From ee71bfbd5d94d2708084f72116c0501c98a621ae Mon Sep 17 00:00:00 2001 From: Claudio Maggioni Date: Thu, 17 Sep 2020 11:43:56 +0200 Subject: [PATCH] mp1: added template --- .gitignore | 147 +++++++++++++++++++++++++++++++++++++ mp1/Makefile | 13 ++++ mp1/assignment.sty | 95 ++++++++++++++++++++++++ mp1/files_data/ETH500.mat | Bin 0 -> 13539 bytes mp1/files_data/pagerank.m | 56 ++++++++++++++ mp1/files_data/surfer.m | 149 ++++++++++++++++++++++++++++++++++++++ mp1/template.pdf | Bin 0 -> 146453 bytes mp1/template.tex | 31 ++++++++ mp1/usi_inf.pdf | Bin 0 -> 34678 bytes 9 files changed, 491 insertions(+) create mode 100755 .gitignore create mode 100644 mp1/Makefile create mode 100644 mp1/assignment.sty create mode 100644 mp1/files_data/ETH500.mat create mode 100644 mp1/files_data/pagerank.m create mode 100644 mp1/files_data/surfer.m create mode 100644 mp1/template.pdf create mode 100644 mp1/template.tex create mode 100644 mp1/usi_inf.pdf diff --git a/.gitignore b/.gitignore new file mode 100755 index 0000000..79ba647 --- /dev/null +++ b/.gitignore @@ -0,0 +1,147 @@ +*.ijvm +*.mic1 + +# ---> TeX +## Core latex/pdflatex auxiliary files: +*.aux +*.lof +*.log +*.lot +*.fls +*.out +*.toc + +## Intermediate documents: +*.dvi +*-converted-to.* +# these rules might exclude image files for figures etc. +# *.ps +# *.eps +# *.pdf + +## Bibliography auxiliary files (bibtex/biblatex/biber): +*.bbl +*.bcf +*.blg +*-blx.aux +*-blx.bib +*.brf +*.run.xml + +## Build tool auxiliary files: +*.fdb_latexmk +*.synctex +*.synctex.gz +*.synctex.gz(busy) +*.pdfsync + +## Auxiliary and intermediate files from other packages: + + +# algorithms +*.alg +*.loa + +# achemso +acs-*.bib + +# amsthm +*.thm + +# beamer +*.nav +*.snm +*.vrb + +#(e)ledmac/(e)ledpar +*.end +*.[1-9] +*.[1-9][0-9] +*.[1-9][0-9][0-9] +*.[1-9]R +*.[1-9][0-9]R +*.[1-9][0-9][0-9]R +*.eledsec[1-9] +*.eledsec[1-9]R +*.eledsec[1-9][0-9] +*.eledsec[1-9][0-9]R +*.eledsec[1-9][0-9][0-9] +*.eledsec[1-9][0-9][0-9]R + +# glossaries +*.acn +*.acr +*.glg +*.glo +*.gls + +# gnuplottex +*-gnuplottex-* + +# hyperref +*.brf + +# knitr +*-concordance.tex +*.tikz +*-tikzDictionary + +# listings +*.lol + +# makeidx +*.idx +*.ilg +*.ind +*.ist + +# minitoc +*.maf +*.mtc +*.mtc[0-9] +*.mtc[1-9][0-9] + +# minted +_minted* +*.pyg + +# morewrites +*.mw + +# mylatexformat +*.fmt + +# nomencl +*.nlo + +# sagetex +*.sagetex.sage +*.sagetex.py +*.sagetex.scmd + +# sympy +*.sout +*.sympy +sympy-plots-for-*.tex/ + +# TikZ & PGF +*.dpth +*.md5 +*.auxlock + +# todonotes +*.tdo + +# xindy +*.xdy + +# WinEdt +*.bak +*.sav + +# Mac stupid tmp files +.DS_Store + +!*.pdf + +*~ diff --git a/mp1/Makefile b/mp1/Makefile new file mode 100644 index 0000000..3698b37 --- /dev/null +++ b/mp1/Makefile @@ -0,0 +1,13 @@ +filename=template + +pdf: + pdflatex ${filename} + pdflatex ${filename} + make clean + +read: + evince ${filename}.pdf & + + +clean: + rm -f ${filename}.out ${filename}.log ${filename}.bbl ${filename}.blg ${filename}.au ${filename}.log ${filename}.ps ${filename}.aux ${filename}.out ${filename}.dvi ${filename}.bbl ${filename}.blg ${filename}.toc ${filename}.nav ${filename}.vrb ${filename}.snm diff --git a/mp1/assignment.sty b/mp1/assignment.sty new file mode 100644 index 0000000..54ff904 --- /dev/null +++ b/mp1/assignment.sty @@ -0,0 +1,95 @@ +\usepackage{ifthen} +\usepackage[utf8]{inputenc} +\usepackage{graphics} +\usepackage{graphicx} +\usepackage{hyperref} + +\pagestyle{plain} +\voffset -5mm +\oddsidemargin 0mm +\evensidemargin -11mm +\marginparwidth 2cm +\marginparsep 0pt +\topmargin 0mm +\headheight 0pt +\headsep 0pt +\topskip 0pt +\textheight 255mm +\textwidth 165mm + +\newcommand{\duedate} {} +\newcommand{\setduedate}[1]{% +\renewcommand\duedate {Due date:~ #1}} +\newcommand\isassignment {false} +\newcommand{\setassignment}{\renewcommand\isassignment {true}} +\newcommand{\ifassignment}[1]{\ifthenelse{\boolean{\isassignment}}{#1}{}} +\newcommand{\ifnotassignment}[1]{\ifthenelse{\boolean{\isassignment}}{}{#1}} + +\newcommand{\assignmentpolicy}{ +\begin{table}[h] +\begin{center} +\scalebox{0.8} {% +\begin{tabular}{|p{0.02cm}p{16cm}|} +\hline +&\\ +\multicolumn{2}{|c|}{\Large\textbf{Numerical Computing 2020 --- Submission Instructions}}\\ +\multicolumn{2}{|c|}{\large\textbf{(Please, notice that following instructions are mandatory: }}\\ +\multicolumn{2}{|c|}{\large\textbf{submissions that don't comply with, won't be considered)}}\\ +&\\ +\textbullet & Assignments must be submitted to \href{https://www.icorsi.ch/course/view.php?id=10018}{iCorsi} (i.e. in electronic format).\\ +\textbullet & Provide both executable package and sources (e.g. C/C++ files, Matlab). +If you are using libraries, please add them in the file. Sources must be organized in directories called:\\ +\multicolumn{2}{|c|}{\textit{Project\_number\_lastname\_firstname}}\\ +& and the file must be called:\\ +\multicolumn{2}{|c|}{\textit{project\_number\_lastname\_firstname.zip}}\\ +\multicolumn{2}{|c|}{\textit{project\_number\_lastname\_firstname.pdf}}\\ +\textbullet & The TAs will grade your project by reviewing your project write-up, and looking at the implementation + you attempted, and benchmarking your code's performance.\\ + +\textbullet & You are allowed to discuss all questions with anyone you like; however: (i) your submission must list anyone you discussed problems with and (ii) you must write up your submission independently.\\ +\hline +\end{tabular} +} +\end{center} +\end{table} +} +\newcommand{\punkte}[1]{\hspace{1ex}\emph{\mdseries\hfill(#1~\ifcase#1{Points}\or{Points}\else{Points}\fi)}} + + +\newcommand\serieheader[6]{ +\thispagestyle{empty}% +\begin{flushleft} +\includegraphics[width=0.4\textwidth]{usi_inf} +\end{flushleft} + \noindent% + {\large\ignorespaces{\textbf{#1}}\hspace{\fill}\ignorespaces{ \textbf{#2}}}\\ \\% + {\large\ignorespaces #3 \hspace{\fill}\ignorespaces #4}\\ + \noindent% + \bigskip + \hrule\par\bigskip\noindent% + \bigskip {\ignorespaces {\Large{\textbf{#5}}} + \hspace{\fill}\ignorespaces \large \ifthenelse{\boolean{\isassignment}}{\duedate}{#6}} + \hrule\par\bigskip\noindent% \linebreak + } + +\makeatletter +\def\enumerateMod{\ifnum \@enumdepth >3 \@toodeep\else + \advance\@enumdepth \@ne + \edef\@enumctr{enum\romannumeral\the\@enumdepth}\list + {\csname label\@enumctr\endcsname}{\usecounter + {\@enumctr}%%%? the following differs from "enumerate" + \topsep0pt% + \partopsep0pt% + \itemsep0pt% + \def\makelabel##1{\hss\llap{##1}}}\fi} +\let\endenumerateMod =\endlist +\makeatother + + + + +\usepackage{textcomp} + + + + diff --git a/mp1/files_data/ETH500.mat b/mp1/files_data/ETH500.mat new file mode 100644 index 0000000000000000000000000000000000000000..2221bfbc9df4041db2c0511ca152db3448462b50 GIT binary patch literal 13539 zcma*NRa6{I6RwLBg1fs0cbDL)f4- zT^F^w?|QB7dipIf_L17*NVJ-nGZcZ*bEhaE(; zVkwD37XU4&p34VGNZdW$y?0jdt_D#Xni##!5X?p_yG-ld)c&14zH>>9urR&3Sxd6( zp``a-Md-0}5DlN=RVEofEXBO?fPLx;R(|(R_$#$S`IHgtSDhdtZP_xY+5|(eXwC6@ z;wwAQyD)~hwort*qXP@JCFPJsbHYL%6#2>4W8|UY>R*y5vj57Jlg}*fDh8r{VBMz` zE-UyN`cieDUQ6o1`wz5QG`umo66FQwZ=0ec(U1!-eIE5MGUyP zFc)YRSPsZh({LikOGy5hJNROHZYA3>=i9}4-Me*Nt{Kc+V3VlOFk1nn_nt%SIgZtM z;+o9ZsbB(Ol>L^Do~ANO_nVZ1O`do0(XgT>y*%a-R$7?Pi$n1K*;RMm$wCpN=-q?u z-Sgs2_G6zQy3)Sj&1X4FTmG9?gp6e{Q?h>L8nY7||s@zO!6tM);LknaHXq7EdKT*e)v~kZ!pFWj+q8*6;X3a3H#o=#zj!gPDuME|7N5~@ zBe}sLBOnfs#ahk_i28xC?J>iRzUisbJa4p8xP#{nw7*Nl8vB~q_G77GjE$}%32_VH zu!Z$PZza!!rYV(!;qB2i{%a^zv@|zEPaog|_&^fijeS;@qFO^kK)SA|2LI@N`ARj@ zTfvO^0C)+DVL z16Hjf9sY99x|VHZ|M;D+XAU5^Sljj#6wbe;L;PJh)lK{YgQ%Q7ebF*ryEF0g`={_6`#g+br_4JgF)Sh6A?kKTJyS16xA zl=^ikffNpsp!QDl>9^#WT`MB&P&0mx%M6yAdY=V672~v+<@o@%bG{?_B(a*m_OdOX ziu2#wjWb<8fxc-;B0T7r|&)x`x^Yo z1tW)~agx>pqnTlc`+XA*a;XNKCsBPH}fJOAfEjQx%KLDSj@ia{V~k z%R~^#-0)1igBufy@dYU!J-i31{cGALN8%92I)aK^g@uD9&I&3H#OA26(lsMFS(>AR zs3=NPwUCHb<$I6S3Q9>MkAFS-Qr;U6nQ+gY&-B0U;*MGT`IFt{D3~i0UsLZ-bM4;* zKj&esziy;(afRaf6d40fl`0h4K^=s|h1|w@t%=gKVgGN;b(9~02JC~yednVH|N$I0GF!LPNtOZ(HtZAu6-3=9-HqCb_msDO8w zk~Lo=XKxA%hjJ76jDNiTiJF=k9VhjU(I|75NyI&37^Gtfxe(y&W2o%n3 zb1i%$tiDemt)Pg}XQx%fd)y_k{C4Cl>3VqU|3egtYRIwo`YR&H5guq626oMNQvJ>N zEa>~XIf!yqh~6Q9zLhKDe&EesjmH1nj`nUKay_5*ONY8)u-{=9xDztR1;PvZ-_Bwe zxE^BSEhz1;`tR|zBFok7!-Q{Fg7cd4Vjzh=5g{YzZ%%Hl_Z5k#m)A86vfR*Ct*7V{ zT7jR4w{wX_*{3P=lC}p0)@O6=a;+mFEUhB;fcQqq; z%Jv-6;d0FM-1|1MwfkG>VaJi^nCc9S!a29A`0!9A+&=m%9r!0(a^10byVEh&JFN^e zT~yolAWD)BOs_SA^?ugxDpXxQ@SE4-{N9uXH&P+R3U!L&3H%7XZJ>YL>T}mLslM+d z03`~&bHAV0q8o95P3Iq*Psa>95#d{bNI`++#-B!2P-)xOM&61CMYfUzBtI{oWjWRG z3@g}H##FqmWWFs~)3Hol<<#k-KR=>Du$Iu=?wYIejPp9a_zlTKrjybR zwu~&H4;M?EVSWU*0$-L)pZtcep8Ph^*L!&pq|AN^9t5j|?M?04*!j<4%7^U?V5-NP ztV4CfK6r*9>yYyT3oau)QWAt-$$9~_*TId2q1hmki+9tt7c(aj00NF3+__TmNOme2 zXrC-oxxj*LZ3ENKK3nY{F~Wyty$QQtF$jo6UWi6s*mlO$rH5SOcCD$e%!twAF!{v^ z@MY3Xr8kk%T`Wl3f5nXKm}*>+8f!RgQuB*v>^p|K2-Adu8Wqd$?n$#W6ka&epO6%4 zrSl(|PAqy-tXs21K;j4FVaU^Rx33d@lWS-m0$Uk82RVDz0T%Z7ye~fgORJ(YNBFm8 zQZ%)D$ZFA3bMcd#9b{%#G9!IsMSnad&X!ygnaWf?)P{AB{9?M8-t`|@%mG>saw&#P znyEX^Cx`d<`F|gc_}jZ9F=>+J%;Q>GH<8i|OrBcYs^sJ8Oy4o&$>PclkI{U?I4?ZH zBB>yeM{AlE6rnZi^G_reHBfghwedqZ@#M)Il599jPsTY8OadC?;aIx#@`Du+UmR8e~>RAt;n)bFg=8wA?j*TSh z8^7%9Az)jRF!g&7UJc0jo6)Ag#l`9+YlA?%k#&xnO6k5D9&!WaUjJd&`^JFR{BC#0 z@3}g5O!S_AlaK@p5dRs7*~G=QWZ8^4ZkpgIQ|GJHgq5X+kod5&QlMzS;|iFlwWe?V`Xu7t0L3d z9*DkacZ)+(LxO&ZKx}kjDVh}iZv61@%s!$~b- z)0-ZEiT=rC-6*u|>2k)q-625C-hoRD zZYMLm>?S^vj3-{*gOiCMB#{CVPtn>Px8+2v`-JYH*f<)B-vr+ziJk+odIv`d zbyAkzX4$-!ywVSN2wn7jiA0Tjg|4N+^e0eqO0g)}C{oytK%&=>{2fLlU|QD>*%!9| z_m`;ApK{&g$Mdk>P}9w?YnnLV@?k_*P|Tn_!Fj&G&{{7?=p9SB>8!7 zUhxFN`5MC(?b0+GUh&P_1BwFNsN0p}2Os8v5fJFc#hYWz1yBe32<>^Xz2*@cBT~Uz%<-)73hv!dl?_}TN*7bVW#tvGlvmT zZM@p>N$NZpOCu~F6Ymxmi(38=L56Od`A4G07In0qWYE0acYYWKcX6E9&ZTH8rV%+( z8}Dl((^LT!7v|TQhQLTSKC|o6{tr7P+_E_e#sZ$fZf(PiW)7bEB$3dq!JwTmb?d(y zEMc4;ZCzYs!X8J%L8rU@7lZXYA?UsIpU9zPGN)tEIAmyV7_<*rf-iZuDTbx*)O`|5 z!dOVO-q*X1aN{FjJqo%p7_=SMZ)7ikP<&^&f6JI~d9a=tH9nZ+du`wiyS1idMfC(a z$fd-MvR*ij`u=Cct%X2PVf5>U$kUV2YrVdh%C1m<6i0_42{ZAx)BKMPd$I$n?!2SJWVy^(MG3| znD8040fCKC7eA0@CT1^LUkWv~+8u=(*?36-_EE)F#%qpM%$t&|2UC9Mjwb`lf)|-vl*# zlgl|8CCe)MLj%rBKs04l+^ryb!&GgZQ0$HdD&j^VtdK*?=$y3dBi3Oj>&&0C&08z7 zDa;8K@EIoqUAaP!vt5r??|(H^mLug_{&IY(xH%E6i?XrfRu{0sV$YREK{xrvt8Ou> z#5_VT>~)DUYE*#pzQk?<^}R37ca<|{*8hF3!bx(&Ao(NS_zuJe6hJn{tg`Wd_7XYAj2@z2vvCiHdlwuBH(Zsro zE!v2Cz!FqbY0y7T!fS7EWkoymgMcEb;PO$imZuxeZ8J#{{T*SOc_TB@-L3w7Yg%XcEid2*W?Ix0HqFvtA8=I!3je<>peI}3 zX;TghU_{0Cs*T{I5MnqUkk;ZqQdekBTZO))8o`Sh@M(Z`g1VES{)(O6ps<9pQ#uEy z*Ul&N@5x3o{o)F^KQB8!n|xbO1o}!rDX|X{@qgbE)in{w1zJ$YiUG1!7~16TMv$=8 z9VCq3P@s>5;(<0hK^Cy!@*zJTzPaLGgEkCgIf%|@f$!Qk{lw2sco0%_iJ~p_PpTm^ z^k+{x!i|#F^7HE{9`9M+mjTZ{V@7I-f~8GNR4&ylbrNfa?Ke7%y=<~h)wvYLO1Dhy zw$dB21RlNp4zf-LrI~}_BA`4JIV!kJX(gVa-L1-mf(fU3yk1?B-ja+GsmBez6Bv*W z(mG8(KFDyPO7wTCRP0@GNRY`MaCLMTC(ygv8ED%fj+_b0fjdZ#>oM-U2^_?z8 zW6_8)i1_v|j+5Dyd7s&Vt1;ipc}mHh!b;V@Z(rTBXAh~mO(k%lRYO64JCj-tH2&OO zE>5Ur47KyVm)zr=@hC(WWi@7QR3w&wY(8AB5E$usU1U`{4U#|kwyzpid>X2IY{KuW zZC+)iBxJ?>9bns)#27n^n=osgGmqV%-+4jnNDmRmHtG53SYR$yD9t0Isv>0RgO6;P>p$?%6Ve*A8tV+ z8}%LXNLLOKeg;RbCVCy&t|C9TU$ayr+N%tX2mcBG$-~7|=OW$AUEylz5jA4ILU+MU zLEuE0l8=vja2XYkITmkqBM>TNzJ`Q11d9Yk6Zw_G7sYs4p@$4Ey{c%%&eirqxlRIg z-1{fHjE^=cgofF$g1_}UU*oj$BqFj6;74x>SF#&OM+W4!Hj1w`(L~SZX6uYbJ%s4@ zHw9|~U&+@LrdK>{^;V0U>ZB8be#LHw7(qu?MCgYwrs%T&eH{^{S2V{&0`FX2K$^N6 z4c>aAbIfB6pMDp$Ml8#rga+`Jj18};5eF$TxwY)2ryB2q!_z)xXeqxjRLG)j~6J+@vUU*mJ*&@IunzqW_T4*0}M`Rbr z`rwrMHWpRoS>LXs4(GA(pTLuh5;x_QY&p^V?9!yW34EVvT5$$wo)F4&$;kUl&?#SG zNQ*B+KWkbL!HMeFFM)od*#yu{3;Hs}?0lq0I|STZXyc(ZgxElFRHb{(7+i~bXM>YI zBXr_>f&VW!9)Y~|k$V(eSJGTPZ-%wM5`AuemiKN1C(?}cNDyd&waM5MHHWI|+g5l? z`zx?gAGw6E_Y2G`atGH^8Pd9n=p>rRC`ah1gWGnw4 zj_MTg`7+1CC?=OlQjCjWQ~GWm|2ZkH1Y1=BP6MR){V>K(E_ZRbxNCE&1p-g~RVD{Nb{@s8Y>`AM{XbbSS|-uq)Uk zZ`2Jy4^|lV3-fleeYfHSQK(SkZbfF{>m#gBwyOaog%hh1qj9-IJXJcFJj@dkcP?QIjO9+9R18-XOY=JfQ#RE)`g#?)wxhzg{R-bbtsC6AeC-#N7dz|s_@9a49;4lRmFnD-IdrKdrMUXbr6%juPVw+MD`e4N927(Zq z()DihQ;acBAExgo55weI#MJ3n=1O#W>ar_hjbB8ydB($`Xg7t+*B@MLGO`2VP_moC z)oZsRA2?E2TnOq&kmfLlHO<3a>(|AbBht3=bf)78>uE>G5hGL+aqH_&x?$&UYS{W@)uTJEeev&|WS`Ve z5&0Yr4cehyA5;y>ZQC-}qyO+j;vqydS5%Lz^w*pzpT|{2R6ENb9W^eykAKp1% zABW~^++p8=!Z7eppJ7G+ziB6_v1#jy-+`tRAG*UI;T?tAj%bG3MY(JfXR4dlyHj%6 zYQ=^_8=_Rnhy$B}1Z_TQ*$uszuxT&JC`=Z)llXufXubx+CI`zk@$YixM!75JgAQpg zz3t5N_aHflgvksvd_m)(06#S4<8_T(1vdI`314vKs#$-unA}CEfRY(1MJi`SR}sy)YYpb{$524pe6zA5rB$VUuF3Z zV+)&<+vT?R20Xg*=ZB&d^LxVlw=@G-e;9bYEsVU#4YC}IWac{wZja3hurF>dzeJX_ zhuxt^^#A|4;X8C$>!@SW*jbNRfwpYIbwHsXyZf9E<;@%4yCM7Urd*acxq8E*>y!}1 z0RQNFiod>1wwx01#h(P6F^X5JxAUb9YZkYJMtu6H+yB%TOeO~ZfK_!^J;i(tu;w+~ zS{(rM$|hDD6EvFlTzw7n?_MJQ<^GsFyYr(WrO#36UFP)MU33P#Gg{`F-Vh6d{@0KE zpH$s+S`x&IvMx7jQLhdNMP_IA!g3#?!LsR$vFr|wYO>*2=qpcjW8eaH>=4Py#DIdHbAqLv*M-GYQ>Y2%q1@M5AH@DlfXpI+}ImVxv2ZnSw(1joe_)G8<=UuRfe6dxOS zV;)nqsgf0fnM}{Yt33;YevUT1?<_9bkLaprpr+*IFkTePN)t$BxFX6R6HJPns$MU`NVqF zi_ISPJKnt`bHG(C>6m`XY8#SBmbXf9{P3v)!C0#@2@F?uApA&xUmhl(CsjOyR$HLn zv(@(8ZuBO@8lEmIN|=n(GSTit{z}ODfm(6ySNoJ$?q&V6w~Q%5?Ihr5 zL}GQif(rJR0Tp=TV_e+?L~9}^Xiu;7gXYj=zIwUzO+_G9qB z$GMP?#3a?+kYfnr(+-8h+@(s&P=U;LizR^gq2rnKAlF(^}|YanSrizhH^UpST@%_HA-yFY6_C4;4t?ahiPL zk1ln2ciccc4j3&X%A-5UdpsP#19CqxrlQkMdY3yhhh*c3?6t7X?TUWyWu1HVT+i#W zE&+I1#`rTmjxag=x70KJ2HUq9c;u(L(O!`uhqFD1grAcqRLWj)!*RJDDD31io0~^( za(|hT8AM^=oAhx}F66Q;I5Ip&JNPa;)Q$&4j`ld zps{YQf9#;`d1>mPfSbIF>$Jhm>51I8OrA$@B*awhv5&)JT0IittX2mLd*z1~V4>#t z7MlDBoSqOoS}#X1Tcrp;PWq{#8O5uRlsk2TdHCO}>6nM8GLz zs0F%kSRP@v=3`112>ivozow*uz3n2d&pU0>KAmjo#U!*=>N!jQ97^r0)zc-IG8!W% zWaslnLpu<#H<9-!HC&SC zk-ICZMkOB=9=8Kzze0_B+n?$nmZ*_VG`l_!hRmH$8FBZOBwPKvd}b%t|a z9Qx8^lN`ZKmo(mZl#yL*bB@w=(WIVceMWnaMjy8VbIaMl5{#uF353oC%^H5H%VG54 zTO&b33fg~QGY0NGJec0RSouKljV0LoKaSrH0}k`V6&C;eO2w&BH62vW{uim3$*n&y z@jL@AfN~85kz5xV4{&772wB2SE0uf{t_sDTY@xefc?vHuv}h31b>f_&ET3|&pUwne zIa3-=t48QKTXbF^Y~_Di?Gsr}hQNMbW{48tNp|c`f<}eR4y(zpMlw#O|4OMCkfd5D zS!vJ(ihk}$;(uQK?K=7WuW~@j90xY!`vCClxsA2b3H-QTk3HKO?B>w062!8SU9Wr_ z&UQd}hq)sxsk@%CErNf*h| zLX~T~TzrXl0V8j{k$b7lXe**LIVeoV*JibebrROFI20(jtq}7^$W+EZ%szy6*?Gbl zRyG|GMS*9|S$|ifHLGM8 zt^2xw5x4xv2?hC-bQA}bzEkPv7uOff@e+;I=6qsaeY>y-&qdh!nQv$JMV*bMXlC8X z_6MjU87>#=XeH%|D@#n`*@2l0>Lh$pgC)@u|olNNxLWtQDgcaIJk;PZ`k-(Y7x zyjv@H;w+wY>O*dzm+RA!h+4kT_%Z}{>O*nBuW8o63iLKYS&LvPy1fYmQeJX=KuGt3 zFrEtqZbq38(sR(<8quBQKXd*xR<{#!IncAr;FQea7j3$}fyaNfhL8J0x*FNr<10$> z&RbEz(YnxT9RCI$?*I&T0H9MHs|gP`57gHWdw&BQN-NY`$w9uTEqXJVYwu)8eUbSb z=am*d=A>3^Y&H9>7D{b#tCLsW{3?l;x6n*c%DUs^{O^Zq-${_cj#bssE0<23ss@&s8GHGG%^aX-7#bl|;zN6;+L1UtwHKFCSnWwD4i zinr7?b|0zVxtca-4~c#veuC^EPoXko{KsxJHY`K!Q}dI*_iR$)v(Tq^GW*+a%E#&^ z_?}k6!zw3Sf~hY4)VbGPhM%BIrv)&2wIRsN8r250ZcU2eh~{~O90!}#A&*2OxqJDw~N%&r(J6*IvIJINr776M{8lj?veBC1v` z9yX%PXf&SW*YX(iVWmb?C7sx{azaEz%?7Vuk2`&Qxz_QWbjhKT>|npQrra0kiRaTHP7M=_1SfU@&;21nvDX>4GJoZHqLu+pCis1dhRd_A&a-F)1VC)M?>vqik z#Weec5{jpV*W=f&B04|K*xvQ1fc2!0`TX6l7$v;OZl6%dl!zx?iDESShb)99zl97} zDbO>2i=eGk;!8YW`ui;`hfI~tHVyBf@2Ei?;LPe#sVsK37!0yepe2zP!YLIme*k$8 zx!4S$UF|zw?HONL@LCW}b)4*sR^J6u>`GGXn^Ej( zQdo%Mdgn1_jngskL{zDO6bsCSd9o&03#|C(u36`9L^-Z$IBr~d+felH-7ws;0saIH z$+E0gD9Sz&y82_T#vqUH4XFZpqq#k!XH*Yj_#9x8og?y{L$RG>c<}>T@grRELmu&C z)Rm^h2YXXmlUsa~J9OYJIq(i%;ucrp4z>T5wEqry?;yI7e6tx|M2jv%m}7rgbLqi+ z52%rszaC-qWzg|rmf}KD@v#KYuNm{LiSo@22H6#>TqsLgVOL{PBV$;hjO?&#U{AXY z=Xcc*wstv*yer;vm85FoAA(lJSlKxtfJGIqasa_db#LAIL!~-=Vkvck&GZf3VmPi~ zN}6EyH^JY3ctN~s$7r){pZokxd$r<*PMs^Cc={)S zI!~^(cgC@I0ikzFrgyf`v?axz{(uxgV-`K@A-=IC@f0Y}FJV=GP-({$-|3d1T7P)6 zXSllu@a8`d)wtBUD4$4qhf;V;TzH3Qrw{PuZ%E;IiLHOJ!hI#};}$7Q9t}u3G_U&| zvmaUCq<^4?KQnRQ{(<^NfVy9gTrJngZ2-1hX0P@z_q^n9RV^oLsZQN1_({l9Bhvlg zsKo!o&S-a3vvKUcoo@n4&IIYQJU_j0ixviM_jDHW>=_qJQjApP%DbE$YUaIa=H0vT z`6q_24)tnuU@FCY-1!Dx#4Lba+D4&X@6PpEZR*pGNqR)*EEhM6V^(f=?}WBY7dLJq zNYLNHO>u>Ihc?+^=X+1e4yZ35v#jbpId|17Y&X-}8E)s3`pGw-%ejSmP{t^P5(qxh zO@J@)f5~UO48)VEtNkKxmPncSQi=A&ytRry2goA^TI@k#ejI{$Xll4V-qmtf5&0@U z)65OPO*WUi(OKg5TjTM391kD)^OrqPH@|O}W+C!rgq1)Ttj2$@KnL~jE%mxQgW&#` z`CY7A+u=!)0d9;8cppED$1Bz7QQ2JW1lLo~1;9QwqcV6}AS0r#`N@i@@^X15kd#W9 zgUK)WZ0<$2Skb1oFCy$GYJIM$L#AiJ6434Z?QR*gVZB(x18Pd__%WjRQNefsg31V; ziX7TEPW(kqavo0HW=_(n1_IJXl-zlwbqXu?_QP$-kZfV~pS1%@s;Z}n`Vq?*7I~09 zxknWNE6p5`Oz(NaPJ~N>7{_;L4TVEPKBG~9dETj+gPTS)&Ge|~Gysk@{lhq(o{1ml zNkzC7StqmdR2aQlsx`agSZlch(V!81vk_jT5w*J!*{>1v%>@S8<&(S%nhO~KCA|ob z(dDxx6X2KjF52vV-ky z06yi2ssF43bLi)6-E{=Vb%alKgen=1@^KOVb%tN=h%xAJpcALu8Wp3>6B44ZS}t0t z@ZgJxhfA8(T&wFm%KMX_X0IO2EW~$9)DAcs>ug=w;9WhpD)?P4-kkcdCr+_TU9iu# zQ;ZMVw6)bv@(Txe(;Rz89(#vmdPl5!mrg^Cty&1cY}8YKdG7VQ`ho`J{fDgm2X+02 zz1|1Z--jrdKpZMfKeBcT+Z*yZ1YCzw=l=yBGEBH^eA`+JgJcF&&t^Pq{yScty4jCA z)r0rD1nkT&xL+ADfD;0Z2){?Z+B;QD-~tD&V{%3Wf0l{~7tsnA^K=!lbQO#E7BTvo zaYmXGMbcuHVo5Gh_cyMaO%N5`a{?=-RSNqBUM;AQCeED^g2bf zf3_#9?!Cp%UKSs~l>bNWU#zdH|MzMKZnha^5iiD!OKIdrP4`BOzp7}*Zp-@#XtGAr zG@1_A4eoR|iauN0_=DzdMAox^HeJnJBm*$mbsQ@Si3u=-C%5 z498KC{4&WY^5;E`_UKEBoB5fAEz8W}gB>_@%iR8dVPXj0D!{dX*t=Et{&`KGnB$Qy z_~w;1^MD5)sUZS}b=;lW{nv*}&El!!;Y|aZoM99KfJ)PZK9&Ld0eFQ$`-FjUzG$r+ zMFG?VW?UJjUoy;uz88I7){7yj8IrRfva&~+n18|aDLEQneXc$QuQK~MMtE)OIjPsdjDJX*2H4wB`N{f*+7{}q`RjmB08#7`Ah0mz>Qp<&9 zNVnGVEa{MQBfI2zL3|Rq0gC?h+V(efCr>KH)T^EwUZ#wmW&)3<9FJxa7`s#$dz^_S z^ACaQLQ($<1e;-c!?xshL~FL=XcB`h==zAner`WVFeJ@p=*#Mx!%@q5euC|Et!tn| zg2*oyhb!0sqotgdqlvyLhPM94qC3rHtaOpXP4J(9t)&Q;rS%1dH-u3;-gx=tR7dt) zwrP*J!`7An$okH)=1y(V!_rgy1};CiRpqLsD1h8jo$>N&@?b~H;{+%ji^gYE{J~sT zOup&@FW`dO?t<*)f{A&Jm2^#{evLPGO~!GJQ-4iia*YqX7K>^<5QZWv^SRU6Q`jHO z9eRt)ku4^%o?!`z9}eaOU{q0;ANJRe{#zBj=u8YgHU^>Z?B~Bd`J|S;%z7B!^uy-* z9sEyx{>R}Jbd_|E|6a7jiz{Mm>~EB#6+?XoeU?aAS^<>_RsgT7JqeNa_|T>=ae{FX zp*_Bmc}XQQGtI#-o1?=`#6EYWvR~Zh`m&P`g&=7s~>uEL?U4OEup7(&%$jt zKL`{GehMmpxL`Xq{1ngEVDmFsh!z?|k&aN5=sbdZBQvqt<$n zLxCi2^xw_+RG8#YR!rGeit)~GI{zS92YPw1ey{7h+R#h4yXf1HDZXI-5Ey^Bs&-1* z!u0xJdG}{yd2^}t{x&ssUWC*f#iv(SjA5Oqx;jWE;HM{TNom)0yhR|f0tTNSPX`dm zYb2RDo~@0&)Hje5_$QFB#Tcz6h&Ak!Y8R9IN9@+h;ir$hV-d=uTb%+Yv$W0^8el>y zNX`J+mqILw(Wiu0$QL4F+iT;86{SJ@vGvgC^KUHo2BK~d1ZL^2kK;JMTi$5?bt?!Y zCixd_K>UUP{15tU4W%d&d#v1t9mh{|Ctn!@2kGBqH;K;U|7`oT6q6G=V`ET0N_e4L z7&;`19dmdKCJG3BtUtzQUbb?5NXEEvzQE@#Oh*1lD9;sC5GKlZWpF}Xe1yj8o(v1vYLfT zyECfADxac99~*%fOlEm`h6Zi&jbk{#q=_+KqrzCom-|0*zG$kyr<}NS}`!rIHnrDF{G{jC+l!ui=T88jeyTNABQ%2EpaPi|foivnIYclAGCAgB(>(ZRW zZpkt9YtbKq5mqfAOtep)#OLJ-*z^o>U(6Y}uenx+ng7m*vWGY9iA4+2QIj(0X<#C= zTO2rNM#;vHStv+hteBHO4ktQp3GGX8WhMOVL7*jwnW@B;cOheRA=&DZKQW=zn$oMsK+?Gx7L*Q#enykodg%MHzVD7bl@s4IhGlE&c6|$lWDRDR#aDrn!