From a12f02d836ce31ff366b28bc287390298f77d245 Mon Sep 17 00:00:00 2001 From: "Ryan C. Cooper" Date: Thu, 2 Mar 2017 11:43:10 -0500 Subject: [PATCH 1/2] updated lecture 13 --- lecture_13/LU_naive.m | 27 + lecture_13/lecture_13.aux | 60 +- lecture_13/lecture_13.ipynb | 7241 ++++++++--------- lecture_13/lecture_13.log | 150 +- lecture_13/lecture_13.md | 61 +- lecture_13/lecture_13.out | 30 +- lecture_13/lecture_13.pdf | Bin 265779 -> 274185 bytes lecture_13/lecture_13.tex | 281 +- .../lecture_13_files/lecture_13_24_1.pdf | Bin 0 -> 5731 bytes .../lecture_13_files/lecture_13_24_1.svg | 121 + .../lecture_13_files/lecture_13_29_0.pdf | Bin 0 -> 7129 bytes .../lecture_13_files/lecture_13_29_0.svg | 141 + .../lecture_13_files/lecture_13_36_0.pdf | Bin 0 -> 14376 bytes .../lecture_13_files/lecture_13_36_0.svg | 1887 +++++ .../lecture_13_files/lecture_13_36_1.pdf | Bin 0 -> 14579 bytes .../lecture_13_files/lecture_13_36_1.svg | 1857 +++++ lecture_13/octave-workspace | Bin 153 -> 23135 bytes 17 files changed, 7820 insertions(+), 4036 deletions(-) create mode 100644 lecture_13/LU_naive.m create mode 100644 lecture_13/lecture_13_files/lecture_13_24_1.pdf create mode 100644 lecture_13/lecture_13_files/lecture_13_24_1.svg create mode 100644 lecture_13/lecture_13_files/lecture_13_29_0.pdf create mode 100644 lecture_13/lecture_13_files/lecture_13_29_0.svg create mode 100644 lecture_13/lecture_13_files/lecture_13_36_0.pdf create mode 100644 lecture_13/lecture_13_files/lecture_13_36_0.svg create mode 100644 lecture_13/lecture_13_files/lecture_13_36_1.pdf create mode 100644 lecture_13/lecture_13_files/lecture_13_36_1.svg diff --git a/lecture_13/LU_naive.m b/lecture_13/LU_naive.m new file mode 100644 index 0000000..92efde6 --- /dev/null +++ b/lecture_13/LU_naive.m @@ -0,0 +1,27 @@ +function [L, U] = LU_naive(A) +% GaussNaive: naive Gauss elimination +% x = GaussNaive(A,b): Gauss elimination without pivoting. +% input: +% A = coefficient matrix +% y = right hand side vector +% output: +% x = solution vector +[m,n] = size(A); +if m~=n, error('Matrix A must be square'); end +nb = n; +L=diag(ones(n,1)); +U=A; +% forward elimination +for k = 1:n-1 + for i = k+1:n + fik = U(i,k)/U(k,k); + L(i,k)=fik; + U(i,k:nb) = U(i,k:nb)-fik*U(k,k:nb); + end +end +%% back substitution +%x = zeros(n,1); +%x(n) = Aug(n,nb)/Aug(n,n); +%for i = n-1:-1:1 +% x(i) = (Aug(i,nb)-Aug(i,i+1:n)*x(i+1:n))/Aug(i,i); +%end diff --git a/lecture_13/lecture_13.aux b/lecture_13/lecture_13.aux index 513ef62..30cf1b4 100644 --- a/lecture_13/lecture_13.aux +++ b/lecture_13/lecture_13.aux @@ -23,37 +23,41 @@ \@writefile{toc}{\contentsline {subsection}{\numberline {0.2}Your questions from last class}{1}{subsection.0.2}} \newlabel{your-questions-from-last-class}{{0.2}{1}{Your questions from last class}{subsection.0.2}{}} \@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces q2\relax }}{2}{figure.caption.2}} -\@writefile{toc}{\contentsline {subsection}{\numberline {0.3}Condition of a matrix}{2}{subsection.0.3}} -\newlabel{condition-of-a-matrix}{{0.3}{2}{Condition of a matrix}{subsection.0.3}{}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {0.3.1}\emph {just checked in to see what condition my condition was in}}{2}{subsubsection.0.3.1}} -\newlabel{just-checked-in-to-see-what-condition-my-condition-was-in}{{0.3.1}{2}{\texorpdfstring {\emph {just checked in to see what condition my condition was in}}{just checked in to see what condition my condition was in}}{subsubsection.0.3.1}{}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {0.3.2}Matrix norms}{2}{subsubsection.0.3.2}} -\newlabel{matrix-norms}{{0.3.2}{2}{Matrix norms}{subsubsection.0.3.2}{}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {0.3.3}Condition of Matrix}{3}{subsubsection.0.3.3}} -\newlabel{condition-of-matrix}{{0.3.3}{3}{Condition of Matrix}{subsubsection.0.3.3}{}} +\@writefile{toc}{\contentsline {section}{\numberline {1}Markdown examples}{2}{section.1}} +\newlabel{markdown-examples}{{1}{2}{Markdown examples}{section.1}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {1.1}Condition of a matrix}{3}{subsection.1.1}} +\newlabel{condition-of-a-matrix}{{1.1}{3}{Condition of a matrix}{subsection.1.1}{}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {1.1.1}\emph {just checked in to see what condition my condition was in}}{3}{subsubsection.1.1.1}} +\newlabel{just-checked-in-to-see-what-condition-my-condition-was-in}{{1.1.1}{3}{\texorpdfstring {\emph {just checked in to see what condition my condition was in}}{just checked in to see what condition my condition was in}}{subsubsection.1.1.1}{}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {1.1.2}Matrix norms}{3}{subsubsection.1.1.2}} +\newlabel{matrix-norms}{{1.1.2}{3}{Matrix norms}{subsubsection.1.1.2}{}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {1.1.3}Condition of Matrix}{3}{subsubsection.1.1.3}} +\newlabel{condition-of-matrix}{{1.1.3}{3}{Condition of Matrix}{subsubsection.1.1.3}{}} \@writefile{lof}{\contentsline {figure}{\numberline {3}{\ignorespaces Springs-masses\relax }}{5}{figure.caption.3}} -\@writefile{toc}{\contentsline {section}{\numberline {1}Iterative Methods}{6}{section.1}} -\newlabel{iterative-methods}{{1}{6}{Iterative Methods}{section.1}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {1.1}Gauss-Seidel method}{6}{subsection.1.1}} -\newlabel{gauss-seidel-method}{{1.1}{6}{Gauss-Seidel method}{subsection.1.1}{}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {1.1.1}Gauss-Seidel Iterative approach}{7}{subsubsection.1.1.1}} -\newlabel{gauss-seidel-iterative-approach}{{1.1.1}{7}{Gauss-Seidel Iterative approach}{subsubsection.1.1.1}{}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {1.1.2}Jacobi method}{7}{subsubsection.1.1.2}} -\newlabel{jacobi-method}{{1.1.2}{7}{Jacobi method}{subsubsection.1.1.2}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {1.2}P=2 norm is ratio of biggest eigenvalue to smallest eigenvalue!}{7}{subsection.1.2}} +\newlabel{p2-norm-is-ratio-of-biggest-eigenvalue-to-smallest-eigenvalue}{{1.2}{7}{P=2 norm is ratio of biggest eigenvalue to smallest eigenvalue!}{subsection.1.2}{}} +\@writefile{toc}{\contentsline {section}{\numberline {2}Iterative Methods}{7}{section.2}} +\newlabel{iterative-methods}{{2}{7}{Iterative Methods}{section.2}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {2.1}Gauss-Seidel method}{7}{subsection.2.1}} +\newlabel{gauss-seidel-method}{{2.1}{7}{Gauss-Seidel method}{subsection.2.1}{}} \gdef \LT@i {\LT@entry {1}{52.97838pt}\LT@entry {1}{181.1121pt}\LT@entry {1}{35.4892pt}\LT@entry {1}{179.80707pt}} -\@writefile{toc}{\contentsline {subsection}{\numberline {1.2}Gauss-Seidel with Relaxation}{11}{subsection.1.2}} -\newlabel{gauss-seidel-with-relaxation}{{1.2}{11}{Gauss-Seidel with Relaxation}{subsection.1.2}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {1.3}Nonlinear Systems}{13}{subsection.1.3}} -\newlabel{nonlinear-systems}{{1.3}{13}{Nonlinear Systems}{subsection.1.3}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {1.4}Newton-Raphson part II}{14}{subsection.1.4}} -\newlabel{newton-raphson-part-ii}{{1.4}{14}{Newton-Raphson part II}{subsection.1.4}{}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {1.4.1}Solution is again in the form Ax=b}{15}{subsubsection.1.4.1}} -\newlabel{solution-is-again-in-the-form-axb}{{1.4.1}{15}{Solution is again in the form Ax=b}{subsubsection.1.4.1}{}} -\@writefile{toc}{\contentsline {subsection}{\numberline {1.5}Example of Jacobian calculation}{15}{subsection.1.5}} -\newlabel{example-of-jacobian-calculation}{{1.5}{15}{Example of Jacobian calculation}{subsection.1.5}{}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {1.5.1}Nonlinear springs supporting two masses in series}{15}{subsubsection.1.5.1}} -\newlabel{nonlinear-springs-supporting-two-masses-in-series}{{1.5.1}{15}{Nonlinear springs supporting two masses in series}{subsubsection.1.5.1}{}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {2.1.1}Gauss-Seidel Iterative approach}{8}{subsubsection.2.1.1}} +\newlabel{gauss-seidel-iterative-approach}{{2.1.1}{8}{Gauss-Seidel Iterative approach}{subsubsection.2.1.1}{}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {2.1.2}Jacobi method}{8}{subsubsection.2.1.2}} +\newlabel{jacobi-method}{{2.1.2}{8}{Jacobi method}{subsubsection.2.1.2}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {2.2}Gauss-Seidel with Relaxation}{11}{subsection.2.2}} +\newlabel{gauss-seidel-with-relaxation}{{2.2}{11}{Gauss-Seidel with Relaxation}{subsection.2.2}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {2.3}Nonlinear Systems}{13}{subsection.2.3}} +\newlabel{nonlinear-systems}{{2.3}{13}{Nonlinear Systems}{subsection.2.3}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {2.4}Newton-Raphson part II}{14}{subsection.2.4}} +\newlabel{newton-raphson-part-ii}{{2.4}{14}{Newton-Raphson part II}{subsection.2.4}{}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {2.4.1}Solution is again in the form Ax=b}{15}{subsubsection.2.4.1}} +\newlabel{solution-is-again-in-the-form-axb}{{2.4.1}{15}{Solution is again in the form Ax=b}{subsubsection.2.4.1}{}} +\@writefile{toc}{\contentsline {subsection}{\numberline {2.5}Example of Jacobian calculation}{15}{subsection.2.5}} +\newlabel{example-of-jacobian-calculation}{{2.5}{15}{Example of Jacobian calculation}{subsection.2.5}{}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {2.5.1}Nonlinear springs supporting two masses in series}{15}{subsubsection.2.5.1}} +\newlabel{nonlinear-springs-supporting-two-masses-in-series}{{2.5.1}{15}{Nonlinear springs supporting two masses in series}{subsubsection.2.5.1}{}} diff --git a/lecture_13/lecture_13.ipynb b/lecture_13/lecture_13.ipynb index 34a39e5..913f44f 100644 --- a/lecture_13/lecture_13.ipynb +++ b/lecture_13/lecture_13.ipynb @@ -68,6 +68,24 @@ " " ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Markdown examples\n", + "\n", + "` \" ' ` `\n", + "\n", + "```matlab\n", + "x=linspace(0,1);\n", + "y=x.^2;\n", + "plot(x,y)\n", + "for i = 1:10\n", + " fprintf('markdown is pretty')\n", + "end\n", + "```" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -82,7 +100,7 @@ "\n", "For a matrix, A, the same norm is called the Frobenius norm:\n", "\n", - "$||A||_{f}=\\sqrt{\\sum_{i=1}^{n}\\sum_{i=1}^{m}A_{i,j}^{2}}$\n", + "$||A||_{f}=\\sqrt{\\sum_{i=1}^{n}\\sum_{j=1}^{m}A_{i,j}^{2}}$\n", "\n", "In general we can calculate any $p$-norm where\n", "\n", @@ -115,7 +133,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 7, "metadata": { "collapsed": false }, @@ -166,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 8, "metadata": { "collapsed": false }, @@ -195,7 +213,7 @@ "d1=L\\[1;0;0];\n", "d2=L\\[0;1;0];\n", "d3=L\\[0;0;1];\n", - "invA(:,1)=U\\d1;\n", + "invA(:,1)=U\\d1; % shortcut invA(:,1)=A\\[1;0;0]\n", "invA(:,2)=U\\d2;\n", "invA(:,3)=U\\d3\n", "invA*A" @@ -210,7 +228,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 9, "metadata": { "collapsed": false }, @@ -299,7 +317,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 10, "metadata": { "collapsed": false }, @@ -341,7 +359,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 11, "metadata": { "collapsed": false }, @@ -391,6 +409,15 @@ "max(e)/min(e)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## P=2 norm is ratio of biggest eigenvalue to smallest eigenvalue!\n", + "\n", + "no need to calculate the inv(K)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -418,7 +445,7 @@ "-19.3 \\\\\n", "71.4\\end{array} \\right]$\n", "\n", - "$x_{1}=\\frac{7.85+0.1x_{2}+0.3x_{3}}{3}$\n", + "$x_{1}=\\frac{7.85+0.1x_{2}+0.2x_{3}}{3}$\n", "\n", "$x_{2}=\\frac{-19.3-0.1x_{1}+0.3x_{3}}{7}$\n", "\n", @@ -427,7 +454,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 12, "metadata": { "collapsed": false }, @@ -511,9 +538,9 @@ "-19.3/7 \\\\\n", "71.4/10\\end{array} \\right]-\n", "\\left[ \\begin{array}{ccc}\n", - "0 & -0.1 & -0.2 \\\\\n", - "0.1 & 0 & -0.3 \\\\\n", - "0.3 & -0.2 & 0 \\end{array} \\right]\n", + "0 & 0.1/3 & 0.2/3 \\\\\n", + "0.1/7 & 0 & -0.3/7 \\\\\n", + "0.3/10 & -0.2/10 & 0 \\end{array} \\right]\n", "\\left[ \\begin{array}{c}\n", "x_{1}^{i-1} \\\\\n", "x_{2}^{i-1} \\\\\n", @@ -528,7 +555,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": { "collapsed": false }, @@ -637,7 +664,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 15, "metadata": { "collapsed": false }, @@ -675,7 +702,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 16, "metadata": { "collapsed": false }, @@ -754,7 +781,7 @@ }, { "cell_type": "code", - "execution_count": 105, + "execution_count": 17, "metadata": { "collapsed": false }, @@ -1028,7 +1055,7 @@ }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 19, "metadata": { "collapsed": false }, @@ -1075,86 +1102,96 @@ "\n", "\n", "\t\n", - "\t\t\n", + "\t\t\n", "\t\n", "\n", "\n", "\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t0\n", "\t\n", "\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t5\n", "\t\n", "\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t10\n", "\t\n", "\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t15\n", "\t\n", "\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t20\n", "\t\n", "\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t0\n", "\t\n", "\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t1\n", "\t\n", "\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t2\n", "\t\n", "\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t3\n", "\t\n", "\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t4\n", "\t\n", "\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t5\n", "\t\n", "\n", "\n", "\n", "\n", - "\t\n", + "\t\n", + "\n", + "\t\n", + "\t\tx2\n", + "\t\n", + "\n", + "\n", + "\t\n", + "\t\tx1\n", + "\t\n", + "\n", "\n", "\n", "\tgnuplot_plot_1a\n", - "\n", + "\n", "\n", "\n", - "\t\n", + "\t\n", "\t\n", "\tgnuplot_plot_2a\n", "\n", - "\t\n", + "\t\n", "\t\n", "\tgnuplot_plot_3a\n", "\n", "\t \n", - "\t\n", + "\t\n", "\n", "\t\n", "\n", @@ -1186,7 +1223,9 @@ "plot(x11,x12,x21,x22)\n", "% Solution at x_1=2, x_2=3\n", "hold on;\n", - "plot(2,3,'o')" + "plot(2,3,'o')\n", + "xlabel('x_1')\n", + "ylabel('x_2')" ] }, { @@ -1240,10 +1279,10 @@ "\\vdots \\\\\n", "x_{i+1}\\end{array} \\right]-\n", "\\left[ \\begin{array}{c}\n", - "f_{1,i} \\\\\n", - "f_{2,i} \\\\\n", + "x_{1,i} \\\\\n", + "x_{2,i} \\\\\n", "\\vdots \\\\\n", - "f_{n,i}\\end{array} \\right]\\right)$\n", + "x_{n,i}\\end{array} \\right]\\right)$\n", "\n", "### Solution is again in the form Ax=b\n", "\n", @@ -1257,7 +1296,7 @@ "\n", "### Nonlinear springs supporting two masses in series\n", "\n", - "Two springs are connected to two masses, with $m_1$=1 kg and $m_{2}$=2 kg. The springs are identical, but they have nonlinear spring constants, of $k_1$=10 N/m and $k_2$=-4 N/m\n", + "Two springs are connected to two masses, with $m_1$=1 kg and $m_{2}$=2 kg. The springs are identical, but they have nonlinear spring constants, of $k_1$=100 N/m and $k_2$=-10 N/m\n", "\n", "We want to solve for the final position of the masses ($x_1$ and $x_2$)\n", "\n", @@ -1272,8 +1311,7 @@ "$J(2,1)=\\frac{\\partial f_2}{\\partial x_{1}}=k_{1}+2k_{2}(x_{2}-x_{1})$\n", "\n", "$J(2,2)=\\frac{\\partial f_2}{\\partial x_{2}}=-k_{1}-2k_{2}(x_{2}-x_{1})$\n", - "\n", - "Use an initial guess of $x_1=x_2=0$\n" + "\n" ] }, { @@ -1286,13 +1324,13 @@ "source": [ "m1=1; % kg \n", "m2=2; % kg\n", - "k1=10; % N/m\n", - "k2=-4; % N/m^2" + "k1=100; % N/m\n", + "k2=-10; % N/m^2" ] }, { "cell_type": "code", - "execution_count": 214, + "execution_count": 20, "metadata": { "collapsed": false }, @@ -1318,7 +1356,7 @@ }, { "cell_type": "code", - "execution_count": 217, + "execution_count": 21, "metadata": { "collapsed": false }, @@ -1346,7 +1384,7 @@ }, { "cell_type": "code", - "execution_count": 227, + "execution_count": 22, "metadata": { "collapsed": false }, @@ -1430,7 +1468,7 @@ }, { "cell_type": "code", - "execution_count": 228, + "execution_count": 23, "metadata": { "collapsed": false }, @@ -1459,7 +1497,7 @@ }, { "cell_type": "code", - "execution_count": 236, + "execution_count": 26, "metadata": { "collapsed": false }, @@ -1505,4046 +1543,3710 @@ "\n", "\n", "\n", - "\t\n", - "\t\t\n", - "\t\n", "\n", "\n", "\n", "\n", "\n", - "\n", - "\t\n", "\tgnuplot_plot_1a\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\t\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", + "\n", "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.2\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.4\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.6\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.8\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t1\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.2\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.4\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.6\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.8\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t1\n", - "\t\n", - "\n", - "\n", - "\t\n", - "\t\tx2\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\n", - "\tgnuplot_plot_1b\n", - "\n", - "\n", - "\n", - ";\n", - "\n", - "\t\n", - "\n", - "\n", - "\n", - "\t\t\n", - "\t\t-150\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t-100\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t-50\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t0\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t50\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t100\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\n", - "\n", - "" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/svg+xml": [ - "\n", - "\n", - "Gnuplot\n", - "Produced by GNUPLOT 5.0 patchlevel 3 \n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t \n", - "\t \n", - "\t\n", - "\t\n", - "\t \n", - "\t \n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\tgnuplot_plot_1a\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\t\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\t\n", + "\tgnuplot_plot_2a\n", + "\n", "\n", - "\n", - "\t\t\n", - "\t\t\n", "\t\n", + "\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t0\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t2\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t4\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t6\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t8\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t10\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\n", + "\t\tx1\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t0\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t2\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t4\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t6\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t8\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t10\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\n", + "\t\tx2\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t-500\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t0\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t500\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t1000\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t1500\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t2000\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t2500\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", + "\t\n", + "\n", "\n", - "\n", - "\t\t\n", - "\t\t\n", + "\n", + "\t\n", + "\t\t\n", "\t\n", "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", + "\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", + "\tgnuplot_plot_1b\n", + "\n", "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", + "\n", + ";\n", "\n", - "\n", - "\t\t\n", - "\t\t\n", "\t\n", + "\n", "\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t0\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t500\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t1000\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t1500\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t2000\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", + "\n", "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", + "\n", "\n", - "\n", - "\t\t\n", - "\t\t\n", - "\t\n", + "\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "Gnuplot\n", + "Produced by GNUPLOT 5.0 patchlevel 3 \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t \n", + "\t \n", + "\t\n", + "\t\n", + "\t \n", + "\t \n", + "\t\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", "\n", "\n", - "\t\t\n", - "\t\t\n", + "\n", + "\tgnuplot_plot_1a\n", + "\n", + "\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\t\n", + "\tgnuplot_plot_2a\n", + "\n", "\n", - "\n", - "\t\t\n", - "\t\t\n", "\t\n", + "\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t0\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t2\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t4\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t6\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t8\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t10\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\n", + "\t\tx1\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", - "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t0\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t2\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t4\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t6\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t\n", + "\t\t\n", + "\t\t8\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t\n", - "\t\n", "\n", + "\n", + "\t\n", "\n", - "\t\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0\n", + "\t\t\n", + "\t\t10\n", "\t\n", "\n", "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.2\n", + "\t\n", + "\t\tx2\n", "\t\n", "\n", "\n", "\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.4\n", + "\t\t\n", + "\t\t-2000\n", "\t\n", "\n", "\n", "\n", "\n", - "\t\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t0.6\n", + "\t\t\n", + "\t\t-1500\n", "\t\n", "\n", "\n", "\n", "\n", - "\t\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t0.8\n", + "\t\t\n", + "\t\t-1000\n", "\t\n", "\n", "\n", "\n", "\n", - "\t\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t1\n", + "\t\t\n", + "\t\t-500\n", "\t\n", "\n", "\n", "\n", "\n", - "\n", - "\n", - "\t\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t0\n", "\t\n", "\n", "\n", "\n", "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.2\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.4\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.6\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\t\t\n", - "\t\t0.8\n", - "\t\n", - "\n", - "\n", - "\n", - "\n", - "\t\n", + "\t\n", + "\n", + "\t\n", + "\n", + "\t\n", "\n", - "\t\t\n", - "\t\t1\n", + "\t\t\n", + "\t\t500\n", "\t\n", "\n", "\n", - "\t\n", - "\t\tx2\n", - "\t\n", "\n", "\n", - "\n", - "\n", + "\t\n", + "\n", "\n", "\n", "\t\n", - "\t\t\n", + "\t\t\n", "\t\n", "\n", "\n", "\n", "\n", - "\t\n", + "\t\n", "\n", "\n", "\tgnuplot_plot_1b\n", "\n", "\n", "\n", - ";\n", + ";\n", "\n", "\t\n", "\n", "\n", "\n", - "\t\t\n", - "\t\t-150\n", + "\t\t\n", + "\t\t-1500\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t-100\n", + "\t\t\n", + "\t\t-1000\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t-50\n", + "\t\t\n", + "\t\t-500\n", "\t\n", "\n", "\n", - "\t\t\n", + "\t\t\n", "\t\t0\n", "\t\n", "\n", "\n", - "\t\t\n", - "\t\t50\n", - "\t\n", - "\n", - "\n", - "\t\t\n", - "\t\t100\n", - "\t\n", - "\n", - "\n", "\n", "\n", "\n", @@ -5553,7 +5255,7 @@ "\n", "\n", "\n", - "\t\n", + "\t\n", "\n", "\n", "\n", @@ -5568,21 +5270,22 @@ } ], "source": [ - "[X,Y]=meshgrid(linspace(0,1,20),linspace(0,1,20));\n", + "[X,Y]=meshgrid(linspace(0,10,20),linspace(0,10,20));\n", "[N,M]=size(X);\n", "F=zeros(size(X));\n", "for i=1:N\n", " for j=1:M\n", " [f,~]=mass_spring([X(i,j),Y(i,j)]);\n", - " F(i,j)=f(1);\n", + " F1(i,j)=f(1);\n", + " F2(i,j)=f(2);\n", " end\n", "end\n", - "pcolor(X,Y,F)\n", + "mesh(X,Y,F1)\n", "xlabel('x_1')\n", "ylabel('x_2')\n", "colorbar()\n", "figure()\n", - "pcolor(X,Y,F)\n", + "mesh(X,Y,F2)\n", "xlabel('x_1')\n", "ylabel('x_2')\n", "colorbar()" diff --git a/lecture_13/lecture_13.log b/lecture_13/lecture_13.log index bb369ae..a86b4c3 100644 --- a/lecture_13/lecture_13.log +++ b/lecture_13/lecture_13.log @@ -1,4 +1,4 @@ -This is pdfTeX, Version 3.14159265-2.6-1.40.16 (TeX Live 2015/Debian) (preloaded format=pdflatex 2017.1.11) 2 MAR 2017 09:22 +This is pdfTeX, Version 3.14159265-2.6-1.40.16 (TeX Live 2015/Debian) (preloaded format=pdflatex 2017.1.11) 2 MAR 2017 11:41 entering extended mode restricted \write18 enabled. %&-line parsing enabled. @@ -737,138 +737,138 @@ File: t1cmtt.fd 2014/09/29 v2.5h Standard LaTeX font definitions LaTeX Font Info: Font shape `T1/ppl/bx/n' in size <12> not available (Font) Font shape `T1/ppl/b/n' tried instead on input line 288. - + File: efficient_soln.png Graphic file (type png) Package pdftex.def Info: efficient_soln.png used on input line 292. (pdftex.def) Requested size: 375.80544pt x 201.02519pt. LaTeX Font Info: Font shape `U/msa/m/n' will be -(Font) scaled to size 11.40997pt on input line 296. +(Font) scaled to size 11.40997pt on input line 297. LaTeX Font Info: Font shape `U/msa/m/n' will be -(Font) scaled to size 8.33606pt on input line 296. +(Font) scaled to size 8.33606pt on input line 297. LaTeX Font Info: Font shape `U/msa/m/n' will be -(Font) scaled to size 6.25204pt on input line 296. +(Font) scaled to size 6.25204pt on input line 297. LaTeX Font Info: Font shape `U/msb/m/n' will be -(Font) scaled to size 11.40997pt on input line 296. +(Font) scaled to size 11.40997pt on input line 297. LaTeX Font Info: Font shape `U/msb/m/n' will be -(Font) scaled to size 8.33606pt on input line 296. +(Font) scaled to size 8.33606pt on input line 297. LaTeX Font Info: Font shape `U/msb/m/n' will be -(Font) scaled to size 6.25204pt on input line 296. +(Font) scaled to size 6.25204pt on input line 297. - + File: norm_A.png Graphic file (type png) -Package pdftex.def Info: norm_A.png used on input line 303. +Package pdftex.def Info: norm_A.png used on input line 305. (pdftex.def) Requested size: 375.80544pt x 177.55602pt. [1 {/var/lib/texmf/fonts/map/pdftex/updmap/pdftex.map} <./efficient_soln.png>] -Underfull \hbox (badness 10000) in paragraph at lines 341--343 +Underfull \hbox (badness 10000) in paragraph at lines 343--345 []\T1/ppl/m/n/10.95 -[][]Installing Python and Jupyter Note-book (via Ana-conda ) - [] -Underfull \hbox (badness 1681) in paragraph at lines 344--347 +Underfull \hbox (badness 1681) in paragraph at lines 346--349 []\T1/ppl/m/n/10.95 -[][]Running Mat-lab ker-nel in Jupyter - https://anneurai. net/2015/11/12/matlab-based- [] -LaTeX Font Info: Font shape `T1/ppl/bx/n' in size <10.95> not available -(Font) Font shape `T1/ppl/b/n' tried instead on input line 356. -LaTeX Font Info: Font shape `T1/ppl/bx/it' in size <10.95> not available -(Font) Font shape `T1/ppl/b/it' tried instead on input line 356. -[2 <./norm_A.png>] [3] -LaTeX Font Info: Try loading font information for TS1+cmtt on input line 467 +LaTeX Font Info: Font shape `T1/ppl/bx/n' in size <14.4> not available +(Font) Font shape `T1/ppl/b/n' tried instead on input line 354. +LaTeX Font Info: Try loading font information for TS1+cmtt on input line 356 . - (/usr/share/texlive/texmf-dist/tex/latex/base/ts1cmtt.fd +(/usr/share/texlive/texmf-dist/tex/latex/base/ts1cmtt.fd File: ts1cmtt.fd 2014/09/29 v2.5h Standard LaTeX font definitions -) [4] <../lecture_09/mass_springs.png, id=114, 112.42pt x 190.7125pt> +) +LaTeX Font Info: Font shape `T1/ppl/bx/n' in size <10.95> not available +(Font) Font shape `T1/ppl/b/n' tried instead on input line 373. +LaTeX Font Info: Font shape `T1/ppl/bx/it' in size <10.95> not available +(Font) Font shape `T1/ppl/b/it' tried instead on input line 373. + [2 <./norm_A.png>] +[3] [4] <../lecture_09/mass_springs.png, id=122, 112.42pt x 190.7125pt> File: ../lecture_09/mass_springs.png Graphic file (type png) -Package pdftex.def Info: ../lecture_09/mass_springs.png used on input line 506. +Package pdftex.def Info: ../lecture_09/mass_springs.png used on input line 523. (pdftex.def) Requested size: 89.93611pt x 152.576pt. [5 <../lecture_09/mass_springs.png>] -LaTeX Font Info: Font shape `T1/ppl/bx/n' in size <14.4> not available -(Font) Font shape `T1/ppl/b/n' tried instead on input line 589. - [6] [7] [8] [9] [10] LaTeX Font Info: Font shape `T1/cmtt/bx/n' in size <10.95> not available -(Font) Font shape `T1/cmtt/m/n' tried instead on input line 911. - - -File: lecture_13_files/lecture_13_22_1.pdf Graphic file (type pdf) +(Font) Font shape `T1/cmtt/m/n' tried instead on input line 933. + [11] + +File: lecture_13_files/lecture_13_24_1.pdf Graphic file (type pdf) - -Package pdftex.def Info: lecture_13_files/lecture_13_22_1.pdf used on input lin -e 935. + +Package pdftex.def Info: lecture_13_files/lecture_13_24_1.pdf used on input lin +e 957. (pdftex.def) Requested size: 449.6789pt x 337.25917pt. - [11] -Underfull \hbox (badness 10000) in paragraph at lines 937--938 + +Underfull \hbox (badness 10000) in paragraph at lines 959--960 [] -[12 <./lecture_13_files/lecture_13_22_1.pdf>] - -File: lecture_13_files/lecture_13_27_0.pdf Graphic file (type pdf) +[12 <./lecture_13_files/lecture_13_24_1.pdf>] [13] + +File: lecture_13_files/lecture_13_29_0.pdf Graphic file (type pdf) - -Package pdftex.def Info: lecture_13_files/lecture_13_27_0.pdf used on input lin -e 1021. + +Package pdftex.def Info: lecture_13_files/lecture_13_29_0.pdf used on input lin +e 1045. (pdftex.def) Requested size: 449.6789pt x 337.25917pt. - [13] -Underfull \hbox (badness 10000) in paragraph at lines 1023--1024 + +Underfull \hbox (badness 10000) in paragraph at lines 1047--1048 [] -[14 <./lecture_13_files/lecture_13_27_0.pdf>] [15] [16] [17] - -File: lecture_13_files/lecture_13_34_0.pdf Graphic file (type pdf) +[14 <./lecture_13_files/lecture_13_29_0.pdf>] [15] [16] [17] + +File: lecture_13_files/lecture_13_36_0.pdf Graphic file (type pdf) - -Package pdftex.def Info: lecture_13_files/lecture_13_34_0.pdf used on input lin -e 1237. + +Package pdftex.def Info: lecture_13_files/lecture_13_36_0.pdf used on input lin +e 1260. (pdftex.def) Requested size: 449.6789pt x 337.25917pt. - -Underfull \hbox (badness 10000) in paragraph at lines 1239--1240 + [18] +Underfull \hbox (badness 10000) in paragraph at lines 1262--1263 [] - -File: lecture_13_files/lecture_13_34_1.pdf Graphic file (type pdf) + +File: lecture_13_files/lecture_13_36_1.pdf Graphic file (type pdf) - -Package pdftex.def Info: lecture_13_files/lecture_13_34_1.pdf used on input lin -e 1242. + +Package pdftex.def Info: lecture_13_files/lecture_13_36_1.pdf used on input lin +e 1265. (pdftex.def) Requested size: 449.6789pt x 337.25917pt. - [18 <./lecture_13_files/lecture_13_34_0.pdf>] -Underfull \hbox (badness 10000) in paragraph at lines 1244--1245 + [19 <./lecture_13_files/lecture_13_36_0.pdf>] +Underfull \hbox (badness 10000) in paragraph at lines 1267--1268 [] -Package atveryend Info: Empty hook `BeforeClearDocument' on input line 1255. -[19 <./lecture_13_files/lecture_13_34_1.pdf>] -Package atveryend Info: Empty hook `AfterLastShipout' on input line 1255. +Package atveryend Info: Empty hook `BeforeClearDocument' on input line 1278. +[20 <./lecture_13_files/lecture_13_36_1.pdf>] +Package atveryend Info: Empty hook `AfterLastShipout' on input line 1278. (./lecture_13.aux) -Package atveryend Info: Executing hook `AtVeryEndDocument' on input line 1255. -Package atveryend Info: Executing hook `AtEndAfterFileList' on input line 1255. +Package atveryend Info: Executing hook `AtVeryEndDocument' on input line 1278. +Package atveryend Info: Executing hook `AtEndAfterFileList' on input line 1278. Package rerunfilecheck Info: File `lecture_13.out' has not changed. -(rerunfilecheck) Checksum: 3327085CC63CD3D2D32FC014A9388EB9;1247. -Package atveryend Info: Empty hook `AtVeryVeryEnd' on input line 1255. +(rerunfilecheck) Checksum: 5887D69934ACBC48543EBFE830C6564B;1422. +Package atveryend Info: Empty hook `AtVeryVeryEnd' on input line 1278. ) Here is how much of TeX's memory you used: - 11003 strings out of 493029 - 164927 string characters out of 6136234 - 273636 words of memory out of 5000000 - 14260 multiletter control sequences out of 15000+600000 + 11009 strings out of 493029 + 165053 string characters out of 6136234 + 275769 words of memory out of 5000000 + 14263 multiletter control sequences out of 15000+600000 39435 words of font info for 100 fonts, out of 8000000 for 9000 1141 hyphenation exceptions out of 8191 - 36i,10n,77p,867b,465s stack positions out of 5000i,500n,10000p,200000b,80000s -{/usr/share/texmf/fonts/enc/dvips/cm-super/cm-super-ts1.enc}{/usr/share/texli -ve/texmf-dist/fonts/enc/dvips/base/8r.enc}{/usr/share/texmf/fonts/enc/dvips/cm- + 36i,10n,77p,878b,465s stack positions out of 5000i,500n,10000p,200000b,80000s +{/usr/share/texlive/texmf-dist/fonts/enc/dvips/base/8r.enc}{/usr/share/texmf/ +fonts/enc/dvips/cm-super/cm-super-ts1.enc}{/usr/share/texmf/fonts/enc/dvips/cm- super/cm-super-t1.enc} -Output written on lecture_13.pdf (19 pages, 265779 bytes). +Output written on lecture_13.pdf (20 pages, 274185 bytes). PDF statistics: - 281 PDF objects out of 1000 (max. 8388607) - 225 compressed objects within 3 object streams - 46 named destinations out of 1000 (max. 500000) - 164 words of extra memory for PDF output out of 10000 (max. 10000000) + 294 PDF objects out of 1000 (max. 8388607) + 237 compressed objects within 3 object streams + 49 named destinations out of 1000 (max. 500000) + 180 words of extra memory for PDF output out of 10000 (max. 10000000) diff --git a/lecture_13/lecture_13.md b/lecture_13/lecture_13.md index 914980b..88716ad 100644 --- a/lecture_13/lecture_13.md +++ b/lecture_13/lecture_13.md @@ -50,6 +50,19 @@ setdefaults +# Markdown examples + +` " ' ` ` + +```matlab +x=linspace(0,1); +y=x.