From f0949be53e974faff19d5acbe649bf59d89fe751 Mon Sep 17 00:00:00 2001 From: Stream Date: Sun, 26 Apr 2026 11:50:01 +0300 Subject: [PATCH] auto-sync: 2026-04-26 11:50:01 --- .../flightradar24/analysis/ZUP_DEFINITION.md | 96 ++++++++++++++++++ .../analysis/diagram_adsb_pipeline.png | Bin 0 -> 66223 bytes 2 files changed, 96 insertions(+) create mode 100644 tasks/flightradar24/analysis/ZUP_DEFINITION.md create mode 100644 tasks/flightradar24/analysis/diagram_adsb_pipeline.png diff --git a/tasks/flightradar24/analysis/ZUP_DEFINITION.md b/tasks/flightradar24/analysis/ZUP_DEFINITION.md new file mode 100644 index 0000000..11227fe --- /dev/null +++ b/tasks/flightradar24/analysis/ZUP_DEFINITION.md @@ -0,0 +1,96 @@ +# Зона уверенного приёма (ЗУП) — определение + +## Параметры антенны + +| Параметр | Значение | +|---|---| +| Местоположение | д. Хоругвино, Солнечногорский р-н, МО | +| Широта | 56.121° N | +| Долгота | 37.216° E | +| Оборудование | RTL-SDR RTL2838 DVB-T | +| Частота | 1090 МГц (ADS-B) | + +## Зона уверенного приёма + +**ЗУП = круг радиуса 35 км от антенны.** + +> Зафиксировано: 2026-04-26 +> Основание: анализ плотности точек по кольцам — пик приёма 20–30 км (зона Шереметьево SVO), +> граница уверенного приёма RTL-SDR — 35 км. + +Все метрики качества считаются **только по точкам трека, попавшим в ЗУП**. + +--- + +## Базовые метрики качества (реальные данные, ЗУП=35 км) + +Источник: `fr24.track_points`, только RTL-SDR захват, все накопленные данные. +Треков в ЗУП: **684** (с ≥3 парами точек). + +### M1 — Расстояние между точками трека + +| Показатель | Значение | +|---|---| +| Медиана шага (по трекам) | **26 м** | +| Среднее шага (очищ., <5 км) | 149 м | +| Порог выброса | > 5 000 м (при dt < 10 сек) | + +> Среднее арифметическое не репрезентативно — искажается редкими выбросами координат. +> Рекомендуемая агрегация: **медиана**. + +### M2 — Временной интервал между точками + +| Показатель | Значение | +|---|---| +| Медиана dt | **0.8 сек** | +| Среднее dt | 1.2 сек | +| Максимальный gap | 798 сек (~13 мин) | +| Gap rate (gap > 30 сек) | **2.2%** | + +> Gap rate 2.2% в норме для RTL-SDR (потери пакетов, временные затенения). +> Gap > 30 сек считается разрывом трека. + +### M3 — Количество точек трека в ЗУП + +| Показатель | Значение | +|---|---| +| Среднее точек на трек | **102** | +| Медиана точек на трек | 70 | +| Максимум | 706 | +| Минимальный значимый трек | 3 пары (≥4 точек) | + +### M4 — Выбросы координат + +| Показатель | Значение | +|---|---| +| Критерий выброса | Вычисленная скорость > 350 м/с (Mach 1) | +| Среднее outlier_ratio | **4.0%** | +| Максимум outlier_ratio | 35.3% | + +> ~4% точек в ЗУП имеют аномальную скорость — артефакты декодирования dump1090. +> Треки с outlier_ratio > 20% следует помечать как ненадёжные. + +--- + +## Интегральная метрика TQS (Track Quality Score) + +``` +TQS = 0.5 × (1 - gap_rate) + + 0.3 × (1 - outlier_ratio) + + 0.2 × min(n_pts / 20, 1) +``` + +| Оценка | TQS | +|---|---| +| Отличный трек | ≥ 0.90 | +| Хороший | 0.75–0.90 | +| Плохой | < 0.75 | + +**Средний TQS в ЗУП: 0.951** (высокое качество). + +--- + +## Файлы + +- `adsb_quality_metrics.sql` — полные SQL-запросы (гистограмма, M1–M4, TQS, RHI) +- `ZUP_DEFINITION.md` — этот документ (определение и базовые значения метрик) diff --git a/tasks/flightradar24/analysis/diagram_adsb_pipeline.png b/tasks/flightradar24/analysis/diagram_adsb_pipeline.png new file mode 100644 index 0000000000000000000000000000000000000000..6ba72c9a1a830f8b2daf00abdbc2701fea2b52e7 GIT binary patch literal 66223 zcmbrm1ymeQw=YVBgoF?X?gR)Sc(CB^9&BLH;10nZ5UqM$s^MSBcf zx%$HO5##m8amZ@Hqt*akmfPCcGB0^CmR|T8;ec-TP)L!AC5~#S7pL}<}z+JxHAha&&UuA z?jP(MxQ6rW4EAr8>v?Q!8c*}nx0BP!zh~#6`x`hN7q+EXt!Z+>3;Juyz`$^J=0N>h zXsOBmVsTz0Pw&Cvvkjug^2hXew=-GP&%z?|E!Y&bjiKmTaZypvP~WSU=diDr#?}Lc z1r$ng#pAxHPR}~*2i*AXM$>t3iDw==;hff7hZJv#R&#c`#2t?iBky(hk_QDF3@jlbaprQ6 zRH`!%b%nX3C%W;sB*p(6;dro^Si}9{i|FJZd&W=7deWU+QZhCO=~g-vO8uE)b8k|g zdDJ`>8wW&0&&h!DBC;UoO#gk+v=%(?QRKYR%-5@PUDFu5$f_ zHusD2+`@?YpC!8W?q@-qYJrp;Qhj~B`T0KJmam_DWf?ad9s0J6kGRTrSrwUsmg|d(D(Ipf3(GgmqHEQxgarJGs^lQH3EdmmbLIDXLal%E^gzf>?O63= zXhsHN-yK~^zX7qIa1=a3SU&A@he=+$Gbv@9>eD{zN24{z>q;Sj87cjf??Fm5WNqf8 z{ml!`2Me>&wyE|b#Ii`t-H?7w%@Q>xoKU;gYkVplxIctb$niy?Epx&5HPDdTgcoLf zR;LTx2#(6kA2s*mbcHvua8v#L6%!}AK?N)(JxR%~y<#Z?5d==ubEjuU;cK>9Rh87^g+p4y<97E>YVtd-~45IirI-d=qi> z(fq?g%4hp~#vX@_ZLHo}vw!Wx(#AOLOkA|bzq$Se<<-&R`+#uA47KT)g+}kzw9XuM zLO=uN$`ziRLNuP$FW?e6~PwaqZD#K#u_JJ z*}?;Q35GJ92nDn1)q{89x>28__Vo4MH*I0I%Y;l!#8U@fDy6P-7=KgHPaPUEl1$^i zC5YLK<`%(L$sipH!~h8sBTotXDVJHy4CuXu4#(mPkhW+N@)4 zBQOxPwr->{&II7bxC-p)v+FmazeWAyu-6pi2TMH9OZKF5a;VTKZ64C!UU_VSL0y1K zhq>&H`cWiZ?Jg>T!TDv+KZGb2TJ3Es+NbjvP4SaQxn7*!*jYpZ+-f|jRn%Y_~1i|l8f3&px zUb^?Cqo)fD4s24$oat`LU5sv%dVSx%;Xsz2Ml0`-f0^>hC^ELn;p^vLB^Ef=p02eA zi_W28Ywh=*uw*Z_l^?Jd|g6h<}T%I*rtQh>MLq^*OVwsur_@ zzJ5(@&5|KBXs3gg-cESLcC&gjK4i4-;Zj{u$6;342lz5a&k?pphPQOQ4xOtML74lT z6?RvhXN#+bMvTo)+Ld$Za~g08`>i2eG)l_$?>fx&O^$e^*Wao(=ESs1#wor zeZ)_`G!Hw{*mX7*pQ(~?BzJ3@8l5DuIJ#b0VuHX6)#aYL%E-!dJD9^F%a*veeze|Q z67Vc%m1Wz*2aw)TcO)q{;;Q`_#ixYoMpDJW$z9e{)1q!8R)iB%UW%v^OF z@bKLD-(3YgeI8nUcl{#n1tsRu^5$^xBFxk32I9P?^ZxmB)Cr4sYOpV!^Y{`^Gmk8)ul+x^kgm#lNov?UESNy!V#kPH^5+%)nB6jYA)(L8{YlABI*y z!E^Ksw7^IIsC)Pk2l-QQG)ht%A{bIrbACApJ;P@_oNdMw>R}@cKVgoO;)%4GF7po! zeVN|AGR^go12R{T(sWy?nlx8e-Qas=N-ax@+%{n!zOG&Xb!y?6Q#u>{lHtYdXKlZ6@rf?dzc$88N{Z(<(Bv7*0qjik;57FBMlKhBFpqZrjky^*T-)znd1t&I=vyc zSwSfm6+04WjqdkVBWJNJ`rN8E(X9^3MSomIK8yC;H`ia&CB`Nszaho_2zZH#iMmgO zu48x+A)R1!akT7lEB(9IBj-qS_Kx<&a$xjNLM61($;rZ{F{1E}?xD*aF5&e#3_Vaer8m>ofB)0GS3Ic^)C2 zJc}URaJ#z1u%FBRJdBO4HT+pw4{<$u-yL;`BN`u{;CXS#<$3653lad8&*S0|y*X}A z!aCj6&4SGNo`nF>LlhZjzys*m;0OY-w3!DpYBi0yui~D$;5(YiW1mSwb5a1WCq-+{ zC@n3iOtabX3IX`5)8!e{~Lk}HC$h{@;!myS2Wo=d+o>+hRPJEJi8MBUv{pLmOjO80H$5kn@O*CP}pL5V4i zmDLmnycX7j;HjPpv7WSkG44G72i-06Sb*i*-qS87S z`lD(pI`Gq*@%nOoohF}h?_kB;?r@6Q5pQ^z+uf z4d`CmFg8mE2ttOR$jOO|*#>;+U~Oi;56! zW@e@1mFs)U@{pW2#GDH$BnFjzn}aE1Kv44CKiFl*bYo?Eoz0#;u6Lo;k>MdXJLvbC z0|PyMz{_GDWy_ORX}{%fZ;P5J?2U~Z0RMAJz+-IZd^fRIYyO-nKwRR}#nv+vLm<9> z@x{=RoaoJaO+!mdMYP_&zO1Fo{YhY5UHugbWQ$IApWmHp`Fc3<{oXS#KmYEsp6t_a zAHczIwbQlx#p+sJRlrV|85d_6>FP|zlhjeUV@j#kV6iv!BQB64QWcgW+t;VttaaaV zui^cqLq@fL;?_~$nRh^veYs=9>RFLThyy;SoXsUPO0j1%A>*hNalP_4X$!qoa(A!O z+gN)}b=$t0{(h%{qgq`&Zl(+aab`7lW11sw9?d^+f6c^w+>ykRDRW`) z)3W`~gnZG$AMu8~0{enO98s5}1&@P1)RU`K=qeNHhI&XWu!|X}oo{^pbE;1Tr?Gi+NI) z!2!{L!kNBRc*#LLSY_oZDy^s($sM7QpOq!7OR2uqyBpE*H;vaP0E^A)(hIQrL6&ts zyB?vtP6(2Jyl6}cJ}5Bk34A9=Yf-V3!8w^b!D9q3b3W}RAUb}y7o1F_ezp3QyIkJ` za7?9TWWX*5l6W9cJdS9<9A&^$RG+s2@@f1Evb)fmTnqNC5Fy2*`f@Z%K<}$4K}(?! zq1C)U*BUGtZ$zi;=1eV3nbq{Qv^=)#U_h9XSD624|L6t<0}ap{zqVP|K&6XWP$(@E z)8cH^UUsh81Sdxo8~b(K)65*|7nEU%CEI{j_w)0si!95HI~$E72tW*C(Xmn<4llbh zeE6_GclKOtMG|VqYJXY-yt{-1Ru+AJZO1`7B6p+DYAU;n^$&!!1ftR&7g2DX-I0f54*`{xT1;^aX33EX7^DDcslH+XznP`tDErAE85E>B? z5t(i)Ak~P|y$40WHnNl-1OCIqCBoJ0YG77~RM5qA*QuUaw^@}SJSfO?8Bym;Ca_qW zibpBFUZXk)gyx5t}?Gh8?yq`w6d-z`` zs;ceXl#7UwS(un?WD8v_HrY#TMZPU($Z3uy9*AKD|+jR z767vFDJv}tOG-*=OVy{U zM*)^0t?gK8s$@LMZTfN$aL|Z}Q?