From 925a8ffa970c700955105f70786f2c0dca99f62a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=D0=9D=D0=B8=D0=BA=D0=B8=D1=82=D0=B0=20=D0=9F=D0=BE=D1=82?= =?UTF-8?q?=D0=B0=D0=BF=D0=BE=D0=B2?= Date: Sun, 27 Apr 2025 20:01:04 +0400 Subject: [PATCH] add docs --- lab2/HookJeeves.py | 38 ---------------------- lab2/README.md | 73 ++++++++++++++++++++++++++++++++++++++++++ lab2/docs/zadanie.png | Bin 0 -> 56544 bytes 3 files changed, 73 insertions(+), 38 deletions(-) create mode 100644 lab2/README.md create mode 100644 lab2/docs/zadanie.png diff --git a/lab2/HookJeeves.py b/lab2/HookJeeves.py index f9af56c..bd3a447 100644 --- a/lab2/HookJeeves.py +++ b/lab2/HookJeeves.py @@ -90,44 +90,6 @@ def hooke_jeeves( return x, f(x), x_err -# def exploratory_search( -# f, x, delta, r=lambda x: True, fit=lambda a, b: a < b, x_err=None -# ): -# log() -# log("Выполняем исследующий поиск") - -# if x_err is None: -# x_err = get_errors_vector(x) - -# x_new = np.array(x) -# f_x_new = f(x_new) - -# for i in range(len(x)): -# x_up = x_new.copy() -# x_down = x_new.copy() - -# x_up[i] += delta[i] -# x_down[i] -= delta[i] - -# f_x_up = f(x_up) -# f_x_down = f(x_down) - -# if not r(x_up) or not r(x_down): -# log("Ограничение ОДЗ") - -# if fit(f_x_up, f_x_new) and fit(f_x_up, f_x_down) and r(x_up): -# x_new = x_up -# f_x_new = f_x_up -# elif fit(f_x_down, f_x_new) and r(x_down): -# x_new = x_down -# f_x_new = f_x_down - -# if any([x_new[i] != x[i] for i in range(len(x))]): -# log("Найдена точка", x_new, f(x_new)) - -# return x_new, x_err - - def exploratory_search( f, x, delta, r=lambda x: True, fit=lambda a, b: a < b, x_err=None, delta_err=None ): diff --git a/lab2/README.md b/lab2/README.md new file mode 100644 index 0000000..8a97fe6 --- /dev/null +++ b/lab2/README.md @@ -0,0 +1,73 @@ +# Лабораторная работа по вычислительной математике "Нелинейное программирование" + +## Запуск + +Склонировать проект и перейти в директорию проекта + +```shell +git clone ... project +cd project +``` + +Создать виртуальное окружение + +```shell +python3 -m venv .venv +``` + +Активировать ыиртуальное окружение + +```shell +#win powershell +.venv/Scripts/activate.ps1 + +# win bash +source + +# unix +source .venv/bin/activate +``` + +Установить зависимости + +```shell +pip install -r requirements.txt +``` + +Запустить скрипт + +```shell +python3 HookJeeves.py +``` + +Результат выполнения будет отображен в консоли и в файле `result.log` + +## Организация работы + +1. Лабораторная работа выполняется индивидуально. +2. Лабораторная работа состоит из двух частей, основная часть и дополнительные задания в зависимости от качества выполнения работы. +3. Выбрать можно любой из предложенных вариантов, которые отличаются уровнем сложности и, как следствием, максимальным числом баллов, которое можно получить за выполнение. +4. Оценивается результат выполнения, а не качество написанного кода. Допускается реализация на любом языке программирования или среде разработки позволяющей решить задачу (1С, Excel, MatLAB, Maple и тд). Например, можно использовать макросы в Excel, но нельзя использовать готовый плагин для решения задач. +5. Допускается использование математических библиотек и пакетов реализующих вспомогательные функции, такие как операции с векторами и матрицами, вычисление градиента и Гессиана, основные математические функции. Использование готовых методов оптимизации не допускается. + +## Общее задание + +1. Необходимо составить программную реализацию одного из изученных методов оптимизации полиномиальной функции с оценкой абсолютной погрешности работы данного метода. +2. Программа должна позволять ввести произвольные значения в заранее подготовленный файл, с клавиатуры или другим общепринятым способом. Генерация случайных данных не допускается. +3. Количество ненулевых коэффициентов в проверочных примерах должно быть не менее 10. +4. Результатом работы программы должны быть: + - Значения неизвестных (массив X) для минимума и максимума функции на заданном отрезке. + - Результаты подстановки неизвестных целевую функцию + - Оценки абсолютных погрешностей для найденных значений + - Поощряется вывод промежуточных вычислений и графиков функции. +5. Полученные абсолютные погрешности вычислений должны быть допустимыми, то есть не превышать половины единицы измерения искомых величин (не превышать 5%). + +## Пояснения по расчету погрешностей + +1. Для расчета погрешностей необходимо использовать формулы из соответствующей лекции со слайдов 7 и 8. Так как все алгоритмы подразумевают только выполнения базовых математических операций, то формулы со слайда 9, вам скорее всего не пригодятся. +2. Погрешности исходных данных считаются по умолчанию и равны половине последнего введенного знака. То есть для числа 48 абсолютная погрешность равна 0.5, а для числа 48.01 абсолютная погрешность равна 0.005. Отдельно вводить погрешности для входных данных не требуется. Таким образом для достижения требуемого результата значения на входе должны иметь достаточно малые абсолютные погрешности. +3. Для косвенной само-проверки расчета погрешностей разумно подсчитывать общее количество операций сложения, вычитания, умножения и деления. Это позволит понять где идет наибольшее накопление погрешностей и исправить ошибку. + +## Вариант задания + +![Вариант задания](docs/zadanie.png) diff --git a/lab2/docs/zadanie.png b/lab2/docs/zadanie.png new file mode 100644 index 0000000000000000000000000000000000000000..2428370a829a50e4f33a7675807b4472d50d3d15 GIT binary patch literal 56544 zcmZU)19T@(@Gts}vGHzf+qP}nw(Vq-Y;4;$zZ=`y*tYHD<#*0~@7?>q=gjm>*Yq@M zx@)ScKNYSZCk_vb1q%QG;3XwQlmGy5>hJq@XvptWX7?A!_XWgRNn8j}Glg^VodGu& zlobR3>SKSr8$x{NVH_khodE!Z{{K#pVf!)@0ASr!QbbV2L+?D>-A83`X(-pbwJ72D z%uk^J0nmJKXkH{3(F}@w;_Ct<5OBqT2!e7!pET z_uQx04U+cE4HNgD5ub-|FFNqt&R5x-M-%DH&PSW^E?l@E0tqD0;Gls51W5nu!eeQ2 zhyQ<2pmRt(6H!TImH!77U}PHd|Gx(f9#jg;s7d($*7IL=+vP;|4MIK!