^2; +plot(x,y) +for i = 1:10 + fprintf('markdown is pretty') +end +``` + ## Condition of a matrix ### *just checked in to see what condition my condition was in* ### Matrix norms @@ -60,7 +73,7 @@ $||x||_{e}=\sqrt{\sum_{i=1}^{n}x_{i}^{2}}$ For a matrix, A, the same norm is called the Frobenius norm: -$||A||_{f}=\sqrt{\sum_{i=1}^{n}\sum_{i=1}^{m}A_{i,j}^{2}}$ +$||A||_{f}=\sqrt{\sum_{i=1}^{n}\sum_{j=1}^{m}A_{i,j}^{2}}$ In general we can calculate any $p$-norm where @@ -130,7 +143,7 @@ invA=zeros(3,3); d1=L\[1;0;0]; d2=L\[0;1;0]; d3=L\[0;0;1]; -invA(:,1)=U\d1; +invA(:,1)=U\d1; % shortcut invA(:,1)=A\[1;0;0] invA(:,2)=U\d2; invA(:,3)=U\d3 invA*A @@ -285,6 +298,10 @@ max(e)/min(e) ans = 2.5293e+05 +## P=2 norm is ratio of biggest eigenvalue to smallest eigenvalue! + +no need to calculate the inv(K) + # Iterative Methods ## Gauss-Seidel method @@ -308,7 +325,7 @@ x_{3} \end{array} \right]= -19.3 \\ 71.4\end{array} \right]$ -$x_{1}=\frac{7.85+0.1x_{2}+0.3x_{3}}{3}$ +$x_{1}=\frac{7.85+0.1x_{2}+0.2x_{3}}{3}$ $x_{2}=\frac{-19.3-0.1x_{1}+0.3x_{3}}{7}$ @@ -383,9 +400,9 @@ x_{3}^{i} \end{array} \right]= -19.3/7 \\ 71.4/10\end{array} \right]- \left[ \begin{array}{ccc} -0 & -0.1 & -0.2 \\ -0.1 & 0 & -0.3 \\ -0.3 & -0.2 & 0 \end{array} \right] +0 & 0.1/3 & 0.2/3 \\ +0.1/7 & 0 & -0.3/7 \\ +0.3/10 & -0.2/10 & 0 \end{array} \right] \left[ \begin{array}{c} x_{1}^{i-1} \\ x_{2}^{i-1} \\ @@ -600,7 +617,7 @@ plot([1:100]*2/100,iters) -![svg](lecture_13_files/lecture_13_22_1.svg) +![svg](lecture_13_files/lecture_13_24_1.svg) @@ -682,10 +699,12 @@ plot(x11,x12,x21,x22) % Solution at x_1=2, x_2=3 hold on; plot(2,3,'o') +xlabel('x_1') +ylabel('x_2') ``` -![svg](lecture_13_files/lecture_13_27_0.svg) +![svg](lecture_13_files/lecture_13_29_0.svg) ## Newton-Raphson part II @@ -735,10 +754,10 @@ x_{i+1} \\ \vdots \\ x_{i+1}\end{array} \right]- \left[ \begin{array}{c} -f_{1,i} \\ -f_{2,i} \\ +x_{1,i} \\ +x_{2,i} \\ \vdots \\ -f_{n,i}\end{array} \right]\right)$ +x_{n,i}\end{array} \right]\right)$ ### Solution is again in the form Ax=b @@ -752,7 +771,7 @@ $[x_{i+1}]= [x_{i}]-[J]^{-1}[f]$ ### Nonlinear springs supporting two masses in series -Two springs are connected to two masses, with $m_1$=1 kg and $m_{2}$=2 kg. The springs are identical, but they have nonlinear spring constants, of $k_1$=10 N/m and $k_2$=-4 N/m +Two springs are connected to two masses, with $m_1$=1 kg and $m_{2}$=2 kg. The springs are identical, but they have nonlinear spring constants, of $k_1$=100 N/m and $k_2$=-10 N/m We want to solve for the final position of the masses ($x_1$ and $x_2$) @@ -768,15 +787,14 @@ $J(2,1)=\frac{\partial f_2}{\partial x_{1}}=k_{1}+2k_{2}(x_{2}-x_{1})$ $J(2,2)=\frac{\partial f_2}{\partial x_{2}}=-k_{1}-2k_{2}(x_{2}-x_{1})$ -Use an initial guess of $x_1=x_2=0$ ```octave m1=1; % kg m2=2; % kg -k1=10; % N/m -k2=-4; % N/m^2 +k1=100; % N/m +k2=-10; % N/m^2 ``` @@ -909,32 +927,33 @@ X0=fsolve(@(x) mass_spring(x),[3;5]) ```octave -[X,Y]=meshgrid(linspace(0,1,20),linspace(0,1,20)); +[X,Y]=meshgrid(linspace(0,10,20),linspace(0,10,20)); [N,M]=size(X); F=zeros(size(X)); for i=1:N for j=1:M [f,~]=mass_spring([X(i,j),Y(i,j)]); - F(i,j)=f(1); + F1(i,j)=f(1); + F2(i,j)=f(2); end end -pcolor(X,Y,F) +mesh(X,Y,F1) xlabel('x_1') ylabel('x_2') colorbar() figure() -pcolor(X,Y,F) +mesh(X,Y,F2) xlabel('x_1') ylabel('x_2') colorbar() ``` -![svg](lecture_13_files/lecture_13_34_0.svg) +![svg](lecture_13_files/lecture_13_36_0.svg) -![svg](lecture_13_files/lecture_13_34_1.svg) +![svg](lecture_13_files/lecture_13_36_1.svg) diff --git a/lecture_13/lecture_13.out b/lecture_13/lecture_13.out index edec246..f10cd22 100644 --- a/lecture_13/lecture_13.out +++ b/lecture_13/lecture_13.out @@ -1,16 +1,18 @@ \BOOKMARK [2][-]{subsection.0.1}{My question from last class}{}% 1 \BOOKMARK [2][-]{subsection.0.2}{Your questions from last class}{}% 2 -\BOOKMARK [2][-]{subsection.0.3}{Condition of a matrix}{}% 3 -\BOOKMARK [3][-]{subsubsection.0.3.1}{just checked in to see what condition my condition was in}{subsection.0.3}% 4 -\BOOKMARK [3][-]{subsubsection.0.3.2}{Matrix norms}{subsection.0.3}% 5 -\BOOKMARK [3][-]{subsubsection.0.3.3}{Condition of Matrix}{subsection.0.3}% 6 -\BOOKMARK [1][-]{section.1}{Iterative Methods}{}% 7 -\BOOKMARK [2][-]{subsection.1.1}{Gauss-Seidel method}{section.1}% 8 -\BOOKMARK [3][-]{subsubsection.1.1.1}{Gauss-Seidel Iterative approach}{subsection.1.1}% 9 -\BOOKMARK [3][-]{subsubsection.1.1.2}{Jacobi method}{subsection.1.1}% 10 -\BOOKMARK [2][-]{subsection.1.2}{Gauss-Seidel with Relaxation}{section.1}% 11 -\BOOKMARK [2][-]{subsection.1.3}{Nonlinear Systems}{section.1}% 12 -\BOOKMARK [2][-]{subsection.1.4}{Newton-Raphson part II}{section.1}% 13 -\BOOKMARK [3][-]{subsubsection.1.4.1}{Solution is again in the form Ax=b}{subsection.1.4}% 14 -\BOOKMARK [2][-]{subsection.1.5}{Example of Jacobian calculation}{section.1}% 15 -\BOOKMARK [3][-]{subsubsection.1.5.1}{Nonlinear springs supporting two masses in series}{subsection.1.5}% 16 +\BOOKMARK [1][-]{section.1}{Markdown examples}{}% 3 +\BOOKMARK [2][-]{subsection.1.1}{Condition of a matrix}{section.1}% 4 +\BOOKMARK [3][-]{subsubsection.1.1.1}{just checked in to see what condition my condition was in}{subsection.1.1}% 5 +\BOOKMARK [3][-]{subsubsection.1.1.2}{Matrix norms}{subsection.1.1}% 6 +\BOOKMARK [3][-]{subsubsection.1.1.3}{Condition of Matrix}{subsection.1.1}% 7 +\BOOKMARK [2][-]{subsection.1.2}{P=2 norm is ratio of biggest eigenvalue to smallest eigenvalue!}{section.1}% 8 +\BOOKMARK [1][-]{section.2}{Iterative Methods}{}% 9 +\BOOKMARK [2][-]{subsection.2.1}{Gauss-Seidel method}{section.2}% 10 +\BOOKMARK [3][-]{subsubsection.2.1.1}{Gauss-Seidel Iterative approach}{subsection.2.1}% 11 +\BOOKMARK [3][-]{subsubsection.2.1.2}{Jacobi method}{subsection.2.1}% 12 +\BOOKMARK [2][-]{subsection.2.2}{Gauss-Seidel with Relaxation}{section.2}% 13 +\BOOKMARK [2][-]{subsection.2.3}{Nonlinear Systems}{section.2}% 14 +\BOOKMARK [2][-]{subsection.2.4}{Newton-Raphson part II}{section.2}% 15 +\BOOKMARK [3][-]{subsubsection.2.4.1}{Solution is again in the form Ax=b}{subsection.2.4}% 16 +\BOOKMARK [2][-]{subsection.2.5}{Example of Jacobian calculation}{section.2}% 17 +\BOOKMARK [3][-]{subsubsection.2.5.1}{Nonlinear springs supporting two masses in series}{subsection.2.5}% 18 diff --git a/lecture_13/lecture_13.pdf b/lecture_13/lecture_13.pdf index fad59c8ae70f03d44132fd2f07055c8c95179ded..5a45770ff8a70f68428d2e67a511c44f14cb47e3 100644 GIT binary patch delta 145477 zcmZs?Qr2*us>o{z(qxrwo?Y%2w zM^NdD>R2Pgb+uRq+S`~LB3^AUVVJymLT@I^tzZJtpS1Q z&(4{S97h8|U|Be3o&=Pl88?GnSU;OVsK{ELv(AXVsKhb1NlEPxQaI3n_^UO&96P`e zzP#RL2Igxt{RJ!=12YD3O)zP014ki|ae~GuTKa3D?}0d`&#~gEI|Kn_>eq z$rYOm)YZsM=Py#6QSlJZagncg zVQR$=j|d(}g-sXPhRB!Cps#AHhK1O=o{_IRYl7Hs@R3KgS&uc(fj7lPILh~yGmCX3 zMBTElhM)Co+)lLk{}${-KTkN^#71@jX@)MpzYBo&wqxBIsJ1b@%Z6dyegqnDa)o%Z z^_X<->jQLs!lN4*!j&QQh4y=CL*5~T_&)oy4Xf1r95)w|UYz|FbjS(E#|^5I#VYn= zIR>5(A2N)y7l*itB!o}{kZ{4ACZ;?REeaX}xdqxAl%jXW)E~ZfC{xO!PZdsbHfcqq z)(+cp?>5v5w!eNix2suWwzhI#%Mj3ik-ce;2LZZdy+b{3lZ5|tC+pN+Jc}jaA%uI$ zlUQD7cwcnFq|s0>30y-IYOGaBm$og&t4JVwyG- z2X#;Z#me0A9nH>_yYR%(?Eb4JJ(CZG3Oz_PB7=B4bzw@19}`Rdq0Ni*niH>4?hm7&c6~W#>WQ7|-{CLqJ9YaVRSdlm zO*vwTV*EjYb@E4ki$}hG$yki`nwW_dF&sAQ# zZza~NO#$-)(YNS`J;jF+G**^B-ux;eV)Wy}=%*gIPr~kN{gY$p9PwONC!o<|%+|gQzy3r{iiu3b7ON*WR`p8xXOh7SPSCJyrFBi?_?Pp1^5i=`?n$0iSn@zJu@*^~)&qxke`)%G0U`7wPvFx?SOFn)ON8)%5_ z@A7V)wD{VdT*}GCLZuJTC&e55Okc=l+%zZ^~U%|!XOXyqxh&>S#bXn)Z5Wv5?Elll5e zkWmlGex7Kzs=w5)$x`ai%iT>d2M+2To`^hTM@% zMHa*uO4ClT9xH<*m9G4*Ph?bI5&n_n!u|`c#>entJJ&^LsO#1%sY#Uc76gDr^^Bqe zk(unI0CKjH{pd0V=+iz}jRC&|evFLD?J#%gk{jhng>k9$OJ*SV!U#@fNQ!8i3@+IBgBPm< z-0x_)_|ow_+^@W`HQSoI8VLOuMs&W299cXQVB-{eakeX`lr5((rAU%}1gf-=wmszN)Eyo6UinU-DDH?Gzjza4pMd~2hG zv<)w{R>*J3*nyCHzhyB&rjjSai5&*^G59(ZKmSaAj7cwxaou{px{Gkes$!cpTKY+F8ys?Zjt}L_ z`);mxoYmDZyU>UyL_3pjOC<)uIi4n#?9w6jVD^Ln2vN$|XxIE_XNxB-bGD+>Pi#DE zvX2?n#8eo8@fxi#@0j=K6KHx0AMKNnOo0io_=iW{!5lORUxKGKmnwHC(iIy~$GVqY zoWw^j(7i{5W!C40QJiR>6V=dyfsMz0cF2dv2l#{)Uf2;tLvj~TfsI_x^L@uxCDjrIYMXiU!D3hLeUUa!Q~&4uRq%W zl!D}h;{f-x@;HrvAROB(^I-Ou=D4t{c&nsEoy>Sbp{2>bq1LleMZnZsUU?0kRO(DK1+%@g{T3zDJKfFTbsBLS;_eY21)i z^V?gtdj-t0ZU0=DZ!8h$n+y^?qsi6*6dL@wr`z%9s(w=6=gCIcDXOGbh%}Oxz))5i z)XIiun9&g?W9_76(2%UFLH(T--In6(;`Tg1*pbe6J0N-afL-bnHd&f|D<6vOu7RPv zP;5dr1(OcN@BDr$o(prrR0=*mRgiN(6ybcq2LXZr}8<>K|v*m~I^I)%@o4AK#JAxtuJ}`*f@zvZ^ zYQd$B;#aNwHnl7^?%kt<#ZqMpq3WHWJ6xAZ57iL};yEULKgqufp~x!{Q0k?tvtO>1 zo4R6kDKST|9@+wNWKf*d`1A2Hlx7y%u8^=Q zvDxuh22BKlKHe+6S~Bbb+5$T(T3;?V{AHmdfJ=M%@{?5Ke?zbaW)OV8zpK6O{0PG7 zsc|#R1glE|SA3m_k1BMdY%K1-ASvMb?G+H_F-P^>F$4_?)K`0tr)ELRx`1O$n0U{_y~5*ubPGv;nm;lmVCO=%e{d z5_iBHt1{dyv2x#1>1^6$Rk)}Hsd2I5TKjZ=sM97ge14{$*6e&U*M=!RN(MC7A23o- z`ZubxhwZoj9pAb!gDuB5NKu!J_W#R4Ow5eQ$dhOwj2!=^n{7=Q2V4%M-Vcq-(y^*1 zc}`!JFa&x&nzClGD1I+lF7xE$WZ;Ak7%GSI*(Pykl>iO*QX5 z#>*e1Y5st2PH!IyuTVHV7frn_^_3tIeeB}^DV$7I4K~o@A8~k^(C---;z9h2>)#Ci z#A6WPRA=vtfQ$sU=KPOm*^4bW?6l*8O{V^Ei5cWYCthp-dG{HlqA$(Ha zkuX{jP%5`*Pkw7%KQ6FnnD#;SxH-puXlQNw(~zA7KqT>EV%{XiiE}@}2BGPLy%3$M zlw-4RrqBuK2CLqF+z#djP6`62gz{K_lGW9QqnZK)k{?lfv6bPSjga0%Gn1N_ELVXe z`bz}+#2vi@o@JhIvIw+Lawxh!`6>;IDfyW`o-R{(Ajx4UNM%wE7PAC=riq}kFAj6m z9Tj^9AUh=1ydxTC=z>8+D9x~Cjcv@AXiVy8E{aBxth1{6hDc&61vmhc^t=SI!g?Q@ zRsZ|lKU9qR9SvvVOB^XdYX8fNokX1FX&HwMrRjpupigF&G+aXi_`(1A<&2Y`DDUau zJNozMr!(2$CyU+`p^qefGIGS@!j%RPwKz!x;1m?^hHX=2S86R-8Q7(DYXlW9-vRUo zIP}t{eFFmMqe-DPb6VfyxkZ3pA*|77u+K^N`2ns^OLrJRLtlrtoPKyvIY{~5b=ZUU zYKm`gjcwTI6jWQR+d^B4BFTi}rT&-q0;}Kx;q!*1hks`pQ-Nbvp*Rk!xDAVz|4CgJ zU=)GCW3(D7^outSty}o>b>Lt$T21`}iyFba#M6q>KKRRTx0|ucdSfw2C9#HS2!V$P zFB-j^zJEd5S)@^_FSw@8Dn!05$4Vu7txgoY_p(U4gwdaxu&nrSu7#(_eh{GvI|77G z7JB|%5+6kyLMysCXwH$~Se#H9`pxSZkkJ*%{pb*yjYU)@;M)3bH#nVQpG1Q&^UFm% ze4t=zbCV~q(h^0t)5=x8)&2N(02%VphNl9U3>L=83V3CShKZadnUO65`Yn_|37zj? z{mb^?mzTQ0w%p;!v@d%Hpfi8=;Odk8JC6X-gHM%W-E!-D591V**DGivUdKOQu#wbbd~9t z&-lwABv<%UsFg2%&(Ud?ddFoAP;T4g0ev|7%*9U{wkw!MdNL_}-TKj9%NMa* z5hrZ`+=vC8VlSbixo`)b(|7>J}6F!ML)o(j6ym^yNL{ zkkh4=eY?E0-NWIVIBtm;CspUce>v)hO-tvP3Ek6Ht`3SrgV6zMWA~ibl6}88GT%pU zVAB0>`NsB7zM+D$va&a<_=41qxo&4L)qPp zjYz$0ct&S$5>iZ+icsGq6U6F?S#W0HEPAmKB1gv6f|3zQb>kzVz(@nX>c|yECI|_| z9Vm*MUUJC6NQ2>}DAJ*cVT_7Vt-ub#D3Y!2oj$jvXd-X`e6y3202KiP`s+_qHg0HPp~P*-bHTp? zntS-eoSUR1`uXa@?MJ@>T*Sa5u*As7!{1GhcG)wNo9S&g-Mmucug?*igyxDzqzz8< z!AjW8Vvf#J_1qLofZ{FcZq1ZM1%$|x8DMyNkK4f)Ju{(#+JzL@a%OS}DS8ecJ2OFP z#zT`JP9tYrZ{f>VbXg_QVow*J3o9g55|rhH)N1x$pe8jkoe(X;V(-T`f7aL^q^5jv zIl6&ak+dL0A`9UP2}X_VAQ=G}R-pMNjzLr(7w9-eA$LoR8WA|1-pzjfyINf`ewYyc`wmtS@CXBwqH zFD|OrPt4rUe-8Yq8kenGtC~5XQ{n3eoZTDp>0KR+<$$aQ&wJTa3`d;PKINY(Mm7JctQa>&GN@G-)nrNn+;G_w}Y7Jv1 z*X5Ej$<6IV-Ea?gyAQTkv03!ysfC%8QxDZ%CWovBC(#Q4Du<|9ddu6&3^Vj6XQjlI zhi;T5n7{EtPhK3@$QgSfWU45ls1xW#v>jC9Kd}iA04S!H4mP)Zs6zkD0k*r#lOS>j z%;Mesatwn>`JP)>((M*h{8`D^k~HYhpla5Kowr3u`r6z1)}G1&Y9$D2qY+S`&(26t zvQk{b0pGms6%|CyiGH2c)o7l0kOGU50|-XL0jcGTcBObLwnpoziAswT|5xSO=ifJ$ z`Os;68Zifsv&~V!4PD5+)}+ z#jNIx-!v2ma)ibxtX#u3zb{fe(OaU{95wI^NRFXIIopmURji7bxia%X&v%_e6XUJ6 zn)*vrv*|LSC~3TCQOO^9rEiiWFU3ra58?RdOdy4e${AoH(*_UCNPHqQU*R$Og)-YE z0AD=D6j4Ik22jJE513_z>seutLP4XKk(38__l}A<1Wd5udwvG20T6I-WhxQda@h7$ zVy*heFa8K^F-5)n5qmx8$YpyVp&`d~r=6=1!Byqk$669W81u#0Pe>I7EvUm}&rxL~ z2oVtk=G$03+|D*gKtU)L_W>|QNCW0|fD3snQwZMysR&|U>1c`%&<|x1Wc1vw-8(tB zqsLrl!H4Bv1EbgV`OJCqq_q!?g~-U?uocW*P&JCEe$zm`c1o%HKo?VmcNH#byOL9XSDkujhM>29P zHDKgF983Hkj&-c;w1P4Bq;K)9ToSh{A)wjaQjNkHZLD!C`MdD>F*wLQ3BeOBrK+<5 zIpsSw#Q|rc(kzaqCwuyB-zQq+^KwoI(3j6 zSB;7A!O-xTgVqIjp~UATXWaqEZ$81YdY4ks$`Qocs@7!lLcDR#@q&y{&A9<_*r0a~`{q;TllV(=YmUiGA;dzo*vu08_=G_;msfFj2 zM}D43jwKI7jW{;0yC(|eOXj6TCdO56{G6}c7yvkFkI!$HPOTYzYaHLWAPj@8v4H;t zT#s!{>{$t41lJDdoCdk1Q5!4D*X$UvWKwGG4Sv>$$k$D+bSN9cjZ zFx<_%Cdi}G9|gNS5|UmMar)RRBYAorMsMg$2WOZ}Z9ygCHIzi&X{t%S2i5lm5Io}h zUP=TsU`)X->G$KCHJ=p6t%8Z5!9IYxWY|G?c~3k?%FY$@F@(vxezKA6^ zU&%s;$V6ksHuosvv$5@Cil2t=AbR2jV{%CGmx69xedU7U{l;cy>Nr;F?p`x0jYN5; z(=-d$luIAE*cQ>iU@QhmYvio)(W{@RmbtrBw%2lpjTg4_(oVzOlpxwU!w#}Bx#{m4 zp4Y;RT95VfmK)ZvUznn#Xv7}BJHT*Fwv&>ZsJhE5Kv^%_x`&2sUYoKx8-(cU;@e^l z8dF-h4JS$j zZH%U%tJ%GN!A{FF2Ns)tBRs?hEff?1=2u zkDR##pF|X8-L61Juq=n#HEIxe&#O9RI^-vh9*wl@i|f5KY0pP(NXBn&p2++vnYOa>8`6vPa2(dpS7@? z+krfsiy9eH0W*`M^)xm=x=SWmc9=&C4i<=Ni?2st-iMfKT)7`=5rKNYK~I=JmF3z5 zZ&(+g^Dh z#|P+gu(lX-&Bbr#rNPlD!-Hs4<#;ki-CI@q0#nC4P)#vk3mrp3%?J)<7t4M1m7w3| zNPoQ{S!^`za4t)fL*X?u$GY)w(^7xH&KCqc9g7=I_oQ7eNc0VdqE3r#gx3;C1EI!1 zkr554+p3iWF~s zrNt~F#pu~InT`yih#&ex2Y-Ph$A}|vPBNnu9n#(xH9?h$mq+jI{D^veut?asY<3QF{5cpHPi+x0*A8Z0_HCNEVIE&deWnx_wGUl z5sa}WLPO<6MM307YCy>p%u>?}lNJY4BaKse4&(L9VQ(mTB6bO5jMg8D$b)MD@vUY| zr0Z@>st1ujVve!MTV^#nbC?Y{TH=JAq2ABml0b(-422V=!wR0rkMKcx7Kj412hfnK zAmAu+n49F|?O+0bN;9Bqrzx z#gE|YsBXYYFl0Ezac_iaRV=HRhuVR`Z{eu>?|ljib4Xg6<$}2iBsd-mBBl~t$pXtv zd}i|`ZQv4djD9T5fX~~4gqn;iP}M6>fwb_~ypNDs!Ny!q0nHu|$}JK1@f%|qTv-;E zEHt&k8Gtn0@H`U*jcJ+s_ihtd50~an6<7nG;r?@&h=EoR5eb?mQ-%2eC_S4*8gR2m zb7o=t=SMfk*a?yVr^AU5zFKd^7cHPAJU(^k`N#i3<#ih%Ca4j2woX<*GKew?cy@jN z!?F(@KZL-=^#%<|3b(67uz9ES{J^y1725lr3xGeWV@(09_Tv%P$@Q%);CfW149BXB zPd`4ln?|hmByW2rF;oO*()*YJnPi`SjQGbaWMptc$<4&=`^b64-_+)V6%AoO3fw;) z4FXD=(PBCz$qu+Eo)Kx&lFYftG`q;%Cnek8+lh&D*ZE36J}VmpQr%|nPiF5`sV<;G zZH?tNg1w4dMCWD1wYEed+~F2^7@HRn;z-6AJf`)5}>HUBi z115mqu9~qB+mv?jAu_*)s|w=LVNlgv?d7hJEeC!;pEkgH{v~-?8Pgk_fl)!(S(yKK zw5YqQLfV1se^Qr`u1Yi@e7-WOsgw#CC+#&*FCQpZzg|qA`tzlY6U&D) zd5CQb+LazYVxqNZ?FQI>@8r|h-@@pA{SFvi?aLv|`IOrfc06uJ9eI;8Dq!4VqCeYq zb8>=`WprXi%6S;N30G)Z-z%Sg^>+0DumX)B0y5$W!XNI^mEPQ6Z*MvA_5Jued4D8> z-1Hb3Ac(L6Xpi!y59p32XLE)QZS{LQ{BWktM~|KulpdEImGyb2#Y;UGnkn=POsU}L zP=^H=R2iqR3CgI-EUyI_abGBkh_s*v6mj7o47EFrxz1R-a2Uast(dNgh*xO=Wl={t zPd4NFHbyTk%9QikIVLR_vz07J2$`ZKup=?-JoRnbY#t<%M5r@Kyp@GHW*KU*Mrp*9 z>2Hxq0XDy$esYjYGnHZcoG6@yIS-rVa~@bUcu670Ddkv}Lla2US4ZpPM;ndBEQ&>8>+l0Eh_Xk=0pPG)&o%H_DDmSopnNOS@ zzx=shnT`{O%@&w}L(9Aj4t5wzE^C#TDgwwo5m>Ue z;IIN1I7;tA2jF^?HfA3Hrozltta?N$%w?Mov&B-uko+!myKC;b-YdIa%?55*M3*I_OXw((!>F z^dSS}k#(*-gX9Cr^0q(SPAM7gB2Fp5<~%BRmtszw?e1|ZNg1Q0Mu-wk3prk5zAZrbEt-G!l(uI>Cj9R6?`m_G<_WVxZ$zdq?Fk`I-`p|@qjWr+Cj(R*9 zSbqFA;>MP%a>O28wxpHLi6<~tN_cMn!aksqflF|1V44&Ma14vTjP5T#E^^Mh``G~} z$yTE&7#vc=&&L!A zAbVd1j5b}Mi`mH*)X0XvD@~5Us4oG8OQBToYbs1mFF}XEwkV{6;#*Fh2*+OCn1gGC z%!sHNe8Zy}pmDZ6VLx5Ay`gud?yyDoJ1>4_0ht`;Ocuy;^3Kw7wDZcfWN=pn_l&a% z$|_FkE%Whn@uet3$y;LpNZW2=R5Y?GPFLotC=IMuv*Z+GZq-q@$cV)P0W^E)Z zRyM6YRMvnI+J6j}Lb!6~c^G+F%7=cqtt(vWoJQtQmr_#|~)hbF(Q|2tHl$GvFs~}^qaa^4i{Tp2;aRF)O62_p?gdc{b zp7%Qc=V=%4b7L8>VCo~n@0-j2d0+(vppwi_)~&9kD5B6+(IGF?+gutTo8n+sRF2{C zZJ|inSPD+!z76nL3-;!d|03{K^seKpNDI=Fe+*&K+;gO+@d#pbV2TM-gz{U(%e}V6Px$+A9kp#wFW2aEa~&udiht;J>{pMQ`H`T~3^S@ClEwoggAgUJ zwDZ2B3ZPSr>#+wWrTBxy>N^jd`TkT?k)FIa)9M2oJ8a4rlpIYHk(v@6gmq6@k-;`D z57*>u>lptbh~!cT#mwxe&HSzf%%x0EKlV~%_J*av+Nk{g=WDwj2jfGAywhHn=+=`; z(AYpG!)cD!O_qBzC5=GxD?Vnhx~+|4mN$A) zVJMwY3fSMz{zv8E*+O5V+S?j)N4vWF=dN}+=sMg}sa6z2YI| zT(9z-z<7m7UNgr;%C9B<+ARrFap#@6*1K15^rVVNC+VNvz~Mi6a`uG_e>oa^yczzD zKH2{7MOSc3B36!n#=-y8XR&HB3WtnHy)PQC8PaPpqjgx3BFM1XWb_qn3nC-MQ6VUm zbk*OV_@fBJATwUFZV`NZ>`i)0CE@OC}z**vTwrZD{ zF7_qAexF<%fhMbaM#dDQ?oD!nf`wSjkW=Y7A~6#h^T4h5x2q0X0(QyWSz;5hV_>|Z zI!CO2pD8aRNeKo8q?FzhFI#+^Cnhj@dz;9_VZG%xAAA_pfE&q)ng8 z8|V+xXNH&oW+BR9)`E^D&PU{qYk&erLvyFG`bh?14Jj-Rv6bt&AtWAle|R8eRqgFb za?YgWQlh6cO^|RHmr`-yKS&v!HqyWcM4g{o&mh;pzKB|fUuU4Xen}a?x_MdH{Zt1i z!h~nZ=NDyjtlw!(Hk{*nAX&B$>v1!pRL<7D>sESm6AZI zz`u#{D4TAM*Xbko?`LzD#6MjtnZB+w*zU)mu#e!AOU4F0(Cu|uM&{H6=WOrnzkYvt zG=2=64=^NaARBPSmJH)e778LCl&z%=x2+X?8BrYbUi+P4XiN#KMf7=)(iQ3?@+p6s8NsC{56=!!z!H(u;uvuUJ<~%N5C% z!>Hv@P49S6cu@pxMA9D zgBLFx!<1oYA~FW=h<;fA%*8fL+;@FrQSuRAqX|wRV^$f0Z9wJ5bgn*z&0Sm zwA50v$Q9Jo?fJ|^?Rus(FjSVM$(wOh4BACSK^`mBeuE;7W?9*Medj!FvD4`W&k0l4G5w#$E1>>i;8FxGutjcZUPTh%qwO>b4Ijps#{;ge;t7TD@B6EM3AY762 zCbXj!DYmHvNsh3TyO{!wt+;Lnbb&_*3QX~aK=N27kw`@n&R?1GR)ie7aL-cv=fTe~U|u{`kas?(2W4XY&)# zN)`GGuOM+2|Bhh6az$yYjLK^j*jjvy$t&v%EN;?E)K2%Z#mP)49|3M&d<-pgY25AdjP z^WMK?4;$m4IL?8_kB`0iI~xRFjspBf8F7Ln$vVEPcN9aZd#zE-=xbVhO_Lvd6lGeSms0D ztfDV~{0m-0oyl<5()2{r?l^-|cCsYd(6s`^L^0dc_r5M()L6Q6%Am5T_?Udt_Ti5S zfpzyWVC21FI-Rw1c5{`Nf$~pPtijC0(avY;342vTf5~2PRnum)l{qUX^@uATBnoJr zDGUSZre{)Q+FuYsOwpbt+3Xk)fz zOW;nKAla-!scBY<%JkRkiw)eM3?SzThl2`Lz~oNMfs1^ER#t^cj$u%WRQ-M{3|KT9 z02V9q#T|v$i>;9F8BQI%CRN;6f(4vEp-JrmWut`M$Uqk#MZBxVy@_W^8k%CuRN-YZ z=9tP8H>t#NWIfzY4q3moIf+j|W#>AooL;DwJ(c**ugjZXSm2Tt)jGFB7MTNle z|Np1O#L2|+zgs?N^%xk zDeO?XO4-;Hl4*sx1S6*s&|whlD=AoJb|kb+Ln84NXuzNkZoTPW!x2g6KXC;ET!>cp zAkn1ph_XcaQjI~puG(^$>Zb5!j^o}F!s6`3L|Ule)e`bbx7ZTI;C*hIbO#3+h6|)r zm2h4mB>3tfrDV23`k67^68$v>B*uxcNb#%?Mur3YL!%f<4?&zD{4KLV2(d{)e=<7mV)Jmf>^eA4gu9j-N225j-oL( z5MN2nsx=sf(s9`93p9cZH8#^EX)eL&T#WsaLj8kunu0mB5r4H1(#d%#@$QJ@{mBCJ zXVyT0%)x48{;o)tfyCijc?Azk$7Q3|(wQa@nE(Fk*5Y3rqkx?e qb|LvRzNRxI1^*(vpi_0 zs{$}1M}8*ye|tS14B>xS5a9Yt@kWg94*bi{zQoPy9yL*w#}4?wTZ|8R-p}l3m(Y0T|1RM+QDs#Jxb4$0KQkB)AoiI=}$cLODvy6-GKJlr>&#%W!&X1?JBqyMYH zg*8Lg7x$P6eSiL39t|vUsXS|t-jWLZ4p~xYR^lna>!(qBHp2ALF*<;3rH-X0Y)7JM>8vvENyp4ZcaRD&-X6nrE zEez*R%|vFLDu>6t8GwZ&b?{jrgl(Ht=m!`1mH@{3Ma+bc(!5OEkT6iTo8}$PigNOe zA4U{oKbcc(XKvmz%Gq)pG|8w^`>Ys|Y1T4Ii?-quLv7qM3P;+-H&xpA{cwQj*uvt$ zE9Sg)TpaJl#vesKFs|0wb-f5);tLiC?ZHm8FfO$#?;61~e>VH(zQlInr^MLg+ zdWcm=tiwl73O{)i=(4@9^xj#;V6v@+esace=JXDMn87`>u3+dGR>=UZSemN%0T=8a-jolG zF%R4fNzAR4C<|rEWy+;k-V|>m^I|*0lf}mF;l1hv1LK}bY8-O!S6IKAnPRe&@}0go ziRcD@gn+Wqpg`RX)d91zgS$^95{B0aK+buf4<%J~3+vl8lGRSxfXKex;m(-kykZBQ zL!adjJ1+WH`nw&3iA*HLneY)j`v^P?k)&F}XL+*<=vVVLiPCG0zy8a|btTHYO5VtT zXFcgUR-RIgsygZ(KDd${hGZS*__k|&Y(>>dMyha!qsXbx0zi(Fc{*Ru=cDsrANbgl zh=9{et<$XfM4#AeuB<@jK;RU0Lw3jI+*IiP)OPWr#Tf>XAJY3CFR&zl-mCvP7^s0K zfa)vO2mo|1r@!oXK0^kL5#wuhFTKxu*QtFoLv}tdCKj&Q`TY`0lAl zB1c!MtOX<~;j<_|97iD}vwG+-4%p+O}WP{>Y?BI3I48Yu?@Cv*}#XSLQPBA%8n>BxMwnvj3LOEef#e zVc-(a&d49X1psymp1}VX8fRzxzY8HtA~vRf5dEJ%C|7mdev=WY=i--V3T$HDK1mcc z9IIG1Q3v_$G#kjcjGrOsT)hRvC41oYk6WIsL$fK= zV4w*5F7uN3m@o^hd_Y+(n@&me?t0mjdtLTn9rWlUB-Yw|z~s7L2e)ch`C-{}_NrFu zaw*3;K;vRT$2X7mk3N({d?e{Osfsf@9&LKP{yH! zpJ%M3<*Y>4sqrGg24W!7h8G+V9*eGC2n5zXwZxMF6Mj%ccCudvHG4EGLdPde9k#S@~wzs!jzltX5c zb-4dzJyXUg`L*!Re(|qOXQM3+No4>KwrYTU$-hX3jpLvFJJR$GU0?xV=5!oA;9sCj z?5yd??7+kz|6J;9^nkgO@ve|S*x8!suL?kc*^`;(&_LL^(ivTWDVyN#;DJHdIsbD9 z1m;L@zyYRcQoF~8#bV-M`G1wj&c*USO6*aSQ~8e)AAY&IhI!7PZ%#QD|}!IyXG1R@W!DK z@>+eK9d)+=877xr295mv1qN?iDCC09S#E|enNM45NhBmhkKvgFh6$bHFXK`(AUSHB zQlMrM2VThb4BVtA<{-^!kGTv2m+oVo=_@*UHpwY7`o^2Bm#bS+j8&X{&i%tT871@k z?d;WCH|8ZVn<4ox0n|q$DhY%W08Wx7GmhIv)R!^w40S#H55VRoJLF^!bv;LP%e+Bf zlp$YD*rBB{F0T}K)nfp306N{2sm%_t<`A}jn7XmksM_^-ntQC@!ElmToZgHT>gk?f zHvX(+H*x%mUL`2$B~)_&w=_wPMk-;U6P~7{mIgl;do*EXMf=qxH6axQfaYD=_j1hp zu9PaKZ~lMSddDD5g0^dL+O}BCipn2Z zRau#p7tT2sl|STkp?>Wnk9P$QWaA&EcVT$JuoAvrHPh@}Guf?=c4z|EuO`YP%XHO9 zuBoJLw1(bDmmGCdW8ax$1l};wR}HmUQ(s(-wV6*p^dPrSWQ$WR30nO(%Q_h$qYR%w zKim@=<9e`i91u2Z%HJt0YHt7y5IN;Kn?eMLa6-zZq6u{93?1V$lneTme#N~uGkZDh zc$oles7Fs_R?nj3#ql||g1m$jI{UxESw`7@1sCoLo)kvlwA;tldZB?+aT8k2Q-2W| zH&m_pr0;FPNQ<^RkW#Ev0_xn3v*-3PqoYe0E~Ef_(%(FP*)0{jVi0BHYx3r}H9eHA z^CL3^6;)$BJqf_wRX1}HqT6dCg6(^E(CEXuZ_6#=<(j97xaD@qA-;c^EV8HlFRO?B zKcQFDpM^vC4nzg`5A$kM4Dp9oeo+j$9C7Z;kNl$41a~3q&jIe`kmc8MlJQHF+Dm1k z_nOvSG#=Gd+G(pG*wC^)D|?iEcPd79E;lUi8AJ&%h>&7&g#USW_PKX_-oI`iKqOU1 zmQrvIQG~THWJJ7Y8D&=xX@n_VQJA@Z`S=f?l~C+*@fu*i8}ht^=b}udtL%04%vfHu z4Nqzahf<(|q-lYnqED00?|=Q#`+l{q?`6-Z`8 zZa-T3EfUZ^s5gY&n9DkZB4#I4Bz`Y?c0GtOf~zE6dOgY~I!gKS;q)vob>JU5Bgfga zNWOz7w*`M*>e+r`{99$*LRNQT4blRnwu47JQeHOvHgph{DQ zKh?z90O!6dmt8ot2FnEx!icEw)HQy3gp_qFCGjo`rLqPfaW-jc(iS$X<>e%O*l~0^ z1Ddu|269<22#^bT)?eQ$!riKcdspS&ESK);{^r`uXtKs;HZD8IZIhW5oZT3|yaABE z?l^z_#s7sp!tsE+e#l?%2T>Pw_2|cFQ^mI&>;|7B?SEF%$7ZasHoOGu|KKH~8=Nzh z0dHXi(S#pakpaX#-V(h>v^sak(K0a^$9sgSGNX2;T5(YKvhgFQ5Me~eZ3;JCi20}l z?&ViMoACXu@@d;uHoUQ&n`xpB=M2z$yH>Smmt0OC6wcubD(Rd+kL}K8U4h0q7)V}o zc;h|04KC|@SU98V&W>Z6O6RBsG)?FmO+4(p?N$`V(dIP|EsW8FwC>-ZWt@@hsiD{t z*FEY4_^IWfCw1JyNlWDlWmv15H7oEQ^hq>kigkIK{z7y;beEqvMz zplPWVpbSACEx0b?`UVjdV~cQMV#>faKp#o3*h)i-K^Fo;#yQ=@-q`6|wcEqW5NnrH z>>-cBLEg3_{E%1|4^{kw0Bo-a(2zH_t zMY%FfL?37ASM}=ud6jm)g*c>drMhDUExaZEQi5ziQ$SK_3i8tffRG9OMf%_V zdH>Pe`5%h`l!;THAr(&-h!TX6gXw>a1`fvm$7sOh_>UE!#K#BybNt^*Jd7MHtf`Jz zK*WG-4Ox3#QP}O-+BRv8zit<=JH$k!r0BsHh%l%Yiplg^=r{Mbx1(LDNqyF;s^c#+ zk6HDxvA*|2^Zo#WUHsZV)1#aG%GDI9o~TES&8|tBGkoWcquH}ON4K}nhq4n8U!O1A z@v~kZWRutbzB?c8e;bXB+Lz<=;}Q(fxordX#i>3$JP2kyn;LI#zbxceV#WVeh9=kK ze7JNyDTAG{KZn0$bu8(7WH;kgLoFSC`FcGb(eI8I9)8KbQ3HIx>3zKc{U7>$l=}Gz z!NN+72a20?24Sav<@=gue+l0;R(S%Uf`hnv!WyKSe}lx#IL%!gm--jXhA*WZh0~v=cqC`%dWBh+&zfC61$MvzHpFBb>ON$P5*cWFMV9D*`ip&h;seG6i&KO{ zPiQgLS1QuJf;2up_HuNNz%t0%_tgOVd{|g%T;dDWxXDh;;sZV>hi z{XE!(T+%*1?i~GgHQs(ZytxbjGE;sLCwX9za+Nv~KA>y`tsO7fh4{+~y+#}lwvW(C z*&bH9KH~hZxTCZ1A`EHT1^tqF){J!g0%2;ekPyhaQN~@FJLBLDv7}1H=}Qx)k@9L- zqR5Vrtf^I!1vYfOL?mP6DHX2jrW}noDDORCWj4KHf3zgidCa-Wt@bv+If`SMN-*^T z7>yQPXU0>T+G8NSHDB9Z105nju)GO z^e2(>5WK`-dxGp*4cK_aeB<)=@5{TVlXS z5c_2kH$|9F`#{%Xo+bi-p*W~6_SsK3EEAo;ptr%2K5;jLLMmQPV$@;NR)6N(<$07q z=WzI@U+lrc&N!B+%QV%O@}o8!GRgr zNmAQ&OdzsILv?T!r6Lk`)wq+o?I_z$uF&X|v{K4JC2C(NyV|S5j(SRxCy}Fjmm)V+ z1yf+&;qhiYQLkPQh;bsCSqgw57Y+9+OIXl5)D-enlv4v-?4Waw{_1{BHNHZKA&2ZT z+b2d^_!u-w7jmy(ZJ7&3PocaLiSHVim+xfL|4m*M8C!rFll|0|%Wby|99+OMyQK5x z5pu{S<6hXlS^?v(WqTp8?44`~%Ww)`OtdNy7R*g&5 z#wa}d(`ZeC_M9o3c*>-0D(}~_YKmtkZ_YL@xaoUyuJ+2Ql`0>wfLJGRl=uX*dsRL@ zPf#jt0E&ka+$$=be@t~lvdR7dd^_e%VV$L zlKBqNqK9YZ&-MvXC4#-fC+3f$KIuDhT2m07^v+(5^er;Fbl!~6G~&>FbQW}k&y`na zS>IpWb#i?;#Tg7xy{fA$@YA&k5rs!j4%*KJVn#JAgPe!u#Y7jMqP$X${C(OQdpgCS z8qg2$c@y9_hCiM3t>eC&RE%R)tk+=fBea&QmNls6ljUU4Zah+I9iklZ+>sO{zj5*v4&)j?HDcaDMhO0 z;-h&ymq{|5PUV|Z03w<`xc{t&dx25JlDbvPr<*+J`sO(}hag)`qtmqwN1D>PXwJTM zFh#^B+&dC1Ua=lRaHR8T>w|RNYMUNz^ya|@_;|63{BwPSK;ZD-{9iU_j{j1DfH~Oz z>z@PSy6uJtVMpC_1`b_01QWP*AyCUZ=&|1NOMHI;lZ#sYLSp)RIXQYt?fUCG>a(@} z)YSvODqLVUFp)%TZluDmax*|A&4De2g^rTsaGIu7Cy0V2eAG9(4OWeNfO9SuRmXU3 z|E6dw2m$ohiM9e}RQCRjE8h8Ho9A~R%mySN>VcPXseCK)rq)O>Pt*rjB_gwpAo1e& zq4P7O?QP~8*(qv`o&@Z`j0A@`{wT zW_#t9DW57ISq~4o9QkvX>g@J?#+C6nT@Z`nx+xYJf+6kB>Sgw9h0`CPM0cO6pV2}3 z|44>0a-`mZ{lN7ZIXDs-?nnV_3@raKP5zIrm`B#Ky0?eQa!ye|Mtg#O5K*B61lMk>OV-Q$C} z7D_IcjV$4&uS8yRcdEgEQFG68gfDmO(yV9mA^jfxQ6hdYZPuLcWv{ASIZP>VDz^E7 zxs*18?s(G!@C@LQ=J&p8S{J^^y`Sq2mXM_gtZ-3LE8mVx^t1|5=hSGLd_jjc@Ta1l$dF(aDzfUPnbD#~Z ztDKY^{~4g#gdcUll(bo|Ru7||=maD1bU9%TkZhSXrs=17xGyFeo97>nzlP(X1|H`? zeLEoL*a6D=xx=A9+o>SKLZ3Lb3=FGs@gl(_LnalAnjsc_?Wk1U zd1u1JtQ;+%-SA>j8XU*@)$QS`0YyR8mnu(I9v zcm+YWUQj=p}cf(jIE zafqaksBLTFj}z?F3QX$nA!+iR>I@`9aZ+okRH}Z7mLf@F=@;KSK(d^@;)5@o?=gVz zPn~1xSM!&}oi_8tPR{F_b}ircoj-;9m6zARxpSqwiVx+MJmJ#6wUFmt$l#c#-(f3! zZ+~-w8!J=YCbtP-d)_BvpKs%Zk!J4gYG?v^9vnE7J@$zDl!YADjivSsLmjxO45Z_( zMD8z6z%jUw!nu!HaINvZs+#+(O`iZl_j4=2Ph>e-o&k&A15#GMF&+!zRRo_Gg|wuf zROU0CMD1Zwjfe2AxOq@Slhb~u7!=<)FyRs71n&p|V%SGBbwM-Pg6J3M=qPGr)$*SZ z=9cu@)JH}B&3nXzFgy)6B@Gbp%2B-kNXJlr z)#ObFofq-FO7BFBEXq-3pDtWaxxy!YX1h;xUi_P(J_fEAp|6{Du1TfI(*DPMNA*sA z41SD%8}L!?v(qz)z++y8?ULBW zFFC`bB$V+filJ$QC1IimMD^nwc3E&o;P-)nfxpe%FHh=rSW!_9Maj;8^b?dd^gpt{ zYT5g}v(Pq0ve(9W-MR^mzgj%r?Q1^VcqI}JlCS}z7XY8e??#}HU7Lb1>{HTb_OhI_ zA^f8X4W3Xk#zQnM$$NmNlSKeR+YDTK zlvCUc1$hiljPWOVCA!O!;;3N?vw0@ta>g7o`*QM)5nuH4%r=0OJadQe0g_dIDN%HM zlX6p?KE)}G7pUn76EP~bYScGf%kt29t0HTvMWjOln^$Ah{Jq}uNNxIT%Y!jBxKZer38+8s8=x=uD^US(0aO= zGjKIy5&T&31C)ijMUUrd_FHjb?svJgP*=#V?}OB_{k8gzbuV50fMbfLG*u6kQ_QMN zwq#OSZ5LpbjlTY%Yu>6PTjn^uK*m)D={4gKKB{$J#^)`3G_A*sLFR?G zm*BkW8_KZ~in4HrC0pL=%c8Iv9r~1A>6IQQ`rm#`<*k^gKo@kgHQmY^yCr??Y-kZ%UX=HYD!L3p{;q(c zaIJw;(e~7TI(%&@BpL_4G8!AlilQ7YwBE42%9psviXxwlHW$*cd!%FZy}}hc_IX&# z&G}MR<33Hg`gWfYL#@%k6||B=sZvPebhr>Zw(6!roJGy!wr<2J+7x>~Ce+Fbuq2Gl z%KG96Dn0pOWeF+Gf^JPKH6+B2&cUc}tcO#v$#=@?+w{blsX|RG!|@!&55m>7&raLjDiGHFqO@u z9!3+%#0zl`5}bu;BTg@X#cY9vOMEVzWLc6V8KbzQzjl97VqW41YCNOY^FFB+)C?|x zSYqj>O*vV7aJq53+`*EAMV5mF*+VNJWE(;oG$A>GrVk-S=)T;Vngn40)G|yA=|^Db z;p=X_sSwbNG}dtoKsXY2No_$#!3we81H0WMHq$ePY?*A&OnV9BHvJ{{G%qk zLk>*EvbZMUEX7ezixNeNF7_2k)%>^Tf)c7Pq4m5gP-)GkS*-?y1er7;HdTN>i}skR z6UwJ1!gHi%aQ?lq@EaefWgeEvAO*9WDH`Ae=67-MbaKc!O@B*tCk(2-&c6G|29g!& z*p+Pp!2KjCV>5$?6kfKVj^ke&BRH%1d(GINyV&FK0flcCki^3}AHZFhx5NUif+v)x ze7lE+H(sHJfR~KlESq2HC1U)Lu;NwYg*Qx5tAX|pUu?Fya zp`Xemf@WxSLfA0i2u18@WV8B#dYd5F2qaqyWeE>S6-Ei8L8SXaH7R`4d*stLguy)c zV@%{>Sikz*8d3Ozcb$ml0sY>9ei$8!)NNAS6D8Q7yeX(;)7l4H(13CY0dFp`VOtt2 zo#sv;X6c_B94ld4f>ht5I%m>x5&{%oaQT3Jp&}`n3x@`HS-*$<4Sh1SY08yBQ5%A4 zZAl|H<>$yb1@};~n1tpeha$BmNp$f=3rrENy%IJ^)t#rSKsI z3goenKa-$JZ!JUy9b+s5gv@C-cYOD&z{R4}-{7raW?9J7BEE-oU{i`{Q&4m0<*sB3 zzdH>MD6gOM0?f|M#5>clW$Z6y!qc0(Y6_e^8hm3(-$bw26TwEJ(!g_M_pqPujuYDSQzY=gF17?od$cABkJ`9pf$6-TJZ?jVbW z%8*-TxocF!jr~1h1RF(oOe%11%Ne>qgy-u@nGIn*%7U&sZM^VyNB|JXFaK8}vnuX? z!LY9bCaR8du>U$kGa5v7YUeq*#h$#&C!qr8?BC-{>pW_`Qq0dQLVXS@Lf3S0vWVM2 zu0?UOmauSN5IoU6 z<|}z}ss4KfVM`0REhuE$*cU}GRcclupOy@yKlII3aly}}O{(aDDXtscz%wp`pZY8k zlq`UEtAGIWOA0|AoHG2ygerwVez_fC51ETgbt<|6#P^>3#JAr_n|yaY!Y%{S4JE|60d?XoBoZ>JfD1&RN=v7)N-772e%2p3}*j(Ovvo}Nw{E5-!2MjLz zD#WXZ1m}(xA$6`|E;ES%lH0Y~RS}B`Yhdxx3N~75d{h?n|BWGP)#Bo5{gqdOZEl{3 zkFv^#Y;+NRJn36jfGt9_M%F_bS3|bU*X2ZIOBK#;29ehC9gL{DjG%c`FjkFKi;5|?#6=m;pb5;hVsl|kq`L6i6qV( zUH@yym?Ik-Dznh`tpwP%2#049cQzcM-xU&-F@T?GvN;$qI5d`BU22Opo z$xdG3diuS^o2kO#c=cQIfRWKu<#Lo|Wv$W5bau`FdXq?4P>RZK${+E{fkrDFD?|Tm zH8=*4|5TS{S$!FCX}j8nuV&ghp+&b&CUT9Y_U8qr?aC~`#Ke@h5L^N@tzY%)uMu0eo-S<-{e5nv z=8m~y)RZNMBRwJb?nvaUPe}6cj9>Rf}stXrrPBeWx;M2v) zrMCnm#5pTZ(?V(yuh)V_Dw-6EQDGn}ha+}N(jsC7EEpFbPgdQic_q2KLEf!tdqQx) zfILFvznbsfkE{C=>$+~s3AF&AnUecqi;f%U@oAP~c$qC&eWUGElbf^IVw-Assrz7n zH=a=vEB1WC9CFO6VxM!g08KI~OP+8tiw6>OB;}L`?EwH^n++2AGlUrC4!(vpSGFhR zR*eo=nAUi4p7h(1Ju`OlS505A>23ue_HB)-7@-_W)u~wqodPBL%;9(}zaWOS!Mw)D zG(#;AzTw$liu&*dj82XD&h^ijvzVdqDbS_5X|fzU)zE4iMcPJ8FLF&vylx(QLx?`CUIYlhSFqn&ZrO7tf@NwsEx^LjN{ z=2XKx;v^v@6|J}rtJ2x#(K&KygVZbhimHU~dL{Qi%SxNxboTjkd4)} z)yBebvE|OzU$^`Hn7sam61{&ZEKP(*=3PaW1~WxH^T+6PSea zG3tBwta{rj!jToBH`a3n537~{s=TB~sMyFC5hzj_@O>tl^*~Xtf~QR!gsUjgZr4(R zR9_td4q52psN(Q$e74Ad1kLxbQ9Sl!@UaT!2xmI}b~`Cyi$OaZvgNZD~(IxX2-C%`uLgyX4~E7t?ba0C?~3HTfW+Vx*UJ zJwDdx{WJZ9_&t{M!Sx1!^@!GXroi5b)n*oKGxX+ySf_t`HSEIHYG-{oUY#4M-{*d^ z0eio-d6MD9;V@iyI$TGk6G#WKU%QjfS?dxI00xf9I#nWWe9x?E`}|aA(NV1Rv?y@I z+DZh4@m|<19TkS+0;Kku6}VVG%_H!9TVtkwrwZ;?fVYOBfN%h&36S=|(EwYtj*+=G zznVS4?FTH#w-Z>t55>jlI7@lFKFz}DV(&i5j&CMqoBASLw#1zt)e~E7XwWqPw4hdQ z=KGT=T4Srq#7 zNp}9)_TOYl=vjdIKINU&@KpnsVae}wvyd<3)0PdcQ0=OI4 zt~*5D8T5qiZPCAE`bH|Fjal`;zNfhAih9SInQAL(f5(eCu@MT!)@_wI(&NUf+2`?c+(Jh&t~km#j;N!AWq788*9nUVwKa2``Ujn zcE7)uYXi8So9cppHVIK~1}JQy{*k&mx1liP6(Xbeh<`5Gk9BB3t1PQmpG{fck)d&S z9QlvSJ!xC=jS`LwXCBQUuZQ~>*W!I8bj#j6-KsWy7-jK1Ui`j#I4tf$Sjc!i8}o&r z;Fj9@za&~X|I58b{C`&&V&h0ff&irkTx#^kZ2Sk|h{h)*JvFr^cOcrXa#oXJJWMyK zMl+wM3Zvamma9*}sEG{QsaJSej3Lmn>v1%li3MX|4Srz<`t&|&#L}5OgxCfiZKKGP z6roJ537iqgB2A+fHCeT`XVN|<-bYrK8oQkVr`EF@4ZEl8y{2c3zQT7hEBpYc&6^~_ z-3<(g@QD%;CZJ{!W1xkFKDfyR?I-YJ+X*Xp_A6NI3MShL!WmLC=%Mzx>0d-JKDOn@(u|yR410i~;po1cbG+$CZT~nd-Kb~I6<@z#uB(@BBrNESFV3%z z-Im>hSnEcDKGzM$F&<2zXs!