+D= .005) + disp(k) + j = q(k); + temp1 = r(j); + temp2 = c(j); + disp(fprintf(' %3.0f %8.4f %4.0f %4.0f %s', j,x(j),full(temp1),full(temp2),U{j})) + k = k+1; + end +end diff --git a/mp1/files_data/surfer.m b/mp1/files_data/surfer.m new file mode 100644 index 0000000..51bdecf --- /dev/null +++ b/mp1/files_data/surfer.m @@ -0,0 +1,149 @@ +function [U,G] = surfer(root,n) +% UPDATED VERSION + +% SURFER Create the adjacency graph of a portion of the Web. +% [U,G] = surfer(root,n) starts at the URL root and follows +% Web links until it forms an adjacency graph with n nodes. +% U = a cell array of n strings, the URLs of the nodes. +% G = an n-by-n sparse matrix with G(i,j)=1 if node j is linked to node i. +% +% Example: [U,G] = surfer('https://inf.ethz.ch/',500); +% See also PAGERANK. +% +% This function currently has two defects. (1) The algorithm for +% finding links is naive. We just look for the string 'http:'. +% (2) An attempt to read from a URL that is accessible, but very slow, +% might take an unacceptably long time to complete. In some cases, +% it may be necessary to have the operating system terminate MATLAB. +% Key words from such URLs can be added to the skip list in surfer.m. + +% Initialize + +clf +shg +set(gcf,'doublebuffer','on') +axis([0 n 0 n]) +axis square +axis ij +box on +set(gca,'position',[.12 .20 .78 .78]) +uicontrol('style','frame','units','normal','position',[.01 .09 .98 .07]); +uicontrol('style','frame','units','normal','position',[.01 .01 .98 .07]); +t1 = uicontrol('style','text','units','normal','position',[.02 .10 .94 .04], ... + 'horiz','left'); +t2 = uicontrol('style','text','units','normal','position',[.02 .02 .94 .04], ... + 'horiz','left'); +slow = uicontrol('style','toggle','units','normal', ... + 'position',[.01 .24 .07 .05],'string','slow','value',0); +quit = uicontrol('style','toggle','units','normal', ... + 'position',[.01 .17 .07 .05],'string','quit','value',0); + +U = cell(n,1); +hash = zeros(n,1); +G = logical(sparse(n,n)); +m = 1; +U{m} = root; +hash(m) = hashfun(root); + +j = 1; +while j < n && get(quit,'value') == 0 + + % Try to open a page. + + try + set(t1,'string',sprintf('%5d %s',j,U{j})) + set(t2,'string',''); + drawnow + page = urlread(U{j}); + catch + set(t1,'string',sprintf('fail: %5d %s',j,U{j})) + drawnow + j = j+1; + continue + end + if get(slow,'value') + pause(.25) + end + + % Follow the links from the open page. + + for f = strfind(page, 'https:') + + % A link starts with 'http:' and ends with the next quote. + + e = min([strfind(page(f:end),'"') strfind(page(f:end),'''')]); + if isempty(e), continue, end + url = deblank(page(f:f+e-2)); + url(url<' ') = '!'; % Nonprintable characters + if url(end) == '/', url(end) = []; end + + % Look for links that should be skipped. + + skips = {'.gif','.jpg','.jpeg','.pdf','.css','.asp','.mwc','.ram', ... + '.cgi','lmscadsi','cybernet','w3.org','google','yahoo', ... + 'scripts','netscape','shockwave','webex','fansonly', ... + 'idref.fr', 'purl.org', 'freedomdefined','wernfbox' }; + + skip = any(url=='!') | any(url=='?'); + k = 0; + while ~skip && (k < length(skips)) + k = k+1; + skip = ~isempty(strfind(url,skips{k})); + end + if skip + if ~contains(url,'.gif') && ~contains(url,'.jpg') + set(t2,'string',sprintf('skip: %s',url)) + drawnow + if get(slow,'value') + pause(.25) + end + end + continue + end + + % Check if page is already in url list. + + i = 0; + for k = find(hash(1:m) == hashfun(url))' + if isequal(U{k},url) + i = k; + break + end + end + + % Add a new url to the graph there if are fewer than n. + + if (i == 0) && (m < n) + m = m+1; + U{m} = url; + hash(m) = hashfun(url); + i = m; + end + + % Add a new link. + + if i > 0 + G(i,j) = 1; + set(t2,'string',sprintf('%5d %s',i,url)) + line(j,i,'marker','.','markersize',6) + drawnow + if get(slow,'value') + pause(.5) + end + end + end + + j = j+1; +end +delete(t1) +delete(t2) +delete(slow) +set(quit,'string','close','callback','close(gcf)','value',0) + + + +%------------------------ + +function h = hashfun(url) +% Almost unique numeric hash code for pages already visited. +h = length(url) + 1024*sum(url); diff --git a/mp1/template.pdf b/mp1/template.pdf new file mode 100644 index 0000000000000000000000000000000000000000..6f50a80af33ba94a9ff5dbad70b0d571bf267276 GIT binary patch literal 146453 zcmb@ucOYEb+6O#(i4r|T^b!QoMUCFuXknBngTahCx=7QB-h=2}LKvM0(FKEu77@Kh zuMywooOACv_kHjCeSdswXYcv#)tXms5NLec5)}TLt4ux zA`6DOR&v4=YfjuxZ?C2*Na($z6o^ER#hs3k`s(p3(jU3dXt2wb^o2A#KQv0+Q9xOw zXqodROKJI%xAHWN4JRXw<*NkAn`;&jLH`7$a#hwZEWwRE)o^|Wm@i6_b~?c zaOWi#^M_$_e=$n!RH=;{_!PIvED)-!3Qgaw@J2f5UqmHuQxlK|xt&uSp9GGJ84vr> zQ+tv~sU1EcrE$sYAs&*YACJ|>)>j@J89otNiQhHAQ!ls|O+nh(`Rx7!+=nD11yY0e zv>&mZWKAyas|sYkZq{;+*DO02nRvAwsj4VPCs2{VDP#1VLRNR&eQbR1p@~XtSFIJn zJyiJIhp=0DkT}K3HS~>(2l|)e4PFAfZq=5Pv^Yl%y z6^wjHcbiP514Gq^nfF1YL$L79PgNDhGM0@9%h#I7(Uh`}(dSxUVv-*j4$8Zq1nWsI zcEezZBi&cFO2xUU#r6=#*%s6uUPEXTNSw~5f@UG}a688++ zc6Iete!k?#8dnPc(?AymX0M}Y2p@ksif1-;pwJda;iZ8sA)>bUX0|Ezcv1%I6Zrcq zzVwTe!WE~Lun=V5%O6FsuZv8+At5$C>J=*vsXv4cys>N(l%po>M_p!WPVycR2YMNv zPBb|y2^>$$XWWOJD~S_}y?fR`dovBPrzi>@mEdZ5>~vRJ+tz1y`Nv9jH;tL065hUk zmAu`k@nq6y7zFudg;O?yZs`qd)Y3#`R1QcBbLRGI+2JQ)0o;t~q<|AV|W6Ab7Q!v*OM)X;FHeksQ zmiSo*t)Yd#Hmv-W%HyV`?JC4yNBP`YRu#8S(o8cpnV6VFiGP%kyY=HOn^*ueca+QN zqwP8Cw*Trt>k;d4+;cZ}dzF=vY`JRddjcJbi%RdZK0@YNa@sdbe-Lbdhu)=6cFV9x zRJ&#NrI->U_`9|U+M|we(A!*PWL$UJpCqoHDD9AyRE2LWf;b054DiO9aXq+1QaSaP zIR|i+!W2z+xXa_n=nfz5;@NflzUR%kBXqtU^Bs?b2fQA9^6Wf@!r{KWSq$2K0ngi^ zElzJw{=@-SR&XhZPKN&Wr?UH@B` zVOAtB=xf$izw4G1rX(czQDY-537?;)=fh`7u?F6oKL3-w$#0)= zs=j=oJS-L0(;H|zW8I0nA9fIarmwVlY4vdPadBVi>sZrVDo1pl;4Cp?MralFNE`1jL z>POdampQ)VE_`F6Dfe&Ht!=8g?sID55e0#{xnSZ~3l2f`os1+-$Dti;Z7vgN%3&3^ z+O3&^8?d#n#C@4=Qi}@Kqxz5X+&ZkpCTANbVR3yD{8EoLW-`=~Digkh)$ixM=&Q#r zvPLkaM_dApLftUGD-Pd}?V-yZF)`ek(QdZA)%Nk!1QBG8h9Y8vw;*9eXqx8H5`npfE8zU=ZW}8tx!#8(GSdXAsvQ1 z=Xh&{`{)dQjg%puIr_@VrA@h@P+Wu;w1crx;;ARCAHN!`rLT9Hru|GMLS}8m^^OU`*RNcLLyTaaAK15nWB%8hYn=wm+?1z>b(ntOc45;b=4k{_NHc8m~yg-}q zrfE=PuX2iK!&sRsmq=FFaAf<%)Fo&qkI{(`im?4Nr~%MbKqUOPz{tSY70Sf_NXOa{ zYU4@BuaC6$yv|W}afbsj5^%k)AwbBlYoPRq4+xr|+E#EV(_KD(qzB9rhOpyvwYB5= zvsl;49;%ImTLW>`UoF%Sb}ouA8&4*|2LM?xA-}x5iw_gzK5!!{d>_aaF(>2)Lp@xO z?lw>lrmJA>Pj0TU8vH(!&{btH5S;Pry1UruLp_-wO#DEs$HZ>{_3>olSAzp&)tJn$ z!neO7Jt2X=1#@nMSEQ~EfZX-34ItcA*NQHLdW8Q|L)R4liXH!(imu5L@?Wdts>zZadvUnceS#CG6@M>%f~Md^YqY# zx+}QAU0o1RgeQ~uzr_)}uJZ5r^z!TFchF6BWi@3G1_lVE3LK!zEs(gbgNvt&hl7hN zlMvs1khr{>7B)8MI$dM-Yj|_)PSj)!s2Y3iDM9MyiTsnxdC)^8ADA5oq@@Mo2I}C0 zFhXIVtCm3LAiC>Tm~Sxu%E5g42J0`3!Fg4B`Gd?yO+mp@7p$YKrm1wz6q$pStE)36 zPzpzQx~qWYOdgq-GU3etz0-h5L3|)mD;p12IbB`Ns~!-5%vZnvOh;d?IRK6FUiJ0Q zvj5jR99yV|4N&U?aQfPM*uVjCq(C6NRU21#PY{TJ4ajHp_H@0%fc`*~P6l8F0Gj~{ zAo{Z{kPTu~fg+&pFdHTncPn2e6)QO0ib;@9kO^={J77RuRr&un!JUy;d|xF-;3V>J z($@ff`2hZ3+FB`IVQ~Og+gK^-|B2VVU`E;ieh30#vbcK6g8{4#U~8n4p&Wqk0l3`G zUD*)8G64SSfK7mX_(Sb+Q*4=??z{A-^592Bnj1ZZJ@ zakNs`1uzGI51`H}SM`B@aOhk;b+7sa?r{_m&e~UW9|AZT>TxYEaF6rF)4|}%W`ZCP zE{mtT!Bty;H(Ucdn6esxl>zMI;I4X=56Fw#>gs&$XMj#{f4L*USF!^#;weKBhF3bg z@{6Zd?n){E26Tnj3^Ky70zpA8AZy@i144l2K};YI5DesXjqE{IAUJR`0UX=|P8FaQ z0yy1)8Xh1gAm1LqOaCgry1#01)y5SlaRJ!@HJyQWf8{cPY=QQFw7crV1vsznuKHcQ z?$_o|dVByq1%?6;5-4{7Z35*E0MY_|zs~Ui_=5xY3P3IrD6C=!ek2Iez2@}~ z96b9YOa%}~tF|6#R%Tk9|Cy#KJ9&fopw+EZ-* zhhG4+aL_ozINxx_Kuo~zBF;F@DuAYOW`JYzU;OC)%^$9Gf8{wa;0gm|{L2IW@GP6_ zoGV*61ILwJ{wJURw%H&3{6`NMSl4u~d{*wdmn#p01Lu`xq1Sd*0q9!+_V56-jRgGk z$~SlckNLap{-E-=5zrmbd<(?%CF(;jh^hQ$L(espYi*BX*PD$JbqClXV(DC6EeZq9 zp|1Zfy|M!|RQpI9^!(oaclS5%=ie{CzkmPRziZr|xW9FO{C*BlvVoO=Rg2Yv)qvHA zH2`7)?i#V$u^O&XIaV`pRQ;>nKRx`9ar93Qzw$SmKRxhHe)Hwmxx^_RA; z>i=aa$3I8v-+k{&zkm0bD~tVq*qGjIr! zJOmIc2@8oP2@O!HO2SE^NOJpM`uJmvU-5A@-mg6DuX*9$vzQ4``j;nM$>#w0f&2BG zW%Z}L|0yHWKcu{x(O`ccRT#v;$ozxSA9KQAH2>1;wTJv;WEldKU?6XR4|hPXSEC&P z%q2|!sB<+FU(G^*M`A#(ZTP>81Z)Ou0co{oh9h6juV56IThB^SbYA>2MWsRdJO;Ot=D9 z`MCVJ>HvOlRm&5IUxD=oq~PM}>wX;@$^lUhlt~R?!*`EK@V)@Bx?ROgS9L(3eZA{g z2!ndS2I=ngN8VM42EqXm0`U|jh!$8?S%KA>7m!K}BnhmUN_aRF%TF?i~x)m7?Bw980i=}7$q20 z7!4Th7`+%H7?T+D7;6}N7-yJRm_(SAn0GKaF!?dXG378dFby!xG3_zkF#RxJV!pym z#mvPl$3$VaWA^buz3M1s$v^r+hDt4Kf#W|PRB0BMqzhik7Cbb?_mGNA;zJ{ z;lYu>QNwwJV~^vF6M~bBQ;1WG^9h)tmvD}7adD{u`-lN{Gr@Jl^~a6E&BT3+`vG?Z zcLDbh4-bzPj|Wd0PY2Hm&l4{MFAc98uMH24w}f|se*>QpUl3mz-xME#{~SLVzZAa} zAC13)e@<|dfSo{sK!?DVz?UF~AfKR-V2EIe;GB?*kdsiF(16g9@EKt$VI|=w!WqK- z8#ivS+<0(9?*{C~(;KNb-reZAF@NKfh@6O5#$6qR2|gddXJF@yI#ImB?+$Uy|pMcaSeoU{SDA zC{Wl?yr9UZ_(ZWpiA%{zsYdBY8A(||`I&NuikwQA%81H`Dub$p>N_NA=f= zmSvWekX4-3jx~|>BkK+uBbydm09zT`6gvUCIJ*OT3VS#EF$X7yF-Isz9mgu?ElxE~ zKh84FnY+YyW$(J(&AmIuh07(*<;0cAHO!64EyC@D52i&l!RiLr@27JDr= zAxvSR*+B#RQRBXrKqA9 zq4-&eT**)=UFn-Li?Y3PnevW`h>E|;2UQ$Z4b?c+3AHl@U z=^8&Yxi#H28?`XC)U^_{X0+M05!!V+ARRTG1f5x3PF*+MCOup|UA+vwWv~D^0Nkxl zp>L^Qs()l4ZxCZJZFtuZY538I)X2=J#OT;q(Kz1t`y>8Gfsgu4=uBWH^`>~HMy7?P zhY%%55@g9t#4N<@i#eyck9n^JorSYSizTV0mF4@#IFF4Vmp=YwrDK(Ab!e?-{n~oR zM!_b^~m$px^UvrRkNOstSDZtWUyN;@k*^b9fI!;AS zm(Iq{Z{hgx$M6OOIl>9i>B8XR<1*sP;~L`n-A%$R$!*77!@bZ0!^7O8-jfp8U=ASf zB7>3hUNT-8UMJp0-tT?Ld=NeZzTCdyzAJvpeg*#6{x<#}1DFGz1C1&+mEf`vk`VWhiBQSV>@e&w zSlH)qq42cu-x0PEeUbMglOumc*+lh43q+?zU%s+?^*Kf~CMy;<77_a;PByMMo-E!k zej!0C0hP#<7?F68WSP{PES#L3LYRU~`JSqoTA#+27Mu1f-64HELq6l}Yx>vWua7fr zGtpTOvnsRiWJhM7y@9>?nxm3~%H_yS&cn^~%3IDi%I_`^FDNObD~v3>C_)r{F9sKP zmWY*J1+oB^zs-_?n8EnVU0Os9IuL30q&bUbgwQ9e!~A zu-R_kzVOlV<8;TPjw=gHkE zuc`Ctr$7)NF?(}1`5XPW+&Qkfx8Fs-x6CWf5B$*oF}+~3u(9Z|_-pCqGVyZq3gb%2 zs^Dt#n)2H4I%Ium!*%0)Gh~Zw>-F~C?V6tte-7+C+F9Cl-@V+6+Na$wIuJhic&K~$ z?FfE!ejIT^ds2KVe%gIze717#{R{6`>IK(D<8O`MGneqo%gbqCr-yl!Fs?3Gz&|Wp zY%Cz*;oxB7;^PtE5n~+3RH66RC zzIRTou%}OaJ1qyNxPs#Iq}T-iR}&G znZbV~fsCOOHIEB@&K(0*Ex}U>SL1qv>=zE&O#e|2cxHg{6hxx2L<*OX+B1S}%+T3) zFqtsXBUJi_AJCJysunu=XCW=p?7aUoHOE?>78Li@C#{OdD zzsrt?YpXPX-_swv2t4j!raODjVX=YAoi#`kBcumYX*s%6u_eaODt%D-)Ii4YE5zcD z9$9Xb$yh})9P+qt_kKBSvyiR}7R-Msk$J(s{M*{t>d3akPSKlupX5z4de}c64F%YF z(-U~z_J3Ce-Nh*T5^|!^RAdzK#p!*iFdZ=>Y?cn|Ctcdh6c&ks1laGlWO207&xm~w z0xjyGYcA{I-sbJ1-_1ECj7r8v(|6xCfsvlD~w4q5B@_ME zPqp|}zu_{v4dM1|pgs^?rhui^O{vqfGYuhk;#E(*2ww48q=}XY5^+btJeZ3Uctf(( zzqDst@v`~n53MlH$`@(pgC``)9z=Mu-3@o?@yUR5*jFJ6XlaB9#wCz^QCrFdGE#*8 zsz2NnL&H(A*=i-qO7B)H`nP+VvV6--xAM)jg?^7yuD@_emx-6l>S)f^FC6vHXcb!c zu$>Z~dNI5!_C>t1lhcED?1?p>O?kMtX~NqyuTGv<8GH*-FWj|wOTrA2!75eh8LU58 zW_~S7M7+}Jru2Wkn&h>26QlBWA^4?OG}yT~Ayo^;$~*)yO9CvNL~${?Xh> z3Sym|4y+7aqlazqEA^*qd^(28muVQzS=2I*J0`A@$G^AgHj$rUkz*tyH)v@{;TMlQ zG)E+s8dg1-oD|KDai7iPX)3;F$OEM&wz_=@Qp44E)FaF3+*YipQ!8_`yXREOz7Vx~ zxVp#mfJM=0LLeO}*8o@cK`W!ey9UseRJ6&zpNyme1Li6b+3o)(H@gHG^!}p4AJuHt zeoeJa#rb`TB8(V*P&_9VBDMP7yu)TjAMQ74K6d1f$~vw2X_V_7E}4>g#M|vLQuJiT zI7Z>H#K-dZUiy;3dXn}=sUe#ie;GpmWfptcKw`=svyYzNV8PD6XmKFr?+M7 zuISVaw4+g{0&&5TCJa)ZBoQ41IaGh1tg7iyYiH)BE~BUzZ?tUvcEiJXRUequ z=5Iog2Bil{->5e1M6~m?U$ApH*Du%>#Ibtlk!v0;vqvCD;o}>K(KW*}q`E&$uTmHm z=GIBB1EnqCu!GRX-MUymCMJ2>&u7eYvjpE~Al;x>%^}$ql14+8d``s50p;;#cpUj^ z&#yoyevytSA|LGT;CSKzeU1e31S5psViCow2}Aha9t?Fc!A z9(OVq&UhKO*EFjOzi7?E5{QO2?cvINFpmDPWkg9>&W*iRvs|dEVYgr24GCw9kE+`Z zXYWT#bvrmFR79}QjLQ^vv-);5-&lE3h%B40mgSC5Xjx~u0L#KCH}pR#rIJeTFhS1m(K|S z?`N4UEr(@@N2;yLTca({`ODgVGjGi8b>Dmv`|i%|2X@k0WA2^d#@bS-ed#B>ZH}_c zN;eu)IHTA2@?*LMbqoN()X2^h!;=I83-Y%Ui0^$nu^=pO#5weAaWqFQ;!)}rPP>=g@~teV1neAV z+(lAeJJ$+67bBYdIV%gLCG#Rr{3v!hs4SBSQ_Dy|S{Cy1kGw|0XT0SRk?kl0XopG> zBW=N8%wqj~ajS=u)h+w}%7KAQzM|)Xndfwa?c(cG(FT?1JEh)q2)e|I=wy27p0QE5 zbDmm|%m}R`Qo^zQkzZ2gK?QOeRjK`+d-$6<_iP!BvH9~N@aS%qL!xcV@O$Z_nTGI` z{L=Z#F;C0F^W=`iV&vH?!(7!o*`ZHvtJRbvX}&#)4nnL41luwB8yW=jPJ6qZV@2zY z&;169yP}a}P_DIFuI>9y>aRr@z6q_##d*=NY*Jo=RK9Mgm?-GfKvdZEm<*A$9~Qi8 zBpX)9AO^py%&p?edj?|M=jZp~@2bq1Yt#c%h6Uo`{ca@sFi#)KRD(t4rCq^Mj~_V% zKjy-Y)Zh)N7f9A%w?f6$k`hbfXwQ|(({p=?T8I1e%zt;QCdXG4%!X4n#zo-P`#Zw4q^xLn zZO*F4W9!1sNQvZMy?46SV`tVBciDRFGV6p{Lv7P8L6&aGFnu*s#%9ETmCujY)8JCu z2;o$baD%0>@H)%DVCIRND5|PWM^;uAp+(m1EaBat}p*lV8jD$#`|m!4QCm`z-T z_+=$gFkP%g_Mt&gT6lM!hB7LEh(GvHd3M&!{PTqbBve@}vOeC??PR4Y=w;oRlEsIF zmA6N2+YU~d%zA`d_2MS_eZua+tS&TxAtLCCf-)PznK7v%HGqSwUpub+oY>UBf*)`n?(A>eaLx>Vl$Bq=7Ki0#9eyPR}fWjy~cTyJEeZ^ za*l4?Xn$&6o2bI>2*TLM6uHF3UTeff-DwYaqp09g=ZCK%ZtN{oDwdgzX|8Dd-<8>N zv4etzi4{@%!{fn%@OCewH4z9W-n(Do!wi!p>fHV=K^kpB%h9dRDj8ngp*J}z$%S$q zD@~iB=uyzokz2(-$q9b=WP|IE50FZAXzNbTgcZ|^4YZO2OpRu}>hryVQY>Q;6Mj1K zIyQDb-j!&nL0)0lq;!b?HdEk3s|yzE3h^SQwMZ}!S(;K7|MaGFRNrt^L=+I}2e6s( zX#etesfwc|-gYn+9p67zwv%kz7HcY8<;W~FvfLEQ?{b~eFSJOCW4Hg!46CG@k#zi6 zF=I%z^RVE9pKX%gZ5VEC(4xY?Hf3$Kx4KN*TgNV)mURP7n0)js-@~W#33};nqnbVy zVr>Mp@kWk%`@1@5$rcNk_15ZP=_B9wIt| z{LQ?Piiu&@I-&+_kGQFc!735sXzWb2T=N|>){quX>W94)j&bltwegEcb|GiZt$ z(IQ2s5;Jf5O}XMPt#jMHQRc6+OEx(pTxY=t_5AA!yR0f=te;*ys9V&u_{OTmjB8hL z_lV_8DQI=&9U{Y0DMk9H4|-g&VsYa~j&EuDy5{SMvG;PqNn}T~In_pU-|iTz_{O1; z&`VG!)u)pZ#?MV{zq(iLFF|y9PY6RhO6Tt3sT56&w*^0jwlF6jLR;vDh1iQ@eji&) zmJ-hrtDZW&>N{Z<>pv@;&L~?}i?UQpdgS+X4R>g&EaFGul;W7AU^@~f$ku6ieXop<3z|TZWAQt6FCl;4&0XpKELTC$C;M> zI=H#mN}5^F-nGuuD)mDt>BcMYs7>S!h&(`fc$@hW^mon=-2M zzUeV7{(E;gqJR2(m5qozXBp->I6W*B_$A&GGM0b)6N{9!LYS~i>l)ZgMm~ELbMoUv z7e~up2#lNkQ*pRhuo{i`Pe_=%(!JrcaMaD|?&{lY&d@4&8~^>SE&s+3O|r1`L6=*j zZ^WGR1Ol~Fx8#$kh&nUwWog7v*ga=!_@FJCpof6$&BacK{jnT?x?E)E*@q4_v)gr} zh5HxR+AZe6Pl$8GpNG z`eRe@YaPGpm{Ep%Fr%`x%%r;ZV{0XbR~zH$Y`x~69oNAJ`K_I=$d?@~!LOjp77I0N zlH(N>C5}rkG(HVz7TffjPu>}^^x{spvt2<$L|@1X-gX{Z`62u88`TS?Y&TDAlLI=4 z`jY}#{H|!K{G*Cb;CMB)faQRYWC`9wop9kX-}KPr^*!FY4TPK@;b-pGtOie7NQ7<8 zdi@(S!!B?o5pgr_gQ4gZJ4crF8uR9z;JI&;9#is~8NR&2(=OfM$i)h+c%#g7@6#x4 zL4oTU3cK`Nf>Nh(6Yr*0r{!dDybXmTCsDlplx6Qq z5O2fb$8zLR6Nt(Bzow3Vadf1IWq#aqj-v3!9?m-0|B&J$72ocD)(*U}Cs zv?^{qjz>>gg(U1H{hqYT+g!|k4fnrotsX+Ois^sL@JP!pCaSc*gq?dPjziH`&_azd zhfk{dw}ROP?n|hoKI9TKJADb-Eg^mQ@M-}3ml-+aTQXHj9GvDZ&8PP|jdwTZe8z8; zAi0E=8oifQ_G4dGz;DB{J~xwDW!7`ckGD;u+>r#*s9DK< z*3%w^s!Kb_NFd180vzOyukB*Y|NfH>g z-zdI)uTdhVSCnfLpv0izzay0`pU|*rgR0PjiQUNqznLf*FmxDQD3$u^4*3B)8iQ~V zvTm{RjhJyw@s8f%+p?~uAxD!yNGPImw#6RFN51PVxI1zQip{EwLTQFZ?D>$4o&{{ zjNog!O?&DPPfv@pnZHgQLda%cV2w}!2=aoqj_z4gSqeC_#dBwV6yw>*#CYPRaw z8HEnQ>HnN>ZN##7;#bZJb-ouXr$hHVzrS@Yk;NT;{m{z$vuyRAVcdD`6G-fKI;kg% zitCU|bY<1;oiZ0Sgg@!?=!o5=mX~%mj=Tlhg6BpGzA!Gb7J(nUYTay4O+M?p$qzw&%%7+%Rvb|( z(TvjYtt_!a9m#GNA2aVlwPfdKX2t~jjHm>6+*y^!?ColsqM3#~)D0lCWZ43vHh1_R zOFc0D`AWQtQUg(_E~MC%yDJra?qgIj&=#9sdf;f-?({j=Xl-|WEG_yrIH%7cd9+7n ztc0_t$GC|?Wy+yslS*-ydi|srIZQ7<>WCLzKx1zeb(Z#g7uXZG z#IJb~b5NaZY_~4Ki}S(6-C&rTnMD#=am*U+;Gh$vE;B)Ny0LhK=YT70K8etYZ9_Zd zv&tnXE=-3GCZzKyh@1PcTf8sDX%=@hn)0N?_)+46UKsDd5i6g<&%Sia4-J*`)^8Ks z3RqUl1mo51T8D0Q#c#56Nz%so)-h_F*?*`OfO7ZxQ%!HwuDyL7=D9tuV-%`IkK3kJ zJlgL;fx{4^SqJBa;zr_>A{jEN>fhxGW>HVVYT|WYrlf|2g$27b37Zt0&$09UY`DLK z3lHq}o3KrM@;2K4XD3W9UUT5wmteWgc1lcJ#<0vC63c^Ht4The6BRVKjgOy{Bo90K z+CY{fV8(Suf;JT0{kf>g{!r^-N|!o>8|)1{WzYIJuFsXYF4BUVp!V{UXc}4Kd+K|3 zy{Jif4ch`PK1D_Imy*n+w!a8M-?OpUurI7Dea$a=#y=2Y?ykSec>@aHM+p3a6;#On zAS^Ku*yhcd9w#?iO`QQldW3%Wr8K1MQADd};#Rrn6c{Y9z(t*r-AQ-Qvm~gRbfW}* zxwy1jAKaGjblu7{3_9?Dj>54@4wYnEMtWOU*XtWw`E^JiwX}6wUwvJ8^?l(75FYzp zC@Pb|mq++;n^RZr9jqLR_+2=WQu$11>=Pe)ef8CaM`>O)* zOHa1_;Ochkzddpx#6olVo1++F1;&j&*K5uA0Rw3yjM0qU-MNvrhgB7Q6hHv?uW{oe`2V?q0$(C~(wbW>2P5fBczTGE-G}1VR&K09SS*|E$_{HE^tPf zD~eGD=l|+bRN4siMWWAxi}vegJyf({z8lsn8PJhCb_98r*=9$6(oeaZK-LuUC7AhSvEn>) zuUJK4(B)#{W;LxHN_MuZS-L0x37eh^HziNu(nx{K3#hqzH6JYTmR3h4%LA$6Cp^lv z?07w64(xF*Uma%*=o1Q?a~$UVvvzAmYyvJp`KC&|>o0}J3k8ck?m+Wg(;<>%tDT6x{DGxAD_A!Oo?e}T+Cdnu^i=u9xztMqCEeOW zS4+RkTC88V4`J5Ochm<%_yx`8E%^mwa}S86U@r_LHik~Y8y(3wzqi!e9z~?_yd6(8 z6a6K=Zfv?v6d9k45RTEYqH$PmC<(N8fLN~BEZvyjEDipsm{6#hG@)E9#LTUsEm{$- zswZx_oWPvCZegkV8Ltb~mBYW;^GlR_oWnFuv7mC)s!J+s#l zWgAc|YCKwOM|L;^e>fS2uA!sp`L*`-TxoFa(HMhXM`{zkksI+L-&aHv2dwuAW+Y6j zpwMVCYcZfXuz&3~L&q_Wb=$~BWMyg1(!kp>wX*>@tP0%0(k{@X=(T0M(YRcN@~^n;L7yVZU{ z3XPv|Xi+`7SNsx06gXZL5WK(15b0SFQ)}|ry7|qQH-gyyXA7xXeB%&)ijpW8^fQZ$ z(q1zB60{dV#-k(6DrSyfsc~#1+>Eq9<|0e!*2A5ijzQu{Lv8c>16!@)Jp&xyiqE9C z_BKKW#~00xrCBH^xI|j3_$rEiRPc(=J<8IM54Wu;J1<(JLrsi_7WY%geBC*u3akp4 zfTGR4BAHX_&(j4|1%(+|rn{EKHuBB9%jkWTdkl#cZ0nC(_zX!NOsmGQmWxNqn}Nr_ zLJ$cqzkF<9~)!GjZ)66c`sxgaSxLGhf5EAYD&V>kIkmkVflILR{mruQTf{{%M1MX zr+>dIK8vk)Wq+?YDguv0Y^Av6G!B9l!r=m37oSfn0@UYR)(CQ!hEm56uy-O0Mb1J7 z{bA#sl9L8cXi5{qkhU2EZ^qO_D4b4hfmeu1lMT_4^DPg@M7W08pV*onc;%TBRF~DP zPth(W^;+K!2lq60RtuN8h*5uhe!vhkWiEdS+8&EJEg+S9^S^H-88b?LysG($S`;Z5 zsp3kfmKbBWSCXdOTwzvaDDm3ZR|=JF!kcomC0rg3Va&FQ^enXyR=s76@%5(^x{|KT zpzw3p1Q{~SP9ROZrAf8U7pHz*d__yxE+rkDS*a9lXHu`N3JW5ZG?Y;GipDs?1oxH^!U^{LU7 zR5hh>yJ`LGFE?6axdicxpSV;|SxMedPg$DxpFK{R02e?!I5f+?AX0iVA#P*2#zyLF z$;%LOjdKXmTpqv8s$6@Qd8U$%3-DYfng6fnQdeum|M5oI>Y#GoKa$teA-BZwp;yVH z>W#392gHfH;+qyFUD@+2%XaZ@++Uk}1ai23kw*;-41}Q= zJVZ#j9tj;)a82H360G;im`D<=8Jo~=Bq5)K6-XrPCpfbIth0K9m^1X*tF`KWNC&o*BRUa7Jb7aF~|CAUZn1G7jakd>yvz!4JHk*o!hQ5a9AC zs-w

I&Aq%Oxn&!CI_(8)NOckW6@T-O-n9V57i_Gy3y9Q!KRJ+qhGMY9q&=`|FoM ze?gm#i1#GHu0}Mtc^U@Y@gth>#MbGG_(WUCn;H4A7DCyFQGRAWBb~Soq8A{d9oY;& zO3`=mi~7B?=B3QXS-{amWJQ5vN*z5-#MW+W{wVGmV&XM*O0<5cGQ7`rB5CN%v)xK+ z2ptH%1ob#8P_8qQL!|Lf_RdNy5>c?404T}55N&IT?KNvc6MgJ&zsv%yiP<2;x(7Vc zvl8b6@kI50(@ZndBh5!dNNJAGxzVFPBi9c_yoq`1J!!dPf3i_%^~;F3tm+Wfo#8Hu zWET^Nx8<&|FKU{YzW_I|s)W-~_PCRu%0F<)No)<^@OMrs9&O9EDxGD5*)uvCs}8LM z%GsYS$ro`4RHx}kMiz6so4WRgkAmx1jb>~iWUj?1vNjdcZCjVAI}Hmqr)bVe{7_4~ zxg>!Ow>1H<14nWJqmT%*l;y*I31?Ge%j0=94Y@?*RQ1iI(?nRZUG8tieBiO!TrK9$ z+RE~qV;P9=&mgdAH$k$Q`1rL$N1IQ2z$P&4x7!=-5WBJMw)Yt@W6UJ`vaW-mFT_Mx zD&zI04i|YmU32}_dW!C5>$SIA^~XOZN-}?|4UJamiC-fRKn&44FBC|M*_5g%;mq08 zxsE!~h|IH4svF#`9^QYcrS7N@L(4W~Tfhr%E3oA*Oux5&QE|?m{;b%T)=QFxg*(X< zqFrROZR03OphtF^SZI`ckRmG{e@1R%TVtP^p8(?=_Y)3&&@q74ofhQ1z-eq7FfxBa z7KC>02r@CXr0391x_6wwyg@^=_HCk>ZJ|k`iuzu}AXu`ny}3kCD~r7z!f1fj2CDpCp10bWRDNsVGxJJ)lQ6zrB|^Z*E2T2duF?ckp^FI;)c9=evbrP8 zbL1kF!w%Vb??Lu!?$GyEgdeHw7GF-#v7^c_bm*Jm|MJSc=z)zY^~GVa@!nE+;LI%> zPK}7varN1EHE{;9F>$lRJe{s+MMdR+BeEq(-jD94H6pEET9VZsu?1wY2==U@alAVn zf+e}83x@MUcxtR=Ol>(&-FuU|L(s|}PxAYEh-^<{)|nn#1z$}K&$E*lwqu2X@`fDP zTwHAFNR57=QX$LpZxwqcCR_QjW76s*@?MyMus@28X|{Ieqx9vdCURf+%cnl`7qT)?muHknF?sR(TUC0=+3f4ED4V zd~@KF<|J)#`s8a=uJ{4n`@#3bcG(FN1=XxR@c~E1tTH3k@3a|mzMJzwdoOcKK@rA4}9?O-}dSlC-u`VDiG})KGB*qE<)`^+rWJ2 z3Uh_o$cRP~3dAh(UIEf9 z{_Z%3eTUT;3JqS+rU+YxWIKZS8S-kf!$f4QKIJc_vt$;xvwK&*CpI_h2~cT>H(pW8 z7E;@z`Jz0|JkFd?9#pN)JJ1$KT=X>+-QV>{BIDJj<8A7t zGEA=S7!qzT7IvDbJeg6wv~9b9fln6buHdTAiGqO>o+gH8EvANkSz%z)5-yHJcD}=x zu<4=tjYEt#&i2Ld$B@(bwR#@mjpuPB^meTBZfw1ULL0ug{`)h79W$DKNu%(hl39to z+uuaE4jR=RqsAn@60&$iw@OE5^S0#+;4Vh7yTBHX0{3M&YV9?P_3ol@kZz0GdbdkA z;?LLT5N3(`+9PO(iS;5H9Lc@RKrf*n#B?&%1Ps z(z?QQ#G$O&Sn!1>_$I1kybm$!PN%mGzn9eOFqcMlbgRRa`l&$ctq*A`cZ~TY3c;wK z^}7p(c@y!9FGYtKF+|mbzV^(_#0!@Ry1)7!61Mp0fVy7&25%*|O&VL1KgFlt%uJ3Mswdq> zw>~E+w2^V(fMfS&^S(U38=q3$P z3WMFxt>P&gx#Q3>Bf+lKC>~8QWvr%&l#~S9LQP6lHPJz5%3=k>GFTVGvMeJics@zI z@LRgH7UqUc0wY3S9)ewZ)-OAfmcLC35a zHrysU+p7t3O*Wb19Ib^}0HO$ABN8*lka+7ToP4cKC{SZr;j``j`T21o6X0a!yk&sE z8_#h!VXezy?np#T{TYCM0l?(5tyI$)T{HeplaOE>^K*^$^6cnDrKPp!Uz^|mVVU~3 zA@;<<3wi4sF!2u!YH_-EHYe>Gja+X7)&KBKd{4?>d~fHL~q$mn%i^@=-Xfi}O@d>$;&+$~2jy&7+DxNP}!?&=%7 zE$b-TbSlDHI-8{s5B}V;Xad{K+hNv^fBde$4gN9`q5lX^yoz0oti~{QUN-=>Tqw>_ zEbXHcq!SKs1%A*X#m2`inOo;LVn;6%F~|Cr=vKr{bXm`9>2ONsdTZ1Dm}*{Wj!icf zWV7~nc^v%}n#n{exTF&?3z|`RLoyw-DRqkKfp3PB$h~*K7CFv@bqk@=$OBT`(V3=d zmKgWN9O0oyDtyw}rqZNVG<{_ynYbZm&b0>S59?kuaUD+K`fYe+>px8e8B8DSbHbwt zNH&%?Im7b-D*bX8Q__#>T5ggJJ%AYlT{4^aDR8iLFO)9H*z4{jVZN(~-3+R5JT@L< zsA&ai;~5p_tS$LAxsc-MnTn+n&3>Od;76$h@o_~jkUevfyv z^t*|-V*ZRBzJogrIBtYlLz`2fWh9x2$GoKOv*YP)EQtM}?KQa)QNRF?Fcq`jY12h5 zw>&F`4mh87#3n$Nnsu*1<*QYq-%vl{+dcaZmU#O}nuwa|2&(<9mOmx_>J`&foKQ$R z@k__x>=r@%sM2bnBHccJuD*6WQ-cjUBIb0pKHTSnNW6d-+)RPX>Bb-#eJNXbN91*z zs(KlGX0e)J-n2lWSk*Ss{Nc(e;m>~yVQTTEZZoxD5pp7Zg0fSpat@%}EhSAg-jSd- zq5c)pe1e1?GV=8gqFA#+?4&FH)oO?d8U``qM-43B&ECBDz0EKx)aY zh*0E&dBBN#(<3jrfaOMkQ?c><#96F!rS*(}>uKwOOv^=kwlt?zRwA>u`9#TU-p|Lc z?_jz5V>QM3*VLBRu32|jHgh&vKlg}F*w+=KuBvkFMF8oXHWw50WF|Nz(-McM=L(BZ zvQ19_y9rJs5ER9p+uOO)p2jI~P6+R!Fy(nRbvZ>-0xjz0phwridp$5zA7{V=nF* zMZA$cbn1ip*TevblrHg}k(|ejJw2@z4>+SMn|Db{Ln?O>jhl98c~>{ICOoPo|2`H~U=r8nwG$*i>Q<~$W5Uivk?aGSHf**dk> z6Mu=}$;2o|V-kj9!s#R1p^W|f$PmIRYeyaP%Gcj=u<16xI9x0h=-?i4t5=o$p zw>4}CN`>2aQWK{fYmo&YH%ini-U%yEdo`MQO|@lN{$}(}`cW-<+zD z6bRI=)a`HO2gO?LMtDn53~0+t&-XWUVP&w=X5fqOdU?X?`X^eY7E;C+wP$=7iN|mZ zyp{Yk#$~h-%&~G7eXLEk_BV=)CT;S%wq~osU*~dwcfWm(bMY1HLQpM3qv^Sd!(9xE zfQexvbeZFHRz7 z>(#OqvnCw;$^0yi2E!IwdHY!aYIwlo@T{>h598le^?RIW{=UoveG04`kdG*vqvwW zVOIGlhDAl*kPsV7zJnbqm0X}2yB~gCtTJxSZJ<5JqI}-_()PznEi)WID&!Y51PUOn zPjAz2gw375aFMSF0S#g1KPy_9nH?j2kXzg8#P{~sT(Fm34<>~DwqD7ujKbYiTJJjz zgqs=f$)Ym${koG%Q|4L!j1<)`pNUJ{YgxBMHJ`D*43e*N>1+APX*vX&&Tguhwo@#~ zwOUFmG=Nzl73(pZE={fI@?InJX2-F5OT3BA`mhzfh ztNgMg$Fj&35X@n`$7;MpO3X7F!{kl~Q^0o>UGf+%{jMk@3vkgX(_EU$HL%t-D9c7r zX!KK=p55O*>FO)|C<XHl-4YA5N7G{I%~ zr=FZiUouHY1uE-=0T4@4#J*!{$+FgAtGCVcwDaU`LDWc=UBbPpMoCFjln8%Q5WT!x z*_A+I$fj57=6vzvaDkhy`+3E8U1gsRBo$Y}iAw3UTlLxgWmpdB7_?6UM}=-xw%fF% z+U`PPr@=rM=&-7S1fs%=(y}$@_~OgH9%A%-*vXbFn%!ZUq?G(T_mRS(A>~TdeS+2D z$iPI~VEs{s<=>9K<_<$EXp|_@VvdjUd4AKlO`pI+BOMo_E}6|=o-QnpkAH&7VDpTmqq91t+&;iwZU*4eJ9FiN zTo;d__tv`eI-B~~$Bxhp;%6y79Qn@Ge~`J>(Q?$k-JI`~R>08B>{vlY zP&;D3H`I~puAlB*O_hS?O+_FLkY7|R7$+h5c6J}Ib*ClJ+O^`zHqr;}P|kEc`o zjjJs}V__+jC($p~H7GIO4v{@8V!M_SdU|I7lD%>%sfwVJ4V447%w>J#mk7tLq|;7y zLz_3eVt#?sAcR zp-nj<&%=*=jYN0Z@& z&~8P!