%Ku;O-_+i@ z0FD1y?EfmG9P)pckx~0Udg@VugundjeU_t8P;Pz{*;&tBKNmj91& z+yu)0Z!CcZmq*=YMfx9<1i4b;fic)Xf$QJ1>)qi$>g)gT`XivznG!r7wBBTO_wi&B zAkx~|<%V#+W!;>Q5JFSmb#p#txzZyrlFRSTpI{7>_uo98Rd1W-NM3`F_I0*lWbt^y zmKyKoA^2n0wxVF6yhDxr4QoqFGnLb(|+i@gr6o>3Md(mVO=I&b8M_gC-WTDpSQYk}LH8g%up-H}o?%Ya>4a4x$2 zKuz#4lJ^~7!^0(Xob=uxzunFg-qayEjFaS6NIZPbpgd=-!Q9Ep@v&V_uUr#ln}-1+ zg1&@M=)WJI5B)P#MJPF3@D@KEEk>{QaX{&N)*l5i;~Mc5j=!7l{hx{cVQmW(H*Usgt<1!=&T2CHbguO;}xf;z*%@+9pfNa>cm(TqkGeI zndkHdq_{u&jpsD;lrb!Z?Tc*vc>;b`488v*4`p-Y9&Vu%FD|+=pV#w)vs;ac|6^w$aPr4xbitXorPnb)^%VV$&+;+U(igW}|8O^M!^Y0_drq;hNvEdtG z!0X{)-(C(*KO~3!UXRfe{v7%Bk)z#OlJ2qFf?AuzN;URD z+`Du$t@>R_N^jv1`~!nSV|GfnCU*N&wSoL(fql-uf*z?#Tb&DwtR|-AwbLp_fJ3yo zyu+t-z@MXX=g-awo^%N&Q|aY4N3_Zb(v7nLH(8(KLQ`*caQe_rrEuZJ8UDS-^8Fq0 zkC5mORRWq$#tO01!1Ha@5>!j;pyBYxA)?1B0%fNkMzPbWH`@y=u&6Mf9~Pd*it=i4 zq<3U>xEaqlnG+{`K6S9VQAr^2UKmL<0sC8Y4hI=Cap)jx*p^``8< zrv%HW0^_7EVu2T{zs&#jB_RutG6MJeyZEaB8c;gqWwLA?TKId1IF<7!p zEyA3qAP=-B?C1{v9+m>BcYXi;52KLC?QY>Iew-x%(UnTD(jP~}NIZ(4m5ebxT!YVM zA!zJ~7lKYR%w=b$_a%Q1S@`TXp>sd8!32WTzfjwNMd&(ra_wQvYm0_+n?L_Vc87%} zU{k4B|M`R0IZN5rbl|?}I?B=dML}0;C2+?g32~KoXrVTFA7Xpa$-LZR_wzC5kMMhE zSll{Qo>o8f{qY7&Z}Ht#g4+W{jGhFfG(?_a;_3B-^w>akVi?kvcab}}L1k9hKj32hF~eHxU;Bns?h4EW0Z@#2wJPO3Shg)c%o zJpQ1@a88AndC^EO)O*VMNVQn)CG zd|_DjHljd7ZDj67+Nceg!__b0aDg!izvp3+idyaE|G&kw*bB#xM3|eeJ#PI4y25zTuTvUEAN~g%j`IxWKJ{N^S{lY zvpwKDQ}hQC^m0a|xWbf=cH?(+V46>%^0QR+Gozo0&u)f8eL0+oA+$;xuI*ok3Tm3+M^(_9}h8|YQ@`UgX+Y!xO!y`D8m|B9jSj3zjvOPnO zC4^NkEoSxoHp@@*s76oG*9p?g(UjnFhdtV5-qtBcJB3PSu2<&OY;*PDH~L3K*koD_ zYC75B3HLV5Cvq@Ei)4Xg-V@_=peT{uyyVDo3TKDz@CzuRpjs9C2=5zErOnaB4|&3u zZ-Hz=YDSqLv(Dp&RF6oVuNX;?cw3^&8P$*8xP!flB1nc>KNurB8p9vsOO6s}Y9^m> z4*5k^t+2Ls-x0QiXgFSC%i(bfi=yo6P_6NEGS?f~xBtV|tCo8_k3M$>&CE1xvsLU$ zu&M#!FUuXf^f>v)DKgIAxWEW_ZNj#IegI2&DUvT0rs-K&zFbbd8S&>cUzWrOlMgm2 zI!r?*e@0UUd}GBbsr+O)j0GAO@{$+r@E~dDc6#z}=h7)czJAPPs|E2m)g$FUla%Mz zoNYn0jefl`(yj4XuSl9JzyCF}_*k(Cwd3*5vh}PJ9)Axc=)vEnr;C|AuE14D^9$1A z=L(eW>8e?4%vocd*O@cN`PunQCLZqP;Q8Q=HKMGoaKesWGi9IE!8p;`qT_k2WUG?C z^FK$@S9zOtM`-h!O|j5E?9XqR@-}FfGHw{w{ZD5lNVEIAr+95t!Z$6%hH6J^6^a$R zSvWSwR#9Ms?WqvxDkEGxlTv2tw>Oc=(eg!ur)C#b*RxJPXtr}$|H1J#1C?*q1q+Bn z3p?hmS6H-+G&^Jm%aa5~q%BjoWoLk`jG|uZnJNOk093$Ccb1mBA|ssMp943^sA@A= zhey$>p~4`o)j{vO<>?86+YZ|Z~k!ZvpU;LwD6{^{zN|RblliEMASa|<8Pd2J#SUj zEbFZYOC|EpN>4X?3hW=gsH&Vk;)*|3oIN}bpxGYT=qp7`fo|`F-AZVZdaGfZo|PIT z6%}25tdc|0Kb<{J*BrdC4je5%Xr~X7R}eJgO%_4A)TJ%s)PMLTtH03Td33X>qCit< z*bdP3U$rbuE2g7Wem?mf+}VYyg3?uUlIl~Cj82p(R^`vw0~INL-L0b=J4$*^WUDRFTZv-%Lo1%{^c@3}rLyXb|!ao?GKO8K+4$ z+TZY#qv^MP4FvTzY1! zic>#af0s&$PV3v_BuO7Ub_XkG>8_RZGk43juecLeM&otU<+h}2Z7JoxXB<|8eJ2MPL%45k*G%oDw~<<}QAt5Yyr~ zxC*x-&XHu4MtCbPCT$2*v<21rVd^C;_jegZx_{%a8aEqZ@R=T!{eh}3Dz?Ahs>Ope zB%(}Ap8e$*r>0;C&BV%4z&oz<}lt4Zu zvyi|_*cS86g9N?JBvN;`^vpQ_*eF+@@(x4MyqEm{w9w2K74Cy{mewD-q^!gx=SQJ1 zyc$c|$wzmjs+epz9Epb|x=E9`@~s<3Cb%B4%}IGhF8S)fi2H|X348T^cf%}ehn`(& zGwO6EPq!WFs&BqdC#j%feBP*Ku*U~+luZ|$>cZ)p*KUsV?EzHpM#UVJ3?Ep9okM=S zz0OI3k|tx1t5A$9QKh4hRD5{fpf@hCKfY9cFPU1j0fw9lo4DMA;<+^_RGHR|E;GI!X2Mg=F~O0Jz;)b*-U zH-Ta+v#^+m(>Ptx?5H3u4?oyHgd{Ji>PJMxY|bglU73~i_XYlo>&R^^7-pbwH`wrD zGIp*kmE8|rvO0t^kD$V7>AW6|sPgYJh*SycH!%|vbJrP?noA`x>uV&L`9&ae z^6+&9`fU?SCXs~4t*_jaX1*X$oDuLttDz)_X#U$0uVML(?X14BMogVB5pkH7w>}zi zn3bjda&L=sT03*5pqh%0yEs0(_{vE(XSAsA9o?9-fS5s8zH%SQESBwy_SB`UycI7+ z#g^{z_xXuA&e@HNJBbloH6fumIA`a35-)Qx`1jBOL!I99Q7X)lO+J|eqjgDylp3eJ z-_mM;7M=}6*6drb499wyBeQQZ-Wl!A?K3M1pP)bGhA?D3B&k>zAc7D&Hz=td_6ycy zX7#uyNsVd0YO|67Xn7So9*sXoqME;kojeoy4#Ohghw-P!t-I+OF?h+oC!G_f+q(i=gYjcL}v07sHNs ztv4=4kfSu4oWP`htiOs0S<61REAMRS&AG-_l$4yRW~}Vf$C8IbF~Lr)lR;Q~2`EVd2Q` zoqfqf4$FTeetZPKtt1PykEOFLo^5YirC;Q!M)zrbm=$CtoeT|P>Dz95IQ2T+;=`7F z`#*axlL#8u@9xt1kBSZ^NqtW$0S8R9oK`z}LwfDKKf;zAS7+4jZ!Y^yPbN|cld5Jv zjOCct)%|7m@3G; zJz0K~VBKvcCc}ygeUOzsWe(q^gvqf=QB1%|PR^i0sz^5%COv5`arr)kS8OVUH|>}+ z3y}A=rCKW!G;Pj#ciNIC3Hy4lWn+RUy0+e+vgRvSGs(%@O|T_zeR=!*{`ud~%J>r6qyGl& z)7mpB&?-8?n8ebn-Sz-0JKSyy@H&kzsn6-`TmFlCSI}F4-#(KZ>P6=t^F&>+CIngQxOpS z+F85n2AZ~ZkI{zx%+-(EqPD)oJ9__IC{OxT#pmR%7iFN%uO))Z+=^(73Q=Zf&!uTN zsvghD!~LO|693>Ry?yNKNx8~>_G0CVN-Coel0e3PEybum^$oGLvuBjFrdxT)<0bLD zIe2PG%Bfj+cpA#TVj*@!WL32d^XpaR`JWP&W3bpT-{Gb3a}0_ahu(_!EAxz-IL#s9 zf4o!(ELI zC;&tK%`wVW_4tQPwANp()7u#ST~|YdSBQ!A8ZLgmgEare?2ejE>iLkk1zGCa7lsfJ z=pE}sXQX?|NjK-LwC3zrW=KDPs$$_$r3!!35_FDd=JHSs6){~PTz63a${ZYxh*HJb zw#7)R#B%JDR9=(OpH0mHCZZDN&QzS3RqaL=-;pDk#3FU^P)9h9mUp-ska??5`x+G+ zb;iaX2U~hy%m+L!!nG)$J)Et(@?9N3^o2U1rB%(`E=IYjfQiYwI(aw=l^L@BzA*_Q z{>ze4rJ!^hvGc~}l1Ng4)vMO=MRf1Xobm7t+G{kgVJeKrWG48q?^kHMM3NM5KP96XWV&a zGAt=6I$ciwTKbWldPhPP)U>KPG1$}xO4)B0+mqvoXw7)W^sWO6aKoE zfOCv~7^h-FCkF62M)F^_X#9PGX-bTajIn)6v-vM;3evwW+0*Y8czbO~s)3`hZwKkU zs$lo{iK*+SH_Zp=vgf4Khu&fyqoEl86f>zOjx^G%2u3GpeL5S062fLl3J*a`f43_n zNZq7=bCGLmC&beBgiumt;Vmu1UvCV=cU8xpdWo$1nM?fMjKGqOo9p`-{&*qq^yTR1 zqB^Q^Lmw<=CDcFdlw-6P?1!B{V4q`SCJ>TlcAnYEs3^RzG>vVr8yJxv7Ratm<_$!9 z$09A)apg+o6zQ^RB=j*w-~QnCBYPIhUPM1r_R?WaO~nMpm~Ba;&&POQ1~5dWMuEFr zS44-4c|V(tS40$7U^kV5>$VF``Yn}~8j}~Xt|DeWyw8Jo4Kvu&Wf9TUFMt5#RBksU zEr8+!8N=dYLjWwI0)xXBrleyPrKA-`6iokvTWO*#jJuo*fO5;fkRKwJnY)G8ASc^T zZC~3fTMZY5_C{E zyxD@Ji2glQ_YaBS0^nn6SN_~#325$Vim=hZ!vI{v+dP#EyMOC8H1vIRK6~9_k(>Z1 zd}ht>$IJ35{5~R5EFI723*Ya+W}2(u0!BESVaH?74hlHyK{Dwr@2@Ds#0t#w3cxR+ z2$*5dT1bvJGwC0H(3m*F%5yVJa-0E+^qD|NVyR2ikqO zFc-@xG)owC$4ea=IeeWk%dMIrQd$CUmI3KtEiI2$etcaiB9uATxU5da5*0@sj`-ws z2!SA_{NKg3Xp(ev4hevLlT30=!SKT?nL+F3XzM(Ihn$UB5eSPZoWA@wF-bIsn+H+O z^bufg5EPJV(lY?+giBxnHn;i>#uqfIwpQ#yJ*=>?6>jn+d)ZI%hd|icTI;R@+4hPb zv|f$vp>+}~gM)*1k`RKC`_%xdwr}?(TZ=t!l#EBgM_j7nbpseO2cUpqFoGjtdY!`bNIt_7bXFsgw z3&FU5uxhpyqf{`|(>ufdt&dwa?u{2a`11Yr;x1t4T}j<@(EUN-^P#wa_68P@<_{ZI z@ML(^^}*qENM&QST3%XbP`}By=57s-&T&{aaY zQ&p;_xqbD_=>&k4PPWsfrolA}$F~8kiT8Wjj`eoz9NRU>YGSeNSZq)CKshLZTLDV; z;1?@1<)co5-#mEp`H@1VlrBmX1aJ(M+0 zwJ5Bbm>n{hikwv7KGyW{ruiAyiS+u2y^32O%h*C21)2yDbL4EbT-Nc6NVYikDszE)-DKcB{}v1oEHk*6w-9jjk^d zrO!Se&L#g@lDdZeLP~^uMcaW>QK)qKS|k{L7k0_W>Tsh2w)G6I4mSOLAC(Z5WwF%T zJnmu|W3vugC#z|9g;2lC3j1(-z3ziJPBc~d0oQcfD{qXq+XoR$pHN9SBf~$$Q6z2L zbfa;rq&r`siv6JFGW=FaFSv&ifX5g-WT^;)5dIy#siH zf)zz!j_q`YlKT!HqGq%DSER8NG;tq%-xhYT~rH#fb6uR$kMoUlV74w-P2$Tfi}pKCbNzQpt}QlP?^Gg-guns~=IW%cVe< zd1gb-Dc&Wvlu|vz)xp}Au_)Snd!Sf&!7%aB{%3{5*hRhGcNN@+rvR#tOSVtZl|t-` z1$jDUY;wB|*F2jirg0^Js}9df`_-r(f+bwM-syDMqwwp;@$w^PlidO&u^NU?0Wg>r z1vh~$s<(1ZPI$wI=CA`-rH5WaEL4B`^UpN^?