#42;-xkg|F!_#lO_b0O)AOYQ+fr2Nq+y+w=O z33`G@$$I-XP5#S6@LK$4)s%)A!X#rEJ8DVQgfwNUjQnE-V&&*6hH8Qe#^c?4&y;`X zgrG)aTur~zSZhLAci5b2ThtTToe`e%V@1OkakrBWq5eUrh-wq;h=UC>|bV z;Reu2WgPu2$(m87Z|DQ$IYF0X(JRsqP?pjt(q~Dg+cl{6caPyd#rld%k;l&{8Gc`0Au(F?8#g3}Ma zdd@v5f;uiE&MZh0X<$Ay+TIzTpG`XgJnn)% z2*P$ht4}$?*kwo_DN}_RMBQS!*Zbn;5eFCHpBx#6)=n zJlqy~`CV}WCl(PTa&uBlX*R%llMp0|P!@13nS=#QWxn=EFft?NBbs4jCepd9jcd($?GEHD)s># zbxGUy_D%DB+$|=Nw5$EX;gxd2m)}p#t72A-@yZQ|Ohi*~ju2yrE}%~J?o<%iIAO&u z;r7WJZos-T*@^bnU&!bqEM3YJO`wl8O~JZ#^l{obu&foql2o_cK%xbl+YLW+$UynU zmv9Cw-?;IH|55Ah_EF(RUI(%2x;SRSu5=hH!AR_uJ0H>JU%8$<9`*^$X_gJJ8e0`# zy6{LKzn;+jAk)4!lQ;5p1YN-p;%X}Y(@hdpg>Vrj)*|lq7r%9lT@+4i#HQCrgx(>f zBP}q+E_Bn)sU~uVV#N%YgyO%vIba5s)H!+})c^CtQJ=NXWI*jXuD!7p0bb>=gR6Eb zUsB0j!Y79h$E;XDXR2T+7f9^De`=j&`^h|sIK>Lh~GIlF1uS9h~OG`U3LlAu;EAlVajH$M!4|4 zOn8mz$GN!oqY?1zs=A|PvBN$T2O{U!E!$pApvM0COQ}qzLy!cESyp5W{6@Fxmcu!~ zYhbhorZ6J3{O=+EKOtQTEksyB!SwQohlO5%gLPkr&snLYQrpYnl+y0j_^7hp5XFsx-6}S zRJiQvD|J`jVrW%35N8YCXbGb6UP_Nvv-)q&TWAZK0KAVwGuLc;@Gnx(7d8sbi~mn^@d#K8V|`F_<<#9#ryR{%=m` zaqav%)val}#>yIXRf5pMj!w!|{)!Lk+Cg}$1Rsk#;lyjv#MycWyCFKzC-w@dHyRI0nE(!-zDuD-3dJ)fGGO@8li0!KmPOj36{eU8(=Lc zG@_M+uiqntM4*AwQ+>EIM0$jB1N@sKl9)V}hd}X)>n&~1OkrLokopFWF}3>R4A$g% ze9u_#tu8c8+R2qvx^x?z#E*>Tn9HXjcOt@85m1a}ngX7C9gMp>6Q*qV5k9}PP=M)O z|NB&_9@0Snso#b9A2xyj2;2Wa3#oya{{t)}1Yu(QFS1Y?h$YpJ4G0sH@jpB8{|8*i z!OX_~Kj6Y{-SHaRR>$n!S`J~)n;5rUnLtn=SdYEGKvwcgcJBED=ISkH?eXEJG4|@QN6u<4 z?Cd{}kGq%IQG#1{yit}~=NDb-g*yIFP8OZqcedrcrIN#steD%k{!7n`TN+Hv*QoQ+ znCd62Lr_HDUK4Xuo!$;{>G>DdnN8G2M zpfun~s2uLHi9eQ1Zh><+zPM5C&x$SLNPLa(qgNa6EZqY{2>V0aQ@VlddxIJ`2flJ$ zoFlg||E5GYe9o*b*=v&?Oq;p1X$oqoG zsf%sUDSj(whs6!@f@bWXBX^k~uQoZ~?^FPR4zFhETDL*k&#p`DOK>ei0N)9haDc4nIQ zQNv&|wmL5&%V3G#*;!MpLcpBhvqu%?0k~Ri?7K6J9yA+%hXnU!xa1U}wnDcA6EEQS zyiizvaJLp;>7G!*aO*s*WxXs8b3BZUN}p;HHjVwl5<8i*xOM(_+m z1=JYXI@0OC%pAyUb_u6LHl$;Ok#jTcTLQFPA28Wd%ZMFI<_XIfDW;({b3&jloM)po zXa^iVPA>BbzMUtwH$kwaOQR6-zz6^~Y#X4RqvPAk`RJ#s2U>0v!7S>-H>hi~ZBc^E zHEAwqjHY!=avV6R;~uDV2;oxt9kVY&K*g^#X_J0~Ns+(Jw~O$jh{@;EG5rpzOxZ<_Rkp-Z8%T4(I!}!aan88P7dJ-Pxdz&jh(Oy znF~HG3+~`tjzBX4=6qbhxB5|RPAiUV3+M0wO3hi7ntj2)blNKQF4{v4qv@5iv{5V@F%n#}I+^O5 z85j0}`)dY&0)dbtS?*|%$f+s8W17XBIo+3prYv)yaV z%f?Go{0#N>_koFZSn2>?JTT<%_#Q`?bUDMN+O`|by&z5dIe{RJ5*X_TK$Q{A`XD@) z)i!?)yrd5(czU_h{3SS9%f5VMC6;GUCbMbtSdOd(d>v#ll_Z+0r$L{q{MhOQtP=6L zsBv5Tm-X|E=9AkUBIBIo6*4yMpwxaEP61(&vy^|+@wh0<$5>cN zLFn)b0(PH863S=2G^irW;EM3E!c>EeIxH-#$>jwIJ|Zxf$b#n!!zP ztdJo@^i^bb(kYXS(&pIS&NjyMiLHA_*4wFYglcFTld#M90Tpm9jRUf|pg5=oS*K z&nxUoK?97OmRr~c`5iGv0x}WODL9e>B|20og@ZWqgxse*0srurc?SGLZ?WZm-@u<_ zcy>g1Y#_rKWr%Vo8vR<(QM)>^;6??BJYXdZR5n8AzP@92RgTp|lw0pRI}HYc78Gx{ zE^h*kwV(vifGHi7L60h5H`S!|oJ7~wn7-!9zXBlf!T6+<5Wa)zQ87*7i41c|l$w)R z3|UHe$68Q(73y;>ICB`a0uS7Gl|448RiE9(5gc z_FIHT&PEMQoxw6&)lLcA))J!*tdvPVwT8Y$HAB~CRz=hj3$KqdLppSlpoO3z*W<$k zH_I7&keZAP%2AM%aHPIt9x>cT_!9o)7+{gX|E$vBL5bodKXRwQtq7@y?D>VELe|#F zex%IPp0_mS)F73~h_%iu!QNy&Cb%x;?;(<)tyQ9r<1{g?ZqbBAx{KC$#%%S%+>sCW z)x0#$QW`tg5dQ3&DyeYMM&1!`(V;zyljqOP$mz=PHA=+~nKs%XW?@|N&Z=pbV%O50nq-)gyGJz%@G-fhV8E z4YLDyy*aWtpafTmo_%1U(zG?D9WV>~}Y8Kdb{<&TMr4ogpX zkby3%PUlMtu3~M4GPVb4iDDMlyadk+osN=$okVm5qH-e@^=cdq=1pP)z$@>~M7J6~ z?W36l!4IBlGzO{Y%|$2HY5~iD(jwN>$XjWuOr+3pk!+OH84~7|bgRjGSia4gbp%2q z7dy>6PEb?LgWbR+wm4D7B~A%GQ+6?+@{}nhT}ml2nToeaa5y<^GIAnK)&)B&cEwy% zfC3`Lztm<*k1pF;B2N?tj9INil{tHfFd=BU7U|7#d2SRMR*}Vv^2}vuiHS|IkbpkT zweP?b82G>y<=BL7@(lPQX_%I_*A0^eb(h=9_8a0!~eFZFJMJe>lX(5#;ZfR562Mewl4||x*Dq;qJk0Dt}g$)hGa`6^z z*+|d0I7(m}T+8%y4S#U(cRz)}gz!_w7Zvf!Q$@h1;yHKfw{BuOoANfGacNpe)SNLH z9T~87marBD8^DzSrS2f;NhL(vYl5%C=iQ6`Iz2uD^Dfe*EN$-IQm|1tt8s5=;CxR} zG#nAIj+^e3N`mu+Kui32C~-9kiPT^$yRBS%%Xm^<^cJql?AijdO;3?q?X_m@XK<53glY}2^KUO4faGz`kSUI z@s;0p-&rw|f=L^hA32(Qet`KVm(sU`XjGK)j=QY0RHOsc=3>TEmes&H*(}fT(zH%8 zbk239M#}Vi{#d7d_$Tw`g9-Z-zE{5MtZ__eg+`sNs*1>8rA;ld&@>X+nH(LSAv#Zu zo&3{g)$cvAs%93j4AT)5X3z475d6*|RF`sa6V4Gpz}1eRq?0CRTjAq`WZOWQZ_kp!&}^tfhj7pmGxm91Sf@GwEB@s)AMix$<@HQx-K zREgX$taP2y6Vu)zF77m=D|ogj&2}gH=UIh54>mDCfRaB>W!os#Xrig4BrOPm9F;L# zjLP^_$YdWo%KzAgq2pC3hI_qf0?vp7UL zc1Xt65UVyQCd59ljHp({3#aGL4L@ZvJxwi1I6aFaujRb;*-d&9S7yIc5d(FtG<*aw z2vvOPQ52$gH*z!3Wwi+F40{uk}--itJ)B^Lv0l{SJu*ei=m)m*vOH< zn-Zuk3T5bLrLC%DnIz3U>p~9PSLCy_vlGh9{)x;ZDPV=+J zSv3)y($_1Kc1WlJ)~d4V|6n_Az!@K>1E;)Dv^=Gj-V2nr=IRpnew9)cijziLP)bg_ zJ&UI6^%tyOr3WI_FBilr*b3M4v9BR?oK;RmG^~MNrjeFuvvbLHAfx|BB^w8@Q3ySa zcPMiYd4Ui~1UqWQEeT#G=hWECSq$JX#?2`Jt`Y>}j#f;c4`J_-6n9cZT@coAcCtB2 zg>R=^vx1utm{7QxdhG#CA=3r}V%zdkRu=r_AyBSo;lmI?82@F(5E9S_e8s)1emSSG zON?!#u-wwJ(1)(6-JuaW)g=ztW9U%=VnPKIOFPVrXiR&R6R;9^i~yEaB5TXe4@-yN zp;Hd;!@AbQvEsP*OGi#k3t%e-egT7`LyL^DjM#+$Z?nm#EohxU8(>~)(KX+`ISVsM znDW*IgUPX`F{p_E<6~;Kk?>o8=_TX@16d)G{fa_J!;@r1gm_M(0WAeA#=mi*z2gU=Bh^a_g$k4fyFL{PVnO+#rWL61&Qs(vxLJ1$Hjw#$wuPw8`RMCUaF#Pq zD^TK*AG1X?04T+4g!U?2{HKK!XUWhj$!8chPp5w1ibEbkD=dp|b)v(|u-RA%ov9?IqVAiupuw=hw!f{XKEDA81TW7=$ z#WB7OAwj0pPS1cXT%pw%b`xFn1h6Dw^AvKGqQvWTtc&Ie@tVH3@xaCRpmcCJ3lTlZxE1pm`Vciy-}t6Te>UPM8k;)vVBKApu0f zDiX>PV(i^`pi6%)us$Uv72pSkana$KKJ3@*24c zBySJjOO7){f4SPmvLTUHhnP}!6l&<)k$AJHb`y32ZtJ_~@SsWyUjoVqRWwB#MZ%2z zaT5`C8shf%3VD*);=CffWdh+s1vD*eq3n=gmRi_`;SzJ@fWW+*N{`Vikw!>1)?vLu z@8K*3gRt6!t(?77M47U;0?6v2emfK}P8K$L#w_OhlsX)2>Ukd|7AJP)HAuVB#mk5w zrdrtnP>7*Qi>rfgspzsH@b}C9KS@&-H z*tTuk=p@~-)v;|md1KpF$4SRF-dG)UY}@9^xA%Wn?K*Yt&&^l0E}q*p*IIMVXRh%Z zqnJ;XbF>!|BdBo0C|i>GD&=}Yj8^lmV#ft}=35&e5FWLx!$Xw=`5Li|XgGxI2aN4V znnkDYIHwCk8qpB8SuEo+52s2T6V^l#nCYJ($+k3~QcyV*Ze&2-uB_0BfDf=H6IzGK zSb6#vDsJ)51lb*Lpp0-m4t?hgO_!(g32RfQK(6HGCyB`GTb)`w{GQl2OBqN2SZw8mjiR_S;oftJM#=j_4{v<8na} zL94UDmAkD)+}(hV62^X;J$=QEz^#gKs(r-A8~fuwSLZWGA!JWkPDk*Uapc+62wm^f3lHHv4k#WM#)ap99|CNcHkxx;~oKXG)sx2YxYg4TnW)SPF+!- z6iHrpOnPzIX=G)dye1(A6r2=ubp@^M?1Yx_Q8e46w+uCs7@Gyrt%GI?KabhJ@~;Tt z4ywd5EpTkym}CP7UsBI74~m*yFUsPI>x`weCp66Um3p$}j^nYk2eSk&)u_$7kWd+v z4H3ukgRucFJDo%mg{eXNqdb3mPx7|Hr99;Y;+|3@Frp0few>6DO5V<8wph*{y`&zN zDKg0jZs`@%;tF%>#*s1M28E(^n+5l(VN0NMWxK8Y9pU^fh6rC!EP5>J6@V%G1OaD~ z<`tMzDM__CsQp|@QIXD$@5-T|u7)FKGz`(SvA7QSvvj5eq!*Y-j0>7^yd5F!E9a!i zA{#p72<1?33GfE8P&2|siok%6Ic?dlF_?5?#^7nJlk>Gg@?~(xWfJi+phZTSvV)Ce zY=>Yi4Ng>j#qEY(F? zI9`MEIFxN}ZGStsBZ`>-GXgIM5K$*n+)Vlih&HR%Uzs%hmRsBD>fF`JMr8awz=R9& zvy3bQDFeuvHs0nKgyQNB&6&0=8getDqmc_h$^c8EZ&2^S!En)#Xasr^)PqFOLveWY zB&lF17{V!ljE#YS4plv}r-qWrW7N97BzmX!PI#>8Vb(b~gLt4t@Zj#P+9 zE55xafwQtQ4F(AApc7qC2A0RBe4W|pXR<1Vz0#4cJ7FIDu~+5!(l^(3Zpp1YuR8#U zY&WmJ6OOq%fG{Hn&u#OcND-|wz=S}VqEFWudQ>4iK&Lir&rHh3O5ymPP9^3)ZLY(_oHLc^QKtDaaN1cFqgv zB^Zjz9i^w@bQ+ZNZkCQ0*3Y1C*DAF$9jykvmdLc;xafd7BWfb>Y&&4k@o|MR)BF^1 za+OSSi!sAuR^pvIo|ye9xRP=$NH{vDkiK#)>F#@z+mo*gssFVO$Ks9Z(KG;hUkDs^ z;v6the@D&>E1+RZ-Tbu{05&C8UWtD_$2R#|O70x>&dGjKP0!rwEgT5?Zk2GsVB>(| zEN=|@xLdwtiMm*iSFe(o32}YJs=$bf`1T-w{OH42eqWp=c%TLwEa4m(?V*p7uGVi7 zGo#V~He1zrghI5>1QJndLp6XxEJCZb1zU09W`H3Z^e5_IpNZ#{IX##kOF}Z;vcF&%kScUpCWlvla@t5lcQ^%+< z*}P?n&8$JGyKLVrrNsY`E4Rff7u+%9Tv3KSK_ZNhtKjZ06v*;n5=#RZJs1%+#l0qy z@{o+tD;&xxid7oTG{ovPN%Y$DtW+l`1i_jp7`|qIjvq=LriFd|&-_!H{wKr- z;qrMc!E>$0hMi<{w31wwd;{m7k3v6Q^Q3dnJEmfVlN^O5p&O=mX;qZ3$-!p|>q3 z3gHwcfd$Y%wrWIh-%tv-Qa6mZV~=NoCJo1!3Jxj3S~!c`v^o0TC`YTvIcxP62AM4VbAZv^WOdOHii`VVcZ}2x~XbdPWYpK2x2gU?w)O|p$r7*eTH3G#6g3cqfzbl z^SqTx^N%anu%@+6{i(9BILFJc?zc4#M$HC~un3%(FOZa(s&|B|wdM$AeT#kvTgW1Ji2|`6ZXvDJk7%M8L)Ur;}|W!-MDy5a_1@LF<08?llQbjhJ1 z*GmXy({ELx(6Y^*vy1{?5`WKq*E=MBrf+qx#os~b^(=wy*@r3}S+0a)9 z%jsBu?CFUs4+MaY zPjCq3Vc+O{j?4aacl=IZ@%-huM%dTqar$agl-3Kh_DNyRGbF?~ZX5J%uj9Hwd}>5K z`q?N9h3^pE`Jjl@+(ECFsBiP4dOwD-Dzb(&>m$^XTz5{8@Y&O!RnVGp!}kaor#d=R zruUi*GjwyKOzlHYBTveFd^s~g$Oz!vYQGEDV+i}kJ;8@wJwJKeH|ui9Ths+CX8a|* zJ5%T@`LnElU3GN_ao@Q8&`p6mm;DM#*EH{w(TnD7l#Hy3@5WfewG~aIit5cR!XAGo z1Y9F-gJm(Pu)uVFZtld|3)N0mr9Bc)*L_Q2&7~zWZFTYHn668>5xRCA;sao^w@>D} zg)G?%SNGO<=DpQ{DZ`iOw1Y`@6We~FasH&Uo|wvu<5AOr&4|n7=NjzuuxhHGwAAS8 zG1&3fvXPUo(~};gBPM4FIc?%+XQ!W(3T~vOWkOd&Vl=l zZ~N)vp!W3x`=N&2qp{{xrLQON-ki68Gh{cv_tbsKhRE24$d7}Hsxy9Ml(0O8K3*o3 zpzveSP^|#y@KYc$WioZ&M8lNxX=GMLGcXb5m8I`L!J5XOQ;Z`NdpJ7;d2X>vfWW9Y~ zQ#9y{grEWPQmMz0(enh;xJcorHBB2PEuNvCuF!2iM5G28Qma+F?zA=FFftuId-Nm>Y?mn}t zrP}p0#VfI!^L_OF_x|)BVOGE? zE1jz+a$fJW;OukJU6TY~WTH^>6YLGNt`xF99vxBEL$R6t^g`q*j>Pk2adF9~-bcqZ zz4;ROwKx~cV0hdo_=lAk#eb_hSULVlBgFXfXk@v;Z>f+0b+9+0h@F#3-zMCheJNZi~&I7NS#_s?Kpuk0B|6Dj8r~%Sv4{!dT2xFNl8+WJuo>^*Qo^EMH!ZP9rPYI!6^5VGy0Rij{WP{f?bGP65U1%4E1)TkwxQyP#14)-!ac-2 z0yzXZLLo#U;pq- zSJqLdA85E)K>dG4jrTtzl*D{P3E<&k`F~qNRCOJi5K;58XTVZq1dkdA3V<1k_JVi~ zgTTR(#o?fFa*d!U75R(g#(YB|s|f`m+!y?okJBiZAPRB8m?}9KulyE;&~$fg+1mD|OYDjLEROHcU3oxR2EM(r zH~Mnu1W8b{jP5rt>f>W}vq|mr;s`yE%&@yxy>vlaI)CoSJJzDdJWkhbg6>|9v^#)j zk@rC-kMESjJ$!{#7AO!wF<%GDv#pHWUQP09^@)&W-B8J>yx-73#rl=xkM^qeYJ<@^ zt($$MU~#sXIV6>vUXlpsOO1ZF#fg}+s=Mws=MI)e0d&!`u^cIMuuW5}tKj5Cx`|5% zn)gZ0dCQmO;)dO#y-A(wU^RceFA|`m`tBh>H>^>0x4LS*+Zg)Y?W}cRqJDRZaJg^7 zD9|RsTuMuWE2WQtpMrjmPLq*-$*Vb>(d^Wco)o6{b`+ZX?CvpEK@ym2*Rf@Q9e8-$ zah}x_-;gRM3A$d$64enFTSC#*kl&}K@dxGSlZi-B!`0}HJ4lE8hQ4U4LN1_@-wC>} z*KO1GMxfHbsjebwTJ4(G+TrwpsEx9G;?g@CJA%xWRiEL2T79^Zz(YV`E23Wz`5;SA zx=b?rusTrfS`Ah$LhSH3YPEFaD-(UXkjX}g_>C4wiA1UX0L7JPP4_kkw{RAgEi_17r4`Dc!^uy z`Zu2@*Y6$E3Es$T!eX`4I0mm;10hV$iW4)07sN@zJ{LpF)#rku9d#w$0yzSOBRa5mtW{12ZR(hmsoH>ofq zfL9f4qZ${?V20>LtFPBcGhfp}*OavkXUA@m@p}3!{fta-p>rEv!TjH;$`{06e-cce zb0+^xXeDFWY)=+07cBrNiKW%0HECry+p-;(yGa|*Cpi6!i|H)R1X{D>4_J@VcA`{H z^wyhB)zHj{T5Q)|4~;{KGd(k4Jx|F!e{L9{YwWbz^1LnOt`EmuZaB+o&Zp;+_9Szc zCXZ$1`7#K{pxod#GiMkmeg93VV@=*VYd{ix=k1MFu~DMvWHtg&%Id6s+^EWJzU#L8 z+0H*Ct0Y>0mXw%Y?9SD+X=fD&GFFT}vr4Y?Yjb3B@@12x6Fgkxc)6P=h;MXaf6ub~ zm^Ua4=rVmA{c%`(3~P z{?%^zU9q9H$J=-YICnnW&~qC}@@hZmzdyycl5Z%#t*AIi@JBUIi!fI}nP%8}?6_e8 zro?Mhi;fWd9p4i_8m#iN77>#rMU4vh{78H#nR>Y3v5EnrCLB8;3^^3LSVZdXc{H43 zpd{{(GupgBGxRi6=l+bgBtW;TjH}|#UeE@P_l}9b5M#Lk;Lz+Os_~HfGW!2i(@a>E z=3;d$_eY2Q{gO$Wd8;O8nk(_{DqX=BxGW~qBuzT}QMTZbGOWSp_NG9Q4eb#pV>x-e z`Gy|C=c#}?L;ko*kuTvI_4Ib>O0KNe;$SDW#UvBD4=OZr!;@Etr9H-YyKE$+pJT2$ zUCE&R#PpE~XrHO?tIzA|1B^YEdoz+otp@7AGz@0?Gi|d`YrGnSUS+;&39hiDMu`m? zxQ6pCW){Z`h7DRccmJ(P`G!ibB<&DM!+9`x>b8|f7-{!i>6A|@NE{mQ8 zCQIFwZ{$oV9PGdJn=`Kcvqw*uM~rWlARn52uE9dHk*DFf&(yGqW%V*eYU+R*LSj1+$e>Hv@Ug{Hgwt}dS>`3 zb7MagLaE2uCvMH8t$wCm+l8QH0msU^>N^Be0V~cuwx7e;zc`udf7|e{N>R@1%By(h zb$#ZL|7su3q6x!$9zw{@-Qgd8+tfc1_I&>=#U2k3&v!@fguk!NIj8=eJ>fix_Vw#h z+9QIYRD<0Y%p}oPcrEaDz5y?@E*E?}%%&bp2L*1;EW{!GV8m2DRVD-F$-^&QVJGHo z8qoRms~c{kf7}Cdd`PfR@{D?P@DT$#J3#Nx2$KjT!GHn_zQUD~03MSe{K5dI)}Vm` z`}{XT22%ZO8!iU5RGOrb8~PbA?ed9|2P~sw&zlPzZBW}QJ||OzGZWk3O5E;HOpP)I zN;Wh4{k_i`i)t*q9!xr(a4s{@@;h>TPk@58AbK0MVTnalvi6rjZ$8S2Yz$Rtrg$X| ze{)`r(Rqm+O5p7i#?;_uLyABQ@s@G^!3L56?);xM?HJY)Cvp2INll}PYKAS-Dk7n6 z(-U@%M{g)Ht=n3*2$Ylo*hEOG92P`#dPh!At41o3sLW~TS&vMS-xTv84Xn_)rGOQ* zCs=|&Sp-qUNsK;gJi6|ZgwTqLFmynbH6I298_`c9*+Y=wi*z7y>N3P6&-wsk@b2kO}h0X}Db&a}V9&b=OB%D@iG}&NDwA_4fa&dHL zZ9ntIMG+XW1@kj0B+*F9Ni}7hGV=Vl$5O&=&D}qhD3T##WXn25JG~;ip#k-hq97$M ziLgVTMI&@r48eXZL2TT!VlX`l}Uq5BzncMKdE<9 z;-Dhw4c{zC^irRwBhq}HBmmSOq~X|<9~%KZl|cC6>mCX}$#vl>VDo~+cWugMp}<2x z7R{8*n=RRg_zrJGPwG=1ns%T^Gp}ZL%2IYT@zYf_aE|_brxAZMYJe)Dl;T5qrvptv z`YizK#dxN!i3dsYD3FZfVav9f;I;u=_)w67J+HS?i?L0@!pTbN|>KVp*``VX~sME2G84kKGM5?K}w6Q&NfK^!pHFu1;&U zI|r$g-&p}|4K=9tg!$QHg;|;NRDoGJsz}(Y)~Hh1**Y6rBdMcgicL?UzU?H3U3TpX@I81a(`Pv<0v|-_jsB1LhzmC~JFe}>l zbYXSu=Q}c)4Dx|=cLHL%Z#_Uj($f|=(se#MF%Bv@ zk;7K_b|%jDWn|wr9#T>|{q;wIydwZ73~6Riks4{VE|Qe*K*Q02&CL1;-vm=ABB&~z z^ABA;2Z6;PXoeZS^&rpE&8qFK37W!NjIl_^HhKWcQ zEeFk*lCLaCZ1&Nwr1r2tFM<^`I<;(hCzxtRyvx?nBE@26hJiJ*{fCrljs+Y^skl6X z1F5DGi89tgNMeMnMEnSzroq0~!lnLpAfOq1)06U@yIK(_`A^S;0s3F5Z)xM&pxglP zeJ@*DSB}U&xw#k?OB2zcOX2WvIJ&mI3#Z3-R4bI`K(mq)K9N4{a>0T4gk)15u0qUN ze4`7{UrpY=QH}N)pz#cCsjoDCUD!igzOhOo0s^kbV@VR##}LTFWzdQq-Bk`<$<``rsRB=xy_antBqlA^~tee4pOK zRvgy!c9Z=a0Kc7&nh>5B?RV=hQM;8tL(iM02T}np(~^5xOy7=c4rwR2B@Mj>1rbh_ zKMKSg2bTRU++W>bhd)+^=h-?B+E&@z52wiHbZqKuYcLs{n*P9|mb~S4*bx9~T%!lD z^c~y5y@<#IzBBIO6|;Iu%gVJZHV+Y{TBh@$HGHhI#MCen4DcBP=2P2*Rdfz^56}

zAk;I7%|m_3{@Qu$#}7RO*lQeK@!OE| zWz|?_mtS&l$X@F@FGOyCsrQ)uiqAi{-P}2|L~oQ?ej`V7h(^u}rkM?`*;%GY4Bba(NL%K-iros&52JhYL03yA3}5c zC&V@IrD1IgC_BCD2h70&pNmvbSLf5_OzHj&uW@iA?Jj*d;f@*Ne@Z@0Xmp_c1@EyZ zxm{RU-b{wRl8N7H`c?w{+F0I|!rjx&n=x?QVBeZ6J(yh6&%)rFHL=c6P&nXdo{9{+ zovAdS!PKIgENTi+++h7WOed`^V;JOV`wO#0K1|F9nkCsB)8�_m+7_L$1@7OdWmB zTi%hs)QwQ_r^3pZQe63DIFOG#Av~tUHt7tr7v)iMxDsxjont04?;MY>!><|yZ+|Z? zJ(WVLF$+bQA0kX+s$INk6|+8A*r2)EE}oHM{0hhRV$Tot zzDy$0IJ<7~1b~;IaXag2Oja{dx~j|s&CFs4PCpPn_leR5Lli822~+Dns)S$UNZ><^ z!8rSDPpjMah$_Kilfi$!~wS-5@X?xT!OB)HCo17hxjG zUDyAyJLn?e2P&u@-(TV0@%$CVZr`3 z*xh9$VrCDt*E-sY9v)xseU7@9sl8qM21As$$wI6bCkPML-Q2obCOOUdJOi8IbY+!f z%Woi9VRp}%bY|VT|4bgbUUu=6Lg%#V&9MpN-@YS&nN-@gW1YNw%)d0uU2BnVv~I-i zQbc}RoogCph)#jAHt~IPta;h_4+$C)oa)#EiQPIo3QfwGT7V9Tk$MgX14@j2Mf$|Y z#`b?GXfjS-HjY&CXGl8WR8PlsjTggjsrIL7$rqe6TSjgT4?fG%4MS2ZQMRQVw*DB3tUWbMawrkzSRE9_B<2DH4!dPM>OkeA-wFWE}r!H_fu{1A?42qbZD zv>-7<=KO7J^dach%}>S>hDUoaI7C>2H%4q#(j#5e35Y@a`Tmk=G#K943ZLjd)_x?2 z5u(~-fr%j-7ELhnXDW!Z)T7|K$hr!Qt;3RShC2#s;Lt)~kF`{P;$um|{$AfMpdX2ye6 zMEk_!@*E&7ep5>vsUChI`)&m(inNdOjSlV!;yEBtN^gjPOP&p@Ms#V=G$x@Uh^K%H z4|BDm0a*v|m*+z{U)J*ehYJUZz&o5!7n=9O7FN4Z);0#ZAk(_ZQ-$jxE;Sn-jsIqU zO+)F(*dxdDXkf-E1FaO(i4$(pdp=+K(Tt1m{#y2;O~pMv7kg#$h|xRF9+}Ll`(ZkO zd}tbXu&I7y@6yTxn+Vqsc;!~{;hk(ewo*8|Z8QM{DZ0iqmg2Y0^%Y9B-V3;CO1xd0eo*pf_T&Hk+sdV!{q0g6^ptgg!h) z7}lV$tYbb3uYgIZoxXY6^2g_ZU4UYKXvhTUpB`uSvOxv- z3eWV%uykKSP1PP~bm`mj?{0oU=~py?rz^q+BehSnh;BBsbyq`&4y4V&h2HhseNDz5 zY9xjF#TsY=hAIY$$G$tlbHPhw30>(Cbw^i z+HJ@Ox%@a%hEeq@?o_USSWNQWZGlk4C1lJ+cOgAS3-LP~ZfJ9bUcOF^7k?L-h!l9k z@yiLcU-(nFyV2LJC_OpVVK#-tMV(S^LigYnwGWJ2dry73sy@odC5W24PLX}7h@dR& zguGi_wwWU%@@vhb9^+?Lx?f`-&BjC%z$k`e$?oXL9R6I3NReiP6o@nftRV(Qt?Geh zk*P#jk`0q=gl-X7W~rdH=H4-7hoW%1PgB=g6**v9J%5B{p!A(+Aev3t zQWK6%zojRl^nK5^!;|5mTK*YFOW3B?9MEgny4+9vQ9;GRiUXbgsnx~X_zj1J^>J(Y zp!lKJ)0_Ssl!|**yKLJB=%2gKzTSsg7Z~GB1kUs^NYP_&HvMSBMZtYb%j*x>iniGC z4jUTev98W~o%VKQ-iA@e)Z~7k3|n+9tuy8h1yGUaLig8#tABcVZdbwqzSCEw+7+x4 z{TshC*}-9u>mxm9ok*F&WA7KZQOo@VgGA_yvrr1*=>eAE3A|BUz%97^IA8y&b$IczLrTUBftH>f{{-9kdEkHjAA#aE?6TrEDrKDV{T167pwG zShex7f#w`DI}W=5Z>U7KGs)`DufOYl81V*!>0+g&h|sDSqBgXRRCbE&gHaU_+I(;$ zMrvS&h}WxCn$sB15v`0A^qcn$c37chE?GwNb|BQc9P%0K6Qr=)m=KUEGmLWJuNMednS*R23PVQkG>`|#j zvLoQi&S09<>Pzyf@wK;jhSXF~;7RN9TB$%}G76cpD`TowDs-VRiQPdD-LzVZri#>A z!#XVzP!6I;rSWOVF$9C&bjSD~7&8@;lwj%xcG$g!8wL*e=WRofAsXxAlMOIoque7D zI366xo{`}v6@+$ZZbYh@B|aX7=U%1Z?@37nzYXX#!xzpnr!kYY!_Ki;1Q5)jt^@So zuUPV)+S(0|CU|tcZAQM#WAzxGKjqGHu!(KM$Qu5SRBPMDA^Ewq$m2b>>m zTd}NYnpw5`TQ(szf%0>{BhS7Q_y;l2vTHzrw!Zcm5dlSg)5DRH!~GrXmS zN4YnQuS&g#d#Y+egdyt#8v|jq%3?yaOJ(qJ4E}ybLX4L%UKP2D-%oU#{{@=diE=;R z;0r;(b{9Dwt)(Q0d+Q=ky3mQc(bMEw@pLzzCHTMn@MG%PzuB|mark=`2k2%FKqYx6 z%Bd#vqD@cTT-$L?Oew+Fv(bNwYRR}}6*c?ftFOGXl~UnbDEnu7;q9{0^WKo8TX-A} zTIRFVREvjHP~$`ElwdYxu)d94szp|7aFPgeb zh=b`%ef?}}ef~d|@+l2zov4P|ED-P~S(N)~qpo*!XJDXZh5HmJ;S#2ql1v)$RC!`3 z?R{DaCr*aL95-(az{!4v)nV^6L39OPHYYLrzr0q$DSVTw^-`^bs6=DvFm7KsB8Ye; zN=pD(yzllDb!LCFNP&^%5J|dW(vxdMZ&uN{I$;)fvxN>}bX^UOItQBepW5oOt5TQB+ckIMCLciUy)tWkiq(mQNYH%3I<% zS-KPJXBqwmT+xJL)h2etI_%q}4jOzq5W54qR`MFk#geNGjzD0@m`iIpW)K_77T@Ic zih$TxW1I#Q_NcS|K^dR;{8C~Mp(}rk|Y~Pfg4tlv|sW)`?5@ zS2RMMA*|T$)&RJ4b9K@RvlXeKF}O|n^HL_Jqa$@w`7_UL60apqJ`1?Cr|qxp3>axz zevOwW)u`6@q>bq9`EZDdxyEgkiJ4Ba0!|*0CSwCuK5C7?KII`WpyZ7_SefYt2f1qf zyVZ65c4-zj(L!;J36JG|2DfZxGVDNdLq2s5p3<`wH}D33`6tKiyT#V-6ieCoTJlSM z=k|HVP3Oc~AVH?IhP%o33yXFqjjUZ`3tpuAGoC$4W;@cR116epe}aOqazu#JPh7r! z*EviPK=bz0pR)tUh1DA3r7egxi^NFG-`l1npzqG2*7!NZ$zqR1U;I<_>1A zZZ77=_Nlh+kcd!xoT;g>FyZv<>|E^Je9Uazv}|m&^dMG6M>9!dH*+#NNq!DCb}$n(M2j53m!Q8>p&5DejEfsPdk^xB8QgkE& zBX>{LPS5zrXcqMZkcr0UiNc^*T!X=?s zKsv9U{sNPM0VRVSEDo6$od-Zb^h+>9ps2_~f~^ap?^yH)ji2ry`+Kr&`8t%igtR{(n$n%VSM}+;YGp|2t;*f<-b!!WyC`uOt zLt5ru?d)}Hv+VbLZ;Z9Z+L?LDWw%8_a!zXu-w;PRq0LGEhSx%R*9$1^Dyw8D+RzoL zT4rKJ7OHwjpNNDm)xHBLtEu5T95ge^rZw0Jxm@3B;A$2`)7dY)k@;w06Ma0>4I3UW zbxnNzvK;R3k+0X@yfT874n)qZYB*BWMNlW*G-Kc17!OYi#g(YcNyP zJw(I3kLj^eCJFl!>VO5MsyC$NMafUovCkfDKZ)#K_;C|sl=no6ixtKf2_~d+)0~S_ zdQ^~3bcshxtnBysqf@XI{%rj`YC!7P2;t-GJ5sVh*ER)nF3x9XFMYOO&=RQsrE8>* zlqF^vP#>c8*=PY2J*g!m7R7pkVs|-#@26_eJUSJQ*h9&KQxDW*6aEz%h+Wnmla_sHa2gK}zHhfXNF7b*#CKtH+dR+eTKG{6+4u0$ugzJa(j1+fJYqNq|^|NR%^Y3uXndk+Fh7W$)9J& z-?AN@lD?3xi_qQ46rlN*qHs5_gZvA3;+yWqC93Vr;>|(AJfdU?!h0@ z5Y(yJj2cVq4$}HQf<1Ag`*K)iFfp1{T_Y%Aj>c}kWbv8;i(u@|EtdGAld+2yQWSk zNt~x!2`JbbrQ*=&>Q*yjR2huSXIX1;ps?~Exp!`FC>k^gp89PLK_hbI45T!3Fdjcb zuNQCh`^FjxFR+mw`X0y@_PF8I3fZ=YPZ=I<{+SW#T(kB4-oy6b6fs5dyx~be{G-whU%2b*Ggdp2NpyKXQ0x5s$|bDNDJ&9w?`T5XpX?a- z4k7-dQ~7`F+xWOrEkH2j03WwLh*iz{oB2l`;Rdm4k?FCMagworOnz~6{O{z#LB>Y* z1;i@rVBz>N`Y?3+&q$I?PmqrT%q_*n1!eavGH(zmg3~*Wak!>Vi)7!5Emx< z|3gqdHu~S(1?FN;M6ad?sFOw-=__xid+t42zPZ-gh~!w_^>-JF3BH?Cry(kBduwPIX`-{EPmN`x z{Q02jdrL1Eu^3?IwDP0PZ%_1JTh9mbcdd8{mwZ!!K#^-#&GjmrT>)#_%UMS*_}2Mv zkw6a^ArR%yMDwEpA3sRjWHBLm*i8KbO_s&ci8ObMvo3@e(x4JtQi{H7GP`^SetBpf;wh>!E%8YUYz=h+Lo) zXevi~-oCTP6#G14E7PYaeW~GlPYjz%WSU${=RPurkR!F9<7<}_U=(-P}1(C>KYBiR9Q;AhVkzwI)m4xmsFm~kK&yFp_R zQc-9^p9vCmH|N1uL7zaP$8;M}F2nH1F9AMJ2FLkUhB|gXHgj568D6jS!iCMv4Xaz| z8Q1GpYwSi`EB(xuY^vdsDm#suCEDj=?ff$3 delta 136801 zcmZsCQ=28)vSp=h+qP}nwrz8zU1{64ZJU+0ZKHahvm5uJpJsgV1Lj~v?jSa0BO;M0 zii*=Q(X&C5%`cCvL31!SAZ3F9vva2Hu>+ALDGtCT?Scpcb8pKdC=&-8d*Tiy;9AShVUr#4C)c3BFEdz;byp0XGR)R49Nn_51?Z)K4t&Ji zmaX+jQ#t$V6HiPzm30Jak&Ga$P*8MY?9jzyu19iYfp~DiLBi9K><&YMlvuPt^it9> z3{t*u{p0Kb(n%Q0fs}jdgyOfF%TNV8LYc!KR&OobZ>Yav7l-)*fE(Pqsq=-WmSm&> zNfWukrN;=P7)qsteAoeovd6QfqeOfFm)|GD(LVM_vLh+#Z{yK~la1?x@-~_eRG1hF z0G-^Ai5IR)AjQgJduWIJs({XUM1KV>P&2fVcupZF$7%}77M9DtdR{}nZRNi3$JnqC zScxQ}Lts0Y%*FF80LG(-%DQb0ABByn$+(C8op;>yeGugJ0Os&DFQbxKrwyK4z(f|~ zxpiB0d8Pl#tbx7D*hdM!zGw1}J~y1;^z*3gzLS1SXAMW?^>2w4piWy@s*4e4$Ct_J z$_=fKxB+vsNsF5o=vdBI=+z(VhMlE-=jHuA^k-{);&Z=vfPTx%I|a{eo!u{WJC(L< zuKq{bd7`RrJ^elEtgHickgAt(*ULES=)EoGrqQnFlTvN;_rP>t+6&(su5L$(;uVB3 zCKC42u3GUjFa%W3T|?3KfIj6aOB=iuzqxhQzpqyC zWjK)Q?axAHfQ6XTz5^XkZR4^7_r#J`!rT&hqCBC!5;JKCNJn+0+`BLL_O<(1raa;m zQ18k!w%LfQ{?&t8LJ*3#l7D*+!3D2FOmd9EPRR;2Uy}_}2jk{e_0}V;$Lb$V8pJLO zAp6YI(w$PQNjbKX^av^<72&c=aSPwnRP!Acj^wIoKq%jA&+X)SyWQ1(tCsc`f0gzq z#O4+EWAYXRvb}L0QjHzGbGfBtTe`hH`+Bn_>(6zH8AVm zzZ#i5z(`X`hF-eYE&`E`%wbN8P4shh9E)n%z@eUYE4GB-82<0z*_Zi>*HIn|hazHz z*2_hk1PEDymX(w#(}&93ntastM01C0|1Ra)aNrTIaPkNvU@G7dI6_ zFK(UVO_jNyI$1jz0+BtijY8YAE4o!@)4U$y0Md=cAgMiI%mFM}aM{+td*)^g9#SYM z_G8! zQ+~gJ1zi82X7TJO%T>r)5=Du~(3U9vLDgkgUcV{9l>Pt}8Pf7IEXW4=czH&r7pe4I z0H(5hF;-+DW+UE^YziT{?2L;ansxr&j<`2ObdE>n#9NsGrUk zzZf447)J&@9f|E)_ztf;=@}*|%dQhUHayL(Q{k!_*UX8Q(pXhkcrcQBp0U(7dmbv; z*^8opM`~fU*#nX@74i&@k>YJHQ|F5Tus@)0o%}aM__ZEjmVW^G4s}!o9F9_gr~+}0 z@Yrs7uwDYFqtr3O#zvRol&%+eVmUM(Rt+UJ-^0jD^NQdP%K$2zYq|Z@y8QJk!Y-IE zj`CoF@Y$z3QO5NeyH@~dsyi|A<8V2)4vp@0m*Xubp1-A1jpqKOd zxd&dvs*dU-;r(bmpv??>RA%)Tu8&_^PzC){xBHL{M@?P^Z`IWItWvMYB3p2UpeV&_ zKF?B(kHY8^m0@mg)(w;@GvyrWJ|kyN+ydSr%;0)LXUa{r5D{rd&MmHX%W>B)Xh^q+ z+e8v~h+UzK14PSNAY1_9?s3l>K>mif8xuMA844k1{ev;vMIilhESzgxrpDXLi@6Y- z++y%%Qg%z!l$YsMS@GmGKJRz=Ig~G+oE@;02#QW?Al#xx4~K~yWp~-^;3XC5O|^cB z+UFl{mJLa;c^G^z)GQ`c;18o{mYuYS?Zvlyhw2%m0wcwS3@r?P9j8G0J9H*;13?j?RUg+QTN}ZKBgj1<=UrhbehdZh3#lH`6D$R9Rx?Id zq|)Z>JTC8CecZfLvG*-`B>&!CA91%^YU^?Z0-J%8Qt>rm(E%}TcqSt%9>f6~s(HMe z#8u)&%Dep*xttMOgt^H9pulgapBy0c;Irg+P|BnFL`v5-Cu3wVc?F=l<7ZfhWH9+G z*yEAH2UdCA<-(gzC2jNFSojPcmElBh-6N7)2FxVj>u-FWDxGH64b5dV{=I7Q0>a72lw^2L1<;aF!I41hz0{Z{f=DnP+kV7X z!HqabBLB@oPr^9sCC0_v@7b2g6#Qo3T`ZOr9It+?BDP2a;n*kHVHeGL#PUwyz zX=3$pCBVBj@gLDmM~4DM({_;&<|FY;guNGoC zG47;#Lc>AFmee=1W-ibR+_i^cYb&}b%1eZU%z(XowkcW-{bYk9IFMKwLSn0$y~#fz z>Jl8}h02$s!z#H@UU*IAJD8Wi#6S$a9+#cl@>2=;P1My+D%?Wk z(d=R+I~08}zs(=FJC@wLCOmbY&m7T7X^IJ{^LqL;oxL5X@lRm<&MOtxC-zA0+zZ52 zbT|)yBGIIVy5_A}MaMwGN`jTh$pPGE9+ewA`1XubRgXDYTc*>Rm?X_KBeXK=8D7hpv;#={3Vue* zMV)Ri{nn!duy^$mt2>JPv!nPc<%at4XfJX)=q?iiQgP^_(Ax{ZJQ%Gcn>$Sw#!c)P zODJWdxb-kM-q6bB-qafVU72erq>7>x?}djW+52>%2AmRPD!?O*Y<5^|!r0XKk-hftJ-K?@v|ioSOAgyHaHV=6JBb}Mo4dX-zq5G5 z>VtF!JDp?4t;jT_={rEySVd{0;$eZrS@^R0OrFR3^p$+6kT}|NI|1~QA{mS!CD0AK z=fl``f3MKxNXy^Tc?Qc zMI9&UXM-goS%%7{&PYZoa>I`E==0)G%We+3DL-J~wxsbmuq?(t%P_*n$^Z&hvcvvA zUbxmjO4~k-)%v8M&w!lH+BY$MhA1z~8a}zvjQVBH)mIzU8j27G9sz%hs zB_DQ~;0lod8=aCb1}VWF*y0Ndnqe>xkQ%v%$(SYAQD(8nJV5eH%R1}&skF1A8He8X zI9{E-s;`Zq>*vKuyfz<#O_!;)@Q?%fJZB~aN{N4DfxGr$ScAesh})P*Ivqj+E`F2~ zr1hBg$RXGMR>HDn6{F)Cd;a0DJ!>z>jps-EcS%D?7)CK%AWseUCM`svqzPeRyV5bd z6G|0b!KS|q41lG+z9idHc+7>Qa;bu?O=)qWzKpTck8I_4R||s1o+3EmQ(~#5-oylI z_R(>AiL(f8)F5My&by_us%4sgvetsax41}CC5y91rdZI4^-{7L+bU`1T8)pm&~95X z=jmpQHf1FK3 z(E&#v-~WzNi+E7^<-|&f`Yw*<&hPjI}72$svep zX~Y}y0NDanMI=RHfg_k|4`iCnbEyQmdaTDHy{t$WCpIrMZBVDzg73&uCdN2YP(KP? zv|Y+#zCAZZ$vTWEWSeW{CVpFa8XHVI{t2?{%+KMyYxK!ht&ulp`b34Ob=~q zt~YZ}g-GZ4bHivSiV9hhRHL`KrL`ho0{S5 z?)rQ8t$bl&g9lC40t6En;15L3aSn|U;3Kg*{(eqz?0+%_8V(WC{0v2n@$B#*jm-8( zxZN>y>m;c?yXn&t2!E!oT(C1Q!zYZ;nI2&WDOKPZ4YXK}fgPdV_}AQ!*!-S+ z9+tYrw^smVg2!BhUL}Ah*|^^~gf`GdyC_O~fS=O*+c9uG4e*Rs&of)3YjPcI-}^ZI zNzU*9#bjk2=L^z8E${J zA_$ev{2g-jMKIxct+`tcLnk6>YJqs*Sm76bo?`c6+kL(U>|R}nMEfih9d~oC5$?+D z1V@rLqSUX2cMA*ofn0w(^2C5+j9R$SU;R}$^Q9&|a{D_WdA#jp6nz;TJ#o%e1~f2kC=wK%CAc7H6wDZI zu(Zb<(=;PR8UZ~gPaK2=0~I7*j%7mOz~B$ehGZlOa6BBY(^!AfOWf}E(I*%YAwnEo zi{<1?YqXD-G);#kE=^cmw0bv6u}eI+^+Q&&AG|g`!MKJdymt@S#* zDS0LW4wq_m_;5*_IS~GS+X#si%CJ9$VQ&X~7SRUctP6Bq`qUwQLnrGDtW znzzaW1b4(qsVz(oiMK+WyAXM+@CqBe`s5qmN1y$qTcf?(F2Q)R?6U1R=*^=(m<}bW z;Rohg`YKFOnW1@bk;YJc1;Z>UQkuo`i0R}MlYm{ZPWJPnJukB}Yt2K88ZI?SAH|Lj zS=Y&{rnkrWOEtL69cgk##BOIQ&o<~2g_Ym{W4ARbXas=nbVSR&08mwAQIJ~FLQRO( z^P?e9t9-<%+tti>I^l903&(Y@4{o!8sg)y*H=5_PNs=zZH?w%;Kd|}z+x^kmiODzRVAo<_3hS=PC9uHmK3yM25x>5jIzJ!* zto2XD)THlf;mz%h2iO)W6tmlAS~2bm4w__0b4KL*1X($F9$bL?MVyI2E#ICs3ipgV z_1h)&Sn3co8%Pb*EhIE!*&576u@I>&c6eSmcjiaoFo+OB@&S2yuNk)t6a{TR;AJhU z23sd_!odzV@ytPFyC%?e2yYKzfKede_CY)Og}-eBg>c<`ZuuJMuOZ(Htg-JHDA&1p z1J+F|)W!CfWS0SU(&7eC-VK5`1-PNo!mF0+`l^*(g#=&W##TaPeM;gdvyw2Nqv(k# zW4t#)wmN8lN8FZ>?B%LOxzOCPTh`RTnA|@U#;{D5*Z3QU2}LZfGVZnfV>-u*GXlAL zCeLTGaKLMg3Ql5rklt4y70wVSIKYZ__#F#tcG9X_k0MVGM;^n<%NEhC1rw=s?D0*rBXZUPlyd+QpQrbC~8dgk|b=LQ=>+EtJVKU&r#sLbyYtUbkSEsFclmzZ~ z#5{jKy;BWCaYB0yAxmVr>MLElME+D*!REfG$pRkI){q!#!zIkMvX~nnPHm|Wfj$7T zGG_Y?N?BF|Yl>6t+K_tg#qs4jbQnSIzd-v1YNb&j zqI-@I92+atPmXWxPf`6{Yp#AA)0cJ?YLj7>$!wrU#gZ_A$~3%+2c~^6>3Cd(yNlf~ z9bxP8K+4k{mjdu>%4G_`Xl;=$pP`>HUu?|h8mqx!hdILMmURT$OT0QfgOXZ5wgh}0 zDCQz&dtrhy$%0d2Uz;GY=3H>&`({;7n@j7PFmmckgvqe9fA{RxRO=K-Caveu-FKTp z&nnh{S*@$otS-ladi$4!#3!FT)BqgWev>gL+8=cHzYqKRaanYL$3%R1kW%hb|3mWk zDXR;uH5eq8h^bMPb+T(NC|%o79~3GB&r}Ksc5&BC2c@*`yg%~ND$GHPMUJMh=X!E# zd+ph~AVoMw3Izl)%{satLgStD#Mcmnw?}8)Y4RY^Yo3VCf%OY;kV{K5yHAW!Bb*NS z4zu)W#dE5;tfvitV!p7`TJa&Zw+f%9er(v_ZVxHZ@R5Y)N6{NEw5t$2en6H@ZR!8Z?vfa5;LA(JOnV*zL~@ys zlXzbb@GQCpHO-U1@%7Q_ywJ|kM5HVsi-4D`JFKRJiP{@FOvjzn00-PDGZ2ZF8s$o^ z*?@V7;9yhSulKjah>Hs(IeOH9NEFZCMt- zjO8!Ue~mUYtK^4r*4=Pq9oX>o)!YJ4779fYmg+F@K{62;A9tkh-3-e8)W9EBdq*@` zV~MxtJY08o!sIP|dN)BWO<3cRyScHzG=*Q>@aGzc9Z}ybbLh--Ag}9#VQjeSOan}$ ztyNP`srz!&HhY&>yk*Vs1zIo5-kmQ_xp!*^H_Y8$6#=8Vj<|I?E5y^jOBW4Z&^PGf zEXQ^B+v(+LRiEdym}?-P4M6ZqqqzQ!+M_91D+dI=v~Bw?&=d@Z_gbV{My)&bdI1P^ zK4~Tt4;QzRdZ9w%EZhWmi}}YN;s8Bnipf*?ak0sG!UsI=6A9Q<>#kgZQe73wXvOoA z8HM(Ps6SHbZe;yA+IKkw3Mv7lm=&o9b&>@>v`*1&J?W{>FjL2}iopGZ zJRMrlxKe=Wus%XvA@Z>#@B&}^Q#yIUO>lJy?oB^T2uJF`1LV*xO#sM^{6$5Tl#23oik;vBu_?W*LvMD)l zAb=4(phl{_Bx0U*11%s!HW#wV1M*P{2&fP{Fx*ucBaZZsBl{d3TWmn`kQGZC7NaZ4 zJGVTCuEiw&^ zy?x2!nFi5g6?DiP;fxG(^q?R<3urOn>HRBrng8Y199;kX>bAAz95y)-dp60@fUHkMde^g-Pv0=zrOsEDYcr-)}wNot)kguWoKc-9nA41Oph`d zADsFR<^&WVZuvEZIE!+<CeNdq8AGVl5!4Cz6#pWK&EItvV#H zP2%cZ>f=~nZrpDU{Y*(nvA-AApk-*?$FU{oZ^1220WrG!Q*$8$k|O@7BDWFus^^Ti zslHfWdc-7#o4^t$ydez{Kmb~ zOd;37fB@NFZ7DN(_yMkKuBeKfqKZXO^k49m?ssLvD8Uw_)Q10P1%Wm(~5YXm`y3N_F zw(==eDm1971}ofRA{5GORTSoSQdoLf}PRPpeHzU%JZO)MgvTTI8t$QGIv#C$Ivs=uKKLWCRAs zZEHAhk4wA&%$c#>$A{I0@9!a3S1*;-hcH)lRWTxBE6$7&s$&F1!+XZ8v_4&ihxIGF z_jd_YKd#JV0`#Wt-#tJbs?J^V6xyCyfJ5Ju?c#2@Uh5cc`xT0ERBsA51s<VR@w{nF#x9IM)96BySKOB624y6=Y~49rD#QVdmG( z{A!Po#ul-*a*!#a95k9ONb_JQU19ZKm(nCefzjfD?3G|MYe%Du`57|1ol`UX7_gRt zJKiOmL8sUchPajg@r{+jS&VA++g^=z&a+A5G~zB_7rHrWrnX%u$fsI0pGa=fgjiT z>PiOB4mwE{fku9Z!iu*UR&&pgC|{Ri4)9M8hbt)AVJZLt*`Yf5&0xdK0Z;RT#qMb)>mPNob| zLm{^(oMe$+oCo&lbLef4fJy;%{z$p{^CO>J429aUq)W+wQW{Z9_8z_Iu_dX=j9xj6 zq^dVd-Z;9>r|T3)-dlFA<=ES^fYK>+yLU=s$L!X~ z+lTj=r%K^#OZ}l2AO5QT4@IcoIp%w`V(%vITs>WR@()sI)Q9D8bA`iR{(t>V%5boV zlg5WuN&@E3(HoY&y%1DKLE9CH0vWOQ(ZM|nvi ze8sHaOXKe$v8JZ?8AADXt$C0`*1Qj=NmMfB+0PBhZ%vc54^1f`$BUaQF9$P(!suh~ zDG6Whm`HqvWj71TkXRV}X|CHK!SAty3J#@np7*f4>plt`JD)TK;477DbjxY#(yQ+k zf0qQ`LfD^#z*-I~@PUo~ATXp6aUEX@Cv0vxO?|Lq%T>-^I<`i~TtpJKF#woLp- zarlo1wCL=%p3t#?Q@E?ZRcx=@4zUXGu8V^HLja7ccUk8jr;u{LCSGf6cEz(%MEl|nM7 z=eNkl`b*{>X9iHoH6~B!B1c+qu{+JgnkCU_0it_G$k&RpLR8flAF&8cVV6TP*%HhY z_G$82-!c`6Q)Zmy10D!DB(?fCm}0_Mj5}`VePhf^5obm-j-^4lFEj#p*&ms9E5!&^pN4=TCBuH<>D7q&wwNL*+Ha2 z0L?r{98o~GQ=C1Qkl0wGSN-28w8DBCP^DB3*~COutk=mhqK48a5QPc(FH5MvlW69N z7468gva_seR%2w~l*73v`7^krK*r*adPB8Q44e;+!u}r-#!>moRf$7Rei7Gihbvl8M^g99?)T_EDd;EKIXT1^ov- z@(}T4EZ)8u{k*S4-Ol7mK@{uC{@&>>3Z0JYm9 zoi4`-9|j2m^yshWVoU}5HXoSf)!O|U)b8!g_TF+?Ltp5Lfv8yEXgzZq$mm4yuOcpu z!|Z@cP>h8ToO5Jo3dlg;=f-7!=mAgX$8Qi`=JG7>;`R3#KDS%XVMMg*R3(UI8W_uCzZ2d0IH)|*&kmq z*)+O0SmCo=+G0Mx<@D|&*3B9L8^NR0f3g>lgT*z@zb`VhwA)}9?L{pe%WAQpfHw`zLVGm!27Z;1PbKTIHc> z9>1`NL4I*ZWN^1B6K;~416bb;hhcpXUA&pPjm`h=ozNJR;pRENrwMlW(i{`(IS;|> z!19n19a;;ycBmjAeDh+#$cBvIC_tLV@)~hGppKEviS#!{ukLlD%i7m`M1gf();i*@ z{W-2k$Ten%$@6U`WW#USIhBgADG@b)%&O-8Zt-m)A$SsZ`g$y0SbN!N)7SIx_ZB-Q%szP6KD5`9a;kS%XI3N&A#wS?#&8oMsl z$Kn#6bN$pW@}{YAXi-OLD>1G_NA@!6{q0f+4C&gcSU`q>DxuM_(I(?=;`9!vYg_B4Y=q4}A6fFi`x{ksay zUN{SY+)0y|7HOQ-v9U|;_H=2{=F5`?yYG)#%8xd_JM}Lc^1Z8!Xy5uaa#!!@TEDGx z4mDh&{9x}-p$2bCTp~Y%xi=)0nLOdjccF?Cgmi08CMK?d>MXbLf@h_H@Mc zz0}MoVAJB2N&fAgy9iw%?(j(aZ@dt4=Z=f-re^h3AwzC6nNqzrTD5?PGfY6CE~M^U zDFMY}ma#Vqpf;_^xdFz4i{e2RA>6-VR4_RYXN2D6B-iV{d9LQCT9OE&HsYDUXxUu~ z683hS(Dp}h(5|R`6gCCzuI|^Qf<*SoXgK9rZz^}Xx$g zDUK8?$q0aL7Dp-wi~&7Bf;*9_$7Bg%`jd40C4&e}ngK677{8Z57LMvvBPK^cNE4sB zC5@s5utA{06_5RyBrhPe_SI|h#QiY+R4V>>8QI}21v$xiuxnUX(@M}mT>n#xAofE; zx2o0K`nPJZ7KRzUZ#&iygE^FVrsg+KnV*xaITQHr})NHtxOmm69c8m*T}u0=S7yVZ{r`(TvV^_23mu|%4z+$ z0BEXI>zK_Jkj8;U#1$&pdSs${m%R(|$(wEVT5Jzcp&%w2E&wx`g3t+BO>Wfi4FKa9 zfZ&nMxAAPjMdYnp&3+zD!WlN)(fxk-gTbJMf4Z_Ptf(XiX{^iy0z@)c9QVC`?_~#h z#tqD1H?9NUt^&OZ3v4tgghV&4&tr(@jb*vp#7-`iCPhqdYVr_#XsD+c0_;6b zBtA3JYoQApuq0`0UaeibRSK&lh(>+)k2%Q53CU=CaE~d-KvF2=v~BKGrz8B`3Tw)3 zs7Fk$I&{A^I@C6R1J3meIRAz42{xi!Zq~4$YcU>A{q$^*w8=lQU^*{6sT$mQs|!e* zP`tt*z@v7s>V;bHRe_lYwKGLO1%+>?WGRf#?TO)Dq+#-^m-5;h=eBk8&L@)$a6X!A zn-{fBZUxux$%J8@gMa@1y|2qbx>S8}Lotg(e^I@E06uoLQ6aX)$dT8X;6tGfrF-j7 zke5pW$Y8yc>HF)^%Ea6h^&|0hK)m@Re7kFCu<^RqA8q8OFNfrMPo`L6!$I(Q9%a3m1#dxX%1Ueh=%=b z*}%=$YWw!pauQNj+VV472sJq+hBsmEalrtIf9hX%1%s9OKQ+C7`g**)&_7<*| zgdA+l|8@&zH00to7!i9OX`Cyd)r?138j`M}KvFi;e5%_UaPzwqi`A5Y?34h0-)Ipk zB1Q!pUXExtP<4Kg zJGu)&w_!ISbjC4kL~*XteFX!`f^@hQLEo0!va?l?3@9^{=?Z_!pQ3vvIW#KVyu7V; zuPIwr_WY)EL-S+Wm8#2V^;a_V&}TkWLqpp$7*09`;}-nXC9x^*SA0;|l~A5XN^7?L z0A4^OuyTsvjP#x+BULdlD{oH&t6J3#J@X#|8W_V40s{s6aFo^SSHG~iCj%`YlppVfEO zL$r#~RY5j=QMMn6%JV4IC7b+A`oc_M)qh0FprJ23V{@Q`fuavGZ7v5Q)EfhW=vT#ay>!+3yP z=(+PY(@*P4b#~Ax!A2{AhvVhN`Ixy@hq?PXc3|ViT6mq>`=e8fW-1KNj%w{C+qHXj z*F`$ZHtjFD8?KTP_c}Zv^F*T3eMI4#>%#48B&g%z2vw9=VKTy&rAqnCI5yM3aBy$rZ`F$6sm7Ox`8&%a zoxIFHspv~8P76(m##uUzT0y1SfDqg@0WyJjjsOxU*XsX>_RZ3I=z$=BSviuB_E3SD zx&9-sMl_ZFu^(amZ|m-+fM(IFl1;VLqj{eKbew#)j%#4R%bavTD)cy|aJK3Mq?1uL z@9pG(T_F)CkfrsTdV&pchpU;cKg## zN_gvQEboW~VR5m?WHDJ3MT8StxTj1pNMRGI6eZW=i-|f-x338yQ^Nk*w`lmQBYqbQ$U8=F;>O(?O{1Nae$d7@K(<`HN^cLw1D*=HZ>2qtL$^x3X9Pc1f95 zvdRqic)!4*jDg4b`*Mqv>0ZrI37mze7e#XpKv9ZigSKbF1?x2*MfxRu9ViCYRQWda z<_y*Pm90qKSylE9NqscCLf9+h)-*K2Ll)?(w$IR;l!Kts)*pQn7BIzbqe!Xrou2$v zR3g%BGAH!)DIMBIT$1wDvnCM%FWr^!QuF}2%9*HA?#_kY?#W`D)6Z^-;cL*1ZrVn@ zSgzB3Z*809j_*4NjORi;*sp z5ZTs*iV&$Dm>mH~jT{TNoRrr5jWHZ+-Ie+rFN+nRT06jwEUyf@4(bdb4`daKNV;+C zj87U~)iuZ%G6rzxU04(*vO4B@3fuh=968AnIl0@(BvCz9Fz3qddYeU%29a5EL5q-k z1a5ydayQ+xls)qIGVw*OwLi(2?Yq_^V(y0uOCrfTzS_WFf4L37$A<@{W=bgJ(kH9E4 z4ug!Z5O0ij`{!>Va}^Kwm{5f>+gpjzJtHlr`$gT8;BkXC?zRDktQUw-^S_&J$_Kd{ zGTy@}2Sy=j0ox>N5YNLA`!xC2mC z2CQEX^xvMI{SYtT-qF$F=H>f+f98c-Mnu3T8F;aF0ob7-OGG5%Zwb}%Tawg8dILv} zS~H<#&P|#0PCP*HIAa*Uc@5u-20*klm(`};Z|du!tRDl=0Usqtp~6$nZj|g*75Ni~ z_Ih4-)bt13gzzK9_jDU0ue`fZH5sCHucoT}dMB%-UU7Y)jf;g)OVl8bTuI_J9ZfE| z0_#^zfOAKrTuyBk=c9EEaep@P4-l)RRefJlU$t+W5}#z`^N5;KxD(TBwvw6JU5S;p)VgE`Q*8g5X7y~mir`cEoQG+nCv86e2 z01^H(u%;2g0Z9Y1v8NH)0HHQvJjH+jvvK~%=L2SEOp`|k!cI~Ig=yM-MF0Y3O6+HX@<#Wu8?9Bh(RBYOBN+SEMYAl-sg--M)ZUiZYd#K0J`zmzP@9hD#>4y936?rN_eBzt4?%DF(xejwU~Z8y=qo#JI}; zIXD>i?oLa#Vq%P94(@Oqlp3T=gHEChx2B<-b6hwIA+{N(+B!aZD!F`CS(=`l%NU*Ar!+N+_jqz!grIU3{lEbL;T%KbVk1gDj%Yq z>!*?p>9!~ftUzR(k_4v2To`n6-fL=fCkzE?50J9bT}KL}0zZ=>Rn(EkySk(`dCez- z2uO6DPDI%10|yJ@*GDiKgEkvBTqy*w{AuDS^MXV-Qp;RQxy zsHLrGtc{B=mHH1$ZYHiLXWT3aJEDJ!WtZissH#5~ubXX%6y(?gU~HKjkY=TDF6Ytn zNODHqRrUB|3%j#kxTiBu_IT0LoMe;i&GU+!r>=Yu23@r^j5s&MmVhe=hUz;h@t+O3 zr1%WKIxQt!(Z}}5>s8~zz-9$Bj@v0s%Fn-AtqzM3Senw&>ozNSIboKRf^p?UwihR) z0QD#Et&i5cmy0?8R@7SH@v$!)v5#Mc^ZPRb4Bog6E_?!8Arr2+8DuVB!cs$w__L#N z0rjP)vqe6nnO1tq8gOh)=gpNmF%>_gP~O*z?_bc? z)1+y0Bl@c=wv#?MyKbr6BGISkULURSW-P~2LpsuNvr8KHE=(~Nbq31b!ghSoFn`sz zeh%jVO#~e?DB&|j*}unbA#{fKFeU+UkkVd>1@5mASb1bxJ2r~mS)8`he#RXNyzVRf zOxGwyJ}q7Vh^+U{Wu`^R>`#*`+77)V+-=yGv=PkjQ9O)#f>V2@Fky_{-COyjwC2{$~NC;89lf;6Pa7VI*qa9-rpQ_FoD(*&8{y(KLt#m zK>+>hxxS}*S{h5gF*_umF+C)M9?h-U!>7k7j9NE962$pbWp9j|g<7}5ZZX9Pdz3{q01~D|PPF;W`V7FCTX6 zO{+(}Onn0binX=+UW+CvWz};tH@(=Z06!4;n^TgrAbW)Ec=_&w*;(>4z>|Y1Z zc2OmO30nb{UZG{b>t*hZDdiMrl}JKzgIr2HdkS+3wHOC8JO%_tL1Y@l$P;>(w%0F; zLoqc!>&3b;&595NqQu*VH%>yjufIaSrcfb4+%@gvQ23Q5a0AUgK@r=9V5HOxN|rXQ z64Zy-ePjQ=qh2z{YT%0bJ$jcJ_mPi|@XI^^wq7E!Zj~l{N|>wR*J(n(Ho8|?j&&0Y z3|}IT3pIwpdDIBU^0`z>Ntr^6A%sNh44pA|=58?Ge?Jiz=|CV8Irq3PQA>J%*U#biw(sV1AJJ-;;~=#_BHt2rxZ zQ?=ma+Bj3XW79>>ejbaazWGvQ*3R4e;n~ZLTO;G^ZhkIm*ez;YiyKt1V^+DFR%=^S zvor74srWf3;xL%CsgI)d{|VR{JZVV*)XNU`3SRsUrUo=`qDaztfH=#+%Lu4I0g|?j z4D>g(Jv2WyXKi=$gD&KtFM6oTn;aTFY&T8G^1=vqonAu+Y>~&WQ;sCc(GTgMzG7Y!%*eIhRi_*Safm`7AY`DWE^P12xPlh>r!Tek? z|3DNX`FK6%#Z?N6va!CuhiYG#{#iNUjY6qWomO$;1*3uP@js~O9O`o@Z`ABVo$1b; zUl`H!X9SZ*ZW9J%OS{nz^|n!fE(j3bc3X)rGI8Dq1&?jLu)>Fa1j4==e>xb;7{+t; zz@E6rotlm;fp95bPTp=__#|UrnYoj>NP}N@hfeL*o%vcPW@)zE{YujFffJp#o?jF^ zGgbmtL+zOOsTzlp#_{;!4)DpXl78vEkt6?$t#=NRENr?5+qP}nwr$(C zU9D=nd)l^*Y1_6n?P*)nGu!X`eZSp^-HoU}PUKT@Z&f{2xAJD5b8@xv+KLR{G4~HX z6w|!4bC>Fw8fyZJX$HIssLM$y?jOW_E!F4$NlCc4{v$2n{a5z(m$W||6vu%KC%w8P_(yxw)**P?XtK@ zh9mwyA0Xo0gp^PkLHl6WibX41)K(O9bk8JHlnOtW9HOg9N5`den6~wJeiL5 z`gVDx=v#%3?1Tf#qWyvK(CcA)W`>w_QZVcnHcf@5y*nWp-vxrx<$64!w~ZXoe6x!h z8H#K5!P7VAr?co>o;jYpR`g!!%14eAX{r}j`Fj|leGnyt?9~XA*a@Gi z5io~`?>G82kaWVR)iz^r-OPlH+C1xZ;Y#w5T5i!keHi*^=wYrL=zM+Gt6{EHQ@(%i zvZ2Sq)P2Q_Gsmc@U$9?