&JzvJvD9m@$S~OU+@tYN)o!yYl1bKqXHeaFU77%j5KW)4--aB!OGJ z5jIL+vsLrFp*%?vebn2yNT#7Uo17XiA*`A7w_-C%iw?5}hc3r7B~49rYFfODyg6M@ z)~;LI;KD+B5kAdLDl}Nm-&F<7{qskRK6R9E)!AdWVs5F0bt*)#PVg&*FOeigV}dQa z^<&G^YlDeOA)kb6MNxku6iZA-riGVxz3}(Mo6DFXn4?^hp+$%Z2}{bGV2?fK;<8M; zIg4+Z&L^JC4<~3dL@b)k%L|7e%o;M)H0J6Y=cWm`nX+2DU2XzT49~gp;mr_)UvZtE_Q2mFR`%BE_k%KASKOn z&4~eZ5J$fpaJxDO=EmITC6X@qZ8UIYq ztcQo^P4zhFjg%TY5uD>T=dmiRcDRSqjR0>EYI?d#VGf-ioZeN*r2NO`eRi|_GaSuT z(O-9-+EOJKe0#cDwrVFdX8!c(#>OF9a_J3M-yUyRRQJCwx*hfoE1zl4JEhqbjb)lznJf1f#_^sf$4XV+gBR1eOU1^=&ZM~yS(r7zOFozEWPgoGC zrp#3;Rp8lSj5bUNl8PWXA+Op4Rop`ACFp1Dd<%NbD^C7%`l%}OOwT<9aeREsI zwM$jbrc;@wq6sW(om98swCa2WH!Oq&zYnq~JW6o)nz)-Oxpqi^RZUtX*P2{;v!qhr zpAjO{0>%KZlpYwxmDY)+X$^Ri_qHOJWduf5&CABdD-_ye2Y9vlN|T9Zia_Z&AZ;jO z>9LDWIV*8uzn?59X8G@$_^$~jf4}>W^Z(nlW>kvc)XMSTG{@vriBS1y<(lIOCCkaN zD4T|x7>-5Mx`Ials9|i9Ldm6JgfeLxFbBv`7#JUJmos<<3u9^0E!gs*)YY);1ecMG zw;i%MLN&BmY?I{=kxcBSUxIn_|6`0lXKQ4GKQf`RjDf?x>#1!SSgS9=QFtlP^I^of zrsIWgK8EXNbCnf!LlxmCrBDosoF$Bzps6M(*y?6S`E31Tsvm>DoGsaDY|=Mgv6ybJ zI<^tag=Q}xs#lX?RQzJKFU0j``l->wP%G}}Xv-koLF_rq5?dq160WKD$CKOGRD}_5 zcgVc#;(^C(cq$=mS&+aGA(Mx*{*<5lHLjWcZIoZ(gDP5i#Vyw0#l9`W)G;Juv!e&g zd158)^$r$kV7=K{$(fdpwN@U2V8vyR%7@`*j7C<*Ju5BJVODEhn2zJ=hQV$pSrx0l zc2dNXc2vb5e2G`d-q_gvC#-2%6GZsjP$$k(yur@qN;hIXMS-sw#OAFF46vlC5XBYtLWV$H&7dv);6+>i_Zg$8NP@lLWMwFMldBna}7+1i@U7ZElp(qmW=29ipLa@`XB+e&Lkz1zw8=&#ig7_ zWt$sJMtSN=bRC_m*hsMfWgNXt3lc{iXlzo(jA`Tlj7cV*zr@-tw>hUL(8QN?3Wk45 z*O`(HDcPf=&p=y6ndJhC+Y&dCDAKH+ysnhA+plZ7jIiJHnUL>BW{9y-&bxM;SLX9G zOG&3c!DvyZ%g&fd-8f-z`}tKg*$mN6Ncrz%rIi|QtV15KNXZ%AUSqg;o;H-<;_^nx zMO`5DDkK7;6>^a_L$ZNkaWmW@IWA^BvX|*NKVuzl!b3kDYYxssSmhAFAxbT`p8)~U z_8_+5SJ6W_1=~bLxkk8yy2$ube(&DWVfAKmkvgFJ{@DnJcZ8)SY_RQ|j1Bu}O4F>B zhZYG98+$jF&;35rHTF~PoTV+;o+2{XY?i27>47lsV2`xH0^?Q^GU`Ue z&S_S~Ps1JoC%L#&g_Xz)7&sDjhzqo(!8lagO$kyMt*OkUn+=1%i=8zN-(*tGD9Uk- z)fVtUqW8yMR@i$*0i{2`A2HWK4icy2^MFr{PbI2Q<*A-u8DskJvZN=NxFkQ{b+U z^2G){{C*SpJjZe&`I?k=;v>F26I10H8LoAj#HS#obc>4m5s~Y4_S9sRmdl5Rb<02_ zZCCqA3RG~RzS@j?%$P4CvN-D+=r%w_iJ^{W0lWg?ZoceN;;~ggDbYkX<)9@ztB8Ya z22fo~<4m=3`GSJu*gOXWlpEJrg0CvoSd3R$%z6C3+!ci>caAydJ;LqvYrW*mvIt}; zbzHdak3|+b3EzDy2?s7OuZ*lu$)=+CC8guux3B&XtLHl6T|X+zQTx2SwnIHk4$lyj#2jqYp~QL8+OU2>kVw&Rmsw# zJmX{C6`OaYB8=G~Q2gGp574sOoEf@_-i5m>ePuVwmfNCO_CO-*)M9v$p)bJ@RRm6* zHRGB3ChQjGQec_i++{YX06XEQ%hKI2cY#XQQpzD~@$!YEO2~s!S>z;gOx*uZW&!sXZvQBC)O6w3%`+~N^NQpCBwhZ_HWbvml1$a z=xZ^;IgDf%EzP^dWY(k*>xluV|AMH}M%1Oy-1Xr+eTDAi_7Ybq*i)Y?cj_?FK+ z2Yu>ni^n}GDaeoIz1#Y2#@l@bU+bzIMm^JJlV2mRFu%0hxGa{U87|u5l_5K_!3LU$ zpM3xMVwU4Tu~1+uYPI$Z-Ro^c`;_-gGwt9lt?IS%3Hv@7QJLB7)jY@YyOSoT54ohm zD+EQSmim&-(zKAX`u!QWisqT;Owo{KDnS=j(vDS(6#%P<7rJ|zDO%TvH&&@1*LWm_ zBES5+KB9_KC8Mac2$hR1Xo#GvM`CzQC}r=>*WgiGGkHV1rz!wBwwgQZ>5m!i6?aQi&(VFYE%_Cfon_EpVk8wgZcG}q{9xca6Ti!U zDfK$~4ki?%*nYL}ab7o5vG`>c`K%3L*8Eegoxj@ma7c$cTxTxqoae1)1WRMhS-NT^ zblr~Kifn^+m;rBq?fS;9^>Iii2|dRJvWkz~#O_v0t-jW!JOTUM)B1iy1+r;>)VF|y zdUp;$85b0PbCqJs@sFnj?EiuvtDXII`TTz56|20l0?*ZCMvtcnB4#^i6FplKc7wv^ zkZ#z=hmbR))#jF2!68JsQLhk?N>eqU7_VSwLeCqHggMF}9G6##ADPD|fAm?kYA>2{ zG}#FRaT6KQZ{jc-^DEXVnxbGiTgVkHvf1z^{8P5;ZPa8`2EGorjjq7q!q-Fk1ouuJ zqR05}msY?(A^+v_^5eh4{@QW(Uy=X23NroI@BPaN%6|p^g&FWq zu)pRG{uA_HM-TrA_Lts;e?tDv_x0&yN2)EVAM-(c5u(YB z@p>f5%ojUN^$rH7O?DQ$Ug!6nm)btINx*gFmGQFZ7yt4ri0ZcQS1Qc2(SvpF9P)p| z{wD-7DBxo01}8n}_QkXsiAuX@SQvfd5waCngzEQX$TzoGShI&GjBOb&-_9L=S&?Dv zf%woRbV-M*B^Bu?K2)2U_FeZ&iv)GqcX8V7O_kW4zg!=z)scHCMx1ImbZK3}hKKidy{+}`B-dFy) zrwsewTDbhZr_8_gBV;0G;$r&f3-fPR%*0GgY^?w2`NBf{k2}On%p5Gt#D6>f(PZW? z`xZvuLdxT>&O*YG^|G~u^aiw}YX`QUfPF?l2yFMVhlhYATw7mXhegRE_TM5T=8akN zntXlhKJLsYOV?O0_i}sC?X;j)VN>s?JDm_@zL&?sL{fDX`caq=L=R2%BRe}XIXfFY zIYkxy6#UccP>fVLqN5`eNCfhIAkG>5la8*nqF^dkegfYY;tRM>_V%AR-66UDK&-5M z$~rv-en67w%+m=9Ec6E$(M|4e zFbAGE^ksY)$giJtDui4as4_m2fFXK0F%A#h_$f}qYqYm;!qnBawzt=VpJi#BWmkw| zr+qrt$FlmtJ&d!v3snd9GQ%v0V-Ee)&ZerY`J+sq_ZfJXBrm5ok_4~pSbi! zI*fK6d>6ui0n9w^Z?VFfB)C(Uz7&PsW-`p#~s{|?I?Ueq{*4EDK&nU;R zA)24Q^`f8%iiyWB4DWym)v}<_B=@VxJ0oWQlK5TfORDeOjC3z1&J4{NgCE zEe#$e@Gz^8tTp9p3TP!|kL@NSVeg1CF@_;~`X(nQhiE@of8c_I`-|3o_&<-1z@Fwt zu0kJ+p!Mvay`X>WN#hag)leMnK`(%C4xzwXI9mg}JKxX#=mm}TeyRb>YzG?`RMr1_ zEU=ZdR^VY<#K1luFyT8Hg?d@T~{Uz(Vz<_ycN4obj-20hw59Z%J>XSa_C*}IA z_4(G10p|0TpA$8x`zsd2&v%K#kW=2%eFi=J_uRcVv*CAvOqAm|Z!6 zSG}NjB7tcngsYd#t9)&>)Koh8I=>aj!}p@&A8(pEuwG#U?{_1uV0x}X_?D257uda% z%=*Z2!8FSQYflWVFD6S*Ml;0vUnLhda9)Py!1aIYo4pHkrJgZ2`*`qY>9IbRz~9#K zzIzq2&aZ83$I|WW{)Pn0&iav4ddi@Pp>{=Iy+bLo_?B0^LxPNcB{^jFw_P*y! zJ@%XELAs)EED%2U$2Xm~TE`cgS1YAABi|K8b_um-EP}V#^uV1WtP;Q8RNbt1NIlQT z&=*o%b}YANzgE5TkvqN1J%k58#QP$&DZgXS^gyiPqw2%=nXK0GIq6n-V3t?+Zk=2W`0l>P3D^>7;xtoh3j(SIGHn+B)0VxHGvJcX#eH*GA z;n9HZdVFy=rdFQ&HNPcL0?tlG(aP)6gB2j3yJ91vlR=4{_2fvd%OMyeJeW`2ba1nK zSU_M7zX=YakjvaT9E}BLgnAupFq|lG$UoWeT05xOR7a?NI;(X~p%ABCWvnsJVPE>@ zCZBxRzab;1`cy)f)rB4%Y?>!700gkuszN>VgvIxT94jd9$^^N~U}wO80~(nCG44vXC?}VTw^+R#KILQSq-FNA9E7d{#!YT^fEcumPK*jy-`o=#iJfrO zkr*lu@-Jk?u4{VK14Ja4KNGVHRQ%786yF>&_S&#--9Pg&#_;_9b3W-)Qf!MT|Z{Zr5po8O7GCCYKz2QW>Cv^*XUkh`c{MET=`A%N$047Se|& zja#G;uvvUC$Zc2XPpxv&?6q+7h;(ekC-d^qb!5{=M_{5l0`7UH(WkW6$yb*Zvte4b zlm>INosWfrZher0R>Zha3{q^ERF{)RoZ7A&ps$};LiZ^Kui8bb4df^T^<6EDR>?*p zMEt5+q^N}#s_#=w9BZxQE4xt`6zdX|nfL;;zJ61>sS!cd*?>*e)%lxd^PzpkLvKqK z`?Rr~5~i6kU|!t6wS}$s$pLC}t)MZ9cr*G?i5k|&6D20DOP>5fkvsNR^W!b|G8bj_ z&{7>i>uC+b`kSoh9w0tIul!Pc{6-&^oKed0akl{rJQoGi&B-}Oi+Mhp5tkqSmhAAv zEDrRThQ1mawA2qB12KZL8cf|6^e8mPPk2sPu(^v;kB26pL6dLB*{P}NoxDa^I{SVa z+EK^ufS;)_6AcOfj>I11n`CPeOM0mkYa+uqNT%iAI$5F*oX?}$HuPQIn$bHBybVzw zAgN4j@u+@EHEW+GvcR9TPyAW}99Cn1JkDSE^vnARtBWF6Z6`V{rb94KbX5|{qTnle zm@DG9>?k~*^~|+kch)hY#-dw|GDT0CxqTPaFN*lMWz%xk8F)^wtU7k^lb9+o$DEhw zqtq9lM_zv5*gdv%LtK!FzN=@S;R+gJ+M3|fE~JpKZtmc2l@XE=ZZ{JM*1uT<*hj%w z^lf5=k`CE{&AH(PWY{LPhcfQBLrghFBFvgo*3m(f^zQ$Ov|yJ@K$gndlo|5KqQTgq zhr9{zTJphpYt)$G`rZ5p;)OmaPoS2%GKHWoD*6!~c5IN$P&b~MkO_wxRMe@wwmYa? zsAGIy=<4XpfRcsDoX9)F^oy_d%*xQ21a<$xH+j&cuSSzp#kbmF@fBMa7NvODw0ZrEhdHR$!#7J=KDNSNENI*y=z_9UqxLS( z*Bl^VB{^Gd3*+eHr$ZP%XBt0vWg;9$cZt;#k$__d(`dB7L5ZbglW>Fp_#q9#n@+F5 z{H(#7P-$(xHnhKW`$_msgm=to%HfvZ*DK5J*qHJ5s>Hb$m@ z`>JC+U_fYTH!zau2h{+vtWK`@Ft>!`I$vYp_KUxk3jRYud!t6``?D8)O@p1JeBdWl z|8==)kg>}P5AJoVg!|_sd|SJDhmi?t|2Y{ z3i#~#ZlXUF%RRWc%Vv~@>Y*A)@+S)IUDp@<#be&#+k!0NPkHE?)8WUhkx~cb$RjWG zPbmxgF3{|~Xtp!U3n8tr23|+y@wl|~r}eZ%Wjw{3^1ep9cn&Jc7P(*8Z$3J(da!CF zN_Zq7B%ot#b1?`C&WS!a(w7O`yQr|rC}_fcJuBQEQ#{NP2^45uw`>1H*fe+n1P{CJ zY6*MaPTVmay(~^up^1u$qIL6N(D0{B$Nnf+K~YK2Grp&nnZw+^zm`fZw%o*3@`fL; zJY60>gUx8G8>l?^$U>6FemSEwDi3^X4C#3;Vrfjf5B^RyM!Q0~BOyYVb7_2>ZNlLl zDBlV6gnID-55B;K95lZ3ola?hqd;4SHhpV;^cIW~g3s8@T}+sX(ph%42T$cKX?tmZ z3Xh0m7;DX3_|k!s5=^Bp>{7T&C%SqH5DcY#!a*7vA>Ts5L`g}r%-^op$dY?RZ2Sz4 zVV5e5P)r(JcD@{vieqZfQrVzuog_4VqmQ~K%;0}+MQ5&O6-{$0CBM)S znZ6Y8-S4)*+6OS3VHjy`PY)cf(hk=IGJekUel6hE%0PceEeIq7FVY*JhJa_p(KA_l z4V4q(b*>f1db@jCFGIJ(4>2(6_OeRCR)5iX4FwnN8*U z0{Urm&^5|(UhBq+^MD3WCQBZ8+QEePZ12Cf37|#oFeLD~iViuYy;&@hyw~L%DSAZ? zmZMd^U@0kMJg9X9n=r{rL|Y!vME7>SX1k3pvDp>DVZp-K$1iiVy3%T{h{JF6P|rlg z(abzGT<}zmNn~eWnT#LB&Hmv+LCF(b9GB8dB5hix!cO1)@>b@C%t7t#VeQR_@yqD` z+w*b5r+BZ-=`YM4;o{6phlHmr)tt|B?qY~_Vs7Uft5q)LIH~%lP#D=ksLMtVO!*OHb|0)3`-bWLfFwj{CVghJc*j~ zmu5)jQT=?U!Ns6kTg0Dzxwy1dA&b8aW8<#&*?F2V10Rtsd|ecj{NqZ39Wbp&W`?Ke zmgqzrmA3Qiho)&9qymm-RMr7Scn}d)CFV&WVb!4PoQPZj`ISS`h9mAi0cx)JZv;|m z3-9CF^4^8qKVL@70sToru;mnl@r-P6p_AW6gXcPTdQ%-IrDay{5DGh@zP#0l@I^ge z2C*mbZfkyYNlIB7PiY_lsWeL=x>tKzsT-PGHZ|4@I_;3JjWCknPN_;d(xT8N8N|}& z1^c)+jH``g^eNSekk7Of&_hd>)1rVWqFN|zpLb9^xK9`~syQp4r&(rx%R;+n$$f|m6EkTJiC;y0slB@>iY%SNG5VASZYP|5lsUcdJ z6W6S9>U<(C5cmt@)MS}%eA}PAQXo8csD6pA)g*do%m)3a^Wm8iLQNrl4%fFDulC1o zX3Dr^!qE62`zT0~$PDRLc5AjkLmy&wx~_Cp2^`c5opUn&t(Q z0pn&E?AW{%r>s+O@2DM*KHbtjLoquE7;rV(y5__(22HzZrcebE_D4TvM2>vn`Y<3l z@h}&IwFJn-@Ju&`Z8=Egy^tsk#P&$28Gl~4W%t5Cy|hE#1*AaA>RK@l_0(x9rP}30 zCzH?fW)ah%Xq+rS?`v6gDft%ho&!agzf^zz)SG?PMwhwiDr>uhQ>Iosk4+lRHEjBc z5X**#ve_osD8gsrb;Uf##GnY!yP&4TtIl$4XuXjlVVQ8yWrA6-KHR5g_mbk8b?hsz z+UwNJXEN2V*DR)0wh!VUfOe*yV8WSWDlyEt%&761yK2(Sz~&+_h)e?r;5V;S&s}D} z`g|ig4`$!N$84Sc!{=x<6M|CY-Z?o%D>4I8SVIx_SaHS9S{HAQX082H|^4>I)9Cdxl$F_iT#J1;z!Ua^rCS za`Cta1Xun}HVgbQx-8vD(ZGZc1B$c_!!K90&42#1*5Tsqe_@9P6Z6$ikNvA2-`(=A zO}Tv{mfIGcTSg_{g|9`pzspE+>t)AsIjEE0&+FLdsLHgbkcc`r?O-`-biR%v#I?-` z+GL|fAwWuNG!K-AQ9hQSX3<$zy3|*(eIe7WghcUe(r;3^C*}(|+wnW8kOsG4={H>B zSR#)$xd)Z3yTK-qmZVF|L*gMlVy4ChQe~^BkNz@dL-sX>(dDF=XB8MBp&$7`8FNZ` zxaqzDw*(pY00>rdu;Z(fnkiI*4jz^zWDQcVa-9??xK;tbny z!TiJbG%$ni-A>; zOtk-U#A24Yv(@CKcq0VnzD>+UtW0`tpeo+YubI2`DsJ?kiDbITuug+pN6uKcg~LKx z+E!1(|TFcB-K_6KPs=<%MOiPO`h!wQ37+0|^s}d#&?2C8QgXjX|UoBc}cm>m9 zmu(dX!L&t?y1BFDIfNT$;pOJJd4gcglXc>3aW0A!OFdJ!~7Z;n#Ab+Ag%k z!??xCv^~(7dL4az>uS^ASUg&jqlXaZZt6L=eB)iOB+Va}t_S3?jGuJpPmp*Ys*Rq7W@zl-X%onRb66gXSHR&mpBzFJ9W>9bm zG009=&2$sCJW#P55IdT6YZ?P@l}uJ%k7vPP7FHQ&Kpz5VaNg9E^WKWqQ#@Mhere>Y zW*N~i>JWCu`Y?bgv|L_bz-SM~WmEY0JTzU?%z2gQB6({x(>LNIFGtS{_z{T!6rqqSvXy7Xu2OI#@QO)I{O;SKvO^kov~ulq3SaEU}I}ejzU~eWt50R@R_N z`eDNd2j)Pf%jb$X0oK4(r8nl{>pIj_di?ke@=bR;&*%TZ4_R&}!w_}JQxFW>C2Ogho8Rh}EA7B47F=jT@2_Hsd5hIcMco3eh z>(%N|A)(p?g9}kZoaDoG-!MJ4{?xXi<|39y1mxur?(R<`iC)sznx2`w9h*cf2H&{O z6f+*Nf~!RG*rJNf`-$FVSofkr`B2J@LI(Flk+qe;_&EKGNDf`>^Z|xcNfM zN`Fzt*5>WS>!hk=%R_b^@e8()7STBcb^@)N&mz()Z z!beyB2BQ>AnO-?_mvJ%|&;oktcb_U#*KgAmv8T$&igv(T2tpv_@o#l~^6A?x^M}2iyr# zChYhTk9;U$07rx`x8isH$pTF7x{l<=9DGSr6L-nBH5j-$$j13sDsPr&ZTN4p5X;N3 zYs&IbfU7T$Va~Id^6TI}GSeO86A`wrQ<#ldWVs_$4X9!cSUuD9zTuqzT;siPQA{S5dv<6fX+fqkxl&(C?H4{;t zFEZPu%Y<)&{hLpe)2LANs<10yz)+qw5TckC2T$-a^D`xy$n%d)SZ+N9;{Au`x-*|S z3Q=5#?$Fa31%RmX6Y0+xKkIpWrxocgY{o^*W?DY5^I6p#T$RR}8f@xNq#e2(_CcdV z7*6#&oE7T*4j-Cofe`96SWeanj>-MG{IR4cdze(j+xE`p`-5#xd{73DSNVA$0P?-+ zz+=iRWV>THIe!zC0Rqq+Ag;|-W4;)<41g1O3%j>`)X>A5G-oR#{+b#f&JoHkMm@?r z9!Hn`wKkwumTyrYX?&rMElx0In0r>BUsABRQ_J$HjwFO+Z1U|_XLZm7g_&cAHYo0= z(C|d$`Q5!k?$EDX>1*n1cu9suK`nve<+&*|kwfW$`txxt5eH39kEZ z4gm)l&A6Mqt94jjTGIE4W4CSf3okHygITfs*2=>-*LgQ)&KA@zVCAqJB9qceE@lkm z6~A!^emLmsL79e!oa9tzNx&aHT+}QfAFvaze7>1$J0_zRe(LY|biah}YIyi@E6o9Y zCM?fs{pE9&9Y8khvp@#9l%HkY!(W*^gfR({t3&O#$_9P%@Xe7tGF5{7+_9D@{+RO! zm77XngNHx#p>yZ*9NmWud!SFolLLH1qfL|xB-uB&Rwwdd+kV)8BDH+6vfOz^Uqza@ z)sI{vPxf78%rAjzBf3wyf5O9pzm~~qYK=REmoo}(9q4+t_&&}lJCnTIb0dRfzv%rm z`eK#6>l6#Y!yK>CIzT z)nUCWw=Px3N2ZBJ5eRf^vdI(_I?%KdxR}4F=@|Yt+5GxpGOcm|XL%_9TAbmz*P^RUS6KphDJe zKo|G9n7L!|zZ;du@%l>f)}e#D9eUb*3yEe(^1FPtkmw_&e<7{MpRHb*^U}Ud9el{v z41ZFeUlLz96in`lI(lY4a9{~_YcNx}kc@(Jnqd)fNj_21@V-{uj}b@2@kb8Hxi=G# zE%PyKB=Inu5I_Sqy5)(808G0Y}pkbRFq8=h& zR~52SKE&uH47Krq=a!0Lj9M#ts<_+S;+@|O+9y8@gY>>IA>i9L!>X^o&qAYdf{&JK zLh4_{1@z?WqZn*VLq_s(a%x@)P~azj?l=D|`(dbWbL#BER4ZIRCP{f`p=sz|BUTJg z%|=%C@`=IuOK$(oj#gcas*lPk`IEC%|NLGgdI`98Vm8GHKvt))jqs$+VmHY@Oud%2 zjn|c>)_|iN+x+%{%|8o8n?9+dW_7`rE)i^^HO6W&dyc~se;YW1eGX5PDw<@2hkErK zPP<+pg`j>4zZ0}LpH}#{l6EDcOMJO&pIM9hnr#em1cuz3W-Ys^+qvBis(Bnou3~^b zuP!|-#=z0XfU7}^aT}(@vj#Ko&Ad=LzrVr?cVcQ*%#NLa%l%nE6Ya?|!nd;t(4Pv8g4E6^k3v8Wc}02^pa^gU8HS zw8$mld(q7?EElpX7Nr?OOH(*PJ8{ooXaOC3>x0#BT<%e{hsX}@&~{CtAQ%ogZVRl8 zHJYT119KHoC@eqt2x??XfsIO7RPtF$2@dQM0WGiWbJ;Xcod#dp%{nRC_kg*kq%va7@`Y8JAvhjrW^_3+4w|d#ySGREq%N^q7Nt ziJ<(^18RGK-7^wGgVrX_1s8EYY0(4BpIy=wMAMg`ABG@GMwC}n{-3v`tBN>?BhgBn z)@Rj@@228zahHCC&_L0t??o}}6qV$FlwLD~R3?~qVGdZWT9UhkA zXQSR6eT!Lhi*0N}!bI=;&wnFXv=m3Q1)Y|EE?DNzKdc`c{_&`V#M$D>gI=HWxG5Ns=;p#<%G^jm=?e;V|+C0Jpx&8Gi0YncTtZhTVEy&)c&hGnjQNxM}ni^5)&(Auq zdij;r(q%4S$hKzmu{@v8`>Nm@P;NI$jXIEV2TFeBHgI#W=nPIpy3rLmx*n7%12=E@ zNccrc3&y|tgg25PX;za>ytWSeWGp5-!vIbECJ#pFfry<>qv{dpRWpc(Co;WR!IFJl zcS#^nv%PkH{Eu|Z5k5`m#5S<*KzEWtgh`G2;YP){7((zI=QynwOD|_q-F$#zNAB>$tkT6QHX4|%H z_usZ{+qP}nwr$(CZQHir-Au$x#9Pd=YEi4)WM!W7*@i!YLIu5Zi`nm^6 zxNzDygR0v+$bOGfzWI(Vb48|er7~%VmE(5yIVZQe>roSKS-%oxE(jdob2SxlDA6u) zO;xNhz3u@atOO$~;5mvW_0+DRj6( zO2{iY^foVkt9fxT=>{1zPMk`cg0J*tDZMpB%L>yf5H53uDPXXK+ux$E5}xzyD3VK) zQT*M&?|MN-#a7hu&pQPt(cx= zWZ$}_Nu7|;TF*0NCdoAFlIU73&-IdNw2U=xYUThCUxw?gb{|trZ=?t%SMp{h$hN=E zowoW&2Gt>eC$k-IbQWy<^SRapg|U?-u>X*K`EZ=y#|AY|D*5$&5W8Y)R^fj0p_eo< z-dMe%d=kF>c$|$x?ka8DG=;;~(oXLLaY!;=Xd|)2r*K!|MOJWhrR>i2{fgMm_r=9a zP9Dm$gBL}O6G*$c&Q1Nj{dnn6-i1On{itPH%BR;|7x=hu^tl#e5J3C0 z(Fxppu$8-2Wj*yAspW@|;*`vj%P7cwzvX(n)EhE^AwvI6pbh@|SHw7FRMnpP;}|!^A$Qk| z4y0!I7)`R$ek{Z0O?9#(Y>&F9WdOIs1!z;Kh)Ox5)%#A#yT_jXQ`j6aauc>XvqqJY z1@i$tgE?ZatJ{ryYN)YvcyMAXnu5jUPdln_aL^oIb*3gJF^4xTrjdINZ$=rA7@TlH zuZS66b32Y9Mmit+H~1)qy?KdYI^8bAWXUC-Vajl|GWjNmF&M=wTs1NQzN1Z)pjQLn zlwA=tyFAim$^#u83|cBGV=4w-1=*r=b4OQiN6pAMmN4N|Jc-rnVUS|cd{vGEJ_bX| zx>slHGv@GAYPkKl|B9Srj!DQP$n~3=t-i^MesW|lE}e;<6n$G`*e0d`F9qpoXH)h% z%B%Ij%WO345++mUwO!t3KpFqxX~@o;@!S_*6;Tbei4eU|!Gk5J`wIwya5j|*jMAPs zB!o56%;io6rc(=qZ>Utr?bTgN+{mH(v`A{*8A_B)Zu1P}U#YXu4SYIAJswR%$A2=- zPU(AxTD~!F)s}8s3Z=`^pTei56_@%r?Teu9lG7dRi?^*?W6G*p2?Ozz*=FEQR^(TM z@2=VnMLi{N0zBe}rWZwlJ#~sS^^)opF<#?uq7Dfi5Je!aLIcxm`I{#L^u4Oo0dmn) zoCNn<5EF;TagZX@Y1YFs1Icd9sb~-5;0L(PxP7n!EolDzZM!YZ| zL_UgonkmLp#n-S*Vyz;U*bgJf-7CSH^$N0!e26a+?WFGiGCO|_$tx$uF(~N`W*eP| z#hP>1i6j$)O4S13yF4#3qGQG}&#ASb6*A4DK3pxrCxb**2n$bik;k4G1o=y_aAm{n zRy>a>`~*`{#ag4=niq&Mx*b6aG$F&N@#b87zv9aQx zL^8|auH_DJTJRN~RyJ-|ttu;%&}yiB4U|PJ=kDyCy&w+I{*InYFI-MR=DC}>r=N{1 zo!%^^V7Q$e_nPZ$XL%)f*(=PVHC>`9mOdP4g^kU@*v~V3#pn(s3KeHG`C@De6Lpi% zJ!4&l3yx7Zlb$}3J8k$7wsnd4C&@e5@MSfrOPLzT`JQL7-4xi#Ly3??-`%j20qk~L zdsduV&|DWXfAo458?>uH4{YDyMR8H?`2j8aH1;{1s(RzHTLQL> z_W9`~lCp;>{58&>@5b$YkjLD`jM@B%exqq7#$lB3z7EJ8J;_c?AYC<7WNscny%W%G z!U6>=qS^Z#9MB#N!-rxA{d*BfsStBi;1 zF8{AN8hE?xx(FJ|fJQd*E%rfct(3-7Hq)#!T_%Ym@U{AS;5m?x2xSYa+3UVo;Ojsk zjW*8pbvsc1+->?6c8GQH%pzazG5Z89EjbgStOrhu7;tcEdjonD$n(}+SwDc*zlmy0 zsE2AJda{Vj!#;Q;V#$_rE}r4kWQuvwq!tn+3r$Zgep~U%2Zt~&Xq{cq$wTIVV`hS3kRo#K|Z51rdvupstExbUR$Lgt#hymJ$K~9zH&F@ zIrxJ7A-qe)dW_phRN;O_HPiy8)n?iY-=ucgW5`C<6@L5}Or(vuR{A;ajRV7TOKwankB3;8 zRK(r2*4a_%D%_RTCxN0K4NyfX6H6Y2(ULi?)hbBiJ-UY_yB-wB8T2x&4VJBjpb~@Y zBW@Wh*;z`jBrXAKi4eW>kgV}FBilfPU(#q{gfkj7?e(m<0 z$#}r%F)$)Hi#l3cIFtIFa8dVn)#w^l=su4~ZSQ8}fU3;&Ozc-&%#_z?;AteaX=)n=gL z!R^!ZFURitsb)6Y@%pU1e~i0!`_gqc*U}c^D&k0sSqGMbTHG&ftoGGr_dLeYwzLrb z2>h!5VUu++i}i;IVE3TeYdGbHl1ZDIV$#3KpuwEBs1rE}ppm%IMAHa*!|uR%IPf>%u?7RF&d zo>bzmi;L^*9y2s|(`yEl3I~0`{#Aq5e0jxH49o$SZX^iz7#O!?U-bLrh(!%hmgTYz;oz%W;%8c7VFpMO=M(o#Z7RY$zlkn>hvEi&=K$-UGitcRpPa42;(jH9%jG0|H_p^>jEGR-(HO zbDw(casU_h%H^>1JH*bihr^2+G)0+-S_;P<>#rU-z6D88{wtylEc|FMcfW%X2iGom z-*$ch_AlNeqKHQKSZDCZVTi979-AI$Ci9v4)m zcFSdr6h_c<*3<9m3b7_TJz2_sAa3l$7c-e)5R?IgiD+)!5NByI*A3k?ZgMJk7ywg( zDQ^~^T5M}YDzrE^=&c(+>RK6l-_X(`fwqXkTw&vAfwI&bG2tgYhh!@chk(d^6NI%o z!miXBrVvQDgsUb@%=yv2J&(OpfW5`{+0@n(85bmq-)-rH%>t8rr^@YWkva2EA{Sc7 z)1=5Wru1k8l!%ew0;Lyb(b|@d<(8}hp-$?}G84dZo@C9=|H+I*cNy6iTW!(e$Z2lOu1n-bh=^R!7_zn;rP9dhXs;ZFY55e(}oUtW8vX$t59DR?b6a zY+?eB+*s#aq@QDU01`P)N=E~TilTXnikhl3GO9?KS?%u`sx!Le7bTVC(7g4*2;&5Z z&f+sF5TC(wad2t*H%GDfM}YPZ&&~`F%#1_mn;IW~;tO$!+4`3!RFzQj$Kny#m_a)S zk|H-Wz1cT2x7q))pZeheCX*=xkkQh@ZSw5^3bOKxNg)$!`DZ6IfzF>E2_q9*`A6nN zkj`%$^-)lG&}8S_bYNm^Z*QN+SZAN#;LLnfm;>6T&Y}UBM5L^+(6O>s~5(F(T`D~X2 zk9f_;=#L&Zt}Z#=3^*m*KCe55{tGP?Knq+0Wz~Kc~JvhpRs-HU*J?YV8lA(G_0_8btn=>9{l6 zI+_gMPWo@I=(lX@Z!h?7;L#8J@een?J*wp;&vKIQa9VOOch@(Y-vpVw*tu5de#r0($vb(>~k!Vp{W5l8V5Iq zTc0oUJ766^R~o;|9Lo96DI5^yxz%+RpVmL_xff{q8pq)8oPrD6U*H^mK`$J*pWqRH zcmPO0{uA8i{P;JB9TN~H@-H7=D#Z_h+F#%We;8DM{uBQ2Q=j1z+yMw9`cD8qmF!Qz z8lMxH>nd*WJ1#io1wJBXhVR!;IeOq(FCMZV;2Yf-j6VGb_>VvJZ_yXT=9lh$!1iHI z1K*|LzP=4$^LOe{=+(~86<{dMZy;{E`WKXMuZ!kdzP&L(x zNV)m6&HUFeOG0h7&K}5KjYggrd}U|dsaRZEx$r!sipoV`R-C(FBr(r~Ro7t(J5V(U zy`EUDOTLiSQR)^RuRe@nD!IFs0a_UY7}-;N=oQ%gq5Xvls9Uc-PWP%Wt$;RvSBWGO zu6BDOs?$Q=_7|!4HQ40Z*pPqMls9S(Q~f>3v-2VqK1(ljnZ#2Jv*}|*p^l|PVWpxS z_J7=NUTjf`EFZEIxKhAhFC>vA{Zd{@A74k^XPzBYP5*Uyl&!32yzexV>&zW#_Xdf~ zr-f<`1DpGaUeI=c253Mwk65@!KZH)2DJ71@HcEOiSL=@COSY~=1mQq#2rg{BrNxjl z{R!%TJ(V*ANGlzoBT(Uf>lS3)yS`<+Mz5rpb|F@!x486S`6dq6YuiUJ+IRK5jGW?b z_=($}^oz`$OHV3A;`;mmbK5Zyn$v>hhBhf&uzZ+}%N{t@TEG+`p~78fK!9&eCbK~VRkQ?Bfp>Ct8H$ERfRw6?o-e;#ckA*GRk-Ga{1YO@<4r-4hBD}4j zQRxPr5GJyj>T>S0b>>i{xtjVz+WM43Bc`BWJ?0VM1=icFTZ<&oex7`e+CEr`@XeYOG7tZjf@69&%|6WV^L6T^alxd zT9r5g90xg*z8X8SP?Si53Hl*#Tu(mqqa|v9`^W~)OnN0r zwl{RmTD$vxj^Tml?N;%W@oamg z!3ZUMY70WNZ)=g_a{l66X@T)?9uE8?^=ti!?^SXyGA{UYbmFr|qk3YD$_Ut5$9vN+NtLjy9{pUjV@2=ol8?m}hVPp!Bc*=uY(v?YI74ejqK zxXlU<$KX5j@;W(W^no@M_A?32(ST<3sjwAE>mD-~wc}Hh%yE7*XWSnIkd2R+0bx8P zB_CBq(a=kXQ%;qc5D>*CRH8k_P9itY*K1tx{{lnU@R5NScVNSu_;yxTeN;hJ)rfMK zgS;wMw=bVME76|^e3Ha*Mq$4jsW~phI{wj&J~o)E(Y?Y}2ZQc}@dBh9r4ETxF+j8K z@wf|yUPhZVA2)QBia~5Ov9-IdB>?p4ntr@#`Btjj%vIdOS)2u zC@Nl^6_q`jcDhf?W=ms}lxYgE19Kr_ta%X_RAX8Q6CB12NqMvHaq8f!G|8N}h-5B3lB=TJqLG0@GpFxB!gJt;8_Sqcx!K>u`nYB+WA?&A zKS8c;bLSv2jJ}wktb6b#=JLw!z<(sXs5#5T<#*ZqY#OdMQQvF=v-ffi(irtEg#AKa6Di?z?ioAV6NgCM;cCZY=c}1DpL(M!hCg?V3=8#mk?zL zdSJg{u5zd7@^u|hNNA=p6WWXv9EKMV3;6njICxUhZHy4UJy#hj-eQ?+`(r})d`!A; zO$=b>(@v9F5!iJfjJOiGUr*xpHhra-tev}UV{@1x2|`oR4*}Y_clifmt1{vyns*7$@&*(u0t1F_%t|E+ndFIQa0ymU0 zc3VcsWI5gbRh?^Nf)-&GMw~TWa=zxj*JQF{<2@U>m2PJ5n~)Mk)TU_k)D^H$T(p`^z;6A566QaHe`#jg`q4}do+A1jVV^u9B+#c#>ih;g=XK7FJ6f%4IT^v) zRFX{lHz8yfF6vLpsp&C0NaoT2v!owpkNi0Qpt%Uu;9FQyxH8W zQEF@;)qh-A8zvuGhTNS|y8i{Wq>@C0e$_+~^GN~`x?hnkUoepkvB;u-TA^n)<(M3n zS^4HdYwFDaLZ<*30Kp~cv`JO2%2_$|Q%EnVt zf6RA?XIRc(Yvgv{?m0cI{vOID%iBxs9oG><33#x!K}qjTdgaLp98tyVvX*ZVyMseJ zA-RFc2gyqfx=U*oM9s6+Cm$AA8FrMb-Rsqvo&<57^Gp2}RoLo>udE?qf6%b> zSjzZk_r^onqg9q3S(MlPM7m`-$O_yG_9Y%=XuDG0rqFViD7duXW=kA0u-eaxsIAEg z4h)ycD1p%WO7L~2Ol2(+#NC?~?LIVm8Pcng`B103wa1H57TT!d;W=L=`eDhDPXnw= zXFyTAb=HV&RrA$R{lF&8C+?$wYZJUXmyNXG30_xc-NM#ip|trfc`KG!{t{S1lr8DJ!bBPum7BrTG)C>ocv$^wZKBoiX0<5_RiNEc}$vTt_oxzC^HF-vLV_5 zcI(Mi+D{mbgwEjxBW^i(X>mld5;E%tc&(zBuPNLG>%rO;7&+K|Q@E(pWEPT}GpVMq znQzXd&Fq6aWLbczpRJ&YA}x`zZT}06ujzXtem6&bw$SrSn!(^k14Rc| z?w&7zs&G7V;L$pRReZY)Bfe z8KH+brv}JY@whRdc#s~(C)hyMsks9zZw5xt0=Gga$cj?g2;*QuAMJX;PYjP$uu8*B z{WoOTs*dDq10lOfM{kqz4q*&t94x3Bi~@I_ay{k#iD#BkCC_L09;SM$~3oiz>hAWGc^ygv4rM5s%+&b3=Q zPydZKjkXZ67hV}Ky zhA}%oi*5kouCh;+R9`d^NfH%niPfCs3BC zFlk@#DbWpk0aqb-dmZV(?b6$0oivTI%89flsamc2+fzKbO2R!}b+M`*pi%jBsoMz8 z5=>TTCWxb3u{1x33duy0`yS!e(JX;~Z7V@``7h=npnE6RB}>Ua;5AWHL18?+8?NoN zCT8;tGGUKf^mqxt(IiJZ=mRYnQ#}pV#Kl-YG`JfCsbmsDH5~c$2@V;*OycEbd9R;O z$F=$8>Xki&68JN=Ht|;z?{M+PCvHW7M_f}Of^Y@EwsPkN2)s`Wr@)8?E~TMd5hfpz=N59-7&-IAJpvd#f4UzUgSVneG( z2SU%CwQPA0!C&(}f#srFfSVWDGA(u!G#)8C6$smXk{T8O%J+PO=xTS~PU(Sz`*dy` z+t+1D`*2&G*KaV>FtSO@tE5q?TrN77V1)eXkJ}4lo8Oc;CjzJBb)7rglUzd^xY{o)yf(*5dOVpdJt=2aW zg5e{GaS70ME?oqQY7F{L%lUiiqz8kh1PQMf1qK-v_a9A6Lv0-GZ8PN!H_+=ctM^!? zP+RmtW(vP`uky@arX{D^XvObxBf$BdfoG0!p;DhrG)RnY+}0-YAGShcHV9pcv2bUC zBmYbV0kJj5Q)y3pd#<{C)Nq&1$eAcKW5vbZ3)|eb7Zj*VLGqHJ`_}*;1ZT(Z$DB(T zn$4BBYD7yuh-=WclC(LUL}>5ksle5>86DOI#(ydqNkub@yKGO1A7Y>aIJfj~6WZZ~ z0zB{#6q6I%TkWJ+%;=lSVxwZHp>pUPs$oEJPNZyHl;4d(&{qfHu9U!E)Ycv5Fc^7C^I&6W9p$0I5Q&^C z$%x`%%s9t}8J|3N>^%wOq9N=LoVed;>WpIo=@oi?F>81+5WQ!k*1tISuYNuLw2KfQ zl_qm-%9q~oqg$85b;DIwfi_8V*AgO%C=$MBz_ZJOU!5D5j)y$v_RknYzX66m4I6cb zinp6yY7xs6160@YY=S;J=?<11&Y|lhi?l`_M@v03}P%uwfzSFd6WXi}wd=VY|HC0Fh; z9OFSZS4#inxq4m$`sl)=vJUt83b3a8WD}ZWCP1ucY7q_zcps5q6;4g`U42uqF*-e* zH>sb!S`QN!yCayUs3r2i_I&faeM$v%XqQpAC?y54O8$HZ&` z9p?xZkjw||Mz#~&@@V!?D>}=cyWJeEs!q@9 zmPCkR5r@))Du)Dz!t71e>-6~^50Oy%9{EKP=31w=XA-4{D^1x5Blq|&@bpr zJsu6Al&2CQcCb83@G7V$Iv%np2W0U~_w% z+|d8sFm=|)NX?en*=cH7hc2Wa@`731@+buCTW0JgpkzA03Ka+-1?H`w#jls_J3}f3 z!mZxE>$Qt5!{!c%zMnyNl$T)i8BVjFBYDvj2<0`E*SN#!#El$x zw1bE}!#RYsEhnXATj};)d-p(D3In#~XGHEGd3RId|S_;(`f)?xKcHOhBdXO&yupmFLao=%tr}F9pNl>=DgVca>4^ z)sGeHcv+Z0^avQ#UIvjPulS7&7Z3fqODI8Au4#OYRIL_G#DF8#H&W>fI*GMv06S6b zwUSj2j-vjDcq@TpsborQx6SA2n)#M{F8B6U*=ZLt0Km3LYDmdIy`O@q{Mw6$;62dz zlB?s(EK%1t%-w-E&6EHPw=jVnunti=;f|55+jK?k7dD!Y}ts+u#ZL%d+DW?w$~ zWprMTy21jb@`_A2N)aqULJ9c6__2~pcTr+8GCZ4>Qc8@(;Yn8kDbwu2B6e;$B&INQ zY>4u#7#cj-(kP}N@JyRF?v|wa+T#7%NBh(Q;Sw_9*$a^EFXh=sHzmUgsFOhqsdlZKkf+q(&X5zCsb%rd~hkv!tj`Tg-y9 zRoVYY;rUED zGt}lE()YmkoX2v%4kGwNGbvRoXCpk>Bx+|I-jIy$avzSM8jvV;PRstgDZ&b+>Q}}n zgzYnK$Z2jZaw#ea?o&tJ@R0yMszX{*=9)t8y<4>4w^$UDv@Yeh3z*b~q|*q=T#$P( zwi1{)_qBEvN0s*B9Zaodg&a0BMI6p_N`4Q&fF(P!pYXKwUNytA5VUDrBQo`fsnrgq1GIgf+@!)D$PG0$Y;gh4+B)@+4^=2w!