_4j?73THr^wOs9RQHKc^*G2c`@u0Z zhbD{14{b$(xK7VD65o7k7}@hszU{MjIp4_~ztcP=xh z>c^3zE_HvY7{P6ZYX1KA$dc}CgR1rKRs`X>zY7XoKJZPrZ0IGj+}PqJ_W~Xo7+Nef zVBKTU*N0R8j_*FWCh%?2Y+QQu4-$iqC2^6^&_e4D^Pz7mLpCGlkofFS4-s$JqnB(h z#P4Qy`%dK<)(5r_21icb;*2Pf7{pS4!yD@jHqBYF;B!OSL#1m6Mm0<~iI-I(+)$Hm z2M5)C2qz(k;)f-;SP^9Rdia~0k>Z_Iv0JEnEIQg^|*FL5(&_@3wT zfpIf|2!svL;^(p z8ZD@T{L?l;83DnM2VD8n6M78wdR<+AhZFImr-33ZB_=Gin>2a#bH&V-#|{&ZbHsGK zQ0b!PSVbCw0e;rsZt!9byZ%Mzd*kc(<8-r->K1IM;JNO=u=#PVVeGf4;q5u_{}i(^ zB7?@feDK=IR_{~XG*FCLoHk2O5&75&Z3*@&_=^HyX=^j%L@3D}{L60~2PWWT6)}Rh zaNjElvpy|CR%7SD{&e%5#y{{Yr3OYtB>-zl8)EHy4y8Hsihi5BvG8Fp-6J0)jEKt0K}=S)DAkFZck-qHj&Eb>IIqSARvGcd)+ z8+zf6cK&iYLX6Ljrs1$EUEy%$5#!$}qlnEj!2cmwg1J)az$4bJB%{a&-OIN)?I4jl zBq3L((h8x~ViQRAP}#3d8;D46IC{CiK4fuY_0KG=b)jeO?6cPm!T?DLp?Ei^s$f>u zPF0+M84R>yRZNOh)+)k0p0G0^Idar9B;iy*j7v#47BFv3_QeA3u3oNS zJg$#xcuWq>===r{Msyp_*V z)YSQGJPCiC*MAXRS^pLYmwWVD5PVan?2QQ(yB?s1`FltaGa#ZyCk5{E1+H8oHynlEJ!o$KBuKnuz0B*4k>l-2 z7?s)L=Z@ToW1h72Hxvq5DT7ZM%lIusl&atFKie$3b2x~Dl~L`j z#QF^$f{`Qr^oI2Buu5Z~2tZq6x9zRR0Zo73m>kfEbE{Pzve-KobaEfpPN`{6{qviMObj;8^T!QP-i`XTZ>g9s=j<1N^w0cpwMLgAlo3ln zL0_W>;X1CVFLj?Pr~oaB-8%SrN-}1|n8n)=x5r0_7ezIJlKjN*w%Z5eQeD?l{p$+h z97-8KfTI~BV6*u_K8Q7S$#B%3`sPUT8Tm~YD=67gaK;lskX1dbR2Hj>peRO`=N-)?ak?(&lv*2lB&>2 zRCsTWZ1+@kZ?+XOl}?w{2C+h5wQNH41T1%bxJE|kopvrq(ftS^0UlnSP8%5& z6=Ajfk?2w6ELTNhiqHZrqm^cWYBkau$yc=2`zX$g;{4Ztw#&DvRB|rla_@)3=Ln%A5?qJF596({u-@BDUxh7~Tq#9# zg{m1YN3!qo;8VSl9z=Ew}Yt?yjIeN8Q7t9RZty+>5%y`fGARg;ha|w$_^A zwNVm!VTfDL$l`PFGtP^O>oRQtdtpz+Twd&EkJUQ&BDI((HHMcnt@TX#L|(Gl!G_Hd zG=Z3=GY^9`6!g3z_hSof6_S0S3+?e#Z-w4p(244=E=ym1Es0nZl}%!6L|1!%c#EsLer{I_gjs%Y}W zy^6vLWEYR=ea25Qyo#Zp8B+}#kiDxTy2Aa*n$gvY`_;mf-;7?>i62(GFLr z_kuRe8uL==qXPZrfnD(Zy}!1%{s56<8>J!hU;CLguBXgrD%Ym`SP)S&Vz(k2$v)Z8 zO3~qeKZwqtIM~vKc6Fk_pn4mgW*OEQK?0J>7F)Pi7w>;7Ifd$1`eE?B`uZ@uzI33L z#)b`lBdhQzTRf?xk1uxyatb9_uHu{3zuQ}QC*84<_xL+Hqq7_t9BO(pMn=r&yeoY? z-@#`EwID!>NL@{QhH*&$XOZ61%{m0+BRJxig|)5jiQv9fv0!v0J?&YEoTXMDTacBi z_n+;))W*$SzW?=+e6G=af zC@Wf=QFfWnA9ymm{9O9^h5#(eUJD}*q1js++7c-U1(394zH8^>YsKRH+-oxejb)(m~ z#LvvzWg_+c!Nx){W?BhVPyiRKG+)o+@706^oQ0w$MLX?aq|W>y_O$aXHjg#ZAK0`0 znR1L<8;$7XtN;Q*%~oVAuH*?{+WhNs(5-b;gb*S@#TpbU4prgKRXwk;-Y||1Vydr` z?nfN9FVxC!)EPBaGjzy8NgF#x3@hd=BiMUC3O$e$k=D2}j{fsx5Ecrg!(2VI4?a`yZ znTYB?TL)$L2ZzC%!a{kZKnVCG5bRHvt>3iGJFY9zC>Lo3tDRMf89dR!W+y0!@8f78 zN4(gGDVSn=0_X@=46gUjeAUqHWSH7~!@$Y4Nd<^PyFA#0L!KBspt^x%Ih`N=WA2=Q zQ*GFg>jEGNx=Iz7N;0^uQ2c&to>4FoJ1l0mLM_z0Qw+N0A|5*rPNe#jN+N>;hc`hb z4`*hxC%;fVKY2s3HvUsGr@{;VnVQ6cE_WbYD0O0a^xIuZyo68_DUb|4`BKQ?H2n^T zyZdx8%oz>-7BULJzv%}tA} zngreTV{M2RE%D7|?fA8%H2QkvE2uHLKKuM6BllvCZcym*PB;ZcB!8F|w(WlS4^NZlBLQbh*GTI6`lN7eU{%BAiKh8x}Y*nNP?lqj2iekWDl7V4u%N04lrfgVvpm1qw(@A^yX8yZP2Swp>K9~J zC$<3FzA>-naKZe#D4!mcP+}i#aA%9Oy|KoB37Z_DqQ2%{_f#jVwL=l*DHS%Cprin& zCDVJF{1ADaA#K!{c{*qpx%NNY0aE(<{XP0&+&8TNiI~v}K#qsmeWt|)703*c;Uvqu zm!5Xj>k84_?h-#bM39~jvLPJ`09Wa<_;^d-*)kk&N z#;I;rke!IV%Coh3Eus>sExpyd4fCVU>jFi_)0Lp)z1kmNfo=_kp3lA`Y6T96!^MYQ zqMtJccm85Xlal2REfD4%=0BjV440T#p@qRwgsXGWtgMR?Q=1;7uAdp6_N_#6=bSA4 z0RAwc$(QDeVO7=}v}QKW<3GT>KT}<>Duw4Lkv=Qhdmq!kK4SGnD!PUd`+!v=g)Rd{ zR*?lcuG!gz&|WJy{RN^sODY0UbTyQvDK3+8Wlc{%lth}ErwUQ1zBMF984@47x7GQZ zG1Kko za{li5{nw)_ql3}z$_m{;G*$8PBlw#H3BWwyb`xVZCoq1J@xeAdwRVBQz8;+T7)hbt zeF@avHcilicJg#NUx%9->A6hb>bq~?BC&Y}WqvXju6gExbeq*zeYA{qBcvj5C!Nyn|X2X9oHMk5R zV-AxihI-!eDsAaJv{6 z`Ix<9D7GeK!~fbEvO3$QR1|gEW2paCd0gmmi`rL(~j7P|+9m~PTqr_46pmU%R z>~%AM+5Ht1&>v?iXox@=@NQnSWg4<0hT%nZ>=x1_igF%}mMCsj6bjDv8BI_S)-}0q zN!lwXIr37_CF=LM6J7&UWyDxh-)6&hX~}}ILYncmN(#Y(#>mFc&(oHyoc60iR-5I& zznnPTGCbM*Gf6JsKQZzbOHqNYlDZ13RNaZ&Z#Fp1Y)0&2v#n}nb()%=O~%f1uN)-NA2N zVoA757F0OV(@ktu<(R;_N5PgPf{)?#M&aDSo6|oh^UGrO#(>l$kw8$peT6t4g3=ga z3znR3ml=>t#hoDIj52Ob90uw8?-n8BVs29@Dyf(}>F-9}7nt^q3EnG9C8;E1u$d5< z(`xkOl66h7`AsElv^y)pMlP#O-Mab3*3iW0WOlUgsH&+;CM6xLxLkY4eVKwB`P{L! zL;h7xP^ntCCX`h%G1cbbO=+QXEz)tDPjB)(Q&P<)%xd+cc0XUA;#Z&ADg8K|lTInS z#~$I2SXElq>STVp*&razzdoQoyZdF>h+ArdIX%+isv!nRYVOZ=HovkB%28q%bAyh&O4rxpIFp7+Be#)ukdIy zIrE{_)FWUl~~ zIly>Lg&vIzJjmTn7z5Xo?vGZfrhP7*`YRX86G*7W*$=jF=3d5wINuL1YT#T_DaxrD zm-@yB>wtZ}a%%GwiwZ$wRJPBz*NQlIpBOP-o%CzqNd+{c_g0+oVNs6_GAoP`y>cjo z-V7X0aNX&h0o|W0;lx~!GpY$?Wy{&!8csfB90l^)XBPprjl%XBmF*mF{d83oDHN#} zL!Rm~XIjsT#Z-%!OtELJm)lbp{!Ry3@+-An=%$jA-GTlLg3?w-kHsqe=DabJvwt#|-t2#*Bu7u}FBvwB7RDBf z)3vt@Od%+MB2M)yX!j`|O#kg{?>?JAD0`ZC`G+PcV#41#aVP()S}=w4=QsUJ?|vF@ zd9FAY-9X6jy)VvN2UTj5(JMg@L0Zi2O(R2;K9I}3%B@K_Tls}AV@?$-bJm+-=k#eH z;bv|SOS#TMoS+9AE_H>cW6_0M%SlPiQCASrP-Idb7kleB#d!mv-9}A8xsG{12D{0? zc>OK9baSXQ3;L=F`8m_D)3k;AGc$*8Rw`b=*gJKyG=Y=tI?fAP<^>1UoVq9F-*HWq z*AKEU)qKWFZ#LV-1y#2O7wqhewfqyDeK+|vNu&@PnSN%^vvQgTS^N8odMcx^T*>}9 z&QU>C^R|T;I#QyN2`4INy8X4^*kr%-6qS!VV7nIsHMKL;z~%XK;|<;psV6_}mB?2Q zI(AY%RV(iPn4WH+to}=QSfcZlPQp_&@`db_cYYKf#ht~_v=ciSdma#&zL)b*8Y#I# zO4WHUM_E6SESjj-W#!kk9sJF@x)R$AQ+YWd+~8ki8HsG@2+ zPW-hd1JkyB&wVGT66!i9NiVi~*qP_Gel~MOm3GY@_h9yx;%AJdXQjzz2PSIc=c*Au zdq;Wxk!PZgsob;`)+bl?lsJX8c|GO9W4|c49npA0p{7v1$8SkasmMibjks#LDNaoP zsGw#!sJx58zOc@friz_9pEj8G!G>PYMn z3GkQoL;4u6^`?odDy3UCw!Mm+w8_o3xa&#Lqv;bTI_xv!MKY$%RZX69|BV@CNSt#- zqIR27kcexeWYnlD!K!su#v4-qqA+eRzH{)8%zaC-SC}d9azg1NSutUIXTEBVU3X{f zf^0VRw&~fS+TCjf{*)Vsd?`Z3gk+anis^uv7$4JJshn?%gl4GPE7jH~d%}pGm72vj z`Hn_y21oqCQo0lO&b8%4c3hizRS`bCL0z~DcqkSq2t1rnw>hDjquqtln>b5y^6)bH zSuy$Q1W3yAUGZ8LI%K_=NX*)(Md)-g9$NRQ_*b=bC5}g zGA2dtm4s+uF|5wvcz~Js{`gQR=9Ftr=gvg^>I+$kdLN-|J zw79Z-u?l3@kW?t@c+S|&+;975x*PJU9`GJ>o`+uB|D;zk^pql|ko?s9P~SdG&~t!@ z%XWeFF8J(ib}@fuu?cP=M2+ykKZi;1MK?!0AFLmDkH1hs0Dz4PCN&m~%{L5&P+bA1OOR@W=n ztd87Fgf)tKR%oiBn?xU%Pq134sDYdv74e`=RAu)Pv_z9Yo;Tj!oo_zbt5JCzd4Qgp zms;ux`8HdkGtkQ$=16x#Xfi!khK?4au+`V9I7yD}Ee27z5xX?&bt-CuuL}7cPuP=_ z)*d&$AT<8x@S6Q=gaUA^JSVnao@rSUkc2uDPQ@jHc)+~7qf#zNilj<396?EoYN!IXZ z8F8D3dYFi(f8ier}f#Te&2Urkuu|8zMX$UTCHN8eR2-aZ{w!k**}P} zVaN;W_{s1nEfM3Zm3vkyQLNZ3!p#IXAG<#dp+eT`5td4u#iQM)jjxBK)8@(@z7m^X zSixPifA`?;);Sl^0|ZjNFrnPVh}kq@azl|V@RfGr7fUTJjVHIYj+;3!X}dY2H;k>0 z^{3}_hnpT*uPIU~8?