+vcLtR{TbQ6OzU*+(G$CzBjDQH>89JE9mG(rE7Rwr2nF9L zJqAsK|L3f(W!PzJv3058AabEGRS>Z4xl z)fHO{S*jXqS)i9!axXEe`ndV8+{C}xLOYDuN8YJ9HLGr}0$ACJPE;M0-k#Ln!i`(+Yi$BXx?LH?rc6vJj2L?O!za*x&&D~03-4>2dsQ`_C z*m9I_tWJh9rU5S$u@@OU!?SMfQ5`Kj0ciVO#<>k=nRP*QFLCVaFA52?JMpq?b!2cE zu7z+avgVdJm6>fw(lgQl2ie}U<(c3Vt_vA<;g)+30l`*MbhTpwon|YwdNZt(!&pr0 zgK1@M+1QvXm$nGYdKuuA{@qag`pjX3=)o>QPwwkuVSwE@M(Z88;9KzEJ;>laFcC-A zNuG7W&od&QfoYpdq;QkD?IL}fEt3pbg>8twAgJM?tl!cHdHiGaF;M=B@Ek3mdgCz> zuD4rbFKxraYj7(AJ+x!r+9z0vIlq-u3CaFP&S)Ejh|JZxMkrqfBd;z5o`Ltgxqsx6 z0CeVu89)ky^)aMrefsD#soD*N_32x|<%K21Zsg{!CUr|fooPbkk=-dpS=6|oYSRn{ zPgyFgEK4*3SClZ`VFNB~H|O8=Wz;yxjx`1T<(Glyd&~UtE&><9)LQb!z0NTZd$dD z6?l%3HK0Uh5seO4Zd6UdGVxnU4q*B)Kf1i%nD+NzYkQ|rESgEU%! zX5JE&*J7^^y+ncG3H_XJ!uHjm#miF`YbqW&55g?KfJAoEN_}sALl|B7^EXp!JvHMn z1b`RV)lWahkd8b$D;{uR_h1}g8w3dC?(R&OXSRC0Fas{xU{V`nl}x>2Eni4}6I$F@ zdvo^YtYd9?v=6jT%NWl!wXgJ0hAxf+-fbgNJtRnU$6O<;F^X_NefAa0dWyG~og&cd zr{;;9n$I)^F111`dgmw#nZZ?$BSqTa0DG}HEGOiRQA>gaS@G6;QrIf4^gTDn6KOVJ z5I=e6UOLX&u$#5vjfDV!_ zk1mxYrg)?jUdoC2$n7Owz%?G@#-My^%`EOpc;#3+NvMj0ook2{0x%WF#}Z0VfJV2# z{1fEL6PN~F^{5EHC24IL9CSISyBh}5v4v+vOt+#t%t*Vo&t~!m)sB8JB*dPKDI#i& zhb6RrNuHJh577_cV=?$#lekNuMj1}0)ThA>pMhI z$HfoS8Bnom$<~R-uQp&TGXl8?=ELhdaHzQTWwsZYZUU^h@--Pt6Y99|q)bJ_hl);q z(DHA@JGIev@7oH8ZNTCFs9 zFTar>=YZ)yINZ83KG$=)DsQ}Ph|O$#`|Gy%;FV7X{t6-HPaW-1jJ0@w)feb~${g&b zgzd^wHANhQxxWpr*OuW%~OgHjT?WyPLYGr zjLZ-{RaE~;@Ufo8*sIBEUP+5U=p$X1>-3O9k>_%Z;|wny84-|!XZHzA$E6~8Pj@NB zH?z5ptTp_lnj}68dPFu+q%i_iDvn%o64a3Dz?OYd`LKFcaWxTqg5BlwVKJ#)=5l0u z>@v?w7rdoZrn?H6bCm@5ldXzOr(0u%!-;kOFdl zXiqy4N}}w}Yd@i3<$GxMcgVoNMoSLxkAP)S&~zD5FuVo+cC|a@OPFk9n7&zNU#+-w ztv+3rk_89>WSsxbTnr22Hw3O}WWKIx(b?blx^*3CzARdO{9)?dcUvkj2FUp~To~*A zW#}jF*#Cz@QqkX@9VA;YQZ3|J0RYHdTpY4GoHZ@$U8vR?H!xQ{^la5}G`s}KJG<7q zd>san?^Q5f6WjSaMca1)cJ_Mur@ccfK3})J-#aM(b-POOetVrWVS2TBTb(s4bG`p6)?R zeF^#Z%SYR8=D#ExTy-|(`PC8Rf6~9q=r=t&Y5^m*K2osyhjgvo$WOFNU$I-s$(_l@ z72Q;u9RNg=IX_j6QVKjqnUYeCNuY<1lDB!(ocw)5D0U^>>hs=UWl6LtLUJjNlJRAg zXxBeHQv%e}K6jw&E_uK^V*ngU>}&TE@ryT}x6DZl9Z3wHH^rChdql?>IXvBxkr&s~>j!LRK!@B=yOkOXF2VE@EAIE-oGN?(LQmcriB6WOLlmrwdS|Pl`RTKy_@q;icpw7a>c2EPE{~RS;E+)BdjauWf3@Wy2+f zE@zD4X6G_CP@q7-@dM7HaGx8w;Wm4M6O*N6PQ9BG%D770>=W3)O>my{RYSoc0<0{n zD5bGb0Qx8qC+bEF0Kf>!nN8D33aDGWj|ez^eo=}g=PR#6gNqsIWm-%Wzh>Zq6K%T= z%+L9%DSx-06|FpLS4{*rLS=d(Bz79z`eyC!l>QF=5(lgQ5>~)N5GQ2~J>^f#=K37) zh@r7|m~bmE<;vf&W3xcVSG#ji=w^MrIZ1P?v${5Fi5PrmosbL z_6l&!w#xS+B*5|JkcBD9E_18y6wh&I5iYn%vEAsiND`xgsgI>ZR1GecJ3X6>b&nG{ zl>Z&4DnS&*Njfq_TF$s~+S{E5JU?OCOdU9`t5z(PfGZY7+Pl?4+u9N9B>~A*PGrvPpyZ{VY{Asnv?L?R8i9qeDa$+p&L*xqdZESnY@se7HaWHG>5xZ%#K z)6PY#YRZJRj%xMgUrWcAkx`21%owGsZC))`lK3A7vk{VkB*lbai|i5;36At0y^1uZ zu|(3dUw|?=v>3j7J?PHgMcSLLzV)~wf*Y6yO{0;-KUii46AS?x@hnS?s*Ucj`wUGb zfI%QQD%-k3{7@ndV7l=i*9P+xpPu4*J{3WkAynU%w_bU5gYTd4Bn3OIufsXVKNWdn`SHIjkdz= z-Gn)2D5X-wazAH_(Ks3QhGhkKZh|N(7oEwal@b8DN^c}EmvjGs!euRM?poE!oG)p!MOh` zz5?Us{lA+|fLz0*UZ-IalyUF;Ut<L)kl#8CyzyQ+rS8 ztlF_~qVLG+o-#ajKXI>epUjq$B;rY*>`2Sj<`Q%<}1?r?}VhO)~^?F0$K<(i|Vc?pe zKnvfSqbRcD%X0r}vnMj^-8@=0}Xc*x@6n2vn&smyT*wS53Yj)(Eb@rk!vZmi| zZmpH6p>&k)y235?^D3zLySsa~>3`OD>p$1|n!A6y^SI|Livm!^U?fYjUusQh_GWg< z7o~_qw>_es&A%w_PK8Fv>Oh6n)bmQ+>)-Z1bgKUiIGdkYnEWc`Br?{nFHPV%{qkB#C7weX+-*KA;qG-u9w- zO`g|8>oP{&#+{9yGt@W7$%%*UADfUp+i2~3#U*}uMGD9fy&xRczCQdtoAch``>2Up zRd3K+T^}XGtG8OEF7R6d>$Q)JzHmyjOs{@w)Q(ko2D^s$M=Ox^%>tZqS;Dz%Z_uHJ zBZVJgCLy?Ks2b9y$@7P=z8rr=RA_23f_ls%gIgHvd#9-M-|*0k2^(G)MN=mhF5y24 zd-iZy-L8N)GaNUZM`~N@8cyWHfxC6j-I z(E5>|XwFg5@-%w8IPMqH?xAmd|BghTjSKu>#V4JHzP(Np zHT`4l+dt0!m*&Cm$Q@;&E!e=JT*N}6dJ|`Wr zD&0hl)zqc6B0Njgva8DlRXrlprm7%BD#hhovp5~Oj)cs)(mM9&-jm#8t+e&)I(LH< z_BxNNDpgTVaNK9=rIPbNr$$|boLmlFb@sYy&do^^Klcyd*G5^a_DB+(m|Pm#xN+it5B`B0iQ zN2!tZvvfG6lyZ)+m3&f5Lei-`c{lL`8OxD&4vE@0(K~a73XQ%sY?j-V)Z)j^ABPjd zinF-}=AR@4!&DU2<=NTUyk^$}wu$kXNAsP4Lk;42;JOo_oIy8majHN2vMl%AyNJzM zIVLf-I!>X^V-)gNUC6{UmGwZIP+*;{=AX5C*g2k1^2Mw}wp^D|sqC(ZUlJ(m4ZGEV zJr!&!qP%Q?!&Z&7vEM1M7r)&hP~dj;b1D%#h^&}6g#Y<2`?cS-8~OSEt%hi)F;GeO zJyZ$T-=Ln`d%r(5k>KH8$oZ&iX+kcxcX9}h9(0W$bd(?oES6l-1B3UQ4eAl+O2uts zYPP0jwrFbh9EQa0=Wv)Os4ZN%IBWpW>(COO+x8desoG^&iH}ex-BonAq0B;;@SZ~1 zT~v-k>yX$tBczraWnd+q4*$W;u2xDqosL=HB;QeHIb6z7)T}8!e1A(V=lwWdX+O7B z1XlcpqI$^`GE`y9aj`|yS8-PZ8&d>aA$yRB&ZH+oxojoh!qtwb>98-f*VY4!r>EcX zN`ta$VYKuX&k~KlfC_H{I$;xBr5w;!&EQ`}^o57MGI?HV=m7@EOR_1^k6-^@jJGAY zR+nUNpsOOPN4?VJbOpmWK^?gnOLS{_DU=@WQzpBvpD^=Iv!*X7>^#uOX=B?YZe`-L zC4{a`iNV9g5m<8G6!6P#7smm=+deA%2%p!dpZR)qn6Y(z^b%6HeGvvOv-1+v=~iQq zD|3y;tS5%(KU4%GghUAK&IP0wH~-027dy5FH}Q;k=v6W*^CHR?-x<02$R7 z?c)ZnXUdHVoD$u@5AC(_`ZZM+%|Dqv=3RY0vydlrO5;z*$z5O)xhp`qcWE&U!%5+_ zQ>o|qmhQ!_w?Ml?won1G6CARql;O`Iw-mGP)G__-PV9d(Ge1t*eKEM#qt&!cYeW{U z{E&N&&9!$^c`I-(*rf2Z3HAFKS9nTv2=6zJ@iPIl-16m(d(kq}P!x}_bRx`@ZKSF_dOoO5NDX* z)rqAJ?eD%(K^cGE|G>}CLQ2lSVEVW(BaSBxKpi@RD?l6p5(HG=MMIy>pG-am1<(_a2Xv2CTqaV+v`!4TSac-t`e%W9+pY?ZWl65CZ_3J~GaKGRB9vT0aKtjTmvnE22bG~ zHBcM#Z{=OgP!KS~(Wh#O(O9i=x5Idi?rK|~;`MsGPx50Ad)Li5xdYO__aoNnO7$&_ zxEnL50R^D(mNx`1BtRTy$iM5Bfy{4zfDG^T30W{TXG3hHhM%WGHL3V4VwWa;ovcQ7?CwJCZI9s z=v?}d;UA7pz_?H8XVf$C!*~}n34ywB?BX=YhkYnk;VR`UhKC(+ujPkCz^ZlvUQT3h zdVoUJfFVN~or2aKt%BN5^&$(B81YP;crqX?+z}=me6fWo45aE$MpD(i(?K4fKJP;v z??j?>K8uBsf1Ibu%mfdwlxZtu2TfepW>N`;6PHV>7?Zvmrc?sU@dQttO#2inRD`~3 z$&m9OoYQd?AbzWYuQ&|vCo2WE5%3ZdO3~OlBaHB;lS*yRT!QGj-U*4bJVSk(S>X@} z(Efw}n3MGB)_USE($jSNL=aRn<9SXf1HC{X!&1q@c<5d)LvsgaFT;5jF0DV_M4UuM z95^T*;IMrnPUk1%d1+Gp0xOp74Eron267c?DGLyTIHk_T4Jr>#megZHlng!^?mEzB zJj<>kX&@F24YlDwB}%>V5u!UZzH`gXM1y245(m=WBea!H;_>PnLIdwqH5BPq0Rm)<)xkvSc~FRNE1j|~v^us0MFbY?dffsnCuj?iZp2H)DR zSN*Spl8bZ+wKVI{H!?L1PjA8gYNmDP=Pm{(-|I zaB~Qe$0^DRndPLG%2aHq!BF5TLqXUU6Ra{A>yk!va%o`Pr&%obxI(CB%>zr z+@k3K=+ir2B)SwRk`8#g0l|W1?1PM!xT+cs5fr43WlVJ=C}V6ETbBeoK)PMxvG78K zMGb-!G4jx7BU&Ccfed%Fb=&OfA!4?cv{M|Lh;SuQjh}e>cvH`I85vqI-P$+NhIS&H zP$e7kX})r(kg542oJwc&iXo&&r3+l*3bt>6mF6jV_dN7GgqSR^E+*%jt|=88(n?Q5 zv3U9HQ5LkSnMOUI(x84q#+x&uaBXz&UYy-pp?N8y5@)H$obmUGU%q`}gOo3sGY?gd z9Cy=pyakNoCD7c9AAe2Tb3ZH^gL?Xn1sx7T<{^~ny<2eV){i_hsn(7naRp+-sgT$K zLnpXzwRy79OMY@MA+W_C=C9MUcAW(K4r3iRmsTe>T$?iE!=138dw^`mK8ccGRhT>h z1T0i#6%mtRk>mkA);IY1)$_QwH zDhL>VKC{XL8|JB1GS}OY>z?iYwpDh}Vd4bi8YZ0HOn=!4(!>2kz;@emi`&`)&{`oT zlQH;G%4?*Nwz7{2*_TEQ-BMN)PC*l(ND%5JwyN|oYLd}|m4jg|$D|U2gsQAqM_kHWaXv|fDg@D-c(Kg zh!eC8E8h#M!jQIyDzkmj+nq)+`FL=x#SWn2%u*=X z)&P5?lLl$Yvnn=R9xo&%X|R<=%u?Tr&a%~5GzMv(!de9+WRpEdDwbpomX{vC`t@(~ ztMW*Y?ObgoZoLWG>mOqmcy!tO1hS(1@XG7Pcb_xBAxS%G8`d!GnZb6Ne$Sz4n zn87mFIQK=JO%B%a?gZD7&FSh5)Ms>|?uy}prZe*k7^}_xm{sBjJRV)|7_zpBm;A7c z6kAZSDpEUK4yL?DVUV;o@x`HM1%E2eGof5RkVx|g{}Gqk>$?(0iAAcjBuB&;Vo6Tm zfJ@Lo;=_j$rzHyJ*1MUPf&shbXtRvIB5DZq!XdohIF%!TW%EYcrcJ}xY;OtUi&~)z z=Zn4OQVd-`7ozI|TmrpQ-_nmc?iK&l-!m4yfYn5^p0B?C+ZJA~8kK_s@XjuQ;(?+YcyHvcM*H%k2*1nn0ii_cj zZ`e@7Rop#Qoi7BHBJ<6p+PrQc28H)&tDv|Z#96>Y+myNhSTEF*RPj?ZnU}vUA5S6m z{LLV~Kx)~nXzmBOyG||ogmq=7`DAGcSH7|c`gW~b2AoOb&w>r#3@0Gv^Qh|HX{nPc zK9YP5%KC64V)>L4jU_d2Pdr>oZOK4v<-z3V97+DPw}IR#Lcnv?MIG!n+b0hr)Q}48 zwvxhucw8p{j3_fbS1j<_jn#%`L&b!Qk=o}b-+e*+m>30N$gi(&n$tT;PT=AgVii8RrJ{8JQvEN;p0q>D2wz z@i_9m#qzYG+7U_KI>BF(qA5~$22qecX_r`)wu$C5UmTz{spk7Kb4dQUODw{sv8h`T zsG@RceLuSt4bt)TVDipRG{MXhuq6b6hu_-8Gx4H`Hj#6?x}#VwQeea& z05yN@m3t_b!1kMcAe_ovZ83|Q#@zzWKy7l7y zVL;9$AR*)hK;l~%QGgO7OJ7PioNiTJXFI3px;gk7p79zeAJfp5zDCCXK|as*XFV%R z^jer!zAKYQ6TvVSU1GMIIeUm|ef&MxCN8SIKd1jw>!mN;j-tl@^iB{JXiI5sA{AZw zaEXQ*=L^{U6pk)LlKF2^gU!SJ{}n-Ua{ez1u1-tQ{)h#m=S=(jT%@$;^~tnGGy~|U zOPsN@qXM^?HssXBf&K5#4@PSHGC8#pw4|^vD*aY_puBWttYLOw2r)n?FL;l^>$P3x%Hz4r@l(Y z$DImYXG#x+#-!b#P&emFJWN& zGEj7Ij_-j{|25~{)iRVn62S<(ZO9zQNV%WObC%S>YHxc1{I2{tk}Qcc_4l7#kw}69?z0krm>g&SJW3pg~xC*d=F@ z)wHGw6Qee%xPm)wsF70ks(fXXi|Dn4Rs}{>)Q_#&wGqjHCeZ>II`$z<%%_wzF$6l4 z6&sifo)9RJ2a6Tn$6xyHeaMvd*W?3;{{BFWK8B3}xL#8_lVNgD_Gel>CZI2dQBA zFXh^=-{fm_4^M7O)8dJip2GTb&N&W?LV=k?r?J0%{g!`^3lW7-iEcs9B8ib}wpz?D z^;zCQU;C#I?NjI7HvAI!+MW+u{ZrN}S0DPWRO|XC)yrWtb)w#8O~02@IbX%O*`t-^ z_+(SMa`_LvJeh4)b_|kp`?mD^wZ}vM110u5kN)pQWB&hKGB`LhNVq`h0N3gB%0ny| z%Fac|NYyK z6jB7x!=*t7s;FRzbJ4nVaT*D{j5*z_w98yjNitQnDD=WwvCt^d@Dvj5B59lM$pGEo zBkQ*gHlLwVHKjbr%+=xKH+9| zW1i1vp>gcFlH-0AN!d_M8>Tj(P^r3hJ^fR`T9dEV5e)bx8)cNAb9Z% zo$B}p0~hi)gCcZTD;b<_eNEr=voQ%Qa+O#X1T`eQ*WuzZcr337S@adZcrQ?mjB4~{$FekPBt#y|6y~K4E}vTOfnP{{H1`bsXM$8*k<>vQ70iphh!b(>!J8| zyH1?V{CD%a@9>hjcDBGRzAlvEWdC95JLk9`@bvg{)m8TXyg&Pz*be*e>$*YllOSjR z^;;MJ?;qg)ezxNi-0^YO+@a4dXw#Te;FA0g7lQj^L%~Vg=f!42USF&4Nk6x7LBm(> zr)6$}DPo|vKwx(M^bYs#Tkg0MVD)};mbqlIO~SXoeLhG>wc(`cgzb6Tr`_R9JivkX zx_{T1_N4s8qi@E3+VeWn7KZV&4$wY5RW0Ewc>?&G>$R1W|L@?C*n|MxI`Skw|C@?& z^PG`?&hEE^yu+B-PfS>goWVNc1?}8L6(b9(%nPBfps+a>rajGw&h)nB5aAMfwGb+=hR zE()Md6YkjE3*y6LUT)du(xRU-tefx4@$yfc>;6@QpE&34FOadyaME|~`mf{mv*gj^ zEzpC=TJP5Aw|!p3-Q_vY+-JkdIgiJ@=`X`{xBf>0q`;#^Uz}I=xd4xw)3dDyCi%|W z2fnt?PeG2GF~@%ak$sND`9p9*HG#eQJWK#j>1{9J`77&=1s}tF_4yaU*xvS{?XJ4R zq@@Ti`F=oxt$*2;`|I06u60|<;UrF}5NH}5{fz#$W6NkNp;-blS}gTrK<>aaBRPFA zvza`Svf1<%YQN)&&Wf%GsV80G8(#ro0#bysf_#j!!Zbs{L8CJXuvLq+%B0@uFkOWh^X<$f{?o3on2DpkZGrCGA z;*m5JEgPY+QBQ)|(L&^diHKO$$OH(}Fvx%mK(<05N@yIi!_sl3@J4;zhM~0(4oQ>i z<_rMhp~;ZuL6-82dELwBgkY!@h{)yPJk^0u=_FET1s$&3LzOBR^0192s1fNqktawM zA~;5a|D8<_#&D#C{?mFQUr3rHI;A0XZ)sQfUCQmA)P1tzK9Ifg%9k|mLIgm+mHCKe zSNo{3a>{Z*u;?fcQe!HoN{EAmabg9iv1%cKz!o%)g(}mHZApL!58}ZK-N!Ln;!&GQ zG`Y2Quj2-wwdG59m%0LShvp>6bBDO(X-X|9F|^%;7Ewk_D8p0?X5TH$#}TxgNiekS z{~PQMRoR*A{Ld+#aR33o{Bq|x!dY}iho}<{)-{eK5Sk0_WXtkqzk@Q?gVYI4hJRvg z-ojTRYXmrTSfV39zV&f^)8aAI!w|3>k z!(#`-1hGslSo|#ajR{9;b)KFgkqHzfuQd%95+V>10XMG8b`c2qFEs5W#mCA z6Uu-f;4Y$i@EoqSvrstHIudOPc4(tU{X3__@I`P+HEhupoWzDO>Pc>*6#07r!A}SqU1*VVm72AqId`dwD^DU^kAfu#303{_>9G4(aC>0g^~oZc>c11b)Ym2wUu{SA~$;0`0}FAI)7yo5&+gJ8>CND)N4s$qV0XG17~q1M)zpzN z)l=~TO&~7mXhvMyP}GCTb-Y7J6S{%9zbs%&GD(wZ0B<*~@TRb84aHFv+y$yI3XP$I zWcg;UuO?y3?xv_(j=`wPwoFARnI`(7l0EIfU@@CePaGCCuQ$#jlzfvixcIameNq_I zs!7)n(tn(|3Q&qkt|1cNobm%qT*5J^1%449rC#E|QGCT&yGtxNoqhH$U|frkHxWjX zHyL``0jONUH7W(vRBaw%@1ksFL8EPT^KxLxNb@u)s(5lrF-*|b^h9Jwwel+fZ z$qP8k>q5STKjQ>{4`V1OstO*`LlnEOWh%uArIF$orjdHw#l;TBP-{_(so^a!08!Uj zJiyTQ6dHjk9HK)i{Z-9)j9rM?&g?RJ5g5%f0HCcM1;HHu#YEJIrec&Q@|3_!{n&El^3wH)8vyZ7)#~4KY}VSJgkU zM?)t8pD<1^<>w^^(BP|-tL>lezyS2iG-R?my8OHm+SKMW_9N*8H6!Wo@2D?sFgjsr zRnM4NvIn4REP}LJtb#4IX5h$;P#1M;+C7S3-{_L@x1h6phU5T2?Re#@022gJA<~-N zioezwIC2@%n(In;!WlX8AQE|Y5mw2&-`~0UV+hZr?6$qtTx0@ zmRqIgu@M+D2=q4c^N;-Ra~_!VO7<}P2f zk&n@lnZLQ2$8`(howPRw@EhM=lKd{6T{f-p6Ir_>4?x?uuJKD@yM3d}jy36jQ)SZ7e$QTK}S6~wRc zt99=->zGIcc}>5L+5a;;AXrc*i{@1``$~Kx>?+c(KTlRj1VB_;rgy_nr)|&hGYL%f zy1?*SGZiNjfvW(PFcJJX&@IakA9?h{;4dnB>Y&uIv&ZT}c?a%Sn|(^Kjh&cXe3PQ2 zeM*Rp6Whim%JG#% z7*;VW+-3JEfT#X;lY;_^w)Q&v_-FeWI;sV2*zAwn*EO1oj;0s;%K)-sQ@ASra^CtI zF{)x;xEcd+Lg^1mLf$0|ty|P19zEvHC@WeAX+(EA!&D22WsEi5cz3$FEe{EBOf9;H z+!(c-BocK}eX@lrk5<^|2)fd?>#5TCc7- z$SMaJH0lNhueD#Fg9=x={o9h%4K93beZ}mZ3&pA0Sp4iyUnXNuJ%TM7)J-l#_PuAW z-^a*eC|#_4jbjR@;41ncwyM; zLHnCNKRZ)`x+#gStcPp~f--Yt=sESb+&9@gR)$;Eh*e#iqG?BLD)l#>*hT<^H>_t~ zC;LU9-G#Kf_DWgFtkjbf>GcF_tXJ(k?PwrCEO*Q&C#8mUQo>4L^N~3fm23hfBh*&YO|f$hso+x1f0Gs^4^qxhL1Z1^x(` zn&$}0@!tU-q}&LSg9v33y&Y$v2VSH~EH-40LByY0L-K#SE z9r%&WDsD300&$Z35HvNy8?i2Am~RtI3oK_}V%e@W1_JjB8|K`RG7YL0nYB-uV!}&x zX-`^AIdg-Fvf8FJ>+=-4RNauPK#piY-tF%1;>&6ktZ_}lDJ<+}1VbaByB@Z;Ywnye z*`lTvPl;zd_V{@~LQ!m;i`JzYbHeH-26=tkkZv7)FOSxl8UjNbTNbcvuRNvl<%I*; z&<>b_kL^c0)q9NHH3mnmsqI5+*ISA+4o08bXReF={dNt{yXXwK4Od66ZBha7hDtzo zb!>OnS&m5{Q^gSMh#FIU-?0#BGdh;5D}GrOu)a)8x9ajI53#5&6&EC$67ibr{XIzw zn!K=s73+3Kh(%5!U|{JP30-FdXt|j53)L}mG?}7d0cc4J?5cLuHKnazz_e;(6(?`H z-}Tq=DAS!XH9T#jMFuJ-Js8s-1?Vit@X<*aSYP%MO z`nQi668~8^p~Pxu)T{bDF9jL0P4#p%B#`+9yXzYnnb;P`$CVMqe{;9dl-|dI1qQq8 z5(%A{(&d0wqP=KzFesDZ?c=UKnzv5o`vIME!X>#E*>_tw zaxiJ)M^1MVhMIh>64!<(0pK98^aRWY@blC#!D!1lTh<#-eNK`36KEh*wP!w{`;P(D zAUs8a8Q6D%^JnlN7+dbX-$8>V5Q!qf?;zp4HBt<1>&XLH{)yoqz0|@OQ~}g(RQ%pE z*5yq_O;_M*G)t?F;(kDezJJyn03`a7{WuB=~ z&F0W7@i|M6D#zZ$j9EX@*Fh~AYAG{X>5X}2j+7L4F>_2`{s<%^L?;J1~2(=(>tfv*hV(LG~|FM~iV3{444?~1GV zT}UPYue`Ooua{6D2E_d6P7=yKBhCKFv^G@11FCLoy`E1RVrd*a>Kp=w2jzq(jRZI8 z$vZ(LT*?Sn+Dm z0W2W+rDHsdqpLQrwn_WdICNulQq#kCMtFmv6qBn5hEShw&*C>8C?mk<3OE=?~Ms<7clRu;DZ z77Gcl+RaJPY#!Pel~n=@g#-OOKBKSS0QYah973NUvhFnBVaw;0YtXMd-Vgjy7lU2^=Bp5rPjJ2Y-dykLTY?oUsS6TJVvKk`T7_uM*K zKBI3(XipM59Y+(Zakq}cQJRYWaf#cN7y1;>UyA^AB|dh1MIYT;>79Nxb^vmfMLY4@V!k1-{ji2Lf06#)p&puvH=e;yj^5<(w4N;Kc3_X<7| zPlXeWiN@s#0_U_h+Z~5QhKa`yZvWcDUH@O~-9>B|!NM(QGcz+o%V*bZ>`H#%BU$otG@&yt3pUev`-d z?HhmbME!4Ng5zfw0<$-t*IRkE*Hfdi70{mJL;n!ZcP@Pa`E=xknuFdLR*Kfl1HjW} z8~3ONeC+_J%dS>SpNj!SPv7PQMNHOPfB|D>`wx1@Z^eoQllAwtD^q7px*MlYdVUDUaS?T@y&h-p}4+TvF72>qliyXfsAp=TqIY~GL((OKz z``^m}4I}@(9N=V=07I@YoD>$!%DQcDmVUbnD}Us#OE#Um6bA!(M-G{e!@0^&^K~B_ z6yya91L_;~s-ONV?S0jwAXicBPe5uTNF;Z>8{xw(1J#n{4{z!|mHn&f>%`M09~jeP zX$wVe{}3|TfDtuCP(4=2GJ|l{#}J+dLs8m}D9Juc8EYC685fp<XGcB>`|$6@{``Z%W``qhx#=4a?Ura^JQUsmfk}@_x7-aVMb(wqp4)PXoN?>>uC#3 z?cNcnkg)$Q8yGX^|Ghr)SfG>u_y2ZLU`f+QOHDFO&`nX@@CC9p+aANR&Wn8*Ix4oj ze9T=59palWN(h%JbIaghn>BM(hgj&BYmNx2+$VcXf?(+|jySZb%Zx-WWm9Ulpq&n$ z13ZpzXoXZZrY%DzGj{Usz0W;k!0XgyjX>+~9PgZ4po-^s(as3OCz6_zk}9 z8)bkurjVESQDLaPrvPa-)DuVsefH<(CZs5KH;54_5z^mMtfYno@R@Gm3lGcbh_y!Z zC-NiP4(az?3VhCNh-H0i$N-Mir^PiFYz@yHG}3*SNaCmcu1q$NmpBrC(ra873$@8( z%rMA7U9ob3N1tQ5c*G%Gcpt+>uBedB zAKO2Z5iOK!e9|q&tVmmjI6HpwP>Z92z-!WX;u_@zm(Z0cU869Ag#Bnvhzpda#kG}3 z&W=K~xx<)0HEtf;%PSq;ovNLQeMy+v<}-KefL+%73OpyGO45C6gZ*n9;oV040VCUZ zZKsDBHd~Z*gM1#T^|ws5u!hM3`t&NZSb7WmRkW5AyMme!_&aZ8ioH6*KpxeHtN1p zS$bJDn(j`lw_f@Cp@mBNv`_2jd6W9hF9Iw(5H7zNt2X z=kcwnLXp&CnJF9yVS@b)VWlM$_>0w&fL3WbFCo+th;8hR@*~80z$C8XoA15ij0U|O zQ^z#HLFvf&Mr>?swD#6$yF;8I!6>eadBo$(4`7~IP}pC5q&6V`Y9$)UTHCmUDNuV3 zE@GKLs1XkXK@%@?2!c@*qE*Zq`!;(rWCJhEc8;_)-v0D%-E~lNL(;?hV(pO>xK)LC zO+jku#eETF#2C1(!&wf(8-NnR!w(o(6?-T?l(r$I`^MB*(iWu+TbxK~TpAlUl4c@1 zE)uMkF_}b2Sa!)z&bOsmSHtVli_kESZoFYLHUnlXC>u&_vNIzqddRvqc5IT0|IQQ1<{9*m|PDC1dJtxu%P|Mr`}-x688`ur;m{0Xs#D@K%(bs9UTPo2n3$VbV|VRKS<@&`J>h31TtlihZ+ z?T0X@+LG`LG1FK_YWBl8P+QBmrk<~>so(77qVAS^bG@9ERkNY7V$0x4tatrUmfzF6 zU%>lpdhvX=GP9Cr%7&$(&OiaiPsEg*&oA$94wgTY87y22F(iW-G#nuSg)KsCzPx^$ zT?jW?kMksf;nA{*tPxf8;7E|jMi|xqr8WgYu_2OPu{0J;q=By;2%X}Yy6HH>_wurL zu`e%Tsdm6P)$Nz3Lg$1-vlp%Xow_S$Y^jQ2-ZCeZJY{L(ZN^!FS~-V>`u!+F zZQ2v!P38--j!Z~jA-*N;Y;1Ae%3V4G0SwfZ0YB==#j96As7P*gS;R@|yC~W$8BxO1 z3zHYW$~LQ$ebj*hpqh1REHHS7kzb0HIW8Bys?sB+Z@K=nN>2BQ@uRe3tZA+(zIzJj z!(Z$!Ef_NsVGNlwjT0?%#5YJQz>A(ruD-3tv~738_tEG7`Fn}#%%LV7sODep^VXxKk&x(>BR}xx z4(G^Ampq)iJ@KPY)*+NcbC?#RXgK;Vz$-f0g5k#Xx5aHoFm%6}sV&ATqS;#z9ak&S?_j4Nmvu7ofyapM;^Wx{6r z4lkEQs(fY+c!PZid|JQs2woA(3nGsX=}aKiBV8Y>-hrP#HLd?KM zE3tz7LU0-i$;sDl$hN-+Ut+A_q-bfP$l2rOb#M=Gz(#S78e_-8Chle8rAJbdkM|uf zPLM4eUCGBd^!wam{=4X>A%Jt*Hrmo~VN0F58|<7kPJNzCoNHCQSuvwICIW{ZB`w^% zCwct#M-UbG_WmhJoCY~1Gm^HxEl>gM5^G)HW>l`X$>zDB~VbDeVEJP%Z(54gKmiSzw+^{K>kj5u;y#VZ0 z+Pwb9TfOq`UT`hA=B5V?zqs!)b9ShV6L(9gLtQBx{n%Yg|(JmLgqwY6zYYk$E5dq7KxbK4Ga5ki~f!2`L2fpc zov>6K+UafCKHgNAbJ%81$&MV~sS6{002Rj1=IM!3@LOuk_Uy}8{8ytTr;@+_=;nwl z9!Zm=czpcJg;Y*hiNu^&h;o5;U+ zy4ROpUpvn99z#Y={$fGm>+_!E1^=m3SdheqGd)XZ(`)c&K+ybVmURx^I>pTq2>cC_ zm|vb|NjPWrK^mh{8)C*wJc%n?Y|*b<93b`mQ|XD8vWtu?37-l@{p4?1!}_Ea2)Gfa znd8f9I75fqX2qb=RCX$6PhKaQDAJoE^2b`VK4=$uJt;%2AF3lhjLEhYF0#9x2Mehm^!D^d?@jVQS=}>8o+Q(9yvn!A+s+C$i7iW63g&W zU6&&YYF(fbOW6uI%dyMyIk$-saED21Tn+TzMGR2(5b>QK^xo}~M*e}mDi{P(Rw=Hr z(ROYRIuoC!LE}9~;-T>__5+~tFP=DY-`!yzW#8Hd{m}5wwV0g#i^xUu&~khQTD0o7;x}5XO?2t)mmH&EcaomWf6{KJ;MDEov!BL-^z?A6 zbbX-M#|_GpR&RL9ElO`{>5_304aCxUUd-?nwm{hUy;%@#k~qD02%B^dx&=Ej^y$5R zsr8zoU*@{vU|UWo7>=*9D%0?BOhq(I)zUXZUqY+0ZByBYi=3bYUc3z|sxf{@RaXxJ zR|gGXWm-plC1~kV)e(b3SbC=Y>6DBJ#$GUnaC<>0)9GA_`#Z9}EU?E?zI|!r1{qN^ zvN`&ZGpMRmPHAGjgPCagsa)SE(!#EA;nSpY7_Y4&hs3Fr3Hr&<6`~_C7rL~*T+__I zsUcx;Ingc*E^c!HLxIV+g+r#1$&*jTgOQ4sCWV94>^USX`QA5_N3knn2JCT)by3%N zM>^L|k@1j@dLSb*1VzQsETog%Vev;re?Lgt_m^>}=U^amd>k6`hSS}bDx8b6$bMxF z0vZoP@O-RE zLfEMU!O0NlJHJT)@#|w_^as(o#Yp&z_n>IJi6L^S*CZJO9KX3-Y6ck#H(WA|MH1nb z|2cZUSWv>r2n1b+CA2=;fhbOTaQ)z*%=yKLL6d4X#qex#hL)?0t5i&yWf`cu^v?Tf ze_F5(rNpy1i%Q`V8hJGu1N%B!uz4gEVk{cDrB;a8QXrI|^Y353KouxxWX6ZHl;#ty zV9>PLZhx%*gn9!!cOC40#tXoHLgw8rbN|oAisiq_XzBP?pkD#eiTn7LI0=?Es}5AE zSUJn9cW6{)VaoJP{mULf5ybwqxyclLYAFahS0!ds2(S2W13FYeq$S=zEiVjq$S!ov zL5jr>>UtX9k?)*NWwbV}yOsy2p^1a8l#|p=t?V%^7b&Akov6$(Z|J|q}x*M zm8sM>r?}pF3(rX-mz<3h7D~O+V(n6I`tjgvgU}^j$~qCyZ>So0WsPOz{>KyjH}UyD zp6GAjGaVSqfAgNn{wkyYg^5r>IsapcaIycR%l=WKf0XDSCHhB+{`#VSl;|HN`bUZW zQKEm8=pQBeM~VJXqJNa=A0_%niT+Wdf0XDSCHhB+{!ya;pHU((mj5v^Ea`tu48i|6 zqQ9NqN(+B$R$2ewNu&QqH4zZ|^Z%$OLc)vw-!%~iD9e8^5g6-#1s26WP4rI_{nJGM zG|@jz^iLE0(?tI?(LYV}PZRyqME^9=KTY)iT@$f0r_bGkVzeUVf`XBNv9tcqh^iY@ z75}f-LG1>`Y>i(96(R&<=WP8uk$@PCoh$u21sGN)#O_Qu=o||p7*!@3`3)9B%d&g^z zz_sLN22&I{%+&)n=6$yL1va6?UHG*%A1-{i>>;0pH%VQy6JB!n(J1>GrJ&CzB^+UZ}+;bn<0X0>TMYn>3 za)cMQS7u@vb$Vp1*6{2nIb;-~tO{<&x{u}ki;AsD|;g<3N@8?Pb=hF|f zC&RPezn1<}t4Rp~;b|C4V)`kJ${edj$@OzyzJGZUDgR!uu0HzxGwg%(*B!E;?+w6S z{PQa(%RBYP(7Mj@&tZssz0v96?V+_nRKwxv)xkNePs8<2ZXMtaKGBi$sch`ChPkf3 z?&0aP<~cv+vlxCg>%E8!5uA;I{}ynBr&fmdK>y|ie+)EvxVy4EBUhW>G-_Ow0t(*|B?UOlPe}xtXA>Ci}HySy^6PntGk-DN5}nHR1;Wq z4Fm$=hlunaY=HdJ-Dm4&uV2{btrgW9@za|ycC6$B{ewDj~USFD3&3DWm zGV$Bg0=3)57h1I{ga8}1?p7TbtbwCpZ^@MmPuZ2Z8Rl!Zy{cI@UPBr`r3 z6NI^!!(8wJ!2Mt)Jqx6^W$=my`KpJ(uLSlp zD@tPTiZ=+Uf+!L59IbSFuZx+tQ_4H$bvW)JdY) zLS@`HGgiC1}&!i4bJsr6R z%z!#H8q0Reu7WGtV;+oyw+;?J(IrGV*0YWZcx{#hs6dLV=_C)Oa7I+7AB$9IbX54d z0~JX|?h&<3vN;*3-5m|CxrNYPjPVBeLjbf+I@g^)rHvEoEbbu`Ou^`9>QLSAMezld z1{+beR@|#_ntHTbV%YcD2n!xF6tlR4!#3#)KlEYS3N6Ha4KMNA$H<9d-=d#?GS|hx zq}Zv!nYQ_j@X_5qvi+soYc`6gq4iJD#qGBF zWJ-~}eJo{iKQd)|N75o&T$}PvO24AHW(@v{Zx0Mq9$pMa=)Q&-9V3-2>UQ6P1J+_h zGT*e5zQ>j<6%)Yfw&t^J<*UOST?{ZrcNi;6#zSU86<6Iv@LPq52vqY^Cq6Vh%V&fa z+2vLSMM=Ks7Yr@yE=W)D$vmH>U+fX;E3LFqn%KrhaufNTpq&du>d=bO32{atuTc<> zTv~D@zSZ=RdB-tFOM}ReKGE?W0|XkOXU*un`omyh0l5l7RhFv(l&CgG%#FP9tCkc_~qCR}%VcH60=g`Qta*?!G%ihN0a4ALyR6dIQBA zD|?N}SihgBzo2iXoy4MTj$yNiobvUmlAOpG!S#>9DBL-8p07l;@^|c?0-#K1W*mqS z6;`H*>BI6%)UI_c-!bJEg}7!=Hjm0DxJ$D)A0`QOn+6yPgyc=x+C&IBt8by*Z(1T0 z$xlzcU|YW>rS@2WU04f_dv`5uawR+TU%lJGAxA+}sEpF z3m0r&d+MRpIKSlUn17m810twv!~3?SsjZA?k|B z_ERq*)G*ZE-Q9g^;d^sru^>I>0z1_FGleAv>G#tG(Bg$Tf{nVl&>~EQVwATm}13KTf3Q+q*KARq) z5l;%zwp{el3sM9G*xLzit?szMx)F`7;hriB3q3jJJ@ny1%v5Y9?fZP_-AsOjZE%4d zw3o!g1|VP(+ZN&*2?ZUN)1MpiPx!vC`SyWSje|zgr)5vz2QE~(bcK<5 zGa0ulY!Et6GnRz3LHqhR;(p<)EZb++Idi!@M2Z)maZML9F~Eo7nB;cBam+T)#%}7@v$`1p(rYK z=N)H1Q~+be-j-|teiPK|RB)+x6q%OWE%D-9_!faco~!rOV01mOzXFkEd|YsJ_sXq$ zNL8XHtS*gW4!Vn?dC}>S{@`cd#crwg&s){=v6^MK@Ghc)kPml<$z@4Vj)Uz{L(+ut zRKf4xA`FMjs{xGXkY{})T8kS|Q`gS4<|JkNmq2M8bZcv9%5TrAe-k>l{vZZf`BL&7 zw!aGW%n6g|sw{=la0|WqF>ycIuLOF{Ps;E=rfeb$WPyY~NT+InO@V^|SgQM!w*{QK zFm1nfwHr8YSa?`t?r|m3d-F-6umU^0q4G+Ap`G z&qozX7SHTeM!P@Yc}%xv%QsGU7lp5dE7zfIkUD;lFaRS(N+hqw^s-9{%eGWjJcJAak4VW=)%wyzDF(@kL0~5> zuI!*-xCfBLIWr@cDhqN9uUH}Aes75rRS?>-8T3k`d|Ml>Gj2Y*wEOnF!O+yP;78>N zUK2OSF$_KWxZX?q!V;p+J9OCxj;W^C4%08PI%s%iOYt66XL@grvV zl5hc<&Cysq4N`4rsz{jAgrcS$LWTe~FQBh;$O5gV`DM@o3`zH5rH4D|gzaM>LK>PY02a_+yvn9 zafL#6{VNO3kaQSSR*K}Dd z*ipllIao5e-8oR6q$48TEt}IL=2Kb+cpyXGP&-()u zHudrFd1u(EzPbfeBCSFtOow&(8QkEA(Oj;}by3P%ahy$PD~38OT%Eb!ndDJvv73cy zzyvW-;I80@h;@`pC)sW!unuJSYjr^pgEF}M`34vH_GY;!=0NthwNI&%>`nIzz~~_K z6}(~myGJsKZ~C?nDK<$X#vjeK23jGp84aEtw2gRIJH3gQc}15kSyCV zlR*_Y`>Hse3iJ!#t1LD`T%y)cfR(S3%FP0?SM^L5I@rxf2cB%ue*? zj2ILFtm3>#I;<&%!ibU66+U%!N$o6jN$1cdv%j!HJQ*qAX@UUb5=3a{dn@)#(Nt@} z?&08{$=trV4bl`VrrdC5G`u6Halq^TQ)yDyMiN7FXFQJb9%LMb#+PsJ*$A@TNuztjV_4QebxGK`nBj zO{!Nax)J!GDN+G`8fsX|77*Xy@!O(1a+ME~O`I9bdyjD7=UJ*-jhdtl0D>Aq=P7n_ z?H@A+EiA6dC9zx};4{>9OgC)x7V8?qPqnL4^(mlvyk9rr+9UMJg50w0%7v8Bt+EOh zE}EpYuVt}Wq(&E0!z+c`)qbHAXLyo!A3?abYd0q=Y1EAJElH3Ns-L!uS25=82oM_nnIeC(;a@J5e{s3*~D`I1_tT$LnKDrl7h(1C)6hnt|p%mGO4#IB7YUJ801- z62fYLtmLZBX%5}ei^m{<32udYxT-v^wc2Ch*3d9Z^?bfF^{b#b8wkWc$IkUtFA{r6 z$G6MQx$s6^WqUw4yd~zZW)?%zXBAb{$|69;f)oQBH}ucUcu~-0M{nWPg)0{ z7L#A@To^@)cE}*+hvQQe4*CXZ0VWCYweN)`dHEuv;P+u>>kwCyeXzz9?onI4kQL0L ziTcmcBtg+F+R@vWV;yFY8a=mE=H$$7L2MotsDUdZJKl}HP=y5~=|lBM|AKEiZ7Gs7 zZ@&`P@EZ26=(voH-k#oDcxmSHcg=)>^f3Yl-g_;w-zoKlz1%9BS2gOWH<&p`9k&qT z&U>M!QU+p@nE6u0P_aR0#=}4T@y;JC4*JNW29|Sq%V3z9w(oRrVcAN-S7xR44vr7& zqe^4b`(Hd|8|?Gk=w1{$g$!#O#-h|JK=nmcjyt67Q;2py(yYkQ8U%_9wGBFe2$}K1 zuQ81El*V7JZY-t^o=fiz&#-#v&%5t`$+wsRq^Y_AS8rvZwtCJ+UysCH9Ux2$*M)-p zI?je|u1s1zR*Fs-MWSIJILrp$v9`f(H@V$Iea!7y6{n8a)^!%sSC(2blyc}!$8waG zl%x{s*T_|5rzrJ)dvLsGwiq643(Rui=Uch5(xW1f=18%CF%o3CGS5 zi5lpOeqLk62<-71;yWXBLJ*dHw!06{c39Co=AvYEf`yCzZ_suu_tpcGDZciBUrI~l zM1Nv0&-=3}ySVGa_sey+YcGp*Wo1?n)MdPr_Da7nO^Y2=JLJH9y2jJ?L?J4hJy5bJT8<5x}TB^`Xs za*ytM8*upvFZYcT9)gw}swoV{oznp@3!sLHg;5h1#9n`Uml82F1R8BB{<6XvzcM@zOz3bTZNv%mMOGpp20aB;~VW}iI!T_Pj zB;843Eq7dj%t14-aW#^D+29+MAGQ{2Z+&8|BxpG5s=o}{o@ZwHLZLy3+#qn-DjXRLs6Tk{wnhr zR-bcm?vyZDt`_aLqrpeN?V%EVUyurmzZn-uTLkJcdGr>`Bl-4kA0cs{p*($c2F=um zOD(~GYCtVO_bNVfr_J}Yz36l;*1-_spQk729yQ`8kgs`vDpP|sP}n*4=P-TbE8(A3 z7uBjPht9thub6-L0hj(Q&RNzwTEErc4sKKB^8Cm!%DEf^rE$By=@ZpwkbPdZQ=ts> zt4&qDh${`D|9R7O=_=fA*|C3K*<%2^cjL@vAo-ICc!z50bZd$kmwmyW1{>YWo#OpU zLH2%m)YiZgp{N~ExS+d7pJ6Tkc0QXx{*E4LS)<k64U`eaurKwzl~P=*?H z=Uy>+0GHrz6`{#_bry`%_t8lUzro8)giLR{B~o_zo?1`I85SA-b`Sm{p|zz1cMEG* zEFFq|jNu*rS~F5$Jay>ph~YY`3Twf@-NpLI;o6v6hcL>N^gSSs<4*6Thtr2B!c}#p zL0rbLFA*RAhHssO?tD+>tbV1C#XB`QpfbcW2;gntvhN3*)h;PvIGuNof!s==&Xvx` zc+RrYYn#9=F9?EYM_Uph``N#ssUyPXN5Yu6s0c?+&s!F9xv%=ItaapaU?$~=M19Tk zNawdo|2z1ChkRH-&a1rpo=g0h=J#;p2csVjwJGo_aH!Bv0~`^YteDK(afNIQP_$H= zCO|u!ij=?~|Et;cKDtH*kmamM1wZN=SIK7hoWe;$vWccY4tdt{x+i0Oc_Lruyq_1t zxgXNfnNdNzQbwz0s^4&A%dUD0lg=lQ=)MbD^1^w)szMD>GB(@M#ol4nXIf;YG+))- zcUs)oJ|;>veN9+cHSvQ`Wz5p-bb@M=Q3iHIyYpPUY*OR5_2N^@J;v(%ko%#fGaBL- zT9qQ__@10k%MrL3fX?FI(Iaz%=?FszH%n=lJ}qiUguY6iB==K@1}&vFW3*JMl3NKU zX_BS=O`cQB+SzWrNuz}G^<(d}-gBB5A+UOIc=n>H;Ut1fBmf2Z z7?Ec#3HR=(#S-|{9XNY1uY0mQPMKu5o{v{2?mZ&OQqpu~fI>oTNW_u+ZPHKcT$Mbl z$dH#|aLemdn3;oLW-{`VdIxE6DTH54+y#OeDlXOas-Gw5hoH%2p5~Pl&nOta_Txb) zXh;*s!r9y$5|Yk@UBJmqnVFCWbpjn*5hGrrGxuk;NG>$n;|G%0Jy61xLa~=Ac8Ri* zYbxToVkyeM-56q`1T7(hD*ALiL1$q$1yJ`bft0dJsSk;$Etz>LVeOrP+JE$NBdO(5)qj#%Z1 zhFk~3+YCfB2Jxw~Y!HX~VFoUcbxlX^yJXGYcMSt(p6D@K13r81Ebp{Gc~?X~v~Kx4 z>FZh&Qq;)DE{~gO`F5Lso)Ee#URk4W zHwY%uOErUA!qdQjeL1CZwE@I<3B+(+cdVH2k-NKe_W<{)T3m0JQUm^`1R5W&M(3LD z*yV;9A7u0Vx+;R@-d-v*41X_u^HBkh*zE)JhiIr$6*M7a8W3*dm7$lr~vo_hM7WXPjpJb zB%T)K!V8ieR9?p+C+qfF7_nSkt{Zs|C*|Cj*gN*HD2b8e`~_T*4@Jj{Cw=!(J8-sv4)kMO5(e$YEv6oD(VEsL%SyPcpexm2vJ{~| zsOl?X)|Lt)%&Fc7PlxFdKC?H6?i zd5IUNk-h?yNu|`r{s4arhDF#h8f4i*(rll@hTW9?lpJKzK(+41v(R7ab$7Id{ZvL|63zy~ds}b|BQU{dkJvjtQ5w@@+EoU4R!iwC! z3c91pwB|q8rW}PPdf)#PCt#s1+=@+1$lda>4JTDr_3c3<>A3GHJFBMgXmRIT!#nDR zQd2UVBC#kKIwl1gWOxBc#}KXL3f=)jF`EiV zvdI_>Aq0?z$H3z_SnpFhkyUVWn5}Cai(A54!#+vu*J|@v(#!Y;HHbUS5%JO&AYG~+ zzgv$mTt_8{jaEatJ3$mkVjnAw5|QB*mBi8c1$7#uOBECvhwh+$(NkK%$jy9upJ#Re z$7*r*q6Q0(v!$=_M|D+yPK=ohyk@S=R}rKj+?Vni4;UHW)8KnC`iji99fYu}0P4*< zo}-)FuszC{R<4@4(ZRvrQ+kRE7nvJH@hkJi+JI&*hTT$pGmc1*HzndIlV5+(Y?KyY z)v}#;{Gc(*I6fK^f26Hv|1xUS6p;42jnrO5YvOmw$qr-9q2;0m$u;c3&3BnHa&1z- zi{g16B7oP7xxE-IhN8e2=0{OOWc{Nj!B+zK8AjOi>yUGh1Dg$JoOYo;_j35Dv+rQt z_{8|7%RKJSv*Ng?d6yuJPpm&SvKl3~3r(6NjNpQHJ|-`FLOY`dFw~Z?*ClXa2(3<(gpldTJI;h9xM(=)z`X z_UHnF&hqv5ddvW`%H3=Wp=wvAC33R)(oxy6F9@SN#e_`el^3ytoo7qlSV*d9GH4E$ zuo@Wh{TFB;gqtvjFmGxU_Gksd(0EE01ki=;P*h95yfd4btqx^Gb$c^bY2Pu*TM5Us z*g3~Vj*3GZ@?j_zjX>|tt9_2tc065biVn2S@NbV`Tp0Z2BF%bVS+GpUs?%y0pQ7+> zf$Isu{{+)?=!6Mnx$#4h<$RX&DSjBeunL>ry4eC;)tm=Iq-O?_TKkc-(uCbU{ zSd&LS(Ho@&q^9Z~Q&}ZcEh=koOu*4(GX}mT^j`kvM*DdF7k3f|j$hq4Si>#}#TeDz zflA8I)atE9F&_)BP+a=&%CG96gYM?~tGRg6rx&WBVpvIlR zZqyn-o=vHD{O|*$ezZ*}ad?#!O-u_DJLG$Ym-2WDCqf9FHx24Qs#bX?q!K0WK3kPF zE{>GT+a(cJo?D@f(-{(Hy4H=8qmlbktMc5<>Q30@7#W*|^Jy5d@vFszQP$()XZjcS zjfUvfQ{*H?ZDEeN>Doq&P{8PXlr|}J*)HU09gB<7b|WSJAtRASEs1^UIMVyifu&+@ zK2?N5a|pkZVDB8G+zYLRn{8J6c9^KZp9NSn8x_B!u-M-hjKR?9IghlOr>I_e8tW$W z+=mx`+bgFy;d~`vLqmRAe|Bz?WZs$gklUq;?t=vS8(RX;BjLe#H448h+f3+cFZzbu0CV1Ogr62B2*grRAz++UoWr4Fqoq1AM$xQqz&sU zNiux8F?d>h;c&QO(Lt1q3ilRjxYd792U$TvtXwpO%<9l=X*X)k)f3$?;PydISeg1W z7`jpAOwOQ)0w6jn8)IK|G;5khahj;j(RVI5P)QCj=?&mkO+;<|x^51on|{1#x?$w# zUGov8uJ}l3I)uHJCo^e5NJHNk5=h6GeZS_Y(&5OW>BfX71}G^4{+bm5K%b}r~O-%a6}Y{Ct>e$<=MWX#z+9Ak)^+>lFHH+g->g9|MdfPX*$PpOF=E{fiS%cWelh* zx7+B0Ox;IMFcE^bxo0KTDrjf%>FW7{i*6z&8&CqLA$p`Ga-2dDdo0RrSNG9@dUh{} zrQfvhja5?E@%F=nkls&22piP2PeHk}M9;SnAL&_)xWBrYNLEBF!oi|-4CzN|mN$Cv zW$f3dVh+&nF}ZYso?M37zfmciMc$QrzS)fpGc8kd!MMZ~dqdHWYyLgC`|T2wm)8(` zrU!JKE8`|>4sfzF7L(85O$L~9ak3q|8;Vlv6EH!z)zRm&jJxM=F-9ioB8j9|eZ%a) zMB!^9ZqBYCGn6#P6mH6=lu9Dhj~~Tvn5l-R>SAFUz#l~BO zju;8tNpKNQvw!r71#&X+wnfenL8Ys#FR#+=RzulC7ZigH`)PPJL>!wiz^seTzF92Y z83+bmkI)pq4}z+eeN{vmz&E$o6NPT1LuU9lPe$ug0gZ zm0Y-v$enb(e?g|$u|c-sj{$ptn*z{*#?AxBwWELhdD#FIHc|0?7CzwgU(7lh9(y(p3Jmv9W^uyr_JtN-3C@fvFTWD zQ=w$-vp#1bT`c+K&*aZvu!UK2m~L1oW!H}?O4?1z+6L#7IE@&O4in#S5B}!i@3p7W zi1^cZv*&b7r1A^YmS_Y8Eb!*lI1q2OS;DD64!#tp!XqJ6E zjeCrGC*gr!Z(6X4VF?vu3L?_Oj6Z5SJRI31l5fM}1j7#QUuhX%4k|SKH@LVRrYY#| zjq**R(bnw(u{`2CxWR34VDQaXcjxNsQo^f5enYRhl?AfeSiF}|9V|zwT96({;+e`n zNHma=DwJyG^U|QX)-3Oc_aT z5kby{%E)colN^ix4rc7@?bVNkx?}KR+l^l4#w5WJH&U>JTbbpLesv9U zqy(fqv$0YbFJb;sNT^Sge(}9t;x|B5W)8SgAW`_v>g8)6Rt_ zH1+|jE^#jCc3^MR&vH}a8fH8(k04I(9>=^U}KP zoTOLP>vldDr|zS8XZ+n^v3p(yNX#t6z++;3q)Zv4Bw%&uib*~llpGV96!G#MvZlpbe{|4pfwZ`GlJ|-irKPYm&S1j5-$4ICd%Yc;aFC*+3ohn=`uSS~T+9i9E0#*f*#j(I&PhUXzP z7{w@2UjWt}s~~7hW|(?Gg*$-V%WgVf%quDi?A(*37e`8WH~6G9^} zAZp}Heu+0TYE{`8Z`Gs0g6x}rflvcK&u-OT<>B4$NWNcs;cl=7FI``UP@_CXZak?ET+$%pE0@zR3suSN>>qxw7AQ10S!x`@ zYzepKua-&mkHxz^H(y8cE#Pblxchew^;^XmDJ(+M0PSu!<CEJnR+>pww)Cu5xy-U0JoCz$ABg zb*^ueVG}?6hbufrJFXIzJOq4@{Xi*WTFwY&BFZAgzsD|EQ?2qxCof%NHPN0VH#Sll z!}JZ$bBEucA;6cMEtN%J$3CyklzI9juL7+oGRQOQlT#bI6I~{lOr?lEew!(JBq@mq zLgKPvCA{d`Bl7tYHIa?f`>f?`t>hMBgx^FMu_2*(9&fD#@~sZ)__`j2Bah(7(37pTBnIoWIW%PZJ5rS6{VPPL ziWFMd9+VDi_0drk^wF25Iaz+bC!0f27W;i!*Sqf^+rFvNzutfK5Y_v}Bwd1vcy|e> z*B{K@JseK2S`F~{ez&_XdNS@rcBRG-&IPzUHN&9xLX5nXi%8ai1Zx~}jo z_0E6Ez+z~}sv^f5tYRT?rFn}6mNmfk8T8h{<_vjQ8TdHR_#@Y{VEI7duN>YTM9RXk0!PiS@4k-s$y~deY`W341&WFg8 z@>-2OvBuX+u;FC3u z8AOP4s{1@H#v-1p$owC$W)FY@4DH~tTrc?#t=F2HBeavFXNh!4x4QNN*&GEyervow z%5qW@{_PUz!D4Ts8A!a{u&{z!?R5sGFxkXqEwKS1FAodFM(UIr7)zktBpLo z2#E;1$biCEDu?(?nUr{hBCDnThKO9eYoqu({}%vDK(xPuIm63Sg4~650;b=E zwWR&c!bQ_D?jj^r5{}OTPs=0}bE_z*K+e&R3u6VTh-U5`+Yy-0``=gIwO`HZ>&Qho z&w**R`4o~f9t|ZD(dFrZt6%Ksd{FoW*uM%RQWrFRQ{-24gq=CskEtqSw~MZh$I53RkWx#&krk75Qi zH!=d@SrX-vHy&g6X&4bNfBxL>f92A>I%&bMg7oVUJh~5F(*i)hnPv!*HZT;s_}t_z zmOZ6Ewv~nFgSq)2eIP4siJIL+Uijvxr!nDi-~1{ZBpO>o{M?yShS;T!M{s@u6udRG z);!xG^>C>K0CU(v3f{U6eTBSp8f7UgKe;xib`Mv&mf;D`j z$18KJ61+mOEIC#9ja1xvOe-Ya56eCZr8n8KDtow53+rG!i|*EMTJPWd8!oecQ29hf zhNW))%#nkm#W11OhxD4Vn;@cIO_eu6_An+}KzO51Z5*`yI6|IJi&QKV<0#Hn796)R zkbzf`Gjd>le_c4>NxM>m=-jO^>NB@~7V7WdW(qOAfv@&fHEk3`{g>jfq;a;$u{b)g zG~lKWzBMH^^5d`)!u30GgF$ub5fpj|Kl@%&P>QoyX7$E|EXP}ebfIy^%W^^zx~VPx zv3$z5PzU5VE`IQJr;au>;67MP0y^-9231xpv&_|2e}hmO3*1`#d8p+&?41?-@K+U3 z5TW>dT{)E5Bk@i|&du|$^>z&~@sefymvR?|0nIi{=XhL7SLwutdL*?aCtL%SxzJ^j z4oKG|S`x2+OgbCOx?qI^5IODKk?$Ws>w8z@m))am|IBZ)#N|3@%^O1G+K)ds11 zQ1EJn%a9D145zc62Y4M-wYBV^w6{ovg8)4?f3Rvx=o_BE8kAk3AlI9R^70WB6-q2W zHpUlkUNqj*j#i1?3;>~mg8EzlXdMMH=O#jH)SD4?T(KdDMsXK1AbELmdH^AX`=;Op zL%v_D<3}sKhbuO7M^)n>MJbg<+(}z}TupbSEW3G;z`daC{51l@sblaf+{cB;=GC{3 zfBl{H&~IavB8`P?C_vhvLDtx0(^hv)6;`?oS*s6Kl=gU|r(`{k_EZ}W`~hl@8t`^rJ0Ll;yl{Q#Wj?-f8oNB7~Y01HElEh6XBSA)1cFJX8I!n4pwL~ zuB3rjCdH#f%3Di3rv~iwN`C;>!XUE+v`+b+Bmp6*=jy@C3R$OZL>J< z@v+po#0Vdl{xbP67By`W?HFN|`ncUl=x~wzOmLH13%+H!4ebQ438%3;$^tm^blr&E zdEDrz2P9FO^KUGlXYGz<+|Cxk%HHv=V0ykW)xnb#)A{TjGSa~c2rA45*=ZdJ&!b+Z zC-O%kT;T)~S))NlM`m?YMSM$$?&=!(V*?_=|)Z=0Ur4T z_7!(wh1xDoPC0`oO@>+i!|T_F(%^#ACTMdh1=pn{CJj5sZ&UZAopk%(b6=kKMPa(k ztH+&ztBQ8+eaQGHx4*{(2$^6_H#azqF+wIV4r5Ii`;}}Gruo)<@nYXNf7i#jBLmb6 zvuOZNq@+d{gs5#tMmI=0Ioa`4Xf2r4FwGoy3PQV2Vx`I_&5NbbN(7~!iSNH>(A>2) ztcIk4ujJF&9Jt6&d8T!Z?u3|s=YSVa`-A%<#I^MVPFxz!i?@5-Eam&DC zJ%amgnwQ5|Q+ZSOP2Vl+c(PK9l=zbAUFv~|iZcvmEiQz2TCr%P(nbD^rlXZ2498DO zx{?o)c$UP)v{&A562mSDy*G@34#Z?| zh5_zQkVtZuodZ~FL|X-S%v`FWenEr`*$GmmNRuby`55Mst-Ko<^s4o~wO*qQA~nK& zi!eSj-Ndr|&(9>ZhpL)l#1fJ?*(>y|H35@Yv25vqqzh}8(kr6!8m9o1Uz($|@<40T z!uH<{HD6bB@KRoZf0bxyWJ~mnU8w3mSi&LJQ=DmR66q*Hn7?3Pdzc6Sc@%21!WKzk zJ3Vwa^@sG$cGsopNMC8wB4;Fk-9Yk?oZc=f!ymxJA+#R=fRm4NY{#x=YrFB`%wdyE zeXW*(r5E^Y6#La?JXYlq&&Zk}1z%hot@qBqS164&Ih3xwf3&$@YwZR z!`~vX{fU*BB>Ujq_~G(pVFZ=%8p4bEQ{$Fx5X9}?VrO5;bqwpmz9u+d*V?}!WcGzO z7-Rg3T#%ap=;{n1@Q1-ItY9hcfHIVrz>wS2*dOK$hh3@wO?3<4itD@Ev%jEFG%##~ z`iG=3Zo36`Tbb^E-?6EnNGMEDeR_5Iz5;UmK;r5rIndf4gKy$pHIv+qSmf0ixE0?+yt zcf`~od1D~K8r{nwbLr$@?XTz;$XiCAjTSyVZ^#KUf6d!ePGEapL+>MlLRcSvAaxyO zE*b0Au2>#8^U5@jp~u~`yo5r%H)ao|SCweP+Q9&DCz1<%;zsxYrjrmZ->#y%?NIJz zxC!*lTRqY$fn}o^0ZwcVgHiW)ZaIp=kIId!Grv%1teBV#Z{1qOt1=GdHOF2{UsLK% zmj|G3DRb{n;-Q; zIB{}9?^d&Q5H$!6W~Jf==7|R-GKZ!%KLr-we-uPqy!nxU4-qBcTIRu>Y@Rw7{E$S* zGh6Z!yv64wp;K8(?17h3xgUO{&lgqmMkbCQIQ35qR2LkcX zi%l3{FcLWz9JHB9-H914%fr0R7lA|3+7f^BTm>}O<1^CJrt6Eqey9>NM^-CeLG7Aqyn z0tcOEkFTb}N?9zg(Bzm)Jw$q9IOU*yR5lc<3h{$0A*LVyV|Y-#NguK8%Wiko7o!hl zYGR#Kgw=`;*K1IP2nn9kD}$}aP2zr|e`HjIoiJ8LGk81L&k_-5M?9>tII2P7g=51U z9K3#Ze)Pc=OOE)PZfW0+g&(Det`3{cuKmIg#x7j<$gKXJB6aYoYmtNQ?5tZ^&5+^x zg=stnI3jPG%JSF~bPvGnDN`9t(XTEg_S4nZ6Kcd5cN02ko>066{Quk@&51c_f8ZP5 zs)f7KhS1p=7{fT{D|@5y4YP~g9aNiYvIH^>akjMvKd0uh-fc3sg%w3F$}MA23i?th zE+%e03XNRmQzm^*)QKsC?G~*;{88w|EF%kSvBwy?Va2JX2Zsc57OfXYqZ&AkV@2uL zISe$&1Mx?+WN(aP{JcDR&a4*6e>1*k64pz2P};w3wpv|U1#L^U#7L5xs_}(htyW0j zxQ8j~1%efrE6_%*!w?A)$_!>7b{4Tntcvh&2wyPFLFK)N6uPkiWphP=Rr_?#Q1nZ$ z=R9c{>`pvB)wIf2#<~-_j0p9z-Bk*t5-xXh9)9nteC;-ut=6+r@Q`n|e?38wECKtx zC{Kv{GG0@A+T&8&4hXTW#(DC-?{)7q_si`OS zP`6xWwe*`k4zB!DwRYYQf5yHI7B2@DaV1Jw+QdVcvNq*5#JfRA>%KhE5>~sjJH4&~ zkl`u;E!q}RK${&Bj%TS#741M`ps;Ck(BtV_hlWNoY`riNwZ>j>MW+uMua$}f_j1tW z9Zk>3?S`{EtlG4wXnZUsfS6iR-l#sK;4KJ(uvl*>h3tk+MuMp;e+P%s?#=*4lT@5@ z`mEp?3T;goHpS$TG~NFZrM^n!t2ndI70$lqKRP-H*S}f+()pv`T(%6~8RqeQP=Cz= zr+!sFa~nBqj47ptdf?OxIR*bvI0VIy!Lkq^s_|DbH7rGQy{{B^*}sQX9Vf-KI@B;A zpRvd96>O!;b$pB#e;FD&$jIS0D7Gj)LaDobNv6%ox`BGy8ZhN%ZB~Svf_j zCH<=Df)l0|3QBZHdW4djN}qm-Ssf+wW-(lpJiPyF`}R2oe}NeFx4q$KfEqJIFz;j0}I#K&%$nYrQdu#Xe|M5|`)}fuxwVZp940+nOPJD4u4BaEG%t z28G#v_XQ=%pbI){nMW$dA)&PUNlFeSJYx#N8mVNAxn?XegXS*uBJShU-xq~-SYFV0 zc!{e|;2mFyf1*4uW;Cs|YG}=^$V#GWPLyq-dk#BPllx#wt?!V+>G;}8e{Y9$gAus} zpx+sKjfMn7XUsM;%inxu>Fi=JRr?@BmbIL_K2hI`{;i7poctJHX2&iN8)ub=KNIaZ7% z%loYhw8+vx?sG_)J5}cbH#!c)R!TW%krUCqo6>%%rDG6-Bm}caJ1%rDDd#I~M3a>; z`@{dnf3^Ix2cKi+rW+TkgCS^1_NvlbV{L%B_0P8j)HiDBYhe3!lgD&|?Zw3lkD_3M zBMgP_^IqKTyCYvgvejBprtBXofPi%=a1j-1gltDr?=5%iX;LbRpu4V?)_3a~nnuTo z=T7xNy$k{GyDF}6#0eBeADI=eEJuKb^PolL+wK}I_B=6_QkEK($cs^gkh zs43#1v`NLSdUcRl(jDd_r|Drx(2;4NeU6~#CDqNCT0bE#uU-P@6Q3cD%ucWRhU*d1^n z9IGMz7WnuW=SE!6#XDgO2`c@yz{TBXm{4`^-vaFIs|z{2L3}61QtO4AfZ`fKt*Ju* zHvkSR{ZF3r-nuAwP-8$68?wiuS>Y4E2e(u!E8H&xPNHlk)Oa0b5qCxUNfTN%%xjN3QYRFLniWY zDJvMUJp%v>6WBcVHV+dOD;|B;$PF0ESntOL1X%jns%wWW-1r9C_VIio@LGHetN035 zNB1M9+wf}yE)6@D|LQKgYT6riUVH*fa-)>5``Ac6pl9cijQf+Je zJIMl|vf=7Y(%2;&8V^*Idr~d9bivG2i>89Lc+qL&D?R&Te(vHov#b0Fjfh7xlpg?n z?f)4n*&1|(bJ-d8e@zm?WngTyhzl0%%gd-4vq+UOg}`bxBzRk%`WtNK4FeF+nZ-zd zCX6KcNwcKV#$2)k0VnVRx`VC#$Zwo?1&9Jfkd?9-WXng|MwM-le$X1?QaVAu!M{|x zAtvklJOj5em<`&2-bb{YxhXx~FNfNd3M_@^R~1yNU6}m;f5PpdND9z1yRY{C2R*Kk zEtrHhB3VF8{>Wt`Fhup3^jcjMtph+RO_^FZeY>Pe(c7{ zB8Blff+2ALd*Q3!K+M5a;GnEO8YtqJjOSQga(=Sh3=X4HK110>`o>Z@p!j>2EHqy( zNeM(ctS%^Hf3mwF#y2;H=_rGoL^*%-uHyVpe3LL?