#(CT|>m<^gz&zpOwRs}|H zXiOI&j~~UG3bSd$J#Py56*AC;=o#v)EPQIeId%~DeJYTe(p{@i`o1|9TnQiTA$i&N z5YXHA;K5yMh73}?%f@)8f{S+D@%eRq&@`ztYk|+lJ|P*avTb+1K+OB(Sh;ph@zEa7 zre_qO{cv!W3_D#86MJ}x$1E!6v`3x=xu9_6Ax~G#nxSB}G}1QBr$eDduZf)D5DVMb z+p{#3v(8u!cUR-kZMtezDD&yHgD?TlQ?JIQZwkB|#nAS^%Jss{StIZK#p?I9;#xzv za)3p4d!e{0bp^YL`L=x5CN}Fk^*;*9#&e3nAB8(%CkaDX_h;mUpnkev9k*i|Dwj>L zLv%%okt#L_gFaamHlZyzY>X=}I|bV5`BhKD(f!CD933&_myF8jf>6UDNX%C_-~Uw6 zz}e7?k_An(M`I=ZXa4rKbCS}uC2vV`?lz4W0fZ-EEsBxfALNqGv2!M>2EfI1ch_jtdH8z<3Nk&*lo5*VrR{Ae30ZvS5D1 z(YdlMyPs$KQer34DtOVeoDvN2Om3}Lp-MsHgo2(cU-^aD8wWG_1t7aSVtW}F`oADz z(j2Ni&GdlvMX9P3m$98!cZe+0(C%5uOs_E<(ro{2u#i2BHXu%NnAt8DEONV>^IER* z`$sO|W(pN5Tb{{-0;XvqDfyMRkVu`n{roF52oW?h6*wHoaRqt168tJ51vK&=+pcRX zOPc|~mM-{dF?Na?fqN0y*sQ#&G+kjb<6UZ~gWSN(5+B(~E0NC_kMsO~Wcq7R!lI@F zH@Qihqzu{wJXNUTFgVOQs|YxRWOcQ0krVcw4MSM@DfY-CmbO+YR2gSeElIN=gNQ&Ej%JCRf9_jthAqC^M9*Sl59bnxTMZp5@k zw=UO+5PI|g2dzm-%yP_dzvuEv(W((!&EJ7QW;C{$xf{`x_LgQ)D6_?iQ> z>A>X?wK(&6%GG@nZPWV(eAbs*ISOlzhMb~_aCNvB$$-z5*uPnI(%&ffm?RQmI8C&a zJ72?AoG=g|FtUV;Pbe&wzA=8RK=bAl!0CdF%IC-5*?1onUJbbs8~3(BFEJRf*#3Gq zw%Azvd}1r$hTe|10WQ#;(!CnhGVLivf>;#y>kTn@5SeR|Db^AOnt6CHIkZ!_3Lqg3 zH^or2cRoYNQ=oEbAwtmZLvP?E9S*63`3O~B$j~ihs{_@TB(Vg!Mz>1iASoy*J{36- zVjd&Rc4m(|X?0$SPgk8Ba>D}EisF;u+e9trA^~`4YGowL0b@V# zRWbBPFJ|DC|8Jb55~O$IIk^u0fgTrc9fX?fb0jql^Fh;8^=f#Z>qWOpyKe2uRBSRb z<`I~IC&=|(5jBQ+t&LnoyG`!}-NJ@no&f*!_)L*9R2ZGHd5E#v{ByxS)G zD#y&?0HdsT2o-ZKVT!Vj@n1`A?}9Vof#HqqmN^c-=k9yDYEU%V6azpxlR6Ifj~UBT zk^5Cgb8V!fc@wqU4f{kK>#PdZ0Zh!IViuErmG%7GExnLy-wPkf7h02^KMmyc=1hag zPtTbDow*o%_+}WcTm}vmMoT`sjLuYTm(x)jTWnnDUs#N0+*13^Txb=PcX%NI(Up>lMprOSIIZD_vpaEGCB*c5@!^0PyJ2+IIlGGMm3%p_#VbJVjFT( zeDlc#>5DlKjOg-36H>IY3(B!D%Rrj=AB5>K)reTxB#rvPoJC3nV7NcRhasW2a(zs# z?#}{hYED;(^q&3O3S+MsDCgdg^J|0|0n(Szm|b&)LujR)l22|rJe#{BaF}B`Wdg1b z4Eqa;+gj)b!PUhIAFRN$s+DkK^KEv#Tq z1B-=w5V`7P>egErSl#Pb&?A@=&@yP`PDhn8A4AGG&wm;{y|x+j^{RlK%PCn-qJ{oB zg2=)A$(JrJWXG9=$p9KJJ1BY~VWwB{0y0rVt8?%^0CV!05apeumx{MqPZg`(`N$>9~Zf?A?;>X}h6*!z11XChULi_{>=E0rycEEk3Ca?Jm9 z5gZ6GAo(&ySJA7BDDxN7+RLf-4OAs0#4bc-)-X6F)i_#TldbJp4Yad{+WTz%vw!DO z#D-S?Ju8txWe}$>1;tdsEQ&@#vlqC z6l+&uP+T2<7LdBMOq=?H3a#7d4hDtyOyf<0n%@_EfI!P49HyUC{Ov9_0O-SrL zX37*3n(rY;raF%=O=S~G-aOk}OGFCH;X*3~H7+%^k~yhjUc8jBG+{}Th;_Sq7lQl) z%)7}r7!6&=9m5zr^i}1eBRx$Ktgw6-G;=a10GB|^5LxEa8Sz^B#;eG(pHwM7^AC2hF$py((Yywxh)%at2JQp zd~HEbibOe!?}++4u_^hCU9yl1g1NkjI5emD2d=m%yOs}+Wyq584j3je!g@UZ2TK01$)>jVWxojh#~iLy5>b(mrSpA1Dz^0h+6+d&cN1(i_U zbhqak;-&${XnP`orVPeoJ)Q=#eGBs`tqH+rjF8gEmf&(CRzUL9KzC(%8er}5x+)@A z`069_y0xmqRMRHVI4lpVpF)m}wPI3&aU%*1={6U8k3QH%D-QLtoR?RBWH!%S?Jlu1 zG4YcVUGt?S9#G)MbNJ$-!2kOs?YIz$BTy`X_8_6tWL@dmqV`nNSq$6CXySbLk)7Da zB^IvyxRkMyGqJZTvTDNgg>y76^+KC%ZUHm~7TjXK{tQO#dS#|OgK0P7T+EV6XzKHQ zjvkP0be!OUkHl}NZUtbe=RqW9ZqUbat1&94FMBrFs=jOuCbD5|0uFJMwN!k`6_P4B zv5byxtSM*JG2lFo6yep3xPy?T4Rq$-tI=C`ztMlgJVvsry{Y`#oYl}@cPl;fL6X8S z)rH$CWvDhM>`W)+&ZtFFT89G&_=LIM|KamtX(<33FM1QKt&&x+IX)g-%34({@dB?U z4s61d_zH+SB^JRT5hUKG$`W_q{IIGR(Z{Tt`CYfiL*_5O8~&7!Cbsl0;iCj`yltxr zC*ze;rLJUQ*6jj^Ia=Qv2mc3w&BEOo);jJXV9ct^s@ZTpU%Ou(pg>M8b>esV1%d4u z!Hy=@4;gj^D#m5`vl=mEpvM~AB%1oCu(Tt}t+DiB131Q^v94_Z$TcJA=ch&6vAjh@ zp+PERlr7_O^p%}`+y2h5J z1}zPi*l7#0EG(hDgDn`zD3bTa`RTtQqB(6y{Vpx9&t70 zDQ_49c7e^hxm79VMJ>Ea&U!9ZlSve`G1sk-BaBchr>xQ4X+^>GWilzv42XTdJ2}xX z>i74~PQfVll3uJUdR3eFttiH1(3OJelUP?%F#XbV6qQS0~v z9Z%GM+W4pMw#F@xy+#>!(TJED&X9qc_bmLvj0r@VtX8fpS%0={E!k6?hdb=ODBcb* z*$q5Gv-Z&v=D5Pgv?N_^EnbLuY*w-KBoH%_UAvJK`A-tjZ2~%oK079&(g8JWN`e;Y zw>BVb&>yutuWzz;PZvkc?!{|eWV`2pLJrFY@pU@CG*}tzAEnZu|Hsg0-YX0+WaGm(4|XW2TE!$t@5L~GMC+HWWa9vf%ceb^gHU_Hcvr#txomEty`Vd*5`Zd7AbXkXk>$XM9Qa z2^p+h2`Z$BR2jXj%-AN(>7!*c%y^kvktGZ(v?3Wn6c{u|(X&m3Jj%$r-TxDRlF8qh zXl)LfuE;q(@63Dg@6OYZ@$W(VQ96NRZm4NSc}q#NyyB48xG~*jZJS-OEmRI>sZOd7 z!;X;5(E2Lj_Ip=M^)>i+|Z7a7#P#w#LCAV6WLtq68 ztp{_0Olx@teFYT0J8%xMAfcd|xNgW4Y7gXyDIUYaoA##<1C{z%c;3Prs-SVCj^uQ& zI}>J{b32~aZ+@#tf@bJkYQJO$g^0FmC+ z&szl8^KdM)E4PLcpRr9yIQ^QsifS{RAWMa`Lnmy2P(1a0^AIqa|G=kw;FHq*FLHe& z6XMHlk|eqVEvdf`+?%*nj2XdQDBez5*pY#SKPm!>7S44Dzgwsd;I$u4ea{#9@1VOQ zdI|jJB)7Y!H{&h_X0Koop}P*?haPU{|Y{a41&*`E$S|K5(66YE$+J(R4 zW!sNA?+a^rVnBO^ZXpTr(WO#lam=9^;h`Oa=8CslL#z`r6pVZ5EMaQ?vpRhA3PHw?oHLf}2L%vK34CHY{wDR*B9#V7t2poYa!??yFm#^_>o(-3JdQSRL&h)79vNEAb|&(#bfx zNcPC7TG*^cQlkRclNX4G-x>2sh~GBoqvqw1yMALCco{|fh_S{&cmlOrn_X5QTY^+_ zb3eTNmkkRUj?i_Z*Iiq4e|KiNXppuB;Tuu$MUI)^Io-v2la%N*KJ39 z6xWY(V)2EyBlk<`_w5Quk}8a;toSNru?xw`4OcnVB$0nv*Ob*Yquc<#ZW9s3bmmbF z*W1#Xl!?kx-R9rmU-otHvFibZwQq&Ih{YhV3cy0ApQDU`OziCq3?L_F;W=+~jfh5g zY3zjmum>?E!;~t=3AnIns3VH3j#_BT$=Twu&nuL16yedjYe@!Mxn+KVh>#t!J#l^4 z1^AHOeI=@$!`S|6KOTIAO!`~j=#bY( ze*tepUYGg77^lER{Hw*Om@~p*;yc0s=Mnc1?I{^I zsx@1b-}sWjKtb74Jvwm%g7mKv9n{p{wk4ap{nQVL@?paPNAcP{%JqXzvEgkUc$mG! zf~u&4`T@mBoR{=DVawX0!g@q+F3A8w-eXxy075VDgbhgQ2SJkkVkuxfu3?2`Cc~D5 zMeIWe#N59X4)D@>ou-EYEuwP2IRH2Da;7%q##zuh_;iMW2qS521uoatNsEH&%M;bW0AqMWlHj~f*kr(W_Cb`MZa7Jf-70#v&@Y?L| zR?@ynl)KBmqt)%^2ow<`{VZNbpPOLP&@RzSuFuFx> zb){~##6YnMX^RZAnzOoL37kYc?glxTKSshNqJB{N%LTcCJX9^({i$;PWctALY@tEM z9hZEp*D}esyJh&a1~sMneS1B`)S8d#v&i8!{ou&?L6v>UviYrX#eJ6dkuK|DE3d!f zR{ytwFRhpSOS

Fm?`0q5uoFEuXS&+qP}nwr$(CZQFL8vTfUX=iZ1n>yGG24l@5B z_ugy$b8gf!=jdIbC6x#tM&>E1YhL%6Z00?W2kIskd06L@0rX!RFc_|Mk(gyRPqRKX z?*kKl#>#p}`{*bPatq9>srH>{Z*t*xtM0!$c;LLq}7j~`ZMjU0Fsp74+EdM5G z)$YvdV@TUcFG@??XNV(tvl`Sj?dHgQDt{(-ar!31U`Gh|ikpYZPDv(EC29mV&r7B! zZ^es4o##FemSlOmuFshANUJVBXXXas*08q~>axrg^VFz5Zt@SMnDDpjJa(Yq3bQnf zVGzbk5a3=-^zA@1!|V*Qx7WuvyiPLJjlIO5Ad=jU@O_c^^m{k7lS3@z#o5*sV_5t5&QZODy5_IH~A&+i=;r)Ig*9u75BFY1|a%# z>(2{5XM0_J%;)yCSZtjcOb$x~L{5h%H-{XM-fcFfYN}k<`??%_RxF9fke2LDHa1v%P=qKOJdWr;QaL^#sELdlo@i+^K@&ys22XB(l z$NDLZ%_VQKRU^A-8lzpJCFCTRvfFph!bFHbC#`@q$ltkZ>Z|1cCdcuz-$=P;3zbUN zEuK@!@xTAL&Wp;?o@{T1^JuhRiLM1>oUqh}u7JW)h30-ze5h|2v|6#KFWKQX>Du$A&2eTv0ri>KSBlA{pp zc&?PB+dnSAcTdgbuIAAd`#93g6TW-2MhN_Y&b5Zii@3z-VL2`7lGz@w`VlA5|RdZ+DeM>s+zfXt=HNC)ybj-mK4F zKmgI!5PEJ=x?zRjSJF&gGjlmFw*ZtDNB7y`LPMbPn&D?3+2JLCqTL4wWGYtBxfd6J z_Or}4TDAzv|8-e0NkzvZh6}naGhb!*A)9h&CzWO>Hyfnd;o6@Fc4LrOy|*X%yn2g5 z*;5iCq_hE%*j%t6)Q5pfEvf zXbqsNKp0Yit0Rjm+9UM<(2Dxgjo6XkjYbtIPL?s!=ndIP{ao4gcXP} z6F~FaH~0X2A$Ep$*LKLK{N=6MIHvn-kN*H-lV)oeh(l)rrn0Y3&aecke2^<|bRU7`e z;#)SLEy?)!+lW&5duI){La0|qGau{yYAk7*A zmi_rm8TQd{^o2S$=`I!>-t;iU^PHu3NURHrp?Tq#sK-CMW7=U*pxkN;N;VU%QI=lr z#f3#BOEH}`a!&(ECy&MBk>$-4;UP`TL2IY+9;M-jVGFWk=cxxw_vmFF8>xz|oZ#~V zdSL3Y(*i5)UV~ME0htb*f4S)#oT#^5`@;QTASC^k$yDEinR1(+Dq0?r*qB;bxz~Y> zM-0%QC#b*0&_~fW>BOu%V%K-7fUY^); z=KC^UKBszeldbu3ODqx@JNF$c?5KJ+?OgI-3*jj9Utx88V1Hz>O9x8aWp`wU4uY$G z!3_ep)MBU9(@#vmP`795FJbYqkhbEyAXqlZqmmieF~z(EXSBg{1569L%aVbVqDy^u zg*9-|WPIN`!c=M}6mCWv_Kq}(Zf9av^7bbZTXTuNcijT1KycW_#ne6q0Lv7PZd7GR z21mB-zKH3pZzyZO9Nli9VNg_$0(B|=^PP0fLZNcy>ar1fzK$9i&!Zu`eQeXOlslxz31iTnlNPqGYbjIn2@J4uB z9{73$Y93X%%iul*UvHBWfoTzqiC)-CM7*PAE#VUrrSCm%&bKpRWKr)8O_GB$wlB1j zn+s=pjnJacIz%HqGY!mRQ`7$4i$Q= z92>^0c#BO+p~TK`-;()j5A^b+qPUbwB9bC#h|(#7wE}~5XTi2BWvN^K;Z1IxAHpYe zT$j|V)HQ=IQJ=_Pj0$b~*K=0xQGl=Rrc&Se4nspctZzb1`wUfnYUN2g8tA+RR|&4s zNv!oW1z%+oos-())-R{hRQLl`S@w5#e($79%ExfyNZXGetgnndN$;?WzCX%hYzy9Uo+e?`634?0@ zDa+-URwvCPg(`y^3Jn9K4dQ{L-dNEMOdc^x-_~SYd;&M;1o}bwYRm_lWmsJxaz8{Z z)4H9`QPdx1!qzpe1&0)PMSp?f=^ub;8v`HpcGWH><}(la-BT+p+ktsF;y4cW)5~@p z@e)u>(ZzSRN>~!?dp0@HLnLWr2m9u!Ub*!mW=w&!w7iLJS1@5P`=iDJ`i%WQm-UOPfO5MpCROU!VDo9+NR}g*Ps5+-XG!uRTD#@%jW!LL$xNdMhlW^oB zx*#kZYi}$R$3jdj59GBqM>aL%6fU)EgORzGuf#=b_LJYe<0oJ2c+`ez^+1xl&~naR zpQSlNt|xE~(HoVS%iMNX7WL2)GDiD5T&dW7@v|80#|)Dy90hcx28faVb#==P^OO`l zt^>wuLjxJMGiHt=Ovs|x*~MrT7piWT{4_wt&Y+P{o$!>>ZlDGUD*!-0U1m3^EGxCg1*bEftUS;lHj&ufj5aKAS6Ha z6aUfh-?gRF?Nuo7(qnmfqo8E-e+v^hCY0!5EhvvTJEGQcYoz`M8g&#wHpwoDmFr#w z_1#ww=_0HWh+tvXRV5Sc&K5n}UIOaH0fhvHxYM9nNu~s2Y};}wowt-I0~jiJ>}ns5 z1CdiU1m@LN7a)p~AE)UYs`;WXqEm1wT5!f(pWuN;5| z`|y3(fuA}ac^RdZsXns(UVnL$F5^63YsluKPNih zF!DkwXGela3Ssss_dET*sD6=4WWj9Cw}{3JNEt{n&3imT^^%WmB-oS&q^pS7ro)we zZhi?!^6VLbUnl<=?aWUTvW&BGSAcsAL7*l4JD5M52Z{EZRN&x)pX+KPzkl-tKVx7piQ?TpR>q^|2Ir1k@KdnM z*=attCiVK|jFcQV?k;2S$D6Je)cwsCt901_#Qwv`*RPMs$uYt*5h{9=B|l9+*bxmQ z{!BqM#_FYh6|)ZRYy-kCj_)4@Uu;kN>eMQBgF>8;()&2$nx#5Mr5KjqcT&Xy%XEIi zUh%S+bLrH}Q;n(^$?PH*Hi!1jPyV(TR8{{&CYxLfH3Q`{)cqyvmrMny^82R~w#e@=Fgj_S zERTS4lMemBeCg-)R{$A@qu~&_b|{-~O_?rAfgt7?pL>_8E3&~U_p-t93ekL0OmkZl zYZbKY0yVmn({&q6>u8YaSh$2$lip*1E5!nC$S9Q%n84T_CG{@PnHpWP|C9*XqR^XD zYN0iI^tKF$p`eN@fE@IljhEW?n0BgCg57V!@)y$|eBa?Ntv9)t#~r7xhAxVOuoS|F zr%Py=QE|@z!qoxkPJ`G!2Sch5k+syF!f?LW>cba8-3UAq&b5{5DdJ>+ieGi%h3oriquyGi@DP%minl|GCLnVF3s7U* zSW{|m4d5Y<`XkMz!$&zo!65yXK7f<(#7zen6T|0pGH#fdNu26)0%^|Dsl_VYyS!yq z$KKb!vR@LOfSLnzxqA@OTqVhp_LruTIGFVoVX7F0&Pnpm?bpr+nq}JNzA`~s^GO6Q z-5MdHpQ@0fdPnQyd;NQpLZ@lEC;q+X6h5m#sYq$SAcyIn=0~6b1;0toTs-7#V+s{b zr}RjSt-kb#F|lozU8Vib7&dt7Ql%P5h+oWUl`}JL)2e}~UYNuR1KI76Am>$^!R}%6 z953`p=1|wk@^us2R~rqi?mRTa<{=9!Yy<2;S!k@o^idVjnS0@0}a14e{c{|-_+E|*wj>{xLCOfWE0>Qkx0=J04Im~ zn!o#(5#9*|GeFPeKy*)y3zQ3F3lZTLQ@$oEZ@k5|@@2QG6H4IJUm21uzJ?#3WPTcK;Iq zQT(}`5D^wxmzp0D8j%zh(V6DRflY>g z89h)4eu$X<1Oj4DPfu%eUjgI;1Du%}4m@S)&TQkpg(V)hy|n<@$^DlbVuiqOC&jdP z30GK_lmG<};OY$K>Gh*^zYCra0;+Fm0R)B)JVPT8{#)M{`ETcSu)5Es*$L>JuICm9 z+W+skj8|ukt#gwc-6~;}?b6ua7Zn zDt>*fOLlkHmmkD=KsU0?;~^FV)b7>hi6L0FI2DSd)rG3 zN$PK4oyPhXu!ino&=08I;pTVJtrbrl-FM$o-BRqo$0gZ+$N5jv#btO#f354UVxQ~m zyWU;O*0WwnkErV}*@IOoF8>%`&##q`bT$r--tIV`?OO}N?|>ioIDbCYUl0d}+1X&a z@k-wE!(P?k@f3r91K&_bF{W#tf5EO%*&`99_rqsqwLi<4R>ILf?h~FCA~V~dl(Af{ zSWV1bflUP7hM(s*W4KzzhJ~1R`Y=v9IVYmU8JPgSsXWrov!~flU`C$_Ou70enf=A>{+4#YX zS1M{9M{KF@*fsWMy^LYQdfEM&f^vr&cl%OVVfJ1LLBCnxXlg{Xrd5(`Jq>}JztJ4; zFG1G{snf)=<&|(gaCO zR#KB<0pOmG9HQda43^L9@7nNJgYPh{wd0FpIzko|k1Y*!5%7h(1_n49`2sAX*>=Sw ztnP!V^a89#1BN+f0#LO~6&^Jsz1rC)NR0G%jHwwFk@RKbAujP5(MBtU2d--K&b-XV<*HXD-aGo9M1eZ5U!f^XQk~}#S6YCJ|({^ z9`<`4aM;^=;(tDDBKuWb)m}iq&~-}xK@{%_tv7={vB`tFN(HEM9Io-t^GnN)`4oyK zk=^dHI=ViZEjQKGr1`DnG5BnKr&vI|GymiQCh*}fenUds3IM1+^1O(os`b||>q@0J z@_|wv6#2#;cqjLVV%X*cHl1YQ0j;mvC29}ZAGMFj1KN-o1&%X~Xholx%6wS1>!!s* z5bd~(>AdLm%7h5WRpVQs)b}v0LRp>MWHah7@;41*@?>b&Y}Lq(&rssq=^QJsHd*_a z)tc1vetUvfx(JB(Q$7Vpn-r>@E(Jc@5yb{aPt1+18IAmq!)=)_!LYd2U=PMVe1-D# zzcy;Yb=`tJ_%%oiSpx&^`Wez_=+7dkD>YylZC&=SW5XG#ZIe5}?|ZOu zax+JOZ~da*2xCFr+Hssq3TI{TH5ls~J!)I8n-rNq5mps90kj5duEx;uE~Rl}ym!VF zg?;kps`YLzQmkbE6vD4Qv+kNA<+6A{+Fm5CU=g0~b^S=ypBl`(V=%Ek3-4wr+Rt5c zY3j;B(>OLI>JETQ6wsF$CeK^y6H59SXb5Z@^Mh_!M|{&0%K7&t-^v8xRBy_iEcmiZ ztKYF9<2Jk^RMe`n4Vgw1*K|yVf2y7xNDlb^vw8aHMY9Z{MfGY*O)E5ro+;_G$jMN0 zC7M#R2n;NLV~KcyG-1$;e7h_wd={yj4qn$?pnonzOKP}i3G`XoSIpAbjS-%;h=P_? z#{pRxX(^r9Vpn9mc0qf-jF!oQHKCh)#SF?*u$kLDp=y+%X8#_{4M)RTNP&>Zmrp0pI_=7yJ%gP*;M;!;G#U@=K8? z>??+FY9NB>TqK5fqle_r1sWZPb}FSQzosf{JKIXs8Rhj1TY?gaH58v|FbGe& zD+N1a8)H45I~tu=Y-!Y6qhq)26#3oQ0}xC)8M)BPH_?RBE60o;y^4=mKf4@?@uXv6 zV!s1#lc@pJQ$+~A+{oh_IBjtkX{QusC(YD!*yiM2k$E4KwW(k?m{FES{DN8Zjew2<5~G4)Alzz%7aNIJULMI^Atb8;8igX( zz4$x3dij|{Lz0}Yc^d3;J(>k9cDkoYV*n~I9QD{Bn%u<^$>(MpYi)d{iBtQVGe z(Xf4v&sy{feiU3wBQG9lnXT3~yU)?KG-5_X5%I;UVq3mSTMPzKQ%2}$W2PaVJUOWQ zIM3)De-_CjB{wTw6y`P<_|??W%+S>y-#&DmZ;V-WoUjlqf>10Lwx{YZJVKf^Bg=fU}nKMS*r3>r*Dp)qV+7bnbSduj#bdAMwe3nJ! z)RUv9XduD z9!P?a*PtnF69}Jkh++$333R8*Ep|++r~iU{*Pvkah@{mFHZullQXUWo&fxW)#p2aD zy4_5Tb@L;(1Wmti!=a#cclF5LNR)^hCEgDj}ogZ*tbP<2wH>q`T;I>x!D}p6@Ghzm)$*)o%&*G*3K#&iA%UqR(V4%jChf zsc-Zei!?PMF<_`s^=_Swyxlli zpBYlBxj|zaY1BOKwhM3>334BLqoEb z)?Y(rjt?;=1nUVVr^Gp+Q)tH!z>g-cIPRWbGcYf+AV{;Zoc}raaeygkO4hC$HTns= z<2Gv2TL*?^9Ft%l1`)C@Z1*M#3pgx%niWV1^5B<%L8>^^l>qqYeOHfRG%+m3%3pY@ zr#i0E+NmB-no#iD5Z@H`9iXFGM9IY0+{yOpGFKX^4+KI85i>c=FNX({SMWX)fI%k} zh%2mM_wFCfwsZ$m&(sWQ%`==fh-49|A`a+B2vaPpHN6+FH#}SzS(G)t!+kJF)ql$A zQ8yj!M}XkmCZ912K@Yygk(%UVAw){PdK3d2AT8uIj44LR8 z@fD1q>H}{*2HZ86+M>q0^aG>uWf5GUL>umyqpL4fuX9DYXuaJw_r{RA^4S1jGdWD8 z_9J1_2Xvl(%HUk_Lj7eFkzFg4%SP>8D$+8Ky^V&~5`8r90W@$Q#HO#pu2OTG&=E#h zRPuS%Y?i+my6r?|4eko6q( zKDm!Co`-(u_EK<@W>1k?E_zWHg`%+g>)uAHv4snkL>tx$bGXmkOR6U?Ajd}HGDID3f+>}Zc?9xFN`wt zGh{|1vbUGp6x!|}U3A5>1G`RQJn(|*;UAZxLH{YR1fnsA2OasAPHdruc+|g&T(Om) zKgevBz`n5JmX%c!`0`|T?X@wPXkSWmvj^m4ROnT8x+ga&0s#*~Qc@i1wsM@D^pfy3 zZU`?_GvwK;>J(<3I%0eIm&I2>5GKlHTy-Q7Z(k{nC<}r1aZiDdqhj53aF5s8E7%e> zg*3JdY#v*fWvg)jN|NKkQ%?d($+EK)qL6PAR_Xvqtk#R$4HyB*aT7aRbW>Gk;@MEb z>bAs>pOv$wx0sCpBLu#Yao%>?j1R0`&y1HMxV48@^;ALw!j4!coCOTPc;E39D*EiM zb4e4l4VYnd0}!D@eV%yVz)80&om=@%Bj>xk$~0En9BalGkJFo<1{%O4_6{zci%gmm zK|W{rjWYt!SCVqJAF*36kW0}ANqhtsK8{6oa@X>#hWYg?$zCP3GN%I*M?QA*w#M29 zUWkx!&2hpn8|jXn6a)uBRErQhAB*$VA!*gAo5-3zfWk*!P42gZdGPeGM?3Nb<8Vir zp4>3}ZU+3qd=eNk!($W8U0odOS&!sfS7>%-{LMZXn@UIYF`q z$Ks0t^TM#JbK76cnP$8p;R%V}vkrFnSUjxTm}C|0vu!WD z%cJOd5m3v7@kA380fvKC7EqsCu^xCO4~5e?=2{D(Z)N{m#l~iHvnD;|qKuyUe`9;F ztIkLol%lVrV3d%>!r1!7n`z6BRyAB84K=GMPwG?b$Bt5cA@T^Q`YpoJ(Y2@!Lb>+7 zmTZvsd7^2)-^YS19fG4|`q_SjcqRW!Sv z!&sI5rVDBr2mYZL&Vun}0DA!~qr?Fs5ysO^Ib&6Nq9<+fH;M_-z<6|=@(W6s##huj zBi;Z%?oQXfbyh|y$S0~9L<6M6_80?YfjJbB5bdDtd$|yn4Ea~ZPU;dX6*7<2Gj@`C zbWB_|8IVXX%dJCtY#G{OyjM_LwLd?3=MWMq_6lAcDfQ92t4%;*EAHnTuei{ zJq$)8f7aw#ZYmy9@qgAujV7nkwIM1cn`Q?oAyI>>(P-Bi`tYVde|(pW>pUg$_*kSu zjHW{dS~6Y50Bs0Zul6ZJNcfBPkQzeltS6u)>&s~`fJ;3l3 za_3brH4SdX56#)1F(ShE?ce7;1f3$eBQv3PiLF{27fU>-W;c3)&Sv|Yw-jX+(Yv?x zicmKm9-B1JKep(YJaC@V_{_^Tlb)~*Lh-h)n9`OQZcz~hsS6O0lXF|XYz#Jhpa&EI z|0NOdNY#F!L8+dZ0K_|@!fd~Yy6P)z-phpiC*PUB^lgCGTxfu4MJr@?rII!&4RhE= zX?!$qpSFI#7d2hfP*BE<`9N>n=LW0O6KcXHi~J%wrKUeL`b0^pYg_F3RCgVPm}z8# zlX{aNdt9|C8)>fRZRavuyW6(v?$In85TrnUrQasxZjjOl?|%JJw$igf8Kj8NZ+#H$ z+GBDy5bo?G6Qk?68lilIJeH!5G7-_ru(M^bWmNITg|yLQe+M$Egx5}H+clC{{@U13 z7%da7Vp}YVRss6_9BsX^-rr1j30EJoJ28TUojV4zV@~j3g9^itZeFtM=}*D~EUB7E#1`AYh=y^U(f@pR^AI1t$R&nWm?=>LEZi4X^WQ3m z7Yr-uegYCE5-L%k3#+kTWM2DPj&W!O7Cg(?X?4R2lUCDRgrtn4feuv=zGN9U@y_mo zjMM$@=sDp{^L5h%ICae7%#ygLH8}VV7Fe0248nMXGH-z5AOd4{kh*^BHNwV@(p z#UWpnk5z{O`W$)euT>o;sMKVlB1fXQjXD9 ziI!Rs{g=s`E8t!ny*^H!$qZ#8MZ1s)cDY_(qg?(01Brepf^Yo8&(4;lF-gJ(&62wE zdUD@CPL&^LsBb8C4cqSVXY4glBDIG%4vn7+PLd_hl000p{~&qXs~BRA2})~>7=kM2 z2>)VHTNW*RVm3G;8w96WwE6oX(?(<@;DIo)7LS)P>KnU4h^}$^siRjQ_F_UbHnSsE z96M8>^BqBe^VRjuZitkFszH+xsYqYmg?WO{jd-U(Ik5r#R|rB1b}q6X1FD>^_TZk1 zYf)jr-gt!m2ka2#N9|w>rg-|MDvFPw(1iK8yH^CzPiDAzxF5q2R%(;qCOVYidILay z0C#C>0Ok6nFLM5$O`9u~63z0{5qR%aTs0Ci&5;2wWh-#Dr0}aJw3xwl+g!cz+E*AlnEIUK`lNnpm>J^Bp>P zBo1vxme4fcG(`Es zrrF-4`(Ves4>RkXIjG`&?Tr)RjkDCGoRiI)H71v-fIgutZa_%K|Ej7Oi+enAl4i9r zvea0WO$EPW-_Kb!%*+H$ZNW|Ah5>X9qgYOC)K?`T(~hVCmfYLC9Pbo}8# zjuoK6OJzh#S%IT#TJqa*9}Pk6`5nJ;f0wo#O4!gE7L_# zgtX*G6Ob3$Fno-)&AUW-b?W2LL4E6>iVMT(e4~9Ik)k7(sgkNdc|yZUzgSr|V8+QM zB{$=yD{UKukqr`bqif!`IW)SIn)@oQGbDaLoq`W<}l25FkH-WuDGX$k-FS#qypkmuA|Nb~opGuVepzGQGA-dQj#xE~jTw7= zT|Ey?6w#y<*Q@a%NwF7P41B24YHV2Ojk>g@X~z7*hqBrVcv*q?vKhvEp(}&3+P^H# zb=6)HH~@O#ZKHlQC^ z;1g9262g8G0c$k&uDYD!_=8tD5=Da>y726AfLONX?|eFFI2;n+9c1X%=r6WVc)iXK z(zJYc#V6H0yy!GLc=&ITqCQ^ zGo2_o55e4XZ!Z|}1FeF}VR9&Lb1ckF$^8bdsj(F?S81!HOt}dUx!mw}_iS+Btc5py znwt6-j!s?&=>{89H-eLyG&t-Me`_9O9nW@EQ(!;egJLK^)_oNkm>po_2;_R%-JPO} zIe)n#QWyVu zi2fCP0}#!0{>B7MBE9cCjt4kC`}g7C+pAN^q)StqK&ASSuPOiwrPr*^(4k+o^6mQ3 zBrZ|$K2TmdZ9AAAH_5i~^yo2RHYnFqLrGOVho!JSWTIq|{ZvvyFA0CXrJaq)$adA2 zi?QaB&va^m`%H1f7Y;v)8N-K*HHrEO)*(Rk!~J5nAYUZ2^>?Fq%LwI=8%Al{7-{8G zMHD@pSyamraHYuyi|ObYN;Ny7(InV%Oa?=yBtTm6jFxNxpYwj)3j79OAqB{qNlVlutG6~ZUdMbMFTrm|_GTQD zRrw@YY^D2=DF^JKV2EA`<+U^JWm%7EFmoyj9uW|L#P@sPwZ*sK&`g;W%;|K(lZ8p| zkqD!Cw&VAW$6rC-QH$R6B?>~f?w7DlWcP5UqZ1Ds!rh%-i0x}W7n&rfSme2ROMy`@ z*JZ2Q7tz5N3||SB1{qWlZcHb56*EMG8;};EFyqJWeG4JnjD`Yf%|RGo&YP?;Mz#04 z8OlF{X7buv|5h`}gA4Ac5|5U94SDL`o6N0XzI^0JQ<&hH1ZQ>yY&zG~hY6Rv44QY9 z-NmXwLxzk0K^$vezvq zgz#&45tONhjUh*V_wsiak{9<`@kbDY35F`t!p(KmG6FR2`e9oGBdAnoS(H8#5jveQ zOE6t+F2_gb0(2EpQbJknEw=aJHsR_`+D%ECmy}0nKo@-J=1S>PE>wzFA71Ta4AliW z(+HTnM7K+MQa1CTTjbEm(OnvvH`Slu=_7LEvwaB(zC9c0fUDTX*gh?=Ax#v)tm3r~ ztrS23=#nfiDQAO-1eG#T$i-j(y6#8ipmAlmjoi%|Oed9xB@5d^(Erv%Pi3I4+V?Qt zjUu7>ZJRBt>@`Zm2c!M_mAeSs_&bzZFY_&ZTyZTj7Wmel(DlnSDHtfiQ8i6==Yv?M z)R877GVJ{##}oAMAm=FY?J4S=GnMS2^p6y?oLvtd7ird1jvdOe{WTa2vn!8enTRTS zm9ohm+Xa3E)wIehVMwPMenxO!&OC$*y(NmHAZ+22iN24uZy+*!xHQ9~WEav#zf*DD zPYnMc>~%8JO-}vEX}!i9KlMEGHes>$9UK=}r$2IWd{fn12k+DVV zHyNwGSHZkCaZ!KTZ&0B5ID8wGmFB5ybmR*fnUsG+^R7YQ`ZcrG?&ZMI?2Y&-sZJZ; zcGwDz*V+9SYI{+}lO5AuSnEkuo@L+!1Qbk8>b;$pfmSaLVMBfC2nL7267A^OxQpZj z6jF0DoupzAH)#ECdNQ>70J|1DFXw_SQW%t{q3EVzUJv@CZAcg98g&ZmmiO2a@scos zY3#^b^)wQecs$p{>5p-U%haH><+@s{2s1~I$ORvePBK$Mw9zcQkCbuR+WKk8)_y)@ z%*lsfyuNm$4w0*BX0)^)NtymtTK8b2<-Oorg~8qaVu*e7m}b(X@59IDWS%aMGG(WA zia2*Qj%{$9v^-n=wjs6PP(XA?3ZhJ3aKg@@roBN-Az%i$(R=?A)0VAmh`o8v{1$wE_fqw~`| zW5J8vyBD>yfOuyfOaC-Xusa9_%PFrMsN4KKbI4kbVf3sEkaPwmJ>-02Zt8Ms=N4yKFvjHFj@F=mDkxiAV%h4k-$4&G4t3Dan(}GUvM~=oc1iyJ z6Crmf?aSKYTD90wQ~?%8=hCWssnaLdmOeoHI3@)LF@|fMhm&NKLcz8q-o|eAfN{yA zAYyYL+`}z-P68#h%tvuz=&vvPU_jA|JJB=sI_fJ)Nozjx#Gj5oY0JUkFeyKNeg!X( z7kuDn5x)tjiOaW>O{hK1bm+yhfs?wH-CLO-MqZ(Ka} z?maAWI^cbL&N%KdN+Uerm}i% zNwVCRK0PHr&ulXO3-Zhp)v*G;;I3z)poKf2z#8Cp=9y-r4IM%I^wUKkD%BMPQI@c9 zr(T&=RZb**MtSa8GA@B~r>@I)C6mivs1^F|-#QqdO|^VK0n_e6swppT1f;zp?&hx% z4wslNh^Zvs#aO|*f&HiEB;5WnmW_oa#H3~9;2kz> zT#hd>)9lNar=9Hu?VOP+w{?115kg9=+Mke!{%hALVPoam4ad^Jz)Bqt{6itfR$wPMo1fHt2HJQXU^z zY(fR0WxyR|_t3_dXT$maBR5i(ZVobq{%{j<%cq*u-yy$uE-EYR^iUmAp=jjjT*T2k zj}ht61qulA93*4kTp-L$yujZuZ~D@Wtq#TQojJ^}^bUZZ+xnXrEvy1<4lFodhBq+r zf@30YsS5H+k_vD*h%h#C$^{Cgk@CPYv8{{vF37(R4)Z^S8+k?HG+WCqX9DMF!y?5;Px09XM(rtF&|4^(ru) z%EM(OmfB6Thm*rsKm^pRJ?Q#*PLm1lhGf$EVckeaE0=hv+|~|B*Sw6f8c~3Dmf)zd zF+oX1%)nIfl*Q_32*NZH%33=qhK6o6vwbbVJfMnEkM7_Dh4T1Er?oDEu<368SiQ5p zL_iW$aLwH(V~NGs3VA8PwIG{5GSoTBa`kKzkBM{3&M@T6`tZscoQo14hcQdV z3}Zi>yWH#*FM_We9Yse6I2uMAL-MY&eAivc2};B9(XU^$3w9ErY3&&=$1371^o8LW z>FZp}RqLH7~mUfXY)WNj9%EhthCG-<}L*0M3a2N zgKnl^Z6|BJUAe!@vLpfZiP!FR$ljts=A%!XN_18o3jMBLv~O|qpujd%B=xXK#1{-J z2T@H1yXs$i`PsgDBvj5L7w0c)4Kadzwix|YU>Am*;E1Ft(0@#7Ik9-{@vz5uGOGDg zvSu+DA<<~8$+5o%!Q(^4=DM-T@zTw;+Oz)Kr$c1T2abA zvSq$9j$siCB6QLP43xo72583#K&z_J;@;{J2Tqw6|1#IuG3VMu0BaCvm(ttTl2)h1 zvp61_7mh&=dOxW(zyVj>IUp@(K-`A`A40^C)7ArR)owm`8@#I#x2vm{!?$lQhn@oY z*RQn}_HRkQcAh|-yo46rGTaLaYS93y+7mX6`p-Vn&DL8iiF}Znz!7l7*n9(FFqzb% zKfivyvAykvHRV<4B*>L9baT8>qwf5-e;d-rST?PX2eOaAqM4N3pOkh>4wn*>-1}KG z<=B+zSsWVFT^|$fITVxufK0c+2b0y^Dbg%c9kFnI7ykzzyN2fvTl+7Q%}f1w+i|I^ z_03L7Dzp^Yg6`~In+1e31BliaZX* z_?GDn6u#T!LQ=Q3F%7jYoF;fMmjz+Pxg&iD9gnUXCX(YsnjsG8$+$DdAjWIaXJ_VL z)b56?kc*1FgcmF}#au|JIMSPJDfmic^t>c=f3$?60<092%LNuC)z z*HlW}%e#XS^~0+!Yd>{6VL=gjxUNujEx2ITtSOu}Mcgf1ofZy&(Jm#!{co z9m}P#@DCJzATF_8=(w=3)5fXIQZm&EdJ<9D;L;3=w_2jwc8=K|Q7aub>JEH91{^);##=At zbNprHg^N|IxM6<`S2ft)k*41T>B?;0(26?(@3qwa{NiOpv+kY=_;`S*;6^1MLtocF zsAs>PF+44OyNXScKCv-9?!_)hTM}j@{v}*#4neymyB_~rVK}>3yA1mW*~5;1i#E{d zpfpPso#{8l3B7(XDLWpRxaUY+<^M5u4$PSb;hGMW)A_5s>+hf7k|<}lkQ8@l-CQ*bS* zYixg0R|=?r#J8n)u0W$y1)^&f*W|bjB&mRb2e_^2TS>mIpdjMdg^k!11Xt4|Q}A49 zTT!Pm{)6qQE7DGg^uI-{Qqzfds(O?4*g^F*3Q>ufkiyqxg`q z{#7DX97*k}fm{#IJog%`5!ttr`2ni@KAxP(`tY;XCf(P<`eb+tL z9@kvYxj9XIbA5-;KC?gLx7TDPN084!mPCo?g$<43X$5EcRZ&2|B49!U3(*Agxp1!_ z-$_b9v?G5EfE21QC;OIy;NL!XK- zK0>~RAgq%(7-!$R=-=H+fde2CoM=BB1G$Ef(E=pKB8=n%fbBCydsu-#prLpfK^`vd zuaoc)bYdk#ah@FRcc;)B7MavEmM~woZ~D|KD<$Fk4J6S3NGK^Fp#6qFnF7&(NH24g zqew3XYJp!*%R-z)pv(c0BXZ{k5bqx?emi}?2cTXoXhld78W=&YcR|`9qyqEX8E(FD zPWtq|I9$IY?*c$R1TGdH++E&ljz3Gj2(*9mZ2fpo!w=VRU`2R`l*9!``nIx$co)$C zPbb;h{1j;6wuFuar-rs@3qV8$mcWel(4`d_K&LJ|i1r24~9eIaB0jS=3reDt|(um0}*K4F9p3lgF- zCr?o9`2GHfY&X_I&Efki6$*Vca7sPyHT1(mv94R8LTc&7x^W0YX;*FW?cbK-y>P&% z_#@$JE1;<)h_&-EVPYx|)Z%HPlw^v5sxvK9eJ6%bS%Xf9S`wzX>%kc6Ev!oPkDZa_3JEa0Zl;`IBqLX2e$SeRA3P$@3 zGXB_T|x;KvU!>jvfK zYz(XJkH+lH-bHYM2U>CA;(0|akkSy$NTkGeYS(Fif6f$P^&xC2oWrkVNAjz20KO}kE z$C$2_1#X~gu<}{VB&eg+lZsl{|yEwBll z9?7}&#tw9S3a8mk4%<$>T#Sx21s_b&rc4YBoSwuC(=2r2q`!~&<6Y5De z^wlK)60t4%DK7|i3e{q$L3-x9XXW0glh`OXlhx3G_uMzfONt)vhgIBBZpsF3_JZeX zmrHKO8)(+(gI4h=d9i`&##^B9nl|Q9xjiRnR*6sDYQ6&19k=Ly(htgC{5$T(YVvTf z+7SP>=C2XPS5aT_8S&)y?m^lMR~lElq1nXKXPv zU^Oo1u8UCR#)7#b2n-G|B$Gbn@zm9>mq&BcZ`Kfil?g{!mR9u;-fz~{Mfse~*W+_( zgA zLzfhHZ71g4UelzWWLz9^DbK!LpSxxj-@&IWlD?(6F5x}>=JCI>|DW6!J?gXI6_YeY z-gdIeOodnSTx!