oB(Z_jPm>Srzn!H;m4?dwctgGgmAAaS}f6;M~_W9(^ zx2Aa(-!pt^ZC$KKW_$MZhGirA$B;3J9gFzGm=6CgJTk`@{FZd)?|&Mrk0OL0MTHkB z(~rq~0LGu-o?fqhs2l%aUA8McL%odsHM<{0qYf6Uu){o^HK!xYOTiaE!1k6tJ_*;i z;kr5#yG%~Uawxk-92SYwukvb)wm~pFZ42|Y^?Js4@!sfCeV?#t71&RL@iaQj6UFv? zzZaQf&~AuNoMZQk!kQxe8@5gPrGt2NySaY&3Hiq2O3)gbd-;_T9N*yKoAEyt-!<}pFUtWinwOJzfttc6oYeBz$G5b_EA!LaPq;Dr}_ zd$4J8SJ)SP+8*yea)$oG zeY4~;KC;e@C-RHBACnW$Vhf+eam}@#JbD2xvC607S%ziOtd#0&uTxGjOWNTZt_pi$gw!+{hWRC5Ave5 zSZ9U%SkZ6jHxic_{ADei%bn~)woDKc`pfAxFNx88v5n2)Wyf+qx|?7*imX0teTu%{ z?APPh&tVyW?-g?Ymctj3d9^XN68?`G(bf{q{`e=;9kYK+dLKbgMtA^R%;Vo)aNg?LV+;D17}Kvdx))LN za24HPyzDRg$d#MeaDc5*zcF5p@dDd7{)ONoat`3Tf6+gMpALe(4ZN;TQ){OD!n!rR zntPA{z@!QH)!n7@Uawl7hU*D9Ef0EJCv6z&{ zknxq6Y*F*Dnk}E9lc&j5wyx|LfTkzhFSGFjZ3nYuXPCBR&uII*=#>w}cKo46lnwO% z#&1KL)L^o%=SO){9FC?fzdwfVY4J0*lI!5xp1j-9S-&PfqwAqfyrL$4Ozmgm?+>f- zRz4GC(dh*y547ALhv`l{+rSm_vJYEs7W+b8uEds!jxQklO1gj0*FdIm9j<#bb+K5J zT=(nJ9L-p`u3*z~c;0H-2Q*~{17)bkB42dPScnA+b z;}`gb?0lO2{qSxn$M0j)Mr`MgvJ07NaIyz~E~al=SdXNyCdMINt=M}xUyMa_aZL>q z%fxt^LC229;zD)re6d+$$nuXRwh_la*{~+RUTM5pS40=#J(y3_!<^2viSHKCyS`YB zBeM-$d(k_lrY?~+RsU$mi`g>?R&!KXUnMKC=Q;V-fqqyrIhD3z&uBXO%emd~Y|Ms^ z~1L^-sac-bg(B|!STUz>_I$3@ZK%Q*Tgpu&jClCRmhu;rYGOt z#J0u!G+!IPr!QOEAB1i^dDbb#_b^@RIZHcodoHhA*=&7by>Q`j{b`dtkh9U$di9a? zcyOZ+x!}EvO~8$KH-PH_NS3IjqOWp=7nf1-XCEJZFi{6z1X!1{d2WjyTudeR)4d* z`Ce`eIIKgpQQ$G6wrZiQjazkHYzySch2M$i{uy zeTMyXGCtJ*6uBGY`-FY_)BhxUT@!}2R|$L48P@CUjr*AIf)9#?Y~GR2)r#;uI^9}a zeuGz@WoWAF#J%7eDgS!o+Y`=T$mQoyuZoq?A0sY&6n=D;Y$Z1QQGJ-CPWIi7cZcgn zdT+qH9laOGtJm27Bh2UPyM}Kz;hU8j+z$v?$lp_q*hc^Q`2WCnyS{tS=ud88&$@g( zN8edC^KxWfjE*E{7cm$E=S$}N3mU2)KBO0!v(44{iEKKIueRhf^Jj83UE*I_JB0Zz z{@!tG$NU!`#UBUYdymfMa`$-c$FL_SpPuqTwyR6&N90W>`$`yYWB={2Zf*?2A6^QJ zA4KC?H~grfyjwn-|AJ4m7*CxKb|AAq`nBn2NBo8Ji`g2k<9`zCo@_e1R(%X9Sx4L# zIhRl28nJpYXkT(KgY_g^L`DZP`6+#_(Yn)q7F;c0njjB%l*=pQdjqZ>`izCJ?hG%e z$2-)0aD)$svTYKK7t{F%+l`IzOeg+{-iiEX4U=C0Kdi;g_VOja2ha2MC_krxkL$}{ zX1iFfPS*bhJsoV;Eb(3Rbfrh_D*pqMabJvQYdd4kbwjxk{Utq92fH32$2vS70*5tt z5|MX=oS1LBQZ5Bwsh=_5l}EvK1`OxGwl2S|sQpJgpUcHZ={ViL$?GA8^T_^3yly0O z8#Dv)y(QM|_^LDCj%3p;=j+jZ8y|Sy5bsp0{*_>;SJ7eUjj`%J%r$fkB;!i9xHbwO zo-7Z8U#^6E#p&nrvoGJD&t7YTe3IBtB5xSG?}Yza$6d(k&41>!Y)$%JA|Iw|e&+A+ zqEY&pS}td!)9KiapR5U^uwH8pYs{akvwLH7lgJ2h`%yg4gMWSUkA}f|HoBf49x`Wb zO~yOUFSkEXY!>j1c{sV%CNCm$ZMp$F)9qm$LyBd<+}QQHW!)Cq94%gOvaP8`Qp~WJS#tn zG1^b$hwbXi?|ZMxo=vrhYdVguBb|5U&yMU5{#e->?JYi-2!oe5i_6J48~w#%c|ue5 zv8h7d#^;c^0u1+&yB=STgXIst+!5~)c*44%rcXW1|At9^C4OLEY>)TMn&+nU{=?q4 z8mb>-$356(4V_yDgs~bK+xbWsyx!#ld+9PtqjjHi??BrtMU5y2f;Q{Y=aFquy-7}5&kg7Q^&W+lk4a{!5XZwUVS*T zTp&MxChr(N+fX0hCDuV%4?Z)Nvb&t`XFJ6CU3|YUSzEJDEy{m|sk<0W=8HpNl}q7T zw`@mtH$LjdZ*S7ymR-hVB=_|GIBmLe!|!aSlg2SnfQFpPk%W! zw#}2CV+H1D7xtVdFCOKGmB|?m(+BLo z9naqAULbEQ9OLM@91Z)DIkp-LdF|xei)DSWOx@YTUpS$_({#$Oaw#2mu=gNx zZk0z{!?qjQY%A5;>VCi@`WpG@MKalt%tNPsm*2p%4?7R0CzI2C$RR7#opPD|G&Xds zTl2H+iF)-qJ3Np??iUCV@j6`KEqFVS`fnJ2(;EL-JB zatw?|I(|X_RQYLM4EKuiFdoD?zn9HwU3xh^g}$@Nn9KGH_-k$coKM#IYV-5zrZJrC z%h!9u+!dCka9zc&BburY8)x#oe9BzVj&Gm9k2akRLkHVbboa6EGd$iOt6qlY-(n&= z&6nwI=-+^`yYo%plz*i-mECJqZ7Zk3W&R2G>cfk{X%{x}QDW{bR%kM2;b|eB-Q?l% zHSamGu`?Mvka2|AEMn{a+IM%}pA6$GH)i4{GQ~49pGSk~=kN4w_6OgrgZ?9ZH_{d2 zPG4AOgmp(%cPGO-p|SelQ}Hm`N7S=!WWNimn8us4a~Mp*w18 z=-`*|L-5#G&g5Rgu5unsJ)N&Y*3tYjZ)x>m`TQ~%tV6>O!_sE#&=-wIH^6_3 z)8T2Oe+XW_j{irWfB#-Cfq}nc{x{NvE8%jx~( zsh62Ga2|5*Epm6qGY#fo%Xm6ggy9T*7qF=npWnj{G0m(eqbvC8bGXKc)7N+gsK>^C zbUhoVpg$DuQ4Q7m55)j&!{{Y1JYR`FBy+!7HDAPXF+3xTnl)7)P>oyBJ+|(Cg#JhQ z;;*`AlCa8=@H{`%+fb*XpVg{$$T^KXIS}r-q*rOa$sHxc~{4cUuP9!1M+^^18HI{FL=Me3ih;18s*OEgS-qvLIp=*^U_gcg&j9)&< z--KD-73P)jqnqkl&SS_`Ia{RPqt#; z+VmYQHhdGtVmX-Zo9tI2=P14ku^WVLNBuA3M_;NX#e=YaitYlk$BWIca;8!H8+;-5 z<-hq0ZFrWIj1niYEbt|VqBWkfR%{wd{%rS>&9gZhOEOE(C6amMOyHxN*mWTOZ}_yA z_|28eN2BZHdf;kt3v28H`0c;jc#f?7p?j=F?GXMR7wpL&M12Dc$&vrbBj`n>3f2_S3 zU(Ipu{hT6`muh!`rtD4U06JD>!!>vha=ab7`}A+=d>vzOSLZ4057m4KO209fM(F!! zJC^Tv^n>#!wRQ9S!u*r(yL{Xv)<+q+!7qjDrt}%Sz33aqkLLeOOq2Oy@FhFfta~=e z_Zy-&pClv2=PAc>C39aPKBiXv^O0h0^nL2pKYGa?VaxquDJRPljN@_W))e1U^c!30 zAr0!Db7L|YOXmcbUnFmR@$1G%M`}M^yZRUIX(>|6e{dG=v4nj1+B3w}*fPy=jehf2 zR^k`?;#udn~CGSaBh!hINsmIU>9vUdNyQV*l&;4n2ElG*Sa8EtlwBj*3vGQsv0+w z-=_2Hg=owT;W{A=wc(Sxdjo9B=p{F1U%7$3{40-V-y7)Hvqjb)!d+d2)^$Ht0qALKvI=kQM(*C%TjGdUS@FdfX7x3PB&tXGiH zvC*?n*c;{BO7i)?{Aiq&M|$UEiTDpib1nL=b?+JAVPi6u|IfmAxx9Xpjz8hDj!Dm~ zt6j!#sEsS)i`l;;nK!|{xxIU&;hn0u3D41dV7@4g*YJb6Y*ls`kKs8${2pE6k#0bT z`8_{_{$IrTcKz?cKUD7grhh$tUm~YpC5QejjQ`DHxEFnwrs~I!A^&4zJbM?f`6!cv z(dw|RTd)4XT6}7)(iw?K(x05e=zg6o>uO(x|HIt2D!aF#e;9wCps%O>LcY9`-H#h5 zbvY8|mlxS5rn&kVofrILyI(AiNB@w$`jE)wQvRiV*{Lp6*UNGy>CGRx_OHkfYsiWKVj&U~@~pd_$~0#q$YUI^uhgzQ^m;^NL&!mEU-V zdMMegVLuA(>f*!Kk|iYpz&cS@(l5_PwfhPeebK{mEYZ&MbYt(8! zY{J`voH}_E_@f8e2eNGjx*f<8`|NvdtD!jxP1ICA;Sk$ zi;;XZuU^%_=rz7E??$coU?u*VN7nk}oY7eQb|*iVoGxN%zAW0&e--*s&Re40w5j^% zHN~L~-cumY7)uv4E&p-w?QHD>)Ae)@tXKa4t+>hgJbVYh9K-O1EzGqq$eXLlJ%n9* zTi=YQe=9iuk&A2Ld4{d4>fcRX-$7RxQyY`n#`V+VXkUZz9osm*mfP_}bjE)C54rNK zJVIWphvBya<*j@&mtOf7u7Se)#o1Er1NrSAGFBr$+-K^AzCCQM`AlABbxd&> zpFZFpEIiU!JxdRBba)OC%lCY^<2iDxH(fh94|De~beu%~qkJ-sP1YsRHZZ2OVP{5&1*bw_e4 z*#rK$^cwrAc`{swr5{>PoXm%@{=;Aoc*G+74k1~EtuLc%2KT4V|L6D?F>|ezzDw2} zu%@s#gY#iH&SKjD{adrIt$P7W`Ts%s+|w(rfL$!h&DhZo?u+>FwtDpsAaY|V+)vIs zYrmWx<3GJo-M7YlwHKVBZz)l%IBn3azOq56YQ&8hL{+N{;WJ<;Mw z_PkDpai2x_!`S)9ej(p|$Ce?D75GVoBn|I95~hg=n8gB zrS}SW!Z_ZW4@FTf?bcrTU$I!H@gEf4Lkn|7OkP z{A_+{&Hkt9H`j%Cc@ue?M?<_D4g0RO zvOOtYaw@yr_9pBzjk$gCZj5g~viBB;z4aXf_qzPDkFgwTQpn5yp>@wHew#l+4qSw< z0qrU1?yPx60sH&-cGqv8u8!txHcWK<1)33jHW>Z!);F)%w}5Rf%>BrG*ZCiKf0u9l zw9nM8E!2{f@1n~b-=-}WSM@FKX^na>xvzK&9=ewF6%aNoOF ztI54bwpnKv#&3A9BYQNgKgpD9(HdlaQ*%F?Uwde4MxVJcT+1b|vh$F-4>W3?9p zUE32d@LB#}`KW#-##y-o{ChUICqw3F`Exvd=HPrT9G%hgMQSaO8;{|=t-?AcUW9*u znz1HX2k~ilHhwQZdpI7)o^JGAj6dj#8_kn!Rx`r&W_B#!$(`~C@moy)Cv?iMaDP1w zwe&!~IRsC4aeCQ)D%udgHtadbny-m{t&CCEkvZFo$@*_)<6iZ?)0?-*{@)h?HW{8Z zmykg22ApCT&$8Kvz~-9?5NB2|37uZAzOI;u0{jTt=NNnoXDFWOiuyjHM8S@Z7SK`k z>c>sV`9M6$Ap#wL!O3UgyF=e-MogEu3(>n6DQ?6Ia5RB|uQ=|@piS!4iwV_>;vG4o z8;6;wlC9})jwg|X3TOCQPZ)s7Pue*qGC)&~&o3cIfBdw)1WRsUN6)6pmat$C3*fXR z+za66-0WW4gJ{=ByR-JU(PVH6bligeK6IWX=mt!DLcRK+K(vBjvOC{3;H!Ial#cz# z9g6mKc8@1>5S)*ZyC-a^z7gavCTCMVDYTu6UqMf{vhhL6U-6CX`3~Lpj_-5aNZz(h z2EG1&YtP6$p8RVha~Lo^+51i1L?T%m@eIYI2xo1Ye36eo-ZlXC;oD&bLtC=C>g!Lh zWO3uU@9gR`5&r!DFGXy+{7Vr#xLTWH76~)`8I0w~a220lSg)RTq*iBn_j+}=rIcau z=ID%;Y$%X-a#9}-_|i7th-lta{i~Eh0;MZ+lo1+^lTbNVv{(J(bID$pz8!&Goq>y; zht>72X1FaKPiL6Q9*vZ+OUV6+aeX;J0w()7e;MsEa^?xft?0eIkxbNY)s)PK^$I$_ z;jF!3m<6k#G&M9b~Lw}w93T(JR-~H&8(lwm@qwQB>?=1UZbMv~Z@J4U6IlhP9 zxp+?0_IPdiDh`II6F$ivU1h%+d&Rlf4bAX+6q&)}Ap05oJ)JK=|0b-#_bPMvBuU9P z<$aEC!aIVl70~Sj?^$dy0P+)I{S?h^eo3-Qqq_n8ccy$;MAjSpbOcN-^qVolTO~O^ zC2QBLD(ltV?Brqr7?mPse~K?CE-m?7sBN*RbkIpRf{Wg?0zB(-1qQ4-Do!BU$%uf7jh%&#dq7W?Lt@IN8x$Km{6#~n>(qQvh2r> zjrc}>W%9gw6X#AozXSd!>h5~rKb@@AVQfz~e}q+hxNMSJz`&MpXC(hj|8D5#!#k|O+iT8GKs$h6?$Y*$ae1bg{${3v zH{*|V&4%h=e1-kqW4tiPm(cKA$z9o7q)yJX8UdF4`Xkvy*L)r z93M~Tk5;YfL$NyDRvuAX$2X9(i~W^k9HM_^`VQxd9@@6y*DdN+4g7Z{Ki$(9Wq;8J zN8&DK@-~`&^xkYgiLM}TXK~yW#vR#pp}wAcJly%wWDY0iB(|(pgNY4lN0{NOtM?{! z{2#vj62HkGUFi*R`lYe@H{aPFWS!eseFiA83dlYY&knG@2h#^|?nNJ2={kHe!agQ< zQ#uYKqcd55le50qSn=e>afUuj#_2@`L}jGz0ZL4>!5xOX8F{9%6sR z((0Fdc^C&H;hzilEpp+T!PTcAi(cq9B{NwXW&9HTkKR6fC;wu8P5O)R=lsQQ$x=AO z_*UD>Z^-UKR(NyZM|m>??JPE4N_I0?!+dinnn58Z`0nJ7$k2l6+Nq8d6O9FRq&P~fwqOHW3yXvFH+?^lHwc})ip(X^ z7G&MTkL}5rLgs8b`6oSwT`=W$GjF5C|4%y5^eG%JC6Q4`TSsXUD1Ta(v$32zgE4?oP>IJ z2EJ|Ss(V}TDZI}+XG2DRdbzt$U!Yy6{UPn!k^8PT_>zFH9XffJ4C23@Ho$8OPtCKh=z7+I-1rD@ zGDHuH*T(2up#6mWX7qn77Wax}qkXGdl$_U4J>ASM=hLIfzZuTw@P!(;u%UW$qBxYl zLTzcu9`&I-*Y+{ndpn=2ZjQpUCLC|6e+ik#@H<<|TePzwJBt50!@MOd^Xv~b{@TJU z_VF2w%il~m1^tF}Y{gztb|ZNt(irZ403@B}C_CUf;Y?Q0HE zL$d>&8*AaM@;JodZ8}@R`w@HKkC(Bt8QeYbU#I^@ZEwMhH(UW`>??-pQ@5fnupWnY zqFng|O%0~KV6(nSeu^YC0D zUayKlKXQiR;h*q^VzC;T8QLxF&!@kR=XZYi-CKqGuUHZ^&qi?rRuEEYJT4_WT?==aRV@9^)gtnHypd z{o8&x`mU{Gve0$cawQ_W_T68j; zchc329b#Jap!-tt%mKyyeDz(D)Lke0O{&*Zq6* zt*SRJg3nUF94j_J7xH(UuYwqV(bagxC#><3P_x+{)=W9s@dEkz1)PuJX@f>Bj>N0@ z)_9!67hACVX!DryUcF^A2d4YP@)A5x@Y5x1+nB`1v8?7P6HeIq(nhVgCuJ8l)_r=wRR662xVS$iwK zkz>hVHvG|0{qi?kx#l_#j_c`JxyhRdj@^-r-^TkCKOO_ypJ)e>Pk(uUoH~fUX=s|< zsqc=CU!v>C*`D54$@%gA>Q|uYT(stfWEbuI`I0}26Vb}~XnKRUi1=(UOk!TPGX_>h ze;2<*{HmVit2jQ4FZbosS#o8Egya)K= zb8DpM&}Hg)dwzX^-WvU%^2^_J4D^;wA8~E8iF0WVjMu|IQamC)wl>QCrR`dC$?5dU zpQM-mKk#kBwyrSVf!CTiKA8MId~>ii^Lz0!-VNYc*ZDNG#$efk%&lNvgP-1UERM-o z_8+S42WzGSjL|TU@JV>GU0#A`3Yt~XG&09rtHm(KRFmgJvWduF&C;xK3 zg&bSa{wlV1GN&x#znk%ID0jplQ5VAvtX$sbi|NnNjR&(QJ2JIt0%cU zip4u-Q}u7KccO#6i8WeuAb*_%>u~xvM?0NPe#&>Sw{FgQ+8@B?F?cVhe-PeKOD2&$ zj$JSF(|2NjBl&7p@`myAhW%Y^Gk&9sZTHf3H~%%~tDEKAc6{^!9j(v>``ZQk(aYQ7 z5o2xLnzt>{eJl^~R_n8Vc#OSxp!_%uot%rsx44MxLu<>w7?<)(M>q%bO~$qv&JVk< z`m$vFFnpK5Kb()ZqPK;1+57DYy@h@btHRYRp8@6p7@qvp1%asj&ZUJ$j;JyxB}TPtdlHZIb!!2{rN}eW#FP&QEf> z8tU$y@nJ{0CgS;mu7QnFu6}1<@=vh+X)!q7y0JNbssZr|_}ArM<33ztgg2k_>*SW> zqBFbsC)|`xrt$Of&R4_pHoaSkaouq*`krX;*04MrhzIU+Av;!}`&k%zX@3O$IcS&I zt98ZWbQ+WCcW8YHH9HGU10Sd>;puyB-Uv6hV}2^sEBaVgqkyeaEuN z8X~?FZKxM*_1&UxQ?k}@tj=Vw)ji>Y`v?4&F85J>h<+IIna<@~DL&Cna=RHnMdWUX zFLK<{&DbaPe+ol*Vz>)gr|`pla%TnDx28YrZ$`tnWj9z_!Tu0mUgLa!wuZULn2TFC zRZoNR=g3eS(%tD<2d0p}hoa%T=uN!)qy3)DvFK)?TM1nUSckzAu4Thhs(*Q+p(eX8l>*MpjF9^J#H79$zs@ z3b}ec+-gsx&X%jOcQ-QmHkw7wxqLQ+oCj@u9ks7l|3)zLG$s`Y? ze#lOTO|ECFX_r5loB8ox?0k%!yV&!6!RAmSa(v0o4c-KS|8+9|B;ygbUxzLgzn$oN zlg($+vw6+EHBT9zHkO;gw;nq;<+GE}7{jsnNB`xE59sM&U7}VLckz}Snuag<`wV@%!!jOykbkV>n{4ov$JOLLo=fq(4d)GFf~N@nYmR;> z-?KTNsedpZG&oSnCTzB-iVF^ND-hTk9W0b}K$##wTZJmk()H zi}HW?>@gVMhCk#_S6Gi@=LB(F3+;O3-wNj{HhWYDi`1;T_hzx7Z;zBfY$u+Meo5M0& zTQj=;ZM<#_W1(FPlSk}V^q}novaaH{h)-4`Yc#q4`EYV?p!Z_7 z&cr*6tnRjfWH)2GI-73^(}@l4cbZ>&1UZi7aIrzH`d4n{-3`WNgSTkte+tcJ`p1#2 z4u$(@fj00Y2a*e0`kC`>V7!37CFZu@*!Mm^+z7|IXw><5eLkG7oiB@7+IDI1FOlf( z=s5Ud4juEzprM219sOne%n{*OBEUIQGK3cdfeC4A-pXZH?6z z3&X!I$cD1vDLkRBoMRgU%f;;ci`)_LUIJ5~cTcX^gpBzO?$^3!F&2hS=-<${6@6?7 z&oYuD)V3Sc1$kKPLvKI+UV#q&44AVyF!Dj%4!?L7#&w+V<*xR=!c$yl|2}!fY$`wE zcf_qfe@^F0WZSk+#R^m;jGlDP0p~E5g!F z|2^b%V51z#y4W&u)V}C0{98Ld8t*f34ZyQ8SF?@x5 zF^bxVn{kB>KY`+=eW96xNvGi%!w8bhk$jSF(uy zPGZ_#e(-6oekY^E>tuMXy|R$2JCeDE^Ex@kadw~cCRhUPqFPnkla1tuJdD=V*9YAt zb@h)QuA+COV>y}pqK}`;z3ADU-{;s*6sO~~8+RF-<2`HDFHhqA=o=?5#@Jtq?jShj zcKJ7KE1|2^{Su2G2kYC}aWB5RoUBLbS<24Gjhz!iRM*k8Re@FWR z`Q4p2s-efhi>D0nkjK%pb#KDag||3K`yBGby?9dlY(Bi*evF)Z1dbc=bag*sb9&UY z@|H#~zcd=ZbOsFH(04E0{pC*XT&{-yFcIESC|^W-gZ=yVv)o(TkIvP^eFr+!-FyVS z@*&($iLKR&tClXmpTA6-xJ4t-_lNgNGH>R`VYMiE2;FGDQ3pzK&cEWLv-BC8$su&9 zv(Y5|)9r(u=FjpnJm0{)9s2fYcVXLwbdG1!E@ZAt&msEf8ec)jF|PF&z}A|aN6~oB zky_iPVwyC#*XSjku!bpKL4PovTi2I=edRUh7uMu3UtD5;v%U`U7k?NB@kBOVBo@cn zf5azm()lz@J2$xAYVb9-di4wM@LV!FSM2yY`zvx(QWi!R$FEKflf8K-tYV^ie^aY;V z>ebh{F*?;+SyxI#lLAEN4_|Q7?m%ue-$#f z6_X`mrS2uqEUjK5OM5u~dbv-^mC+upZ>oJ;*zQL^nH_E5H70UnCApT4R`mBqqb>Wr z(fti=#$PmBEPKIw33+gaYx#K9IyzYIfI;2_-xqt+aSIu673ZpJYD{WOmNA;gV3$Yf zUB>pE{8rBYBI7Eu z)P^jw4UjWWl9{Qw9bkQ==GWP1L!SKP8I}4P^Go&b82^pVSPJ*F$^*4^M;B^Pd-i@P z-iu(lRiAi-FW;5cch$4MyU6N-{_=Z0D<*?q6E!N?!m;No#rynmB6}9{(bF*9txqmx z{8<$Gu0l6ctX6^jLHcil^?mU;m#($+h3o1-KfmrP*z6V0bfg;5PQ7`DPZsLCT>B%g zk=wC-0^DoppT)OzeIL}TFQ7%w(0dwvJ8FA~tX28Zbym8M_U*Jyli#7f45=-Dm*;H$ z{0{z!Z2b<+I(V)k>%uUW+5W2bA=(<*KZD+V@Lwvnsr`rO*I>^xaPfE9wJv|_)k};; zjAu{VYwUARCEw8YCY?>>z>-hFcRw8FiRb|sUv2P}8?{P%&R@~qw#DRq$q#d3=qRra zCo8IXRt{fxKAA37Gi~$g-igpBMrjB7>CTVRev0RFp*D5IKLwVR^oMwyZQolzpC+@l zAAt8|I9ykUctxZ6sWJGM9M2reux7bK+vf0$BwzkV)8YKnc$vp1$2L^&y%l>qUWlg` zxhLD7EUsIlJzt#q(V627wIrqcQnKD>_k42xi|$AM8|&EkjyJ)(#JCyA&MV;?&%R68 z5HOj4%PZKvl6K=JKD}n$!ACJYYqG7ac6ySd$$Adm1?=zcybB!*U>M5B6Um1!eqI0V za-)vtEc`>@97InK?Uy;fL;DQ<={N@p2*gtC;6|@xw&t z#zlC)C0hZ`-ekP$Uhk*)9@q8)pS+-c-h&@)`ViUo+INNFrAF_^(f62`sxL7c%NFc8 zr0$nOb-$iRdkx=-X(2xg<2kp^j!woawz-_hx3!(uU>?`sg}k@PdIi39$x{c)1?YBT z$6;ihhVE@R-XpWVO?9o1AHF@YmVao5OvpKS5)2Kz=sl0P!y05bZi6^1Qb#3!`O+9jSdEg-5o;- zQlcQC0wV~hh=B+O_stlH-HQ4cqt9a}cKd$z;dfo{A9KyjjC1oNnl&{K#o{Wvk3Rk?r)w{MBQY5_)^>iaXBFBlhR<{Va4$0F&q%CC z)=}Ab=cCxNnxE^m>q7=#R=*PMO}1yB)%O`kvSAoIcU*2Q%~ub>^d1@C*p8(8OW1eS z?@Y4ANBkG8o6^5b%sooxP8IK4$hje2RxGc6Rh`M1#bz~Y--Q{&SH@$~lx(q+h?`^? zynGX#S?fM48MU~&nas^_9>zW!i|xp`M)`O8bzffnN~2um81Lars&ZJJYhb>!5BVW{ z1(}HHY!rOon=@PsB=Sri;`?R&_IB@jlDI4BYeD|s+FJW1?d#S)vlW-c56&O8?L{U# zlLz?y6g;+sWp6yxv){t@66~GH{t0id()|Ki^ZCDtwvW-(T|Yj`yOATd(+${tHea6P z+}bG?&xv?1e}?A;cn>1y7B~j6{T%Y~o=-Inzj2(ib3gtQi{%#T*N`_9AIIo_5=F8!rr&|e#aUQ)6c5%#xiK3L=d+e<-CT~DNse_$ zJVBZDP>F}|4qy41`sp>+gpRw=+f_fgFghO(ot$4y=WJy=Y1e~|H`P_YfQ#3q>oPKp zr9`ZUb#eKicHuqYR&0_NlQD25%5NiE{Ke1HgQvpWl(mOD%p=Qjaj<@q9UF6H8?sVu ze#G}r-Z%LQ=SR`eUD?jsjHR;~Y**7i6$kq&(>}hBj;+|VF6`@Dlg-BG6tdbm$9Zv) z`min#qv0Lsy%HIqwdy5UDUxixEqEL14pax%Qmvg zBb;we?;Um3HC#4;j>P%vcn-SGfRXRYcWl~4zpy)k_h~*4F}gn6UZkswn3n(I5BbIz zOy!&8P%(52Tz$0ZU-4c54sTc9m9E2;%L7F%K2EKb2l3U)wc(Z8HX;95V}6N!XWLb9 zf3EKnbZ=$bm;KMc?f!2vNnL$-#b~;{dG%WOjl*~-JqM~2&*`Hz)vuZI)AifKc9-(! z^&d>{=-?-P-l*}Ng1RurRM>hKY-63bu2g^Zw-}6vS@Po$cK;2tdzZzg^bV5GrqZ>y zc0Jg=KH1_X39)b(&b#4XjF+dX3s}#@`+<0wLjMlR7LgIgrnxkF%CnG2{py-1TZR97 z#o|2k*AQ)t+0=U_+1B>3CfjOfoTmJii<4r9y6RVz`9UXTgbEWzoZn&?W1mEHy z+^frCej+nA{*$gav8IVu+Ki3zDK_Th?acmP;V>s;Tj0fYeAWTpM$RA6?<6t9SLIK; zdH)!Wz`^hI9;r>x-_-_F^*(i9?JIoqAKbi&w_|ajZTckJ&Vs2wUAv3>5JO|d$1?2$ z-ZmB2N%YW{iQiOiug;epaby09-*ery9}HvY8mK!4^R&d4k3k^d=d@^-l9EW?<% zNEuIOy|d%|jb#sii8qU>+JOPt?_ z%U9r*XUZ+hnAfmy)}sHet@_#I{1&Ua*U)a4#-!QotB~fgu%3;h9&6 z%{0VqU)b+6zidm^E@bp0pRKVNj90_I7hdGn=+3(8FKiTKd1@;en?;y|4T9G-6 zj)r7>f|sMTou}PtWCfoj#PK|XW-7T~etKs=dGNGpWFFDa7>$SVJ-(FpFJh~5( z8M|T36wT=0gS^klFy}^caDE;9uk+WNHBtE9AU>FV;rXCAD}PWH#=@C=M`nI0A6(3@ z6JZR`*yPgq6uQrV`+4oxBiCF~j-Y!cJoJZkX8sHL@AA{TcznL5`W!U8gIWBo&ok;q zkbfRqcXa+NdAGvb+&$cl$*ItHyRvKGc!{2SotrPhwMl*s`OBSO6wcKhT^HqV<6B&% zAK5P8hn$K0zpt_zVeLi^n+o|W zJ(T^!^z+S4JeS-?+SJ#k6`f7AxtX2#$xo>BAs{{`*tex?s=mQq^H?$`;Gydfditq* z-1wd?ex4&|v{=~@&S&}N7&tq_=hqSPlkHD~bE)wOuJ#a=3<4pV{ zo7DMIS$*(rXSydF*Q3KRY+sVKH7xMN;eO7YV(t;;uaUoij1zDfe$gewYq*A#Zxb<| zzoTyd<<<95QrMztwyR(fZ_%tu_1-zL&*SXq!Nlsh(7HR7`ExZ#`jHlyi zwl2nJU-_?oUHHp!YiNGCOWVcldBMK7wr|1q2AG80ABq!DcyI^H|G#(y#yj-Zvv(5Y& z$A5~St@VEvjv?eWqmO^$Gw51K#{kc-Ha3Rl>0^w>U-$6^JY3?WFgK<9z!2M>Bx|Vi zLE8Rdu3}SoKcqN?++nbMr%z%31etPQnzPq8W!1T99G&Eq{8sjLg_s!icM~;`jq)8{wuejE%H84UQ4ocVW+1JPxR<{)%w8FP%={v+ebJ9KN?; zGrp7O<-~6A&DXcF@|W3d947DB_%}A+249C~fRVoG8r+YkSANf)Ri5L-9F^QCrf`sd zOMZJcw1+X+6Xva_$dt!}?C|U;Jim-;$qDy3FC}BFx|ZyB{gK{Q>w1OW8Dvf*Yl(e* zZEvrGS$ub*_Z4lw$6xpc#P|wxM6@>!_9KT~=_oQUU?1+Hfc;G6?chAy@mzA;uL{q5 zv-ioKN#`D9POzVf%Q57BP~%=F>|!K&Lm%TJ8ch$JX(xS_)vmq2+hw_T=s{bCE|JVnAYI4%YTV*rw9|K2Ba?tFf5LHEx1df0;8nfltLwz6lxM==X{9!TR-s z<1{!v)b?LoH-g~`obE*5cW_>z&vn|jwwIHt>-Kf+*%jg-9>KS-(~YC}Sbkf=o}Tb6 zV#l}o6=ZJjcrsl9|0?|+G`BZpqgV@Z8hu}p7d`h1wjZsm4ww9y4I;0b=XI{FlivEc z=Mdh*PUg5q*bndGpd3T@mbQDzJ`46|aVBRb59|A_{e!jmhjEeI%;!-UL{dy?1a<rlZJd!MDa&3UhoN|3B)VQ{|6n5bV#uguAf*NJrW(q2sr{)gLOT{#L>N|Dl4N z*8WhzdIW!uxQUc}(-^dIXGTj+-t3Yc&zQK^K(EenGdSF!j!1XzOS0Ln`O7(_FdQruP zdw{>eU=I_cjTkD>5+p^EcKQK5(`wz+ME+8N|GCYCmtL;_o#bu^pCpu2$lVrU!|82M z@ll9&3$zPKehRrq(DND_4bCu$gvEDoO4O3m&mxPXqF)`4q;qkto4I}0{zP(r0nvbL zHpEl3yN}M!Y!d8|AWVYYGt{*vdlT*E3bdW+y%K*n;P+Uv{vxCGaucBX9s-E2T$0Hp zkMcrXNq%tx6Yj!KXN5(nwN8%6IkIgZ-qZ z{c(Kh;ZG>fPt)&3b{KH^C^B!>Z#JDb;OxeV8#!clqi?nIVKsj0**W{7O|+i?(-bl` zVCOyLu`U0HJ^G}_)VaB!tUo;4@RuMizth(Q7G7qN9pR-%yp&fsPGO#aJISQ@RDTI1 z+So&4i6Ot8+=JBfS@E(3;5PUZ1JV9uyE#>UN1lly+(64h%-}BTO-@IB9&kL3&e?SQ z1@onDNUec+bM{zr!%x42=CB3V-1Ft@Qb(f7JPJ47h>akawB}MXYlJE|EY;ElLIdZ0vGtss? z`H#Y8tcDvB<>Bm~LiYJEhVsuHkF`y$cu7$GCChziF1M_~t4TUGe&gwE5&Nl0BYb2T zZqP*iaQbzPkBDkb4s=SG@te3fmd$XNv2t8RbLr^_W34gRULP@&HBj~df51?_==?0l z_tvickp(vyQgNI}`niQg{wV$OVQMT?Z=4K(b%wI#wmFW;Pc|TDwBy_9Z^l*J0lyd9H`8`HnUVU9 zmF>a)k6`PH+mG>KY?Wk`UZ#r9b-si4>(IlG zPue`_D!!pt9EOXM*GaA!5}wOC&Lb)xifv9O4oZ`9Ri+rIEzgn#jp9ZHYf8N*r( zhUaMYXE+u!`S1%zPz%JjE z@TZ6Aw*#EN$jg2Cb3XZaihmU|+u=4`fQ^FXEu5{#&W+p@{Bil(n^|4Sy}-vGJCW0G zZT#hp={P`qbffP}$9vn_;OJi${@bu6Hz!5ph`;Y>zWtPm zzr3@uz{~f3c;#|A*L+rrqv{34)%uL!+gaM2X<;(g;>$QpTUeYsbCv9#{SW`5_nF2m1gR#ACTw ze>SC$+b(lHPrp@g8@pltD>u~F*bd{NJc$l@BYq2a-QYK$hYRTRkct=Q^m&#o$FciO zyq_%Zh5Yd^d9%fTownwz?BZGoCXT~H+v-Z+xXwu&iChsG3qW*$CmU2F?e4e#uW`5nUjtz1!@tWc)DOY$`pUYHEjGeS-PyJJ8yCecWJL7rLAG^H`MR<& zo|Tuzc6f<7-I8qj%g^+0;5cLJB<-HS!&umC>2K_KosBix>_O%#=YDE1+yIN^fpBv_ zS*h$@?R(;P1byq8n-*z%7$3`r@z-RobiP{KTVM~lAo%%uwl`syn2g%#|6ds1g6&%M z_{tuob6pt3Ww0~-j^8J$Gd|OIjh%pDH}8yLR2r( zDJO-8tGVlmur3NWL6U!J{D2KP4~g$*`GVZyR_D|3$*=JQ$K8}2Y^-fXCVunxl<%r< zGxm{@*5k`V`LB6Rlw3{E);M^^`FqZ{Vka5t%{G729WE~8Fh-`r`G&b`v!Iwy)5~e3l=_h9|5S7qDmViW{{0J)}O!|Clcq!?GDH%aotX*3bCoA?@~q z>sEbxwRuO`7#Pk_ANCuuQ~&5M@;8R}Ju;VxuesU{ zSH7*|8hDNoGf(257KeCJ`4D#u~-$irLh?vCWISY@n4R= z5=S{5XT$M;hknLTc>%iz<95qRb&Z$8kS}mk@pe8~X{;WAoAv3~R{da@SD1_B`}`1_ zc_KTSea2VP7oMNguYu$9S`RJZyc@1l$cC>R2hR++$CE!A#zyMCmeZEvvE+}x=xcA^ zginX!stuldXmf);DGcH`wGN7YH|9sdGK9Q0op**BXImeoC!pa=MdCwEqgXtJr3Zn0je3 z6N~A1WiK1Q))lJIQVf$-*a01*%kTZ)O9EBGy z;}MQ=k_~YDF&mE}`*8i_&HPCEAI6JuonA=3xC-+^Qr1*&MCJEu^DW)ykh|PI*#3~Z z-JOqyKjdq?m3)@f!SMw?>*M}MI@>sQW2e) zAB1M+`l1(|a!vF$Ul=Q8Q|)Y#990@GxofrR!=!!jbP--h!Sg1*8)>gBS;*Jj$UDXH zvFsiuhAx8b4Q)SQ-xsjHtDK$D=Gvt6kzLKdt<+yh)`Re$5BnK%z_#qz8MejFyXre1 z5B!sMfh+iZ2KkQ}fY5+Tk+aN<8eNydRsVktarC zJVrme0lVD!rs_V{zp41%562DY3+u_&bp37X$);1pi21D)qv63wHrx7@{qfhzFRgL? ztDjgbJJ+s#@qS%gg>kr%c)3;CBv?+xvwV}E4!b;)*RkjyPfLEHFK$a_ zTROjRyd_*MAE~}*njH3+7eMKf19CsGlRaY0!IW%A_Vwggmlyl1i|HN1jx{ip@QT6m z13Dg6x0(;ntEv7FQ@oo0E)gFghdnDU;Yy90DBPpysNX#}mp8+M_+(E$Ur5FkWSr)> zhx#t+=!v`HXd5<7hU0j6zrkbR>q_{^A+e3{08&n7?E-wF2P^_lJXI6ki6bEflu`M=k%=guorCz3IYc`vMv#TrSChh>mQBjVx7ZN_F8Tj52h zY_jcF?RtvS!v13YAJo3L{^Q7AP4-{-`6`N0SBaK56i2RZuG zhaKKHv&JVkIvIX1ZIsXBVNbIAk$oP_Vl4f{wlm%AjIU?khjfh~x0m{3mDPi3E`2}H z-NX59`YMa3z!~E5Xxk$G7%z6jNOX!AJh7(wl14g5+a+}#62tHgeE(ysF&}q>S6qN|WOnygZ*7(APfzR~@C>p$d7)z0Ixn8G`EA>^>Ru;ntnChc!;cMpB0k$x zTyL1m?ofXp-3!${4f7WI-U-{Q+I)zsJ+!+Oj|=fVN8aS~kT;`4wf91LA(zCBwL6}! z!(im6kY_UEG59`<*#4LHILp7m;SeuFf2e!}8@ekOui+U+{0biG)Z;tb)%hvx?g&eF z@}@gq7oL0g;%fV|@G!Zide1kl?dv%UKQz{MA6$r!@E|f-m%Rp1kxPHi)5gD*N8$ho)z7OU_P#u(m{ zAa7IK0qo+J z*n|!_Cp>c~AG1HZQvDI@{AGG~hFkk+f@AqLv854yI=};W@q&1h%ft0wvMJ8OxO;&7 z*Y&&Jb~#M0jiQjtc2vF#EH`UYA5Z<&UBwr3VLd}VzQTN0Y{Abk#OvAqfybCEvscO?spb@+Sh0k#_m8EJJS{B*vFNd2V!fRd^TB!!umMdPbO;) z`>m70HBfdNJNPlhdp1Fz)9mZB>GEJ3naj1U@WJ8i80H+`A*RB;?0gDL){tqi`CRxv zHy#!k@Aty+JkA%w8RGs&_2Qs<-FJ|>kSm^1-iNG)wf;s|o+K}^KFjuk^+aV$Z7KXO z=z9fUG$+5Y_6x{d$Npg3c(V3^_kOZIwl`O0#(%i3N`9sPMl!@p%$MaY>>Y*w_Apyl z#(0R=;LkcD`I78#egVFN?dxcp;A9Bfti{5;zA&eTxjJ0Wh4B&9W6#_6bLy(sEb)u# z5;(+h@MF4{{(eL@TpyJyoG-!Md-k8>@+7u4W0Ua_pJjh1n?KO^elo^7KAj!sD&N=k zrnatc(q)yke@A&XOy|J85nKL}zi!46+0jAzf2FLyKBMUxMQ<(nz1Y`O%!&1IAFill zTceul3xVM|L1BJQ=P8?mGdZgW^HW3RZ;6{uO_PnnK!Y&1-)&R z|3UUHu)oW`K4cv%58bNmAXpZ&<#_EQI{B>naeIxj)p%=#TYP6a#D~wGH=CtLwB& z=-5j8-C+A(`7Ppq1`J!&xfak?KB(T;mvhp)*=mfIbI4s+ALA;#fKWWEY^*-wAz7mR zHZU6tx!jRl0Q0weZ5$LMVEjzn4sg!jNi&>`v!>zWa(movAqTh)$v*HgThiBcHQe>I zd$q3*ZOut?jfI|T4|aSl|0K(+zABd6oA08j=8#GHS*sNFjo~lk(39Ek{$}p^Q`s1% z+xd8Bwzys|ZgOmHuio?cKtJ(OK1$Yxa9ylz$OrC4M9;wVpGSPC5&G-9T745ZUNP1i z+5bbvVi?6#F$1;`OXl22u8j`le_ZAtXK9?I=d$~5<&jY4#orPqODDe!Z2<$!vLaH#+Q( z<>%k^uVweH^t=dnN7uF^U@0A&qZ0bcv2^v&{$y>QH_zP(fA~>q<2@Qi_OdVz@bfr~ zHIDI;->B^XJWYgGzw#7YL|4x`^B7!vsJoHe>-p(+Wy-^~a{4-7oQmfM;Qv$mAm^^S z>JQ&$3)nXf7iX}S|KoF<#*d}Euu60Z;2XmW?B``EqM_R1S5+XYvR z^m&fVo%@l`czpHbAnbzYse?0$ot=WE*zZ){GsB`e_d;X~wJTzF1U@K4c03>q)t z-e6>oDSN`VElv;Tubq@<%ErPyk&YQ`KGfL!N8KJ3FZS`(OZ>b7ww10I=W90%p0ma3 zI`oFIY5iXep+k-jV?C@1Vty^deE$kRg&eb~?H+QB*%CL=Tzamqxc7$7zxYgih3CC7 z`?H7S>V50hKCd?CXS+EbfoHiTx}043A$h3I+L=sx;(MLHP^tbMTI5+y-iA$2;dDFw z&LzK@ejl+zoTh)U?J>6f0?TXS;cj*uWlb(Nvh&HpP10NY^PDeYukjgg#-2~v_$rwz z@&2Z<{+!qwtgm@EUB#Yn>8~Y!G7ijV$>wB?*FN}iFJvE^Z$KZ5i7$?E5LEA6(B>x}vMKyBY8cWb^~ z2kt+_c5CexYA5eh=N-8|>*qM+%8S)cA@@+YyODXhdq@}I&i%CL0DXeryTZ_+)_X*b z-)HksHqEvf3(2SS3?%0seMj`IKI6*PgCo}VUTt8?jwRX4Fo&UmpiR43acM(H<$asTZV>7$QzKJ+o0p}uI z_9g2UdfKTQj=SmPtm6MJ%l&{Fd?}qrlJz%yhp^EPe#Qf}IRw^A*f5+gJ6Eb75aslz z{`xPw6P}7Pehx2{r`PC*>+(oC@R!}dzOQj|uyOVQyUvE$IwwtFaetr;@#G#~dErtN9CeS$4l(=`zv^cGLoR@d-pPkLWhH%{HUiCKm3)bA0$S9re98tPqII>;$sdv--U6JcMcnyXT?w4p6*|jiQV`d z_>R#=u1anfSDj(rnEdf6$0mAGf>c_bA_AMgC*#pKad)mObrpnCxY157%schuMp- zXtH(AnRuitc|r^yLCzE8Zi@Gz^jJd#o8xQ9xVg6ajI0nFh1gBtNv={qUET3;eoUsh zEtU(@7IduZxW2Ln=-5`<7UY}>1Fn)mWE*GUI=p&ss+sotY4hk~?mu}i<$C8|+6I#w z=5E&@A%ADP>whZSeq&c}GG3woo3&gfazl7-8!Z!?;=Pnx!t;l0kmLR9qRiM!2iZ=6 z>n&wryiZ_DM0U7F`!6|ojY2NC!8j8O*?!tjsj2=@MX{T*$@Fas^9!}r4{*Z^&(XbN z=ZL!Mj}OP+kh3{E`q6!#wl`^41J^NZ{ewLZiK_+l>`vw>?AaH-Y1+y!c_(=O1N)iU zj1$kD;21~OG1?qg>lu)37I`D(f9G6G2>j!N^46`pDtNcQJM(|YywpQv^(lsAP%h@&)KXq_Ctc{q6jf3o1yoK@b z93RLt$tA|k2Dm!Nb`4vmlQr4#+xi~w_*eF{(SJ|6Lcd$o-JwjMh|j{iSMeRTf9>duVaDE{s*k1nZ{1YF@>}@=D zhoOaeKu*bi#&IpK%=H;;`33qv56__u~NSH4%X_TA;X z?LTDWHLloTM7?F|hr7XkOUUK9_WpnWneDM|@Qk+jEQw&G0*`h18eNf#b_B?@$ z)o@rBgxpX(#?G_Yx0`;$$Q5(peT8Ck=dlM`amnzd+a>%wL}P7cxcBW+ueUE@5A zA@LoBaUSA+B3q2paGx{eif9>~ZA01eYEB3roP>8q!@bS$fnENBF@*En_|FzEbHB#1 zJW+i=c4P0S{Y=-l+Mi6`!DOiq*BT|f*?RmqUcW2p>s4F*h`*GV%dyrkZPd4f`vADa ze*|NCk9OA?pXBEs@;M)rlgQeZPPsc=cgGFcLsn5^eh6{Y1jgNJt3O_oT&wORWq+{u z3|l=qTEjY6`Qc*VU-oWK_Qv+(;FjZyo9g_D5F9s=u?{`I*BY1Z_5DQdi~1hm8lwYj z#&Uj`w!1646|b(Xi-|D3z^=R4+(`W3E^1m=9W&u$u>5UU4srefx%cUF1br}vABRmE zYrigx4~xk=al8tKW)=BBpLw>=<)2I79}n+K$~U6pX1Vr9KD?aX+17?Hk#`J!KbChI z!7sj2*EwZBn0BClFR^d}J@Rl_=?QBHah?s;mX2rx<;Hx`RXcewH7>)wjP!1Oy0FVUS6t1G&DB|Z=Qk*C1lLr0 zZ>m(^M@y&p_+=9|@p&?{0Co{I=?qu!6SG&tKV{mbwK8}lSY`Ih4gVejO z3vnHvNYBywbyPMBhgaaVvEzI3Va`YwI^G+Xr^1Wx@UBnn{&&&MdSwKB1KB^`+{}m3 zY{%lY=r3NIka>mkUFlmzj#$c0;-`<*{mu?tBpcEl{CgI;JHz=f>^Jg_xhdLGc{|%F zRKiqgp;BCB6gymw4G}Empz^6(B&3)%P+jJ`#QC$eWZ_%76DAbmX?*TchBY}}^Kvqv&Evx$%7H$2@@YfgjZE?hK) z>neR(DvP!G&^bHPTeaJcFLu)IRdpeTM>#*1j?s9$nf|eL)~Ia17oJP?ZJ~a-W9!PW zPRu^lF2=$3WIbA87u%-PRsWQ%I82V~j)QH<-^~76^7$%kNoR8R#_fX8kGxj!ZB5Q- z<<_93>*eBla^}HFcKRrcihP~QuzWLyl-ENgFo$OvZ1wW`mu0| z+3a$D`I7$s(fbSxlku^p#*a&>*S4TD@_erP0qGBX+<;vb_|Au0EQR+RqgR!EtGzK) zz0Uqs-9_p)sH@(WF55YNRoMjc7K@1n?3rjSDt6;mFdwLXsd0HGZp2s24@o~|JJW;P z@SHZcRxDe>b-((r;SdAG$=duWUK`0#v(yJa&=rrQ=N)pNtE=AgDde$m|0Em2et9>N zAFB6~jG_Gd+O_Zc;VIcpeqP2eH8^_#4~M|{nR&h=Zse%4s~9S*O<2kjK3z= zIyshO%dyV)v)>hlhx8e(ZzDRye90fNIE?4XITN)1maden>$E%GdAQbYt)8t(h?n`w z2I&t+$m^*b5f3x&Zje)5UxptWEsk{lEN&+0^Q<^%&b|c3$@ z1NTh!)wg}oH;P}w<3rw!-kamEYhjodLf zU1keDdJBenbS|^qNKRKa8-Ka67Cy4i9uAnu8W!-uRa_|xTegG zC##>bx*9)RgUc)7yl^*v)P?8c9ts&D`3i-FZf!#Oh$Np5`ayR8S!1yLE=!xX&=wg1ce#jQ%<1F@z z&unXYFJ;dL+PVK$?5^#Oa2iKxH#YpPZ6i8A&~8*+_5Ho@tgF~SyL;(hhpzRUPlBl) z{9-fO7lw5lZ%oeRb=4nujr*#{T}pp=hFG>DuVJ11MfTBTJdT&f#_XPCZL*tt4dm~n ze^#^hJFY+77aT~&WpM4S-#D?-7FYe*a0i*&Iz9;}*U=YZ<0dkPD&N`uKs-zm|I5i< zQDg2m_AbWNv2^oYCQkB(^v~ieZQ}juc~uOIr)!bAkbA;9EX;3*!rq7-v*Ekld9%8x zyhxkB^$+=SFFIz*|5Keu%3T8_v*}tvR>*BByi4(Rf&FK69geRFj(^d-Od;`43o zl?QJ7u;n4g`?JeEo;1?eT%0^l=AAHEuVpjIZVAs0{AGNH`60q-HcH#0a8TA%|HvVC z-@iD3KY!9U%+Eb=5n@z)WX5TFj$GUkw__c*v*9Hj$-ZyM+lVbM@>v7@56AOZ$FJdW z0zQ7Ea~JJC!dVyCer3X%4Bb8|Kh=k9u(#PoeX7IF3}-+W8~o>lgA>7<*a7j<1xxul?O* z$UEVEq;P*PZfF0v@@-rf!ylfVM;~fGlm1LQnA2Wt|3}VP0(*$}efjcTe2%SK`>c9D z$NS=Q0DhW@ZTiCpHx1z$HIXOd zME$eI{#%{{7$d2%o%_MKaPOnM4)z*6O@(K!w&s{(%jMO3Bjv-(*Z$yaT=6Gc* zU-22{znpEa(ch&mitiG?m*MLPGJX@=VLkGy_7~Fgj;)Wnsk>GGC?h?CEd@SaVBbFU z$(P9{cpJuNtBsw3+VWXg-{jZPd+@UA^+?X2<>B~h%-7%6R>ymODBW);yA5XXUXYm` z0he(Ybz$c@>=Oft@tM|#tt(u(ER@BksviUYmGln8&r6PX6Q@7vdyQkURJi9J;y3&; zQ~n3cb;_FBE`n`}m}u7bE100#(UBK7-x>AVU>DQ>Vl*kYCxE9OTRji z_Evvz#lvX*IiXmh&CamAitJPMae`(U&H<=PF}K|&bBY>TvX%Q1zdawnSwaqQlIy<+r)XD z{Umj>$aodD;rfl#{&BL_bG{jT9@ZA!)PN!!=zs^%m6%bA8HEGnO(f@@-?*p<^ ztLCOCD_<1bmxDL7U-buvvKhqB24|G>4XB&O6{ivTFZX=GB}~e10c~sTs86>8QEtnd zX*&en{%|0C50I}b)CP-P*9yhSa)f)$Q48+fOjtGN201WaPmI^fgWo&m&f*cSJ=8q= zq(HJSd%t8@=5Jq&Gkqc2e0M*FYf*b)xcTuBRVa4)HBL+?Vz-e1c4lJx=(Hh2C{ zO_X*da|6ex37uzP6E@+U!QyWC4^rL;mNvMZ!d7^~&`P#}`x@I$^sK9G3%M;}_fh2S zslD|{CeP%v)Z?Y>qy8?(C#&m$uLX|VTK}8Zvs;y&0MpqpZl_M0a)hlRF66CrSN1RE z1H&QUDd*acR`(tGpX2IqeJ7IF9H;yg-{bh)+UlAt*~YnHm|p}dpM<$EvK~q{Aor)x zUik^Ouk?W{JGUbA)z`1MR>8+eHhH%;zKEPru!Vd)sp5wl>Ae;f*NMg3Y<)?);PZm4 z&tWa`dn$}y*F=$Y5?`ucJAUcu`~dy7f5TG3gXgXrgjXa{Y_ z;o}{;SF-V9%F$_!XbO!2GcOe4FnH z&sgmY|L`0)ymMGa%B-a#b7=Azj-DsO92CDzh7_3YBt0x-|2();_@(XmD_qSY&!1$Z zt)!6i)QOvHfb(Z@&`(`hC--327LISI^9Odu`xtoo;U_zgsblzBzEtpnEDj0lb1qr|OimvTG45L4y(fODkaCIPA&#-4XEY|Mv?e5v)AbS}< z?QvXZyl-ItCrnLX|4JNo*KZ*G`>@G4$hL*6zjpFe$lnor!~LtM6}$K}3cpEYO_q39 zy5ygX-eT)Y^-o9B5&XG*oga6qSWC*ayTg7UJ$zk02fKA)(Num|$;X>3`-o3lE58mO zBkX(P$G9)NLm1|%v;z#S@a{S_JWt7fQ`SJ)w%V+5e1Tl>j`tO7)Qu+VaD1f0%Q&-sInH-??B!*_0}bzT&nA2b!qOUc+@d5fAT#aZ+nd%_r- z!~VAL{7)OXA>dAWX@|SwY;EaD59{k$pY?Bl_MO02f6zBi+l|?}<~db8IF4 zGP|JocUrCp+?MVR~5kU)ml`|3sTPG`!E0EfNE8g&)g}FXQ`H#91?C=bG!M*1E^y z`=Fd(udMTZ1e@B~-v_7n7vgEPYo86ZAnzJ}c^Mb)j!Jn5BF>tNXBSBI-H(5<7omp zuaSSV{f0JkLOy|S2k85#_DjfjUp?yw@0YOt!;bd!8>dBvha>1(jGy=LcQik&!O1$y ztMA!GpJ?|n4q|QP+PpEH;xcaI_};p;?*q5h*0>4Z(iLs-_AHxvt;HSQ3&?MwzoX6f zoZ;Fqeu~a3;m|I>j-0S&n+IpFz$e@{RIGWHx0(xSks3T<(kK zlgT&L=R3#JzZl+({w{dw2GetF62BqOhIgWK^I5cE@So$K*(?rOf00^nL9eLbqgGxP1ic+S@Td)N5(z2Z?)SKmKE$WCXzYqY6hRN8*NGV z>Bi^1wq3}bNN0O<$KCjbC2gHpgWJ0dN;{FeP2rEB%@_NNr=7?yR``KVad4`6*xEbV z6aVLEzewB0{I-C7@?3nFnB)6mqgrzlotx9~lez-_N6p7qsT<5keaYTc|MBqRJmluA z3Cs^@Ydw&RWXpyy_QgwU<>IB7U+dYp+VdNBY)Ggh%R{TWxR~Q#ZKzObcfCa#yis3Rww$%m<~|D%$ax zbwkmX+>p!8fK6V{2E(aE$DUKlpLu1d1WC#-(mY#`}0@0U&uEv!Sb29*0|V2`I#_J zuUIE(w<&+(DZhf>m%*`~{R!ehS+cYKFIN1Xm+|{M+wR7*TN8yfY_b#n`iqk(>i41l zME%@WNbBpnjea*eZ>;S&aymGF+%^NpnV73{JP^loo%g2O`Zip$$Ms-YE>5=9*V-p~ z10Pq>^BMfs2*pyeHsz1{+HI(Ocjy0zhm+X!hMZL^C)HC@GGv|cgXo@>j#0K4?%~>zv`a!mL)Gy}8 z*S)(kQJ=5*ySC!Dv&=`c@o^{r&0+g>WOp?VGg$v&(lD@a}0W^tOMU9S4br@p9xs=hO7LMB7<7{8^hOD}4KnM=@B!9UGJ7 zcG{ZHRmt< z7MsI0PV8wP-cQcAC$EPwagaa3xLltpI2RlFX4*WAi!X2{H-z^HB3LuNkE{>!0c7pW zrnku1uAl2`c-<~ZZxSD3IzE73dO9B>H=T~Zt#Fzd6SuSN%Zht+?2;S9ec^Dun0^ZT zg?uLFvn%v{m`?dB_Fhr3JvnFNdobAz$@zrdaEqvq<7fG!6<(N6riHDHTszmvzzaeX@SB zooSO-^Y8iYV_fvr=6bS1o;pRl6U4`z%8dVH2f7}CA5XEEjslPD$(@(=LK}4Q)=Ikb{ki15TjSjxm>S^Bnjn(L;;Y$k7Hn;LF_7*69XGG_9@+8yH>rXd}#;sW;Sb3FMty@32CD}0+Hc0W*V zy%yGE#eDLfrpI`QR*?^TI?nk4e0n#`yJ^F($sYQ&gC*Rm+(EvXL*8t*jZrT*r?KrJ z?{XZc|8M#kE3te2=>z;hM&3>Tv3#yB{E6RjsEzIWZ> zUQ&82TfSt|Sa`N3VZ6MxSDBBztN8o*ZIRl1}i?d?6HJ{^e>03nJ zas0Nm>rLONMSK&BNOxtMBpV@Th18c0C$ylj;Q~NvY_kr)mI_o2ttPRrs%Ko7H zT*qN7@na!RTb+CJzm*Me{0bXF z&gGAIBAdi^QJ)Rno!?yR@r(U1dRO559%HSs7&?die)94c^ftrU>vG%?;urtnetGns zYYe%doYdF1-Z1@#`~=n^ux_L8_&W0n9zqNqN`60eooZaC8vhOPJkWT%&p6)CbzU5DNKo44ACKVvMN31et` zhV|N`?4L|7Uq&axbG`mIsOx9X=haLDt?V#ld*H?>lYi}*$L=P5Uj$1BB} zc`+MQS^KWaM7A{~>!?0{r?DdcD7U^0Ytwj!{T|}zIP$_;f*o=1iaFi*dXA4=m!>P_ z%$Hn0bt+tMsaybssM^f#cZ_X^*i z!PgUpux6gA{AlsAx8v>Q=V|iEkXrBNsBgzM*L#I~w_#2R*R^F%)}drPg8!L(cnf>p zqQ^QT$@JY6mWS}Q+WCAq`Z|9`tk|d4-SNgNJmV*G3;K4@uf)?w{mkRqzl(#YpL=C; z=NtU69X+lALYzm&Z$@6(iOfd){5c*rB>PhBm*T4zS?1yBboR`pU%t!F;8SBLAJ4B} z;q^}CXW+wq*zjyCygwdYV3YTw_t<>2bp*1N^=?QH#w-V^ZFL-{l|u{rOKlb$v1>+5?k9p~Vupf|*`_zCOzaDOwu zN1t`||5f>J_+M%abl$DH-YnWws(-2y8|(RKTr{S09GS;d*lzzLd4u$|kM`9Tx8Xg@ zGT>~7SA6Hp|8hyVHxN%G>uI|0w>_lY9rUll%`~zuhSB_x$s7=}S?I*05q4*9m63`Zj|@U?cK?M<-!(a$@T z`dowuc12Cu^`3IE9j}7vb$C3Z2>0+ZV?SI2#q+cyH@;5J`H*h@NIqrLkc#^b=E#?| z`;3fMN%fC1lH=&SiGR$ESwGuV+RBm9CY5R~i*By7zN!%yV(n68@2dZ%Mtqa87#GG} zd^j#@Lu`{(%cfy`Z*7}RPRyyeZCDsj`WXYsM%umH&pMiIPmy;DTznEuvOfckKk3?t zJ<5{7%l`7zjp|+(zem#D0zUG}Gi^AC zhu3*0g-&r31v%$wE3TtU%&`{*{@JiQyACuTnIm$~1mh86G~B<~)A%{2uk~+Tb?yky z4U2z`(Ts1Om(!oMHNVf2SF+7QpetCc|>I<59K&Fqpft_hA?R(S_`_Ml3!d;{kc&N%kH{_H){}J`UeS zMtmAihBeF~{b4nCl<%|WC3b|k9#JvQ#PNJGQ~1`XTcqC)>TsP6VZS*j+FdzpMOe?> zN0#|G`T{>M$ziwh^IiP(3(mj5{SlSwyQFDbyxh&+W%`cPb{t(dk$tadjzPjF%+LZE{C4uTuRFiP+qf+~Rn5 z7=I$$^NQ$M_P6O*{pK;570ThYke8=$2=7Z*JF#f{5r~G`p-Dp3B-WR;n^({HB z$;%zd4msp)=lj4lqQ-YAxcXh+nPlFEL$cDy@j=?n2<@CdV9c(=M+f7FZ?k*l;&r!$00uI!M*{!->@sz-Z;vq!)6>7iMB^Op2x0h?2pp^Tl;SG zT#v=4_*U9q0ei{$?^aB~R`wPQmXxxNeEx%hnHNyFM{)di?pN7KqBw35a)lxoQMgE`8Z-l2S zzK>cvu=0x#sSzpv0r{Vg`RMu^=TDMFmOJ`LCXSzmE1 z*CrcQ=$C6!*A5-&7_9zt?R(j97560LOZ|+Y_)_+_WyAV(8G}(+yBq*>LpsHJxffr2 zV2sQaGozI~!$;i$7xbBXTwnjK z;Tnh+zKCbRG{6{JMdloR$%sznpLZ(NwLthzG`XsxZ;hOwtcl}I)pxYNxl(->Cj5qJ zwgVndg!?Ew?I4%6wk;>~M10&y|0H^U#K|l;oyU8VQPTT5Irorzc3ouAS2WgtzU$B5@ctG)mym7j7q`)QtFoi?83YeZ#ja#M z==>Zuv>i8c#!H`{{-{oxCkR8i$#%K9Y z^wiKNw!^*8H28WbJC?C;kg}cYyb?&xA#{(dTl?F-9qX#!CuHze@57#1yY@c?_SKFr z!oA+Shy2x94mwT0&H2dqOCKRC*d|WmTG-pL_jh`FDQ|9`+Qab%>@oL6x7Ye^$2Y!W zHb0C_*E)ZfoFBDWNxtzGy$y%8b~XlQ?d89hl$}A=C^*{d^DCX=xm2FhUo52iM(==J zO2#&9KNKg=!+sIjo8e^)pBzwA{Z1gfj}UMa&y!M@E+xS4*lyH zLw#U7RU7NRVkEgs@Zi67!XE-hjWue~4nLnOH>Z~ykX67f9>Z@NglnSMd-X*PF4y31 zF}ugx0w<^V_G&)4x3XKTl=OxB$GLHqi^oh3%FUg{I>z!Ty9Na9u;b^+XsqX>0ZJZTzG@ zd)d#bt$w3h420DdEyMli>@n9AS2(w}%r24(hl;`>yq<>p-ror|C zeM6l$cRW_#&*@$La8&lvZ#B%5LSKA7;k=jnTVRkkqI+!Z>%8NJgWhBxPj@qNT2`v} z6T@00c27S%n}}=m{e%2b_WPU1s$5zZjMtBC`9|y<0ms+&>a$B=97Wzrymhx9E#LEX z?s;4I<~O`=nK!V1Ri9Rl+megpx3c-?kdO%z`xzWFCS3k~l=#o{pi ziEq!>{x@x|*LOml@2&X5yj8%T+)qCrm1pRG0Q}o)-?z?lBs#q-k>4esTXz=A**q9m zFT?ac8$ujh3v)wjmnm$#psqS!WZ$Z{F36v(tNyWg(UN>QKAL8mOaBvmje|sf2{|Pa zd+B%lgpcI6+UoC(#qK*q7qO!Sdw;er6zj$J>`md^KllWHo56FDK26A5p?qt4Cpb1H z^X;7--=-&^H zZEzA~|Ae1UlsBZ~B{rNuCJysPbUkAmz>a-z?|y!9x$~>ZnyhRI97po;B=U||w!eN4 zs-KQ$*Rb)K_Df+N2oJtfc`T9Zs=qJ&j$F|bA3yN*hA?g-78~GpC0iEDE#{kSIGM-s zrF%o+K2kOerjshZpD|bCwp@>I-X%M%x5Y*Eeu4PRuERy(zLDRvyVkzB?P2Z1w?#LJ z!@b3bXCldi_IK$o*F}?Hm;b`=n5XbYFWF|=`r?Owqs29@k*#t5Qg$Lc2C;3V<1y@A zgGc!#-AUO@J{YYn`||HkO7UB+Eewg1B& zS`-iv2}K~TSdl->Ia#QGU&BF0 z+ztJ3{@ai})8YIc&2%~2q|x;;-G|US2CkX#ec-qYy~m;-%XgPHEPw7eii|JGKM=m= zWb~|6>%hYJFZ;s2pSFeM8h_CN=+=YtLNXh*(_hXdrzOl&8>(x-;!9)WcX(D-*F%2Y z!;VpWa)#~KfqsVo{tw{qM*e>6?<9wf`*;VjRGZSxV87dTqphjUc#74BLQa(}oL|Ey z&7B_zj~puZ;k)+sLtvZ;+f1@x%9_z3=hB;|2NZK`=hOWZ+14=0_3CeUUiT-S zFX@lulQnSEO1~Tr|J#^9-QZg!dvjo9K1q%3%or&6tQ-lCEx*}#?#@qYZ?+~3U!yhm zM|8!5ZDZjPr+5dx8{_yRJ|B#>T}{2<_s96;STVTG@#o}hCl^nqLkx?b7XSag6WY4^ zPUx$;k1HtZA&{>VD0z~nIfb(HN(OGqkgm4zwdzJkxtIe_1ip9O4`4HNXNoy8x){$` zKwV5%7t~V>q}$0o2WSN_Ocuq<T#g z68C=+aJWUo&f3DwmJE&l;(NBF+ONUeguGuQ;Sw}%AeMAwucGS;$2Ilp4}a3xH8)Sl z?qnN)z9hFPdC#GJ39f)~9YxiGzK}S{ZjPr(1h!_^^1;r6`Dr#G^C_;{TF=M7{bzFWew1T1yTWqUBNve7OFxd^CyQ-XiB`xYn#!13#MCP(3sV zFLLI$BoyIXN9G_WPGgg5E(r(jksi#5N6~I{EFe=`_~6KK+EQfV~TSa7B-?0fuZD+9|gAX3?kEu@cz>>TFu#36s5X5*h4Oo`#ie zC}w}bcrf2j$M+2z2cq2)&dVFCuYAJYn()LUIzb-nX#YO?Kk3_mUHlaHvj3f2b`^Wm zHxA}2`hN3XPW+;zk{C_)T%G>^N-m#oa}jYeL&uU0wQT#w|Tl`y+?TJV-(Dn|$;fajH`)C2)O#KBHqCUq5F| zP9X16+uz!+*8dSa&+7l2e_ONjf7%B-ZUy&;o&bJpjNPk!XY$0Q+|ahb*u9O<_^~{S zu0C)sr2jRvU%+5e$XxM8yV*`$y!;ngBXZwHdj_6|#YrxOU$lwG^V?K?x8Ym6<_?qN zOSP>}7JuZSmdcHy3k)0Jugixf{J)gXhM+$K?P=_|jep#+h=%eD--IWn`T6Xa1jA69 zdQccM>E>vS-J*khIKJ+Q7_fGLF2f9B-t3 zTiD{dC#TN4YQL7Oqiym&PS`q!O|kaxjY)Mrth(}D`I64CnoD+MQ@E?QI-XtVL!X8G zx3Wq3H6tTFfIVW6OcI|>VN@TguW`&3@f>}-%hQ=~-@;y3%;AbXzn*+|{?n_pJxWf% zbAatWdDbb|fPPJWlP6(u6W-1%TA&|or6yL%MD~xWxw?aYE?gVqWn1+{!4dX*$?Y4_ z^|1e}=5C0Xp^wG3pf}&wIbUYo(UyGETwkDT%U20mYH_j(3|H&R8m)Ni)!YBMu^jH4 zCU20VZpS;=uWddeyVx2=^)-BaUGyYtM?O;nqq7?QLlVDi&gMtyJca(@YaGa^X;R+(PWub1q$$x5FY0Q>W z(CkO=B>h&tNw`vfo{oOz*Iyeg==7<-g_xAaY-D9$JdQT>twwJn-?1}cPq-q?k0etJ z!&hsOtEjZI_N8pvNo^crUGW-TJ}nnC`t{2tzK~x&Msss^aTA%p!TtceVpHr%mU>sP zJGqd(9lf3O)q#d6v(zhAf!`RSY?