=*t*dI>>@#LgxB4oSYD;PcW#@0BRtXL4&(^eON^-W zuknLdYoproZPxSIl`Qe#%M*houytS+1DG|hv2SBDA# z5|0%eHTAD9A6w_ySXkySpX9EH^<-3eN_RhFdHeJPXO8Z6ll!E_x(1=0H>}7SE3z-2 zg;dzRp`b3;99!xtHJHyng75qkqS;`!jP5)anJf}!f}2s9~IVl+B4q*XkXs7jJf;yekQpw^nug31d1 zVvlO1trE(L&WIcxLN|+9lV3mHg=jwS0Dm3OnbCmHQNJ?LfctuJ|19=0SoZ0XnCa{+ z6hVNyR>Ha7Ndp`RqXQ(`vLxegYJTe|(F4xnQ5n%1T2}=wy^JSnGvlFR0DHnO^d_}> zlUFZcQ_#KOeEI_WQ}VN&zYd1$AjJP|HBfH;9}a{6xf;_PLOQC7(A5 z$f@;bzR@p8Vb-juv~GgDkpB0o5kEFC41|lmT^NZ`d5^wcA56_)$s(YcU=C+HxH6gSv??eZEUiGb)UT!sy@SDUXNS4J$!i-3JqA4%{_uxwUO}z{d1`T z5(YZgD^GNi!!({z*tXf_nhEL~1PR?TX0=E35<`rh)iM!N1%PBvp6{Hk+zYeZW%*G8 z&9gO)?x#`R*e+t@>05>Tq?lx_0XhfvETIl9N9hfe;Ci?S?ovubNGoETV;^4>5K-De zK37LTap{GBp03_r>kBdBnN802w~K3}j5PC;-ySS3C2j=q6py0 z1{xK7g?A9DUNha6_V|TEJ11TXAN}~^kXev33rq8LPB)6Q)E^C%V72jMnLbj#yGYm` zkU@b4jQkn^9n6Xn@d|-90TGn1jqt4JI@7+mMe68OU+QH8e~%Byi_b**QLU3hFuSQ4 zf{_V7c>BzB(o2IbnJVRMk7f*&N-S)P+IVKf~mvHXWLbUr;cWJhkACeTW{y9FLhxb@q0o-i{@&Pjh`yauvKA- z9buB4QAQqfhlFzFn;@xl@~X`3=T=ZEg|l0xqArtTsONkQ_hW=O93R-2P`9oT%mcUR zU4%BfU~uZ%Fa8rME>?JfmYL|EGJ3Or%tsK^0!_~bA*6+$^EAw_T0ozofs{;iKx3>| zv*TukXh@{q=pHX{cmPs%Xf>#AAVVsB#2b;RCbwX-i2#zj%LG|FaO7~iXPVFYm}@h! zPNKA1mDUc|j4{cC-xb^wqUfqDlvwu1obBOqs3v@SRS?c@hl{Sqj*eF@Q}2btex-Q$ znvNNXfAG~G=wWV)F9=rB@MSSW3Fp;0Lr+2gBE-2FdD;~gM3eJX``m~;!MW6{a{a};{7Fy&%NuYVTe2TIM_Ye21dUloHFC=j z>RMmt>D<+&8|cDpc(ZKBhq6A!dyOyHU%J!v^kwjH80^+3*vLfA{Rz4BRsZd6dV@b= z3CiRHCr`$hz^UAFi>_+bNWt8t>Fr;fwRy7OTtmvs2Q!?D9#*s#X#Yf9n)@9l{4lR@ zu_!H~vDbbRHHX(TQG>V8+1au`7^1N-duW*&vx)Ac&=aZF{rNEA zZe`b^4`e!wcKn{G%0quC=6?am%D<|#M(V$;z~8aih2RPwbKO5|FZgn!smOXUY%tQ< zV-3DmL(4YWzphz!#I2XrtXEwdEEj!<@)faN@-Un$D`Z;8;l{%7RUXFW5 z=(fI8&#s7IX=gk|(KuJhHuSECG1)*gN6Qw#P}`e*+?+&7Yb!Lt^J&koJJx8NMn z?1ZFyUaF-P%V#)!FqZ+GJf&-K5*y%w!5x^AX5Ks|qEz6j1IxfTDY{6F{KMF~-{FyT zBV@mpR_z^Rf_p;{Y}9#)i#fo#6B!w0gxgjEh%J4Jd8b_B%T|5iRk~ykK0qJ?mb1bK z81HMrf!o&kvA zLcvN?Q~-()HuOL_y8C#9Y2>2mUdi#rFpis4TsfI)1bVARSu*cHH!~1JPd`Or>mT&^ zyr{Q^L@7UxQi70hq4Fkl!+wUs5ucOi#+MySix`?#kCS&P< zWKl!+lU@&u)P!(5nk`B4|HZea!n`cER9=8<2;%jbAAyZ+jImczK{|U*N3ly%U*Jxu z&|Mx%1s56bbk31UU>$$%yy;jjXpyFmi4_1SR>w+BOjnF9egp~M7_AjG9_yNeETi|T z`pBM32U7UeG=q#Bp9n`i*n&<_$qGdpwZ6<6NdO|M;dyPSJ4!T0bBTi|Ufd2Z1CJ&& z{2`Pu$bmIkqv8#4jtC{v!eTIzq3FY_TAmW%PR@9o4y06clNzQ zqA?g+gK=3Q299rAAo|ptXww*m`;kS*uHIkPI~zG`<>r{AF^hz`)!qyZEFb#Nv~)69 zj>($y%|jxnf{{Fju_lo8-<+_?n$I_RMHT&LK$?}PqyJ($qk3)i62>xha$|b;6IyW7 zzY*C1r4f_00z6rs*>H{ZC^rE>oq^wovp3~%uMuqby zc`@mQ<1p+YY)R7duGSE0QC1VIVEfFJ6Xk057>q9ulsW=0eJsyc>37Tv>lrk!l>7qWoj^JQarJ>_#$AN27$nSHC`&ZVz{Y zcM#I^HMrkuU6U`%+3#vm5ji1&PWMoKZaEbV?h`SA*%DTLQp&xRBFEaK$}{}X1m*## z%;KH%K?R`4$^Bgl%|s2WJ%oA}c}riPL7CwHvVMGk`)gXP4r(UPcc*%!r1tFgNVw;v)m;P zz}D_XLa4q7KN2D{oG+3{yC0%xdQt$IXimB-*N&&&d4#Duq@(E^0?-n*%AK%#b#bZ!odb43?Y59& zzs^Q?9h8w4_wGgkJEO4&Y?C}u+ZBg&29HGTzzhVTFs*aOiz2Mq^5Za!TP_b zY2oxp=&*iRI5YtYxd2dfH|-G~3S&_^gfVgkF7Yb2eqqWLBbHw8=3HDLp;H^z7aDAa zGswgC3z`CBs=dLNVb|g$3}>pE;r-|;gL5B2{?m1Fn>HQtLP71mt|IW|R=1ywk=DTJ z22mHMF_*N8fk2IDZ{{0GcJg+$4md+c%8jkdgjA^3gqYz@YN!2rA($xbM&ybmyWQ?J zm$YXg=WlZOeZlA+Om_1IftXw){xIx>gOJ%&*pI=Yv9x;w68Qj!`N7Yin>&$!33L=7+q7 zCz>Vi+qX_f?k;2twUqijgsO)HzXwNH_51JO7v~sNth&p7Oe zzE9tfW2eNvEU>jTA1O;Nnb$s-ZsDxzXz^_HdIC_hkrzFD!rgmM&Y5ftN$yqVFmuW% z6>8-Weybt1veS?Jyt``N+Kfu(R{W)CJ-g5O(K+%s%nk%J<-8HLEcj>@^F4(3JyPLM zKEf0W1KbqN@+#Bg`P!$?%u-viUBg3!SZZz!G36(?&EWP>;Gj|3b}u$dYRc|H`CDA= zOaHlvv<*B8^TGi?48KMpH!s_1A(_Em+|TPcC<_Pa1DjrLc_zlzZ&Do|hBrb;){~dK z{m?14I%!{ZQN$gE-9{Xi4YY$8>*ymVU$%nZmzz9dzDaR?=H6*^XsPo$5cX_%+tKg6e8Ar1ecw zP;s_&T`r0-hXWv?d9vQ1kf37wd~e!4jZ8@`Z7u99GJeR{dih1cU2ZU0bmWwf1pB#@ zH%3!Vs+jU%V6IW1^(69h`TH2j^yP`Lgi5YaEcOwoXNW5D;luOqvBt zXL4U5iq@=JeW|tQ6#$0cD}&Y%B2-NU@ysR5eu83Z zoD)loydgMLI$2T#N)kL~D>XHxiz5L)LHa7E_eOTBmW1Ga+(tG}d)K6fT?nI zJEx&P6-4aO7)xV}ivXW#UIYE9OD9oM#k=Q07J^G)Z0+j!T-no|YrS1cS(RYC`set< zptPYQdHDDag4?Y2!Ku{Bf=+?>QhTYC#bhjc69cVDbcEu)yqxSv ziVa{=dr74^mvT(eV^cy(zzOsftU|1VgrdqJb2YZ0qf zbMK~>O)5Ab(5{a5aR!%2PHYQyV(MLbH1oQp#p#D;5{{4OyQgw@j`|D#hh|T14y+Bf zVt7ONC2sv(|E0mGL0n?dwLxpHq1jnLuPF{dRB)51|Hnku_E=UzBU=cDjaSyN`GL3q)0L-6^PieUg-+z5iv{DO9Q1!oW^JI zL(>IOk1;bEh5G}u992ftBJK&Tl0)Qyt%$RmOEdL^`XfZ}(?ZG&qyAjzfstCT{!k0d zdFb7=y+;m=;+^lbC0_!>8_mSS`cQo}%_WvfpyXJv&hhbL5a-A+qcB(nc8sa63d`}c za~cZiYGiz*OaaK22C4+T#?RByA(mDaN19>wc9N-|V&vf!uSV$v8Q%S`R3Ff}@3WJV z+12{3HFzgaxG`GNqfePLnN&IHTDqnt!NRe;6KSO{{bwdokJzQys;Vn%;7n|A2BcU{ zXU~p3vUqWkIeWt!;54UaP{RnpEsULSkklM|d^EdZmlya08j02hJu4Ab(RE)LOVf<{ z3L{G|wXaoKiMfsSng!Zy34o#86wd4~>ik)WR~1ul=K67O=4RvISdpinY_LALNB2UK*Lt>8C`z{gF^fgzsFD8UI`?f=GLVwMyyf4>u;Y9Q<@cEV~)FIx4#SZ(Z?TC_` zc@%CdN8(4Cg`Rpxoz;EC@x?F!Z9lOwdRrP84I*DdaK~z%QZA`tL=0R{0d_E~_bffF zayWZ|X)9Ox)hY^?=o<8A0Ia9ykdPVTNeMrVoEJGQIh+P4LGfF0@ey_VuOSKGxIn8y z2&bdJ#Ol&Ox}T{htb2P)dN+lF(T@I!NGlHaRBG{xBvgxMr#N3g`F52+fil|1HohN~ zNDZ-PkOxgj^jbi}3wPS9rgd7!PR_~JU*vda_WQ?{LPt?=oxLyDf#ghqY2R?D>ePGQ ztZx6d?>4iH=LQEM{htTx6&EH5#Z&kbf>Wc%%M#cbhb^*O%BY0+1#jVKPcS|Fae{bz2Df6NRnFnNOV$Lf_q$9%SmwW?z_EkcdR3j#(UlK3 zG9x}Z2A>Zkj?j^|4fG=d1Q{<{+JBS~iD*Aj;YF?nw!Gi$4<=Pe)-7w$>w336LG2?M zSJmpxhv-P=VXD{J>94IZN{04-_nBR6b|OH;=8EkJL0lSuJWdSpGa6kAx-0%&*Q$(P z0T03sAMO&~1?GUpuEO)4n7xeUJG*xZ`f{uFz!)x6G55V#QLF|Kjb}ktYc*0l z=nZmkpcyZ51+%2qztYr7cbhsmho{|f1dbMgfsFS@lkgz{X|Tv)=N+|nq^%7NZ0{bu z(3ilRq@563oZ z0wrP1%C2U2oN8}uEBcW0M;KMG(s$TPK_5q#Qjv$7itD2!_{Zv{*R6W`UES85}^@##5n23m1+} zqTLJC4Z|Bc!3nCwwjbE?)0&dUmDoGT<|_}YWIkQ@v@ zDuv<-wcHd`V1a0X#_30wwKpLVS_Efweb%%f&rT4@X$zr|#o*>7E?=$;6qc1`6{&&$klnSwDfg=0=5q%)(J!`8XLU*LynZ_rpfWvB zFy^xomSrJxo?TbDnqPcg-wgS6d<=sWyW@*C5+{ythhpt0Rlg`(Q4O(7xy*rf{ISn3(ZmnZwN`E$D@SB_J`lpZdHja@*$%Qiocv|Dump zp}GkLH34*N-^8kJF@c5M?uRbSSSJ%z>aA!g{vQQRjL-*PTtPN`qO;iOw(rX#vAl3Q z7kXg40D#IFZ2F{9i(J=a01nnTM0P`E2AgUW&*uboU8UeEP1w2%gzfyP54pU%_f4BLLLw zgfE>e?FHOwHv6t=9PVUGS>pbdA32ze6q8mHMdW#6V%AOS;&#sV0b5|_$4%+!{{1RQ z0qE8_LQhLQM-rrgkKm6qObf>s?dq;){^oHzeqGPA^6VJwZ5mud@DbGHo6W_ToEK_? z?k>NIUI_Byl`h}PV_~51@rw!l#e01TQgno|@9Fy2dCCbxdV*fz5s(Q8UGB6e)!ng0 ze{AiWtGV1S*bRoRY|>*IY4K?z0?YFktMVt-!SHoGFs5X7k>|wzXesXYLKL$x%ZIgq z)v6#;JB#_mlN6F%kK|k0@Pp^t*lNS>BpAJRuc7C{6ght!VP6g7bcV;W6RdviW0M7@ zM4J6Tkxu8rWA=GR&+XoXh}Nz(c)BofyF3hT`&lBWt{RXk=t~-{v*E z@1(vs8m%?9E~@Zzzwo+wup8EeojJ?{*a4EWo{rwc< z{hwswT`@SEK!o{8p*SR?*XQgo zos$m)c+n>(-Yd->G&%LonK-L>HZ{n8Z{lpZnh-!