-GOOEjvAv|k3RJ0#&p`NrJo!cjW$Hv%V!P7E{T=0Q7uEjGLtJapf znfGJ=6rAZDzEO5Iu6R-<5Zp6&Y-rLv4rBVnnQwGSK_*SoMQll4+Shi&Lx;QNh_^HL zar~rG2wTu;3Z4UP5D)FL%23{gx)Slb#P;{jNu+JhtiloajHDC0cn)l^X-j{IXsIok z)uwcpdC-X+xjT2=o0FJMIV9g2D-2E3-4Nn?I^0g~$aZ85BfgQFekr>D*d&g*+H~2; z(u4iW9_u@40Vhc8ITt)d;aA-}SD$!;)cUV0yaa-H+=ip1py2mN8{oheE`i##TYGAto;FjIf! zVx|-_RY=^l%?|vPvSsc|KUI!j{x|YSrgq|BF{Qnj+C-zo1AHxQZ3^plT%FtN;QAiU z=aVWI)>>OPu;=1@W-^vV&uv&v2+EJz5cQl9y&!Nz6Y7Squd?&qGcc_9VLg$>X0z(o zAYb`*Bh9OjfloI#GnYQ6t!^93h`G7BbCLJ5kcQqv(=_=DJM|~&4|Ozti+MfAn`W$^ zH6;eFhbIa^2I}}xH@8d1dUb#6bF;~|XZ7da)x79FqHFL~nwv{9GdTI#uH>Fq4B*D6 zqq)kA6bX;&f$9=)z!8@nZy&|+K7?f5O*zpBc_)?-7_}^axM8f8@$W@&dc5b)$fRFC z?!pC26$AigcapbO;nCv{t)s1v8TfO^uUo~d7|~@KxN_0F(S1~u>+#b4MEN`0zJbmQ zX>BBG$nm-hel_pH=5AiCBv#=>nh#@sUhc>o3z20%>-y|nCF@Va2X)~zZoY1q09447E`VT|PQBY>s!*AIht9jKL{vtr5Cw)6f zFmlw~if-?3wQ;k1Qi`&oxLS3va6nWy)y@{GwvQ-#6)fSbtL%AKy0`Yw=;4%BTcV8r zMXJy;6loUnP(1PIKTMdjdxDMIEewi!e0Al%Q0X3K9Oqj?#`_haJ7$-s>eFhav!Yd% z-AGU=QzPN_mTD~Y>^xpNDq9JVG(tAF)$p_r~%1zGO zM-)XO=J4Ksmi&FH_ckV?DcrJK7sD2UfL!LmNx=j{9LvPD8RAmHu)3kkxfx0BKAm?h zdKYHtLm4X zL#(Zy;sq)ic5z-8#ZSjvm2_p%+FdV{t@%_vra`vsJ~i}495+eVBA$HFMlzN_J1&-r z=Ykax@0{pTABP-WJ_kXtl!ck$l`Ssbi8}P�YeWXda~VWbWPO@f1S1@L#Hr?s;hy z-IW91nFOA4H`Na~yVOOr*%{S1ou|fh7b^|=EZFX1`YbZm*^;7yZ~3J|t%glg$}e6| zBE>ZqSH#L#{yJY-*2F%cu|Y<;nI$0 zpepTJ=`T}%_Gcw~K-tDQ+y0eApgM^~FDBMk?=e1tWqY7w|M@~sSoFSq>pI1Hz9Q32iKq3X_IVQzin zdRps@la(L)k;w{TQS*ze8~1RQQ;Cd)P*1Q3y#8rw#7lfXm58HLM?FDm=rzoaVOgNMe{)ZiUlcW#KKt7A=Q95}j__LX!UA z`lzQQ%HiV(4^u%-DP>aQ{&2Ju=kpjVcGM#rA#NmO_{v^Ip}DrW`Mdp5vs8Oj_iNd6 z=bgeECscvN=ic-miTNPF$)gTy3YAgJ@)qgv@|gVD7Z-Fg>E~>D@qB-O^z^YhGRq_y z#BdcfcqNM9#aQ)$w{a(|l>XCP22VgX^U-SL$C3KU2F3S!TF!->&3ce2DPAwM5Y1ta z@0)cW1>pR4-8l)Yl<7=zDrocF01cATPNGLfTWv{l*N#B*rt;Ml^^Mv}Az@d-0CKYraj|emzI~$#9e)9@WLH|_CT)!35E+9JXHO=*C%aeRgRb-rD zr)yaz2&E!uJoFL!^H}r`-A1L`Ge)i?IKCeou8B&T{n^INQDo3}0h3<)o=3F&V0`&%N$2f>8x8$$*Q5G zP&bnEy5jL8D07qIL^I8^{J>N(>fYW?+hcKjAa%~usdRLY%*VssZs39?MWB|V22HgR z{*Luv)K#XlQp>YuHAr&Jk444n_(;Pw6*U1zhazclKePF)w#!;nA0kdrIxjzH#|EZW z6{c%x(y*%~oupk9>|s)pbB|0!kjos*a%pjMd9hP0E0-h7Sq###uA}PV$@#j)Z;Oac zboycIW~akOEQj=>iPqP)ncVf_TZIXiX-(5BF1lTJeX9s3AF+H~msNA45{>pQe4$?{ z7G$7*KA%0Ck9N;n{W5O3{kZOG$%BWgFvTjt=9;vHWlt+~!goRrC{EK_a)YDjG|kKA~v(c+8LI87m* zl>84MJmoZNc2TFHxg0*0kRe)0H!xnOYg|=qDF^fy@_odU4KmBuh$eWFbaw&rQXGgS>!s{ToH z*3)kkLPa7!CEH zBnHkp9sYa<_OIp;Gwra+WGhqSVxT*`V3SPSl~prkZKzV35-Phsx$lf``u`q}nER?y zbYs$pY8J_wU7!NR7?_ECo8YLHl@0z3H5E_ZJm?>>q&Mca%Wd*-vnFjOUd5)zK1__L z9nM2{mjgg!yiqn^Le@%{HC2oxTUeM}OYIb}pE&4q`AWV(x6D(?!4^MDM2e^k(A0>V zzgNaw#!?rXCT6L*s|%jWpEY`YwO#(|9%Ys&lo1QTTBuF!3VROmDDSd`r$}D9d#y3> z?Q0<(J3nA9qiC6=qSh#4-_^u=YLZW$)VSIh${aS0Woot0f~@xbWnV{l8Ypsep?UEe zOU9oHB+UJ`VMn85t9^K1)wWMTGBdguArAqH3)AOr6DGlef}wabE}p7;^q1yROfBSw zBV1G2bGg;gy8PMtX9mHMWeU8iZ{!Di`NoA`bR# ztqBL{he}!6Ua68HP493So_!^wyH|41XVHcqM@vEmMHMR%t=}-bN*HT48J|?d+(?BA zx*q@n9^+{Mrz!^@zv0Qi8l|mL(8uvGJ}RiWdHbclb@KD9*!=Xs-NtcRWIcX7ADz=7 zQs*Ot0k$@GIX-ieZ(p8qX7%zM0$+=(cLIXPsg-X)ZsKAG>#XuCS{jek_k`YOy?~!h z-_I6SqL;&jeluwf&2L=@c0|N_$QYUZ3dE@Xf$M9_FDFUGrN|1E8aC-h2C{Wa^%B>i z0TMjmRAD4mI(Ou3#4!SkS{<`;4|*y-`qd}cMuMM`>0T$|#N;a~t!@}Adc$JQ!{rhO z73G)%ie&Up8(>_9;TBUD3q#ZRVnp+NCwyTdKsyZ1;qukGX?!L2hjU9pMCE-Ldrlgq zs_K<$bi-dF8W-ITXYaZc_nWB^Yy?DJFh^}GW#^>%rsU5(+|O6vnA8YG-XQM!c|^0C zKOQ}C_kpOL0m%V&0cS8e42Bt4jopbT*S92;vwRox46h@p_zrwYke5hU$E+r;mlvJ~ zsPP4xxv1VH@ED)Jfz!|xPu!-@vPh=E^1+8rBT({TP5?*FJ~r<{6*(ehOu9U+IwRfL zIrf(Eo`ciIyW~w)CXOyJC@zn` zLm$_CUPBT*Oj~4W@5essE-oz4cj;G(CDWq9KkCD_x<+RT z8t97UqY~1sz2Cht-S_6ZEH78v)DfySh=Qonj`D2BZ`*T?p<&mq5obI&_?QO42*s*l z__V2oi4@Y{Y{UN|EUJ|&809tih5Wt{J6V5nZ|m(p_Y3Av^TOf%Nw&`WCMQ(jb@>^zZ`HM)!hud zdD|+o=cis0e>G$Jn}3>*qk;_K_2jZm#VEwnwq3o`TfTHZ3UKa(uD z;jz_Amz}<9hL)#_lm?oQ0vAupSVdhQQJZGXyR-0jb#QcJCCKHohFwk;JboHBj-7L4 zPxHtHZB16~MNhIsvc%p&Caa7SO{o{dl5ku>DwgSF-mJUvZV*&0Fwn^^=DMlr3Y}V8 zHQ*SO5H+=bvDe>?{Mo|~b?q=U*qXg{}W)XNIS zL{?o*&U1cH&psu|6vu`ssk0cFoC8AW3!*2q90w-tXv?RjA$W5iBA&%aAu~Px&I@8` z&ahXIAbrh{L##n~OIK-VD{1qsAp7qjS3{{UTTSev^+r;g+7Z=X&Ei<%zZwXwz$ez3 z`t3Ick#DZj|Cgw7F#dOl8q5EOsB!+ciJB^eYO-EiX>l?z5wyhR4Cx$*CIy9MXqX<9 zQJ_=YC8`W4Mg}C)Tb*OXqah(7mAuEkeSUlNeebjY^_o_APA@I4{hs*Wy%2Dsa*6V~ z@wOnV!NLn(0zZP4LB#C9VFL5>8T<0{k%(}zkO2@7-wh~@8G*=>(75D}yN+T2tWe?2 zWI@X2EOuPTdBX+_@VP11;+QP6)ma zB7r@oCL`QCKc7H!7P=ckMnLTF1kFWCCg}%>29WUfyZ;ANa}}iD+l{$JZ3K2>S2!Eq$VY z(jWt#c(6=u;5?il2D*tDp#u2;u#jh!mbXRSirpYc)4((m=*ZBbLm_-ZXf)Fh_ZK}* z=zQWjM392__bQ%ZI_Gy59yFzQ?v9O;;j(~co8C)faNlPP@vsH8<6hC zr+SvLonrcVZUY~zsp)$;IH#*BkO}_a1VLTnZ3^6u_+#?~L>yEU0s>-$EC{3?2jtT1 zg7Su@BcYAvh2v#2x^{PW6&(m$FVP0_6uuU+5D?lc84raODBK?M>G#cZGlxfn1YIAp zRtUmw2n8K|bA4&avi3EH&*udghBKu9O^%O5_;T@lokEtWl!zq8+n8O+gdBpMsPc8U!{H4s3VcJ4>{S5zEAO$qU8JB- zY1ZK8TTqA|sr=c1GqVmz$@<)~Zwb-=we*Pm5~tfT;Ev>x_AR=sMA!^@WP~suU_cD0 z0J{a-JQq@IjSVQj8?*nAF;s+xuZEHk_WuXf`1AAk0t_wH*13xaevoFy^${^@vwrg` z|1^hddoQ6UQepyu4g&E)EtH7fi2(Brvi!Lb)Z@>BMc9uRQZ!El;_CAS;=>tyv&t(* z3JP{+ah{fNLl9xNjSSsf?T?7>_qXqRa&bHH!H(VGH*@<+?3QyZdI;^s^MMPv$~2 zq~Vc#P@(7#9|^?nkxgd?G}deM5&K8&)`x6xP6H0(ChMB>_7>Ui$2&@SzAn`s>rRYn6#p%=WX{*a9cvptuOVzf?6YR?Avd#+k}kY7l*5=exS$sN_qfdjN8xDhtrD z@GDXSRmTI5GkUq(QYcc&q1b<325wTms;2HnBEe_*uC>a?QWVC6Z*+Y9Rnt7;J?TdH zr#vTohF3c9=*JLnH#nMPr5p#HbmWQ;oZ(A-Xe=8%dTLh%f-h{~6&pdmJR zZJs_(s||HaYz@8IXBO;hL19r*8>|{Rp8>a4M>H-foJ2L+gk*Pp?vgXM@2&i?orLpk zIh~kHfYZQBzZ}W?V}Z6hoXrbimb`6JGa!6s0JoQ#UaVTn!rG@%u5Oz-0p0Y}U+mNW z&qRE`b-KZm}+;4$f`G@I*IEsu{w@c+N z`rlqTn!b>&&!{DRFw`}4%rKQm@p1BBX(a-u+tOW|W=X z8%3R%uWu%!GZwUj#A1z(M9(wvt7(anW}CK5jw!vbD!)m!cEj2mtqwr69)@Z(1VlRT z$zZenGPLBbbDi3H-E@-ur^kB5r>-ix4?L)8K+mx~_!|3S@+l~P%MKzqpcqSd4(@i3 zVPfae(ZxR0j?LxlX}$8O?YX8`i?dOb=EA{-Q2MgolH6c@v`&9G4#_!LepdNVk6YjE zO-D454P;=JBqqQ>%K72S-a^h^i>fZo+444Dp)l=0RoXC+MNU6;!0c*-0x$3b7s!{U zZtc(CAI~C9ojhJKfXeK+$HB7_RF|2e+sxIH^%uH{_o%^i9Na+xEc;I2kHPcbnx zWkGVePWVc>uZlY*;A8HCFDTpkK4W1`))&<9_4qh13e(f@oRVp<~U%2Khxi{ zw&>-khjRnAkAShQY2Cm4M59A7xk8uT>9+EF=I5)8czuT3GG%M3%0``;gbV$3x=?je zEa=h7ckvefxgu%Z&nVL9iH>3I#r))A!x|o+y-xhx#Nc9rHRa zTw_?QddJUmV{PkwZ9of(@+6{pZfwe7tcMjM8G+SUN!Z|2x`DS9TdTN4EL8jRZVS9s zBR)>nyL6}&71!jh0X2t`2S*4|rv`|B5HdJ7(Pu}JvmD6I#+WTMjFXHd`^zxBQ7iR1mdPm9#Tr^#H zIs0P(J@U?7N}?eggQQbwDWLk+JuO_)z25PE=po^4YmhO*!tLD(ppucGuV6=CT zN{$gTO2er!=n;I)OV@yeNQH3S%S)Cq-NiD^BL3~+3r+#*PPekk zjHF=5zGGWrFLi_U?cAA*A@VXf8h-N9K|6Vz&`lE#ZV%b1eP%ZD@SSyf_zf_P+pVK+ z*orpprnfs)_w<=ABNdf6l>k7%s>jJg5%#B{ABtradsZoM%>f?>y(r$*Uo^Ang9lsN4Eu8~BIy`nJ<`W}7NgO3c>|Eo!9I||R zcUePt=<$_de|%e6)+GrioLrcXN-9nS(XDpbhP%LqFfYIBH(0w<;hh-mxLP2|M&+Nx z;EyHEOPX(`zeRBdKVA#+RF51hk56O8bV+MN=ud63JI5&-CXah){$`ZAkbPM>V2;|l z?Cl&z=A$;SS*^TGPcdRbKJMGjyo&4pquXIv=zsO(I>U&Ul{K`dOCHWCS=mBR5^Qxv zP;E0P(ItV&D&w6}kVtuN!WJu)xp`@(a@jNzyG5z2<_Z52s>o$89-;B|g}F)IfPU|hUrwjGFo(H0j{2J->rbYD(L7k-X4p-jyMR*Y6GzV zN(2t)U-6-Nl?p?JlSj1@_PUv>ea|_bCw4ejopSc}J6dH z@(Rfki+?C?&GVMO>5#73Lrz$d2MRP z;0mD<0y1;JgLuV)MupCY3u=<-7!!E7_`LD##M#>j-`+m-zgs?Q_)!;E8MZi&QlC(c z6zd#fq{wazdwtK!LVuIuR@}N#tT$4aL(ULhPtCg~mbGmI{yky3Ou6%vMwZRdG}ed~%RGc%VEt(q|R?QU`Z6k9Kxji`vi zwq(YmO3R=ZhymYKUM#dsq@{P|6-}1Qyr6}CD@4p&ze)ODYR^}$B^t?s8_<6cr8Hn- z&U+Nnnz{9Me44}kqj4&9gW(-`iDKuZ>euW)mu55^dst|>zu!6Ns!jdY%e?KKDWCKE zGHh2*-y-ltqo_;cF?G)OBb!rZx`7L!RxNM|8DjmXJ1`CF&rq*Ustu$pmay<`f_aN z6OL>3c#&EXtGdp+^5FF=;v9zTdf_jRHqQnkObVuFmzXVF8P7*6^!X=h1j%oQnyKu7 znnGWJBQdk04hq+f@MT;#qn2Ka$1}i~=8ot`OqxGP`rn=0#?kzqK+4h}#Ra^w=@I>d z4XJe8RM-jAFm9fd90L<-#5bX)2G|RSKU62v?0{*mBs?=)-$GwT5zI&0&~n~#CU8X{ zJGo<2b1b)&lBPR(F9k{dkLwjy2r*D_<^t+2njOaZT~e8Biu2%?55hGQfPpcc?||2_ z%LHO-FZ)IsfyZYL2=jrtz^BN#Pm^_U#%;IWGIfcey5x`($w!-60-)^YLeO~8_&5i z=gmpa#DqipIv4p9KS>_DMPtFPc_gnGBZ8vqyo6JE4-RjWyB+{eEAB+d3aM3oh@Q5*|rINcTTz^B{8r5 zA){fUO4L`qoE$VfaN_efj_zEqRJYgMh ztNBn&P%l?7rR*JY^eIiBpftQ)Im-0Ca`tQQkkx)$)eticlQxOJ^6{iD9PB&W+-DO35>BT)*-ruU2fmrM7S-0-R$J{VJtg!W?+2l zGp)&Bw0k{n-6fb^rL>r`C+WOxbavo5F5B*9`bRWMs$L51xy0|-YYlP%#s_~3BaS1@Ea5inM-k#MOivv+)h_k$X*lbrqKD$;f`~=C`+xoAvy%zq)Zo$H|Bi{8z52pJ6fBny8!Y zlRMB`b)~Tce0FAa>W{DLoR9oo_j3J`FgMxew#n#}61G&YqiWc};Xl@VoUEY2#^2f% zbCtS9%9LAEb9+Q>kr^}|2+(CAEL4sf*HG1B~Q(c%u z69f5_<7mn6hHF&+OI_Z2lDu_!Wx5yp_8 zIq7^%ux{zt1^1vual3+n=)NwSj37-sRdk5WQZYEnf!*z)MO+L~5tW^Llg7AOV(*eG zr5>Q)(@bJWC5@aM8y7%t7`u+{cXN}AT+397vD;_cM})b-L?q=lREJU)HvLgnY>e&y!-t&7Bs1D;)+ zmo%Ht2}{Ufkt%nWQUSjnm>WOjtWc0eDt|ZEyu8#t;$=%)%>gi3X>`Zaz_npDO$VtL zw(fCn;$P)jspZE>Ev0L0%@=u^CltrtF;S0*q&JH4Npi}Pn_geX8E4wEV4q*r`23GE zbS};DcQ-i8T>_)px8~)=s2nfK6x#XM<0x^Z<0<1{F^HlVN_dLC5Za;}! z?ox2@uIWM)1IMSW8q&VIapCjUrQH&nKUXC=(5f0`7W6B=`NMl*C#SnZ?-qn z0`q-ukhSOHlX)FIdJ^i`5&u4Un#+1gE!u#vOQCVbxk1di>MeNCi@jCeQf??C@*!=V zEAhXLaqsMnXInWV={`tP2qQ81$&O&w$yw7s&o%5aCT-STp6iG~V-E-^ma|Y4rq54} zAi!T$&eb&7QSv^9+ql6w+G?njC%PDq1D<+Oh53^=#eAJ(P5KaZ@^BF>0@bEl`TkjJ z@vT~yR2Lf%XUuAK;m}YoVNg0&hv`#&RY{0D9?TsN-YhLMKB6lA;^-aX3`r*;{i}A1 zg?CR$_jw;Bp>ZZ>3a7(^&St4cSS7BcJS?(0pC>#wlE(>SNScwpT!5?&qw*=V;4-VX z&s~qR7fTRXJ(;u?Jq#Rt^takxu2c$fYWtn z0d}l~C|3J^s@)lZc7Cd)+%@*nrE(vx9WHuB3^(qP@_lJWi(M_xlkk||a52=#OWZ9j z?JibJ9azIJXv9gQ=i_^iF08-RPy)j! zaxM@5-oRh*c(=DK(ax2rp@-wU%-8FAJ)zJ0^1&#n!g5YW`fjEyaTQbDRzLQEbjDdU{1;G-`M-i{92|`Q ziP8Q!X_%SW{`d0#ey7I7!ovQ)u-bp)omw-5YPQx=ZH$lO>gcv!a2L-&F#EhD2P<$O zSS0=*&#<}K!`KS$fGcul>G4^;z4hX=NNyNtuzUEC{=xDxA9*fSVe zBQXlDZzK25!0llm?PH+rAAsFBI>CG^5CW*d;#+P&w7~yxf=nVY&ZEcZLmpiIfLPz? z=()TT$O9p#F$Za@uP5Bhn*vpq7o;4Y1cO&>a%=+U?zyxy`*#=((hLf;-}z1nmYSZO znb8VOT3T948XBBP0S9YAw=f6y4Bol~*$~tq`~zSU`3E}&&(k(Hj!Fz=qL0Sjpkz=2z!4(EM))8z^6y& zcl8$uGW5r(F&que@1!P(H5@=I#9AP35XcWNH3SX@4)#EZwYNAyI0=pMDQ`GLxcH)9 z$1?qSgLEKw%Gw}NX>VUDIaTOrN0%p)`>@U*MZ&WJi`}@5xNF*w2S)%vS4ZJzfdU2q zLc1rsljAgR^)E=6XRzP*TPtW#jolaJz{Yll3L?C-6BPBt7sbIy=u_Mb#u?<^>A?XC z+6gF#9*7_V4bQAV;)OR4__wR`w~_zC_4Nh36XaTVGROneI*7qn!E2|sCkUv$qDOw; zbsyfhoaNRQh)sM7PCtqz99Yq3(&q?#^J|oWJwEIm7?w*9D?UfyMOs1n4G5C&>&^EyZ6-$kclq9% zMGeXtBpA|{%;gl-XPjZ&_ZI(B0A$F|o868-L=1Rv0LIUyJ#yU-U3CV5t?xOzuhYcu zKHwM0)OX3icN@N!hr~Z=iflmpw}3tzMSRh7zz4(UU*OZ?yLEgT49NGjBKV%cVI^cU zWCzcuLtSFl$P~O}kR9GPzi50F?>L-g4UBVB<9n6bSL4MelVL0&qax}7?AxIbXuXSz z(nCtBg90+Z`BAi2W8jU}Ze;~v26qYu4 z&)20P2n7_@!BZpPMmblY9}-OL{g5Bx1vFbZApMIN6r}7yfE0Q!`85mR1)44WJs+iT z<$&USd;THf3nIVWC-p+MctC*iFV*rTG6*7H)ps8E##QtEYYRkvuP+{|-|C*hcYW!} z;H9x*yYHrie!lNUEOhAK_;vVige?h-e-eX#F!&~bzGC){JAUE3>dQ~RmP8PJFV1`t zL%jX_bMS9y?LRU2DxG}&$GAnj>%P4Dr1)B`(diH=U~t&UQ+ZuP`5p@3uNTb6oQJh@ zLNF%7wl=`oaK9IeoKEty_;_Ufj1|IW>AEIv-u^^DeI;>mQ@`PUkp6q9i1;*_in~;D zgtA<8ZREn|>?xC|e$lfVq80pfBu}$3=rQ;e5iC;C$q%dQ?5;PV*C&A~@JR^uV!kGC z_Qs3pK_oll+l@2l0ITojXEs%Ied^xqUIn2#PcT`!X7Xq(8ysnICZJ_Lhq6T2(V&uF zznAN6G^498cX%Stt3pLlU-(Kea)K@G$$o`HOX2! z>t-gO6&tWzW4_>N&(@6~82O2SbH3b4^J$Osu6jqdU(spNUrp$yJX4h|IoGhvL9B<> zo#zaf%oh-Yj!RKYRe`kOu(KJD#f!v8oq+Ge={X)9jh$X|w>pfmNsoi2SBkA`#S5rT zSFW1({PBc9D=II%9hYnYYeIT7mI^>{NNI}DB{mw~hnp?l_0Me{Fhx5&m#mjvlP6uR z5WORs7Dqa@b=TZ&vHWKGQ=lbf60m}r+%A0Cy6+I(B`Ondec7E=ZxUt}7VGPq8b{$} z_}jPpcYqk*AK&XYJd5l}K0`D7AQoZCAChE4Lw~avPsO6e#*_n&G(7w6c7nLN&Z923 z7y6MP>!wvzos;#YdGNUst53(T&V^7;!*}A6lp@gcAojPD+&ps`c(pagLSh-gh~0a( zYsFQot-?HP%VQcT21z;n*%9E;a-;SCare@mcd9q~H z$)VJ2t!aZx9i=G46?k8MPJ+&vF6gJVj`?1z?PRO=Mm}HZ!&jGg$xpt#P`hf}1OhAk zPif^ul&^X(n?j{dpixjWsQpO?;}+ZD(FopjL$#FA-HyXa?;VaIRK8pw!3^&Ej*(>w zhOHBg;K~VxO&3LBGTT~fNIT{#i~Lr&yhvWNAXq_xi4V+O=tLKZiG z=_<;qfzhHdyGKe`SnYuZtw&fYog|AKbpi{a%+uZx&_2dasuT5+dU1%)Xg1&KumqKmX;)&D!m|F^9FdKu-oCIc(14Ua zpMMm?xzD?OCM|(%(IdgcSywyq>Zjc<9Lme#{hg_I$jZpJ{SlXF{8jM6VXPA*=r zH()lu@n&3Xx=7CT{FB>FF^TWi5lt-=n*>Nqk ziqr_BhO)Y`$jmw}%0cXBYCo{`4Tr2M&tcD?>!eW?6FU75i@ymIRlHrbW!$N@7lI)+qP}nwr$(CZQHhOW4@YXl0TTNgRV}xx;i*} z?Nz&wCC^MHF2~F`1;1td!X@gu;p_AB^8_e8ZM4(YA32EH3}~jw-O*h?)IOT}jts#A z@%-GNqZW=`G8Pn*JD{c?AQ~aMq@z8DU{nc_eep+ihW|F!uex!TH~w_Xr|^1%z*pmb zrccr9gO#21A#jKzQys4?bLX|*o*v7RLZ;2t^hpQCL`BCKMQLiWQ;fSDf zG_%UtIAuY}?gy*UXd_b#pGshJ^JRRDeS7VC4*s_8>uTLjpn=M0C8|u`(3W?fn6Os! z{<`5`8nYF|okhSRkte>Wr%Aq%-_G7=GEM`hunsn|`U-gAY4dNx1=mF-WH5pdcV}pP?0U2xLQ zv9EKOCh zIfy=-{tRT|!1OU^#6kCm)&J1Nk*E!BAiwIXk~Xs57vau_n%gYoKTn86$2Vmm8k=Lt zw72=2mvFWFij4&UK<#`kmJn50WX>Aj&yiUriVm|kj+?8JAxNr{wv%3KC_m}X=v|GM zhw_z(wG{44PEUdIay65aXsHOA^cb^U|3NOaEo0ijO+e7q(yXlb7FBI!`=lku3l`P((P zOa|6o_coRz8o7sEMtVBy2fBIla}Kk27>*Sm#af>PKl73l>LzO%(r;IwmF9qbhZEpO z%!SPP>c8cQIkVu$t3cPZz`9#ag$^Z#D0x}0m58QRbk_Yg7>hl<&j{V2d(^xQ6%p{C6fO3H~ z?!}@&Uk~eh(+dmZjuwFk?Y5+AY)giHkvI?))@18#j?IDO2n8G#KdJ94jX}Z}t(L~A z3x%l2*DsHh9z1n>fi{RMku%N2toxWb#I|X*p%4IVms?C7^o^uszMYPjuy(!rPFbcP-;1Xrb*2*NYXmU`30{-YxyaV& z{Qe@*pZBkoLQ1l^3d0b1+CW=CL7O4!XkZaAgROD-WABG8ky{1$lXw9a%eq8iKTC7H z9eo72jj!Ceve3farGZxX!L5So@@8ICpvS})|OUMA4wV81Ty6e7Ka6dZ`r+br-0)%U+poSV~Fg4?oNEXIileB z8zW(~zk_7Km#Lkt!?Ku8vUO}n5{mr6m#VdB2Rq|^cru2u5J^K=0)|q=Cb$3-hJKv6 zWoJ?{REHxwHmJd`7d_d|8g^>X6L_?t{ckER$_E!;rU{hkSPF3OG??M#R_G@|mNpP@ z*7|Hw?+^8`&0>Ei@dT&@)7qJlxPD~feA#8l4-O^f-)39bfp~t@-kM12)~B7MI2ZWT zQ30is+D_i;=TLeJ1S;ZrhmtuzhLf7&AIP!N0&U`Bw0aLgq$jJxVh`7RwIWo*sppy% ztG}@6&Kn0uD#W}#QWAKaD8R#Y(diU+@0se6Fr^jljF|<8Sl8}jf{|4X?R=Rb)QEna0{`-EvSEABmm{59p3Oy^h@#T3ZN5awZham<L1CZ0q-(_cjxDJ++f{ z7v-`>R=z)2Ii#!abmLNFLuz_(?$S)B7x#!zr%=tcuoLI@s)Hmt$23g!_WB2Y%3sz0 z+Gn5A-I?qA95k5kUXu*1;ljJIVisF}N9lHVc*$Y=`Eo}WkF%0JPfu5v!%ZaU*LY4K z(uVW-)FAS2mnb>IIi4zb$dJoSW#1TQKf7Be=jvBpgbf6#A}kcFzW{#&VAK4vXJI*v z1)XCjFLH9#D4O&<_hMZWnqVlS3ckn1M7XtT)FWPC(x}D9Wx-~&(^dC$O|J8Aoe@pBrQpcL;a8y+mX|{TPehrYR{#(jQ% zWxa#FR!ndfMWcE9S9(%CDeuw!=nTKN98Y!XC1Yw=F~8~YnrI8lCW!+|^S-9!8iK<5 zK25u0a^3enE0i6`KuNq0TN=DeMTCN_us15#4JFAHnDKIlSa>@zmDv_#z9+)XYEI|l z04m>oqdxHb0ng8#;4Vdl_iP{)88&;493DOkVncR5|6Cdn~PkFohmZtZG>1jt|*CkmT?;N_N_8!@%_zw#&Fi#D+9 zYA`BQGfFp}uOU;GF`0<|PA}%;Xx>>-ftZ8}g~_~i%N0Mg4Yfiy3d0Vu}DVPn#uto(=fN8PUyh|w2*;((zTHCGTJPwL!Ds#P~+0~|B@ zRzB+miRZ{vuod>{*|U-?+>!mq!t`Rgq8b+Rt^Oc0*rUU0uXJ1$*hT*j{# z#d=oOc-{t;*hrwRYmF8Fn!+Za$yzd0R1QaExlUrp@?ZE3Ts>2-rq8cwYedyoZWk9D z4&X)~fdY36<*zvzx3boWoAhm)4Tc`D4 zps{5-vk&X-^kulX_YH-~C;?${>MnD9g|E%YxpYU=Qh3TzF9UPlKL_ulaj;OWb!U-& zEN4nuM;G>$(hxgh394JK(Rc+voaDMSlYZEwBEi~I`Wp0Fxs_`a7J5GJ^XAjFBiAuU zsdxMub>3wW+)xQCK5^ckyEYEnj8yaUUt5H=JPx(39t=b}C{J%{cJu`mJ)~ZCb6tsX z!}fF}{ra`$p%ZssFDD3>KSasdk80ZKwl}Hz=?eVs*If-o8I)xW-KsGHM z!aT%*$$Bp#zn0#13%E{}Y=zegLF6+Ao!723ldzrk$U#`fE@`Ld(HiIhkKKPblIF&B#g*?2C z@|6zIx-Xu%kz)^oA~c=%IhoIq^SRUqvBtsy3o2~4-OKqGqQTw)Vo1ww%B&=2^kBW5 z$4e6bhJs~!Xu1#D)=BtP=9>^jqMTBrnm%t}kgALpd2E(?p=UZp{My}Zkv_TawZluq zUvzqenr8H$&}rJbGBY^@1SZ-*0jNy*Y_fZ2sZiB&jE0nOc~Nfq(=ijb1<6SH%ijuR zq>1@U0Pf3Yp!%FW(plP)thDxXS8^7i~QW+NJYk zt4X+m=%Up8P<#2&{M24P>|uh_uclcJdhw%eM&~9s8bY(a zyMX~+K1yQ6Yja(kG>o@L<*R*wJu0bR!^(U08p0b zZ;S~Rqnu`5D0daQev}~7E`}d}+6H{+1flw$251aoX?^Jmxx?d<`E`%6@UUfAsJQD5 zYxAkic5S$3LcJBnsFM0^ag;H6l=WebK_-UlelvP>VoCcn#{4^Rt;VBQ1BDO0$ihAs zqbACLdF6FRp4(T@<}0KIEVp9DAs6&9ft{7wn?$n@sovJUFm5sZ-uk9g4Jm_Xh?b<4 zW|WE@N^ef2QC8{b<7t#pq35TUBdP=(Szwsqh)O&jI)KbZe=7_4`vImmET zp5ZS9GjMR|9)QXnQ^H4j*y?$sWiiVuK_(OAt)8#t*Wr+cyk80jxs}%uPjVto_e>Sm zy9m-zO@w`L1}9c8xhd2H>O#}8U$i`4hSuUQEi@m9ErEeM-+*MNM#heV8|pwV1`J(# z7bUH|n92YvnXqHLubtaXP~w?eiWpwg!gB_*4liFRT55=y91k1%`ogonDn8ulUSqKS zpsyL)V3uZf-9?~#oHj>w7Ty6~n%;8P8%GrfvxU6&K^Fi=CMYR6ztw*prCRNR4Pzqb z|K{WeKw$4Qe&6r*o&uUO&^`#T1voLptAm6Sq1A5`AW8Q~Wx5(^U{?7Q&Z_EAIO!18 zpL6X=Hiz3dM(YB#$`+1|jTkO-65dSm3C;9oDePTMW1H&{bp3WiCDzCO7&2|<`N8DK zkEJs9iHq9ii8qT+UWHpzY_w5Knsq~?jP~*r?#v+SM#Na!sfa}NL9*4^2?DL}wkN(hT zlZuQHaoebtX_eUFl#H0$g@1I85@25KB@l^MZTk?fM|mj$xj6a;VrwJX1xjlmTqjB@tl{?19xAul!c3&9D>i*f^(NV$ zX3_+JHKt=#1tQUd4eRR!lD=e&pWIa^WA-neXefaBr} zhZf`HI<;LiV8kF{i?w3?>ung7aXZiJNu0#UK%sP zqjCfmE$f=(S96wm*QO+>*i?}1{Z@<|ZrCMnn}U5>eyIQW-zQiy?#wAPug%@jJfhCN zwMU0t-rQjdxtQ8NAKjBu*dB82Oy`)XM~;>!La^(_eeT71E2+vrElCWTAxnr+IBgtB zjpjd-(EU}4l5GRZ@e8tOO~zy*>H)5MPyREfiIf_hg1>^Fk8a!3MLD^XjzboPsjlDH zAYGPcjQop^3EG(Hr>t2{WbjmWlj568m!D)!PwwRmy4%3X+6YW! z7;Gwf?!NGQ30cS$WR+NY4BgO8sGiPw)%;)f4eIq6D$Rj`Qh@Z8PMLrea!d~^jFFShEb78zDuF_jVnG!IWhP!~ z{R_l+J%%(0DBm)v{CySI8;^(8Xmbe^96IU>F2N{h`65~Zy`3BQMT1ZB;;_Xcc;$Oe zKW|u+Xh2`0ca+gk&_b*03A6BAEa9h?93Wn0{Gg7U=2(PbbJJ% zl>O9UBr~^zNG!70tsGQB7QD|0{+x6(psS@B!IK0@fTh6*n7eHUB-Ff*sPYV_9;b!v z>$i%3usL2uUh4wrH3mBP6MNqwE#pnk|D{UjTWGB5UrQJGz^@a*ZSb52rJ& zZ*st#U6>?$_?Yg`_yPT4UF9PnuHitY!vktOCDYHg=b8(82zPYN_YQ z|1Fa=hCAq~RPX?80S?i9W|erVeT%@=>fSUiFOm}do>~=#SiALIaM(Z78!e4EE+Rr6 zMB6sN(CsPUcLcQ!@Qps5y^#AdkA}URBwg&(&;8d#;ECdkAj^r7FI*qC(#rxJNS7;i|X8-ntc9v}}{6qwkjM7KJ zd0S#jK#_0)Q95Q~-S~P~bpR$_c4f`?}24aBjmY7QfK#-T4-0KX;5l zX_y`L+Pti86S>_`Bda3QuNQ9;~x8W_CM6Uh5 zNm*_x7`DP9_!j)^T<{>NNa&%;SQ$s{=_5_n&JToF-Xqayo3u4l0BGdX4sp`oa#-(W z?i1+DWSeQ+dHl>Y8(p!Nc8uXNz6W&`Wo{7#`#HZPc5VA2WggQ&kJ0YL$BXr`VJ`fF zX+*Ys)ikY`;4b94aZbL(WhI6e9JKn#>A(8Wd6$9;O#A5E;O&i!ASn(=pc)Xq7`0rb z0x#zZ@Gb_`Nc6SDm1CngYUwc5vtVoLleM2~Qx3L$OT-1bPOKSt25NT^?z}@xKH{vn znXvVON8RnmBT7N8Pp+mpI0Gp>l{Y-=o;2S+(6{<+yg3Lj7C3$bY1WBl(>lIkpqE8I z)GDsa?y1;yOsKf$H%o?T3(J%!xtu4VImbYoz?j@Hqhk3Nu9SZw!b4q379Ju~_!CUf zDs(4sB(ByjX`NBP(l1#_>9uqH&Q?fzu4;tWn6Hrfxxvs~%g&vT#Mg_x3?puuTR3hh=>=7O2uSx` zSsl@r&sVcD?ht2n(r~u;gp|1H`1+3q@(q=OJH3le(FC9z%#l9FLs`S zNP#@ipX4ngx1Sj3(qb3i>FF{!#&WtPtn@=)Frc_&w+X0?i9SXcsmD{I;= zaxQAeFBPUM*8KGUjKSBWd%NJe`;*8e4B0;S2R37Dq#$84p7#fr$#+@km8bPP=3N{q zX$zPDUo2rfLh28Hpmd4ge5+&?WyFSb#n$@*rY9J$5a|y}FbVtqcsXG0h`j=`1QPoBw+;n9cYXO-t;Du}4w z0Rk9dseO@RF$PeGI_o;$-OfV5SL1*yBo}7N(Is$eRDh(- z`MLA)Dnfk6avD8ZL9WzIf_s9j+7ObJeAr}A^h1L507771FBRc){a8Bhhmo9|^H(=x z;J-j5XsLaRU1bf56$WzphTr^AP1s znduQzEN1H|F70B+KlF&DIiduGFr|w*dA27UoPhU<5J|Xr;Y04vS%82fkKt6QcXcBZ z<7ko0tT&x#;M;PTk=<7^TufBrpV^jQR?~c|#diZ0X)Gcx-ZsBRxTti()@3QyY78YQ z9aT^of@xjmv|C#WXyFJknPA|HCcSD!CS91!(z&nyxQnnv{PG@Dp%Xba7vwZM?7R!~ zq4g{5#zi}Fkx@_+dMZ4|uUDPUM)z9tmvUG5^qY{K8noxeIUp(s88cx8c^5ebYrMA_ zGHc?hwN<%f1gL3V_R*AeFOm#&Dvusie&st^{bT3hLgQ^T%PI&wD>83Uu|4KaOl+~r zGHgqW)-<+zvw|3e-jweq@L8)FqzZi1x49R_NrT7{Qtz`?65@*V;pw6y$o=QvJhG@l z^BFvV+}Rv$E8t#QS6KPVP`b;n6(uIna3t}Fsk5@KQiV#o&>ZFKg;n#ue^I#3Sf3i1 zR@yB21}3y{ZrBhHI<&8l@I+yBjp-h}SbeCWN1P6Oc;I{_c{izOiX`cgY}19jz5)h% z^`S<804~zN1>4+|UCy*^BTi{fAZ@<+>^*OueYcwV_X`iWf&)z6!C(f9n~T6P-GRpt za=_rxmy_v_@GsXjPju83$#}k+>qtO5H`#gB8>NV!c5E+Y9zsQQm2BH>Jo=;f4 zS-6r^v$B-#xv4Q%d^5NpSqScg<2p&G9M^Q{cxU4{Av?Sfg-F4aopgb8h|5PS*=w^kdWJ?q)yEfLwnVXPNjb-I^?DvtdV4c3&xX~zzuVmIcM<} z(U&<*V@Vy{&B0a{#SPNsK;`9Ui6c&;GVJmF-kcXzdJODcb^@Zi6rFt1*sT3E2~>!w zJR4g#E>GX+SKcP4U~yrF)8ZuVSps_J)t<(M0$D80cx^E#h3{br=~Bo?CZ~m4@(TZY zJc{eOKGzhxR{Ie-@!Wc=GcB*nb61>hYy0Uy01dcNJNMkgIO^19F5tY0qpR>DtkJcs zQfPpr1v)qy%t2|?#BG|JI8p(eu5e8DUlRaI%A3y>ZPh><2_Zc{v4VNYC1>o=B9ZdW>q-p_Db~gSEC<@S0*g5buC=y-bx});Kv!G& zerOg-H@C^UX{&ujt{uM)$X|l~*8^^lWuZi@BC+hTE~dL4+0YncaVzerp3oTXL0R1_ z0bgMIVx17$)*p@QQdII32^d=hwj7SSg*MBkMy?R1c;`gpX6;C(q>>I~!Hi_S4>@BW z*TT^$hEcd+Z&Kaxyn%}H%^zd;c)%hG_|&w0w5U-tT*H z^5e=UxMX0}8qs1>ME^JU1*?&=t zrpCL|x+>w?B;p3R9tlVmicX=M19I{e=MX7C&VPolNJB619+0)37a+IbO?uuHlk2n( zr;u9(z3cY%Cd=3#{$f|~=Hy+9vI0hn`%7qd?{Y2X9b!1FmLn&a(22JBqP382*FfU= zvVdG?t4blzNm(>LrY995XTbQVO4(^Sgpqvz8oWnUFyNJf40-aM2E30IHA;wU^6oS% z%a7~s6xkDkUbL7f-%@xB`4*AXbS7UTbUm$+!FRcUTfs%6?wQAz5r_}fr|wn6Whg45 zL~{L6bluxlBAW>rmSk!mp+KGefWcw$WqQ5MIcIp78S5Oeu4IXEQ3kEt5m-~wk@b#I z%A26Beq`^*n-No8DT_lUd02J8j|brlQ0s%e_RjKr`P7eu@tp(*qKFCEL}SR7Bt>UQ z-o;mba;De)1ewzNGCfbLDv!w)gM?b!=5m6|4vq3M^0iwfzxvdOwPow@KORv7i3E#7 zX!megs1n_C&q~>nzlonTs@f{x=(azxH7>AdY;I0!)bbO-dOI)$4{xbK7=ifeX4g3aW;SjnE2YbaC&@n86iSU+1&oPW01w3gO^ryG@vp4>m;QeQ1&-7B} z#b52!S!d(1V#Z-b3OBS;NL0gF$BoSu7w)##Xe>~4vj_vl$r?;Ssd+@Y;k_;mPgbtK z7+7QG{m*-I0G)o1B8@$#$i50POfZ0zExY{DL1K&uNs>SzLhaQSWwo#q5(X|s7l}_o zB#|laHB+LNP}JMT7^Z}i*!WZIj$=g~O8 z{7D%GZAnZmCEW=S%8=N@ygOsj7$JcoYECsQXX}B{iLPx()UKI2*(q(hnmS92K%ec^ zYNvvQ?unBY{Sa5B@+pJUd3=H?pSmw;H81=8i+*{Hq zv+%VURM8-4HoG+}Z94iQ#ttQFkt%95%@VFKZOosAt&wmp#o7sA^c0Mxz32PIlwXS1 z(oPL}Y>_0SQk}sk{a9WRN4910y&a|A+5l@nrjn|9Ar(Xkml!mz9 z_Snsjd4+oKP*ot%a5?40&6jCGGp$AA*bGJ}K|UiGqpYYaC_@G#Osni^jc!h0OO3Ia z$akhx-aP^!_I<+Fk73f-Qz)Ec2kV^Tu*U&!^B7Msj{)O@L`%~A+7oX8dx6LrUM>jv zj8F?t=bU!#`_cZ2W@|~Q5tI2fsInUE;q82kdI6y$gNgGSB*J$M-b^ZoJZ>H3zey#W zsrFo08JI3g5`E0_NSBJ^Dg$&^qxS~~h%p#i!OlXSSG`dej(*l*1Z1$;HkQ#0Tw;|JkwWI>PV}VDM9CXeS=b?VKPRKuI88Xe*;`KVcy9z4>D;{iwrZE+fk^}SF+7BPIEZ!ymPaDM*RB*bHSuz9b ziP78hg!%kZj1$e9_HYYk$S-x|oO?