%f6lo5NfY-oVcf=Cf_=`@ga0scn#0Hcaaeb~PM5VpHeyNjkFEJQzIh6cmT-$lbd}>z`K6`UtW5XD=zChv z(NUgC<_NqGyQfc=$ZY$?Cxd-fRm&*l7~&d-2%h`yBjW_;-JOqy zu?f8GYSk0f*w_kRa%Vrmb0VKCWZM^fJRgS3LLYrMQ2-KPWBXoonK-br|%wE z)b&Cv!kk-vz=nU+>_6D`9={EP|BRYD*mSZdSrMjF8hnwVJ=CaPHS?U~MKGunrJPE7 zJDw~Tj;nhEN&gUd?j`pe7$@VO3|D7#r_gyY`zGTbf#xwhA2fJ60y`h2y`4XS?mIGO zp=loQlYNzS`O)HWI{97s=4W$ajel39|JNmcIgrc;@EB9sO88nVQODS}kgVSt*}Y`> zFFl2^#vf%<*gmnTYl)mmHo~`}arp&4IJ1y{UHEo2@o$FbS+rq%je+q${B3QMKZ;N8 z#aof_f;&m-N2%_lW8ql?wt?h)Ozv#H92GF(o1#BOC*PBO*nho!dv@JJ$0O)B5SxAY zq7S+^^li%i*7*14gISIbMI(1p`jeMo91X{Ba2U7Y=~Ve7-)w^JZ+moEZ?eyYaaTSL zc|~qqWB&#AVGg)Tj&wC=?6|f0$#{b+ds=;7hIY5QyDIcHt9$Z7$L(|n+7q<@1A`nZ zhVjd4aO_Nf7>9?{y(tFMV&^U4F65K^PeV=K-T7|zVwEft=SggM&+$WKzG(jr{C!|( zitbV}tQ%5eHMyA$ayLGVUvDPwaC{p%K7xLC*ou?kIuYJZ#_@P`EkYa|&rnOoxvL$X z(9EIlTz8)O>NB5~57-}%M;?T?`7*Yr^R(Y72NpF{Yrb@{_0>_@>wLL6{x$iaSIyI2 zTkwOLQ*MPy@WX*<_t4+bzE7?C<)C6y^828bW67)Nf3Ple9g_TDT{RkQxDNRW#^+%T zm@j7Q&#-*QU;Xi14#&H6t2<>odv9N4zp_Uh(nqbw*0MiTOur^)SMm5v-(EFeEt0)L zuuE<621C~1d>?XQ3%{t5s8N|aUFpmAt+kD{=fn70@_%w%qjv8M$PvZDK zya8Dx?ia|{{GbLmgPfm1-YT}0;9UmOEchny<-@j7WCY(%r0Zh*cd8}p;dukDx%~L4 z_5tLy<(F&eHTT47LuPyw7X&-WR8xz?$=cTWBJx_`xr)ud^UEu6PN9>`?9BeIyV)0> zI*LgFQ?U{J{~>d2_N`*QumPR-pxwbX#r8)-^>tpD6T)>y@(o%!mHexHvYatK5?l6{ zwh?rz+m$^_$?XACBRam#&Znz^jtlk6y=Zr}dJ!Hu9o}j!ThaR%x&iv(D#Mz>xQow4 zD<_H@<;b<@JF4YZk~LMIIOZEVUSG~WOHK|O`eZ-$9z$2wmaxho5C6>H9v$kXL*43oz%Ox$S{|sx9eZR zuWe!3l+3WMy0~8b%2Q!28ZAcmIol2=yS;jG4jVsIKh>|YSKZqS=)b6WW7+nTdb^mM z5pc<`csqKnyTVhG@+&nhRGamLa_W#)UC;VDWc7vSxo`2S)e@)o7MSBHZ#(r2Eg|%ZbpKs-CN^W{B zeQJ4OevQN>JdG&65x+CgSQ~|3-YBbiR(v;sG5FS8k<7K0I2P`s`K?XOFD>KczX(mJ zHR&UcPe=a=`(LK_Qs@0(SVjMJ##U-Sou23L|7~x+PKU#C8C%SU`6}WBOL!wXTvtVC zLp-ZD;Cp-f!o9$>Ih|u_)lobR&XhAf$!HDFGvs`UZa5#E z4)<4l+JU}Yy)!Sye~>3$5nn~i8mp%O!G^3IjNR*1?88?h=?rmvR8EL-c;l>OcY1}k zZOQ5g_nv%1UiBrTYr#a!!#r4QUGoc;@IAzqzWg$pk8|=~)pm&dYC={A^w*$20{_+g z#Gd40Smb(kscoyeFICZAN&lo;wLZx=qhF3jVo-hAzaGD?LvEct`!A_}$t$dnlHKtB zjkgBhdUUS^kGhaOOh;4W&NX#$KK(1BlPBS;*YrEO{{yeM#v5wCNbYwa|0MGJ!1ogj zJ(gHY=)af`-yrij>-P`Y^cI_Q@@MmTMwWcaFVl9K^F7JGUS6pq(J^9l2fpjYaRDrH zsxa=7bz%NRyY*ht9sTd@{0M$?Q&^LSYnAFgZ%?xSab6>z-T9~d@CbYp@IKz)4JG|g z+P_aOTgyGz343-Go;Kq8ojltPuHPD}`v+MQK3I<|<2vMZ{veruG+HzHh5CEN$WzsP zUzi4yGm^aH_^2DaD~g%8#8+xts@{zu)B3#FQTt7GZ-dIaR&2C|dp6-3DO__GU+~qI z@Vp=fo5DDO52n$l_Q%Fd^0%7*qj7^L;=}Y3wk?5cxHxn+R{1oW=6IMswKZ!+-?sz& zGo7bRN5G^0B)ik=&EI^Pyg9+KecF^==G=T3AM_@BHFhkrHds;rQ1Zx4m!g}e-rq~l zpJcCRyQNnBN^yD<9^*PPKNoj7mebJ;bl1aSJXZf`GKrsdwV4BBamyH_@NZLcejvMzO4C{c-!{HmB?jYr^90<+`E!0BG ze!REpd!Fw7v>8kJv9>$u9#79>`u)3o)T`zTNB!Txx+D5y=xBn5zYFKl6J%Xo^TjnB zhr)I;8JCOeJ^J48Ho*1Ed6E+5(;cs54!5R^PsG2od}&+rg|F+SbIETIBlAV_DVkpT z+*`=LC2tS%RzN>h?d@!D97KDgf7Cv9X(9z+(wjxpFBwm~M41Jzx8cWQ4WB=e5et z@?LSdhb{lmr4EMc@G{hFelOTuzH0x4eBPM8RqO7@%3pqs2G^JW(%Gwg)Q`P~vS)oV z)R-`b=SEZNE4Z`^n;(U%lRZD@YFsj0|0eMKR}8;*{yZLIE!;~?3w?c^uOU}%gRw20 z)95>2?4Odi{E>DQzbTD=seoO48Ro-qk2rmX&(*c$PM956c`#F(bz3}_e=aANP1$_M zS1+l4O(6Oh=8c?>;=|v`e3TviVC$v-6x#@Rw$K*VHyv#|)x9AO+uv+5k0(cIvpy>7 z&No1>UKTrwk(^J)z%q@^=*mCvnFp%5$9kq3^ZPn~kzeRfmKlqCp?eyhSwS{`p9%*% z!}>NlkbNtYzYbgPvwu=e`he~`^mkJO&LU$I?N5*yVjiv`E{1)a_U3qY;_FG|cjnV0 z#aFzF8SFBy(_X$5noiC{HEb;Ujp}~M3hf@+p5c=v#=uQ5!BuRb&srzQ%+F z)wE(de~i_)*wzE4vz>3J?@l%EOR^W#md{~(+iysITjR}mD%eqk@!bN>&W=xj!T7E2 zJ%u&mMz!VZ`M33N&Zd_7jh8}=i{7XA2R>b&5BDTvWjSsP7AMlNHM@>L8+=Mf$^XSe z+A{KPVB2-D8-Il{m%m{wy-((r^jjOo|Dro{QFRYG{PJ3Oqb<6FFRmrS*ev+F7-)R; zW|usQ8q|k#$hk#(ce?M#A8K@aZR$_>6_Ug}9WUg6*RSE(XY!2gc(g~LdljGSp|JK% z$HOw3+>7hgTe{%^f7#QqoDOe{#^+*1DtK3yN*VEgOXB!9y7PR_QdNv(SOHoBs5`7d|hWiO7g*e6%W`x>m~ zvZM=Jt|Bi9?Y3{pSpmK^*n6DzIoe+51Ny^P4dGWFGHnt4(QbTon`^fV%?M+?}dc)gp>`h>bo7u!5eOZ2+<1)U9$Fg&(wx)2HJ4-np z-;Mr4$Fpra@%6FhL44u5FI}0;$&RlxHtwS9w}e|y+o(s!x&u_d{(W{x*ztv!mNXfA1}{;|9oBOB^(!PjUCF)81m z^ENW9lgg9q$t@0GueD)zSjaEi({Qf<<0STWqf1=N5%9fd&u3BCKdYZF!Zkto+9|ww zRt~9I6X@^C2lMDX6V2x2uSjMGa_)g^5Z@T@pLuH*Nx>&i`w!pK8DMsvF!V=HgkVA5>E3**$7KB?LVWF zQ<1e++)%6L-!LY#J>-`D=qNtD8HW4FJz4(@^xHe$%=RM8{p8UsK2bNq*T}hg8250j zUKPvWlAqBhc=nTHzgcViq%Gv{WaL(|gXZv;PLp%h>q~ z-Ot;*?~@&9on-wTUBIX2v*Z%~I+pzP$z6pHrWm{CiEynEso&*EB(=TCHByyDZF&pKFsJ#UOTUMgFA?)idV&DLC5UQOo20a(uC4=jreC?T_{{ zTPZ#r@El`*5?|a4^9N+LX4ANUg^ccUeM9(1!+j1s8DG6bRvVaG%Ng@R^c0=HZ!O2r ztZQReV(i6_l6jxlSsN7hssStE-NLwAQ*KOU(?Bw|(!LK2t2#bStef!*4B;z@e0y!~ zm6da0IuG3deK(OE=Cc>=U1#Lxk3wCE-*J91U%eqVzsrX=+4=|!)}ToT^g-Tacyh8& zV8<;>s{2iaIWXKiiKpnB3~R_S`JD`L9%}M9_V8h(=H_sO^>j*4W`0lhM}M60uq_!w z^dDSXe(fB=u@W19l#lPjuo~Pj#J3tR!FTtgy9&*J$T617C)nrTMPl=4ImsB^Mc%9^ z5BMW)M(#AU$HA~WyIz28wbVsQ=nW5vmM3BO=k z_N!HKh{U-3m(7=w^Iq7?xq)bYWBaWC^O<;+Q{)VMr5wy|hR2#DTY~-vat=W^gC1iq zKcAjc98aQ4Y{GGP{!u)H_EB_)nE%8hd!G$m#FU=+RB`-W{F?LCH2Xrox)JJe_0Niz zvTrJU=c(iS(6NN)c`&4>gvtMewtzPri zaorc;XhzXn`g#ne^mX=`r_;~H)I1c{f$`<|jm2`kMee!LdmTOZ)R(_svH`q%pc`gP zTo2nP@b<^E7Qd+N;f2ibOgj8%dU?WPbqC#!@3a*U@Wm4S_QgB&-ixmwQ+}jsbkd9O-<4PA<6DUC75;Eft0XgH zbMlrL^`v(=>?8R9Fgore=QnfPS7JOsyK#_@;p-F0J(wS!;j8V%?M$|;NdKec9?!o2 z!BEPNM!N4=y!@A#V#m$sdKwRZl^?KK9w$@ypc6YjR3pxV^DY?fFqfT5$G_Sq!+n+b zbh2NKu0`;KIGu>@Zaiz?pGW60_F)d$9|rjt)(Pn$@UP3xyX9EZhN|}G?`hi$j(uzs zwSB-J=pxr|$$|X8j&tja^0lysC*-61HRV$J+N0yIvaPXpCp_Q5w~g2|rTcjpti8kg z6yY9S_@X1fjD0=muk+_*?Q4?7x9M2F3?tuTZ!^coI5%FxGnA|)zbrNO41PF?jAmrsq86oijzKFQ!@b1ljSx5TzEelGLAMy)cygM;HI?t~6=StJ zIhdS~!<}IW$J-5D{!8b>$TGJSuj98q4A;_O%~h_0W;MrR6wL{_NALOMyYG}NFpf{w zca>}S8`yZd*qz32(_m@`|D*QS#Nn&$>>BsN*LTeJd=q+R;e$IjHq%|;Z_UpSpdUfU zw&cjQVl@3>-Vx7i5geOo>qGZ2+a>G@`DlF_-)9_ci0(DE@J*PnbN);F;rl?pxKz*d zjM*~W|Jjuve!|m*kJPyITIpG#SmeFW5H4+loxj@zUSqTTiyKr^?Gc7Rht^-{cQlc^2No^)<)S z-uW2qav^hl9IXxihPCRe^kTaPzhLRS7d&K@@-^=x7NhaLjc2Y{7|+pMcw#u^T(Y_L zYw5lc?J028^*tmX2IJ50igD_BUDSt93Y)mZGmJGhq&vXl{#p7hUVg~V(!Vu)@--I6 zs2ds9kHwQ{Ti~NRe0i0wYW@%Tz7}2l9ogr<$gLm6b{qbZ&&elb$?5Djc)L2^jX%5F zZWg1>$=#}E?SN+wG<0QZeY$bY+^+9jc4WrTc8>efm(#;niF^wGdS3E(IvhrLQu0%E ztQ<(+G4|FZ;n{oiJsk2ec|60XB|{dhqF5w_VE_=>YcRk3st!>naY*Y{l&ZkJvXaYZRnW8XX<>i%yuie z>@L==`67g#kLWx{y)%dB6Y6S=`lA*_o07X0{>L4|l*1R9f5R_88~hZGr^ zE$Y?3?`Cc2G{3|#pN6ql;yG1}`_%lhDID$8#IIp#UaS7Ww7f<8?eMOo&3Z44#cJ@{JEdoLPuO|m=e-T38DIIUsRt=XZbhOgYyo@7`bmbbz5aLu^Hvo1Mb z^64RDwp!rx;vZY-9zeMff9gwaw^q1I`&0BZlCdIQGRupMQ8`@fDOQj2;{o#S33QLba-RKj z+QdI|{h4h@_T6l_5k7UK5YKA=krOJ+q$#$M0)pc z^j@8JRIWvn;6JbC*E8{M0^{@gw|6dovn%-|q2npM)}rx&bbbcU&2(K|_mAwh_O?yQ zxCh;mS`?Yri@xZlk#l<8T9~eR06x~<29N<=GSPfx6(%PHE#0Pjr(Wtt>^e3I>Oj|wb4Ju zpu-yn9n1P0(xopS{E$>x}GO zw0##x__CI6MsebEIB-Yp5}NKq3vc|n77Lh@Vh3-7LvDn-S-9T;)7_k zwjqx1lnWii;vVsTjn9s&sU>9H4gYuA$J_UZduM(Bg@f*RmT@}7-gu6-uP^^~;$C#; zXg^201HN_Y{(%+ErR+O{yq)NqZd_Pvmg11^AC7Gg!u}39UGSYlw`;Ys6F%do#^T z^f5TapxCw1vst`{ka3RVU+E9?*8%*p2l*q(3URv_O$*1`!iP)Y{mt&&X^6w$wd&qW&fc)jiQSWp z$P9lBm6$WbFJFgy4cY2w`8m6t>{IC>H@_RtO0dYUXt25`SId$gj%KU+9Ia*Bi;dQQ z@tW>q_953=zPw5fH?_YO_S@+{5dHf4ro%W6hEMqPz=E zVkGCH<}mSVWL;FgW_<3&uEU(~0sD&R#5e0lwtR|qMGseamXfby|2ZDME(3OcE6x_T zOngK9*%Ebtr5W4TgYV{s>N|n#%(`DxwjE`iw+b2N!2CYjY&@;dZ%qFv=Q~(m)c9?#PuSiaxcuGMLG(0%MC0*BXS8e9CaPK4a zYe1QNP8#W%2%oqWpYZW(^qXJGJA4^^l(v1HTfbye;Mf%32yHjuS*ZOW_)ca zpR-SGjEtLbA0l$y5bpCQnY{Z0?(5hw-urIhOJ#Ft8tSNPg0w9fbg5XE)|6R`kf&sI z)HXz4C;1ZU(rNI{Bxfmo3vC<2VcduJ57Y0^v~O5GW_HB$jBNupAIL||(V8E_HG8=t znz-iOFKu^NUs~^_d|nKPZ4?{!fC-*(U$Y!qtJV?aV`$+hrqbU9u8U( zw!a-)!{=v^+0^)$VEyN{ets5t%h7>IXFd5fyJqc5 z&%OM26`lN49AEPc&3NC|@gR97X3^(lOw<0f<507vld-+Ert6sWIyzsfxnDs)ABXoz zlP>g*9*>eQ|Dx}R?oNJE6Y@jkzj099P3{0&JL9?o zofq@h0eIB7H27pd&HYUNWm`FGN%bvA8S=D~H3WY}z40DQH=V_;aJ|3>)3x<-ew17~ zlKpq_;bnC0ieD}#55ec!Bm09b?TooPUG8~go1?vvzT04bn(tbmI|JUoF`2Yr>&~_s-~L423XXS&tp~bC2Uhb_9PGc0-Md=H zsHxe1)rD(~lld@N8Xd_l`x;=?~CVJ+IHl>PP($XAbA* zJ=oZno+tQVAUW5F=XrJa0F0|)av);kv)cMPK3Dr!*FS?(EMQ-O;Ycnp&rR2{b z|3Z4Z!xQYwt=m7=pYp*?=UCi))HZj62@9Sg-u(KJ(8T(ux`#T zay+~nnReGEf8uk|91XAWT^`EM);jq`_Sfsb4{vK&8_}x=$=dYLQSwn@eHXsNN{zE} z8#v@&x+@GHY0L0F(pdchNPLl8nD4y0p5Q-qrdmf#5T|}@>%)%c_~aorFR^tZk8RQE z>}7Y(Z&~VGU8$ZIp%1wbYD27M#Og#k&(<6!v5d_b;a*VDq~`r_KDdd0UgS42f~fIQZt&+)tse8NBT9{)UG&R}2u4j*)}sm0-5Zn$rsn)efPLgo8&V1ld4|Ci*^n{-~xelZR2 z`j=uD%hQmv*~ffi{6<@mH;)|Sr5w-SQ^oGTulMPDevQ{=vTnI z5gEp8(p39h_Uc$M-f@C{T{Ln%d;=JsxfJJVx6TRISV=c)p{wM=T;oliN8Rn&pS{no z6ZvlpK7K4>LGM1PZ_^Ensx;ehr;M+8cz_+$|PjsvYvHOw|hUs ze}Ojdv?iyMbv4_L<%=7%HM3tC@8Aj@C!RKi=QOf9)|S5;`Iz@gF3>KP#RqV9C2M26{F)3U zdlh|G;#nQ0MX+`!%ls3wJ^FibpUax85HJ7d&@DIJDQglHo7JkENG~Dl95QCm^#s{+ zEPBaieB{;#nfW!uA(^es{E@Lc7US@oKT61WSDY52TT0*b;1B)3$&KNT*%l9m^L4ZX z;XBft@`-iH3yswe75GQf*ngV--wzdRxmoo?1yNIjYZss<)t29EITyHb22~FOwI!kV z0;FIhJ8D1N@mG>wkqkFv!i~&C;ETgJ_$CA3r6TAKlld>XBbvtptBPIO#J zzTn1JIe*CZjX>i<(HNldP&8N2OGY7~!b^%p zKLL0g&2eOYjDAD3x!{at3qNJMp}F5gy_zC*lOi;-q57-Pu;|Pi^j%l;;V%D%ML+wp zcG|naHEEHbN$q#6-SP)2sFFZVtN5V0LU*3S> zd4Bo=P6ImpRcm452{+SHMWk4V+&=JL@0k2>5g5G)`tCI`VE+VsXOX)F zIjtn(wP?5HhxTaNE%A3`3fD}zV$hcSR8AsSdl6*FmG~9*Y|IZ2YwyFx&FvqR=r_qZ zi>&C?nwO4XP)y?^*tj*`8_Dgz#78^u8IW;^%l2@YoDxO6Y~kVj9(*!`&a27igK{9* zoyE8p8S9a0krEc>;o(U16907L>vtXBvB(QmY%_SH2k~uFuRhQyES}0c(THs_$~JT zEB?>$SRjO(7^wwH`ia6YNkObTz8J4u$>nyq8IoDhhrhWG4{pPQk+KaufAjyBWV(qS zCabWx&Ysn`DxKTOtuJcTU%sWsIB(|o1@w=gEBSbn#cX8r;rM@L|7>lK@>zSd)9D^T z&e7yOM$WJJTBGSf=WlTAFJ7(4yN-;#?GM2#Zwh%CUg#|LA;kK7Q**QRR%J;q(S(IOv?(bc71UC74g!8p%0o6OfuNW1XU404;(Ws#n2C;o%j z%tzryMmbcDyy4i*i+oQw?}oR4=}Q>ybbfB|8{O(cF`A4g;kQuAPKDtxbm9;m)JMio z@iUta555~%{j6zNV3q1hva`6z)%+~}KT&S(iD#79eaq&5#BWz}FGUxz&A5(^w_T2R zjJ|KkKFRrbwWSsN7qcx)uwg-bo?5j&jK`CCAp1`t_j#D6z*`rerE;{r3BCy*KFde# z*?T6tO8wu|)2pzhWUPUHOSW8%M_z>aCHWuxufhAYK4U&T7}hoLTtyatg}*?^pC((J zQWqcL=0SKk9~RN&Z#6gN$eK*n7VJ>JqSxsk&OfKoFPD=T*8SL`j;4Ey-#q)4Y#nAB zM?aq@H&0At_@3>9>1{#&O!{`Kx#2)wm|yo7V-tNmORm4gA8-_d@jXuW z8+_SU&h3O(txXo{YbBRnXPbv`X&?AMhqVcxT9s#LMq+ScDD8(*dUJKhJSV}Z0q3}i-vE@ z?a2Ngxm%MNZd?Q(g?L{nroX`8L2|h18GiCCybw`-XPk`TA2lsHU0#;CVX zM_&%J7XnhXu-F5pHRX^C#Pa!uXCbYLmmo&(61nZy8%Ip~sDb@@AN>#Wz+?MPmG@_9KiT zzKPVMaG_VeBc|)rqsVwDjK^#|84uVmBlmbd8$~uO;f2QZdcF^H#ayy_l3{@yy)2Ku zbbNq#m{Y2G<36$vr+Z(1+ntZbp$l{D6nbuB1AGBfGLMc;`6cYtz4$bJA-8U0i@Fxk zRoQfvSoA~FK|ZwB{s>*hKyi!XRm7q<8H-@J#ad=%`Pm~rB0Zv3P-`ao&X;^jBSR)qT@b?;v^&B;4}Z_U;5+2nR%v1N}PakJKLGzXHrI!jd=j zJx#{X^qz@!+eSAq*m(}j4>neR2_0VeEche)7LI=Gd|ga_an4r-zn3?_+Xr5LPt>pQ zATJ#RL$G5tJQs+^zI6AmdpHZnvFIk~v*t|CQFDjte?=T0gJC1SUFtly;Y#nvQWbFMZhm$@jOwavK?!8rO4SSjs=Up`Ag0Q#8g+_7OSr z?4M%KE^?h4n?W8eB(f+d|vVaLc=5DE}P@&sS=} zCj2%>jb97@u8uwA?x^`LsepdbDp8mf<> z%dgNG579Mzygj^+vFAcKy72M-@}ZmO<(}rEciBI+9u0&JM!O9xZA;X3B5D<>SFT4xV%apKg!-08><^LMIGI7e88{8OniJ?SmWpOwRPmj zTgbbU@8oc-ZsgmN^8y>>Qo4q?b|&9gixscqBQ~mqfX>a6E>NkXu*qdCXRJM@P`LC7SiwdX#;{Z(Y&->U=zmy_`Qumia$C z@XpDPu5ENvoa|NU--7-X#QAD_b4a*%Q2d6MuZv}HZA9ijaGOukDP&kT$KA+LBa7bZ z*XHDP!gC0jav+xBJV3N z%6CA2I(*H@J}AVO&tGK!b9mR$eqzA9xVla#VMu>(&lTfO>w&P?8iA6N`OaFTp$lc!m?T7^BI2A|l47vIyl zuzU>Dtgv;?o8j0?A^1`jeUNdMD{DNO?G}( zy}H*BZnQ_cu-A1#-m+eObd{Y851rvrI3~q3R+`2 z{*YfrqWOluhM*sb_F}dy5w~Ffclu|^>)q)5pFETE*(3PwR10pWr;ByXc65bW@vrvD zd}}=&(G@QyZxR3gOy2o)?4v*A{#e`b&iO8X!FZ01qrDr=f%I+0FSn6poD@f)`CAZ7X)3Yra-%bL;AO4y=6~Zwk{zbY4T( zN&L2$4=13%5gxW?Q|Y{et~Jmu#cmuL{>1S%l77p~~yN&Tob1QE^uL!i&0z7-x&=R`a-GlEQ8r=Y zYcP(`zp}bMp3WE0cOdIa{yUQXY5G@Y`)%;axx7Gg>0)bM$6bt(mFSnN;a+R_7@@kc ze-*wv91o$VBOEI^?;!V#tF*5d##+nOr|@4c_ryQkBMmRC7Mo~ON0Lj}wM4u+i;Md- z#U*65!Fv`td)BHoS5$+&kv+||jpbi8B6`I2n4Uua$OU;gO<|4)s}KT6!iwasX9myjoStCuzA%bO6Fd$rBcw>lYZ$nFn!U)xXQ zwdDT|=^kKfi^h5_K8!tG2UZ^zg_pLXGa9{U!3Oau-gUl%Jc{kZxa^1LS~%X-##f2) znC^$Jb4{&=@q0QB;)~gQyBD5q#Wd8s6YAE3ayrzXUHShFI7gzBQ{f}fDCjf4hZp2h za*A$va^tzTas4m)&1}YbHdju)(w)iicnxCNSa@ z`&DFwI-Zg9DESAIJpztZ*gMWRxEcR3Y}=WQ#%+3#Ib(M*`Psad;oXs*OX#ttDi5`< z+x(zdxtKmNPdC7KE&nayul3j_R};Au=I`u(zwyl& zaq)tG*24aJK3bhW?kDH;U_XrVu3VLWSK^mOHVl%#AH#fz_A{4MKSG<{24gEfpa5@V zJ}=bx>=phpw^jG()`Dq$SRYo?RwI8q{y9qjX>6DWl-vZ+5RxQ z>c-NVjz2>Ci+w*HHcJOFNSzXTmd!^mc83*OtpSC&ktX`7rSg zxwQ+sZlMQndX{|Ij-NY;*?;MqNw4dM+>1J8Gj`9X;}Nkxf~-bzK0~*L?P0X?E8MFI z4`lOJeEuO@jG6d9=ug(CcEmf;QD;9e(Uxv@m+E$6evUU1lfUTMlAdmI zp%Z-SV(|r@Wi>AYTNhu;rhxYgt5Mdn0&=g8H^p_`H@X>rM#a{R;WZ-knmhGwUrIi3B3 zV8>S+gx2~wdqUe)Y+FeGgK|352Jwvh;E`9wUgRGm|HAk`5YMY@(jKd~Q7^jaEH5MT zKK{K0{?}kK|7COe;8b>fNZvKtw`PMHn|72t{25=&2b-|zK|bxot}nHHif?n+@FXR@ zjb!XEC;O7KJv*!~i_SLJNy!{Ct)=5xj_J(AAU~I{Zqz=4Jt1#ThEbggFMFk{;Ja9U zgnBZRu8SNS@8#y~S3}aJaM2ys(jjl++tIDDSU$6-5B-Pp#TR&-=Lwz~I%}$MKcl#S z{4g)1a$z@kzUIf{VcS3)+u;8frl-js%pNfaKdKnb!Fx7Yr}0TkYs9vEE0(eR57!;B zxh#B45bAvLh~xjr`?Ju;b=OMT|KRV($t<*WRksfk|8d4gm_r`m!@J1Xot=I8Lj2e$Ie>&B&a&yN|!obdafB4m_vI$*s zHeMa=B>eItlbhjPgRrhD&tdzm{mn;cjhCc3|6WL!@fQc12BMY6DXjTTj)&B$XS?A! zODVS5wrKjZa|BG2`G2-pZbC-L@n!5AH&A_}t7~4!L;IXOxJKKqu<&6f{snpYGJRnk zHUyrxZOvgEz_;VrHq$JP(qZjZ z4q!`=w?Dc|^*8X}?u*>3rqf)IcH*O!+f*OphG!DVisYNKtF`|9&i4|(=3?{`-m(V&0%dXRuf_Jjzqop?S&X{jTssaB)8v-+}cG zJ~h{7H^6on%w5DO)7Mo@#IzU>|Lcx#6*n@{_Tu~&Z0o^46@3^p6ZLn(bC{TQf%h55 zSF-UPzVEomH3N*#IXBP5FVnv@S;lDch5awKXBwA(EEUF%IA(Y8xje|Wu2(-$TprHH zmyy|s_Fer={Mg1M@j8pX%lPjm{JrJW%J%ZURKLQ@i|H#~Fg%*h5qL(++3o7pAAF=6 z!!Ivm@4>_)<=W-^Y3>Nm3(B78?sERK`gjUCufTE_zfTaK9(*HT!?S}-eB%w^y+&Ji zKDd_Mx3lqMYn(1}{|z>u1kclQWNS1ZHh5OW2G{V#D*rccsPp-Dc+MpI9Qo58T}!?k z2-DGYsEP3@WN(OW1mBaN-Ya%uosE^p9oT9;mTcns_dB%R+>`$U<{tbu+g?q~-+cvb~rBE;WzH$ zdSmsY>|u z%d>1DHV?9kpTaeCWR3_Q@}{@ct3QzleoC*FYaQ&vyl1XUKOy%CbFzF(9woOcnOm{p zNI0jl^Kj?p!~7ciMUB=IFb?F~u!f#a*AejkBp0-=55g`i_I0 zp75+QohskRERJe)&(3xcTE3{(Xu&7u{cINed{B0?KSiCCf9cU|y+|%>0(W!%`OJ8o zEGMSRnG5)IA)E{N`%1pN4eea#Tf*?I*tH^m6YcHT)Wi9T-gkvj;^tCzSp6YRv3z-1pDLPjSva;s=?{wF+ZINyn^ zo?YBrPk`%vGju~z;{ zo|tD-wW|^Fk$l$(|0Mo?l@DjI=|%Z^pSJDATn?7YS^svnH*3`gHfh(o zXQAwW7;a;%=*0d}aJF^cv~G^3XAQppKJ>|zzQMoboq;FlJl1?XiVXRao~6zBPg<~T zKXF`%jA3%-0DZTUxi1V`EcVfW^Uk(G zx5znwZx?yd8|qoy3(t9E%f&Lb-ae82^VqVL zb>lVqf3ne=uVWwT;Wli)lFmiym3=x^9{t5vcf!+x4MW*gWAh5^zlne52Ve55xTb&5 zv6l0j23BjWVuEx2jM~99((z563ykLHTeUp{MHPYruCfUG4d6eKb9chlwyG`i$H1H*Gh=8rI2wi>-MudPL5a+P`1q*(JIS zYSlYl@jN*wx2n0#HEBk6+(=eOb_Cnzv%9;tM`7ZlVgvr)-kKncjY)iDjU3;3sstnSARyBA=(eT??Pw%B+{OXT{`jx_?C9 z#^%pcqL0b#1IK4IZE z?Xhek9bZ=FdzWTFO7>|MXnG8B%wjj(j1ZSc3iLsxz;%!~QWbw>3L^rrd_Ld);reVL?{{`KJBUwo$0 zxi3sT$XthwXTjRTwk`Q`vy@-SEcWqpc8oKZ*ZTD|ctJTo2D@ zie_vYroDjqRPj-J!x}a1!Z)K}JO%F}dT-^QE9kx2IbGSxcz$O8TFzVIy9ACS*m0J2 zwYIp3?jEpg&nHLP-iPNB=Npir)~4(7?S67%oW6rZU2xrlZ<6>1|Q1TbXuPkE8#N+iiqqr z8>@F$ia@uFtW(7HU2SKI`NQ~2_?E)=FCUo`iVg9u2G0g;dkD=-WZz1+v7RMp=#H-9 z`;la9rO&tt&o&ZsY`iglnum%z$^8)KbLGb!xjpGy2X14rIEo+tf$f$WAF*q5JR!d0*~c%Lx)JR~-ce}B$sO}c zJeo{v#jKk+{m*;<{pHHt+V5xc`||xg^4g#kw*>C&Pd2KX@n~|U>z7lR8k$~D*Om0o z)em1-qsMYT4>+Hf&tIquhw!N}kUY-*EBL}#4r46*z+=8tF1|tDp!)JZQS1lP1a$nG z@|%x%Jr^>*!(4tn*=j`5%(gCEBl+$RGTwskbobiEh;ui6@~#x8;t@P*XW0?1L-bj@ z=B>%xqgLf{sB`((XdXa+BU?{_VKJH;#Bd)p2l4L?<`wo7@*??~&28nj+E$E^5ArVG z1N~!c*&I)(Cx_eQPw_i_JL78#XA?fVo{o0(u|3quY+L=m2b*?YFW)y<({49c@~7jf-sy*7gl zPoet)zOHz8kPFtS;od>HGu(5~ic!2SUzy`d>-gdVwufB(9330;`^g@OHe*Yy{cKns zX2Vc@x8Z*Y);(ZdLmR&)8`|!1{wA4i^>paEe>;D+MhpeX4^P^_)zY& zX;eqy4zcfz{w4TZvfmg@KjyD1)UQtR;AZ%`*|rknBgADJ_U+2$ibwoCZ zA1;COcC??$rHjbBRJ*uDXNyU9$LdXDjTOGJ&7Wt(BhHUy=eqp=u`zN5S$C5C89%BU z$$e}!#>0K1#1`%grOn}+&qoLHzw_`sAzUwoXV=ly{I$3Kb?JP7KRS>xo}Mn~_DA0d zCjJYxFuoApp3a}u|2+9Ol5rW`*K2FQ7da2t@E<#uC;4w=-YqV};N6km1~z(sLcXxG z;E%MmI1OdTLNeYI*X_i_d=}lixSFG)BgnZD%}V03fL+Ey@}T_tO)mUJ)&JjAqI0lj!Vke*piPpUb;k z^LLgD>P5B;rsfTOCN^Io`+vU(u=!3|bAi$!Ns~U5T0rG@0d*oFw*m7f(6>?^ZqN-N z(8O8}u}D}M-9sGHRMIF^;Q>RK48t$Hlr1Tr!th^eZnS8dLHXVs@Tj0a4)k_Fwn3i( zt)L`-)4#i-IuQ$Wj7SA*E)ol{1un0*0hVB1j>MrB0sM^1Qj}n3i ziV5b3h$t2+D#F=}iDH9=-s;$at=KWNQUZzsijGQ|2r3Gkvl$b+JIC(6&D(gsYxuu- zUd(4^*1F<%#k$s-*t1VVv#I^%WPHc|vmC#x2rS_P1Figp-hS*kf}XG-I1>E=GWn)@ zQ6ty>q5e@4=V|l?OW8udi8hub!7t&3)O>yCr_udoNHF@3MH}gtJaNp95wNo*+}H~@ zHmb#+AV$0K`7r%_lXbs=z2TuL3bk=GtevaiJJ@QB`|sj zmnj0#v9;<;5wV>3|GpHlZS|#y>>XM92ZOh%S5G*@Q}}X}ZLqfWYzsJLiXh!gVH>N_ zHI}Hn1P|7}IfcJbd=8@)IVLBpj55_P3C1puM@34XbiNw;L!Dct=KBNQ4bYREcOzS1 z(#`^5)Q7iQ(zWs2;||Knz@Mf+REur252<@v%u%hKpK7~^PEVM^D9-yje=JmT4hpNw zN6BDQevLjdv-uooL?@?n*q<O0+&RR(#4P)g!ux+>PmME$~AfZ?vTP ztMJ5IVEJctPue7qSuFnuAKAH}#+TX)dg_TvurpjKmtkf2p>`Fbiq8uI-2wjs=hyS^ zaJUVUFq5Wqhbxsh%oHza{~sGZf%ikce_P*Ea1N(;G>onW!(b^@+$16k&LFRBMJ9RS z33<4Sl^c-hI@e{>Mv}oH;UTe*$VCHXkX!nrHa%KJ*zmy z4Gqiw?yC=)^W=#9EoQ-S9eW-iYY8l~8{CD^|BS&&PPnoydIo*$?Fl2iVJ0pU1N}ef z$I#J?op-SRP`>_B-!b+IUi!4$y&cUaY?{ZPBkfPp{|euqf?IR8%|?>%_KYAEF0c>VmFTvPLe1wE|!i)?C5_rSWp`EYzcopt^AlM#+b^V2rQ z$>nUYIxSi#s>9^|+VrRe%+t4SJ7a3;%^Xn&q`@FbhU= z;B)t{u(FHa?{ooRyzREIf$_cR|vrP0Rk8bYyS7T;i!4TDcP~@Az82nWMHG>}mC` z;`)-Sh*i{u=3=%Ay!X)e3!3|3RW}lGNb!|_8Si0icF<>^eo42LPX1}i!%_&xE`k-Y$S%pYPE->?66ateO0 z<3CQ@5OgQPzMlPIWc*3qx%}0QY;`AlsBWSsb0OcWy_rQoSm9;&!8f+%??$xE@Oi2i z(7u6YKRVRZd>4dhGwj>XF@Vtpl@|6#8h5w#}cATfMgejHEc$>bS(X=}dU z7ryhzR(~U7AQsPbkFb%ki~SSqxR|~ToIeEX7q%zN8J*zZ%kagQd?a~fq~6@l-Xl+* z7hUnnkNjdWfu(rgad-MGsG z`4+w&Xge>dzPJ*tsJ*4FhR;GNwm6F}L<3iN`y{d=%rC5~6MQL`Qgx}giY-UeyBGTR z@P5s{p=_VYPYdM*zm_|Rvl>%+`V;*H$7lRwd?j7*kK?}=(f$ORSSRMIXl1gGH~uzs z{xZ9+AurYcaW6HI4E3pKN8TtKyQ-&M(;SaOznkqqm`<*{D@4y=^0(ltgKgK5!LIBu z`(f~op-cTOZ`Rk_ezwhcFNU$7E$L*kHekc&bev7*txcW)kawKEUTB)cUoMr#M|r#b zf!bfwzP}h;AbxTqe;SStwY_CMA!g-xa`-gVldyP>#Vmc6+^KX8CGP~hp^h1w;SG#X zTf#5#vlscb1NnpDF|M+M$XrNH_{CWZF+R0ceUd*sjV(?iYdSff+kQ7EiD~p`10T|D zZc08Ej}^!|QV#A!PCxYX*#K|xAwBPqv9~tkC0PSs7j-Sz8^f^`8S*861U^@l`NjSw z>_oW~d~0q^#?iN!T)xe&W}k5#&(waRx@F!gKEfBqI@`n3iToLRF)l8GRc=JbpuK=R z7ZqVGRvcdQw3402iaR{n-Qpwns$cxATdRJ>T26%NX84|>tDQdQ=@aCwMfM^zVvw^j z3${%s<9$9{hwO>kA0S`OW&dj5*7;S9{9=u`kUbM>)&zFh64|7HAtlAFoxBWr%yYHtk??#4yzOJ~}4AmeEJ?s&V=xdL2rBKd{9W9(zJ zbIIF=j{mZu6?-P}qj3_Sjh3CE=4Hd_x`Lm>le2nV4Pi%V^Asrg4sLJaloQnHZTeJy zZyw!>C*;y7GDg}qCVMJbgJJ29UJSAm@E=V7Kl~Fp4&!>Dc6y4*^sUL3$F&bd-_?1O z_K@=lS^tnFrpYXrzS6!f{5Og9*4o80--z5*`07X*nL!gsIX>0%Ap4IXz$i~caT#;=~maAjFu`Zs4 z|9X8>wH*mVcQlJ?)rD`mo4x$2o;uGapZ(>c203Uuf_}2gd+A@mW_cZQx_p|f4dDpu zye-wWGn)Jjl-%Bt>^9_0Z1NY$woSz7aBZQ^e+|PEwk7(}ChB+EQTq*a%tdpZzBB4{ zG*)lRmK)LeHC>ZErTuIfO{lTq2~^S*{XO<~lJx^W^=0SA=Ib7|UCI5v=B-q;t@OXk zKaarKi;sS;RZmaTBhZ+$3*#exjgB|v5S)pN)>3`RhG-k6Z=ttdAAxC5ZP~9=_JJ*| zA?0GZo&9U#_3`5BZcWrk=1{cktDbyW?}Y1*@N_*poc#UqxRaFC)#HcwZVF$&NY6R8 z#l}(?hjKak2F@eu)!oDR_<)JL!LYmv`xWfk8}Fa=qEEl&_dCcRO!iay)y;6HC3#Wq zhjq$F_*}=ta8>n2zNMXP3&e3hvAF?8^*5Ef;q91wIk|l_U;pIT9GfoHFJ@(5v?W}> zles#X>Rmn#?$2BwSYxDjpqUSsEf({F|KdaRo7+O2FRrr9k`KmmxT_bdv*{nOkI_FL z{uP~nK>i56d4wHLlD8Zk?O{DletnIZ^da>H}4ExP{ z!6)I%8|8l5jpuTfTDGZr$0x-!ZNazu;(NHkb%SjqbHaA;s|O)(%HZR7ZMTZkL>O~1 zd>iJ~9EZ95Oth}2b2TgfjI4ezeGua43I73bs%L3oP4lfgiN za085&+E!ur?_?jvH!ZY_O=2z$^GUHP`D^Ht$JG!}c1V z=lb{}{hrLz99u7BXVbMhn?AsEJB;U`TanG}#p40|pE&;y-2EKS({G+nex>_mx(A5e z8O9PE!R8!YJj(t=Jn}RAf-`>(-a7x?Nk+)|ozaSG{v&x2--O&hUhMW%W5pytjvb-x zW3t+l)rzh=@aoHMArq!pY{PYLdZW0*n+5%s^WnWUZwuS^B<}(FCSM}sue=@YM`+m> zPq07A{P2^09dB3??mTLZg^5z)L{MyuIKpddHb7S@dP2eAI7|~ z`n!qZ#bv$N7sWeW>u)Q(?VX7)wRX z`OXcVGF#_ur;W|Q#{3Yp8#|YK@i184fvcx6*_X|Gs>>76t<27~ZQ@h#dHJ+sH8@X< z2iN+g94}WS<2F9YYSphh(rwW+)ZH7>cOl#MuT{PZPbrEIYu+&9&z1Osj^r`C7tmwu zM=jAl&)%N+-lxNj<@DKF^%nz?`Vel=mXGV-lAdeHxmqq?g?2T%)X{2vxuauilDG@| z&m?22+}eqK-#P9{eh0bjI;gm*w(RR?Z`ps$u5R$O!Yj}62L0cW-%r~{>{5U8d--QY zV__s&^c7n;--?}Lo=+j;9k^UKXReR4&M>)op6r3E^F;Wwg7|bB%U! z%a`)gW^{Z??&wL+UA?d7^@4!~}CQrBr<{C78O8=i~ z#&9yM<5J@|Jk3wpne7hGn`GV<@{5dH*n1_ce401vV^3Ingm~m?Z#1yUTgbLO@tmox z)W3o4esP?S{~J2SqyOCT0WheGx!6ayk@*E2UFE<-^z&!DCM*TM&6ju!j$iMBwZD8> z7w_Zh?&1XZ&+)MnAqemX+>OkDiHin+{$vu|8C+Sm9Blp0|fahC0#!gz$f0P=q z0a|q-eMC&HL5oe$$bOwWVSj!N<62%tYDF{$&1m~@zpFc3*Vp};QNMfC z;YnfgPt7%;6E|WW|A`#{Xp?NTJ13| zvz656cH*rqHRqN!a<{|3ldU`aht{gUlPI^)cLiRtFU^_Z-d?_<%@;Yso1;-%x?kmQ z<1|m~KY%UNQMl5j4N-Jg-2)qW@(1~Q(f=}?E$F_a=6QqIgmHhMIlAjw>%k-g?bjUE1i##`EcOHE#-&VNB-#;O(d1bwHBax8~0u>((Q^U56XrsX6Qh+a$KE zg8wSH{w;fk)~mNVk|p?8l#gGLX>Kih!t|y1xK=N3g!KV9gaj+}L1nCW~){O93;Gdj-x1l!m8r_m=) zh4B>c$-nzKXLkWdHJ{!3e`DZH<7O_u%kNlhV)!%jL@K`7g1Y-I+HU9TgRMVL;wSTC zc;h3QBX1r@T z=R*DTr=b>iqGyV8Yl84pyIOO3n3x6MyyV<9N%A_H2=CwW`%U;C=HqE>nlC2mLv}O% zA@a}@;$nGYv@L9EUHY27)9Aa19=?sA>m~TX7ahE{(kxv z$lp_7lH+BKPWRTMW7r?=O}h_X?n6IZ@wKiG#5X(#tKKeJnVhV?>}$DSnx}`uZ4S#} z55CI9GZ{(WuY7f(ZA*MB!x+|AJz;4bWTI;U>qmI5HLt!#XK%5PBdKwj-H7f2{^`vx zPqXVec^ErBgsh$DYbA$I=Bu6P`VV>E!F0Ix_wbS*4PsY&I!?jcpX{yq=TbDC;ND(4 z%&|3GB<6WvwC#NLEL>-_;G1UJY|*@i>Q@qlu^)bA7s;LC68am_*ThWzmDB0mf_`&K z)G^?6o{Pzj{M7}Wdjt78crL8@QW!ZG(7Qa$V;rAvJg_ewf|tx{&HD&{{RY=9&fTX; zE{0_WnQCX46QkAn`Ci8h`7EqQE~&ZygT~wzei@akx#fjoGMC&i=S_w|E@zLxwxRfr zs7Lu<^dCe1sc7!NYmFD~%Z9aD^oIVc;GIYID6*c=zcruD*SCwlBOJH3w+@S}52Jh0 z91GWjWS)ZNT{&<5sPwX_9AB^gjxCJ6IIJhHv#pPITlvoqp6a-q zc!f+c%C6_f3C=Hq^*eq!fK5NM|B^#!zIm@;SX!G2G=JJb2I^M~DY z=kH{Id_IAWGwSlg@v;1Mx#KDNHlg$L-o73M{?N zyjfHX7O!*Y@^VPBo4$YGdK>L+boRqPsaE}EY&lu`%J9qkWHCJ<{u65E@`mb5*vsBz z!8ZgCe^$@5jfL18n0-k`H*MD0VSQ7`{o)cecPPE*t6j&_I}VOf@Tt?qU7n}BM&DC> zyof!Ql5vy1FX@#(<^A|zDX!Ocm%iYuV8da~U#)oo22E6})+uQd|BTn>zEQch{?NA- zxpE_4eM$8ud$t~&&%-rWf5`O@^=)IUeJ(af&@)4Sck7AHVl`4Q%+efu|A<5ZfP4oQDcxKv+|2V|#Zt|a~`<1GB z<{RKaXbLM7U;)MW+86_|9779$Q28{z|+(tb5CiEzliJ_fBZHvcI#5AA5WE z!TB)q&#qN}TT^^RhV^m26Mx)>#+tl(hBjLN=V*ic-RW9aj30z`Cft|Qy{`f5c>C@6 zqeso#`ux8RozIEUxwfnDK48BMo+0!H8^)sD4^J4QE%{g-U*=2U*gU~kcH$AcOQNG8wYtuIptvru@A>(N{2YbHMialQ# zoBj2D1>3k@?&&r7(g{o_<2_M-7&m;Mhx#Lrs^=kVX|JV720^4-XIoldnY)RyQO_T8)|eWC3ScHe;KHhw&to{Qjp!=B&6J-32y zB3QD0oUd-r);!~}_=#JXd?NnyK^O;gBJ>%w2Frw5YPgvZ#=t|IGL$6fWa zC%iwDov%%N@?Y&6oS!My?eX4ChxiuiMKXsy8^B)EK8L>H=;U2-AK7v=zoco|TeP#a zm)hv4?hSk*CP(S#gX*1+Xi4=BNO&ix2-kgMV7(S*<1T!qzBr4HrP|J8E54*7U9I_a zL-Wwh6_21a!J_wzE;C(}$-HmQb=Xl~w+d$iAY`IJO ztKuKVN5~2DM!EyJ53%`2$9J$}2lb~QcaHu!e04aUS?CMrW!-yQ{4dt!1L$45Wdr%` zuw`~6otL<_w=PuU;vnZ;xPmV6jDNv*zkJ!W9>v>hdxpF)o*pCfEWVq{um5TET$)Ti ziXyl|zc{9spj`!iK95`WaZRXC{KKyYv#wveeK-tfEI8KY#|V{2_e@+U|62oaTSSd7rqP+*ni-#E#_s;`^cI((|2J{k&v}?r+rf~a8$sq&$MmGWpqu{AANk_yenyxZ!?kpL z4f!we*~74%AV*Gv>n@x67rurPKTh{9a(_M=>#V$m^Yvjlj<4?_w*&r-(N7@Dz1}3O zug2IyPQMJ#5O~-hf4InfEVQ0G#xvnsK)<{QH9Xv>OYlb@q8&$ux|2t0j(jQ4Zmeo% zSjXk7(X)_U=D@fOzw$-ihpaX6hiAsu^21qV7-!jl#nn5P(Ur!Ixj)Q7*?MweXM1tX zT9Nk=pILL1@Dv&RYr?dJ*xgpIzFwTGTj3XS@pm=%#_0<6(fY4^7jKB!?c{u|e^q(? zps~LK{yWX3ebK&3?$vVTd^~cfkbBuga@Hfi)e`Fve4p{>WS9rA-MS|kPmb|fJk17m zCl-@vd-kd&@$?2?uOioZsKLcdv7D^08eeGdH4aChy99>8>{Xldv{wCtNPIb8iD|f( zR>=FJfMqcHq2`nE#`sD4H`m6$`H%4QvQ5{vmYlg&JU+%N2lLCx-vWDjXr_T^{S zlbJZgXTddFEXLD$vT^(ctb5Ck)y(aO!+Nl`ed(BPo_@w&t&IEV596yjzNOA5(HCNW zB%JHR@E!XfL)(#^yTH(gf2Pr=mZZ1Vs;?VFKhgb)_|Ku&cq^_!zmqYsDnH2K^l|6> z7k;S|{R;D*Gnvry* zt2y2`V7rsdN!l*tlb>N9>>AYdeliU9|IvRXY%mnppk0FZqb=buZ-!rg zhP8IIw=pq|-|0-`PVptWfn>EscN!VSd3+<=dYM!HbQ~EkAy?K$3tu+Eu`wC-^=`44 zC2*Cc{eR`czkJ~tYIz4e?P0cdh&Jb|%joD0^H=)c$A2>V(Q-kqSL>T0^xRD6C;V_S zJ@PMmRK0&qe?RqaTlsjPV>ut{K)$>jXK%SLIch^R3$CZgbB{10znDgzTuOFBPe;jb z#p~L4RO^1IS6|U6ZxB~)>DIPj`^);j*7pM4;-1TmSe)Vkj{guN`5J{dyelWsr;F%( zR-biEJ`?}B^vjKC5!%7%zGM3b@ZIV>V15LaU(MBbzyovfHjG2zxle55O88Z0VO)j# z3)$}aZ^vtFqC~$Anjve-jS|Bawn=+U+;@o<HHYW@t@!Kql6YFzMnxJMSAX(hMIf3e7a zrbAv8FQV@(-s)R%lH;-XPJv+p-mYjS+QdHG+fHv$1K+iVz1Ub5kNh2Ng}&Eex*X5V z>f>CpgD!DP{;U6P_4ZOaSE@zPdi*tB+rxMV@v|t2b3& z)W{xoyqR2m#~67^Y>lb16InNt)t%lwf{pmz=fmy!)cvDy&o;dCP&S~slCHJM>f-oi z`-@;4j*l<0P4GSle`m*Q)T4}@;eJ%vhkUtE_Aw8yivM1A?`~`)Vs{TYN29-!orj6d zM)2Q7-@3Kxmtol)$7jMIf5QEU@)_8Ah)+z8c_7}7+>lRuii`D8+8_P*j^C(xX9E5H z{B{}~?VLZS9!)0aC^`=l(}T4ygtM)2@flg!PVSMQAIJ`QU7X-}4Y(epb5k^L!aRe0 zWAzOu$9?>`1)XA08Xw6hvfiR|O+0FR`2mdPn>>vFC32$+-UP3hlxjq{c8ogNzX?D6 z$x-y|!zYW_V2%y58uVTk?(_|4m)hG$dVL%NJ@D`>Yyh`QV6uxE8RF0HBK&d;~KO3zjJ zmKSrh$pNtSf`2c0C+6Y4cyTqKwzOT~dR@IpSI~aE>nOO2o#fi`&O7tmu$0o^%at6 zCHs&k_rTSQZ?A+2_LS`ME$8~Ou6%u)`DUa(wJy9r8kq}n;~)*S=Q+0i1Jic!J=)}6 z1x)SO{I4&?ovkgbGY_X{B)c~wuQQ&5#JN4&rw1G0UI*PLY^u?5wK%oacZ2qS@Sdk# zd=j`K^idtY0qERwPxpsKY|_d6{s9}vkDB2665pPVw^-;p+x{CEC)2$lY>nbFjUBDn zFw1@{TenyL+%HTvu2<`a!uxRfG&1F0azDQ7wZDya6rXNWkK!xXlCgOQ$K7C3$IE-k z>r4iJhw)nOE;o*(FW_TidbsUn$dV(dW_3(uOYey-?sS0JsILy9*21)+tHDR7|4TaJ*tp8fi_!uGn}g?trH^J*TmI7`}`jmpbnb zH=l*Szz)wA%5i)?MC}QfQuZyf$;)Ii8DFb&-QoE!p1$ziPR8G`jDjoV@pgRjIvJDD z2f9xB{)_K;$J^K3H{d7FE5mcAxJMsf)3U#?sk(oap%3p9gl8W`f3hyH?Z1St@LvJT zEo2@~-b3ijfF@J^{^xj>n+49x1M^`|TIqw>!QE-LdG! zKH3_-li)Univ?`jhCX>!JqK;n*8+|Sc#Mr?p7UX7*B~p@1u~Oc_`r2nv?pKofl=*@ z!*jtk(R9_1J{^jd@A8+_setceJ{qolq2pQXWlQo>-47_qXl~z$f8NpdBmM=jET$7( z)(W z>!2{FmG9O0NWF1yD7PLcrlHx{xO$g8rT&KTi z7-J;VlaX>`G~ILQ>Ih>Ca%aGQ2^?F%+RFY!v0qDmeB{3NCTP^;^n7w&u2~Ogf5tu4 zo$G%Hg!&a3U4|Mf5-*%X?h0RXRz^bv0ztm zBmdp1P29sASluJ(hUZx{#&NjLE<;_|4P7@j-=a;eEN?(Ro;_2w4}fQ7I-6;0$=^5C z(D7A!=R5Gnwd{D7t}E4xrEE1GveTU3t^ab^`mjUJC+EO;I^C|Z^Ka$2Tuug|;qQpv z^f)xD;ag8E?$ft|e2w5S4@T3`or1=Cw;X1_r@XuZ&K_{gq2omU8YLd=%7)jfchbYN z$mm%$197`<$O57INKVI(Y;)6$cq(>h3C+{!hd1j?&$nJvf7Z(f8`i4;;UpG zdexomV*a>|%p+~H8ms%a8AgE=kwV=kc=Mq+u=PI?JRa)Y5zi# zxzsxUQ_zt<}+9c1>tVTw6{y%`stsJjn?l}~$&(VBOj-1K=(EkU%`?WtM z&Xcs&>HV5-o)eEl*fpMRamc%)JBx4bf@u$J)5Prw{Qr>s27b7s*Xg}pTu*|}dZfJ0 z`eKsfJMbN4JFUqzsPoIkTa2^03eSRYP;PajEpQ7!< z2G2L~^rVwt!|w~id#mYW7(0pWK6DJ{@7tY!N7gQU(3+g-u-(Gu-^hEj(LZKspKe=- z=3!&w1^&NS-wloKiNO7u^YdUlmd=ya<|cNf+NaPzL3`==claL;I>_eBVjcP)pre)k zuqL?&M&qaYN2I6W5u5Y?c)QTU{(KStl9|Z0=vVwPnfGX4%Qo1tIV63W|9&*ycVJf= z+k1TVCz-}pd?&lE!#8Mgb$ybB_>fVWZ^GIyjI-*!gQKh;n(^Nkc>lI8+zPJEnxfbo z8XF(QV*XxCc81=)oAfMlVGZvjgt;mWvD*yJ8}OYcKUdU04!#?$FaKKPKY6p}F+-KXq$rncF* zK_2oZ{+AsbS`E?N7(zJ?@!i1cph`#9@cC^AP-wx+)_D?qXc!Bx<2ADR2`!X@@!j=yDAMU-`HEFA~ zRs8>brl3c^EcH~B#Q(VBF`BC@@#BoFwRz?{l2QoHX>g_Fc(Uxfp43Ja>kFA1p*dXt z6Dsn#v}}U^MHzP`@9e_^dy#uilM#z|k*A8O)ojRAO0)xcSjqtK4e~4$qo?l zl^pk{>k3}E8L!n;dXkDb+4=V5ZqHL)=^Y`8XTb9|eBbe$5fk};-DoxZX1?%dSvg4- z?!l8&Vd+5Tn{eKP?om;YaRGN>6&imEU$_FB4*$Vsfo}MY(6=Gl>%EOslJ~h$d%sGp zVnrX(XZ2R#3s11hqhLJM{yLbpcnba4Ue(n`AyeF{@+Kb~m+N^`F(VZG=lV%;Q6G33(LqEg>&&NA@V^JsrQ^RDE3_T*+j7n!h6s-@~+O z-S?F3N8=yGubt_=0M9$}NIsPV`E)z}Phi`Fz7NFAxJ>4t*^#WawvMnL+vEwC{bqbd zcG(}+S+K8#_iFeqgENfF9`rTXUrf&-bUqH_dwAGVG;@5ezUBC4KfXPKjq7M1UGwIp z{y-MGhtVelIM-R zD_|K3*DJ>5ZrbOgm*=UmpMDP00DkA|>|r<)yeeF{(^?)Yj_giq`X!;Cr`|?t?*vMw)@HJOP_twjlJqb_9q!D@zG}Rs$W^i@lCZq!;a-) z=v-fRH<7HuIM4YbUr65`d@%ygCn0udPT{vZ#9B_34>~>xzwuLU&E{L^Ge)9oYSsUL z$M@0E0Qc?m^kPpN{NMT2Zt&HIP1W1G!LBNA-ZF;v;j=%`J!9Wiznm_Ny=bT!bpc&n z`BQw$mSS}x8S*8Udj;R+SMtSvY~5bll`ss#w?0f`^|j-};po4DM~tJb>0n#Fk^XP3 zQ1+HX#~CYQ8mp%avD}XT;;S|BZc5IDbPwT|fd5FF+)L$DbRQr6K)?AX-39N<^sda$ zYH0Ez`K#b>#Wx`z#6JsiCuo0LPVr56BePWRqitbRpJR7;682?Zk`?Oy*aoW=G!x|4 z26R2g#)BM_RrG{!b6EC;YX|nxkGY8u(o>5ZG*k!53d+h}z_o)_wNacQHgE&28?J!d-Z zkKY^Y`8c*-E=Foi@uhLojNQM9;pzN*H{N~N^#T5-rs^A4<*l&!;!nCz`x!9$u520R z@V)q9TRg^bw7Fay3g?=9=eucH3%aK9&0u}MG*;igN)O{lb9EZ>xuB;7p5#$uXe-4GoU8CX{ZDYhs{Y%50wmqG<6f-`KzL6^rp_3!|5&UufvfK+-X3>N2hV{qZ z@I63(H!_do&!6Z~%Zh8o{4MsWedYDA4CY7kPPo&ZzM+;k)3yemSQn(%^U-?tFQQe) zqVZ^6qWc;C970|z@|UCg9p`(}a~?W(I`UWW{9u0!+vRuZPEdI(UU^!s!4FT;afrLt zH}HW~T=tdz-}vj!T6H%tKZ?H}CgX7S96-mG@ZUw>F#NZ{sxBqh>3`IIGyUtZYam(h zCI`cLAv_m4_Ov7Zj4XMa%;AqPuV>n(n`4*oL2g{B`^9*1*#`X@j=d?7b;YmNB{z|& zKMM8@g0Gvpwll1c`cHs1&hI7baC6LPZL7oKPHOmmc)1GyU8GHWz!&a-hWVs=BKwy1 zeVY8YBArv-+{vDfeIiiSn6Ug;GmETy z={*&Wns~oRu6Zfho{x`aOJ{R&m?f`=;!~&M^~L*Qb>}_2YGw2!8{}2KJ>HId zv=p83nEz_6#-{L#obnw0n8KEOY@g}lyRd#wC*f&yF1Nx{>U0>nMv9g!>nr&_tf9kt zBGkpAGdj2uHs)${@hn;0*rLu9Vpd$kRnV$y2{<*df*tRSAZTRFz{yKx4 zOC68o*Hz&Wqq1LJjSF`3h50LypT!$;@ObewmcrY7`S=D;_ux@Sk_Gx>eXFBYt3tgA zzfz9X-e~29>W)YGc0DTJ7Qc3A-h$&f`WBOOkvRUL?HINgyM?&NXBz__!R1P|+>hKZ z$o~(&gg06iiCu{Iqt55B!#X(Mjcw+{16RUV7+j{JO*0 z%lX7OO2(HIhhxkma6L&vT*J05jdgh7Y6#nU>*51?08cIGs zL#A<=%Z+#;OvX_8vfPq8<&WCsLEe@hufxypsd1X$ysYkow_c*Fo%i9#?lA5uMnA$J z=E-4vF8|ZF_+kydy%X;?`s7#=)@I%y$c&k?9ej)Qm-^NwXMH@ch)*;Azs&j0d{Mw= zz6ihY3iDikKbp5;^3rMY#(7v*Z&?!u$9=VhnkwI;d+>hCSEteYC_8(g zkq6m{^bfFq6(;dY7oe59<+1iH@xFl8Iz9___A{Q0?L^L$x1bH{Fu9WC=o;AH+WsGL zxLDuA^wr52N9UE!AJEsCtj!v#b!xde8Q-GOSA6gIMseR1wpR9w8=`mvxDKWB&4%iY z{oseJ;G=!`_FeKW=;;%c=&Zf-uHx}FxnH91g|9uGH^aO=eYy5MZS#9u)64Nk#o$92 z7l_qku#Z9iq`GtpzrhrB7K6j-xJrBTWx0`Vi8s`Bb|wvC+DE(C#%uH87JR=u+gHMC z9;n_p8>=sj(MxO%^faT7J^2E*t=d$*v6;xxcw6``r-u*Ilx<>HY|f|c_<=1Uj@bmf zksRDhjGFK?$A1OBt?Si)@#W3X^wa-e?O%{3?)iIsA|B}%P1V;F(^+(Htsbuow>ZX+ zqq~^RFZ25d^WB>0YOtRK->v#jW#?JqA~%XfWZf+W)^FMMFh1YQfB4YVzR?|9{&vk@ z@L#qH{yWGFHR?9>VpOev)SP^8emY0|Ug4ty$Q;Oymhj2V;(Ettv27aqKlF)Xsy4)O zJsyNFR0KmR(_{(Jzq_c%i-ESUJp$Z|8=DA4!RB&=P6|VCa$N#9@@X- zho9h-Q}MH~-%8F#^bLUH47w-RE4!1w_|W)EHd@ z{m7n;=W=%KN$1+=kI+7fU&8gnFX$T8udeLd6s{HI*gx#CZjJv(|32sv`}_EYeI@$* zaTxD+XMYnm(~}-3uFs*{L`>(PQ-cb2L@n54zA9g%hwU+)NkT`cBa_5$MQuOB@{-Nd z%y<~A2jH7V#xCg0jq&1M@`c^o!Zn1vSNJSr$3(K^dU%7XNSz<3e|2)kvu8QBjDTx7 zSWCM8=Btob?2B&Zi!JE=iY?1GxxSO9a;ADSYvm@sT3oIBi;rCc*Tp;J>}T4~!aq%Z zpTou)z8+-2nak1eRz`SJqqtQb)#(dgkO)38KGO!f22Y%gNh^Yo8wTz0*72;En+ zp$}P?SxZkO$NUwIhRql$>)LO1zLi+KVc(H|K4r_54b|J-g}6rJ(0o8*vEj|YSUbdNh{}sQUVXd?)oUhqjTgA({7M&m; z4yX5NHoj$(FUf~uHkJNCFkLJTXRzZ0xXj66y_+8fgEdL{DIc~%&u``A`m+C?mE+M@ z;$$8PZ%q^-FQ0*PHNG_-lGfygHNYMCPU3^mJ`KKwYS|0=jh*m@MLHF}6X;@lsK?1} zbg4hdL|8V{4`aM8`Cs#mc_}<8%*8dohHZRV443b&kIK#Y{$8;Pc8F9;aVMzb@*;&{`?WIef4Xx?qq%_mM_6I7RKN4ZeEY#_x10{U(3V3 zeN(m0%D#uA10T$DK1NK`-f$m1ya5%39OqR(KoWegux8>6_;Dg8bXb`&h#Oi-=&KKvQ z`r5*=yzMkPXYubzj<3{zeZ#U}MYQv@$Z^gGd3QWLVSzJxMB8P2_#7Q0_{dtZe8Mpq zi8Wf$!|^#}cHy&?*zyn?+mN{nj4@kU(KFEbe)4K-{d?4-jE-n|{@|0ixwU^sHX56u z-sWm!d9d7B37y=`tyy!mtQ_Nb2uuz1x0Nq^oyproeJxw!-HEP~;p~jQNltYZyQ9d- z;0rOh*Zy_u?rYtHQl~Q4=2=^QY9#k|eexm`&tf&0$clG|wIh9<$Xx*cQ@#C~tFgMz zUT%VCZ!$Kf`!u2YRpM%I)qieQZ*Pqvdu{%{&0Z}jR;SN+$fojDU%sEAJ>{#njf)}LyV}N(aSF_9 zI^Ig(#|_?Or0Y&{AD|a~c$+-_46pP2J#-)P=a=k%yTKcK;zsJHDQOrt*mz zn>6Rg*)Vmnm)FS!_QqyLXZ9O;JCHS*U-x%xi%)iLoW*B0`PD2u)%f-iKEwC1IFKI?)&CY-?sk3(eHXI(V{wKhJBhv)^t>Ui z##MP`WA&D4+J(((P#Vcs*AJy}5q)p_kX-qZego?yF`Oq}*E(MWPsnrgMln+kKF;n* zw%_5soV~BY@HjthE^pPA>}ULK8oYr{uN;o1^W)WI-v=AMWE}sjr)@6XHT-Oe57vJK z`R2oXn&am9=7}x3{OJb&olTz@lv~0vkG~FrV~Y0E*|4HqTG|waH;nUk-%uo0u#HdOz=S9Hf0>Yv)4$lvl$dY32TBC-Dn zjyLHYAZ{i5-*tQt8hIM#fyBL((ike;x5&GZGm8El={Oyx_vm{<-&A(-L;fHPEwzVu z&!_J!xZ3f}Q1V`ab1~oSTCeWS$AkEmZQ)Il@>_b7V0c*$dadj{Sy^s2v+T9kiJ_S)K7u!Ud4Sc>_)*p1wvzb))x4p| z1M%O5SGP7dU>0=>|Sn9gqBqLVmF$bxje6xn~mIIeaDtex~sMe z;k*{zV128gJC=;A9pAc>wR2N-tz7bN*;DL|v((xo{+K-{HC4Y9&VF@#6I^ta=d*1T z{WrpO7yG_aA8#Og9J|Pfr`xw@i|dnOzGLGl8q1c|#NQet_6yy73AxRh+=th{CqHkG z{s%cV&oj_%4U>bM<4Q<8QRxC4OOExy1Q@VYvdnaL?gj+d^_C8z)P(s~x4UHs_wF&*w1CavV~d+62G^1)j5OPK0S?2hDKs_kF2 z?ngwu>~|KAnfSyttaFm@8>=r_#jC?N8islN#pbZaD>koNm$Pweeby%NeSFhQT!K%3 zgU1>xTR`vg=qK^h{cOIF?1kdC6y`?Q*MjH#dX&9G_C&R0AWRd{UxxmWx?eYuJA#~0 z-w&lH)BlIQCmml+|0#U%hqmAN#JG;v);?QX%C3{_!QM`eFFYWBIvkxX$_C_(qXCn~f{5Ct^$c zhHB1BjoWxQoYpzHx>T-%@2Cd%^U1sl{jc=xVtYoev~xZk{b9!Yx^n1mI;|ngGwG3& zQ7e3*KJ@2ba`QFO{>qm%vaW$?U_+FiEpBqGT)d1f+7ynJ_`{l~+?fn@B3+2)5WYGN zPW3YSg)DPtJOuVd`1EHz&}`>;J$b|L$*yX}4feOAPwA;l4w7x2JrTtsCpBHC5}y@NBwJ$MP%L z^*x!l(ASAJ0<`h`h)Jf60A*JgW|i*tQX*x!w>J1iG9 zd1Fu=`obFDz5nPw&+C>a&waJL;KTm- zj+85x^XFhOQ5(X$ZBa}4=pIBA{Cff%&0*S}kM3!#zJ{Bc`@((qpetXjt(Egv=z<}8 z#UDeTVi=IRCKi%eJs)S9im; zS22>GR)y0$BH`X~xObn#Y#m2mAGY3QKNa5$G@sM)v^w&dxJ@Mc-p1;S8DU*ey=8bA zpESyuXW085{c3s9moL`igCY2gr}BJjb@>;E+He@YBgy)Y+RpCOyc%t&?N-MhJ8tQ? zuX*}8a-Sp1+NxAP!aF(Py^?$inpI%`{Z_ePEF9=?XP(!pqOq;ax$W z*hV9@U!W~#n{gY~ndxeLdOMyD`soj2FWXdpTng_C4SsbfRy)c6nZXbAtXPloH_+WJ zo}C(_;$6A@E4>5BK1%<)?0!N{z0>6DZThc=^GWur+wo#_r@?D39+)`>c&`i|5f# zcMU^dJb*o}MRGN>lrQlhx~;d8<(ph@vVTaEcev=-iQNC#*U{VnLm&FyRr}0Y$$T_{ z{x(=wY;yme4r92SLGRw=x7KH^UK->1)AUZJga5-CxA+`}zUp5XPZy&5v7x%>Q@v|- zaqnf%)pu`*lJ#Nf%bs7^y;{xvQv74o^AL-Z)#C@`%Y}HqZBh%!!c*Kr?i%zTp#4O? ze^@NO=0|y*ThEkqX4Yl-u)6gn9WOcm1mAmP@@uwD%@;-3v4!y>zSSCS6yIEhKIDV7 zVf9YSp7x*c&k68e!yjw0X>WA<;~!4vNo3y8=zbR))Xzw4@)g)B4%s5I)zC~NLbO78D{_pwJ7!7lMwi3Mi(eVjPa7NxgD>~~t!r1PQ_hWpo@W=OZWe0o< z@XPOL7QAPQ-PQayn*AMXo_A`qo{Uf8&#<1HML${Dov=N~2K6frV}mXEjr<g9S97X2*aL=L~g{LQ($2eatw4r^B{Ri1UKwn$_ zKc%VqSE%@8w%pcKea#}5f61TPmxJLu_6^oI%{`cIWNgWgaxDGO@jSlZzoZ45S3!R- zonON~4ekfoG}+dm?;iThBk3?(Yxu;jJbRh$;)cc5nl9UlEb~UzLR>%RqgTm)l0A2@ zmv5@|6Q86D`KLdh979HXv1L!Vw-MjS&Zb(m9xSKAI2CVC^6-=^$b(*vPi5E1ZhLL^YzHfNOkg74&JG3Qvm&309#lNHP370w6?PCJ6pcdek!