{6w9a5Wr^%OySFddOda zxYTHavqklng^RoCupi*lEAvtD!{ck;3%mV2j`Z-HA5p;XY7%M(Zy5CN6EC(A>DpXn zpUW>UFrHx&9e#5CK5|&D$Dd1HCyRFCaob=-+rI&wV$!dTq$gr+P_k8Yk+DAk(o%;) zZq`6#`vlO7?){}C8t>&D@I2y0oEu1oPCJF*&gb$#^m+;Rkv6xoJrp`CalU=CwYfQv z%z6_Ai>$9UhdD&>arO^g0g+92B1UD-l<@Qgkmr1d281g6O&ai?$L%jrIzh|H);1>E%1( zq7d^V-r^R&zKr222@MS$2zP>AEfp%l(_>=vYW;$OHp@L9vc`A#>TI#R_Jx6*tar2T zY>o3)#(l63Z6uyMMSa{Eka`R=Q-U<#Cl8u>3i^BmatQX!aZmjj^}$5d4MiV#cv$%v zC(cIwAyLQtuAAcGZZjzJBD&4md)vDfmX?*X2}CFH_rronLVmw*8ka--T2^+)d=0C*>U2+k|9x7#+tyTVp%VYK^H91V zGc~o*(MQnouV^jqKUaV=!o&WaNvGv^-<+hD7B3y$->C=&JtYdIpX*v$DtC^UABc7= z#tVVW%E!(jA1A)B%a<=h8yk6cEQ)~@c=NZdOlXxwUr;G|h1;~GI{kiIF`a30g0pD2 z;PmWtb0{r57*7~oN)<%lsw*TsjvgtEGZYZ>u%E(DA6~#T2p_z!61Mz4=De z@9}-A=Ue^W9%=o054zwEdt#xOrfU4G&VMQe=1%_4Fy|}WgPo%?EO&R=*x1r}U1x#l z6cBKFdiuk~#@U5j9Q@<fPAG_8+VuB2vmCW~J1!S4NhRUlyN|8fQ(=BCk2vh16Kg)- z$;&B=O-Q+iZ|-qndb#nF*Vblwmn)A;ZWHgsv-amaF|tK?3vsb4Z3}Z-E83d2EmwaF z-pW*~puc9)s6Se#8A@r|^|j;C-79_u%(n<^g$Q8kmSj7W)q+wWqI>PdAm5)q$ZAIi6n zyW)uGz@R!^-x+>Yb=3_-a(4jM-uFd(>vZp%;Z!^F>mn;C^9--&B%)K>^uBN7E0A4^ zTxhmmC#MwGlAOy)y~!bStUc$9vJ;Zy)b3~_C&)w`U9ucBrE~|?i)ONGvT-lMJ4fgB*eZw_iiiD zXo^q6Dj-!z_c3Wfgq!07SpwN!rDy4q(9JOn&zGh<4`_TRfbRCN-tl?s`$U0WN69$$ zc&4r|SPztO!n1eSD-~pV3w%YH)Ie&I&%92XP9W1Ct>`R@wXT@x7%|+4_$}u`JfesI zGQW+b_%mk4*EorBCS>Z)v}tRj(zu_vx_>?VQPLt`ZXf`GeqKBtU{b&sI2UR`gEZdT z@ia+oWqxgZ$X|a6LQOvzrlE|_u;9>|6cv0OET@iTrvI=dGWDdH9`a$za|Rd!CC~Xe zn3HLePA-i>6Yo*^pW8HD(yc4KQJdVet&Zh|sFIYbfqeg3iPGjgngWdq`f#RKd%P`* z0&@fe@y7X^Aq#UWQiWOXmaW{PevY{99-L|0)tqx4yvIyPNSd_DWw%}0#yYB)_~Vq_ znwOW)*i=u(YG1LHumw-vNx6!^RLUDQC-a=}*+tS~Ir4J4r?0O+?Sx0Zm6?HVzWQ8v zDrrB+l7B&HxA28FuacM>=A=|O-Nt!&Qq$ED6+-Mq zfVfXc1|Yc?TPwFl>I^Nur`aE1GcDCJ7!iaid;LAKzLEDT(|=jR`q%L`#BD93bJtRv z20EuIk75Q3so=Rcfw^XLH*UAj+g>xVKzjyz`0nOuFmx|`Tm%9yO*E=-sN$FrK7)C! ztiH9vrFVd5!Y=o7ncEs*+x1ZG+*`RHFX88O?`*^8i-Igi+!2KB^=wsRFJ(_l#!iV{ zh}J$qT1s@*1++OaSp;}gwe_om5=qv#y9P;YxJEQ%o zTA^5{M`vbMvl_}^5j|yQ0iHAMAPiuVd)O|^P}2sp4pV2{7Chy^?lbXfJ|YFKrYW0H`juza$a-WL@t23nfR=5 z{GPrKF&W(9MI8t^&^d+~4Ef{Rrj}+y^;ABmobQ~Khh5T2(xBIN0QLI*KF6`M9Dl>Q zf!lVxljyw{n!%tUOz^$x=U*X6{{$KGCqN+yH>?xjr+?m7|0+O%uo3EX7rS=+8lc_rL?u*0BV}-PUR6h*jvq@a)9A%RS$24f`?A zgCACoX_0}2S!qGJUOVFhb_VI)r&!%~@;bMgsz`du0M%YP>HhoeH=6O_x2F2u1+ORe z%*D}UUWTB1Uw_wUreUz*tgF|1-XRN;7)TBIgIO7XMZ=VE7%4D`!3oYU`A|MG5i-oF zhRU!8Ep(C=$Eqf32sVa)|f>NY@xzI~KHa6jqza=$74wmFAgkP-y zgWA2IT$H@Z8@2G;(A_UJNm$PyYbY^YOcToXiUuSM)!Ru1$l2q8CBV#g(DKuq*V#U1k|8x|HTGQ9QRI(kW+ebJ zJQb?E?f>L*lsA-#VP}@)q=5mW9p&~BUEGVQ6yRhy;oo;iIsXius+I(aD9C`6KV9k? z(?F|ALWu5|LuD(y_D}obN8SN^w%ZRG$|7-Q{oz9d()-;f(zac*N*hk{ib|F`gKk_?rn0I}zRh-Y zlKRp>#~$Y9{Qz(cDjy9;Wl4qFpm1xM7;){C`@*Mbdu?5*GIBG^@v`0M53TR#Q!cFw zO^cNE`gS*G`t3XZyy@?*sr*Dxk~`fVor0aHns~%x@vVb53Anyn%Y}RP6`0#f^Q4EL zHQ2zy{RQ;wD+9nYQ5n%%y%o~As>&IMS38@6h+!HjVij>eY zE$0Mi9XLh*H{*xNPviNc7G1gus(;X`Fhmu>dLp{TAD|WFVjk{)))0|U3W3MXyfbKn zn&<}7a&!=e1iVDS`!%0qfd}SGff{+|A_WyT70YMDJTl1~#HCStZxvDRI^RTH5$IVa z?|qtJ1$=B_t4WVU{IB#pOJ z8ZikHpYC|xWk)3Nh{-}eK(n%K10XjI+pn5{)w#ZMZKx~)8lW6Sqw8hD);ZI{OB(#^ z(C}Bup9gP$VZCIy{e|SBykl$?8YS<+IdE*SE`zi+#TJ~-j}JFk+wxHU%@A?s2LU|4 zK9tsr-f(E-=<>zs<#?9feQ$PPDx;{p!bBk&k`q)lIiokF*jg-6Ht|@s30Dl}ZvZ0_ z%b@W2Lr)LALYcv{77d9H=V)$;#iF8N=qM{%cW6LpEW0@F^H`QTDuddSD&En7cXsK+ ztUocab&d_mf@GL^KDI3x;ZQ^lGB-0 z2?oED^a%VMNcyR;CBC!xi>jU6ncVpt36P!OB~;#fxvq}e_cHlHF9?YOTc+$quNrt< zkkh21X!!mDq^w)K%Osxf-uZ*VusPz8PP50vQH5I2)wyESIya6ugRx=fzEfirGpi&k zUbRp#(7@lEt?LI!AMTbosBn9Is2kC3JKpGrPkk>DnI|A`4cZmang7*sfWIg z)i|$+5n5CxK6o^?&5`cn@mI+YjnYIy-d!EF36~6v1i}4z=Wb=J+7UZ8n%|?qXJTWw@WUOyu?ly7$b% zcQlN}Ya?Y%i(+NJ0K zCbxCLPS<*aHc2NB0_CgGakI}uqhG12B)p$6EAS$;AG@iJJ)l3s)=yAF!$ckW5o8g|STQ zr-NDMDL%F_hIlM&#Jick;`+sxg@AEcug2Q7*CNVPDeb;co&pWZ^p`Zerw_yL z_G@N&_jTJUzdlG$y}hBCj?#Fbp!Xqsg#E+PmFm3*3yTTObK3QHCO*2F8K?903W#-t#2+j;+?#1&7uvx3Dt)&To zUzn@LT_Ejrgw(02arUH}&$fXhCNeyGN9bqG5EBtiDW4T|F^Z|JFvNyyuMo`#AsMov z4(CFNB;vZe$MA1A0hA94htD!Aj}gsG2g`(T^Gq=OA`-4Z=gNEXurOosdwK8Dt^j^& zv=@GT!B-Q5N7_;8EXjT_Npg*gq>|%B@g}*j)p%`bODNS^jM5tzkY2r;fEf#O1)?jR z-UK=k^R%{e(cHg^(rKJ#imsSwc#3~tlR@ad5C33B}B13jNUV&FZC z>tv!^dx>wlQ9YReyG_roPEKq5KG0=E#Dls&oSZPPWG0Bo*mwb{2?8^b=O~RGwEDJ&TuSD}AF1bmorZG1ba0|^Z~BrrshreD zXN(RSpN>`RFD@y9(_0;C=Lk6m5MS`}Hm2z#s49$uT2nF#CPMUN*Lz85-x$A72>M|L&i+Vo2PY0oTsD2lA zEsXo4dWg;bxoNx)z2l2!mcHR;8~8td#^ir>55N+oc8f-erSwNeCUZA4fzz<$g$G^4Cta?xG;_M(|@68OSqe< z*R1f-;7Tl|R`Gh+d!?I+zX={F`4*di)RgJ6esy z#CdU(T+He+w|bLQ>f&!dPH1v1%RiuUloJCBku_c)7B0TbY8z%Bq%K4;|MD~D-*EB& zDy{#aRb;=#^QEgCI$0hnBiqz4{-=ihk4KPG{$HTyEaK)rEZb@U;vv0~|7a;g1Ihou zv0KZjb)+#A7$Mt!_|LAiKMb@WADwt50*ZaRh&(-}?5WcUDFx0@IEDWwtet`NqX<$5 zyhRhKlMr)5l3(=tf1=}O6JN*uqw}d`IPHBS;}%mIx1N{%6rM^u;e)yGq3B9qUr}ItznC}n|NFj7MS=%gBno94CA;!-r0$fgGJ{%KwhZ|U|ZzB ziOBg|VFS90)8d>6EFUBy_iYb|U9&FQ|7F3D{0lrn2N3`*YKYOQj$4220)2l2J^Me^ z-!hz6C|WfxHuD+$9!^sWjhU({DFsp%bj3dRw-Mx=5ZB=hgTH?nrb^yGMv9HPX~OVp z>nlDmF?rv@Z+cY=>1VAiHInt$l4w;-{ofGx!5Cy7N9|86fHEiD-^|F2vcreVefRyHoADrwpl8ou zh|@5?7Wk1bLI%yAoXhqkM*?;*d$u%O?%nL7&1ILE7{lXus8h-Znq2yA7@0a>r4Ic~ zP4zVQBQS_?m|s3BQ$Li;uFiTHu{533zX4k0wfOzi)M6*bs2hMNuCA^rWeV(Zd(2T^2#{ELH3oJ=-x&CQW@E;?Rb z%YxoDwKc0a*q0RCU&aas!!5>NVY~urD6c8_Hutuq4jOtFb+zRf=y^Ske|-na!>pB+ zzT~{P1Qhyv$JQR_XfI#&&2 zKy(Qa>>BnLD0Bq9q6}#9xD3at`q~@o<9#=j!4rq20^ng26J73>TJJC^rY`;1?@t#z%v(fETdCB{EXtxl*g?OfG9I-{r%_rp`ZI%zAA)l9HQArP^0V^H(=#TQ)Fw zY;ppp=jK3Z>L-O{*4(0^5Qz0;tEY&;-_uDbQ28fdy7eB;u&}iSfWMrs23h3~n+Mv6 z`LqR{PpLLp<-?}cj%TOg5#iUV;TRY%D1q0`d8AnzM%L`odUdf_VY~Rz(-X3;DnBrL zw)KM2!NK9v)Ku!iVpv$1ewz;yA{nU?%wK709VhIRm2ufFd0im{;(E_7&YB$#Qm*d` z%#2BSTuLe`KJxM1Wd{dW#g0)t$9zvio0O2C+vuX8r`P5mhzer^@I7~TM?63ouCej% z@+c`bmYChcY4Bj&oP&rc87Mfl{|5emd3Z#74w_x1UQq}-9e;6mzp>SAR!rwlMq<;o z_aaw~Dm9OmV7|K>oQ5+Mya)f}jR-$d-%%)FVBp~;gcN=7k#RH5yKeTCQP^OiXJV!U z9Au%r!XTUtnMNZgq}?u2R!(Vpa&iMUIW`d=8w>oR4fxu) zKvHkJ*x(#CH_!?b^ja_rRV@$RuuiR(uLegM0wk9W z$RTzg$)O|S;!?HM)Qo3~abS6JTSI<$p`l^wPfgY52}!1#SyXXw5Y(suPQ<4&Jg0J&mg}(U{?(%o;);r8t%05C&8|4uIABKn z8!oDUoEtu1?dmjnIFJ4LaesHI4(z;{FT|`Ji)Z0}mzNZwfN5pL1D-w9Z5~P&XkH?t z`|zPeyIN8X_^6&0szbR+hr}?Ww62=$_Y!k*R#yYjH#RorQ&NZ11@2;kr4$ukQ~q)J z_3Z~U^RA^OP~#le)jbHpT(0*O@|A4}BD3l;tYl+nmx>@QE`UJF3NF|DP}5QU1OYAx zv;Q9RD_>}ES5+4ITgYhzASOIC3 zE2Lqi08G&QrUEGE0-yifZ&ngx^Q_tB$o7yDd0m=+;J?{t_8&pQ*cG|)^VdWceCFbg zQAkaMvMXPesrAuu$WVdlV7wa>7Z3k4jcUQ*Bo{}U)1jsdNYdZ65Nh`EYmYRUt~ZE? zotJ*!KhxDjLc;%Q?C}r&ue<9wqB98z$;lQht^5vE)etD-#ERxtvCX{m+kk+;XM(=B z6+2N#@zi?M`x>ZGwk%lpGlPznTY;Q~m3be-2M6x7uI-TaFX5RV1>W@>wWl+Tu~m`r zIop_x($Q1Zu-;lKTXKILmU7LZ7V7Kic}2+W6`$MRSuNGcFNb-kLlf|dj5S5^VMz!F z804Er-1S=$BJ#OG2rZs5Q?r&-Q1JPV(9gNNf-=^DApn_El$X~teWyN9hz8LSQ}xX2 z;KooWt(k~tdtY6X_Y*58tBBj_+S~}Ix-T?zMR++2ML#=IO?