=IO_nJ%45sUWt{7@&EBk9Bd5#8&{%dV`cllEr93Xikgto-m@}#mNtf89!XWXnazDwD@>{E4*6(39fn~5RhOX z<$zgL{jRcT{Cpbze_(~@x$VP^s?E={~0Gaw^ z^+ima(rP+$CY> z6_o+Yw}J}%Fsr^T`k~&fSOI8VYyU#OroP z_znBSY@$)#!8|<+3+>`M_^y)&J&XYDiP;4{mPcj<9MU1s^9zIuU*0itM>?%@&EcF6 z4~|w}IITx2M;P5_lB#b8fJa7F<{u9La18*^6;#dc8@BdZ5B^th{7K_`**`XgYYJEI zZV7Y^+yKD$W8lsKs51ayCWclYx5kI^CyK7E4d4VZj-e0M8qCk|8~aNPru7|>2fK%G z2upwLeTa+Z|MYg&CpRkh%orwM!}H7fcjV1cjG|lBlVJAIbo6&wT&#Z!K*#D!3xLIj zN9G@Obs@HY@t=^39+Q7u&&2-srV66PA29g0`qe`EuVVd$4v7A@1zXzRZ%i?WrvVjO z|2ykgG}}8nzYMST&#dzA;PG$leox`oj`(jc@L1d0=1-pKx8U!uJirxRE3OYZSN!Vm zyBVOezKq5Hx2^*BeXc|WG)qYP`d6*$9NJqGM56ozDPtpe-Q(jASt$D$|5o1#CY)*f zQf~B{V(p{Hq7|N89rzUF!>0vcy`7!oPwcH(7eA})YUm;&)vvr?ZtLl;xltZ|`ui=@ z;pqX`KQ@*hF1jqpSI`@PuC~mF8NBOHz!(6W3;Fc>7|7jn0bC!@Y53iz@*7BQ`-A2a z7?PV{r7r>BU+AXq+=7hV->--)XJbzsq95>+?$DEv3j7`KKOD*618)4^e*Gu-F|a-V zFJKo6g@x8}!!9cr$2hpFJ>EkEhU(E^BsO1q)Y_GSDwtF;u$?fG8UD!+} zcHVZw#-sM|9#Mp+CtYW6#A&EP`MEUR z6(0`v)NC(2j3$Fy+DdpYmvij9(lSg44_?|gvgCA7(Mj&9duSNA1W(HQ^~Z+LqoM?S zYRkui|05`uVQi{VtkiULtkg+Zy-+s1rVkLbedDaLOV6_F@heD1!EHi4jU=PSxs3QuK^5l=lleXkh2n4|vD+#ZWapSMC$ z)t=TQ07E*Lj_U1XG$5NRwbaY5lo?(iSwI8bCFPP?vLI%D(c=W0NkEhuTC+CUoB4=bR6wsIU}UHpsc8S6j4bS=W0V!AQc?Rp^_gqr{+Nl!pPYl`>s@ zALq501JCtwi)=HFB4be8y}01iZh4r(UWXCMOk6)mwqhm`_hNkWk;iuYm}XX?0t->7 znJ_AuLjvF347V;R=f%?sCaCWEnj+Ss4eHF*HmE^|X4>ECkfd>zdfd zFrq___cLBO8WFpq?;O9v0VEHc44|BE>J17=iv)djBk+R^h|GKk1I^fH62?)iUXnCD zGvPRk7V-M7YQ6h#z6Dl4G+_SuL2bx$LlECDIz8)cE80$t8)zS)(QvOE;9-?C*@{@{ z>`qmwCC>tvnV1%SP zAupEfi$z>@VP_&J60&en1usqe)jYA5iCg`ktGie{! z!*G;;?CQUp3+elUKx7^FB=3T~URkiuqht{~fSBtvf2F@dDvcvjA8twNZWCF3ks7$SQO-^X&1m6oLRI{IpCLjghG*gr zQe+)MZ1PiYxOUhV8O^s|qaAWZeA>Gf-Z(p_K?uiE6|Lm%=-c^4Py*$EAkgi({qoID zeJM(_o_lm%VF?24;mqMt4Y;vpg4+@>r>hrt&s}E*^shSUVlV$3I5o&7o(Ckeyi4$$ zpn@0i@^OID@78ys?<-NSknZB=AW~e1HCir+Rh5ExY=;HAH}>cGESq9KR#{9uqPl?& zs(gLymbRNZqveawB%?3d&W@Hi_S4uWq4OUQr7g#O^2%CFc3<>?^v4Mg)anhk>#1g@=!s^hi2;wW#lM;0QbIcHNRM za8XSgPhggM3892g5>_)sQkinoA+z*!8^s{O@bk5x!w}YH8`hzO49P8QtUUx0cUQUs z>@<4kKS?9mcHpRz*Z6br@`Z`8H8G%eP&ixK-d?jEfGp_bLU~qPk)=f%CRicFbs&fBSeYQElqNGhW?vsvX z9@tJR)b><}UFnGYo~>7qaRO9!i{jge=JgmdM@3lEdvQ0&NifUB(;|)E3rh+1G=yZI zR{o^R8)FS3UXmLmCv!i$s*)rSYh0XbM2(Pgmziy$a|TtB20UK0G#d7G1Dk=G@HKE} zSxC}wCalPPbl_G*C(9&B=BbHwqX4P&O7(qX!un_W&=>U60N8p>S~DL)8m7|$UD6Kg zr6n1-9+{&mfv&y z`&W|O{rm~SCLOC%Otr-cLo3@G_d$jZ~<1Xv`7ImOp^_tNK z@82u0Wn1@fjgTGDKL#If^rce1V6m3eh<6niRa#=rQ@gF`&&%MU1+8f-BL)nuz@#t->~9q})tIVxa~x4A$^q3ImQD!87d)Yz4@ zncJBLVRqjdul79No>!@N*VAY$DEl9TQO_2z=JSv;A$p|K-&byOVOY^M5ezAc=x|rN zW6UnE&iHskmo1pSzgHTaQlpT5!i5g7`g8e$gU*&{st)e7@ZwI~D9e_~rI@!h$keuR z0&AiwZ2%uFbfEw$AQ7|aW%^6-5+H?)UAkmNn&W7qTxRkTbQ89KO0Sf`o=27fh4bxW z$9g!Vt0t`13tT2`F9f_yQQT4}%*m=q+;_VNQq5TKQ*sk?C^?MDgA6FK^r1ss8 zI>mMBUL`Kb!rt%$r!U^;du-}Ad`6+&g-0O82oR_=rRA?7FcHk@*KXcNMpNPijb1$6 z*;Na(8B4J$>O90=NM9zF3if@t!bqvjx_ z`fW>{VVM`Hiaw~62P2)_#W9V1(Nsfshx73l3JM{yaBtn*Rp&k$JD+}Mjj37cW$1K? zZ;M|I>G!nn>>qs2(37+Rd&OOtbLD70+{n(c&MG`?c_=a;r-@xS3WC|+@S*6I6;Y#WbVdhlo{Yki;PbLkx@J{-|iYO4DGW-yiV^Q;! zSd`h5ZO*L$>-o_jxr)Bn2=GIFVw?|Bjx0ed=Oa}QAGnHGd+g-Pu>=$ETNQ&LOxVq@ z+Fhjkx;y97*8Dt?5kLK4Ke}_d3*@-Iz!0>DWhuSqigpT{ai+fDFz zO^eay8V{aSP!2ofuDu$Om`1P+yn_XMHV%6Yv0m0OtJN$=K1XWGx?WW(Mym>$xMnnK zNq8@_w9_d}Wz@s?uUqd=Z@NPldK4$1tZ!3Zj&3TRuYBBJoXRD7!ZEVB?aU)Xt8m@x z0eOMAgH8KQ)=+^}yHpC$pzEmZ?UBLgXI0q+7wE{>VC0!(tP0oli8M~}U6|vv_1WN(ryg5Sd)uX$ z?+!EsKe~@;7c-fc8jvyM?pnZ&$@pqWC1yq;X%$>w#VL9&MKPr->YyWGzvqM0kWwA+ zan&Lqto285s^|Slk!54TdR`>N6lO_a40ImNLel`pYdX^OyE#BZ+39ZEOPE_#JuSTL z3!#E)RHE@|?IW|33m8pfvGBEUU$A}84RL-klQK+eX*7KBsE$_z?Xh2M36+XT&%SC* zaRoj~V?Whdq#{ zQuK_>+wLV?rv|*Lv;ob2PAn?OPvi8gW(CR$M~RH&e3q4uXzSjMpE+ zkZZ32G}ctgS^Q68OF$NEj2Dvmm))QCyQ7-alWC3>jPM@!bqa#whA)-+f9<}FNhV*b zjH$5HEj|{;xXJ8HstTbgC&>EjYQKtzECCy}7~w+5Dmx8~Zo`Ei^`--k;pY5J$bZW6 z9%9lMNC-bKCh8Gz!=B5YIPoCWBxMn&z>YyTR1u6VcGgQ~T~;6Os6gF=i{2N%jYadu z{!7g8 z1@w@s0IP;dMSBw1DciTR3$LI4%CbkLCRd6Ni`*$;V^2wRiI}r%Ipj%Kw5Wx;xVu0p zU4|cJHqNQ@hpy=J30`#W=2L))jhSI9reZ;6V5S%)o%HmYp~-?TZ|m{GZ1oG<%8to` zo`-~vlJH(0d8WWdIXGLoL$(HP>qZYyvxJ|~a8of@Tgi;NfwnhUok+Brcv;F4es)i~ z8alGo`0T1hi)L&KQ?g}YfF2l`3oyK$3WBx4jS6d+F=0Br6b+Rj_Z}YZ2%g`!tKHn zLW%9TRY{~ilr#ZUdC6Wte&_!DW6okBG&t%nTT}Cl<-yMIHt_ZSR=5Od*~I!kjGaS} zD8Q0M+qP}nw(;7wZQHhO+ug5i+qP}{zs*dbnN&xU>RPg+JuC$E%av*#zD}v zao%jLtfo+H8e{>}Cv0Fb^~jVIDD1`zG>FKX=Xh?^O^3ik4OMo+REi@Bh)70<)&}L$ z?RDA{6=lsKspYVY?wKNZ>RW09mH<%V^U) zwijg^+TBQdk@beLBvXX)SlDJQ62fdX@#_fh@<}QxYJyeS82~53gLaYGv0Z|FU-}c8^ zdNy2cig4l{I6}UC0Yr}!?rqaZ)6`xvHSy?J@N8j&5keZo;b52HOnIs89fd0bB_5KO z0>K>?ciy>Sf-?@rcm{3YWkxC}KC2?#ogWC+OY3r2!e@@5`Gk8LriB&#Mq2)R)3;T* zVhQIzuOORPfaJB2=;(Ukkm9@luxCc&)7_1mXBqdAcXpup?U4#>)2+rC>dHV66=?-R7tr|KK8Ps$+%;$LM%s`8ybI%@>?B@^chTI^`&sKfro zi;7TN>gwPG&9^yMuNgG-f;irBoO$bnNX~D65!GBgMcNRQ7qVC3gFlr?XVJG$6~q;b zG^BT{yLp0AH(WM-HW-b&YDm1xRjca88#oWv#!)rnSv_0!y#Caulve7ofDzPn$7fh; z=^S!B;a=leqjN^E3CSyCTXc9wy7r5gqb-K53`f(+ad^! zOfVx&+JWUx*+Sj-SH{taS7_iVO~ z`YVPK@VMX!g*@y>L4071UMm%d6o1I>TUV zHqMU4#G4Llseo_Le5XN^tpDzl>X_yy2}&(9Ydi- zlF)N=SC!ArV_Ew7s`M+~OCh7bT?j$-$;GB}x$?n)6JN_Bf9&`(E2K_B#yA;lLnvju zkys2U1@d(QwH0QE>8(eS4&|RSY+~lpSxK}e$W_TuXDM^ZbdnieL z%k0?hizUnX2^RT&RPGCC8U?#KKpJ;ggQb7G3!CVeE-Gz5EmqCwz~OJE&jw{rN~do3 zkMJ{Jib;rt6)M_N?H6Xz+37-OhA1U|M6vIL@1~ZOAxE!H3feE3{i+sGkNhry=#KME zvk06v^*KWeNgNbGBQ4P3UDw+Igt%sLY58~h^Z_r;F-|hEfKdW9Z=q=>a^f+&$hC$j z4es)DJ*GeP$G6%p*+^PB{4;)=R;S{i&V{iGbolpxjy}BWkpvx(E$Mv?oPw-7X5%U3 zluN2?YFKW%+X2vnv`zUWDs*Rac%3UY>E7B+k{POTvxR?E*VBCC>(kf!ji=%vG7&wz zd?~|gizK&F!*N`z{|0#>+bRlOq&e@KasC?zpQ@H@>HVa!B@47H z8jTd}f#>PK@@Ub73MnKT-OcxxDWl}IJ^2nB4|%XH_>Y*&u6d#GH(>6tZ>gIEb`)5z zn62vHJ+1(R-C$l7hcbC9V~5=l(3F{6nN=*p=XnPTmW(FztYzz`rRw96aMKfk9#iOj zB)xD2l9k~Gqo0<`(59=2xmKbOd_L_${2iu-_U&hjRX$VcxqrrjOYt&OyP}1?3(nU8 z5JuCcjOW&={a0&W>q0&KIO^GnQ>+yz=IO(!k*p&2bYJNf9{7oCJVWeqF78dDAo2ic z!(Bqy6axi!_eH1E_88wAsh`Q~JJ6;tki%|0aLj2Dc*-x)i`DD8{sg35UGpSP>c*OZ`=_%SGr?!DkYNaUy=p-G7<%KuboX5MwF z-*DuY*noWE$nkUWV^)ZeWdBoES*tpiN37jlqHrh;L9}uBoE(|D(3V|6u$$+?__%Icd8*ydL+cB4} zr?Ckw$7;S{wa=j_C`O-o)opyoBp2@v&}-gTTZf#U%n63stj4e9^}) zdZN!r9GjA`E}y8rM*byf>m*%dTGmDDzqV6E zMs+!RlMo<-K_z%)fsvM=XsTjf>kcH=!?hFb`chDZkb1M4aKEJLQ8n@2^OSuqQIupM zk7cNIW%65>wp@VH>yX|(R5kIa_%NyFfRy>WRtq~aPu&c;&K1-+8~sT|ny1^PUabt8 zP_oXKcu0kn6O}&B>$fgDLu9Yi^kT&>atjO$u7RkX6OA{J=-U8%pViO`^ z1yGK&T!B&UDqipOR@9V7HP#tFe)jn4El76xm_G;n$Oc4vVy+39UGL2QMzcKbFkmF~ zUa7mAJ1w;?=6g|Hj;9OsYICxd-gJ%Z+~Ohwu4Raajw+ycBcpB_jM}nTIm1de|A}j% zxMCC9%mIHiJ*~HKyK5KK!`WN^!-)WU>r#x}x~lH-3yTM&V^`Gx>2c_)fE{OX{J9|h z9yHXMoR#m6AqW`d>e;6@eneK;2XXpP@gPhMO4#&_soMG%us9;xG-S=8&TW=EPUXpJ z`dj(R4V-^GPr`NjqEqFi8{1M6@#=v6h0Oj=bP7iRiBWFHnSDOSPZ_=k5z2ds!{bZU zSujLNl6G1}sR+AIU@Vg^>p`}Pu$srBpRggeOk$VLbA9FMK6X$29%*qnpm?FqqiT)o zVP#{{UtXh7wZCsbDfp@}2#qd>oZFs>#?O<;;z`40G)e+g6JlqTj;Mk@B?KTey@4#C z+4*rPP<<5S;Dw~D{;_i#{t6Iy-KRQr5bWUY2pmO~wmM`7=E_bT4h{vIs0H8S97NFt z#dI``jyQ2wHi&Pa&~Z1p*5`fPctvCdxygWe5)`NOI)9ne#CTy6cW)#<$L9qL6MD*j z94@&er_hT0HXMrFrZ&-bLifxWivgQgas*4Xc)zEz5x~mOw*^u$`R9I+jkv*C1tgYcYR~3$a zSDoY`)=2x2ilDz~1dO5PZSgkhE4Eahz`X-qtdwfz4{0rttt7?RUfZBQH|T`n+WE6x zll7jwt&CE#&~-L&Y6_?|GoU=qTzDJ(gQ*sO_&cB%qt8sGNkdd4=e8?)JdaC{F^k~g zrQ-%t)h7YTEz7JOKNeWgYaVw(Mc6+!GV=u8)igvLIrkoQAWCC2EHqV*Q>&(fd*CBY+*|6EsaF` zSvdI(aH1cfrY^7EZ)jI2(utjpf(N-`sLZ=mlINI-43v1}x4gH_pMO%HBjtbczw|F+ z4J00UclG5Kp4Qm1dvPr^My1H)6LIFACdq&qHH1SkaY?TM&Jb?%NA0FGpEc?r4`RS7 zaA*+E7Nr#^$4vwf=R1_^b?Pk4>KyPEkv6!MdFB~eJ3=bU0>_wJ7fndU(1r!fd7q;z z)_7j;O2=^gr*yi+zySDn+)~jR*O09JS49(>pYbfzWnImckj%fYYCRIwGtnec_5{sP zR>XU9CmCqQ0o*K-3g!%wJmiuIV|6tFHoVbj{O&@jxol&H;+}iP7dep?;Yy@#hAOSaR z0D>$ZF3oRfL0No1O%a*2l2fbAOQDT_PO*2)P@|#+;{yi}rY@ z;X$G4#~vYJz)|qXtWV0sIn@{4X{lJGbckwgl5zn}stQ9;ijbPtgeyG$tZoXX={Xg{0w;WA zi7RDp6)t~~phULXWZ4|R%)>b$zxfzC*3*91h7HBm5lJ^XRLp$Gn-z~rZ4dNhW0HQV ztx931oJ@BeO~RY%A$q(&o6{lz=TL6PrPWHJUvdJK6?bmpne*Z3+~bC4M)XFDKMNiv z9%ofDFEB9@$C*BhGZ}Ry?YmY#_)k%Wy<=i)<^2ol3X>Lo`ZtB5VGphHgUK3O6#zWx zay2)yP}vNdb{(~Sgkaz;q{1Y0qF^@2R-|2=gTrBnT9O0;*G4mSq9=bwp#`3_Y^Z*C4)3#A&)9$8d7%YQ`khqdDcdu9%V#Y5Ui=ZcZ1oW@`ia5lnvzH7 zc-!L%Y%U1aGyfLMTuoD}_u;WWN2QD)GJ-QVW5RjY^6F_Qu((3fZp{=@BCmxf`8(9z zM(~!2ce6?#i=LjdVR#LF!fWwp9oB*_1yyc8t^T^Q*Lu{|w%Bxs`J@;L4~LxLgRM7e z`L=%tLY+XjJtV1G06Sc)tCqJd8plDso4eDSFSmwc$uUpSE-+z1>?CE|g>b+tt*0s@ zxv(=1HLYNaY$p{-WL$g5bWQ?CNXDv=-o{IidBFpFJam{UP@Yl5V!K3E76-qh>33|G zCv+|@PbPpc*vX?TGE=JnBfh&<;1IoEt$OsVvyr6b=+Zo>5|W9=Qwif~&ab4wsQ;9~ z0VO^wWv|5nk0Y{Y9HDjTV5$XSdSYw8>Z+MMouVtbgAi35(3l;mTc1KR0>j|6BD1i} zVyl->oyStNdr0LsQYxA*$%Q|{v`uUgM>~q4=dBtcdbdYa3$)+Id5i?r3LB-{{k;Z$ zs-U~9N50Wx5bHIrCmPM&*BA#yIB{sd6kVS$GC+-6jTTV{vJWchXJrVR*9PMurqV|* zl=l9?y^zvYdh`k$lpw`5C@zk`p55uT>UtJcwf*_BRgKu|F|}EWAoy1k(S(wex2>~JMi|7>>XY^)qkr+4J)`=?CpWc_C|0%Hl7CM8CI zYZaLXw?EaU=f*=^>S9x{;p?KehcWXg)zavleoXeo~#31$eV)Ij}y-*{D@ z_YKK?Rg>)lfkamE4UX$-%Kxhmx)F5cdNVn!!w75IaZ4lmbn{Rcn0y6*b1jH6)03PI zUG1LDH(Z&?jl^=D3q(c8vH{FS_{gAnyg;G?kT@`)oMo0o07%hA~LTvSgq2AJ8)13jwL5*J8}hd7SKbSz(pb&Ut*D zrdx;)l@OPYZ`-|ba}eg2;D%+bv04W-fX0Wl(mQ5;Q(>_x6;6{ ztco2V0tg7(K-^&aNd*Es!Q9+nZ_spayJxq@+i$0bpa3Lt|ruL&3(NK^y>lT?-b>19o%-^vMGG*^}r5 zoFJ6TOyB^OPzB`xK;6IrxXJ=>#{qEH{k!KM6ch977p|`c=%3sUJ_eOP1tbr^4Y)0D zPSQWKQ%iuY1@Tn;`wp4^&o@#3`1r{5jSGk12GS8oGo1r4ae|XoF{I(2vi#4RKfE;`1A1jiJkSSn2O?+dfZ$0LHlvP%Q{2;9nVy1U&>j0K(wb_z`7(vj-MB zlI4{igfm5(AKV+o4n7uM1w2*2`%@;&F0B^NJQOnwdvvFkR_#|30H?VzE`@Y;2H_mo zR`8{ghcbq04w=)%e%TwhwgY)}e)Ng06_j0F{cAZqv7Mo^33+q?mz?$i4{a&*Zqo!P z1h8doZS8H%1CS35aAsmL`LRlkO1f0Riz6o$`{p}sF%i9{@_jjh) z6z)Tg)Ng2lTO$bY>lXzkXXzK^`W~Nj?$=BK1K>AD8Wcu_0YTtb>rTvi%Q|(A|LS+Q z@t6DPx8$X_@yie5$8VM7@MiChJ?O`e;un2z3-M_08y`;jUuf(ZA4O1s*8Wp(MMt0C ziaOAh{&TO-1A^0;YB={g#}~I$d=|_dRc!5NzdCua3YO*7s||f^4dORqsnoP!_oU&4uMn43N*9{1EJ&Nf=!z z>fEIrEwH*qb{~Q{1i(f%e;?LWF>W17(jK|4^f$|+OiiB z++XF8{Q#)m@;mCSKx4{}m=B=pU$-4jwDu(RMc@q78us1h^lSAe&hp1aAgcZg{hO6Y zwThpB1@}&G3|7Vv_Tg<1pk@K<>gGcnAldK{JQ&UPll~|WZg6FD9nJIm+f=|NpPvBU zfB6O;!e;pg9^!g=A0DD+`<^}6mh2Kgqo5U#`t5aHp6;pUJ`7v4^U;p|N!#pf!vEJC z?}N(F%B3;pr z%)OIMDhETklWRo6x1?k(UbvG4AY>AWxToNA&n{Ebk-!7=jCWgCOyo{BRLHc=>Xdcp z-5SjYF1uPQQ^yQmY{#gzjMGbWCCDCjl4NF#7>4!^NhD*S;aXk>%VNaz>#;&rHr`AY z3}0tf9Vf`#=C(W&cT}NF70t~mJ~N8_q`S+ntvP@1rnA+JlOAuGwC;V3M_=Xz3LXv8 z7)6EhXE@TGCM2gCyLvy!s;p*WBKdw|^Uq{1lt5D2H94Z;5cP_t#fqIPB(&-@YzqK%c;mIU5~ocZtjIfv|9!7 zk7tsSOR#@svwW>uz4*46C4kr<5$_98M3+Z zXx5XKRA)6uaUL1-q)l-gCO=M>BXu-B6#U1i9x8}G0deG@I%$T(2Pke z?#$wOd3jK#TD8q=8^jr)HmqZhQ2?gXI4#_h@WH~N-^}8j3ygMHobhm(^!A#oWs>{|Nz9D^^Zt4NW@ts-BuZ(oXq9B;X=2nAmvIaz%dB2 zpAeY#X4%6r?TcN%UrN}jA=b&*!PYZ=Z;Ew!pS{mbauln3s;ns(kqObpM`H1~wSTgymKaCrj8<^3}wg zb4WynG~!r0%k>STv}TXIswU>08&~H%0z=Y^B~<&gIkN(5qhxY{u*H@Q3O33rL|*Nt!67<0qV(Gx3A0YoyFY(29G&KP3@f_# zxa~7oTy64i@br5q6ntZEn=n|i; zes^!c?JH@twVJuiUzliQJkWYO6Aqi+{4+LYTrBd2HNn5D>q6Wt=r0HY`ANqRrq16 ztvTl953f4Qpcx&xj7q?@1)@lDz`P^<=>1oHsX6(>Cwv@Eg9zc$_5gRGPk ziG0T`8|~wsXgqPIue{CL)FjaPAXehJ^G8wWI1u5La$GWc418>r`vi=r?qW}W@ac(6 zRzFNp?zn5zRDHSfPW%dt*d_k{?dklCH7tyhgrl0p&YXgCDyy%QYIa2`&Wl*_F`O@k9b~Hd(t#O(Z7;C7Is7_^n2<0n5Y{%&TdB zpTNgqLBG#kg6T&WowlNG*zLIa^E?O{d{;rxhv;i-xkXC!kv9|ZF75`o13aFepH>|< z(J8IjXfkH71PFT=aEY}Ht&YH~DQJ66U~-wwO#6-jO2w^cRN8CV)(TUV4Kwz{ayod) zKpB*FSd=&CmK@)@P)CN^aA$GO-KqWIF|a{_XxiaxR1wt_#aJ^c=D6%c19AzGCc$cn z2h&XrvRUC?YS(1g3iozDwNw?B4aDnHg!@k>|9OUG^SsL{z=v;+UY2tXu+>n2r$C`m z6IUd&ZKE+G&)L?3c3UqpGmHLiy3e3uglx8dXv#I?jr)iJoY(dOSS|pyt;>V9z0X}4 zC0a@)rfS7j{8+vh+wr{Sgb}$fmbf#E>|z|*qfa)|^{RxkqdSZ`iW({^g2#NebVqO& zah6e(JIc$Gr?PEtBl6V!BM($MuE)#J4d|nuKnQs-`EIIh=2pwR+w$SXf}&HF!|bG9`P?M2M&2|w4634mCIsCNrVQ<(*Fq^tykE#0V_b)$%~BUc z(13RLI=P8&59}Ek;#eL)kdP)E6VkPGUqW!n5!aQ0Ic^Ioj8)NgA5{@E^W19ewz>yh zZ&I9)zEL1ciDiGd_537nyhw2)k7dq>rEp2KiE$p8RsOsmttO~J1j-rrE0gn+mtr@` zUO;1R>wx5|IeP7`Q8<(!ebj5FV4S{LOfiEOx-ai<=vF&TC4ZUWKfQrlT@ov8BZSJe zaTRy-xcfHNyr~AQNQ5TYm9h*e0zqx1?CRT$=Mk~L5jzyP{cYhz&GY#=`XxKo$&mc_ z>ME=UJ&>TkMw(cNTtIw{{7e=)oi_8Pd|=Drl*yrq`EqXImKEi_;0MN8gzs<_a}OL{ zGWbcS!)_!-5#i1qp^A~|=TA(S8m&5N(zHXTDIe@pe=TL|#1sbXN&m1arD>ZK^*3^3E=$|A*za&KUC3&r+Vkq8{WW`NeVQ3+HIZJoe3Z|^B zLd}?&3{0&9JHEY&2~PjRIZ#VH32M{!&o%%3;kRYS%j&2-ZSyD(iFWS8^j2#|c)V}3 zgj->~*&MTjD1;BIB;SbS+Cq=5duF10$J;%`9P9QiSRrfWi7}tEl4d5eC_?+(wQDw> zssbSYxATI9he0VGFNZ`hm(jz~z3Zo$dXCF2DPEA8&;ncS9Z*oUA8i`9z{B%H0 zR+?QkgD9gkmQG#*r(Cm6m?o(ElQ+}(=qr|(3QCGH+AGY>!g74O7;-lKZ$IlU4wVJf zMpTE3Q&^=Rhx0EC)!k@O>978!m5luKpS9aoJ%ORS;n(U&AMztdUoEuSh!b3x&XBDk ztXc7ErjHHenQ3Q@ z_tPXj@rBlutQ1rG3*^$`VvAl$o;OiHOu}83eh&f<;SzT|rASs>)YDBr1E{iKC;LXr z^xfKTp&^u>M=D43@admtx@#q-pgGl3l6Jx_sDv!SB0u=cH0MgtaKrth*II!cgZ&w) zsMgaS)GPf_my)yu{+>hzQoX06#8`CH;<$WUUd%AP^P?vmckP{uozf_lOXVoCSU}>g zC2sE+AL6bcQ=(;b&pxm^vp4NX#m?1og)vuWBnv0jRl9m-29eE+;8Z9O^EI9k@abp^ zEO-3lZcm9;&6xMo1sIC&pelMFyLy|dCB+eNy7-JknloiCiCQ0g-{#vxUf5Y20+y*5 z$*XgjjrEY8idNXlr0W*E%KBF87M}U(fpx{F4s61$S$OPK|C%qME>`dTSB9@03lUMBZ&F+$>cCro7a+=a1NcUQ5d~ zdtza{e1C305x8u2PoABRex2EgC`f$?y(#o4KTwG!w9Hq;m2pejtojzT#B5ThI-0FV zM)K{}j@89cS&XKx(Cz||T$6ObRISy-w^m(w7@1%7Cp~6IT&>wHekm&ls(Qev1r`BfL+WVls-mb4G2k+N{u#WU zRmQS)?Usb{IfsJfx`Soakc|A8Ckym)tK<48WGi8bc@4}-=bERuZ;^RtwCDz*R$)#9 zu#CPTvp!%?b?zFdj4FQ@pVZ09nQ(w>;AVH-z7kUplmH4Yd!+Ex)|a&gJ-Y-i_s_!X zV{XULB^$N@S?=4$8fv9+NdcMYU5b>}2bRpgLL+*htBDaflPzid*xJKYMh`Xr%07!N zQa^q(2;Q*zGL8uyHN`U4_+Yi83=p|su&~CHZ!A(g6uR#r&|5?=IYqd8el5ZAZ4G$c zN5%<1BVngB7%%qP;T&!#nH>#Fb{RvHqXBXwToqeJD6KG9$hy%Q?6T z@g=rTKJy46Z?7qi2#V~SzFJ-qovAsFhZt{&Qk}9TF*&b9lki!!Vi77=&y^L$hJ5`* zeh%Lr0o&~Gio=dui+P>V*DUaO46@a@v;x%_MCwdN)aX03`hD7Iia(IIgf9 zuE;bx&(@QC)!%?xoof{cgvO2MTI7bgYDo%1@cSA75hRfaLZkc2Lz@9U*YxA ziMFQQ;ek9ovC^eea#?n(IS~S-u$|2kDVY2aW_69s8iJW!8gWKKbNi zxg8Pn!$^~cqxeS)zz>&FYfmSG$Jl%ETn2h1f1i&?7>Ku@L%?Gy-LSnVZG~5#H6RDf z-zUv!UoPgiZy9z)jr1u3(=wb*`@Mri`5O(i9!M99llGObgw{thGd$s1j|XF)PGK@) zh`H=Fpg$kwm*t^llGqj{VeQ2G_aPa5UX-3E2c51fmuqaCTL0m2W?NxNw|d=r`iv2a zHr%ydj#Y7?7oL*?4aJFU19`}~UfS6()aQq>3%OQ-e+^b=|M6*^OQ1ts1MAITZ>ggi zA6cz9Ly+Tg9xjY&D1nNJJg^EGL}`a7yv#40TaVnCe5BJyHR1hjrqA76=T{eY{;&oz z{agx7zX1eHMAzeI!7de5C}P;B?F8+K{-;)Jo8!T+&C8VJHf1e=fqF zR9JjrR9Z;sI;h0iCwgbHGi4|gJV+F*hPXJ~ZLI6=YKyL!w^uSELIf7N6Qf&cz`&!p zi#|n40}(NZwv&o%MsJ4rvgjDX)9Y9;Ue;4eE|TN?&O1aOS6G*s=4u3_#~Ri^t?*y| zD7CB%PEA`ibuQe+{DfS4ZK&t0g>Qr$_v5e8*i&FA5b=laU$=F3k#roYxxS|HbjE7? zxV1iCmH@{%-uGr@ygS?SKEx6%MkRT?&DOYMDP+=$LaV&7r9U!!GwBXg1 zbwzRyUi9?qMJlnX^f6fCL^9OE+4++`2lvA@*7j6aiC<%#z5-kNQTsh{{cgs-OoNsG z1b;+Y7>U$L=_}IEA!YmU=CE|xl5B8Tn@G=sJU}bl>s?c?u&$0?nU>N5PFw&%zK6%& zk^qTjSG)Bz%N#13{gzRiEe%aY(ND1{#@`pkaEUJBch&Yn+MkM&fiKuj)ts4Ko8oEZ zDfE+x@TsNau6jMIUm~4)KnWEV)zlNtUOs&$h$1x8+6epR-2V}0|0-mqY}7HW{QZNTgH&W0yZ7meNVcVuB^HHNsLL{mys& ztxP2FK`Mae2%KtrZL;O^K*}&E<0anc$%j*Vb?#zK~H9i-C9} zAgg)TxjkPqk^6iMScY7%Uz9*KmbOK^^q(HmmO;zHV0A3E9ZHJ8tj6Q*{Vh$FrTq<+ z&Wh)viG{!hbPi<+@rG!pa0}!ZZKjV>m5Yr*MFtCFgk@uxNkh}=+0EQ!q-+0f0u}fb zY)ms+Exj8t1CCsO>p;-ejxOUgb$;UoGjy9ueH@($>ikB$Rt3}?w=plyPM(EA@P0Te z((mMC4P}isE*xmkjL;f$Jg9;L>UsVXYj^wq`>?%MfJS9W{7x zh~cmE+v-cttZ$2P#;@3^ymJXT@_9Go&M$DRicC%6&*22$9yCngwuzM$BVd}L8h&@= z47&Dp$R_*H6QQ_9McCr@a&t%N$;Czf1oq2HGAQ>VpL1e;9T`D4JW@X49CKJEiO|o= z<_xR#ntf}=a$rIC=DNB|oTbqy>}B+#rr!%h#8?=PZFBf@j|)YsVdfccBTFEdV>s9f zd@G)QO~Hv=wjd$wVi!=368pcC21$$E#*o1ej!=80FO++TWsbPp^ftxam|(-Jwr1c9 z(Wvh}gRv5E>9b_;?j-6aCuWKb=R0dE({$hu?OMKuR3YZ;jOZGU6+w9`x{8Jwq%asH z5~18RHB(~%V#<4?#-T&iia$021Q9#K*o)N$<7(REU?)78K+7Eumpq7VKfUtGJv>YUcxw z6(jAzw9b9~Wjqy4Vq9tA`pNUa8hj98wxsP&X;2aKBI9 zu};|0*zb?`-n@|j${|)Z>Z(Fk^k&csBC%-q(9Tc3)56}O5`NGHNxM)0c@xU|Xejq=^X##*4)2-S|tPZ63>1RHgaOxI<%q`Gdl$~>$TsReweqIaYH zs=YRg;)vB_uIsFviQQXMxC20U;rIE%90=!kDizEf=4l&0GH6<=8cQ|9Ph z57W`eZLT=%dU+33L^z|TTH2w+wC@428?acUH&X@A?#nh=oivYKy zxJi5X=?+}^N&o4)naU28hl4Id1RYg<=HVR9WXEa_N1bx}7#pWHnJIIJ%a4pPax0s9 zi%dP$FGK=;DS~r$lo)8SdwlaerYY%KvKt9EwxF#7suvg%aFTWcFP%x zO4m?sC-qcc%^w!ReQMvo>3kfZ4OK>6sSbnR&hPvyCX$t}TZ(0^l%u#W(rTc^q@u-i zrZCks%n358vQWU~81(=qL^eFY95XwUnjARBAEq0sq-}?Za+Rj1@qJt*!&#k>XAyK` zZTpb1H9j}@UssYQ%)3gRI*JB=zADQ4p*Xg|XRc)+ z==Dd#w%N0LRUl#G&#nls&ZHa>P+bR(178m&$FeP1i3KYsevYFClX#3{v}WSoZ3 zai<;K9#w=J&Oid!R{#35>wLddN?kWEkG97k-Xhen=!@^dh)uA(lcxFddk{g~#^k6$ z=lgSJAz4)nK4iv5gt&eHW-(i+#C#oTjuy&e3Mq?9jJn*NS5Fl{oTQU{d|ed=_b3K( zalJ7a7-7v3Khcs45E;PP(k+%+{*SnlTT_HGhXNBKU#SgeH`z_+Z{J}9Y(1<;O_AgU z=x-o>B@W;PTQz1JY0(MTNB!4j`HwTSqF+XJnZa35ka5&rYh#k-0i18!pO~qdtf8Q)TE8jPWuD?VY^AD?>e zq?gStXX#-E5JnxcY}F3e@Gq8=YKnc%u~y>fB896ZuOLhxz*5<}&wwf(q7gHw*Oyo# z?>V@PrhR|%FbBd@*$GkS{eVon!QFW@n3-(lb~4K@X}nir4k!%iVvs@a{Rs8jW=HsY zxuXmCLeW?~A{cbepMH>MMFe-iz-O<-wYSjrTl`XGuS z%eBITwBUwD|Fe3KJ;GsXp}!mMLyxGmXt6j-Nn|GPnYHAA$LgC}Yk zQ}073f6ZlpNN}*Q|Q%!r;SGd3m>aM8G`_L5ExY?;G!&&bu>ws$88a zihpG0TRLKLsGZBJfosbY3=RHt@pN(^OH-tFbcb~)z#cv;eB?>8*}%^%qA5RZlAurL zr(EI`1_HAYMly##)h$b~XyI3a`VYIDJOQa%bJtI+Zeyv0$+LWDVe3C#dn9)xs$OFd zq{9{bR5=K_4yl@+HAl6bG_kDgQEDNbo(6J0HU#24HvaQX*AG4-(mPbu7Ul`-{KZik z093sqp~|+;7UeYFtm{T7%yGcg3ID`1X+r}|R7o+<>>Vix0h&t$h)Gx zfIN(jv7&R*yh>ha0TQ(ChQY<=9%#4QcF9A(+s9yidoNo$qo#?nO-v2dgDL0v$yvcm znOi!)ro2p75t;&i{CRW@Cs)DbIPJhUm6d^DW9qWiqA9TRuSUWNyk7%wc$Y9<(NA z>*{p~G*ROL!%_Pkc`o)4~l(Z~cnd)|;Upq^B`9 zbh^*gEgtRx6O{S+(1ZT!Zt{*MLx8cQC3a_7t%)u+k5Lkdm1Bc)XEM6cEM28e;h`MH zTX>}VT1HKF-6yKEWb52mtv`PmGmu-(m?(IK_Us4vZy4dx_LO}}L}#zPJl;L^MxJ8B z_=nd6?uvyo-!^%$BYL8YhH+Rby%vv~-h11j)S9a?bpFy)O=|NVlRooF2=r2ES-$T2 zj!47SVRya-+Tq<8SHw{`4AmQs+o8d8_o+(m3AOg6`xhsM7}R>X?0*&CXN8{4*R+csb7RdrALAN1sm&iLS~z1G$kN^=2~p4&7fGjj_Hl5pj_ zGup}-3A#bJRZ^*F!u_I>T5fp$||YK>4@hQd!uiWbYVeb5&EgCh@ij~aBXTUMf2XRih}?(ADhv8 zQd~SqcVKCg(9880LcwvAk}8G1iidhBz?INhY;C zCHZE9WvFWZywFM!F}gcmY&^M~l@W1Un1UUkbT#&I`GLX~lk_=Bc}5{rOj!N={4z6=nhkSdhVT^H865_;PKhro;?dD9>c1 zjj=1e@qFUl>$3Ri@%Q{YX-IB6&v`|#7hnOOI2?*HIX!IS2?>}|H4I;8YxPvQ(EYq{Z8|zbFAuisK`Rd` z-Tvo9Yrf$p*()Tr+_T3vC*HB_6WHCb57Gk=WtD>y=#zq^y)(hNAOiPHBR(b4m71`(aFo0c^tTjN3T9=c#lszI@VN*r9U3nD6E9 z0HcTywBE9BS%R>R+!GfYv4{YsQcuxUBP-qcR;UPMcHNqG>HUNte8P>#n1~OS zi_Ij$p8T)87dN?=5^^t?&VCDJ>PrG22ZWu+F8U3NFvDBC)YFH`O# z#WkCN{_&hs^v(~%+y#6}ofw!1kq)5R3U7wo6+{vWeB$dQ10Paj#AcI^HwBQRg;DMy zU5l}7?1xiB6K{IBtY#MbuREq=s$hCL_eqEji&{^>mjK^&NBfI6;#r^R_tlXOjr>0Cm$ zw1mzKtuF-opdUIQ_@ZVq3M_7>wo;BL9to$rI?8*Fz)KB)aS;(V?QFj&IhO@Y2%p_2 zI&9;9*lD(74WzxvPqw}yEBqs()mc3DO1(kEI^vBEq};&1XU<@Ai*}OQkmIKP(<6Q$ zNp#)T%cY=p--sFzaSl9KuJ?zQOV!8+zIKF9`|DQHkJgeMmj!*xBv|hSi*(%Mc*DQ#_tPxQ$EeKdohejx&zN`gvdT6GkV#2fY`Bz;UUj)1>! z*f{kSv~Ij>L#9Gs?2!q5hmFmp z9|U$D*&v}i<@cyw*%;R)81x-vsVN%S+55Z&+95w`qVCRHpvG7TJf`1z{17~RkOY8u z?Qtto4q~cu{H=A*qL|6ZrL;WU=b$OWq)gMHak4wWWi5~xacrZyvLkg2W=1<$SC0d^ z=Oi4e6dqBPr7gl>CIDY(XLQxAP{;;N%4bHv;OW;Lz&pvb=t_B$3RQv6D{?)DFfCEzMB7vZv-B_+#c#(*FQ7IQ|3BU}R(ezeL6_puxbw#`&Ls z1|ug6%l|K+(E_S~z5eS7?@-Q4*}c9V+Uhd*2j~MLX|;+68j^NsX>L{C%-)9!L8BIp zxF|fy^0K@6`bmEwV;=iXsp;x&G82-oDj%RTfvp1>6V5Wc+{Do#0>EU|CAFmkKu4zs zM@NSTy2QUu6GqCc<0vEvChY2*Aoe*0 zYXdII60kL(&SMsUg=hfgK_TvPusw9x36EOQt z0?_t?T|xkvkN$J)?KH3k$ZL4A6V4+>xj%$|1PH_pNRbEgONIj(m9_x%m&g5Hz+W7P zy#xw!6zGfT@jCp(JwD4g%BnIUkdq@Y!$3K3^Qkvrk6T*k@^boS)&VyQD{Z*xiGy8T zTR(QgUcRQw@|-qMcZ*B7y-SaM zX@4#T_0&KQf*L$5f{o%^1AD&r-G%`13IL>Ka*yu3$Pf7u!`RyTv#vsc)q<=AW;1>x ze@VjBzhU!F?Z94wG8}sr;IsQ*yqxTiFOY|73TNSV{rve}3FB;XR(*nr*7&h_+mW)c z2t)5p%}&Mdo&No_?H(WR0YmWNe*SRBkRg1^JweH?!H7ry9IfA~{=V($G&-+$CdZmv&XQ*+Mjf_`H0 zPC;BBzeo1N+pcR%X%&Kat^yx^GO+x=^>kU|SXZ~s{FghZiby5%_ykKP;%L1oiylF?+}MU;=pC0CGGZ!B+(~ z8GPZ@!k~N0-?SgmkVNRTXo#96zpMbecZJ*fpyr8Zg1z3l%LTzsVS+>8s zl=A#~$>CS=Z_oHPf6Nak+h_D|drS?Eu8*G|3BHUkQ zRS-*3XB0Q`dQ`Z#v$!uo#!8h8~f zbOIvTnJUloNb}ws*`X`nwF}ErsolmflqQK{3n!Xric%Q)z7uZ>pOm#zk3J7*N268? zBehzL!4gWj9q0JFBT*_Nm4AX7M{Z9%mkQY+=h9HWkv*#GOx3LS==qCY#g=0roWXIb zq{XN&oEMW`mOZl;NLO+KtSnCDELpY<4tq++=kyn);&}YEw?q#DxT{`!sTHpEAoRJI zZ1?094)7Ed7QkMfhDNFaRrVfY?0A+-qospe4(Oh+mXthoJr3sr6@j`taRlLnXjC1HRD!|^!WPKzs zV{`|O=A9Ms)NuX|wl#arBbU+}oC7aHV!?UskKM)guSmIWC|r$Q%kK!!bhOpaBEl4z z_xkXD;Eli>uB_M^ksoT2VleXSJjtV6tTKbS;>2_P?6=I+PUP-j zVsoF<(qmCGvP(!=241}46I*b?)uic4`FgbpdUDCSm`NlxqnQJlPJ|wK-<+3WZAIgt znNeR>HP|k+{YrbhVX1VM`E20u#Ti>qm);?SPIUEfdvjMs(v)5*?)jF zdz5_PY&GW#2OaOcS9%1e-{CqO_Q_v=eHzMOhRE+{*?3mBvxk@&9TKQZ8?!