{A+4NsB=kdv1kQFyC2UMJvOku4KLK&!gjc zG-^haJ? zSc0bEOF2R3asu34+}|9+*geZQ<(^=s~OsC(;E`Qc7>8ym&ZaF26;eLL62GvV+{ z`f`k4JKpR3EB5#zL%s_dzeFm0#UXpuFG~8kcMNwNepS;2&R_ZXWyhDGpO1chH6XWj zkr$89(aEoCwkBf<8GZa}X=C@fuS7qdtR~yBXrIz|lN{Pwe`^?g**RIMShi+3l8?5~ zZ%il8!#-O78uYkdp23NydUH7m8zm(Q~0ITes~8sz69M+ z*v^GxnEtEm*_y1|;1|PWzRrgYF#k`CeEA??Ezu-j^ZiHSGOkaxjx5c0<@NMjtPhrQ zWS{C+lKBQ?ZwSMU&PUWek6N0Fulkz*sRY|s}**Bi3^AiDexD)u%^_%2MmJgXPs`&*{8A@?CPGAx}8#{wDo z5Uf3Yziw4+Qx?O?hMUpM#k*e3T@5@xlliTEGjB0XHX8TByKQ1t;FY`jRR1$s`2A=3 zxX6oK86waX{c-xgA6u{9$}cVujaIOqE32#!iaG3Cg64{P^}VZPXFiyRW*A((nfI~%NXH(J-Di&k#?u+hT$5tir z0{-s9Coi+t?@Z%1;_bJU<+k$SJ{aba6;^tm%HQqCHk$;yWAf9%{M6oYU$JWBiw)pB z0#6TmZ{(L#^qW1aw>vMgHv-Ea=}*Zz1%~V3Ul}%)Dcg#j``M2dn>)1a&#uGJtVqw} zd_PDvHSV%w`BtpLQ-WkRnH$l6qT?mvcp!VW{B%hJ8o29tiKo z=!c5guKJDXWXC3V0{P&2KE6Zz2gCUZ|H{4ieQ|PSm)t1#UO?Noq57>^roMzbH{q?N z@Ef}1P1`FlJSngLrDr*QzZ6Xmu{w}V{poCpwj&$n)3qJ@F6A?|D7Nw}258$F?MO7A z(X$waOT{R2d=x*g4ogQe>iqi~y^GMb(8g!s&RPCD|9FEiF>8i9LDA0a54gtg$2<1J z%^)9$S%}?eZ8HL1`_b^cO`f=92Rb&E(k<-|wA!}1h!3|du2)aNW4KZ)xu}J<4Yjpn z-|{f*4);57ZbMERwgx*qfiC4@^p^IG(TiOo$MTQGb1u9$vd{OQqYcFPN81hT*_mvs z#H=knd{vC#A2qdj*SS0mJ_vW4gI~gbV8o}XcN^HQX3ODbruX#Ss#YBZ$KLGxo*mcO za`X%66r=E4(P(A<{=*gZN^r`D@_f14fp4sg@}4kX#U}X@t8K+tZST=P#op?tSQW01 z$?Ol8w(wi-ax(qKMce_6m}HMSpKreopEu&sR{YT5X_{HCrSZBiUqt$LAY&fCkK>oI z^0~KT{*Qiy)6AT20ADBA_hb9twW{2h%ucpr;8!nG z{?3iD@FsZlIos!H8_O=fi4KG(OSKp;;Zaz2RBE!Cft5TkaHhvg0FpH`+IUUw~yTG5U~y_keXy z-BTNJdKx}!hWJ>=A%6$6;aB~`#b$FkvkqJLvB`yWH}Yn{C+7KI`j?7FkZM*e z#i;DZj~8fbg7a$j4}$M;IUDSc>eV-Ni*UEp+@E?18@}Okhy#%hjB z4kYsjcaJ8?gJIW1HHRTEArE zRBJvpI=WTc-}LY3c%t~eOUI4;`K7C+mHBxv8{Xmvxf<$f+8NE=Fg#>`8@;bN9)iYr zPSmJ$6FjaO5^Ira-TkDtv9=wTpn>5B7*{}l7aLxXBSYBW$}&4%`y$(?aDT0>t4-aG zx|*NEczqeJbJ=pe?VQGC-yOThd>*6kVp|nmb9;Flez~26@1lH#?-;pvHcSinej9zp zOZ9YnWf<0gc`7@a%nkpL-&X%S@?u-LWU{e>wStJ#K<>zgm(4Ulw+ z9PLcs1&&X1ygFUG^Yu9LylEBg`p0+H-AUK>Y0cez@>a4v0n1+I+qLQMOuqRh3TxHz z4b|E%ywMb{oRa}!+ecpAVLOSR=kwQY>~Dqs6z2yuxa(J2_NE(uCuhQDotK1qHyR(Ig-+Og>iW*JjQ5gUJ7^hs&8+wGwKifYv{IxJL9h~uH;~(4yAG_T7~~N z!Dn7A*2Q~8&95`mlXb~#W-O?Gxg3eY)vq-}@N057Jm<^RKkU`{;x#rM#@3tYI0)Ud z@SUOU!;o{<;TNk*?d{*LRo|VDg5nP)XeljGUQotlRoj! z0Vg23UeH_;Dwd(&H^U-*}HI802 zHnzljGMjv_E*m2zQ~ANTNPPn-tT(c+$yid8mwfWRtrxjJp?TdVN3)Q})@FH_Z@SX+ z9Ur{NCn4Wjh~I_qt0`q)epctwjtze8EC0G_>kP*_{CyNGC-alBlRl|^do-W*uD%hM zj}fD8Xf~s3--haKptzU5Cv88V^=3(td8)Mzog1=cPj%v0^m`Z+E&1-ROabwIx*O#hNMnoifY zdBP{wqOtlDz8#z20mskeZ7NR2OSv_kwb{1B7~esByOYlk(JXC0l7BOuPt$d+<45pq zLsq!M8?HO&i+dw~$+hy5re*8j=jb_!40WaW3XM53zOv@cSGu03>n^nFd;C2eYtkt$ zS$lD4ZksDcFVj`{57aOh)X}ESuaf62=zdPy>;`LO@f^t?uQ+~^eFvGxPH$ZH1%R>Y zOZdL9Z^IDpezDDZu&XB@8H4fBe6tO@{l%;eU*1gDZ!mVW zoz9NaU=qVz{F8m!66 zcUx<&m-L0X&b3r5KH2ro`}5sm*lYHDQN8guLi@$e)wE(&+buA6(brO27dE%8dlQ(9 zgUI-nebZoLV-ah29yP&v0F3{Ssr!t#n%MpZ9w{Pur8||h>1Mvy-HGRda5Y?O)ev>ZgSXuKn%;jizXXAHp z*tOoTiO^>R{O5{&F_b#WT-_*74)l+N@5-6hpE;%1EUy&PgF8&+R^qLRp$VGp7F z2R&8IhJdG8$GW<`w-qC7Q{s|MW39{&f}eL zvbQz8&N@KbPuLpbdMkFzOUWd5kee>V$9_tBB;6d@zVy}?(k-=tRsI$q-z;v1nG4*D z_6+w^$=%U0l)MATH9qDeVfX^O8^Jo{?wRU#6{myUKigp6l%A&)=I4bz?0OV^9!;#j z)P0+Hikz6sFZX*!h2KFI4^P<39G(~x(Vby$_8>Ua^G!=UwkoRsZBS= zH>byi!7g@)za-@L$!xryEwywLPtkAkP%rrCC*h5fJmlE9XcstUuyL6_zm+x{Sr0s* zAJnjSD`VkH?3~3O>+|qsPi9__yoLWxe7O^RMzi;G_2KvK|5P5Kd9=oVV{7*i{Wh0_ z=fLB`28d<7OP*#rqi9@X4eyN4SBsSTZiCr zlbGy}wi#Q(QxAQx?Cq#`?CXi&+3fgT`M>yPkUn%Rybi|WBfRf|!~OWw)JKWAe6&d2 zIQq#WX~=uxEQe#ju*APO1Ag*u+`@VhrqMBIAJz{-9KtUa<5@rYh^OcbF&yT4FVU^1 zIC(?+W#(%S!FsA(Hv!K>#QZi5)%ASx1e>~`*&A&qxU>_a^vXKWA&<E{2jn9xVmR*lKV4p4_;}ge7acR6Q4nT8!z=?k+(pN4lZ-SkD zsQgbl$sU^M34a28*llx|O~w z$T*h|%r}y)=`wJ3{rk}CD7=4nzSNPCv70tG!QxkOc>^8yW%G1xcE%63 z*$g%{uBra!aNbDWCG?pNBXaTzxyJYK^-g#*F5Lj;OSSzkdF#k2x1%w~P7f95+o79H zw!9azs5N%VkLT-5i zhKn5QpAs`DNge?}C`wK;^HuuQLH->zhT&5q{iK5^W!hPK#1tUX_;?(Y=Zhc5~8 z`}L_w75PoMFWWtKt$v-EkJIix?IzM`5Sp3f4zE<-CQ7E!_Yb<;5<{GKo6mnpA9#mXYU;RDyQ~mUjsh$Dn57riFQl;KK1ta-mHB`IV))M`(-t|Jb$%ENP+TN+{GFW`dHha8f6Zx>Gv9Y^)>#OjjIQxe_ z=hO2;-Om?M}s70b09We$;|>%O};dz717q&?XJ zuVksYLR|Pgf4OFB{`#0s-CSQ^Tm7HVeA`O(KmGE-%6?$ihx7}v@`C!a|Bfgt|TiaQ=9l1IPQveNyTr>i;?e@!!Qf|ZU|ZUgx@gDCTLR;FJIOeC(w$|@*?d| zL1Vnm_9W|y`sx>vUIDBAu5YSuhUd!Rt+}xOpWC}mSBTp;TyKo_db-JlvAD~hlUqaX z4|yl_y`PnDfUmw*hVuxzAELge>kvz~vB}%>=`=ZE7xedP*Nc81*Hqs&D<>-Jj;^D! z*X17hC#fTMiI_{oF`Wv1KmS_JJ;>RZpFCd^#<>|E#T%KfegJUdP*REajMgBIs`mJ$m)v(vp8*lT(WH24z z6oL;zd?NQ6JD??FQaE0`tw7%8NaeUyR)YH3?aLnt*=$Q6^4iLC(KDx z`96Qd^W=$W`{Q*Y87V%)=sl3G_wj9KzG%;`iycp^`^zy^yzWQVW@w(p=L0+!=ndd!WE}WYm#4FiCMzM&DX6p6d@Vqko>R-NzSXm7pSj2~;X(kq)6&DA& zo{8pAy68KxHC4hdVQ)X%ojvpTe*}KFYZvnGb?jOR%Z2PTZ_lg)GV|!{hI-E&<=)VL zTZ-cs&n%u~<4^24jl3@O+?c#@euAynz+g1l4GysypP+4fxX%o7v|mpD zTitKuelEX%C?C)--dQ`?XE%|(9-SW+7fszC$L{l#HAbJCH-s_n3bd`=_aINaB}X_$ z<6&-;jiFbheu2JjEtj_=%a|SaHoR=`C{=k zb?@PIz8LtB%w=SoKV*EFM)W$r-do}1i^n45qHW2TfNn>1AK)|0Wv{Vk zF26TY#t*qY%=k>aTcKTu#|$(Ny65k(j;oH};ypZv&NqbTr`ivv!(MDV9nEHZc&~E} zo*&kD6RpPAm+-sG+U;&KHg|9RSDr)P<6S?F51os#usBn@&UOBWiOmO#i`SLC2IK7= zbII9}oU_eK7qOw0w;R8-zd-Nsye90GWjmnnO8x?Eo5S9`GnG@S`Ovy9norJnc3%b8 z-ISXXgy-YYE-)>$xBiLyx$cO^Hn7{9P3A#S1o!ZK>fL4k|66i>!&`F6GZlL~cs!~9 z&2_EMCt)s>k#z|<G;c2`ElsPZg?B6m|t5Rm&0?U=uH^C zt9*%mC#R-;*n1@1^x>$Rc4E8OgUoh#olTzxG_&NqQ8j*D!}Yg(xIVqiYlEC<&jxnW zwUP2E&SSJOx5~v__IAbdc{KbMXcPK|HBNe3UAO6j*V(lCp4?jh_m*70eX_yTrzFuB z=-k=gZ?e#2%Hw8wIEv`7A`OvLT)~RVNvbE&s;0Qs`3#=eiN+7`z{aHhCK`_ry>If^ z?%F;pO0LCcZ&B13j|J*)z+)KAJP{3a+08WWqOB1u?tm9Wk{uwO^Wq<@-`VjZIV<(F zb?CMdpCi$og2x=lgsgI;;~}2;P6Tg@#_TlgxMV4w=i>K0eY=v|N!hD(I~vV%HU1$( z{juy@LBIwhZ>d zB<7X!Vze@6^JG(e>O7r%kQr+dqm)7_`N;z91tAGTa)u*Q0(`|zCNqBAJdQ&n&4|tkRlVN-`+DR~2K&Rzm zl|IR%V&q1&c4xzzHpx)(FQ+fsTwh50!lns6uU4wR4U{z_tC4!~82yfCRyn&oINyehE6l_tsEe zQ{CkXqkL%uENWmB`uj35*^1s_1f5F$W_0RE{>$3ErOh$)dX7%3$y^&vV|vp+?EYla z+0|Hl_&y*$5HI~Ax)bf@%Jr>sjzgc!r;;y=Ca|+*vF5GPHZX3f&Et3;ELL}c!whwD zOTMYHruaNh#ue(!HX^jCJd=ceI3CZ?$9F~dlJkz}hSG0+KJTjisrcTeuA4SS_k0v= zZWK?)y59l)CiGcG?}yI(lf z?e@d(J9N9l`5$`iTJct$zIYZrUas-ICjI37vO(GGihdNG?i5Eb4ZEww7&NQ+ zb-uW}l73>TBrE#UEbkccV#XJb#;Xk;fAiJm=x5`>-tgve1k?CG=z1z^!Y6kvtA2k} ztV^%kjUPXH^SJ`o#cqD{Y`{K zo=?`N`>o`>q3x|`^@DVjKJ_Sl;T2}{>5kg2r_Cf7wysp4s+HT*uLWLWGN0t=SE>Ha zM+uWK^5?tTJ>t_S#NmARh{C4o{7eb1Q4ci&^elp>412W_+_k9o}KAP2NX;G2Tzn zrIEg1yvoI1dY1aT#6ef~hE>a2V(xzJ#b4P9-&3^vjqjRjdx^F?*Lo6dmVE?!#9i!d zri{*s)qiRX$n~pupc$telzgJRM*A?P$iqe38o!t2{tk4j`E7fB&B`U$S28;q(S_s< zqW70#DD*#LV#pU^=PlmL`C9rm;JUo!9Y)*>2H>%;sWe zU34ArevM51F#H2k+=&hkYAgQ393_0Gl|SwHfGkf#!<%Z^@9Mwh^B3?dwEY*{^`jEL z$w~aNzj&X8*H2^&tnqs!%HQY9-ej>m^Y&@_gR$vt{on$+8!NI`(O=ER*YT4>Vlh^I zGeI6n$5-r5y4RP}eXJBtCu@}QX3FHIWC)CBkn^bc2)Snw-S<$xlB|!|!>&~P6&tz# znjXEJH?CB7PO`VvTZLxtX-~HzU>o}0*NzqJqg#9-dYBg9;s1;nk!w>p@Vcj?Q-}zZj3X zuE&x4rFN6?JEKzlN856*3j5F=BEBcmc|c9|H(;U-l%1e0y7V*H{y`V>-1tTK^v6q| zE5D#eie~G2zgb2<7^mx_F@{A!#!&G)*+FhTf(}+h(R0cRGR=>Ze)xQ^{p;#x(Pt&z z)9_lXY_7g*morYBUsB%3As^)0BxBH@0jsC#tvK}2dcGD5NuSzkpHGZA(c}7MjP4G{ zLV7LL&Rj0rS(_W#6y`Zg>Z-q=pWmoG%#su7dL8+XI^Gd`3+S{RoqNG}KQ@@ZL`&#% zFS?0r7=Z3Mx-MmNgZ^=l`ycA7-wu^WlQTuRUB38DHt$b2bAd3APLIInUi?b2T!*Fy zyFNfaO8xou-YTLOdC4JczNb=s`y%}b-5`2Df^G<%db1aw^k!vpLe?0+9mV%Z^%Jz? zr!*&Xw01|~+g1HM{(YFA9;f>xblX+Tm6SE*bA31$Pw^b`<){dD@zLb0KpS#F3x~WF zHGN*U!NS}u*BpXhMcX^X+@WC)Gq8Km0?vs2Coh2eZBi%^>@B6ZeWvK5yrjz0PE@gcwMZnbDgyW`}ijR7A~#m zjBm6HezVd10n?}PuO}B>vL$&(vcnUI7%tfrHPzo9&9_BALwOtgmY^L=$BWg!Xa4gf z`6sy^rfj-3)O_b1@LKHHhwR(v+0^-GI_|FQA$;y*|JKIoi}>IMIqoi4y~@YEjlcR( z{4P0ciT{o7U{5aXcEtCP^FPOOZSHioc8m@b%kpD*OD_v+Uu%$Pw6dSIU5C$)af`#L273}@(76{W+0Iw#$u)jMhkobc zI}TkFHkiZZcj6~k#aqE$KM4LQhT(BA|L%lGd$LB!qc_q0FJ-&3tD--QM|-P7AC0a? z(-ek{3uW|u3vCBwcbo5AhsS~JpNZ#Sa&J*D=S8)~?;GtnR`8=o*vSoZfZ{!ezMc)M zwSMCBzVsid>{|6B*mXU>-6r4d29KNQ!MCa0RD8m=DRNmiI&DdoTv2Yp7km`fED;~& zH&?3Py_T=Bc?!I=D>qR;9q+x>!zX`O+h^Hy1)t8L+j02wcey3L`=j|3O|9~6_5Uyq zEuz~%*mY*tb;@UX^XOgt;1C@O|DRyLQ27yTGIuR^3U=|=hw8Uvhy0!YP8Yd5?9mjL zIPZz>8s%cEI(|I@|MqMcC?003Keb{_Oh36P(f5%XHDH(`zy zz7ojygdKU=8xG@QY<-l3`W>{BxAN=B{T_B}vH5Rvt~dGbGktq~^>)Ui8|Y{(4mm#& zlgTPPZ^!F7m>GxiFgA>+RM#e*A%(L?;WH^Vts%*8mhGR0@{Z8~doj=$Ry{GM? z{L;AA+7yoo+SJ2lkoGW-UNhI}1;0i5rIE?Te0I;`i0+m zd`d17o7I1lHHQjwq4)-N`2s8I%H~VyAeJ-p{d^$V{l!d!GWg_o)8Q&d4V#DaMQi%S z>0*vuY$>;%Nbc46 zbw#s)O>@zl1s6UlhU(+au|5$+gKl+Vq5XYdpkyex5eFlf53^Yq5<#^3Kll z&~(OAc^Y!o-tO(U7VIj!@h@5NB(!J3C`WfRoyBLgFO0sSdtbS$2f2Tv*#!ppMq865 zPlbQkOh%Glvg=5FULMN$F*kpV#_1FKQ*;G6`?0a5c0018J^6Rj5s#AGu>K8CKEqx@ zcv_ae!mnqcms7&i)oPoE+;=4hCb6+59jAOGY&L|!{jeCXY;Qacg`qu*yb+$$@OuEA zv9Z_??QY`gMl?IHw*y}Gonz~#>KN@m_@X&z-;~b=u#HbjwBZR-(pa09-Ty`QaoUC4 zTPUBe{A1TwDL++P^X77I{A%Gek-V_B5)auJbnV$UzK&m z(TB*{4UMrf`B9l%6883rC+U~g*aMNDV3X)~g}6vQ)aFt5XT#F?5eI+O^D7^O zr$fb$Wc6d?Pj%I&?_uvG+Fd(-D9oor9E3fVbOwIr;w7I)->6$krv-G}8XvKgjG{}} ztKLuypCKOiMjO^D@_eN47XPf#Dc+py;O{=Q)i1)bBg9b$F*X>V2<8>%)7a9g*8ZOM zeaXJM;_VW4%_8R(*UbYB9B1+U!E{~EVU7@8SL^@H@IF>~(D8gS<&VVtJbc}gHFrL~ zAxie7-*9@a<9@LFHkIm^AIVc>?O?CuEVk~WJ-YBVOeBBC4f?J5L)d4`_7p$t&6mpG zVSH_@Y!p1$P=**DE4OaJr|rzunkZjSUtmWrH{?z6o$mhK8f&&?)&2dj@01>aPYv4+ zgI9a=9`m^DD7s%?XI;k!f0`3LE%tl!*F*TsB?DHa7ztl-7GeGq!{l{7z7TB_a>QSB z6fE{-UoSd;Vhr#!Im{!{&`0!vc)m6>@YIhA@t(h;-Np3T%Xtg5S2`bzCNpj%&jc5;L#^Ih;es8W4i zRGx~@<8ZkapGX-Q)jiGq13wrn<^Q$$c?ZWc?(80q_$8Qj zfZ=)CY8Q8MbU`=5S)3Ner^r#r@5O`~Us2Kexdcf!7qd1^Ic6IUb(hvnTBB$xHb&Fr7`;3v2E3(6@GMhMLk>D0FYAHuoG5yWPI6w^L{3P>we?oc=CB@&_u;cy_;#n~ zK-aZsrjfY^fBub+oEUzWrA)MYf^L72c>zq{M?1#7{t=#9C(ojrN7m2u?8Np_?pFty zY=56D`WJJRiLv}Vd8ZGIV4dyHPi&3$MfWf5kJP@k^AK&8<1IGhx7l`}nCPkO5%t!A z<+*f!t;W8M`}NuLJ{w=xADZFwu=ty-{sVFrlP9M0t>J6D$lXUXoQ*^IXY6jNeel%< zHQp+x-vY8`G*o}{Cf$ZS^Ot-DJ;R(~Ha&0F{u=aQ?PPuw-_6GVk-3TM>bNB~!u1#0 zie-x=Zveq>?}~r)#^+9Q)JJl4c@nxNbh*ks8`53TH)qH1{M}C3T4e00?J)fLBR_?1 z^p3Vh^D1n{${Qczd$H?{`F$gO;Y76BC;Q^{qOs*u*Ya?Ap0=au^fVg=EBlV#zi8WX z4F>U9Y%)BYGWs@n&&2a_GL5^{ytpI%He$moY}}F` z-Xr57yu@s@QXE=)MvrORid;E7xe!hZTn|EjI9{*GIVHRM;XPNIU}p#S868^JR`-Xp zMcTJ@Jy)Bl>cmZPoO^vH%%Adk;z3SNPIWY)e`n=k3|y?;KaMz*!{O_S`2{&47w$;U z4e;p%>%-Y;E*_qJg|%Y2kNcao;n#$p;&HG&PWv&+HdS^A-L9dlI0;`$R^P0VThhk0 zp7)|%kBoj|afY)vE{@TLZDqh=3Enrsb2dE_ew(lTM1Bo@mrvvE;l3C8KiIS}Ki@#+ zJL-FrzmEG5FZxi~iN3qjV;25L!u2iXFUudNq5n91^~W|ojh~iVyE;eY@@Kq>HpimB zn!Gl6Q|8QmcK8o53lowaX#C!N`o?hS_<=E~gM zlJ#fzcs$=`<8-#@i{%MoU?lxF(+Aq4zgzpCtl=i=o8PeWDs`u6yS?+;cnxqC^W{(0 zDEyjxTPTeE>2&mu$Ui5jtHaA2F3b_iXYiP5JZh=ke(L6<6SJ}TcezSiIWxYr-dE*h zZi2p|-drIEV=E9X(<&@Vg>$aiqAp}UyLuEXp8y6XSeg*Q0Gd$%*! z*>uh8Kz(}dlUCm+%8sT%H{SjkszY6$gJW|&&uSt{D|SpP)%W)cnrEaHKhU5H%_gAV zgT=3tupg;QX>ldVYgg=CL2^iacn2x<7SdYl{NFoBeR_p=kiz~@q<^H_bfK8Cf>wq_*xZCsfGNRUQ6Ef6kF-+;(_DoHVB?K z)m8UXl7E>WPNpaQiUXb7q5BT+O)F8h77s6%b9OK<-xrU~w11ag&FI%r-POF;l#Dx+ zKSqz`WY2V7La$a15mDk9{zof(F`sv)%TCIE7h~gLH-OAm^gJ2A*7)tk&YRiHPhtN) z3gbd&^k-|ofn2eTvL130{};Eik*~^M`dWX%@0yC=R}}-BYcFqwUzbWYBJTq{o^U>j zJ$KPlE-t%kepaEM>5yZ_J4R0BTFS?46{2%z3U&m)w#0(wujd){tb#*UZvO~2suSl#7qN{4W z>sImKb8HY>)%Temq-%GFTvBeV?lJuI%lvNi7qV|6yf$UiST;O|rnU2BFghEZ>=n(0 zVLLLqRjPaF<$l2q{=ArO=C9eWXknF%N7sw)`a`mzJu&*nQ|Rj*lX5@&-=OQZ@Ozu= zfAQC?vRG@@FPrWTDT9x#+*vT~qPB7VRMA{8@;(Fz!Z= zD_e=~OE#W{W_vsrIgVv7zoxgs&{v@4LwFAs8|~pHHzoTi-wAGqpj`^R z@jINHad2Q~@v?Tt$D}Fxv+#Ku{S)Sjf7JUG4%l^Rh_WBZ{t~a=^fE?PpTi%7-)gk5 z3}3>On^&rHut@n-?RdD*R<2iI&!bd+#?j`T&dS7QK zf0>Tc>GG`HV-8U4h9)Qb$Xa`T_=H#`JKIa$j_yZ07O}~19+!)?-Bi5I!FzMD{S?}m zpS!{GtGYG6mZmQx9mT{?Vt}8Dj*gGW-K{oC{soU?>--*YT~vNcpD@o|;`kKp?yz1} ziPDjy&=J=;B|wB3Z|o{Nfol?x_7}F&zA+Z>4g3zCC{Z*|?E1Ynrm3_}>Fxxi>X02lyX9~%baeJuU9hDBF)Uc|m6^nchfi+;xJcr1A%9oN#M7rN!JeARseoy2%%3@Cp<&%a?^9M=AV*;+Z~0%c*=*uT0e_oyth?n4V!EUqZZm9fbXR+mA`XkArBP#Uwjo_)6g0x z;`Q-%E$R<#a*P`J^0Z-^qt$|dw}j_>f$W?6OrFdohB)2)4vrNa>V@O_f7=?*q@ zvQK#)eE7214ZbTKAF^*SJ9nk))qMLg9QR`55ZC%?8T$Tm?GJ-xfmYnbCzCsge$5^7 zd9*j0J1hK8*Xxwk)mNXrMPjcocBR2Lf5Q1J{+)s57&x@W-xyfvW62xzm(xQmC;ebB zh+O?RnxxHCe9cXhzV&{^lI?UapThUv+UoztWE*KWR2;8BuP*etydRktqZ@@^3o?4s zCt~+B@)zL=yW|AebP?a)`_4web_^UJfVVYRWd4%EBxyl!eJ;BVJ~xs%TIR%fk-1lSa&3Iofz77&seZ-7$ zD!L1wk}c*RX**@Z@RDcJ#%PYg|0eg{>An>lKc~wj@LM3i4WpCx`6{{jbv)@F@^<}UFqf&1Dp+=YDkGTy+PFekUpx=8*g z^@(^L=b>y!oUd`Vc1@4eci5ch=gC$T-!RbkFgfE9eu80G<3}?q#&9^u0Z|PZ_ozPt zUt?ExEE`6k`yQWeuz4JIui;H*zHWnO$>ctXxBMT=1<@Az@!I^fJO280v>TcKWBa}M z+@Z~X$eW7pao8Vg`1)!djm$B_mz43p zvx*+VGt5pFVC}hv!)Q?(Sdx zb(~~RwojzPlW^?MckSr0vu8`2(@l(p=cD;=WSs{W7=&M$i00$HF*-4q|EDgBu7=l! zbXi`h?zvXiW+TPhwrGw=|2uoWhIv~y@5k2j#da6GwnNjM@7||FCr1l-Z>delNiCd5 zlCx9AI3`98hG9RpyroSavPK1l}BcwYf4YCP<^lSB|d2ihhYC-uEQ7*#*Gg4oOa>+*6_Uq{|1=1Ay1se ztMMF)R-TP-wdOlj`K_+Q+D-0?*MY71Tv)%BAL(CmaP*JkVRo4-<$NCY=EAQol-vB@ zSMon;yP6z*KZjfS8M!km=7RKWL*4~z@R9?2C&D*EWuVs&ix**a8y_#=yPd`5 z0J3WE9?E}z;V+(3{k*&Z2FKyC0>9wb(PV|^oCj;WwX!ATP1A0L^J;CyXSTEYQ);}+ z!pA$}Pmd&KrgzT&sOA%m?(Dd@FfKTolJ?b0G{5hRxw*tgAk9EEE&1 z#MU2l+ky_AoxjERLRi^5&!^*mvNADZ@n8KiGkl+u>zl==_4XCS(OfZQ9E~4S_8c8I zfB`>7t@zuTFwE_XJ!`7Jq!1l19;egea5frm!*iz87@2MxFrZ7J{44X8{bAi6uP@b& z!RudiKGXew;CvOiKeKlMpBk&nODfgpedQbI28x|;__!1L2l$X(*#z?TgVCdWemLLk z&F*vQYOG7mUGg6McoF%H@%vEScMa8Fxd>xZbPZX@R?Okpd?mY%s;xd_&u)UNI1FQ4 zX>E~*`N7pe^X+2yd!XA0Zbz}X5nFGp_gxP?PlfB+Z0^B6>yZ2{ zv^VgRp3BU#F}iEw`lMlYi88m{p>lHKoV6Z&}*a`$0}Ieb2Zj^+X7M{IbX-m}?$ z9oe7qQ4g{QiWjsz{ha@fKo6tv%gM#KivO>Jhq%vMu+2CT!6fXD<(G?> zEo;}r_zW2LgGW=i$>r5&P@P~s1+SI#=!u^>dNPm>Y|Wl$zx)>7M~vQu7rJ6-z4a{m z#_HS9vmIU&@L1+Nh`c8F+)KXx6y4@}6gjozw?%)M9BmF1ZOk5eBo~v{2xcKKh=H*8 zmJMd-k!*iO{$2{l{n>vDUhm+~t^z*!aIrC~Vh#fPFI{)$^O1Cs%fi~HFt1Ej(*>sC z-TLsJWTKztN0ZfoKJ*Ry>LJ$3-}viv{igxF`E7Y0J$B%)E6~2cZuuyGL;ibC-MPv> zhU=klxSt)NkALj^FqseX4ZM=W>G~=CH~T+ca(r|je)@9t8_u@cbXLDfZFQ|y$lD>u zmxJga9&&sNV^UZX=YHKGZdO;2j+{adn8j>~SL z=MXXS9$Y)&1@EFc?AJ#7Hk&W0w?FH8b7Rmu%dE-7-+KHT{8!-hIy+V<9|qTN;dPy| zkVkhWZyfBzVtfW!L;34s*D*gc&Jl8ny$^*G>#3%)l8p>jT1Tj!aGyd zx%4P)?O}$sQn|BoIVPP+j|$zpz%2M;cRqNjzWOdysXvzPlS9x(c=tE&pJYvSBe~bP zZ>x7gT zk$tG`o9s#*E%5$ad^J*jA56^!qnFX`h^O3^{+rK#aor3)x7S5QJ$BX>J7q3oe#X;5=wtey1 zmptQ8*taUqWA|9)yV9ix9CpCtX12kjSeyK9V7WORrilULY$>;=#<`S_@=x8%KjE9M z{0=%jjqVD%bj9yua&}RFGrK|@4Hb8CN8Xg2*WHKMHx`9CN@{LbjN`j~$XrODdb;jL zk1+lYgWb_&4y;GR#vAzgoZYJ5JjD8YVjN7igy~ak-mR|sPa^3C%8zFAT$uMJSKLK= zx?kzsn2uxVzmneab3DhrIeBOHs@*BvX=6)D?4>~v1$F`>1cFU^!(;;7m z?>f?Fwcmyeeu(9mu+Sw#wtVD1t2L*g`$~NIsd!J> z_WGUizWi{RxeeNo=j7+GPmukGUdNI#yWV@F{nqTO8LPwoadf=)6VOa0({*yNJ(N@7 z99OD)Ht7g9zpE{|)xEm)T=!;j^N4S>&GY#>o3GuoV(CM_K8$~KC4A4Y z?rwtqKD=71@1pz$SntB-17RW-+lrYV=qLY#+**vTjk0g~%UGAK_D%C^^qL{& z*q&cQC;K>I%^QjT?8w?RzhBUdP4m_7iO05lZ;qAlch&=TskjP#bSHL=hW+*E%wtl& zv>n}zt{uJf$*@nD4MV#eb{i>cOTQ=axD3xrVAz3-z1;WKrZpM*b#XU7>(_h!DUZ=F znIksEdorco_l}MR*s!ZyAN^1=)bE8UNM37Pf1XIgmY%X#bS+ z9KJ4`JHcXKbTwqlU&*=Jf5@Ii^gc#=X&f|U!U$pr_bnQ{-0_e z=HKOMe6*>!YUV6Y6@~b>7m$jFQhcRyU-(ulG9DM3!tiM4X>8b64D3jboEgULcrLnC z>W9O!7e2cwgK6{-tOl{&xLdrU{#g1t;^XX1yhHyccn7@xV9#j2K8TIu9`!pX=6Ud)p)O#yE%|7Z&iI}}-i#2dY#iKRt;!DTko;Oc5##9zVQg{_+a#y&$K*aw zmVNjTTk*T~Vvnt>YJBG{=bQrz<8pXkD+)PmB6%b5I!N0?@Rw_gd--d+x~=K)5uJ|_ z*BkNeCHRQn{71Z$XJ3#5*D$uE&6OREW*Q!w<9!nu{#7ME6IMInKb4J7pgRRGV`<1a z+WmjO6xFA9_@$_@#}Heml^4<>LU%s9&KLjll*`S@tML6)pTCL^2UM!h3-gvicQP-7 zCAz#(#rqT5T&aGD`}ft$cd0muk3+Kyo?<8KhS$q%Dq+8?e$`4Jp04~Q<>x93Jo?}< zA=rigIM>%}k4L<-LmvuxC|<^<36<(M_0f0uJr4^pntw?qy0SOhN25#lZX4~5rD?2u z41ASGbuc_s`)l>R#oDx&cQ(TNPIYa>-4|?+wO`*6{MB0fN%(9_=e@}uOW&66$Jcx3 z0^f1$I|khccpQm`wQ<>!-*3V9LHeD;CqZ9%D*UQ`q%UVn(T=F?Ha%S@{{Md|s?U!5 zWNG!uS=^kK5D%-MYz~y_p?V<{{AOv?x1su`eEKnN59)~%X|hSZCrzUKUREw6ZG<*v zzVX(i_QHo};ujn&3nNYPZ#_=04No|;D`?|7JVlS*aE5A91D#g&)nDAn7vXcUvf1hj zZBAAfJScL*SD@uv_#dqIbP;7oDeI{>Z9|{S^?>UFKiA9YwT0f>27+Bh(_C%trsrJc zyV1KPey@`kR-m$0hrpnI2|15IXqVLOk!)4lZ!s|Oxy8+q_p}s%b!L`1I zp~p&mx5NK>#|ylymq%nJo!Ib>^P`T@?8@k|fKBaSGYOte@i^bT9+>yirjK5*OU3^< z;Bl@p-Y)SAPea4oU;*doD>lj+rI9he0-pwU%F4+Vdb0@1{c4qZ1`Owexe8k#VIhh5h6&pPoJc&V4wO0$%ZmC~2h_n`MT&Kt8O z#Il)gm{mmU;Tf`?zEJ#3PH#4MWJ4SJ--muvdPd4lLf=QbM)V&-#@VnMM8Ab-=ot@2 z|69eISY&!S7@lfHFIW+Lt!^Fq1e@^49*5QMbZFCHw^9#(-E|$>BON=z$%qi%nk&Rj z@&%pNaqJ~NU|WpD|2%bb@#D|%MO4v~9xar4Y7vRU@=xdabljW|$jq*`B6`Wl#-9m2 z;@)`7Ajgb6IuQ@?n0JR8edCL@d$@1)KVHJhAivBEcLI!q{GHW52-DH{Of-tUM(kiny$X+^!FLP2~0=%&sna^?sSb`BtG)a&PK@)>)|Vu@E@1if9Q*6aT*>E z@pb5%6O>&5^AY^Ekr-UapTEfiE!aHEY_t(<{=i#&g)a=s3$>lI{paV-IeNS z83k>Y_gHkx;8=>Im&C|mdJS~{kX_j0@YR>& zkHvGyCFilnY&ADS$l#luseVuON5i?fx{tMc7QZ^NbfMk85c8YBC39{|o>gfT<6rBl z{{c`OrOiqF{jO>YU*`9v2 zFkyc=2QE$VxQlM`TJabDXyXxdLSN`_#a3vCYuBH=3Vu)G2alYr8(`xO)pb-NF z%)(Qsva9yb@YOroUjpCxmFgQ0*oOt1o^dx}?bAvwe8(VG4f@ReucqhPihzAx1K3flidJfQq~I30-h z*~(tWzec_tMy7mRil^)oxqnCUUZS7eovgxVOZL>T{ZI7rR=JA2r7$Nu%=oj8^a`{; zuy1n3+cxa$>i7vy{j=OqotO(x3X{nBE4mi=zRC8J$P&xZ8+2WXo~-m%w)NF!g8Kn* zo(F^8%IK8Dboo~M{VQ;!Q;@4KMw8)gwi>fLd~KbrrEaUByZY1dSX+B#$xJqkfl<(D zDP12_b^|%B@i3=L^zZB~x*Xh4eFBz01dpr9x*zTNc;AH2)~@Lr#-~`^6_b>I!H$pc zY9Mn!y(fQkiRti*}jtgNK=Txv;+aq&qwvEMAb;+u$pY zrYE>xVP5)XjW>nhE%stD9);NLf^Iyy`a+n;mR61FgLTy}y`mv-`iHFpgIsy+6YcmV zH6O?hBfk~h-%~%n)|*Cr1jFPW`txUW0e&GCl*Lv((WS~p>L2n;@O${uBOU5`19)xh zdUN_;#g~uJ`O$vf26n%zdv=AVHf2w?9YWTr_#F+qvF!RUeXkZb?Ub*jPno}lC#`uV zKZO__#fRv_7Xi`U;eq7YhC)o9*@@597WGC7V4i-OV`TwH z;3YQV2l%a48LYw+tnyL0_8BrR#Rpz-$Wiq${?>Vp@^ATN6Z$?*7cm$2b-Zh}+7tf< zILbxI81=wf111x$?J~y1p3@fkEUd|;ioQm>Wis<63`?Lf+ezoFCzIsrEza zJO!<@^8)Ml*wcyKli08>xr4M3r`5SpPOdQ_e6y1;S1w-jYs6uDKAl9yOLP+(Su?U8 z;-B5v&mY-+o?wclw1xVe>G`le1+VBF`VObB@gw_Nc~kfB$!D;+3;K3+9IgG% zaf3FmIjvTN}jP`Bnkb$8P4Deb4h<8`{dfF_J* z_2gZxER64s@z|Rl*YQiJYtIjdqFbldyuo4IEFROgEu2QcP>jcO9oN$53$eQc`ls>g z$==y?>1W61Lw-M!9Xrs|95%jR`Alu!W@Cs=@-n_E<-F9GosELs_U=PYeuk`l@Sn}j zIqc!1s11GV@tY?;j-`{_mo{>Iug&KUxgwGu$}P|zCjOpf&sp;2aoTJ~zixQIu^cNl zU?1^OwiBH0p~vBP*O9v$ey{NPW@P^dCQqpQtfu;OAiF5cE9fJqgz+#g`009W29VuL zyMg5DulYsFLO(wm&Fz&ay@0H*9efwwekd-Z*GzHn1OCR~Y-f5mhCxsD+9dmHdj}fW z7qAI$uxAOp;1G09;1hN|)2+18AH$p{`P!WE8hQo4ogyB;qQmR>i2rgDp0ns8f5Zpr zgZRe1)awUHf;JK-vtY6|KVFOf&1_x=?U}BZYulz)Jl9m;5)5C2W?w05&E{{NzY#m1 zz)IXF`fNm(vafSXa<8Jd{-4N?VW+y-NZCAb5Mouo3u8s{Eq!LQV{P_)36pct|LS@d zcFEDHzE<`kLyjt1;BkpIJ?OSUy7 z_1<)E##r-4OX&Cuov%?ooZd&G-(1;gWQnJuyYfw(YsjK|9F8C9Hk8}}XxE3o_zO?B zN;x;5%HQatcJ+SMoBZbV5#!l@wdOO9R@!dE-*d>+2MRtbw)R9wj!NX45bN35&i&xE z1=*Y9^E#W)B>xb!xAN&B%ErJ>942?-5!Fkvn&m=C|=S%~rMMAzrg9Jm>i$5O zbmR}Xm$%bp9oOT`W!|gzwhP_c;`>Hj_32=7J?z_{54l;)l~>>eqp*iqOwteKh_sI1 z#cKGKf#Tn6m?hRGlC>;cqZwUa{qM+F?v8%d54S|uUtM!@;2d33UwzXkyfvL~gOC1J z-c{$a+$bmA}GSlLWEcjuRDoqNL|Je4~H_OENV3!Vo$dXlvrAI(7@+Sj4~Lizp;)p={N z1KO$VJIdbFdT>1zj$$tPh@Lm2ljq`f@gC*)kbg$9Gw3b%B;RR!Av*@rXNdS8LGJ^U zod%nx+M7p}@QN>l!)5R|m@SRyKY3a8*HfZXwL4RL{XP7;N(AdA~*E=$Fw=r z{iE>Mo7^{)ufSV8Cdbs8&+_35>h1p~=p$oYVr(t@=_`%!9$H)dubXTr8hN(dkIZJu zM#8b4yd`vOsCe3jmd^2J+P;KmZ@lNi%~+K0sm%xcP3QDecJ^hS zKO5fnz$dILE=IEh8EfIex79q^v{L<2B+(zD$JrtNVmTzeiLUZQ$RTM(`D8kG!228+ zjK+6}GJXkTc-U7ezS2*7!Dv%*cEeMQ=Q&#&v1=yzU-Qe;%H`JNPJWo7eG_)?jaLns z8{1#JK%D5m`NP^=&qv46V+nsX<`?@M(O={R9*---vuf8ubTi>ok2b<@ADFar{XUr+ z(s_3}f8Z=%XQ40mb1iO4v|)`F^>7cr_)v2HcATzVBlwu7N26WO#d{Yqv5lDj+5P=! z9?(WEE3TuxRW+<)VIqhlF; z=orSTj2-bT=QH^E1~#A0mu>Lf2+bb!9HjjQ{P0N?C2r?e6P*A?l)5oqp(&^JJaz>^)VUpL3MuHhz_4A zTU4n&PfA+WNAWdy+v($y%k;5Wih+ioW5>fGUU5m`EWz!tBlou>l>b> z#qvWun~m~Qp>IdSwYTpd_H@&4>GLVQf{mlel6S&hd)5?>VQ{}4&0CcaK$y+{!1#^`m4wqu!jLJi;*_hHI0>=ZUel>`z}Y7JkLBx>op1TYWlz2i+7j z-N9-hm;ko4uv|EVHPn=YzBx*s$hT@WgMvm_K(>x7c$6dL-B5@e<57f#dFCIflu(#`?S6Zvlf9Xz7*g z%!ZBlOg~NEqA&Z(&1>a-ybqzv_7%^a>(~6EV<*?AsGEcTH8ASU2QOEQx3GAUPA%y9 zI-7=T_o`zlSv6u}s&ct3Ta9K4di}oK5ij`Ut9^+O`u2Bq=9T#E#qI~m_yOG?{Bk{= zOZ4{U!<%$vZuPqGz?xR;QcIJ#7KFmdEJxj#j_knk2lB`-|;B=>to5L%Da20sClvjdvI5FdY3&XdiOjxVE~F5T4b@mvkkP$1iWky}p82zUdAho$ z{3)jv!A3C^Z(d)0i?&$lx+D7C*!G6Hu$FjST(dpBh|aUwFqi(P)8hs*#bVl${2WbJ z*wDY+kIcix!t?mFqf=jg?M?sf*$SiTeCiVS`gT~SlpCTkE)-*wZR+|L`md{P@cGI5 zgua!@Jvsj2>yG#gy8jHTo@kGt&*?A|qhXvV-VmE3mBr+U@9?#Kwoq({iS!4tFqm!! zlX;35IjrI>Ksj$E<+7X7Z|k#UF5%Bx zlno^FWqTaYmj?ZCp6rQ8iKd8-W zeA$%@LC5dWv&xUB7d?xOmF?-i5u2{XbDnnNm&vPSPhs7V?&ZEui&woUjL7&yNtJ@YX1g4D4i;Hz^H(V5@Mjh-e(L9Ol(DT?C!p; zp+iAJK}BIKR8YhYIES&j3w!L=+ivgYyN3UZ=f!+xX02;o@w;NJsl7dyEj|-xqpedX z(c=qp->3nO^sVj> ze~sq9c&*6B)7kSW*$3j&3pVbtW}X*2b)8(z!X|B1d0nH|Y{fFAeZ^BTFm zVb;u8H8EXT8=n+8y-#eYe$715pFOQ!+^wxM-RP33p@p?avOQi$h`BXj;QA=M*Ao3% zmvhcX(RmO0e}HGGbLwcQhiOh<@6&{}X;pi+gLQYj&^wc!_PNd6>z4rubrHEi0AZ!UE_%hn23AqE=Z#kL~c0~*PPhrym+$&X~WrTcUk z)L?K2K75^YF^{M};TdLWE>5nb`wIAm^@FuvF&KSo zIo^(3IUe#Pwa(AyxOVGI4qTIAHgiS(C2U`HpXhFS$*p`GUhg(l^Ls4b(zBcgzgg#( zUl_ApgMUY&2R|3$E$2@Dkq2^7+ZxTCx$Kz!%$2?{8c44n(0|Dfd=d0c&!j_tV_J!m zd1^>l2QB62ulbz3aQ#?3ET=CqzsZw$3ZFkB?t75`IK1|x%RF}73fpVp)r&5d@za-N z_dzS3LX3uA7cAcrql@tULrn2Q-VZK2kg*$GXVZzyMEqw%w0rgwaxZ(1kHvH-hhEDt7ZBSu^t&zM+2Xh^7hcg)n)C zO!gG>*t>({Tj@K5EpobgUNCiuUtlD28hPt9x;G2EHJV%_$^XyU^u4)w0$vZX>mYr{ z;bT3Rc8AmB>^+t4?cjT--;zyzqY(dpza_gx_(~z$jP!O!-w655SsyCwick#yIZaZ0 zG^9mue3`e0k0Esq^e)qOxbx{yd|Gz-U(0eT57E9HOw+kE-HioTs+g^5XG>QV9U+Uy zYd^wfC$2%pS(K`@(0Po@W%`&zV{jZ?gu8p4H%Erm|@1tJ}kL_enH?}`)OjonYm#*wr z)jxnvACcJtoo}Yoer&l54}8)kZ0*=+24RP*@$`F7*gt`VCv=Is)@2)8KbY)K_A2Z+ z9{-C}&|S#jx#UDLMjNLpmVNPnPq<@W9xD>Jwt5}KE^my7E4w^r{|aoJDl31XgUHA- zHpccTOn0V78}z&2dpG{U*3a?Wi0sMqcz|vnqMKvPIGBf(XMwl3ox%#Nni&VeFU&Mg zEcP39#=s@q1*s)E-RQBB{twtP2|rKg(|Ksd!D0ri`7U}N&$ilrXY&E{*`)3}DLS$% z{9jA7nhcnO#y+c~yOI4}(5}jVRy(mw$mtR*>AG_d*gq>-;9@s+_=tu3i%s`V|K{N zsDmvhn=Z)++v~7116EIa*C#`+M9qyG&WydGc5iO$1&c?G z|1UqS2iK=Oo%xE6>$CADHi?6%HM%Fr?I4EabM_;>8_<}!BK0PF7Ht>)ID?;uqP4VH@c0!{-`uCU+E^{`I@`XXEj7qg5dp?rK+eBjrcD0bTa_ zzjzqE$cn+!u~o%Giq{(Y>-67&PJEtq77u&jM`m^d{`2A0qvrRZ$b@mxnGWA*PsvZv z-N(N08+ms;=m~_eVlvOg#$oW2N6~p~JXE_n6g841RuZ#leid5ZX>DnC4vGC{% z^Y!tTKT%8id})lk5YYkJrm*L5_Q`|%5cWJHw(qP}cjl5a$dyCow=fCgtSX|O=*FWv z4+f_-`E3$1(U+Hy*_F&o^<8FLj%{)*$V!i?S94C@AAPR5PbZzW?w9SZ(ff!sOtTSMR8?CWbx8$9;3-@tYR-bWex0zNf%PG}MX zWPQVi!TA26ZCzvcg$aJ?mCoP8=TdX-M#j!_d;z*0jCXaAzJ%^$x%Gq`z0}rK|NeCP znr|;5SA4{mBTS!b#--qZ2_lmwa?~*lkp$s{2jk@+e>`xiibQ%@6%_cn8P%>L40(f z*PnQAM*kCFc9;HJ+4VBMayI{iy+7;Yzvx_Jz8O?~Yo5$s;5Cd5YEN|+E%YDhcfEJlHw9jY!s={%)aJCC^IP!P z&;BmwJ?PsK{XE}fx5eWU6H`_nDdht9T5`Ft<*Gw>bE#w+o=#hAUw=m?*4*fxdD;xm%hIh(?oGkein z)#uTTUD;Of^7ca7SG+ct$Ez7{en{n1;W!zBW=r;84Bz!&A#T&7@aoM6r;<07{%@n( zi~g&zb0GQ$@NAE^FBxO)4@Eo5_-6XwT^yy4;T_(Lc~30VVEGXK{E`m0$1C~;X6WNJ z@HtJ}pY*;RpU=>~X@3*@mSf))bk(!aO%R%A~TqvnPDe)_!5&K!@Y(DgyLnsJkB zzK%k_b)zS9_?@pW;oA-9bExAGcVEfL%h5ey%v{)rsZt(B)@;cr>(7In7h9{d#!RZI z?d<;nFL6uSCfwZW};6%K`({|8x<;qxOt=Gc<{ z@w#-nflM(~9>X{9vSSgN^Y9Jx@Ih$q#V^#*b@e^&ct@C=jEA*Ac^~|)cHWN7~MvsnkwLZ`N26#G*y$i`1O{ZJXP1fInKKH@$V7xb2>@GsE1D^Wx9oRQro0t!8 zcvsgV@+1L(oKBlL-?S8NoVIz=@UD}9r~|#%#UevWA`A#9FXpc|Fvu% zYRsMDbW51LL+)q%InBN!EN6?EhuAK@%ES33r^Eg*>WuFr&Ob2D^-H)G$wrbX{=(h$ zY(@QFqTQDqwI#h6)+6zeYxx%B-h=)J`kOZ*wXfWk9>>}br)NLd$m?*|C9)-5@$YGD zh$(d=EgheLZg|}n3Tpbpd_Ug#4EcBizUGtcbTXgB?+MsWt;ut3qu~Fi_DOJ`hnMlm z;cR{e9X!hxcm~q^5inU?Zc;PSFSb}M?K^X z3$p&h#v|-QZTZI*u3v5vm+XoT$LC7@>%pWYKDX0zqPBqbWsAKnp^Yv{W6+N+p{`AZ zHGf2p^5G1=y9Q2jt>CZXPGc81J_n!JxVGfUi*hHMwP+$f(&h0QgZFZ1Z{<6*l|J{l zuKC8ivjD%a7P?>D46XUXYq31_pYwOXt_Cad7~Xg&x5qQJeWoUgsca0L!+bN&G2Z1H zj;~r&y%AZQ3bRk>G(bB)7wT7dnjPLq$a~Q@he^P)EuGrXv4-zBa<0SU74~k2@7k(T8ieL=DU$?d*y|om2brw~YG`jqBIw zNji-a*Y`O$pO$J~x)que;WvbCiLo!C-+p5galv#=&S z(_1<}vwH_)KD41PoZ7Vs3$@mH|A8m?+qcq=hm z5&r$vj(6A~mh*MBwG`)%lD!R^ztAsE!(H6uk^$cSGxkQZ=4$)fmZ& zB;4eGVGUGtlPB}Z5BEbR$nSmZH-nKJ3{TR_L40rpzIa48vukDeWd%^KA zZKL5l4u)USd22F;(d*Hg`b=kar!bF~YiJXP(e3K2oQT)4KQ73J!(cu)KPT(JQC&*D z#(U#svclcU>}~S;&`piXcBW6uWj4kkhChef1hlun?R|77&}lqDx*%U$rBO6UFRuC?&pj!y1jX2a<* z&hfY~9c`zuWImk7o4#m+z0#W<3_Z zu!!0_b}duoUAWfS7S7Mo@p+h96BO&|`-`sfB86YFmcE|ird{1#WBpz1H-c@bKXSa- z27cB;(ebcsgWrn!FmxtXJ#_?k|k&fr$i(gL1bO$t78v~cJIlcq&J%PLv z=p&xW2;DewvKihxYhTaUp6F(rDg!db;hhunp9iAG-a=WTs zH;FITFXi12RbNWSKa%%4x?60wk`cpYALHM(h52Gly8TCc8~PpP{5jaG0r~Of7qvJE z*xXrjk6Hig?p3KP+1~J8iH?^U_Ym9F%KUhGeNM(#i^*;9u^6-*T`tho<%h=hv9uzN70RygxG*hQ%fH-9o=PE^1{j zXOq9&%WX;C6~;cx)-G)Op5Dg9=B%U@%wDBiJHB1jxR0F6w{(c(vGm`Ht-q18)OH&> zW7FS_-3DeGYkL&0Gn~()=dExGwZwH$y1%`+5C7E|PYU{>-3TV1nj_nwzo%B+*C=+P zb60fVi2pEW%_rkrJozR4(fLmN`#c*Tgi{KyWB6%p{O*Dky5#*v_nF!LgWM^}WOJB5 zvYpkKgBDfy5hFg0;a7ZWZ%hi$ygLl|+PmO+rFiH_ z$KB~P%lOr;Pvu#5EB=p*J2@S`T1Z!<>mTB)h5eO$@-G?Bk|jQ)QLt@K-ivUV{^{_h$0VQ3dCa4W6l<0WVgRI}NU54UZHZUb#MssoQU zR@aBgM7Ey8PwHU&i};(uzS*|x$o(46OUdNZaGx;S1kK6X>o9w*R$Y5W?(L@hnlF(5 zlNMX=h=HZ_uwG0b!)F)cTt|g#p7cMCuSaWNs)6~n+V~=WnoiHsmk;8}`o^&FIe2Wz zZ=3SF|CxyYM~Bso*}QH&)ufh_e?8pyuUBiobPQQH8Na;PS;SYJ@z_aBhB<#v{5M5! z{wv4Z{~{KSq>DIt(HSfDHbq$>C$)5MEo7bXaD_cK&E=E7q_Bxu? z(cgg21by%=!}ZI2W43_5I4J3q*FB^8Tb$7${DM?^9J+tR!kzkC8rvMkYtp+Xou<{i z?auCXY|Zdgcd`!pUe(?ju1AyWOPXSo{lj?PXKY(>64U*8`v^Ak8^sU4BgE$%Jgg1k zna&fk#Z0)SkGkm-%gO$96%X+VblM1B-SIx04To#n3f|$`Ogv=I)3vK{_u#i1-`CNG zdF*KTUBbrx_`a@xFxm1e+mv5M7<-PkmB|_}HahX+NpyTx{|4fLylkZSKOK*wY**mj zvF<-2$Ue$;AYLEZ=oZ!&*{|6qG=Wn(%=QTWYx0vE$`3S_{H!OvCu_S*-&w}G z1_*EbM8C1CrM?Ah-rIfOPwBr8yL!-lZR6F-(i|Gz0?pu8Y>(dj7VT_o4{`K{agB6d z%7**#X$OY^jovQNe-ivYWACqcxXusHwR3B!c!0jGjhSuiU-E&^!?j((zWfDzV4P># zUN%;K<(>;h#w4yM!*xrj{qZjP3V8IPX9;&072A>1n*C3r-L|RvvLQZzthJ3>OTTyx z&y0(k?O)RV0u0`z$8+lbmyTU;CF?c9jlb7}#bmK}`JyOde{q&^i}gLrzQgErOJfvW zJE(dtmk-k363saH%p(6NK2>Kk*DTeWv}4T^=B+TthI?E2SDv%|g6#9!W5U40%F52O9fef=%<-6dbe zU$|Ek-e8UT7_*jZjF0GOD}SN;-S!8wPi&{Nj6V?u=7cEte-S_Yqh9^04$rt(Q}tG3v5@>@$R3R5aQx?ywUel! z%w_-Jhfj#jlrCZIS2X=!{l5&)XYk$zpT+!QJ}*|L-$Z(kb9@#*!zsH7pLMiH*5l$J zyh)Vz6K~g%dp&vZkKeRscXcl))ZXPCzk#>BOFx14D7Lh5zPmB^o9siJHWQPBxNzS9!3br-ykv~bMmfXQ#_ZxpZzfUpt zLiAD1TSwYo=BK{+bf9}%_cY9H#VYzwL3e}u9aq!g3EO4lwI$&g-K;yFBjNftU5 z&&e@to{Y~K#&?p>&5VC_u`dGYj$hGR|6Fz^FbFm*PwvfV+tcqNG1lDJP2u%AJrAba zEV>=3|5cc*ILO%!UW>x!(B@d_r8vg<`|4DjdSPr*Qp}t_iC|ZoxJe7v;c# zzBt#Wo)#mGIZN9meE%c4?tA3->htVAYen7-_`b!y`E+M@sIkRtZB68^jQ&70uZx3F ziyxvJzOmYrT+EigwciNK{$gl1W5r##{*PB8(>=6wKePkMJ4o!^qx}q6i`C+Cw2#8+ z3Yd+tx24xMTK{XGh5lr+GP(W=Is4%86W!j&JIvj0qq|$1bx{6a`d!7=|KQt74n3#u zF|vC)KiRSRQND=(KKAR#XSzjm9(3&l549;%r$g+PtH{O4=+)FfpNQe;34At3e>nS| zhC#S@b1AIX(f*wM4rENLRsXe^hIsk{pGpto|75E*V(hvm+}BI2k)r0tKfu1TjGOP= zwMwzKxc|=m)+3D%zPYW@+6boVW$_)X9~WCEY74q8AnRY7`W@Ex+1}!HEZg`fyPfQp zjei>^>@1$5_W(9z`e2^Q{~YfuhxaG7D3|B?RchSP@cm?9^&B#Z2UTD2hU}U!gKT!By~ueNk4EQmEZc?5m+@Ym?R*@UwxeM|e!2&I zr?CAB zbvgbNkGbSd*QTbYFwVX=t_NPb*j8Yd7%2HA9^-ru)W4v^Ls}3%vz$ng6vRduVtTF6q(=Cr)$-Ff<=2Y$C=~hZtqi*Q)z0#U;i~Z;Z0O_?!#B_wXODzqRv&>WE?E>XR#c9cd3kEY_Ax9 zFkF9R<6(FQ`4jN|gsx&Ue@K2#qQ{ZimLvZIHtk5)4&<#R?*9sYahw`=slK)N=06Wa z=>=$Bw=D+~^5U)0+(_PmwxH)Da53*@DV~?n={0&Zx{nRN>}CBIv16ezukuqDaxyk; zO1~M#ZKUr==WEE*9qO)O+4Ug(N5Z+F&(+2l8=mi%Jz)T=>iWSPo&36Z+3#q}pJWCe z9mosy@)Ve#M3j3RDx2~RhC(E<*2W?_ByM}DGmk+XS1bm!ZNLw?JcNL!g)2i44zZ>BK!|;4De%si; zVYCFF|LMD!ULEb9wH@7PZ#%>G7~J7d{aW_pWbI79gB$%K3td{n{wDm+g>fr2<6rHG zx?=s9JWcOyaSqGaT0FT# ze{<{Fd3@GI{JU44H)?MpbB^<2Y6iQaUmmRDyLcY`ATqkK^+kNv9q1R*_{CZvS`&{x z#(e8t!87!Yg3kb}WX)!%UqM3%@+i-b9|CV?y*8lio?Kba66yMtOOR*AJr|aJf zt}j}ze4~A5`%r5((6PMX+D!Z(A^zvnYoid`IWy%#yRR{cL> zb^@E);=83a_MMH@GuZH7XZgNlz$`JpMaz*RU!vjgSf3pyY9E5%2zu#D;1kxD;hl+i z0bHk$4ddLwJTX!%-Hu4~-6e19R_RxxHU9j4LkaIyOeJ+j5_BjEcmn=*O( z8vVoAOYnOM_6>NvO6KqUvNa6U$Koz=wilgXl()uTtt#%L=gsgu9RJ^qZHdR__ToD| zihWc1rB1)uoB;SqXW=8J^^wugL$;ESy6CO&$`dlJKa4e>c0eZ7)4E4)ML%aPyk zoQ@`ZMRF^;=Dv&=h)-)@JeaF;bu+rsmks|Kce(a)UpLMko8v=o@A(}WSMa+v6wLl$%sSyjv?@9d^(_R3Z0=necuaPo+8-!1kVG_vy>d`=OW--v);Ake*D z{Yz)|B)SfCg-Ehf-HMsMGCO(--vf=$joXvXHyJZP|3^^VkT*n8J__0^i5~XlbLn)m zzJct7MY0v|d}e=zaZl4>^+na&SCQ34I+d=67&lY(dYzo%>|YICNA|5tmw<2KPJ@gs zkM?wABwi1p`5q=O(aGKaVmad%z`Q+7_hR3ngR0;C3Ri&1D~{Jde}w*sjA^29N0_iP zHLGMD*%-2QcXqZ_9e%aRgpz-MR)iukMcxV-K4tAP-U)H*;Jiqd2RiSJq3@o-Tjw2*%RcQfPc!y z6WIMVJZ7`uW19*St2B9YwmxqB92ouAd4_fvTV6wd0Gvj{Z6T~q)7BErjb`?)#$KcS zBYgJ7)2x{9WdD&F!3>%Vv;7axQva>^?ZN)N>V5+P&u#hjWW2;k0k?2hp=b{K)5HRM zl1Du?xY79y+EupbP5xM+R=qu+ynyck_{iw$d*hih%=d}$8M16V-re!;ty*oYS}ZKY zsMs1?m?4e1t)cpjzC2PHM)2Lf&e@&MF#c8;P2;yi7FE9;7=E)ee9@8p2K(dbe-k_0 zmCx>Wyos@U%a?n!y<_~j+OD=uv0`d32QI{GbNb7T+={4Zk7iYVd;rY}{1xH-9-5)r z7Ou8(vtzQIW4_PCOSl5bRkhf8c_>-EVU{;lzmt-l!e>u5R{t$i-X%W!Ik%c9 zw?HFy)81s&=orDRf6doPwW>bE@G0d~JlFZowdzh@xFeAtLywKv&WHI_vA4(;^5Y6} zFVpq_+IHl1;gd`GNNkl?8uvFF;2GU){74&nqSx540gU^q)+eF4j$I4Uh}pt-snKb5 zcNwhy7TE6(^VRW7@t?@oqr`yUCMveY_Ybn;ya!E;Gh5T!FTGxFKUVU zly$H9-B>!}6RU;s-*mZ+-7nBlj+Dn3dri=VPbb5aZ!+~Gy9H*g$!(|YgeG@i(6Xc4 zM{PW}=C@*C|EwCYnOgG}Uf+?G!EFwj0>8IyACjHnahdV2vg;Zf`f%sAe9Qhq{=HD` z83x<18kkY5R&C))K_sTjIaXvVs4-SJWvouLhv9SN23%X9=c{xTHnrpvcYDHWtIA{X zlQpByD`Iy$b#7DqqWu2?4zs-BHbE}$iOLOHH@_ecpc=D2E-=K@r zvb%oYr-pwiEBlKZ-!3PEwcRG4e5)Fda-QS$68X1~`wSg|9$g!}9U{Iu;TQVMVafW& zZ=-z;vc|$;nic;c{AA@9?)XMWiIbUZ?d$wCb)g$f-)BExRjZf%*m5T9>$Ya>yvi80 zI$X)-#uo?j$-ip7l}b8ZpSEN!-R^MQ0bZNK?HTd#tGHWTeS8-l-_xzX^NZ*=hTT)x z?A!795dCaPM!{+=bgrJ_LG1bk*1O>In9W`8cxC%e^x6^DBW$aQq4UXq3g4EE?)YhY z7xs7Be{Jid{U|dV~o{dSP$fF z@Ksx@byBVFDg{oX=<_H2HnP_ie@(Y`@O%?4E84z-MJv9#9)G%)C!kr=ICl}kyqX;w zu<(@WNcym&kV8c$Hr#g9^SQv}u z6Wd-kwJjQqzDaExO839%z7qP$&Zm?6s5!=!M%j&xVx)SS9`eT3dd^?vDdg{NT&_)i zMV;9DwtQQ}mXqxNl!v}tjh@HnKyjLqKTd4A`po-_yGFdj-Q&yPXH6JSsa0>2lt;2n zjm>6jSFdvRMw^g-5PqSaG^e*K?{Y84@;B{eKIEU`D_g+tC|Av+#j-1{^j5N8g&)6` zR_~F!2Jt&=-lOgfA!8qe-NUvo>QVMSK718^Gco)|WVz-*^;REWB@5}@R$o`L#a-GN z{n7U0&`s3ui;Ln&@imm(9pTd3HkG~3i_^5d)L5+%!yWqkYjtc1-Cfaz^+AZOVu803 zhQaMOxb1+ZyS8oYr}5>p@Y>t4JWEf8)2{F#qga>RYxs649e>u=T)vsJ%3t~ZA=_Hk zC#T8B#jw1S?s70!-=dcId=8Ud+Lz~Nb8l(x$bF+8sq1+p&Rz~W@cVkOzmXhvhu>HY z_GckB?{9Jk5WnyAU(rqOy4J?gA!*xG&4ZDelb@qze_`(9-?%H@*E`<{*2DQ? zigxk}PdMYJ@M@3$4Emgjb}8Dic>m4Uvuf4d(DX%lc{~{(=ug2Eh(yh#f|ThcRM8RM!|F3!+xg-wi6OxtRX5;i>(#JWP|g28ohZcA18^eo!IfHzTR^BMg6X6^ZE8Y(fy5&Sc^}Q*XQVe z({ZS$r)ZaJ;j4k_&Z%p=aIIJj75h`s$dzahb#n+^#dWzaowl)V>?jVbfs0k}KfK0P zcJNy^6SkdUy*|CRwEvV3d&BfN^dXM_;I~WJsUDV_YQInaKsJk^@hY)zhyB zSqt&$J^aVVkuSm%bv?BXj@_LLH8C5*j+@Dttp>bo|06v6(EAelJ{5Gf-A>*!#);Wb z6O#4GQ&*x{e}M{zruU*Hkegg4`Dts2%v znVMXxSEYKL_hG+yir+zRZjTnRp$)!=@a5BNnZT}V`KTWoo`L!2&Mzdxx}sQ49FH+( zK7V!>>kH|)Uz59rbXivp+=cfN=W1O#vF7fp{)cLwLTi7cUVYISWEDH1|4ux-Pv(ni z$Jb~h<91*-e)$7*J%`Lqo$mzu4Pnz;?Ub*@>NUFIyEb}p6)(@0XKf*`eq!tXZ0wHL|@KUg*pB#PGrJY0J(v=_Ln~v&lO_|3Ajo>3xv#%aM16HaZmnm+AD`p51N5 z(uc+!iuM55-X$I6IZL$BE6DLRG zzl!r_XWzS$!xirthipyOI~|&w^yAX zA;yMl8(}V5>U;s7wzAG7xqZQap~CRc4N&Vx-8-Oh2of_S)%4%Pt0Zfe1% zl6V0nvzu{W;t$Q;X zkLAVR1&(*Bx#J0!NPoAwFCf^{wN`y;k$wZiR~nc75<>?x=H+NBGR`0iZJ5_WF2zTZ zGm$*&!cwdR42o5?$-|_L<0Iw28d<%iG)7#WM(!naay=Bw$>JOG9y6A$(J%D41kdo4 zv#C#oJc-T!g&2!=WYb)jolNFo+CsduH#<%HYR*^1rysc=lX;W4aep%0w~N(_ zaJ?V7j!qY`qqB2FCqlZuzr@AOo^oqvlt5H@)y{C9`n{~WKHxHqI0Os40zWSjf*P}_gd z_Yob>9%=^gM+h#6dO|t!vTbWn&*R=1g|V zhjL|YKkFA`<;Ys~AA{*Dd_G)Tb38M&O)$C`#&3wX9r^D$Hc#S@61|#~uZvfM;&|JbVdpQ>q5nsduwW}M2*v~uhw|X6IPmkv49+cxh$X!oDiuG&DzHGjnPBYoG zfDWV3k8u1m-A{+@g>?Bc;OBftdA_~2g>_F-(6|oI`>C(L!KDk^j)TF^Y&st<=D7GZ zV|T&Zz1CcwC+5YFyWuU(eAjxlE)4gglLh=9aKEbNP0hOBRd@b@IiMGLJ^5M8XZMnK zh4V$Q4mEBKblVzpih6W8td_&)Nj7dv*WTLqqsJunj5JPuB{S)K8C}}po8WUZjI0mx zm0TO(o0VeoMEVWUR@SSh7tuH}=ozV}*=5=;bbg+7(;fVoRTD!r}f~h>etO z#R1057UTQcHr6JF<5jf(CC@fxL(3+4O$Rxhw6mYWSEm|3J8bfBBEBuq?Z;Pb_3>GF z0-asW7pv98$70xOKM%ifKTy4iIjsCb0v~`MP)> zX8$OFlD3Z7nbRlwjK3$tU|OT+ zX?XjRJ6_w^Bebs}UUt*BAv+#bH@|TF7M@$cW*nJUJ71o>KJ43#?v2jnMfoCLIXP;3 zs9WWq@H|J%zb4kylu(1BEzm!O-hZ5=Pr>L6GURsllXYhs^rypNOWXgfZNu}6ukpRz z`KxT)$9)u-rvnsY|6`Fkm29~l-R%5wyc_6u1T0@O zeii#ZHh!qyfFH`X+icbwp&sXJX%ruH^_Of$+bEfIa-Rjavzwyi|#O+w|27`Xz)$D z>VIDi?8W|}^v5IoPHwa^`m39&w{qg!nwH%ozXZ>X)$8$iJkjWX6PjG(im4Xj;5jvI zoN?dK!8{i7t(ar{Tw~RMT&@+*p#QD5Y|d0Cg0JFV>7a&$x3Us>5;sS`13X|+ZX>QX zmt&jQuHkdJo^5S^kbdFeKH%ptz5ko-P!S>i>vFVWHO)kh4nV{J%c@e@Xt@= zEk(1CoJH&p@%IOOd&25Qe7n%4rM`9RVzHt6ALqCkEX6}ER>HmDWC$Gwp!o>@Z}{zD z=Px!z;XgXE{n;DQ`&4pAiN%A^?Z#jKh!3$Ho(q-iEymDCO|0HN41QUQ4DplJjNKV_ zx3SHdE#ySJj^oGb)i0ElU*RK`qT|KETXeGK%yy;!KXRn6@gX*+I`1Wp)QoZ+F&NhR zx8TLDQq3)&riZsQqed~X37zFjRqLkErz76yXx|sj)^vIv{hIK)klr)!3fR=Gn{Uu2 z&Wk75vW?