`3$5BD*A8Q9%)dU}fT z;7ZlaK4##x#k^QNJqu1w8Y0Wr3$ylZU#;aT&lv3QXXUiwGK?QDg>IdmIYLQXoFg=* z9lmDS6*4d4;l&#YO0;+&8kTO_rk<1odOQ?9GYKiYHbc6CEAujNFHHjjA7$n2${$1# zl6y0a+Uu}5Um(%ZJIl$(zBVy>Z>Ps!=}1_Zn=6$N<(v_lhU@@egWnTxCSJ{#7r#xb z?eqiyd?UxK^I?w3p5#naLR?ZgFCiUWF~l*Gv!*=16xd-?Q%DW~IN2--0ftYHR4w0e zNd%$--!{Q=K9^mUJqvlcd-=j~vh???gs)gJfpv7&ms!UQuFN*tvRx`~{Uam?%mZav zaWx4aOVm(EV(xXF>SwiAm>8=B^mKGdxCHi%I=eOo27=CJu{p60GWKtxx^w%AoBzbC zPZ*nQB$nSKV*&088YNvOkey#F@pxVB_%6UpMy6m2h2O_53@Zm%hF>V9;gfYoW>TGc zX}Q!Q2(jO4sw{q2wK4{_Mh(one9hokgBN$u&~#EUpr^~k+#_XsLdFWMDj^}^#|f(q z6K_|y#2LDrY-mEf`nD4<-b;1$NdV3Nf-;|`Q&yIqgE*qEiXLLwI18qc2n4RtB9>St zPP?N~vZbZydWP=^PYt$@M@2WBcy;BpxoG)Ri&~m4Ur^fV3Ce`raTr}jRkFqq?G#U9 zG&glwnS&+NnHbp9Jw!^M;Nwz|+;6oVi2Az{vVR}?A|8OMVN)9P#H@OjHIwQYCWVQ) z@hKgzj`7Cs&^v%?;nv!qeAIwwvy7`K@;Qd7lfhlPdA!}ktj6BC7jIhSqo8#?-M ztk~ojklxVlxNk*xxV3gzWP#}c8s+S4vV=sSf6yENb?obB&~&Liv|W@dLI-4AIdTYC zaVleD5X)WQ&6t`NyqMfEorE?Nz2&0SE@}z79B=b7Ws}o~o!5|XMz()ZOXQy< zRIx>OukF7}ZkbqYfR@$I)Tqp)LPbw1UGlnE?cFbVt!H%-lM-C(#p`^3cMWg9DR zmxmHTFGE8CqVzr7C+><-C&{=Uc&bQW7goF#`t_h|>?U1m_G8RGHGd)-#_q zb=cp@AEl*Clbo_qJYuVyrLA z93Jewy)4tlK_&x%Bwhj|6VMQ-fh$-w%t8Z0USYnW?;YwhkKUQ-vL!_>1#BS3RP2s| zmp3A_fG8sk|HT0Q_ZzN%U-{jBdJ42M=fpDpd*@ev0muaM9O=gjQ*nAkcWyO~V6X53 z&zO4?v-YgA>zG@7RREr?(F6>aijm678``^M9MT~xtA1)n-6=D!^k^@lc* z;?n`)c2=!r(_6V>VzX=zjUyMfXuRUX-2Z2O@#D-H4(0kq(d$70AUZ|)hW}Jw85t*` zVE>1O|Np%e{r|dyA4s+=7$K=aDPsTMJrN}CD*B5P(d_ptArMp4(w*vN*xg*+r6kT4 zU9#(!q(t1H=kL?+{BLL~wTlI)hIF63K&hw5j2Z_m)DAGIsodg!~z zvRkiy(=IrneLt!?hp1paoGEull)LMcLGmNMkB2u?oq7bAY zut<@RogZ)*vqy;_iJwAk=I{b;--xa|VGuc-(wrzy zOvPS*K#g;uLWe?i#MY2+4Ew1ZI&nr#C~>fQ7aap$W9?d#H`(+7l#%`e+NBKtndhJa zm~qzdqYLlf6YSwb7KKQffRF3AFDT(%v-zE`+$CZHC)I&{cF4Y7_`RJ!rVo2b=x~a> z0Z!DS)?RF5eO~{vEkdA$`f!_><_y?7N>nm77KOD z`5(!owEr8A$m{(QzTRHdolWn}HcCS+fv@>Ry;c3Snf>KPc}xOGxmvSMVQD0QnHp+2 zE9RNytt^g38PIKN*6Lx*>)06Hl&Dp|H0LjA#@|f+zxG{Glck*JsbfO0MWO_6H=G5z zSjZT-36C`j?M;Z9D2pf?S8OD9oZfbol$=j^5{wDheNJ7CM9djXmI-cURLh0pC?4dK z7t#QIo)QxyCmN0WuN)yVJU|gn2QZw-lmDlGD?#(?%dnEaKp^Z1GNHf17yR#kDDhvU z*ozXW!F0+lZ3hLOUhC<&JCp&+)Hw+GJkuK>O~$$#E0&hc>Sx*%B6TzngCV@}N|cdMN&(^i?@(o`w?Kd*-0#<@X|C7smv2gX0TyRCPE!Zhuy!DaYp2R<1F zwdLesMT~lPp73pz!+gH3jIrLGD_%!P zYBydK?w`xYxtJ<&eyy@Tv-GC!hzOhF07u1k&d;YlXoAfvf!ur!C6Fqu`TEQzyg|p- zSh}GHR}Rg6{3<}8C>b9{9lk;@6m;{@TIvB8tPj5%sPl*6 zt#95pdQ;TeH7g!mW%9Lr_0#r{or5WOJDYczzGtp3`1v!ns;{r5RWI}QOjE+0r`9f* zIej4!@ntDn7YG|QziiKn(N>MI!w!s}gnT3VcS@LPs!gH!(r$5Z!y(;cp68-2EG(2V zz^S%UMOj08qs~odIi~kS#_s|zA;J3KnbgzZ6FI_HT@ahS%tcR9GJLS3{%dBVDR|Z2 zgK7<-@YI{}g$+g!Sc8PYay$WNtN77CMe0{X&kj%j)_f%4z;Y#2!BzK(_f;U2fP1)a zXkh7NnjDp;le!s`zxjcif1A2?trIpJ;@ILBJhfCc-lWfU*W$)EZx6Zin@n%gMl|^F zs7ELk+T9qL{Vr^{Su=%m+eg+4dtT%*d?QmYoa`_+3y>(cWU%&Q^fg+8BbSWS$EiHq9v~+`XNp~Y4AdLuv zbVzqMh;%ndcMT2FFg$Dg-TU7A-FrXJ->(OUdgw6BwXSuo^^MPYuG+rd-V|Za5WUxK z`<(b(6KFoE#dWg8$=p`UABScm_jQ`ZV&`5vWLa>j67}5;T!VY*zZc}@(Ugta7vJyS za--X6^b~@*H{)}*j1T7hfp+5&bC7uE2>3wPx6(Ei&2_bt*0t9`0>FA&QDvM=o!4SkkH2u%Rf zLg^@==prT(#}pOwp0;s|$85^XRvSDo2vc!LT!`@S|$%cNFBB44ZqCUIxv5g))J3iQq1!}m^Y-OS; zZl`c`5+u*FJAJ%=IUBqbnGSCS1*Ov+oHP?zJR@W!CUSOkSzn)myj3F}BMl@oDUjl* zpludwzxM3!p5Nz(+}ywX460=4^m%%i2l$08pn_qM$=H#o*7tb<& zW$ZEX7-wf!^r}0kvFwi2Y}QbqB(pTaqkPQ9v)6@7bl@kNt*8lnGvlET_|F7u-DmS7 z2Yi?PpEZ;;y6wZjylU}!hXhHW?mkvRG#rRv2AO}^c23r*OOE91`Wu^*5}>Gj*e81H zpX5G!w1`P4WOi#Kd}34l^xO9og?PQ+MLDO}Y6k(_Jw1J3IVy7)80xY6qAZzX9p{HX z6Q9`4`0{;BxjpJJt(ENU!UZjJ-jz{Vmte8nZu%O}ThGdwbz{XtI$$%lgJ>NSx3zrR1E! zM7IxJLhuZgqj1tq+r_)@(Rplr$U75@`t&c+fz`AvCh8x8 zohTCbn+lEBjhKrXOURTHiCOy$DBOn^ZN~rF%2?}nDkCD$+^|o_#|~ed?kn0 zNnc=u4u4-yU!Hlc%l-llqaZFl0kP=nU^g{lOL5ciHF4aM>tr`=+8`G@iRYY+70)S} zsrH_zKE3(XBbo%(TfVAQw`+ZK$-KTW$qMMe(9nR#`lSHkAvZt2+C!US=09Ds7jqNK z^@*DD8amVAJ9a@wLm!ZlzT3O-mbEInkT27M)je`(jdU4BZ{K)D z6qi&1+EOo*l^My5sO4>{M@zV$}}rxyF4kb)70KuE;%=TQd9P*&Bc5!!&#`2If^Z|}O~a|*Ro zs%CZ)T~26$ySreTW9*z;f)+orKM95Q$XpPf9aVwCV~4QL;X7k7HxXw! zPc!vzslt(c1vA&zLF9#sCYfXfr9GBv&9(M|bX-L}?jOG!`ey$PjfP+4Mu8-r-Ldz@ z&a$YS&4OI4{9^6?dR3zN(G!E}wkU(JBrd_xsiB=wd~+g=lYJdoCjJiOpyP)3?^Q?H zxcApzDNg+u09~&9vjvAWlmq^Al2t;ndU%U)Vqr;~z#}tvlyWY+M7B2bU3CnnQ!SSR zxYJtju&SZqsw4}Gpw&mt@d>4|(fzrG^Q|L8@<=*mSv85xKVNV|P*KO`=M={d6RDBj zh$_BU-RGFmZ7I^ADVRHtHto$JgakK!HCSZJ#F$A?iBo%faUp(jp{iD4kzR1E8L4E7 zR^jl&*od}RH!datzWd7<5}cAJxyXiTF{A1D$RFGO?f`c}79LAL;1v81DMBG?wpPWBDWrvqO;z=Pykc3g>E+qzk-JV`tz%gu`lpjay^I<&U zaZU$XCHf!Uk8--=fkU?vb>`b|KZs9Gcv;ofM2cZCim6PnvX$9b&o7tquB2i_fiQH! z!bYF1YrtwcUu78wM`e|sY7NS)b&QHyz5n}&hO5eFv3Y-I5;R$oT3r8zWe#`SIsN@I z4jdKP#ILCWZYtfYqSKc{xGWROm5_XC!DcAlAD;k?cH3OSp(px2=;e{)8A8R$?m07_ zR9TsLjnzv}KRsZ}+&ggl6j!Y(du#q~!m5-Rv@u)u_Fl2G2~h7AVL{uz*IPSbWGX5v zn2+TdoHBAcu&IwZX+6;^$obSYRjbPzlf-krJ5_mlZ_lU|sR(AVv8l{T zUg9xs{9F+g782Sku(9Urce1ZN_plhdectti3f-I@&9Wd}iFSeS@L5%}-%xH-M~uTW zH|>R7UXEGk0|Hz^rj2Q&FaDd|s(szv!F}t2pMyeW%0O9-Rku*5MTncFxUg{dvJX1c z*qGEAhLg|HI;|lpy4qW1Ne$owUz_ywoPzwUOL%K0XymOldJ0F<1z=<7=x~uS3u6r( zv#aVm%LPQ1m_L&q;S$4F{5G!4?5_T~>2w+T9=D8(L}0{if3QetvS_887oH-& zRo#_WaV#Yjak445SZn?BqO2VCnA(y(G{ksqz5QT*!76YdSRXiJJ$eNGqm@-pB@Rj_ z_SWl5cxJCyO6OO9`l8>=5;u&8Ho96qqy+f$V+D91s4BCh_> z&=$iqLe8+#Mz$G;b@XVwwZe z{fkDLw!YTP+(KMjEWEr%O-(Je=0j^1quN6kdRA6b&)X?&62n!Bjed;^@20po)gnPm zG6C1)_AeVICZEN`8Y?d^hnDD3fUav}L$a$#cBwfW~GwI-x(A)#=OK z8e^xjvX|+ls$?GLy9aCUPK7m~^LxMxHJALg8AM-_?)H_zeB2XE6 z*Za$Dwsk}_zH6wrr;aeuzf98&76=cB3W(I-n6Ga~4oYy@A--di$*s!IsjPQyCsvOR z{)7YJJKLW&ej`l7r2?x#LpEOjm89M3rP1$W?YOF3Zj6uDzK!_;&#%yo-+9mdV5dQU zzFz;_`VSWx-r&*#u*n`;}W6KaZz#O$uN>c4&NBsmDf!gr>GJ#Su9v)do0iEz1W za+>sqWJyP+ye_lrBY5P`);l;j)7yL37F4kbd_a6su&L?jObxA?dghyIYcJM!rp9$u z=Nq2k5wPerC197kj${B&obMYOs+yYhcR%kv@>j^oLWTrwY%Lv*!6xYBQgwIsi_?qY zC!OI1ajcs`A3#Yiqq6k9q{?Ti4s02@tk0kOS5^u<&e6Q7OY%zS%1tI9kl={2=so|yaFD4e%_X_DF=E_FOib{P${nQgl;*fU+ zu5WFEqC*%MXp{K`1)LTCbrWE0rGABgfzFRJ8H#R8O=^mVM)&Af(3NP2WUj8RA3XCu zbBcmO&%0XvRg{>L(mo&$7Mrj`jgC0bE%08R{7r=otWh7%ktvjmM8r!?O!^ z(nriH-6~95j?S7L*QFE`6cp``;SU~*&rEOcRKasLk$jDM2D)GN_w4aZD(FfoXy_CT znR!6o>57|3is(~3_TUv0<3;{_#yy#Q_2;RE5~v=vcUr6e#ARg(V*Cx&fDVS_GekFg zub}TLy-D*cS4_m*+i}qb`*pRat-16nG;kC1(P^-j@8!H6YR~TmeoUGBON|@bl)oc@<)OvVnEmnJTNq z6si?zpsP*5h;-GdpK%HE?+c+>?`Idrk_RMvmxuSZh0S9R=(_Mzh>%3rLxCeOtd3Mv zpLy$g6h{1RyBWIAi3DNWm(ma(e3c*_1)}xy^qn`eLnCYx6GUL`KYVKnbNXnzHLK-v znTYCOuVi3w9bq>-JXXZSDjzEU$LB`bwxsts#BX;u*ySMeMp)TOBWdB%ReRy2Z|YHf z*baM|jfp*~PnGZ1*gLSNQgMD9e!Gb!pYp{*?&90zu-rhc_C9#&$K>RC^eyQ3q_3nn z9qYCzR3N}86QMGEHejlz>Kzd>IMhp!!(~>4ZM2gHR!fUzz#9N|pw74}0)Rc<=@AhT zU>?GoJdiDQ`CJC4hK9UOHh!k1Q8_!`*gx>{f&_PK^*UQG>Z&VOdXHsS{&6G-t#V!d zwIJxh-CZ`^0;d!|9L|;9nJU(4aW48mW@WYaXqy-*?H*fbh@N&ci?X_^;?-5Bm7Rqu zb7T3n&&|{k6-C|w(@WDho%x1TJ(i1vgTdC4lu^R9)2~s`@g3=w{i3>ZZ1PCxA)COm zVeN&-#IQ%vF-OJzomYlMT{jqwFKCy9=cj7CC_-&jF#4k6WX*MBqvOXW!X75(`c$Vg ziznt24bvBf*f&oC8{L&6y+!;eyS-z;mL%tBcey^L2c{899GciftN$abyUR^j%JanN zXodIczuRW6_8Ll3@Ltlrr-Pt)ohR2nHn7>Jcz?;UP@*Q^UIK5WTLr`G|+(`|m_BYp8|cy>emsCgyWZ)~(%QuMZ# z)|6=vYYEuqeJ)CWR64?bNQQ0zU#UKis~fkiuE>C>)EXPTx{uSReb7EehWq}00s?