{@m^QFkXX7Vx2*>AI$tpBvKDz& z^VrtaFf_Rb&d=A;1okXb2tQ2mhNgmGIDFjr3JP6~er}IbC?uo%YfmHaUNWUQf~eJK zhN(8t@881F=9LBbol)KW<}r3=`z~DVk32mg0ej-j>}W(QvBjb#xtcAbu<-?|SNSDFmc$2i6*kggS!BJscgP7~JqcRSg)Kj5X}^v9kFi=PqUo&@Eg}@O@wPkZ$fCerh#5WcH~6 z=*Gi~mNP(Pqqb-t9j%{tE9B(F?1Jx^-Oy%m{~|%4?DHBHz3UE(EsavQ2HAgk+a1O> z1~V9;H!G6X(^qr``qu|Yui?$M>azZN^oN800Ap))hey{<;2-NMj=!0eYXVV@lFoig zh7jiAZ+hA!@Y)M5cwY#wH0)|8LIn_DWb3#iIj^VJI|A5FNjr)aNmI4Enu6d!=xo*| zFw%Y9o=0=?Y_j-2{8`2+aMW>JmCqv#3= zX+1hGlJ3<`iNzIPi@9|c!0E(-lGF}}8GZGCU<)yLihco0X~7JQA>i@iMnI|&o-3n1 zlAYmFcLs`!4|l{4@72DsG8jL?-qSZ-Q?A^8M!Na_VSR?z@F!M~V!Z3Dy;%$r2i35s zLZ8*{jRDODH7TaLRsz2EK>xv=Z6IREd8nt-D4fjMFcuoQa%Pms_U-C$K0v2M}!#zM_3od(o5 zX0)Lq8Ew$Df z)f=1uBBjL}!K)*-H`M~dn{qNJVr?=uo0t5YJ*VJf=`ZI)U2dk;90LWP)ES4Sa z-TLp|Y>PNd3!psVKOl6vj?eFOMLL#2)kAFevJ6^O1nyW5i=|ih5v$juiy7W%IX|l( zMsR6j3@?D*7>7s~^vN zh0zl|=BSpSIjYD{k@DN9Xv>WU^*=ZjSmF9%yt5&j&sI9P$&~oL`A^FyX=8%*VDIz? zMvpC2CsrM1n+UdV_G**4u0R>osdlt50QZ*snv6@?MNI#N(MmHt%7fU!ltLP z{G&GiA)rK3{owQ_2S2T_&~gbN15a>&O}pqBQYgGNyUrF8#oaE$PI8u9Mg3ValGyQ! zUK5(Wxw@WDlM(e12_1Z3t~=-gcW8GxN#LHP*u>9%h(>5M#bed%|4Q2R>oU%LG{YzW zR%|tToEeEX_Zr?blg47g_btKsP{)iJ4`1bIu_RzRj~(u!)S1%dqYArxr1N5TVhHhS zKqkE+>L`#3gBIV8=4^~f`z_$<&IrhsfmTytcE7T*NivE>2DMRxubhG0?C}^V!C~U+l^BfD=sP^kLTVxU$k?5d{eKCt+(YY5 z>tFFcwS)WU%=2=hyLJWe4Pt1@%nDs#ihwpaq_lb0Ld_O2W51ANMu+Ot*75O;-u2~h z9Ghb61noaUi903+ju^G+V*4@pA}q0Q_>LQmpPOtUyv12?_z2j;!|d2SphKd*P+CHS zgAKZUG}_#5u$vN~7XvNUcnoafkyksEU5Ya+rBf^ZaPC#EX0aRbye&Qz!G_}-B)a#z z9q0V+e$VrVA(a@rozguTbgyi4e{-?XZ46r&?jEjz19?&0QjJ7tvllm^0%&WQuN=p= z_IY}2Nqh0-V|8;(G=?R{w;x3ulRJO}1`d|weB{v7vN;tBy2dJ3C zBzt4~&T=k?xv&^`n`9Cy+UiFthecXH?LP5pi!9c7+{wjuRCbifW;-*tE3|1|sr0BW zEbP@F-48N5E$A@_9L}N!K!22*^ruw2tDF6e)>}*XvSX2%29pz#)7JYjVn^!jvMNFn z3{g5d2VXu5I{MwR<4(-+x%g?GC5ov}E?%TT2u*`?}tQgd*eMqguQE zD7`lQ>1D6;RSTySk_yY7X*drfnxrJWLd**iqy~sU;*smjRhZ{r_})_|UIC4LOuf{ITfuE_|A+9l!B$rT}0xrUT{yNoU8L zii^SGBk}X%g?kob55c+Tc+f##-59xaOMvX=+c%sx@xLtB#bJ0>s|9nb?e-*VWQqNT zrOqnDHR(|$Q7bId1i*ArbS`V9u^EkwS~a_)k+_}t(kV~%xKtc7Dm4+59C%U+02iqk ztwx2XHS7HNWW2Ji-?Jz?U5^Wr-X}0RoXZCsfK6tWvaHUc{>5QI+t8=CKftM~`Xxw_ zSlc1Fyh75VsKJ%=Di#z~{W_|Z-igvfx0_zJy;-%GP9kBo?CI&7)zc6_nHZzxIl=g3 z8u@C9!fCNSPGP;{=n+HQBngM!7SK-j^hY)aWZYVF*?33T2o$4y`YwIceWw8yQbCPi zYhC$Sk)GWT za!MK4phh^r?Q9SWwJu$g?tCJ&q;SRuMqG}4vw-r`6Ji}{+pOkt?*gH-t^yGLZoxU$ zVGN&)SOJ$G;u1Qt|5(D?X#bF_$-1KiJkSL+l&9?12uB^hZ%)-Cmp(IdZ9_r-2>VHs zs^*VO-~sslRV>!f@>`1mKV^Et#ZU?g0@_N4vWh9>vGvMuHg~K2hpiF^PZx4>!X#6+ z@1BSZl#Px>tab#JqZU;ntIm&}=e}XKpTBwlDY%$t1nQNlPHjLL(CSsBb*zz9FQ5$Q zli*%s4YUULK&+TVL4`6(h-`W<0F2Lm@7((2m}a5-jmTR%OUl5AhWlJBVUpA0`rE^8 zD~n59LVA^a>n?_6uc@&g4C%*H0HnlFMD?)UCaV%@V$snWSuzpKXl@f5e1K&&6# z`*fM&+B4safI3)3(FPBb)Z*Ddx#!aL)EQOE8CU9!rlO}M_2`z@>K zvx=13xDC?#ZbAG$&ok0FSNZ9>H#~jXgra9K^IE6U?(evL$B88OgvPhU{M7lTi-Zc6 z^M|*1i0C~>tqEDc&z+vZ=02XNjT3T+KCnF{X@tKm?2uJ{b2-im2tH26`g2-iX9#F_ z^T20fb8P2Jnq0ho`-aKfT|{f7M-Qg5xOMO-$UZOy=zD~tSWPqHPaXXPC3l!BRJkCb z;@^$F$>bo8t^4{tzy{jY<(<+uPiBhM275XE+hv1BHYpVk@XBFl;my6DVlw~m{0aM;yl;e$Ht{A0`_VbY z?Ce95jyClaxTx$V;xM<_Mc{t2|LUaZcH7>5LxxvC=0dgZPFYUD?nnI~s-KHbn=m9~ z^zd}f#@AN`GJSB_3R14>R)1_O3g4%SGc}X#8|!}b#BebB=X%YnuX$UH=@+S9OF{*a zRHk7g zp^cwB1p>Z?kx4KA6}9s~B%z##tC278NAyR8FnKNm{1=^c!AC3!%uN3?yJDp8^A{;x!{|Tsd{~J(? zbU{kz;p`+hccYy03XCW|f7p*5#?uXNqMlgUlv_U+iddjuSw~1LV#}!v37xNvg3wWh zmQ0W?PK20%2x{1;Mrpr|syA6T)mpPu!pd)v-x7p(9*ix)nBp87qtyl!M|G@{WQ4*r zarVspBb*j0xLAy{t!Y>I6>C22HI!1rv`OSMi_j&Jz{&HY9%>Q&J?7wIVrc;VHYwb* zUTFCR>hZzTiNS_ZVB%S20P9RG1fPzIiX^;YJ{8u%K&ZNDK&TVlQHX~XC;JV_|lTAVE;=YH`ybJ`3+)Wp>0!K_8tmn zdfRaFCkZs3(W)9>!tbrLX_skaG#^_#OaC#1w>T%Rk5YNkvG;RIwzzJH!hrSNk@ITC zhdq}lDo2!1mkWVO9jrr(W?^AR-xG{5O~J?{sZb>EdthYz1O7vWZ;NMaqKRB+Fc*w) zI#hH78{sD_#uVPzL7{3((bPDfC+oC^+K1pX~6soT2Aqe>)6* zZ_|(pdetbarZs6z4^^LU#FM~}3v9rk;#)%malz)AhPCxvZs*Fc<92+C!u7}1%( z1%`k{^{LavIk2KnP}Jh8>;=**9+1#gF%BK!1YPkK)|P*D9zz)I7jvE{pPa4GSozQb zZK8wig|_{{JgwAADUs@q3gj+C%B%{K8-Q#=DA&LFG1b%?QlPusE*_p1A*3ZrR2P<< z4PPkJHx%e;_pD8XKb}*jO%J=9-y=#O)EGYrniUl@98Ntp+mqn^l=Mt-v2KQ3g$3=jPieSJ?XLXn*5m#NDxoB!|j8i zaX+XFb=5fpz5iSzo-W@!`4e-v{=iC?lzRqa7n+dgi~M*?v{W0)1APrH1>1ZuH`CkK z$s*`NN=SIQbB2+SS7CP-4t4CQe5nfc@8(jZ zpX58jzkLP=O9}rNusK1Sx~WuzgVSbyAMFIC9ryRCJ=jOLG$!5^MtvOF5OlBrcgPFy zT&*Zu?*hYqUYYa3%cp4PIZD%-SwP`SyB>XogrJmk1pt(=PxObr^QPwU4nBMZG1`MV zI+V)hh%wh5!H2B@*$T;z^Ygj_V~Nw-o^9zo)#xkX zyHFYZPpmd{431{9{~$;aUCC%JdExs}kNAN3_4*C-u6*wcEU20n9$H6|!mVO%a7y13 z0j!&-=lH8A(k;VH`=j58zqdh9V0)P@ldiNy_$b$FQBA?lWGH)kWkIXt0C)O|PD5Q4 zfD?RvgfV6TE~Ly}fjIp*v@iUo>btTVy_L@s45-1VFg0OclyNt z0xSjDAqA8|;O(i=_q7=Jw~HX$U$?fE{EMWBJh7?izgoW%((q-_wN-jo(Kl?^(+fuS zfg`?_7A96kx(PHIy@WKI2j8tePq!X2h61Bnw2Z!HlTp}Q%qb}l3i0IN)qW@UAwYY- zr}y_Efz(2StSXrB^L!3fe?Pv$L<1Bje$S!8m+HNCi`xX5Et28TTwbtM)24`!EL-Nn zwa!qT`I7NOqfWULrP7`yYUsS){!7f%fzVEW^&oaGOzgG0h7c8j3TEwjHwvbPm8~|` zJ=j>^<18RNeGM4zUk)XP zwdcSeQ++qX+wr%Ycp~$N3L&k zuX9&KG&giLI4Q?Bu+c3sn@;|TF*j_mpLCPP@C9`FBLun>HzTCyfvQl{jSm)&4Kw>} zvF{v*d8+Y)dT!WyFzE(`;phVC1- zMMuSs;uFZl44d4S>uuAh21f5UBTW^d!=09sxi`)x*jur{?^5;}mN|FZV@kxwnU;)P z8w5Rl)^n9=YE7{BVjq2x_BXw|Y&qDRF#n8}n}-{4t$&fxjM@Oh>jW4_#*uN3I!VKV z&PDDA=a!cvRm`UtI9_l;d%zSkxxsBgpg5}>wSkjF<+bXSJ;&1|PgYECjN>sKG2<>~ zPXtA{jzca_26ZN*9Cih34zCmI3Ur!5b$x5Yu0 z)R~R+yBVG&*qcylPKb1d>GMD5<$4ZYB)eeGLJ8J-wb9=WJMD4*u<+M3=ZnIZ#-HWs&3`qF}*&F{SLet&^yU`k(Y z!N#Ms?vr`Rw+8^zC3`8b5ra!@Swz+uSjH>w#pX1%-LA)~S7QfV_52A38h8)7(8WL8 zn7sS+oE?-Fd-@rl*7iZRqlATqN>_HEg^tB2b*;M20IQX0>@#j82uI(`4+;kMoq__= zpVe#U1+)ZSDxy?vI-TS8&zriY4GY<0)iudaQ>mm%O>RQ@ zj_Btg->dluz?)~YyJ@!)BmqB6fOO4X_wLH5w+9ZTTqhepE#0sW|Ha+yoaU$1ccQcJ z*L)WuFBBAqaJt-BJvfGD=A_ss=hg(ktB$;@ZFSBVbR4XLk)n^a zS)N?a?4ww-8y&&IZg~#L4M!4R$e(!saSwpbojN&XIel&oL<7qD&8PA11_R9K9W8=j zNL3(5@Fp1LnzJW$a5Z!U#_qsAGm2Q{K4RmBrPhDmRzvDlkRT>-TZ+US?*-mWGR{K}y>Nu_5UPzXnDwngj2qD)FKTl`BKG}-7TUh`q z?@&85dK2l+uqD}z&q~?bkl82<1nB11Wx-_l44fm$K4Zo|y2{w3#!;&!0uH}DjB4R_ zlgYrPhBu9ueuM=F$;lm-()#%xVcWwP1j4mwM7qroqwNy2G)Qxx4Q#gG-egN!QGsx{ z1aTA&9+V{&;v0zz_IH|kMo^qgMtjVcS_|ogHx+z@6Utm`pP+JT^F0M}v09H#gaRYj z=j(DoxqEio|{FZZl>KQ{8|RdGciUy>bpR;b-QOw}9VM)|4#P*0L{ z5nu|J5Mw=pt~CF*(;rK1@y3csloO*M6ex=_ZwaAg8Y%K9dC^5(gCw1q^#M1t`23Z!GoWpXz&Tb;kesV;HZ<2p3B1*+d2mY(ZK}~FJZ|mU?