&VA0)xFENDDZa|3@|ky`34Sm9 zSoVdf~;n^y)c(F!D*S^-|TuV@<@fwv6xK69~5 zpV>jNi+Ha07Ww>3gn%@?@NX?$eQOjjVosBI$@Yj1e@~Ufu81TY@Hk~HEzxII8NKyf zS9k+F8MMpw1qUVk1BGqS6UMwi=$#v`&$wRyKN-b9S~s?@-Ba*{ABd?g5Y`LeU|_~) z_mDtA=-&Ub%ja$nU0uOH$;cV#u8oHI)W2C!$vLJjcg~q`#kl$u6()o$K-h?v+tpYo&ck zdgkn1j7(_6PCjuY;M(++01UB=WDw~liVDcW(|pSzo>$aT0XfRa`dUE!0weSP!7ktE z>oB!gb*QWmJXRFCe)U z-G17L0ZIm^<4y7@BXsjk%G{L>W5PCwQ#Wl7okxS<>%)v0r;j+WI^}WneTN9JW5^h1 zf4|T**RT<1wl%`Q0)%SEpD%&yW*dAFFy=BSHpvx!5!{&%OS*)3(i`ZQ#X)l7EfQ^4 z?;GwdEOm>Wl`TD?5YLlcg3Ld@dhrqpK2?Txugb!Iz9lvjzL4hs^aq%ttIJ-vGokQ< z#7C^4MD6<>Um2b`2TkK_4R3BNIe>jYsV@WjANLUZWg9u|5F_o+;aU&(EF=7-q z^ZYSP=i{WUSke(4C3_^<37U4ybc(OxXa8^%pa?tTL>Y&Z&d@VV;OZkiiRT-sMg(Er zA#!|kg*MFJV3kqk*H9kf_AO`jj|{gZB9qbrZ4hX-(3IhZv1(QQ#O2}!&mxOzf7+2W z2XtQd?~UX0k|&Xl|E|A+tobze6X_$D(?P-jJ{y zVXE?^+T+Cahi{a=yq_*1JBwvb@tONkBu|gNVSQgirdNpCGu~ahcopvXye7f2_(E&Zv0meH!Tv4VsFKNrBfkPKq4;t@z5oM~ zs~2k89m9`v?}kHShSR^m)A?;gDck&$1s~n;=wnuP9xQ4#plN0Hgp7p^XE#T(BY@;! z8=pXqAr!$z`)>fFkGqH#@~b>^TWAx?^dEM=>XQBV);RzqMjh!#FX9u zgS5^DDrG6N(2?Q`s@#G(HpJeLBE>3vUC__e^_?l{2K_17=>q6;d@zcE^!HoP)%Cr- zlf^=)EIu55;$8{>S-vrVf0%w4lqUHue)LV8y9X@FW+jQZ6zQvZoAth5N~;RYbNM3 zS{xbc_}j@3*~DLV8MG8(^kwoDwk3n@m*is9uR?gW7$mpF>$e3eujY6syIK{ZO+AE0R69POrNxZTStP?AH#G$5j!J z#xgD5%b?_3A5#G8GvFy{b6})Bd1?$kW@uWTwE_q^O<$TtW1KxDsBTqC585cNHwl4$ z-YsLt?a{!SXi9*je~7egjXYfULDS3<80RP2i56IG=b6Jfk#6~hbVDkZ%e?FgM)xO^`oLq=AiSa>q z$m~Z5xSy8z1pdjt*=;SF4z51bX^QpW5?8X*G># z2k=hhtq*-Be*;A&K?vv*1rEoitMu47O^bN=eL&K?W8Sdqedt^1hA=F zf%Xy8-Cxq5eCGt33ec9`bT%qyxzXnFmlJpJ#=t;Pefj!26t1*Xs@YRJ#%5daSM}la zd%wWsWH-Qrz5&tDu}0=jXZoHT^*vkc&qfPpe^RF$%l|b$7b`9&bXQG)|KMhY=eA%r2c$#p*hth)N1>Z{01QPA8_>Z2Q%8p(n*O5u$$i}uwa4}Gm- zt}JL)b=ItMlO#VTHR%L&0gCa6n*^E1f9k0S+uc-Mv=aiRAK5oR6}qy#J^i zQOYIRxMJ)^Frg8C4)^U7x};* z{nQ;i>R^bW&=g^o6v^{v2@{@eL$tV6wEP!!l7AIFr49@e5npmoyAGWqS`U!qYm&_- z-wk)i$ON~qXoN>>1(SNRCK8^{f8^Yt%|9E1FjNT4)_Hr*iY_iZo6_O!=4>%^9N(6d z!UMii>0_$);~wZwBbvU71(cSUCdZbccxL|zxqN_H)-IIILCCg{hW^R?i!n@L>u<2&+ZH0=D*$e}CsCeuh>< zpA^1J$s=)^Iw>q)Si_rpWQAQuTcAejD;$>+?GX(pOZtau&ub!1l87r+S&9Y>45M$# z?mmiE#wyp)-%!vvz%Py(BR8t)m2sN)1Y7Yk7G2J}xG%wI0 zWA@T6O&m9wR3UeGv;LkRzeN{B{51?MaYJDvN34XF(nknqNFkr93gM9vQA~;PscEDH zLgYOV@rldq;!>r`0k{9%c@$Us9-h42ieeJADE_-`j(xE~CDG=Kf3HEiL$@+${y{wt z4wT%D;;}OOPA=4bHEE|hwK^u4I)d?XN;M0YtC#@i?+kpt~5HPFRz2*`#_=aG(p(^21+e*Yk+DjFA< ziLvVQo>)rwW58b8fBca1LHhk!)9Ik*X7l4glS$7EZHw0(SY6Lkav!xr>AT)&48yG= z+Vfml1H|vI^+87IMgPs)-4{f5Ho&z0#VX_}CQ)d7wesns;u_(FNo5cN>Hut0iHq=R#Nx+wmh};Y=0xyIf6Af};rjJTU-yec=bF>D zH#0fo4stEA>2FuaQ```rX(#RkwUEc`jFx)c@G9c}3Nq0-aGzrtIzQ>>=)3y8{oC!O zI^60{81*7}oB=VuHe)}W(kZ+3VD;SCJE`4Q*x&ts(nr^=iA1p5Cns)F(6H{o<;Mj^ zTr7gjty;qze}GWY08#UR4?cD{WKOHt>hA({`47_&JxoMg2;PO;Kt^*O(1TvRM1q^_c?+Y=xB1(`fH6i@IgrVw@Pg7>vX#5DkABc)c*BJ{pHX(U!WH}@#AK3~SYex~=#^N(y zrRGliBWYtOlyNUGDE`PMZwJ&E;8=oJ;rKK1qQO99xVjnjs5C))taE+%hjd>q4Yv`v z575>ke@VeNVha+xT8ixRx_^4f9#eCmbo}|ns>!;PzoyX<3@1PR+|rUX|F+t8`6DQ% z3sFmqN~vetw|#m`T>!B~&KZ+!H&?Xx9{-2~)!S4;x)JX{G4l?Fk7Wvli=}gl zuRI`V1&Me*eUDm7nVXmA`%}Vx+$TT&0zwsVp9s*KLK#OBW%sd1C(w{#6cR@kw z&AHtq~Ha%RQwm>*&Eh_4}f{asN9kjXPaU-VF^HBz~5__ZPlG~A=%MR{Clpr3}mdP zh_$gROz|%)qD{5=9~wS>0OA^^?}mJ>MKu>XTkCr@IN>R>3wV1|0w!)`iekEn=wcC3 z*hQIKdy+e27`HRT?$^LuS0@Ne7}VbEe=#4w}jX=0qRPkOOK5 z3b8qK#C&YZ>->vNaI|Nqx8s`7Np6c7_}88U^`=-uR_J|+u|O(RaC6G!m7NKLe<9Y? zcHFUP?#YtKvbHX8z>jfsHjg4g?!rWWyzUbBwPXyH=o(aN(+K|wlcUsflRK0PhqyWy z3#_71eRO&=5-#VOtI0iJB#3nTy*Aj|o1!X8U-!I!0IwUDFDslT;rh*2_ke{bg2!b z=f_W+yd)7kkzuBZXQB`5ptvBfUU>+6I*Nz_97^tf35p1JNyv2 zFE!wyNEdXr=wR%&wQyYa2X{ZQLqVhL)d5i)uKo2u7ZDjycO9#Pr3@po5af>T+J=#o zudfiGk%oRye)j2St^|NohCuMJRu;x4=xIBKR)CrDGDj(*=n4Pe?cYQXGuZ($GR&ob zpM0}kkZf6O1K=%=);SgUe_+DlA9~B-hAu?0dz8pIYs?%1F()jpMW3JY#qQWuS1fZqg`Q8Zb zTI-8VghGi&0wiJdA`!n-yi3Gp01AdG&87rlK~xMQ3uXwM5OzC{f2lkb`eobnv}KQE zN4eK+)#^pm6=PkOxx4ENF*vBI4mOtG#_BokpV^0k-is*_i*?@l)@!P>PN05V`@)+~ zH?b+5^eI_bGEjgU_e!rsh-_2IfNECt!62cm11sxa2r=YHqM4%G1@VVQ35BqmZrTpS zQM^L8u!b2d{M6rS@mms@xT~I^uwEOa+f8v_;+nph%3-yb=U)LSBF^Siti`6+-u2Aa045e=;au43HCX>K7v%=Uip%)@;;RoR<{T zsFj)P2*JILbV|W8iU&c)0l&V!#_!K#dG8K7=e(|=srQwUT^6e`zyT5j$+sZaR(E2R z9e)HBv9Ok8yp6K%!SbGW72ne>QkkKP)E_CTt$Uv*08W2j{>e}PXemc^-h$mM0!a~c zf3QL7yN3X}bHm1DzHw_;dcSz_kS%O9tZl}1*ra(HnL!w%H)CYsH5hgQ%zJ*B9V|OM zuJ3VezL1*& z`iAU36b%-@v|D%#og7w7i*v5nGP$AMa{;VWG85SHx|qN2$WA-4weE}^d8!cx^%x?P z;&=vk@f*TRrEx$0vByuhXN=DKH#FVA)OB@1T~G3$?#KFde*W&X5NWa5ak#vl@$7&u zTs}|Zm<^(K8o4e;}VDeWoLA`*le&m~7`@S#8$u z&bUp0_8OVUwcptvqoHt(f4hca#GK2&Jf)bY=P;H>tngb8J1f%G`!(yVH__m+EFp-> z6EB#Dg#d67-3y)2lay2?ESR^+u7RT-=Gos3oW2F)#J|4oCR5*TI~&Q@JeJ;hsx+-w`9* zqq)!C2XUhmhqeb``G!5&jQSgfLbT>F<;Zz{N;zS5D@4T7=^k2#Hf&&XANJK5NtN_? zil8@uK^U+hj+vo~EH^ySe}GJysTq{X)eu>Qli`Kp?dZTJxkeIkKZ6+=zI-WKnnMn9A0>KaOR~wO&EJ{!cmi5Vr9tysLj5iZfJBvgj7PO^rsf z>WAtQ`D{Z8HIaNie!cbfFYIENh(Qu-!~}&bPp?;XFaxq~$nQN8e+&=QbJKY+b#?)c zk#_SSw&6lD6S0=sr-Twa*=$|)_e`*mbS!n}i(vILao7pDH9C>JT{8}Ma%PRqWPI6P zH#_HZeQw`DxW6Ls5{;RtKg;r&5VDSXN2V?M2A5CVCo2N+|+Za5=mAKN?{`G_n1->$&>f~=ELv* z1tgZXB$?DCiq5j;U|O_~*Zwo58rXNX&4|i>wld3WV-85ue^hnY410^Tqf}K*D%Bp$ zd5BL8_2%Kb1VOVe!On1=D@L>56lg#9`mX~u zZ6tn>7j{V5`Eorfe7ob%W|n$$%YENc*B1WfJpI>r5dr)X*r^GioMjlJHsyxCXR-Lq z(uzD}kevV$b_SQ(e=5PUK7nnC6Z53_$aKDx3k zCeS&xS*`Hmed?-zP<5!SztdCGV^jWSTv0Q|Ky?ld*JFyTR^1(|ZYJSN@7F4$Y`o&c zbaI)2W5gH;A2$F0gG2UJV4G?$akhSB#*^FqaVpQ}HhGAb<4|#84}hx5TxIfAiIcpB zlC=mcL$e*{e>XV5v!*RsK%v+HsFQ~vFuCf>iLL#{5p-041P{)FHH<*t!ll;3;b%N1 zHyY|yEcrFwo<9xyvJ$%{8M{J2tM-u06|V-!!jn1aQT|~$X6{=XvF=-A6F<_i2PENJLYrxgnvo4|?A`bH&0Q`Dh?^e>m?Wd4bqWb?& zjQh^gx!Tf%>9gf&T`@^6x6wJAVshMz@8>Vo()xO>Jm{k|<7Zmgpd6c>+fsO5n7(=X zEx=XH*d4WjB&LAeGuoDy5jLTz$)E3Bc3C}t$6ja=Z^SH6Uy{#-7r#1>j}1p6zjcP( zH^d^@pnsM^1-4jCpQvE}Ho*9lz{s)_VV+jyQ)pfz70R?{@ILvqOUhR>P(IZZFYk9@ zKuyF)#L_a17m*BcD^8>;nXi^x(Ja}OATJx>HO%jpi3R5Z6<|w6(QQ$X^=p^7(u#V2 zcwGfu#Z=@o*DGK4Z$sTmJ11{;nqeX>nv!PjdKXFGd|Y__JY#-ktCaTbk?HO|qGeTc zrL2rBgsxmS12am@JdBGgYQ%7P?DdwZAhJ^Mnr$>Ue0TT3izaJ~naa?c4%o5n02vV9 z?DJlDNuB8*eoTxlxh8#bH?BpqN%XvbusCgGT)-wne!MUcN${yYd)O^tbhbpVuFl0W zJ8&X1=Y&9@o#_2dkxVt4B`OpX-|QtyShMPEl@cf*&PSA$43;nTAL4`Vo&SfOCJa$E zTZ4h@#d?ra#_!XE$pXsXij}FZ-r^gVy=mDq?k}~I+Rxd)vXB+wBrmPh5L*m?#CJ&D zv8gXHV?P7*3qBVd)#`p@(NSDY6i{g=F@V6O4UVDfZx?tugb9av6H=?U@tpR=OL1BM zvx_n;G1`tfKW)94r1U*qsQEq3@B{3}h->Z^rw#ZkM&>emS@Uyf6D}sq%6_;z(X;1xVj=CG zQDw$_iouPTN+s~f3K(j$)p)UkY7A<;@LMy0;61Gi1x*J(*gw>j<6VG%=@hw5vR37n zQL`CTtp<7|)Z@|W#}Zb2v74Bq{M$n+GH ze{lPj2tg{#*JGe=i&r+2FV7tSG#XS3*y2ulO zH-@zy8y21?K5D_FJJ0if$?nYzKo{AWT%&i~MYfWZI$CG#m}HaNhvLUnq`*luwQi&j z(x-G}Rj}8Ae@cbP&-sLFKre$(~`&vE#ngZH#zf^voEGZyjs%X(es*@tA>e0v9*8R@ zJ-j%S)j!Ka6YOU@IN%fP9cUvAS$(fIxQ;XyDYZV>mQSs(FDJ ztz0%@SNoo1s3W2o=ksV8oVVi>pK;wbznL9x0+WCT4YcGT;=@+vxQCVxd9-iwBhme; zKci!E6~v5%YkA&We=!7)KPf#1%5%1ask3t~fwkPnbql9|fgmJx$&%^Ma8Ek@5L+O4 zi+go|CfzAoxqCS+(>!_V!=;sX7M$2+>W5%=T^y!}@Kaq+r}M3?9Y`*PvejFsu!oGr z?J{q5d*+%d-R?(HCT2?B693}Xf(EhlJHtRHSXQa5nOF8jU@DuN=IEB{Mp6_JdBs}& zZf|!G$UVw`GFzM`I7q>eP=jeKutf8aAV*hl#Wh6ZS5Jx#^I|#%mc9ANBfV<6lzDD0 z_V@--_Qs>EpU*hUyXfOli5>AN0Nbh_)o%O_6|@an7n(NE!f#703&Y2_WKSj#LEv5( zmD$L3`VW~q+~8T#)P5Kou!If%hIuE^#6fuBqtqXNR&MxLkkn14+TF(P?9M1}ht>TP zX#cUW|EVut#hvWh977*ju^_1kV3AeJDl7Tt2hBV71Zx+5u>g68_V>RC0@qW9ArtI6 zM=%Ku+GT1OO0UG{y4QwPy2DqP&99vC>!xhmF`)(ET zqSqqP+r9*S$(BDCNRIXm+xYE~vi*3o@Dl!iG_6OyDtf~+E}TqA>|F}jXv zdfohAzW-*4q<^B1ZIMMBh&mLK-qGHZYj!bgU345s&qokwwoPPZrf4UVkLeef+X~`; z%6C++xUJvN?--WQ7Bt?`?&tR=Z3n%3oS(jO_B{ge=FIJO#&E96LmCO(R^5B|mH{ML z;8XXue8@czp*Ov54OB=0;~<;wS-i+yRLy)9a3;2LpOkeb8jK#ps zR3F+Y^!3i7RS`%<-G5?`i{cBMTc+cG32#1@YqlxB#0WVuBS_}&oRtxqBQgoh;n#nG zB;aE?B}r}PBc79FCfQKm0Rk^*SZ_HI?7xdiDf9TFmt@uOO8cu>(ZCkQc;rH5AH`lE3$=!3?8Zu~z~ z#LSiY6dMgwT=TtS7?TLYyixXm7ImH(0;>Q`kH8~sc|~&!jx8^48}_;OgKr{`O>`Vbepy-N%~J$eF89{!y?Ob);E zqTA{1aHnicXwRYqfl@&Rh$ZiT{H*PC`_w@Kqxo265*|^h&}GmH<>>HD`utyUx}XiY z>Ci$;|3sB^8PG}!y+3N}R)2Vy-ksr_gy()8yx&v3u% z&hT#_>2=-fr1BsYV``b-YoCRX@=_JDXkhK|?9^+GU;tI7t3%8D7~ zD6UBFzep=I^#E(?qVH9~dov?!;u4ao3#b;ck{~P1gS^^MFh{70G7WRK_&e^JBvsF5 zg+!6#i~UYifPBkigw5lI@n&kw<$QkGdh|vN+`q9|2D;}I9CC+$O|s<`1}fHMh{Wqb z7`QH{Fu?jT7!ReG^Y<$TG=`>dc<-QHv&WKR zL*`^+`nLvuoE>H34J+gr?Eu3TKf_J{;F!&yWwXJ;>v6A_oJDOu$biRt$^<9xr;b;! z4kJo=V-CH@yDXU#eo<$p;RDZ%{UAQp2|EiSd7FdpGb3P-exHVgK!S6N0~bp%_H^c@ z@7djnbl+iwSoiOMTn1594|p5fJ{q8zpcCO6Hh_LFzpe+pbN&XO!~jhX z;{9mrq{T~sq%WE&`)GZEE`7P15T&?Rp!tPd)M~0l?ea}F=R;MVA_~Wp#(N}F_s^6j zc?1G~g5q{JSPDNu3tj+8K(@c#pTQ%YlZ@BS)~e7V#UY#vj}7OZuyjBniROd(gd-n+ zkUbzsXzZ%8jcRT0lplaj=Vlqc^4Y=XBENrWDCNsvqPRN~=Wj!2s}o4kM%8-fHIIq^ zV7z|=JIiJHvoULCOga8w7{|I=VqHEb!XKj=1A(+If5{C%>!00R4~}s|VHPhM(sZpl zwF)#ZRD=P)i>i1cU&uxRqxX1={Yk2k_QQk@+U%IKxAbr33M0wHpA8kH zQoJdrAd<0gcVLecq@9GX7xnP&=W7s!wwQd(>v;U=_P_;p|C%EF@hd*{CzykdV*z-G ze>y-#-e4QG7h#Ssy`sC(CiU#NTim{Rk`4^?h`?+&4`@4L7HyuiVx`1mY5Y+A@9#Ci?S%nH}g^FhD3M}Hhsg^Q1SLkI0yZC}@Wf6n0x zwtd2q{i(FEXfZpL&=)tSL9mhmjwmyN3Ovn4{E_DsK&v`jgmR=*+|u1(qM*%Roz&lm zvN=k^6zI(NKrxEzo?L9^(TSue-=M$`Og&uIQSlm_s!W5&IJn&HWFx1S?H9f-n9iFd zwKLL>^*#Ek*!MI%%qF#)xbSSoe;SL159)i)??S%8-pD2s4M*asqIi$R53tS!Euwnl zpC<;t`gDg++X)7S-mr;>lUYQV+kavX9!SS@(j#mZtrN49!sJVYuODQ|eRG;)YrfHg zBhp`S+QZuA*szGUR7+hkNhF+&pk{awPBcT2kjHtWzsV#@s5irQ#n38Jf2~UoV>S6u zlSTjZw|R4C51;dH6%tZm-q>l+C*R32{+$!}kA<0F30|)ImkqTXMxJ}zUbRA=51?{R z6uV!tvX$~pry5gpb@!;(Xsqc8cP~HRG3o?|Na3|IrgD=>VG-X7D8BifH1`0)X@vZz z_27s{L5mfJd!#qUk#v&{f5MlGiOstpK^RfL`V@KOd5)jA*y6`3vK0D8Y9ZK!9;MWr z03Kwy+mz{_fgJvmsq_Q#O}QTqk#x2GTN_;PPNNuzp~tW(5VnvqcZnXz4cP2Z?Lw5_ z)3=BM5?d~bUW^a%DK7c|K3oav)5tqqf+L@TME($&kCL+2C-@+jQp}YzbDi=y3IgyE0gP zC$Zd{nuW%?jqJ&j#vg*0WMtM{_eZdVM{L_>b=Ih2^-TA*>ZM$%wM?4O^>^L-+KPdkVrUvdnli}CpgpB z>EswIlG-%G^zK=`T;ukJg)@zFMbtY8-pxoY6|;P#sC=z&f00yXZ^SJ1uq5U_;niVL z1&_S^x>j$QHK z1fo>_DUMB!e<7;&v%UcpnJNa{0QKO+fqYc(?|%~XxFeM*t(*5Aonz)Qhq`^!rIYGB zVKA21R{h-ikPsiUKEnD=ylhk(?g`|JI}Uey<#FE4Z-2OyG(QkU`4@e2@-+?`Bf*%| zhafgrO!vduq%sUJWU=-VfX+2%zTMubNOKbzq|Se}f8ir1CV-FPJ1zG126#3;V7F_X zm{%PbB1ImfI9%o_I`kZhc(T7?eK7N3wOGRB89j7Nlr+;5oq_Z*H^QD1ZH22XNiSMB%naD1WQ_lqODw+EgFoz3m4YN*Oc#Oh- zfE26?3RY=GflpT7Z*Z2|W-}PK9zIZi|6PYHf4csPY4l`_+J#Rjn}i}?$J#RZ>3pU+ z*m$hnb;=Xd_>km#LR=1|vA``S(*X=wi?mK2N=B#ked|?@iza-tI!g?Ms9qckx~Yo1 zDr$65mIAwm*K;69X+GJn!Am-Jq=FbBsI?g}{s-UTmgY>B@2zPxVL~sdjLv_d91|me ze@zKGpGRpfXqcH}5-=#81w-zCH6iAVXjPQ=dJNFyPsEW^)RWiXKB}g0?gB8(y3VOL&CYS~cZbK;qyFxD72dD6kI&My7~OMwN8CX{&(*L zE@|I*%3&#mP5-LhyoEKkocS_cK8(&hmJ}@-c7Ym_c_A@IYUIZ=&mU6y2lUNtw#K`?YfZpG zJG|9@<>X<79S^XLOu%}Ze=$3XaGmr&{Mm=eCA3>f2- z`y=?FuBqT{qGsu{M1A3ruskVdswu6}F<()8J$K~#Nde++q)v(lSq zO&r@G7%X>5ac26ngxgw>1@N$8BKIuDi3~cX1DRIqoWV!=;JTkSi+om%-NL-Yi?ifApkAv&`?S0EHBWQMzB;?re z8vk|fSPu}f7p`mDg2DW87ozXhkne|ZdJk2Ev0f3=_PmjVD@-T)HdcxzLzu=27AR`3wa#b6EM4&<4L?Sg0 z(}}3k$z3uKeu-?NpRoGa-MC*VjAL|^iT0!yaB$(FyZ?6nEDHwPhB&@3-|91`f zy*NOr1&QE2Q+&rNfA$$RA&C}0W9fjPc)w2YARN`T>2_E7Ti?}i;};SEkDX6fhgWei zr(iGhwG4sr!`OkJy@&>R zeg{@s1-Pisnc#M*hv@s3$5-Wf@0bX?Kjw`L1MuyB-ASi(f6e$Eu|JcmHk0vhLwBKr z&5A}%N1FKG0oJt)@+#mB+2{7#IHUyi`D7!6r)kV&lg>s$I) zI|%aQaD!L~Jpz<AM`;YL&{f1Qg)QG;aQFiENBVZ#>{JzNFJ68$+Ym|A|10B1Om1Ng~p7uuVEW&4y`oghP11B-uwxA@#!V+IOf3}zEJB}2ZA1M$h4O+;Zt1+w{?pu>J>k z_)J!`fB8P`RkgK=$Kf#Vg25mrVHq`0T@{YIHU{yb2MD6{oKyAP{R>K$BPSzDE=t!;70}um&Gd7)6Zh4!lDds491g{ag1W9Li_0vMN z>vW9$a~4A6+1y-|kMg4QnOxX+o;0fOI;~AospmJdE%R1exNu(JtM}wx@|3?OY)C$`>%TaLHwrjc!^)o!2>o0I0%8kWs91u*xSiSE4NRD z(r((HWES!x6xN8E6OHnvxELndyYOiFJ(QA7SX_KiZGX7Re%XSA`{(AB8`SEP)CVrX z;9_7OMFLH_p#w@ZkJ+J$3 zyceC&MyYZ6m?a+~WR%`!BSU4pLvOB=UyXBK z2#SEtlhNp6b5THHWqJTl&{X1KpK)`bz{0q0F$Ow~XV61x3{r}BZNJ`QP-E9+$g<&1 zL-`M|j2uu(d+b@Qe-;`ynct6*b*9aZ!(A&oG&Gc6!j8|joZrhJI+f;SFrm-|% za2L`D+WvDse`dL|mD{gN#go`;5wrM^+Clt-!*kO)7C6JZPkuM#U1N{+*t#@oFE!nk z%pCrst86p9PaC+8#0#!A_xmH-pseT2;a>}m_dACam4VnDp>_@pzw^Ev=>8nb!ZsB0 z4)=IWJLvz2c`h&qA*vM1^Q!cY^rgK_#5~SbPzHdU5N5^mPXM|V->yBK1f0T6@}+^RLZ zi?eW9z1GTofH0q`US%+e@Kb|MRzIC+Q%gI4-Q3C;!q{&w1`6!n%r(M z?h3J3evkw+1T1jw1)^xaE<%@E)bI0wy|BuJ$EX+Jy#i4U|DIe{=eH%$m~V4eEp1{R zbb^b>Vp!&blNSEpR66y$JkETcUhb(AokB7SY;IhIZ+RcIewT#nN1~sB?XWx6f9&UE z9gQUZCpjWPPP3Byy~TA9-;J- zM_4sb=x(-l39%$ud&s~+^>&5PbLMR=36FS5E>1%6IHd!;rDqFHdMNkzc&KjeLpbST zWiKPfC^!0$>t2gQPa+jK&jZwJf4yWW&@##sTpUBw-cjOR{dX=ky$f@rt{W`SfmT;#o3)cD$Gn23$B%V+F5BNz zeJ%ONmi`$Q?{3Nz^SknveQ7UO>BAFGfOcrmr2L86TDPU*m5(rw2iZYse>?*_##&ES zww?N89ChI|Y!CB2Kznn9KTf2OZm6Imj%a?dVLGb2d2>2^=Bl1E=gSZFyi(cNC-;g} zm&jH-B`MXzXkJ)^ywsHflQN%4DdH8K!K4V~8A)l0Z%}AY#AB4rQ=|=`lhz-5s`#fV zq8Ys|yk|H`i$?XulrL;0e@&b zyT<|^ej({+nJ>xV^c!TwVX;d6`O));?}fgDH1(v4-ql_-9tm!<>SI4Khvm|~+-8q* zto?9G2q#(LIRkyVetS_c&AxWx`U)?lDN5L^z#?VE6C)wN`KMe zg^=VI;q8zk<&%PYunvwISKIKYMsCn{rfV$|+&gcxMae^DuoYPSF=sVQbEqIl4s0_8grK*mv$^lrD}`zN6dy zLbS{ZmcshaEE{5H7$pj{8)x$g{I;g>a7FV?ETwoffBIKby< zBwL+@#&i1uXTAC?{0m*6tehvSS(ZhsN|OF4c<>E$nUU{he|Um!W?b!EXM zsiOe1lrGCXzbUsdo#e4OAkj$>zx}{rXO2E9=HS>v`m3+W6u1p~nUn6y5=qxqj~3v~ z^9hV5aVCVLf20Q^oOdX9uukDw@bALJ;~FOW9VCU~q$UxCn800in_2;OnQJ;1U@v?U z84qux;`tet7I+l?MPCZB;((465nU@ySrzhIoZ>DHoP^YJu5jWWG-87Tvf-mhz0SH< z4Jo0w*AeMcz6oWgYBCqR!cs~nv# zhtZQTe3a} zzqh-FHjv2_3TO@tW`NnI2m^Nl(u~6`i07!}x#A|yTH#^BY>M6V)R66t!}6BFQIc@I zDbpe?7U#T{KeqfBH`>nEvZf>Zfp0#x)$d&?E@x`{6ZT=c{c;k{rjMM+W}u;+6~RAr^ZVnt%0p?*AIk1rQ4mP)Rd+5r#lK#8*~RMA%Tvtg ze^5Yf+;$XMt?RxTDVM?zKj#u*iif+Pp~vDFvZSh`1r}T^?9ksxoW*?mSbWbY_QzIK z_qOTgf|){Fg85IROmT&T5AR>pBAVT&e{uJDJK%btaP2Oh`j;NikMXE2g(+uC>$ zNmdLvz%o1ITs8|!dnw#1Q7q(9HKv93f2`FLBNf6nzcOpFS9y-@!2ve7MK7r4w&i_s zv@Knp8c0`9s;{lMe{HRR-D%bg2NaSeYsZ6p*$pkD{0i?8jZ|7V6Ql6FadW50QJ_{o4G@CrI>7ovpH-nQv4+)6Ph{&eF3ZNx`oFFuT)p3e~EZ9 zf$!RrRhY);BO5`qj{w^M=-;fM;yZJo91pw+?R1eo{Oq~&Syr9_%iYdj#1OX=V+`;F zpQYS57rNrMm*z-m*wN=ut-72Tdvd*fS}a(XkBM02E!@8gSeuX|NL@|gdrw;>ACT9K z^JsuWSHF+CaXDdmeG%$yG(d#he}Xp)?qxJtn0&r|CC1u%6g}B~<|ut?NGvmnLVJ0+$N7PRuQywC>%eA++ ztFYF=m)In0mD%MafCDwg9Fg77326ylx>cIBj8rR})QLU$W7t)%?siE9Pq>%+x*LB$ zSeYj}yFcgA4*#s(LE~W~e|X%o5j+ccUdp>dzZ`b{I9pUap@#f>zC`aK702}QWZKU7 zl$BcnQZ{jQY`wMvUwQ2X2+96}3O0kVEAqa2`#C@d$>L|$RHFvn>M&V zIP)gI8k--d!iGkBwZN{TRHnvHi+E27Ix%+~Vpm5<91uXtnfZEXf6+ z_^c?>f|~~1u_bGhtz za#N`&a_e>tPRiaSHG55}$XJHbLn+(x)VaGa>|9#J1~Y#f)72X>6;przz5N;i`!q62 zxs_0!oLFkW_-3@4eB#qNwjA%LGT_CJo+ zYZnIDf*Vf9)D+p)yqWDJkW2feI1bX{q`SYy&^lmVob)2M(sa_u6F(;KXo_xm)^W+B z_{9-`{P%Y9e<4g*Y&i04iWR_v@RBB>b_|#V^4DGI#3LL!b&$9=`Mn4~lx>Sj)uH23pEcrkm@hf9Ir}DtjleseU|bDLohzy96iK zbOJM(;O6WiW;%a}ZnUHze?zN5enjzUYY_GFjfr;z=qY#ngkfSssb^67CAl$B8yA+rb4EG zjLzwTr03DAvgO=5cYrHN=#^x4(9`c0HAO|vmkZe!Fz;({v`~*^r9j(5VUbqk zoS*OarUdVS?nc!Pzh49o7zS1NPd8x++<~LPg=0J7?N3{S>!1i)yC0^CBoqRVKJ3lj ze=F@(LOU9!P=$6Dwe`R+9aZXfp|?0fR=w=%sjP4jh92%Md6wa6^~ zDBYE2K5|CI?mMPByN;h!j|pqR@#CMb;p1|#Yl1nj>?HUQc32mStEJJfe#g6_Kp$A{ zt~c>M#JTFlIlA1IzC<7t3ck(;o?qD$h!!{k)lp)$69l+lml>#9}Z za!4N^+)bq}95FoD<(l) z#wQF0z~%#+Gk&-4oPF|~CC&`85cus57wf!fDMiZUhIexY9YX&3=lTzBAs;`yt-c51 z-b1n&G_)ByM2RdnE_2T5M;3K<*-q%_~m_hlNZmHfu{ zw6RYNjQ{mUqU2ZoUJD#c@ZQXy$^n>Nk`0#n&-*mq(W@OhZV8gxf4Rb%Jjtz%TsT{) zPEVkm@Kh9YRK5fqC9caG0ZFaYa5w%a{NNAPYzCmb z0iA%n$fjOZ_K6dked~pQ8kf#QQ`x`q;yslOisHQ_3%h_m>RRqeunUsJ1V;x@kH`Y3 zroLfs;gx9#O`ORUf1rf+#DxHf9?xj6rBIy{Nl=3u&+kMl~hX2K=dvUL+c2OH? zDPbHQv^Fx+TmeJQRyA;|*T~J7Ki6m7?#X?vC@}3m6N|1^&&^J0d|~i`JUHUFdhdDY z3v7mUyruxW-6^+BghdeBQgp!6q{w^VgkqCvVH@jEDA`>-r@m6wj)6X_sp)!0(uzir7|dmu)fYY2>|lhea4NpQD_`@< zfA61uIE?nY8tx!Li_31y#)UMv(xo>J3-ahW$JCKEQn3RP&s(H$kE9JZ$lUh&6rwsq zGzaA8@ANsX{^_M;XqlY*tAeb#jYD7l?s6${ z_a5kkBI`a`v{CwFEpeS(@L}Vkpn?Cp6|%q#Sy=>hZXjF0Bm#Wx>Eh1GEIJ2$T}Zjy z0Uf&tqRX=MQe?hRNNG{QB&R2u^C;LSb)v}^y_&ddvlZO7xmG~eAa8G&J9nZge-L;L zgeEzK{8cQeBo6&(BnF$+gx{8|84oc3mt5U}yvkaZK*){1DN^F*Mo3Hj_+H&}%kTM~k^GU`Rma_-0Q*60$8% zCFH9?N;i1cyoob6A%1qZQQIJ7e{fbWLUPZ-LmXxasFk7BAQ-qh9*VVlj0CYX)dH7P z{N@II0Nb!6g(4h?#zj#OsCZ+>d1YpG$Y2yCJxR(mJo1Y@$`O=3hXiP__rX3mwiU)s zKv6%rtzO`+aw3{64^pRY<$#z~Q=w|ncr_q?kH^Z8Nbw$aE7pp!aahk9f58`tX9`nC z;totS<~_H1dPLi%J(syx#~PiNWMEW?b{E=V3?ST;yGhhQSOWu6SH2e54YT^LA1Bho z>cW;0d925#_2YfbW-^E}ajn_n#*`bvOpYdjn>^fmib!!H4N&1BcO*O5e6xx;V)eVy zOr&7qVU{sh`aSWLz1GV2f6|_gY0xIn_;>}hvS;u|0QMdno&TLwIQT>2hn!HZNy?@E0G<_!LUi7_P-%Pta(F(*IYp7P*a1z9!qjqh0dhX z$lLRqu5aq5_+tAlCmGk0VMRi%pM6bB@&fx^fmOcm*$<-x07Qa*Y68YCeqdBTq?-GxC> zY|uP9;Mks_2M3=>s7pn>a73KE>vSu?gp(A(zVN!RxY6UDe`4C>q0VQ}2md0M)h~_T zx263rmdqZyaS+E$kFX_<17$np46T1_H+Zu4V3h>Ns_x@ z6wP2vwC==vth+df)qtW|6L)OHQ-=f6s{ms#UcEYwv8+0_%&X!c>6>?jCUBmhdQxtk^-RL+kq>Qn-#=*$LHS z!&fy44i32bhabO@cVNnA+2GQ6^;1)J_iwsKM!p7IA|nq%ZY;u>nsnK>&<{!o;Jr>f2xjyCi59Ij6&oxLsVj{qn`|j z5D}soo=UV2vm$Yv6T_73l*BWk`L@57$w?jEuDlWW>^q=djVc_ZDTUy#o+9W|ogcDX z`nxCr(1bMZim1Fr{P`eI?rdi9)l*m0sM2->(dUnW)D&|1mW9F#x#^&%qQS~Nn2OV! zFw=YNe{l}>fHnrDb8*ydUgko6LM6e|l=-6SK>)$mM;uRj}^CZ=}CPZ+wp1=iRt9U_GNC3Hpz7<7yI2<0d(X@_-&|$NlXxz<#Hek84L$j zYhjyzpHK5stCYH}zDTBCsA@Q(q<51&azF5Pe4bo6Li!DCBWuk$QzTiksh)|6xghoq ze-7EaCDyG|U8W0Q8MTQPt9dzxu<*%QRiC{7u#zsll!g%W5LQCrgU zAXNnBvCpSSJ3 zzpK556g$IjF*u{%1Mm->LXk0zFs51Ex8;mVrO~xB#oe_qO#PG;o5Kqm?O|^)PYRf(1cD3P3{A7& zv5IAIUX-dpBkB{O?Rt5(K%e=j9TzX}ugF~A>G2;To5<}6rz%-N>09=6M%IME(3 zBHZO`reSTW9{OrLyNq_3SCZ+d-LHFT`UnRc%M|rU7Ns;HZAtV>w0X-fm$NQpSF&a7 zVE8`)iVAi0w>&tH4b5vv&ZuNUA?edbj=J;Pd0OvyuEFNm$7<29iFhlyf6n_USLx}U zxlx(AaxL6$#;h9xRcCxyZRe0s$pkjkWsQmSq;W*c*#fc0Sh!o!l4d%fva2AD)(1`N z;byRd-#?@#r(wN*-S5{m`$B)P$Dl}YOY6$3-BVvbK*&eJ&i!`y&*(j^w7T(7Y9%k3 zug&vf&Iuy@aeKKxvUJYMf6zsPV|5TMMCC3n8VOOAfI|@R<5UwQoDmJKo9DutKHW4L zt7WfJP#V-3eejEC!t776_)HCG#{q4S=Qo524QErx-pz!?bqM?l_BlkPKl{?kw17P) zPY4!_`|?J#-jsJG``j&6fI+w;GtEQRpylo{!_D zBGKvD!5k2(;%mQmf{~!M6U@1B;MW*V|0}93C^OMX>X80#kDWg%3;kuL|Ya^ZaD>`D=Xs|ChTpmEF9wF zS=KgR0}olOM;dJ3EjjLa@jmDC-qf`^cf0VvGa32~*nIGSf0@ktEi)crAa&fsnG3>0 z4MN}1#ccm(=$Ss&S6-40kc*|*;o*&tbR18t2uzW#TM8EDGOhJl=Gqp*y^nu9ucK&; z8p9<1u~Rq19DqAt^#I&hd;Lz&a#5W;Iv1q~)xXGHATIas?WU|IsT*mVY(;{g7ptPG zF2iNMlxJ|re{ud0;eR+z;8>*7l(x$)z(>qA;#$S3grgKg$x&SG`V{5)u>rYqK;)<- zr^+OwCestKRei>Iz$4J?d^~Rtw6h_px8->tYEiAw~#YBKO;dWfzWe?!~#H-fU)1+O03zbbq?yCaA> zmc{b?6k!>iI{tXekr1Y&Vh%>A?ro<-z*z&`JCI0a3bMH zS~Za$9XRhpy09IVM{JuYIW|qoP+9#pRCKqB;ObW3ydLF@&a8j6(n{+2fUdy-)Q*+X z(eVW(kYS?;SxvjX0Z+{Chqi#5;xtde+s-=6NXU@dz_Nc*YHIBpytTQ;MKB) zy9l!soVJ3W0f46KjZ63J4y7Ivb)b}ro^5K{st}Q8Nd$7M0k&x0pPBCM@w>- zJ{880s8mS|9O6BeOy}q`dPJdp5a$Y0D8Byp`OV0lcQ)G;mA07fD&K3jA%|gtI%qs^ z>!gT9!V;|)1$-%uXkB<6qwM6E`pE`re;^(NJBf6-65{sB={VI6WP`G7@U<@~K~%TR zM!A>dcT%m)p~2>w@^dHZzWzYtsU@Ey3eSEFU52Bmf7$V_mpJR0F>qB8)5vq%NkmK2 zCva#+`(pa_VJ2y^iu`p=3E-`RouvqGYM3kA&xPi*F);ko+2otb1JDo;w8iHze?5O| z%)ncF-yt2Ub`3*8?U`#I!L!uQM#Xu^bt6sQ)~m_l2nu}<)txhzr&KP$PNB>F1xY_l zzw~A|52K?3P;+orhv#-sh2bgpCfC6OTQEzG3&;VavFcl#BX;vguTGxCr}z7@y=BCl zB7`Jtn#Z(k(=B5;GsZ|R$bLZ>f86P8k<}b&=tk7|-lpemC+k`?zj0@S^*EGka?#s7sRb*h7}>V& z?Lx{IQY#)NSLd~Ksx0i7Uo%+<)>)|UYNRprpQF=~@GSRQ+qVy*ml0MLe~JPH#spXn zxp;m_08#NPu#%#OhxM3X>o!&hINbWo($!Q9OB2w8|Rfh(~LCv~{{Pueg%i3^J)2jtAQq zThXLAZsI)_txlaHW=zIHe~y%x&0*zagbgWaH0Hf-0`gHPJPa?vtMkvMBO-#>dUaTp zb%dR-OzVL=`G&?VG5u+wCE>Hk=c7ZVWCul!O72Xkv1zO*diu@|Gn{_H#bLu~Lfp7M ziHg`5A9ZQJnk+l8txAD1N3o#nVF;38DX)AEs}8EnZ`%+h3$TBaf7659N9? z`w=me`eDKp+clH)3*Et@HZ(-)WyLq$s} zLGywb%|f9Ef8_kOS8xc_p3THrK4k0MNfrP5(TCpjHi_iWFnu-u!_Vj1(ZUI`g;x|p zP;>RS7_EH&y<+NqmuR7oSdfA3AghyZxV$f0%lpGQG#^02tYn7$vwyy(V)@ z>UKTTPH*4-u(qTP8JLd5$;;cf+dRdYe-1A@NoS5FPuX-c6WGBx^rr|+*k2!Qi^$(n#6VKpk%126u80_S zs$fZ}e=T*R-O*o$$soS5;oM}bq!~jU6aY5*SZygC0Cx&$X-2-ljb{W!W_C{sr5|D{ z=rzD`;FX_OuS@pxvK4r(4?y?Msak3uv79{Z}qO>-(~y|3G1~CAa>D6 zs2(5hkBMLJG4dGDwr$(2*mea~Nh-D~ zcJkHx-oAZ%-0olf^^Y^geir7MYt8lSvBx1NR#K%GHghlmN;ufN(lawK@c`6SG?k2P zZH>*W9OURl9Bj=1f6eT05q5ulf5DU-TwGmDovj>Q0e`D1iAnqiPghH0 z*MDleSp9Va9L)blnmL%d{nOIFzP~Vky{^Vq_AUTdpr`9UwM>A205dBWM_XgBzqS8@ zIXYYYOT*2@%HHC?7|;QnffmNjX0|{Vm%lK7vHzLQfAtCYU%EGTbhP#QH{0RgsQ<~q z%GCvEYt8`2%<{LUsq5d`7FPCfjQ^~Pw7t0lfSKt(>}GC`|LJoFI{!N$s(*Hd`Y#D% zGY5NHFMt`)9F9?c!NK)!NdVRVoyrXV??nE8Ao2ebf&ZV#`~Oee|E|&ha*6-{-sk@g zE#YQst6*#g{5J{kpYIre9N?dq%>Nc_Y-eTb^?wTg?~$6o|KRw4LXmbg{yPX^dyBtf zFflOwhtbMK!pak9rex)6Y6&nmw*5P$f9>k_WDG)Bkz?chP}BPoOE>&s7Ig z-cakzoGjNytb(x_G2Nj7X7I5v$BGuU(&E5+hyH-f$Q|w)qxXg|hSoWr&n~Z(Gslku z8Jfe10Zd!U{&e6~5xyTO^;9o&;Pow7*ppLl2|nPQeRKv;%{{ zjPo^r`2~sV1x~8)DgxTQ2g&C4xfTxLT&QfkKNP>11&X8DZ=>m#_njjU069R$zeOIU zgj#`WMNOvXW9N$DKOT6{O@f-Ffk*2ZAiN~0uG?K3#5nSa>B;l7i>Xsg3BEDTvkTfV zd>aTsfpE+H;(KzE68DB#Xjj{wBUZm_gU8wF0JM04e`nRB581WItn%}QlO3!%T^;^f_HwtFZDuKT#DmVfrC_epNAjMcGREl%?qmH9h z(nW0$f2LwMu6L0I6j_o~c`q`&S=gBnV?PK<8k(ttVogte2bnPnJAV!Q;{eJo*noRCQM zqC~Tfzv%5bv)!h*+|)j9_BS3AL?tJ@;1*O4=Bv@ucI;|^Sk*Da1z}B|nBP)K;4)bR zF;Xg;1QB2n?}8kx!Id;Nt}R)y%qhBqa&MwReOO=(cy9v|xc zCE=iV&A+V=7It^j!`X<*yLBc(pvRPJf8pew?Xb|=WnL)f%YRUIord8)%srq>CO25q zAhE@*@ez>Xi^wHMhd1M5+qNo1!3QDh!?tb=$s#A~4i*?l!usx8%4u*VvQutpwB@p_D-gsmXtsaz$Sd|s7|3(Lbk%Y zMA)+fQ7&BV)xM}AmaWpob4c@m=a9R>&aFnGJz)O4s1_HPs@aZlwUb}3QQp%fxwPm^ z3krW<9iM#Pb=$$qT7_osRwh6ne|sqU924c#kj{Dah_KS^PT=wIixD?`QmsColmp)P z3HGWcwH`-F%5aObBQ1rv4C8*~5S5VRlsM_+PQBk91Kp%&jmq6WGUsP>-JZS117!4| z?5F!c-ohB*k}vHXXN=0K%zv*?cp~0Kb#nNR3WVEip;S&&YQ~+?wEKMEe~`{Fdl?Vt zf^r1>sW#r-o=elCisqkHjk!y@%&4*}qtBS;G{^OPNhC!!kBoJc10_Su_Z>6eZr;ob z$l#u`U|zJeg$p2kc|d1&PS$x4dH@cA5hC?inX8+Z@0p#A<;{_4Y=0!BHwu|e1GHa1 zK$CN3HlNa7#!hT~g-p@QfAzs4;zL{K6v{920p+3}-t=WxrU%6PpnB0SX4V+5FqHr#g2 zlfwNoflE{b)AX$-b>)XKOMK!=1%;B51vEX#;qXI@z}ch5zHus}fA0GBb6YU(feYI?o%UXh*?LO)1H{kEWS4Vv-dn33i>t!Tp>51Ol?k!zqQ^SNJ>V3WNj3jhkX|wRztve@Z+(<%@g9k=j`*>9$yq;xS=<^+Ndlo#3lB4{oYoI)}uA@`iVF^3{CpEBSza$}Se+aq;294FcFO*Y<0}e4{ ze{fO<&J0LoBy`QcX8qana5ryK=$Jsb(%Jy>JpS&{UfcPoUiTB08vF^*dHwZHeR6$n zFXl4|h6c&m_1@7DvrS=s7k2h22=OAUA7J^J5<7_4C68A@vBA3*dK%J~s+naJWC=mG z8Glk+OY>t=e|a%sR}^!v^9mKMG-qJ71%CRyTJv3kzQnb?D!}T&?~uDemis|WH6q;% zPH1zH+cEL3%ns^p(C!EN(ZNp|!(m3<+9Wy`B3zG+uY^+^G!%-sSv7QIa1;r&^j9~g z6_1$q__pKnlw8q^XT(v9Hj}4(_R`?6TGb*bpE~jVe|xg*+V%RNxd|L_K!T3P=@)NJV)>E)4aNFoGb;dL%BE(a_Em&V_sr2Z1oM`)WbZVFg z>LhV)f3?vURaWsmCR32FuVq=oTv%8E(pd*k#q6+b`YRsp8r)Z`_#5#ZZ0@XAE(H*E zaC@z^*f?nWGPl$Hd}WpIwkZ~})-Qc?o0=s(icW)aJ$q*+A~t;8^wt>gJ5Y~6N!His zLm!UK>b8ndyX)MI`x#GTKD&zUnJD9~>kpk@f1n#Cn>0it54GCW;i8TsjUh5{w+j0u z@A9g z+vM4zyIVEbeWhV})!hq9B$K~%+rcj5WY7zz&_<5bamY_?7v;H$FxA&qBDMjx3Okhu zf8wT|v>3le&cWv+#vvSAU*uo?^vE)iA>DFaQ~=~+iD{D{Y;z3hC)A7RRGGOGa37N} zl|Tdbp#2yV)MOjZy=9(<1r z7zjT$)-#;jzG&HpK^j|cNmHXYe~^%y>|_mqLi!~Bl3f2Jhk>ZoiBvOf#9x&7ptZH) zG{}d?qoh^t#-{%KT{dFlIV#))DW(sNUImNWmpB^nNy2kcS-Kjr<3L)ta0V^5?HGFc z#>aiRD*v;)^6hGJb-Vg{{pgafNjQWbx`VRla7D6AcgMys%R0l8lX}eQe_h9dQ7_Kj z)lEYWZjlN`XP>|%6zrs5xh$C+vTp}I=tJFU{54GT1`4Y7(5!`E7lS{16m7%XFGtO) zkW2NX+-x74i6OB0&^nN+e`{1QmmSNK8%>#U&x$&x1XcQ5qv40lIlYSABro@@rrgw$ zBNkUW+I2V7;@GP#G1&*Ee;%zKP`UstkEWQYHrg9PROh!nB56;%9!>sZ8Vmv*kDB%a z{R6509>6e6Rvg7=euzv2kd|B?pgYs4{ahY$fd6R0W<( ziq+pWDy>2xkN@b~DXe){ad2F6_YX&@R|rhUb1`WrzT0c!Z}1Nje`{OID#Mr7o+})# zV9N7EN}C+`3{DfhKOE|6ifzl^Z;<1!-w#yK!ucQ&&XN|0p zdcSoY4G@Mj#qAG#UleWxf~Us`wPB8lf6$2vLBh%wSV(hAAhD5O1v;m}8JUn(;x}># zklQL8nQR!>rFxc3fA{Am;yelOSUHzb;IBP8**~5-&SG%Rs_^W3Bz=b%{If8|@YQ(q zqk(}r0iYFp(c$cv%-}qLM|iYRanrZ|XrwFN+_?Yz@YXN^-|YMyw8;A@WArQ;JR4{0 z9&$gTX%;qNs+u^*W1j({%y&u@oCN1sI?8(UX7LNpbI95Jf31ML+cU_DsvPZ;ADq!w zK&lAta`sQe4?fw2g17lt;Yp}mkZ}b=OT5spJTRmqw*S@K;DU+Hf{0yKDk#ltJqO!)hP9wM(mUkJ?q8P#LatR{N?6pgUn z+ylO`HOQsG4&041%iBJ@_C(OKL3rb6H~u0r9fQUIe^uJWDouZ!I?XVOgTt0hVpK4o3hn4^Ebi(6=Y$}Hr8jzk4WfbalbV}706YK z&?S~QfAv|8ncqji;fFoM(w0uXNsh_*!<(Mc1mQFX={p>h+Dq*p5y}>Xzt)gBLEsol zrG`YQeyfI6smLvaJSC1mh&oX-scgzB8UFee`7_~KJED^%X$8AZ$pd6sp-$D-RcJ(Y z`uohW{T-e?+G3-Xzji&{JOfQzkX?XzCCa2kf7v*A{RsP^YgiECa7GXe0@5!0xE70f z;06H3qZt#4bv@Dd9kp3FNkH%%^n}>162CrZP^lF{Z*VUM88WuEvBfs`?x0d-m<_X@ z4T?n>zR3$uHx`A3h(ssIB0t*D6P8RY&*w~KAn>FTO(J{LCBkNiR3p+phq9sRmptuW ze-s#QS+MDZ$?lO-tr)b@8vm(qFd?0Qb}?!_(q@W7his96n3Z+ymFah;T83{Y% z`|I@uTvI>B9=W!3J~)|0TbSZGSL#%?e`{cYHtM+cceZuD!8B1nAvrFn0qht~5R!_4 zd?Rln5y|}PT=3_7Fe}p#c$m|^g^y=})fEXF_r*x{8O$gLYWyg@9X}tQ`)(+3W#&FG zHEJ^8Qu)%_6Adgt=8|MgwsaG&s7+q|H7&2VrDP=!+beX$3{I2_8m27Il+(qge;8Z7 z(D<>2mu@;ir8Bh9b!0>g8RHacM3|(vM${y1}#CEYYTkH%r?Cmw`OZ(x=1K^|g`jeEEtCJ1=QLk@u; z!zr2`IeS361+x1n>uD@i$3sAjP9*DUk{;ZM*~^}*Z7fXz>a*u%D}=ge@-dt$TuTi zJK}^4;i`om+HRv^s}XELyUjsLr?G`y8FXBgpAsshEtmNeWh()zb1fzy-c;is$~L$; zdkag@69|trhkwYuRmsw^?(Tm+I2Vi$DJ2pU(RG+ZU89mIZ;=KvajCtdqfwNdnS!M0 z5#b@Bsu=(J#^{1Nrz^-qfAFY*xbsC|T*6I@HuSyp_Iw=jgL2l6z9RJC?dWp5q%E3_ zlYCsHvaWMa8Z>M2ZF2R<%(~`#mCY@6Aq1I$HsX2K>VpH`9)I?7qygP+!9=(XQt*vt zc$_FcDAe!uE00{DF);5?C6k;N@eS|CQzgvJ7H4%~{QZM}xvVUSe~VYpbw?A#ae#-_ z5M?B*OwuF~*qnv_paLNQ`aM23%hjH+rfo{bj;eTb1`OHw%jv}JBEIh6Xjx%QDmhi_ z$IAhYp&jW7&#aj(UOp&V(Li#Vc>pIPvHM2UkN)DkTavm<3<7g9&bVAL86199qm_jf zu=aJ-^<69v@`FEHe^=Nr-$=vqU4qa}n~cACAiW&#Me z^je=YjGFiBup=9Y#UqF)GyQUd+!D1imL&*;B#@e-e6{qcWrrB1o2#2Z*9zR3&vN5sr42C*5prZ8*9&)fX58zOH)FtJ!rJg9SI0e;swx3HKUqV|1T%0_#*(+(oR zd(<&Pz3cm)r$w@l#pw3dEG5Rm43+)|^Wt7JX`qpwjI>WXR+7bAy1LU;&w7j1fcho{ z7et{wf93|3scsn_nuE^VOOf)S88s`9c!^KRG9V_7jmZ>LDmx~0*~X3~yQi)p_ndks z+lzq}M@};S2N;xLSyIVN_oT-{mlmu%x8dBC2nj^TlH4(x0Ks(H!7 z(s2D_p88$_K6~RIe@`L(ZjDc(sk`i&)cYDmf7HycElP9N`bZiz_(1DskqqpalV2C; z?`Riy4_`^r{!0`r+9da>@K)@V`(Ue1+a}#*4S?e6>Wm-eROMm5L1J;bNNAfYc9t1; z7(u?zYlrFK^871gXykIYpg(XYQ)udbHNbeJ%bW4ptD#u+o6*jNE{*erxPQk6@IS&X ze`)};(QApBZLtM&ae2n?>9H(^iu6Xl_PZ{gyvywc&Xc?s3dgyybx5*eom&HY$;v^l zs~4LAFDZ&WZRG4yoUJHKq`#iQsOx^Q6Dw|t9H3)nbEjIVk4=0g35p^Ew;0BHa>xdZ z2(`Kp+b6RcE{`6~Ck>|w+_)Kwo%$+4f1;rF+9L`*b3HL-HL$0;MpGHV|JbEgk#Ti; z^~Xzr{$hu;-B@SA62u{?f#!^*bP4dKMm$iWvY?ITa=N#FRz$AIp;}7cT2s2lAZzu4{^d)H z`BtQJgxAnHf5zKGLVSmnPXI@Te`C!l-x)_Lq3oo$yfK&4Tk)cbPMq#Q9?`n>Ug>&N zGu%Z?G8+EFNDo|4=+YVD`^~XKSfT*93_Utlrb^YgpAn*tHm+wgS>bqlfH66Xn^;}^#i&p=2{n`44I zK1^uZzH7K|=4aGYDIQxJML2{KRe_(4L0X8s$dj7en8C=lDaM7S!cl~>`-!R|T|x<` z9BZo6PMKh=_CNc|5ZY=Te}`S;ke44CH2=VJnh|Z^ELF`VdX%o4JEK|tQZwTmgZkDG z`?_UDP#Z;b|8VqPAP3busNwvqwy5V)=xK#3Fax?SQJ^dnQM4e$D}3X!KkFUUo6!&N zi}-1U%LLnR)OYFa^JjITxl7gWdF0L|B#~AD6WDPT2&$Jpf6(*;h4R&*NKCb# zB$DpDjc52---^4t~4bA0NzY zc;T8qLT<+pf|Yqse~MEfM8Q*_(_#7%#xw-m8YL}t#W9BCc=g=vn$Rq~&Kqm$^A+CvVxBJx4 zCeBJ*2`hNvevXZxFihO~D zuo)SuaG&O1t9yb_gDChO4Xv~|#cET}f3c%9mkVBH>L`t<@&M61h$uZtkq=F-12lWaAdf+~aA+f5@<^*OK~*zf3r5rcN66Z11h^?fS(>fAMRX*?_OpGpzV8DmZ)${JCvK}{D$n%Sy&+($d&nxVoIEO*Q#6fPk9 zZqU(DZyQCT$14s^Q;!0&;zxYT7}99wSj*kK(0IvQ_e&#z8e+4(%T)a)?79W8`~mZPcV%q~wi7I&+ksn29;IN9p1#)>`S zq2WxVgejypJZrzd^jbWVBQch78eA$fc(#m_8J!+N!?*QBkQIgu_eyWhnwY|G`5!k`?M{13l;LcO|`by ze{5FfEQMv2|5oYe*PD)eIdV>_-qO6a6LCQhSBA0e^eX|NdYS?as>QVsnpTWAS>5M9 zRpy8nFLoCHji6tvJJRj8%quXcuZS&;#i4;x!ylCSyuy`>lKAQ)kW9+wqPpsCjY=+; zsOS^0BagvDh#|%V*s3Y$Z|6=NeTh{&5YeC z&5))_enEuqx;U$5t?4}3sysqQYMwp|D?8d6o&_E>_7p+NFqH>&j)Iffh|Kqiv>CYc z&saO*rzlua0BK@9@%kRlTog zFk$>X70@jVXt7EPbl8QOJGHWGtr$xXHyuq;R_e}ju*2hM7uTY8gEUcGwPMv0luWC@ZHh)<~gJEnmQqXYF|rJ-BeYYBAZI|40vRnassj z=_-~}?p0#6Mh0MUQW1Oo2;)!{u26u^6kmZdO8ax3PCO*$e(B48)?R)L!BWPx&acCd zQc9%In>@w^Rqf+Rub6|3e;@Wb9Krb0CpR%K3QWtKe6wI-M4d7^TK277Rcykcn~lpi zOwQ$9t0X1GZNSh85CFk8shtN&M}Y-ZyecMy>FNxLpvwuFK8syrSMnfAUC=Y5BZw$% zd>|;`%DzR=v9akf({vnlt~IxvSU9rvbqVnM6%>?uP1Cf8y2df;fA(@iixomg-3&In zkpp?-xY82YC7+D^Q}wY~@@@a;V+Q&2&LL==uaVT11S&MATh{Q9ZIBwkz6o5`|@w60^$~R29SP|Z3zLg z=LH?Q2kK49p1Gkff8-)4q2d?7q6XEVy+zv4r?23kG&hr|`iEAMRq*ON!*5i3U2O*I zHptBC2{t*49uLD_WRg$s$g8-u7aj3G(*jD`IFQU2kIz8(XC?4719NCfKer7ThU{gG{TZmCKm5bfIK=-a-HiV_xhP$$^4F;goqv zGeuS+$WkE1V9t;7KZybe%sbEcZ!0KT#ox&$cfRn21X_;oS{@TMVT)S#{>;3Y-i2oA z&TDD8J|Q{}f4>w=Xy`Ol6gN_F>!(ccYHMx^LZC%qZF-X(2qCKCCY9|jUKviXg zBO#STU)?r7DWgW%OO;)-=8~zxz)|Y`%H8))csRFveXO5yS89Xv1!WRsZj2 zD41xSfBINgeBk2dlx4`)P`>X*WRL#*Lr1k%qp_UzE1PGj1*uuy53l|p0LX|-Om7(_ zj@*7Km0m?5-)#t0>RDJY3Fd0w;F3Lu&+821ci$}ewatEE8Zv9)E~|Ki*&9*)WQMl) zdm%~}@x#D%JU%|Yz!3}aGYEmpZQt$GMTtDqdASVWG}+zI&dHz z-0sJuu8sXYTDw$J`@wAleN$6r)6YjukY%Nd3Hxe_M92 zAW)&K;h$(Nnz7x)1pSCaRL*141xI@#m^y6Fdr>FQIF9gCXN`gNMQ8H(%#BJS z<23rA(yF~KuI%1X*E(hyRDHTTh0kG8rj|B)2-&n$}yhbs+=69`98e`_UXi#O7; z(FIJlWE8s#S&JV{1lMmJS@DDo`boPAI957i6F#C&y06}M_HW6|VBgWFr{K3>M8p9K zY=#<}l5_(o0+c`CxFd#E#8JkRfNjjGCCij4`>;G~5@CZ{k7y9_R>WsKG5hU7jpn4M zJg+)NJ)Af|fyK)DHO+!ge>QmWkuUC6*cAu>k3|2LLR%Lt>;>p|)Irk)2epdS)$0*6 z?%&3!6!W9TY^K}JmKmJp`NuL5dYvd(FO*|GXlD=71={H0?LTaiOh4Ny*H2{h3X;4r zYXJ4*8ts~wc`L96$qb5jihcDGrQlm%@j6Vu8dfr5m<^qI{DbjNf1UZNVz27i3u|S@ zlpREmh60}#o^-_nNT{)2XAM5@DE2KnE*`e`6dk+;eJ(xTNq7ak#EtlkFs{Wjc?3Wo zL|)Mft_;P|$jOHBj-XmL(@`*_&!(>o8xb){P9%trv3*PZ19s!|^s(h4uLt9KP#D>0 zk>kqWKAO>6&?HfMe-@vs&COl`3*OguBg0F&h&JU!j&jw!nH|^qIxXLOXEV!r6F8Kf ztxuuJ7kAhr{g@^Pgqoz|{TrB+@S0I^-M~>(35c6%t*G({0-tc5xQ2q0yDVky5Ixqz z#&BXTSrbA9E7=On5h&@^v>8j~c5NS(e?DEhB_=^JT+)Qce}gCp`vqB^RaOoTCR@~r zVFay}3JkNzeeu`$qYy8|T~pxm?TT{^H0VQLz1OaZTJ}~4Y$6>Z(G2x%eV=k6vbL5A zXy-y%B#_1Xh)_Gfr|Gx`=&GD`8ANNtnioByyeaEG@-;`TftIo*jSPgu#CbVGo^-AL zD*kN?l5v4If2wkR+S<3Zb?bu!U5>5>;$cq%94WLMZi8hMKxJ!Lzh+DfzgBQwx;?M= z2Dup6ts+_dy)yErbesCl7&h}x>~ ze3vnZfAlexIrc&P$)r_=7vI>;h^{~=;FS>UP`QV{Z!zpai0)v_k5;*}9i+w-qtjvI zhN_8V<;xQ#=@TyGbeXgE>MdPdd6h6G;(iV|=Gk%`2m9>o2AaOG*m5Gzze#3LR_ow} zWU<>?#}fs5k(iV&J@75qiPiK)V?u_Yw7c24NZx{J?TCejwpZz4KXars!}AHX{sx?VoEtwV0-J zLrtG)I+*5M!`@fS{r!<#z0tLGy_k?hqq3sxIv2{fkZV1MJ)9XEn@p4xh`BDGo<8>bNqoJUDLXn8^@uB$Rh^X}kg6@{6o%v9tJ~bKs4P8Q zkW;nPrbMkYi1gCg8Q~~xk?m@~9Ip)4e{sJppm?XiC5Z#R`gHyJka1i4+vw%;G55Di z&C{UbQeK;mX(uPSl4$tjR;Hd%t2a3FHPrAb;D8oggJO0mBC$Xrkro+R*^QFvyVZEQ z{=oV(S3i0hmmEEz6(SA@D7%@!>PqJ?>1>Vq$2q1W*^)q4F?UCeb8f0?5( zgM4;_O=~_qMnFEFu)WioC<+L&B@; zt(w9Cq(AZ$=+T|y)6&UR&?~LHf1$kYE3uVwbgY{zlvgkqsC(ec9E!%dtUFrM_fn>$ z6el4QwlH$nOQ)X`+?;~s`dNPt4OFtkZ8{t>1D3hCgqhmdNhN}5tRo2NecJ-|8v8rE z4K$i2>BrC8pcrXwxo$k|S|)$%=pG10e4bTP8-&KBmqLe4ILpAWC@jwTe{86@ri|2( zB#I|<^)hgOj|)q|deiy^N&Yj{nCLlLR&$fP0lOc<{xL6C^EZMf{hv)z|7Dd$6FSL+ zgkNlBwy4>VI%Py8lfj%x=&HvF_N51qIlwd!y}^=5_2+VY>OqoR#mwGZI1o~;mE?Dh z1^$FXFDeQ@gFddUg`xJEf9;6WI|8MRH3UBXtjcPuCPTX z+6o-OE_&kbh)d5{t=!Ha-Npv?0Zs!(PAkSS4}fsD3(bHn7m-gye|I|?jfc@75BZOW zgn=RWOYi-LiOqy&AQw}k#=)>@4fUi7f0zkA(-oR%8l%($=t|PQ){mYf>1)=CfVU2`eo+N`T*){+nr|@E z+`s$`RcI7eSx<}KOB>LU(afAskBtvVHA#+U!-n<1dMILo;g81Xq=u(*c*N2uX>$|YQlCO+~Bcc=|IRGY4$6Q z&zPyK47T3&1gi|4eFQE@D;73;tn86uB)z7=P5oKi4nFQS=( z@^t2rc}(8%f1faepB8V(wlpLZe(+;KDG^$;O?#qig+VjQaB(Hd2M` z`{f+feehg7Jf7hgK7L;>O(U(=A+m$z6q5f(;+UnXfqmf3KpPYnYj9$6c!BcO;>HVe9Z0 z_f_^!nh>uKDXa(cEOhEj==x%PddiE8#sD#&S^!?{r~j zsl)#H2Pn}P^Jf}Pww{nxKx&@udK|?{BXE@FwN#wwHfM22w#P$Lk3>DDD9A#?8J&na z50UT0c|0QfNPuOd9L!aLL0W%sj`Ngo1=1o%f0$4qDd^^UeF||Chzx1mwZ3%)Eob!g z=X85GpAvarpa~`O0jSpX`Lo0P#q``Zz@HAeQRm#=toyE(o^F2TJRFn=9>sIhbo&JOqvNHx0T8{4nfAyt zf4aA$gR%PVDSvLf2z?z<+zX$yxAXBmG316pG5AVIaP5&eMVqmynOKS3-<%1Z7p(Xd zFOF#KAt*A!d)H?8n?@mO&z1f=-vLnapn#VB7oXJgsIzOAOYQYM^0C0^gea-BGFLj( zrqjI&4HTP>JsSs?NYDDIvKsY9Wl~3ee~vhrc*xqGVir#0mo;P*Ob7xqZ0Fttnmc)4 zn<-VP#aAN-IK%?0mQ-3%xRqYctEm>*ONgU=mJD}m%1ZSJ3YWs{^{KO<^fGsn%orzx zE{mnG>s&Y(#uHm$L-2;rBl_0Pk)ub4HZL?RIPwM!1-HFo1Uky@AuFAT)VWZze{4g> zGzA4>NZZpAImkUjiFN<&*kP9al>UxY0LQ(DM!