~k zF1y`}j4wDj1qE-H;I}h>2{g<3d1)!BTv;qZfqIuc_p>!g8X82V3D6Poz(7EUtQ#2{ zuC9Rnsovu97}j~Rb+qdD3jzQ-o?<+kn>SKERjXcQ7D=Io&H^t=QAL$s_P#ss&X+ozdIT|Q1Rv1+@#-B}*O5_ixk;92yI zL2ZgXzT&JlbBE6xb8h>so`s zLeFa?BU_Gy24A*>-zSzW6xDvLX`eJ(@ng}k!|1OY!Bbhj30?d&-X&U+e-)|=f6P>Q z@J!-+3bQL2ih2o(%V|@o$3t(kYAI*UJ88+pQzA=l_u-qNn=V)<(hQ91kGc8zWi%>aQ`e4s&)06- zuAez8?3kGr-B?ccw&Yq2S>HL`{gQ)mwFt1R+$LAdwiDr3;Z=3;Inq7oGtwfm_;inp zCa|M?xV@B9bp@2z-vuW1ule%SNXY8qo*Xf^yyD>6--S~=p_;ieDHev?%!~@l-Eb$4 z*NSs54KU-P?T96^YN($@qI-`hw>{2%05{NR*Dz!E>w6Mq0E+ZXo)Q8jg>+Ak$L~j{ z%v~6sP#rWDe#=iRAH!XAP5CZxSEEU?eB>(0CL(VQ=k-3D%#DIlwT)iraDyDBl0n{ve2d2b0Pq}KLez(s?UxPcGJJsOF%)WUaxmeqlC%x~Xrb7?uhRB; zChr5=qL7f`W;vb+f#z%P>Yp)nY0;D|Qk+lVkcT>g{+~p}VOy|@-uMv(eTth#Mn(n{ zDvnL2$?;K8!eC_N;26_&cLP=^6Yuqg|G(hVp;q9Ot4MW>@%h5-BajVry$u2up78@F zO6v>^`5c=plGn$Vg9D+9qws#-P~i(V2?_5cUemJj5ZLyr52&J}P?7ODmu=7A9bc}# z4U3VNlnHKf*qgSQI*7e=e^4KI~!fd4hH3KHraSznpXmIIq|D!p_s`S;WA%iR`O&;_eeQLl}M`jS)gMDHG8vD zLl4n9crPJ)??3nUGGr#xPGb@u^`F2~ui@YMwJRNyyZjSVV{nO`*TAAQ43o5oQc+QX zs=Y@!^yyl*?d|J(aI>gVq@ASbp0Zaqx>T`aDS=ry247?<%5dnbacFRYdOk@vwsQ^ z=jDsEcLWn!-T2&Er?|?y30Q9fbf#~_{42P1;{gSfE$22Nr~o1XFx6vp(v3TK3u`%m zcql~gyPuJ#WfuciS>BJ%pv40yuZu29NHB093(TH8?aOf!(B%!qC*86fX=P`lQkB&B zjBQ}O03W?HM1R!Q<7RQt{J^VG53p8fXc$cNEEc)ZXve2+f^Aj`X+J9q;^|VcpDvvb zUWY?JEJMGo)s)z};DFn~i6n`E;0YU(y0C0;Amig)fsv$^JQk!?zhZA1sFkFodK;}C zZ%T3urt)bkDr#4G+Z)Wi;+KGQgEvW38=9Ok1k{jWmpo2gPkF&90(F8gbSSa{C@XIY z077S5)AAZ(v8^AlA$a()Ek9l~`J7u+j=kjzPl+ddhIgo|AtnnP>@E{hpHPjfMJif8 z0UTsN)K4rSfKLTPExl>kpKN-%V)zFm44^ffOWnx$1Zxr!pHH`iU(@hL>#6VbJhKR3 z7$4&y71pnhE;9#c9EKq1)*=Oq`T<)e5$}brC@e6I2^jtxE7fRm``D#;GHE%Wy-WPW zMj>N(+YwB=Ep+j>>b4VC0OJ~es*bP1#o(TAX@*J2c{3Ou$~*o2BR4SH#2*j3R=`OI zU!&~oXPB$ke@O61$P_dcJy#BHAsE1m7Px%@^I=Zn$gZ)G31I1!uE=UU4I2nLJGhC9 zMmzGkGns76y3uCIt&d?<6nD>WIYqL6I}n?+($97EMV^m z*2n-DfTAm^_Wjs5}pduh~gU&%?(*icYYNjf)!`9Asi(Amtnv`Z<)?wfenghmwW{ zpZMkzKoAKG#yo%r8?k?DDQtv}oA%i79g=XwIn2<~=p)16YK;YXUDV1-MsVp8dDE4G z#+jC!iMrW`18@KS*=qUVNE`BE^b<2TZ)b>*6~|D z`kwbfKvZG>pWwr&JdVwZ>DZ&PkviV#fT$r!;8GSiW-D1#yH*8jJ)DNI zuZbMIUj)49>~d{^n-U5wum(mD?s41DC+YwYF3F;r+=ARqg~D^udD}v^iC}Y0sidNU zoi&-C;kO(x#p_za61@KX&;8-~y2SbxDVNcc3c~0Q{s!zmBw?#Hh->|SFa-a1$O_Vyk_`{6F57W)((#@B|HSN zw(O6DG%PJGt-n4}C~scKblrc)qUKSvL4MzpwOF9lC}_=mE(`geQ0lp_kzJLGXvpX6 z0BO0W2uUMJ16Ehhoi;%{6u3>LhKhw)#bVC)PzEqLOj_=Ldees6k9$$`Ai;OZ)FnP4 zmQohS=*ycpnhVA!2?0xblJClj@clkocF31qoZn9%yj#QsK*Pwt!sjD zK-pUGHcS2H!M%attDJ`#s??kv1G>Nn7Nt{T&hJ4uDh|P$l@Fh(D@p$%6U=&J$Qr1^ zTFS|3$Y$8xB}iW}$I6Bq8=IQgrfBIC__~j&tiZ@o0=p||f63`MtiKo+GfK80Vvt_a z{|BY^_uP=+SEoTln*zo2Cmwu0r=TK)Asgo7sAqRGc)3$TL0aqB?|oxN9IjdgI;w*c z(DVIk;V~X=vl}X&yb1of8nTodwRNoO`1r)Ft4H~& zze`P}MRZ%O&&hxysp;{VPMvXbLUw1B(lg|pVYA9uEuUVwAx?ACN#zGN+i_O9MK(sY zb|VSE24v5+5Bm16!H4fFe{OMY79RE&+D4#b+<5F+X1skBAaBQHGMz}rswa46Z%g!C z*>qRgluI^TYqNw4?s~6T=`Zte(JSA;jZsMgL8&{q0|J^Et1mGHq1n|NIi5zos+n|3@-kIK^$J{S(W>Trep7

k}%Fk`n2S zlIyl?x?NMLOpn&@*mRu@IV7YcM~k6M`|JZxHD``p+HZKEsTZLwytj9Hb!<1{GF`H; zT%1>gPeL^Bv-JjptSDgXccupxO?$hNmd@r-ez6iHcrUnhHAkM)%2ZYP{h!gc9atV( zEPkwCctLKS^-N7NRmX+#>Cop(u{sptoqJ^So;FnR8W{)ZN$SUMo9Y=i>KX zpbM$h(2CQlfAjQ_f0@PXmFYRTM35NhGv{vX2WZMg$k*Gi2vEJ1(=FCw-QnV&lMV@K zYSP7pWVB^~&gg!VhwJ<~kX2dFwr1p(=4!E80wAEuu`*mHT=eFF^f}u2rWUV=JD)<(-a zx}oIkjBNMigR#X?_JXkWyNz3EtdiEVw%n(fiDcwABl&8eBVD6AX|AW(l-g7doA<{y zn85EYjD-^6odwO-GjoMn1IZSdFDH%&GH zk|Fl0LsQdb-s39mfFyOE#Q8maoOtHIh27aTbb)6`m!5@5N>WDXc=nTi=AI+QThGMG zjISBx`BJ`-K6VOrl6GH)LTlcYy{G$!_?d_Pz{5lo0*?Y?Rhz7w3m1~&zDmUsRL+NZ_`Hzjp(j1YGPI`&9Zb>@@+*s3Oh{@iW$9s%yzh z=qRoF*RZy{pruaeTaT}?N&Fs1H4gdTv5cw|a9{q;)ES`WQ)NzSuwOo8d+yS3fO2$w zz~RL#NEY~QoHghibyC22NBbv#3t0j8)XZ_V*K8(8s3y*KQeB8%(g?%cA~xm+5Jb4-o1Ofkv1 zb}!p`PTM%%G)m%fO z#QgiAuWXZr$ISEl?zrz@=Q9$e0^`Enc{OBrdjRv8ygNJj^~8Fc-n^=so{n{@IUMv*4DUISJ2outg*z@T0HD^(>4MuAtAVLf3_BAvgpNvh~Dx3lJMbk6<{eq(&j z+{9g6-&?;XW%59;sbJ=Vq+}0Ra}&?37QI#?Q=x^K)*_kCygnD>71xmk`@c*aa(^(s zq@op~qJ^J*-pQonV^(ii>zwY}?M=vzyLVBF5bmZ8cFH-W@Y!sDYt7})fElg54!VX9 zg~@~$SR2Ha0oE#r7f4vtR8-UwD?CL2juik4xOzMt?r?!e(7|N<6au+t(o=M-cB!vbU}AP>(P; zwd9w-5GuEphC-dkZA9cJs)oor{e^Tgsx`pe1Uc_fZ1OGlXBN;M=p zVl4k&@xCOnIn;TkD;>9UySClYAL@1t=S_cT4X#&K;twC0%aVExwuH^q6~3lTy30t{ zBzP>`J$ZPN(Tp|@>^r`6{z*pAd}6Xrv&R?!5|@N{RZPXwWl#*DG2cTNkG>hhp&Pl6 z6pR2x(^}2Wh-TczM2MV!ZDMlh#E0y*<#etW zHGLmk3Do^OX&=S3m3$pThAGZUY5RAR03FBnuhv~2YU^6_Cz>+>d`R!8!6O-^%(IRL z4uBC9=2|7xjf7ENsCo=YHql#uY|pA{B+k@Hi%1%17;SU94tPxN6ItFAi>@JM_BRSHO@0+;2Sh z)S*^Bn^%b8)Xs`g*&GP!Rg95dd2T5bLi;+1M^e8?CkMyiu&X3o@GCeC;rG&SW}H<2 zmSfLmpT7NU3amGVqEX0ZR=J-87yV}_jK|l$vQp?9dr}3w(7WpUc*elctyqg+2$=LR zIyj}xaNs44f-NgRpHaoLsVuegc&9E5?*i)9q=^GF@#xIhi}QH^=9Set->A zP*utipo=*_nBp%RZFw1AU2ys`;hYrpIIjs6>8B5fMKzza;$0`tom(}BU_;IZ35Vw% zTt*f~=-YjK2x5z=QfgM9Z2Dki!tHU|C3_-;D-59f>m&~m!*@6k6lmXKfdId#oK`9e zvl3U|WL4Mk9FqpKPQo|5SmX6S;SBcdmR4{39p25i%I58O%~4ad&{V!TyS|Y{M`}h+ zd5$(re2D8?Q*-X})j*3DcS_8@KG2@;5$za(Y10{H!0f9)8xVuxwkyNg>rvo3Urq_K;}zvMNsF8F~L%k}Z2)1$~i z&&$&E2)RSpRorl0zeeQM*qhb+z6a0zn0(t;g}rcbs;7-xyhfd-=o6oxhpbX76{k`L zd}|jo5^9)VT^d-(N$K4tfzsZcX#XBki%h65BHYC>-s1E>bj6u{CQVO&&bL2eHMQ-x z#OL{wW&C+$-;>3&%yKbk^RvauTf37SVQy%<80RkAaY<#p$#iF5N%6krgp(6-BdEeQ zNrdn6+PBwCeLBF7BS3n`?MXaq-{?a22IbOoFaEvT%@@HVx-%5~jYf}zlYRO-D>rMC zcGkZ9YH^%KbD4L=i)iWOeTp%Vc`|bxOZ7!C`sVFKrX*9p!xI6(!35gR@%v7X<&;{OZ0WAh#%60n;`hcOyA1 zZakNMTbdWM_U+r(U(XkWJ^K;;KDp3mW<*;Kzmpon&{MA??Z-x+P))W4I_}QL45rZq zN?f_Q+A~Za18G%P7`K_Fs)jDk@+!&ls&v(~Vf*k;)1fikr%$NLTGMZu`|CB!K{+=@ zcqj3Dh%iL$ylVNtb4Ejp{w2N6m6OecelV$4GOdWt{1gDNG}T?631Csn`z^UDb8&5< z2aZLaJfUjFqL8?{I^ieV;L{Kh``(flYUKm}pv=j2#m{R&LIj$Ee!7iP=%E)mvNjZ< z7%q@*+b4uf7OcdDe-pn}ezEQ!|kXXZcg2BZm z05QrLzCu*^1!TIsYaT)=IGYH#=q(o}jzKe403t4vIBK=z8>ME0LUkTVN*C}7c()c7 z1={hN}-}wq5t_D zg!7EG{BU+ibRy>G>Ty7)(tOY{Yq9pTx$%x_VHLT|G4Xy|*)I`pcI)*KWk;{3dc=SS zz&23;cIFv@{GiU7om=Kc|Hs)TEt&VF-DBX#2FfRXB_vpO+wjxpKLNDUXScfwP9QrK z?;EBRWGk!ZqmJAvNFVKvzdXrz)|`rY^7J0UuEVz-&FwP#bxYcd7Rrkb%M)vzhdg!+ z(+B<0iB`Wt8!WTiO7N?^2H7|pvj#^IrSb^~e$^uG?n`0GYppbn#4*mVw zdo_??ZxlBMxIbe!IkBZ^t9a4zodTh!HGJ6`hOHnUtKcpc;O8{Rekmi z5AQu|2pTG$GAMi^xF7bk)UOE)$*q(DFJCg|(9t3{xpFze-tr~GX=qt)<~?Y*xQKY` zrf0orD}CS+MKnvws!t)m8olB>K;5(Z+?(wBkJOil5i7&p>z|q4{%c)}jbSqB`k+}N zM&Nzzmh1i$AOW8{mDB({l=WFmdr)`?!ZO&WHa3#2TM;hKh!7@0;=h(M6u45JLb!LQ6{FNjXT2mer7R9U zd8t`z1Y3KorC3yX0nDHY~{l;=Uh zydG?<&tuw5M9s}Xvsk^IX~>^yL*$R zUo?~pbMqml!+GGKg>;tMUn=j-_4T=OYScx=_@Yn9@ z2a2ni#6wprKBo`wB*iYhCVDxd|_p?lv-XKV^@OS z1+Z87j5nPpl*ccWRa7e2(o!!#ThL5qu71!ECmyzOyxNMHmpi%3(;fQ&?aKE17wLKqigorqXikO#@Xx z6v&WJs0!xeUf0!wOvf8Flvt=!S60;P@((h|-*M)$l2itx43w>4!>lcqFtdqa=+2Es z@yS12AA9o;P@@<+IrGtTrm3y`aEj@Y&i0~10V5 zDlWVs#ZOL+l|_*ZkDTJ>cGMKmlhULWq+(lJCn1kKzZsoaz&vB=^8p(3h=?byD`Hhd ze{RG8EKFCZ-K($G>4Tn=V1=y`q@c6RlkyldQR(!B^6AmUY_lQhBS7$Z{dqk))lx5e z10jcQI&E9{&~?%8sB(mcG#$)s3Zsj>bIO5stqZnzTBY^XvOKslq0MRcLC=KMY+nr3 z`@vwrH)X117EXx4MVK}X2tGo}rGvY;bDh6|83wl<#%fI+ZPKe9*ix`tT#R`{vQh{` zp~;NOU`V#N1~@?7s$t&cJq_prtzA8Uy!