#S8 zBsI4sxYWG?EGP?4?9bUZdV1TWhidRT3Ga3?d+4@R2P&Tr9UPOF^xAJ%T@%yOzYXo~Mhk zRTAi(|Mn7EL^BaaIieBOOhjg8JN47lHQb?`3zxx&x%YIZe_RON;m@<_X=zGX**kbE zHdVIcD|HLNk;BQpM_$supJKpTo{)ukd*feVQp7n@tI08EI!ad9mA>(wL7y$iw@(R^ zJh8zWrGhHCWW&Bs-OjF0^Rz+tlB7D&23Uks??m)SyNNI|$>WC-?)CxJ|HiCl={4Sv ze0&qEn?-|?baI^CwyfYEICu9G{~l|)So;Q|Q1W5+B527apRYXg(p>vEBOETJgbl36 zMM|Mx07-|@nIdhu`gt`Ti{5EQyEVlJY97}+w=NyWFCue5wTR zN#mS{zc9Q?sxUHrni5@Uo{f!glN;+yl|IoNQ2(y1JA9H*GOA_jl}~Q687yNbX_K`- zZFUd4)QJPB^=M?UELw7t`R_QWou9a?suL(ueNvd|Ez<0bd4zOGs49DhWnLy2ZfCPH zCy%J)6-+Q&(Hvb(7*1^r zf+@h$GdTvu1OP1$6FM@leyb`ZNZqZbW0a3^06al-NlA+@8Kk=!!V@@-9kUDV zyxUvx!nDm@ji$I-9w~dw+e6qgF$eqVh^YgKx$GsH2^wq;-(ez{!eeEVgiZ?O>tBo~ z9`Zq4%=k37R@##+6Bg}}yhHYs1 z*C0Q;WYT+onFZ2zcPU35fF8NxdnH>A^LjbdSfF=`mPdhItZxrK ze=$j8Kg|BKjXI?yG#|WXy1Kq$Ac?yzekX^2f)>K3&8Y)vM2P)%^WW1e`HB#`y&vYn z=52EhS4)Um?nXb@%B^MQr&Or91|I3g8CFaP@Cj69nk%@jigSs?Jw+{!lZsslE5=)xEm=y4LDOf|7o< zA{?k}hOPI5@=iVqdp!1ec4c%sVN-ENBPNxXl4km;G%_qO7j_DJU+5;~d^QcITSlBU zb@XPo`D5UDSBEmm(JA;H>7Q=cNr5GD$SzvQNn>69>VtEzbhQx1H#SO0Wxt(;&6s5p z=#H;Hq5J30+f`vZnX-e&bawXWU3PM;+*wGLHoviS};D9DvdM9JD>kdxrqub z;X!hbss6!KutB_(%6%BDMX7z*1(CSn7Nu zG2H@!RA*iGyLZSYqT($Ah)8ge3|2?OI==WrdznJU-zdz00Lnd* zk`|J!Du+DT79rPVL!r;*Ge$4KnF*wG!5#TGUH|fn2rv z5d_;6*!CQ&aMCw;+?t!3U(A?}4FTmsnxPq1QWUEjINdg0c^V5KgqzCP?nvhJk#9pw zY+Ng~-}84hRa@GhwRf#U32TjfyK_BX5iDO|Jl(9q(_c|8j;EWXPH_Gs=lez_wvDnX z)01x~6Fv~il;-g1IEUi}-IeaHO*_<5X1GL*>w-zky9R^j#LsZ`Y)c$o!Cm|c7N1Lf=_EE#FLG$N5|#8<3e+fqq%x)CrU zaL^Vo-`OqY`9-h8r5LPg|sMu>YSD!sCH@Dv|p4Z3+Jz1d!A^?J(N%6^?)J3P)0 z95*!0!ASGGO4sOii-~o<1i!G2U0YBbAHuE`Nvc{Bqp)W>h6jZS4=kJn*3Qytt3|vqiKM^2@&WaP`SJOP};r zHOb(d%a4Y8oK-9w^Khq;>054|2;bUJ`_so-WX=R+-k~YZ)8gSfMD79kTLuRO8LcO$ zV+Xl%ffqgbOnq}g<8gaY8?P3wH1STQ1m%V1?v+5#lzAOT>Ram?p%_sFGV$@tPl;HU zZ#S2#Y?)i39cHFh!IrPCI=9x*%&@R#TzR!6N(WQ1{Mlo(!;2)Z1$0X9iNLWpUc7Hj z(QeHRR)&^X!7VU)H^ls*k=SE!GV=l9^^DjqxbX%+K!1!hL-!31C@*<;of0MMH#;#``|)@LQ+{APZ5Kz zgYQ5W`-WP&D?*UCFY48nCzc)PAF2UCZDqvs@NafG&y#=3(TiD3Jz4}I+1yyWZg zt@9H@P{sBj6CGA4+P#&xZLfRcwKk7R0sRo@n(4EizTh#XpZTU})^XPWJ2Q2gZQF1T zzP8E~rrCsFf*xQu7~y*7G{*Gk2OVN<0KGcH;an(qyq{QVXdC2g|9j+5Y@o+Or_XBr zL0G>f+GTzdH>_~xC-$rTXKd&BL(Qr^0llw;0@=@b(7MiaMEDcCrq?ya?Um0`im4mc zt_&yQbJp`N{UxOBj||2-G{%Wods35kh6rN4Dm>F=JULM}y$2=|8D`~meQ8l!&9o?~ zMOO;~&%2+fJw7X_3s5*Hs4s6@QymKwaXRPww9|%vYOFT>bYSvx%g){?es!r4*M*6w znaUUMxBK5;ONEQD2WLlS$U_Hs>v=+$Y-RXQuyt@VQo^vBlXF^+01h{oeU~ED+N;|zO7)0;!_aSILT?p2x zG2>TUlO@cX+z^u16jhj-YE~7y1vsZWaOY!~q+EL>+oUI`Zd)VkbfH~&RZZMZHhm7! zH>e?(-5uqbanI1Ex;0fiAGg-(fLd#NbTI95QU>u9(f#b~4#zt$+Z=>*W|%r55o%ya zf~Z~nDi+29?TT6jeD-})7 zf;XaK*DvsS)59iWz7hFHZwv0id9;B9ViLnBJJozoaxB{ZCCng{f{xyBstsegf}r3K z3HTqFKq!CWhL~~t@!v>|3Bmq}U{;6iulLmH!>T`+AVM&U`mVX|N5i%38$i-&gZv)s z7+<6MR4bi`xg$;U^||KEK^4pLxo_Hx`2%Fe?eZ6YjwGktF|#f_2~JJv_6L@C?!@L| z7M&}kA7RhGbil^eVNI4x!7gfnI=>-V+t}nDt|=9^ec*t~-4`iP{}a#60Ci9?Ot^lO z@8U0O%YRs}KBU(3VXX*x(2Faj+Uf}ooK7B?|5CV4R8h zmBEtl>UfuiDy5i<$jkZ;i^H@tgQg#@?}v@vm!Ghge~v>zoDybfXT}F%u7|Cym>s&T zuq69F!yX=F-+q2iOr%H(lR}W!q(f$b-!Y_tlndN5Wm=#LLKiiWWq$L^tH*&ywtg2n z=~rbkCJ&xg#bbVs>G$f{dVD3lDM>xmDyR&Dx9$JXOLdRLv?kj$66yPl`!RwdGfU66 zNuQphM;vaxfeZARyg)9-zH&b#mk3;Ky~M`w7O_qI3S8 z@`(QUHQy}+$ZRmL&^LL`=ep;hG}#|JBdkt71G#pI&zF7-sP{GrLXnYKi`Bvw(`{gv~Y94=v)))1s!hbTI2_K4h~HCtG}j<8)TSA$g0c48Q>=w9#lrL4Ktdfzif^ml-4 z#t*O>EU1pGV!8%i-fy0q5VZc*4%XXq9@?CQMe_7NOhxOk= zy&cto7sd|N&^?*}4Ej4c@#l>-ec`|rM#;hS_K$>yMrg7}Y!r=lP@^0NkpE+xCL25_ zrS;-7JquNy$96n#m|vVp=c6)0-;f$aiv}EI8muv-AoAJ9a&N}4?m#5>csyuuZk(H@ z($L$lfh-{T+$r~i^2u1ukv@?YpUi4vSL)7Q7=>xT5@*L?qx8NfxH{+a&V`!eQXtPn zPWnNS9#C;10Pe`B^rzbQ&b++SH_wqhd{h#4l89zx@!?a1#MDBr=_A3rk&{c7IQs}_jhGiNA8AY129 zwA;D4{D3gO8wlKE8v>dFL?8;~&Ms2}i9#UO@b}MB#OgWDf4_=1kPrV|^8fj6LZ49f z??*_`(vY7jM>XP&1yg9h%I5`xb4IYG*#<+0N(gP5(rvHF|K>#x<1$|^!5b!-VQ;jAfq3UR4tF!2t|#>e`(4b$3%i-!A|G@lXdRDAjgIFluOX_~c7quTIs+51MwGKDGP>pH#t zoH>9UIKt)7QU5XU1S?p3Nz#0w0?yJ4QzF<_*5T;SeQmtWHUmTuVW%<)SWEF_=-R;8 z!JyBfAI$)uemRko$+v zJ~RWbfBI@HW0G|L``&O+S1u2Lcg-GR_YqV z`gi~;@S|Y9S;sYb0Huhd9rO^>=(cctO<_WbO@P}<3Y-aE;u?=1Wbs%;+Qk#Vwz=Nh zgc=-1bJ1z^P?!?LA}%0#SWq-{Rp@uHCa^CHD zxQ>4?74^O33QUz7u7Xk;C(PbLY-ednF}*w+Znvg;-Ed6-obxlTKkD%Z;O98b0HG@ zkwCag9l_sUG|P#W>$EnksF#s`Af5*p#%d2OJapbIv?3Hg?B}KaL`n%xi*3n>ETxxE{uFU2SRVIJTP6ZuM6tg0_3;cDl zQRP`l5AUfMv@QrhcAY`e$&-hwL90!{_KQ7p?F_5B<+)HSf-OiM2Nv(Q_9$vsxcCX7%O!#Kv(T48CbFJ9^s7bFtHUzz*2_99i{t6t1>P#kId=1R z7vZSh2YZvhxkN zNZDuqy};5gR5G3>bJUo<^C)I5Ohrey;L(AH=-(5h`F1(o;Tg)4mfxjPP>nV&(VIBU zL%vo_NU_#B_)#7$Yys=fFQ0N%4^ys?=3j^X$DdX4r@m8Cbbq9M#J^zQE?6 zSRRo%U#yC|GqSz$ND2Of#2M^)mD98WVg*vwG_;HMw;)Log|j>*q1&G5M)37VV08*5 zJ?oCUhd?Qmnf3>)`=!lA@6J!GnM3xKXDe*)lDplQeT)WWi=qAWsv87{|BP=u;4Em* zpWZ4T&#ZU(v{6kfe%?=TbZu*RjD_;y&ogy}E%Jn1nY@=oo=dVaB*(Wo)%_~fUqTLf zkR>HMX%cvaPg%n>$`m^7*I%c)5{h!wzg{gDRx1kG`K`bk>f;}FAlg#`xS7}Mtf zGTDKs2cyJ;v0sl4m+cXNjBA71GOLth?wLP@GuYPw{R*~Pe2sdR0C6+AaXVW-1p|}G z7-qoSR5A)R@g4@)h#fDs_6F#L7rO&K{ztST30SnO>)ThcYsKHcrYyrYxpxXzZnO;* zWSCWHWCe__`F>6$=+E(0JZyBw*T_btFn--Bj^JDNZVJoexH#+Z$gDm>LYX+0yto(| zsZ+;X_LBDosUoc0eFh(49Sb};0UdjTFg$wHerH*%*~3=~w#Ipls*xNNy7c0;Whdjf zF|&gdpPSs5zYc^rV$vU5-*4qBP1~nD?T>91(j&&3^clvKS<6dQ7cKP7I0z5*Hl2eV zXX*JoZ#RZHg4xzYo9gN*{?z+bF_5x<1n!jYJuk|O6*H9y8nE6y=^ubzW)`5z8-V%r%5+;@SJjh0XL8grX=c}NkPO1gykjeH0KHmwyGODU9RDh1 zU9Slm70=w*g``?HlRWcoF8eF`zqbP^U#T*{<`9`vgQj>oW?$(bKDG_|VwsvQ_0mLQ z^w+tje5I0$%~(IE(KI>_*)#Qzo3nI6yx&x7Zb(Zy#-ZJ9D`R|>Afc+Hl*CxS8&E%= zY#Z07WLaqnw0YnMr#-I_63>0WU6kkohq{U0Wyb+&C|mWa>Q}of9T4>z=A~90 z^$gB{D5UCa$IZsl`)%c|YEsKZ=kh4q z(+Aq;%kVN9@x~a@5?j?wH*#3#PK-TP8VIAUOXw53p<&!!KaBHZ5lBB7G1 zyRZ(srIg}6Q7zf zhKYP4zQGce`a01?W-p8x4S4CS)U$9p92C$_#(-_9+=OVujV2!gSL>aG6?M?qpPr(5)Lt|-9i$aK^1hJyvalb&yL%fZ442$HwT*WA~(V{hQoB9z; zp6OlROqevff3)s2du69%3H>owdH5fxXZ?V_z#FPz&KFRVPtYc@zi5xdis z-Ol66`wsp(KMLuApumS~^Lq!)>RKJb2LH!ikZ$O3O*Sj$_dzs+iFM;9!i3LW3Pn+U zY;eq*-lDI>C^;x-xy;9?+%`P73WOo13ptTLf^jAb)AD$_#?_(GLk45niA=+tYNnTR z3P`pSHhfRly^vGH5_uq5?ez3Yj!LAlu zPhY7ir19-+H*;HT>*^iMgmCyR)!u_1Oc0sPEPt5OxZTjpXXP6&b$hwn^cFGXLvz|@ zH9aak-)mCX+2Z!K*f!KTj7#D0GpdEMJ(~>oBcuHpTkJEoh&5fja&@l3jVbl9dKcSw z5uAx8!{+?{DS2LbDtT{HaG_~yhJ5ymSffJe149zFo?HgikWyy!0#Ez*?1=3lP~^9W z8a!ikZg2GjE-kAL&e6N2Rn$)hNk8f#2KN+8c0*?lX<gD1`UF$OyAiGwDo~#D-Twu})rn$I}*e zWYz@l(?JIpqF;=!aBdRcwlhoWZVzU+Q?)