&^Huk{@ey7a#Cy0Ki zmw#IAfEh!3@p8ouRRE>TSf_o*-3{G@G{S4M`q30goMr;_EkD#_ZCIq9?vvDjNlsg3*-(Z65_Vmg;1e6M4-Gw^3_3pCRHnouS$Z^P#K@D;mTRWcD+D7kX zg@Cw?9F#l<*=w7-XUQ4p`&)Q0QuocoYkhkMg)$TQK+%}D{BOk zS=&Y2CqD6uL3A=1yQJTYT}AoX8ON>$8Nwt*GL)oSN3+A`zzyr@&G~^Wb}S)tPJwZ& zI>n1TMKVR5ZbyK6mng5^u&7qvoBowjQI(>m+VondD&k)HF>;#~@3jW@(ULBff|1XB zVy&tXhG4rp&l)z+t;F?Ba~IzB%KhN9VpJoI0x`PR$tfmrJwUC2q?mCp4P{svu#Bci zwq3A~$+j571OBQg@bFLmK-1=UzntBR{|41e&@k|V$S3+8AGA{iZN@rIa{&e&*LoIO z?apZI2Q7eS6hNBNW@!EvVE<&_1J}&=I#fld-#;xo% z=yZJOx@^XZiB*p;=)ZfJ?wk~K$?N30W9s;N1V31Wx5AfoK74u)pVKfS@6I_ef(P}Q ztb~RY0a~rqb_tisD2zo(g!uZZfeQ32IpfO9s33vIX~a4sg*KBqcc4Ua!%G*8GG!Z( zT1QGdgI&vVih}mhzaN%A?1&a1$DteTdA|*@35^U$IzjyXxJ;Ebkc<()L*;E?`>H*v zm@V+pv@HX$BuZXDR21u?UJuJc>wrOh#$Zt`b~sjKdp)q|8vBdjV565nSb%K>X<2x5 z*9yF+)+AAdm2`(9_oaEUJ|%x^{%@-iex92eLL_+w%orwLid>wKI!Wq;PE+ZGG}x79 z%ETX!4fwDkN7p-I0orM^pURu}uM%+1uPW89j^VG78n+K)JCl>{2GUYc2-u5P5i>Qu z;TUm4yTwh1CD|Oj2hS4q-w(6GOK5e#Kzzw}nY-zrk>@SG6bAF+Nhiz}Ga1S9bkmJV zEZVv72;9^ME8#jkfi)Wx)&N0B1(C~NY1I;ZBSG? z`LLRSd^oO56$Zx($o$NS4>*qTx8nA#HMghB28D#|(SR=}2G5d9cIxq!-{3!vIzKKv zb%(u(h21PuPu&>$bVQnr7bu_hu)GX)w^`wJ}IYFXiWt1@JaVI%c=lZ zDQ?~9U@Lhb3IVajk#TK>Ckw_4rfy1!*pocYUwYg#9qsiCZTc7k?{^p+uP%Gjldh4= zd_uz&hQT*nt6yGj#v8aoE;~pcrV&??>Ue_sU{onKn-EpY9pg`K;e^DbBHxS5UUz#4 zhoUXH_Dr7EMFVhJ@VTP+wV>eHt91WarM87M70fx6$Jyb)+FLgbebu6zFHOm(-bI@( zkT~+A42u+$_L<+z?2=(z=$iNOGeaxR4XA59ThL8uZZ@}VR|Z@o47f0)6i)>4qGGs* z(ngLN55XKb%#fpw&~qd3nwAL5F_OY8yb{StQofsFuvr+C;9YrkmI_yUOl{c-!eQ4S z(dysofa9@qQ?83Ud~|HLsHIumBYac=h4`Ytf{MgMaV?tL>fH)fM^3@J>K%OLeNxeV z!{$<;eW`oKix126U+CAl_fUl{r;Y?yKfXq1PL(=5Gj^1uy-W*G?8^;gvJVgv#lFaH zGS|7ML_@6B5B0y0d=uZJ)gYd5@j2>hU9s45pIFrdyHe?jv@d!DxsZtayy^-{HgPRi zm&WEX+dmRFtEJR;3v8Miwu6AUj?DBrIXcG4Z!W)%8w6hG3(HE2I2G75E*zSjw3^+C zQlHSrrasH=AH-rGS5VRuN6=01dM);_yg$I^hC`-G)*mx#ZJ*)^9!M6A&Xkd^1}2 zWVa7D!*Perm59$bEjO@2vE`O0{8&Dtxq3|d^Mu4rkcmON&3rDM;%3ftT=3b_!K8_oaF_| zfqZEe4?=tl-t7~FL&!>KkI+sSEvh)iajt73TaHUS?dct{+m*bZ%M)syV^>cfCrX0v zu10+6dbDczBmD-wzA+?5f0}%{>Oj!gxC@TB-p}kAzaj&JmR^UB<#+mNoO_V2Qmlf# zRNZ+dbrXCS%xw)>HUz?FoA;(T9fSCQm$erDJz5t5Wmb>h~cN#KC3%D?Fga6$M020~9ZAv3*SP}k{T zCptzP|JzSjx~mum+byL{OWnvSzf7JA?m7Qg=Y6(zW@NnyeRUh}NmfK?oOAX_EY-=j zF1+uS(blxgoYhW~J?5&|*1WaM4D@)wWDQ1hdZxlLx3Bpu0d_y!2Y>dG6l=dixFET8 zruUB1{zGfdXgM&3vH+H&7s!fR9U1Y)Goi@G5DZfOQ1)Pi~2Qt+7|NX4FhTGzIjsUY)l;} zJbm|SwN%A%Gkdi4yrVfQax+}@An*>^8yQkq{%B_h8dZN=$U*0a-+GG%^VG2X1L0)0 zSQC*yuO^0D)4D9?9JAj#FZ~lG`^BKxwAtj~i@ypSn6aQ}$=mv~*Wh^gDb#cpK)zaT z)gtavL~>)aP@z%fK(!)Bq^NjC3{VFmWud2O308}mc^uXghg9SCnrZ*i`q?}o``!~tt+7_q4#IJcyxR=%fqO)s(sjoY_PaiVa1 z#cnxZl}~#=$^ebJ@h*zJ^PzQrYbDZ%@kXo$_`=SuJ-X&0t@AqH7Qp4Bg!f{qm3ml} zI?1DFrJ*%+?ZM{k&j&$t^;_JctApfQ73_Hws36SMUm}hM|L9Ec#ax>f0$N(tz98cM zp=D(Y{|P3YoHJuYTcLfOk7T2n*bM>7_bz-{?^sQ zI`H+ltul0>mAYg%DfeBgoc8PD#HWngGl~EJ4}*ehI2XPMmDGRt2ueruY?%+FqB`1w z+k~2JJJYT|>IF_gc%(+cofdtNUH&upGgBRLO|cl@v~q}QhkUKn&nMJ)<+=N6vQ3i#~Xg3sb{jr18;2 zHou)Tn+kVAMR3(c13u1Jdwn0&7JJ(#`JHLBYi_R4= z!*&9kT6At6XOqXctFmM4;yhrq0r+TV4@xs-Gem39s*E7_v)cxFLxk-EJn2~1XaHw{ zH6IXG=gne~t|vYF5{=LFq6m6*V>O&V_iRmyEIsVVsv~!5i_#*;I>p6?zKp+{g*f*q zupy}~igHE)yu>_A$P;;AU^hqZQ#iGU66zi!)2+$B!opWpGw8Isl8GcvXOok3TC<T|yk|}!{H@5L zRDL~A<<9fIru7wrH$Y_b5WA^qjXoBQlReq}QhZCa-akzi-HhQ@Wz}e7f~Ta@x++Hq zYOkWG*fCZWiwbV@P=S|%Di3(M?apo7>lP;|>@aTgBa27E4+fG>JF%ckEfX(11YZj-GSvT&I20;C$!BLdw z8=}90Xl-j-+Zw78RbR;m;3{LU#(6ydSUV>u;oCqfZSibaigo(2TCo(jS2`%^xSv&h z3Q~us*DE9A#e>JlP1@&8#VCU59*CmOlVHjn%U6tO8Bv=3Nh*hkpAL2x>{ZMcj-btd za5Gy$2e%lFN5ycR2NG{GeV+1?PSUe0A*CS|woKw9u?&6?tX-b&wxmeK(?`==*#X30)7XO!SpvOEK*Ba6Qm)^oS=c`OF`lw#M`oDxs$`aa@yFFEZPE`fIMSC>)_T z#R3OYyhf&8U8k`qxlP+6Iz=@f6_(PM1Zg$J_cc_>MNQrjywY`l6s99?h65)Aw@@1; zM9=OKTR}bD=Kec90Kv^V=f1fpifA+USCtq?S+QInO-$11#23`x1Hda`8dIRJ9GK8@ z%`Q}oG0huI_K2rnU%+RR#l(Gf!7sNafATB&(-sacrpjv zWmv0nMgac8n-~7{sNJR7dYU{Cuaffe;!BvDXD+02{X+U8sP`i|C`yxCR+ypQcqhy) z*q}T^Gz&aK^AKBZaVyWDNn5mrvgPJR&<7HC@YL_#s&JFkO_4Zuw}AtcX#)TCV{AiN zNf1_ri=>r#ixQBK#${FBOHIWPElFN0^$jt2k-ZpEujn);dvAPkLXuBrd zNod)oh#ddnwh)^Sl5HaoDJ~Dr9Xh~0`j{j1IF0Ey3A&t@Nx5mBF{X3KOq2ek2^n=D z;2%R79FN*Onlh_MPK&I05_vw?I6+I%*UjN4dfE{Gn{$iheX~d=*q+Sc6*nL>PFZ4ciG}>L@ZU20N1z78oLh{FPL>g&%kQN|d4=?0GWl>GY8DoUY|L z7HPsrA%K*@_l-LIAhy^@DH^`vJnqe4kciRZABCHLy^vNk_Nv`(=iyxkEQ`+*+Wbhl zT=T1~LK9k$7m&KVzNc6H3ZtOfm>=1ZMEO0%&9+kZA&Ny0@s@5VLGej4`0P)R2)YM$ zZk!p-hhw{t@%b&k0PezFGnTPSyB@oS^}_7ANp{YgC&d*%@E%23vUz89m%U^NqNCP= zG|s;at8pHF@2f2@n^)LR&9z8AkaL_``fH25^N+XGjsq^DQJL&uP~15!EZ>2q?MPbLEex1*QTjcf5BluAyPYW>w z5NmlF;UNoyr&wnTP7iLl=`~K}>n#)&?5%&Fy(m80^ zo|Z;XwzCRFfMwM%@0tS`C$os*yh0?3d|%DjCrVsm&q=+b4-#g|mG(DBN<`YlBqdOA z$jTHYWQ2l4^Ngo_Cj-+s;vTbICwhP*(27oX>2WaG;o`j7pSmwDR=Nxjx@rd@i9#vf zrTEjyMgR0p%9#>)=0rjfA?0tL>Lo8otr=)ABQ;^N>P<#&Tl7lP_d#b;!M9!LWa~;y z3*RryxYi(1=iU|AddRF-nmWXh0M}`zlf=yOHOdfGmSF*U@JU!=PslnG$P~+Sq`kLp zN^b*dY%AHCv0GkpQM7vf(dzknrJ|%(a2+SwFs<;e=GEaL7?3Md8-y83t6!4rPz8}b z(k?djO*qK`==|6ZIWFSemga$!RvvOR$yw<=q#K>8A!1XSN#UWOuI^hwbcHQFVrYrP zPpN;vAc29p-8=eTGWJyenf%7#Hz7r5BmbWL3eVeo50ki63 z#ZHXg-Lk2!A`$BKf>eR4I?2#ziOf{YU(X+aeV27lr*ZY?O0S4wNvx2S%{syJS#I$6 zl_tOAa9=3i*R{hM7+PEDj(BT@MXK;yDsX(Rgk3#Q*o)h>9bTbgRppauB4lGEXuu@a z84@U)Nt)Zf|OVJ48C7A_sKX2x}$U-o)U~baD@XbIC3H& z^0AJ6LW5kh*1O(Tj*Sn^yU7u_a(%#_3P3aPR?tb9;yK6l7=+R zehfV!!|x1=iZ!k&oU@O>iV4?kGzDWO@gz^;Z6mw4P+oT^(8%`6b#yj5tN4ExDg!N@Ot{u5K5O5;>K&$N1;QCSz z>~Vh|w?r$7=PiR;3exXuqWaNq_UaG=g1__2WOAnLCJUI#N_dGaug@EF<#`3PRfN8X zuXrfu$9G#uYTSlh%XpU{I0&&%OUml2zIi^@OvOvy$HMA!E2;_Bdl1QVsFYxVY?DMLkl~D>HUk7?2CRr%>9d3c-OAcGI&rdmwzI>%D(=D5&1iG}Jlht=dX+TckInIxBHJ3$=Q%BPr(lPFSCZ{d zWjHO0M4vi5Np#h50Tlizf!^ruJ_Rq_DgNR!tG^yK2Pz!qK9xbvvEC znh_a<>!yxw0ATVvHYdqj_rbzQjNFh<3WZy6tq~Nr)VHb6k z99T_CWK=-t*8TSRI1-NmB4-k%`;KXB~#}8rpan)QS?8StKkw(sWSWhJ%a1-a<3g zeAh&#*C7ydps?(wQuy#_*%GHfZ&PEEoDSHwET7*?MgsjtM~A00!UFG|SYz3v94_E3 zZQxfEQxL3GMylaE^=u|`>pMwb83B686<=|L7hL=)4%_q4?ca1_n%QTvQc zn{h64Oa^<#+8OpnaKFHf(&yM^9{mP^bFJVNNM`cNt$32ILLG8T2z7FyV zsHrU`{%l-)Oy&ZfH0-^Ayuw*BoLzVX2{lE(>phu?WBJ%)(>UjQQK(zsUn3MH3@75Y zS-q?1h=cc-S1Lh>NP!mSNGNw-p#`XuJ5JIz^lW+Uu0G;n4fmiSKoS-%45$r^>9=I` z-yB46$C8RsI9P6px1)HPtfZ`~dBrO)g=9(Qupvg@>=TI11N=rdQ$0yV06YP+@lz3 zTv65ixgox2{c9+8aDEXxndH%5V`&A%5T?__(Da;f;#{^=G107>@&^nr<3uZ6%ge4H zJ%EaBar4Ep@U**(+h!yj6)WbY>mbXq~ z+j*h`hYa@HA^I5CYgc5sYh{>Jfd14D^g!XEw4J#F+nDLMnRPLwr!Wp}kBTO{b{~uj z>_`NTCKKl&bD1j&tOz#={uP7y7Hvee zkIrSJBUjNAb>H9@b`JF-Lwa<#3j7pIJWOu;Wu(?Sy;L=LnjdhjLll|*`DQA^#P{}R zRLDrZZeFS^cee0@gs4L{X6tXi?H%45`O5z}<5`^c?+>LDuLM!+2yXl++2!drXqo;B zF4#d%u539Dg&K${0A6o!59N6nI2Q^3DQBbyV7ct$LEyOW9 zS$Ax+g-F3aAC6=qL+wi7l}aCQMR$2p^*yxOmqpZ{qfc1ZE5hT}IBHOc5QD9V3U&Qs zT3H}<^iaWSe1`N{AU5*)UDNqjJCUX7Y`Ty(hyo9)t*Us?+36nbutT8l8JuIBq@Q3T z%hFHuQ#8ytQxjOy5}ydoO0dzoT>?NxNGua*i-ARX;BH!2TnKU`SQ18?g`OpyK2Yam zRKh{Gf3?IuRXq|^6{|{-*{oL#oMSY+;`N+VYS)!yY~^#}r2Vqfr*>9A2YRWuT%Z=?8TPH%flwwoL_C(|#> z+o~t^C-LaLW9mJQP(NlH&IB4xUiOf7davB@Gw3hIrmvHy1Gmsih|`~z)0Bv@MmaYi zd1raHqcd71<5GZbeXA)5&jo7GpBixv#oj;42eS@1*sg=0<0dn6>o|uj$u%?GZR9Kq zA^t1ERv%6t16?|ptMM2+!sbQRO#B$}Sd_W^=c81Lnmjl$btoMv8&4=Cg&|yN+ha^u zSxAZRYgvaN-jSr>k@-IBBA<1`k=Bj#bqq8IzK16#QyTe9e~rF@nJ;2ShpCqleZn;y z6RtkLFQ83TN80TK9*>E3Yn(oOz{c7!9QpHa!18g^F)(AzEomKDpva`Xa!W(Ak15T=sOQnd)EOtN&EjtAWgN zfHXxgjEn$msAzJAm5#n=V0q^LOBO#A?8p#vgWIbg%t|0e&)~mzA`M&c1u&8s`(PSS zi~Q`Rb5s#O$jo;V->^>Cu@%{$h|>eftF__i%)KfEGsIrVYETNsZD?G_lp6*i{Fban z{1+Ly{#Q(ovY;4yE=#%38qn*n+og*TAiWv;nxU2^lXFf3qJDi>!@N^f&cVOT5TNpP zeRZsP$Y@@f!h|!?By{957@`d0QtQ9>%9|DE4?d9M1DR2!quwwKSEBy1JQs9p88?_o3`T^V8?P1MYz|X$JEy z=C75!JVfyC#}9q8W2<{^jFQfAd@s|n*x<#>+WI?M{6oWvqMi=H^|`J}SZ$1m-0z_s zfLH#J>L&E*7^O_MY-3tNjxJV%l7UKQ+xEBJ2r36W##2swR@7H2E zGI%n-5u{=?QM!}tWS;Q|ajz-z_}nO{$g_%-+KKXi0k2KhuoKLHma6whc=0w@@(QgD z&6$xcSsS$EQvROhc9BNBs+))%2r|zSH-pX?%a;U6XgaDb!ydisAi-P342 z__}A0Ae}n~^_>LS0~};0$6}ja%BIiD7EP_Qnpu zQz)vF{7*2`6VJLD)S`;cnA*p(nUCr-mp1)>?(^~qxV)|{#BJ}q$B3^_zSl$j>aI5e zU%+c9VnxFOPpk%c+cTvt%h!nIC{e)htBN1F=4z;c(Hh=)F85M!X z^k7nygrNC;(2VJW+ZORlhXp)QkmfpyJTX0MVL~nVS|AH7Ajdw&Rm8+5&)Wgf6Q^&- zv9 z?tWdils8>p`4~<5nc?)bh6$o&{Sd{YUoy2uj&bFIW*nFRRCD7qk;R zI>nID!<_HTZjQd)l`Ea9t1bW^#jYMB+H+6At8PL*=S*JW4UOH+i73{s7z_Ui6yunh z)T##mbcGGi!3jZLAwbt0U%7_A4t|HCtW=6#zNl0!D_;VK9|DCqG*s8x$;O5d=^@PC zW=8q8H6(qbDq25+I zxy?DqEx($+!0l0pTotvLnT1eUaiik8;2kghi>MxOfFU3h)3=Sl$DK~}gEP@^3*3_i z6{#!fHx@CYBWE;6Uu&qUd6+4&!N~ZRdU!-F+C0o&t4mglQ^TKycUm4l8P|`x2gZFW z0FcC)umhWq6~%~tK%BpCZkmv?NQ?$>Nc0aYDF2C=!_I*=3Oim%>Nso@70Wcn9wZ|g zBXEOj%REOU-(x^Pdne^ILd z{<6bdnV1wWr;~xz+?G-;dtX65`m01-02C+fM4UJsBLU62%h=O$sk@f>!MY&IkjwRC zv_f1I8Y%^!qjRbN?UzHxrFv28ESG9l!aqcRBVmQX5y)NYP(naGAhvreZkJLO^sGQ| zR^zkwp-|b`&UjZpgoPOnqV&GU?CxQ};U-cmz$#b#nVB5*G% z;#To7t6NG8&WF4Ty?U<=M2c3lpFIh%(V$>XOR@z{>Hdh>#tO6}ORmn1x(@1nE7yys zjq2*;5s=_X&(MMgJFzJx9S>7v<2e}q zBOlMs#Q1;m@Js}3oDBb&j%R1#DXeFTeBY^p>t$9}G5g6v)UIyR+g6Je9BqSzhsfZ#1-N0by zAQmVIDM^TXj~kyGpOuc~7T=$&h8ez#H8XxQUaKz-4c0h_#_}F=6%hdu1r0QV0>esr zA{t^q1T+-l{apoNK|ym2q&tw{&~YG|JOqEpMPvdZC zIOH)pI>5Bu`-ir7$HXNV83{YkOb} z;D+KDBfG8@0qzhNZDxF{YW|K&HE$Lr+=<5OY?xf%gO%SUboQ|BpkT7`TNY?**Gru5 z`n~fOq0+gn+aEa@zfR0?Q1E6~O9SutjdlE7C9p%%)TLc>_wVvS(g{$~YyG!-HU!ny zqWL5+8&b~ZtU0-vneTXMk}-vBxAf8N@qlj*bY)z8H`A^F%UiYd^aidL6%Fud;G>c0 zhoq}z$sOXfU^-V5az{2IJCWpNbK);WSaN1gl_qda!O>?yr^TPWXpw@)@W$Qb^6Q7Jk2`Y9 zR?jZJLh5Ye36Yqf;G}>jp}rYu_grssH8y>BeK+!dS0|%g7A->CWO05{ZsZV117~xkZr2<0~!Ox&s?)Q4YV*TimW)u_Iq5HM#Gw4iOo1M~4CtpI=Q8&)?Ob zszHbeIDM}zX3sUedFWIFo?#j!@f^&mmT~%n;~P8K7+4rSYEu@padSADrw#aRa4_>F z=BDB5$mt8%bG2q(HX!3#QCYjm=fn<1V_SIh7?T}7`ry%M$2ZfiOQf=WXywywG&zF` z)1a71-O(VR56TqMIt0nTlVa-?b?eEZeU%n8ww1uT&P{|WsofWRPDnSE{%VOc?z%y3 zQ&pgk6;FXYjyc5ER|`GoZ3q;MVI?-duTIQM=O>G^mBY!wcCn_VyS^T%Khmt&SW0{o zy8aaY_U{&KyJ2jRWRtBC16B^W zz^-5#K7l!PNx^_EWT0dwh{M^$MGp4E& zM_~^5R-=B^T462u8B?3RsZ?zE$POZAr1L#Vb9*@By>Cb20+!$1=c~*GiNib6!9c>< z!?5J%xP9S(*Wf0L<&bR8m!)mYNTmdSW5^E}?w@ho5;11BZUAP2X?;c+>b&cv+a)L` z$r}_e1Yc3dTI0Yldu9(HZO6rhOOmB|TU-}U9CvF*a0m9xGT%ghQEY!v*FMmsOzj+-{7X|HU;SDUQMv{s)1ZV7&S?98= zHbQr+xB0{_xdI3?s}RngEW50F?^IUgRqi0%mL?tY*yX#GgW18QAM?>8MRb=88TVD)=u3>*At)KTiadhd{V9d?G zMN?kLxqeonJCex`Y3h5C3a(S zF+m@WBa!Ar#RT{)#eVu0!(;FwBECxVP%__F+cf=>CsM`}R4eVF1lBbB-ughg+}_U!L1@XNym&5DClcEnuq;;Z`vQ?RN2vp#YT8# z6C%r=wBzwTvf1Of-6p>Awkn&Y)O1`U=p~A+jCM}MNKo|rZwfh?2~k&P*=|W4_SXv~ zyM;?kM}ihF)mVvTliXxji7%7yPkGuqjVH1^PYyfNuJ;Af7)Q{OOWN3ta8DbJ}sk$Nf#PrH(kyp3X&QDC)bvLNm2#h6v4~?Gi=i?2C8r zM(+n0#`xHD&lVoLY|_COWr35&ed&@16dM_55+#^MzgXl@}aq;Hk@~FNZHb@T{OpzV@+` zS$OsT9URP^Buj@Ff(C|aqdYwA3z&Dp0dT7_+NE)-y1zI8np7M4nwiq;ou|LYkqDe{ zsUrfnPxF2v6$_`PYZbs^txF*iagR!uyukQ%L_bXp|N2lxlLgI29&$W)=0tD9=sIQd zGw4S^81ue{&jJXy;$v)Pvw3R@x&V2C6Pc*%GtF+7iqp3odlagR#xj=`&0kplq?F9V zU3tHRl0kR%BV^AG56*Oxdm94QtYU}2t^5t#HrXypXpM=ZM{U;!KP*`)(!_UP^=`Ne5FVdqWQ#m#4AQRmJa=$-wq|Tfb91F%S9PJi%jfor+7A<7{49 ziYjp;!ZL+)E*pVHJ6pO)M6dHQ^u z-T|Eh!D!abWIvI>M?oEvjR}#9J%h_K?Ak~20d-{GZt(@SK5v4&YCzOTsKeZ2H)DmO zK31$6t>P`0tIS_&xitY3Cw;L#i$j*pkG65z*ZioIV+y&GCuySGTB~iOJ+ysyXrftY56$E>5087^cX~2=A+*K3!3@jJxE9^?+0X^#1BlgJ;eC=l(5;NK^%U1OH3j{n#2B5B?jqTUfXlwwk@>o<-fn3OKx33p znNbnI0~{?K!Nij>D0>U}e;T_Apg5Xt8{8qd1z6l|S=@rlqQPAkcb6c+-9m6lkl+wJ zcyM?dIUG);F7#q-MMH%Z*ds_hosFO2(=J z0yWL!SUxvbYUE?hf4qCx`Gt4vSHN}%F#&8Agt%S|p5`P%39euByOBtxYZC5p$+GSa z{97noXTNt+3i4LdU^Y$n51rLl0-)8`r|5=F8G5n!;XxeK>zzoLjh-sGd6?4S-s>J8L3)x}k`H$EO{SaP_#( z+_|dc#tkt_!ofJ~&VmpxZS#{Tmb9>u+uvf{t-A$nE;s4m?+a8q?=rw-~5r>uX_My$T64lhow$O0}tqt9+lo>lKzVF z8`-GwR=xv=A2E*3B}AyjGa#{=W3{MPDuJIcIB`QtUCg;*W8=O(nelV@CvGz{Rc^TO zy_z);@5X(OwSLfG|4IcBf!oQNE41OvL5<3jljv zS^77&Hcwv3Vt7MIIj~37nCjg-oTLUCFJtgH)^CEWl`0!Tw3q5j1LNY(Tmv|EV*Je9 zwE^#=@Crsj0cWEz>c-2u)h8qQkk3VyvOBW-)BLH>KuD_u7%HjsX@bDxuagLQ^bI@4 z4ej|>GhS<(wK|yDp)eq2SSbYv*A98#9wQL?gs4;4gf?cl0R%3G-qE-455r zg(zOmxBsmtD(#hDzOaVNXb@k7k021z;If~m;!usd6^%#e>`&oGVo=CK#$5|Q>tIc) zhv&}N4)Q;|HgXP_J@pNj_pWI61`831ltgJ=VriOxJT%NpjBBL%xIYNK{6w{|B^bZ? zf->s`V|UWeQ39ZU93X1mjs282REOAoIuX}$LE`8a4 zbyRLj(uIffQU% zc{7CZFjOiriSk6b$8LF)Wn(c_ z_WXw<^^|}z(J2MF(Y3Fu7N^M%-)oKo*ko{=km8#ZW?8GKz#%v#9ov`K#_po~1~&m2 zZk??o!11haVdx~J6{|sVIgI%7>JNqk>+F+7o5LmNit=%)ujZq-AEx9dfU1E3Py z<-)L7+HssL9KZh5IENeN>z{2CN}3hcxU??}oM(AY^1oCHArw@97`yXCCyB1UTJ=re zDOUyTJVasGQcPY$@0tsN%mg`%7*JF;9JIv&O`FYRLcKmWm|ml zdlR1Ju-I8{EkaQ%em64hEP5S7s{-x_c?XvhQEfA*I<5pxkT06ZKJ6%JNo&v*Ayu9EXr_6=g3!1mv6od4nd=}0EPEz;G@9>?jQ0g`-)M4=mSS84Z6tCB&6(Qh z+~N&bzps{6dh~4eb!wkHYxx6Ti~bx7{oeaffkU6ISvZLI1~2~6=p!-Pezl^Ycn2mC zyOsX0HoXe2yyX|V_y)5_kJ*aN(7Y7oM!7xyh<);3B9R*+F15oJiY53v`T~bhAfwg; zgL3EWv9-YRhVyO0A_!p$0PTUU=*>Om}_SUHE80sA_^?S2ZNXHI;gnh)z5; z5c?>$vPdpQ+|QyW`ETs#s8h%JU--N%e~nB-A+4PC_uHz4Ebkq%tWdd|)yH)F?S&bd zT}Vws9hjSubjJUxDa%!t4@#cTDX?uBH5mIfg(7c7Jw*hu@HN{NYvYM2t0ac#9szOC zS-XR_J$BZ)e%Q?&e4a|u(mJeu&$~>I%j`B_O22l?*M>U9(VqS6vHj^#ZwV+UD#N)K zvglp!@c7oOSY`oZwunHFp&}27>45yZzNej-UiHHZ(F`K?Ee&+X!2~*;h{bIlpgH-O zIr4l0?4EH3|BY>BD&r&xGD=P_v~#TZS8!01qUQcV63zm$zvpcbXs z=xn7ULue4JD6HAGcl(?py0D&a`T?gzm{~mGk1_ggXrO7R4cwU(MT7{+9i#@6R38 z>-ZEAGeY>>Djm}QCv-UXkB%L_`v#9z*M=o1xXp^U)NKvf%S2JJ@VvX+7OkeaFOgG( z{|u6NRz_U!?QwNa_i+>3CnW-1?99nO=eqyX*M0nimyjIVrDDJku&-bIYd!A1St&FFaZjLS#a*we{Ucr{ReSl65SP*# za*EGSXxV%8(qWg9kpKtdG7xjT<$_JVSZ5rR$n^Adj88)3Ezh4#Bf=r5vv!;a^`K&4 zkiVDFUnmv@!nUQ`5FDy(-L#+l{Hp09f|mu)aN2~u=pshbqE(!5+x_Q`7Yeh`>@%c?0mxnrmc6Wkmn46xAu?654I6Ryf(wj)kE|=obMw8#0pc+YU|^GYM;2SprCvHllkREq;G?tmo&FY1!F8+Y$H7A4kjhpqSoJEs zKPOfgRu;W^t-M-iAtIHNVFm2@yd6_5jV}v9$<<*m?kf43{<9hz)rls*HuPJsKSoAA?puVzl|I(*BLHWQT){t-2kG==3q-m4REa*Lw z!jyxS+K%yKhq4g1#>gEw+KwzjGwb>{$E=T854EbfrPx9vL7++6MATo5rb?;zMdZ=* zsP@dB!7Q4b)5=vXvdNITsqtZjgs+|yc|r)b0t;mF>ZNI&R8`a3#B|TSSd2L<>z`B= z-Xn}ct|euz7QMm1u#-bMyxQyA;hEhHas2=l>ILnuWf{EjcX;hO{y&!TZ{0Sn9-024 zUPMbd_Rzo&6^ zS8)#{<@sM_PWG2#@lulzENVro1U#g9*Wa-*;T$u{83o`mm4ZE zuV(R92xVuabIoN!-h<+oiE+yC79;y^D@)3&tDvKI?OME81TlcPzg6X?{MQWT`$0x4 zZcxb^y;0Sq<%RQP$1IcZSa1oYm&qB9UO;zvAb)x;sa1a(V{1?HdBy11m|h1Ya=^jlNC+o_Hrk^iYjB(b2vHdXg(lE+x<<)WtvnU-^B zSwCj^_)FHea;IOWJ>WG~Cp zh<*SE{7R|FCdmSJ5(Dtu7PjvuN9aefN9u=YOv%YAqTakB{KeB)`xpG}|ITlw=H_ha zX#pc*nOrQbG$Fd|+#Db-4j?x(I;VuEhmErv6Eml#t%m~yw%719w}V)Cz)DgulGX!u zP00*a1>kM#VFR%7b%D6KL9CcL!4O|>XE#fCCfGgx)6mx0Ng77-0+^(QfLt)8dqHk~ zZf+1a2*}C>WaQ#vgxM)OTmCx}O*bhoEz+Y0Btw$a*?Bn438{{o{b9 z4QyEiw*8kQYyfSDn>(y&01pSOFnD|l!}khNE=+fQu0B8oi5Wf%XV1Pa)yP?_B10R1#JxIh~+*e>1jEE z#DH|w!+n^^|DBfhN`jkSH&{-A$iY;x_AP}*mW*RY9h={POe@=Q&5P5rz13ygw> z1PZK_Mt-GGLI!y&I$c@{o)`s`lYwBxDf?hfp?=Jv*lC{7qxYFer(|&rn^8P<2zjNY z(=Hy2zza$H^Gu{f_@UZO^P~v9w`Mt}M6IZI{RMCMDWZVtJSE?TBNOV!%24|d&`mL; zJk*gQ@)Rz5?eB2D`eM9(!qL2cb8|Nog6Q8}Z2BuGm{Gu17;l{d6$L*8XH&!+S(=mx zDP&tWHH!YJ{LO?fQGD>rCm9S*JT=eFRK%o?L<%l?S<{H_sA)Kr;KH|RX77l;F5A3= z`_+re#AGug!0?A4E`@+B3;u?iix18|CpGtt4+aj*Q046=wi^`a;yqBU1hyrffRw7Dss)AjRnJ}zQ+9C zlj&*`ei%_f>V>NfhhnRs5X7YTS@@p6G5^stL&yQ%7r`bK>JJQ4eHskOTNlAyh%t&R1e zW7=|=)9-gXiWDFFeR`m;PF&4k(7DMIRslG|@kbZ${?cY;TyoR=4cG_Q{ZWhQ-9CUc z230}A*1#sGQlD_f=g(~_JL3An)#!97yeEXZd1*DtS3dCW4n=v61Ov(4-ba`ur|J-i zM<7G;*I0X3I=o1suRIZ^g_#*tWC}b8lf4f3N(=~*U)=!9n!v)Y($@*O9?uU6EWZH; z5sgeoY&=DRqm?XNf_>%p^>CumXLMLJfcf(VW3DZf=^1)@rU_ukn7WxZCpXHz-=}-d zbl&~bL)z8x zd7rad9AaMuhlL{3tgBHEW!VI#>`K1MS81 zULtDF{V`m*FnYem$38jGmkt@H*wLVrya(Jb@MKyQBgrm=Y(NF0KEgdKEOb5q{cZ~9 z1^x&~U&FZ^0YNDcr%~@JuWSu!+jvsn!>cAtIsm)=1`@vE@SY_>GMCGv>SET*}n zyzl12D?n649u_@|j44)xzUY^4ckq^SGZaVd&OG4cvjC8uv^xbedXpaABtP6qviuPdK|MK8 z%K#{y?GL<0Bn56~XGH#zkr;KHo zT?z_N<<%gv{|q`f3ih%u!lAA6F%c=WU-!KeN@$BC&l z3xuap;rfaIN4AuP?Ena%wFgQoAsUUoOuCA6i*BxD_OIQA_a^y*7M{Ua5^SgIh&MA=CmJCzi>Tl$Np_n;AKv3l25mi9*~BZ$AjZpD^)} znC-ANRlhURDmuEyX&{->kWB0Q9i`G(wj2q;5&1jE9gk8J{$GY+MSINBbZ0y+OHv!T z%}9CL!io0eo~UngZJ!)DP~ussRP?F1Lf|bG(+R;srX}VD9CyohbFp7&#)Rq9)CQ(Y&PfL7@r3wp_3u6RWS3E4RYiboa>HzrG5brFn;cr zS}2*Nq%3Gd6}@fUIe@$#kr{{f&K}G)(biu6IKqDDDCw<`7?zHt(%BmqH;pro3>s2O zl6XJh=^awyXz($S3d;XPA--=EIN{&UPZk&PF0rlcDI~qUz2%Qe%{_hB_V4z|*KLHr z-pG%Aa=j^u_av&fD0`4Eiujt{;u{I&KtjfkBdo@2@ptT9I~#Z6qr*1BzW!4v+nvO{KjB)6jr=j2*fYWVZMF_=O#}X%_mg*zcs1NbipdRH z`?2%Rv70Y{r17L&a=6-5aGV|~8dm8+-ixK@Ie~Gk%3q_6&K0BRj=&6fM?xp^87r5?vL%OE2 zP=o4gq|6QVO&hFcgk;w1* zZ&*y3y_I`?Eyz~?IA?ZiAl9RhX=<6*RC-`e)U5+QVp! zg4n)iFy{MY!Qs{Ysi~T_vQAG7!QJr>{?<)(@avrd;XlUUC(?|ZpU|jS z;SSf%8j8f>I2|Pn?jTm{`G0r(=+&D#CHCBrZTV&}`An33>~szw(j26pS01{A>^H6(y8HJ# z+uuN^vrhN3R#>k?_KUfAs*##=DzvjJjCF~LJvhTNuawv7wr;v`w?`}HLLTyHij zvnx!-PB2Dxc1ki<4Da3C94m0ZaB>yLhT@&$*VY==_c)we?4)7obKiZyr$lq1%$$$J zvma@#sM$L^s*s|F##~i7oO3*Ww zr&LyVj%aGgQUp45vY07tIA&JVd?VM9yHhS))^wS`YRqV7!lrS!KeIprkF;Uo=eSCf zBBsN>x}WSS)3H2YP)}g=r1kpUgnjYH;-ka#dcQx1V)c}H(!$0O$&H#abfbu^F(f|VyDOmx2X)Y;QNq#9VK1qH) zK3Qp?grF>sv>*=`4-cP&7~tQVz*BmM zyc?$^OY_^kG}s*V2TYEvl05)PIF`ua5#+_!)ESoPlQ8a_=gWUE<~u&-*Ugq8dEd`8 zT!2&qM-s-JN&n=CN~88kR3OBtREn@bEtCYa7q!of;D#Cw#RYZntz|8F{sPK#QW%&d z676R&fl`lPkr_H!(kEMiP|}QWjf_xV-C&s^N$fOJQZE1w>kk(Hle<9sx@Mf3kdwz( z$>R?XgB46#XYGnJr)@fVex0|=Nv-+D*)zXC|4x&9nztuc*+kEp3gI(kO{IM4tTb*k j=|v=^{=e_h-NVey!w0sUfX)r#732q@)6>hS%A)@VkzZ?3 literal 0 HcmV?d00001 diff --git a/mp1/template.tex b/mp1/template.tex new file mode 100644 index 0000000..f9d9c67 --- /dev/null +++ b/mp1/template.tex @@ -0,0 +1,31 @@ +\documentclass[unicode,11pt,a4paper,oneside,numbers=endperiod,openany]{scrartcl} + +\input{assignment.sty} +\begin{document} + + +\setassignment +\setduedate{Thursday, 8 October 2020, 12:00 AM} + +\serieheader{Numerical Computing}{2020}{Student: Claudio Maggioni}{Discussed with: --}{Solution for Project 1}{} +\newline + +\assignmentpolicy +The purpose of this assignment\footnote{This document is originally based on a SIAM book chapter from \textsl{Numerical Computing with Matlab} from Clever B. Moler.} is to learn the importance of numerical linear algebra algorithms to solve fundamental linear algebra problems that occur in search engines. + + + +\section{Page-Rank Algorithm } + +\subsection{Theory [20 points]} + +\subsection{Other webgraphs [10 points]} + +\subsection{Connectivity matrix and subcliques [10 points]} + +\subsection{Connectivity matrix and disjoint subgraphs [10 points]} + +\subsection{PageRanks by solving a sparse linear system [50 points]} + + +\end{document} diff --git a/mp1/usi_inf.pdf b/mp1/usi_inf.pdf new file mode 100644 index 0000000000000000000000000000000000000000..b89da51e65359ae5afbaa96a79ad018fb0c2b8f7 GIT binary patch literal 34678 zcmbrl2RK~a)&M+eLXhY|qLUzqE^2h68!e0yWiXggM<-SEVDuin6K%AJBzh2x7A=YB zHBl1;{~3An-uHgrz2E;o&wq|{W}UUy-mC7t*V$*|(oDoBKY`p-ORS=B0 z%_@1`JRpvso`E!{lMv%Ib;+Wx1fZ_SCErRr1 zTxC~MeNvq1{-XTLh&Uo#n<7Gg%!<#R0={7tG=%wj;WP$Z0tT%4S3QZpr~u3S z%Og0G{1NcCNB%Mzsh|PM#_QaV=M9kx>R2NHrvi2)6;y@0c)>gXhY2bx87jkUUF~2v zubIH@00jYcNCnkla0f@gEqBCl&UA70FmSWBg|Q0Z^aRYM2>0^TgLx>qBHUb&IR8nK z3jSrEJLeRDgnwy$_VMfs=!%9aSQUha2Lh=BC+KVwB&p}<>gDR`=<3EQB5)fdsR-64 zBm|uw=P=hfcxCi@)MN~(hH&*ENy^4g#o)6!&|MW@xIGA@tqtM@XfA^ALg64>O`vfQ z<9RLo7x;fL_zzzY{DJXq;7ZTFQu>0Gl&th1x~gC;m2;se9j)EmT=0QX1k%ex4WeLr z&(w_d!VJ(lJ?Jt>0Cd^f*3(TvPfrWi0uoRe_xtb1!T7lZpb>stTmN46|N2B^2lKQA zsNMjVpPi>I0#HW=1iG+d>*nDF0+Db6cn%*gHyjMu4@Bc^2vGuHbHD&(f7J!hAQm+k z66OK7WmWUA_G4AEMj)(Ng$0CJf&O9-cli%e<0}3CIS?)=oZPsB1-QsOoeeaBUjab= zr*_uLI9L*ZYizAm4E}=Gyy3<=0DKn&!e@8$QiK4o1_0ZjoQ)I!_!a<{+k2=Q0k9kZ ze{@8t<6uz`h=9)D(a;2dnE_Y>X``bHz)}G0XzQtD2EaD~IM)#d#`y`b8NqwF7uXPh z0e%Eq9& zkd4^T9Gw*?_Vb0AibCkPJmK8GAY)*u9Mu>um@0xmUx3JF{u0EH*W z8NfRL@Z#U)xMy4qTpc%{#1&)@P`Uv1{$N=_c0m2#^>A&t0vGNH*Y3)ByS9Jv69D)r zF&BVPK)EAm11NU{AZ^f>bBr$_9|Cw*0w(fQHDw?BfYY^9zvM`LEjlvgSF*SVq)M zH@Bqc`e4h#bBS@fvp)8)g4+(peE&bZ_AhV!;m-eWe$)MDT%1RW-T#UUfEN*#Xo%<& z(I|)&_+20xBU%BVX`&h6ocvoJy??|5&i1&-fdh9qpyQti_#Iic=NOzXT!0hjm;Wv2 zzkK$)o&V7S9>F1aRRz3p@9#8o=Kg@P{X0Z4?lvxY*zaBIcjI`_1Ja zJ)k@A)m0Gdc+{I-5Nr9Brk-;y=hhx0Y&0Js>khO>#xlCOSr!H!!`%K=it__3ROdhk z^!V28m$x@==ie^By?gu9zbI}`+}^xBb~^_sStp1ms3&M8Xd-AP=m)U^Pt62x37XEK za)MXDS^amte~<9r{pjB#92al4e?>G-N3XwP>YuUy4-L=l^~YK``ahm>`m3k@Gxl)y z{b$7BJof)hqJMhy-$#Vs-Z}4e6dV*n6c;FXDa0rgDDWuQfK!;_E&y>*uv2JJ&;zCF z6gMc8DVYAY$L~IllLOb^aS`@sT=>^0W(t)4i3FT}jzAoEoR3-7f9d-_b!7cFEpa0n z{GYuFj~wWkzd8LL6aMi0W7qQt`L~{B1aN|bd;mE-0K4LPI}#X6SpSU%HxlDUAs{00 zpyxjP4?Tg9nNWxj42(>=AXY*JLNUU-f5EuXN(MM_W7Y4`o1ah~D3v2rCX~dDWB=3u zX#Kana3k7(mj0hT14b-Ge1lkp_{MqL=h_h~6RQ)ef>?=#aCl-tVhsSkgQM~SQc_^P z0V%n<`FWhDh6+HI17igvZ3S+z3f~q2W;a~Ugrfn0cJ-hTwAc9K-bOdY!`~;E&N(8zDW(4*G9t6Pz5d=vDxdfHK7|=~HLhyxPgW!;mn2?