#a}@*ogP^KN#isyG_x`*$Y$+y^kvMfuM? z5Q>-2eucw?q}rWK7v|eQL!|4`{NWX0Tj%c%i7w=(yZ3Eo1&9$Y`Y0Z!sX0t(X+(47 zZv8}ie#$+CS6$eod#;P|P=YhR(RJ_Txu$?aZJd1v~BxwEz>VJ9Da?mUI)4!VW8X zN=oG=fP^NLr?3)cRbhC#QTffMS-Ph*d}NJx>}Is1K2}s(&7(8Yq5iZ|acUe~5dbIS zEhs*|c>Rb>P)EgSBJy7AN?5gA6F7PLr{hO71kTPZmX#ZX0g5KJ7xB?x2*LTO$7of5 z90?T_1C+n|JWG5EiJ0emb~tF$l|KMs{y0<9lv`?c-7EV&Z@Z9vaxNClp8#ZW0$QDO!);-%;i)IFDO` z-#oZ)ASfEITZ=40z>Tt;9a$MUZ2;1hLUsbGA4)uS6yYiVA#iaj;sS4;IFKId{_yGh zLpK)084fhaaCT&00*hVc&Aby6^5118u{5hVF-q0-8 zxy>wp|H%Fye?|{EI6WiXGx9%2Bpz<|Q_pFsuMQ_-&Tmseoli~&YtzHG=hZ)W2zd)K zWoz?E7ykFfW6FRRGKBLWLn`LFIQi0iQb4SEU%*M)?*pP%qlwKR2wYtZRM8X2?|zAf z!~%UIXo-{`ay$fzaiZ2x40=_+r6Yh~53c~NW`w5Un}-BU22J-kYx7&^ss14+B%KiW zO#9~66@VSyWTqWI6drtv=t7|5r~=76LSfl4MBw*@AnhI%;21z!-81PkLT+<#Z$J>$ zS3Icl9+Jwk2`i%O^Y^Ior(ZNF(YO*DowMT7MJA@e&*npfn2k=)7P-VLFye1y_*_UE zwt_UYxFhuHb7i|Q{SpE2ZE7`bcEFt}!k3>qnP8VwtToR7{2zU>ERF8HkROxj(gjgH z#%M%X5^%rXKcH~MGuez+cP8d@8ci0J2(drOE&5ji5ETI{N{;~6jR}N^+@W-TrJ;#~ z_#&?4-&zh?5sf;)eBM@@#1`5wN~F-I8vO6EKSKiXZ8B+9cv!rcmj)=3oK*8<^YuRANOW2n#|4f`xc0DlP5p&2>&eZ5zQHIG4cobVuBz=e<}>Glrm#x^oi6eXAj zPqV+Mb&Z-;;&5bd7#l6{y1tbX&vsZ`P>yQySp&)jDrRGSD=x?0cCE*7>VUBL<%FkX zCo8>9WQMEy#WA7w_6}n$#6^DPU%%FCikJ|9v|n!0q`kB&XRxXYrrL6}l}ggfTEa&T zSX3t$<_EW!O&`gVUk@-abL|-9nHqd0es-s~>Ns;~uJk`t2QdmBp>&%p$F+?L4kp!m z3(T~yYA4e}wiy3!>BDgFmVMcEk^2RR|5NL&tERFFl;1o?GK)o2EG;trr?|jRi#K-H z><)=Ixi}*|J+GuBtq^bPw9!umPQ%T@CXiuuUh))#q=W)JG~BOV3o|BSkB%+uj|Kf4 z&B!2julXB>t2?dcY3kVuP?N0L*J*P%ls9I8@297H_p0M5q!Jz7Xl)Im+my$|dPjP? zEiFUpqtx9u1p-ijXs_j(Iq8tu1!`8Y{_n}aJE!%PKUz6$;2MlyJx8OIw1|(e3Y$O< zzy=zYufH<#Q_Wm<=PUYry`?Pj5yG2{v_d9kIxS80_I2Al)DE{xklo!}ftJPAw=V!Y zImZ%2p_&m7thWmDqHyJ0a0MZ8!F~!fn&{8U#Bd(&w&N8vzV^`N08G=HBGlgA{tRlk zvbChhJs;fAo*%ll4AbSPs4M7I7J5<^7C`<`QFAL}c6Y-nNEMB(s8e@w8{&2W{3y_Y z`QrGGeB4a!$gh@eGHblAOOg_0=wMd zi)R2`E(wL^6(u~n0uMoj%T2${nAPlt!>lvvDSU0N!#y&m{&@%*W;hyVY+N+aYyHNF zVG$7Pp75}RhTiB48pn>0qn4L<2q>roX;zg0EsTlX(L~dA&r|`q6dIaXTxec> z+vX8$f)vSj4OmG=z359iy(r0>)=16VX=-XBDe0OE3;UHc=WR&#AXO0b$M@$-B2&9? z{|i?=_?N2&{O|U*aR&|e^T5x|-UU`4jV33KN4{_bU=xRP4;wcoeO(zlfnIEL{1bh; z&s#+mHGj|Rrc^(1y+AzwiU8RjcdT6T69%P#C*kiTrF|w`HQkNf>L#K@Ksf-c7U45B zxWe5bV`~3_pI;A8Ed+E~j^#ZNm15{U5OrENa8{mQhQ`L_@4(i6WKFPAJV2^MRJ7ke zCqDwBi37sNP<-j$@5W$(0Y;&fe}1P$m4$9pFfs~Dh$&g>x@o6?#|127Ko>W_#BkQ^ zkm~N}n~`9_UjWQxYKjtbX+bi6crbYvchq=SBeMn;ivJlNwiao#oL{b6Ru9VQJo?io zBPSUVykg((&i5(a>&Ufn6Iy)cT5&x18N89MGGaXv$I^e*HzAuB*qQWb_Ca&p|n zqO-hMG6{K^S0Jlf0m(fCCr3*iqa_%=zWeFO1il6AX1;fL>l=bX^Y(@slHRS`1G9-9 zVDn%`MpVZHJR8vl?mr_(;^aqkcyfgc8IgQV0w_Th@q;yb0wD`8lGziG3A`ZLXiFnn zK7Qc4@fnnvj&fh=TUv%nvYXw%VZ;FbED2|YYUU0>*>%$V3AL`)y4lkH}Rabgr z96$kW+|qmI!n)-T8u9xHz3?c5dugA++%*%-b#0BT_))bO9V3onzSs48l=9boV37$v zz|3K0;D-$43j)9c46}oMx>B=9$P-<+D%$gL5b*w*XdOVn$4HdX;PZh$|Nmeb{TD#^ zukNu3b?1MvoB68j04&pq;|rR!9I(>A{J?=U=d4;iDHhz}mwplxDWB&G4hr5S|&q>+~-%AEabE3c1lmE1yKpKAfAslfZ-TcMsl3`x0sRCXm*~UY!W+WcV>bx&z!=zEwz3=+4NZT%OAO?t9#Ijh>iM zm`}FraM$@IoYZ-JE6>tuZ=O(bwDn+rk*_JM+%KyzThJU{LROE##LDP(d3e!x-IZ(N zBZzx;v#{tDD5sz>^##KRR1faPn&|?fNa(nmk6!Cci6}S&{9d9LL3F#lA;;xk*-fH{DnbLWMU|ulpN9(bM6BBL_J92a#fs3vvR!$s zF=Tn2hc`=U*a@s}*=%fp)C4?98(?C-mv@_{ziaH4QkWQ)l@0N9bXrWR>LLO(*>EWI zJknx|u!k`pZnw%2F8(|K$SDne!9x>~-L?lfZG8g+B*A9{HnWFbI1bgZkva-2G|#1* zR24^Fn#LaUn46J+jPXT)*%slm4bW)3(bGNmann(iv+F#5kV#vD>F(0+pM%FszH>cP1Co02@t^l{7MxU3p^zECiUzycnCo28C$b}jlg2giv zHUC_gr{;tuLHZ?ZhIX#q1on>>O&a>AtCxQ=Lf%~j<(#wb;!XF(BtE8vmpaUR6}C>9 zQ;y6bsKoql1v?6y8H@k5U{^d73<#cdMmjuT!zgDfEiZ{XjYt#4$K+u>Bk%inL20aXpjzhd z$3jCC>{3NY5DvdYPjz)ZtEI47r?zyi+XExHl*UTfL|dzI|KmwDC(zJV9UHH;yE+C} zH&JD1Hj^C~5wR=ueh66O_-^=uRcK&0MOTtNZ?V)W6I;otT*#f=RI}(3HF<#1Hiz*SjHqR@~+514Y|f7%anZ4=e00T z3Gf=}{NAU@H}gpR5%sKsvZAu8%9Fz*Ru%>pdX^)%BZTo;S~?;T*34j)q$lNWu(({o zU@UT<-BoYmWu}<`2dD?@lVtWdWLs&KMXPk?YqofER&vFvd^3EWaY>WhY$LG0*txdq~X=h&s&E{{g3< ztv$2Y-hTDthc|DdTIoia*5>_%%RTj~ORY}Ii<^h(IXCtNmzZeLn7hBvmta-}LfoJ< zrMugF3@jehtuMZg_z#y3yX3Qar+rxMHm(Qe7IO~eVy2Be zR70tKj*WwBez^Ues8)=-<>=tY0ag+|=RGDm)|~A0g*p!?2*W@$cWLmt~K)-e*qYgRIw#!7ghFE-mNtzwXXBa$FWs#8|` zY)G7+MP1lYsGj0sItqmkBA;7Zs(v@l^JZXKBN_m*sC>Sr{zH6n`_8=RIk9k9UpB+X#!qtt&TGRq0HgaZ|70nNk!`qjjH zsNwsl6DvV>EP80>FlQUCh=36Jsal;;wh zovy&BPE%>98`FMvqFwNp%gz9A4;=nu5~_De?djRYa+99Xcyqaau<}V&X{zX~-jNG< zTOh1GhG#f+q7a9yitE^aB{$W|`Vrg>zBb4Kd;6}D7PZ`u{;c7aPu5Ioe9Gi0Kpc0V;L%S)(_%5RD(g)LPwgq&v(i!vFXY@3Eq0 z|B(p!dkW}0Swc!&R$9j4-kKZK4O!njaHu3;$Xhb<77 zf5JnNpQ8`%s-*yfx8-O&<1KwG8rA8plZ3Lv5*V22i7!Vxh-HD2yAL;*JpJ7N6E&p; z>2!ab`@NTdrBrtK85h|$RsDBNa20u=fA}3y1&O1k^4f&N20`=0@ChgE?QV2&2NFq1?uBxcX%&F+X7@!SIag8i?ur z2gvk7L4Dk)4O^)IfZcC)_A_=h1gV@On-_ya%AdH~@-%4fD5XUuX0ifi`oO0jmw+lg z#(VokrY5hA?%F|-J=i@LC~$YJ$7U-unf_K3`QO+l5TpU*`T!!LGv;hxt1tbRr^S-_ z{X%4Xd7*%^{YM;^8G_CNw(5_INgtSFpGdDeCSv$Tg8yNt<{i)zER4SuB9T4rg8Q~f z|0QccV>1K-kJL9|RdU{YoeBUBi|ee03|;^ZN6E^`BO@jUyDp9S-i*CWqM_bhyN2U^ zx|z*yDG7BcE+|r!RqocYJ(#%upAHZV`QKs)Aq^>>WG*3>7r?ult+v(_6f`kR|Ab33 z8Vy-6w|`9~ur?5d5*?NBs1n(EASR%`J@@5qgH)3A@5EC6 zi5|2wWje9hxi0TdXLs+e>+?BiiK2Se2WN?KeWK}V*omn{Nun1BGw04fly9PSzYL2> zj)+NOIOeb(GRr7o1@!4O(ggjmC@502173Gm#U(j&vth|>#OKz& zNlo|T)_Mj?SQLCDF?XBYXt=#VW%9y zo`jE81mC9FHt!G?T=ew6?rm=7Qfd zJ2^ZDx-)VRETS>7kFnABm>h40-d~)mN~fh;=^KD%q5?h3Z-K{D z{7Y+HQP<*41*Q$d2v<}A9^7Hmr93j10@j7kfqy^MLe<19C3uDU z3UlGZKyejvD5XO~d6k@a2+%^c1|-%_xh8u8mI%GmQ*ci~_MFlR*9#(Fpg6N?!%Z`& z%Z+tJLh6*z)djNmK0P%9C&B$*?la%s;yHa5pCn*#3%wUu#dpUUiHsMFCwcj75|j1)MuCUt|qazql!?MuwwAn^Lgd zq#cDrU9kXN2(?EU+3)=ZK7zbt#r}S#8rO40jdgzJ&}U3iVEOJn$hT{K_Jmy{DZS3B zOPR69_$hw3Xy{Vvxk2av*HeNP-|RhPIrK9gQv1neHAauhn#K9dG>K%w`FEjCJ>T)4 zWBV^|mzwSpiOcXzXkDJm>k%ljbK@5&E&4OzdTVZ5wCM08xSi`im)hFNoAru_9;$-+d-{f&D6IQ3@4!aqrseU-H_c_d3Ic9*Nw zak$GY?&xHcn5=ccX>`|`)?6cW&O%GHU?Kiz{8LQj@wQ(gV(qrA z(g~^DN71JHG&yhbcV&EVm3y^2ETgP=NFe=P&ZZ{L_MinX6e{}Rf-(x_mgg^truy2t zTvpc}h5lQL1%;yM@O~o_A348U45ozL_bP5&Z1|%K62a_r@gjS#zlYjWfd)ruH0!&} zFPx&DJl5(Rzg6VH%~tpXU;D9qqH7B8SH*z-@n86m7c%m zXYzI=Xp&*jxi_t!c(Y%=%I)}r1Qq{9C$}#AM9EXg>i*tF()71HzYR4Ftw@BcjdPzA zG6XLiNPeFgyA?PTf_w2nof3?yqRhB{e2f^QpMe`FjH6!(1~rb{i)cBn+%DIgQ=gh3FD$N#_==c=GVvA3w}s+?8S-3q^+*xbE(jO?5zjYD(PF z`Vk2@Y+ZcbuoIieoWXZvDaO1r zT(;1bL2F9RFfCT6oQiVE-yAM}Trl@{H)m{g2_J~466%f7@Vj2U|yu)`Jp0bQfX zLYD*rEw40{!v7zi4 zOyMRrmahqB4o|@-i_aa8T@L_}r9QsLGS0$rbo#s*+zy#*Y))=_9`Y)BSjjI2bYK58 z^YXaBbYM6rIc{vxanH?;FR$8X#*srYO0@gQQ=J!%7VhfKd?kzD$kO6zhmiR#$oOJj z#?nVGrs{W1c;6=S@xs|(lgIGW2;wN?tBQ{5{BRzZ{a;7D#8{`b52gEt%r%`nH^Zm< z6zu7&GhQ6FzeeBQQA1@o;sgejsM{lko<^weAiR@ZI(K>mr@NP2_t6LZR+_0Tr1BkaBAqJdcEZF=4Mh0?bPe$STAnROd+o@k2RJ{f&wKbNDuoh%`Y?GYviqw6Sgh2@j_=L1M33% zFM*rVtSYJn8cfjDcJJTH6G^ojLdwE|-nx0^&z=>=i#x5J;ChiYXhP68hlZ(jXe)9T z;>}6!yBi8VigsWB+%!0l0|I$_!j85c-BMX%RNJpK%d6s#))v@}J$#uzD^hb=qZBHs z__^TyN@AilzLZgsQWFMrEvO|IemZkOpDeCXFYJ%4AJt}A32_1{M45G^lam|l^yIgd z6B**X0{C2(nR|KipDt8l@ z45T;oOl)0PE@> zgN)yaLDItQ9g_~2H$uWXjLLY}f$m=pD-!sJ6O4b4?5C=sbGn~YiD|pNv(r~k+HxqA zpBWq4{5#4#Xw`0DWg#>@+i55pq?