!K+Y}rWto*2=-Q2EL3MGzoZWuw1)73Q- z;o>-x5Phtq8pn$?#(%OJ#ZxG@QCy%(JjD6RcFf1^?xl1-oi2NZtFQDQhvHbsO#v`$ z8`G^FyjamkWuf_{&o#`tzPDTv{7Vh<7|DIg>y(g5izCI@i^IUsD*3h?#FF%5>q>RL zmcCnv|C2rf)u8>W*ZkxWq&kNhIKK{2xUZ64TSfW0cCAKx!nX_$#;hj1_N&A}w=cga z<9gp>cwa}QNLB??k)FIF=_g#f^X*gCjjI$`5t&zMIdyzvyqa9z-*i#ieikjkNe|bE z!Z)1s+VrZ|jXO0!t1&!WmRiItwP3zjUpclUY__#RY&Lx0&RYGcmZq%4RJDH!_ux37 zPr_-iMk=tUPW|_iW%$yt`2Qjv6fD9O!>^sD7jrP!FGk(wifiq_ds`sWBpzxq-Is^7 z|H$`PuaT#yURcWZ&hY7bqz9Wh+Ec5xU`kn4($ck;n!~s`;moxD|4Tt!EX@B81@Y^% z1^dQ-98Tu(n6$cyWGV^JjX{=r&f4W;e*|3nqy19zqBb>Ir1o@oJ^g|(>i*u_t;0e# z1$L<*C3bTybL5fEqJzAoZ6dCRlkW#UD`$p9M`GsBTA4x-)P9h&j#*zr2iQFxnuAX$ znrrP?k9GLi#9GJ8>iQf-oR*VGL^eXnkWmzmfGq5OLIW9@8$D_Gx*`pkZo}4`unEf4 z4`Q%5$ExqSvOSjCC}q;DX3DVkxig5se9D|&nUd9X(v?DBTpY6mRsrsx(ATQ3>7h9~ z+mw|_30R*FD1YV&Q-5;Fp26pv>R88o6uw*g(Z`EtaWb+0?eCKK%Uymav*MMoo?Cu6 zLM}@mHQLGYh11zVb{WvPDSF)|zN_wgRtW5$8cYlWQazRaweCQOb;~0oBQ6d`gMIgU zK3g@t%nH`#pkwM|&`gzIsb?G294*%S~e-N&iek$^@2fy-1)VG4{gg_@*uJx=qE16 zrOFS@CS$JIEh$aZ_^>z^fzQOJwSq|;KQjNaQj~kIayvG*X^Sa>?fkVC4=~Qx$Aihx zG7^C8%zV|y+UCDX@*tZ?w3Dgj7n1@qk#Obh)NmjizSa2uCK4uIP{z4l)cz*SaFl>} z3s!+Mm2l66!c50gk<&F2WAw(Go80kwj0MU^7sJiDpCr|B$^7lyYqAR$({k)Od(*K< zQzL5`8E5UYf<=m>#zOA*LCUQ0$Q|DPAB0P#z1pce1q?1Rm{u|;=&fg>*w%NJnItru z!1(LzYq}b!Bdo8HpFz0 zq8mez{avGQHczcWK?f+L`FWqFlMdMb>E)JE0o63)pO76tp=^i)7M5y0UrogB)ztMT zPV*n97J%AbW6_S^2p(SDj;y+ivuSU*lriPSe)i$iBSvp=e> zwgh9XZrr+k*18@l+-Y8#G3HltCkL;ctQe4TZzM(QStpEA4C(1R~-a=EGQNXEfo|Ogyx;aE(zWQmmFXlbH`X zGH5p-gMByr{Q~9OKV6`KDwjh`|H3E;SRN;{L816DE8N6=?Nkoq_`mvD>#tI%frGp* zOMA~XUc?fbP)x;d@z6(=BRf*#@o~dzn0ba}TU4}6Zta9?vv2Hvz@NC;Su>e%Wsx;& znXm%qB#r0(k!^ShyU2c(pi3&Z^2MPJU2`UWPij|lw^5rj!dEULXJW!OVTfZg{g3%GD~`vo52qUFb>e<`W2e9G z%=ZNSexsg%)7kyAx!Ae%&k!kTy>UA27plL2b3B+bO=i_94z)7X`@I~sackB7$#OVl z)J?*rvtOGT*KF$RhLcm8t(~1K4#z&f##2VOan(YK$(q5(Zq#LqL9l!)yh;Z%3IaOp zCpe>p*a=tUg9nxC=h>6fBdsb@UF-TfI;9N#vKCyg>XiS`7Dtf=Z6hQEi!;WPLg7y8 zZ0q|iLdi$@GgIUBP}h9NzZ_`#)f0X2L?Hx*%>SqsC577`Q`YFcORJ-GKRYhI&QnK7 z=S(*9C+Yd&(t>d^v}?X2i@o{OjWZ8i{vyeSf1sDrA_!m(;&5O zrnX|zB{L&?c??m(=702l;278a5ImK~GNN|lAGux=gU%~8`vTDbzYm6%woMugvH7U@ zU^>w-?y;E_9-n8J0M3U^Kr`|c0HFRKY@U+-zi>T5eECqj-~SE0|388Ki3BW4j1L9=8d|nKe|kT;{^yrFL(<&h@#3QwtYwgIGd;0DyBi#Lfn%O#yw1?` zHW>tbVuf?M+X#*K&mW7%&p{R8pI9(yaqY!=W_1y|-Qb3l`QTgV`=M;ZXw`0@=x{zF zFTO_?Lf*`_VZ;Kz9ZTy}{nqg@2*&0N|K3@ezl}-$FFp4cu%fa`#DY)^JiZ806L8zF z7!)@Oa7r~s^0V&r%)9AZoThC7w0{IyZ*rmW)q?X|a<7lAG-pSaYxW~C+DQUOID4Y3 z{;*shyLv0L)GBgI7@v1Jy1U(C;aUU?7fU4Dy#{ZjUV*TjD0h-+i_dv6-=p9cm%z;Z zWY0fmtSP${l{hB}a*Q_H)M`&_YI*r!(lHF__}T2n`V{ezBh6q|y_@@ucp&vk3!Dyl zTgWSi5t7!XAUF_j%}#fl9|O?)OFIKybG&2LeLTBcon&X3^>Ksg8wZlnZYg2#%T{>8Yk#G_X5f>4RWCIH$4HoT83 zCW#KTeEUDC>7bxEy5GTYkXxmf2^H#xiAHTf?{m(;vTV6nvi&oe>l|r{>Z!y=2O8(O zuSLS!Ii>2wi?#^9sg3WzDa_q%GGbGgHaG%&&G14b^HM24HEQ;I#Q#STD$C`l=;aWW zc@T0GZhI+89q+y8lnJ#2;d(utB?e=3r;HCN8HDdixX>z)yu?W7kq<+Izb8}-t;@0C zBSVUX#jGH+NGI;mP!&Lj0Dt441ajp5qhaKs!#XuR_Ndp?6+MiJ#K|Gg5otCNg2K&t z=_Kdg!tY;3PP!(4r`BFzB17d@5Ossb{I(~A6PLK``m438(P9MJT`^Z0pSIL7{SQ}o z>a1bl{caIkJkk2@z%k@BOIFqPI_vf5JMed38pm}v*X)q@Uwsg_Kyy$6%{4gmg|XdT z#A}m3Be@@=)4#h=6H~E&qC{#$t?a9-?Cb*OI7{N3GqYGeY7utki2ois;b|}?xXtzo z>noVf*&NC1tah2;eMil&vlbNR|FYO%`aWhOrh%bvrVG+)@`Nd~C8f`IW^3x#-hGRh zU=m}}2QDo}XFj5`va)S1E6kI6EM<`0*IN5`j}-%DcJKuUMUc&Xi4&~ur=q7V399ra z(TCdaFHRa?rrNDEyt&+A)Ss>Jo>B%eKl#6`G#CtCuDDmg<-l(bZD?1Y%(k060`LX- zg7@^@zO>f_$AKk3lqXzx5y8WuCL^ug(hrk0I>l#QCWhLSX#xA~B^oIi7Gq`AVfTDmXaY zbJc9`?Yz2@Jjbp@n{CYHK{Ve&%6<6~Cz+JJmNs-{4^J*jbDpX_ZBejl8fwE+&;Cz4vPQw*?0b+H;Ba%6q5IFG%3xIXd$e$!GV; zBvLs{-z#bkf6X(}PJSaGxm(^PX+G{8tR9YdJ)13Y9o@5*(CwBaY}tikUT+&Ipbwb@ zOMJ$B&y{KBD?-%c_vooqbO^{_vnKXH*Z$<;!|#LN@=fjZi1X5UwcnP~4ein>Fq^%3 zPMG7CJ<3qvN&7wajDI?Ld-Dr`jVx8$GdW*D*?eaTv{A|518zKLx#+`II9LB3Ls#6w zv9l_RD3uUbmTC(s3)@|X{#mScQ?~6y?!eaf4FZLi7(t+L;BUmDZKkH)Cbz$NJD;a_ zbygneT&7f7-xnY$#p#Ce>dqIK0;c^;AK+`ek}$V4b-;bb_ZFv2i9&YJ)ZnMaM}zcd zZgBeak<*10c(1EQ1RbnEQfcP?d~!LABq3HVDb+|t(eylNy58oQL=Qh_#Dt|vNZ>Hg zZ=%99JYroF5Vg6btY%(LQ&%bYy=c3lv-cMDFC@Vi%iJWmgCf1b3|1=IH%lZ@EaKgY z|5ihO*x0}TXs7V;UFp9@E0D&=b+l!C(s0SmKLq%c0TO6XwlUI`GVd>sfsD7OUU}wq zvxlpTCVh^?E#8S5u@#%STFu3xdBz2Ja(;>bCH}(}M5q$5SOs2e)Q)o}k6-jv+6}ng z$r;EKA(Xm3IK@dA-a9tbYZUXi?WPBvr13ZmBhkz@)$cxE@Asl3w+R${{EelgK}%+6 z)WjATeTr!rakr@+3Cn)3XktSjtOY@ZkBa)UNWC||y`ktq^o|!YUkTUlDEuwOs@CfVmEE9VTEv6+ zBi(!39W-9^xw)X-BtT71`5d!ZftfTu)8!z%t7@)sGAs3rOWqiRjCvgM3b@Qzx5` zylc=*Ya4ig1a-Tlbb|U4GnzpACBc0*a%(!)+Mo!%g^tjPZHC zK9WMUM>9Hu`mr$y2sG)T%)iLVNoGqeGV{wsN84d$JYkDEVTaR2P3+_Mea;C5*5>qWjSCbQ-ppr zQoosAT8zW1OMI`vkcW0g;?=Wfgi=)H~GtELlU^QDZybjcQRrRsdX zOE?k5T&)=WsyOJDy0hANhNF)8Rwq(K+lsXCwbD7i*_NY!C4X$ilP1K8 z$MHV7F7=;iWE%^7;qocBXXGmy+!tqY@e+)8YyyOeh%_aPr`GH>+HibXs1g08C8hjd zn~HNUnQYe}qTiej{?a!YG|AYjR4Iuv%d&BN+kLD}UNGYp&uu{v3T? zowkVTSvy8E-)mU(2O$Y-p>BVuH+mMONTWS)@6_QLRe)*(p#3* zeA@%2?gF85d)C)c>B6MC$z)5ko!e~Se9a}ycye+9*=nCVJwCeU%=5UIZ z(iTm(QJNp#vR(ji-uWoIHCgmlyY;Xzv}gCYd#fOsI^4`z=GBx#7rELDmd}8t%ofS&luOs3%+<1PHEs@;W`dP48YfOy_C*bYdtm5=&S**5%9iq}&B`Ax} z0-;)N`s6yPX;xjCo^97fyDlks4o@Nlh22D_b_VTTFDwm;dyO!gEw zLwdDQz`R}eUeD;J+CL4kzQe~_Oeqaw+eh1iRkC(0Cx=urxI?JC}~vLC$qJwSS|a31E^Y^`i_ns%^ls=&BN z{KAJVaSt*yUwG3v?R-X8Otk5{iRcN>dUBX3mgqm**sT3JZZQ&t7wFB}Zp^z|Qyx+c z{Kof4$%5J44e7?T8MT2Z!1c?XmMB9fGUb=gPgz`7KX&vFOfaU83DGc2e4n>!vzKUh+7 zx}N8r1CtG+2NyXTxC`G1%mA=q$X(MyFI9)>i1S#U#*2e^SwJ#)>O$wbq$Nua%uK6u!Ds*()T}-B4V1?EidxQ=TpRAs74`@g}!xV zXMhIHde(j$Pu49z-5+@)tEOK(Z)Mo~Enwap-{K8e%NY?zr(&co+aPdlDA2I3ZA2}B zA*ui%BxFRuKQ<;=@c0Mqxx3(#0$;ec6wSEC>%({61Rdq;xZ)oC!`Cv~t;G2rm z){fmP^&0-h~adP~i^e+F%83`{eIh*2UDm zK0H?H!u*xEF==x)j5E9JXww7Z+!ij$$R=i&^xNe8BA&|=bmupH;nAyP8GZ2-hd^lCed6)P*8ilORR4|BXbJWhWHn<2wO(L(sfPI`NZS*n1LaRmf zXL%N*+6lS!ERg(wF;yZ573=UvK!g~huV0V%WiQJaiC#EYglM!Cr|Z)#PQ_YHAb*4H z?sS^a>7_50r?c)bO9IEelPIGUcEz3W`=n8EmsklAGR^%+z; zBUA#ZBNg+33`@xpdF-a_o;^f`x#%sVB&JyGuA7miHS<`He#**7665wvYbmK*VAvwa zxUYS?&x{}cfNVPG_w)Y_&7Ls{P%EaN%UIc7CuufD=0|zRDk3>G^mC(EzvYb| z_{m4%ezHjQ%4IAt81)!IA&Go&v30qk@$6gf*Ta?v`li`(b7^LWJ?(Fq{Ycp0Ev%Ty z(^a3?QWa2(p{rX~e0c0Ql69O_6+^Net%5HF_b# z3I0s?mEjp(O8tLM8ZoL^BBTyejniT2(%#0{efba~D_qr}Fxa9}sf8^_y*eDH+9L)w%V2{8WF#ZPm4#!sIgwVJwQjj|lt;b$EEi5O6SHq;~oB1xT&YqDebD zm(>H5HzOO~iC!Hbw#659*p;Hk=vb}Z_>eqqYwJ9%Su0(zPWW~$I{r}jfu6rK$Y=uJ zIF?