{-Goe8}D&ulZKQnE3!Bl|SgR+?UY zxen$twG8>VaktK1m0VglWO0Q}pTdPf13S5N1ushy(Vv)(qhf-!v)IO(V{Kr1R}J$# z6Zsd}d@WVNs$u;PsY1+84nlg+Q$8c?C`9LKoRYc zUv2@m_fSI9WiCvve>0cOD|jJA3j#F1h;J>-sGAIB5}Xz=T1=;GaaX3$Ma~hq^@mN# z=Md#KgwlR``jQS6e~@agK|CRFsV={nFf4me==FDMfr|!0JpjbC^$Sn8-}Bllo`N-~ z4ecF6RpwBYyDuMKAQJ}n>Pf3CY)MHqIW)9i7pVv!wZ z2#v-_!bIYniT_(Bav9XlRQl4cY(86CAe1kOZrkS22u>r`V*nZ^n4kP_BWB>fB2la_z0~)4n9xlK&8efHmcw6 zj(l^CKCL4laW-yBX+Of|?v)@Gh`T;=QK8yh|F|RDy0b9!6dckxC6k}5HsD#|#F+6L zErWQ`E$g9MN3L7OUq)umdnJN#x8IekGAXB5uyG0y9i*m-MUuar!Anf&eOQWPCaC6; z;J!Z#e-!2qe)^~POklD3-^g5vounJxOE(UJWSjC^>8YW#6!9*K^}d3!@^)=7tAZDw zEk=5d+Jm13!#nn%+a^$!U`(0lP7q3=XJ$9qahQE%`gA4d<{El&bByws8$LAu-nco* z+!Eny`;gXhXZ+-xsyOO0J*HX#0y8&u^vYVVTl#4k=FiVJ?tTW}992 ze}*jpXx{7xJN$vgufA}ctX>pb3AOM97+5M4}{-8r%~AM3lsflwXWvny$g`LbDDQg612ZjO`8lg<5M5K7YfWpwr@c`+gJGPRVrL-ullf39BoVub z^hDB@(VInFiVqWGZb-UytOM%0|KmzPe_~5ZvEtlN*00(~QFU!uLygEy45W}B3IRSl z-|^UO_Q6D**fr1qOYfbHag{CcRyTh|o3>cx&1henaUj5kRy52Gq;;ZhQj5AP6n*=4 z0i$V>*L`m@4hl!z!BFlA>Z>C@ct8+S%09rdggejEJnm@z&(?IWZwMce-OsR zyw}M3C%=2&bTcJsc^|A!y3%Je$*&?~&UwDwowWi$7E;}dj4wMjS zqNUfR==UlXzuQ#=pHnD)@)>Utf16-9r5jB5y>*i9wTK7};Z86@+uUUfew7fCFn^r; z#*!O!t`gR}#EUcdkxSDVK|U25v2o5s+fYl38X!6cM8$4CshkefPVun?Fe#dBpsSU9 z>~vtZN3_~q)Hcq;1e-}pN-hkz2{~-3+D;JKlHfqx;E-VO@9d;Kq2`U9e-2QOzSN@d z#bJjrfbb2%9avU=Elg)aRU10uIRtjk%D$+*I85v=fCu#af%eFj87%f51)s!x_vT1Ee%g|B9vYGB7!AK4^A>KichPRDUx@S? z9R6^22!?QutJ=9{I{dJ`e}vLb#}i8|Vsoze9Ik}h=8t$xMyC7DFx8WK#|(`}^^VD= ztB^Q0W6~(tAyx5Rl(ACkEJ>nA{Ys){q=e>^P}BO`ufgql4iqM&KczE=0{hPB!F)@9 zp8GqgIaA`qU5J}?0&SVd&Sl{gs$t`$SF3g`+3!C!c=h1+vk9n(e+hSPeu?#W-?=Vn zPmmDaJl+s*=p|PPd|@TN5^M9;+ikjR_vYv}p) zOU+OOXx&x@_6+lHf7>`g1{V^|ey}4an%!73XGZE`B{3#+P zY+rzL+Yrq!F)uke1g^uf6t{p^ZMoyK{s0wlkTg%5B50K3m!Dxm6Cxu6|BLPq>Zzl! zRM_NJrJJ?C$)5U+JjN=mLp^Xor2g^_{?bj{cXysqXXyc)Os0`B-frU51wGPm?o9eq zre_3s8se~ufBBEZgj()83APa%SU6Qq`@v^`Suf`1B4yhBLLO7+?BH%l_dKCEi@B3a zu9(5bV$Ua&1UF57FJ#;r=qJHwGfwTsO=eB^ZpCpwgj%jtyQR=9y)Vme{Ka7`tHoF_ z@EU(NP>>+mkUY2)Tcu|uN}Z&hvZvWX5h53N+EH|Ge~hL^KFZSLAqp?DS;4dL?hOAU zb=DSui>8T)pDP|pLWH`L-D&I+zyU0g;gu()v=K`(bbhL5VpEO~3AtW7wTq#F9O2So z*nTp~9(b7O8XM>lLL_k9V9aACHVtQnD@o!x4Vt7E@Tk_9msUDQ8_?kTsvhxT-qSe{ z)bmCwfBtQg)4a|ZaWdS%0dYCg`X%O^ZOsWJ7Yy`_=bI@V)<=g+N?7E{$EIR}l0f3m z!o)I~4keWXdi$N&C_=_!Di*t<*!j>|yZ&l|l^^Un$(Y$ETFV)a578@@aZ;pGo5H(D zb;@ht9-Dxsr}f~X?u^-)jSd8NlrP{h#d&#$e}LbngcEzNjL0uA=2Vjx7Vu5AX0{_j z*N_oX5wvAR^k37`@S>B9gJ$;l@__NE(;oBIxRbcu-EC;AWFG7kqY@psF9Y?K6bo1h z9yW$Tndf@vAv0^=RH(+y&Xio>N+h?|H+AAk!mUOOA&8%;VHSOJ*a?u&J6S_;$RSJoT;@4)1za7bydpxz zMddN4OVG}HKA`=~y6qQ_i7cK(PfBpLG z^(_=~jH}E%aVZu>#!PA>rPOvBzIMqHRQXM}l#2 zsQrk7D=a--)k8eMhoGEHv%sa@T_^)BetyUtp@+fAl~Apu-g31$1YeR@yzt@z-$fPY zk>enAapB01?xOASb?^O%WrZVQHp6|TzG?u5e8MCbQFD2FK zA&a`QSg4O$Kb3gL>!-NPcPA8)1gT&T(D2oBI3S5wLT-WiYe+SUzXmgj5zlmMqVy&? zCq)e=yN)A$c7OP{VoP!kBxi}NPh(H*TJLicKLN)l;U$0LhKxMxH!F_8T`r3)yB&l$ zplC7LYt4ZRq(x_B#K-`{d4HVY;aiO)5NdtPwTJRO?`nxr1jv^txl!e`m(h#?6PM5R z0T#DmXanacm+ce+7MEU;0}ui;GnWDD0~7=@GB-AtVUz+Wf2_D;bY*L_CLG(TSUa|D z+qSc#if!Ae7!})A#ZJYx?TVdzb=!~;-Q(Nr?Fu`xEYvX`S*v9~n_{1vmqk&}x$0gYX(?Cr#iU4T3QO`sV- z3}^~qVF3U}K)Js#bANMl!;u3-?HxRwtSl^D091c5sA*~G{!8+Y3BbhjKQ(_novkeF z02F^8+<-Rr4z@r$m%kAI*N&<{Ai%{E2r##@0Rlu7m9(W5Bmq>C3hDq!pdHZ3*ao2F zYGPw$3Xroh1==|SsR8EpP5_(#H~>uT?aZwHDb1PTFP5+~z<(Iv>;N>i`s)VtFae2c|F6~m%)!dV8E9k90LRSoH>Rn}-`Eybc5saUjEc0KxjlfH z=|ALVt`7gHa|1g4+aRicW`_E262@lsb~c^>GoU#fqkn?E%ioXys{cEd8UEjq{QrRB z|0e|hKcV;kAG!aXqyJ@z|Nrjue}|TEwXsn!wgvv{1o+Q81|SFc=aRAe->i*ot!zC1 zPxk-aQWN+eN&X*Uq+N{vwnEs>;x8Rc3{3wav~rfP@&KACS-F^60?dtV{`To#xw@Sh z(8j+-$7A|A&bG z0x|#BS>D*i$;tzu`?qW+=6{R-AHV-P>Hjwvaeq5gd$WJ0Mb*XF&g}1i{ZGL^YExGy zr@y@ZyYqjG{?GHjqYeam08Qamm+Vb>L#)%YGFNS&Qh`_b_`amneFdnS6u&rW4}%yD zN`DbE&NXAauNUODA#^yHG!AzslvNB$-k}Jlez7{iTt86y+t1CP^r${<^dZZj28yOzzxq<9Ez@yEHhb8AV#_~%!BTjblG;+FcH2s8pbz@I> zHc4dc)GTk$@Vbg^Ahp=`F$doXha1P)Qh!yg6OHR+RT0QiuVax z5!AVSc$|V+J6Y%IIq-b+z>@2_vu#*+E-BV$aW$_$b6SZ~=!KezzEe9#b9eRP4zCMq zL(UdS-4Lc8@lvY7vm*6V`V@!>G)k8O+?$yUkyC0qDDE*`1qSsnj%4dZnNz=28-J!@ z!MgEUA(i_r#~ zIqLTCS<{G^-?}w)(|Fk;`H){0&gshtMSr6sg>ot)U9+}RyF?Li+jwZ5k@rhzypCwD z){#Cl2eiV3eY+xDJ2_!~f>I!aV1I)g=I|a9ek2Kp8i5G7k1M)O;2W^~`HI99f4`Eo zLS4|%iJCr>hT4Br>w#s{W_(dYFYXffh@eK2@Wpn42x_4ThMl+1 z-0Ssl3~bx{<4tgF&%DB186fpV)pu}$oB`Q}*&4B*FrB)CSda^qqI+=Qb_kyl-qnR~ zm2!H#n2dC0kNwMKEfzc4d9;ec(U91eDwDSGRGMQKEz0 zw;EqHAKsx{udvJ=%BX*xTuh;xUiZ?BZKT;y|P)r*_cWnLa)Nep=)IzTPxW z+twq=dyD_#CeF5q96=P4jF7W^?RRGCf;5y7xARG)AXDuN&24?15q}!h1Ghbas`&cg zTL}m2bFI<&;P2AUx5W*x)nvq5$M}lzk&~97k`(gw6!3N3C}*OUkRn9Z(ManKXr7owGWc1&pL%Wp_FwpB5fi4 z7~u_PZg*M(-Bpe7o1YO{5Fa+dQ81o9j8p8{a?b`KBe>iHZrrt{sFnH!-q|#Tn6HjY z;^f#Za?DOS;%*F8BAs@S{%1eiL(%U=*Pd;+qI@ILIGJE0v44Hop{Sd?ub=l}u*#JF zdPqoz3wXS1)?yeigBws<&QXze&wEr((-8&-npA1ssnNQm1f8qLNwhqKIm{IHTVxZ? zq?4b7FC~(cx`218W2xMNj!(z?y?-wl!zr^i<08^rGsa2sTLZENWJLSc&Z*m%JkHMid$-ar(p ztwXOY6@Qd6ykI+@ak}yzG$i0k9|5Jhg2qHP_l+>PvXa<_+>_zyNMW&ThLw;pw#@itS*J$abT6jmr|%_LvbM1rTkV;H!|+X3RdjS4guXUU-e$c(6Aj)aAht_N#&2XTwlXV$GA#i_>gFYDrENk`n73`rPkI z3xB4Z#<^j&rtU%ZLkzR|4=ReHoh6`aj;-a)&-luX`%M-AS$DWq9d2wy*>l$WrTx;6 zNQ)P0&AomA#`}d~M>cpp11>WNT2lqEz}SmSDp*A;U7gTHyn;^P%mHI=$p)Qv0nDri zIS{0deL0L4CFje5V5s^EsnW8#RlXllhxj;W*_|yDe&?Xj0#BaB?GN6gP`eE3C1o)jzT^g0 z88ziQ%D~yL*EMkS7ICmKyammUsEkNw(=slNgH0KF)Uqpm+l?=fxy1mXJUiI1vT;81v z42stvj>DP$y7Pd7r%u}-A%lr3qPD7$Sd zCEjr{ZY)p?&plxBw^&%CP?)E~jD9mp-@d4*_2!?}ujFz-raW*$8owxigMa!4nw|E0 zFnFjM6_3zoOp}cm@#l$^-c_x`egndBAO2^t&MbuAp;!D1xItlEMAdI@*YwE!?j`bH zJ_p^2&KALM1*Hqfi;($jf)&@o>u3S!T4-z{_aug|B9L;eYNkW^gN`kYhw#xd^oz7w zQVoE*-?kO7p*@XP-{fv1Qh)2CMrG_OrDUs1$uIzLP^d0*;qZUqU)7y@0=|G!Amj7b`7k_Qf`1@Bv&;U^Pywc$# zdw&wLe#i2t9x(-yZht`Eg11VxIm3og_H#Vi)1=p$us}MDZF>efuFx1fh85MAL*w+| z!{3r`vGQYXK}Dz-0JTn?)=A5s&#kEZ0IB-tGcWXH^mseDzA6mes2~v^9?(ISDBKR( zO9eva^DsnR0gB&i3EoKfQl?vr`V#v`wVk56ziG;5v#F!}yno-k=C?TxHPaNjCYt}J z5nE)!i6fSRsU?0I&cT6X zO^A^ONiGS9d*k7d8VwCOrrJ)1g?BT0W^X_eL>`Q_Dg*)QS!gkR~jI-a zL&*JAM$FIf@xu7#$Zbd&Bb|pw4&bJf9G(>bzGK}Z4MVQ-cAYo9jbz_glu}fx34D%v z*ZHLRX)GH!jKM1DrBGRHU&>)=e07~%)(x(u{npk-YSU5~x~B}L)aDaQC9S86K9Zdg zHswN#g@5d_F6c8JnL<}j7B93>9b%#;K;bfAG`sxSik7S}9qB2+ggyIG>%%a6qeCjO z;|aQ>;xzeAyL>gM%d18fh8wW#zRvsYNdtUxXHCv42OkMstcEhCfk(5!;3os>3i>11sY7 zjNGn6XKz0kJ@s2yE)nR68VPuA^Q4SehIO4LzAnibVdTHJ%2i45oKd~*qTIxCl=xHf$+w=9%jLWWy$DMu)>kNw+Tf+6GYUbyOZ} zA8&n5>_34GawkS@(CWKowf9*?l%{Ynx>yX!mbKp!Z%6GP^;SBI9p_t7mpF!)FRqMv zSQ;JZFXk3dS@I+ByV8d-slu(Y3F_4MB!5~#*fW2h(z^`VC(}%t!te>UB;Mic85O9! zy*l@I&z!=`kd_ChZH%*gC9ITU6SLZXB@Ve9g3X|9l{%7D(7X-G-vUV2n-)<;SzX#~ zk#qV|r!uJO38OsafRBc5J+jw8<82I3n9EOf{8;+&(JrA&PFe5;eZCd7ivexv4Kr=E4S>%{OO~jgzKcWOxV1|3+<7hZEn| zePMl71q`C5384SAwq>Ibx`r&(+)f2K{GRtSsjU2f(jH@Tn{- z5np$kqJ7AM>0Hy`4ui9$Xk1f#*uDF{#MJ}puGW2+yB5rfPqKEQM*u?oL4TY78(D!j z%mFm$slWv|9w-pajv2+~5}ddK75vYw3ysW2=Bn6?ME55Ip3U(yZmip6XAI6gVpg%f z&t6te##e}c#iS}eL?r_Acj@ylqEuNd=g+A`vujOc2C?pE12$7KA#IJI;R{*D2o(g| zOLhc4ky{9w0VfsN!AxRhAAfiM!+JSaR-cp`BH&;FH) zpc&!sc;Z5wBV1gsb22d1924==odU-5BEE2-`sEPZ@rFcB+x-FFe1AI#y&FPrmffd! zJEHh`GcYn8$G?EnQCeFOFDYJ51@=C=Z{O^6+ZKE!g|HsV)^zM-K=<^ry&Y%Ewh-^J z`kX~mkb#>@uq{HKhZ;dmWAy;UWZj8*JEDW6o4K#>I!Li7tS?+}o(nIAfNUiwbGNPg zaadDzKXqTC#S#3+QGdCgcA9Fj{ZzfptK!sBVB5bUFUe2isJj__eq4MopGkw86dpDY zz-cvr8a+f+C5+t-SmoGkj&hG+jbVnmM-q@q962 z{f4`Wk95&#sEKc)%Jvx3$~j(n?zMDrkgkU68#oIi7c)#%)PKM;!+3bCHpt!d=4UhHLi)(#`cQ z)LnvO6P*kk^(gPB6mDsrc9V9msXg{9=d!iOE+=b0tAE|=5dsMzf{D2-u-|d89M6|b z34A@Ps3??;$ae5CXBQ&wn&EgHKHJGEB=b&eH0)~1wkPQ!jt9Z@^Cxqqqh_eNGLNy< zzcIZLtj-id)FN6_0~Y;2$1d_+DZmm|>O2~0ehfYGc)l&_5}T9S84mY{bW7Gfd+&MZK_%-UTciyd z)(ThInW+rwLUmoNtS=HPjDLTdwIKcux}j^!hL34h>*eMNdgLkU$rw0j(XBvTbXkp1 z6++|+RXl3Moafd}0i3&!{v?%|P_jaanTq3q;eSV1rcj=$%%QZ;_1~3E@zQE4S4-N8 z*oeKIq1dOtRmlp*x+>VAZRdd_jDF|tKfdUU#2g&TuA9P52S0EdcQHBO0SUwK1bM8p&SMrH+q^!`&S8It-E&`_()2 z*2X6XjZ%MG%8rEj0;9T$&NQF()2_LBwW9Tox@wu9}|XAflVwwONe*0 z7lSBTAE!V=)1FZ~OUZqctYO<+)aZKGle7wgm2*YU$AMgAWAKrFVJdi~uB2gpd4DhK z&G-Q)NJINXt&Cs69;^lBu*DFK+g4^z0E;@}e zU#j|$LDd9?Rh(>{n9r_bzx!Q#qJLwphi1QS8v*Z$-zE4~rV}xxez<%+C!R*iJ()_v z@HVjOWP52LN=+4H7IipqJCI`Vmw#i`y1W!Cc%Q3L6A5E2dUnE;e=Icj=S?m9pr-ce zGU3WbGCxTgi@Fw+3@W01f`14BtRXD?$8}})2`alPC7=0gb=>39rn`jQ1k`khT%?fhi>;1g>u^1hPAyCy z_*^2!?#h$s-ID#vEcmEX$jo?2uknT20)ZDvx_`e}j{DegB7Ct#{y2>%G-T(2Zq9^; zsI^8@R@F7>L@iP0cJMEHv?*ZZiiTfW^knfpnZCAXKT<)#z7@aY5r3H`QDpI%YBatG z73Fn7f5-T^BQ1^0Oozf5b<~IBcH0esX1K~rFZ*6v-&*Xu4q)$qI)N+cj(VY%(|<6S zp!|2f2u-i7xP~cEJB(8(e$#+feByiaSx%lU8FIdSb4-sR!2vh%N->}!BW+-H$q(f}0)|4~OQjwk$jX&I zPB?*FS*vXhP3z5TGJP%E&uki+C6F9j_SE7zeQnwv?ca(X6@P4A1Obj(C)nCZP)<;% zNA>tXss{Nl&I1lDd%dGjOB#1|1=Pjd8!TG(D+NohZuSPhC;U*er?Q;3`7kAL@a#Vx zQBI-*5E8`W0zfHmr(y+wJmFnbljWR3x8#X{>cpOG?r&Z77`ovRO5_f9t*ol8iqGMl zJ8Tnbd#u%Sa)0-QU94XXcrvo99dcbgG*JiuyQl$Mf-0@zN zYH-$5VGXFvpNZ+yctrU`$HA0KV!a$*LqD}+WHKu(Kw9OhOp_i;t)Sq({L6Hq>Pov) zM4vl);QZP{z0{xdsl9wn``TcK*g*&?c8TRc*43&+bpQd^>Xc@r{_ub~J>R&ukh-gQU=o zn27SgUob<1;llldFYOdM7$Kp7w**bkD_{iSt$`qz=pmY=271}5u>QO^PBKUw?nIpY zJf|1NDcP}hyI&XZwIlh`uKW3nJOs`cP%+AR#oP#5(8XxAreF+t9g$3JPA|2P zD45e8afi;dZtxQkb}wqXeo(pjI627#~}dDq^7Lmu@?`+pTv*mKLFYmhPcwpU_M&<56FrbC%7 zuYW|#6m$+QmX)d#Eh9>>HB*CB?B`Hr!&voD5sd%N$zd~@+*Yn!Do;^j+h{eF_t{^aiT8pwHgRs?4Us&Mz2O)47btqgm zkJW9UWPz1IQ7qzG)vBGQ=AIa(cYj=1Qrdpq3#+px? zEF0Z*-sfSviYMSAaCk!`t__n&vxM$j55G;02IMQj)a3tai~98|ZF-?5;WX2YROy7R zU%bvDvR1NoPqko;Yd|XO;&XifRI_mQX zR|_vbB+-o?D4rOR7%ZI8_|vTM;2RN@Wosx8veRpA1F)jO8M2$n7*l#NF0zuDDr`@d zhD0X%>?c{{o7wI&xw9pouYcrc>A_VB5V-M&dmL8Irj~;sc;4U5k!4}RjRZ8PUh$^- zJ_Mw3qT#3S2%_p-dg%psaaF}Fpfxy2sc?`z1foxrkgmf6d_(3!;0qT_K3lLsbyhdQ)=6^#L$g4?g2~z5J z3_B1&krO}VQ6Nj#nomQv0_h5t3ah2`SNu;>H{T8JcdP4d;+jg}lc%Ld&9LSa1mjAG&1?6c*zfPqok&AiF+Qo*i z>Qq@zvIe3cH+vIMtWZ)EV(0y7Lye)>NGQRAgL#Zv{P2${Y=0c=W4}5CfJh27pXfZ@ zroNtjgHrGspnz`i6o+l^|0UdNQ$m;x-AWmsV{t3e&gh8450FFkJU&E2P9&iCv_Hq= zA6itDaMqaj6LLS*Lq9v)$bq!|&y&j4P}B1&ADIu!UhrAyT6F+zOza z!Lg#y?0-e>xiZ~&c+7l??m7xVVrx8O^rl#Z8e$vxn5+)E5=3#*$l7UflKuzALtmgq z-y;3dNr%?6S;@`tpVKqeXi9R*lfng9`+%nGLNPg~$F#MGA9`2tD&n8nIdtAJ74}km zGB9RjrB&bd* z%Jy_d5hl(=4dp%Wh=}hWH%#rQ89N@D*lp!=h(xM#i$ui1tAal+ZfeXn!C1^wO+?&f zkkTR?)btx5ncxw2 zl7D0tp^QljozGF+Ys^rfRi83X#csWPg|@hg$U%W_(5{nAh<{INcyh?JyHXOPS5^{LxJ`%^$NkhZMoQOw)Fy&xyQIL*eWMX#a!9|_mh)sWq&^cEANMQEz$Oa zaJ2%ebI%%SuOvm)Pto6suA#5D!l2O= znQv;{l8I0Xmz3WlIDcT+NsLMB7CyB|jJ|8c(pOYOJ#GAOGzP&4b@i4d>R$*6$sb`> zqnmhF2wtr~$WO9?Y-eR1#=2mNNBzux+$zNid;EM{4BQuUD*indj&`P|Z$)x779|L0 z=r#PY1m^Wb%cy(7;D5=m5=m0K#j1WQzC;!+ z`xDYGm6}rW+3Qo_EU6F7bY%;CW|>Q|P*TJ8Px9$S<@4Ox_|D>^ZNs;OiDnq3isbmX zi<&n0I$;}Iwt4RHuj%e@XIqn)M&zQI-{}zC6WJ>$;VT5aRyZx)4~p=kJeTq?CY?>B zRz%`;-d`%}_kYst1j8g57o}DJJuYK;D}alSAR&9Cx8DZt#dL)4;&(0s(l)PVDd}@Y zHT$r)IoI2{ZLcGAJJ`B1%c@Ugo9ZS@8Xl$zo*|32-ySzPK=FrO|0HaU^|SHc`h2xuH41PhSD#Uzuzd-tbdk{1+#TuTb9r(kQ#8~Fmb?X z?5cTf0&QP|RKLhvR5ck6Ty3wZGhCXx?cQzk>1ofKWE`J36M{_RYgH(i6BdFpJ zGuNRD=;*^M;k@KJ+`&wwB)hp5RjPj(9VK~0F8bbVGuX(3ta?CojKh}|dV)7$KWN!I zf`u0tJ>K9C*G&6Bwp119Ng! z)q$powgVef3PlA4iLW@?0sK%2Y!;9}!T1;)JVUR3k7KpxO-K!1-^Z#yJXv@T0;eYp zZ|iuH{58)K!BtKybM0?b_3fHN2KDm2)D}uBg@22%DZ;|v6ID4l7Z*QQa!OVYW2U-~ zjiT^}e)fbk6{{ZaUIhe&Y_o!vLK|7IX)*>lNS}x3E?&$-#ei_^E0gcyzr_=ByTWv~ zd(nieV?X>}^C>#HpAW%eFZe zWnORr7X;L}Utbja#RP;DHftQHYj-%tbAMNJRbgmoK}&cta{avTY|0Ahg2LSDEk5LNaK6`B1UHWoQS?{*8SveXx-WqD1cNHgvw!1> zaDwo#5#y+0YVRW>Os!y3;BAXpPq&5GkV2?k{(U1rD7H`iJdoynVtDfw4TXa8^9bF+ z?fyP0WFjgUBT`_FRND903R|^R?;FBCFEXTd&~eP~jSn~mPv7fVm_7rs8z%3Fuma3h&$tlQ~cYk-bNRUn9jPfJMS=s}WqpOIu;x8Fdd0zx}0e%v# zsy*p*6H8^$a28{*N8jDj4ZMGX^=j8yCgEO7v2P0!UwrjP`j966?yW?v0fH>+mC91W z7|&3)5!OqX?n4Wdgz?rWMQ5~5^QK)1O9V%HNgGCJ=oYrgCXLTy1^R9DIe!^(>}pI7 zOV4nu@#37;80YN5Ta97IYHPY0^B?6T5Q1(Q1PIc%o_{EE4dCCuskLroQO1UJ#Mfp0 zjN#R{p2d_XHjguKp1`N2e38V8C&qudk$lT*FTLM%(`acpf{9%9ucC9Z?PlE@R~)16 zsOnp#T&YsJ*7U!bVhT&Tk$>3N=Dr-Ef?vHc2S;!?8I)tKuhfeA0{i)YhzdzqDp=a*uz{-%qRkj$AwQi(I^`czQ-@0nurE{1-Z>XsNl~O zJLpag9V<>IMs5axYW6zY&$BHZ;%z}_=qtmgP1BGMRT=Kto9y>?!GCqN6oXqi*1yw( zt97eNpJ-zFCf5Mm^nzbs=B9K)f#DIa3vGPo_-)EEPpO@op=r|K;A$k(v3@m6q!#5L z1G<0oFu~ao#nF9J!>^mZ<>F;e)sJaWJKm}Hqob{X$A<(s)7{&*mz4bMJWTA#aOh~! z0Hd@zc5}}E1J^(JO@Fg1;9(*6_QZ8(Q@PD?9*>~W+4zBkH~G$c!KlDHfMOg=`RMV5 zRK@~n9J<2zFtCR#WhpZIcbE@dGyF8m>g#uSV+-ZtGElYpXq>7ba30K-`j8IZU(SEr zJd!1)rD2gvdI>)!s0b{nbV;5z&{-|Zv8)Mr|ClU=_-Lb3?SChBz=hYjekEo_paz=J z)jx`+c6EDqMJd}3hNZ69+zadJI$c%K?aO!YxKn_7N+KbSUj8I!udb?8QL+ApmEYB! z)`+!LtV1~6Ug4dKq+r8(kT^6T!LT5%cGJI4ikAB59djjj&`*(I$)R5IcVYu;UMN5) z&957k7?~L#*ng&1n{Z`sma&46g%%6K15$&Tw=Qt|++GnltZIgFYG=6Z=`kLbkSS|k zF!ZVYUxv9*^orJENWelNbSPfA7En@O$-q5z8ZfS$x_Z;`$@hB$_dE(KleEh`N)!?W zg7tQ%?!cMqs_b}bO9vuo8&%^l+WXc|2JJ^Xi`a@O6o1UXe;o&Nz^ABCgsd@3Gc{F= zSfkUiY;;eOII2=;WNO5vn&A!JZDu!+iq2PEh{1%|N3JfHfVSR0}N)2D*nt&iB2ze80$C7V$3vl_IP~X!+3^|5qk$06R7Zi7>M1TKa zxS0_plDsL?l?s62HuHITU2;=%W6hazWcgu}VK#tTZmQ8ZW&BknuObu-Qeh-bH9jyp zzx&PD(w{bh1BE_Ud-|$B3=E|QCo_d|5z$Xyttu%7ng<^hVH`9pr@K^)Nc9E8)(}(L z=Z2=22}o;Xfhxi*y?TdYI?QpYm4C7FfV+aI>!1dOv*InBv~=Ai+}Rnkeo;@iU@@*N+K}Kuz4=__9<$Z9{eYIqkoUPd3J_{ z7G^l9#MKfRPF%|`&BbrpXFe^$ta{6tr0ckc<>2=BK#D6`$)3mHFy4L~qK%VAe047| zEJjZfr%{aB7+C%VD*^8E^u7>Df)V=Z;Q7R48HL0ldh4WeR>o0|QE2zdAGIqPs^E|u zpWn`QRFlCGH%5BrE?~E)O@Hdi!}Y(%jXW?{;R(^ZFi6gGpCFYIth0!fI*_+-j=#H1 zIYx|SQAVNCAcjc(ifjN+8iF^gWWJSDE<(Sk^RSDs zQ?~x$vTI&}w~VNWu8Beh&Yf}qCAYAl4Gv3S>@)UZA8P?mX?a<-2h!#d7 zRP-`y^($1otm}M*$qU9$^USVsinp&&b2>OX6~_U=bZ9aYd*Ulf6^NP=)_jz3i|~i^ zu`CWpD7z+jdqy2W;-Bc$~sZkVv zE$Fe}&#zGuB3;J^g7Rk5ZKgkVR$ChS?^+&vUP zwYp;GcTB^xSbqhSrS3MozP*6P|0RbR99DJGAgv@&bfHY|^!n8M-S0<$3&w;p+}22K z&HkYbNc}X`Cl$(A>jX#hZC<$9=Uqdy)Es9n5j{#$(IycI1Kq+``i8&fSmZ=+*zfW; zTd5y2L8A8O)VuV#q;s*a)H@pA2W5Hozl0qU)v2~Mf`5%6p+3LUHX8hK`o_0vlx5O7 zUOb%FGGU4`@OhyP4P)VS&u_GnE3>>UQz&9y`>Xr8-kU=}q9^S>FeI;+I(#rA{-aJD z5u+-PKU_&Y>g?{OQoI}4p+c3HS)Mfp@Es`ogg9IjFq!d6j$cL;ysw*t!b>1{yv~OL zOx`@KPJi5W|9KW(%akdKR@VSmL80hOD!C z)9!`>Bat)Bq0ch>`x+-IS*|ph6iyut2z4eEB%f1-&=|-2Dv_Z67mD3TxaQ z)%Meq-U{k<`dg?3*mUvP-aIP3=oiVL6B~8sdVgjFrZnjaWm+M=fGpdDA~&Xn*ycDNEv5)j7u-`JoNn5~*Ks)f{}W?A4~;Qkpq4yLP0fir@`;lC#cH%13A@V<2=1w3(=* z`@Q$h*lkDOrF$R-VtMu4{9;h7KBNakYLT{pHrsyMXG`u`Y#~$TAz5xQ5SM}m-#iDt z+3w8wRSBH$aP%leOzU4Ja*5yJ&`yOSgf1Rr)7S&x7MZe~8|m#9>WL-(YP`xax6 zO&SP1G#4#IRK$)3Moj_uHsg_}u`W{6%QtF2*H4^m)T`~%evh>px`TI7?yrTGspt^s zUP0XyQ-4R31czp~onW_Ow)<{%3dR;u?y(7WY(f9&tjFr_@*+g2IDd{~i`2_q=qP#> zofyOUNCov#{tZj@Vo!ek^C zDbf(iCE`yZlNmKzLsCp`gqmS?WbW8pH?o+6X`+4Ni!m@@ik0H8oO1hesWK!Ho0|F_ zbgW={P?M6EE{6o8-tY;^pP5AQ{ z50lu+oo>O!Wmqq|MYU$Qx1;IWk6od&A1f5r$ZnnnQ78)a7852Cnheni=*q^B*|W>x zcz|ma;-8)*@P8fV9{L>`g<^Oq=Q&wrf4Xt$_^@*}q6WPwiph;ixW)(TxrT95DA}7m zj4DrYa9x5w3t`-TNY{*%a&(=oZR_9PJPBkCpENU+-6Xl#yhCTRIm9W5KX(4?Z0&L) z3>J4x#9IN;q%KmSM!m)F{7!Z~Y{PLbLm*)(@b+qn<$r|N=qQvaAcm7H+YnZByKNUM zCRsj-uZZ@|0Fv0xUioD8APNVXm+=75SL0@Bo6#G&2EO07ppXZeX_lVa=_eO#;y=Ed zcJxQ!dO zV_f*caI)X5zWwO(kdU@TbLtxfD>9Ips6Wn(GYa{sJ_lu0*(J|Ck_g;`XFyHkZI?)l zc%*!?)b2~)=pcgFn-Q1yBQuFEFj! zqIG*$2`(&u74p!yWW%@CD%5C&^UY%Z%_#G&JF=jC`t~tkLOxk!ILO?*rKpgg=<0f4 zl5y{Q%9{!7G`T#wAjRn*R6KX^lks_Bt**otCOoW1iRNS=9J+5eykT1QNUSL3)=(*U z(|^RTi>IfRrX4S^ZJ0ZKMkd+g-DG`m78C_8?7>u2)8bes4vlNCt#FTqxHFtXt{(9& z85cBk)>)ne2%ewHS6I*Q+(2F}#g8uu>TT*pk#(@c%7g7h*Arr0SPN2jzUUE#6lrw6 zUYV(~ZacU`&g`JH1nFUnNvj@xV*Jn_AbA)jNhX;_PsCob-8^+dVf;1@Ml)#Zg=*3^A^M^AM!C9*?y<64w%KriDz*q z{DnrtH3+_2OQ40J!IiKtEFct>{TN;d)V4xBg{6*9qYbNcrHJ%5@%A8(@P zD0rVL-A#x-ERR<@5gAk6>Xv1pkGxCr?5BGar~p>XCb>r|&hW)M&?YTk-gNpqXzTA~ z0Lgn8f(~TNlEDEbM|o3IwAjxs8W?C(E}o|Bz+%;n#Z#}DWV1OcQgP8v1)0sa+8Co% zbid7C+N|#*PcHbeu(Arp?|(O}GZV3%3VNdXF!qy$-!}0KYj0f`s+hFR>KV2y4^3P; zSIIaa{IWlW!F~i@KHoQZn9JOo&7Uci95EHh9D|Bw&kWiOH~}W-*$mObSwZ4yV-e zDYpk%wR`zh{b4_!6$yXaJC7=ldM&Le86$r09NMRAf4DXEcYb_n6dRvbPFkPaqR;qU zZ}N1TED*~=P_y?A0H8~DO|NFi{C>8jWi;G5eZRM4iF?w_exgyS0Ss&D6fP9l9#HHsds< zFyd2@^Wc$6MGF>zKD;pX)*%Tl<3~X{|NdsQE9RPRWJEqiNhjPjvhFC=OGp#FC8`4y z74@OcsmWNH;bC>w$asRg%suOTHR|i_i~}c@C|FN$8E%yyBd=z+2y!Y+`80W5L9Sfv_&_eEA49^->w8fcb8uHb5veUTzv=KBM3l)Xj+}ui2$} zqp??pj+7%^%#QHh8jZ>+lT$DIl(a8?D}*(er)@{kpj_(S5}f*dXjLU?Ehg*ySsQMj zK*HhKVK@m+@_o9#{|mtrdI=9>{E*8Q^|U*E+FtRi49d^`m{M-$ISVHyJ*OtA$lftUA;-8s>IaxHOUWgFYo5iVrxcq=!fSLUoyqmG+PW3V(ccF23wVoH5*6%0Itx;T z%d$pMabCT@WRg3Lo$;dP+Dsb*r>BiI$LJzgeYeqsYOuP7i1*JGiky+=53GviEus+< zQ8R=vou%wfLcWq;IrrCv4)6zMWz^o9vQjv2K4!Aoq*t~<+6mGcobI%nP?!Q82XGF? z@S){(qohaA*m9i_2QR8o!h$chxo;Nz?OTUw5Xh|f`74S2W11ByIMixD>&4;HqVeJD z&&~@L#5)&$rWsQ@i>UY^hM{Ok>k67}n@AOqHF zrrUghlKl-AE?2bVJPX`5WsFxmabsQ;E472M1Uo5BWG6*)#U})5AAhOB@iqH%N%adB zV$J3(7A}?ufObCa2(o$rHkR1Ha92No(LA0k)T8uCF%e%>y4PLi>&<1OpaSMYsxQ!s zL5XVR4!j0+7XCNraXzc79n`sdu$w~WH~1JlB$K1%ndV6?>YKkEB%#7>{o)~90VUcIqrDT@~O!;t5cPk8k* zOj~3uS6lf|IK4mc6887!Rs0tbrG5QsP?-zK=QDN}gin1cyXLtjnbMN7kAXzxVC3d5ud@YHn zrzsm_JXH|#nX-n%2aTA13Y@&xC7*DEZIo^^blbR3 z&A6h5F`+jBN>3dp5v*%M`0C}z$T3M3gpg}sYb$4;kF9H)ng|oX_+dQxpPESoJ}j03 zCtj zc@Ag=$cKR#cDac$N}mzxft=pCMC8BqQqs)4Zvl@Lp z?UGw~2AA5w)bh&92~Rcfy1qz^yHJAyhYu{3oeiS*Ex3C_{x{!Sz4jdfkdIl4bdEnD z1Q(q^?kZ+DlYLwjToR57Xk#s>p_*TAbih_5vFrP0i9k?kZsO$79R+r&7b_#s7>l{E znBD|9lm3Z3%et<|xq5d6V_)tWMk#;SrSLA;3s~7`L7Xfzk*9VJy ztvGJ`gJxMbV(q+(LN5#OP8*f0ozB z1N+su1Bme15wZ2lpT0AmbUYLq)cyJ1gswfFD2f?PU}byKUA5x9rjwU^^qWaS%$d5A zBFpE3HVs)D7uz zgik|aR_wt*nuELQ(xvs)QXkF3I^da6I(Pvlbh_8kI>NiG!#4=EXxR-vc7 z!X^pJIp49%oI6AQrhn9V)IdFhA$qTliE{ZLe-~Iyk_+AW`q06TM|`}i1i@}_x=VJ4hBnYGkR{$L5sf_WUtPgb6Q=d{w&4yj^CJG7kK5C zaH)SE6G@=B5uN#ZN)c0xDtr+e+uU-LzV^LrkMUbN0|^2Y zTJ1#pD#mVO0C}$laNTzPF}{ii)K$$QLpbqXIdZDPFc*g^mA#*+ud1}|HU1UQw48dR3W;EfA2|JjB}&vBdcSkn7L8&= z5P&OT;1Ha)YuFZ3DsP>&W0CLH@zo*j8B}Cm_3gJ-jlui8_6CbY^)4+^3A-@VAJl*5 zkXiHB2e!nJrSh zLsu!6ZfE#?+*@SvDqx<^2tl3RIGYIeofK-CVNA6QN;cdAv>fBQ{%H#jTCkx z+-ocqfuGni23an1`N^bNDkpys`_H+ELd6J2^+P8cIIs#=M*Mb}SYp&LG`=5&9%4H> zVtH`VE(?{HdCt%RPQ#apr2SHu_g+koZSHNuk}ZM4iGAc$7r_Gkmu^4RVY*CFThi8@Mu^=Kl z+QhX#z7E9tt^rg@ImZ-Op`w=OckqW0raOmu)DmX?uHH*q5Rx)bn~#Z`)&4I}sg6Pj zvW-9TyKFLy(bF@y#cWQ`NQNT{%=_vUNRdgqKu^7TAq33UA<a91WJ)a6Rx95E z*r54~LTyE5`1p^G`>pb8B&!7ccR7Ntxz(R6{MO03BcI$U!G2`+J(gLk3ZCn&k_q5?ov*xUZk-k3r!5(YWd%}{VWhr~6R^#*k*%R!n`TkZfcj$gM^6!p{171Ka z{t}8#*e#QQWd~p+Br1ZO3B?U{ReeL?qZhS&-C{pfdO(ANQCMX?!KuNY%SL{yu!bb! z?Dy$8IDeg#Y=mkrU-D5yrc8m)rnRi}1LPBf8>NAKo@k|s-_?s*3wtJs1@qO7HAECJ zvDQb!yTo7!&o@wFEk@M7L+hD(P9;i=m2BG0L9fDuxH0_2UB)0U)Qs%%wWC9{p-`6?bXs?ooU&WVa?DojjLJCt|~B#nj!_qbOH zF3XqN6lO||Cdk$9XhR_$L2+{y7f+vP_-vp(4%>f)opVnAQkm&bj5pW4el;{BZ@>BQ zl`y}<6a_(3qG3KK%rD>%<_h z>-$btIMKuvaSl~YOI#XUvIG=+$r^FTo;X@ng0WYk*t3(L90xR1-}=qW#=V+vVKc;>l|U)gOHhlaRcS@#+o zH{3|SP7mkGgAS(qiY8fT1yly7Kaip7NriWQ%OC zawwT7FS2p@8e8$S4p>Rz%}8b!kH%S9Q4Q9$;wsMArxOydh&9umv=ue5@x%BVeGs!$ zAI#Oc4TW4OVdAA|%OokUt?EP>&n}6V0rgVyw`_$kSyXi&rWw58z;l0wIkEL$LEC6u zudv8^Jv!vs+K4WD47G>tp{10c@0U_cLLBq(pnP(!A<2PI1C80Qs&=)T{TjO>QXg|% z2IMKX_n%|@ufSw!F=wh^EqN3IW#NH2#!5-_iP;#FWyD5=p5jJ~oy$zkljEFy*k}ht z;_OH4_7^oI#eA&Uc=5T{=t2BC;jK$ECE+!7GD28H(iGexa?u{bw#y>gIO64zQD=^BOiY?K0+lIz~%nXSK=pbFT{alb%cKSyz;}rRa zcq}a8HOp8fo`om~$@6V<&7CBigZ8)}!#O^L^cCRg5)A-7M3`Z2un=X9_6iGlf>iOR z<-V}5|J+D#SMKMzmfD;#bZ6mkSx@Iavp3ngh;pRN(Iofr@UQLG{|pH`gJGOTXerW$ zy)W#r5X~J0t|-#t$cokdMf8h(FR~oTX=R`#^J&D?J<0*kYn`DhK_N(>io)*oyuxvgLIhueQYa zhJC-X#T&qaYprUbN!J(urGc|d?y~9;Gf$*1xbJiXn6nOuLMW$yp(1U4;JYv&$exrn zC?$FcrsaqpbJTtbpz~zyXzlfy=ewKz=6fJj)0ZLfYocG)8dGICeDs_I<0@yS?KL$mKK@ppEa@uKW@?CX#zLoMJm zP3t8L%uMkl34_V`?VkBz=2hLW&g_Q2R$6y32(44?+!I&~ppGNK98e`BCV`Dx6u~9| zwC6H4Y%R1(nHm+d8hMP%j9!4BucoD<2sRJBTM=|LPb01}B@MmtBU#)f8xqv=XRV^Q zQ&EOyGuIEAPHR>|_U4hW-?%s?MK?xn=+<|DTe(+?Ld!yen?TG`9c=s=V^v0vBH&yB z;}o`3FDvx^K=x#&8_gkBv{9JiQsh<9DaENLM`2%t9#W8K9RjI6Ewwmijk9(Z_eUQ| z>Ox_iRbnTD+*Al9j|4%jpeupVv`cV6Qq`gVYzQ9wb=Uue>WGIsU_qkINtdP1kQNbe z@ND!&I`TynHz=j~0Ig&GxV?V4SEVg>4{`EObN*=&>TiQF47+(CpzXD|S!QrEJsN(w z{Ij9_aez|zo+Z%{^M?&X-MK%SJZp{Dd~Rldl70Uc_fpV=^^1UL2{ruV`6cc56W#O) zDo+=nXVnJUab>Q!`@pl^R43w|@OBA^79S~%Qf2q;)>vpRvwT80r&TzP{ULaKO| z7hH@JnBBACl6~B17Si%@N-UW!XkoXpC44wAU+&J~(Eb!`Jj=aoD=<=f1xcU(5ze26 zWBQt*U+PH?#WF&7Ka7~7TkTmYS67h;UkvfZpCZyQEfkD?gq~SoTSo7}L6QroJ0u4^ z=$qCVODgMWDiUx!%T6$KtZc5*`GR`u8n$=6#;9#HOBvCp9E^HV>v?MNI(MsTL<|48 zDh^;ASWoZrZ1a!wgaXmxS)6L1R#;ZrsB5m)E_5cCfD4haz0Qi#kp1J)Z;m$~h{BG- zi^ECIBlN(c4!|gMcf8RC^Zz0_X`HzoJ`nAEV>5NN(J<;4KX{?y7j?o&ln$vRS!=od zUzl?NIT%*^)hReJ9Vlx?5hVnE1}zo@JPJ1tHyo3^g`<_bH3=Ix4{P!!HE^M)qlPbo z7O-4jDW$}%ys;c^Mi$G$IfjGK*Bf9R1LY$rtsMdVe#X^Y-L0{~o5+mb+|4H9{(U3u zFtwL>!$wT@z*NHEsx8AqWbFAd@lnsywSgx8Vj6f+Bo-Je>+qE*kIrBCRoB? zYry{KRJtY#%Nx5(Z-*)mwT@g#JGY2(3H~1HJ|Y`Mk*^JH3_lu`f`y*U4UdL$&0QZPItP<* z4|gE4&rJjKTMy|zkP`4t&@X()*`7y*L30BM62^5w$_oW0bq$Lw)E6;~g!m1oE(rS3 zIY%oEr%Kcy{((YdK15NCFbRe!0#;189Vu6Z(a4;lURZ#&h8vG=mM6iWvVx4-L?SQ> z!Zf3NqMV>ClNJiAB9mq*P3W#JxfUOyk~-{?D16X}HZ9B+t_p~G9AvVRS};SF*qBpc z1W}@*+ar*JAG_2B(lIcbcpuG|Ao;twrJ=vtv*#Lm9K#klNv<0ErN!NfT$PJGO_;M! z^WDS#KHuMpF${RO@4h>$FFHedL1_Nx3Wxr>vq#k+Zan6x5(m8)@Fln8_?t9_i1T{CqG<9S4|+o<(`~L zlFy_emLCgL%`6v7xVv%YJw4dl789Kp3D7lP8@9X65(xrLYd7=@vPnFV0l`_LkjL}q zOL4n^NQ(EU)k8*zsGf%kzZ{~D*RTn*#a=YVE_7zOC;`Ua5p>gMOAfe1>1>sq+hM(w zB)vIt<0nE4HDkj=zjvPE-CjXsr~F*%r$#J0DmgzbK91`io`2~FUMQHIc`puf9&8&T za6(v>`V~bV5i6NB-H$yvXF@=ZFF*I5pl69L_xmlb%Bc!(NwQ4Y^Z7d`BvD*>?=3Vf zTVh4megfmYDlTE?&U&`Xiy}^5x(G9{{zeEy$YT;3b3wt2KSyy&2OMA6wq3CJL2hz( z)j@oK**p+9@S)nGpD@>Ej`D+^E2&^2SG zS)?Bc8%09FCK0k)aG430;S11$)<*TmPmc3srazu@aERSCfa+NP8}FMKZ6rmDc#mGi zUJ9hiT2MxnYvp^d^2rU($cb#}z#RsdUKrrq+@TJ=bhGZR8cj^}i1+lVRo;C9-+mMJ zz1^Q5d*vyQL*~SIbdYvNXj7Ts(snwGc1!R)W_;Sr;wNb_8^~mF6))T#cf(wL9UjAX zFY&(OZ6%>`5?jU)rys*1u|d zgN(nPHifT+2JyE+mkOK}1Eq}5a?$<9hD8zK1*d~qhE-K)FkSKftm+EmJ-2zqgCqaJ zogR83N{ez>(B*k6yIa*AfbGl9VLVg_937HXKFe}hX}BL1qLQeDB#NuuQgoFT;R6`H zOha_zBfHZ$%^bf&Yp$j}Fxn$veeIxH*qb1l#=+Rxl#~nO^{Yw}4)K?Z^~ra$8VJp4 z4UzHOyY(@CZ)Tx|MMvFaiSxMl&FeIy9qQifXorAj7$f)N#gam1PiNB^#`3_|L@j8% zu&4}FfoW@|vyN#?#Hi&m`<74-LK6r(jy}yp!L@4M^tc&WCCMKW{;Rtw;fu`BIjqt% znM;>qVlWb3O(Z1UKA<%8Np}ePNI*?@57j zx$O{Ey{iAJC=5<*GLU9 zOj1nN(C_jFXdY-EZ-1*WiR3??ineh>RE~+Ti(OVeN_se{tq!QDkz%MfR*!(a zx0#Gr+z&r${&K%Rcj*mn&gjr!t+dcAC;Y9U9xl_^6P?I_WQodJ<3AyE)qnFw%%A#uz1dw!hBV+`+{n_L~wiksy!PYf$s4wnSM4t)B2ImN>BMd<3S2=2fbiUqqcw zl-;n;Kg!Jc{TeMnE%jm!*#en@2f;Zh?wWZQ^n-WOr~fD=Ab|6QSH|tdBRfZ5qZ2ir z)ef(zxs4P)Zg^FW$2u?E(xb~(4Uua~y|%hYa@A&j>UC}Og{irOgbZVCzhI{RDZkIJ z5iyhaoMD(i{W~BRN>Ky{KZLtK_5;Ih&peoSd=leeRnZOB*Jv?yo`# zs9K7A*dAaYgIk#@-CNm2LGH3o^TWdav3aV#0=N31bmFyQbX6xrq&F$Y2e`dI`RtCM z>h^Ww7Bk0orTmHYnGh@&lElGbH-j%5w~Ff~O0QwNp?nGjB%Cn%ix|zLXV2TO(?uJy zoGLJ#EFVyAmGqLrDgQoja9g{sRKw8#>k}&N=6IdiKBY2K>_wZzm-x+e6dH6b0?d= z^8wS8)Rc+xp>|~hC`;n@QCET`R-;e3`G^%I&gF&qATw`39P!xZsKL3#*9we11RQ_fP7xCzC1`zs^>H^8!XJ zZfJ_X$u<0S*Q|)tzc}oX&Axs;#_EuLX9Ud2yry!30nvg5E0KHZM>A$oj5jS5ZCgFL zk;SG)>Od#ZE6VD5T}Le8PL*}<#{Tv%Qzs(XeP7tz<5CN4=@2!$A)0LG-32qK3d7S1 z9^O_wrE`v9HaeGXY7efV5NmnRpd89Ge8}?e_4xuqet*nAyu7j)Oz_`5Vfu1m*8yUR z!Jn=h`swULDd=)76AV_bEE`Z9e?cYwLTdOBrPBB$iTPltpCUe|Jc-mggNDSD)*FZ$ z@%^Qy-|^abRN3+xnRqnD*Fnqx8w|)ykO@|KUW0Mk^Ux z8*wmZRz%!}WA1V!YamgdsZ%~5z@r)mYLCorbpriN&h%t+rSoK2PoeDF)JPf7=*|!1 z!e}2#Fx)UmWvP!LCYfc~j@9OBNKQ!ZDg#Awf}@9Csj9!RG-+aMPcX1YeE?Z1C{(oF zfd?%9O1TxpCV4s3$Tw|}#}Z;?sJ|x{|9oQl``a3(HA+Ajb7bJGX0#4uwCPd|wwX8f z{uAJlM@nrH~>J&IrxIR4DD1U5JI=f7!W%8ZAK#hJL>OJNf@2@x z%r}>8?`frZYaEuWZaKu?W@IcWbygE2YY1gk1-Pgh${KM%8*xf`hj~~S8F9q-zrhNv zA#Ob{CY>&L*~Jc@lp;^{o>FqsR7k9*EX<~(S9Y0!o^hMX<^?H-8SB@nm$pA@HL}#> zW#C_B&(iWu_NUy!)R&Hwma1n-PhvSC8F|b8yXV542;s)YnjC+nFRJG2FKT%uw3}Cv z*YI;jg=%D_Hhh5;d)fT{PXi9d&77f20TBts%)`pc%$#vd0YUhGF+3$iDi|l{f7)_f zRt`8ONgG!;cM=w!f8l?7b1oj%3{p-|8X!z_%5hB?q34axs|Gnr;!;f*g+yAp&^iap zKR22n)!Yuo*?w3v`teHcw9!Du?#Xy!-!*(#M~3dA2&8t9^cYMTof=*pqY!4oiv)R+ znq*pnf+>)Opb&D8pCm}bb7znx2r5C}iqLB+EIkAM_j?6|_*EdmBHg9PI$W!jEgg$)J;`(G<-=R%bLaW)b@JU%H}>?Gcp za~~|+(&z~?x?Zuz8mF`2MqG>>dNLJZkU{IU8x*GtExBSpeHk z!p!1|w>(41uWgKJNdPa3(o<^+JMG*?%8hUnCEgt7jc~&?;}pE7 z=x%36^o4E$w(s68cz5Is&hC0!T1-1ILYwOs`HX#>OGP@jDNK;phX&||jDQQQU|f`0 z%1E?X&WI0enVjjc%i492L8Z~D<$`^sPbQr0UHZJm_+ztSKhe;ETC3CPhNgSxI~*Oo zgJ)PP*<+!9D-uJL>|QWkOZFsT=}2+biX$lGg__`>V9Vbk?AjTYD=hA*mMd%o@>i^y ztZevZ%i12InPy%*wmTGT$$&27i?^KJh*Zi*agQ`9S&!H+iB1dpNxNiR7K;>A8bV!h zHC@td4O>f^sJ>mC{P4G6eNFW5^3|5r@%0JAwxsm_B`VnrE?MrrM$@+|P5ZaM1lB{rq-*=jMaas}eI5T&j$D{Ce*vA}Zm^llSde2jKF z?Ok50J11qowfX#GcFw8GVjpG$UrB|i6~i|&T0bKpH;#vd4nJ0pWyKsnW)H3NdiTo> zFWVn)lpozOxu5kvD%^P&{~_&oEswjM_sL!YFq1Xe=32bP%Kf zH>&|0lbVf>1qmxRD;$#+i5?3H8wtz5O;sl+cM?`E9uj5}RX8RYM@y%FDa`*}iIeE@ zbF;8ZNU(~Ev5N7qvoiCDuyaUqai7<b=4rQ+-%!apZ5_u{h*iqL8OuD!wCh27R{U#2?U9olCRCV36qnHj)bDH zup~-L%ZsB#MTvLxbG%qww9dBA@@(mB$)M@z`BT zJXnc{P`*(SRxAzaHM`7gnK2Bi`G-9fJR7q-_F+GLY9?StZbAIwqmrPf%Oc+X< z1IIU_lr+W9Mq3qG4NbKH_4Er+zColpIWs(4rWL5R;0yNh5L{!*O~Eq2?26wBD---M z$f8i=w$f_}8iDw8=nVwd!DW-Ovd;RhOTmx2(rjOV1CZ6U!jlkQb zE4X&W{d4KmzgHqB5}OBD4Js!ZWm5`)-=}!fHfI`_M|(ahi5d(}J|wtSGGYlQy(a84 z7RJvU8?@%*PQiUs1>3uTMy(UQm?cocK9t8NM-WQK}WfIu3cdu7Kw|n@Q419dIJs8ru zSJhpvzz|+22c?WbfvjD(RtF0%%DgjYcG(B=I*Eyhb#PqV$-*`v*MvED3d2H{sm<@z zMaLGf1zZR=Y13yp^l_4S5zb(FsH|Ad1_*jcaUR}5S79`>GWV05@%m&(Zj(k`pWOrk zyV8I2us^bZpiZrtnr4T6tD(+Kl}2~douaS3G9$2PTjEOCUCT-Hy?VS_tTQ8_mNO(| zJMmUb@Vc8`JrK1JO+Cm~8C)`0#hASk(oC3;n%2mZg2o6(`U{k?zce^wn-PK#fs>t^ OnGKGDLPALr?tcKV6%z&k diff --git a/lecture_13/lecture_13.tex b/lecture_13/lecture_13.tex index 87d8d25..72647e9 100644 --- a/lecture_13/lecture_13.tex +++ b/lecture_13/lecture_13.tex @@ -293,10 +293,12 @@ \caption{q1} \end{figure} -$A=\left[\begin{array}{ccc} + + $A=\left[\begin{array}{ccc} 2 & -2 & 0\\ -1& 5 & 1 \\ -3 &4 & 5 \end{array}\right]$ + 3 &4 & 5 \end{array}\right]$ + \begin{figure}[htbp] \centering @@ -349,6 +351,21 @@ \subsection{Your questions from last in Jupyter - https://anaconda.org/pypi/octave\_kernel} \end{enumerate} + \section{Markdown examples}\label{markdown-examples} + +\texttt{"\ \textquotesingle{}} ` + +\begin{Shaded} +\begin{Highlighting}[] +\NormalTok{x=linspace(}\FloatTok{0}\NormalTok{,}\FloatTok{1}\NormalTok{);} +\NormalTok{y=x.^}\FloatTok{2}\NormalTok{;} +\NormalTok{plot(x,y)} +\NormalTok{for i = }\FloatTok{1}\NormalTok{:}\FloatTok{10} + \NormalTok{fprintf(}\StringTok{'markdown is pretty'}\NormalTok{)} +\NormalTok{end} +\end{Highlighting} +\end{Shaded} + \subsection{Condition of a matrix}\label{condition-of-a-matrix} \subsubsection{\texorpdfstring{\emph{just checked in to see what @@ -365,7 +382,7 @@ \subsubsection{Matrix norms}\label{matrix-norms} For a matrix, A, the same norm is called the Frobenius norm: -$||A||_{f}=\sqrt{\sum_{i=1}^{n}\sum_{i=1}^{m}A_{i,j}^{2}}$ +$||A||_{f}=\sqrt{\sum_{i=1}^{n}\sum_{j=1}^{m}A_{i,j}^{2}}$ In general we can calculate any $p$-norm where @@ -390,15 +407,15 @@ \subsubsection{Condition of Matrix}\label{condition-of-matrix} $\frac{||\Delta x||}{x} \le Cond(A) \frac{||\Delta A||}{||A||}$ -So if the coefficients of A have accuracy to \$10\^{}\{-t\} +So if the coefficients of A have accuracy to $10^{-t}$ and the condition of A, $Cond(A)=10^{c}$ then the solution for x can have rounding errors up to $10^{c-t}$ \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}72}]:} \PY{n}{A}\PY{p}{=}\PY{p}{[}\PY{l+m+mi}{1}\PY{p}{,}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{3}\PY{p}{;}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{3}\PY{p}{,}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{4}\PY{p}{;}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{3}\PY{p}{,}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{4}\PY{p}{,}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{5}\PY{p}{]} - \PY{p}{[}\PY{n}{L}\PY{p}{,}\PY{n}{U}\PY{p}{]}\PY{p}{=}\PY{n}{LU\PYZus{}naive}\PY{p}{(}\PY{n}{A}\PY{p}{)} +{\color{incolor}In [{\color{incolor}7}]:} \PY{n}{A}\PY{p}{=}\PY{p}{[}\PY{l+m+mi}{1}\PY{p}{,}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{3}\PY{p}{;}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{3}\PY{p}{,}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{4}\PY{p}{;}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{3}\PY{p}{,}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{4}\PY{p}{,}\PY{l+m+mi}{1}\PY{o}{/}\PY{l+m+mi}{5}\PY{p}{]} + \PY{p}{[}\PY{n}{L}\PY{p}{,}\PY{n}{U}\PY{p}{]}\PY{p}{=}\PY{n}{LU\PYZus{}naive}\PY{p}{(}\PY{n}{A}\PY{p}{)} \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] @@ -429,14 +446,14 @@ \subsubsection{Condition of Matrix}\label{condition-of-matrix} $Ux_{1}=d_{1}$ ... \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}75}]:} \PY{n}{invA}\PY{p}{=}\PY{n+nb}{zeros}\PY{p}{(}\PY{l+m+mi}{3}\PY{p}{,}\PY{l+m+mi}{3}\PY{p}{)}\PY{p}{;} - \PY{n}{d1}\PY{p}{=}\PY{n}{L}\PY{o}{\PYZbs{}}\PY{p}{[}\PY{l+m+mi}{1}\PY{p}{;}\PY{l+m+mi}{0}\PY{p}{;}\PY{l+m+mi}{0}\PY{p}{]}\PY{p}{;} - \PY{n}{d2}\PY{p}{=}\PY{n}{L}\PY{o}{\PYZbs{}}\PY{p}{[}\PY{l+m+mi}{0}\PY{p}{;}\PY{l+m+mi}{1}\PY{p}{;}\PY{l+m+mi}{0}\PY{p}{]}\PY{p}{;} - \PY{n}{d3}\PY{p}{=}\PY{n}{L}\PY{o}{\PYZbs{}}\PY{p}{[}\PY{l+m+mi}{0}\PY{p}{;}\PY{l+m+mi}{0}\PY{p}{;}\PY{l+m+mi}{1}\PY{p}{]}\PY{p}{;} - \PY{n}{invA}\PY{p}{(}\PY{p}{:}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{=}\PY{n}{U}\PY{o}{\PYZbs{}}\PY{n}{d1}\PY{p}{;} - \PY{n}{invA}\PY{p}{(}\PY{p}{:}\PY{p}{,}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{=}\PY{n}{U}\PY{o}{\PYZbs{}}\PY{n}{d2}\PY{p}{;} - \PY{n}{invA}\PY{p}{(}\PY{p}{:}\PY{p}{,}\PY{l+m+mi}{3}\PY{p}{)}\PY{p}{=}\PY{n}{U}\PY{o}{\PYZbs{}}\PY{n}{d3} - \PY{n}{invA}\PY{o}{*}\PY{n}{A} +{\color{incolor}In [{\color{incolor}8}]:} \PY{n}{invA}\PY{p}{=}\PY{n+nb}{zeros}\PY{p}{(}\PY{l+m+mi}{3}\PY{p}{,}\PY{l+m+mi}{3}\PY{p}{)}\PY{p}{;} + \PY{n}{d1}\PY{p}{=}\PY{n}{L}\PY{o}{\PYZbs{}}\PY{p}{[}\PY{l+m+mi}{1}\PY{p}{;}\PY{l+m+mi}{0}\PY{p}{;}\PY{l+m+mi}{0}\PY{p}{]}\PY{p}{;} + \PY{n}{d2}\PY{p}{=}\PY{n}{L}\PY{o}{\PYZbs{}}\PY{p}{[}\PY{l+m+mi}{0}\PY{p}{;}\PY{l+m+mi}{1}\PY{p}{;}\PY{l+m+mi}{0}\PY{p}{]}\PY{p}{;} + \PY{n}{d3}\PY{p}{=}\PY{n}{L}\PY{o}{\PYZbs{}}\PY{p}{[}\PY{l+m+mi}{0}\PY{p}{;}\PY{l+m+mi}{0}\PY{p}{;}\PY{l+m+mi}{1}\PY{p}{]}\PY{p}{;} + \PY{n}{invA}\PY{p}{(}\PY{p}{:}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{=}\PY{n}{U}\PY{o}{\PYZbs{}}\PY{n}{d1}\PY{p}{;} \PY{c}{\PYZpc{} shortcut invA(:,1)=A\PYZbs{}[1;0;0]} + \PY{n}{invA}\PY{p}{(}\PY{p}{:}\PY{p}{,}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{=}\PY{n}{U}\PY{o}{\PYZbs{}}\PY{n}{d2}\PY{p}{;} + \PY{n}{invA}\PY{p}{(}\PY{p}{:}\PY{p}{,}\PY{l+m+mi}{3}\PY{p}{)}\PY{p}{=}\PY{n}{U}\PY{o}{\PYZbs{}}\PY{n}{d3} + \PY{n}{invA}\PY{o}{*}\PY{n}{A} \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] @@ -458,27 +475,27 @@ \subsubsection{Condition of Matrix}\label{condition-of-matrix} Find the condition of A, $cond(A)$ \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}74}]:} \PY{c}{\PYZpc{} Frobenius norm} - \PY{n}{normf\PYZus{}A} \PY{p}{=} \PY{n+nb}{sqrt}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{A}\PY{o}{.\PYZca{}}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{)}\PY{p}{)} - \PY{n}{normf\PYZus{}invA} \PY{p}{=} \PY{n+nb}{sqrt}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{invA}\PY{o}{.