&ZYVi;vzSk+^!V2@}wtF?Qw?18t`QDlm{XJw3QNL!Ya5gMz7B9Z$y7#!5kP|)!wB`PO z6B3G8Aawt`oTZ%{1jn-hK&wre+*$7(Mll~8 zeluQ`aj$RTDskYVDzQ2q3vIeRc*8)!!bh5f-R6At(PUN3P;xpu68P$3EZ9)o^^z8Q zU^=$qQDGY%Pz3U(rvGptG?gkYtFQbTw=$nxt^C?~SL9!bsn-tt-ZVFT;`pu)p-wXwo}r) zKu%%~ntC1N?YEzq-V(H%+?7~yt5CK*VctxJjek~@y9BPbRAH+x`}GMGJ3S#PzvbE+ zRrRVk6ewYXNT9#axt?dZYqjdwP?M$VpvMs|b-Iq5bZNdAnHK&kPADqu45^y~$u)B= z(HTx%RCGhjnNK|x~<1Eyk*@pzjI z93s_y6YiqwxcD#iS5M5IEMP_c(j5v{SSmw47{%1dd(GSM@9Z1l3y-%|)CL@+58amP zz*#6SIv8XDDCos%6MpSg06&D<%LdFYuNOm|b;Z|_!%N6mfx3VkFA1K^e{??4B=+&M zP+|5g%1vB9AIglaMcnDV_s}FT6mkK2L&);{vYUqP^ms}!^@yg=nKk+I{`sAE(tU6I z02`a10gy68?`dGuUo8ozYJP-1x+;e8vd3aSIKrkksa&YG2_Eg7{{kbQJG=hg7^Y? z|GXbd`J5i-y8Zoko`2J!HZHkqam}0`T;``TB#+G%!akB+KgFNUZfN{P`OR`F3KnS1 z2HnyR3BJR@2QCO`K0Qoi)6+~pOqiAVeJp5K(PJG2vz1eSwPg<$A2dCjz4jB-6%I6A zl!U7W>*UO*AorQCsTeoxZ!ih{*uVCKmfas5qMo2D!o-*M^pW(4V4KZ+|Wzbdw#YFVgW zJnS#gI3Vy*{4shL-{*PHhzP22zg}*bPSKI9Bgs-!)D$(ACyFxya*N^aA9(d`R$u<; z)Q!G%`-LQ9w&)vG7ni3_z(aSAG^MvZKFsC=*IQ%Uado`5+080$90b9ja+SH-rrx6D;bL~Ns5Nt@8#nvUv zuBG5@sDlRE7;-?D!EQXTMlLRQf=taWoZRT*12EL8DgF#A6N2oRN!ar4}>uQH-X- zl%HuQ1jJ9^g5(wEZfUsPpTE&_BBd+Io-^Jt`;}zp7M^eS_P~MgkOELp$9S2NlQ_Tx zue#u+h}bO<*9Xj=C7*ST66J2iEq}SNGl4cG{`$(mfm9{j5dsd)t^5oMY(DrAsoJ|s zes2tGlreR9gA`C*&*F}rI*k#QguRcAE8V`_AkeZMf*8`yVIx?Su&joCcK4Q<`Rz?L zprE%maBv`amG{kKP=ZRrDY1F2bmFcW1({_mLt|4$HD-#MAF2!QAXD|*e)RXJ$ibm3*kkm?w`4f<04HIDHl@t?8v`*t z12OW_irJPlE`r{SRl9=5+}?>fgp*-tae01W^}qlyBg9s-)v3%51c|no7MTwvKJXb= zl=@{7kaFcm_F?@+kyVl_F0#=7n*7)*%qcaD8YJLzOfwDV>w5*3E&W!hCjPO&{pv<7 zRq$e6=T+)^M9|-&Vio54hpEdFSafnKGYJBQsA)<+dOqKn7UhI;vNRhk!|j@&34M6y z-6XUVgH>o1Ozq33gI#JkVMoZNfttF2o}Ltw5*vYnqiYsLZQV6DYEeV%{xR%F%Jwds z;cX-kg?;qsSVl55O0B|fn}sAp&C!14EQ`rkkWn+)+5Oi?@D0v^sh@!Ypw$9I6S0wd zg_;D1@vua`HV8xM-Fbs`s4)r57M=Zxa=o1z2rfT<{s~S)dUK@)Y^-nWfCLw3gm@}r zIUz-96&q^4(&FOcSTk#87V4OG+t1ZaLWWZBvxX%)k#T?+_@Hl6k z1P(AnbiPBp>@cCm#r}kv?{c`UdjNh2_O<_Z3_;dNzRmnGe?UgQDZ!tZK`azu48iyE zfxLcyzeYoh|iYxVW-2{8h%ku@$_WYk$fezucXN>6WhH!mhaQ{dK~_r51^ z4HQ6tesVcblnNMU8ZJp)U3zQ|YIN^7RH6~WZ*4m`xwAsy(=VFntX)II-sv*2ba8o^ zpK2E7xjlL}^XF(Py%U9RF5L4Ih7CMui-rBm#i}*HhFh~+J$Uk2X;GUG#U*z%BH?^K zv2*E8CDtRSot6>E2Nt9;4-b69dGtX6JU3>JsdOV! zOZ7T5iMlnPaGt;MX!6cK-A zfOSFHs)F)LgAqgc17%>qBd#V4K3cS*H8)gsGgh2LGjDDj0cv>l0RpI2xhlG7$%lkH zJB>uItT=b)fU(E!ILrJ>Ln<3rVzW6C! zy0-I%?);8{E_s?E_Ki%-bmq5!N$-oL8dsK*)65*JiH$KVodQ=86%-QtQn--KY@c#o zOT>z3vtwSdCj18E{pD5OJ;nuDI0@_L?`Yy@z*RZ1J4C)Xrqp}avCVT%B3xPG7wJF? z7xYkB?iQuhGL4MO^2$K5L%~BsrQ`FR9y?WIFRS%ASrj3Cn@1e?@KVxp2EvU12kR;@ zA>s46J5aYKLm0@5_mwwxE5EiP@eM+~$)^EJy|@11385DB^uy)_wCT+@^ohD6lQWPM zR8G)O48B0Ya^`yL-gO}Ik7IWN=wyjuSYK&p9U*(cj*aX01M zENKdJOWnU8OyzdWr@?io@mSy-3ZTmKt6L8cqu=y&l=L4S>oe#%898J;sS70Ks0&7c zKf6S}0z~VTr%KU<{^^9lj~fvb9QhNXW2awyJIe@@KDAtqhXsF_QfdxE67j_FpCLvK z3V*4PRTG93^JIhF-Py>Qe-vpnV#HzQ^l>$|Y~}~JBK6@UEsp=N>E7-^yn9#n8&}k` zR)3_b8l-g6&86Dxo_$n|$)bqsV8P~axIAM7LDJyF`D(;|BkYF`)OHz?I$aL)G&eL@ zy#}@GJv?i;zTCDY;~tZ02LZ@^{-2oEKfHjOh|9$cTlP%9T*9>+$V!X#aO+K_aQysm zH(|9_Ue<5bYK(OV2Cr5*+B_aFuWKCE8RQ!dYWz5#+ujVj4$DWvFQuR*+}v!m2ddOc zYP8r~q(Tq^y4-DVg*D)NdOIAR9x-ZU*&^&#A7>nx#6sw~A9JRfE8Jh`G^h+t`_dg< zMq2T1$cboT00n}3RnvH-KMyyfdd#(=dgSzVjs(fE=$RYg?^ys8j;4->p}r1q+Nn@t z2V=ey_UB%>oEY^^X~A@`m7kyL4_N76q;tj-v3n&G**99tFvfU~^iusAUp6gFvcH(C91u5 zu|H#P^<;rOp5w5{xQ zh;Z$1#LVsAK()#tmYzj$0l9wQy*%zOmXsLi>ph+p@W!Cdh3cbDY8YSBfgGA0fPlnIQG6?Kbak zJQvTIb4!W{yp=uxOZUn-X?VgEAM{RxafCYv!8tgH zzgn1otbpn7*~s z^5iu&zZG}G*-vy znJCJ2t#_N4T%M$~z)t#1yHsI1PvOV~?f&)`;AHN1ZzfrspZ3iX78MhTQ;R6gUisDT z(c*L!>Xb?s(-GS6vUlm@nkFn@M3$f1OFpMKS3?g}#e%A8audQFGN`0v02ZwkaZVt3 z`erCC>|G5;L|@EGgUjJP<@aZvqs4U8c#2hHV^eWyIgT?(L^Nr{Dr@o?C$PgWU!0hY z=Q-9J$9|~uP*IRHGqF@@wSR&elbIK@I=##N8(f2SwOp>fzF!!cZ+b2Njz5R*NQ<(I0#GNGXd#V^bl3?i{7!5vsRp zq$mYSoU@G6#KI(Yb&ymzqCD!9uQYr%xXT#Z)X=4aD8)?6zH}TW~v{YS9HG zW$78{2K21#sWgJNn0mCij{!W2OeOr7@*gFymWC_ zoDg4JUxK@3JZ7@4pKoxqv{)Yi6x+R`(zw;9-~LPVb>=(K64{T7IjLyy7Z|_?qdwo{ zjg*(U(evTQ!9G~(=B+yx=K=!MxQ~l@p`ung?V;p+?aj|_SQ-V!S8s|ol(+Eo+i{~m z%=*BQ7fFK?rWZFXnepo;<0DBGlwE9D8duLj#FLRxF)47;%i{w;vwr<}aen~VID2lX z7rE`rA2bS+Dx3fP0~!su?dnYh-s@2$Ob`uJE7n%|>kX(t@Q0UX5td=4Ezhd)DYv-k zW){90BJJ>!YHX(8-4(JT-P+S#r&L{N3cHF1KlD=DR`qePshJjkYT3-!-*%Z|*YeFk zFZsMO$i_iRp3kkN&A{aSeA*s=%}DpSK?+n%ZCNCwZz0^v(~=NNPe<$4`c_uv~RS$P$tRtonR%v_4V7<4T+WXOnO?; zS64N5f%_98zkl=MtX)jwpeq+m(n7e-u8O zrAa1+n?!K3uCcU&`XW%f7<<@Pc)iFD~Es)!t zu*J{=~XX;i-^2Jq}Sb3O_*9+qf9el{%(+>tZXS!@TSkgs|YM_I* z>g~?I5|;n&r@$lFt*2?YvOkFtQwl3B0j|`Yo}HPCQ)&g|ay?B5F4wW&L!|6UNU{sMfym2(=Le>ihaz{fes?<>z zp~!Fa)09ibez1uw4)N+kW^)!w7D%dexOUZY+hI1!Ba=~+@w2H`Ua0#xGQwO_BTJO+ zgeNKLAgKaSbX(sl(%|lcRWvPRhW&*U`SmVhj2ybuKk>mD8VWE{GH`k?byB*_f`yu=%a3mY_z>@@U-Nm{C1JAQK79YPX@(jE zFx_H{GIMKfPAz?19|%h`P(T9Zg<&l&(4ZW%j8kUUys_nlbu9WJ#rbaSf_cm+aYLrh zMC(fn8bIlwWFoA1BNi4^`vEvm7F}b|CjZ~D#_r}?ZMDeULI;4m$8x_>p zMP&_QHJYO%n8xOqg6Tzg9DoFnTZJv|i;~L1!HK4aEANHaG`wKphTr)3vpeSeN3C9`5!g0_oqM{3kf%p7HfA7I|MoTj zF?9C~>Ai*Cac_A8lD}XFgJ@EwmerFUdYLGs*QR~@*5$XbdU@P@W2HhuZ$83bC2~A$ z`vh3Pi&LNrJ-YU|p3o?jTPyVB_9QOMr@oh$|DA|Yp_|AenomJY&BYFs#QWc}N{Zx3 z7hu>Nkx??wLgKl6-tJl~bnAfo{CufQ_O_n_UKv55gla&d{@;l+nXe2Io=$*4;=&FK z)igjpfC~gVN?Mh-w6UJp+1&W39~o6q-gSo}j9dYwbmhFd3NTKv;xvWf5}Q6hSmGKT z=}#}uKeB(LKaod`7*TU}ul&{8)==cVx1mNDpna{ql#HwPV`C`&38$IPuF-r7q$Q|* zTt@|PQ1~dw$b@1$p?~}t+!n-6WcwgmgpLHvs8?5w{zV66;YC^(H#b6X8t@!TQ@@~~ zV2Kio15c}4VdpJ$MsLSEwg1+s`(Gw(NT{=GcpT&OI zl~XrF0^y({OL1~NcTIF*HT<19YmB%|e|}6ETbC=P@X(U{YRjxM^R0&i# z72(Uev9)3=gUyUjYDCE9U{fajQ|#1U6ygl?b!@DUx_{E5vhZ5V%G9T8Pi0I1(c*$Z zT{!XS+T3|0P>xY^H0&_2x3G^OwNxf54(!rzPEO|k{4Fo2dZOZvpT4}Ur_73A<5Zii zvxK$G{3P?wW5I?iN9VAA;^_TCd#11EQVy_Lx;SA&Evb z?Zwc_;+8+#1kQ}lqpjP462gI<7`ljlbHs!;G#Bn*u0s7g^*4MYQ9L|Kn$JBG?`W_w zF8tn>c`bEsRy3G^t5Nv!=z7`xyA#?seBE?p%tc4D-FEkVdV)%vgvWyp5O6QkFhez% zHU>Ig+WL&fm5-VX(?|5CEcIuwz*J3NwJ;Zax4sV4F`~5%ors4v-3R0^#>i;gukT7C z1M$kH#+=tPZDj@6z>*9L$dR7~#6Yd`wyX#%qrx<)g3xqznv3UxYOk-*>22GYv*^a1 zd~_62b&+Vlr|YJu3md3e}`W@}Xu-e?BlSs4Y zQBel0mz!Urj=6`aFc*FcjDHc?u5v?4&k+6NF`H+4Ip0!GFS3lmc<3QH`-EqoCWWiM&L&#-cO`C-Dd zRenwu0_V`Bh&8=4(>!7w&J(N8&^c@!YypU<5dYZyJ@)**!OGZn?b#vc1N+qWJqYIN(%uiXl zNBty9b&bZ&#!5!6?GvHDMx9;?Lpg*RJ6F6aDd_*s{S^ga+}?%m7=knxAj1+?<) z%bf~85EWN#b9Teou>-ojIeI8F;=o7BFm;`VsTSF1HJ$P&KX!YF|_g-0kYrXH{16!%9{^798WR{}pchy>YmGLBV{j*!M zscLQtMFg5m^xLMrd$9y}W5Mj7Cvz*RJKj)NU^4=HI}Hg=ECdx`sqF*UF;IJ5B!uT) zTzGGw_i6UvqlZ3x2?53(ED$Bk%kyhwNS7xB4XNMwd*1+EfFI4PV;8W?cwc_yVnxeU z{}e>pQ;+Nfs5KZO`VUY8a;V_9b+hmGIt!M%c^t^cfPwMaK$(Cn=N8XC66Js{fh zDbMiLLWe?G7XFVlekBvxeIDa$%(oKX&qpw8sS-f#!tTrc0oNvS^cDMgQUH@y zMXQ(tu5rjWcvwcj%X<{?r?wgdxOxE_D)&U0n0i!KPgfTZdwJWZw}WWn z_<7+GTzsAWey4kV{uPf#azEb$qg-Yd zmko8K&-T{S?&Y5tRToOfiy_1(fdWK@x@7)&Mjp*2*`;WY6D=2mlPAHg#Yf67jis?q zdF8WLc3)Z-c^gX2{}+HDojb7~sm@ll)#*uCt5jl4G*&|D6W@F8r^?JqOUM|CLEUDFR6e6qPjCi)iPFN!uy$&%b{a9;XR$LE$#a9f%qsm$;`JZ7^Xp?#s^Yfj zEVW4p!S?