>-#gUjP?xw#QQqI!WVoCM(YH7~P|A*h{#(quSV{reAe)p5N0UMq(ZZr(l z(c~ezf5xWk$qv}vj?W%wo0HW6{my6))IN@$hqGaOW46HW7<{g*RbMHEw|CQ}@Ci9H zLd<-KrkVW#b@h!;dx)jB^tI*;@f)M5-YEIGVH<5H!eVE$(bh z_bLA(>z9V=o>^F@KE4Y`OA*)m3v`Mjp%Nj zSUzSyg4{J=vx)w5*?lHVZ`5|D^K1F@6qp^S?K*9IQS8jdN#w6@e5i@RSMFP5hw)P2oZi;5og|Nkwyt-@P! z>1g=0g;OW{4s2}&>&xoZ|AXW$#RR>}lz!faDaCcsUhJ(ZC$2?%HXE+1SsNKUPHYb` zR^F8-kT;GVa;~~g>>v(*p~uBAx)|LgaVj6;jnQt-$19_~5HIsdb`QER?i_N*i|Mv# zn#s2?PduQlJG+l`?73mQj?J}dm5*PNDeuE`)NH!`?`qZmhi1db>qYL6y8CL5tq;?Q zs0J_q7?3g54$&6*)@#ILpcC}J#JTP0U$Q>(KcOL|VAK z(AB?Ggm;j$q39d%_`pi+Ezv46Guap4C4)s{GEaY)(eBnJ8;USyaNS*MQSdza9-^rR z#bdOyxOh|K1-)7s8^*ljILx{uL}8c(c0xN!-!o_j)6WbO&!^8_Xy_HwHC9p6DaNge zW~$>;WaT>ARp#&{Ctg&G!W(Zvr{r-o%^dG!Ki+wN_Q|-6to(lbuhYIIxdZT-q<q8Z-4%Wo9TydG_cr>dOY>W#4b>{qXQ`>9_26I|@-K3izah9c5? zmiZU-x{lmAs!J#5fnRU>UJk=?c)e7w{uMS8)$t7HR_W!(4SxGr`!sUSt1r7NxqrQS z5)k(%$Lvz+Jcr!P@!OMLW})cZdiAeuX$v}y6^XOSd(}A6A9aFDXEw@?Y_Mp|$oUcd zG4!1&T1TRN5WkN_{&-^_B9}hJ3bN}hbWf^4nLYfI_3+#o?bmEF_{>2mZcaJY+~ zh^0*SC$Y9a>F4S`yp2@wXY@MT@lN)@<9@!_3(d22Z`Y_`{a{9?;)h!GYyF8QY01Up zsZQmdcz-K%F3=zBzfI+ZbN(%z&L=}G6tnRccf|#CSdR{M+ZklNp??;Pw!?QZel6?X zY}B_SKa24~fA*m``i5t->KVsO1yWRO=bZ2|GYR&end&5!N zIp}V*7f<=iC4H=nyg@(N&c;T zCbq)wyhcj{Z+e>n!*8Z!li)Dc@%xQdwQR_2W4&>Brm?wkbdI~itc5Y+HF;^Vw{h^8 zM_=RfP%mH*egh!>584rO^&a|(`RZ!@Dzr6npxcTzZ?Bc@#P#J3zNx0`m1G`l+rI7%1Thi5L71)m1mh!oJVlS*!lN^q zl+1-f7Go!ELcyYaYf}Kp!_XLb`=d&C?%!iLVZ=&C`^xWO?+98-ky^XKeT@AtQ0J;_EuOibMcHvFMaQ7fw$>q0e zKbg%l@#-RnX2}DybY%5Viv0@Hx%fW?zux#57hkL$HlZGuU(!w76%W8Otnj|XYXKX! z<+D}M+(n0A&n&*&*0{ClF5XIU8J={6^H2}-Bk@S#b_v}d=i|1p`CaVn*1*3oTm{bS z;)h4Hhz<+1_oe5(#=VEX*hxF$^E`PMiPc3mwnw+n`(ScIjoO!QE)la^((PV3WL1%E zMouTZTIib%gKgNS7@VivMefGP)DR7;+#NCV#uiB0^eipsHBI}0#YZH^v zXKZ9w^cy+izu1dD=BMmb`mRM5pT=9-x1hro=y&Cp=5?z$c$`Eozl1wt;SJ45-3tGt zn~I&}Dwu6UzaJgLFvMr{Jvplwb0Hjtli|uInLz$6e0U98uZGKk>hy(pcSkE0vS;kc zEY`+*GC6O{*?CrC#>B^?m-F#;YT3=|$@NWsbFh)#;>SuT>C7H)t;NUD}Rs);=ix)t{C&>?GM#2HcI0YJkvR7 zPGf`PXtB4w+WJjyaHfyhR0IB|9hqL zVCTyAlj!iI@oUtpZ)&2zU+kv;h1Cu8jmd6XukP$e6Yw%74tlXWTESTJL)^(6)(a0S z#5B~>-SK5Z4%_hUYw}TJg-3C*JcDCweoQ9v5&uLFl0*NZIli~Uc_fTSp1cYehrWHuehaV9jN8rjxoxU?;jUda(Urq`c-WF*)-?Q>_Ndc| zUfROjAtA4m)$va7IRmYIIlNx|V@?*X{NaL#Ol9u#hYF z)Xjm8KSqpEgWq_@>t*8yp;1?}p=!rTXvUDM_LYO-cw5~QX1ceP zj}!H6XPjDEer;^X-{E+jA{JJ)%@IEjsfFXU-C=)hL*?uAU9s>W{~TfLbs>)MQA^8p z(EL$fwk8<@k6rNW$u==lWaO&xF4?UU@Uv#hKNTlIFEa99*>fy>&0Tpjc5aTZT9f3) zUkuY%>Hd%QZRixR*@>*RoQtDEoy@jxaA&*l#1T%5@w0vl|2Q1(uoM@P&BpXi@nn7t zYmnI5DvRjxDEbi%*2nn1&t^3#{PSh;51EgOg-`MS34VjLJ%^9Gr{NpWbPc{)nf$Bi z3IBL0dl!hMl^d#gIjs4^TfON`Wbk=>lkp!KHx1pHFxq{PJDbL>(&Tp~*n9_@*piPy z2fOTicsxMv(b{@7R9~@V_dDK>4%cdTwN;AoVm0SK;kOrEmeyUh531fM$u`h80p2s% za}9ng>VJcN9r*1r^Z3vBPh`Uow%_nAm(Hu|+Zk@wg3)*En{7WI-<$kfkh+s>i2p}&c3rl< zrtYYn$wl~@i{b%zt7p+X$35t&281_MQ*%%f;`4fatJKASx^@FOo7k+A(^f%uyk;1) z5KjH<`;cQj6V|!OBXk{V{GImeqq|Vsxz1k{L!I&Lt{$q3`Ps&7;rL2z$IxM5-S0p< z-rR9l_HRT#bs^gp|EKZT3J*0YRm(zq+6)Gv-W+Xzf_8IH_#KbrCm7&SsO|CA{3L$L ztMIuQ?+{D$uhz8R)9uQ}>bJGRx6)DY>mSCQ&xe)&$R{gpN$<7w?W?}6Plw0q)mvq$ z^+)*E%dk$2SJH0X5$>{=AvWfUFLPG4ChSZf^)WRzyzN<>h1Ybv+c*w!&`O-$g6E=e zEGOn^|D;~s)z9R7_N;h0Q_gKIu1>>$8XNDyPdsJ^(qVr({Ofoox$W>?1HZ2wFGt=d zbSv4U#$=1_(PpcOH+UpH*m+mL%Q0MX_*DNmcL(3df%2WYx5mWln#TO)cnds2yxnUH zzIeOls~NQHhzjT8zicG;WOBa1^8~p&)4XARi^G~}44TWE_>I0Fplyw2EBvn%^ONAw zjEoj+Tx^_L5ypizN%Xi_m^zDsvtyvBe z9~WyUH|oJ3VO$6C6Y_N?dqaG-mBU@hwYJT=!Q@+f-&4z$bG{|L)!b|jn{E{cFwS>b z;wb~3G3=g`57yY_+w{6XUY)A_M=~0WYl4kj3~w2iM~Jh8Usj{LHF&t*3cr7mUy1e| z$KoR2hz{N8c?KR^&~F<3&o+)8HdBbDB zeF~O+VD_Up9`F1^{h9uDj=eFFg?ze$J@d%v;6$6EUBXk+yQYIz1!wVmO_MhP?2maJE$3d?F?~v41s~9?y<0cpplaFyEBqzR4fM z>dWq;ZtN-O6uvtYKX?>-@!8$@{i;perQ$Y!vF@t{W7e%l<)`G0mkXDQjecTXf2cp{ zYVZ?-iMcP`4n9vec;iX?t?Ef1#}DFpr#{E&-t0L-tgfq%9r;1^D6Ww$7Q>UeOzsso z(r0zL{FhDgApMHXyV!v#IFcU!hz+$X-Pf4OZ0i7zv3$G@duP<; z8J&lqo5+Uw@Cnx|Z|Yl%UIWF+Cuml~D`wYVI)?Rw^+~!8Thz$lgRmwEb*Zr4h`x5N zE`@)iEUsYtj%>Xj78#m*==lOa%Bkcw$NS-TFMd~}WnX?K85^_vZ@iYH&xd$z3=8z( z$zw7SpI-C}*H#DDd@+Mo+$0Og2)yTujV^qmUW7NWl3TQ0#1_5@Z`h^x!A?%Zd|FP@ z{~)|y5mUy6bwu$Bn$B>(9N#H)Xru2q$Dt1HCYFDu&tb;)6$9OjpNb#+^IY5R=*4bw z4ZN1qz6m?mu-~3M^Gta96<=n2ioQd@)R@eeXUU!ick_NqX3`uUU!Xr%|H;}usCz05 zr}v!~c&tj7tLb&1u@_nst%&9s$8<~Itb3ALcil(M@95Vg>q6Uj{YN@Kfem6Mzd|0$ zpYT*FyzLd%E$NH3DBTGi{n9_+b+&CH|B1JvHTirVe{5Ws>sqnxOz}3n9>r(T_a$_p z&c}SHrd9EDyS{$x+={%-@wnD@1^a$!aDCzF#9d-)dGV}nq$fM>C3YW1vp*Xr+W!UP zx9Gqh#audt+V(oT&_)~JVQru8pzjlQC46=;*=@-Ch5fs0-wNGp+E%Ss|CpF zTcdOSF3vXgVsxYN8wJx7T|evus}J~P#fEAwi&~>Kr9m;4O&a7o9X`bW5B2B*G)KT-eRQMn z`N~tWYtX;!d@7yZV(-5-^NI6!@%@YpHWuP8`V|hBu;DqpL(P(h8NG{{+MC0#89q&p z$7{P?-4r{ywNBZFEkA3kt1StO1 z6+|=e{u9rZ_-zf(qsg0XI~A=si9SUyregIs??eB8+0mZdb+q3hwsx_RmA*&r0otx| z{F+#`md(}TBw^>?(}{~L5W8#4@#He_x{_n05Z ziq_C~Gdow&ZhpzlFVXAfk~!LHXxfSCL*aIwzINW4IS&0vO`b96?@AV33Oa->J=O6= zZ2Vo_UxmCC@OKTD|KN=V^&7gJR}wnyKA>og|`mV^YQV;R3tykkWWX@UA{*P$qamtf_0b&?uStam~?VHp3I);)y42t zcErx|1ay7yavvl8Tka(I+hTE%eZ|+`vUhyl7fI|}z(?Pc(N=uAjxYa5?mBp$DlW`} z*&$@8Q{{ZeW9!xLLdMrYisx{=+r3U)%ZO?r(bUiVnYM2e!FR z%r0=Oj%7>n+HOhpMMrrMzwP9nn_MW-rIXm~TDlx+>qdv!^yw}pFT`VixS5Z`SDf)3 zFu0E#^L)8;BYF5QCT~3bwvo?~z1Yv?OSrER9nV&NC^oe}k^NK2d4X+5;NdvgT27j? zlGDf(U!|HB!!;T!PXD9*8Z!7S_B%p}wOrhpe7R6Qk8Wk-55enBn7eK+#7(i3Z#$wn z2>)^V+>6K}@zBrli}+2@PDU=SO13L9e%D3(oakQSR_MfZG!gzspdEqVJ9H0us3wKq zCJfgS(M9??Ip2t#u^Ozdg!_9%JDZryyVcZr`i&%WEBc=e-wZu|*@gP<7_{sQA#t4h z#gH&>#(Tn8p2TBdbc5qQb<0bUa@T2@=1GZvnSIuxIeZXr9=qVySln_%oc`1G#3KT6IfWV~2&Jwg5t z=+uLBx^0f*72$BGaf8vEVBeaat?JcV7iDaZXR>Z>*;}UMS8wA_!M_*!6bA5(uU5N5 z&D)wDx3J?fbUUG0L##eo^Mw^Tt{sXC2N(e-}g#7uT2{U;k6 z^7{^b`{I9!^HBT5NNJrBt~sOS;V!QW?ZxrhUW7*@-kpt~y2StDqPg5yaUIqu(LVC} z0X(fo%46l=lk}aX?N%6BOGNwNwOd`D;CHuiZ!~%<8NXfla8liKO0o}9AKd>1)D5SG?vVGUHQP_O3e=xlpixK2#E)%~Ic-rE}AN4*@wzP@Te2lV~% zeh82K$*R%oUfV|6|BGK6HngzEqY$TA7uTMf7=JYVX5l-8FXT=+2k#E{Bk1vr{b{yo z`0#(2kCF#r=2|gzPa~dA=fb#gPZZAUV$;_r@pJO-b2=zBKbPJribd~__C>ScB!-K{s0_Zz)2 zBNo(wXa?Qt_3F!yVwmybBpxX?_S7c_%I(m;!glsn@qN44;-lhRyu?T7Pi?w)*8_zB@kV z#;|UQT5D@$`@3wt)O#0uk=q^b!_iN2%+}&@Yrogo{3jjB&G|lA*|>r1=z-T#dZ-oQ zIY`t(o@{KaXD?x$5xzuBKR32Hdh=x13i+GTqd32zTANpOC=)wR)_wIRHq_5!@XkPW594h7XE@dShx?#s(&2Oaw}fA*msTd_21VR-a$&eh19I||Gk6Mf79>|QgRz9 zn~Bqw?C-~iZQ0(De#ek9qi#MX<#$rl$^0L-^%rB?H&wq~9df0-nx=QMiGS10joTE> z|6}SdptY#l|KSfQBA|pyJ1Qumf+8w$ViYk@QL%gMZn0xPLJ&|?1Opud5Cs!N@WdEk zVt0;@qL1DEsPAXr{MWmF3uevC-dB9D*w@|@_na9lD5@*Z-=cldUd~6)K=FzG>GENa z{!@ru!6q@;kj#+o@vwt8=w2e6=OJ)xNtm!NX`Xy8FQOj+mYA zSiKJS@ADP(bi}iS-bFQ)dr;X4VtbyPTd1#EO?yha^-8{j+BlG}_%Hj3EYG})(e`h% zU34nfnV*Z)&G=nUWkYK`%cMh2Wn*F4gKqU93E1R%4tu#B`sKDW#As7Ajq1rZutjJe zW7kf`ynQ)xs5L9OYx2QL{O+?vV`a+A;&&$cHu#6>s}lqF%Azp8e&zfhnKh7olN`6l z^Ecb)x(Cr++dK63wAG2zU)8I}@P=~xXY1)>_#;FACcZxGc!V!xXg1A$2Ry$!Uf59i z8v?mCXtuZfn(J5DQ_x#u6_dqnwmb>;SQiw{w1xG{IyIHGL)6~hSc-CZS2^B`jhmA} zS8<+gF?wUH{Dt4Q68lE6U61Yu)Jt=Jc8UDjOw2b$`}kv(Uk)U%h`|axNANj+7x$6- zlXXyk$20iyF|_A7=IfYG%G>4LZ+zORrt!l@!2}!-;Zt9Wa$w5 zG5ocdFVv;v1Lyn_t{*cMFI`BVbxGXU_4E34{Xy1)`dinyS6J_wLfbL)j}pgyU>E1~ zB(}@1%KbY2$mDN!ZcXKD6ybSq@d;g%<>zp6?;=NC3-{Ynu}*FzXSQ7XnynwR2VFdo z9S88;X8P_RE6DDL{$aMXC&PG-u4Rk0QTR1}Y5fr5oK0c-r}*S+QHB0Mx+alvFPags z_MwAMYcgM<`$qkBa-pEN7oH8ZS#zZOz|_k5e6q-k zj;XKw60RIcZ-03*pfQRM=f8u<3Hfxqwms~R);5=}o!Mt?k$0v0bM5cTjqTy=EEbdT ze9wj_^!+5JYw`J;bUuKuk-wgRfgRZc_`2CYt?fd6FT(K*e>`q|wypTLA~THJFWB>H zO=Wg3mdVpy=y?u)W2iW;q4LGQ@cv-ZhTr8%Mpkqbeb;C^zRq(SGS1UJiZ6D9sf6hv zG9G2~ZTjVD@~HEh;rb5EJvMbbJ__G>^r7EcJ88zIi`aJ;pQ%^b4Ds%bC)Y2hbM-yH zj{pAW_yl+-i}`=6E8p?YJ`fw%N6AdsLe5$Dhq%AwO!U+(S)wWc#1!wnFb7TfRQro!J>;c?rI? z|^-p27cR!jsdo@+FV0MVZ68>lU+l4 z{3g8Hh`}l{UHtGqJg@S}p6nI>@?vY9jkVv&hNo<+@UyuX!k5+R=xgK}YvI~0yyqMJ z&aQvysg}3n=xxg}!h6ZZBXriVcMJ6W;ZXmh-Hm0oglofm5qxj4C-{3y{8!=+*SCY^ z{kPgbA>(wI+IqOzCMKQyJBI#Fq3Ux*{an;b*Nkg zi}}4IBkc%#PreoFa-id>>{-&_JrDjgz6fdHfj}>*Y}Wt{ua>Um;J@P@mw>)<9=nmhQr5Jsh7&w{csl!&!6k zC+IUDCwH*&Yx_FKbihlAO=Ujkl+xX^p>^(CC}hXu?>YL&gxgmWyRKH0Fo! z<-+6^HZ;XAe#u#M$h9)$&BbI)lW!TibzxH%5^JkmJ(Y*X}kK$`=zDY6n{}&`Hew%uPuD5 zI;_u&U-XCjIw#TJ1oo*g?*gZIhPakLkaeT>xnYkEZ+NB_)zfuZwXdDf{Wx3sA^n5h zui)uM=6@Z_*~r+A55UiVSpxS44Zbc#?-S%y+cs(N)hB;1#$1y2!TSn1$BO-@aMmoCqHldzLrn^C7y;Mi z{C=FRFPve`s3ui@X=V(E`$fq*V)<}`>sGwpO^8}HRKENccYvV>Z2VDn|DF~Dd38#;NYY14pW};)8F)1 z`9_GhIu&XN>zgK<#J?W@+vLpCZXD*da9qKr6WM+pU6UNcQiypO>e7j|?kAx) zR^x7Xn`z%1u3>n^BVJ@p{i-~8nosZKpUt&pWbTeWjH?0SHwsT~{~g&~*?%!V{RPW6 z{I@9|T*YTkz}yf1g4~m}wejn+QRMbQe<}Uf*HoTQl)J!iIQci(Hl+Iwa$E3SnA>Oa zhvz)maL+5-;1mDCyX|p*yw<P9X1q9vMf$M5z4`eb za_Ni1d|&JQT{PAz*~aqj2mV|{-U2dqvfqRJ*$sZvAr5WfI7c1~Z!|}fwZzwX-^Q~Z z8P=uYiwI%;8o!U{EIduL`$9u;k8v=Nk9K6si)fnj$xUQ!h1WBc=mE4L#(VO$nibxy zh|Y1orhM5#-&Fqj7v0tJza30ZIX8~NbFMr*!#=4AkZ~FN z!~D_%KI0(og#RDMrTqKOv!G@A>+sJJi?PPo8u+$?ldj5r-Y`d9FV55D-VFH6ad`(i z|F*7>*Wt_5(O5DMCS$1fue4onZw?8+Lo0`pHHkj+R3^v6yGHqzWFNu)`|;2h?62Hs z?;;QTX*&+yYRBHkFSDA;uS?S{jny6TUC6$J;5dve;u_xVDo5BqC>C35n=dyelF^bc z9-yCn@jc`pXWK^m0y3HyL#~g)JGtp}c@3Z#ML#*Zm^~Ss$Mb`A zZ+dENqMT=!>q$~KPWYq%d$gl9r$;UB{8fAOC|-{$c4($|Vj zg}HPWHXEyz^=0sXYxWuMg?bb}1nc8yjlcLyJ~VfwUD2LIE?G%W?KAba#y5!14r`Fl zXu|WHVK6jtew7^gl69>8P%)5qF^19Rl)U$?L=`qy=L{7V|Qck z2Yge@-cQiW)np6zXKyhMWnR=!7$TcO#N52lLW9(-zSN1GWtt<<0P`Ua9W((w^uxk%jJLGu|oCEjn@^D&>Y zJDq30KL7vDKfgI%VE-|DzQ_L|jEi8>SBQK3J~<1?ZcXPj{;{?Q&ySNoDl&6$ZV_cEO_qYd$#3Q%9)4y3@ zq2D!BxW37cuBrSTr~DE;=7U%r3BR36o1vAfk-DEPu&FV5C;N%=WEB}b=o9mdzH|ez ziEAqFC#3tcG0Zi8>OV#7hVfSu7=39pJkP4kQM=arx~Ss=(cG?%T_l#|gt`{-Q`$`I zjL+~qGyfLd$$a(-e=Ts#ukp?H{q6grUz?5Ubo>|mA)j3{Bx+7!?hW-npCgCVWlB zwuFp~9r85oOZV37HEyFt=7NGBW{~|5c^~sBUD2<2`=I}e4Hxq1hWh1gQOe11+@H=z zt5&~17}oA9wR_GH-LL&fn{l6COLxgP$C1TX`EKHIt#!jcCpd>Ew??mg^-CP01Nnh%#dq@SWpXZqaR9wfs{^-^F+>ii58<8T z{1`F@;k`~At~4Ibw;zW`4KMn_cZ678;49wjD$P}yIjR)<;&aE=Bgqyp{tQFN^_TIt z5W9ECJQ&6WFzzAV{F_|N2cgCX%(%1VdNDW7hq3Qg zw!d2MS+{32Eu4?zvmWwbu72y9WVrs8@O9y<&*?aV4Ei$lD{8I(>LKpklD{##m#PO- zf-Ue5Vc!$_ui&rd@T+6xl+`(t4%OFyzb`pm`0R1mHYH;e|HD{JBuo9zBHMpqGna&~ zT;-GHO-DIs-YeH*^8tJhd;F#Sjq+cN$G{hI zr6hwrmHP@?knySb?2iYoP;<*iVC&@g8v4Yq*o@ysIzLul_>#!3_8~_1!n{KKepb&X z+3&!Q=ZWPpwUu`ml3@3RXs$BPHmQxmeX{r?&^8k9_?qzL3SZmi z>r2>^nI9Ay{cZAJH2Z2lkY^Npv&wcS)@Ekj?GJUg7cKI~XxuePRV(a*Qhop80K z$GRts*JSbF%00EP<}R1=!Oz`10X^05ZNG}KR=-ZHU zC;c_{&!HKMUVOuSo@fJl&fqU&FZo3t?{x_8{zwfpXb-8>+<9E8uz>Sjvv!7CO2j;JgM=Ocj0$+ zBU|KnTY4_!&swqm__4}2RpQTJnWg;}c>0kW@}f1`FwS%1%=K~h0RQ~Tzt*Uwn3bFH z(NDG&+U`NWrMMVJIgI&xWNpXh209Of?;i9aZt7<_0p?fm4aKt^Tjf(`J(TSSzqV{R z{43O-{@T@nyxLee0KS<0b?iQ$zqdpG2Op{Z@&Bw%hwNiyXCY zsyE^Kxbi$_3ZGw1b}zA}tN7F!;8FUzkTH?m3Fg1ne5am55a?KxOyqN(DCR&3o9Ms|g@c2rGon3s(8=ynmSe%C6M^jd;wqy^Q}kHXXpW&B?spH#&@w_!2Tl$b&E0 zHJT5|ue<|wYpwaj^=ErIHU^LRD{E?7S1!9(oUKD%4?2IBKV9%VjrTD9cgd^P^iIY1 zUo_jRA0LXr>-sO^moweFGM0)X`S}#IyP%!xxVLxMcGaGUZAUh|du`KVX@$RZNc@y7RV@!(4Io0m77+c4(^-li&Oy2-9 z8|)u6{x>0eL;jc~W;e6%LbAd&7Fo%*+T>mOE7_mHy)wko`AZGvFtVqM#e8@l$G4Jw zFz3}`vlE+}JNE8u<=Sb()wYLgrDT@&c5InI)@briq3b9<+?uR2E$>={2*RlEslCPGe58>&=?&ab!PXDg*b`hKU z!K;R(P070g%}(SUXXtrKs(<8Ih%xH%sFKS^7RCDrQ*WWU?|kM05@zZM{aT zZS4afzniA6wk>H`msgF<-0CrU7w>7>FXKhon5npttWOu?e~~;$;`_*X$6pJ6*eLr- z8=h<$J=?Hw8LPrdY6Q6#O@T50y&|9n$X;r5@URzi4f78Dc zSt?rif=$e$;Z3~ab=L35TlHqYU9LJOx9b!6 ztOuV>bNmFF>+zXEqi%4%fwnuWW8q+DIg0(y@#XEZVPi5UJ8q`^*#;|C=V3J7!Z&km zyEr$?lrkef%cc^BtMHh-Bt_TV-yu2Av5^p-4o3@B8ak2}$yD`{T^cKQH^MK5;@9Zk zzs9UkQ~9-Sd=^>D`Gvg++BEzPkOS%42d=~DRFSe>(LBnAxA4zGD|Y2kY zqqlWbo%^+~B5OSS%ki#VZw4;W_+@JkJVR1LC=uD20T%My6!WCwbsIL*cK07wYGl#q*U_XMdHssqnw3$j# zCvM~U`$BrZB2T4^LT;Q*Zyo#-@LM&6UwT9n^#5QhU{wjqYv|b&j;3O+qKCJRik+N? z+>uB5XmU?c3&bgHLGEpht_I0zi^hyt{(~pu7gaPGMBfqBt^naMe$y};UEsJKe@?UY zgqf}|%csU@`4b!y8oafHKjgC+urQ|LP4KKij{Ga<=)Ye7k92ls_k9hOw}XabcrIjDbGpLV9On3H@oIrzRZYb*QWNtLi=@?{_L;7pb}-;?cEk+C_s-L>^aE9cVd;T*`OG2}c=-h6f# zTWJ^jPx!e5U-D6@JvtGd=FazJ%NF?d*BKdD}pZ{g!fwX=aM@S-XM1>Jb%jb9%#G4bQb@9EeD1; zzsYeuJ?k{O8wcmzXysd_9&V%0Y9@2F8}CTRKF--+(vcret`&B2r#WeIO=Wc!eP-Mo z%HG5AA6DZnWxju!FW+;eKO3%h;37X;Le9->7+qWWOXr#RL>7EVqWex5WT3xFzaqrc>i*x)pJ66Yw?&$l|E6$;& zD!7fg{C@Op^sQIxYZ>_0vhCMU`C38c z%SDf(3%KU-)o3y4N8bXrchYu8qqp@Nqhe>ZP(3e)l5q?Ar`b3HK0b{8BR0X`YDsx^ zoxiQDe;s}uK*qCd982F$js8vtd2%S7!*=sU%6~~exbN3~uJ*6A-w%Iln|#eClDP|= z+QSp+lAN+PjGq{9ud-_yY~h9h0hy3u% z#Ar=E8r$d>`0B_8Wch^N> z_QW%ZPo8kqeZRX1dpcJu%No8DgZOIt*MTdspF>WVvp0t48vWzdM!qO-(|#tqnzQ8s zv}6Rip(Yf;w`<#rNt)<;oKH8mzYzZ#wky%S-QYR|owo8{_#!gTMPI=23CzdxsoGbb z+F1D#W$s(aVZKcEVc$%$-$FA{P2rO)(q3)d{}K|+$P_#Wj^@<^FZzG9gnB`alA`m>q1wM-=O_N_Iw}*-l(a3p(ebQQCvyp z-nD)WiQiaGH%9vmzLoI(#&^fScd@M*nS7URPwz>#$LQ)#_FQ^GE-xbcPcb$gQa%c6 zndAz-J{#|AWPKp6YoR+;ei;MdZU1Du;np3+y1PM#%m=s2ap*Pxs)Gv{V#)VE|UKHXN|S8)DG zAH8vd{R7&~C1L#`?t2f7mP<&BlU&zep}?=9c7FWZ8g4_s$t@?d+khd5W8O19nrzfD(jP9oPVdUGrkw;F@B5d;NF-m+q2i0FWzwcEFEeDvBmy7v_ zaEf)fx06h?5B~0KI}qkC#TWMENq!G{s$iciuM2ozgcVJAOE9^gt{u@mZ_RrejO*fk zUH^&X)EGy`eAJ3vFOj#N!ZtReU*ApS%uFbn`dZaaE&xFZ3Tk?-BZTh4a|eK8&^|H?fIf><(;l zg1tN{_%l`Kl9$+aIr+ga-!*tEwtn?5((Z0_4Ue`H|MtW$o&`T=`=aTieFU4wkE%Z57k9!J-&6czX{ve z#GO*@;uCT$ynRy)C2teD7Q@j%Zf`mc6chO3YJHd5US#h!FddGjg?8g8YsZcU#bUZ+ zbs}C=Q~A|#xZ|5IrQ?6>xL5xbbXOOv5i-!}UyV-eI7o)!7@Gcw7ZRv~j^Lx1Nh#so< zbs#dYvmM1gH06h6s&VdW@< zw_$g9iZ%!~H7f2#?<|;ag6kf-+VM|svRmL8qx~2*?eF|(?Q*8&(^xAW_q1U&zfKp&Z_s`Y$JN@6=Uk44>-qRAJmf{%;xN`%(76qo z5UY2{Z0&d{KMl4&veDaRWWbsq?S2ZMq|^AdIoxlNH<#Vpq2aIm4?J7b^Sk)9()Kvt zOyP?K4Ze61?2tDT$x$U2e!2lS11 zJwtZlzGtxmTR-R1bNS;*IO<@MQ{nza)K%_G<}-cqwdk!I!kZ^yofB_I-)FUcQ3&5q zHvA8cX?!)4-hgXdt+l$LQcv^G@h0SN%+?dwC>P6@^dD^NM!Wg~C%soSdZPgS zPUJks&r`&}SS{Y;lk3rT(S9`?d{eq_8sAC(VGY*M=pKYM@R@%@-X(mJZ3$agZ?QMJ z!kpRK`KdL2jYC#9es_(LzNapq&5ujS$l0-g>{YPs0>@%D7$4zRQ{g%>3%-++$yMw! zUUKtaE?>fZ$M7ajCcd$2p6CTS9)<0|+R9VaOim|5;roz{bNT06ct-H!scbR!$~W;& zCohp#E6E!~Uq?1?4aYfTJweYBd;Te>@YTL}ZX!P-e-AdCPQN%58TvKUgyZ?_IeE}b z|Ko69%a@nX*^BHUa^ME%$I^K$8oo(4CjV0Bc%%Q3KSBSk&R4?JiQeDIxDA~e6>4gJ zGdp&s<1R5^d)nFY3G8a;NpgvHHoJPmGn?EoWQ@Zn*6BgU>pgrJ=DgOhj$?=XNXd@- zp*@Wq5kBkf{4VER@O+4VIsf6yGT0vwBlRGf1VbHruA#RF9bM6`OV4=nE-}_-@n4uf z2I8GV?!~p%U-bND&Y8h(ZzY9a#3cLj`C<0*GV;Zp@?&~Gp{p0a!kx9WZA%Z?m0#|? z3PU}aH;}cE-L-7FQ4SUK{luQX*e|c5HT97b-a-yvu}ue}*$B>q@YOW9zYEiSaJI+4 zkUnEKx>0<;z$5O3IW0YmtUh#a%I5vVuLqn}iN&jBttFzG$d@+oyPw9D(f5SK)1IIvkCgVGvZuifMtKkyE@cgoP8lAj|-w@A} z(e6stBQT61+t^Cl!PLFB@)gwt*76jXjpOKHy8dfU6yGStb10whOm}xW#6JI*Y_`NJ z>0JY#F_(y6@h;h79}Ks0Y6+j@p>T{fHdqFOB({BzBzeG>@znnqm4z=DyCU2^J8<_XD zPB;cOvWnSqtu6ci!;j*h-|GB5zWEn#$g}&%ZM9lYB=*q|&uDiLQ@J1BY{{RgasBQ* z=C50{-NN>Mc;3d-#&O88@7Svr#ND*#m`{zX^i#a@IDe6>`)Vq0+b8aW#WVG-gLhkP;Vq6ye9=Oj z&nEj|+tbb$%ik*fb89Ns2hn~Fm0vTaKk^s5%KP^>+usp-w^~l(PZTuSE&@G1>%M)yOHB^4Bl3svct`z6d*_mCt({Tt~#z_7v8?J}v zDzvAdSw-e}GM>l(8w{&#r^42Y{=W7jtQou=S=^21J6J~H84Ld`7+Rv;3AQ)&ovHmO z$7eY1Yuk*Esv7)KkWb}xu3m*})MRrut*vhZI&(RCkbS6&a74yrcpIov>*Z8=2Y<+$ z;wo)@#Qqa9CgQ!m%CkqlZOSK;U};NEPde`A6LVhnU*{*Y_YO6LPeM%yb6whBdxBma zN#>v(gXR#vxfO;sjeZ44#-`fNhGh+Ues`YG-AkX`%v;-=U6M7)=?d#uZKuPqF)aI| zzt?^vwj83bBfn?-F;u(y7_JYK^Vq_!gxr*#@K?6NGwx!OM$drhH70XoBx$8D%-wgR z6|XRlM&s-^U{A=oE$}zT^L=$?9ac=Jv8JK-X?i{)V~V_LtN%x`*K&S6`*+aS7M`I0 zIQAxVOs4Y@vcxjmM_kmg${XDus28`8c?_Dj;o-lyMU7`8?3#)9C*yKE`tCxn7Uk>< zZ=x3DhjmM`l+KOtE+FGQ*w;hzUbTDC{MiNH%hpNL=!2s;4sR7)FUzgpjFsuyjkCnu zo}o!Pqi>ByZ7!w`lyjX2nS1hA@NXR)qxG+3 z>xT{gdIR22D{kb2K5RUQ9{aQ>A0JucSMlr&bvEQKTjB#?6QANrvP-tUNcIEdZ9vZR z=+<)n4%r9sfiaM6j&>TI`{O?W&4u`uqsJe$vmb}22c59Sa6}=u9&|j0?Uy-E8Y3+!=u20j0>1R`+c9oaFUvGaT`sdMX#g==OdBeG|}x(!80li*yKUp z51gbXnI5Lhx)TC ze|Cb6uc8dTo7q5C8uS>0*~R7=aY#GT0e3kNoj8YechVDm4>|^umFfSq-Y-Jw;)bZp7^Fu@B%OTmfc%G#HQ89iNPpD&Sz$mxFTduLOp6^I@EB2J^Q$ND}{9+Ut z!Hxs)_GA0u&WE78hh5@WnJ=5bx0k+_&gES3igC*Rm{0N@$$Olw&iUXpi9wxtQ(&*KOim$Wzza<$2Bz^(&#wJaSe|dYx&mw+oCl)HgE6?z*_4z znBF!%)Z^T^i)z`YKBxB&jiM!FTG!+g$XiOEIv1W5C%5BMTeD&4%`Nd6joV z9<8n1gN-)klds6y+WsIKo$M(q8C)*RH-)?jzN~ zG6mlK;ayo%d4?3-TcaM5Wsa}hPwLJGQ^@!U&%A%BySGI;)H-qhO zkY{XEo`H;V9LB;=wUuX*`K@GqD?Zct*L)E7X8U9IYI(Rnp5MtnwuN|QE9~WA@;Lf+ z8oavz!!>kGMsp3^KcWfwwVbZtV>K<~`=r`0&L7dXGuq{1)lyprI-cgIaNptLS~6gD zJ(#dBJpa$+Lb|}dBcH1ou`wF1anhOep48|Uc4Vs`Auq!7x2P%Ex1#Sy&q6lLvF#xy z3;FyOy7;9SpZH4z>|NsgLNd0rZ;Spq$J^PD7w;Wlk-y<90a+FM^_S1nIn_8chvf3N z7!j+bW*kZ zj>i6b?E9II=NTg{@V>e*dYp7fei`CV*ul+b!#5z45-a6Y?{Cuo?H0#NMWRPdO)vJG@c^6xL<)637 z;nQ#rBifM;ZQ&P2;eC~&9@fG1ErWFxOmZ*2i_DAYxvi@5S1+U8$r0Nyua&Qp*N^XE zEJF>S)lkXZB69wM{^{(yicL#k3ghHRG&O7s>jGme+7pJE&L@)jH6P!@XT9h&Mv|Uz zt=~{tTgUtHNesta?W5^zj;B4|1$11)pRZ|?yTzJxodCnbzBYL%nt#mC=h)vU&P&Az zUo-?JH9mP7??rUnPAA$_ZOWR$z>Z`zJU5VYe@*4xx40Ed@8dCki(T=pp?@Q7ayoH6 z9~}crjrn$%^KpE|t~fk%T*c=1w0(%@8@w-(U&qhRJ4x z_BQO>g3b&5YUIj5$FAitb;SE4zs+u})b~(VvwpB=Xg1Kc0MC~CUxs<7#=bMMCawIB z|IgQCw;hoMVBrSLy$1B}ejf6og=jYg`v!}EpFPN2;9i(1Xpmh2+lT01qI*v=!(wR$`GXA3HEf^5H_s=D zCRh1fAll)A3rF79#+K59tLzf^b`1Pzx4`o&ti$=?Svrod_tSsp_xdw)GwHn@K7}Cu zXlcbC>8)(Mn(WusZY5mT>fB(~0`| zvoO$#rR)@sL~N4l(f&jaU&Vho-l4kkXE0Lnj<>fM`xT~_+{pSH=EKNaOvWCA{D8t| z6OJZprnZtTe3lP#gPYtug>QHKN63%=)VT>HE(xscNIUV_Q-fWI+E3MI5SL-%XvMJ=x1UA4{d_jM}vzNX)*n^$z?Qd9C`D8|NChR}r-46bp<;B_6m4{H_lMH3O zczjG&1D?CcI7-{Le0)3FkLcNr4?g!(@?FJZAK0I>_2DmZFaIaEc81x7Zt@_W>G&;% z^EC`;{!QAl>re7)>3@#?Yhk+H{zhH$}7mcQ-3H5_u{{dpX7Ej z80I)s!zl0Kd--ZGos|lpJ&S) zdp?Oi!z*VZIb1$KR@=~KT<%T3_!fWqfsmZfcP3{v*%qRy#ZdN@mjc_%xfOi$FF!s| zU-^?^=~-ykgYRto?9HA*w-cOjMX$;6Uhs#p`V@TQ$m?fY%W(%AJHt()Vkr9M z&-jxb_)Zq5Rj`KfuO{W)@Tn7FJjA{DTOEl%U;}>@v+2TH41%F0y2oHVj?5Eazr*pG z7wyiTerKjZW$;W9_a$|1kiju>313xts0&*c`X1y@ITT-j=kBFZ;bqwLBiQao zUsdf#Q`#TrtG(#{$T%F&=dUkyp+xTbY&)j9k`v|5a_4ot@-EbzGC}tyJ)vHFt-T|x z>T_nSB>2kf@EeC|TkY_bP0{mbN?!0!bOgW5*T24Yyy5dZC0UVLo2^2#4V&h|rGDi5 z(0N6j1uWdZ+17@6y8Q((@mb9Obbm6%IDCpJxfl-l6LK~?gWQ+o>z?Q~vENQTZw>#S&YwfO z9_(Qp&8)T{z#l#(NmuycS@8pWyNds(`qlsNS<3W6xEJH;7w}j6d zjWJRAG~Fg_e+Z3nTI>VoWVqyVsGE5h1IAbwlgScvU$dc~h3y}Xw?n%Dnm25HV0}f~ zjnx(1WkZ#h#k7a>hiyC3zdigl}m5>|LCvTbL&Xll81I(H@Qxo!XSOW^))@ zZ|ZA>Z+$qnu6Lsn7QE$#ax2tB+C$ znmyqs)y2-XqqJ|tcc1gsDCeg---7(R=sCBp@@FOrb6D1djFI?047#h;FMhmU+X(jE z1jqOEw&e3C9UsIt`jX@IiBGhy^Rf7vkohA$YGLv-SuwdckTJJ9%5R~2bhQWm{I(7r zV>RZla8oi_SZ^(Z|0(p(&@;xi5BnoD*NEdFcy1?eQ}pmf{qgs;=oju7 z{LV-9)~p|+nZSmQaI_@jdNfaK3-(V$b1#`Uh{MBt(8c&Z1%{A6t;Br1<15GxbIvfl zP2qvD@`BXP{GH-y53AfSE~IzeYI6%bpQ67I?`^hK_2y2x%|S&D$1L*9zq#?8vMu@& zp0~7#e_?$QEjPY4sQ0H+^=)kb5FR;~@k#hoOlccAz9-!WqTSDV3%bZG)`NK`I2zQu zZQ$tP_&z?$2K$`pP;)Z=J?QL(ZYus+@Z87O#(gqYT@E$oD}EcvFL36YkUtN7@Y_!I zZW1In;L9DKh4vHtwT{D>{f?bIZA18HDc$GlI}xqCDL&GF7@PPxe_h)eHgjV3JYI5> z|G@Y-T^U>}$^EjbQfuPT?@RkS4zi#lVZRuK79+=sW z)PFqrM_J=N;TTWlS|NokWv?I1g!OBIr#Oggv@t)V=8|Gx*yh1-mj#$Emj@X({so$Uc$9f`4s-Wop0-0PQ=Dza;?4ES6;@h1!SC}R`nDE^Lh9ai^=9{ z%m;AYY%G1v#+%{bzfw+AYTGf6XVkl42EY7BkAn3l_^zSr9>-1fHKFf0c76(1GkxZm zFoz|x=uviT&7<~vv-217o};IgvHcxC&Li&%Jp5Og6Ap&)De*V|6g$GH z2B!P7V}`xh#6#J&H+}DD+gZ#)y?q*<%WO~aPhU6|!Lece>QAITRqdvj<8frJA%`|1 z<0Wn8k(j^Zd&qka4_rkz`yB25#G4+EuG0Q3 zf4vIRGIZ)gG`-pnh3dUQ1;cJig z?K*1|o3T{h$AUA6sW_$8Z2yhk0x!GrW&Bpc-cnz<9=Ottpc9?HDHr8)As@??WSS@A zluUC*@c?;pzj7_t7iMuRKGiPHk(|m_ka;Pr&(PnNj!urZhg*G#-K5Tq*|>?#m<^xf z%J?Vx2LA!{JV^GR+TMgmeM@eEv);K}%LfcqkMZzF{s+Ip9I-7r-948_;goZw8dVr` z<*j1#kXVna_rpm!;u{`Vh@r%zu^E*8Es}b_He57vmpSyXL&Lxij9%4PL?^L|I*oN6!v0*UUp=_LOTLkyK zYU4n=oG!nI?IE(Q*%G;zwr9`JY`Mc;o`$(2{o48N^_3rtmhYQ4X2MQ(xDON_`j^IJ zGGA_NTrIb%eDV^WWA#sgTTbU_!(0)@V_4H>*$_8CVYyq3c7{1I4t8`rk-f*^o4eGy zj;;67E62-C@q}DC5+3W7d|R|f()$5@SHp9ny_%o=gZ_E8o<~kb-+J1}Nf%amSrVT* zSKjPcK8A;s=}Bm2!E`j+zSZBtUJc0PT3km~EggT@-%H*O^=|6(?JIajk)y`P=mO4s zTlwD|ul$PC-uOLpi+WaGz}Lag;uxC;q9^c0Vtf&w%d2pmT8LrfGmz==19V^&d6_fd=Nd`h|lq8 zC&6+I+)s(~fsX%Sr!iJ`WW#=BjKc4pLv}U)40nD8yKg2#{Ic%kYfm@8%WwHzaGz_t z$Jpp@E?YXZGS7syV;=JVY2%~?8Jo$0Ua%i(e>q>@4sTz0&fw?2*uA~>X8M0oC#!r2 zLGDFslkYxbGTGX%En7~r&4zyl*=O4ROOBjK4}#Wkj!>) z{0-ZlFin7aCwuvrJ<6UQ&X@72IW=COy$u~hv>&5C)Td*~_z>n*u!LGFMrlNzS{sH|aQa;M?BRvWvr@6nGV+qj5o zVZPZIam^jS#BawshcA*B*$h1A!`K9m{EEl(%|N)xD#zPCN4qb&YV!6sFC6atS$_JJ zUiW`<^&^=E)7J2GChKL`Hi3J%%{6bdTXmG*XHH(Iovv_w6>rJTFWE1bqet1-1@CRz zjIs3K$2{mDuLm3t^2JEF0-lh6jpWPYYzw@7(67ZGm%}quto9@K1-TaZ#3bvCSIokX zPt#BX2H4yijC}Ca2DuU*=V_bjC^2@@zhO1+mKTX_C&$~#ot5;!6Q6EOTZ?7C zkXcltv0tY;Dn3N>ApY+3%|m-KEF0LLrOkLR%$wPN&G+)4IG5f>=~FMV_1V2x-&FP- z0^<{O%x0Ioue6(El1cI?*lwSm%vUSW%EyGBkekWh@Qj6P4&8F02ys829d&p*>FbW> z89ZI8$h7~MZQbbk60Uaee2ex>``c~L!_|XbA%vUhq3;cKs^Ig(2dRVP?*R7!=sMbRI&bI8HR0QDsUKIsIvBQ}@vlwp8GJmazH%Qa zy{XCz4b_#GL<%v8?$94<+<0vh`K!HcZ~kFZ`19GBwNu{A`R@8(WJgH!c z=V0ER-G{^ZuYTjE_)NX~2L^R9d!xEyZ-GAl0p>+?ZAP}b9k-*;x+U6QJR-iS*S`-L zVciq4V-gvMIi3+{^tUzMmpHzWj%(mL32h5>Te9^xcn&6e7qNK=)>Zh%*nfwX|MRu@ zLd{4nHJ+cP?-<*uFz{I-FVhb2y~QrM9yPNM`8*Gvv9>?pRVUIx+NaBfyU6jprC8v6 zs2CJ==3esTWyYrTVpw{xO|4Goik^UDPclAKL+11CqiWDh=l%KeHn?6ChuP?wlNaLS z9z-esi<`wsp2t7v>tK!6wB9-!K4T`_*U#lj$n)@Fu&B;`iy?dy>VnwCL$%fGpK8As zyt}EJNwpsr;oV%!HiVB4%E9WNybM2jO#K-_#^sI zT-D%00N5W}Tt!k8MRy%!8&ZX3!6t;rgorXR15 z|MK~AVVd)5*o?>I3GwNHrv-mH4=Emb`@D7G)lKm1}iAH`@?(;XnE6<|gE}{XsT8$&+Nu$#BhEv<~>hOx*5(ggPI7 zFcj7z`Py*0Kbsu_$85Uq)wjNRG8^g|MPJuypX}9l1)s_3WPfd2!9Sc_H9fgsyq=|Z z8voVv#|v;iOrGneY=pdiSKNLf*Yn+|fOjq|DO`)qEyj1amzA7~ZVbBHTq7E1d2_O~ zucxyRPy9tcAI?6$=g{Tn1_=q@r@z#6*8x=V?Q?XZ#tR{e4O4x z&h6s4J6&(mX&hyDq3MWrKL6R$N%C+pIzEjPb}vM;l1&TW9@qzZeVN39@4ZE?D3}bf{{V&tEqvK=wDRaJFojm2&E67tPit%(m zr)_&O8_g$cu={9o)Qao`aad#xHeL=iu>TVnZ->t_j8NaAcD8fTe#71`)Qv}A>51p9 zD(?sA>%y;V)BQFKawfjXeh8YQ+0>cey1Cy3LsSF%FJhSDy&&+B*`a>*eY$h)@n^09 zBe|HdJ!*ja95#9unVqJsFCI0jRI~DR$?eF#YR9Lez0o#I-YlbgUvl^;UIxqO_~lTl zUPOJ-8rSKKd?%OVjBf&_x6Ktp*nb&ZP2uQ@&)5yI4(plx`f5L-s`EYq`d%=7!bgAT zJ08uW>c||Q%$BzWU!*_Kah~I`=zes(A>5t${blQgy~*!O_IzzS+b<>WZghXbvzU$r zV!ko`2a@{}8QtiVkHsQb8{F$(A+DpfhuVJ!8Qb#3LOHP(+n%U)KgzzJHuCc>=!VL> zW6}P}=1%mb@@fTp)PtO#^3&*j5QY=sS_{uT>GjEt#h4s3&Mb!=%1dl)nPRJ<3~E!AGYqw8($E9K7q@I6h&VQdwv z?2S6>VdHWyG;88(YEz%0-|20^FBhS+R?oIUx2zhr;7_uTvmHV9{$xx-H^f+2#h(-9 z|4e$+y-+{G$2jBn>OB*%?WO)aN!|;1?j+ARPUku9qi<6fCZJ!5{zT_5l7G0ZH63b3 z@OfqqtK@{|MSzM z#_8*9b)TZF!Fv{(<}kLbsyw^S_oMqR?LFy>Pmf!rs0v#$s)d4MfNcJo!QftpX6;8YR6@0#=tJ8%a@#sTO53%wq%?0 z(KNDl;E(z8#@Z`dK~8Tx{9hbKXQ`k5fyKO7w;2dLZhPIyMt-+`F$)z{gIgiXY=v2GYR_s(~!*jj(M4R~}x^-w2 zealC3KlxZKI}+9h;QA2#IrQ*XTBrqkk-Z3>&-vq8*HJ6zH0OkMXn4OReZ}#C_!{YM zf#)oKE?_a1(yn}ZD;sAyH|`4aK=DDndz|>L;nULoZF1H@a|Qli;C)db;<3W6HEa!DL@r6)qSes)aNeg@z6sP~?jt(!Q$i0(-7aE~SCmuy3__Cb3#Sq*F( z&W1lExw#ho?(Rh^Z7LVW9aVyi+LkGt=>Ca^iLwQsqEUA_o>PhpS;QrW9RQS<1}BTZL;^=`onR8+@32= ze~Otg6B&njr+WCvy%_BpFy2aUEBns$wb5t1B;WGi3*lIn~^<1+}RMW`Ac(7rnYCFiP^LKa&5IAJHmR^kSMUyXv@hfQgvRKb{i+nhqO=4O!pueHcJwX2I3+og7{SW_K&KBbLic=B)L+qd+sLc3FS@Wo0#tc4%WbSRzH1=0CzJJNdW88Mkmr?HyI z$8-rfWBF=`QeYG18{~ud-9j-;S{sDg|0RaI86Lmn55EKJcWIuaQF|ZTy7=s*@ zgI(A<2uMgth+qxa0oZ};XOGIU#cn;0-QE3u*2C|Q_r0!HuVH4^y5oDty4RX`W|t50 z#eCZc^2W27tlGPwaAm)fe+Sw>*!&c~Or?vz65};_6pqwhZdw?7XH34)AMVQ(Px9HT zj@7v07JX-u+sKaQbachP&JI3QX)LMn(Omxj6zwT6enS2_Y#CbTWAtd%_i%qGH$P@VMh!`R7RhWlUQNq)Y! zoaEOs;P*aez8O4pg?G;K<=W=Je?9v{Z99Se)3yCY-WPOiZp=;{So?E6i8VnS=D5!M zA8c;h;C>VRJ>jXsa4MZA)~VrSk(aK9&UJlwUQzxnM^~q>58L~oe_4#>U_4#U^rLGi zKd5ur-Dt@O<1u=dujN(ty)n2wTtBWFi}_Ue`6%CrZdePx&HqiW9LhiA;}G|cms_{i z)qcbjO@L#tzQ@^9;CY$s6Ua^NujEtsOV^pP`}k#7IC3-$D-xV#qXafM+jlm!X+z z|17+3;;kdsdMauG+td6#ll}(#NA-D+C1z{(J|1?*4KU7Z@V+qKrTlp+AE+bg`rd7Y zHNTOpk>a`@jQt$T{q#lp`#XM^%;Utdx4C8zKk3i=YcqGmd((YCJ~2(s=Hqeb7uqi2 zyK~@v#|to=5u}I}aAO;EOl#4WaiFJlCUnTEAME^n(3S z@;a%BFYyz9BwO(JCS(|2=^24;N6*aRITenwGRMfEgdf- zFV@c2;e-E$bw@b^@6C9x*7q|EW7)d}9qdT)7eDd;DDoab_no>J!EFpDx01uQY(DJb zm=19q@%iVs(e7m5OXhlL7UH?5q4umf-_kniZaUk;K94TF!}_AQK>nVgy%josET=E8)zD%r4E!Ihj;4+Nr}(5PKZ|QTM;m{H=k#e``4_Q6 z&WH7AHVaPs=ytTTU>~pTN58%Crw`*D8*1;>7jJ71^>=}o!4OR#vnBuhg!eJn+Q8~L zM!0_v?wi!^B_F3YUklq)^zKh*h~3M!pYUJO;J#C^jbGc<`K<>ZqATQOsWwM5$-733 zBYxfz?G@U(lO3>$VX}wg1=>e7kdOBQa>wz-I@&(vpHM3{)AyYAbMdZ?C*;Oga>h7} znv%y zHUIrV$A{XMl5v1onD2@@`gbAYC^9$HcRd|Ppzm+{0p8^>U2bm+?-qsp&pXt)Zvc~V z810JxK7N-cp?>EX+b*H&BEB1-|5f_&6r=Ioh4yg^+<#NOPk+&w}KKkw?ue(^twRkOZKEZzid-}kwzJ=#%X%*J)#=<*}o1p)l|8Jsq z7CCFsfhOk52Kkn0|_)>i3<`p*!fP+LADkB{>&^&jZ|Ni%Ji;~8GZ zXXxZYs2%ap2G5tt-T?o2`2UBe1$;Y-`5kB`X}?Py{Xn}MC|lUyif0Ard6vHa!8O>{39Y;+ zzoP%RAfK$K)RH5`{S7$QTkc&0HRWyXqs8q)GWxOWFZ8**dVEmrnS~ofwYef&0k82; zilt$OZWw-tCUnkoZRHp54^32{6dT%(#fp(?6HqeeoOxLx|_Ga_3C4 zwjy@~-K)#7wb-!{dUH}_9b5K7`xRepYJUSdVTjhfzCa->_hf- zw)LlL0sF4vC;1=lotKwuSO3fQ_Ep$+h1vKm*Wm9#Fg-=@9pumDgIDp~DNn6i2Oog}Wa+2GjjDzj#&^?oEa@R@xx9Rzo`twy(9R zy|ppizfR53wv^BACi`gmZq--O{`HRjR4Jb>Pa@t`PQ(Hf@cFb9^=FLx@Op#L{oevj9;(G@jgUo&fgVQ_v6*WqL|Hy>_}ehM4+pznb}e*XbS zA3DyYZ#p?mq8xbyq#YWJ2yjmW=|Qy(|f-h~d& zo{~2lH|Ia^>V_Jbb#kV{ z&xh$N_}_-_Fc{3swVWO(&SDWy)bS{AK!umbwt&i==33MB)(YExAU+#Ba zHohvSk@+}>Sb~s|Env}5OOYq@eKajl8oybyrWIm<}m+B&d<&V zpg9NrO|0ABMRyOMw8VRot#5j7hJMQ~Kr58h2A``T~d>jDxYd~qxG;!_!+>D1`OV&~hKggX18fv-noPdN5vj{G-# z<2iCJnSa@@)9B?I^sfTg#@1C3Qov6|dx5VPkQFsDD0~IuE>1avoUh#+8)Cn&{#`3R z0Klp1;ayKcMf!Z@Ao3-JtStDdLn1#$D<06lJ3s8eZzkSyM8(VaY=zBcqQc!$3k#tynQIvrW_|4o3vqDxP&98CF{`Z#OmRNiHSqsME;&iSMpyVFz2UAw zegj;4apY9}_ZV4b%J8R4qVFW&64)Dz@XukKuZ^tyWVDBnX_c6$tkF&EIh4E#y<1hi z9fZp)diDVaIb}V})8Xh2hrCWF;ctrmSQzJ_+X~&=Fl|lV z$z;{BvrWa!U2&JmEVm_kV<`@H4}>9uEBq?^KV+-w@#Sp(#q2tLxnD4`(d-&;)8Iq6)9GyM6Q^b|T5+HS&g4|(Bf=o0#d(>+fA+W6+^Ti`t8@hp19JbX$fI(d*U zdBAxp-S5G)Kp#J(Q}n@Bn!(cU3dlF?oq>OS$L-|JwRB7r!{yo%5iy8ENMRc`c`8*ItXuy?m9pUC(B@a&bc=uko46&Fo0_ z^xE}8bUo$qw(_k#Jo2Udty24Zd~}@{okrFl{I)rL8|fF9@VTY3fqi}9*$(}5 zZJ)sYA=>lg)}eGv;=^Ev6?)hTu`Yi=_ff^wyuSVD4J(Y^4emz5e>IGQ^&N=!DEr^F zXZ%z}do~-^VoOW7eNHNTX0$BmxlZ5eu$!QxKz|)wuZUBi8%Os+Fw#?uV8^c7)u!;K zRLqZAr;63Mcx-5F-;MTu$7k~Q*<`*2gZ?ntC6~kSHQ5*FpDm~U>-b-=TuPR?EiJTL z9TgYCIF0Pv9Y2rXyq4Tb#<>-D-N=#K*@JTDIme&K*)V24A?qD&>Tmo8n@=X=X?!d2 zUBjOTR4p#(31fLna*UtMIE=nSHyqCWQB*>Pu{j7983Na&PU+8 zjr|X?ZzybM8CU8=`8gSzu>CXb>+|W~^fZU_M;Kc0k;Or{qK*$WA8uG*o1>EJ;NBI_ zm*lEx1sUZB*?PKs zJl}p1o)LVwjE+Om20Z=kEA+gGb_`i+L?&OtpBxImib!6-ySjGqN&~JAjxWG-B6@YD ztjLeAtA5GLN8wX@pU`cQ7R}f87TTfmawh%; zn{`dTA>NQ@gUI>^mc7u7f!zWw`U-|^`S%s)iyh0Q)Rj;eGo_g1f9iW)+j-6#*?BBk ze;c>2vqg@^9q6#AOxB10b@Hykb7aMz{E#>AR{R3OIKEdN4A3``{(1bh1wF^%J;qvw z@6(OR_`e(spOwti@$4w{7LKL-h(9K8l=fNpzihC&7yEt1`VaCS(bf$n<05$(&HD|t zPa($}*gpq%D?Y@V!;w7b+ z!xHDG&=amiK0^y{`W;*Ufo)jDTX%Kp6ghq5@?UJ+g}&D8gg2YZH|E^J_=tyyl{qo_ zpjvyPQtl~cbI|Q-I~qP$f$8EwwO=g7?lQ*j8W(b{oR0rB`XV@Pb8IflTdEb`y8@Dr z*?9bSsf%~=5C5f$&95Kv-%YT}w{Z2A@l&j3hR+F>J?dP&;xo_WOWAjh8ugyBa48J) z_5F|R9{e<){jDldB$vxJmD(>V!<%k#3;1_Hdjo9SIwmXn&@XlRs`Ee7`6EB=f=+EO z?{j{I;#i28ve%j9!Gr1c+aT=e*uN~Ob0Nah)A7%SQV}*a> zbE@Wkw%`f#P;xFE=9;kHFPhqJtkgcOUW9S(f+(E?3t9Pe?Q$%aM`3)WKie|=eT=sm zWb$D&3U=cw8N_yDIX+WPzA3h|^{XjqOERkLdV_xPOZdB-vCJJ_GT*MNedaTpD0Xr; zZo;N%)!I5O9*E~tJjakbmhD5u|2F*(;5(B49%i3)M=^R3ea;`K^Hv2JJHdW4Jk7<# z+>^9Ja~d3BobySx)Yg@3Yty(lx;^C)IjNXMW6a_A^WXQ{-h=ZgdjBMIO>!=Q>v_iq zIF_H~r{wQrFMi?kedW8x#?G)^V}CH-ne2X6tnaVX{tQkW>gV|lwTtB9S9k`%@K1xg z2W$%C*TrCJz6zh<3}5{UYpduXbk}BFV*HhNr;c^EgGVaRpa%eg1=85tO z_NW!*61uNvcg{C+`13BsK)(JH?NoY>qUUNdACh}=F_P=?EBd}AXBTZRvi%5cKf>}Nc`M;) zOTSo!w{#=6hZ_swE>pUe_UEm@J-eSqw}y5#G_8hwU*H-$YD<0seZ%2{vG#`0J?LhV z_Z=A{$!>Ia^C~u9kLCw^7~+_WE7Z3;buje)6f@l*LM`l)<&zqmZ$xTCL>?Tc2v zmDd_$ZSV)b+`-1j#M$~ex|^KI`0v5bH=zb*$KYurzxg$}1<#C16#b8Wbt7v+=K%f9 zwY&bQJv})?`v0to4{UgtI&_99Bqw#G_&Y5sk z^lzg5K0F=C?=N?E)^@nQP08I_K8_{xLHggpyOX~0==+fIKQv?6bO+hH^7|$*b>f>| z^v>7!8<}&}nD^wLn?~VARmiV=bvn9{bqKrMRLl1e%K`e|;hPMj7HdV!@ zyIkmvUrj65ga2>m9pO9x{WSd7iDyqTI-p+-znCV6(Q|=3+=4%>mC}V(>m=Bw(R+us z3+Qkynl&+=`c-T3DNlm?Uu3pGa~5C8`6Af4I$7<|zr`0_Dn3*Gf3@pk@=`Y1hdac% zJjouH-`hCn^YnFb>mr_~>3dNguR~XF^TkZ^htd6`b~Jg=(O=sFe9w@l9)xvC)|Q>q z>8sGYew|_ZJpzE%T`#j*ogt&EXt`NF)DxV8wt2&;|lCLv$Q9YyY)wnOB| zMD+46{Z)*Y&<}5RB|Fx2e4D3!E%jf=FF%OaUSfAPzAwoz29s^He?-R^`ft_0Df#ZL z6-%6}Ey?xrV=37?^VMVQ<;(IkvRkMVuaohdn7?SFKOe^~wnpL*nPbYA`1(Uw_T=w` zJ^!xM-YgEEp)Ookgr|Mk?)*F6Sb#6>&8OkI&kfYf7Xsy{CZ_m1=j zKaFwT9PP>c<9USfAXW` zqVZIQ>)}E2P>o1RemkGOzs3G@x;Nmj55!^(at}wJ@Le<8$JV7Eq2HIhANc=2+NP^p zYghe=Ipjm7sc?HL}q6hA`u{V-q2_Hm8}q5GNd zFRsu}&Q|(HuzP~q*jL+!%jJz&Tn5LN+7BhixJyrBpX;JzYclycxkCFxe0-$+DQMSV z-(0fC@W~PNtG>FniT#h-HWjaJ@fo8<&fb1^G!KOn|lUfEuM_0t16${ z@xe;+*&o&dMHd*&r}^v7+cvtdC)V<=yny_R*z~$O_8t1gXzvkwW4;_BHuuA8J(Tiw zGT3%m)p|?)TEMP-;Q7}2?Lx6$n+?s4uN(A#M>qS+%Z$-K(Ok~YA%DHa8~st|?Er1} zplhJ7MKy}lluW%Y2EefbuIuRBj=x*L+Q27IYg5}2V?Up$K3cbgdnn1j;F3p4#6PRU z+mqZ2{K9h&__{P0$7IKFb*1~UI$y!T^OpTmIlLuIw+4A+x!y`oaeOfzZ@$ML%bifC zFC~8?>%QjX7<*9*YoVLrSc@N?cYGUc;TrE``zCnTgV`LFo0rn(>76W}Z=mlgV`ZVX z&hq0$_y;HwJma8zQ zz10_fcH_b?2KXV2&ybteGJa5{AC}tvk&?Cy;vW_-}}M$3)(ty3GLg9qgt2;-z;Kp4%dM&{D+>V?0VK% zRaep;z8SY!KH@};_U(mK9tCcvt<9w99k@%*;wHcqiNxr2GBk8}b-dhOts@uhIdN*go1Y7X+XY|pX?!$(O@WPkB?RYVt_vfPx(9OiR zfIhnO&i3*-yn$GRaT#LYq2euf`NaRlZF1!yeFMn2-dLPL$5(7`PVX=>$2)$H445;% zE%&8+7kLuK{`z#kK*z@XvW%VTe|Q5k?@2~G=l3?$?px&vy;rgOD%UWt<2A=dKhWRF zFJmV1*`{>2qDy?juN1>u%=tcew|CxK|2g>OSI||AhWQ^Dl8~>);9cZ>MxWd&-hz1r zpUgq8-ewo`<3eqt__~R03wED~enYhlU3@dX7G#~Qt*2bNfFF)QzXq)D>3fj;+vuAj zE}P;#9L@)wi+Oe`jB+fex7?l&*0l8{C*-oci0|j~gUJ|#PmIHJkmOr78N=}gOBGjIrcXHVmg1rsPX`;tjUw zb@S|U$NQ6O?5301zl7YIZ0O=q{9{uDXppi&))*HN<%l^Z9)dbD$6CfWq{3ftEsr`}u}#)fP0u>Q!* z*SRqt=A~#&$Hq^#GyU4iYxwXq{OVZnXUTubarJT%?b&$mLeq?n2kF04e}nyr+M78( zhOTk!yb#T7$8VUQ+B<%NAI8DGjj;fG3R|=lU#p$T2<_i#O-PVmExQJ2wPkJdxHE${MsI$>$dU)_}|8VUR9o=eahV0mClXvKcwwa`8Jr(hq9Ni zO6%rukFU1Yu&zorFm{aPygNHCsMNjyll(?r8|}A>>woE6pRIDOJO;*B_KhFA0zBrW{B&dS8L}&U)`ERw;6AoNeIxr+*u^C|8UGyk<~zS# z-w|^36mr{>KM8MlIr=?&&aAL8tQ}zJ#n(4Dwie05*gk~5OYAS!7UZ=c_d0Pf#uG6v zeuwS$YHdC*KBfCvzF#aBUz#5mzQ5-zO0R9b9DKr?b8O&q}U;Eb7LsHogc3K3w1Kx z1^zwlKV#EB^mZbnd8h?2ovz*WRP7!_3Wu5jcuXM^b&{l z$-Ea$7r5Pr3(vmuyU_7%Vctovhv|N{b;OfshaZ; zRd43Okp6C7eu0dO(f=*xXQFRS|7bL;X&cS zkltO$x{MCj*5$$C277h@`Y+&mn$EC(9zo8Eim!cCy`jo>K8=mV5TD2#6>o}W6dHJw zjmet8&wcoCG1*%fGws#m_4swDz9-<eln+XShr?bT560$zSzZ;u#wP`+| z(ObLc_bmIY2O>5n&0u@nTIXYUXRFBxJkuI#@1B$k{VMBwK6nlWwItNCux1EV9iX;V$?0m_6p!~-3S%eh&0fBVJhv#^|4Cse&V&6rIOISY z=FA_-8wpEGd;ZS0ulh2#>a)7Og{(F|Iw``b4ers*FsCzpF8R)*^uWht%Cx(-q%a7!3Jn)p{6pzb+Fs6I( zNh^4E<)``hztwlQ@puzIj)a%pQCKrGj zN9QE5a~x_}x;+^i@omYU{2a}qOHSr*k=Y&XQG7Xxye6;|&I>ku3hQ}z`Z>SX_HQw3 zAm>SZA)cq%#625j|C)VYet&@cbDhsd{~&pPYrnZ#TXz@d1Uu;)>|9)uR<>;&&!L08 z*$6(TGg=6n*koJ6{kB{gL*F1V*+}1HZ$6j$N5I0qY_S;qicgKmK6LKdDUAK-eLh;i zrt9el^TmOVhuGf++wm}*STT0=4TRY>Q+B@dtMz?Bj$ihq>(iORX6zIv$c^^SCy;Tx zwu>vZXUesE-s)w(c4gIH(U?cp6X@r{-2>j?_8KwH%_lic?A4KM#XfpRU z*q6!q@XLqjTK(qXko#!@M{{%=iO&*tZ*1OBdy3}t9U=#Bqu;%XFrS8d$HgfAmS?59 z6P~3Mu*PfZKhE(oZ%WI(!u^bNHF{QRn<+m!qHRUqALR2@v@0Bg=sy%TW3Bv!{#V41 zp8Q(5I+1P0N@Sd+`?2fWI@j;=zph$a%OoxEd_d=0d^LtXb7piT{zdrA_3>b~?!u>H zneAgcMc;<##USbBTzIW#{kH(NV6b!?i#6t1p&U zVZ9y)e_OLf^p|UqU!~J^Mk3#$(Y9;oVQ+RgJ?6#Q+ReNX-H6^j>tw1Jev5u9F`9$! z0X5EbYPeSw-a`%VH--0A;?2;V?AqfA^>;EG)Z2(}liS=6ewDAqBY8*OnKKeKG+P1V zt!xT;e-d0bk|j6u=3;Qkj_w1(<+>~yMed$9`}7Dhe$nqO|GbXO1Ms)58cTdSq%n%# zf$Jaj@o0AQTPj~dT}+zc-5W-+NMDfC-;gaA(r59`V55C`wmxf~xQ>sP@R7O^Y!2(d z^jx&R!gwrEjx}#?eky0w)!q|LMxZ?$ zhR$NugCE5`?gifzc87JL^KjoQUj%oo-nO87C%k);<^Fi_v-6|jUP<>{`aZ)O?td=$}U~&%%9}6yAiK=vBEqo=&kU!uY(Bo_1)~X4m!T-XiA# z_3|FPRXpOG8ehefAdAnsp)n5Qg?Qk}epSmJM)xMZbKz3^V!04K%C_<53AU7f;~l0h zoo7t6W79Qoyn%L4xyq9n(f9;`lgzvmL>0#XTB)=!DMV? z{F2ne6p8z<`u61G-Hh>m#>pgpeFi@}<4=RV>@=R!b@wcN99F8e(FSt=^on=n$Q>XbL(LJJa9=O-tFCabEG_9a z@1=eDtGjmfEv)@7l z%LG1q1IF9v+^*_cQN8-Yc^fiIdDxoH1n+Y;Yslio>Z-4V|Alv#O6~qdv|J3rc%7|I z-UWx;3)jf z=UsB|#&@qa>xGhS@gM9PN`_pHe}nZ<{+MJe_LI}|PDlmrLd5Kh@fM4dEBd*#h`q z#&?kT?gZPLFuv;ik2=rP?C+o_+&41*Gxii4!F~!~$hGj^O?am{Vo&)W_RFb=PxD>m z(`_&rCs`!E8JR!(ZNz_!|B*0zrjxJaqm%RvhM^n&^|Zamudm9(miWTDa3J~WS>!yO zhyDWoI;O7nwb=3kJa3TMgPnYsk{3;c`60TGfjitk-+&(;X205+Ho}mRF$(QD&R^h* z&0t-YvFohLs(bz6SLB_IH#H$1r_I_i-xSUM&c!S}j!tua*^(cQaNghk-{ioa z7%S=Ld`(Aoi@uTkVf;sH+3yd-)8w7Tj-72&wZC6=uR(k1JhTtxgVoXgK-b-lr`dN? z>wiFJEJb8TH<~|=)Yhxw9W1n8**AwLeZ1@sE z_!?ETTGg-g@$SKogDZY~B{psO1mtU$3XX+qcudy|%T{FGeqq z;(Hp{0dI4@SiwK$t1PVdW}t;NrZ@baqV`O3Jihbcc*Hq-(($%^)B<*7!^yhBG2e!3 z`gC)0)+O(4`pC}AIgxc!sjjDTwRZn#k@oAg(~*03E$t*^5K?qFR2vycxhY^(p@cZ$EY~ zCwC8g{mHQwN#$aGiLtC!hZ>*Eq;C^#UFevF{|D{-kxhnWSNZjo?R0f_3o@Fqc0 z^isV16wBdkDA{aDBQ`&zPd=5Gz;>v(v?WXKW$wuoSJ#;j#YsLDJKFlfvW!jExzTKS z@h)5Fj7Dq!HRJ`ni=2mgJ>7o3ZK|!?pxSTA%4P79msin0N&lVV+=Kkh=zLx5tadZ#Cxzh1}@D0&^FPhtIdk5Y2?dU(% z-aHfDyNHgZcPIAmNavNt)Li=m$UK*f+0|9=F})^tjg{nfZEM<>;&TfeJ?