\PYZca{}}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{)}\PY{p}{)} - - \PY{n}{cond\PYZus{}f\PYZus{}A} \PY{p}{=} \PY{n}{normf\PYZus{}A}\PY{o}{*}\PY{n}{normf\PYZus{}invA} - - \PY{n+nb}{norm}\PY{p}{(}\PY{n}{A}\PY{p}{,}\PY{l+s}{\PYZsq{}}\PY{l+s}{fro\PYZsq{}}\PY{p}{)} - - \PY{c}{\PYZpc{} p=1, column sum norm} - \PY{n}{norm1\PYZus{}A} \PY{p}{=} \PY{n+nb}{max}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{A}\PY{p}{,}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{)} - \PY{n}{norm1\PYZus{}invA} \PY{p}{=} \PY{n+nb}{max}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{invA}\PY{p}{,}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{)} - \PY{n+nb}{norm}\PY{p}{(}\PY{n}{A}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)} - - \PY{n}{cond\PYZus{}1\PYZus{}A}\PY{p}{=}\PY{n}{norm1\PYZus{}A}\PY{o}{*}\PY{n}{norm1\PYZus{}invA} - - \PY{c}{\PYZpc{} p=inf, row sum norm} - \PY{n}{norminf\PYZus{}A} \PY{p}{=} \PY{n+nb}{max}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{A}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{)} - \PY{n}{norminf\PYZus{}invA} \PY{p}{=} \PY{n+nb}{max}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{invA}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{)} - \PY{n+nb}{norm}\PY{p}{(}\PY{n}{A}\PY{p}{,}\PY{n+nb}{inf}\PY{p}{)} - - \PY{n}{cond\PYZus{}inf\PYZus{}A}\PY{p}{=}\PY{n}{norminf\PYZus{}A}\PY{o}{*}\PY{n}{norminf\PYZus{}invA} +{\color{incolor}In [{\color{incolor}9}]:} \PY{c}{\PYZpc{} Frobenius norm} + \PY{n}{normf\PYZus{}A} \PY{p}{=} \PY{n+nb}{sqrt}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{A}\PY{o}{.\PYZca{}}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{)}\PY{p}{)} + \PY{n}{normf\PYZus{}invA} \PY{p}{=} \PY{n+nb}{sqrt}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{invA}\PY{o}{.\PYZca{}}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{)}\PY{p}{)} + + \PY{n}{cond\PYZus{}f\PYZus{}A} \PY{p}{=} \PY{n}{normf\PYZus{}A}\PY{o}{*}\PY{n}{normf\PYZus{}invA} + + \PY{n+nb}{norm}\PY{p}{(}\PY{n}{A}\PY{p}{,}\PY{l+s}{\PYZsq{}}\PY{l+s}{fro\PYZsq{}}\PY{p}{)} + + \PY{c}{\PYZpc{} p=1, column sum norm} + \PY{n}{norm1\PYZus{}A} \PY{p}{=} \PY{n+nb}{max}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{A}\PY{p}{,}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{)} + \PY{n}{norm1\PYZus{}invA} \PY{p}{=} \PY{n+nb}{max}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{invA}\PY{p}{,}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{)} + \PY{n+nb}{norm}\PY{p}{(}\PY{n}{A}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)} + + \PY{n}{cond\PYZus{}1\PYZus{}A}\PY{p}{=}\PY{n}{norm1\PYZus{}A}\PY{o}{*}\PY{n}{norm1\PYZus{}invA} + + \PY{c}{\PYZpc{} p=inf, row sum norm} + \PY{n}{norminf\PYZus{}A} \PY{p}{=} \PY{n+nb}{max}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{A}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{)} + \PY{n}{norminf\PYZus{}invA} \PY{p}{=} \PY{n+nb}{max}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{invA}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{)} + \PY{n+nb}{norm}\PY{p}{(}\PY{n}{A}\PY{p}{,}\PY{n+nb}{inf}\PY{p}{)} + + \PY{n}{cond\PYZus{}inf\PYZus{}A}\PY{p}{=}\PY{n}{norminf\PYZus{}A}\PY{o}{*}\PY{n}{norminf\PYZus{}invA} \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] @@ -523,7 +540,7 @@ \subsubsection{Condition of Matrix}\label{condition-of-matrix} $\left[ \begin{array}{cccc} k_{1}+k_{2} & -k_{2} & 0 & 0 \\ -k_{2} & k_{2}+k_{3} & -k_{3} & 0 \\ 0 & -k_{3} & k_{3}+k_{4} & -k_{4} \\ 0 & 0 & -k_{4} & k_{4} \end{array} \right] \left[ \begin{array}{c} x_{1} \\ x_{2} \\ x_{3} \\ x_{4} \end{array} \right]= \left[ \begin{array}{c} m_{1}g \\ m_{2}g \\ m_{3}g \\ m_{4}g \end{array} \right]$ \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}21}]:} \PY{n}{k1}\PY{p}{=}\PY{l+m+mi}{10}\PY{p}{;} \PY{c}{\PYZpc{} N/m} +{\color{incolor}In [{\color{incolor}10}]:} \PY{n}{k1}\PY{p}{=}\PY{l+m+mi}{10}\PY{p}{;} \PY{c}{\PYZpc{} N/m} \PY{n}{k2}\PY{p}{=}\PY{l+m+mi}{100000}\PY{p}{;} \PY{n}{k3}\PY{p}{=}\PY{l+m+mi}{10}\PY{p}{;} \PY{n}{k4}\PY{p}{=}\PY{l+m+mi}{1}\PY{p}{;} @@ -555,7 +572,7 @@ \subsubsection{Condition of Matrix}\label{condition-of-matrix} \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}25}]:} \PY{n+nb}{cond}\PY{p}{(}\PY{n}{K}\PY{p}{,}\PY{n+nb}{inf}\PY{p}{)} +{\color{incolor}In [{\color{incolor}11}]:} \PY{n+nb}{cond}\PY{p}{(}\PY{n}{K}\PY{p}{,}\PY{n+nb}{inf}\PY{p}{)} \PY{n+nb}{cond}\PY{p}{(}\PY{n}{K}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)} \PY{n+nb}{cond}\PY{p}{(}\PY{n}{K}\PY{p}{,}\PY{l+s}{\PYZsq{}}\PY{l+s}{fro\PYZsq{}}\PY{p}{)} \PY{n+nb}{cond}\PY{p}{(}\PY{n}{K}\PY{p}{,}\PY{l+m+mi}{2}\PY{p}{)} @@ -586,6 +603,11 @@ \subsubsection{Condition of Matrix}\label{condition-of-matrix} \end{Verbatim} + \subsection{P=2 norm is ratio of biggest eigenvalue to smallest +eigenvalue!}\label{p2-norm-is-ratio-of-biggest-eigenvalue-to-smallest-eigenvalue} + +no need to calculate the inv(K) + \section{Iterative Methods}\label{iterative-methods} \subsection{Gauss-Seidel method}\label{gauss-seidel-method} @@ -600,17 +622,17 @@ \subsection{Gauss-Seidel method}\label{gauss-seidel-method} $\left[ \begin{array}{ccc} 3 & -0.1 & -0.2 \\ 0.1 & 7 & -0.3 \\ 0.3 & -0.2 & 10 \end{array} \right] \left[ \begin{array}{c} x_{1} \\ x_{2} \\ x_{3} \end{array} \right]= \left[ \begin{array}{c} 7.85 \\ -19.3 \\ 71.4\end{array} \right]$ -$x_{1}=\frac{7.85+0.1x_{2}+0.3x_{3}}{3}$ +$x_{1}=\frac{7.85+0.1x_{2}+0.2x_{3}}{3}$ $x_{2}=\frac{-19.3-0.1x_{1}+0.3x_{3}}{7}$ $x_{3}=\frac{71.4+0.1x_{1}+0.2x_{2}}{10}$ \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}9}]:} \PY{n}{A}\PY{p}{=}\PY{p}{[}\PY{l+m+mi}{3} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.1} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.2}\PY{p}{;}\PY{l+m+mf}{0.1} \PY{l+m+mi}{7} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.3}\PY{p}{;}\PY{l+m+mf}{0.3} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.2} \PY{l+m+mi}{10}\PY{p}{]} - \PY{n}{b}\PY{p}{=}\PY{p}{[}\PY{l+m+mf}{7.85}\PY{p}{;}\PY{o}{\PYZhy{}}\PY{l+m+mf}{19.3}\PY{p}{;}\PY{l+m+mf}{71.4}\PY{p}{]} - - \PY{n}{x}\PY{p}{=}\PY{n}{A}\PY{o}{\PYZbs{}}\PY{n}{b} +{\color{incolor}In [{\color{incolor}12}]:} \PY{n}{A}\PY{p}{=}\PY{p}{[}\PY{l+m+mi}{3} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.1} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.2}\PY{p}{;}\PY{l+m+mf}{0.1} \PY{l+m+mi}{7} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.3}\PY{p}{;}\PY{l+m+mf}{0.3} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.2} \PY{l+m+mi}{10}\PY{p}{]} + \PY{n}{b}\PY{p}{=}\PY{p}{[}\PY{l+m+mf}{7.85}\PY{p}{;}\PY{o}{\PYZhy{}}\PY{l+m+mf}{19.3}\PY{p}{;}\PY{l+m+mf}{71.4}\PY{p}{]} + + \PY{n}{x}\PY{p}{=}\PY{n}{A}\PY{o}{\PYZbs{}}\PY{n}{b} \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] @@ -670,7 +692,7 @@ \subsubsection{Jacobi method}\label{jacobi-method} Here the solution is a matrix multiplication and vector addition -$\left[ \begin{array}{c} x_{1}^{i} \\ x_{2}^{i} \\ x_{3}^{i} \end{array} \right]= \left[ \begin{array}{c} 7.85/3 \\ -19.3/7 \\ 71.4/10\end{array} \right]- \left[ \begin{array}{ccc} 0 & -0.1 & -0.2 \\ 0.1 & 0 & -0.3 \\ 0.3 & -0.2 & 0 \end{array} \right] \left[ \begin{array}{c} x_{1}^{i-1} \\ x_{2}^{i-1} \\ x_{3}^{i-1} \end{array} \right]$ +$\left[ \begin{array}{c} x_{1}^{i} \\ x_{2}^{i} \\ x_{3}^{i} \end{array} \right]= \left[ \begin{array}{c} 7.85/3 \\ -19.3/7 \\ 71.4/10\end{array} \right]- \left[ \begin{array}{ccc} 0 & 0.1/3 & 0.2/3 \\ 0.1/7 & 0 & -0.3/7 \\ 0.3/10 & -0.2/10 & 0 \end{array} \right] \left[ \begin{array}{c} x_{1}^{i-1} \\ x_{2}^{i-1} \\ x_{3}^{i-1} \end{array} \right]$ \begin{longtable}[c]{@{}llll@{}} \toprule @@ -725,7 +747,7 @@ \subsubsection{Jacobi method}\label{jacobi-method} \end{longtable} \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}15}]:} \PY{n}{ba}\PY{p}{=}\PY{n}{b}\PY{o}{./}\PY{n+nb}{diag}\PY{p}{(}\PY{n}{A}\PY{p}{)} \PY{c}{\PYZpc{} or ba=b./[A(1,1);A(2,2);A(3,3)]} +{\color{incolor}In [{\color{incolor}14}]:} \PY{n}{ba}\PY{p}{=}\PY{n}{b}\PY{o}{./}\PY{n+nb}{diag}\PY{p}{(}\PY{n}{A}\PY{p}{)} \PY{c}{\PYZpc{} or ba=b./[A(1,1);A(2,2);A(3,3)]} \PY{n}{sA}\PY{p}{=}\PY{n}{A}\PY{o}{\PYZhy{}}\PY{n+nb}{diag}\PY{p}{(}\PY{n+nb}{diag}\PY{p}{(}\PY{n}{A}\PY{p}{)}\PY{p}{)} \PY{c}{\PYZpc{} A with zeros on diagonal} \PY{n}{sA}\PY{p}{(}\PY{l+m+mi}{1}\PY{p}{,}\PY{p}{:}\PY{p}{)}\PY{p}{=}\PY{n}{sA}\PY{p}{(}\PY{l+m+mi}{1}\PY{p}{,}\PY{p}{:}\PY{p}{)}\PY{o}{/}\PY{n}{A}\PY{p}{(}\PY{l+m+mi}{1}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{;} \PY{n}{sA}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{,}\PY{p}{:}\PY{p}{)}\PY{p}{=}\PY{n}{sA}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{,}\PY{p}{:}\PY{p}{)}\PY{o}{/}\PY{n}{A}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{;} @@ -808,7 +830,7 @@ \subsubsection{Jacobi method}\label{jacobi-method} If this condition is true, then Jacobi or Gauss-Seidel should converge \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}17}]:} \PY{n}{A}\PY{p}{=}\PY{p}{[}\PY{l+m+mf}{0.1}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{,}\PY{l+m+mi}{3}\PY{p}{;}\PY{l+m+mi}{1}\PY{p}{,}\PY{l+m+mf}{0.2}\PY{p}{,}\PY{l+m+mi}{3}\PY{p}{;}\PY{l+m+mi}{5}\PY{p}{,}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mf}{0.3}\PY{p}{]} +{\color{incolor}In [{\color{incolor}15}]:} \PY{n}{A}\PY{p}{=}\PY{p}{[}\PY{l+m+mf}{0.1}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{,}\PY{l+m+mi}{3}\PY{p}{;}\PY{l+m+mi}{1}\PY{p}{,}\PY{l+m+mf}{0.2}\PY{p}{,}\PY{l+m+mi}{3}\PY{p}{;}\PY{l+m+mi}{5}\PY{p}{,}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mf}{0.3}\PY{p}{]} \PY{n}{b}\PY{p}{=}\PY{p}{[}\PY{l+m+mi}{12}\PY{p}{;}\PY{l+m+mi}{2}\PY{p}{;}\PY{l+m+mi}{4}\PY{p}{]} \PY{n}{A}\PY{o}{\PYZbs{}}\PY{n}{b} \end{Verbatim} @@ -836,7 +858,7 @@ \subsubsection{Jacobi method}\label{jacobi-method} \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}20}]:} \PY{n}{ba}\PY{p}{=}\PY{n}{b}\PY{o}{./}\PY{n+nb}{diag}\PY{p}{(}\PY{n}{A}\PY{p}{)} \PY{c}{\PYZpc{} or ba=b./[A(1,1);A(2,2);A(3,3)]} +{\color{incolor}In [{\color{incolor}16}]:} \PY{n}{ba}\PY{p}{=}\PY{n}{b}\PY{o}{./}\PY{n+nb}{diag}\PY{p}{(}\PY{n}{A}\PY{p}{)} \PY{c}{\PYZpc{} or ba=b./[A(1,1);A(2,2);A(3,3)]} \PY{n}{sA}\PY{p}{=}\PY{n}{A}\PY{o}{\PYZhy{}}\PY{n+nb}{diag}\PY{p}{(}\PY{n+nb}{diag}\PY{p}{(}\PY{n}{A}\PY{p}{)}\PY{p}{)} \PY{c}{\PYZpc{} A with zeros on diagonal} \PY{n}{sA}\PY{p}{(}\PY{l+m+mi}{1}\PY{p}{,}\PY{p}{:}\PY{p}{)}\PY{p}{=}\PY{n}{sA}\PY{p}{(}\PY{l+m+mi}{1}\PY{p}{,}\PY{p}{:}\PY{p}{)}\PY{o}{/}\PY{n}{A}\PY{p}{(}\PY{l+m+mi}{1}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{;} \PY{n}{sA}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{,}\PY{p}{:}\PY{p}{)}\PY{p}{=}\PY{n}{sA}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{,}\PY{p}{:}\PY{p}{)}\PY{o}{/}\PY{n}{A}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{;} @@ -903,16 +925,16 @@ \subsubsection{Jacobi method}\label{jacobi-method} previous approximation for the updated x \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}105}]:} \PY{c}{\PYZpc{} rearrange A and b} - \PY{n}{A}\PY{p}{=}\PY{p}{[}\PY{l+m+mi}{3} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.1} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.2}\PY{p}{;}\PY{l+m+mf}{0.1} \PY{l+m+mi}{7} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.3}\PY{p}{;}\PY{l+m+mf}{0.3} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.2} \PY{l+m+mi}{10}\PY{p}{]} - \PY{n}{b}\PY{p}{=}\PY{p}{[}\PY{l+m+mf}{7.85}\PY{p}{;}\PY{o}{\PYZhy{}}\PY{l+m+mf}{19.3}\PY{p}{;}\PY{l+m+mf}{71.4}\PY{p}{]} - - \PY{n}{iters}\PY{p}{=}\PY{n+nb}{zeros}\PY{p}{(}\PY{l+m+mi}{100}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{;} - \PY{k}{for} \PY{n}{i}\PY{p}{=}\PY{l+m+mi}{1}\PY{p}{:}\PY{l+m+mi}{100} - \PY{n}{lambda}\PY{p}{=}\PY{l+m+mi}{2}\PY{o}{/}\PY{l+m+mi}{100}\PY{o}{*}\PY{n}{i}\PY{p}{;} - \PY{p}{[}\PY{n}{x}\PY{p}{,}\PY{n}{ea}\PY{p}{,}\PY{n}{iters}\PY{p}{(}\PY{n}{i}\PY{p}{)}\PY{p}{]}\PY{p}{=}\PY{n}{Jacobi\PYZus{}rel}\PY{p}{(}\PY{n}{A}\PY{p}{,}\PY{n}{b}\PY{p}{,}\PY{n}{lambda}\PY{p}{)}\PY{p}{;} - \PY{k}{end} - \PY{n+nb}{plot}\PY{p}{(}\PY{p}{[}\PY{l+m+mi}{1}\PY{p}{:}\PY{l+m+mi}{100}\PY{p}{]}\PY{o}{*}\PY{l+m+mi}{2}\PY{o}{/}\PY{l+m+mi}{100}\PY{p}{,}\PY{n}{iters}\PY{p}{)} +{\color{incolor}In [{\color{incolor}17}]:} \PY{c}{\PYZpc{} rearrange A and b} + \PY{n}{A}\PY{p}{=}\PY{p}{[}\PY{l+m+mi}{3} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.1} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.2}\PY{p}{;}\PY{l+m+mf}{0.1} \PY{l+m+mi}{7} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.3}\PY{p}{;}\PY{l+m+mf}{0.3} \PY{o}{\PYZhy{}}\PY{l+m+mf}{0.2} \PY{l+m+mi}{10}\PY{p}{]} + \PY{n}{b}\PY{p}{=}\PY{p}{[}\PY{l+m+mf}{7.85}\PY{p}{;}\PY{o}{\PYZhy{}}\PY{l+m+mf}{19.3}\PY{p}{;}\PY{l+m+mf}{71.4}\PY{p}{]} + + \PY{n}{iters}\PY{p}{=}\PY{n+nb}{zeros}\PY{p}{(}\PY{l+m+mi}{100}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{;} + \PY{k}{for} \PY{n}{i}\PY{p}{=}\PY{l+m+mi}{1}\PY{p}{:}\PY{l+m+mi}{100} + \PY{n}{lambda}\PY{p}{=}\PY{l+m+mi}{2}\PY{o}{/}\PY{l+m+mi}{100}\PY{o}{*}\PY{n}{i}\PY{p}{;} + \PY{p}{[}\PY{n}{x}\PY{p}{,}\PY{n}{ea}\PY{p}{,}\PY{n}{iters}\PY{p}{(}\PY{n}{i}\PY{p}{)}\PY{p}{]}\PY{p}{=}\PY{n}{Jacobi\PYZus{}rel}\PY{p}{(}\PY{n}{A}\PY{p}{,}\PY{n}{b}\PY{p}{,}\PY{n}{lambda}\PY{p}{)}\PY{p}{;} + \PY{k}{end} + \PY{n+nb}{plot}\PY{p}{(}\PY{p}{[}\PY{l+m+mi}{1}\PY{p}{:}\PY{l+m+mi}{100}\PY{p}{]}\PY{o}{*}\PY{l+m+mi}{2}\PY{o}{/}\PY{l+m+mi}{100}\PY{p}{,}\PY{n}{iters}\PY{p}{)} \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] @@ -932,7 +954,7 @@ \subsubsection{Jacobi method}\label{jacobi-method} \end{Verbatim} \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{lecture_13_files/lecture_13_22_1.pdf} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{lecture_13_files/lecture_13_24_1.pdf} \end{center} { \hspace*{\fill} \\} @@ -1005,20 +1027,22 @@ \subsubsection{Jacobi method}\label{jacobi-method} Graphically, we are looking for the solution: \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}121}]:} \PY{n}{x11}\PY{p}{=}\PY{n+nb}{linspace}\PY{p}{(}\PY{l+m+mf}{0.5}\PY{p}{,}\PY{l+m+mi}{3}\PY{p}{)}\PY{p}{;} - \PY{n}{x12}\PY{p}{=}\PY{p}{(}\PY{l+m+mi}{10}\PY{o}{\PYZhy{}}\PY{n}{x11}\PY{o}{.\PYZca{}}\PY{l+m+mi}{2}\PY{p}{)}\PY{o}{./}\PY{n}{x11}\PY{p}{;} - - \PY{n}{x22}\PY{p}{=}\PY{n+nb}{linspace}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mi}{8}\PY{p}{)}\PY{p}{;} - \PY{n}{x21}\PY{p}{=}\PY{p}{(}\PY{l+m+mi}{57}\PY{o}{\PYZhy{}}\PY{n}{x22}\PY{p}{)}\PY{o}{.*}\PY{n}{x22}\PY{o}{.\PYZca{}}\PY{o}{\PYZhy{}}\PY{l+m+mi}{2}\PY{o}{/}\PY{l+m+mi}{3}\PY{p}{;} - - \PY{n+nb}{plot}\PY{p}{(}\PY{n}{x11}\PY{p}{,}\PY{n}{x12}\PY{p}{,}\PY{n}{x21}\PY{p}{,}\PY{n}{x22}\PY{p}{)} - \PY{c}{\PYZpc{} Solution at x\PYZus{}1=2, x\PYZus{}2=3} - \PY{n+nb}{hold} \PY{n}{on}\PY{p}{;} - \PY{n+nb}{plot}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mi}{3}\PY{p}{,}\PY{l+s}{\PYZsq{}}\PY{l+s}{o\PYZsq{}}\PY{p}{)} +{\color{incolor}In [{\color{incolor}19}]:} \PY{n}{x11}\PY{p}{=}\PY{n+nb}{linspace}\PY{p}{(}\PY{l+m+mf}{0.5}\PY{p}{,}\PY{l+m+mi}{3}\PY{p}{)}\PY{p}{;} + \PY{n}{x12}\PY{p}{=}\PY{p}{(}\PY{l+m+mi}{10}\PY{o}{\PYZhy{}}\PY{n}{x11}\PY{o}{.\PYZca{}}\PY{l+m+mi}{2}\PY{p}{)}\PY{o}{./}\PY{n}{x11}\PY{p}{;} + + \PY{n}{x22}\PY{p}{=}\PY{n+nb}{linspace}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mi}{8}\PY{p}{)}\PY{p}{;} + \PY{n}{x21}\PY{p}{=}\PY{p}{(}\PY{l+m+mi}{57}\PY{o}{\PYZhy{}}\PY{n}{x22}\PY{p}{)}\PY{o}{.*}\PY{n}{x22}\PY{o}{.\PYZca{}}\PY{o}{\PYZhy{}}\PY{l+m+mi}{2}\PY{o}{/}\PY{l+m+mi}{3}\PY{p}{;} + + \PY{n+nb}{plot}\PY{p}{(}\PY{n}{x11}\PY{p}{,}\PY{n}{x12}\PY{p}{,}\PY{n}{x21}\PY{p}{,}\PY{n}{x22}\PY{p}{)} + \PY{c}{\PYZpc{} Solution at x\PYZus{}1=2, x\PYZus{}2=3} + \PY{n+nb}{hold} \PY{n}{on}\PY{p}{;} + \PY{n+nb}{plot}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mi}{3}\PY{p}{,}\PY{l+s}{\PYZsq{}}\PY{l+s}{o\PYZsq{}}\PY{p}{)} + \PY{n+nb}{xlabel}\PY{p}{(}\PY{l+s}{\PYZsq{}}\PY{l+s}{x\PYZus{}1\PYZsq{}}\PY{p}{)} + \PY{n+nb}{ylabel}\PY{p}{(}\PY{l+s}{\PYZsq{}}\PY{l+s}{x\PYZus{}2\PYZsq{}}\PY{p}{)} \end{Verbatim} \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{lecture_13_files/lecture_13_27_0.pdf} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{lecture_13_files/lecture_13_29_0.pdf} \end{center} { \hspace*{\fill} \\} @@ -1038,7 +1062,7 @@ \subsubsection{Jacobi method}\label{jacobi-method} $[J]=\left[ \begin{array}{cccc} \frac{\partial f_{1,i}}{\partial x_{1}} & \frac{\partial f_{1,i}}{\partial x_{2}} & \cdots & \frac{\partial f_{1,i}}{\partial x_{n}} \\ \frac{\partial f_{2,i}}{\partial x_{1}} & \frac{\partial f_{2,i}}{\partial x_{2}} & \cdots & \frac{\partial f_{2,i}}{\partial x_{n}} \\ \vdots & \vdots & & \vdots \\ \frac{\partial f_{n,i}}{\partial x_{1}} & \frac{\partial f_{n,i}}{\partial x_{2}} & \cdots & \frac{\partial f_{n,i}}{\partial x_{n}} \\ \end{array} \right]$ -$\left[ \begin{array}{c} f_{1,i+1} \\ f_{2,i+1} \\ \vdots \\ f_{n,i+1}\end{array} \right]= \left[ \begin{array}{c} f_{1,i} \\ f_{2,i} \\ \vdots \\ f_{n,i}\end{array} \right]+ \left[ \begin{array}{cccc} \frac{\partial f_{1,i}}{\partial x_{1}} & \frac{\partial f_{1,i}}{\partial x_{2}} & \cdots & \frac{\partial f_{1,i}}{\partial x_{n}} \\ \frac{\partial f_{2,i}}{\partial x_{1}} & \frac{\partial f_{2,i}}{\partial x_{2}} & \cdots & \frac{\partial f_{2,i}}{\partial x_{n}} \\ \vdots & \vdots & & \vdots \\ \frac{\partial f_{n,i}}{\partial x_{1}} & \frac{\partial f_{n,i}}{\partial x_{2}} & \cdots & \frac{\partial f_{n,i}}{\partial x_{n}} \\ \end{array} \right] \left( \left[ \begin{array}{c} x_{i+1} \\ x_{i+1} \\ \vdots \\ x_{i+1}\end{array} \right]- \left[ \begin{array}{c} f_{1,i} \\ f_{2,i} \\ \vdots \\ f_{n,i}\end{array} \right]\right)$ +$\left[ \begin{array}{c} f_{1,i+1} \\ f_{2,i+1} \\ \vdots \\ f_{n,i+1}\end{array} \right]= \left[ \begin{array}{c} f_{1,i} \\ f_{2,i} \\ \vdots \\ f_{n,i}\end{array} \right]+ \left[ \begin{array}{cccc} \frac{\partial f_{1,i}}{\partial x_{1}} & \frac{\partial f_{1,i}}{\partial x_{2}} & \cdots & \frac{\partial f_{1,i}}{\partial x_{n}} \\ \frac{\partial f_{2,i}}{\partial x_{1}} & \frac{\partial f_{2,i}}{\partial x_{2}} & \cdots & \frac{\partial f_{2,i}}{\partial x_{n}} \\ \vdots & \vdots & & \vdots \\ \frac{\partial f_{n,i}}{\partial x_{1}} & \frac{\partial f_{n,i}}{\partial x_{2}} & \cdots & \frac{\partial f_{n,i}}{\partial x_{n}} \\ \end{array} \right] \left( \left[ \begin{array}{c} x_{i+1} \\ x_{i+1} \\ \vdots \\ x_{i+1}\end{array} \right]- \left[ \begin{array}{c} x_{1,i} \\ x_{2,i} \\ \vdots \\ x_{n,i}\end{array} \right]\right)$ \subsubsection{Solution is again in the form Ax=b}\label{solution-is-again-in-the-form-axb} @@ -1057,7 +1081,7 @@ \subsubsection{Nonlinear springs supporting two masses in Two springs are connected to two masses, with $m_1$=1 kg and $m_{2}$=2 kg. The springs are identical, but they have nonlinear -spring constants, of $k_1$=10 N/m and $k_2$=-4 N/m +spring constants, of $k_1$=100 N/m and $k_2$=-10 N/m We want to solve for the final position of the masses ($x_1$ and $x_2$) @@ -1074,35 +1098,33 @@ \subsubsection{Nonlinear springs supporting two masses in $J(2,2)=\frac{\partial f_2}{\partial x_{2}}=-k_{1}-2k_{2}(x_{2}-x_{1})$ -Use an initial guess of $x_1=x_2=0$ - \begin{Verbatim}[commandchars=\\\{\}] {\color{incolor}In [{\color{incolor} }]:} \PY{n}{m1}\PY{p}{=}\PY{l+m+mi}{1}\PY{p}{;} \PY{c}{\PYZpc{} kg } \PY{n}{m2}\PY{p}{=}\PY{l+m+mi}{2}\PY{p}{;} \PY{c}{\PYZpc{} kg} - \PY{n}{k1}\PY{p}{=}\PY{l+m+mi}{10}\PY{p}{;} \PY{c}{\PYZpc{} N/m} - \PY{n}{k2}\PY{p}{=}\PY{o}{\PYZhy{}}\PY{l+m+mi}{4}\PY{p}{;} \PY{c}{\PYZpc{} N/m\PYZca{}2} + \PY{n}{k1}\PY{p}{=}\PY{l+m+mi}{100}\PY{p}{;} \PY{c}{\PYZpc{} N/m} + \PY{n}{k2}\PY{p}{=}\PY{o}{\PYZhy{}}\PY{l+m+mi}{10}\PY{p}{;} \PY{c}{\PYZpc{} N/m\PYZca{}2} \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}214}]:} \PY{k}{function}\PY{+w}{ }[f,J]\PY{p}{=}\PY{n+nf}{mass\PYZus{}spring}\PY{p}{(}x\PY{p}{)} - \PY{+w}{ }\PY{c}{\PYZpc{} Function to calculate function values f1 and f2 as well as Jacobian } - \PY{c}{\PYZpc{} for 2 masses and 2 identical nonlinear springs} - \PY{n}{m1}\PY{p}{=}\PY{l+m+mi}{1}\PY{p}{;} \PY{c}{\PYZpc{} kg } - \PY{n}{m2}\PY{p}{=}\PY{l+m+mi}{2}\PY{p}{;} \PY{c}{\PYZpc{} kg} - \PY{n}{k1}\PY{p}{=}\PY{l+m+mi}{100}\PY{p}{;} \PY{c}{\PYZpc{} N/m} - \PY{n}{k2}\PY{p}{=}\PY{o}{\PYZhy{}}\PY{l+m+mi}{10}\PY{p}{;} \PY{c}{\PYZpc{} N/m\PYZca{}2} - \PY{n}{g}\PY{p}{=}\PY{l+m+mf}{9.81}\PY{p}{;} \PY{c}{\PYZpc{} m/s\PYZca{}2} - \PY{n}{x1}\PY{p}{=}\PY{n}{x}\PY{p}{(}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{;} - \PY{n}{x2}\PY{p}{=}\PY{n}{x}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{;} - \PY{n}{J}\PY{p}{=}\PY{p}{[}\PY{o}{\PYZhy{}}\PY{n}{k1}\PY{o}{\PYZhy{}}\PY{l+m+mi}{2}\PY{o}{*}\PY{n}{k2}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{o}{\PYZhy{}}\PY{n}{k1}\PY{o}{\PYZhy{}}\PY{l+m+mi}{2}\PY{o}{*}\PY{n}{k2}\PY{o}{*}\PY{n}{x1}\PY{p}{,}\PY{n}{k1}\PY{o}{+}\PY{l+m+mi}{2}\PY{o}{*}\PY{n}{k2}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{p}{;} - \PY{n}{k1}\PY{o}{+}\PY{l+m+mi}{2}\PY{o}{*}\PY{n}{k2}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{p}{,}\PY{o}{\PYZhy{}}\PY{n}{k1}\PY{o}{\PYZhy{}}\PY{l+m+mi}{2}\PY{o}{*}\PY{n}{k2}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{p}{]}\PY{p}{;} - \PY{n}{f}\PY{p}{=}\PY{p}{[}\PY{n}{m1}\PY{o}{*}\PY{n}{g}\PY{o}{+}\PY{n}{k1}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{o}{+}\PY{n}{k2}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{o}{.\PYZca{}}\PY{l+m+mi}{2}\PY{o}{\PYZhy{}}\PY{n}{k1}\PY{o}{*}\PY{n}{x1}\PY{o}{\PYZhy{}}\PY{n}{k2}\PY{o}{*}\PY{n}{x1}\PYZca{}\PY{l+m+mi}{2}\PY{p}{;} - \PY{n}{m2}\PY{o}{*}\PY{n}{g}\PY{o}{\PYZhy{}}\PY{n}{k1}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{o}{\PYZhy{}}\PY{n}{k2}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{o}{.\PYZca{}}\PY{l+m+mi}{2}\PY{p}{]}\PY{p}{;} - \PY{k}{end} +{\color{incolor}In [{\color{incolor}20}]:} \PY{k}{function}\PY{+w}{ }[f,J]\PY{p}{=}\PY{n+nf}{mass\PYZus{}spring}\PY{p}{(}x\PY{p}{)} + \PY{+w}{ }\PY{c}{\PYZpc{} Function to calculate function values f1 and f2 as well as Jacobian } + \PY{c}{\PYZpc{} for 2 masses and 2 identical nonlinear springs} + \PY{n}{m1}\PY{p}{=}\PY{l+m+mi}{1}\PY{p}{;} \PY{c}{\PYZpc{} kg } + \PY{n}{m2}\PY{p}{=}\PY{l+m+mi}{2}\PY{p}{;} \PY{c}{\PYZpc{} kg} + \PY{n}{k1}\PY{p}{=}\PY{l+m+mi}{100}\PY{p}{;} \PY{c}{\PYZpc{} N/m} + \PY{n}{k2}\PY{p}{=}\PY{o}{\PYZhy{}}\PY{l+m+mi}{10}\PY{p}{;} \PY{c}{\PYZpc{} N/m\PYZca{}2} + \PY{n}{g}\PY{p}{=}\PY{l+m+mf}{9.81}\PY{p}{;} \PY{c}{\PYZpc{} m/s\PYZca{}2} + \PY{n}{x1}\PY{p}{=}\PY{n}{x}\PY{p}{(}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{;} + \PY{n}{x2}\PY{p}{=}\PY{n}{x}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{;} + \PY{n}{J}\PY{p}{=}\PY{p}{[}\PY{o}{\PYZhy{}}\PY{n}{k1}\PY{o}{\PYZhy{}}\PY{l+m+mi}{2}\PY{o}{*}\PY{n}{k2}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{o}{\PYZhy{}}\PY{n}{k1}\PY{o}{\PYZhy{}}\PY{l+m+mi}{2}\PY{o}{*}\PY{n}{k2}\PY{o}{*}\PY{n}{x1}\PY{p}{,}\PY{n}{k1}\PY{o}{+}\PY{l+m+mi}{2}\PY{o}{*}\PY{n}{k2}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{p}{;} + \PY{n}{k1}\PY{o}{+}\PY{l+m+mi}{2}\PY{o}{*}\PY{n}{k2}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{p}{,}\PY{o}{\PYZhy{}}\PY{n}{k1}\PY{o}{\PYZhy{}}\PY{l+m+mi}{2}\PY{o}{*}\PY{n}{k2}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{p}{]}\PY{p}{;} + \PY{n}{f}\PY{p}{=}\PY{p}{[}\PY{n}{m1}\PY{o}{*}\PY{n}{g}\PY{o}{+}\PY{n}{k1}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{o}{+}\PY{n}{k2}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{o}{.\PYZca{}}\PY{l+m+mi}{2}\PY{o}{\PYZhy{}}\PY{n}{k1}\PY{o}{*}\PY{n}{x1}\PY{o}{\PYZhy{}}\PY{n}{k2}\PY{o}{*}\PY{n}{x1}\PYZca{}\PY{l+m+mi}{2}\PY{p}{;} + \PY{n}{m2}\PY{o}{*}\PY{n}{g}\PY{o}{\PYZhy{}}\PY{n}{k1}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{o}{\PYZhy{}}\PY{n}{k2}\PY{o}{*}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{o}{.\PYZca{}}\PY{l+m+mi}{2}\PY{p}{]}\PY{p}{;} + \PY{k}{end} \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}217}]:} \PY{p}{[}\PY{n}{f}\PY{p}{,}\PY{n}{J}\PY{p}{]}\PY{p}{=}\PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{p}{[}\PY{l+m+mi}{1}\PY{p}{,}\PY{l+m+mi}{0}\PY{p}{]}\PY{p}{)} +{\color{incolor}In [{\color{incolor}21}]:} \PY{p}{[}\PY{n}{f}\PY{p}{,}\PY{n}{J}\PY{p}{]}\PY{p}{=}\PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{p}{[}\PY{l+m+mi}{1}\PY{p}{,}\PY{l+m+mi}{0}\PY{p}{]}\PY{p}{)} \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] @@ -1120,23 +1142,23 @@ \subsubsection{Nonlinear springs supporting two masses in \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}227}]:} \PY{n}{x0}\PY{p}{=}\PY{p}{[}\PY{l+m+mi}{3}\PY{p}{;}\PY{l+m+mi}{2}\PY{p}{]}\PY{p}{;} - \PY{p}{[}\PY{n}{f0}\PY{p}{,}\PY{n}{J0}\PY{p}{]}\PY{p}{=}\PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{n}{x0}\PY{p}{)}\PY{p}{;} - \PY{n}{x1}\PY{p}{=}\PY{n}{x0}\PY{o}{\PYZhy{}}\PY{n}{J0}\PY{o}{\PYZbs{}}\PY{n}{f0} - \PY{n}{ea}\PY{p}{=}\PY{p}{(}\PY{n}{x1}\PY{o}{\PYZhy{}}\PY{n}{x0}\PY{p}{)}\PY{o}{./}\PY{n}{x1} - \PY{p}{[}\PY{n}{f1}\PY{p}{,}\PY{n}{J1}\PY{p}{]}\PY{p}{=}\PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{n}{x1}\PY{p}{)}\PY{p}{;} - \PY{n}{x2}\PY{p}{=}\PY{n}{x1}\PY{o}{\PYZhy{}}\PY{n}{J1}\PY{o}{\PYZbs{}}\PY{n}{f1} - \PY{n}{ea}\PY{p}{=}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{o}{./}\PY{n}{x2} - \PY{p}{[}\PY{n}{f2}\PY{p}{,}\PY{n}{J2}\PY{p}{]}\PY{p}{=}\PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{n}{x2}\PY{p}{)}\PY{p}{;} - \PY{n}{x3}\PY{p}{=}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{J2}\PY{o}{\PYZbs{}}\PY{n}{f2} - \PY{n}{ea}\PY{p}{=}\PY{p}{(}\PY{n}{x3}\PY{o}{\PYZhy{}}\PY{n}{x2}\PY{p}{)}\PY{o}{./}\PY{n}{x3} - \PY{n}{x}\PY{p}{=}\PY{n}{x3} - \PY{k}{for} \PY{n}{i}\PY{p}{=}\PY{l+m+mi}{1}\PY{p}{:}\PY{l+m+mi}{3} - \PY{n}{xold}\PY{p}{=}\PY{n}{x}\PY{p}{;} - \PY{p}{[}\PY{n}{f}\PY{p}{,}\PY{n}{J}\PY{p}{]}\PY{p}{=}\PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{n}{x}\PY{p}{)}\PY{p}{;} - \PY{n}{x}\PY{p}{=}\PY{n}{x}\PY{o}{\PYZhy{}}\PY{n}{J}\PY{o}{\PYZbs{}}\PY{n}{f}\PY{p}{;} - \PY{n}{ea}\PY{p}{=}\PY{p}{(}\PY{n}{x}\PY{o}{\PYZhy{}}\PY{n}{xold}\PY{p}{)}\PY{o}{./}\PY{n}{x} - \PY{k}{end} +{\color{incolor}In [{\color{incolor}22}]:} \PY{n}{x0}\PY{p}{=}\PY{p}{[}\PY{l+m+mi}{3}\PY{p}{;}\PY{l+m+mi}{2}\PY{p}{]}\PY{p}{;} + \PY{p}{[}\PY{n}{f0}\PY{p}{,}\PY{n}{J0}\PY{p}{]}\PY{p}{=}\PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{n}{x0}\PY{p}{)}\PY{p}{;} + \PY{n}{x1}\PY{p}{=}\PY{n}{x0}\PY{o}{\PYZhy{}}\PY{n}{J0}\PY{o}{\PYZbs{}}\PY{n}{f0} + \PY{n}{ea}\PY{p}{=}\PY{p}{(}\PY{n}{x1}\PY{o}{\PYZhy{}}\PY{n}{x0}\PY{p}{)}\PY{o}{./}\PY{n}{x1} + \PY{p}{[}\PY{n}{f1}\PY{p}{,}\PY{n}{J1}\PY{p}{]}\PY{p}{=}\PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{n}{x1}\PY{p}{)}\PY{p}{;} + \PY{n}{x2}\PY{p}{=}\PY{n}{x1}\PY{o}{\PYZhy{}}\PY{n}{J1}\PY{o}{\PYZbs{}}\PY{n}{f1} + \PY{n}{ea}\PY{p}{=}\PY{p}{(}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{x1}\PY{p}{)}\PY{o}{./}\PY{n}{x2} + \PY{p}{[}\PY{n}{f2}\PY{p}{,}\PY{n}{J2}\PY{p}{]}\PY{p}{=}\PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{n}{x2}\PY{p}{)}\PY{p}{;} + \PY{n}{x3}\PY{p}{=}\PY{n}{x2}\PY{o}{\PYZhy{}}\PY{n}{J2}\PY{o}{\PYZbs{}}\PY{n}{f2} + \PY{n}{ea}\PY{p}{=}\PY{p}{(}\PY{n}{x3}\PY{o}{\PYZhy{}}\PY{n}{x2}\PY{p}{)}\PY{o}{./}\PY{n}{x3} + \PY{n}{x}\PY{p}{=}\PY{n}{x3} + \PY{k}{for} \PY{n}{i}\PY{p}{=}\PY{l+m+mi}{1}\PY{p}{:}\PY{l+m+mi}{3} + \PY{n}{xold}\PY{p}{=}\PY{n}{x}\PY{p}{;} + \PY{p}{[}\PY{n}{f}\PY{p}{,}\PY{n}{J}\PY{p}{]}\PY{p}{=}\PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{n}{x}\PY{p}{)}\PY{p}{;} + \PY{n}{x}\PY{p}{=}\PY{n}{x}\PY{o}{\PYZhy{}}\PY{n}{J}\PY{o}{\PYZbs{}}\PY{n}{f}\PY{p}{;} + \PY{n}{ea}\PY{p}{=}\PY{p}{(}\PY{n}{x}\PY{o}{\PYZhy{}}\PY{n}{xold}\PY{p}{)}\PY{o}{./}\PY{n}{x} + \PY{k}{end} \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] @@ -1194,8 +1216,8 @@ \subsubsection{Nonlinear springs supporting two masses in \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}228}]:} \PY{n}{x} - \PY{n}{X0}\PY{p}{=}\PY{n+nb}{fsolve}\PY{p}{(}\PY{p}{@}\PY{p}{(}\PY{n}{x}\PY{p}{)} \PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{n}{x}\PY{p}{)}\PY{p}{,}\PY{p}{[}\PY{l+m+mi}{3}\PY{p}{;}\PY{l+m+mi}{5}\PY{p}{]}\PY{p}{)} +{\color{incolor}In [{\color{incolor}23}]:} \PY{n}{x} + \PY{n}{X0}\PY{p}{=}\PY{n+nb}{fsolve}\PY{p}{(}\PY{p}{@}\PY{p}{(}\PY{n}{x}\PY{p}{)} \PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{n}{x}\PY{p}{)}\PY{p}{,}\PY{p}{[}\PY{l+m+mi}{3}\PY{p}{;}\PY{l+m+mi}{5}\PY{p}{]}\PY{p}{)} \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] @@ -1213,33 +1235,34 @@ \subsubsection{Nonlinear springs supporting two masses in \end{Verbatim} \begin{Verbatim}[commandchars=\\\{\}] -{\color{incolor}In [{\color{incolor}236}]:} \PY{p}{[}\PY{n}{X}\PY{p}{,}\PY{n}{Y}\PY{p}{]}\PY{p}{=}\PY{n+nb}{meshgrid}\PY{p}{(}\PY{n+nb}{linspace}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{,}\PY{l+m+mi}{20}\PY{p}{)}\PY{p}{,}\PY{n+nb}{linspace}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{,}\PY{l+m+mi}{1}\PY{p}{,}\PY{l+m+mi}{20}\PY{p}{)}\PY{p}{)}\PY{p}{;} - \PY{p}{[}\PY{n}{N}\PY{p}{,}\PY{n}{M}\PY{p}{]}\PY{p}{=}\PY{n+nb}{size}\PY{p}{(}\PY{n}{X}\PY{p}{)}\PY{p}{;} - \PY{n}{F}\PY{p}{=}\PY{n+nb}{zeros}\PY{p}{(}\PY{n+nb}{size}\PY{p}{(}\PY{n}{X}\PY{p}{)}\PY{p}{)}\PY{p}{;} - \PY{k}{for} \PY{n}{i}\PY{p}{=}\PY{l+m+mi}{1}\PY{p}{:}\PY{n}{N} - \PY{k}{for} \PY{n}{j}\PY{p}{=}\PY{l+m+mi}{1}\PY{p}{:}\PY{n}{M} - \PY{p}{[}\PY{n}{f}\PY{p}{,}\PY{o}{\PYZti{}}\PY{p}{]}\PY{p}{=}\PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{p}{[}\PY{n}{X}\PY{p}{(}\PY{n}{i}\PY{p}{,}\PY{n}{j}\PY{p}{)}\PY{p}{,}\PY{n}{Y}\PY{p}{(}\PY{n}{i}\PY{p}{,}\PY{n}{j}\PY{p}{)}\PY{p}{]}\PY{p}{)}\PY{p}{;} - \PY{n}{F}\PY{p}{(}\PY{n}{i}\PY{p}{,}\PY{n}{j}\PY{p}{)}\PY{p}{=}\PY{n}{f}\PY{p}{(}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{;} - \PY{k}{end} - \PY{k}{end} - \PY{n+nb}{pcolor}\PY{p}{(}\PY{n}{X}\PY{p}{,}\PY{n}{Y}\PY{p}{,}\PY{n}{F}\PY{p}{)} - \PY{n+nb}{xlabel}\PY{p}{(}\PY{l+s}{\PYZsq{}}\PY{l+s}{x\PYZus{}1\PYZsq{}}\PY{p}{)} - \PY{n+nb}{ylabel}\PY{p}{(}\PY{l+s}{\PYZsq{}}\PY{l+s}{x\PYZus{}2\PYZsq{}}\PY{p}{)} - \PY{n+nb}{colorbar}\PY{p}{(}\PY{p}{)} - \PY{n+nb}{figure}\PY{p}{(}\PY{p}{)} - \PY{n+nb}{pcolor}\PY{p}{(}\PY{n}{X}\PY{p}{,}\PY{n}{Y}\PY{p}{,}\PY{n}{F}\PY{p}{)} - \PY{n+nb}{xlabel}\PY{p}{(}\PY{l+s}{\PYZsq{}}\PY{l+s}{x\PYZus{}1\PYZsq{}}\PY{p}{)} - \PY{n+nb}{ylabel}\PY{p}{(}\PY{l+s}{\PYZsq{}}\PY{l+s}{x\PYZus{}2\PYZsq{}}\PY{p}{)} - \PY{n+nb}{colorbar}\PY{p}{(}\PY{p}{)} +{\color{incolor}In [{\color{incolor}26}]:} \PY{p}{[}\PY{n}{X}\PY{p}{,}\PY{n}{Y}\PY{p}{]}\PY{p}{=}\PY{n+nb}{meshgrid}\PY{p}{(}\PY{n+nb}{linspace}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{,}\PY{l+m+mi}{10}\PY{p}{,}\PY{l+m+mi}{20}\PY{p}{)}\PY{p}{,}\PY{n+nb}{linspace}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{,}\PY{l+m+mi}{10}\PY{p}{,}\PY{l+m+mi}{20}\PY{p}{)}\PY{p}{)}\PY{p}{;} + \PY{p}{[}\PY{n}{N}\PY{p}{,}\PY{n}{M}\PY{p}{]}\PY{p}{=}\PY{n+nb}{size}\PY{p}{(}\PY{n}{X}\PY{p}{)}\PY{p}{;} + \PY{n}{F}\PY{p}{=}\PY{n+nb}{zeros}\PY{p}{(}\PY{n+nb}{size}\PY{p}{(}\PY{n}{X}\PY{p}{)}\PY{p}{)}\PY{p}{;} + \PY{k}{for} \PY{n}{i}\PY{p}{=}\PY{l+m+mi}{1}\PY{p}{:}\PY{n}{N} + \PY{k}{for} \PY{n}{j}\PY{p}{=}\PY{l+m+mi}{1}\PY{p}{:}\PY{n}{M} + \PY{p}{[}\PY{n}{f}\PY{p}{,}\PY{o}{\PYZti{}}\PY{p}{]}\PY{p}{=}\PY{n}{mass\PYZus{}spring}\PY{p}{(}\PY{p}{[}\PY{n}{X}\PY{p}{(}\PY{n}{i}\PY{p}{,}\PY{n}{j}\PY{p}{)}\PY{p}{,}\PY{n}{Y}\PY{p}{(}\PY{n}{i}\PY{p}{,}\PY{n}{j}\PY{p}{)}\PY{p}{]}\PY{p}{)}\PY{p}{;} + \PY{n}{F1}\PY{p}{(}\PY{n}{i}\PY{p}{,}\PY{n}{j}\PY{p}{)}\PY{p}{=}\PY{n}{f}\PY{p}{(}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{;} + \PY{n}{F2}\PY{p}{(}\PY{n}{i}\PY{p}{,}\PY{n}{j}\PY{p}{)}\PY{p}{=}\PY{n}{f}\PY{p}{(}\PY{l+m+mi}{2}\PY{p}{)}\PY{p}{;} + \PY{k}{end} + \PY{k}{end} + \PY{n+nb}{mesh}\PY{p}{(}\PY{n}{X}\PY{p}{,}\PY{n}{Y}\PY{p}{,}\PY{n}{F1}\PY{p}{)} + \PY{n+nb}{xlabel}\PY{p}{(}\PY{l+s}{\PYZsq{}}\PY{l+s}{x\PYZus{}1\PYZsq{}}\PY{p}{)} + \PY{n+nb}{ylabel}\PY{p}{(}\PY{l+s}{\PYZsq{}}\PY{l+s}{x\PYZus{}2\PYZsq{}}\PY{p}{)} + \PY{n+nb}{colorbar}\PY{p}{(}\PY{p}{)} + \PY{n+nb}{figure}\PY{p}{(}\PY{p}{)} + \PY{n+nb}{mesh}\PY{p}{(}\PY{n}{X}\PY{p}{,}\PY{n}{Y}\PY{p}{,}\PY{n}{F2}\PY{p}{)} + \PY{n+nb}{xlabel}\PY{p}{(}\PY{l+s}{\PYZsq{}}\PY{l+s}{x\PYZus{}1\PYZsq{}}\PY{p}{)} + \PY{n+nb}{ylabel}\PY{p}{(}\PY{l+s}{\PYZsq{}}\PY{l+s}{x\PYZus{}2\PYZsq{}}\PY{p}{)} + \PY{n+nb}{colorbar}\PY{p}{(}\PY{p}{)} \end{Verbatim} \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{lecture_13_files/lecture_13_34_0.pdf} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{lecture_13_files/lecture_13_36_0.pdf} \end{center} { \hspace*{\fill} \\} \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{lecture_13_files/lecture_13_34_1.pdf} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{lecture_13_files/lecture_13_36_1.pdf} \end{center} { \hspace*{\fill} \\} diff --git a/lecture_13/lecture_13_files/lecture_13_24_1.pdf b/lecture_13/lecture_13_files/lecture_13_24_1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..292be46468146886532429cb942c782e4528b8d3 GIT binary patch literal 5731 zcma)=3p~@`|HprYWXYur<@RwO65CAf_iLf$el0V@m~Ce6rJGCSUdXkJTPQ<9u7z@q zlp;c|QSOS$rT<3y_N(vz@%Vkrw(~ld_c`x#-siFBTNJ6ICk;I+2NHcaTeJp(1F`_Y z$sMGk0>~I)@UCPxK#nSzf&c)J(Zk}%7!vgphazKiFld4^2BfA2@+OloC{K`odPY(; z-WD{Yx)j8z&;p-E$8-%{h@39un(3B3gRsvaKb5_+Y3p1(H^moO9cojsL_xE(58( zY9~?d`S(Upr!LROT|Zpe{1hw`$r)0%Kk0_B+oNwyQ^L)M3bvL9;D$M#erasz9JWav3 zR7f#tCQ4NA?iXxIaBPdlho`fSvyO%{j)`t(icdN&fQwZR8q~|gxn2{f_-LX`@AoOP zY);X}-)n5?T3jxJIwR9dG?91i+Xo11gLsyJN&j8378a{(%S~d+<7)iapu_DFr1e%w zTx&Yae#s=vcOvL^U&L%~Q0X9`Cy9v6#?Ma!g7!00p&Vi^@PyXeSB11dfZlg{e6N|?yc2>)HyyC;u3%~6@k1%y^GT+P#3H@^}0nc=PqM7Nkn9H zFUv$kg?