##dR8ali9Auig~QiFyLfcPCh>vbU$?uYw4aDYiRTL`sZgv_dcTj07z z>(1kunZw~vF@=6@Kyrw}`CAYFK28X{pMqUNq*n9?{<0c(6@eZ3al0+K=n7Kp@z$h! z!U6@yZ-J|`zizEr7`xgi&w3aHAw--s89-!*$QJLc-@D~rlU9{TV9EDU$o5b>fG_lp z=dQ5dYn$05QI1sHzSa%8WU^+osuvNbMmh9Bjh9|a<8rHFP52^kn+wtAmw8%|nO{Y# zlOj?f!rtEmyJFFwn|> zr_naF_M$0z(4%0bG7|Db|7sX%+8y{I)N8MR>6O2**cnn<`RIwO$_|l;Xgvc=nI0u~ z=1##i)9U}#9BjY174$`d=rv-mtPIc(#BqDOfR0?D^v=PwA)Y_&j2Y&@OIz(2+D*g? zp?`jOX`4N9tldhQ*|+=0e~6lhMGTu5J<~)+jcUgaL2z`BU7B(D^+AjR;+Tgu5=qP z%c_KOcPZ+~L49iRwp#dlD75KD|LeGv{mn`Qi}p3;2_ExSXp1T9_J&p}b`?Qj1OR?C zsH!xy8oWS4wj5BrT7^irFZ&Rde~0pA$?dM-I=NezIrM{2nRA$Wa0yyak0~Q7`%QBkC@~JP5DE)Cdh;Y&2r+==lV6dL>Im z>WeDd9g|s;9EO|3Q0_o{XNeP*v*7Y4zpTtaw^K%Xlg!I$v|?@7cdzA~DA29%w;rfI z^v?CRZk~|9*mRGWFa99^W>I4j%WbW#nB?aNP0X1YL$UHm_CUoS;CGuPR<#Wis}-$O z+vIZ<8~M4mQZr9;kz814MGsqOFu_*k9~4p?HSRM7y`-%a963Uun}45r<-+m zX7H2uR|LhMV>jFm}fl;SWEquaQL;}!4tk+Qp}d_1Q#ZvQcx)aC{f2V!`m$d zqp}5|>`WiNr`r1+Ak>|-emFB$H}C|v4ac$!vA|W!a}kitl?S$vL^YPhp$?PS?RMv| zI8{b?769}7mdX%Rubu+7czmCWiI3em`+xL?Ys>u`nqHf{xWu{FnqL)|)$SK-moi)( zLHkR)SJ8Zs;LU#x`?+}a1Z6VpVn@f3zIcGeQITD&cBflctV`L@g$e!SNl|rExxvbE z!j9$c><%MzTm_ZhVO3>&zcSQQB%D39TN!RPc9O5Y^KJyNeH#FCCKKJz8T zYUij5OrQr4e80QoI2L}M%qNJc(+REj5j4yx!bLh5dBw2}i6cO0d&5+Id-2C!i^<(< zsXsiih!yBZq9{dsGd-g(M?TokH%;v3IpIXCwR|8U!wrONzg-0jtfw?H z|D!T}r75rpSmfpTu71!HZe|pd=C38#XD@D>(@~H6%w}TBi!Z^{>uE$`eWB+uul(bN zk}qYMZ8v`(BG>df!+$|o_2DBng-RW<7&->a=gY|d^Y-Gdr2oZjAnw70o(=d<6!Ld% zsYwP7BjKt2^B$0^VW(dt)&GY~A=i#K`CtEwCG-FD(l7)}HQ!J!-u@9>a=fL}BDkN! zt*P!2v-Lb-uCj`%r54O&XZ7saYXaD-H@L}(YH`IsbX-6O*U^zv4^JiXk6ZGdwO%5 z67(?8f4)M{rjG3;S%{iEf)*Q+&}mEb44|N%c6T0(yR|h4W2QpMhy@Sy?M+b^8Q-6( zAT*W-clez2(m6OZ;5fY^ynf&k9oB_M$>0>L1!`lc4i!KboNw;0E!5ilE0S&bILI;A zOY0L~{{e-*ER;^8m-bz$uc@|`-Ong)xt`u(XkbgmNPXs#4?@qk+TL;R5!N_~DHc}y zYlmmrm^6l1p1QTI=%9*Qe!PwT}8(hp{l@a*h<9`4M1Tsh5 zeiOEjP?!?c46+$RrHdT~#PhFSBVdTuIT7RW(sNT5N6&;5M6ed+_7dY?5x)AC$AnahSWZ~&cuzPU(Zb#d^$wh7NN zDA`I`)p8R5cSed>1*I5PG(R=!=I$B|%aj6Uv8#k~y8_-1Vk6jRKkxUPA*cN+cY2H4 z-0#nM($MQ5T`Rnw`2$v;48T(W^KHx+tHGE}BXM8V3KeXo37-n+JB6oh=P-IY_x9j6 zeA26V2f|yw2pBcXyt)TO0mQzkf)w=M>R9!%2NB>P!TxB9m5YVjULGQMG(#%wU1l|m zbGJv_KM`8gZQNr~Jp2t*bWem*-}P4P4Q&&H;>ilVQlIob-Yi)}-_oBOs6E|tMfUv0 zc<;bPiL+j!iwK9Y?jPqLcz@o&`L#nAMdJ6ieyreN;6YDZWdhFnNC7l@u=XI@_VY|Y zu~zBL_3ztVr2nU`tNx4fTem|<(DH-mH| zJ+yQvT?5j?csb{IzV~x~xcg7odq3~9p0)N`FXa4E>Dq{QGSJ_O0N*1c(mKGZ_vW>j zLL!2ouD;)}lCD_NBeFhm!PXNE1lW)~iUUEd;fsYHD^+U=`Sd&a4%hFCGG|I1K`r6D z^VrU_u0rZSQ8IyfjF90;sP7e$L!8d&Z^8C!y%3<)6rh#h+fdl77kXTVi_4WeR^G|w z0duM?{rIaB=BXrq`)2dnkZfr&`M@mtn|i^eb%KNDTj~&*+;{JbUuj_dPssX=Ca7;U zu(js~`7W!4Fx$fMGlN{6TZ7-F&%9nq7$TI}-#qw@E+4aBSfpaD_h!b>my&*zHz7?B z6xfs&@MXg^VNFW84|3YN0Sb5b8DQIs!aAP>>|X z<3>psyi??~FzYa^$f72`0ZJ;)<(-7=RX>)!-qR`zYjovf?rFhO*CSPA z9YJzjGxL3C!b%tO_#xi&6YeD@8g_GQIc=#3^VfS8v5*@oa|4P;rewg5m6zG$LJ=8F zjJYK2EdrL{{O3%EK3cSjc{0^E#a=Ztp59gxg!d5atbgd7{D+=oo@dkN-R;i)^Gsk; z8sAHgo%Nmz4)ojI`)74UEo?e^8e6PBy?*gh5*F*@{vMM;X2E1=%|OK+DtNF9v9bp1 zrozzSMlZ%Ylmzim!{2IPFitz{NmJ-7S5A_8zQ1vipL_pZLGZOfcOJ3Z)=PSGRo$2KLrZ>&0J;h(fv#oA#9n@mV7LxN-pJ|I@bfD91& zYN&-eN?zJ?ZKSIY835syV~}1s9squTa@q3eOzazO&HM`4YdnlK!(*^(`{TFJ97vb( z^7k{%8#T7maQ%Alc~!XbgWU>CEP8_A=Ei}YH(+WYbtuf13tiPgdRaVy>JaX&m>npCDh zZ*|2vArkf-?N!-$YEB@dW96HIr^?3J)|?s^Om&_B4Hx>kT9bbG=#p1v!EMNnrNdSC zqOCUVx?=hMnu?~ywGhRr%%$7fIV&zSH!bz)RO7?6M`EHu?fhj~UyB=OgPnC2Ty+=b zmlgf(dw$z&z>4rhdxL}SPDN-W80flKCoW~vph9Uy-ll& zRr28#el89nyr!GcQKM_)!m>$M=l9iLyrI`d7HE6B(78^hdp)rIsWNGG7Ld$t3S4xv zSB_dXnf5XGI1&()cMQSiSFp2x8Ya{S1WP1rcHa0L7*VkZhQHNXem zkDkc2FVr6Ee?v5f5jI*@M{0V=oC-7Sk-`m6wO8F`LCOmHRM;g5)v60l^L#xA8x6h7 zid7*2iE9E9bJ#|t1*I76esNy4o>LGTMVlV@htlExM%Co|y$Fv)wlF5x-Vgc@TUvp$ z(eX%!$@Vh)?|hq*&lw+zF71xdT|NZlwil}l*NS9a*hun&RN!*;D+QJ&H+?ORDc9~(mQQss zcUxF^t;!GPh~~+%{g)f)UvSfnzix1V&bfr5cc@~w-H zX}w`a6{06D43X~D;br7hK{j%&^B6H(KPrF@X@PrRj90hao@onlfF{7EGqP>k?wt3| zWqQEl8jB6jSdq4RJA&5BE7DrD3jz%dzU3$w?Upq&cW}s%n+*&TZ3l5lBFjnzSAM#M z9gHTS67|t9ya~b0Vyx~1!MO%s^@uZ6O=~l~AL;T4UR`)+#&b)47S09VV?2y=)~R2< zpAaHQ88Hn>x*7)c5#@ZH^`9a-BGxKpgX>1h4|K7EKd+Dyx_ z?PXSUNyCkw(sB*OnjYs->g{XN)isvPk5D$g3?( z{3WO`>O~24EnMHtW=9>js1#W@P_RI%SgLFv@_ShS7k1d{Az3s?9Vf3}GLGCdF%L3e zV;)|QthG5`=dT^-lbp9}VQlmNh{J#|GpVLMP)wnIR(>WZP{QhM@RdCuU(09zCz*?fqSJ zmLb2hrOVN2!`^g0VGW=vf9LjUcV#Xfot}n5Pl^5;=Yvv=d*qThT%FTX6c2IMS?^UQQ~(8h0|2;$i67`rcjZ(wuSP zo^njg0Xe9xuQn!N?OzjJuC55U9zqqx1|lr$aKQfbOUXZYDvu($eLC`mIf>i{C6Vyw7Nyc`+%r-Y634E zcdK?wa)jfW@Fe)1YX1hc(=RHn-HoJa?*p`UKjUO24 zBuIN5EbtDFC!m7cYoaI+t0b7DJBpzD%Yn42nDUOIxdKRPwRds|lQ;B|ge_q*_t{{w zj)eYbSd>l4s8DGeDbkM(zG~$k*2+VmwUzXCj_Be>hVEoIttX6jY5zCQ!sK%{vjzfH zsq((tO+q&804k8q^fdZ5DNRBOgEK0-+-~=%E|Vu|FRX;jWc`ds*&Sa zpeLarJQt&!RbuT#aFs>WuteSbaO2n~Q}@|*V*im0ytYkakS6H1ow^#~O~7=j z0HV4&zdr=>xQ%u!n0kss#m?@0wgo5dfMdIt=HEMq88C^irUBcy+PA{YZU|Rfe92dV zs|P#GCc!_5=D&pkk=PT;I)#F}N!suLWp7OxiW>#e5Rog~f@Hh%@aG0h%>aF~pWjy) zh1d$uIC>OQNcwns-e}V{HM^wr(&s5L`43$)3-SyXXK-`|AfzGnQFsUfvoc&R7Su-a zgO3s3Tca({J^#6{@&mJVMp9oGoRd8cewH(quc7Xzk{7t4)!BC9Dc{j%F~uL&)IDKyfkUva(uBh z!{#R^+G)7aMY!JDK{%3pbpAmqaI+=c1lEV&;!ZVvdIK2Fkk+1k#1v*2uF@VzFMJIP zV{mWlN&4y0uA0-GY(3J^$i!;ED#MY(AfYi`bms^iprkt*j%?^4Ty`T>6RIhW)7n>8 zqJ4!UIHK~{yj4WbKx>~FE;AxBR-=E{2|TjWAZv~$3O0ZiK00;Soyhd5ZLzQRl))@i3|IY@1_pKi6i4;|K`EPq<{r=%S?5*KM`4bq#7@tL)q6CEg2YmVJ_); z%-lO{na~4DRvPV1McH4tWI~+)zf;j#H<+>R%#LPm-m0~Bwanj^aJ3xC$0a!x9qKvt zMSt1OXZ0_|Ki*H17^dctf(}6B*cTto4-v&zSGtFq4wxx5A$SA1#`DL#K2EU8>Ny&x zEaxE9EPQW7lRP%GLJVye++wRT^79HpUTK|bSmdDl@}{bs4q;A>!fzA4RVOL2AW`bT zYXzan&5(>75t)uYKIi6j+lZJ)>-;VSV%dffYtPXAGxScMz1ObW7V<8snJ|SlRWKHRo{Wa*~doNM%MdC~TmY90_m{+j; z5t^afais_q>7BwXt6*6{wvtsj5!S z`7s!PEY~(<@b~_dsHLQ=`?b!;-s-#nN|C)U8@fzzCX!d66mR{(<)4~k)$f-Su{$CF^87y5y|}XM zUhD&o$!;j2eWrA7$}rD;c48#sx)=3Zj})0>sUpcO5QbrC#73+$Zt(e25`{<+pWT`J?7C<5OTH~44nI^gyY2gFo7)t2b1IQQO; z?cVXJYHU5%J!!WH#O1h*86JQtPID2FJB;8tx;z)_eWyJbLN0UTu4!;{ASYMemeeC6 zvE)+`1*Bu7IOwU;ptSW7icmk@$-~r)(Dc#8l)wWzWESjY>e;P}i^3oTY3vym>^E5OxR@B1oa9|ad@%Wv3h{iY`=j-`DU&KevdXW~ z(`5**DWxDaIzyb?$A%MfLG}>KJ1)~P&;K@%ZVj&F@L0!$nflej=+@XHr#P#uVs2xp z#xd!b#g0=O5fZxLl(Qfup2PJyc03=(y8!s!Tfe^`jOdNP|B0G2~q-M<6RfqcLBFcO