$^x``5LF zJZr6AZWiiQsoq7e%O$>wE~hixUzlErq6YpP)8M@(<7sv6z3|@a9KKMCvuS8TPF#lX zW$pbdzU)TcWb(|j>9_PX^8YjF{~&)|{yGg$Gy1jX=V(`N(yP#aC!fSJ?g>`~jXX)h z`Xl7@&5lE^Z6|J}T-m2;Jff|$d0#N!2mM0&8|lu_-%9p#+*{2iW!7jixS6Yop*?g?aJy?rei^1VDwzI2D}d3`hRoXd_^>T2&&W`CpEL9FCk zVqFwX)qhu|_LsqnSZ;RZw~y?9lRL&i(hhe1h<8-`f8iJPs^H7K3CvHR8wA@d`L-Lr z;ppj)JMi!G^1FxaHGaAi-j?;A)xoyFG5qn(a>JO*=8=B`9Igwazu;{x54z|ZMSgGl z7rlGlpT4v89Z7$+qGs~Te0p%dSi-&RvXk*+tmHkN zpFw{Z>+UPp?!&##rgLD~81JWIHV4j28>0LO*!#m9)~Uu#x{>~MZT-lz7EQa5f1C3& z;TvY_=nFKvz$mZ6^;lNIvk;E`$-Bw1`ypZ8j`=vPipfr}Y$$g7Rch~H6?~l?td@<_ zztr}Ud1D;iukrn-wh3@<4zoN>yU;VbTD#X3o&)Ah;5><(d2)On*C9?Eta{vgbJ)yA$(I`5T_&Jj-DxbmivD79eW|4g z^BR3wsPz+J{EW>Z?;dKfZWot5@I0*lCu_^@_J`7AJm#M{{=)VtSxeY)oc<5^E#b?X z=;&MZPEDidE0x+aiaaCxR+t_@(^)(&W8&=kG7Cy_1uuXW0?t2Yh(KZ@bb? zw&1@f?2Vh!xGy$_SIn}oPF#tuqvJ02q0W7)EkpMnIfK}@Nba>K4{w-j(@QG8yk)Om z=WUGx{Yl8_?tFBFw&rx*t488a#Hu((`^m8LXWEzljj8;4=jOJ2O?rQ~J%wjHUkzC9 zcSYhO=EYDsaRM20=>MCIt=PQ6)`8tE;A30(GJEYEj1$zMAH>d>OIC;BXuMCLIlx-t z2H5$(NSs^4r(5X%M2x!fW20lfEH0`3f4&s4efUyD+K-{FDL-Apo2;X|8#x(MEXftd z#KJN$Afu*&Hq7KdhEoRtI03N14DBHCT=eIC?C+OUZ*suJ`u7yXoyqbtK?YR%C9sz& z3=6pL2D}3BG{;sF;a3o)5n7%j$f`=@ilTPs?F2>&U_Pqi*OEYYtY5V{ z8p4p-9I?MjxToMY#rrddkJWy^y$YD^CYT2?e8Z~mVxj5D;72**9&Jl)|38p2Ab| zu(}L)x?-!CayNn7PZHye#^X=OF@q$#;#=SOcKTke)b9Ki-_YN|Hh|upVYp5rd`i}H z`adN112RMP-%1j!#^24@{TI5M==hMV2OJNtvwCNIJy zN?Ul6o{odWbl)^!DNVyWxEf{WQnNXb(E4!ZFhMLOOn?<1GW+ zAShu?)>H}QQ?f4K8;G@EDei+-B@MsGF2caw+Ibr`y@`J}GR3akQ7k^e|0n+A__GnN zXSIi4XN(ey5BR6O^Ud)5X@4e6jr^qWB~QS#5B!77Qe*hx3jO=Q{i4C<>L{#W@`KPV zBZI#DW^p)@%%%KcU`Hou+n(H~;eJ$ZFRZ!(a6DI^CqaoypSWX{w1D*}cCI8JZ}vNR zW6_Wqxx&vovFQc=yN$lZXs%<=MCWIbf0FYVb+zxrg|CK$J0HbuVsHgJcF;#pp@@Vx zxwD%Uur=MP(UXV9+PAU7or7?tUMuFi(=~;yE6JM->pU{Ig!dgj ze^A@Ld6^@E zE3f!#vHAxt?U}-#e4~FJUGgkEh06DJzAbrH*wGZnVf>$pcA*%VX~QZdZzZq$@Y`X0 z(ozkYsBJAgCy~EN)tyFsN9wPWGgnpp3ZSm`MTT;BaT%?TkK>6jgfaFyT(@iE%lIyO zR!1Wa`9=B<(>_bv&is+W<}Q5+dn%UsHT?CuJ1p`kd^0oK3jc{>`Y>DmOa40iEncP7 zeEG6*{C?Hn+0$Oi`vx>kOhS9`;d=D7ZLGa{nfwpkf&6%NwU*yW4|JF7+m+m7+3~v- zVN*V+qx%}wN&cn*mgqP&n9z%D%<5BqAv(KcMjS-J8Y-ht}ycT+7evQ$GH|7#o2Fd&U_&8oMEkX{co#o<2-|}j7R~FqExQ)pWgIvtA zm2`+zVPzi1RHn{EQ^+;B6>3niO{021_SIzFuGSbs=||4PmHc7&-Y`bGqglpp0mJ6> zgvov(T;wJ1llPn$@6V3!`06*Zr&m_hm(`qa!Y|{<;m=e&k`G{CDfga-@jbNX@kduS z$ir~eUw$WE_n}z}{y*rxlMSy_YH#(H3+OlBlxkh{h*(-gBoClH7taJVqihGs_g4Bg z!S@rJ`jcHXb}oZ)i>hC-i22d>8`3qnF^Z~a4n}{KC%3c7kt^BTuyusn+?9rUW*nst z!>LAuH_nQI&doRBZf#_2q^>@~)pXW{{>#Z&VIOko33r3l?ebW5e?sSOw)6SI;v)|> z6zC3?E5B7d_2jF)>FO4ICtuW|;(N!d(`8-_Z<57>@s!ot9j*LFb5Bcn#J4zu&QDJTuXZuKL86J~b}- za=EYdI5&Qa&TM*^u9o6sEt4-~r}-jkB4*#xe;M1ahx;e=_wm^cWQ8%C(0!$IR~E_1 zaPPyOBl+P_ZEf()cYZ25^H4Dnh9>0B!Ml_5(q29kayi-*CSxz2i|24Y>MVyZ*M2qo zBDB}})xcTk_vY7;WYoj@h1l$e{wgxUc>Frxx9<@2h)?iC_@#qa^vjOX}r zeDbb%i+)$3`I_RhD@=>EsdZu97oPN&EyVvy7%sPV_-DC0=8i8!7xGt42yZ<{)7j?= zJR4yDrq~<@>n`xG!Jd$FW9ZmP-m16p@8U1-iaW_xqmmQFVqLXo5uQ0}(w_8v<4Vrj zGCiJMecAgMnbsB2O!)WVllx#aezX0IsUXXFnCIf)$9u>dO@=s^?a`_Mc`w_04Sq>$ zza?B^8a3)$DRzDN>oq!N)tgJvJVvMX@Wy*GxZYiHIk+v_jGjLn-;Z`3$9vOZuFbxb z+mSZ4EW9Ze=F9SDxQ=P8-BnDlm9ra(4c%d$$U|&g?8TRr=hc^ksT%G=jF3d&WlQm0j9wP3x@H8yE!4+hc z#$Tj%6zB5Kd*rmGhu=d!M~~8dmNs=WHilBQvsjC)xB25@_Ne7$sH=6_2GD0t%=Tv= zf2SiIlNn8B-(dE)!#kT_IyheqhI#M@+r>XQi?8H;{sl~1uxBlHo8QuN(H%qncIE>) zoSY56m=v#7;g~8!Xr4L)HoZy?i|s{!{t*Rd}|hYZ)2z6xImg$w0|> zxwS!gA^Pd;c4r`wzwtzTJCoC%-K#qe^Z%9T)$3?>wKl%uHvB?nrp8CsiupVE)x5Mh z`n|NPB}r%dJMp}M_Hnp(*7hLXa3wAH;(l$LuyJ?ip%(8>=g+V%6^{l}7j ztysUTPc6tR=4<(tUJd^N+7k9#KcubE&!F$zsypjse_&hAKDn1q)c@70e29(Ra$2Rf zt_ye51AqA2pv4~c-=R5&&&IHG8oBe>^&Q*i&^tk&97)uV@OKRha?&t<=#8G%-X7hS zZ0U)14>nxE#?$#TX4@24o+0aB`VWQYD!y4w-_^DQ#dQre;{-OU@3A=~{|J8*dftVB z-C1{-j-+oLJ~|C%YmUOan++#xf5&gL*|^Vp=vMm!xv^Z6H{oe`IRcJJ^7<9W=G1)s`r0Ql^Ce>Y ztub_dz@@F5TLL^1?h9uEWE%TC^ouU(@#_JBPFPI_nB+i|k!%un)D99lgs}Tk+4o z;b{j~S8dJtIpA32zQ_UachEnC%%9j{+-7Q0^gjQnx8crZHYd=tL2ZeTfvE``Bk_%` zcW=P2e;1LPYERG?=s#u0)@bBsxhc6@i{(N1H>$4s-f_sYNDS8HuZ!uCAK`CXg0GxAyez7&?|$T|bKFrS|`WZw6i0$%#ksTSKMu$sWW;v5U8I{)F6G)A8DBmw4sl zZ3TZ{Ku0^an-@}Jw0sQzU2v!+(I#XMpx1FJC*v?L&s7twW%9fD=2vuopzp&EOT}S7 z@=s$6|D@z6VpB9F^Auw(#;TUnK7feSe^R-rjtY?m%B}JPYAGjvZfmQ{pnZ2k_70s;35Q9m@{2H9iiOQ{~L+ z@Qtmrwikzvjox0-r>^8v$el#jLHc`Y{{(;7nmSgev&ZRJDj%(JqczDn8lEl4kn5Ro zAKr{D+VX`lnHU;g+T|7I{gWv#KDcJoQ0hQv$g_(2}NZLNA(oqEC#YGcw|TPL!< zu!(8eMNIfBR*#}}^moM9LfeD%G?Q2E)kH7BbvqkAsnmR0sy)T|aE_D<>S)w~PIFMS zOMPu_2xBC?A()*co|lt%8l5|`V~jSnF7Kx8Vp|>j#!qnrJ2#+vfHv`up60vn$?aM3 zCLe6K>AzGA#Vy-ZyWC3K<7>~RoR0I+v|-DJ+Gp8sW2+}8Mt>Hcwcjr0kxwJ*4_A9dd6tcxR&Cm?P^MSp(o;?f4jpVdK-w%#k zU|bE|XWH7b|4YY5l6^e=2dHz_H`$@+7O_KJ$mMOi(em0;obc4E+}`;SXx;Y<-#X6= z@>=p2-{zmgKzDgATYETufNr%ax=i1$HsdY!R%A4u54WKs)cy|o!<$!^8$Mxv#YhYo#OCD`4Dr~!T4Oi=dOREZtNQc%VJ~qzhWW3vL*05PS%EULax-V z8Rpk}`^~rswq9wxSyLo8$(z^daxIq2r|@(wKNg+{kGw4cj=pS^*XfO7@;K~$v>6ZK zmxJLRSh%rX8+&u$IJ{DO8zeS{(*7_HWG_F*LEh2mtZ|}UY-&{a&VA|)`m&{XAHk<$ znuK}i8ZzfrYG22VL%p~QZGFAB{>f@W<|(imf6+p=FU7MRdtQQNIlFtqK8 zuEvM1@>MwVMUsQ9=PsJoY=pkk+VTC{BO_+1T zdMeCG*;5tw0v%T!cS09xf!L+?>DsmhYzh93=o`nkC)ax$j+~wO@|cRh?<`$flR>RT7j z73{p0e^+XoO6RBcuc~8f!iqMQU-2C6WQ1$Q@aAjH_Ig-OWNUx@ed@i@&QEpr>Q(wA zjP+z2cSRff6Yzzxyf)11;ybQdds91;hv9lNeSn?4^qpDdCowT!Mknd}JK&N(U*gU5 ztGDTc`izw#({`GE^)oz-Dz2>12Fcq_L-Yg~tW>ftMQ=^7Oek@!!1!`xY1ivDoCUy(PczV>UVVn5iXhgk7} zI+OgMe-4}>$7hmjEfTKX!kQ+3AI|0Kz#oqLs3G`@oy6=a*u^j3gU=3=0~a{o60VHA z)8RSG@rHPsuy-QMdKT#Vw;of69 zo*7i!hhla3-c{0y9Js!_6 zy5&qEpUbWFZ{_?f7Lu?%`i8Ev@ZQ0;%h6vdwzFaH(I}7U_BKUvA#OP!wxPfI%C$eWRW8!Y$XH4aN-Ek9UX-+;$l5PtDn9KfdGe6Yav%bU)h zfUQ6IOW>4;@h})h;GsXi9X{*w{0YZr%bCkytZHjP_EIr<)p3`~s=u9m8=7;;y}#m~ zk#%U8_d-mXp*s*(u`XZ;b)-NOH#Z*D?O2S;f*n_@B|DQf7!Gq_k+5Y4Sb~qwf^ia_ zaqQWS?%Vm&Tv*#*OvhvT4v_=D1z!4$tzss*YC>*~if&|co&5v)jlKLj@&@tagb1Wd&yb*rvFw1;~(ai|v;vaugtIa*Asc+LXz z$?SPeUAh9@Rb;%cU9C#ZEAi>%%CGWZ{z~z0%@+9*%Y}TTbMt2Ss&dj)I~|F6wU|i9 zQdqyWg}+5BpVR-q8gjg& zzFeD2PA@he;Cx5dYiICVd+q90)<}=MjoBOWBOYI8ZO^`b+DDM_AF}EKKeBDYvGskMFSZ(+i%J56C2%Y)ED?4;IorpUqjyy#@}cB zr9D2DZ~qPFSI+aQU$L?0Bv^Omj~(#I-S7fWSo=il;|;Mt6TXea_j9q76R}tnZ{h2X zrYl~@i5iq1&3_&7-lK0m{oYy&e-b7(R-$^cH)H=!VixjzmbP*DryFA<$^8}GefsuC z^C8?%>i^F1ea8Fs71zxCaV;4z$HVFAX3K0%=&ooBwL@(Q_avhWwGHE^H}LeaZKLf` zad@`s`c?kEjc*V1m%zFV&-!foLLSPa=tp&ZZEYccLydbFj$QB{&z{}+s3ZTrsQocA zZnw1|=fj3oU!Fc04z(qEU;E^W`z3fEChL1XGOok(^kffhD{NQcy8+E#V&OP`jqL>; z@-p3_(b|PizQp@4n|Uv}lL6nDi3-!|3~- ztzT>Zf?q#Ie<8oNg|{WY8FSGam72cr7G?Sa8Eg#C0@6_91I8(M_&Yj=tQ8f{;`Ptf zCSTLX8)|Pgrl*i0Mz!ae;v5|V!*DwGK`SScUGZ;;K8*i;^@p+0TWs9FFTSm~J~dz6 zN7hvS2svnsg=e^VYd)F5<`ez8o4?Dg`D2TUF^vBLvO}HkL{7*LV=BZhI#b^xWd2Oo zfn*qi;T}XWLpvD}nZ-}?f#33D;ant-XYgr7oX#M_+!fYeX(#k*M!I&j_6#sP5^tEl ze}!jnavvjembPP7;Vc)zXI$jZqdz=cOQXHIp>~fXHJ*}Xwt83w^UEW2PvYw>#4e1- zCfas}xs+R1!$(iKro26xKVD|v4eH%M{q9GF>&&nYPJX2O5AkUZ_hIw6LW=!SpvBf=`{0jE8r|X{OYO8T`hyEUXd6xFm z`7?(3DgF!b{D`ilf874|johZv-4 z%u9}UhPNBvTnxw7_`1R*hvG~OHlP!4ezrBv{`|3sobV3U2k?C3d_DG@CEvGIw;qRg zAWXk#Uub_I9|Ziz@abOiWgs712shnHqdNPvv1E=c)TFcz{d-r%lH8-|3;! zduiW@T=B`z#Jd>%bUyh*pS5pzZeL7H-*?IRejd*@x{*7ujmr--ie>oopOPAc#e_nPVU3i z+BzxJ%~HM0{}IP2FrI^dwZ_`lnv=)qGe?DM`}8U8oALchw)&N9cy68i1M4pMw&a74 z{0;5X^`B~7G_f~VrSI4t;X~u397o4(&W+`8k2*b+Tx**$gI%u1PrD~OgKa0{y@4Gs zlRt-j4fy8KDKBd4r78NwAW{!&*WdE7R0HB|#Ah2e-$}o*l+H%;1>ZekP8v>@ybISZ z;o70d(cFUPzwjK3_B6C@*!(ptpV4=S>uB*V?vi(Wmp+Kcn69nGHWR<)a6gUrbo(=H zhrro~eB&jF$rz8eH~Th{mXA*r4a=aDal`xni%VWuZ5ylhQ&;t+o z(M@EnuJ*x}k0W~$|6C+rw3hDgCXA}~1L%OKHcr2@e=FF_hu7d41bg2`U)rEwe8QJ0Qgu3QbS$r;w)*8} z8j;l$-SgV5N%On3tuH=D!o|}FY5_&%7Z}ViRYhi7fHPb%{-S%v>ZVA`aabL&7m(|_}C|8q1 z8=_I)!gvoh#|P29RE*?xwl&+AssHD~VQrYm{cvBZ_=vs*)!KWIVaz41$^DV;PxM(2 z)P7C;0$Z-;w?*`|WhY(bGJPA+If*{@ly}0px&0{H>hg4Z?f7zeQ}$xxM7COclmq#7 zs`j57{Phq1o(#_gbZraM`t)|-o9*$4e||e!zDpiw_s)E`)HARjwe>`^Zlk|40rxY` z`Jw36SQ`iV0d##PH=d_MZH~n#Kd-*`39Z)szn=qaH8l045c=O)^crrGGFcyfcORmb z-U>xO+_zLzMNt}EQ9ZP;XT-OK@_+jKK=-2dR<=+@p~|M9=|NW3(0lfpeuS{@|LZph zTMy0F^u8Wj#4oIw)8%YGo9~U!^db=ueP zRk;L_ zeT6eyN@th{_NH%?_NwE}E8dYJzn*vGXt`C`2DeX8zb8PDz5 zF^%locx+=^b9wg&9i8c3CLhfs;hm)DTyw<^u!Lg~DN{B*s>VzrqdDDMkhiz-jW_DT z1~$dkJ;@kR80Pr@sp~$#y(q4~fiFcw5T!;0)Wt>w3kZq`_ufSj6+uz4VsxX%1S}Y% z#u9aDq6mV51yEeYiUkD}1@678`K#D9))32Th#Gr|4cq@SOP)78@0*wBS$213&N<&x z=FIHu{PupJFNVA-pXByc7r$c*e4jP2|t<^w2NMZO9tVtH;p6mlqPU z%SGZ+pD6!=&j#@B4u1{3hS2W`nEJrRH(?K2=nwe?>IRa_5X^MY)cA`rX#>Z3Oe7D}3uKEeEhW;g% zqVMp02ZojGvNbtB!g;g(jU&m3(0<{oQg|oEjKUX<(@Dx-bIp(OQue%@EhYpxe55bN z1JrlM`!aP+@owq*MtoPWjeHsF=V5#*%@I<4Fsx@*>rMNKT{eo=!eU*e`s<3r>48ta zOGEW#fUtKs?6VC%C<=VUP2m|gl{4da#rJjM@0QwXzgxMncFp7#qbI2@d*AQ|NVtb z?>)SlxgYj8Lcm7XqksG#wZ7$uPrEfEOUJ6GW{{31#`SHf$_G)F@k}2P&Z=#*f z7yZ=#!2a?~J`U~YY#~Rb{E-A7HO2RHvY)2k@LFrVXwAc-6W|bE$rNRamGN8AfgL*H z@ps4VWQMOAttRtI?Z%*K#h#mM4}Zw9d5CAe$iz^33Ek&wH;A0EZ1+ihHFpZX@{g`% zyLQUOS6KIp{<*T+8xfwvibKgY#wHJt)8M$3-J0+hzR9C>5uO6S)`RvzfAc2UYtMqM`10h2t82{EXeF)>iwv%R7}9=)BiU(HC9NZ!9Le!FdyG zz0@~%&!5SBcIm`V;wsl~!n#q&v57ub&42aTutt%AK^` z7M>ei??QHG*8|z(W%n~+eip9pwVjOaDg0j1{`dy_5!mKC{L~e{TCv_7tgks(ZZ;Es zkrP(MRnv-%q7@1|`#9RH;3Pc)eBx({o=z`_rp_Y@INR0dth zR>|^#|L+{EUzmfX8{n>0`3me}H9p6f+QL1lxflz--AdUvdzuelqt7Jv3pwgM`pr@H ziM=%8D}iGn?oe07SFlmixZHkAh_oTvbp@eK)c7} zl1o`&v9izcYwI}NZ{RwS|2Q7z`{DU0(KmBrR`sQ}JMkD{Zg`~ga&5ko2eu=-a2~-< z?}^{hXnNLEdsIWe%2M%6$MCz+kh8-6*kS>idwAyrZGTD6Yw?`rdZO|ZVP5F^G8iYL zT~2;09@_!`8pjEEzpMUKzIeW&`b$9J`8l~-eh#^+H+@!+^8&h4@L;=0KP{egz>s@q zQ+&Yo50Pb#lzj`MXNYuX=Z(?atDVTm_1);tY%OQzt?&#!?ZMvHH+Ua}=l71Uln>D6 zIrcc09v`#GX|5l}JLJZP`EjlGqZ}urwNEYn+n(NAssDHXivOxForBNVy6P_;S>RIPlyW8aG>G(hA`m=iPaN*m59_*Ix zt^MWl_cV3e(6c4^{grp3?^JxZjWyLcZwgN?`GHO8FCx=OVl%lbuhfxV>iQgSlBi}5m_%6_P?{2X6^ZUDXIf+|m5 z$hX7cQl8C+_cC+tGhldG8}qlYFDN{dW{;D91Do_vZk?p4f#E2!?Cndoc76k94meOE%+oij-=1PMCUNx6*KW|f=81eL;Q=| zd?!A7x5iiB$S?*aFV$D?&7woJ>wxb`&R055Ws{9yWt(U<{Km*+7d(xFd4rf9f**gR zCERPp#W?cMr|;Y;h#dzMH})#gdZ zTzoH9K2+JhY;ZhX*gAO!%_sPd$Kyx-nblBzEjND~-s{M}C*X#wBu6~v%hCOcjg77O zedv#LHg`!MYY^k&<+tc#=k1hTs{RV?!?_iE{89|)A7N}OZpM3x{Q4@n=6S_Mj+sK_CoRTj ziQ{fE=~aAV+m*Q?;N2O{hl z&8FbnLc5L-p5wlat6fo-Q*S)@3sNB7G0d*4l4DmYB_7)Mh+ig`CtEj$UZt zNdKVC+3wdkdepBs2iq;o!Foa_QlsH@cBtSUvG~@w9g13{Bp*OEq^|k}VtATNSTDcP zu>s5U(_2m`s=w`321|65fv-@$0os?KT>f9y!FCUGu<~5C?pp6lx3F%*rq*MU#rpQc z;_NqKl8(tl@iYmSj%?J{_%qM-GuBaJ^R=OT7i(+pa=zMeuzK@^L=KPS>hPD3%B!61 z?aVuiKYziw=tQ1aOm1BvhdSRmNM7Mbf3+qZ=6WH&k0Sds^SBl(eNA7?ovHusf!7YO zOh6Ol@5-;RB?qd1Q`>;^Qf2Sg*fUO#g>XI!2fxNYYeT2KZ-_wEM9`GiP*z0e+b`M z%Et5LICAx~VwvCh8&i_e%6~++i}O7zeThli6Y#S?tX$}RGcsbhmB)8$a~0h~j(QND zFOAi{pO8NRdn{=Y(VgtnWj3;R$# zZAaN9M!;~awgdQm5sbff|1&?lN5)___yGRr;87pdv#s&2yjL7` zWrG?#@QzQ#cY7FjRQ4Fz7sEY(&TO0CO4snrZ=M(JxreoA=Qq*+Lm%JEvm^gRW6@tv zF0AQeVuh{Jrs`|z`HGAYa{uM(N8tM%c`#&WlD9^TcBcCnZ5zbywn2A1!(4EP^ZnXS zqx%NV=daVTM3>az&u`fsV!+%p9xgs6Ym@1*@=rdEuK!T?j%)cV>?bb5^Y1jhyschq z94n@Yp|NaIyo_We2_iw;$e66hoYUP{T{Bx zZSpA}Y9I4m=%@Ln^w|N9i{ypFwK-GVt1r(*cZ@n1(k|@%Fnh6a^by~k#r7>=owd?$ zY~X4Ii0Q|#Hk5-;y{(<8|_o!`%LzGtAX z0pc?ihC}fmMi==x73+ohM7Aj&x01a#ej(n>3z9WthdE;C2iCna<8c@#!*_1tKZ?t5 z#EAJ@{sH>K>buK|1y`{+Hz0-K$n4;`TGZ7}|6rT5hMnadRS!O}x~^{Tgq<+^k} z&3OzQlbnq?@mK2UorN*~H5j+1^Vw|jI+^|Pd&d3wVtOAs?yLS7@^_}E+*S->hclf| zG2-YO$qcp~qwOYa_h*=z^Q-5Q?ALgR?M#0!yEu;& zgXB*7;uZ66^fj!#$#1Q$N4*NYxy*r!p@_#KT_F~V(uBXl(W*^2UIba$U)_3 zw5{RRcaqJ;#9r!$vdtv64|(x9a{fS0XL9akW4?$EfoJ9*?^y7i$VN}YeX#Zq;ISE+ zi|Mq5`O5|Bc2Iu5vI*>VoBF@iTccNhRgE>HmELENH=KOqZ8jR7W@z-0bTcx~hGzpZ zJ`kgOkIfK^xqLLV^Gl-rpw7MT#rJ(j1Tqo^f2)miHm94o+yvasIjM-jPuAE zCPyt+zPY@$5dU4&eSwd;Q2GtIe}$n1{9VLoYkAK288>Km4u3pL*6nO?H5_z~9)gW- z+0TQ#IT(jOBtiL%}X*L_a)D^E15rbT>AxQ+scS1T+kAO1l5)5BN$@n&~PtKg(qAY({O*FI!Y^BAc~r_U{*3VKWUHhZ(Z_irCCQmRkd2mfdA)>m@tEaAOlc)yir4b>jl;uZL|!2fXd`cM2K zd=EKhiM3wJ=knZc?we|NseapmH;<(w{NZ=_(JpLrjdruiUrqK;?!|D}TOFClhy5=} zJ9_;R&J>>g;c4S+?jPNb=g!(c=K3^c~C zz=v<+oyATseqBSS7ue?`(a2ueEkTa9m(n@(5l;nSpLBTFS+*GLooV5FNc4M0xP2stL zoFC+pe%fq{b~!&xP_Dm+-{h5D*t?FrbCsV>&SEm3bAKzRz))9{x|(o67_ zYqDU!Z{-*LKe`!)QFI7vlDEk33;A>!Ta{?n!2Pk~-9hX1@d07KLBw0LX>#;3GXfl* zCV|(&8=>Mo*LqbJBC(ZB*O6DA;?ZMBd0b{|h4TnVSSq}2ETN4jC_5Lj{xxAI=6^ns zIH31`K9SfN`0#Jrbti^h_pj%yja#-|e|N%wKEtw&{py+3?$=BDHdJf#(U!FPP$bAP z(U3a7;G|hUWjqoqPmhJ;M~4WE-e5KO^ES#~<$>dz`>@bTyqe>&Q>|aP>LG8F!Snea z@se@k=h5%UHh1HBv-^|S;6V5EEO;$p(eN~%c(x30y5eov;c{g=h(H-B`+}q*3 z58jy!c@R9)wG*May5wc`t?R6!;_+MeLzVY*uLs2M^Wm-9H*GZ2B=48XPsZmWvShhx z7Z6?2!S&Uz7W1dbxllW+N#WT$>8$-z{2&IZU9E>|yBM|y$$Gxd7e&a1x44+jk7_d$ zUo)SuD>UPaSXR#2tvCRt2dCG3~!Z+ z-;gRI3@dRvggAy5#5#Oeg*$c>U-h!Pov0n?0O>o_%JEp?MBB@M$@z09|Z4G z^!JDb86h45;}EvpitWb1vp=6rBKLi5ZlX_+e;@ubRXN-7h@%^fi|N6((H-Qr!E>(m zVmXZX$sh3976zFu`QDL{Gab)^$dvVpWyTE3{c&>kAls zcE9`M>9Pl&U&Hzmn}<qfjPy7czCR5-%MR|zvMR=Qy zrDuqt2he_4Bcp5chS^gXOuJKbF0W-dU_%yrwhg zCx)Y~T+626S8w6#sKqnN3P-a>e|rUOUped!_ov|z;n7mrXK2M@_7gQd@lnH#%Q^n0a-lqui6sgJZ5XMxpE)Ht9pZYt!9(eR(Y*5*VWqx zI%lWiLr$`Z*gApCk}rOyzmcefujKbce22c1Zj1Ih=TpV>mUIbEkuQmpxoAHn?>M?P zsp~nsW!rTV!~wgS7i80MxwfJDi)7K6EVhVLmM>-R;xt?iq}fu>l84g15%+oOXq5HF zb$LV2SuKq*ZU3_aZb08*Sxa9;q`Npw2Eu%)7~914-lz{@n-Ev`Huypky+X{rM5l3P zdL3}3Q?+ZTLA^Rps3|5lTadOcF z@xk{Yj>;d!yu6w|&T5CT7G08Y+BWdRtMr-xj~Q;*Es^Y9SAB_&-K*UYA$LXN;XjFt zM)j-2WoY&5Xk+aM&`B&uN1z{#W`qckdxA~M z%f!x?=!|XgDl{9?YZMHf;aQEh9G-24xAL?V9vk4XQ?0*&LHA|55VIDvgeES zpS16W&s10k(ycAqv2`{L-RtZ+x6uqv`*vdHf5^O;4!60cZ}J{qUxhO54}kAmeDEs2 zu)45}KiI$AN&6GwSV)dBpj^zSPr=&@o?h-mR@c(|OUK{bYnNP8%css} z{b4*$j^&Rd>BqidE*0LCls}O*3-+bz-)E0o9nZTKTVc0m@>Z?v^#MM%xSz`9A#>Iom6Pr+BS)y&Tg|j>(td(h`?_Abpeu zZJ_9gLIfvMNkg#0{FLVnr+?0LvuOy7~ z9qA>`qPyvQ8(r4wpZ#5vUf#l1KS1%V_;}En%_4m#9Vt#Oq4Vb?U*TSP*%$3{=X23@ z(srEkiQ12BtbXYjUqUl>&W_ja9ocfAw);UZ-ik@u>x-p)l{ZDxT)REQ@++?8lMq9> zT$sI#R_-b3Q2fLi!LHh6_t#c`1Eg%nFE7ZC;y*hY?G!6e2jMeGyXLj#P-6E;I(>)V z(_~pY$X})Fk=n~)VHG8trEMPv?8S!8$B}tH+OQ&YAX>3seyN@Qmfi^y+3_Lbkd4Fq zxa_a4H=A~L{u$p#<<#M@bc1&^J@-+*h4Myvt4p4C-3K2lJITiI)VS8yOSa6K^Yner zo!IbXKGUz#!^P-Y*kb+*vG(hAu^OAJ#CPGrKgEZ9cq(3t9p95{P9FASmsjAo89KI( z2E(dv=cmEWo^e;YeofX|z707$%;7{{w5vm0gndWF(d0da?o~RE63?OUpP;M<-~F(% zdaD}shJP|!4%KF7ei38oqxHr%$M4B7)`Yj&#aMKY;JG=Ohu2rTJ;G{WcuSo%!#8TI zzKk25L87^}R&2G~lkS@o-b0v+yxt*7!3e~aXTUnn~ToqUmqt$Z)#&(PtW8gGZSd(5+K z>zXRAlc(4#rq4>{|6rG+*l3RH)iBUA`q&X{wNzg+W`xzeuWPaa!lACl;~Mu-90~=#-Fl8Yuu*e3~73>Im}?_=Ck(4B)+AMCzP_Qr^y}vOOELu za!lAYlTWvrr~fCutQLQV`!CsSqLo58!tRJ_H{}{*+u@|Nf%_wvw`L4DyWnTtH;e4n;|$Nx^N(%++5#Aa4fBYi2Xo<_U#N94Yhb{{}| zOMUfrBpJ$9C+Q!*skagakJY|(2w!CSg!{N1P0e|uA6>IwSZ~aqX7hP8H?CzHv067+ zU(wzvnw@Zuu7Nx$3~wiD2ga^BvXn(Ohgwi-<)uZ!|*r8NSytI?M3$2lIt)5wx`s<8_N z-P?H1L3f+B3+c5FJ)T6ry*6vuej-d)!Ss%CLBGtxL62+-UcYdJI5-QBYsASl=w3%} z6}zYtd3eNfRk{ayc{=|}Y@Cj#e3hQXFLSm3gzW9`fiw9W)}Lyu0h5V7DahFbuN%>c zpYlm>7X9^r{6_wG!JO1vw)_~ev1p*(twAp+POb#?R$h=%2^uHRprL(HpY~j#cPV=YI6FLR*eUbD-l`LtecAzaRN*H*LGR-i6KT`2_E1mHzX*HpkZ6waiu%w0R$$F(R#Fzo#7U=~I`( zvo)H#T{l;^6`QeZsw~}_yz|)vZE=p6n>nLrV+;;k)AI$ub!0t&kFs30mF*sQSlL7-sOw?$sQ#; z9UwRFA%BlY8OGmfBu&HdaT!aVj4v5%3@nT(MHKx?U2Dg){PiOwpR3mK|~v zntwfar-wnk1gbgEG_u=mcwbRezt${wL$|r|j{5#1+8h6(bL;&Qm4@#&R%1uHcAa0t zDt+1Bc-5uRuAGMIc{IAC!PlTW?cXgdSw9Y<}XMr+2>zz#Yo9iMX-;bTTX){uJBmJDCA4Jc$ zXm4PH9n|;Iejf)+*$wo+$hBOOp3}g8+P#YAG5RhczbRjhhIO1+*i4&cFh5({b42w# zzrhK|_37PPkR~1t3NA>dfZbYHOd@gX#~eqtS~Suy?J|<%#;2F3_c+ z=T6mM;i=g5`Og}2+jUFI(SH9vXa7F;oW1_syrS|GI12#3;P71-eTCrOSRk1s7E^%! zoHKWapq5dN*HK?!@ULqO7?hWo@@Ju0N?8F`yrcaU9NdaF<8|KN4b`7x$Y(L!{8^MUM}Hz3bm3=O`9|>mUip+duS?NLDe0#T zwo5fsi^+x8P~`%&9o)a6ZVNWa>#CpjIgYnTWY!}SC!V>fncwzA} zKcvAQ*=2`z^dAIsTlY=L+JHXe9VXxLE_6N)uC)f4sW5iN?=0;vhjFGl9j!Q<9ZVj= zcFgQwwbdVmPLILo0&*=_rWe8^v1Qvj3OYT5<}I|}qPd(d{E{vrdoM})A~syk-fOfu zU6j_a+0XQvf;W4o3)%G~Jg!0iCd^CKIp=qgWzY+Yyy-#{lwow-O`QpMct|Zia6S=^ z-@`wRJ_pdjV4Pg5e5+d9uEgra?6bW#5=z_yp7sXWm29X7WhS)AGQ3-8TN;#4A*(R3 zy;WPi_(*?&ZaU1}VeI9+0-im|xlxhQ2q zKJI#+J~ABEpR{Sq?qkJCdp39y-4+reUnQ3~_Qc!35gxI_B5Br^{0N`j*kll`4H_A7T>DQk4WlFAJogK*)brpY-E}f-EC^ZT7~o;mQBJBnTzZ2 zTSGm(%C)?G2`hV4N_i=Nk7_x-ADJ9<*Y*HMAv#$%U5H)=3m>(}-oX2HG#{%!mh4C- zTIs$X&vP66AZ;D4vH^~7cxeMNSI|jM4@+cGgLV(1^*CJY#9L^?Bqh}gil-d^#Qzqu zj&ioFkg{1Zj>oUScT?DA(O>2(=F|B^Wx;mah_YU=&!%e`c$2YItyw8da_brLskIIa%MJZ*2_J zJ7Z<#kqtH&kpBjG{GI-Szx0?QrWYRhBk=FXHb$Z3X7t09={4o<_CTwT8 zKVQ3H{IdxC2k35vM+T@i%xvg>Fq?jiW=LJNWS#1D#s12#f}st4C%Jxvt-6tQG2Mpa zGfDgB#OGbkvQc(DyNSW#JN5HnULyM(LVjO5UhjUK#{scjEddU}rv;wuUv5a}oylW| zVh{AI(D!iGPtw+|*)ZFVFaK1#PS-o=*hn{-G%W8F&wJeXfc$sp*UhNKSNZwkXQX?y zvA$Q-IFH8X1~T|Ji}j^Wbd@nuel6h+Kg5{Y zMJu#J>9Z+}N0^FVtv<|G^virD+WYutc*FWxW;axFh{@N~{VQ?Zop)unY|wwnGPW_djH0($Vs&j4{hGBeb`A(nW`$!|^+D{q^7Nm0 zXDHOqDcg%juAyZ?^W#~vPLF$m=v0rN0=cY{_eXOBxE^3)V^{U_p=NmXud6jO z9xWm!@!?*k5Vul|*@QBz% zRE3`iBqvkZ{3v`zEXnW~P;YxH8A}|?YJKt;%}o0Jy`h@u$MwpWqj|+~nf62vyyQqdq{M@nnBM6_+V5rz|CE`VGrz5@(Ua;2u}fFD!h)WxSu~@IC{0SXF}8&* zZ>0>Fy$YAapS;aI!$Sm$wgPWa5S<8vh1SAcBJ_}SAv}mDp zALZ-#b%vq0o+mrT_bCsUWtlK?<$q+Op#Q~Uats`NUWloTtRiHfW%TOoJQt23_yk_R z)aDa5_@uu21J#LGFDKx282Yco=fm{6uCDq-OdJ-jM$viBATP%FYAX*e|HSWP^&Z5^ zwjO5YD&GkP*)1RA*w%f>PO?qDnq69m(S7l}42GTAVxjGXP2pN3CfF~#tajZz^hWZZ zhp!*nZfs#b7H_5f(PFTT_TRCE7*2O;s6KBRZAZ^7$?)(W7Cx%Q)B}{UWB3VMEXK2Y zf}LD1saZeE^bc9)FW7A+td0hEcWlq%%6_1Z6$T^0dT*U7(IWQ--t3>Cb@IHaTi6%y zU$Tt9e%mrif)#Ieyhw}Nd3`GOdPq5(2d`y?3$a?P?mU*^t^DkU>c_+JF|=CbelBgh zEBlB?+p*YX^_E>cZH+Z!zlL{corE!@6U$g`ER1LIetMQAs_b69a%ZsbLOX$13lVrF zD}1m1BE9VtY7P}`Kak(a^|7oofXpB9yB^jx%IA>LU-|a1{_Gs#vt4bJ)z(+9xRbE- z<%utyq&E)cLGzIGUf6zyQ9_RUh?doZ{6NnEtyWoZwdODWa<@}aVD9KKTl>$*(yZn_jJ3c&eD(GAI8uxxMU<-Zwx!V%U5bW z{m|hvm|w@^CiQwvJ{Zr_R#YEh2(Pxn!gA=fjcnqEA@}j`|67A53`D-;7dR*OXZDymnoZmd^mxl={7}8n%{}@|+#{X|? za}b>S(`_#L!}OxbFueoA&HOY67 zM_Xk!5{Hl2g+H1VHui-Lw9%1pFVs6NOXq9(b{ee0J->x~*|XRSwo&jr$VMBH)dL;5 zxvUjpE!tF@mfAlNJ2(RpmZe+c$+^hQJU_AQZMV~_E$a>P*(@WVJhJDfTmt{S# zjl_`G(dk~=EpR`Z{_hPkPc;%vWrJRL*B1zW6n5A)fYee;oPq8oZd`fAJGHhS9U?L~|LYTko^Tlp3#jS?fEHu1$5W3HKbtK(x#Z%8uc7ZL!=N3-{4KRzeq_^{u27lrc-?RySUMS^01fZw(Rz0-wXBX8`)wv`1mDkT`hltv624s$(&2)x%h?5dmKH! zAoJmeZB&C{te$c9UQu{4UtW;-DFvIbZ7~(E1?28Y$6JNhi`t&9jhTA!V14zeifY5) z3emhm4{oLHk!Z}yi73|LBp3>Yov%CgO6OC*YV8T#+Q?L>xMex z1iqiE7hTEh!j=&bo%2=Tf64lCULwy#%kVP$4;T`v#%I81bt?+98+^0zB5r&6V3H{7 z3@>lTKN{DJWo28qJ34+xPJ0;WRa!*~GuL8MPer-webcam background effect (TASK 51). makes everything +/// outside the person transparent so the layers below show through; +/// blurs the background behind the person. +public enum BackgroundEffect +{ + None, + Remove, + Blur, +} diff --git a/Models/index.md b/Models/index.md index 4bacf08..a22d217 100644 --- a/Models/index.md +++ b/Models/index.md @@ -11,6 +11,7 @@ Plain data types. No logic beyond what a property can carry. See | `SceneElement.cs` | Base for anything placeable in a scene: shared layout/clip/mirror/border surface, `virtual IsWebcam`/`virtual IsImageSource`/`virtual IsZoomLayer` (TASK 52); `ToggleClipShape` + persisted `RectWidth`/`RectHeight` (pre-Round rect so round→rect restores after reload) | | `ZoomSceneElement.cs` | **Transient zoom box (TASK 52, creator-corrected 2026-10-08):** carries the box rect AND the anchored `CaptureX`/`CaptureY` (the fixed box/2 capture window set on `ActivateZoom`; moving the box never touches it). `IsZoomActive` flips `Kind` Static→Dynamic (leaves the baked base while active); never persisted (LayoutStore save skips non-Source/non-WebcamSceneConfig rows), never shown in the layers list or the element template (`IsZoomLayer` gates both). The compositor SKIPS the active element in every layer loop and draws its 2x content LAST (layer n+1) via `ZoomMagnifier`. | | `Webcam.cs` | Singleton webcam identity: `Id`, `DeviceId`, `Name` (one row app-wide) | +| `BackgroundEffect.cs` | **TASK 51:** per-webcam background effect enum `None` / `Remove` / `Blur` (not yet on `WebcamSceneConfig` — config + persistence is slice 3) | | `WebcamSceneConfig.cs` | Per-scene webcam placement (subclass of `SceneElement`): geometry + `IsVisible` + border (`BorderColor`/`BorderOpacity`/`BorderWidth`/`BorderAnimation`) + `VideoImageSource`; `WebcamId` links to `Webcam` | | `QualityOption.cs` | Resolution tier record `(Display, Fps, Bitrate, Width, Height)`; `Label` formats as `1080p60 (8Mbps)` — drives the bottom-bar dropdown and the output-rect math | | `StreamConfig.cs` | `StreamConfig` (note: `TargetBitrate`/`Resolution` defaults are stale — not yet wired to the dropdown), `StreamHealth` (bitrate/FPS/dropped/duration), `StreamStatus` enum | diff --git a/MyMistakes.md b/MyMistakes.md index a6073ca..054f24a 100644 --- a/MyMistakes.md +++ b/MyMistakes.md @@ -15,6 +15,22 @@ ## 🔬 Recipes registry +### CONVERTING A MEDIAPIPE .tflite (WITH CUSTOM OPS) TO ONNX — AND PROVING IT (RECIPE, TASK 51) + +**Problem:** MediaPipe segmentation models end in the custom op `Convolution2DTransposeBias`; +tf2onnx and tflite2onnx refuse it. **Recipe:** `tools/selfie-seg/convert_tflite_to_onnx.py` — +parse the flatbuffer with the `tflite` pip package, emit ONNX with `onnx.helper`, transpose +NHWC→NCHW once at input/output, fold every `DEQUANTIZE` (fp16 weights) into fp32 initializers. +Weight layouts: CONV OHWI→OIHW; DEPTHWISE [1,H,W,C]→[C,1,H,W] with `group=C`; transpose-conv +[O,H,W,I]→[I,O,H,W]. TF `SAME` padding = ONNX `auto_pad=SAME_UPPER`. +- ⚠️ **Enum trap:** the custom op's options are the C-API `TfLiteTransposeConvParams`, whose + `padding` uses `TfLitePadding` (Unknown=0, **SAME=1**, VALID=2) — NOT the flatbuffer `Padding` + enum (SAME=0). Comparing against `Padding.SAME` rejects the real model. +- **Proof, not hope:** `pip install mediapipe` ships the TFLite runtime WITH the custom op. Feed + an image already at the model's exact input size (no resampling on either side) to MediaPipe's + `ImageSegmenter` and to onnxruntime; compare masks (`verify_against_mediapipe.py`, exit 0 at + max |diff| < 1e-3 — we got 5e-5). Work in a throwaway venv under `/tmp/opencode/`. + ### ⛔ NEVER PRINT CREDENTIALS.md — NOT EVEN "FILTERED" (2026-10-09 incident) **What happened:** to look for an API key, a `sed -n '1,40p' CREDENTIALS.md` piped through a diff --git a/Services/BackgroundEffects/BackgroundEffectProcessor.cs b/Services/BackgroundEffects/BackgroundEffectProcessor.cs new file mode 100644 index 0000000..b026ac5 --- /dev/null +++ b/Services/BackgroundEffects/BackgroundEffectProcessor.cs @@ -0,0 +1,106 @@ +using ytLive.Helpers; +using ytLive.Models; + +namespace ytLive.Services.BackgroundEffects; + +///

+/// Applies a webcam's to one captured frame (TASK 51). +/// Pure pixel work over the seam — WPF-free and thread-agnostic, +/// so the camera worker thread can call it before the frame reaches the preview bitmap +/// and the compositor. +/// +/// +/// returns the SAME frame instance — a true +/// passthrough, no copy. +/// returns a copy whose alpha is the person +/// mask (bilinear-upscaled), RGB untouched, IsOpaque = false — the compositor's +/// straight-alpha blend then shows the layers below the webcam. +/// is the next slice; until it lands it passes +/// through. +/// +/// +/// A segmenter that returns no mask (or throws) never drops the layer: the frame passes +/// through and the failure is logged once. +/// +public sealed class BackgroundEffectProcessor +{ + private readonly IPersonSegmenter _segmenter; + private bool _loggedFailure; + + public BackgroundEffectProcessor(IPersonSegmenter segmenter) + { + _segmenter = segmenter; + } + + public VideoFrame Apply(VideoFrame frame, BackgroundEffect effect) + { + if (effect != BackgroundEffect.Remove) return frame; + + SegmentationMask? mask; + try + { + mask = _segmenter.Segment(frame); + } + catch (Exception ex) + { + LogFailureOnce($"{ex.GetType().Name}: {ex.Message}"); + return frame; + } + + if (mask == null || mask.Values.Length < mask.Width * mask.Height || mask.Width < 1 || mask.Height < 1) + { + LogFailureOnce("segmenter returned no usable mask"); + return frame; + } + + return ApplyRemove(frame, mask); + } + + internal static VideoFrame ApplyRemove(VideoFrame frame, SegmentationMask mask) + { + var src = frame.BgraPixels; + var dst = new byte[src.Length]; + Buffer.BlockCopy(src, 0, dst, 0, src.Length); + + var w = frame.Width; + var h = frame.Height; + var stride = frame.Stride; + for (var y = 0; y < h; y++) + { + var my = (y + 0.5f) * mask.Height / h - 0.5f; + var row = y * stride; + for (var x = 0; x < w; x++) + { + var mx = (x + 0.5f) * mask.Width / w - 0.5f; + var a = SampleBilinear(mask, mx, my); + var alpha = (int)(a * src[row + x * 4 + 3] + 0.5f); + dst[row + x * 4 + 3] = (byte)Math.Clamp(alpha, 0, 255); + } + } + + return new VideoFrame(w, h, dst) { Epoch = frame.Epoch, IsOpaque = false }; + } + + private static float SampleBilinear(SegmentationMask mask, float x, float y) + { + var x0 = (int)MathF.Floor(x); + var y0 = (int)MathF.Floor(y); + var fx = x - x0; + var fy = y - y0; + var x1 = Math.Clamp(x0 + 1, 0, mask.Width - 1); + var y1 = Math.Clamp(y0 + 1, 0, mask.Height - 1); + x0 = Math.Clamp(x0, 0, mask.Width - 1); + y0 = Math.Clamp(y0, 0, mask.Height - 1); + var v = mask.Values; + var top = v[y0 * mask.Width + x0] * (1 - fx) + v[y0 * mask.Width + x1] * fx; + var bottom = v[y1 * mask.Width + x0] * (1 - fx) + v[y1 * mask.Width + x1] * fx; + return Math.Clamp(top * (1 - fy) + bottom * fy, 0f, 1f); + } + + private void LogFailureOnce(string reason) + { + if (_loggedFailure) return; + _loggedFailure = true; + AppLog.Write($"BackgroundEffectProcessor: passing webcam through — {reason}"); + } +} diff --git a/Services/BackgroundEffects/IPersonSegmenter.cs b/Services/BackgroundEffects/IPersonSegmenter.cs new file mode 100644 index 0000000..c65cddb --- /dev/null +++ b/Services/BackgroundEffects/IPersonSegmenter.cs @@ -0,0 +1,13 @@ +namespace ytLive.Services.BackgroundEffects; + +/// A person-probability mask at the segmenter's own resolution: row-major, +/// one value per pixel, 0 = background, 1 = person. +public sealed record SegmentationMask(int Width, int Height, float[] Values); + +/// Seam over the person-segmentation model (TASK 51) so tests inject a fake and +/// never run real inference. Returns null when no mask can be produced; callers then pass +/// the frame through untouched. +public interface IPersonSegmenter +{ + SegmentationMask? Segment(VideoFrame frame); +} diff --git a/Services/BackgroundEffects/OnnxPersonSegmenter.cs b/Services/BackgroundEffects/OnnxPersonSegmenter.cs new file mode 100644 index 0000000..890f81f --- /dev/null +++ b/Services/BackgroundEffects/OnnxPersonSegmenter.cs @@ -0,0 +1,107 @@ +using System.IO; +using Microsoft.ML.OnnxRuntime; +using ytLive.Helpers; + +namespace ytLive.Services.BackgroundEffects; + +/// +/// The default : Google's MediaPipe Selfie Segmenter +/// (landscape, Apache-2.0) converted to ONNX by tools/selfie-seg/ and shipped as an +/// embedded resource — nothing is downloaded at runtime and no GPU is required. +/// +/// Contract: input [1,144,256,3] RGB in [0,1] (NHWC), output [1,144,256,1] person +/// probability. The whole frame is resampled to 256×144 (stretched, not cropped), so the +/// mask maps back to the frame by normalized coordinates. +/// +/// Never throws from : a model that fails to load or run logs once +/// and returns null, and the caller passes the webcam frame through. +/// +public sealed class OnnxPersonSegmenter : IPersonSegmenter, IDisposable +{ + public const int ModelWidth = 256; + public const int ModelHeight = 144; + internal const string ModelResourceName = "ytLive.Assets.Models.selfie_segmenter_landscape.onnx"; + + private static readonly long[] InputShape = { 1, ModelHeight, ModelWidth, 3 }; + + private readonly object _gate = new(); + private readonly float[] _input = new float[ModelWidth * ModelHeight * 3]; + private readonly RunOptions _runOptions = new(); + private InferenceSession? _session; + private bool _failed; + private bool _disposed; + + public SegmentationMask? Segment(VideoFrame frame) + { + lock (_gate) + { + if (_failed || _disposed) return null; + try + { + _session ??= CreateSession(); + FillInput(frame, _input); + using var input = OrtValue.CreateTensorValueFromMemory(_input, InputShape); + using var outputs = _session.Run(_runOptions, new[] { "input" }, new[] { input }, new[] { "mask" }); + var mask = outputs[0].GetTensorDataAsSpan().ToArray(); + return new SegmentationMask(ModelWidth, ModelHeight, mask); + } + catch (Exception ex) + { + _failed = true; + AppLog.Write($"OnnxPersonSegmenter: background effects disabled — {ex.GetType().Name}: {ex.Message}"); + return null; + } + } + } + + public void Dispose() + { + lock (_gate) + { + _disposed = true; + _session?.Dispose(); + _session = null; + _runOptions.Dispose(); + } + } + + private static InferenceSession CreateSession() + { + using var stream = typeof(OnnxPersonSegmenter).Assembly.GetManifestResourceStream(ModelResourceName) + ?? throw new InvalidOperationException($"embedded model '{ModelResourceName}' is missing"); + using var buffer = new MemoryStream(); + stream.CopyTo(buffer); + // Two intra-op threads: the model is tiny, and the webcam must not starve the + // compositor/encoder threads (obs-backgroundremoval reports 2 as the sweet spot). + using var options = new SessionOptions + { + IntraOpNumThreads = 2, + InterOpNumThreads = 1, + GraphOptimizationLevel = GraphOptimizationLevel.ORT_ENABLE_ALL, + }; + return new InferenceSession(buffer.ToArray(), options); + } + + /// BGRA frame → model input: nearest-sample stretch to 256×144, RGB order, + /// values /255. Nearest is enough — the model input is ~5× smaller than a 720p frame + /// and the mask is the only thing that comes back. + internal static void FillInput(VideoFrame frame, float[] input) + { + var src = frame.BgraPixels; + var stride = frame.Stride; + var o = 0; + for (var y = 0; y < ModelHeight; y++) + { + var sy = Math.Min(frame.Height - 1, (int)((y + 0.5) * frame.Height / ModelHeight)); + var row = sy * stride; + for (var x = 0; x < ModelWidth; x++) + { + var sx = Math.Min(frame.Width - 1, (int)((x + 0.5) * frame.Width / ModelWidth)); + var p = row + sx * 4; + input[o++] = src[p + 2] / 255f; + input[o++] = src[p + 1] / 255f; + input[o++] = src[p] / 255f; + } + } + } +} diff --git a/Services/index.md b/Services/index.md index a4882a5..d9d92dc 100644 --- a/Services/index.md +++ b/Services/index.md @@ -16,6 +16,9 @@ External-facing logic: YouTube API, persistence. See | `AlertClipDecoder.cs` | **Per-play alert video decoder (TASK 47):** `IAlertClipDecoder` (Start/Stop/Dispose + `FrameAvailable`/`AudioReady`/`Completed`) + ffmpeg child emitting `rawvideo bgra` (`-vf scale=W:H`, read via `RawVideoFrameReader`) and `f32le -ar 48000 -ac 2` on a **carry-buffer** audio loop (float boundary straddles never drop samples), both real-time paced; bgra is opaque (layer owns alpha). One-shot lifetime — created per alert, disposed at drain; tests inject a fake | | `LayoutStore.cs` | SQLite persistence (`Microsoft.Data.Sqlite`) at `%APPDATA%\ytLlive\ytLlive.db`; assets stored as BLOBs keyed by SHA-256 content hash; save/open layout files; schema `user_version` 10 (`Source.ClipShape`/`IsMirrored` via `ALTER TABLE` for pre-v2 DBs; v3 = singleton `Webcam` + per-scene `WebcamSceneConfig`, migrated idempotently **without backfill** — the stale `Source.DeviceId` column remains but is no longer read/written; v4 = `WebcamSceneConfig.RectWidth`/`RectHeight`, the pre-Round rect for the round-to-rect restore; v5 = `Source.IsBackdrop` + `Source.CaptureKey`, the live-capture backdrop; v6 = `Scene.HasBackdrop` — Live-only policy, one-time backfill turns Starting/BRB/Chat/Ending off + drops their backdrop sources; v9→v10 (TASK 39) = `YppSnapshot` history table; all later columns stay additive guarded ALTERs — TASK 47 adds the five alert `Source` columns (`AlertVideoAssetId`/`AlertVideoPath`/`AlertUseDefaultVideo`/`AlertShowTicker`/`AlertVideoVolume`) without a version bump; `MainViewModel.NormalizeBackgrounds` re-normalizes on every load — TASK 25: one locked "Background" per canonical screen (static art everywhere, DisplayCapture on Live), duplicates dropped, index 0, orphaned `BackgroundUseDefault_*`/`BackgroundPath_*` Settings keys purged at save). Settings key/value table holds app state: `MicSourceName`, `ReusableStream` (TASK 9 — the cached reusable stream's id/address/name so the pump has its RTMP URL at startup), `AlertDefaultVideoAssetId` (TASK 47 — the stamped built-in alert clip's asset row; save's prune exempts it via UNION) | | `VideoFrame.cs` | Normalized CPU frame seam (`Width`/`Height`/tightly-packed BGRA `byte[]`) — the only pixel type the rest of the app knows about; future capture sources (screen, background-removed webcam) feed the same seam | +| `BackgroundEffects/IPersonSegmenter.cs` | **TASK 51 seam:** `Segment(VideoFrame) → SegmentationMask?