=GTx{L;%50OlNfy@{8vxEU!jyY*c$`VdoOqVEEm_K#baY~O*yhuIWneVR z0Vv0wc8_aa>I7KSJSHt`(JDhnCHQ-xy%hzKOmmWFPU_|llWeC;DhuHHZ#+TnkC25m zHgzPveuIjodjmqYMWl5bHp)a%VY){d6$!a24I7g;m}-lMzbQ4}_}>fp<=(ZY-%@hW zqlLVS=qlH&^4R&!MuN)L&U(5Y)4Vi$qF!g9BkCNL#SdEAt7@b+5>KS{ARb*|wcnVG zQV5wXRjt7Ub#Ge_Q4d-Asy9B|k|}nDU#AbnDNQ?$D{jzW$|{fBS4{ZjR!0uK(&xAn z`k!wE&2_J^2#-@6j7yxd0}cx=imGZk*2+uEqo|}NK~gxU@o}j{tAOa*7F$j|Zc~Ss zuYxx7D6B@i4D^Y!buQEF;W8r>%^$80+vClXmbwiGEF3$oNX_CcAJP;u+^O;0UiIJcIP{n+b)n@+e8gF2XQaF938k!dw7fl-Z};@H(XQqe zd^xmOv(#!nd}xQPpWphVzhK_bY!wsoU<8fB)ysU3F-mWEjL15+A#%i5P*y#gIH`4e z^Ac0r+;(@>*Mn4sZJiMFa8g=2EIMRywVS<$cJ{6?_icVT z0f+nbXFd@zIoGXY`uIDQkV^Ux-vYUB0#bqO-Ub}&ZPX&5N&f|h+Mg@ z$hf&=&~%Y7-=ol~MDOeVu2mW%c)t#E~X_wF2%~*P9*$X2_@dK4FtL*uYUkX+W zlo9gp?uvo5+mVIbQ(KtQlaAZW(7;Tl9ES+-Ro$(G6w5X)h|J4m1_70dz~Oe-g)9vk zTUq_kHn41Udp?kAziaTDD)})2Xz`ID%Z;rqLURVm+UQPuNEgWx^ElHqsobPiez2Cr zkYvyL&pJhicbvb9isKWWe-zoE5zDz3eK+T;aT0UT%#)_DtHH;^z`8rzf3k9T{Cvkq z#7s>IqHW77!vS?`Gi+JLD+p143ih2Jvm?U?34ml!_<-TlM51xd2<rZCp4Gy)#FO_2c6K5N!q+77+sA}(b;p9aF7^5rZU(~riKz$w%m$m@7ogGgeMM z&i{2UUY z9-;P!BO~_e^C_!(dHLA-pGn}-dG=oSlx6r>2tL%f(x11`P`t zq1V&oidjyJ#N^TGFh1uY4^OUoi6Q*GEId0qm{uUsO=eJA8|W~5Ba0C{!#vHHUe6!b*p zX3Sa3*;z15Q9f2JQ3dw^SEomnbtIO##stl$pvlDr{VD9!${PEKOeI3!nbh4%PV05$ z{;GXFhP?m~$k(lJ>A|NDHkY39f8NtvT3G7T*A{IJ3#cmeq`wcx-N)U=+;Owf27ES! z1!rLaN@q@wO}V&^R%~DX@!(eaz{&F^e;0G9!c_JN1Ht;eIaYRyfV zmaxVDHnqaDhef18zs!uXxu0`)PiWs$=nsZlai8q-HqEAZ!4Q@%V>Yg`^U*$xffL;W9B+7!{J?V?!I#V)Qpr*OcdLZ zMZB^~X`Z}3zsc$1!8`Dr0-{96eg1vFy0wZ9LjCq``SUlHZ-qsfD{!qY`wrCg(J-y= zSYW6PWI}mv_#sjw9{0!b+;ZeZz9+prLU0yZl_rX3oY2HRDOX37-`~i)w??d~IX(@O z4rs8_;(0G}NG(?5>DL~0DFAIU(KatA$P8<)6HmpUu-rS?_oT;TYXyMQ!n$6mG?W$x zHa;MSqhg%Ga=Q!p)sFjsOUwTTP(0!A>;$?|>$xT(Lx{D)9o(8JWBGLna?1FX(JkiM z<&lKYU9Zb~&g%K@e9U{TQcm^J?sDk zb`gpW9eEr%Dwhs z0I={hSgyje6n_Ar*BFmpAQmIx-;#pJMmrX)`+m`jkW3P;Jrb3pLZTlx#^x+`FYj<2 zJX#L_rq$Z6#vfA>M66vdfu;C6+h5GfMM!X17WEE}{)D`w$e;qev5zPK1GRpTT8z|6 z9M&aYi!;1G^|v5bE06`BU*jpt#}n>$a*P5fx$=Jx6dlwe1I-Q_zF7Z_H)O#DUG3Jl zr!{&~YL8y2VU>Y=<4RO+{w}WU2?INf{h-2Kr1VE8NVsQ2dU0uVTV!RDqW#fadu3f& z>N8}#CwnJuCs&YEw#QC{T|d~8&zv)+LjbOaJ1E>8_22&L6;ZG=5X`MgB;_;S+*MoY z3teu1Dh{5sF%JO%<17U+h~-^YZey<8BI7p()jFM-3YilZ*!%hF?e4W(+~g$bE1rs{$W@`Hb&U zB>p}ob>d{hLMmHr^7s+?g4}$Q-%T0}#!13Ko1R8`e9G1z$Oey+aYih)9~V2+TmyLh zXS?3EQZ2>UDb*x3MJo-SPFwVw$tCi6$_AoRe?<+6;)_%kwvFfP-g{VuBt<@w^UpkZ zvbS5Dncmv^_=_)7twZ3IzVNH0jb`h)*+V0GJ!%R7XY=v_;IVPSt2BEU8<=tpZnJ?F zEeB6R2#unRtEt;$34>hE3*qA<6rVA`vjD&fZmlnOBy1|Gi>f!0;mBpHbfeVWc}}ST zje%OFSqhW5dtE}#{VVZ3y2sDP+y)76l?CRFo8^wUP{tT(tco?at2!&lXx~k5B16gf01bNK*h``s-h`1!gfw z!e^ChJ9LecuI&fJ>yf5153R8UZoM3$D8erq|%M*6HnBSoLUI6vzq*Sh|oXCO+{SD5I9`&18F=ZqI!pyEtG%Cd zrm7g}xYp!AlRRA(^?>>QHS|qBjTN>{y*AqTrQu>T|HAc^$rSM zx_=XfKN*6%zl(ka#-Rd6&1uAw%j2vwF;h%A_|#Ol zsv`bGtJQryeQF3?@(h0L&0llFeqy~yCww^)kpd8G&7KzZR)dwsaWhX%_Oi@eAVw(O zq6p}*`{G~E`sF~MExWok73IlaYs|LRLq@Y>EEaS7+#B3puHOrr9-5TKnQNW8aTy`_ zdGFmm05M)NPx}L!(L?&KcTL{U`AccX}8YA+ZZG&7NkE1c$Z`&M-|L|n7JNul)LRtUi zdjAslZ6>eGFbR>t#x0xTPB@+=5K?;V9sNR=!NOGcA*tzNqI#&ufK9;SLciR37SqR> zQ&RT6y8FtADZk9T)^THcjd$$ZAFy(|sk)}Z{PN`Vw7}_KHK@fLh}OlckI9Z%M1QTx z=~BrzGAXHP=r6-}4{AxRJ53VQq|d5|wgisbC+SCqJK7w`2y)G?5n~06M*FP&$Fp5} z9~FI;lZK4%(E3JzJ(Yk3;~S~3;95aA89T&p)68av+nl-tOx>%Sz@67ntz6Hm|tN9Cs4;^&GaqFgOI(sS8 zMJ_|>j~F(?m&yC(udOpJo~79RAy(1cB@yMvAzh4_;qBVb*vfk{p}~WixWFHBfcC=1 zPQjydl@fri823M=ssy08M19_2c5zXkByMEJ#ZEYs2?bzz{x5&C4bks5SQLj>dkqq* z=Z-5jXKJ_MK*Z2Y?p!fLjxXpzzO;A_KsR(aoWPK(P&tfu_sfdK+!8T}lc2Uyiqq1# zm)>{0NrfRZXbw+|y_>+bX`_z#7ZA2^#cD=tboH*MmuIzPHNz%s@a#`ZKAxAc5blKZ#i5$}Qh(lBtY$=9f zOz&-DzUS6(lG-ySSTX6bSEuFh%g8gS2uCbTQ=o`wO&qNsB&$V+8dSo8G@{$`{BLHN zd7fTwk{Y6e!A1B~z9>YWC`iHX-xOMRs)F5Iaj`V2 zJlt$p1D1}qzD_RdOINip7wR_Yw-znR`l9%ijG1Op7bPxC^Uh|X!kNl8nu~Nd4y<1G zH9Yj>`|9;5o8MO=JfOJbb5Pxc_vFRcQLy3>3>nxD+}l&Bi^8&N^w2r{3tNV|`V0`V z_}~hQO#*%Skn*tu$U|{hMB_^$Eb8m6@sGLv1akgbJNf=RFgZ;d4v-Llo0(SlsuI?=X^2)Ux~R%t#^2l2>{PtkT$IF! zRNrIk+wSil*YyRgMoq2|{x4dMm)skOXFw?`qa7M{ueCdI;7(80`Ykgj9b`dIH^#tR zr^0TP+>~T!(vuu78iB%hKCm9sJBDzkaj|tr+cOZs@r-b>%w_zERy}GQi zQS?!wRlO0W@Dh3sEof`mds?aR)7v*%mLqUMC!FkTCXX$#Ar8#--?$!LaDZS6v}Eh2 z=XF1(|EI364vVUL*Tz6WLK*}C>5%S5I)@%QlLcw=*zMcJk{y&uhRm7a0xF0d$d(+{d z?uiJj>@}L^raE{+-?6?`JsWd)j25@9d=}mQ_-W~zeTFUAr}sN3 z!oKBM#SP(`hL{{No&iMC;q_~(fqm{mU;HR!!cv!cxoCL}X-6UA@ zs>54*&{#*9n^zzlzTh-p9}I_3Fi%yUbmx`Cu+zi7-KoyWtaO51+AjrUO{bL;OIv9@ zY7rf{iI}d-IDS%Y-y44^!E!6+zkU^kbh;;4OgO9*PzEJk`D@a$ibRiaY z*7$)qACfWScQ_X+&nOBlnW#${ftzc_)}f0<{=K{P)?r-&5(=Q-zM5p$d}%Q)F>Pu$ zs{Hoa`zo9C)!%b)e_n8Z*w50tlgaP9MMs%{`dFLgF7xp6HDH?1bM~4Sa*E4Nyz##- zeIcEYVEcq>L(cRaP^;)NIg~75&)I+M^G;e*U$$`Xlc%J?VJU_Uwm9paXrG)SG5%k| zJGOhmOUbw5!rbCQ$zuGNjEn?KcHztV53GN`JC5XJzNe<9W?v#|vXPNiEL}o*Px>s6 z=?sF1)N4UoQ;<$N;V_I}dNl@l03!!q={VAU`usg*sOv!^d8p~(iaxfwi!rG@|+HYx$>OEH%Td z=)Csjyl}7;Zdpa?F?x!0m%8V7BE+ z{i(6?0n{rT##cg1YioI#{yq}M9LKK?lgvYRexWN<(zf8_*ZWDqXicQvb!@Wdp0Ffs zM~WFj!r`?HbU1WVQfv(j6zyy?^cxs2^1g>g)&wVLzLU;B)YOiQ>@Uq%z4ZesBI|B$ zvKzB=aUmKqC2@=n{FCf}BoeK{WjE%0weUNaQX>dFkOpt>(IK`t&%gj|(7=>?#ECC$ z9!_%-53RlBE6vYhN4P}HND_bs{?)_v87XXWKLx_)M+fqu5#lJb!anE}k}6s*$BvoR z9zP=`{3)>2)UuM(%l1CiD_7{3Ffw51UWwUBwVxQ>4N*qtv!IzH#^P6-RGVRZLiRl) z?LiyKSp|bYCIX_{#3oFu*?zCT)T~KJ3x5uq|5<+a@N41+5NltsByBamWeJ(pk2Z?h zr=R)J7a>av_TfN5{srgt40@4#`a5JLFZbDn59lOMcmpt()N#YIeuB|>?DIez;zaQ-Y*X2j zxZT!L5`{+8lgD|}lqnjYJP-)F*ozo8TwVg^N*H6cJMkiyIb!MPZhV;W1Oh4S2!5`V zhJz}VwweHFWdZsI@-9>RShx}{E|6^Z!%^926~H_(IFd9J(QwZxnwvxaqBH-7o2R&Une5SdXzYU05)Xd8$v%?;|;997Yp zK>TplvE6i9IE9&|=1d@@4Vyn=jc^a0r3jB&>}~_n$~1P2Z9nsNEi43U|2##~c>2pj zaTE%vSzBYaZx8=rD`D*;mua?J+xn2$nNX=FM%-+3na7n(@ZrRNqQk-xm*mhfP*+zC zVp-}W08%g)0-^F_LnFHN?|FYU-@r6gCiBa&yG?o0DR9Dae*r-gkun=x9ni7R{8X{C z_;df;O%>OJ$3h8wF()VA+T#ET5S;%hrUOP_{E*+V1|NSWAwi5qVxBs$a1tx0Ttskp ztS)(UnpCYMPN<0Go(wf@*2r*Sjhn8Ny^e!GDO-h8GuC_ui9DmLlbK+@!(}@8n3Xaa zuuicti;7C90#i~`juj&+JAa^hTnB#JXaD#hK*kHJoBC5jN@Y!6a6-cRY+tyw>3ZYa z@~oixlm-DEqe0JYdMLrS9t^qo7Fp@SXZ5o_bTK{hUUsu}$(%qj$5eO|7__irVv*sH zTp1cwhTT|Nyj%;)Km-?;q&RkM9x|-6(Gy0up&G9>IfB6R+64CUxz?T&Sn#FNmyQDV_FZpRZNsOe18rSuxH+TQ*Ztcm|XbzF-!U0fyXqdxMG9M-M{+1%|iD57wW= z`16SoOw&?k(O)mF98{Sz-P#JK{*0)1t1bUDuB~ojYQ}D}qzm*$bj9BFjM4|H=$ckr zsC)&aIaYF^KCc&dmr!FD_1M(fMDVG~tFIH|G(yi6*WnbDc$kk6VgRVZV#I zSR?$;3wh$c0 z(&KfaKotYz9f(>_-}8w>&!(8|2|y15@-60YvJ4?X-+uY%H$?wSVF;kxQsSy@ty(^- z{q84+rHm}l16EMQUSDb0?>1C3ogjK6jV6%3-R6HcV7$<6*sQK4npmRskq&HMp zD?`vrM?I>eZHv^PaR)l2*D?NbVS=jA?9H3UPWBH7KYnBZItuGN)WVzD%HL(}nl5{@ z=5SFWgp@+C?|4SXu6s82(J|HBoz|1`vuCH!Lqfos~fvv!v;C?G$+=LYk_H<*yp zk=4N0Djwc{jli_}Yt@_EXGrVm;9vMBj`GEs@%x8hfOHJ#2KTIid&2R5Au0UpkC%X< z0AA~T{r)ky(*1Eyc=(TNfV<@@9Rf3dH3KNcJxbJyHQ_(PCa(RQg9y%QLu zB5H?Ehh%iLrw5E$Ft6$Z_RO`OKcP8!%B*iM+LpJK@}xOr`7<)SkEyJH)x%*$Ce!ZR zwgNUEk%3vD{OJgFJzQXIP}9u~qme>_!Rt~yD@s#W-%xFmVeHiED6yhfNuf_3vc2)< zgHJ|_daR)|fLuu9&nd0d{-#~0F$GErlcKHb-k7wxV=Is}ehum!ja^#Gp-e&-D9EcX zpxTW6>+|q3TS?Zm%$Bs&jubu`(ZpDK>N=WRbWpT zT81d9oiT@i@VR08P+LTHfl=C>bo(KimQPX!