%~ zm5?9sqB@}wp)H|1VK8A7VH#mEA%?JnaD;G<@H^ot5joK{B0eH1A~4ZCA_pQLqGv=& zM1@54M4iA0y-0LGOiWA%_(uZpn<=pqaR6}?aVBvU@f+e{;(6lz3l}ahT;RJPdqMYt z^#!jB&n~21D8JBl0efNb!q1DBF0xz{zNmW9>>~2wQiuIM?E9qC7 zu1s9nr=+G7qSU2CP)1RfQub1=P+g$nrc$A@qk2k}N7YU>PfbA0L9Ik>OZ|j8pSqKJ zk%pM&1`U|Ti6)Y!g60FwcUmf1QCeeKU)prqR@yIg1a#bVU^*AN7`hs|ak?Y=>+}lr zF#2%%N_s5)kE={q?_PynjksEMb?oX911p0HgEK=MLj%JsBOxO%qdub#V-{m4;|3EA zlQfepQv_2D)6_NmYrNMW*8;BPUF*NLf1UZd+I6?_!aoQ z`OEm{1n2~`1Re`C2y6**3YrPV33dyf-WI#<0?cmHLR3N;LXU--g?5B_g>8k?g-1om zMN~x|h%}09i}H!WM6*OcicyPci-n546FU)?5cd$T6knC#l(;XEAu%CIBdI4DCE0U_ z=#Ju@2X|iGIg}EY@{+2N`X9;ZG5z7Dnpmw>-(NN5CUbZC-k8fd0ze%0dD^3ZD5 z#@E)+j@O>i;nG3sH0XkK!MgFfvwAo5-1S=YiS_mL)Ag4iLXbd6w*j?*l|iY&fuW*d zjN!D=O(T@iJLAj7=Efz)KTMQO&?aB*3Em63*JsLT3O8*uyI^K)R%o^lRe>f#7tO`Y zpP7$a+_3Pq=(S|Dbg^u;x@=`_RePW4zRCU4`@gJpt#hsSZNN4eHs5WPY?E!*?e5wo z*sa23VQAR0y{tXje#Jr7A>LutQQk4haRaUdPlInesXJvm{czTGE^$FvTtwVQ zG$E;w&d3f|W>;U=VK+XvXKr8IrQ8$Uzk6tU6nf%$T6i{k(Eu-){ivI$5Y(KvoOinS zPak8ST3%TZZNR%gw!lY$b3qD0Il*|rHo@;6a6EYWVDX{a z!{SGzkDMP3Jih%H{dn(*$&==%*PlLoIv=7IQud7Ena8tdv5>yLyUM#RxEKWGIl&pKCT!|iS|d&$7{!95?B)= z67~|U5_^+Gld_XZlTpcEQnXSUQ#n&(Q-7s7rj4a5rdMTL%Lvc-k!hES&AOXanSDJw zGW+NS{Kdx{wH!vgk`Oq`0F*qNJqsT4_uf zei^E4wcNaXs6x4-v68g8JX{p#@=&6;<$lC_m}Ty+`s)b$Y8@D$bZynywzq5Kb z-F~lqv_rq+L#JkEPnT*}d$&S&TaRqdt6r(zruUNX8~ViiF#Tfv^#fu9^&iAPUX`^I#}hR2P@KTeoWeEDeiab?nFa(l{q>UjDgkiM0zJ#Ra|zTmm=Yw_t4`BKs{%W}zz@XD)I)zzUj z=-T4C+xqdwvrWp)jIEnnb>HrO>;Hc5`{K68_SsIEYuJJlu@{_#+@DBmj;JL_~zd z7cY=pym;Z_MG{i-OC+RZq!%wgzM8p>^ zQc|&zPz%w}US+?dpl@XCT_z9Ffk{5Uc9YzlM{$5kG*dkO;G5loP+TiNY3Evj;ZXOlg$d-%6Je*wfIerF&O zfd{2_r=(Beg;qCoNPm#Ve@BpX{7*{Y{r)xxuQxDfvq&vVV?Z|GiPlfMOTe1J|2Txw z2Y-S+PYiB+H{{S3K9q7ZX*A4!;;6&=Kj?rp1H6YI3eCmK2q~EzWBB?EqeDBZDeE<) zTHnx}Ym{-xY&{gsDjJz|1ynR8+h6+=@@|$l??C34%==^GWycz_tv@~lfi6ErDUu6k zY`l*e=lMQ89esG28jlel)*z>}hHykBNKRqro!CW7ZZt8lSjWYT{t@KA>wbaQ zPNn~1Phac;u-w7McvQ=6xsJ)5HB6Nty#}GxcJiR*OhC`7yix0HqGbN{%<^}O?3c>q ztRtEC`8>9I$M@STWg9|-^Pfs(o^UOl+L%}$*tOd$`%vvtyhy?h1)#AoK%5snLFaY< zvnd!)Mz|JH6U}B~Bgk>*+EP(Qa%9*nBf&Su)ThbpQU&qw(<;h1hUiD+etSWd4X{<$ zwQwJcx8h$cZb%uIjE$X@>k=! z>&OLmHs|)k8Tn z921)jE>Tr^xl+-$)!UNgS7x@EZ>}S9I!3eh#5GM0t&r9JD%+rNBq05@$o!kF2tA$;yr!p8TW1HUhTg;XY>ZRjJ+`e9zMb=A)i?X!DnZ874v0s?*XrzOv8!T9Ar( zuG>u$kg<~Jy!Ax8oN}XB*r^<|&GG{4^w~Y!!Q2nFgy1qa7F#y=h;tZcdR`)S(-R!8 zp?8dYf!$hA)__1PUiEapP1qslxVX}_SU$3ruw3fBnD(ogQ|f6){_?eZpNEr?Yg~*F zRoLn^_`0Axz=?nxWHgM9X%<0%tu4n+4x!d1zF6Ek!TG?OOVZFny zY&;>9hEixksQO}6G2vbP*h*T4q|@Nx6rjW44l?`QQ!4W_kYVpH+KVGvuXQqLw`gyC znW7FON9+}UmUt$!Qftv}J7a+GpR^b~2*6|=)_pV1^$C|wPC4N3_8cw>o-v70+As07 z`f)35(QqwMXT8*j(_OF(Y49|QtE@jEd56tc-+ywwp};8K3zDc2VF$6NRj4e8m$TC_ zq3itBy^FM>gMFR|UbiqzkD5FKIe$9$XcmENXnJrw; zxI>A&U{MPWEl-q+egNIqc$}oJJgWI^T%(k6Z|}K{E;PKM8kfM{glRF_Ug2<@7m9%HN&vv`e42tE=Z0Bn5U9{ zMuAe?p|kfQ_#p6Wy=^Pqv~jZ5tbx9Mt)YLbjf#DN=q6{$HOD)*q^8mr@=U^XTqjTT z6V}_z`LJ2S^>&k9r7D~5#-&u&QtkWrQ(1+2iO9Ma1JKkmM9k2wt*n|o^ZNV^7|O78 zFYy!Yy1kfAp3W04ZkNV+yMj0lPkkz_gC(vA)Cgj19XYaUbcE6ffa_O^!o%DE*fhPbOIYd^>-9`*^C@Legn=-Z!W*b8<{vV*45Qzjjgad5-#&_ypW zl11cSeEvZx=##dnGrL0SE|-f+lfMf6P*w}CRE`hds4!VT@Vh5UiA1HMq8~U*I$r6f z4QROajKaq9YG1n4n6DTfX^s?W*stTTsE!~Jyi%kk%jCjr??gn!=7bTZpDV zjoWFN)kB=T&LR+shPCVv%e^s)ezR#zLt4&DxLUVVsIF;s)wTRGBFBK=3mX3rA6PrfW@R-b zM?PF*UH&@S>R7O>?UZf(^G^4b;MkYfneN!jYL9w!gq!HdV0LAL`P-c2*;FnyC*O!( z708e27S=Tc6a!NpDTgNt1r_9P#gpIq^wW~GyqRd*4G~*$boZ(V0 z{8)l)^4qLDjDgadD&d{P;ee`KCLEj|kFqM{7aYz&A!d9Ok&$mPhOlv^_rJ8NW!F@F+SRfzMZXWyVX1F3ynS2I=8t%Is@>9ZQ47~ahL)JZojQ$h_- zt1YbK%6s}_Jm%(h5ihGP*y=Qbl81!Qh(31;1GtwjO^V?H+v2wHi09WFlCPh`4#0?} zloJ$3h8Ni=56X$9lXRH^U4zlhGeS+cOoK*>P)b3v`&JB|8{Z|=Y_lJ@=h zY+2EjhWrIRqC^uFDaQ< zggnJ0VBRvIFWKcE-^mt&*3Ef;z2sVSr94Q~d?hnA2vE4QI1{a<{=J8*1Gvab7>%f@G<8|#bP~zMb_#J2012tjxX;Vzybc22Y*tkor z>kK3;Ohb@2qC+oNVf)!Tb1cqzluX`LJw~boKbuFnG-`PWGX+k~w$a1(cYk*O*g*X7 zC}4ZDC+UT|@#FehW_v?D##QKQ?R8Ox%N$q_og3BnN7qDM zP*O?1dark_#m=lMZ*%tAXEum(gxaN^fvnt<;09nbmRHDrYu~RK(~wfT2+A3d(FrXGUd;RGXakBMKE-O3};jvX-eSX)5Xa(*%W( ztI0!Xrpqe_!y%c`8)OE>?@@D>#pYt`Yz1xLgzanM&!Os&M$O|E4;q8qr5wGuk-n6? zHgToxVWf$#8ETP-tKOK0uEPO{MseZAjyE60+__q5)vPj`Q{Au*r-<|2^CSh zLt`Prh_~Lxt76a_7he979Acg<(clemeW2MUvK0OLQ6=;9>(@+=N^)U5KUAj8G1oA# zk>RVw->68w`es8Kf9#=D8n8AUUh&IjC+k=hM>v>%t@^{Qf>Ht#F;hWCss>Ij0siG^ znE`%L_@wN!fGyUbyVfV{HWiXZtgDd_AhR^1DgNfe=%lgkq>L;eH3;N1=hOKW;94EW zK)&T@B0jeJL)BioZA+r1aD_Xw(Aa82BEQRR%An9PF^F#+()#0D2SnsPhVV-t7MyL z45OLU!Af5DQCNk^+IXj8wDss(*duU&y?IiSZWTP>pg>SnG92pl6Zm_SJo7Dk&QS4i&{{byz+|wQ_`=KlJ?lfZ)wl z5NP4G-oZ%TAeVhs>)XOWVInkMsg%X44z^9#(#cX=OwaujB19__IfJFH6E9MBE;0AH zwxLiw{`&KlUz9~gcFD$#2)9|tUZdce(l&>h1V`tSI}Hn3mY+DZ*@*26ZXU27sXSO& zeu+%CQc0Hm=8GLuu2@+An&VfRwx*R4F!!G-3 z)%2nP-&9IA^XU+mM^mw;MzT>?s?)@?S>hIGOeYl)gc0&S6>@yVS>Z-%c1FmnVryA) zgY+Wq9Q*mCfUn2yIcyq^A2gpA$4==f=ZT2j?1{9d@d{Il)b3z3D|!o~WK;RzMQr=> zxjLK#u~)!p`I!CVvrazR2%|QqQNF~c4M@qAdxqihoQ>-6BrLSVN&kS79v=N*ow*0Q zznS0C&1=jz%6NTKEl*x@oWg-`?SVq0leMo@b-^Or7j9HcDZluCG@i-g1iBEBKS|Cc3y=cb>s{ zxjKu(B|^aTKHs2W9xAtnj>0ilrn_sHI9*`Xh&I97o0|d6Z(8KxX#=iTM_x!c>k9?x zq--iC(vo$g-^$XAp|*d_+4M$7JYF9O-T53l9rk-V0Cl;_&v6azYh}OHix%x$Sbb|b z2MH$6k$gDzK#L{rr^jeOV;(rP&b74&e z4<5hFp--jzcKV_kqYYhb<(eLAaiCp$%*jB>_cAkE%cDS7!qhIdvO-noMi&B_ifC}% zVfGQBxn-)e3ax<-73frm6~PoGFVJcVBlBIeR$*2=+HU*y6^EXt-dASjHBTDMs=Sm9 zxbH?Zfpe{B)gQ`cO@qvr zbwkX9br}R}pH46D?a*X{lFmRF7SHVTADFqHJoqDC6VpZ!NoXOWUQ((Bh~p2=q_xXA z((&BKB-{g*k3|qFZAI4dD=a3GmZu}kRBuOlkIQ&RMPn@g1=v9BxA2H2G^(4V0F3MATgX8baTnc?5@CJwZ_noi@zKjn>a z6p}T;Bb?S)p0Ac9_q3H`(O(af570J>tL)>5=u$pvmN_z-nd81^U$k`s3$2Trf1t6G z*3aU15>F@X^EMW;GY|nxHX6^!R`3I^8Xaic$3&I(m2mOS#BnS830s0$as*^*PL<40 zh@Zlw4WMVB+37RTcFE^pX~1jQq=*zB{U zwj2Aj0>K2&`tXX=@J=HJ}h_nygSv zs~EeH^z-?($Nb@={xmAfECWuRbpm{!#+#hIE~0q%8`qx?ExrD<^%nXRY>ElC)u*I< zzEuG(oIv{ezw?(cfaq%j50uAU`J!$gSm;|JX8%@<5TuVrHdxISzZ2k}6~C zmSL8$m5js!1>I#zL4xf;rxM4h9a*aolFplGxSXAx`O`7)dk2ZT6!FYkFO;ilHA^J) zi*juPRhTsczRP4Q#y4%)Vk-3E64&z}FD6R*jT}ejOJzQKK)=EdMxi{U9Ge^h!{$6w z{3F)|Hf`$Zsjw7K3hJnwEs1-IkuQ4-ZVsP;VzVkEc}HJumzRmJylAh0QeBy1E(F^} zhZNLP#hS~eb7JG!4@12p5VB?NG+s)st>Mr0<7u#}&x_;VzOCMw4o&*>h~#6M?c0<= zzMfVW^8nojq=f(H{jgWc38=PBN&Plb--hMt%a3=k&$0z)o^MWj+VUFqg)DBXr(uoX zE${{X@O;>l6mX;*soK#v^{Hv|XpFe8Kz}Xaroh|$HVPhb_p4q%-0L3f+g7#VQ+adgD?V(U|TTPOYkox+bbX?`W5#tc)^VFAH)(Q+ZkfS7J(8*@a&eZzU% zGO2V&wc^H*4=Pgf#=0ehc27)-Y{U?I&tGr6O-VX>e?<_Ad6z#?S*$#)Qlb^5=~r1| zk2#RvD*nN?4bzsNo0%CEes4@G{M~~?b=1MWz9pJ<&{M+@%0QVdG-7*Q@V?9)lW)%@ zyJ$3#g&HEtUAfyb(Z{~V75#0oX{CEkMsJ-ziV=;<+O zp;nu6?P@BNQ>xy!VE_DzqoPx-xJ#pPQi2MupC5I=k1e2gu#P%PeY_346StyQy~(+0 zf39!6UPKhN-xdcA(NDkIEmYfjfVRQnon8@PC+&y$*n zIYz4i!3!gfBq~KQXVNyl%oWa}n}pY)^`0iDgoTBLxVDIz794-(68P41dyyCs)a^fE zmk?YP9q_FKu7K9+KlUS8YO|Y?(2+AL^MJ$?0Yejikfx> zJOawf7Eh(wF5CSg39aR1x8<5&Q~8)*^hmHj!otH~<;Eo#Vizg&3tmtm|CO}FP-u%k zXL^jvcqL^90__nweV^Qvyh9zWkx5+bs#{<<&yEmxL3Jly$Ien<>e7tk1r_2_ufB0# zy54m))9AsTCu{^kP_nNg-#Xm;dS$J#`L&?#<$JAd9X7b#g}D8NZ$KBgc0w_k%zk{L z`&;B9bFsH#fdapV^YTA8yr@qP-f3p9rOH3fVT335jy!ICm;Z}N(ftnr@OzDN>kjU5 z^S>>*kP={d0xU4hu|i|U9~!x#i6o}R;l#>ex+rIF>1RLg4QC%1RU@r#x4}0~fs~i> zB*LdEvh-_BGlz)mpp!A@kibRJkA0zXOc??-PHFGRu)zqdliz{dzgh=Cc5)I$hUxkf52?YYz#vU_d-kbGf5t zsDCK&f4z<0LCw-!;$s@GoGvUJVE&ZfVcz_7m2?h~6bmg;eQ+Xk@%5re2O??pQX?rX`X8cJ=)&e)YYKArVyKWnSx#yPLcN?WCFFkem6# zN{GXYa7{>>eySV#$4np6ylY$2Q{aK*=|h}=M4W?1YaNXjAmSLViuO_y*XEIJs!_>X zapLbeo3$}tXH57TW)1{`Z?@dWPjV_Vm#hNUlah1qg&0>oYYOaOGZO z(z~k9Mr2hHWrw_R0?CFIo1Ymud-{yG$Llt9#MiEifU||gqg+HxQfq#^yqWTuW^N~{ zd@zA8GJiVez0RhAsY~OcHY9LiiVP#D(Xe|l?Rcaxry7&J*2Ki(WVzMikw{8a>N?^q zLt(&2jP>v4*jKh>yBXFi9oU{bdH{Wt*=A4mvyWyep0efHcnI6ig^J_Monkem0oRj> zD>V%E82Q<*SF%0%!JPW8yfl1;i^BzSPhb`rH3IO2tJ>|A>~~~}gZWhJxi0jKI&#Ii zesr2KycS>hD#vjyAZxo`%r@{0ly9cOzxGsgtWdbv^ExcgEe$G7No5S5PPYHr2iFxG z6&Y0fbo>3jV|ho}1do%{6Rp6<=)MnXzF12evAR6=UCKz{>*U`D0mG{^(9>l3G2sV9 zilQTe@kK-dA>g0lPrnlA%?dXRK&Drw>nkE$61$vMTBc(3zUU|4YriG6{o>TtRMg&T zmWp0Ql?`*tGU8bEC|t+(N6mqU@=<|O8HXPtS1GDyf*#Jr;~Lb;E5al;$!U>Je%txj zf^hScqpKj$*_WCaA_}w%dtK|3eZG2_l3!`TJ`XN38@2SI5 z)14X>>@2&`hf2uR%-IXH=;A8-S3JROgSqTcq=I)Wpz@HdOtq&eT*4vYaPB%5$?nR{XRgEQ>i~o{bGcj8u zi$o_OMPqcW=^dAvN`f35p;pVbif@h*yNG>q}ZK#j_=? zSz4)oxX^{^$`Rb?`6bRf#%&g-T+qXgM6VYcRMcQFbE0u{l*oK3I5* zYIj+<-5Q3iW2Eo-wfgZ`WnlH*D6@WhO3OuKck+FKkH{8ocyBO%BwV|o(0DRyA@EgD z-zpPx`wt?Uw&C^2%F?>U{;E;;Me!VQn^ObqwIX1^knx79wm&KNqX6Y#(2Wie&KBfdI4%va+FhA*Qi)E7GXbq=h>nCN}n*b<~Ibas1e&M zc?Kd28mkTr+1+4{^s0!dH@$E3>c#jAVZwl;`4nw|F{mJQNfaFRfn82zCkb%|+KHg# z)0O3ru((*M`NLTB70MEoiz;PY3wM4v3PoQIwaf1ddTovN3UsQHoJo7#+YB8TTQL72 z%T6=FBlfylprYt&1;6Cyds&)_;dXUp$3?4*n2E8_;y!A*kKgxcgQ^23U|0+9NVeq0 z<1`_4VNn+L>8>S-^?Y-mvTJ^-Jx1h8c8xz;1&k=}OsmImluJe`nnT7uLXq*Vzd|Hd zYDTjV1B^p`bW1vI4zqRs7BwE$YALyMFl@?nph`8p9JTOu=KT81VwqX20f(kPIQx_R zmqCwo-db8^o%epZa;t7La@sY++mxx^-(6QIyG+kOn~XyzE$Z(Zn9Yn;YbgS>#;&Z- zj$BVH{$(f=Ldn48@D&|7*yDn(E=^qg^f3LKUdoy+rhcfij15^3f?O2H?L}KCFdW3O zh^8JCDBBvF*$haXj#Y%Z%{votl%~y!JNQhvNF7~#pJRnTY4%^RC{iUEGTim zYmOZ=PCl~XKaqDL-b)M^D&6<3D+y2gVLqh+&(G7a4xmhq%HL93nisr1efqNaD7Mj! zt5$hL3=xUkOm@#{9)Ku?BZPQPJ{(pAYJ7HGCCObJOc_POUy98axri9{g^hJcPZ|c( zmnMXv?9%&RjDp3eoe%ARPlzg$P0^8at#?Poc!s!w?acPP^DIbe%Iemp7#0$HZJ5F# zJ+C@yM9W+y=-xfvV}3AYp?C(`8jU$DxUBHvKfg$_q?desUiS^NAXYG3&67qaHOhRe zBvtiQg?Y7+RECM43?|!@Klxx&v^*Tjl5HL7Rca}!e$@o;<2M;>C1aOi;fJsZN>rG= zP^x5Wi+Y0}QRAA}zEgvI{=7z0$LT1=S*FeL zkF2i^$mEI$3h}g0Fa6uZapKg*x!@c?2v4TAy_6`f(w?yH=6KosJ(#hix+Rs@UHe;K zx$!Fd8Awp_r)veRwe%&8OPulVywZLv;?KnJcg2e z&J(mVHjplvCBO7L=Gx= zCYe};8@6f~%8NX_* zE3RH*5~(9S-}Mx z=ZZ$&XeuxqnY?^+L~G`_pPJ4rJ~F{R2IH~H2wUCmKI&k5lDI6e>{Y`Y#&OA+E` zOi!GrY1oY()+D2BC?%HNIhH~$vt%(E9g4;63EX8u}=y?L>y&pT^Q z#$t>e5=}-~6f~;R-qS*EUt2U&j285q}nFraBb3)1W_V{FHrH=d2WR3pQ ztTWTYuMWsivfLkXqes3)uI-EYkn=ZsG4RHI^7;0tzIZ>$HeN_nJ z$emQcA|l2nV|BMr%Eb)TdVdbAsgQu0s=1PQm;g_*&plPn2bRq~*W-VyuPnbZnvVSP z2nwHe7p9y+qgVHxY&-RVm%y-7_ZK?P>_@lSYSZB+_=yf>U3(A4$;k-R#v08WPxAP> zKKIq=D|?u))ib>|7<-o>&GxB2G+M0(y-F2`9K7Z-Umz`ETdJl)^x3w-ZN!;gY>u5q z!|-O!(C$-h4JV}-2F^jd0)9kWfgNvQ+O4&dies*{N5v)#-qQ5!yoqK|og&*UTPJA} zeagdxLgU=MWO+&S5tXT3okL1~Jp9I(zi7yv_I|A1v@rh(QFB|ru|+WD1FTE?15-1r zYuq}Cw|>O4t<%%5ewuj2Io~2xO?N9|03u!Z_Em|nb{1D7l*JIM8P*fi5Y+LYOq&JX zpgVi5{`j@MY2~LT0dwz^7x80T)nX(9{4#1|TxuOVHNyY0{H8$8gC9<6zp$Y%hW^VZ_o6$t>U1aj#U?w8;XyN3ZEt8sq>O3I zzO0KgjE#w#CFkpK!zwGQ1|Co@Li4_Mx2%$B_cBnd^hnI3ip2i8c0jN$yD)L-6|1OFTsTRL24 z5TsJb{`gbHj;ZNpe(V^(fXH}G&EnYpvHNBN|FKHU`>VXO@6)c8eeoaD$sK6Y%kL^` zkrhOt2grbpWqFVmLwl@m)UnU)_l>+WeT=LnUz*1h?WDaC++ue;@={R?&&X@RNxvH8 ziW{yY;Ugj88FhzuUse`5C`plp?X1wI1wxfD{qncggKxs1ea2$4g)tc73f`KCI{ zS{?>}jLMbVW2_yhCAZIxpD3u|@I?n6m~hAq+q~3a&iP^?0QD`L&gLyp&MgIZ1|w&Y zgT3C0VF!!VJY$rB@9zJd$O9W5{@c4c-p|HqS2d_kj(~VwDi5j7f?ZHPY?-aXe0bQp zu)jK>zX|T{Fds2mz_`HsxaQ`%>8==xcUygMi83){m?&c7R|Rqwb*lhnj=nj@?a*#L ziortWb*RIZpxI6kLFT-=>@YET>(2azH1^Emw_HAzwd5A&J%MUXXp?1dwg`BKhBszt zGL*x7IHS=cXx0NdJgz#%HpZ4u^`J(BzrQVxyy#;Jwy*1+RQmG`CnmbZGJKxy7z$o* zb}ss;Jh>75)GhnK{!UA5S4j1T1mU0wFH@tVRx>02tT2dK2@iJym%#p0`1D}o`aa$Z z7l&fRedr;2wUJMB{c#+{HG2+4ch25Ik##@ffZdsa_8Bez#1TYM$*fc!(Wy=D!k zs8Okpr0ky2uVo{%`P=e^h!>)`T;cNvLA!F?^$uFa`ZqB|DE9>&eWucN^zqtfqvbu`uA^e?l4*>0Z?@}99TZJDyuO#*2vgOVm+ktTqplyvkX*nio>NpAxxw~C z#Dy$UuWU@%XhP>fRiP|Y16(}l+9W+zgieZIQVk02H`h9TBy^frx3AyLK!v}EWkCsc z$G-jEMzZ%SIn5+hr9TF%YIl=aY$g0{lCff>aZ}}VD4V{`dmf<`F^wa*i@JeJC?mN z5q{zYxq>Mfdyky;VAS72+)C_q{G3X8aJAiy?xE1@t8Y@(uA2x*6+$rI8n@?-@+Q#A zPsImW@WjC)AA4qIV*246Y*sucm+#qRKWJskNc5#mIqsT2z;ebTUS*zY%z(FYr<0Zx z-`kSo&;3%U${iHv*j=fGhArINqifW-#9zs4o66Y|K;3!D#_E)={W4(7HcD9P>JfxG{aCs^94nzStiP@1+*(VXlL;NN`fiDH@X_(S*4W=lp zp_4!bj|jV*?G|?F={6>@mVeBD61CQ9nP*X$L83is7_WH6m1}dPA=~T9v6#e*Uo54h z?Gi*2_$qAyqQm0pk7IKYKd4k{z*spQD$UwpJ3g-HVZ0|RK6{L_`vK-n!lEkZv?9X{ z?o@rsEp;o3CHP)4TlK3aVf@f<>Jr4X;tzbvk1{X6T5(E4yEfUzQ9+XWUSinU*{;G( zG>nbo-7N;;leA7Dmb6Z#X;C4g399+GQZ=D;pAhKVWbHX*uBr8#E^GK-8u@N-IdSYw z*tSRHC!ns;H;@1LoGr4+fGqKH4i~d_#-_fW?M0&qOQ+@`RB_i0C&EfX5IF~4f zTH5^y}cztrKvGaN$lg9#j=C%9Cs*=jRV=(nMFr6&2!o=eJjGY!Q z8g2Ld#f<3p&DC|I#-=y_IsN{}F!dX}I=W7#q z;lSp>3+&d@X&ucR0v1hHg{?XzFGI;m-9sUcrc{xs3~>ix+4!rGl&h6b+zf%&c5J*aMfGDe`f!Ed?)@-`=ucnMdhX1Ma85TuCA+VUk3cx(b#L{ zZyKiAW3=b_vB}vc5s8Sw&^p*hX*sJy33kJZ$X)!I#w0Dr3;ZSZYE1r|XfCuiiP?jS z!JtBo(c?OT_SqVL6qlF4RL#hetRuZ?_EMvLv9u4Fv?TP_^% zU%y1$KfJ^`b+ziUiD2JWO(*fkd{v1;%^-`X7U5v;5@1`TN`JqTaMOrH%=_>0bbaj; z{FACMOVO=reukovx7Dc+gkGNTuGxPY)5%y`koI__-@u_%en&H&F0X-7=2^PCIk!bY zZON(4hs$sGOB!`0(X()c;>cxo#`nXRDv{^D<5`N`hc~XVV==`EO;q;{4YXssy(DMq zgn{f{IewN@f9JGk^2@)eav5|VM1Ve2n%0StNlf$qL7e)%hfe*$jUC+&V$_d?X{psS zS&yD{H7$nnC)fq-ucJp_7l=C$=l93N(RO1di9a1vGHf;{?nT!bl!_kJQ;BIL3PnWA zDcLRf37OwuMBP}{h;L#bEi3$W269`J`CP083xwnjyIynm<;7==aHwnc%y)|9fccH8 zTONCC?8QurFE^hgR*=hEGchOA)p~wLnPit`Jm)VNO<5I_=Sa>tFuf5BExKP9kRz$rh80R&za;7s-6Tqe_e>q=NouuVZFIWrn*|;+*zLLmOD~g-JfnMb|K>V z##C*15U`PWj47mni&4@?P(Av)PX0biz+STP_mEBa6xtCp#s#Tt9%ulTa*E_~PoD`j z2J@d@xXZAJ!@E}pnleS^C!7V1H1@v>i!%apx<R%#4FQZ4n>%N#n8BTepPkEk&cB2EEFU|`gP1t$}X?^4*4et|9cWticH~E88lcairT~rT^O;p*yfxt zxXv9&*;|CwwER4JgPbXKM?kUJ>%PM*5A;Z`$Yy=uJ#BpgEd;%BD7K>QHrm@wHYNJ1 zMtJh(oGwW!;++J_NuQsTt8Q)MJxn-Ntys>}qe4Z1>d^alKe!M=YBk8*J^k=bA2Nigtw_#TUP_ z84K&=PUt8#PiPkpDCwrF5j{v{A>r^mQdc$OoRHlu;rFu3u=O~LrwM>G|{!P!yD0db!6Pt2z>8by0^ zo$U2$dAyDz4Bzjm-&F2osKI0*7Ps?9rcVc?1G~hIbyoRCw=CKXi@wucH0rc0d@F%G z%C)XoiIQ_REl4ux3rgo?*!}D&r`X|mBcHvb#Js|?qe*T$#(5zkP>rk8TzhD=qwY0* znkZk|HPwXxe-g__@y^Nl+;IghX+V;=Mk**%A;)W1$`>IVqYG~r#UR~wA>*)SJxip+ zl;X{itdjk?ptbC4keX+dPNC5PcM8K%HU%Z|VZAjCB&q>hR$N^3^cfC}Z&xpt+3E?d1&YxTL+xFxqu_Kzu;Zq|r#cGaKrg zt_`8_gmqE3Mb*VI6a;ehkGwwiCZEBUCLGOH>6Bw(5^{-hA|BQ~aA?j_2AJm(_^=0S zXD5C8PpJOqZ*XLn*yj1D`R2ouvJ^3_7BmbuMJq+e!GY3A)A`4c2Y0THABg5mh`M8c z++W?AX)c;+l;*{*QQs8hO?VQtjx-dH9;2eG41$D3Meee(+Nqy`Rt$>1QQG;g+#Ij8 zYsjwS+oI<_UZiRM>1>i74rW()@U(mSF?(%l^Zj~~?9p#1z4B+%-E_If5N8L6H40#J zYjch2;?fN2>cq+NfZ~HMCmh?h;XX!92d&nM4YvBQA^iDuP zgwVV6DoC$N??{y{9jWVvwbyd(t;=)nKIc5=k9(cZ1DP4~H_I4vw2bc?;~f`xtnHx! zvw3dZGYK`WWaw8Zx7ZYD$yRZU>$$DECDI+H&=C&@vY%o4>OByjCg6t7t z4R$BOE%o4;@mExfJ)j?Y=BJly-lz2FRGNQ=1Z$;Mtju<;74I}{h9Sx^>lhD5xKWZ> zmU^_6ocpy-0fVn^>A4@vMd(5=yjtdz52nR}W{k}NV^t{qY3_rW16Q-V#dPs$f+L!Y zjCZl&m$#Awhh}qX!e|YE`st47FHaZx1=(v4huz1a^X#MGkTiZGMwi*#bJj;KD%X}q z=V=L!015@oXMU^clH(QY*s-!G&0$$43*NJM|O;Dvcx*fy=xwo!GZUjpdC>t{BrX2tjb1j8UM!;iw&vm{b>{ zl}{AEkD4V~Gg>QkbhlMKC!zX1>{Hb=wdDvn*ltP{dqH}hH=!Q1poZa5mzUel+^JU6qRjHJgYfBrsKMtoEv&aN{iQ- z16Iin9tVZ8L#8NoBw5YO#gk+kq-&aFJ1X(xdn8d~Q7=|@;G@bL_G!5<*_B_YWR&&3 z!p$#{2pPt(b=O`rEjlJACDgr}q)nmXNp?jc8=TRZ&M!Z|g?;E21`rc%LE!68QI_=B zF~2y}*6es<%6N+{YMDOiw*PTJ_^4Hi!C;b9=%Jq1g!(5a-7$S5J)_kjb$W7gncUZM zYpcGa@#H>YC1HG>@*A5;Qr-#X`bB23@M-5cR?ldi3Ja`Kqz?EAX{)dcLyg#S+-+eY zyQxVy@~uyppiJ?lfXA?M*jiCmgd9nms}WYIC^ep*g(}Rq^xhPtl(tNlM~hF7?*k)i zeqMA;sQp7z_IIyl9V?pp`!U$ttXt6+@e=;bDtJ%M;cWELZPX)Zr`hb@!7|=%p9h5x zm>Jyf$}tp&p+J`VWe3Ma2xy9ktV1@oA^ZX$C^pW_#r3U(V))j2P&2_|B5m^key6NC z&c{W$cpGtb^K@yELWSm{vz0?xCBP9ugVF9BWBN%%3dz-m_Tjx(8a zZ&u5s&y}HWVn5gNE%6+t6WUQTeS*rgak9~yn@Iwh#VyfyaSqswr6ZR6*D?m<$MzG= z=mU;gX#HW2C}&=8*Ulb`w`NE>jF#Uw<-M67H<@QPK-v?5bt+TI67jYyLGNX=iD~Zh zaW$0PznrjI!N{I&&pOJ0gOrTbwZxevG1;mel)ddaMPt@lhja6gx8wvT-#GX z8|x|NzV$k&A<<+nE18@plO$Ul)GB++Y9w?Z;&NwfaA!_U0O))SO&g@kP;Thc=spN| z?cXTx!EJ3LM44*ET#?->*cNWOckUHI>99SIP_myeRqVd?YIE%-*~f8yla7oaVauVe*XzCb4X~dUT-#gF$;Lh zI`Pbk7*fk@+W7T4vXXebjL5=>N@gYySIuZ@&zNDdZLF~k(dMM!p%Ys=BFD9^G9E-0 zV||M~6&vNK8f*>L*@$ehm6p-5r?{K}zc`&=9Eu?hcE7W4M?4UcudARO%j4(I3Q6u* zW8DF(0~=Li!GO)EWfp*_tGtA7@Ml`nr+;R;pZ=nO>cZi!p7GnxbD;rW?iJ*wE~~O$ zQSY1a-FO7NRRXqbY3Vc8=i@L`E3UqR4w>wu$hMdfY{nSMpS;x6*HiPgsmA&Aj>tv4 z*)N?3nY>xO1sjp7-*MIfr+pEb)6+(2F0-0=a*!Aq`Dm+PiZ<@=ZviysnFkyf>RQxS zb^7cy!t>_un^(1>l)gyjv2wq6>q6OcFxf8k87EJv+D?z=Yq8V7MU02bduGdb*dnwl z7Q##~KR+ARFPX=fsFtoOG#yIxBwh7xV$;naKVFs)bbqdJX!u&YPpAe~M?Hg^uGzD3 zAW6AHa@Kq@YK(bw@s4|zpdefHNj6csh>+ewla{=~^5-Js)Yxzu-`;To8{rSd6bwXB zZL3=`FK5g+Q-T@P;i^0nNi(YK7skcg6fZR`hfy&Q#VW?pW7ecUb2|aYQ`?i(ok7oo z*jcj)MU>)#fYMfd{1r7hsT1;{)?1T~a&pcR@1dQd+fFlM(zYu8YS|yuxKiZ3Yt?Hi zEH+8r*NV#9(|hn^%S^Y)7`st!8M4Xtm^ta-gLr&cg>*&G*vqj=nG z(NEs@tsW}1?lLs=Vy`NGG26NHI-EqcJVSuq}rfomAMOjYnk ztt;FFlA#ci!S>>6`jWkF7B5YBgNO2H(9oYb@$Vf>{yh5a^S?W-nTWwVI;X=s#x^oq z_Qk_M_57tyHS@0a0A$ft5Z?e%Ve-EGXi<9?gPMI&D`Uj8e6M`0YGX%Br3(BI&lgal zm;A|%QBTXf`mB<2D5@E`NMwKZKA3;SJ9jeLFpnF z(6kbFRkIRuM*kB3vW0@nZ+QN2%gO2-{um6!SeDNf3ju2)5i&<3V!BMh9tFuNlLE^W z%q?d}GLV&AZt&x=Wvo!lVy>w7I#mv+xVZMKZ^;mBl=`r!PzI1X0RlR(w_0{H+=h7p zZFoNu2C@#F7}C-0H$DF6B>2hnbh4A4&JyWX50eV%Qi+&3E2>UL4$zQ~)XH9E%%nW9 zl#kSmgLtyL;HqU~e|9ALGZfX#-6d`7^$Oe|ljFXVJzKQc1&L%zpEQv0H`>_6q``~W zl6gK_9<$c9?Zi1(kMS5v+mM3hxSV)|0JST!SLPzzii@SL5XHHXBxCRJ##d=+}0+@U^30tDy=s zCX6*St@?rA8H{eXvQOF^J4Y<>$c-L>3>g$n2`z+mWcheFtFd_z78`Xtz!yi;Ds+qqkIeqD4V{w^hx61IiJIZl-svDyiQL7ADlt!BUw@0ORm;9GMB(wXu?A{99BK60fI?w_o4X!M($Wr5@qxy$E)X#WrA}T~Tj=M$gS+%ET$e1fR8$t~g3b5=#W!-00 z8a}D6N6j7UHuZDOGZyE&zd}~&B9gX8)upOp+!vk)TmAYADO1FJi zZX+;dNTRy|VH>{HEH{-^B9119mONS2+T0~Jyh#EZv+Oi_459%fjQ`|n_t;j$C7*XE z`Lf_fE%crw&vc!qJhnb~5S*@{%>o)Wqqeujb^Z?4J7Ed6=+94BMI%Gyi&!$am zt&92+K5JiQpd7v@6701%bs~AL7w|>yI3i}*O=kLIP_Bc&pY}?Gh$>iZn}`T!k*h;H z!*~@`-dw!o7)yMwQuFn_3{`uUjmePx*gouCv(=i$S~$^-AeKOY{BZ{17U?V_6)^jP z8f#!l0&&fLw7~&#KaEpSUX*@!QUYiN!?peP6 z?KS>%0G={`(R)+0@=FfiiKaKKfwwJEdzYJYsPBzxD>AbvGE7J*HB;BH7UwmXj)=cB zh^#rm>u^vrH_M8})w|MtwoKGPGj|}0RrB)N7Ly;Fw*qGgchZkRhVd$&7>1m#(N$}6 z?kRDkkx4-^x>rl7jNQX#QxX{{Ot*I8il7J(KAy&wluq@OpF4YiJ(vw14mjVuW%SMkx4I$8iXe=Y= zU$H%n_TO3nUR>OirtT$+wAY613`9CqOGYZB=LK=EAIJu7ab(o&G0xA< zMru~v(-Ik4b#8JiM5T5(4`k{-ykQgMA{Fe6B`Vm zs4}nH0xvyB$SfM=e;wf3VySJP1;`(U1EaH-VbfoA@8<;G2}b)~poGb6;rI74*~X^<5J> zdDlvzHHKEm9ey!x1+t)S(WcM>qd|y*q_f8p+{J4YiqtOu+Iv+x#n!S z+X_8jGT-K&Ov^IcE6*6>6}q(%Wz6@jl;Hgb{;@jo%tLFtt;ZBu#o1I2h>!Y0CHO(p zUXvv8uuBsR$OZNmH#chj*mC4HkE)H2da-_rd^BrrBP3MS3c(@lca6M_Qz9fO=eB>6 z$iu~R8o6_UjBSy2qxf6?FB=dxZ9(#XB{Q47GxP=dlJDpaEgGy1d40&+$IlFhCrd1W1pvB(0pVgvNv{gqxnYaDP2r;=0IQ1xHp zpC|5Lnm_jbC(Mffa?!sZef<~7>6f4O0)9~bZT0f>d)dzi?!H(4Z!O65{e6FGLHS){WwpN=m4pgbM>I@y#p!vb5s&H%|jnn3i_>Q z#~L|Z-K!B_XD8AI``gMi7evP>>XDYoj^3>_I*EA#nYwG~z8Zc2pHlF0D>y7sS$yHm zLA2YvHY}D({Y&;=N)TZwyx&)8vv3wmQyW_-=p7Au5LBF5mr5Ct3NbbrYu)z_`2q#> z7r57ng*awnmWFB{C$2t+Z{z~5ek(~3w^M7Sc!|$7&|L2;}AI(SKNBQ6B%KbL{ zBcSG#;Bv~8;Q?`RgZ`w?{7!y34ds+VIG7nCP5~p|j{P%8=s#r3aC3pav1ND#{#~>T z_dh5>{|Q^>7vJUk4DsLi{)_MOi|_IWYvLbVieG$}Q(nd|zRNGZ%P+pmFTTquq2?Fg z<@f#t{^|c;e3xH*mtTCBUwoHee3xH*mtTCBUwoJUBHsm%8_)b-_%1lW%U^>S7YNT^ z#3#T}TrT1GE!+S{Y(ec_9@Vo`_ ziA$=%4Q%bn=p|GkfAL$6&IfOG9E!8%*m4dzTi0~OywwX9Sw|QfM{qnp=^Fl)T@5+2TSoz zL@f&vVd%L`mn9Q$&%OyUjdfOXfMU(!nPuYsl ztKVY>u9FRI+-&+%KR*-5Ftnv@Aodn(M|M>~l_TW!i?fdS%dMupn4SXW#Y9hlua41} zC57qUz%AGmEF|@E^o=OUTF%m^5rRj8_s^0f(ZwsR#541|xK5?&hBtdZF{kEZrB`^S z8!#e~5cUbTfN=dM%ar>I8dwGz(;SBobG5n&j^ZW)C*;JaQK)${`yM$REJZ;`@6~8X zOoT2(%yH`sjosSd?&eruCVun&y!-3J{t2F{rp1@*rDvdd*EQ5PJZ~MR2c_wJ6oF{? zJQY7v@16b(OOF@kw5QqC-oQ3n`PO4;Ohm`Dcg<2NpvQ2Hop;9UvW+qxB%d!UngjNH z%)*&*&=MTSQYtMk0iy9;q*7}izg>P!GI}#F`_aQGP?3ahhZOTtO5ukGOebB>%6W5W zbc7RF}vf@urYBd)T2>8~%qDlnT zvLJ8!IMwM*%_X01dwM%dvnr9p7xj@sRLHp<0yT4v@N~hH6sEGsCArb= zfa7I({h0j&uY-|w!I3AXzg#3 zND!i$2uZQ`Vl!SHg{DSkp)kSV-Q1Ab;W86554XCOUOJ^H+?tO3Zf@GX%uk~GQr{bu zzu{%me81|Ne?*`PbreiS{xy(_^;&K{e0_?P%w4Vd0f$Zy-@UBM(W6 zlErh!<<2QNo%EQS_>X)|y6opCK(j{|Pv zsG0;gOxdMNgoK1R`sI}?S8!xY9GdL<_3Jlo+`xGr5)%`XkdTm)l9G{;k&}~CP*B{w zdGpq-Ta=WPR8&;AZ{NOi=MFVB_1(L7X=rF@X=(4>yGKVyM^8`Bz`(%B$jHRR#LUdh z!otGJ%F4#ZcK`l;c6N3S4h~LEPA)DkZf^KfPkQ& zppcM|u&}U*h={1DsF;}8g9i`9#lch#<>kR(u!4eu zqN1Xbl9IBrvWkkz!-o%5RaGGnh?<(3y1F_P3f0ii(A3m?^yrb6mKF>K)7IA3(b3V> z)z#C})7RI3{P-~(4mU6`Ff=qYGBQFS5XQ#FCMG7Prlw|QX6EMR78VwkmX=5)5`{up zSy@?ITie*!*xK6K+1a7dXnT8m2L}g7N5>~mo;W!WeH$tfu*SS&U*H8m|QEj>Lw0|x=j%*@Kl%FfQt$;rvh&CScp%g@g*C@3f_EPVU+ zZBbECadB};Nl9sGX<1oWd3kw7MMY(0WmQ#Gb#--3O-*fW?YnpH>gww1>+9dYf8Ws1 z(Ae16)YR16+}zUA(%RbE*4EbE-i}*BtFyDStE;QKyZgh34+A3D z9~c-I92^|NxseVJkBp3rj*gCvjg60wPfScqPELOM^l55pYI=HlW@ct~c6M%VZhn6L z^XJbC3k!>ji%UyO%gf6vD=Vw3t7~g(U%q@#e(PmaCDL5J@krKoahWWV! zxPjaPJbXNSIDwLt(NB*(w6!v_H$>RdFdLg$A_Q^e#@^1B)6Nubi{Lb}GUPNv!c7pk zKQluMb`ZOv6%uKM;xt7gEji6lMu;aIr@JhtwZI=Sd18w&Cgh^w<|o9Jzdtq_5D*9e z(iqcx3p=%to^CX#zruhxTk3aV+}!*>gaL48eXj%X<0_-?&gJF8SwO!J=5@#_h{X(P#_9jS#p; zH$?Dq@f(5wZ~