` (`SegmentationMask(Width, Height, float[] Values)`, 0 = background, 1 = person); null = no mask → caller passes through. Tests inject fakes | +| `BackgroundEffects/OnnxPersonSegmenter.cs` | **TASK 51 default segmenter:** MediaPipe Selfie Segmenter (landscape, Apache-2.0) as an embedded ONNX resource, run by onnxruntime on the CPU (2 intra-op threads); frame stretched to 256×144 RGB/255 NHWC; lazy session; never throws (fail → log once, null forever) | +| `BackgroundEffects/BackgroundEffectProcessor.cs` | **TASK 51 pure pixel stage:** `Apply(frame, BackgroundEffect)` — None = same instance, Remove = copy with alpha = bilinear mask × source alpha (`IsOpaque=false`), Blur = passthrough until slice 2; no mask/exception → passthrough + one log. Not wired into the camera path yet | | `CameraDeviceInfo.cs` | `(Id, DisplayName)` for a physical capture device | | `ICameraEnumerator.cs` | `GetCamerasAsync()` — seam so the picker/`CameraManager` never touch WinRT (tests inject fakes) | | `ICameraFrameSource.cs` | `StartAsync`/`StopAsync`/`FrameAvailable(VideoFrame)` + **`SourceFailed(string)`** — seam for a running capture source (tests inject fakes) | diff --git a/TASKS.md b/TASKS.md index bdb96e5..0071efc 100644 --- a/TASKS.md +++ b/TASKS.md @@ -66,7 +66,7 @@ | 48 | Distribution & packaging: **MSIX + Store IAP** | 🔶 In progress — **✅ route decided 2026-09-27 (Store MSIX + Store IAP)**; **item 1 (bundle ffmpeg) SHIPPED 2026-09-28** | [`TASKS/task-48-distribution-msix.md`](TASKS/task-48-distribution-msix.md) | | 49 | Chat profanity filter (local, opt-in, non-persistent, user word list) | ☐ Queued (2026-09-27) | [`TASKS/task-49-chat-profanity-filter.md`](TASKS/task-49-chat-profanity-filter.md) | | 50 | One-button "Publish this video" (resumable upload of the local recording) | ☐ Queued (2026-09-28) | [`TASKS/task-50-publish-recording.md`](TASKS/task-50-publish-recording.md) | -| 51 | **Webcam background effects: Remove + Blur** | ☐ **v1 requirement** — booked 2026-10-08; next up now that the zoom box shipped (TASK 52) | [`TASKS/task-51-webcam-bg-effects.md`](TASKS/task-51-webcam-bg-effects.md) | +| 51 | **Webcam background effects: Remove + Blur** | 🔶 **v1 requirement — in progress**: slice 1 engine shipped 2026-10-09 (bundled MediaPipe Selfie Segmenter → ONNX, verified vs Google's runtime; Remove); next: Blur → config → camera hookup → UI | [`TASKS/task-51-webcam-bg-effects.md`](TASKS/task-51-webcam-bg-effects.md) | | 52 | **Zoom box (anchored 2× magnifier)** | ✅ Done — shipped 2026-10-08 (3 creator corrections during the build: loupe → anchored capture over the full composite, drawn last → never shows the dim shading) | [`TASKS/task-52-zoom-box.md`](TASKS/task-52-zoom-box.md) | | 53 | **Output-format verification: Shorts/TikTok geometry (9:16)** | ☐ Queued (2026-10-08) — output formats never tested end-to-end; pin + prove the vertical geometry | [`TASKS/task-53-output-formats.md`](TASKS/task-53-output-formats.md) | | 54 | **Marcom round: free-forever positioning + merch storefront** | 🔶 In progress — llamacasty.com copy live 2026-10-08 (pricing stripped); merch POD + app About links queued | [`TASKS/task-54-marcom-free-merch.md`](TASKS/task-54-marcom-free-merch.md) | diff --git a/TASKS/task-51-webcam-bg-effects.md b/TASKS/task-51-webcam-bg-effects.md index a0d9efa..199ebf0 100644 --- a/TASKS/task-51-webcam-bg-effects.md +++ b/TASKS/task-51-webcam-bg-effects.md @@ -4,7 +4,8 @@ > **Booked 2026-10-08 by creator ruling** — *"we're doing the bg removal and blur for v1 - book it, Danno"*. > This **reverses** the 2026-10-05 "background removal: out of product" exclusion (TASK 3 item 19). -**Status:** ☐ Booked — **v1 requirement**. Queued behind the zoom build (current in-flight work unit). +**Status:** 🔶 In progress — **slice 1 (engine: bundled model + runner + Remove) shipped 2026-10-09**. +Next: slice 2 (Blur), then config + persistence, then the camera-path hookup + UI. **Goal:** per-webcam **Background Remove** and **Background Blur** on the live webcam layer, selected per element in its properties panel, composited into stream + recording like any @@ -34,7 +35,8 @@ delivery shape changed: same posture as the ffmpeg bundling in TASK 48 item 1.) 2. **No hardware requirement.** CPU path must work; DirectML is an optional accelerator. 3. **Per-element (Meld-style), not global.** Each webcam element carries its own effect. -4. **No feature gating.** Works for free users; only the branding flash is paid. +4. **No feature gating.** Everything is free (free-forever ruling 2026-10-08, TASK 54 — the old + "only the branding flash is paid" line here was superseded). 5. **Scene change / webcam add/remove must not crash or stall the pump** — a failing model run skips to passthrough, never drops the layer. @@ -44,17 +46,21 @@ delivery shape changed: - ❌ **Super resolution / denoise / prettify passes** - ❌ **Virtual camera output** — permanently out of product (no vcam) -## 1. ☐ Engine +## 1. Engine -- ☐ Bundle an ONNX person-segmentation model (MediaPipe Selfie-Segmentation class, ~2–5 MB) - into the app (csproj copy like `ffmpeg/`, or as an `Asset`). Verify license + THIRD-PARTY - notices (TASK 36 item 6 gate). -- ☐ `onnxruntime` via NuGet. CPU EP by default; optionally DirectML EP later. Failing EP - init → passthrough, log once, never throw from the pump. -- ☐ Blur = **separable in-app blur** (box/gaussian) over the masked background region. No - model needed for blur once the mask exists. -- ☐ Remove = **alpha 0 outside the person region.** The compositor already alpha-blends per - element (`SceneCompositor`, source-over) — no compositor change expected. +- ✅ **Model bundled (slice 1, 2026-10-09):** Google's official MediaPipe Selfie Segmenter + **landscape** (144×256, Apache-2.0 per the model card — license + changes recorded in + THIRD-PARTY-NOTICES item 12). Converted to ONNX by `tools/selfie-seg/convert_tflite_to_onnx.py` + (custom op `Convolution2DTransposeBias` → `ConvTranspose`); verified against MediaPipe's own + runtime by `tools/selfie-seg/verify_against_mediapipe.py` (max |diff| 5e-5). 430 KB, + `EmbeddedResource` in the exe. Rejected sources: PINTO #109 (ML Kit-extracted, unclear license), + obs-backgroundremoval code (GPL-3.0) — referenced for approach only (ONNX Runtime, CPU, 2 threads). +- ✅ `Microsoft.ML.OnnxRuntime` 1.31.0, CPU EP (`OnnxPersonSegmenter`). Failing load/run → + logs once, returns null, caller passes through. DirectML still optional/later. +- ☐ Blur = **separable in-app blur** (box/gaussian) over the masked background region — slice 2. +- ✅ Remove = alpha = mask outside the person (`BackgroundEffectProcessor`), `IsOpaque = false`. + The compositor already alpha-blends per element — no compositor change expected (confirm in + the hookup slice). - ☐ Feed the **VideoFrame seam** (`Services/VideoFrame.cs` doc explicitly anticipates *"every future capture source (screen, background-removed webcam) feeds the same seam"*): the frame handed to BOTH the preview bitmap path and the compositor's @@ -71,19 +77,27 @@ delivery shape changed: ## 3. ☐ Test seam (Good Dog — one integration test per unit) -- ☐ Model-runner interface seam (like `CameraEnumeratorOverride`) so tests inject a fake - segmenter — no real ONNX inference in the test suite. +- ✅ Model-runner interface seam (`IPersonSegmenter`) so tests inject a fake segmenter. - ☐ Assert the **processed frame reaches both consumers** (preview bitmap + compositor frame). -- ☐ `None` = byte-identical passthrough of the raw frame. -- ☐ `Remove` = alpha 0 outside person rect; `Blur` = background region blurred, person sharp. +- ✅ `None` = same-instance passthrough of the raw frame (`BackgroundEffectEngineTests`). +- ✅ `Remove` = alpha 0 outside the person, RGB untouched, non-opaque (`BackgroundEffectEngineTests`); + ☐ `Blur` = background region blurred, person sharp. +- ✅ **Bundled-model contract:** the embedded ONNX model through the C# preprocessing reproduces + MediaPipe's reference mask on a fixture (≥99.5% agreement). This is a fixed, deterministic + contract check of the shipped bytes — not a camera/lighting quality test. - ☐ Config → persistence roundtrip (per webcam element). -- ☐ Engine failure → passthrough + single log, layer never dropped. +- ☐ Engine failure → passthrough + single log, layer never dropped (code path exists; dedicated + test lands with the hookup slice). - ☐ Real inference: **manual on the creator's box** (camera + lighting), not in CI. +- ☐ **Perf check in the hookup slice:** time `Segment` + `Apply` per 720p frame on the creator's + box before wiring it into the 60fps path (expect a few ms; the mask can run at a lower rate + than the camera if needed). -## 4. ☐ Sequencing +## 4. Sequencing -- ☐ **Separate work unit AFTER the zoom build.** This file is booked + scoped; do not - co-commit it with the zoom work. +- ✅ Separate work unit after the zoom build (zoom shipped 2026-10-08). +- Slice order: 1 engine ✅ → 2 Blur → 3 config + persistence → 4 camera-path hookup (one + processing point, both consumers) + perf check → 5 properties-panel UI. ## Related (not duplicated here) diff --git a/THIRD-PARTY-NOTICES.txt b/THIRD-PARTY-NOTICES.txt index 7b2cc64..ec96224 100644 --- a/THIRD-PARTY-NOTICES.txt +++ b/THIRD-PARTY-NOTICES.txt @@ -115,7 +115,27 @@ there on purpose. Transitive dependencies (Microsoft.Xaml.Behaviors.Wpf, Microsoft.Extensions.DependencyInjection.Abstractions) are MIT, covered by item 7's .NET notice policy; this notice is kept per - this file's "list everything" policy. + this file's "list everything" policy. + +11. ONNX Runtime (Microsoft.ML.OnnxRuntime — runs the webcam background model, TASK 51) + Copyright (c) Microsoft Corporation + License: MIT + Home: https://github.com/microsoft/onnxruntime + Used as: the CPU inference runtime (managed package + native onnxruntime.dll) + behind the `IPersonSegmenter` seam. MIT imposes no source offer. + +12. MediaPipe Selfie Segmenter (landscape) (webcam background Remove/Blur, TASK 51) + Copyright (c) Google LLC (authors: Tingbo Hou, Siargey Pisarchyk, Karthik + Raveendran — model card "MediaPipe Selfie Segmentation", 2021-05-06) + License: Apache License 2.0 + Home: https://ai.google.dev/edge/mediapipe/solutions/vision/image_segmenter + Source: https://storage.googleapis.com/mediapipe-models/image_segmenter/selfie_segmenter_landscape/float16/latest/selfie_segmenter_landscape.tflite + Changes (Apache-2.0 §4b): converted from TensorFlow Lite to ONNX format by + tools/selfie-seg/convert_tflite_to_onnx.py — float16 weights widened + to float32, NHWC graph re-expressed in NCHW; the weights and the + network are otherwise unmodified. Embedded in the application as + selfie_segmenter_landscape.onnx. Runs entirely on the user's PC. + -------------------------------------------------------------------------------- diff --git a/ai.md b/ai.md index 1abdeb7..c4b0b5a 100644 --- a/ai.md +++ b/ai.md @@ -602,12 +602,47 @@ This replaces the old five-seeder cluster (`Seed{Starting,Brb,Ending,Chat}Backgr - **GPU posture:** webcam frames are CPU (GPU-agnostic; WPF hardware-presents the preview anyway). Hardware encoders (NVENC/AMF/QSV) matter for the encoder task, not capture. D3DImage GPU compositing is deferred to the encoder task. -- **Background removal = PERMANENTLY OUT** (creator ruling 2026-10-05, confirmed: "no - not doing - it. the note is correct and accurate"). The line here used to read "milestone 2", which was stale — - it was never a plan, only a leftover from TASK 3's original scoping. The rationale that stands: - a vcam app (NVIDIA Broadcast, XSplit VCam) does it free, and an in-app model means a runtime, a - GPU/driver matrix, and per-scene lighting tuning — support hell for a solo dev - (`TASKS/task-36-gold-pass.md`, `TASKS/task-03-capture-pipeline.md` item 19). Don't reopen it. +- **Background removal — REVERSED, now IN for v1 (creator ruling 2026-10-08, TASK 51).** The + 2026-10-05 "permanently out" ruling stood on "an in-app model means a runtime, a GPU/driver matrix, + and per-scene tuning". The delivery shape changed: a ~430 KB Apache-2.0 model embedded in the exe, + run on the CPU by onnxruntime — no download, no GPU requirement, no driver matrix. NVIDIA's Video + Effects SDK stays **ruled out** (RTX-only + ~1 GB user-side download). See "Webcam background + effects" below and `TASKS/task-51-webcam-bg-effects.md`. + +### Webcam background effects (TASK 51 — slice 1 engine shipped 2026-10-09) + +- **Model:** Google's **MediaPipe Selfie Segmenter, landscape** (Apache-2.0, model card 2021-05-06), + official file `storage.googleapis.com/mediapipe-models/image_segmenter/selfie_segmenter_landscape/ + float16/latest/selfie_segmenter_landscape.tflite`. Converted to ONNX by our own + `tools/selfie-seg/convert_tflite_to_onnx.py` (the graph ends in MediaPipe's custom op + `Convolution2DTransposeBias`, which tf2onnx/tflite2onnx can't convert — 11 op types, so a direct + translation was smaller than any workaround). **Verified against Google's own runtime:** + `verify_against_mediapipe.py` feeds the same frame to MediaPipe's `ImageSegmenter` (original + .tflite) and onnxruntime (our .onnx): max |diff| 5e-5, 100% binary agreement on two images. + ⛔ Do NOT swap in PINTO model-zoo #109 (it's ML Kit's model, extracted — not Apache provenance) or + copy code from obs-backgroundremoval (GPL-3.0). +- **Contract:** input `[1,144,256,3]` RGB /255 NHWC → output `[1,144,256,1]` person probability. The + whole frame is stretched (not cropped) to 256×144, so the mask maps back by normalized coordinates. +- **Shipping:** `Assets/Models/selfie_segmenter_landscape.onnx` is an **EmbeddedResource** (in git, + inside the exe — nothing to lose next to it, nothing fetched at runtime). Runtime = + `Microsoft.ML.OnnxRuntime` 1.31.0 (MIT), CPU execution provider, 2 intra-op threads. Note the native + `onnxruntime.dll` is ~17 MB (win-x64); an RID-less build copies every RID's native folder — the MSIX + publish (TASK 48) must pin the RID so only win-x64 ships. +- **Code (`Services/BackgroundEffects/`):** `IPersonSegmenter` seam (`Segment(VideoFrame) → + SegmentationMask?`, tests inject fakes); `OnnxPersonSegmenter` (lazy session from the embedded + resource; **never throws** — a load/run failure logs once and returns null forever after); + `BackgroundEffectProcessor.Apply(frame, BackgroundEffect)` — `None` = same instance (true + passthrough), `Remove` = copy with alpha = bilinear-upscaled mask × source alpha, RGB untouched, + `IsOpaque = false` (the compositor's straight-alpha blend shows the layers below); `Blur` passes + through until slice 2. No mask / segmenter exception → passthrough + one log line, never a dropped + layer. +- **Not wired yet:** nothing calls the processor — no config, no UI, no `CameraManager` hookup. The + next slices add Blur, the per-webcam `BackgroundEffect` config + persistence, then the single + processing point on the camera path (both preview and compositor consume the processed frame). +- **Tests:** `BackgroundEffectEngineTests` — the Remove integration test (fake segmenter), and a + model contract test that runs the BUNDLED model through the C# preprocessing on a fixture and + matches the MediaPipe-produced reference mask (≥99.5% agreement; fixture = MediaPipe's public test + image `mozart_square.jpg`, public-domain painting, in `ytLive.Tests/Fixtures/`). ### Frame cadence — how a dropped frame became measurable (UNIT 0, 2026-10-05) @@ -1652,6 +1687,11 @@ guardrails below — written down so a future "quick fix" never reintroduces a G another public-domain source; a logo asset under a copyleft or attribution license would contaminate the paid product. The About hub's logo is the creator's own art ("llama fortnite superman logo", `Assets/llama-logo.png`) — owned by us, so it carries no third-party license either. +- **Ship an ML model without clean provenance** — the background-effects model (TASK 51) is Google's + official MediaPipe Selfie Segmenter download (Apache-2.0, model card), converted by our own script. + Model-zoo re-hosts (e.g. PINTO #109 = ML Kit's model, extracted) and GPL plugins + (obs-backgroundremoval, GPL-3.0) are off-limits. Apache-2.0 §4 obligations (license notice + "we + converted it") live in `THIRD-PARTY-NOTICES.txt`. - **Forget the v1 license-texts gate** — `THIRD-PARTY-NOTICES.txt` links the canonical license texts; at **v1 (GA)** the full texts of every license it names MUST ship alongside it (TASK 4 requirement 9 is the release blocker). Queued early is wrong; the release pass owns it. diff --git a/tools/selfie-seg/convert_tflite_to_onnx.py b/tools/selfie-seg/convert_tflite_to_onnx.py new file mode 100644 index 0000000..d1951f5 --- /dev/null +++ b/tools/selfie-seg/convert_tflite_to_onnx.py @@ -0,0 +1,218 @@ +"""Convert Google's MediaPipe Selfie Segmenter (.tflite) to ONNX for LlamaCasty (TASK 51). + +Why a hand-rolled converter: the model ends in MediaPipe's custom op +`Convolution2DTransposeBias`, which tf2onnx / tflite2onnx don't support. The graph only +uses 11 op types, so a direct, auditable translation is smaller than any workaround. + +Source model (Apache-2.0, model card "MediaPipe Selfie Segmentation", Google, 2021-05-06): + https://storage.googleapis.com/mediapipe-models/image_segmenter/selfie_segmenter_landscape/float16/latest/selfie_segmenter_landscape.tflite + +Layout: TFLite is NHWC. The ONNX graph keeps the SAME external contract +(input [1,144,256,3] float RGB in [0,1], output [1,144,256,1] person probability in [0,1]) +and transposes to NCHW internally. + +Usage: python convert_tflite_to_onnx.py in.tflite out.onnx +Requires: tflite, onnx, numpy. Verify with verify_against_mediapipe.py. +""" +import sys + +import numpy as np +import onnx +import tflite +from onnx import TensorProto, helper, numpy_helper +from tflite.ActivationFunctionType import ActivationFunctionType as Act +from tflite.BuiltinOperator import BuiltinOperator +from tflite.Padding import Padding +from tflite.TensorType import TensorType + +OPSET = 17 +OP_NAMES = {v: k for k, v in BuiltinOperator.__dict__.items() if not k.startswith("_")} +NP_TYPES = {TensorType.FLOAT32: np.float32, TensorType.FLOAT16: np.float16, TensorType.INT32: np.int32} + + +def main(src, dst): + model = tflite.Model.GetRootAsModel(open(src, "rb").read(), 0) + g = model.Subgraphs(0) + + def shape(ix): + return g.Tensors(ix).ShapeAsNumpy().tolist() + + def const(ix): + """Constant tensor value, or None for runtime tensors.""" + t = g.Tensors(ix) + buf = model.Buffers(t.Buffer()) + if buf is None or buf.DataLength() == 0: + return None + raw = buf.DataAsNumpy().tobytes() + return np.frombuffer(raw, dtype=NP_TYPES[t.Type()]).reshape(shape(ix)) + + nodes, inits = [], [] + consts = {} # tensor index -> float32 numpy (after DEQUANTIZE folding) + uid = [0] + + def name(ix): + return f"t{ix}" + + def fresh(prefix): + uid[0] += 1 + return f"{prefix}_{uid[0]}" + + def add_init(arr, nm=None): + nm = nm or fresh("c") + inits.append(numpy_helper.from_array(np.ascontiguousarray(arr), nm)) + return nm + + def value(ix): + if ix in consts: + return consts[ix] + c = const(ix) + if c is not None: + consts[ix] = c.astype(np.float32) if c.dtype == np.float16 else c + return consts[ix] + return None + + def activation(out_name, act, final_name): + if act == Act.NONE: + return out_name + if act == Act.RELU: + nodes.append(helper.make_node("Relu", [out_name], [final_name])) + elif act == Act.RELU6: + nodes.append(helper.make_node("Clip", [out_name, add_init(np.float32(0)), add_init(np.float32(6))], [final_name])) + else: + raise NotImplementedError(f"fused activation {act}") + return final_name + + def operand(ix): + """Runtime tensor name, or a constant reshaped from NHWC broadcast form to NCHW.""" + v = value(ix) + if v is None: + return name(ix) + if v.ndim == 1: + v = v.reshape(1, -1, 1, 1) + elif v.ndim == 4: + v = v.transpose(0, 3, 1, 2) + return add_init(v.astype(np.float32)) + + # NHWC -> NCHW at the input. + inp = g.Inputs(0) + nodes.append(helper.make_node("Transpose", ["input"], [name(inp)], perm=[0, 3, 1, 2])) + + for i in range(g.OperatorsLength()): + op = g.Operators(i) + oc = model.OperatorCodes(op.OpcodeIndex()) + code = max(oc.BuiltinCode(), oc.DeprecatedBuiltinCode()) + kind = "CUSTOM:" + oc.CustomCode().decode() if code == BuiltinOperator.CUSTOM else OP_NAMES[code] + ins = [op.Inputs(j) for j in range(op.InputsLength())] + out = op.Outputs(0) + o = name(out) + + if kind == "DEQUANTIZE": + consts[out] = const(ins[0]).astype(np.float32) + continue + + if kind in ("CONV_2D", "DEPTHWISE_CONV_2D"): + opt = (tflite.Conv2DOptions() if kind == "CONV_2D" else tflite.DepthwiseConv2DOptions()) + bo = op.BuiltinOptions() + opt.Init(bo.Bytes, bo.Pos) + w = value(ins[1]) + b = value(ins[2]) if len(ins) > 2 and ins[2] >= 0 else None + if kind == "CONV_2D": + W = w.transpose(0, 3, 1, 2) # OHWI -> OIHW + group = 1 + else: + # [1,H,W,C*mult] -> [C*mult,1,H,W], group = input channels + W = w.transpose(3, 0, 1, 2) + group = shape(ins[0])[3] + attrs = dict( + strides=[opt.StrideH(), opt.StrideW()], + dilations=[opt.DilationHFactor(), opt.DilationWFactor()], + kernel_shape=list(W.shape[2:]), + group=group, + auto_pad="SAME_UPPER" if opt.Padding() == Padding.SAME else "VALID", + ) + conv_in = [name(ins[0]), add_init(W)] + ([add_init(b)] if b is not None else []) + tmp = fresh("conv") if opt.FusedActivationFunction() != Act.NONE else o + nodes.append(helper.make_node("Conv", conv_in, [tmp], **attrs)) + activation(tmp, opt.FusedActivationFunction(), o) + continue + + if kind in ("ADD", "MUL"): + opt = tflite.AddOptions() if kind == "ADD" else tflite.MulOptions() + bo = op.BuiltinOptions() + act = Act.NONE + if bo is not None: + opt.Init(bo.Bytes, bo.Pos) + act = opt.FusedActivationFunction() + tmp = fresh("ew") if act != Act.NONE else o + nodes.append(helper.make_node("Add" if kind == "ADD" else "Mul", [operand(ins[0]), operand(ins[1])], [tmp])) + activation(tmp, act, o) + continue + + if kind == "RELU": + nodes.append(helper.make_node("Relu", [name(ins[0])], [o])) + continue + if kind == "HARD_SWISH": + nodes.append(helper.make_node("HardSwish", [name(ins[0])], [o])) + continue + if kind == "LOGISTIC": + nodes.append(helper.make_node("Sigmoid", [name(ins[0])], [o])) + continue + + if kind == "MEAN": + opt = tflite.ReducerOptions() + bo = op.BuiltinOptions() + opt.Init(bo.Bytes, bo.Pos) + nhwc_to_nchw = {0: 0, 1: 2, 2: 3, 3: 1} + axes = [nhwc_to_nchw[int(a)] for a in value(ins[1]).reshape(-1)] + nodes.append(helper.make_node("ReduceMean", [name(ins[0])], [o], axes=axes, keepdims=1 if opt.KeepDims() else 0)) + continue + + if kind == "RESIZE_BILINEAR": + opt = tflite.ResizeBilinearOptions() + bo = op.BuiltinOptions() + opt.Init(bo.Bytes, bo.Pos) + h, w = (int(x) for x in value(ins[1]).reshape(-1)) + c = shape(ins[0])[3] + mode = "align_corners" if opt.AlignCorners() else ("half_pixel" if opt.HalfPixelCenters() else "asymmetric") + sizes = add_init(np.array([1, c, h, w], dtype=np.int64)) + nodes.append(helper.make_node("Resize", [name(ins[0]), "", "", sizes], [o], mode="linear", coordinate_transformation_mode=mode)) + continue + + if kind == "CUSTOM:Convolution2DTransposeBias": + # Custom options = TfLiteTransposeConvParams {padding, stride_w, stride_h} (int32 each). + # NOTE: `padding` is the C-API TfLitePadding enum (Unknown=0, SAME=1, VALID=2), + # NOT the flatbuffer Padding enum (SAME=0, VALID=1). + padding, stride_w, stride_h = np.frombuffer(bytes(op.CustomOptionsAsNumpy().tolist()), dtype=np.int32)[:3] + w = value(ins[1]) # [O, kH, kW, I] + b = value(ins[2]) + W = w.transpose(3, 0, 1, 2) # -> [I, O, kH, kW] (ONNX ConvTranspose) + kh, kw = w.shape[1], w.shape[2] + if padding != 1 or kh != stride_h or kw != stride_w: + raise NotImplementedError("only SAME, kernel == stride transpose conv is supported") + nodes.append(helper.make_node("ConvTranspose", [name(ins[0]), add_init(W), add_init(b)], [o], + strides=[int(stride_h), int(stride_w)], kernel_shape=[kh, kw])) + continue + + raise NotImplementedError(kind) + + # NCHW -> NHWC at the output. + outp = g.Outputs(0) + nodes.append(helper.make_node("Transpose", [name(outp)], ["mask"], perm=[0, 2, 3, 1])) + + graph = helper.make_graph( + nodes, "mediapipe_selfie_segmenter_landscape", + [helper.make_tensor_value_info("input", TensorProto.FLOAT, shape(inp))], + [helper.make_tensor_value_info("mask", TensorProto.FLOAT, shape(outp))], + initializer=inits) + m = helper.make_model(graph, opset_imports=[helper.make_opsetid("", OPSET)], + producer_name="llamacasty-tflite2onnx", + doc_string="MediaPipe Selfie Segmenter (landscape), Apache-2.0, Google. " + "Converted for LlamaCasty by tools/selfie-seg/convert_tflite_to_onnx.py") + m.ir_version = 8 + onnx.checker.check_model(m) + onnx.save(m, dst) + print(f"wrote {dst}: {len(nodes)} nodes, {len(inits)} initializers") + + +if __name__ == "__main__": + main(sys.argv[1], sys.argv[2]) diff --git a/tools/selfie-seg/verify_against_mediapipe.py b/tools/selfie-seg/verify_against_mediapipe.py new file mode 100644 index 0000000..80c7c8e --- /dev/null +++ b/tools/selfie-seg/verify_against_mediapipe.py @@ -0,0 +1,59 @@ +"""Verify the converted ONNX model against Google's own MediaPipe runtime (TASK 51). + +Feeds the SAME 256x144 RGB frame to (a) MediaPipe's ImageSegmenter running the original +.tflite (with its custom op) and (b) onnxruntime running our converted .onnx, then compares +the person-probability masks. Also writes side-by-side PNGs for an eyeball check. + +Usage: python verify_against_mediapipe.py model.tflite model.onnx photo.jpg [out_prefix] +Requires: mediapipe, onnxruntime, numpy, pillow. +""" +import sys + +import mediapipe as mp +import numpy as np +import onnxruntime as ort +from mediapipe.tasks import python as mp_python +from mediapipe.tasks.python import vision +from PIL import Image + +W, H = 256, 144 + + +def main(tfl, onx, photo, prefix="verify"): + img = Image.open(photo).convert("RGB") + # Cover-crop to 16:9, then resize to the model's exact input so neither runtime resamples. + sw, sh = img.size + target = W / H + if sw / sh > target: + nw = int(sh * target); x = (sw - nw) // 2; img = img.crop((x, 0, x + nw, sh)) + else: + nh = int(sw / target); y = (sh - nh) // 2; img = img.crop((0, y, sw, y + nh)) + img = img.resize((W, H), Image.BILINEAR) + rgb = np.asarray(img, dtype=np.uint8) + + seg = vision.ImageSegmenter.create_from_options(vision.ImageSegmenterOptions( + base_options=mp_python.BaseOptions(model_asset_path=tfl), output_confidence_masks=True)) + res = seg.segment(mp.Image(image_format=mp.ImageFormat.SRGB, data=rgb)) + ref = res.confidence_masks[0].numpy_view().astype(np.float32).reshape(H, W) + + sess = ort.InferenceSession(onx, providers=["CPUExecutionProvider"]) + x = (rgb.astype(np.float32) / 255.0)[None] + got = sess.run(None, {"input": x})[0].reshape(H, W) + + diff = np.abs(ref - got) + agree = np.mean((ref > 0.5) == (got > 0.5)) + print(f"ref range {ref.min():.3f}..{ref.max():.3f} person%={np.mean(ref > 0.5) * 100:.1f}") + print(f"onnx range {got.min():.3f}..