-kE@~j`NcD)^|yvIvpLusRIv<3VB8x zT^#@ke4(v7PytzaSM$8mH?DCejpc0D;>nA+^&Icu%hXsb1pvLme|&0SCX@Oz;X zlD4_Lnw6h#s2g|2w4E_?9JbYG)Gw9%R@}IuEMz8acdiFS23qPgw`&nWy`K8J zHJma7q_;FD&}|fDa@)q5^re|Ik+&lx_IKWg%X{;pb$%_y*{;icM%!bBozF4JXKiEH10d1(&yNubtS!D!UVbN4PKF53_ne#2@S7}N}lGt0aU8a3qHR3xn`f$ zUzPKyk86sWm-NNPcoCdzvJt-Hpp~@c)Yn$^>A(eJhBDH+uz*7D{7lk_x3HRvQ8{65DXcG*f0sFb3IECe4z zj){4QVoNE7XS#1BrQOt&y7llN)o&9NctjeP0gb-d<{Fd%<+D#ATWPAQDObQLPeOlT@ic_=9 z__Bb4Jq_VUzdJ4)2$g?-Lm@1iO1kE_gt!ZcTVCfPov|CfuSjEl-D6a3Z6betG}EV1 zx_UP55b2Afc}}a>%>n{BDiiPuf@#e+H;GZQVtzGUX${H+*;(7`Xfjzmh?qH>^&h9C zQa|b*T~o>ssV&Y%PqiUmX3OOh)uQ&Y(4gO}IXu(VhnD0h*;8{vxd>syWi9FkXZ1Oo zBn^=-ul`OUZ*iyUVMr+M$|zrdx3;$K*N0~pH*pCFNnU(pX6WLss%Gcn$>T-Hgou8P zkEdr~onC)@_m!f2SFQ5hQIFbhWyQm?M2xzY@{WF!?G<(ZcR>tZPZTEXTlNR{6s2>r zE%DQXsO2KHrJl+gNSJIt78R7Sz<@w>b>t8^SBlb9nuarkt;uL9M8|}KWK@AOogO-v z@Wh)B^a6Bsbugu{@Sn7^nWCr|hE>VM4wKqO)0=`N)NJ*ns^X{pG|_JLF9*)$9^4PQ zxS13(J2u6nMrBMimFHrE->IdWS$+2NuZ%Lv!!6E&B4!;zQaMW2CXFKB3#rz8@CWIT zj>$+NrpOOlWT{PuNN|iKlXWm~99UTyj*rtBd86?|C6gIY?WsB>h3H8Z7nNQ!o3pP^ zDs1P|dP&S$?#aoqnpl@ueYzVwSbsqr!+=Ob-Yp}9%#m$kN0trgN zdQZHTi#-E%zvFM2zxU>&`nW5}AFeX3I@N0_lXol}sGIj4p{2k`)vhR5u+JRWHX_L~ z=5QZbWQrb^nAThdcPQDD>0=g*sl;z{_!+;!jlKALDaBHNd=h*toE9G7K3YRI61;*TGWF~zJ(Y$=Xg8zWN~~5U6)@bmeaHrf zCN&tNO(J4aRE1S+P%G+6Fzm!_0 zy7mvplB{J-C)?OqBIL?c%+eTTR9nm>TsF6|*?JY2qU}IvkLmtmmynD6>SF(=a8CeU zCWmRXD?`A`G#0WeQazry_?TDFH`F-en!_WwMpFWO3<5c*$l@R0{8({(?BfUe525XX zy{o`enkS4;;@NUGZnRhJ|54BcBprx{D&(~UiWzk$ES*g%L{Zbs$r@NSI$jts9+ZKb z*2TL1CcRv-!ae3W0+iDtQhbhAN?T?hvZaYr| zGjFcwN|#tE$$h`Ap!rIebhG9_>AaPOhK3|jocNg+IbJG-2j}N68#>SH{A=v%10Lv! z6XTM7y7`HP@4j~vDR_*I4(vlrbdIcy$OpA6_a4EKaTq8e0Rw_`nTAONr;L^z-nr!B z;`a2($RXWsfmjo%+T$5!92@)E4tC!bwquW#&msWA>VAH`CgZ^A^2n{*j(A&zbk; zU*gYnhrO9~;x}`YVtAqvxyOW6+6Aze!V*+ku;KgAB+pGwUc_sO4jG{VP14o1v9vbE z-RXJGlylH3PZWtk4KL3=1WqW77}~~a*>>96?hplA5P!KUSQv#EDaM7dcW= zbk*iFyLP@D{xB8H4xHiDQddBuki5J56W?x%^4KSaMe4`e>lgg+sj~+faEF2>D!ZG> zghV_ZUf!(Jj3cNhSm6q;u2y0SoT=Fb^L_S*DK85hEK7^Pkw;2?)YfjIXy_gsL&_Pm zxYlwewmr%wWt8v2pB9nJcQ(8PVJ^irl4ReAl+X{B>wjM?-mR4e{0ra9jO+qBH&hT@>^Sy&rYvQFac51t#5BAC?d$9Oer&3KZ6LVC%@yLOPkX+)YbZL+tOiFK$=@BYp zp;&+aq6Fq*`t8!IkkLKlPYnX>K4o%x;fRe?8?=aT(-a1a4o%+73?Crnm!@46Fr9^_z7MN?TY_qm z8O%V=kM0#P10xfs=jG()*tY+X){dM1Bxt_%qpsjL?eY)9d7JpF&6*lyu+G=k8ra*@ z_u)ZB_s5o7PKPv6+N<&2Co?K~>Qb*=oR7Y_xemxFCp3vG{Ffo`w!{mSEVvV*zwNF6 zojZsMQ4Fq3M&=Y6DyDFZ$9zXZg-hW(D#<)aDG z)MRR8d=pZ-MZ(6pGZvo0m?BH03LhQo~JhZOBhZsBeqW zr-}1#*NMyI^t_zu8ft_vgrm*7jE^SVh)8BOspr#0!w${Yu6f~_0V*WV@JNGyV9Ug)(mdM1WstK zsv+(lNNLBV!1mZFGxJ+69*sBx$o}&%^k$%%;d^Z!hu8G3DhW?GfP&>Wr@En2{Yy6t zjI1~GEePLbzWGlxOb3U8Q2MF%wwV#Twn-a{FZ4Q&`cbLEF2h$~p9gxpFkVK_`9BcF zM^w0_LS(So?=C(U+m&I>nj^^F#TqZ&Vxr&bG1={82Fj9I5KN{ugN{spp1fE0`anX2toNmE@l0dzj9`K4+7n&VIS_$8Q6CGzaO~hLCfoQtN znBy2DQsztQ{`vs-$FFw0aVpMAU5cJ7>>c5nx^4Exo{$VpRb6Vg46Wkk zmV|tk+jCkK+G*djaUsSCR@OYOATSR{b$Tqt{Y;Qnj;LsbN6DVROjDJv7H1l=_pErK=$0QOd9I^nRIeKy9;b!cb-%(MgwFfoO^);K}TkejpSrgqaw zZ0J4bW0#D92VLSBsmg~hu2gkG(1XvfdNjSu0+aJ1>lpE6(oLy(2go_As4;!IG9o^@w|*^ zBz`_*72g{;fM@PLQwY=efm{!G9;3bCXnCtTE7B$M8qPAMwv7vC4qr}Fh^qH}?MTxv zQ#NxGRTp7N2$}AsyAmhUi8*?HI_j3s<3os)8q>U#1~033x3N)r@GM|+Vty>U2bL=2 z#S`>ue!*+1S09B~c6^Gzy{8S#Pmkz_urFldT@I_C_Pr)1T|-A^9*aaNDVK(lv<4N<1aW)Ns>Ou9E`5RLz1nmB;O|Fx?9fL^A?C|VRW1u zsSYGeKV0WSBM}@#_1o#{ZlYDjMLB0($(x-u8jC>gHMF2!YaQ73VDpX67BqFk9-C)< zC}sx`C28RX*enI+=ugXOVdJapzuc*N2EueL;;j?#?=CO5IfSm~P5{#3g1!&%rW^q; z-`XTuYGdBYSK;w1f48kgO$!@>^Rp^9_>BC!jcmU@jVC0mW~CznStvbgt-A5L2lRQl z(T90~S?QHCv^4=^^vurQ!S2nr@qccoKzF-+qhovbXbpFW&}}M$Nkvj2mG7N(RD78* za0y-gUN0_^D$e~d!A3G}M-ioAgUi6KGMCy3<_$dfHPT^!8UsBJz66)5@DML^9e= zy8dT@T;$i|v91ilq)M+F=%-rT0G9^o*e{)p%EoN#t=(2sdO}=m^rueT(w&z+Hx?~k zw{f#=n;t9apRx-?JG{fd8xSunt^0csJCuJX+KLzQ8$TF*6j;CNdhJm#~0%LL8Tb(!-*Fw-Pd)EiwkTzT6fvNlOr z3>q(vGewPI`cILLO?I?(*}D8>|6aenM^@iNe;Mc!sP}66?4vlw`*w)Lg+rY*eKvp4 ze{X)tf7#4pa`HJ#k2f>aFr-w_YRZ;V!G<6a^%h1KuJXbVL@hg z3Z7>a*y5JM#gR0~_2vmY!5#TvTtM~$@`NG*;6KxV1?AyQ>Reeh&0jXp=O8AbMicVK z3A_2RP;FX3qm*8+avc+XwVqp-G_@&Ts=c4mui*>O8{O_%0Nq%=HTAj8od3p8Z6nwT zuu>NeHA=FXHbaQti%4M)_x}p$BzlDndT-Tsh@igqiDlN|3@zMR!E@fqq&f9`JxsU+N<3auXsAb*m6hhikapuv$>}#6q-k8$)rVD_0EAsRsOy=I7c8s}6@c%tYR(N! z;(?AOM@zGIWpVp={u~Va989zls@2WQuVmFm4zinGf-y8vKcXdgEpRPn^^Q!<=T-;c zUrv7I$$2%=p`NDe>F~ve^<(9ebySqVBht&7&Ytn^@?BiLpLD6muaTvWrh}x~*_-_~ z<`{`xgl=m!GF+B22yh}awR(hu<&`jCx6W(5sdT+5W z4%46RuhMMC6OM|GRnl=L3{p`f&Wn#CIW;)g3cYFkdgj{77l0})Hpnd zF%ST}3PeYb1YQ7Je1#?mpy_6~I(ItZ+KQJ!IjsPZI3K)Z&GK=)0Ts!R-y}q-kNXT2 z9c(>fBL2%--Bb6Id}Iq$EAr^tLkG(M zWd1)8r8@v>*T>z8LUaYq3R0WaP2^qk>0`=XbISET}2hfd4@65 zq%;9ys#|54I1FK!ahuEE3$N=alEoJPFSx9rEc(^`Y)(5F!7=dX|EMnbcG;}@cfBQK~b{K5$uq$FRiWFC~8F7TS2hO)rTv#M6D>!$?#GGl_L&JV0iTD>Gh}2im zU-7F5`rXf?XiS6cpx+CUzwZ1*lXbOWnL-es`j~BosO$mp+7r@7%RFA_6nA! z334#)RRq}p%(G|dJ4G};%43wQq21xvCnk-+P((E&>@1_!VZmHJxZn9_FVk&b7 zAYU7+<`97;M!&3pAciSo<1_t7aF-Z+6(lLMHapeB(g=zGKE|U8+vToGU5`9rr6LbU zlM$-(JpW7f=MFk(JbkHSGs>>v>inb258YGW-rhVc{K_&A>*Lqe<<;o;ltN<}Hn>R< zsYBol+mvv}l#~2ZB-d8V{;n`d$^&2JvYnT7%9&T|yES1Wlz~yf`LwXXSjLKfu$sk_ zcM%<42MVW3EL6gDD#sXzF>WmJn60PO6R2#&Bp@-Z|M}O^qgM>PFU%^EZGAn16Q*rL z!&CqHie@Eczw``o>S*c6v-Dcq{ybd&Ls0if3;+o{0*7!Efrt^j1KA8TAramEg}tS1 zN_s+|*^e0DI7&)vOldn|$H&+X$7m^gV5Qkt6Mg&u!^*z9RQY#RJ!b?K3 zecO4LQ-Ii*oL!K6auEB_x|mUsxs02O+YAP=G=`*D#Y^qpZ$~R7!!#Tv2l^>kw#5luw|!Lu67M;m-~o zAOe!!_XR%Ye%r8&mWGCo;|m3w5=$^nBtov*02l?<-Sf{2wV+gObdW|f+fkl2N+uS= z?C3V5t}U3+o89tC>ppa@V3MzF{N1LVL%SOLe2;$gFlh~OauEyI<}MAr6Jp`zF#X5%#&?n6~A!^9hke*5<^RMh#b0Y7)8$XLxa#8j#)m7!7C_-wic2&E-GA=Fzh; zH%7WeLtw;o7cs#JLY3}3 zRd%H)0JQxI3t>x|4(zPJO{ZAV3NBn*QGg6kG1R_sx8Mo;+ER%ZzT$0sb+!Ya1zzME zc~XQlP1%}xzI5;`MpBi>FT~gVE8aNX$QKLz6g(V?yTm$wcCio$5LrmwM;4QMU$crf zxcP@B{8w*E)-+JHtt&uXw>u%)PW8emmXsRZ>k(#1!TQF#-*2Sg0rK5f;kT{TNL#(j zFI?Ia`58qy!h-L|mS}}EF>n1k0Q*c`uEs~iXy?wq!3Nh&H}YF(Hy{uV(QbkrW=z8k zs;l2zSU@!Olrf3w$$tk=r7-Fy$EE_o4i_aaxC*_c`Z5^cvb~CIwkh@wjhA=E#cAwF zNCvq%XVCyBUl5r>gV6=fob!sTTKOrN`zZl@<{s}cu#*1|&_yD(Fh^mGWNjHLxoU>#|z?A95-3R*aB!AL3eN@19KnHJH*eETGV?Fwj5s5 zi%O+2v?&o#QgBiA`%*ja8p9G)D3S74vV1v>u*VlX?|N9kzD z_VKIqFelNHuuh0%2kt&#FNuGQ8eFTLdX`g}m0fN5$sa3Pl6FJQ=O1)Pm7^r9&~1C{ zFh)F3#dO`k#YV3)%RY=T`gna8THmU(;x2P>Z>SH&C~?46Sk%!ag_0MB|EybhK;ZrT z*Az2Ev<833N~qhc??(r0gSLvu{p0AXM3{bYQ>(U-X)CQJLIyv?HIXb(?xTx2v(BHN zUli0_Z&jP8rmRz9r%@mfW;lx*pb@M*eM%weP+AZlub4zkJ#E~XNYItHUX?Ga2cwW4 z?qs84m@_G@P0oXA>Q0a2zw!iYxUxGq%QS*vq($B9YJd~z1Lo#>M5)TF&!Hac?Bfa$ zgB&n#)V1hhy6|bF9AZ|C?ydG%=!2?+vUva+RgL0A_A>>EKZu zGDkvsXe}oxreRaec<554*k9JxXqrzQk^a}h(pKJ~wAFv-)3%h*Vk%A-4Gt*-pW(Y$9#|J5=o18Ri-3pbFrZg4#2t!KqT3FJ#YX<_s_{F`tV_ao@FNZW$r zN_$XNZN=NQpJ1iQctg;2&szYB>kDxk>81bpVbHR4%~5xi)u^B-&%j8J)cMHBNhZ$w ze*!h*_Ij^t-MSy9C9HnF;?3_jP}9+5^p*<=TmJWf%oh9PyVALKU|sS$hfGw3oeg># zGo2l?MEgD}aK3S2V~ZDHe_+yhR&W|;2ELo_ZqU%Rstg;Z%-drHiTBmWkY(9bWutgL(2IbJoO3r=B#?H_>DFnE0goW z3`higmfNhVDl>U^XJA;H*)pGMPKd&~{m{{ztD0}}6A1~woA?>*YFiuG!rxW9Mbws>f71S(+A0Vxh>Mks(f z7;&B{JUe30Xa<3xWA=kL