{got.max():.3f} person%={np.mean(got > 0.5) * 100:.1f}") + print(f"max|diff|={diff.max():.5f} mean|diff|={diff.mean():.6f} binary-agreement={agree * 100:.2f}%") + + def to_img(m): + return Image.fromarray((np.clip(m, 0, 1) * 255).astype(np.uint8)).convert("RGB") + sheet = Image.new("RGB", (W * 3, H)) + sheet.paste(img, (0, 0)); sheet.paste(to_img(ref), (W, 0)); sheet.paste(to_img(got), (W * 2, 0)) + sheet.resize((W * 6, H * 2), Image.NEAREST).save(f"{prefix}_sheet.png") + return diff.max() + + +if __name__ == "__main__": + md = main(*sys.argv[1:]) + sys.exit(0 if md < 1e-3 else 1) diff --git a/ytLive.Tests/BackgroundEffectEngineTests.cs b/ytLive.Tests/BackgroundEffectEngineTests.cs new file mode 100644 index 0000000..48264bd --- /dev/null +++ b/ytLive.Tests/BackgroundEffectEngineTests.cs @@ -0,0 +1,115 @@ +using System.IO; +using System.Windows.Media; +using System.Windows.Media.Imaging; +using Xunit; +using ytLive.Models; +using ytLive.Services; +using ytLive.Services.BackgroundEffects; + +namespace ytLive.Tests; + +/// TASK 51 slice 1 — the background-effects engine. +public class BackgroundEffectEngineTests +{ + private sealed class FakeSegmenter : IPersonSegmenter + { + private readonly SegmentationMask? _mask; + public int Calls; + public FakeSegmenter(SegmentationMask? mask) => _mask = mask; + public SegmentationMask? Segment(VideoFrame frame) + { + Calls++; + return _mask; + } + } + + /// The integration test for this unit: a webcam frame run through the + /// processor with Remove comes back with the person kept and the background + /// transparent, colors untouched, flagged non-opaque so the compositor blends it. + /// None is a true passthrough (same instance, segmenter never called). + [Fact] + public void Remove_keeps_the_person_and_makes_the_background_transparent() + { + const int w = 64, h = 32; + var pixels = new byte[w * h * 4]; + for (var i = 0; i < pixels.Length; i += 4) + { + pixels[i] = 10; pixels[i + 1] = 20; pixels[i + 2] = 30; pixels[i + 3] = 255; + } + var frame = new VideoFrame(w, h, pixels) { IsOpaque = true }; + + // 4×2 mask: left half person, right half background. + var mask = new SegmentationMask(4, 2, new[] { 1f, 1f, 0f, 0f, 1f, 1f, 0f, 0f }); + var segmenter = new FakeSegmenter(mask); + var processor = new BackgroundEffectProcessor(segmenter); + + Assert.Same(frame, processor.Apply(frame, BackgroundEffect.None)); + Assert.Equal(0, segmenter.Calls); + + var result = processor.Apply(frame, BackgroundEffect.Remove); + + Assert.NotSame(frame, result); + Assert.False(result.IsOpaque); + Assert.Equal(w, result.Width); + Assert.Equal(h, result.Height); + for (var y = 0; y < h; y++) + { + Assert.Equal(255, Alpha(result, 4, y)); // well inside the person half + Assert.Equal(0, Alpha(result, w - 5, y)); // well inside the background half + } + for (var i = 0; i < pixels.Length; i += 4) + { + Assert.Equal(pixels[i], result.BgraPixels[i]); + Assert.Equal(pixels[i + 1], result.BgraPixels[i + 1]); + Assert.Equal(pixels[i + 2], result.BgraPixels[i + 2]); + } + Assert.Equal(255, frame.BgraPixels[(w - 5) * 4 + 3]); // source frame never mutated + } + + /// Model contract: the BUNDLED (embedded) ONNX model, driven through the C# + /// preprocessing, reproduces Google's own MediaPipe runtime on a fixed fixture. + /// The expected mask was produced by tools/selfie-seg/ running the original .tflite in + /// MediaPipe (fixture: MediaPipe's public test image mozart_square.jpg, a public-domain + /// painting, cropped to 256×144). Guards the embedding, the input layout (RGB, NHWC, + /// /255) and the conversion itself. + [Fact] + public void Bundled_model_matches_the_MediaPipe_reference_mask() + { + var frame = LoadBgra(Fixture("selfie-fixture-256x144.png")); + var expected = LoadBgra(Fixture("selfie-fixture-expected-mask.png")); + + using var segmenter = new OnnxPersonSegmenter(); + var mask = segmenter.Segment(frame); + + Assert.NotNull(mask); + Assert.Equal(OnnxPersonSegmenter.ModelWidth, mask!.Width); + Assert.Equal(OnnxPersonSegmenter.ModelHeight, mask.Height); + + var agree = 0; + var person = 0; + for (var i = 0; i < mask.Width * mask.Height; i++) + { + var expectPerson = expected.BgraPixels[i * 4] > 127; + var gotPerson = mask.Values[i] > 0.5f; + if (expectPerson == gotPerson) agree++; + if (gotPerson) person++; + } + var total = mask.Width * mask.Height; + Assert.True(agree >= total * 0.995, $"binary agreement {100.0 * agree / total:0.00}% < 99.5%"); + Assert.InRange(100.0 * person / total, 45, 60); // reference: 52.5% person + } + + private static int Alpha(VideoFrame f, int x, int y) => f.BgraPixels[(y * f.Width + x) * 4 + 3]; + + private static string Fixture(string name) => Path.Combine(AppContext.BaseDirectory, "Fixtures", name); + + private static VideoFrame LoadBgra(string path) + { + using var stream = File.OpenRead(path); + var decoded = BitmapDecoder.Create(stream, BitmapCreateOptions.PreservePixelFormat, BitmapCacheOption.OnLoad).Frames[0]; + var bgra = new FormatConvertedBitmap(decoded, PixelFormats.Bgra32, null, 0); + var pixels = new byte[bgra.PixelWidth * bgra.PixelHeight * 4]; + bgra.CopyPixels(pixels, bgra.PixelWidth * 4, 0); + return new VideoFrame(bgra.PixelWidth, bgra.PixelHeight, pixels); + } +} diff --git a/ytLive.Tests/Fixtures/selfie-fixture-256x144.png b/ytLive.Tests/Fixtures/selfie-fixture-256x144.png new file mode 100644 index 0000000000000000000000000000000000000000..6fa17598f91ca96f84280bf8dfebf46278d64ca4 GIT binary patch literal 68689 zcmWiec{mha7sm&Kk#!^?F~-~NWzAYy#vTe8yJ776h^&((6Ddn*ke#vfvoDn` z%V4Z!GD3r_Z|^_%IrqQ&oO|#0oacK!i6%xmte5yM0RRA2JzcmN06_CE1f+pz|E%lc21>scB25UX7G8PlUDDBg8qbi%XtC9u=21;%)(?>oQ=YUP-euZOzWr@lB zx|h#P-wYc1J#;Q96qU;zbWT&|c>aXG8o*UP$iU0XOH4YXw3W_>RMoeBT?SGGe?5Ix z)wXbU(q1reaS(B_l%maB^3#k=Rytg*yH;X5*h3&5F{+vo{ zdoewfb6j89e`qWiuJ$!Qrod?F+K;V!?1!cMe)z*^iOi;XhIdJ6934u{Z2*$hBc zRaK(DgQEdF0?XBaXdVaymRD5 z&wBFA;(LNh+svQ%;mIx=8S#k;pMe;2UX+T+WAazdL|)}Y5OWBhsIDl8c|^Fge9?oB z5jx_}lUby|Qk%eO8mj};l>h<-N>|?pIdZSB-IuBJn+QHJ8|fb7;S5zB7`9^9yJ?gDD$xgTV-;Z9ZBrPZhzQ zwgCF~0jq10D&~7nLdw|!Yt3F>6<`Xk^K1+HgDtW9Kn-ZmBPtt4Ih1%dqrJcQhX(T< zdezzX`*1dT5*Cb6Ci<(eVBlAoREnpCpyxz`Ez`paMDL-rF;-s+wf_geYc_P>l~r=s z)Hjgl?%%D~==^@-DWL!F&ui5N`rE#P6TKJ)C7^svWb*RwEj@T_iDOHCR^&$E8Voy- zJneb^ko?o#R@QPXaZ(jTDK4_uS^Uw@{{EWmmCbr8c3=eB2?uSls!1}*f+GP?XtyOM zR=!!L-a*GQ2gY5(y%9-}Ps4~n`6nuQTD`a-sQ?h%ktRBmHF!iN&z2@Oj_%jSNP2Za za6y|-$;Uqz5dd0xvwOcze&&c!b^s)k)2==U6e{OL^Lfoo*F5nTI@X1 z9l{GYE754ud6eGWRmfHgSAE?*uR*fDig%xr&%9Z2_z2TDS}P=fCy~qY*@m|gk4PGZ z`Y>Rs()-(!u3n>IY71U$o2Z(`xcw?xlsDPx8?HYc9aJNyn=k%)a?z6|o26HKi{Z`M?;Et-9{^IaQhgjd5_M7ys z;`E7=x1#2r5bP#eufBIdbW-4{1*adUDjFB3MXnS+Lfa?EDMiBGNDwZUBBNv^6vj{b zM)9vz8y3x1=0ZI1cuhS3ypesWy$IG^RBt<^@E++3S#PI$b)0^i#7e-H0j5B4697~$ zHc3o$Plgq&s}X~P(m8fzpl3kR5YeIxv$23?N~;RgVIgoFE)*`g&&VA*^J0PQ2^~j#q1=wifq| z!e0KOzUc$QMyj7@#J4CW{$# zNy6fCyR8wISsXTQX-$5@c3p>)T=9VnjqNH?F>}6FGoDtSh-;?5d3t1w2yTrXaP(QAO1OO=|AKD` zh|Tk19+!3fLzEZZn#ir>I$$#Nd!x2q#dH$Aur)Yh=yu!Jy~PF||1+FoP4q+<&Dm_Y z@v-BjO0&gcLTm@4AfoQ`w|^BSe<=E8z?|eLj<*$$dfUQzS-yLcwNP_H89LH(i9UG* zr!2beT99l^cb4s5BIIaYTlxC>Br-}bhNh$aL8mTp9sY$e;H-+)`-QF!DUQH0LJbf`JA}fuGoGH^%{4<)T@53v2YOJ{X5-sOX6bq zF@-|8UP1LtBD*PZ51~puTvD$0O_rBp_Z)0B1-RNgVek9a9NXw3o17i>+5+W~sOuRz`_w)9G0u;wYqNkLi&0YQUuyq84%sM<1p)GJfxjjAhO`Jf!3 z*Kch1x3|)cU~nfg0w9hv(}%`{#G)*z6i15ZenWEb!g$X&KXQFp;5NlW0uJz73)Y_) zsSoxPY(E`M%TR5le~725KK#*Yqi%TecKQm#5FO@WuB=^^0n19sQ~mr0KudsKHZ`Nv zEyu2z`UG4#_ZTMJ$kMDTm?*x^l7cP$!S^E(qLuLt*;3)bdI*T}3=jITMJXi&r{S{q zlNdNulWdHyaE1nXf@d^$N_2ym4EceS2ab^UfCXV$3-DFXlww%EHMpc+RH%y+pe!+!tgh!Nu~!8q*eVeDAFTV9fA~b_WEAJe1J%tjH8Uk;Bw5MS z3aj2>ENm!bQF-PxgKw$OWxKIocUfZX!3!F{>H!{juY}82q$UYSuB?BF05IrT0fr_x zaCzkwR3y#ewC+g_f5?=K-}cwMS~+uloEdMt?eC(weH)vHx5SHO=)j#wcNTEUyXhGg z-@|sQiNy|Nv2vJtY7;Q;FRvreN5uBYUWWRm$fOS7KIKo1&(+zFTQ^RZ#|O+zD=`;y zHS6x=A@;r5n;gen@)_;btmJ=^cO{Nf0?mn)gcG{7lHipGu21>pW@m42fw|kEzz_4$1!KaryXG|Sa+wj zOS1Tphll6Wlxj;UF$s}}nRbd)?+PR&GVy+>{(=I?A-deup>cj^hh6CJs*?RWd`;$6 zq!{f2-6wuFrdS!wTVdKy)lsBKuudAF?V9Z8%xlTQ^1RU)n9Trd)8l0zAd*8qfmcH_ zGA37?1FSN@L)6qF!ATBJvsWknbAJt+U0|h&l;DSB8zy`@<~@hOO$)?Pk^O-e686)6 zh;00A&tXzHkN47XmaIniTYf(mso%3UHTht zUc@50@~Lof5+C(Z*-xK7GVozH zNyaOY9+1QDO8oE@ZCe#^S8Cp;8Lq#dQg>LA_AcYD zNIL5|Shwh}$`1)oBqD9kd_4o|y`OyXEu(xz3;OEGc^Z`dvL>4Zwj97Mvko(I_5h%d zSfbQB>fbVNjqj}J(w- z(VcD>_HUvS*+J}hAe1J)Zy(w!vfovLrUGNo@8QX!W65T|RSYN;yHk>bqrA=Jj~ZDD;oWDjZgvLcZO30m^PY5bxW`t zXOxz=(^FX+p&?yh@NabB?2>z9(``HegddT76Qt0k{J1=8i0+GV0!}&m} zCht(?HLam`S-|#u_uP_NtH{v9?LP}0CmRF;@hollTqamqKC{L4I>`g-_KaBlxFM-cH?Z>n1PFJ4w)+pOn{&iJ+8WK#v!HPo6^lkASJi}Mrr zIr400;)KFc3+=JJCXEw+ok5JU^0FhZqWP5`M`E;i0Q^Qq@ZKn(KEL{z|HV&2&(e7o zudkvpoFDQ|_}lJ$6=QV!`KQWZM{#56EAFWYA<>*VOD}568>9?`K4snga)=6PqT?Tl zmzns1DCBg81jUw>-+tg;kFvd-3FCBh6@n^W26e(Ubzxi(QPe9yZk)=3@b|BykH1dk z&CMylXo0*BA>^v#eSbB39yjUv!@27Z0{P~H*EpRRN;r3fA5Pyb0+h-eikkqco-qc)G=FeI% zh!1fYEL&JoYnNLZQWX$bTzAYK$|-$&;2JQy)UiRBk?v1zF14vazOKDBFEKTYLm4Q| z`lRoo@9EnL+I6Vht9V|qjZFj7LSDGZGQD==C&{uB@OZ0yoR)MPkuIKe=so){*x3!(KAs_E6=QQEZ=BwHjSodT^VUnKo z=`!!OYZOx*pob=G67ZLRg|03YUAcjnSXGu@zQ`!O1yzh{D$*BH#~o00le0y6$QG^ zR%^eoBT(XVHN65YiRT)>57YF0@6Eo_ZNw17epTP~Hp_==)bPUJ0G%N6+uKGiFs&+! zbS{VYhOt;?=5@Jva2yS=inOu#UD8^6ryGkpsXREPDs}u_L0wRkI?fM%9t{d!eDIRm z{X@zt#1eY)yvDK%PIn8!kN*nVsD}srJ?H63AQG>CZ*vQ|XXe;6R&{UNuG<{|wHbor zK(w+kG zjFcL&YfKG7pYK`B45z-a+do19;d^h^q>VAu9?mRN1O4jstTRy~iZh|L&#- zo?!d2@yiUhrNNUeNV5KKpSic>`*kI-2}(FIOR{+_J>vypGd?EV(t2Z7t0(-hMS)KTa>SY|Ygu)Nae6?plrRn3aYK$T9qy z*=J1l2o5hKnQNixFi`BwEu=rf0*MyN4bla@ba1-*zyy9ZI@cGj;FX;umFG$N zE=5GB+U8dsFEoYjG5)0pU6P)^lGr~U;f}XE*k3I;o9O53zxYkwMs>7?H!XI&m4CMK zg28^Fj}qz4#4hIh?1_$oi8NiQ94Zsb+%Qj{^I**C3ae9MceVYt8%{%7p5-@Yx;zT-+5~%hf-PSu#tA* zF`g;K=jX)A)bO&CkXC(9#`#$l3|&N56j-oEkjTtDU)`ZZ+CiAHd`=^^CVvd11I*OD zfgreBm|rhtifvKwbO$@OM|=;M8E&-aluXYt-+7RmLN*Y)>d46H$6-iEWA+TXDZ~7@ zIt19IVZ^23ZJDFV`H=9lbrSRxwG-Rq*4IaqkQWo#RMrHd1u3`jZy#*MaDHdS?XQx~ zR}TgGO)iP*1MY`j?EZCpFZ9){M>v`TDEd-E3%Ky;?Lchj3q5!q&21L>t{jO{Tup-2 z%oxs0;8T4z6{j=mlBTeRm47Cq4dim)K(_TYG{Z!9Se%NmzD@UoOo|kE#hKPsdEUUB zydldH=&MeMys9gRbxO+f`Q2mRUwVtDgX(tbpCZ~O{Ua`RE>=1sj?b!M&F8KU^&svR zJiW2H>OpW1KD;4SwM(cvPGH^+JV^*)k>4}fID0}!$jUIt{iYBHNH30Uc)-Qqq>}P7 zIY#tPt?{}|qeaACYQy+;(sqzl;|2NR@5P_f)3=cmGAyX7q=1S2V1)CWC+$s_CZwu- zDRDVl2rS^r%a$mID=NaxR>Y^@dC|-=^K{Ckm9Q!97M|1Rv%k?dzN2oEA_rzS;>`Ur z7k^L82#<8jsa1V3llqjme(I!0%uK)k;P>yr231sJiydqevp^7)0Cd>D`ZqFuF; z?4JM7&-mhgnJ?$xOcjbZ6?HBGt)8-99Q zm3(YhUG>1~hHJt(6;V(COB@mUOcwS29S8{9cd;cj%MgTR%kE;#R!p)X5UyUDm%k&0 z#Calxa8~>p9EHK^f~jzj32-AAI}Q6GcoB2)ob#f>{=!p1K7g?X1h&{79G(A*4i4rs z6X+)`3LNgU)R|$FJ?me>9y~{Uxtohjdq|&cvr%66#8#eITq;PAGt{n$&t|rpkt2p=shUKF z1jI*;ycgjW-&v5@bs4zl?EF>o5vG^WD;h?O*gM!(KkeC%2+GpVozO7bIf$srH<}8a5id*_9p8mT$+Sc=c(aTO+%P z*BdR5jx4~X#(Ti0^HOu3`IONc;<4t{gOo3WJ%}M;)1oK+3NJydk7msEB{Jy!Zmjx8HMae8V!fso8mAk-RWDfrI&VW$fgr zjl?q=zuZ!?k6K%3t(_6mJqmmFFmu#DX9>)-gL8NbUFOzxjm#Z<2#gO#)Gb6Qbp%`ixR}NsEd_ZRpOkdbWm# z7CO&Fsq}~#(H}r9{WwjMz6l(b^1OojSgpHxs$n=4*Q+U{DS?UUeGApd=ylB4OAGv> zYV?%QZg^Nwhi{l0s<6GG%@XtT_@{BialysrMa9Ko#NoyFgR{}`2nMU5^1)%%g`qbWemCtN3I#n&Un^DizHyph!KZ=6E0Gh_%mt>7HE>kY4C9f-_K79a{ zxQ(%%trV`0IO>o1^IykBrv2H$_~Bt{Pilm3aJbi~wEe~2c53)B`}wbk^0OM%Fzx=G zCE~-Ap7WqP59wbI-Dc6h=i-uCO&=z^q)=CXD<@Yj0jql8c{l9HTeYAsSjq5E>11)e z2v-AVx;u>??74~Mtly?A+S)B{X8dWr^IBtrXNK&Cqco7s?}jhz2#WVYr(H570h69@ zP{xAxupNp1{r%6>A%d-%dTKD{VO44BdD zeLDY`JzS9^>ZvXk_c53wnG^-AmI?MYG3Ez*i^VUEC~IxBzcte2%Dtd=9A6+ehXcr< z$U%v*%}hGDF7}Im#c=(vK!Ia_^iWxQzB53ZXG2A2rsYMp8!9M>DkUtxN0B1Ph1a0H|1Rn7Muu{m zVJc^#=T+xQ7gNLw+m6$fs(B0h@%VPT@YA2qB97Jn8t*W+oF{YyH`%C%P?cGIt&Clb zaQitz61#>?KhIP!aTx=adtAxW$G*o>POdCw-+ERNQo`(hK{Azc*bP;qll9d@XJqyj zl|coId6>C>2~*t!d-e9yB|euwBR@$pr( zAR{h=SwT$lI~xnu#GQl6%IV{V4cW~a4|njrte%`wYmXaxmVm{qo90Eapp{;cRF&5Q zrj7dE9Jx@8yQls6M)v(L6*v1S)u>eL^SzfCq^4FQStt_54-)lfg~SWZR03guF+RYT zhg~?RMv+qRtD}PxjPf#mYo{G800ei9RL=u1E5$sso?%rPQoyias)&560m1t>dLL&C z`6bF!6IfR7m6DE5(`Pxq=Ac-BmcnJX=F~7b6AcG$QW7p3l1`HMXG9D?vIzaUq*a*l zBSB6|S9t(@$zPP=8LhK;ueO5XLmNCcrtAQ)&j z=RFwgd2%)r;g{1NabSEtaK0-&T`ERiobIDz<-BVlDysG@lDu^eVM?`zEx&8|)o*?3IJ6hurJ$h;s+UKb6 zO(d!}R6ZQ<)od^zeEuf8ZYo@-B=aiu5P10zfAdn1?uwi8FO^MIwg5ar^_p8o4b@Ki zF}5v-%hZxDp(m)rHpQKoEkMISwVeKESvHiF1W|vMdTu|NA1xe@S`YfySz&L5j_4_( z$y%SJ+OE+AVcoORpiXkt{lG_lkz8hsPy3bHHT3(10m)|jxqX@)({6&GiR=|d; zzbR{AUPvG+tcM_X>(9*w{dilS)NkQs2amRhBntJ3g#^<=OqOTc`-EGHTYSH3?*5|m zPwc9cy3uW_m^)|H*rXCpP<&MXu=1TMLl{JE$$!)ZWA-R7SIAd_;Pd^ufL#S)+C3mf z$#2)hJhGF?eY>a8{->)Z*IKvRzIdMib}@luwA0NxyG&^p||Lbh2vi@6~ZWY5-QI zmn%1CZMrKjq6l35yUx$!D`4{hKeL#aeqTmc`SRyndUMP15nU#s$}x$GI}03A zP~D7#nt}xGv$^j*A$msM0ja-XJg{it=T^5pUV)2Dro81~x=nVoYOERkK6Bd=M{`e@ znU%hhC2^$$vj4@NZ=K!Uo9itFI~2;!3_dP4u1q2-$U*kelS7`$Ju?Qs|X6(b9+-cYz5y6{OO6GXYko@%-_-TKBt5Y)y;3W zNO>)Wp6||k%~Rpt+=4aUuDR@oUJ=|LC+FlP^ilPE+uuK8_GcSajzl&1ORU++o6Iy7 z5#PZP5%an^8(}e}O`m%TFHEl~C;%LnT?75eLIN-lkFqN6p$44E_PSwWZuI2YMsyP9 zH^fnopGGG(fkQT_*-AO4`#KF9ALoVid1gdS_5pe6bjt-1l4|`b;RpAIcrdDXr;Mp(k`& zQ?aiv-TwnZC71;2)b)+P*XG1Kad^hNxdEDh6=XLrjvo#r<(ho`)bmZ1nbnnux3avn zX-3O7QSD6zz1Q%ZLQi?i7`qfbitnLIJ>iJD-Ko;czs8+z#@F4jSS3-cAi&WtbVytl z@G!Y#LPuSWdO4NX`LA5-cX3bK+D=*3lvi$!*6pyNM8r0+=F{!0QDmw!P19v_+c9$B zPrQ|%l2V&9%Vw%^Pq+>kZAY*!nban2ub)|zrY;3n49UPqzaTeeZ~J7nJfhYZoK)N^ zJ#*CEe=^<^WLc&2s!0mbCdJVrP+)24EEa6CO%7x&bnHMFjq`K8+vx~n&-Mv|`0CxT z$|xdM2v!^`Q%Zh1+NO|y*5w<4Q1QGu!r5FlHV9zefdzZ&sK1*1NHXs<7(-6Tl(~Nh ziA8WqOnfgd4-P6S#JYVNmX+mN^LErXtQU&@-Xk83yjA%ujYC%00oVIxsV4R}gi)wO zHm~9~-EKucX}=(R4;4ZEcLuwSo~RcAs2w)2nDBdC=51q+YD`z*XXNniPjb&{RNOfE zaC|9j_jK>VP(f}Hnr|`t7%E(-Hhr=6c^douz3H&gVkZ64D}#s@$Q>+0&1r% zFG|z3{EDIWpag4ia_z6cIs)^MBwg|BTpx*~kNqG7IPyG(l<}AJ5Q+~a@96rMvX!xJ z7RzqQFxZ$$^%{;XLOU5uKeW84e_Z+^Sm(Ep!4O^NCLf4(oZ2G35H;K&mG>sYV%X(* zfK`w~2B;iAc34oP+FesQ{&hYuba9(9S6wTF0-9dBVYT+VK~=T2IXu(|RTcX_`6;jK z(wmsqp)E@RivESf)zx|9h1EZMpBrz;VV!AW?%xm&yt|{I)~e{W-5MV(U@+stw`2AO z?K!{q`7$#*RKd`1sYU7^J%y-?m*M=gA#=mZsK1l~)@5)?apV{rtT;e|9Y|Ps9I>+)mF-BKYDcJuaXfxK@7)UEVDb(AG zM~SXLR+Rbsywp#hnCGz(>`!~t&-N@L=4VPlJ8I&{>%lxi0e(ux0Qt88pFOSSsdiN4 zJ%9YB*y&z&#QxUy=7fS5A}plIptC(Tfm>+1cZ9D*!0MawFTWezw8ASw3#7MbV-}r1 z_=K{n3%%WWQFn3OtR)hx%iVGi&iBkrD&X#x_zZ#{05=fxhQVgk;VoD*?)%8}6D8VB z1^Vvm-MZR?6XL-mC#DCCMjsO7FGp#a{SoaoeBrqGBsvDjC0Vy*JiJ@|Hv?0ihicX` zsF^0qqzaYg`I@Y(Nf4vwaLKP=v9Zq=<+)6ZW|PZJy|NO*It~`Awr=1szWNK9zrEF~ zvs7N~EALQ-C~PjEJ#?^jir|)S;&P=7Z(34iscQwyDTqv!5dS1coqC=x(EX?%I|=+T z#p~1_b@uaT-rsX%cxXV_-vQOe;o9Sp>DC#Jk$r9A?MavHgiUhNu?joEMQyz;^AMY} zf4(tdm!h)+`T)75_3lTx7AJ(;X=D18X4|#P8k4u&=P%XD)3;VweSdgz=U&8*sEi+> z=&kQ1J&#het??BINUT;2QbLwNIQCs6G&V6h-#EM1(4q7Pmw&DD<)u0hZ82C&$Et(BPv# zqm4_XBMOnwuk^}!ar@z0wXL~glcA>iRdt~IC>M0(%k4||JGH=H-34DV3Xkw`vNRfP zaPg;nsiZB@Lu5Of`a*JYR4%i?y@xcPD6vzg!Ceq2Wtvy@AqqJ*g2XtNvA9H}xk+v<`$*kDXsIq!`Z zSthwh#@~;*wxJ~>z|!lp-A6@2`@0T}>(1I^MT^tO@)1m29k9S|Kwcz8eH3LGii@5h$3Z>>U4o3_$!DuVyWZ{h zf|vMXDJ(RPgdNhqe-MtcdbeeL_8@0K&u~guG6#z3;&O`8g)5Z!%q@jQG#`|JdmTmC zuUW0Un2Q^j;)Rj;ml3RMC6u38TTUFyETpDjAC?lXQ8nK9!qcyUXJ-}@XXKfxd0%4r zXLA#v&QLNXQCHjn>;QlF#7xeQ{ca-WcP?0B_#fRv8YNUo^=F@D7la-BB^XDTeS`JV zk31AnxB>=Sd%VcYJFL{a!<9eO9-t&OGE0~l_4Q?sf%y1%u8nj%UQ2FeD1Oy5*fPx) zt1Eiwoh^3?!BsD{OvxN>Icf?(XB|f<$TFD3-9hc<2#l(kfbg8>9iem%ciW#2Cf~{6 zS(sptpE}k)s4Te!)*qU$37T=gvHC0h%?i3L@$3|q;q~eLMuQ08#45i zSane{H9;Xw_q5vOcbSz)An+|xb!-U) zG>JeY9ql&H=)<+sg;J3S*krjJ)>3g&9FwD;o`FIlwiBsa7_#2$#{U|Ie??k%O5_{UeCr?Av1-4{5|WOF+K0<-@sg zMI+!1Tax~7tlo#q-6Ns3y_|F38KDQ)bOt7^^tp|ST#-^Duhz#1Xysa!vH+bR49hYm ze*x>R-0WyI4mFw;SZqa~Z9E$|8IRc2mzEBwPk9LsBcOkTUc~FW8-AVlJvJIbHcOVz z?-F)CSs+j9#-Z8*MR?|`Z4vv4RJ>Oy^^fF))YZVBYZ=O^6KB4m*5lcMvr^>4iSyC$ z2#bF0sr|#Hiy`!UtNr-WpMbUq>Y#G=u8jGOGyVRZj;;AA^izKEXDAUisgGolN!1oE zsD#Fi9wK_%D6mnTf3Z!aqg6HR!W3S2<31KUV*5Stgs6}@ZfxvgQ7%!;#Wj5sbSwHJ zFhG9|ygB?@7{>Dgl+%-FCQ9apv#jLR^C|VxAwO}kUQYWbwP(4VBpMrrmo$Y@|1I|^ z+Nfr+k6+J^W(vQ1)kHb=(&uthN2ujThKic|VSkT4+hzBx5*_cX8IX^uB1!B|$K>Sx zH9^iE`xD&=k=n?4tCJ7INY_LKcFjL^oLa;9@C&A#?p0EiWRS)^)x?HUoMAOjqq2eGese~|H1 z1M9+jINhGl6nkb5Z`iSE3kLC7app?Tsg=$b>+wrPFONYc*x-XTmBfH;S8FvZ7@gub z#oM;hmd#k7<>r*q?49;z8(%&GiY+r#<~D>KMIfGgK8^lTuf*(U+v*kTFo89ACeR0V z&ZW2R3gcM|J?1XwZ;uFio$$5^@dET`)s%2Zme}Jmbi*aCuKx-1>{m5xxdZkL3{)Ka ziw-x|%--~hPp~-i-J9zHi3jsrcf66H{_#bRGa1aQLb-lF&bcc4_?E=$;Paz%ve4k! znIq8};yZSdkl^V?-Ys6saMte~{&|DcE#lXFui&8~^H+_xaM0|+$P@qt4rKEN$#5@D zcF%$v-xXiRFv0nSXn-t2BY2fACIuD+*BcTJX;WN|T5Nngr2I}HN#d<&SSKx1EGpN0 z;8j(3L$0^qYCCE27_Hoj&YQk+>)Vr^rltz!ugC?~=%}p!-YYgXN$GezrtAbPKE=ts ze#C$;UE~|SMVOX^;V>Kyh20X=7BIg!Sf3P`Dcc-drH1B+P3+9@4f2l71ToVQ`AYev zkY@*PmE@Tew`H_Fo=B6ru%j(i*Te@xZiIANrRfI(#Yj&wV5y#ndq}d|*R5c6|M@4k z);05Zh5Kd~a#%o}KnHGU?Ht~1a?Iq%CC}-UlGl!OE~8;zd=v?i(v_Zv-XFmquzClE ziOv{DlLsyH^k()(EqLT@3W}IuS5H;+NdZa~TRq+4^XSxyZ?WMp$bh>g_l{cFmd|Af zHzkRA>zVC^qMlhiw{_{%{gC#jy2O2YNG4ikoKb7~nCp4ofdWecvBFx~Yq9<0H>o0k z>X>i!@sM?cE-JoTBJKugAGt)PhN{fWJ@&u1aIx}F@>eV(JW0}`gy1l1;SPDt5H9i`!C~uU8L~OViKI4~b5fhkyZYz+8h) z72HQ}XD}*8zJ*bfV})xAt1O#Nh#`TWW?(>Rmp>;c8Vd^{!{jW#%rO`l_dh);TQH{6 z$*aMfovr9)8=^fU%k|po~0@a9f^XZ zHJj^079tqdql+FO2WUw!C&3+dy3TX zvu%JGN^;^}{wU$cnYn-K%4A!WSrSevUHL~*zj=J=u^2BKCCoN&AQH!u2cqMAC~UUX+2GzOw1f(M=J$uDB_Jp$4Wlg_jRA9mFF83eLwTa_S}w_J{^-FuxphLRg;iF%K13$dws<^n9MH$Y?t7z~oy zu%vhfh(6!j(P+}!Pct}i9F$*j(W@Xd3C@u+Z^C2P{Z;8k?)zBle}J)}t&)dD7ToE1 zdA-h~x?9%I%poJM=p1QQunbLI1gz%X_o|s{jpt)@AD#1U<>CJS{XCO%XuqqF`=GkX zjTZtg2gml(7xH5>|J3UMZ}etbbKb};hJFdrn-xjbLOfaAo<{o&`UXwh?<2m=?jk%$ zn!d^VN#{*}a^cj3@^!=U1f`wjTjKrea=!xIBm>&+Jipj7{Xv~aMFfQ&Z=9aGJipU= z{%P9WBJ8ZTBm1G>k9}8Qj~ffI zSj?wbH1HwnL)m3Z<%r`|b!D}VrQ<|s^e=Co&QEjQwqN^N8~b{Y(*0s)W<9H`m2Oq_ znT*i#N;#7XKotG0?g~wj1?@EXtI^*^Nwj{(y+F<=ju8w$OS8zeL_k7JvUd{g+Pt#3 zuEyZHnEKg&IR-|n9p{Y~LnE^iJVqd`pA^i~wdh8|9X{vk3v& zakip_LhVzg#Qf6VCVzJy!{&Z_bc7UGYG;#B#R6UsvL-%z%@^M$qr+6jR&_H}d;q;l z@T;+j*G+;HzPmH%iqa}ao%N|v@zF3dsF8!52L|-&UE~tTu%s;$OlT5rpwxHWJ$5DM zs&RO)sE)(eh|q;k39^?gFIndJ?Uc$)m5j)-1!pJJR!+$LXsO>XvlAnZDp2(KI7OnG zt_5@OcdZ6JFMTTBttNuBO~gr9p)T?HS`{LB;xi<(JP8p&0hF*dJ1F~9T70^h>H2cI zTA$pD?4*ijo$cxJzz(ycKU>@3LC+`%|7g_(HGbpLjpKjgVwGla$WUfN1DX4`e$erG zOvt>TfMI;Kw^8?6m@rG#;`xtx&t2TNoc!^f%a^Z;&YG&4rhfF`qTi0+^=`Ade-vt$ zBkWM}=RdFW2b@0ooHg}#F#dje8tkmZx&|s* zuh!+mYvQ1|0VWU(|E81ccT*QGvrgDCu#-_BJ$AE7nVx2-yGU>#^0?l8FG13$JEzi=)-UB@d_a| z`87vvk%5{wiNkE4%+-}nhw0?TxtAR50* zilgy{-EMI`h9R}q^+4@^v0zut+p&zUp4N!a#ymD^%|?%q@%r(uo^K+i<$1-XLJIB@_*+l}`mgu#N|jk| zq8O=pEjLLM_$p3bCpnniRZPeqd`U6TanOb{`?sgLF!}9Qam%5}#{b^*uyNk;jUJJH$IaXJM~(&Fpo zV)6#6U}z257G87|w6_R0h3)^hbk_Bcx{KD`&n$e4$*UaOKw`=Oj4|ZbBb|byn{J0+oDZ`Qt zF0t=ye5*_9>ok;n%PX;;MlmMu%Q(B5r*FBz)%AU#)t?jm&4$(GwD3RK; zaJSc7O+bY{R`<;RjsZ)sWQ$GA7et%TovGXP5E;KZ>o^0c)+yZy-7hTy37XIE*rZ$? zl$1F8v0w1m>kw5Hen_^rHy+pef&>+_nUm#)CUnUdf+b$$G#fvSEoF>V(Ts3gD% zPPnRcTe&mwlOiJfi|afCCm&~8q8V_P{l9D`k*14I+V(*kZXfN?E|%@AGj=cNN_nr= zKP)im+EtbkeU;eDsyyY3n4>^9GyN<*Y3_c%hf}1mvbX-hDu)yIdBne+8OcmmwvihS z>^$bV9&kx;TPO`VfFI8{v`Begyi{SrS@JBtyVfP#{YV7+zU9Cq0byi@*kohyM+~U= zKYlcR*S3Xiy3}+-D5vl5*SfCTTR0faWR+ks3l1TX{KUhyZt97R?uO5}i)F(OTJ7~& zg(Ls;=00Kk9%9C0M{%67d=0n{I;OT1P=-kYJvx>FZ zsGIpEg8Z`GLa9&Xr?PkAeT=)dedAHCH8R8}aD&{4^Ztuv@1QfP*Ts_smF>x_8mTVL z$%51!n&9Juyo3{8tVaM?k7PuNZ=iyFBY7dp_l>x?+4Q@)J~bX%2k~T7;mu_}^1}Yh z8MvaM3>K47rS}2RgB)n&1q4eH%0hQ%BEl{x{j129NhypgBsSK+#-Vd%Bib*D&YRt- z;fTb_RhnI)65Tl$t*I%qtDjP*>MhFo@|)3tMa177shLgnv()q5&4SaTZ3;!>avdEf z7rxMr+qSBHz5#z-j-{Ce{_+tLQYC}xROSGg$$4~Z8a1}Z=733+DSdhv&X{giekJi6 z=Ag?udrh{Ud`hz%YZN%G9+z(LA3s~^tM%5#^VGj?Vd0;LdFl3v->I_O_DZRNwjmRC z(w>CL{jz-N{j>zlPw%}%>6lTRVvbUA$!S1+qmwE;%3UYg7D$N=tgrVr$D zcKO9J6OY~lkE3wIBsM7UudmA4p4a(kYsbYu0(*G$HhWRGEBIYr!__XZu2Lw0H;0t6 z+(hM^mPDGP_nN4TV=PTVV5^B?DsCdp1qN&D%eK#-K5twK4gC9yxLQGQGjdszU}_Gr zO}@8=koc|@LTEI)x=C9~q78aM305%Q zCmUST*B@*sIhDCFxBTZ=qkHf_0DnM$zp3bT-PZH^^3=aQF5f+C^K>Y^!%ppK{YZ~Z zhSb+)Ev#;r52x#SZJXti;1bpQ)u$F`PI=OkKKVE^1yRCrX#+OBoQREIi%68HYo+TJmu1*DYh5?_F})OC*59Q&ZvETfg&KT|{yKHOS zUS6Ko^(9dd)p028`u#Kw+j7zE>Y*t_t0iG(5hsI(qol zx8t{8_3g?s3J)o~FU#HC?%hv*@fChe#|`QP5MsCAuj|^ihkL&%n*f{xZiqx|PF-6O z$wRKS3UFhmB?!R5p$G~HToODYX9-0&I=(!gm#t|hN-0}27ZD4<^yVcaqC_d&DD~`A#UOkwUAt6@`g~S>hJ0gAqxX-BSGsBQkd*yKVUZ!U;}(OEZL<2{FM~ zD|>{9a{{{RCP;9iFhV#*qy&a!$q#qYBd^(H{IQzKYkeYV~dVjIVxKB zin=YF!(D|Ur{W&yCMok=VyzM)B09%~p!QDM&b_%nw+9l^<&hUlG6xdw$wa4>^%g67(zG>AZ<6ANGsT0ElbRz?PkN5DP8LY#%%6?Vhp1(}#zgwu^< z591;{B`TvJ4Z}3Nc{99wE9hyQF%0h1>oVkWc{+Xj#c%5KxiB|6uY&Usy`%Wv%gt-@1?hOh?J*qjHFNKz~% zA{z2uO_hV3iVW7*lHsHrV_&w-E=oPx6^$%9S*w>zreR%AUK{O_B^U6tdnC54TMvV` zVSkWm@7`s|Z9S`GF0vc$t0|}__%IJ?H?v?lKMAGl`8?k5)BLmQZ5r;!VLY9mvy9i5 zr|a?g&8I(kdH-!)kK5Lsj~|l=r^Ja|*O%|UBEnE6uNC3LJZ;-L4#Rpms&xk3IZ68Z zKm2w*FK~83n0ElDOJX7d2x@K=!kn2@4UCjwMq%uM(`kWvL?k8w#xi)f)*B^a;hSF} z7j~sECqtp(@b(R(*S?-kYk-WLDVm|V1rfrNM@W*}krRiz6EPFtL@^fnA2)nBF%S_H z5W4wqN+}Poe*E(BtJd4NyOZHHq5J5E8;xlaX0!)&(C)M?%_ufh(yR> z$bR76{&Ai`T|qLA-o0$sJf?JiPh(o2pV#N-Jzl>J`D|%VFCUk>YS<`g%-G-UUcLTw z9A~~E2dY9MdPmdfO5H=PwNA_qBhqcVwyL!)=GrwJp2kSBJ8q{bJr<6oSDD1A1rl@W zz49<8f#hsXZX`qTzBTLa4MBsXu;jrns@I2qYZSpZj$9^OdXkFK(_hmY~nME$g z4>e!CZb`UrIvnoChaZ_nk^;xNT|zfCKP}HW4Gg~Yqj_kp!l~D@&}Eu-?}L%t(pA9vmzJ`eB(21)Cc)reXN|fBeV) z{J;L+{qisWKYQ(xBrI+*M`E_fP3DvN+j)@tJq;tt=qjyh zVgy734D;T?g1Fq)9x!us@^DUk+iD{sswP=T0`6fgoC)Fz5szCCJ~=of*l*#kG=mbc zgvX6{7BET?Y2YNB#)yv8A}FGdyD29w(?E%79NSXwKOENOV!cN|N*<@Yn-9admsG;t zbVW$qc-Da%wIGPX++Ay{ZlC}$%so$%c;EPHs_S};f`t%NhBPkALY%sHDw8%vZ>_GS z?AfATHsMtA(3&!*lBU!4VYQd}?jfo((Q^D|zdvl29%^>R!@3Gl~nzFjWI{eDQp zW7|$yD37W4q}{!_%qeW$t}Tjv{*yoW%`g8psXcx7zU&exdUsr|uGPB1VIYT6T_g;1-J`4hwLAa)5#prNlWq zf)GUPREQ}o7%5415P_0R2&d3cC3qf2cPEiNPrJK^VRvZT<{rURgeeb_ZhkvA?M@00 z0joL%1xoK8s@k9pTGh=0Xtiqiy45AL1N$gJw~%L zQPrOaVa>f?S6&@fGxr|)BY?$x2qUL({$i%yD) z<+YQ${J_dF1W^Q8Y*l-pz?lhvu;el2h~*j-E<*19!{$jML=a+3`44~oi~ZphZ}C`m zb+NC%{N?@qtB;qLKw!f-lrC1g6$XqFlLQgi-EUNhNW|Sk8JV#gr)AsRfccTBb~4I{a2e=$|XtWRNO#dSMC&? z-Gaj{QL@&VJF(nwj|7C1I!Yp@6ed5geIY>nfDDdMBX|xNXCYz>p_I&>O`z%4;9GwXHkSFpg{7k)c?WG)|>{6srb2{8@W;bLiIMrIs+jf1LrlDz3 z>QZ)`WEytqpr)(Acp4*di3v0)s&_@E^?ID<2P6?5Qkhapm!}Uwmd4_N;M`Nix)2qX z!F#v5F%xs{o#ycs_qC@!O_M`Po`)$f+XZDllpW;5<@6yBERwaZDUC_UDdq8Q5M8g= z?es)27FsT?ZeLHkv0fH-uiG{8pk~))lZ4ap3FbnXIM(y|>&sapGLa+PqQjGrs@--9 zTkWplBw$C_`Q?QIWuSx`Gn!nPIc}3gH<0_|{q)n%KmYBofBnz?i+^@GpZ;I};{WO6 z@bIG_J^$_L;nl;ouDWgRF3vyLCBn=N9zjGbVrJ%kOKpYwcHI!pOrQvMgG+=EhvT+g z8cfcf?(To_Kl{)A=s*6SCrVXUtGyI?_2#pe=kv?UM=IH8Se{SoSz$RBq2ktS?-4!} zi4OIxq2Yh=jw9Z>b>14^kL0hzvx*9sxBX0>WBjaCjnT zNP`p$2#W)@Rn`q;LgE%Fn2>_NNdPM;c_wd6U<$B@t5>aF5>t3IB9fFsX~-Gm9>F3l znyFiNQ08&g8hyF7$6a#Tw)X^c4&*Z4y_O_>Yf{p-p7Q>FyLRo@u&&lP5_;d@ukJn} znKtVkb)3uf+HPDMBVra1+O`qr$dgAe!t>#EZ&&o_%hMXpoXhos;QCeYq2xF9TUVDZgK7-0Oc?orqy5_1Yt z4=QXHnS(NgP&B_4?ZQCBkT~b~)!+T)Zhm-q`sRz@f5no%egByb@4osi zgx5`j2oi-T-SlS!Ik2_c4l-~A1yL~HbTR~p5+gBrz!^k0#g0PC{QBWP{jdMqhoAqw zAASC_9K+M;!^`)--#@(C-9O}UcUe9z#}8hYxy1GOd_8@*+waGcT{XPB_udn+2nz^- z2y+GjVDVt}5b_|9+y4jvX1Ohtaex@Ew^dQ@L@BeoyLto#-BzKayTVCwA+8=9=MkV# zkX3@g`%RK2f#eJrXD+*&(KDs+@GWJs4g}PyS?|6<6%rhn_IpV?&jt{J*#U+_)w^1+ zb?vR0X|0zKTw1TklLISZOX>Xm7d?7MVwtyEM;XK2Z0k`aOCp(Hzt&c3-2mOzb7*(s+z_et${j;y!y!>4wBaEalC&#e(~|~{?+Dc*E7xII2|Ns5iU*vNTQ5h zFU#83eE8X`SMSc3<6-}}eE4X~_uKhYge@XqGB7Kyr|-yUE(cw=Ax*xzI_JdX>bkUQ zW-GD6BLUu9z`gT0j2L5U82tjdL7R1f)2#2R17$E>q68CW78{*K%l4|$v z2++;6PZ4QgH@9#y1nA~ofYUh1Sn}@8r*9tKVcY)vU;V|?>Eloi|L7n7*-w7-(+}s% zzyIy8mtM2*;r?#hs#^PD51)Go!6|Nn8WS0Ad`5r?jBuntk9$GLRTJm%?sc_o4Q)(xUM^-`y~kE50y*ZPH0^~dMK<+tuu)f4 zHWOB;>1w_9+RP)(Gpt!Ca^By)Hm7B~n9;+lAGK9gBeBRdSwW%PTkGq_IhCB;YG_TS zgK)4{ZN@syhxq^T^k+ZUZP|SuHk#S2wRZD%Uwhg*Z8c=ENES&;q$OF6DLb(d$xaL? zjsipJ5CjMibAdXToe`YJ@5mYss8oPdQpRYu049Cs!M zM?^!ay5@e`-z@WZ*u4VxZk^j@F`WS;bqOYokYcxLMHCQ2cW-^qi0d@9$(h&!o7plg zF?EQ3$2rYIM#UyV0oNyk9h%g(&Zn4~A|U5Lpysab<{<@Owpv>i4gtUoEE9GqwIax* zCIAHF4jKp$F)$DrsG%W|TXK$of*=59M811@wI0qH$RKi#zxXS^alG0+fBCFX0H#vF zz>j6mgduPf2?;<5@2(wpgA;V*J8k9HEOr(UXRNJYz!YQX*5CQpe*42e^B3~zu(aZ6 z0lizT+cE~ERkyypvfJlRTb$wD?s{wBZPaP2{>WHRpT7#f7a2nKs6z-sRDosRc zTWXP_BFKvt#oCnXQY?ff0SM8&8g{uSXM?W!j&p#ZYKs$^vpYL50;aT{mW3jk^8T>v zht3pYzY2*%3f%R|L#;3JYF)}iqykXqV-9^Q)wu}>1GTa!c+uS|ub^9(R=T)qzHepL zQoIn%$2RY!;=Oy1Up(2bPtVFy(5xILJPE_*WZWN@I>j!jwPquN)l#s-l=?PHju|OS zIT)yFTXh$;PK30(*{cdd*ly2v`yGKJF)@cA=HhBd&~?LpX=p*3V?sw3vBlcm@=KZ% zI0pcABfO(2eEq#2Lh6Hm|+;V)x|XCT#l6 z?f$A^6P?`5p!QwrV=lW_m!H2Ha%61iVp?pN!s;R?Tzr{I8D*{wD#etBR$Z!#j_d#g6eH2fbB7FbGgAeo zlvm?)n8v!wL#?fp!t7I>hJ1nm+NLsIsZ7|PbgL~>0*Qpn;$xf#IEK3}a#w2`LbwsQmI@_%|QC`|Z!a__6ZT+GX*Z5HDi6YN=Bqn~VF5J(WDv1R zoI%_bMLiHBeI4y^Q(|;;L`1k7#WwPY;6NZv+yNPk2%Stx9ZGA*xlE-@hZ&%*`y4QG z&Q>S6InaJeGH*C`El_Q~&Xi(|Nh)-uma@!cI!Kw#D_RZEEC}dS4rqWVvFm!>5E%yo z0yNN83_t)JV}q(9pejuqsM@4%%XsC4Vc3voro383wPlgfgJy)-t&TT0%)!}*es#FL z61Nz-ygCyXgutCqh>IvWT0m1ExB2iY1QwvwpAXy9DmBNb#GCblc{&0pr;xU%KFwXA zdN`Va8Ke{shrNk8BPEpviOgF70wM=zWQX9|fY2C`5C9AvIC*Q$>~3?67~Ksp8wE~1 zV35|#r8OU~5B0F~Wwc1d5ea2~lwHf_n;t!YB6N(w7^y>!XmhYC)ubU!SbH&3biyKAhgq{f58+pe}{HQ9|+#mTE*!4RWZpb}~aa#!4i9_n=GJ+{HXdSyQ&4bQFq({S(pgQrhF*{s*d!SnFeTkk*p@~0Ky^yKZs_2nE7b1iNL1RPkuM%gOZ zUAY^V>LCyS1fuiPv*T{pR8kIBO;zfoh+IV#jUxrbp-WI^H_)QS9(xQaG&44w#V8V! zYpqNuqAG@DAq0!bJRFYWm(RZZ^z)Cq)77i%=f}hK#r@NFKm7Lo=4G1~YuXxeATker zCuT=S0CZ4MVhD(S*AZ}ILN#zxj>rLGAG_7M8#Y=&bQzDc86$RmcTSkBB@T&`Up#oU z%wsLfvcEwH#4AOo?a6q1d8{}uCQ2b^$`X3hd3GQm20;@>yNg-|2Q+hV=iE7%N<(uO zb!KadMo4TB%nXp71Vf+@)XYqzlr~pJIN5F%r)e_W3(gB!&C*zXK+nV=R0$|x+s{|nxLEo0foEp@*%w66>=z|{&IZ}3q){3>lhE>KmY^BzzEyM~Y zWg5Y;7H}$cQBHh%{*A-o83nAZq|~Vz#{iB}6>-Qbns?6wM-lCFw@779yX#lrs^(1K zZ7yY$c@$C(0GzL`ULJSXtxdH_nP=Bp>oKGidHC|#Pv`M~#D({063F^4bX_QmZqFaf z>_bmi<8u=S#3nwMniv7h0B&z?hMa(aklk(QvYB!Sf%!02(B_0=navFeA|nFUra3Vh zC~AtKHKhO{u!xy>jAQ^2Va*&61JUmKM$L|8diK>bRZ{h*m;WWy+7^dEP3_LC5dt}& z1Kf260mI#0*Z{Q@gS%WDAR>!6RekaFi^m^+f4ey=CC|$N5mFwAf@@^#2@)U?>B;6~ z+}xX|S&EPc4mq&J)Zbq3ruz@(xtSqAU{0a)RvIX(AOY3dA^;$n5duo&5)VfP35i0=E{bG2pNP>QH@&j+C){0cvEj`0uBrg zs!}zo5F5em?e&5T-6><&jgVsIpiARG`>O9gg-Ko)H_ zGz)16ed4$(wMItj7=oQXcs+G%INn6U+NPL0Nc}P|NQfcCygD97xRI&GdpU+S{o zU0Ex7_hbPAIy0D<-{GK|jjf(uYzS<>lp>|;;<79;W zO=w-N4x8ab=9{NK`_rpWe)8zig*&@BP@ovoDrjr%xBwz}R5OBRU?hqVsu@KfLc2>% zBXeYEf?Y5`2Lm?~2`R;tM5N8tV>DGnj9p^%emg+U;20iV_%+lYzbNcHm)YtR7|ARI@M)X(W(j@ z>Nty5AWSK{M_{aA8aqs#g$PKjQ9&sL^t*l>*ZIm@U7x&OOEWidL-3S%8mrertl|(t zpSIgFFKQJ+0Or_r&1IO?>FP00BX@HB&W5WHeI*QgVt2=;o$IfiZ=k zVo0Fvj^pNc`p0+QeAiq1;>n9)wf)8izaFuE_2l!z&E+uA(C3@$GLG7J31|#VA%>V^ zZ5|X1kbs>6ses!ZlM3z}+<>m;a;NiZ;trqx_y={|XM$Dqr7eJDW*msvLa>vr+l#8T z!3uIF%k_T|+lfBNLpp9Qz4FTOfVw{txW-p4L!QBDz}fZi>2Ro%Q*0tms? zhyhKKo8QI$kiePlnhDkf+&Pe$`JF7hk0=%x34;TL$d*FxJ4_upK$>EoTi3N$FT|CI zkptv}cR$t@)exGmB4VHsdF7;vjw$uhd1W{@okcQ(RqT2em1ovw~p2pbqMoV1E+rbkN`oe!8|PoEh7>4 z!+EnQ5y@ydt&Z2bkV4Mu7}wM7B|*wDtk;{RGy~_@Nu6Bg7oYzWq=Fd@n>vlT?+?>0 zU>8y-WsHc!`ou|t*)&e$(i{-XA|UXc*a$8jymq*`q`;0|<<973smnQa^R(+ba`oC4 zx_cJI-Assdxg$Iy6Y`yTOYQ9B{L#ZVKKc2NTWe>h7p*Sb$KCBT^k?@UoPYk+XDQIb z*I(h z3NZsiPD$2kwb@d&H3Uaw2Ua&GZu8yB0gDQx4Ym>RAep8n!hOQuP9ua`iyj!2{TMNe#1d3FGPK!xBa+4Oi zuv+_EPy`V|h+>NPuh_r+YH144m_3AkS(e!4070k2H1GONpgzUCN)SafG0gQy26a5H zR%g(AJiRYQGVZC4gn5w)OG9H&*qofcdU1oB?QpWCyeeZAEkl=LOs&n``ivZ;EWmS4 zgDX9_cypN#9Ma+TvW>^H^Vj43yt{rfjfc~Vv#E`T>nmO4FkTWvL=NBtju}IWUYy(n zj11?)UPY7v9l!r)|Mkn~m(M@>A&`Jg86C{P0T|VcktiY|su>3|b!m=d-~?ta%rXA> zM?Yw?oIQH<&Ij-Q^MCSBnztO&w|?pSPoI36yG~Xx*8TlQ=jRU|TwT9xCK+QZEnovD zaszcRF~Ym+Fc2aEAtE3WyQ?(yei&T!_y6&K@#ZglFP&}>BY97uPMklaq49*3Mf>~?-GeM#VBs5b2(_t zYjr{5ZWuTuwNjQHwi;rvHUlT_hvVgCH}t0$k8BS*O{Zt~u3kNjh|74(-P*9kv$a(S z8av!5aDZ^wUmJL7i@8#@)%wJl#{F%d5+TpWTad+Sqa36)(58CYng;gm=}8T=d+~)R zFsRFNee+qHYHQ+%NT!OMd73IA1@IgLQ&iD$9s|HM9lI`uV1V$GpZsAPmp-GJs%q|o zQ*c#pm6;gG+}$uoW+o57!R}Zf)+i?~^Zxwg-ZJ9$7Uh1wvH=Byx0eVo#wCmuRj0jVH^nr5moi+^A{B( zK&NGbn4FC{ny{J}0THM+RYOdse1}10A~18ZJBk+&0+{0+)*2`VGe$;a7eF&0!oU$g z%?yGQBOc-5znyA=Y) zj$I2jiyRy|b*ujLK^teVa+bH(S1-t0jG->0tCqH)8JGeQfVk(wejfsw`|~G1U-mbx z%zfyS76-_w(`6S^G+D~=SdROYXkI3VI`41uYCH62sgKWp{wFioqYu87Y;(N1T*_=} z#1@C1L&Vf0>b&f99>?W4*D2e(>oj`kjkBq z%~C)b7?vc?U0SpWdq@G^V zHnO}~5oRU>4? zmtTF-=Zm5a%z^#h{dYL@&!7H0F!V#uDctNE1@Cf3b>@I6q^`HA4r#qg!{?uW1cosN zCs~#nV~p``jm75|Cx^qqpb`*<>|lYdHbvBawK?v!-{jgFqnZIRnt2Y<)G2T`M3*_= zh4ID65fEbxXBQ`{)oJS2yPI1Ecgm$$Q4j?;ep(|`Gc=`f%CFaBrmeB;~J6ca@3 z0(Gv`CIm&mIi5+YK-$moWywk&fkO;l=` zWSUx8S{oJA2@w%vUn4CPaJ_|)hysS>4rDy!zR3g#q53k<)t!J*t;vjN1QgiYbSupb zFoX;a5xGI55P@Sv3IPFw#{?!ZZ)Ld&45KVDcPaM6#de%_h7wYI{^B#Sdj9A&UFI|l zAgE$)lfx2X?A99yw7hMz=yXSCD9zk7($_Wake1eLET{MGEyrU3F3W6$N&tCnn7tOLM_}HZ zKDv4S@ig748DWy8=0ps#-`}`|*mbo`=$g0Nd+WE4m$#Cps)y6<#dJ6rp)9n&eoB!p z&hMx7HdZ+to}b=dxj7-E4w2Cu=4mSR**qNxT~K-?Dq3Ax2A4Dfx!%jm{zOxI32V)0!AiL0s49z)I@>q2895C zt;yxH=Rf>sfB)j~hd=zCe^lpVmj?uxYw2@bZZ3cR#mDE5AOEGl{x^@)^26WzM~A0h zrNC{T5V$OhCqp6;wH!YF;;ZlM_V?D=mRkj((1l11O}%ko5NxJIIF~5~KzB#1t%ZOf z749rFVj%98zzjkl%I3|?krOJI3#Y7FzwXPRgMBUBwpL9+8?+*f(684n27t)Uf!xIb zjG`m^QrLl7jgbO}7)Z4OqFHV8tmvlA+pKMFI;%^u<{TW`0$u{nV25#R{kp^KCJ5%b zs2toe#jHkg)n{XZpv;!Ddm`izf*IS_)Ij6hPq%vm-=05~RzQ$=W3C*JrgGe0WgzA> zj=Q+-&}iIWQ;48rN*Sf4oKDUk#V(5}g|vHh?aO?1{cKoo`r*t7Q`d{@y~l4K_tz)) zPF{X><6<-I9n2kD8Pkwf!}jp(MK~*`=Wo-6Ios9qr|Xlm$Qe|YW#=L$8bcIqF(wrS z@)XdVq}C?jfq<3F&;iIp4Cok`m^$%Vw2Ju9r&_d01;;WMabxBH5EG)ayS7P)$pe`K zAt-1AJWh7DU6mu4QH&56OBwI2PadCb=H=#ayO2=;Tjmmo30<3nK&?RlCPH+zS_=U> z8lbxaGu^cU{4Q{BKwlSbDLBcz{O;fX&)@y__rY3Bi4e@8BR=kKMdAB@?zey8U;oRC zwmLd+0 z536ETWMv6x#*Xz^uv_C3LtxbeUZg+s1`yp)4 zA3uES>WhyPb)Y(y+ti=#_q+A5diB|-%&^-Z+Pt7Egiy*n9}Y2Pj{V_g2PoJMu5Eq# zh_pp!XL9p-+L=mGAwUplr7<}Ih&cpsFeZ0%bs-3D284a?)+c9WJ|dYFQBwrtfK9bq zhgL|Q5W-Z7y8}Q!guYuXhh=|z9h~;J+G-`Dg{Irx&vTbc zDUTn$x0X^hk=L~4%aV1qm&td z5JF1Xi5fZ<|Ki6#`LF)7|MYMDt^ZBxE+}=@8l}SQim0tpAca{3NDM>`3?1A66ttSC z6CxoHIT1TWLjWc~HYacg4{nHr;Km%Zh*ona17{~O!aFCFnu$tqKm#H%1HJ=I61XEG z2LcSJj;KYYD%8@Jr8NU-zSK6WDj0JYC{#w1xlk&NHFvcxIrXA8%V-SE0n)}pE{7SA zLM!E{QiZ%k`;6BzWeD5>{DJ~?@Cd2_ixUK!JHa!!a1Xc;FIo5wkK+vDMoVm20;4p_sm zIdKin-mOk89Gf@h)TVMlT!!$P_j0~IA zDu%G%AKkrHY1M|+X{+N@CnNyirbc2;m6>AnMx$Y02{O}J?FYZ^FxgUP(zxy}d{?_+jJpc0L zAN=0ufAag~@@0sOUDuBLNa=W(t+v1n(yB^Gy=iHPo6Un~U%dG7XFvP)H^0kyWx>3( zkU4s^WsmCQv>f(?QN_X04AIRL2w6=TFvchbcappa2o#uuI|I0?5E3bw38#zzjGZ(^ zwm==k0I1*qCIY5tF=qf&t$^SPXdKxo26I4Bpr+nLtg4mfO|Uke=5jbJqK+7P0zp|Q zj=&Qx;I15-Yoa{uc2yWnmvRZQcLY)AMjiA*0HMoq4IV@qLI!Ac98+MG2GY8)F|-i5 z)SSDdhTxF9Z5wY(s{{cxQ*_m;(lkX(X|-AtG1#$+QlD2j+|;>+aDBMJoZ7sUI&HVx zm(RZH`VJl9YE8M@zj`I}VX=a`uv04zYcx|-TX1B7)aTGenQH91&BJ$^6bz{>M+V4D zl`JA5v9x-;-AmQxMo2D5j79)y7^j1QMMgl6>}kl-=3%qKJ13AW>}n3ouo_k==7a7P z!&D|Wh|yXpfJo-(NJwI6OUvYaTAgm!-4L#KFMspT{P}-)^VP$L7gxJmS8=85ufE#d zUIB#ZFxdjcfa0TA$`}xwi5TGyQ42(Tw*|PMnNe(B%%cXv1YzxyBm?eWEnWq$~PP9HqZ!wHnR-rjWUZ8vPkaSsU63_#44>%wT5 z;p)}ZfAV+!&iDT8pZj{bDMKQG6iH}eDm0&+8U<))fBpPby^?XEc_qpeCy z9hj6-=Vh4!a7Es1&wK_K0t4r{EhELSl(`$2LNepk>eO5#hgwS4ZR!+6B`}w{bgLXW z%l;ZtzIXQexJa3=Sta)?fpQ$L)2c^a9j;$RYqpHbbXE2@ckI`Y`(o;~q?E|dGFvML z1<$KkONlYod0xe?-}ZCcm1QzFU9RTEIH#1hI*uvl{j|(;4LKc;1qjw1g@o-`9h}J{ z0rjDkqt^BGsiTg1C@7$XMDKdNxO>2$bUbo79wPN7SX_-pyRXr|tq*X3}tRG`kam@bKv z1V;)vP@g+dQ40jf#DGj_ASL9ULIxp{U0o&$Irb}1zkT^+G3ZuZ?9cXxOPt5?`ej@X zJZOwLNC(^g?9KPf{&>84Qp&tqZK9H=Zg_YhMdfeIbn(MGyHEYYVq+pz| ziDV9-ghb%2HVuq-+yi735$1p)C^|C&;?Q-aEIFrbT!FQlo8#-R+w;q-U;oX2`=dYo z0mtFq*~3yk#~e}&Q*CN6>!M2q#K^I!2S(B+jzElXr{4oGM+J(3+~n@92nYon5%0K5 zRpofxuh#b%^Z6U^&E+7it-GO4)5*iPE*`x`LTP)l`|=~L`;*sS+ivp1Z5Y1u?$Z}9 zpFaIOq)w%nG=QjRx8qfeVJ-3VPkz?aQXmfrx=nB>Gf>3jIJwehgQ<9#tu|}oWiia9 zHX{6*^ACk4zLBO@wk3^C@;;7%}uNKD)d7>D3c-2|Z`#h4fooIw@p`1M)H zs;Sx3%3)ciDy6omwpuDUWx|fVI!H)2Rz`rM8n{5W^2Nl*TAR6~VNgTUFmwaBJ831r zxK&Fb2F0S99Vn)#3fZEz68k|Ea_-u+IBH0JnHPt~LIk`VZv{P{bQHSkw>iYt#7**c z<;v*GG))r}6b%@*_us_Kn~TTuarROSYEfI3BL&X+bS?!&jJ2~o#BNF{^bcwo$q4~# zozwb^9B=oZI)DfwU>Hv4>*uvDhs)>a)W&Cw?g5w5SYX}tH^YKJbCbL9m;eEIt!`K>+MCI_RBJb7)-qj zkr7{ic)m*cSv#8JxGeK@wL8A};QjBFc?^k*7J)d=b7ZP!Vco&3O;u2XsnVT!h4Iej zV*tny!E=bU8n`h-AQZ-~>ydo(@HI2NeDe9D-+2G~f8{?&{jlt>9=`riD~3ea_t@sl z-8>$ypM1oT*Jqo1t3E^Odj8&rA6`9wQnbd10KtI)5UE?11Bd<1)$OaRSMkw1;ZA$d z$6<3%OLN$D#zr*rgfWYVObb$yc`oj3q03p_3^avYnlS<+iJA#GK_Fm?1PCsz)|di@ z0LaLgBi*HR2^t$nRUis60}*PudskEiz^nTrTCL4CmpU!esA4&;ma&P4qsm_EWGd84 zpxPw2#ab~6{rX}oM}vr*h@hAP5H=8m6hb042T)uMgS)jdBY0^=%N!xNQMJlI=n$wu z$4b=nnBzb=Y&Y9QC8C^eU%TDkNGUolRcpUGTSHd&+yyUXoc6(?EoC`eCk|7&+bDM) zbIe`Y@1f4TT3J=lQf1b*=rl`NRP5y9(LCOwOEpU|aO#F`8&hhn;Ci!x2e-G+Q|K1B z;t=-734#mi)pSrJ5=V!eF$#dw`Qyjqe0cokJ1;)_thHseUOR}PQw$lf)dd2^7*(43 zG#?rRbg45_aaVF^XyiDxtLa(pBO#k;GYLqcw43QLO^~shr*d=q{D(ido*OiT=dYeT zd-38p&BtlKs33X_Av2E%jRBd00RTC|-Gh%^3bo0dnyb`u7qu~SPN8GyH!Di%?7^e1 z8?@Hz=U=3g?d$J;=luN-&)|L3ngc+Wurje@6`Apq$Tz?T%N z>g=S%BC0Nl0|JOvw?*2*M1f<5K#oNVd3Fx~5#^5X&f0`1+Z~Zq4Daky*4!$fBcRlY zV%%0*DacZK}$KkXs$A}o(F%pDjoCviW*7MRr%qga(OE<(i6&zME#?ZyiyW88HV>0ZZ z^QDy9N)uT`8Uf^-aT8N+(=Bg?_2#rrN3E02*9ihP8E=oL7Z;qtRm*s(R-1YrI>zpJ zxXG)N*wKEs>$cl@U)TMqs--^06vq8!TCMui`~BJZkT>2$TEPHT_Zj(c*eU1=sV7K? z5XcAsJR*U*GzpOiy@_;rHSVvS=8!bTSZAr;2ne0PF(9|O=FPV0qPma*BCA+%+;m}9 zuPQFik<^t#n8#@~^o-0D+%{Lo}?nx-=C zm;G*hbvWF#X#oXhJ}&d_=6ZGsCo4;#k`Upvf2Ceh8YrxaY3exSZkbBQIj-+PTL`?i zY3Nh8J(=rVjt65L`lJ!YWiQ^G91~-$>lDUmm-0zjikZygWO|!YY`g2cMu;)w+@;={ zw(-agD4Gz#Du7o-nDMnUOc$ip0zT?o^#&Vi_eIiIUQa;4HQNk#y(Y!lipU%zkK^3+8v*w=lN%V` z#TY0CPOMU=@iK5u;pAlV5ZTC^9CbK5N02tojwz&UFfyuWV?YxR890+Ew${uoA#y~y zLmEbpF_oot35@VKUIS7$geT9wEX^_w9C3epH6G_gNtc4|F6P7>`&Hh)kXuYZNZ~I0 zlX7lV%)wC6k>VX6O08)$FfOF zAN}Oj$3OG=_Tigv9bP@TcM{(`-@bXe*5eJknRpZV;F}*lKTJRV><7)!jbe&s#mrF% zg49~Z+vN}c+kf)zx4!%4TOSUocU4365FA4Y8B+=^r#|O7mJ*Md>oS43sv%=@adS7T z)fgQZGXtvYTp2@a7CA7Y+hWC;5R@G;<0@AfZO>s4Lm zxgPqn6Xs6l(#m{2eFaWeyX(X5+6_yYnS(URc{qRg_~nb|tr@wYp`&3WFk@s0Y^^c2 zWq+U?DaII}Uk~nHThUet0}^ly%d~JLcO-HZF~yYnWo&lG#|_TNwWxlLc6Jk0elBm1$B50UZDw@c!8f!BQkQGGV(;8mg<(Qe%H{daV6_@n8SHFOQeCsuM7iHbWx}occa>UDtK1)AP5#`HTPk|L}kE z=IbAztJMXprlB_{(_(dTF_{l-I!G(Ew0XL%Wofl(F+vb&=<47pvZ`d_6!IOjJyJ*v zIWqxBX&8t(IuJQ%Q6Qv_-Jz5st<24@mt|M>FJ8Xb-&_X{&2`^&@t}rvUcUV44-A@h z-PzmktR6hlQesSwEOl0<&}~E*A$y&wFDY!QNs2_F6IFC_*U*72qZN@xsgJ5|Ze5ot zuxTsW5Hmtd;7aZYwOI=0?oyS+39XTA`g27xDWY{&%ZQA)=x9w-$IRP~I<+EomI6(e zvy1!l;jqkm8;^&ZR}?5y_JADIsy~rd_D?Pj8Wmj3kq;c#4atFT?w@j8X!@bblU zyXPE4jgUlS$o(u0T1y;ELDT|+lSgKA!9Zl#Cq^J~!pI>(pAr#QRWhHa1B8%s-{!@% zI+z;}f&-a>yPA75=rcv8c@$(a_wBkP=S{b||KJ{`e0}+B+K-~z4PhLQt8RUJeSH1B zZ`Pu1yngla78CZX)Jj`g1H^zFz?}o!kv0v%(AAs(*$B`9Aa(h**WbB*^3~a+x8C^X zFTVcXw*qxRe6;3P>a^H&I38|XF@+VUeEIy#a`P;cef!-vUq8J_ZFB^&9!X*kdRT1Q z-P`oP_`wJN{72WOTFsldiKhU8td=RRIukuUd;ZaG`ke=l{@Q=|zw9Xir`Tl&21E#i z90>?Qrrc+dzO|vO>NLsRb~k&G1>9U!q-j|I$P+Zx+T2L{Oxabt+i>MmT^+O9r=(ZXpc)dRO;A3gl)U z2!RPyJ%)hjs_v$MzyXnnh=6^+e|2&H!H2*37tddRW7V%ux99UTKYQ`~=JGfn53rQu z?aMrDt;+4?XKjDD_uBn;zwyp%_qI@Ht(8EDu-1{8PPXe>VIE)n*}weTU%tBh^yw!i zR*Rsas)ZQAa6a5r3<()i{`jMxTwc96-#%FNSsjtkR2-Dh14WN30D>r?w`42MyOzd0 z^z&g~$1+X(*mZT8+fo}EM=YYH9R*-gZ%$}Vpg|N|&=r_Wkf3i(s}^y)ZEaE8&sr2U z4whgyUTe9XT1AdaS*G0$8n_vl&&T=d`LhR`E!WKAhOXokDRVM#bw^|bNQ}$UtV{xP zNF5rth9*dk7y(0AX2%eS7~GMF)SK0=AACl$r5z6moG^=p9D@kVWhMkw1!N}5v1e&R z-&L7oh=DtfYe-S0p<^7@A^3j2jevw`tthO{-gxhL`K&ID+Uy2qGsa88VBn_@Uzc)- z!x=zNv8qUuW1Yuk+!1k^6+sPv!IxT0?}|tOYJ|34t=;Z43azyo6MMCyB_O$IN-@OM zJdF;%7`kHS>}}57+2-`@`o+sK&CFRyr3oXN8K4E?G6Obo+j-HVON#OJhYy~~Cy*`Cxo zs+9g@`|hv&*~i~_Z@pgkG3^gGH@7#tn-`nSX4S>{W?zmcVY9xh`vBUbZj5SR(TRI4{w_Rl`~ z`Tyx z&hu23avZ0sbuP8bd2Vj4r9>&kI}{NHZVHUzNK>gr>tQJsd{JHIdRS^J^D-T#!!4(Q ztS$4d9&faXsf)v~+1@+9Z}Swnx12fj8KGJgP!e}H4568&oVt|iap#3{7pU(6LfP*C z6k|-oDi3P`Q?XT-kT7-~N>g*7xH)?~&pUH77hs@>MBYlZCSlugT<=~z-JWOed&AHc z?S>Oh>uRFnEEaQ~>&O`UlyjHRn=A{a!QDbifvn9-x4kE_QkmyvWD2|qusFyxmi_wT zewSC5pTF2WeIlhGAQLdKfg3u8s8W&L!8xF+ANPmIoVt)Xp;|QM98C$BV;{|`BT>w% z3yE>)R;$y)cu9FNx!oTQM<>kdRp376Oc7V>3uYz4j(ApU0O1?o`qnbF%U54no$q$NA@KI>w7Y)~ zs_5J(=F>;7zy9HeqNP<{=Ht!vjkpc#emNd5pZr{Rx8wC~o3FZ#?mvF(^>2Lp!S*yx zx9fFSngWmDSjYXUAIuvVZilU1oG#Py&F_Br^N&8d{o#$F8{PFW!Ms^BK&qxt=KZS| zhwIDJ)BFGOcmL6wZ@kYKQs~hNsJ5j6GPpA$AQKWsKnmWRfr0Qeua{+Pb>h{K$7$K` z0qpW-Q3uDicxmMrGUXEJF5(eGRbVtHTEv!lE=?BE{WPoNG|zRpIqYwl*&Qjw&B=-F zmo9a!h-z!|^yH^Mb*W+9pMCS2rw`u-pgwm^teSAntre|vol}Sy`(#?8S%+MuaSTlr z!0SA!Q|dDjSgUQW&ZLBB5CYyFZXF@S+?EoVbe2-)7}n|njTDxCeG*b1^LjqcwbcfS zfl^wRT3jTuuX10CgP9yBQR%lAWjWMk2c|MkR*HssI6vPV#G#;4xxEEY(FII(%2h%~ zbT9;9HA{(Hkku)OAs}VIWUKarM2Vn za+zkp5InEDzAObuQ@|!_iXk8wnNZ&c4x60PQm!0fF7=bIo{nV-F$NCDc8eYaJS9PO zF};5NT;v4@b@Xf+BwA?#t`5O4#FMi(f8m4tr+@h5XMdatA%r)-`3q+c-@cizd080w z^wHyo@4mmEr;PaOctEn0GK#)>@^pW5>*KiG>|mKs)~DM?_rLMYZ$EzPgAJth?upNr zguz+`R}m#%z$9%NZLPLiy_Qny4qW@y$@cyu z&aq9cN}0xe6(J@zuZM};)oQ)H;fL?2L#x8vX(R(6IF4m8 zX$TlOp-~LMMWi)#r5FsrnxmVB7*`wO04m*fEz2l%$=hwcS}1VnR}PxGkW-$=nN&cW z)Y8DsFc0g9+NOPTc5`j>asNWxj9jL%&nxV(O@+Ex%wVzg=Io#iG;&o@UEO=UXo1wb ziyIJ}<8*hEMS)EZ;NOQe?iA2)C zoB>v?Dl*^PHg|9YIo#wfjkf&yul&aE{PW+r9d}ZV8PuHu7&^L$GDWr~wbY;f@gLw_ zoW#q!-}#l*=3WQ}iZCG}+*PDq$gT%+fKrAmhRooN6kk{n^9iO zATh?>JT7$!Qe`$XyS{lLE^0y^W|`Ss8bXTs^g%al)+Z+%lUgIfoRWb#0su5MGjONi zR1f3jlP^~H-=qZYEs!r|#E`0h0lIRRkvU&p-8wdKV>c~A!--UoCe+19jBe9>455#C zrAi!zS`TP7vYQ!!60s>!UL6iM>qvRKF_BVABp%y@siS6x-Bnm`#--$#K}4;UQd0nn z>11_I%n;XQsT6Bi^$48v$vjQF-8GsG+a9_ew6#*^>sQ=&I*-fkPPBm|D(dX!n1*g1 z3z!mtRPaavb$qp3<*2X_gDEhxMKG5{9g?q4H`3g-5rL?v8ya-O)}6`W`tpea2IfYH z6#6uP&#TRFeO*YbOWCEhWsV)?-1Xh++u!=`fBU;H08`Pbj$KN;n3MyrVsN;5@yvjb z5gUE+J&+c8EK6qo5&pXN*mD5QK7s@p5juZ(na5M@O zspo!ud-)OzL}5ND3BW%n2Dn~!Ld!*3IV3vKmFwM|Lgzx z|FBt|fA9O>{gv+0?f{Ygh0Vj@%Y*E zI%E^-eQD&PdpIIRFCowW<5qnm}6=T1cyIxVP*M-UMO@hK{bP?iS)YaCRh$ z$=tw-X|0Gd?is*=TpK|;yLZtJ`+`g2fUJTZFqi4TOx^l~ht&|bsoT{3b>KD7WKvJh zPwMet(jX)e1NG1kCLnE&u8vr&HPBW{$^k>ltMfV?wN+$y)-FeFW-cKH)tWQ705Lis z60TQ+R?RU9G$f>y7i;V73Y@0HA*D{$=kb;UrI5&4Yt|eX77@$dL$#2o3%r!tulmx8 zm>rKhbdN0VQkw_D2%J)9s?T1$oQfz_&Lq|LFJJWA^X3?6)l4u7gCZfQ-CSRa*={~6 zlA2kop_Z9RG4aE44;sAJ;N7cJYh^RJkG9!HT>QDahKUlBMe*S~sxj4J`#^Vn# z5E*&!yy}QzE9%w=wAI4Q;Hi}n8AHF$?&i8$aa?sUj=gya32KGZhqcHuiZnSAM|P2% zH=*xVwGqdD7~EUPiDHMGkhst5YK#aWqNo$|U7Q?1$?5I{f4q5l?}P8wRw-l#tg4~~ zS&4gD#INW+}4EjmxkcWF0fQS*Y)O`KD9LqbGRj^L<_6+%quv>L4+p4IJ% z1GKVWi~)l!OH7NX1q$QMOSN`#`mim>YIEMMltNhwQCOq|rodFOFeZ*^nJ-t{v-Qcz z?&aro+{La#H*8kt{j|Gjb_eIiyGg zhQ!Pig4a5txk@{>8koQY&1$I+9)GYLcJp*&iV zF155*mw&JtVnS}q9AkHS|9p2mI9e@}xLdUlNvo;=hyG->oo;VMn>OHpVYS{Yhhv>@ zxR?I^!(oUy4ntbabem(SW#r5^*N4-y2h*!3$7i3#x87>|v0m*qeSGlR>yO@ecz*GE zqTEw(ZGkF6UZiqNzCMYk=lRgfa+}qiDFnuBgjlO_>Q^04udaritlj+jcYoex?9J&uR6%!NZM)4E?LLXlQ&p%_s?MRQJ~RR9C^Owjj( zNtLlg#u$T|++l(gJtV@Wgrw^8< z-;CF{tIb)1xmk0#^FJ%J>SPWOoJ*Od){wG^Xi<|J58eK#po}iF<9eh;bsS$1cRhD#g&Iak_m;u(Z@GdR}cfrZygryH}_V zIzd%&!Qenn2uwk>xd780L&1lh*F!%Zt{6phiQK6!Rm4q9Y9EJt(e(p^^A!u91>rzaO7hT7W3>T1OtDMm`cA;-hKYXYs* z+U<_FFG{;T?&4{ni+ij0-g^7N#e>zVr@(;&0|E`|g3cVGfeSfx8`l^Zkenil&S*4_ zC9it$Ht*-t(~GP9?&a0z4_|xd-g;ObJa~F}UE0FI9Kh`ERt)Y~MRR18;-G3}DI<>Y zKmU*a&TH@e+OkZ4@vr>l_uu^>4_()FvdkjKz#OTgoDqp>UCM~A4H}WEHFtI?P)D}f zMYfngYH`UiK_I)66$=7!WDc2}IpQh+(Vd!BXx@!hm)vzBPzH{vU&fgNf@?%4bOV#| zczFKhy|-UiGNNiGoHtq(v~@#YrAjL%H2}6+fY2y#PRCXtn5lWKKpfV&OzObZ7SP!V z5o4K~0;Qa_l*C!*a$H{at4*2b5QsoseVJ>w%3a?<7m@Jl#k19R)7so>(ZLLzbf$vq zw0`yFmz0B8wPn|_&bODqOfjv~$$oz$Q(5*$t4mp$3%E6}t*Ui_)D_*eIj79%4uVYc z;W{`_j81{NmCaL(+-=XwH2cz0igljbEI@z`%`oR|W@L=$fpuO+cBBy1p}C@aB5-si zV7x1O#E=TG_We3SUT^xx4_^Q1$A5BmcJ}o4#VY30^KC7oi_PQA7@7%+3j$~4Aj>oo zv6_g083pcAe|`aRAd83HO;c#&afhug({i|+Z?7GJAm6@x!q)oX?EcyPH{W_=v%WYT z`gQIiMfVmlg}{yh+?fF&0suh7i`P%zo#fTe9OlpgR!lMTy$w>W)6{RWl5AG}i|1aB zhi|?2-s#!BH@+dCe*DQ-Prod>00(#1wp0N}G*<`Zoa_G0sWm?81 zG*!{&%!ydb0uGB*a}S}5DfQ{zesiziKK!je|8M5JIqvqC&prc{-K!TjuRe|D;+&A} zI2)FR1vqGc7|#3858i^*CK2S_~Om)p76h5pqAOn$@z~nG&&J z3@VD&L}Xr$4k9Y5%|#rL*+mqX-O<6(jRW6>Cj%oIiJOQrvn%wB$J?8n!cq&CG>)QVcQXE~P|7=8ZYk(vUQUD9u-!4lVC@*O6J>-N;orp+%yIv~UXj#e>(+Hm}`Y zeQ|qx6S{lN`}KA&Up|}m`w-cxg#bCHx4-?(H{N{bbbFR4^@+QXnMoQl1NfcF5{ZgC z0|YaIoPBcw$1`6VW!hXkI_$>d{xU}Da%W&{5UFj~=WIMpSKoO3!JmHg?2Xqh-hAV= zKl-CTxH%lEdrAm*NFwvriW8|dAgi)~^KN&ujN{GcA78!v5*^n=|K0C>_uUV_v)!IV ziZS&}3>;0ZHZMh(4N2XL*@&QM4Mm2C=&;$uS{G3t_Xo}?rl8{@bpoe(91St|IrkwC zYvdSxn}Ooy^soH&zxfM)_Akt}5>jI7WB0{Re*Sm=pZ^!<^6g*$E9;BbKK=5i$K|O- zL=7b3SytO^Ig}KCxp$*C@*_sp@kV_E6} zMTuxU?AP}n^rt7`%J;jct;~S}v7kCfc84wiA%R0{j_hU?5c@7sU?YLR?q*&oQ(mnS zn43g~VRIrPY{Y?b ziBQa(C{TpqJUskh`h47Uxf~~U@4FLkONwhLbs3AfUTo4hji;+z+W78k4?ce~N!AZP z{NP{w$se-{IFchGxw&A2V(wDw#38h)O#5AH^E@y8>7#jnxO)2O5C6q~^Q(XE-}ufi z|JuWQkMG}mt?K~=s|Es@Canu~YfRYM(s4RY zBRI8X>|@`Kw`nu1hl`X?J(w<2;tZMVGzMqTx*U(vMv-MZteqH`K)uxifLc?JtDDPL zY!yk;uwHL2u3rf(C2>ldp;fth_NDB`6qD*;wGsjZRBS~c}qR6-ZW+Zzx)944Yj%I4Tmy-cz+WL=*;I5~eb9&X0*)>?CM6GZ|d6af%) ztdTLLb*N=56@#PE>u-Jd?9+d6|K2zEHwTQ>Ic6Htur5t~J`!R#WMhck{mb36ZH|~u z&2|C7kyY+&*c!_10p|JX$3J`Y+Ba^#{A|`a$8`JZiR^CY!+yOzdGOk64_^v$VNC%{NvkXEJNK?{Xj9ZD1S6 zdUkdOS4a0b8W%Zy`&;k*;DuG^>;ahS{7N3({yCU=5(_^TwPxs4>uMO)DO2e@4o%b4?g_vT#x3u z>ib%cWf?st%=)Xp^_!0Ia5z-(i`VY`TmRnQnoZ}jtUi16#g{*wmq`TzA&3hoT2qvO z(WE&Ws4*gO03tUHy@!Mx;CP&?3IN0y88c%-$`qm~YTc2tBZpxlWn$2Byp1u3)&it{ zI70M^H_BbDVx^FRGTVVmpcNsqA_%0$IBPb zSF26R86y)y=t5m)j@+ew#0ddJ#3Y2k%_K$y&HzyXs+BLFej>Gm7*gyHhnFF=n5cj` zQEL^E$OXmXimxtTwj%6tsnyXaF(8DpyV)y^~-1X z?qA%yI6pfdLW~$vO2h#b2#}BiCuA2hcVcF#mN+$O<`_cib0!Sn!5N1~Z{L1;y*}&f zaW_Pu5D?9*IJO2->k)Z{t|_#b*zM*wfB9Q~{NpdyIh_pO`SB+o-HrzpB?ASgc$eRc z?o>r?Uw-A0mg984jR<0;fZDV_eEOpweDTviN!@@kz5DGCzw_PSeDdj6s>^TvrN8{% z2fu*5rIo{+b2K1uKV02BfBxn5czeCOy7$iM zd+&c+tdTbYFatG@2&co)<<8wEXHa4u>M>MR2Q*cV z1OOrx6eA_Ni#;M5fjHPK)g*QoY)#ti&enoQ&Z~8Wig|_B>i%YZdcRe%);O&Cq1)eH zAx0pQro@C^o`3l>GfAGUN!?#AhwC<%V79ax;+*qPgsY7n0*5#sZ+$9O#_LI>sgVP~ zkU|>LaXJRmKq190^z6_ODGZ4@R){sjc$;II~=gs=&<~FzqG+SEd@oe)TZ1m;T)v&sF^3_)y48X_`fARhMtFw!kH#x>; ztqVz(X>)e|);GWX@bNdg)OR6m`aV*OA#|$^L3U)3Lg;~`xDbGub6`_MWKmUzzFRd_ zj&WJ05G+Ww=U(w=^P;E4FDi6!}i|k z`Y|~2CjSS2>wkU!?2W^;SFaIBYY81ae)C=OkYi|~?uN)k7BD~oBy->xLR*$nj`O@c zfBwu?`SjwgGVV{d!&0QQ8Qo5X^}5?EWh&B;J3!zNmtwc$QEYJ{qWt3dSHJta|9LBW zioNHK!`h_9b#KeGOpC`Z_nX$r-737v!3YDcL5(;D0st|lvfF27?AFzdzfLH~b~wAa z`aFb4l(jk9k~p<#LM!TsWahpW!Ku~61$F6(Y+P{)DQz_j*;5pXs&2om)$BOHHFqB_3M;#n{Lu@GTt6J=+Jkj zT3b#1N<;xgQHh7>IE{sa^l^1uMg-Jmxre3I2%KV9&2zu%(#hqsFJ6CZJsSFFFGN+tZk++H0V?9vJ5lor_2X~ACk@(Im3Bk~U0y(NkBd~x( zq4)F0eVfLcp8&+`m&cRSt{b+;Lmh8+sgsn44o`@d5Ldlm9?M~!V@DJa$}*Ze0(L0@LKVM@NPuHo=GG4DetQzncJ;KgG$5NRchs*l(~4kO=XBsaw?!0F zVsDa$A%%E*y@!DASgN0%ZUOS{b~@XhT925e8frs7gO=JqG3yIGz?!W!+H%}j& zF!;KQ9eI~RN}-DxfKk27d+i!W1prW>aA$^bBnNOu7ev(tr~s^Phz6v!&VkALjQ1Yk z&CBC>8zPS5SY=LW2pzgN3IUs;x!18aNjYZ>FQ0t$=yXMZ*Pnfk2*38-?|=T;S6^N} zRh4O)09{?Ifg?Dyt0$l2)pi*#0Sug%r6PIAXvDNSO{e!|nQEQuc=+Kz{RgX)hc4~% z^H1&1|Mr{jee2=lZ&;}|j!QiZ>$5t~6aofT1?B|AFtZS-pZmw z!W^U5S%K84ORF5%y-lUe>KI~7=#bqlrFi?~$?a!Cl^HvzStMDg}taNe~vI z24LW>?%)QVQtZ{NOvkRvbEz4*l>^5ULG`vnD^>xubtmWh2odhr(YXBZ{g;xtUPn6m*tvp)tMlRZ<@)r9BKIF357P{s zC9vndo*xl{Y&TWc$izaF5nMnD~c{i)d)>ji?;=z7_}jU4{jfAe3y_~f%N*|&$#QKdjQgh4VUGI6;1 z*fVf!Yk&q5Vjw^*^&p4!a-Ejt?VC^g<$;)(YpqjYUB|v|n?VM0xNT$Ta4z!hH^2R7 z|M~whpWZhhfNQ$Ziz$OOpEAiUF~eH}q*5AyggF=7*NX#0-w+TYCKR)=X)m!aHz%Q1 z=1JPo_9wTsKRmv8{W`i?e+)+*)Ic|Tl$+aWd3EhJ9ZwusYfI4W{D3;bxz@$WwLi6S zO!RTN_r3~(l;W6?8R{5Wg#ys`k&|Bw`PjU;OOfh1q}d>p%YK&;J$!%!QVE zoNB2|fCN|wD#@JT2}YUVAzX>Yi8C_7k(j65069^>$_P7B%~oSfCvdVYS-(-S;Kc5o=7Y@cChPNpKji~`0+1( zmAl(mrHYgS0n!#D8QT>s)m60<#1bjPlNgHZjlKS*S>)x#E5!KNif4&miYjdy8(~`bzmO*RmvRN=eyU~=Fy*s zY3pmPO%0c&h(P4HY)aMzz%98pl3MBk1h?y@wK6Y9p<8LogrR*Ggl_xIo6j%T_s8SO zcR#=X+D)gsJBO6x3DdoAH22WVr09wWnE{xs7WZIqCIQ1_2EwkZNTS5;e78NG$8ZHL z$Q}^sZJHsWG!&{y?B+f?vr-wM!MvDhVzgSqN15xk`qGwweW=e|h|ETssx$}>p2%D) zRbe?Ur}b$&EQf~=(1&SH%-}MWvbaB-*GB><82#$kNJhm%x@sa=}H%I;M!k9^u?-3t9;C#YmBAUmw_sdGUp~H*y0pWK_2UoqcogCNdjBy70wKAu1UVj$2U*r_-NDM?#pS!N zi{SbEbv-Sf*;wLmQ|9CO;Ui{ZzlM$L`7sg#V~ik73T%bTQhM(NvlQ5M<0KH_);Pm# z?0XmSBq0a}FH>FDwa$|)OC=uL+0+3>FeGZ7mW1FLNgUK(xx(=_9Wc9&O({iYAuv* zLl6|g3FMFd?jPSC?%Fg@g$SfbEu}G0G82HA?z&1n8j+zQW*|VS?t2m?2_Zp5R(6Z9 zt%x{;rEO2=WjUf7L>CbN$n;eA2%cJpo7*??@ykc_90s*b)2WqmVe}}7JxqhCa5fGM zQRIAh_wI0W^OIMniz4+!`}o73{pj{?xj#Q$_Vu^F`>TC-CbDpVoaZGRh!E24b{{C=tqlpOY&q+|XVeX;(7*K0KCQFc8;ZOeX*FXH#KTYjEx>On0b9DgQ zTpx_2wZ-(YZ&pq(#`eIq5`(2ncpqCk&EYwf+8;kIw@V__`M}($6zDXxjy;6Yaa!fJP9c&kpYnf z&;W{5MrUUAl!AzoX2R2QnvkcxJEIYJAReZvwAsC%ujeKW8A-58u|cKq^|}WbAYsTd z7x!gduX^o)b-6iR9)2JqB0L@M&eyB^*sfPKYf=CM5Oi26*!%eA>%U6d!VLkpCtv0= z=puw3d0n>*7KwDaef45pulw~%jDVql$cUbD_u}>4@hDQ#v&b~hCx~bBUd;@tATmV) zGVYgE081&}J5d9X$cPL~D_CL-fJi2baPU@tk2)!pr#UYe-VML@bwZB zR1#D*{W908y9XMR5a9jOyLLRJjxjDe#xzgJkO)aQ-5fvt*-w~#&y|o+nyqfyC#)Wj z83?e<2TKj2)(#Mnq2cLS88|(JB)LuPFjToP60Yki0!lcB5+Dl=)!)0nEOoy;y#JDl z4BLs2k`C>5^i6Fq*rWzT*zTn+~Qz82JM$8 znWk{efXn0kbPVQ+xamHaq(9!TkC(!S`FP6pYOqhsi!j&w2LQfYE`5Eh%-h37id-J< zbvQFA1~XA+CNM&p>uwYn7>)rh8P9HMFjH#0tyi7_1)>L`9B)6}AMaH!Y6fV5#WUGb zhq5%ls4|VdXFAooogZ484yWVT$H&L@+kHDUjEE%WWeFebc|Gq_lVzT-PiFuCz~k{& z`*u2<-hcPtBNO5F<_>`YJapeT$I6h9nF#Rs@Lq(dQ16D%F>WFdGl*!W+h`jk(5&rPiUrdKnW?v37$&}ZpPz%TqLqxz_rp2wJ)Sz64ukRn1JN)G3>+6Hx zub#2KygAVqKYjQ9``YH$Z$Eu`bNu$JZ~pr0-vPq!XMV_|U&h!0!$HTU3CNkY?)$@2 zeu9xX!gX7>ZJVU(P!d@Vr*O#7G%p1*T(~BqMMx7``D&h zA#O&7l(JvXeb>O;d#_`djrsVxPAya1U~Y$@X4e%wd%x;9r;RZN_V3pZU!UK9ee>yO z>-kY1&vJ7^Y?t#jMlexAKmrFiLY*i_a)sYJrWk_Q2MA{^91$7G$pMzOV#!kZf~5Vtg?jP;z}uH^H~q-uo|_2wi+%XvhmeQ_=F*4d z`3f1+JP+;65v5)C?p)2b`B-QwIy^nX43iNk%)rtD=ujeEcNak--nv75cIgThnF_T! z)y(0#x~YgF%+LzjfC3A*b3S|PPBLYcbV$~dDUk+$Go@1uZ*j)hxvc!mI z&Uy@FB=ExNAfw&X!zYjL{`KS7N<{K=aiTQtn%*njc)C!fChs zcn~Gna%wlOtKNSNH?Qh+BrIFMEVsA0?;bmZNfm0#VL5L5IxmNP-#wLuVC)tNnM`tM zRjgy19mmu8hnp8K05!B*?`cL9=lc(tsGFlh!K6X}DISQ(fJVs-l!)j_qzS;xmED|y z=UIS*sd#7xNWDSC{`dfqfHb-uU%seyQPo5k*LA8Lkx}4qyi3INhp?g}JO`J@CaS8f zF%USz&EYh*^SW*bcs$*O4TnI+0;P{0!L=RgGU2(aItvh@?lCQ*O31?Lu8;}Zdux(} zR5>%+VRADEkfl~(f&h|4V91mikh%C0o&XZVhyXAnk*kbQk{NLlaEBg-EJ8?tSfpt; zweE@Fo`AJY8N+O^Z5CM&M19Ll2FyT2#^pG@{d^(2+<)7T;y(5LftMSak2?J3;6BDQ zA1{}ONn)u5j@<#*;c91+c>C&jd-~hI{q67Y`>%#xn)E=n%aso|uWy%^x24Eobp7kE zzt&-3*yg3j{!Bq7uIT=c|IvS9=Kt>B{fD}buyl^O3CbjOat#~9A*kWo&wskFm-p}9 zz5etyR;KX601Uf6jYwi;g5A0_A%wB5MH*8;GHtb+-<;I-u~@B`Q`WDfBmQb z^^_$n&3d89EYd8q6EbGn(9L~tP`RqJ-z#G+?=N4 zqQi8%l=)DXyKVgnw1Y-zOZvWDw|V;fx~|jVHb;b|)V5zAQ(ZmHLl6;Mh>&oeD}tv3 zsAB>JAj5o=y}J%W5=S=!BHsHxF9Jzn$x=Nu^jV2&2^1d7QmZuJAju|eY_@Gi!qj+- z4IzVqYGp_Oc8ko>yY}u>Il#AdrQw2_ExX5^!j6Ed|0%MFbN8QlwEMNrd*1=2-b_#D%R;WPmczmsh%Ut?z_|oT_Hlmy!_8ay>?fbxzWvF^4-X%|`K^zg zAS}#O)wYH7m!E$6@WXc>_LZ4lA5IU~+;pesF5j@rH{btX{}2D$wD|jf?|%ZYQWX#; zsU!jkvfMnr`!;8M;dpB+qGnQ7iecO60BCRzNVwNgZ zY`VWbt)_@nWkSck=}7$9zxN-UfB5?8+rLm>-3B0&z|dWYDR8(EarBHhcm7t1Xj+OC zL|{@K$}m-e?g3m5?T8s7xIR2EAtdV9X?-FvL@)CUZFaP!y&l7u^YYNG&sjdE?qD56vXZq|5t{({d;K74oo!*Bl#t2)t8zh5sEw?Fvtk8kcDRvo|k>CZpDzyI?u|7xfm zO8cW<|E<6J^0y=P=JrseV76&Kwo;imBNLGT?(SYGbK(&)@uJ65hfC)NEvA0+00x zO97CAB{S^tf+C>q5ZFp;BWMx30coO?de)ui17J+8!nmBD*1NmUr5+$P#=eJ7AbnHa z`{DM5gEX0j3}|ws7aZg9@iNAFZjt~%SlcPI0}M(GO-KOYMA-X2*G9r+77=t;g9L;+ z6?Ze&Ld8b+7ytmsX=#0}M_3LA$YnX6?%(|lBQCdZhHm@V4!5_uuDb0RKogf`A}!nH z66rczS|I=c2#n*+tv^13WoD$Wkpav=WNOny>*acAV(Q-aA}4@COiaa$kq`Jhb# zT>SZl0MlGk9U_*)#DqvvNPKkn5g1Go0q(y)9zx~v>P^3=;<imgEG*kJwe;qJxV z@$DZxe*Z3Xr3&+O^ldolR9avFWjJjg2EF`H%U$t}UhvBo|MvUuAK$(E=KA>F9Imk~ zGyTEOf2s}=@sm$KZ&TS-fByMTr^e@}%kSQQ^YrjFHz%r<1rS*{JS-x@JniY>;dpmL zB)|LJZ~o|y{@BgkhO`L>rUw_iUY;ToiN{#iz1+>S?n;5R%>dDAsX*=#2?@eNh~;t} zKlyk5N7siBAAkE#Z8Loi2Ad}CnP?t_q1Ut2!j&Z zZ`@S3d(b$Z?t((YbU>S4P{!CEwO^*gGWw+*j{11NpC75rV_gxt=V((oE~mbo-Q2Ec zb+0o4B3CxmM5svMk^AT#Kv<N%_~s{H|K*<#U&Fc$OON$xrP#5yL*=LYcPrwXyE}{cn}7B%{?_05 z_dk8}3)3AO5RW1aVq|8e!cvU6&F$BJ@(&_T+#%zW|ug$u`s8eYeb*PN&gF^p8wDY~?nKwAz+&wIt7hu6{Va-S+Fao|lhLku)A8`);ob!TVNAPPIID9CaIzfI;DzNeG450KiSDObCR)kbyu*q^h1ahDt4- zC{hrj)f!=iN}8J~5`qB=Lj)mOrj+Vtp&1iK65f9LxPLf)`pfnGUvKM&Wx2ba&y3jD z>%1JgO==G#pvrZsb*Kpv@a%wzCOJbE+kJK_ZS?EYC!ZY1eza}-_4*L8UHf{tIr&fs zCrmEXSlV*@$!DKk*N1=lfBsM2{PK^v9=`bbuRs0q-v*EjV3CY|I^O)|&;Ro67oX0D z)0e;fi=X`HkMz97*ylyATie$ikV>i2rUN$Jhh|8MC+=oO8yYK9&8ON`VtJ)yMR$DhiM~p-fEQjZBsHu@L`gNIS$k_XCu3-@fbvlgo$~L63=|JR&Fx65T zOAYlgIwF-i1JybmF6Z}5CDVY?jJdE6rNBNmH_hEXz5Vp8Pb2h4KmLO+fA?>u<)pgr zqa(9+Ylp+b!=nvrSyC_i-Z8=lQNdx`GA)HsRQG9G02u{qElfZT$i)aHz`EJ!h@ct7 zrH8GgQwO6hT zorfdTe;mf|&f$!>I}$R^IWyy&BKvSST*xSU@0IMmGLGzh8Bs>`vno4Vk&&`9lTAh$ z7m}Yp;`{l&-_P@Yo>$hNL#uy-Y{~~~`P?N4S`9t!n{;#7c$}k9Su7)K?;ClmsMdHM zRVWKeYP3?yXau*c1vb9r)lI++TWfhs9$Gdl@CC9ANI{)DFHL@f&VLM;4^4ipe<@wy&^N&-;7K{t733*!WW z;tZ?436{lpM#YitLpCyos&k(oFlMZ@8#Wxw=6H2(`;p4$Z{>p0DET=kZj zwdU9QbvO{LBQDpZ2M#_7JP$vew7S^rS86k_<#O9(+1~Zi?^z`Ce-O}LD4qcIK-jy7 zVO(rBgUQ>5^76rrl?BhajB54o@?Kd0uR{%`y>g|Rf`seNJNl39LQaM0vHiVdtL@{c6++&8VzJS?B*nKAK~&LU zN;i~WC?j2YDK<_W_MKJ970g)=Xl#D)aW!%ekUdW5RN@APtjExWi^ZVuMhPfR&&N!izm{UpJV#i>fepa zrcSa_?e5W)PvuCKki|w{=_T*QDq3_Zo=?#9^xn2T`epdY(-<%M#Q-C7DEqPI2@SiC zy1qk0&9m6VsM;{KVQ^i?MgHa9WqsHmF-bw8F<_*zV8oIV3Sk>hkFX~t@b#R{0EDzW zsvk2eC}n@?GWTR}(J6BYybRngXy6ESHa?0!ufN(l)_-z#?^(9L@oSS;0M5*(ESyM8 zK<6P6QDfsDrLaNwN*%rZ=JY95R$OtMG9*noXqYy7gaV7Fd^+V zdTsOJu2>HqSipu)^JF1xlYoSQ$XFg>=u=+XH9Z1EBH%|x$`xi522LA&VLqS|%LZRoY@gpUc_sQ*9;IexOt0Acn!Jaob&>P$gtC^b* zN~z7(Ks~PPb>W_~?1(vc$Az}c1D(@9%OOI@!`;)ZwmIF!iQejC(Kry&nIFj1*jo^F z1ro})EZ+*;4RhbOkNooBkc4KKznKvm zO6&`OYd|Igt=>1_ge=*{Fz25ZOiw4u@_B7U3(}0h857>6j<6)u8UjVI(f6Tibtg;w z)V&;v_&pMFd1){Co#u@yD^kZmO?#D=CM%D~majo9o~>C{b6yH7oxasrbtt(dEY`)nuo`*x7uR5Tk`iqV&WNFf0khJud7ozhpS*S7sc=AH&(d&d#(<1G)rO5@ z5(PD2t2+tGnGO`<&2#FZkzmyvDP5KHzB06gttnXLRcJ}oM5H`S-;^qPpbu%-6(!*E zp=P7@@foZQ{`v6WX*yT}J)@iw8*ih2G+xkq&XF{IJhPK5q%OP$|(T_GfNU0CQ5=Us4em=fN^i!bFLhzj}?s`?(bR_^E zhe~vJd6@M>Jb&cmxujKff9hF7FBR;IFGHNwAj9cIq}yv22Kp#)3REaMgBg|qMiF4? zo?B3B*==(;p;+q=q+x;(kXj=pp$fF;LnM~0uY-9Ao6I73)|!x##0iY(e4Zx0NJdx? zkZ05D<2St#XvCwnZ(Kk;uk#2o)@iB)67{ry&wS|-OQ?HQbbNi6@jZ-yY`HmfXsWkUZ6Y|!n{`8(d8ogrk{E}?u@-kbS7tel8LJ?=e=4@Bt>L<^3|nYo>VPk4 zL+e_P%7{{UsY&aj4}bsuYo{9C{qt`jmx&fktHxWfJ|~8pz)ap7GQ7{~Uq;{*F3|M4 zyU<)QN14v*X5v_+Q*u+aZ^q^YminoeeyR%#fT00@0}dMQ^Ws6&rF>}lT@&JdK2{EJ zpZBFtnK%Y*PFrL?c{&mF;P>&b`E}WQ)OYA~Bcr1fvuK!pHHV(P3+v=aJugqEK=yW@ zSQwvqmVIh`bd_$bCrm~oU+Ro^Fg_tBDPnkN(4tYadT3M`i=F^8nvqjB*!0M6XNO%C zhyf8@e}M0rc{QOYj|^|VB%`m4gN|z7T6p49YE0+XTK)}hJMvF#6re1wbtM?wC23aY~cVb*H@2bxr*nt`_thJH?x=> zIV`p9m~BZLZ4N@}uAV)EJEg5w0_05iQ|E_QwJ@Udx10OZ|%Zdk-^$l*I*d$<_D z9#%wm^5=g5G|+3r%n9ox zVsY4R)HQ`lmQ=62wLo6);O0w~IrYOgRvksTakuw7c=K?vA_kOVe(ihbQd;@r4i=*Z z4mEG9X@yyL@A@E$cD~vzhGn(oV&f0nIt@csA@KVG-COZjZ4iuC<9My&1rxRo#q&*! zjE`+mH2d`1Bsm^DGcRXzs{yE-9`y4DOM83RO}&$gGnkm_u~!}gg67@pd}{ZNjtFcy z_SYA}P9v{c-b-}1q)&B>%tsy8w7P&yb@NiKw;hrc(GvB*g0_rG=GlHD<@laJvZ~2q z{h9o|YMY-AE3cQYtSvuYs$~}o1(<~e6dQ}X*$hwU6N~v8f{J`4ozz_*q8ZRnaE{^0 zP-k0XIHXN3>TQs7_K$!B^l@2v8QO1yf=89SPAz;6d22FJ)Pfnd$4}X|H*ie83bmz!U=D0q$c-EOWaKQr-pEpzdZ zf9Txtwcn`2WNsxk#ubMRw#gnTlHzS6( zUt-wCm%Y9{81mlTAZ$$u_tBL zY|(CF@l=LLX`6%aNB~*pBC1`kT1!j<1x542E?-sCJDz^Cmz$gYeS=88SP(a zEd5QuG8GH}LGmG6?%~Gk7{oVvk9s=J@>w6=RRhP?-pTc|aue!b`*_yuUx>wK;~K-% zB5#P_fGx&xeiBPvTBB>0_YV(F3)Yi0y4ytCx+~ozUW&gw`8#?!etBCa0TBJv{8H)i z+vUGQrBmuh5hwBG5=(yr1JIJwiVb`U1MO2>;~wbezyaD^0Dn&_Ax>_k2B8 z8|WL&3@3Y@d-C$OWSyd)pRJ|idM0`_;TS##bE$xw%FhNAU7qc!VX`8N2F{5RIF9$v zN0&5AV?t2i#g4G2y1J|#9NVqWO9+NLD{Dn#rqw7`n_`pK9J%>BeoJIYOe=M{YrtD( zJZcDle3f0)CO6=s4h5of@*S+GpSDn;er_~02#-o^4*LqcwJ@bbG5#)IXfK8$0LUz_ zctHh^Ci&EKo0M12NL;XjRTz$=i#U1xFP09urzpc;ezhD!Dr zN1>3#^l%cSM?X(gnJ5n@rm^DUjGn*ww^>oG^qhHpsAjnbtlq%}1!M#`9Zk?vX`w z-`jzA+aFhBKj~v#9VeucM~D*hka2mUYm8GXIzHKBcUWIwyY0HoA=ohqQ0g&>C(V}B zzGRlk$+WMkw!;Z>SQgdj-hj`Z+=6Ns=3&Zs(od@zRUe4GDU8rtn9%S_H$86@;LrVZ zhlmRlrYluLs^`BrwmL0MM&oYQTMNwh2g#-pALLy82e+L5 zh3>G69J+Y8yS5YbY;Sbq<`qV+D>pvmX>!6X#Ekmdk=KITEPUl)TdmR|A~1CmnVnZ2 zoOD!oU8d*i9X5fcZ%_fw8;|R+k?CLekB=<<3)y(oxzu?%f?94NT?6z21m3rwYU1i5 z*{ftggln}l-@$1rcVJri&sw%~^7@hn6mCljYjcOFS(ZEe`Ql+!JH3Xc`Gm0O?_HO( z16EnH%akTQiE}_^BjKI8Z$mOBiuH#J)Id)l9_A(k2<_^shduNCi86u?zGX=+IcRdF zjMh?ZCK?{&nO()AgF1vtIc|Dp$2K>*(9C%}?4Bu7tO|A>uJ$-_^5e={fC_pHzCh^D(0*(wtzYsN-ilCy`m8*XzAGGo9yobqZEAKDS`dw}7z= z;FQx!kM!mI9M!xxO-|+ZTofsK){$=!Tc*PVw~r(0fhaL$K>UjD?S})OO964+%Z(P| zOA4W(7bj0wMkDIO|5iD00$92QEAk)CjR&=L#vdFWn{M|xAcJW96=$7&QQJv)?e4~PHEsWwX?Q|SaaAtBh(6#ts-#`~a**;7EV>xTer&&2IlbnYeJH6X>MHRkR z%L4!4gZJ5v6qsoJwiYm(Z|s85?8Gy|^n96-u}0Hh-&Gx&kMOWqehWAa)vLGAMfoeqvt0S202*889u+x1QWLuVg|)dN~_ z!h0HfC{^4FN04|?l?4RSq_Sjf0L0-y#wLC=Q#Lj7`nK zvUx&$*qmVD(>y9k5X!q*MxvQvAtZrC29XZnS+X7!($QCNXx_^bz{Du^vN z`P*RSgY}LvWqhwUfQo@L{-wM;(w<8@b|s-LwO=6kPNC)daMtsLs+H!wn-mzy^3qfD z&5Gxp*)pv`GXV7(a2CMYPP<`R+)8I{O;&xWw!Su}7pNpbZ@3l`b2y=U{v6xz4o}#WpefbB>)|&OJ6SmOL`dk$`KSkahRb z(Pm{K+A9K>3O%L;$+46^wGzOu0D>;#HCB}jJ11Cbed;~y-{Cb(*hmSjeE^vApjea}~|KXrN{?R&(dj%_uOaHD2^&@0o=mDgUI6PRo!xr;#?-;?h zosKHy0^&S};YBtQ-rT){QAF4nA^-jSLZY$MR=zC?CayjHRc2sB+aac_C`Kq+=4^6$ zOzZBTAq^$$cuSLAo6*ywr{H;^xu;AI&He3({>`wyVTf}tJl~0%oq-a;+anb(k}eUA z_yUb=MqPIq$c(ao1#LNI-L?@T^pRo)mba(|C@Y(ng&2wv1X@wwDjR1HZ7!S#h^3V4x=7U$0VBr+>&sc4~irqb0V~V}IPYkMGs>7swQe zJ;wf(q5{Pezn{|{Y5Mv7YsloB6*`~f2ZIZ46a7cYJ%G&OtRS{ICZ`vXn8Xdv0F-@-O<}T25!bd!?gPd&Qr8jCx{~jJfh4dYJisr%+$7TcI@3K0{3|VE zZ@2FD7c^y%~O(iz}p%#)9^pb z?WTxWp*)8|XG_{>H%2djwI5WAxS_{573AXat*Lr08?kT=`Xt?rH#*t`?RM7;rKKif zmnOSAtr(Z0_+V&AYAjPT?~CMl<5I-mx>QfB&JO@;B)JDvlEJ(l9n*8I1YzVtU8%87 zSqCzF!IHv;*Mvptjqwz^v%+|0;&ADr^Z2h|f_Q3w{#N6U=D1WB(*%sn=C8sHDhv)0slHWVmBW*aaXZbTfIkb3B8fT+vr*je*dD_`3)B7?C@ z#i$#|fxJ2Q&#>=XI~^8ePHn#Ql856n0SnUC2fqlsXb@$ZCN(3988i^y@##`%Dv#+q z-Cq^R>Ag^1^MqnCK0Y85g$x_d#>bzWMrw%yj!>TD>Lv`yKUI{FzU>?OI3##(bv-b! z8#6jI6dq|8S0+C~`1XVhP3F)pfl{oUN{Nol3C%6EJcoB(4zqL7Jo(#%J8 z>xwoL7F(F3V!=A5;VPUEcGSMV?oZzK2n=gnFz)eF((aS#0VM9=y}jvfZZFs1W#8`{ z%W^+bpZ3QgM+`w3`ZJp6cX}s2V#Ixm4+^7Kn~4ZXVx7IjQW_jnijc`q?Mm|PN=F0G z*&n??ugqJ69T7p%I!q2Tjn8*(E89Biz8a?~Jo-F?*V(Xt*>H9At+Nwndj}Ln3C}+h-;; z(n@DF%0bFMTmG#nT|Qm9XiyfF9_PNKzPuk)l#uA`RmcJ9{@rTfE1zeHcumRWnXe!i@jO78LU_$*4+G>`8?w`bBi}%~INMHK@;n6{kANQnQW#b5Va0*x2&!`3r zRZWEZc9d z!ymtXEqd&@MryKp`g7?TytZ5FX_SbIec6JbEq$eG9|%y6+nyoAU@YgvK9#iZGQr&O zc8uOtvwm~Z(v0M`({jd1tiM)2j?h2Fg1d?vu1MzJ%FO6V)&zheMIw!dulLe*chuCV zx~ehYKv=AbJ(%x17^#OonCR-MRuM$0tMGh6tEl4uSa(?(?u}o6IDg!qF2s`bP&>EV z<`jMD(kl0+kA2^>t;~ZW0{?FAU2#jdDABbv{nJWU3eO=!)yl%f#n7BVuPSzD)R_r% zyYS-YgU^iI9cK?Occ1_5y=-3o+RbB2($$=-b)wB%MM-Ou*6rt~{Ib>j5!i)_M!Y+wvQtx%Lp?cR8m@?B4 z6bU2V&nVf1=!|J}d33qU7L#wkZODNGEgnYeSE#7TQxsF&wGK-8<=J?Hx$?(nkq`Yv zX?o2Qv;CV@Djy_4-i$9z`~48k9t1oRzRLVTV}9}Kltc}u!UC|0FCih4IwnzPWa8%pcY zR~I#a3D@Q5&v-l>VJD67)c_+=J`api0VMsE&~|FEYOxjBNR(uprv=%In%9W8GR0#D ztxjmrqrH2hNKyzh-#f2Hi||Px4tGJ~V(P65tx1fPmb6-hX&>wm1BZunc+V(grQV$V zf`kOzT~OYj(nOxA1gR3k^alM}p<%21^5EYXH^!$UpL=h5@O8X~AQN}F3-`YtflOge z&aJnY#QXC>8TtF?v6hhw9bNg{YgKB4r~=yFmwMl(!erhpGI7wtA4hzhy|`-oCM*40 ztNr&UV(MJ#NME}Fs#2q$6GUbGH1NGV?E6rgG%U1T(SD!H=@>dp&u0rTK0m!%2u^+@ z+d~gc?u@uhZ?Oq%&A(Jsgwuo>@bLEFSv`HyiG=Wf9?5EYT|6(W*N!&7H7vh-|9;^& ztQ$P88K+qaq6IOwMLU4dPAGRfH7f5nddcp7D#MZAr~V`JXDLGM6i3n;W@xE8OsHD3GrZ()vm^mQGvsX6h0l&Icv$k7sl+u_LWShT!J!si^n^Z z=ihk#!ots-JhCHi;?MsA2N)ifIH4zyTtC_Of(Bw}T-Voo@8y&=@VO!3*PX||ik$4c z{CSa}#WuzCZGx1jR+@kAMgAJby<^YEDj)5@bq;7dIhFv$RHb;bWhs~1+>k{N3EpPC zhGCNIN~a08a?=9PkN07TN6rmZRSfsg!^CG}KacBbq#fSt8}Kvt#LY}3S{V$IGm0W2%!hplUQ zvAy=MH(v1GDqckAIPiU@`^LquJztR_i@kkNawSKO++s;i4kWgPT%zcm738YESw6JP zG8-BcnhH*H=DiOA(Ptpz%p5^HDmqO3_PDriV`|;eN6e*l9tuqNmud`e`IMf3u|Mdo z#T0{ut{M9-l=C~t9$ly~O9A-eQ|KKWZ$4m^=K-+sqB-8P7>11DR((tT-JkJFWvhN8 zCvUUbY1iN|oGjzo<>U^1813(gSyL*V*ch{=+JPTHXrePfg;?b_OUpLe)TKMUM>74b zx8mY_{TJ^J&tVWvtK#Eltr@&S%7XK?#|P^Nzm34Vs+E`rJS8QETSq55wGncY{+83+ zV*5+~{$w(e84qt)%NDQBFdu#TI$wjM`l4WQAgBU}gyn?Eh-@ry{zr&KR8U%7{Bb(E z`!scHQv2eBmuL7&J@=C#F=D-Mt|1zoWJMY*G;Sy+)i-6g!#ywW(9XF&g#l6s%VM`jA3umZ|>0VAs0PmE~K7#ebL zxybdjl7_U9R&|e&Nd)JsQZzrpi}bB6mKu}Q%8_f9?4c-j0JQ@YYj~bFPU`237fipG zpVz)sJv=uVo!|OeZH7Hop%@+`cSZ22Ag1wq6piKzpnRKbSVK?<&~Au;3dlCm^whfn zjEkOmOK`Uf4ZRFEW~nUs-q_|?qB1ChX?s?sQaT4A+|xLCtZ4Oo&(D2&C^MhMaoBhI z;?1`Ioi9)Oirq@cJJwL3b z8Wfa~f6JEEps-wa1U2KD{X2xs4j0&b@_J{x3TOQM{P@7#EhCGjUXQ|FC+#q3X=?X) z;c44S@(1frF2c?E{$}Dg1+2Ka! z%D5A}w{iZuMs{NI&Ca48SI4QPBdV|CIZb-rQz9b1_qMM1l@G%pP!mg8Ub)cm-tEvm zcJ1w`d3j5Fn*GBjAQV{!_!a!Mo{{*5469+2ILk)m&dmi`YOP2~KRF;gWo18jua4G0 zF#&O{HYn4hlBzvNk)$o+w^^LEtQ3Hd+VQ9+Se6xky&*6lxCh$+YH=bPpU5hpO(k-&g+ytT3~3$`-oQgFMWW#^{gNT ztKfZe26kf@c42|!>`J|!h|M-(brl-rxEi;9e2gJzD(Z?#=!jdzlpz{>3|PATN{_jFjmIFMcn^!VAV2c{L4S=);M>Y2)MG1k_a{Is_8ta3_vo3*|? zf4B0{oWZ&X4(H(dJuIe{7}(-oYZ>OMFrsMLcnhkI1tG?279ZW^*o^@ z&csD4j4<(Gu%gvxGYP@=&e99lnFQJByss$B>swnEz&>ytet(NoB*9f5i@fWIfamwl z2HdF~{;J^2D+WWv7}+OT3QI_+)a=Bvl6U;*@7cac8(TM3U0KVYtA3fnSl}9sf^$V_ z+To0G(C8x@w%h)PiU3#z(|EUBN*Hgs-vU$A28~GnYqT^w%91o}zgeUP zG&z`JGGa1?9w}}e()F7F1m#7Wc2!=nyOpw=&k}}lb0;@0kClP~&yt5hfIVI;Q#TW^ zh1mw7iPLRTI6C`rvbVSHC+a7&0MDGzdPi+JT(dE>0?|$!IA})i=nGKsuWp7diH|XK zCFL<6%vUA@S&1y0Da#FpZ|fjp1$_%|Un?2_&8pezc4p$?jdk|OIvrRnCDXXiQUEQ1 zj;=Hd8H>Oq(HL9P_lmHJ#HLGNB)(irAi8!ReDy;$I((ZRQ8>Bybf(tty4uD_y0W_F z>avMuG6cQ(^E(r)^$3>l4@_UP0Ai{~09e*)S`43^5KS=_h?C7Kr61AzP?G$NEotu) z!5B^x8~feM8I!G8g9nI+^fCA8{ICtX*HsFKMp?71>$teEw5zJ`zwB?Zs`ZntvOGC{ z?4Ig59ceEz*Q{4^ab{Sdo*fJCb#sBb+N81ABq8)EczKH6jsQlB1r3|+X1yhs?!1-o7nuo}zq*Q8 zxzJA$P86(Jw0^U%`1h&;FrxMR_<88R*PZ$A-eF+5S6l>l&BpuY!xmBLk^07o1ZnZc zAQK}Bc{}?!BC7FSW+&Je@^lIh--2Fr(slF#nN;?MuQn&a!v;Q6Ex0q0wPVbdht zG=LJJ+2jIeC149Sm4Pv70Gk2G9t#7cPbHD2C~ZL9L0P4o0Kj6EyIMH3319^?6ePqo7V04Q$rn&DX9J{u3oc$~dJvZLl+}mRmk2rgDGL+rI@$8{k z#|_cImVaKsr-OfMti&s(A2klKF|XgKjT);kabn{>AIQV0FBLs_f}cDDIC+l75k8At zbv-Cuh=-r=4atWB`#R5hJC9FBHnJj_)re-KvX-rbfA5sgA46ZI`ca9ng*D6QrAuXN zHiXRjC>M2=&)R;k(lY7aBg#?aAj_iF9kKAEfmqhDdxd!x)Udt*)4mL??4+N)@b^>C z*lOO8IfY-MQRN{*d?Rk8&ks}4(J^3tV2XZj*wPTnMFF90C*)z8v(sxA_)fTt#ZlWW_r=Fa7NLsy3^imip|I~O?S26HeA0NSj z7AJ+-Yj@$Js=$vk-g!L6}1zW@yB!z+s1e0;MoI zTtKE1o2hIEpGMZ=2T$b}!^4dgLz0!HZnghe_5Jg}{yyjVEa?|wx9RF1_hX!!%#XD- z6Ij)+AdGV%%yZk$&-XpI0_7f#SVnRNDlR7NN~jAI1LDD@_Om&}i{*1shTQJUi?h+I zP{PI1zsV(6l=iLjDUYA@^;w`G<0cFCrO>kvYeSubes~zc0W>Mf`+RLjialMO9&`*5 zQU2M28U%?KGBV0t6vx01qPCFZbmREvF97vC z#uD=TDz0+sT4MN(J?+f!P^FJ;Wjn9Wm zvNW#wMf|nip&q!3{RMK~eCBQABd|`7Ek`{w``98E{-o~9vc`VLzmp5{eoo6pd&JI? z+~+1Y`5@P7rgX*+oIg(vtwKXjr{`MLJu^l26byhg&DUwoAU1FGisz;!FZ> zd^W{iV=4yhn<;U;nyAXDzRtb8oP^yD+w^AUnJO8;5%dMIr1A5?xP{x}zDsSf&;_n_ zrw5l@x_dn48!qfu%=%U)-Mti4m-BX7SDBZLy?LhnPhfhVp=t7};#30A)=52s-+|pu zdci20PJ)%IDBbIvZW$3N^giDV;il3Ltbk*JRJrb$f5UU zvv2AP5&7U}9lXW)_tShnS2&Q{r+ArpqHV-tZ~fU@(OT{unMVxx<&ndrpDa@RSL;M_9P_t-bX}M-8mZ?P7r?LDb6fJf{r(>rb*&iUtMXwmW$&Bo zFHmt>>3IVPa5NUcp;;7(-CK4sM-7W)4Mq16^RQK(Ql)s)s=czY$;Ps@iDu8~4i_~a zO4FdLk`%7zQ#%i=3bqX=m)|Rij!X1vbq*hnRE2jGY0GVWX~{^PU_bVKnk%=tbg!(^ z_K)$p*5mD7g?NCRsvcT&{RSkrLh|ba#fuNWCR4>X4#!WIADeXs9=cGG9u+w{9?GX4 zv+o|9F#h|Ts}#yNWdg_mx}vZMe*VC_6cB8sT5tqX#IAF*xpCH1$e_MNJ!-26-y5x! zSf{QoYYTn+dX)l(U;@r4(C`4DUy!QtZo?iAe5yOpaoY}^>d>IOD*Gm=j~#ydiweA2 z*8l<{Nm<|`J<~(Khr4$FwHTPq^fVqG87-|6cuccdz`HA1q(J)xDN#ca-rN(#v_UAW<7oVoj4`fd& zyj1(@tzO-$o_tV&q~w7Ozk4DFaa2D;d?Zk#kXT$p6#YTyX&;`ZI-5ZJ0&a?l@!~Y% zr=|yBsF94|q$B_Ym2~@x@FXRQFl|fL6_U|>yF*hO4 zx+~UElD#pvs5+2b>loNl&2y-bhCf=%o^Oi(s4oPRX(!9ehs)sx0TFX+PDT zDIifMOk-HZl0z{J7YSM7$f!h5nzrmuV}8|hYP{0WK-dPAI~_kR%!$33Z!ps_rxy65 zYwaY)eaFEbtnO7ZAdxk6+k*S^cv2rmys1po^QMI6YbX?K_@n(tmCQ7kA*zfX}ons_%-Sk!E z$?P+F1&!z`*~rr_uXK9rU9PAtSQVFzw1{eqTRlVR{%KcDU?l!azx%6XGQf{g{>+1vzGE{=wUGCd7r#T$Pbx7>)JR+2L~g+ zCtdW8f~9H9^1m)SW0)BKm-yXa zhz(c+G3QKhx(eE<8$qDsg;yUd4IDwSfSr^?$SV}E^1Q*@03!$51d*@yRfRVz@5Z)) zjBmMRuPt25=*j>`Qb-7T^x5n!_e5(JD{J;JRaMm6fTJ_(w(;~n0w`$~ew>dWD*&dc zDh%|$;~-XcC*Yn@Z$Q$EI*~EVTM?8`kG( z)2q`GDma~bcE+%bxhGf}uE#}b82AzK0WsV&G2%*MVoP8hGUxPm?!!akftvOZO%+NZ zQAsF;zQ?twZMJhGhu^DST{T3(yPZJ+n;F;{OQ zHGoN`x$L^hv3xK57KRoclmW>S?w5jqBpqCw_JLkpE8-ESO*Kz8P6vwE7H*QvmJO9fNs&`%#^0cS<#TNT^AZ(-_o^2@B3`Jl0r9J_a4XZ;@5qUTGh;E)h4aNZ zSqE9oI3}ArN<_+MkwN?v*ZE&$xwvX{#wMs~_>vMGe-9ks300stXxWk_g9;X9FG6<1 z2daSHLVD!g@oKMRM;UjHT_VndPgI?yIkRJ<1Z|!T&dqrQLQ;S7=vV5s#+zWuZ^Cz6 zz7t~vL*1oo<|P#^xqOx0%sJkKqd%SR$Vq_YB=dH@D2g*pw&H{4Ix=szUcdP>k(Ivp z!Vp4FU6N?hm6@jzu&U*8?aAYi@t0RQg4b@9bfpA8%r$T#9;Yq{Fm`?NiWzS#kA|ba z`W5s8BLPSZOuy9k-l}6dq%0>okF-}#N~0mF7!uX&GsbXWXwRKqosAxvYd z*`$Ej9NJ(c+-{Een|f6-{`}t&_rIa%DdS>0XTQcP5!H!inSS7GI-qct{o#h1>XPpWtE#c)9l;KFfr2>q+2&0Hcb8m!)bXLZ3 zQB2Uro$yAM`zf5sFep6=`SUe~wf@aSmWye^fCx{$R}{eLN`y09m#UVuPg(4@$?^-? z*{|JKJ%3!F(!ib1wNOyLGnqar0mTYGR<1+*a3EE(xFlsw$7{R1jpLPpB-Nn?l1v3< zMh$Xz?5>CZ`|DyUmVj!=!SMa=-4GvtLwmz#&U2qbdHHI1&J#>YqmkmkAg^wegXq=l z*Vp6v{rk{gR_zrgj!?|y>}hsK$G^cSEWHRy(p#Ik7zA+jZ}Roq1^Ne>XIjVjKfH#h zK^pKol$-8vTpN?vobe=m6zRKOiSXt}WYj?pH7@Dl1p4vY;)j&*(Zlj^yU*Y} zE=3zrn!)R$ZFX3I+PzyOnxISNIYWalW20zQ>+(VK+@axQ&T)}>4kiQ~Y5@5YZe3dJ zs$8*N%}BY)J_qBW?+M#q+})HF8NOPckZ~{sOp?L}^b{3&%7ly@?B zE2OBAQu65^&0v>hul4RezTcTVPohCMfllo-JLaq zE84nUJ>f4`0Jw#FOUVM```fwDKA)XFj&Hb4|yu z{gO3!>2juAs9kORonvVsrGhc{u<;n_VPR$U@89wvWBT9UIpbq@|WPnCxV3>p8n$sdF8>ph?k*SWz)(iO3(*+sECv|tTZVBZf zFzVRyGA8hi`*b8ad)#+_`k&|~btK=!GPjEz&K3*uF02F4QmRBNZ@09MywMkpdABbe z4~bOF3dB0*JKbbmrir^9&s5I~QnuMhqJJklNuGYVxR?{4;2=XLhsl-dEEslGl+nJV zQ*VA9PoWc=M?u*hZz^;sql0SzfP592>c63D08mI8y@t{ry)KGhol`*Iao?}AZLTCe z%G3~QF@(jPJ6$6h)DH>TH=&<#(DYC1>1hCyLAA-l1#A&@Gn*P(gCQUlurl*ioR!kfxq%QN2V6?}P>K?ce|C8L6?72D`{Uyp6(d0&7BIY$+OsDw&|w z2hpUPx(%<|m^Y71+6Kzrdu#Bd)KnnO6q-}e84=-A;8{EOd(A3(W5CB!z(%W!)k4MY zeN&6gw*O!Mi@z>wYsZfwBovU>(m%KFvjw&!?M2TA(v0p((duNHw-$K_e_Q#rEHnbn zT3kf`I6ogcSpMGke*ozT7WU-cmr5Tl*QriRyKe92cH1&xeYheu3!>mc65&LishO!} z0GJtW=y3&_nQNE}g4<4PQmIuIg76#;rohMuWPyEXQYL_#wOS!E%{ihn3T4Brnc#__ zl?j8+vqu6M6cVY(1%#=#38|LWN)f@P$L{@&u-8_mX=cv3H5lE;ZqbPlKr)ESRF?Vr z{9M}QzBWsh`gt4Y1~KL;dh~C<{_F--meD(5PEFF>^u1J(+7KbrGTgVrj!xK?^<&CJ z)3RQ!nCK1&IQl_UST5`3V`2g~Vi81&ylWQ%QeEp(Qacl1X~g2aKP(SK$R4Q?rU!+F znQ3=7Pg6U)9#kroh9pI1H_~C_JXiz)Sqh2Nd7dt7;R=~<{WxC$LC+Hjfyo01iAAVz zom*RGkRSm$rNthX- zIu7uA{SHNnVLf-ra=JI=_AUjY-SWGR}w-C6|Zlz;?cuLi2JNhk4rk z_$WazMw*fNIL~cAv9;&RkB`%bBJ$;jAFu1>%kRD@MR4`d$IFwC(`>7pRrPVI*X3~x zP|Mb&N=eApSeQzw;psLkv^`$`@ZbKsLcPye)Wgz{%yUG#*)cEkw0`=Bk+IaFYUW@` zz~C6+nBb1)NkUu%AQ7;(wk&IUqG7s2dJ`%D7}=zSBLbYghbM&C@Q8%)bWp`wOKVc7 z`cR=-X(~C7Gc^dLswub@;=+{?!vow4HUN2edX_4P=I8tI_I~cKVdJ)a2e4LZx-pYk zkFL{HNMu_0`RVaGRSxU>o(g^jlhjtFEoR`uI8TWE_3JlAth01fX{EI(2oP!lc6C{2 zX-~&~GWb+6149E0n@l9krPX;(@X1~71I z3Fx+EYR2#kb%TO3PuEYMOPia_7|96dd8%2YV|u!UE0K#(fC3^Ss;as5^E6XPaP1_3 z3GO38%?1E6S3pVxM92&w2ptkZcG%cFEW^-E@J?9@Q&ZKO3 zdcwGVx|;8O-~P|P{qM^4r@#I*&hH5dg3@F^ZVrx2Wc~K~6M{pA_6~tkr&?zs7On}& zLV>Ac-^Tm(pa1##<&TLIVwvX2Kt{@Xc@k+N#j~fFlqi^EytIPEi5!I>GZBIbfGCmf ziWwqINVCz$1{5U3b-HIHEVwjI?}>?mt;)H1sLxZyq=X90vNpM_PSLgRw^x0CId5-A ze`_;=kUEY5!ZOAUNy{uCFfFb3zHhgqe+Qy@eMCSXW{Qd2t{16d-btL8F$jVHpki?7 z<7Ixh)Gwbte7rnCC$Q*!j~t1o)R2jx)%I|yb1l?;zxCS&kcI(7g0&Kp?c3|uzHdK1 zKi|tKHawjzN2vu7haJPZSsuqw)z82Ck!q1+d)3i}h+Wf8^USbeF#2KEBP}fI)WXxo zrgkEQrje@6)A;5GK4EjNmq|Z00ux}41|n~^f8hkCJ2fQw*+ntAfy0g zS|$gZ-zOT#OhAB%;5Y^#g`1g2n`c1Ka0WCVK?MTRqf|@;a~s`CMF-GflSuX*%&zMN zM+;cKetY@+q-d@-1(>{KgXIYG1&KooF(jKqt_WHIg&F6R#AE9} z|F-|``498-^El6e_Nuqh-&;it!a#F4&$G@vucb%8`M&Spr{>Fa$;7UDzx`W!WCR*P z=uqN1P_jHEid4x^N`wfYl*UZOR1*fKMxr1M@DXrtogiUBs+A5?aE=jF5i*3Rs|P{= zb;}22CQM2a3`9pp&dfka%sX#GYNfm4wcFuGZ{K{q^g47!yv7_uaMIfBNzF?kcq%w_BBK5qi9m zjjlxR{cy*EMenQn1c>CJ+sz_Uh%!?9PELrVmMn#{CiHtfz|rT2GH!!OB6~(K&C-~L z-a%i}dbQtvA#kHi$~^mN9zX;_4q@FO!%_pFwv_;fYiTXr$2iqgBZzBhD@jYq?qira zLTL?|0o_A0PE3mk1j;0{tZi=dnpCK?Oo}^ODbNFkWu(-01+0)1NeLyQB(|i+Z3f`c z6%bXOfHBye37X&(o`f8UT&Kh$Wnr2St3llkivdV81mxIRk9CsuGK=?$BhAKXNQayI z7%W5XiTd<$dH!KuAHIKm2awWM1cHRJt{HxGdfC2SmdDDM^MIGv7jqq_yL#ce9o@sO z%i5$qu2cW*XUb9QC4ujs=)N6e?`I#8RN4$U0hUOhwLbje56;wW!+^*2^8EC4yWNgs zAHy;jLoc;41#;0i)drxN4?qcIA*=$4Fd{4i2udZnx6l#Yqn{@bsps%K)Q7uyxPe;` zqY#awry00chKE**BaS2l;_8XSL4@b|8lh<>%ss*YP93*?@KmYF$Il;FYLV7jq2i7y z>r|%&BF??H`T6nVkJ9FCw_57&fBbR1e9+@qs{HWjsZ^v!-)}GKr`b(7Aaj2^&gw>FMR?|3x&tzJ9wjSyq{M=|SEPqGB%F`39NDf-<|o!`goN z+b^#_|M~IxKNo<)SfrkVivY6p(TN2S(vy)RvVQz1mj~ar>%4C7Z;lp;%;m1ogOp_{ z{e5(B5zv8whzLarBBE#m_dO^n9YFZhFb}SX4xrwaG0i)AaZwzK9myt+;5&lL=Xw#2xae@xre`5 zA3g>;UFUL{+htu|3trbXBl~$fjb7i*bzKO0Yt!xhfI_ua)5J;C0+Lx^ghK>klsc`K zNB{cLgl!yOfB7r8XCWUQ3 z;c}xe41}dj-~W}}A0ZHe2~MNct_nNT$z84m>GN8$f#%#MHB*qAnOU1&`)bp7K3>1m z?aQBs$lqq==04~BZT?ROkg&jLJ~5-eI)+64<0-X>OlI`H%KhZ7fK=InI z1d;LH%v2rFcEgH{SF#HnDbfMnT+{%TGc`*(AW}D1t$|4r?gBZwrT{wtw(bBxEY2R!~D>4Ahb>ggS@8h5=-0p6C<4#=35ujddm!E(h81>@BLilxvD7}sVB zh!JRJX073zxvc?W1kA7@b&f4o24-O}NOu7O(z|2iOkq$1ZFy zHFOQ=14wLzK5ayMrt7>P?#&$sBrgVh_GV0%*_dpXn@S-0gmkonuP96<2E>WtIh zHg|2}qx#toDYqF+&wM=Z`rI}*F7I1|@Y~~idNVb{<+d7MpWfIw!-8!va4@J3*5~hy z?dJ5cgEFuV$nA+oZ$?MMUI-oQCF2%sNqqp@K@T;-2ms(5;9q?iasVvM!2=^PRhR;^ zrdD~n8t{7GF1-f8JUISf?9-qJ$HH{Lcq%@bAFwj5F$G$)_!Yoig8<0wY8m;o>j7Gt zYCtm!zehv_@WEjE)5||9g2Q?=fd;4pJOCdVz?auEI$#<0_%<*CK;SlsKYhh&Y&RHx zG4``m9M^|g4){1BzhejoF>*ivfIsEY7*n7j?El9+AlIl5r+|e2%>Zk_yWRk3nBB); z1uBHQ2gRlSRUYBb3l>=j&C2QmqT>%x-vQ^zzYpL<`FA2h7Jj|_b03uz%s;gYDCVCE zKxkF9DDxL4DmVa@|L&uJbgcovLTqLg8~`37Ne4VeB_%jT3;Z-QbIGyEk?_ap-oS_pAXqyfNq4CqsUEg1l;S|9^}g+K@Z2Z0m-#{NjA3oOd*2VxE| z%XWbvfZS4`2q4u2ng9|_APOK)vH-FyAPXQ%x&V^OfG&WfS)dFc#RSp-G9(TF?*VZD zc*z4mTRdflt2jpNCGtg00|TUfKwF!iT}sQ$y5da z$^vBopmYIX2f$Vx0HBLQbpU{L0bmEfRwV$CDo_akL>B;d0BqF)!24ur5dof{s|5hi p2WkNTs2G6wIUx9`?16$A`~oz*nkhhy$teH;002ovPDHLkV1nZ=tX=>B literal 0 HcmV?d00001 diff --git a/ytLive.Tests/ytLive.Tests.csproj b/ytLive.Tests/ytLive.Tests.csproj index dc7b95b..7dd1042 100644 --- a/ytLive.Tests/ytLive.Tests.csproj +++ b/ytLive.Tests/ytLive.Tests.csproj @@ -18,4 +18,8 @@ + + + + diff --git a/ytLive.csproj b/ytLive.csproj index 135b622..043b185 100644 --- a/ytLive.csproj +++ b/ytLive.csproj @@ -75,6 +75,14 @@ + + + + +