-3t$?jG9Mo0!ARzRxJVLj$e1fHpp~RPyByO_RiSh}$h3)eW84Wm67;dO4Za%7I`L4uS7w%x~ zATFF^oyA)!xywV9I)TO*yfU;#mlJuQ=;mna{GA}5^&<)ogoF>Sg}X{4azk3OfeNUo&;;rugOa5d02ysf01C*UQPg*8_);sj-(~a&c=B(pU8H5D zWdX!a_){BEUq6k>|1t*1mWQ;M+Sd`rE3GQOkeaehR;)^>4Qy&CK>S z2?gX})V-jZ_;nr5S_b%=>mHy4*Z0B=#je$)80{9k=B#yt7>3rW)Zr7lr@?kn$Ee9s zNL%N+C^uf7WEj^@Y=LkSIdqt(I;-}cvgcyZ44EkqIm>_d>IK&(sYvCf&Ns}J)pM)U zo6{A;6@zB;J{CS!y_ACL$#~!nx2+D)n~lYQ3FjZ=Bp6t-VUHQ7s=m^#$YT+K35Xvk zs2MHC!oPQB9_M(jGFvs<889(#Y+ZG|xjN#rwwYM+w>xvzKNxt@+e?GZtR2twsa*XA zENA2zr78AqT--dm9Nkepm#&r{)v_qIEREVID}4n1e&iLi(22F;y3wLmu+@$F(c75+ ztjUGSNm>Qh+T&db&wHNm6rK@zrOPhL<*xKasi*HbR5{_5)U#}c5**un~LQaDGMUw^iVyu=rkG4_FtHy6+uCcC1exQ&|>1`f&Q z9KQeUNmIkRqv=S<`mHSD?zKzhbaau5os2AfGjuX*uMR9W<663&FL|?*510GWy;Y`s z*mJIimyk*6N`7FLB%bE;^4b@cz({gu_S;+=K1nkdrDUYfQUc2f(2v++gzC;V1UiWiAFYVv`! zYg#mG7f*br*R*s^cU@WOXIQd~cHV(_u>*X8dd>GbA7Pnu1jardCCTg$-pyu38OS|t zCU8;(_HZE)E5jSGQj)iVe^)j8LyC&4q#dCi+CqYnb_P> z{vOdi`n~Vd{W0A~H$*4VDa9mMmhK)BPB9{-+{jMvsL}C*l2!-=-v;Uqxgt|j+oRJ2 z%$CC_tk~bCxKuKqFV~%x?w&Q2y<+!Wwm1jRq0Bd(5>D^4xf`#$ltrHJ zieleG{MN}mqTFZ*W65AWGq#{QNuRHsymalcYX@hHlBm*@cm&gjF$a+!Y*VLtghiC{ z^}al9x@?A5A~s*6)O{cC(+6S9GHe9|D4plOCw_l3q4Xwib*R6;HltK%v%WDl&%n#G zbT%s|)gX7J%4@oRWv)xp|3ec~ju2dPq=4r{m3-q**k0h;N|3;Y-|Zr*sJB+-uCa-JcjY&3-H!FYxCzxtx+JC$ZYkg+HnnI{ocw zqWyQ_Ply$yxMA)O*xHX-E1XdB$7$|WuKXDHr!13gHY%4zcgIlxFc<4g4ndQntE6Dz^z(iW8Q8SOtTJ64|q|{tJh5Nz%`h~CU<2r>V zvh7{z7tcz@ui$Pyf0y^5?&8U5rjUcje-R5;yynNGj|*3Tq#E-; zG{lK;m-l=nMqNFA9~<*0P3e)x5x5|4|LA=C4)n}O9e{I4%Sw(^`mQ5`7;Y;+!y-JY zy6QH@eM(WaORm{jHdm?%cF*x-W52n(Y-~@^Vqm#rkyDS(tN0UU0c965@8n7F1Q(!A zu-D{nE-9b3DZJ^@fpCgm;X^n=d~!$|D$S|99Gl_8uJVR_skiu#3g3OC|Mk*PiEfcq zB)l|eo$(W_qX>v*viUSC7gFgmQJ=xbZ*uykS!U;4yn1d6cpcUEqTMn) zkp*L;$=Q(wlY@9l3i@n#uTlVsX3M5SkjFcLZb0=KfNc#F@ z*fh|5oVh-@D|AJ@P9`142e#rp7x}i>)LvmfeMDDBCx^=2b5%I`= zN+8jEWC50@GSk#JloH;xi+PJel`>+g-sQS7(#IfYw%$ zTF$MN5aR1r4^_Og8})2FP1%g%3F6qCYNk#IxmR-i^oWE&W>n*x1OCxKxPy=HqxNVe z4*mz|>V|Utv2l4;{^&+wHG2Q!k7L8Z<@kt1J8*f^ot4|pHlG@` z)AoNu!sL1SI4(1S`4{Xa=s>|z@=JH3gWuH)nhXsy@QfC#h4^@^w)=oQJdTg|Z&+6w zP#$$jdmKlOy`J|*M>l-5P@QlOwNNcdKo#*`0|cc( zad5hJ0-V%WY>kR<&|)AA3|d$$;X?}~*E_=*LL*2Qd6vPG5*^Wv>DC=FPmYA92%3ix zt@gsT?jmm#E!c%B!-?Sy=60FswigD#x#lDCE^S~jsjnPj67LF-@_TaxjiPiT8t6mQ zI3lk)IeYEZg;qi(Y=)+u_=ocNf8bd{-ngjdX(V;jQ0ktK}7^khZcg1s$L$Y zklwdFSzJ1@luIXw* zLj2wLNCRZ?GJW->=#u^=M{~iUa0LbrTtb;-)6z_zh&6{3vyPO`Vi|68bto{hqt1qXk?=$_e3)CT2`8TxCen|g>7MKE5ZU-b3 z|NhAhrBTBFmT_>1dya1en49NSLStud3klx$)r`-bOVF;szU9Agp*46g-#*p(uaC=+pr(?o2w#;R*@Ih7yXDjgzs>MiDwC@boS+MC&ot^!i< zu0n>h>wkNA%Wpd_M!wWAg6C=YOH4^ zrGs%tS^Ah!A?sJY9?BDo3jiS7RRFC{V!INDa-|X+>{m;zZQPTF%EDv;X*qcq06nG% z2cR%G>?ijbl2JG;S`+Vz!vL~d{WQJNG;UOcDQp#K^P`oeVQ|Ejpp7CLV6d)kRJ5cH zvn834F`kxy!ghaJ!C*A?7G%Vf~kg>wzHSylq9bv1V z71o*T=KYhJX)*C{e{d*mf$~(I{t?+`a?q?{+f#%;@DqvK|mG$>WhHWwsL1YG6_YE z9@17G*bEzpq4|n-mQ4u+>i++et1-m8Q1|&)9>trCB9XVei-5}`K%%0$C-p%82elD* AumAu6 literal 0 HcmV?d00001 diff --git a/lecture_13/lecture_13_files/lecture_13_24_1.svg b/lecture_13/lecture_13_files/lecture_13_24_1.svg new file mode 100644 index 0000000..c8482cc --- /dev/null +++ b/lecture_13/lecture_13_files/lecture_13_24_1.svg @@ -0,0 +1,121 @@ + + +Gnuplot +Produced by GNUPLOT 5.0 patchlevel 3 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 0 + + + + + 10 + + + + + 20 + + + + + 30 + + + + + 40 + + + + + 50 + + + + + 0 + + + + + 0.5 + + + + + 1 + + + + + 1.5 + + + + + 2 + + + + + + + + + gnuplot_plot_1a + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/lecture_13/lecture_13_files/lecture_13_29_0.pdf b/lecture_13/lecture_13_files/lecture_13_29_0.pdf new file mode 100644 index 0000000000000000000000000000000000000000..5394e085638f3a4f1c7634a40dc360722fd3e78f GIT binary patch literal 7129 zcmcgxc|4R||BgqJHN{{o4YJlSGZ;%!_MPlIjWHP8FiaTKg9zEf*oBmRNw!iUOZJ^g z2-&h_SHy2d^{nsv`MiJq?pf|R*ZH39`#txZb6tn;x{?YQDk4tJSG7{QPb~(5fH1aB z)UvW5Q7x34gO?*noCxVtgFqlr6|{>N3QN4ZAiPjYC?v)XMJ*>s?dgR@AzZ0_(lbo8 zF;>d7y_E`Oci;l6MI5VCxRhRIPcQN$eZWpjPKt)7t3;A~{nzSpyzUJ(-$ zu*uyYc>DY$SJ|!Zwy~=QB?1Irrn$;0T!LAT+>%FIMz8GL`ugsScE_p1?|b8Mz4!yZ z&b8U2=Ubbiwr|=n1zcA-&NqW^j!&ryefRM>-{bqVa((^KQFkOpb++hkVrk}qSN)E` z$QCfjpo4z<4t-wrqu3Gln!cwo~YXpQ%HMFlv^NM2N54h)VEdNm9|z|2h7Tprb1VgQk5al` zrFioF6XlH$dzZ3QqU0{R%wAfdPAR+MxPBc8&~>|J?3k`k*&Da+P~j{#HhRVJh}Kv3 z6`f7Dz&5|6%vYLsy6L^ci{$R?Q*syT6qZp}Im&rWX33U4J=6q^@) z--f~rQ%DeS{k`nstUBH1iUiL-;1$JZnolPK`rowa2P{PNlI^v7)87H=JQDiKMgB?p z&MPu`z*jqT^^RiF(uJwb_z{b{FYUzrRcIEa>cR}(xzY7~2qCz4=4D;EcfQfqeCOc? zm865~!qLs6c89V%VgO!I>^aUeZ)dIW5fHPSJ62E9-^V-@FtI8tUW$fX50cNjr8H&^ zm|$BqR<)chk$;x{tXZeSOn|XtJKZcmFG-Lw<7rZ9gzbg?%v{K&dJxZ3D>307I); z5wY}1)x%S9kmf@2vdEA_dXHw@0EqBPLE*P|wy7KW-q6=yc+?FG7x$jB+8T_8-B+4W z&_+2WI0C6F)b2s=EedfMjp zdweZ~eVS5gvMs!ozKusI!#q|!3{6ba9|x~5ChDCAY>Awd2TF#+7Mj$`uK*zzDwe6X zLWUr&3ukd9x8Hwd{U+lV*zjOeQ1fL7nFggg1=Z`Wv2KNpWaoy|XBL-Q!KM)w&s0v> z#dd+RFKvOV9g>x31g1;!{HNk)@|8PSL|oW37rgCHGv*B^KrP`GCcAQzvfF9^S!}rJ z1-nkIT5|o9)$V528fwfNO%gdVT7h88cHT(C_PDcKRyJyY>+WC?o_L5WVVJGQZlkek zh0|(L|2b@_|18DpFisaxt;$?1eQcfx!*2uGE{wOF{LckplFqQHY@)d|nyrL}il>|P zpC%z7aL}7V$cMsv*P9boUY`ujjzo{=#+(sGm>WXKDVtblw}Z}dRuxOV4<@_UaeB4X zD=r6;(PUJz$Ueq3_>v8nIs0g!VgXWt=eUH?&+c=)N=8h2y$!hm#cq`M8fPTTan*jp2d76)Jnl_8oo}6)U_9v& z&+VAZ8& z>nE{bQZjHY8q3`?6hyHD_lLV!xmnl+WQFS_6& z_vrppymv;X@+xC_w4EZ*Ee5LnXW#I;@rHMc0fpXc!|u-5fA5*&8K!rdlCogQ{d}v^ znU{GtP5b^L%mStRd-W)a(@oa_-Y!2D@MX#PtF$>mH)!BY`L((GJ2aE41?~OkA8Xpt zn`I1c#K*lw`}Xir7QFk8_DXqo5I}u*q8RJd!@BL+r8TIjXNliUgc0r7S8vVar zyNaY=>RV$`m7rh;fcYs>L}%vd5LcX4}3 zD*@3>kn6in#@#)=`MrW}k4BG8V?7((IbDAwJH2#@Z!{Tfb|Ww~6HvF?sK0|b4X zlg}G*Zf5WR``0#5;Xc%Mw^aJca@_XEODN6azMW!_3LK+Gx!L_(KZ(CcD=%reCEbY& zE>ucff@DBS!v0v8kC$R)A1_q{FXA!`l9eR^#7h(bAtpegit->RNEC@6eiIjGV#bee zQ5B4v*I%sd!4NP6B=Ku;CmIpoKO2Mp(HKb7(AOOW61|RaKpi)H9f3s=>w*3%C#sFI zLn9P0J|GJs1ObVQOM%41;2^7GYeiz4L~~CNX^+&h<)82;E%#TeF6eJFZi2rS~Gi>7LV>n!8vwyIY*Qkf7=_NR{(Dh}AlpoJ>_dLf*AB?@Xg}1t=nR%>3*t&3gp> zMkn@l550Qsx$W{KF85SipHbynnzTbh5Sx<79C|W#l24Mb&%WpSX^KbrXSoDQ?(`b_);o( ze$40guB_%&ztyMj6qmC$`(A{oX$u4wdKnrQj7N^>EFx;^HL8nv%O5ABIZZ+o zZR+qwHjMNV#*&K$TG~0W`zQ2R2Z!;A)+I$P_zKfYj7!o9PwzvO3~5jUpWLIhYWz%6 zQWl}lMeR%1S)us1l|3&n7a3fWVgx-#cf!V67D9)f^wYh3;@4rrS2^>Bjyab-zM~i# zg2}%z*^MMzdIOka5KZ}(?AxAZnVuED(z`PuNKNx*EqA%JZv5VpWHwWAkmTc{?nAkO z(w1)tyXbS{UX_Pl8~uyk=Y2osc~AJFKUAU$^QfJB{9j)3eN0 zEr%B_s3Qj+xReP~GvnFv0eSeM_i*rHD8q4f=4QU6m_iU?~NtuB? zWM%Q6j5Lyxd+{|swlAaNZ7EZ96s3O4(0U8&-sz`1gk5ym^=Fqf^_Vf`ly0i1i=M}F z#Ectey&V?F;l6>t%q;fIy)grulj>;0L&!hLRy4RAZ_kwLgU0kTyjfw7|ykx`@x5$$q(eH9;<0`gM>ni)MmQ*1IZb$8f=QFII zKCC<7onrUUO?_!;WAo~|3y17xfgVjRpJdi&n=k#MxAzW~wZ6~S9^ouShnH_Nq;jrm z9x}}fs}hVF6Ot#-dAd}ev~BE`W_MjWc#eNWsZaIt={2`L+J?~<#1cAWYQMvynYV$v z_Cv=lEN#~a4MDV7lYgQll@XzO!C8YK)TmbdP@P9}FJR+#q7FuHD}XLw9(1eRgK$`N z=(u4a)-jR!^_xYR+|fp$fcGjM-?Zdeq-*Fe_(2ymH2XGm_Z3x0^p0rQh}^eNnIV-$ zgqxk?=V@Q=cf{L+xq4aloN{8aXwr?mFYYi-9`=w4h1=1RZE02%Y4AHD17NT~skU+U4nyCNb*)L8 z(rmv^bSPw}fj%p__3JYtqP<>tP94O!rH)_F_>{I@XX&Bb zSIvot)cP={)XP}K)Jy&bpIfI6MDAs_wDAhY zCF$Kw20aQ>p60G-mvT#|o1@$e4h|Nz_g+~jpO9cWH>1qA2RE;%#ZM;yZ?`Sq_OCpuBs-XN$q554Uf7k)&-~oXHCJdV zdzTM7!)&g;X@)gS|HLa7gYsJtlj#;S8B`zAJez0uMn6Za<3VRm!4Mk2z~Q2Xu|DD`?Ohse1_j@0YA zEWRx5JG%Pdl}CAzEduuaFk}HVlMhqC|GqTpRHG+BaJ=Up564$V_HSD6ww9&5F#xY0vRy@K7DV101G>uj z(XZJmyTnKdo4ck7sXSg+>}p(V)=1&q?T9nn*QU6xUghGKR@G|Ew?`4Ro0o(`W*0MU zZ&egOo$Rchd@4JAWtV;CU9K=b3Z30;mlYb8X!=?W?8-0kP7`(2x)-o4u`JPliK(BK z3!Fz-WbRN*aC)cz!DbA!&0JP|fBxOPdBwzDL@Fd5ub)`oT)}_d%;x;56*wP)>hn2q z_Q<|`HANpw-!Cf>%k^@%8!5H@$^%>BK7do~mt|U$Hdz#vgNb{xgg%g>^!!okhQD=I zKe98JZd8T#l^afJ);&pEa6Y@GB6*fKv<)}%h)%fqm0luUW5Hmsb9a?=@M!8F<-Fbj zg}89Fwd`u|k={U`Xo03eeduJsmc~40&1Ay)6}Y0wBgsrt=%o-gdQ>YzJt4oWeiSZJ zG5zddKdFJ)JWrNb63&6Jk^xA3;)m-Y~?y(_QIFBKo1_9!|n zm^&e!q3d+$m|Fs%UX;}TD#9K$I~83-jKYC8l?}^B4JI4DY0aok;1P2ZOZc8_M6bf0 z*NXOMgD6cs|Fg=@?1vvhucG~BSJ)=XT00@TWTw+9y$qR!!Kn~AzrjTYuhix0b_Ps%x`+GXq#>(YnH4} zL0OC|Z{R43r1XmvOcz^nficBj3RT68eb&ocu~8`CRP z9N>IOqgg=`AO*ESTC*39L2Bqc-$N{rNv*FOWs{>$iQD^V4n>}>wL#+PR*{c1kf|z4 z$imhaKm*F$Cv^A6lOKA-w2lLrXLXGFL$Ly@8rlZl%r|mcGwL@p_yjkRL6G4)J*;c5 zYX_Jlbdbd~-j0!VzUZ5kXE=;Q&))$5y@`zY5;Hs1>Xi8D?AC+O3lL ztd5TFuE(I`9f?~HJZ8%6aJdYxL-`93?W{7*xuKz#;~~w#jldS5B<)54`+JDvg96I0 zkn%Tql&OMP#5Dl*6~Toy{gc4&R&Unk^}lj$d1hlW6}Khg=C5UuZ>=)xzu;XM7BkzX z&US#|y%-9(B(wdf>bMCV+6r$%+*|Ey9ydJMmzkOk5rW6u=lan zLE`oU;xejz;k?7@yooG%j~dIS2G#o2=1#Y#zVh8nsG+c@i|0`r`ci9)pH@2C7KL#qjv~L;R4n3rxQfHCO$OiRRq1Oj{Jm%_NGaJJo+J(y zxHAgY$u_;QnUUksBa^6k`@hac`RP@Gt>xXv1xG4%z#)`*RpZq}86kzbrcAxl84`p7xDzk*U;Ljkc*rO$vF%y~Hob z`1?JpLfe523yP-a>FuVl@ZQAUl(Y`*xoT`$UC{@WoRJ*gOId&p|8Bie@AziwDzY7X zM_lh6ij9u}acN?7C8M_xdyDM8w}0`!U3~1gpFW03i2rgiltfK`(YznzlEi$KP@YIE z+T9C-Jtn3kNC)9cWVYr;hRX7q7nM*>2xFW9k#+u&uYzzzyZC|xe`JA3c|t!jT@VgL zN(=kLQsD>x1w$b)2nZ|=hk>Ay(qbSeObqsu2&;P`T+m2)HwPCK2y$Fb-V;e8($X-g z<0Pqnq%;^NCUFcXBHYzbXa`3k*CtkT3>kQ#T#Z3eKgyF5YQGYs;Sd=t3I-yP+`p1u z62bqsH-1!yv-LVA_l87TP4d(+s(|oB9ZLoO%`<4Mr( z8u}yTL=6LDsSANVqO|%`!2P6qb{|^-fN0MCrB4t4Tl!J&$ z2=VxZIIls1NCX;-0YOEe;v#U6pre2n8eqy7&{!2 zc%1XU7yDBng8ucK=*L5*h#*dJjKgsxk4N)UBl@$D4;E!l4FN&LsUd${Ah?8tm;}fk z^b>nSa + +Gnuplot +Produced by GNUPLOT 5.0 patchlevel 3 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 0 + + + + + 5 + + + + + 10 + + + + + 15 + + + + + 20 + + + + + 0 + + + + + 1 + + + + + 2 + + + + + 3 + + + + + 4 + + + + + 5 + + + + + + + + + x2 + + + + + x1 + + + + + gnuplot_plot_1a + + + + + + gnuplot_plot_2a + + + + gnuplot_plot_3a + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/lecture_13/lecture_13_files/lecture_13_36_0.pdf b/lecture_13/lecture_13_files/lecture_13_36_0.pdf new file mode 100644 index 0000000000000000000000000000000000000000..eca271ae6a95e86ec3acb2abd660eeafc82394c4 GIT binary patch literal 14376 zcmch;WmsI>wk;YUI0OrBg$8$bcXx-v-3cCoyA#~q9fG?{a6)hi9;ATafm0ERUZ^eViNSs3~UG#O()e42&@1mfP=9$0v{iMQO?ZX!qpPM z28L7+0001^gq5wUnKSs^7U*gwW@h4GYK9;nfZ*clYzDML@W|}cAFa0g?3A@p!zJo@ z9`k-fF7P!3lE>zE2wXTk91UBcX<2}`k>3XnZE<@I(fXsz3N0pbe*NlpX^jSrx`&@8 z9(sQKQ)Yx;c0k0>Pq$Bs{W~>&&p6q`JH%i89)JCO&Jp}@3%XC+0?iFy-1hH$9mZMa z>k8_gyu7}>{2XhAmvelD^A*Hhv%j-qg7_fQiTH&QICTn6S+eKMAgZokQ0mWymLug0U0|v)qI6MGYDs z7VS`n;;Th}dbRLR(ObC$uI zE~Fre5KZA`M!jhr1_o1b)OwLv1xs~LO_|{q_)QDn zcvRwS!)VmRKDZznAaD@1N%5Y9OHTlFl{%$Z`1g+sL>2otYKT-W0ZPEtKSJh| zd4C2I?UV+fCZdlF8nl*PEi?u&oBeGdu23oQ4HPv*L*(b7cK-#|Kvwe;WIc)jJ!9q? zF=A>#m2um&bDVd1Yb-txu0?2&oVi`haTgygV+;ETt))ULd7!dZFnCLn58#StPmh#3 zlMsyUS79dt=i&JBk{&Ff%J(%vCdMUz7-b93VN_ZvU*0g`j#?;doFN~X$Hsu^vw6rM zdp^lRuL&ExQ}%+3wjdInn8o?z8Em7quN#_5dlPgUY3DF%-9G5rXGEVUS!EOjEY_C; zj&@z(Fb8v08*GC`nHO~C>=jV13FR3vY3)T_DO`!@*a-TkvxS;aaAx8HMvc4^TABKI z)TUsVfdm%i{Yn+KyUxtLI;x3P6R50Ha)_zJ99_mDM1f>VHu!?uEg$OH=QQ6(?zF{( zPh#E8X9tPTt0^PBwh$p?D_(|U7e^T-0p-1!lcg&SIt@3jUPkEiiCHM7On|B^MYS~T zAv}zh3`2&o$q%ElI5tq$6NsfUsq9Cyc4Z0!NzU3=E|~k3GbuQo>Hsc z68=uFt5)Z#J5WEIRxw2v#kL$H#WSUsp}CU&!y#~M$>>8M1bQUf1uYsS4HZmGlY|Sm z`@G16l|ETHdy{e{Zm3I-@)i*&xtG269{N}5XtCNypuyG_B&i--trs66 zV2Q5Xa#J@{<5qScRD%@uw{3`uh$cfQzLP5358Ga{+wb_gc~kwRxY@J z(dDx3*$DYM%Hya=HC0W%zN!4kQ7dGfNW?=!(Coipm}@-qsnszu&RJ0@V;PRRWq{4p zejHLSGX4Ty0}LF7MNUzDPb1`^DjQ*ACx@aZ%n#VO5lbkW^3tM?EJZFP!VOaoHg2=D zw4q>Np3_mqpwH@Yjnsi9bmL`?BWZ#$J6D*X+t=qPcsj}}?&HPR;GfTO)FU!n)~B8wOnqcuxs(F71}{kKSP<;iwguW0 zu#L606|%F>m^oH%Vz#V>-G#^3oZqU8GN12qCl?iyXlQFwSrx%CXIigVKJB9sRxW4R zK~ps6esf;m0m|{M&F3PKe;D9iS1mNE+aVmb75a(YV=@V$xzo+B_2`I7g{yh2)ad~M zqm>F34WLI*q*Jn4bPJ_lO-R&+&NrdkL$pZZ{k zNwOzJ+oNh~2Hq^3iS|;>&I++#i3XAT&GiN7U>O~y1Ik)8<9$z@OJ4wy+iMhdG~s;z zg$?4~StMlq==k{4685G;n9|B({Q{D2GfEpW2*%C}%^dxLPS`^M87OJ*xRL^;+SI8; zgSc`<+$TK!b_rSe`usydcnXZ?Zw}Hu+af%c(UFbQ#d#BrU(M=ioE}*6zJ-e1W(NeS z8e{REU9h^T#u}h1eCs(n42D1umTa{tYlMuoq=M2yEE$%=iYohNrcLKLj-{(LdB&4> ziY9>QlUxjVcx^zl9 z$7zz3PQP%>GR;+IG<~XSc6!f;_jE=Ue?FCyXMkwxUY%UDa5;C6zi`Ka&Dj$?7bSfu zQG8g1{-7x)sI%zimLSqx6JaUVjEHQ1wPd{K3(r27Dh7N7?5$izN3C9YHlgt!IUeKy z&7m@WuK7|aPfYSa0{vdL18Hd#JK$UH0inqU4D6H~3N)FEJJr9k)V*X&%qz z0$?RYyg1)*>~Y#C#(kWsBnor?6bP63ox80hwQ|6g*zTYVC69X$tv#DJSCl>_*C2|Po>^R7ec({s@>fK5W^nv}*As2DdTOvfsqjSoHWhr7X6Y<>Z zb*tww?Txw12n4jvWEw6w%uY;rdh@t*!u2pJCGJpINyQ{=Am#;gG2*I~5^12>Ha;&ErusEiQP1}7 z_3+NlOk2>goYNUV97|< z!QB^=;UZwt;*BMz-D|6po_<{GIVwU^GHs#wNQtSK7hti%qw?%19u=j!?k?{l6X^)Q zGM9dxY29~BF~zq(KdJW#A^WUCD|zxEZ=~HJ{1@xWl^PwFVTCX*4VD&p20B?$c$IQp zm?wjroZ1^5R#oQ`Cb|u-a!ia>DMX4`9+?_72$2smQhX+j&WOa)ohJ+NMlQ02uP<3b zFz%Z?6|jpKzTKA&UD&Wu3#o~z4hXgJ>=mrAg?JoMlQu8rdF8oHnZ$&aYt`DRtBHMA zS<#UQO(m26lC8%#K<}xwo_E-!{=6ws*~A8&ZZ?F$>RA>MLexI+*0l`AlzS-PI7^ju zj84WI0bq7rx#=MTIJW{4<9)z$;qn_58iOR9HCB|p`q@{g)n`|f5J6v>8$T;*31^w*eW0NgQ>c!9#Tpu7;_z~T}jQe#u73QbgP zqpD|t8h7ucz`-$7mEOak=br=QnI^=DM`s?gh~@fpJ$;W!2ueXemn`f<)!V7FbgTQW z#sFGR=@&R_I}kLF}KF2q0Fs4?UsB?bsl3C5|d z8K)SJH5M1A2BA>CWe%61HaQeA-NK9V-?wFIyAz4w{nj{!Y|JLkn-MRR1TTCpFr||k zU9t+eRe>H;a!3VwHKZFUKUC!|^&EY|Z>Fm)qyJa<3P+;5(pCtbdOwO zTA9Op?+a0HSlYbR$a?1Zi9k!D%BTo{w`~mAea+=$YOSwQk-yj6h~RZ4f5GY zx|USsyik*P?N$N&$%>!+y?8)byWA#8ViR_DaQjnoG8G`slIY?shmz9NVIyFQ>gQ>g z|8z!M<^D(YUJ88fh7xQVd_CoZu;L!q?-n$hVzy|-eCo(Vy~k3W`9tZ$_*3fjaqBeJ zVbi6}O(1L~HDCi*0)KL#t~fmKqqVNCHlzVN&+G-(rI)0-h+`g2(&2%o9yQ??SM;0^ zXGQG*Gi}0A)zps;_+L$hCkzcrWgQc$A$2OPdmlOW>+wfN>0zjTC|e!U$ZiJ8+VFHp zdf&;Yi^R!d&Z>M$1sz4xcl!%hePw_kH!Ksz&0h^S@NuXHI8CXhpaQGkEYQlzwb;An zI8rd|Qp?BLDuo`#JC?eK+`@__LhpShC=OnrU+6 zQ%FD$|>p8*0)$YKMFHVnDEwzM$ERMHL8w)7GP<$mHPPYwj00=4Yf!j{}hFiN+`{a3VV}8 z`?_Q<{+=5H(d#l|G-XdoQ2{cZr=%p@GTTZGehIr2Ssx?h%%Zx?dbH#`7!RW4h9{pw zgHUNYtJqbkHA;`@o{rQDd`3~GUWVDDG;YzHNS|25-q}NR5G-U$&!d{n}*xI&uNVyfX$5!s6vt z5VbNBefA56?a0&mHR%xeTZ(u9M6%Zq-D$Wa7$L`>2YMy>3=*W@T-LWdCU=)=wKWIT zgKzpCq^-X&e-SE@#|)$Xys$ea`Zmd(0%MZPDfwN?l9zmo3r5VwGGUq3z%s##6U2h= zp2A%iU_AYe87~yy1QbGsPNkccj#RKnr#1Lqe9qI4EeVgWfTsi_Ua#$&c#aYhPm=u4 z9h=NMe@|=gH+cXnDd;iOTZP&du^MfF5A7H@;29&P9!@HJkBh)RYgh>9Z<6?QYk$D9 z2Bl!voN=TCtn)0^H98>F8<2RE|vq0yeh6C|Rn*T-#b7Vsr;#Cb({%LO8b3Ta!~!P}!D&Np)mA}8i3KtOvrm+WIz zpbe2Ne?#&Ly+pPW4#I5_wRZ7R6KBa<4WOulXLQVG9xrI{jG4>xDRJChG4S3_EK2Oi zt(SdIA1^0{nqqB_K?+||R22-Orq6;U+BAP8BlK!}xQVFWGgZjdM!J;a^ecWB9#+Jo z#y;AE`8F_r-8fT<@%$5LLX=wjs(jlOWk#sgF8~p(wB19E4F!Z;N;DiyDh_8il49B6 zJI?M(mqIjzZ5~7ajf-71mH}&`5YlXVNUAl(rvySCl@ldrM^4~~&u5?}9afLQL}jV~ z4Yx=$UT)iaKvu9Ghqhyes?$?t1{H}Cnwba5wJkSHVkY@wFR_rLDVk2;ymK>+k7J$) zG&$OiV1}`A7=Q4{@`l|p_TIdsFvK)0iI=A@2|KBGBzc=mW3Sk za+8XbB)&zR&O|Z85;&b1B|TDiyx))AMwm>9y_ut0N*G;rXiDaYkJ5AQjC>|f^txg& zh|NqPE%oF!4K^ZYC!ed!YiVO8w2F(Q+9J86tC4!Ukr&l6Xs)Pv$ja&`Oo*^oDVlDH zWBZ;#E@1FJ`3L4+VYAz5X>3uQiL~y7mW82mcc%Pd9G3222H%5oWBABWYW~SWANw zmD`x|6Q4rgSUF`vS4`c-m=P`NUP*FgEjQCffbPbr&&n<0dy68p$Eu84B_0Oc=~Yfr zqMs4RQdx~Lr^%z{+#V&@w`KHJ$zq{DtLE`R;!<*WsJ5l1yFNnu(=F9SSUQ2AxExD2 zHn)WKu85*1AdR8Q{D|HqkzY*u@QF05)t{R-RmrbzcXsUPWFpg7^)ukU)+{AWdy_W6 zo-*F*6o~5P4$GeMO(ghYL{BUGO&Vk(ZG%QP&RbV4$;JUsg8EnCv@mQQ-MMO8_w*e9(9CLSk z#fT(0x5axTO|(V_7Yt*DF;xfjs6@JkO>WqlnUsr>#_>IR=RrgM{61nQeln`3LaNvj zQgIloHz)+Vz;;hsDYQ;nf8??(_YJI0(7}HU_q)8Z%RVYxF-&EsJxg%h7z80ws zyKa%9ffYS!1A)q|^r z?zzK>Sxx@sPauB6(K*G`WssD+??rZZu0FIO_{JN9H)=rD&~s1Vq!;UmiB=UcFQ|x) zEq$?I!#B{BRBP?*2v|XxU{6QxEMH$|2X=5*Wk|gV5 zJRZD?qbDQ`l_~?m%j4PtKjKI2$ME{%EFlhPvA`3~ky7vbDC_G~0nCj{{8{YO;*j#u zH(IpL24#+Bh=A05TEjA2^vIk$g|QZk25JkQSAY~Wo}|HGg^5yGPo*kH8rb7)G%aWr zHxy)N9%ku=H{SCMDSUVd(b)mQ_IIA1SowxCrMDatac65rUk=gWGPz5YnwbNWcUZ)% zq$Q@wR9fRy@~#+h&M87~p^-+&RB?9~^W=CiiDl?L=#jN0ye1NJ-k4yNJC>0bx-F~5 zO6>Y*iPmca4BB$6)h5XKA)CnQz*l@WapiWi{NBDh-Y**;kBIle6mmWX&9xi?J4olK zr8um3`cIy31T>8?8As@-vD8Mg+k2A7HW?22=-mJ*>EF|;A@^3p36HsXu^2qN4VAP5 zK7zmg3XY{1lUa2Wj+2o?k7F=pKlLVssB&4_R1PziN+~3`i6zSV(-u|GcJsF+dIlAS z2_jcM9fsBB))ghTvJrVU0=njrc)x#}=lPy16{=1ZXtM3%I3Ck!l6{00MA~wsMRd#q z+CF|bH8FNzgcA{dU=#ag0@E>Vs!$@0vqT#Zw{J%{n-9BXHIa{?I6069E52DHjQfb1 zznQ#lvK4bU6F7nFMjnZmgdTb*8mgD?lSSfP2oO+e#F8wLak!8YMw3*h%OD^z&OP`+ z8-Ylii6d->Htw#ZAFstuo*_jek&J-vho5pfe98?;|hfOgLC9%hiy- zc6ET>(dx~2Ny)(COC%y*Zvj1&DFR|K}Huv2((y)q!^JodH6p&yI=!Q!q;d3*z( zOcl)uYnT+#(jqrDbF)MV9$Z@m(vV2~Ch2aU20Ms?dxa+WJBp3dDun^rpvzm$f? zI-P;z+m={3bz3~bLMURM01`&Zo)M0gngi6eP1@~O$NBHb3KVT^Xx`4o-;kREr7%n1 zUkB+B?PABA$5zcw@EHw^l`WAiBpxPRgb zzA+M6=e<~2fMvPLl8iXz3PxsS=FRl9O3S~wCwSEi^wq<1J~Uk4Kb*VIY?l9_yFSld zK!^6uPTc?lC=Ph4YpYN!PvK(BzvYeRL?HvVn zXQDbTbb0N+)}Xw#h;5c&Xzts6HT?P&BEdS0{P?YhV6=~R`^pYCe?}5w(d&+{JKUMj zEnY~W0UoijipO=#Hne;Oz%bYI7&)d$#Y?%<<^2OTuJ%(KHLF+I~YnUcAe>KVt$_4{M_7;jTf4| zoN8MHp1%90;;QTCh?JGD7l$;Rf{n1XYp3_n7GvF<}uj5uwO@OFyG09TT=>JsxE97)4l6(w8X1=cK^}P}GI0`NHwJ?pCM zKW``QeiC?NbWfD!1&^0|8SicZ@p%dBOg~DsqyOi+&~EBDghPG*ZV0ezG{%Cmt_R(anyM z@8X3W@dq8md;S@}JgMgd;@zLMLfgrA@TQoT8(l}w0z`QzFHcd=w%;l4r7O-AQ{zM+ zFC>rhZ4$U~9mZ);7>bVZPh!JNL9M&@ebpmqNaG#xT6LS)560jK$s|pDcHHH#@S(pS z@VXnl( z!WQ(Tggs5GSjpOk0sG%(1z>s@9?_9iFE+_w*Vhak_B1}QpR7dsW@Pjv-Yhmk@OD+( zmO+PWsJk;{3-?2pPNO%U)a;|p_f8^mtXKsv0=h>x-@YhnK25PL2SX8vt=UAshqGZr zo^BKf%9huFpd721pP|0dC;c@KJ3C)vFF1S6&u>59W(3^m3EmsVKHuH`Boi6ffO@uS z5g@|P*}qR^oYSlEL+E~d5JZmce)Hc|&*z+QJ znE2``lWOtWHL%BLTJVknMdyz7O7X+pfmPcj+-q}uHartD=0j1ZSO-wv?YqHHEJ4xd zf%`m@%KC1(mM>Ql(#u{6UF^R`e^u>HO$##n9W&Fod7|X>O!3d&6<#$-@<5pg_NISj zE`UG1DyixUPJjUL@x1`x2P2RPTmUeN z3Imt{j3z+vD>y9zT=D0XQA^R-+RViDcN-550LM#0#ou)j4)!ksOITt24GYITA2MdN(ty}1|Em`?|zK(W~Np^5eE-|E*N40u(5Fg zSXns$`oCL?g69M`cLBU)d;Cf5kaTu%bNmlG{*3<{{o6EE@T|^2dl$!-xlBC&hNS_n z&ThZ0cws^m+)B*sy_JcXiloR(lfNiXF>`Tnb2c$^0ld(u@*hX_!o~~D|B-RR^^aNq zw~UjQY5th^7q7pMN!88R^*1Ndc7KziX=MsdUt#%OEoEk9Vd)CsVEbJXb+C1CR&@lL zfI0jxYZ;}%%s4wbyd=2%b6kufR<15eX3nAxc8(7AFFbSoSK15xG#Xx?(W@cQ8LsQc zTqvYAp=pSKH>f{e1-@aDf)&O=>I2}w1Tw+(8KJ`j0#T#Z*PjfhE_r)vkn)g#v1DIb zw*9f!l>(SmCTe>SxDjlXw}N0e8xPL!aM|h&Fubj;-6v1-ix$RyUhHLA zXr3S3Yg`&ogtf{OxJn|6UX37dQHUrvbez%Ab58W&j%(2h)EMw4mwjp|;Ru_)yuo zZ%Xuzn>7udJS}L{B!CYRDAM!FYxorcJZUTrIy=V*s&e5+;p}K3RMMJ|SA@I#Lb*7N z^6?_CPwA7T2IF*f(7R=2WzlL&(WdjQLTg>V;^yCc_|BxlB~?73KIoAFs{n=G_$3l2mBm zR99{3>ehy9%#p(^j_=S_nSW^-zJrQ4#6;3bWtW7u<4d zV`=5V7T%f2lfVYqHpRH{PoAcly0)WxA7!0u7O&>ZRi)r~OW&O;5Yz)f`4|er!cc z0@rgn3d{N9>Lx}}Y9QObebWd#VE?fFB%>*=Az4%kVlAI3vOP4Wn7p$gw^v5%#sHyc{jH|V7gU^k zz&LJZe6qEQ3z6wJfm7#nHH_MYvG%MTIIZh>NxzOG?|p0rd-|>~nFTpfDW8vzkFjf) zfei-u?SNFyiywfEpN0ZW4hjj6Q8B9iueNG1?9}FrS_Q+cN+I%-VJ+1~1Gb!58?<}u zBDR|?e;Er0esZ)y8{vR*J`O8>pR*?9)8r=BJ{9kc!XhYIJB4HPpp(ZK<&W<12CD~8 zX-7+N#ORkJ9R3th1Aj4Qo%1!iZWL{r1YnX5y5ZzoHJf)jKLxD33Xnyzxhbplq4E5^ zL2vSxA5bgBZIZ3V|8?MqR)1#5Bnw|#Oa=C@SewHo|@}M7+Tvc zc3h83*=xhGXX`F<+ViQ|B;84zB}ro$Ilgp)(Wn==&5UVA%3@U%dNyP&vqpfZD{pV~ z^7UdRXY&!|jE?G?^~&t#t1f%ZHr^pQWsyAe#Dvr$caEkFd+XR&V?`Ju3HxdTH7KFs-#6jiR(I&6d>KirJ^sy9vl9G0zre>c=w zUr-?Wem=TPU%AOjbs<7$x3g+tLHBc2`MS<`?#3S{F8k{S??)27+V=W>9%EZ8G?ZPI zm+!@YM6*ZK%k?Rj zb@TvQ{GlV#kYkanWrY5BkA{=Cs0q8{^tSh~blnZr*_u&S1Q_-ev6Y;ei@F2jJ!2C0 z#8~eU(CsCw@lblx`lhR?Cag=cvD&}&MTIWpOO%;=t0kpdD0A;9pCjhEeodlEoOGO4 zvE-5l*5Gq`lcUOobW4yj9o<|AVFdGdDx%Gh-K>!3O1eefKAyResTh2Aw3pswkPX>| z5E!}O%E`yl9izYeW-MTsWuZM)L8p7m@RZ&*Q{P*k)7k4cc2nj}PZGHjpa<75nEsJr zi{+ixgHgzN`hyPtGE;J-=%A5X828uoqUgcUK}(meg_=)7Xtc^QjuBKWpGw7*#rM#U zU)wb|$I&k|*G(P?Ym{(Ub}uqm=`RbBF??cUEii0O1AWXKJz^X&xmbd}ZuS8|9{1m$ z*SDvfc8%lh;!qfdC%R}yJHbG_m)0(?1W2sJ_Ph^f-Mk-ch}RU=pvy84lJ4-9*H*T; zT9eL1K^08cwDQAKR641+Dh!G{LOQHqr+7Wyxs zl6Z{^Wo*!E4w>vrG}Y~G2t&pxbX#5RuZ&j;(vt^Si4$GBo%gU&-S|g_tAZ1=W)&TG zS7o@0nVENsu*4ngPVRY@6)E^8#^0kAyW4gcuW`2@O> zqvS-*2U5G%joQ-aju@EZf0`Q;R}6VK&N^{vE@Q2k03q&2D`*?epbEvi8$!y=-sT;C+%P;6^!)W)f<5jpk?W4p zf%vmF>*QTk=7h^AI`~&<8IN$f5-nC=NYey6!PS7v`3Ai7x@@TNP}_P)Jye8M^I*r+ zy%95oWZ5*-TaOQ^irdkTQyt(0288v#aS!P6A^v=+AMZv7Z{EUY`WsA-FbG2v^eZyq zE1oO!;V}Ra7yH?D28|S1=YtCcb6h({)5K#K!Fl`Ws z5mhr+P%iDLhI4gufE?j&o7*c`w{-bITE_gjTa~}<$m%0J@-nHSiRRZJq~T`hAU%%WiDeZQ27j#)ZedPchjWe7pib2(a~yyWnmvP}?P) zmus|H-~l@CeQ>gI^k?m!bH+uG=&|{8)5)dK0c9lGvd(EaAGgLnh1prSKP!_bK}XA# zc8GL%MRdW|ONqQHc1?gEdM+HH!J-TLz!b>B>HEDOtDp8%W&2zj5h|%DY1+N=!o1Sr9?=r518YF=#h+^!GBZ#9CY0Pk7jP|%uh?1QN*|BQ3G?dC)ve!VT?R%rhxlJ}*5s89uKW|BEI51h&RkU(3=_^fBY%g%|KlFn2PpGr_+aB3U)IADdI6VK&_lN=1P!cUg* zQQ5{omyMv$CyyG$%0$OzEWWLk+TLlr*zwdl=o^*8PW0X;f2S}Ji-|#@P`hn{J}g)s z2|_1caLOEjw5EZvk zy9xCMl#4-(gGNT=xEZ#UjEhk47 zbDINvQ%r&Iz{*tiX_|UA0?R>&G;?O5VL8_88(?>r!3^U^-v=%+L&j^TP2bMW?XJ+; z&)BRT8u4g>2DHVpa*3&Ufz&~)gZ|mCt`SUFgr(jXC4|^73x6IMV50mE$P}hxE0{n47K4&@r$!sX+Y}V!Pf5> z>aS>vm6e6*?{JIxC2s#;F);I=IQb>6`o9Ii;IR6iZ5R6SqxJ&;q>wYd;MlqTF!C(* z2vYSq**E(0jVMArg;L0XK7xyDcBXV0{#Q9E#J2s6zg!&TUq2CL5-YN+7!YHzeB^$9q>$j_bmE#b$>rhd3N6_S?q`Y8#8sx2NQ%y7IUHWlT8 z8pknt>d(ge`8Z9FSpH41)D7ha0DA<^aQ9&MaFk$_aK&K7@Z&yqP~C0p=tk*;tJ0UQ z?>}7VKWnP0Tlw6)-(`PTqCIW?UX>uh5)OR>D;14Nj)fBpZ3?!T2AFo`VS$p0@H zh50}Cxcm_kUPKr%GZzzQD@Ruc=id^+3#0(F0}BMo$`Zor!n9&$)<6w6Rj>f^PrU@t z&dSykK=r2z@KQ(pr_vT^0ajQ3NDnU~iTsgb=$V;Vm;m%_94r84PHt8JGYc!rUz&`x zE6~=;MA+WK)(pV(dk|q4lNYUln}zFl@x{KEGCd0``)@!L==hha@iNSBNY&NMP6NR8 zr~gYq>hHpf5nw+uV*$Lx_W!BByl72-``-Vs@n^WdH5E0m!t+x18x;Y%n7s`5|76C> z*~L}V66pLl0dl~<%FJMw|LxG=-v2{4;P-<3kru@5!JCS#>@5I{npXD0_AXX`1Hb$I z7Ia+xlC)m*h=2dFa{R$Kz+%_mPo{r9y&!)||L*z!C&JFn{Abz0N|uAVz17Q3D!}in zz<;jHe_j>-tjvqv_s9KYtxR8tc##BE{!#VZz>C8CAJQ80--_mMaT2^q3+&tgDiffU zvjc#cftihg13+cz>gveD2o^2DpoKHg(bCGqg~7qug8GjqD>*xux|x7Cef@v$_CJCp z^S^yd6bSZn2aDg!`TJ=8(k%a{lZUgJIRX=anFE38p9g@0ot>2(U=H|$F|%^AfKTF= z2f+R>jERel3w*x+H^#*DV#0r8Tx{&%Q{cZaW>(f0AN((jiHnQ%-xvq;|L)7g&GPR# zxLH`iEAwCDF|%;6|8M)i7$?{v|GOP4)4%3mW@TdgS6^06F0gp_zxr}B|HpW)&Oq=P z@BCX?RkiX0dl<)W-c=kNz<% + +Gnuplot +Produced by GNUPLOT 5.0 patchlevel 3 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + gnuplot_plot_1a + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + gnuplot_plot_2a + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 0 + + + + + + + + + 2 + + + + + + + + + 4 + + + + + + + + + 6 + + + + + + + + + 8 + + + + + + + + + 10 + + + + + x1 + + + + + + + + + + + 0 + + + + + + + + + + + 2 + + + + + + + + + + + + + 4 + + + + + + + + + + + + + 6 + + + + + + + + + 8 + + + + + + + + + 10 + + + + + x2 + + + + + + + + + + + -500 + + + + + + + + + + + + + + + 0 + + + + + + + + + + + + + + + 500 + + + + + + + + + + + + + + + 1000 + + + + + + + + + + + + + + + 1500 + + + + + + + + + + + + + + + 2000 + + + + + + + + + + + + + 2500 + + + + + + + + + + + + + + + + + + + + gnuplot_plot_1b + + + +; + + + + + + + 0 + + + + + 500 + + + + + 1000 + + + + + 1500 + + + + + 2000 + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/lecture_13/lecture_13_files/lecture_13_36_1.pdf b/lecture_13/lecture_13_files/lecture_13_36_1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..da00267f505b4c2d5bf33ec8151344ead43b0e3b GIT binary patch literal 14579 zcmch8WmH^C(=G`K?(Pi19R{}$Ah>IA7>2>!Ex5b8Cpf{~-6ar$ySr-$u6HzzlD#@baXHQNkuIe$&2yN!S*wVKOIzO>D(S^(^I8&FJn3WX zFIL%uQ@xe921wC4?*)bi@F=}o;F@z?00LC z?q;kvs!q_`lzs&s)sA;3dO3_sY^E{2+biFp9pRDyx%CPl9Vk8Kh}d?|d7C)jJHhuq z&i79NTece)fX+K(Z@y_;R9co}GuYLBg-6f-nbmAXRPGqwjiYDV1novb?(?2;lOT`P zRZ2#-ex|OEB+)dP8>9Mhi6x?(k*J#&>@}6xD5$Kxy|InCeM!DYfAcyh6ln=kGt)3S ztb_J$(L&s5_U+h4v^^28O&J+#xhYSer5xujSqj0V;(3D<_w-C<;9&*mNJxV}0J`$5 z-8NpJZTq8oj%xwvSmwdMEUPqci8WzOQim+k{;Zyz=3B-m8CGY|N+{V6?kJRg+u)5^ z6FRJ&MG>$T@p?)=9*Qj>YB*APP-r2wUj`QFI*ei%txX(Dc;!oIJ=eiF{Rty>^6OA+ z4fB-W2~na~^CXK`S5-lcgYgJuq7x{*974P9{p0jCoy9@R(%pO}pDhC=<}#E3pCI%b zISc9|Zqz}U*%Fk#x?@`Z<3oEaFXWs&H={~Sb6K#!5@^&OzlKGQ1ExuRJY{p92Sc;2 zkVN|SSh=?HB?vLM(xXQWHtcnO1Y&^=ZDToa=KN$2LklxSA<+oN*R49ES&~??0#+KF z%B;$YKtlwDJuiyMLsP4vPA-ZeACD!WxhR>pTr83ZMqkk17%mW@vd{C|5)4_7GqPSe zRc77=Ih`PJhp*vSJ+o8RPKc?sHo1=T)jhkOA*YUuF zjJ2-#xmBnZ6uAq3VD>7h0Dq}j0LPRa+EsIC@R(*FwsymTk-07HW+hWL*_f>;C~8(i zD#95Hp{IUk@iRvat&@?ZR4Eluj!7kb+k~D`AiDo9+(CjMJd!4JyGyE(Z0r>~O>-Gw zQ5bw00g!{vlEpO0yCwN7)EYT=cTM2T?z}jv+;BpRY>6L_EGW&J>5$+S)BmyjxKKFb zN3(=U^w!dD5M^<^P<0GGt_nX^VXvrAos%-o$a>dgpKL&loTrPkX=p2bUzN}d0nE1^ z1%G(3oj3xG>MYCj)*EaS{tG2%F_t_Y(?MZAtlX-EagawhyxkFv_#>xUs`4oj(C^~c zAhP8(w1{3Z8_(1-th8rbg0ofB$1Rh56(;xq+oGU=98tR+wW(u}z&Lh_aPNmd@s;TGKc)HcTL{_rCT_n14-YDnEA z71N)=0%Li>miQU&=TI`~DB6UoKKwvwJ4WOd&NUiUtYjO*y5=HeZ+?UeUFmY(Tu2~{ zbg#P>f8O4uT$3&7lx7>mCRL8#)wx@=q{)9#6gYx`k2R>`j7YwiE!C}GTnl$?z%v#@ z4AyuFzoyOmHM=hk?%tMEKYpVj_k@*-JLj~-isn@VHIXB+O3=9q0|dtazE`n29h9G_ z^>U{~VPkLYAydpIv_%lQFE(w06^gt^hv=X!8AVNYws)>$;i$>iR*hU>HE-R%Lruq0 z(U*rIB1ff1pYE;A4rSwPOt;97Y{O5yq)9Z5qC+3>^QCu`{X;#|g;R*A?yDypZ$$~> z@NDvmp}}Nl@Y8{2j0seCgk_->z={uPCddNVHYrK!{BG1G!|{AL`E`DZy@-jxhG3(< zaulP?H!=xI(iAC7)8LrkhE3JZS#we{*_Q~+5#W*sglu~{y#`dHTO*-9{B`6|A8W(| z-7tDy!;p^2HP0!TXp-|uQY>v(nOKvyj5?W0hJq;`UECp+SAI&np86jnX+QHRj;((% zzs>f{!&K1NiUv3Ic`#V^=f8Tnz%&@vN4Owd`$d6y#7`T;NQqRz z%Yo?M5DLx+zBc18XhqTJ-MH%!MxHW$$u2n?+4L^Y;I%TP@>i zigAp{XnKZ(JA2S1&s>$g2Ik?5REI(dU-kqZyVX}iZ@AL$6*!NWRA}t^n!Ed;jqY4m zm|`m;A+f@%iF`(`RJK;!+^cW&Gq?*G{c=2LJT784hy!xr{pG6IV8Xo57)S;$r3IEr zS*Y2s?u z5w_P~XEK$ySd}4|CF-;Gp;AUzp$cBMJ+cNFahhzT!B!pGtT(4QJE~&Z{e3BsGGt9Z z3jKCF_#@W6LDs;GKi9*-M`=(zOS$E6gzpD_^I;434J4Lb+hV=GkE7M-5(-?>I+>qg zr41S(vML0LrUaB&Oi@nE8W!1AU3DOIC0L~VDw-P)s(1VeG>cPw$2vsHaIy_&M#X94 zA=AwzCRMY_^8$NRldy^J1X6IX6*s$u9Mf`Ma%5hKRo84T8?Hp7IVXSH6ro|6;*Bo~ zR+32%e_itBedS_^)7vU3kr@)s%ypXaJ69kFgEY~wX1%R>Fy|n}M{fjDy^nC}XN3?b z?BVHiy4+<_yAXp^C<$GNnt$&y1?;k8z!Ia;+fH;u6h}R%BpKkppi>UN%GP|GWA0y~@t6J;#xI$2 z5iv@5@k)=o{L5*s5W!Befu_*X0|vEo4`TlcSR-ZvU4~N5n`aE$?Tz1COj6!hV`bVI z|M2Q%fB?53T3wTdl4wnl$y$w!awDDkRf}iqst9bgX-*Su1Bo8l{%%=Kzm8Cydp(!R zPGe8rVI&O9g=>u**Xe4uQu@C0nSz50-?2%T&e#e}KJMX$V+X>CVpN|QH&rh!ZALL_ zvl;%HHm&TQqbyE^1{??LjMF_Ax?5uEfpq{A{#eY$meJOrbl?W|cin$fo$j;eJT$XqT*}^mArf(Zts+x*?Q4YyU?^O$)5TUX7>jFED!^`t4%Ti0YPf} z(Xb-%q7js41NIFyo~LBOy6PQ1Y)h#>{^G7N%O7Q-n5;kV(Vr5z`>MHZz_czII30le zdO$6#Cj-ur8ZF`7N27I;LQV(EALMhXw(-v3VeJvL#C<{D^j;sJ^^~+n0~gQKmrcp1 z8>|R7ico&XHJoJnQ;VTh&-Xy^gB^4A=_1-VnwdlyPbgLjZtNM`6vDT&mYaMvFUoX? zlOi7Qf+|rpc&M4ax=KNLK1GG7o;?AV38YjG5QhDbBXd^>wb=v1;7*0(4xE=-;yWOa zsKMxF;kIYMrsWru;8@I1*Z~*UdVI^55xO;#zADCBG%WI)>wyi*HQOvZ6tgJiU@P*F z)M6*(o!ku;ciM18FMJ6}8?>t&P~XXzM_^zI0=ISAAL1Bk?#9wQXyDZ0Z7CC8txHB4 z#Xj)2S6yz?-mfwu*|*AR1(>-XTG3}-@pgN^lIIw@x5!_|bNYe!eW2y2>h@>NxL1&N zO#S-}Nf_jzH^h)r7VK38RE5yc@5^-2($`^Fvgs?Ne9{{3W9i!EvlFLCZP@!TpPf$F z2e+L$M2{0RrNcfP+rX>AFvJL7wPmZID$1chX)SJmDt-ure zN0|yKdm1}C0uwPK%^o3e;E+7uxhUvT1>TX8<#!0Y>ulm%mY-bR<+Zgai((R&>QU7} zW1n?)z3CEf>_Y>=N}Ik}$wQ~{b=j%{Gv#Xy`%>C374|PMc3zG5#5XTjtbSR2{f$Ii zD1{xQ4IKT}M?WI_BJ6~?aH48Omu^&=#`Tj;K(2lw0vabmV!+^mZd~JXU8l--*^F4x z(B;X`PUW71Jy8X6oNHT4M-@#l5cp-};^-8Bk5pk*wf%`*jp{o*JK_Nr1zS_(N_z(Q zm4yBtK#8Sns1iX6rH%Zt9!Qdpl)TuP-AupEmFQa{!#t5~laFqcrS3%Mxe9?x?59PI z7e}x!jVk21N!!1nS-w*V6 z3DaM?b@9+mHQ2(umEIqu7;!@@a-fh2A11NMK*|Sn?Fkb|tc%d?t#awoP4c&oNF1tu ztO$|G<{*L{R`kf1qXqEFD zQb9Y8YYNm4B!JV%yVgvjqHeNBRAI@6XjE^DjA-SI!k;lwlyUaE zq;i3{@ANuQy4P=+zY#4~$0NnVMzmqw`H*)8+m;THpmLH3=AZSCinPxD$ z7FGOY8u7U{rcF>{jx(;jfET!T*=l}Pqn};bB4;=a0BTm-f>01S&6i z`wU0iY3;0Lpbppq&g$5Tx!2bG0aws;Q2bZ;4Ml8LmV8ORn@uD_p@L$Fp1K+pnJ%SV zHi3)8Hhvll&3(Xg<8-0^szD}JI0m1l*b^n@rLe1E752E!{K|A5F{0G^V=4BW$ zYupSF?YQ!p_tJWfhDJcuo@6Io{HlN|LZRdcm|lrSqU_CU`4rsHn;lqn;?WNU-xpdb zQiT}d7uc?B3zUOVi;pbgl*k_Olv_I;=|^b5S{+BAw`@Z&(rGVnlbD*i$=5X=^IWHt zjXRsk5}goAV6W5<^dCRUYS+osud%ijErS@)WH#Dg3f7klH;T*#?Q`Sy3(4qyyNihb zOkP@JM+=U{H2vDH7~GM!(VD@f2qo()?S?`wjXIi`w7P%5IwRi>a!PL> zyWu^QA${V-8t29gKf26jf@qe~=_!sq9G+caWKZ3c%IpYKmIIr_$yZ!l2~e3*h>I6k z`vx^AhKkilySWU<#T*6|qI_XrF%A2GpFX{Wa<X>qA zUJ(;{l0x)VK_$`#EzIh~$ps1)c1df26IVdLyS)f9X6({ROssZhMS~}J8VM4>pHpbf zZW=9rF5N^pnwLp|B;T_Ycm)^!62kgR(V1k5@U6*oqejQZMm`5S74;l(Y8n3^ytP1> zae`LBIX4zR4BEm=LHkOs_qh_t@!ZSFI_sRFt*v4?Wb-w-!In}DnY6AMK3N!QK2;5- zu83g&O+{%r6{y8sn&WjhWi24ivFNvIW2&fyd~lDl;nTCXG?YlFXqio?cjMZ8fg|_n ze=Fj*e7N&lCo)ir-&=c3N-S5Z*%X;GUrSGry&lZvd#`>vrJp{w5s|Fi43-VB9Sso8 z2diAc%yfeL#TifbgQ>ogWyIMgWNf`$W+Ghm`9czZgT%a{kCPl3U1sdO3V%bQ;tqSo z)Hx%%EVaX6>#h=H!=2dhkxglFL-6~=)Py!0cT7==NIPqo-}Nd%Ky#E$r zJc;C!s)zPn+n5BIPSLHOrEjSmp*)EQk6s@?cQ~z-zN;jzeEmvoIPDuYdXwp%0kq>F7?zV4)Upw z7jS=0(zmTorVzYUx=Jt(?ucs=AH;1IyBwa#U{=>o+Nh# zTQ`5LFrN12BQJ0>RO{9N3M|D91s|+|<*egH1Zb0*p~6I>r274^r9ZwB39u`o5@SqK z@DR`5_%i6Ov#zwtz#|q;I?S8dNYD}!#Ef{8!*GWSR2De5ktKBgwibqI8X>bMd+EE~ z+pt^v0x9RcRJJ z`zzx|K#A|J`c$?wn;pHGqoT}p52qDq3C0za0k;w~2SJjGPBqXyGDUr;kJdHaEb5)I zi1ycHCPapEowXpRwRy8hUpP1@k>MRdoAUUgtN#6QIQ%B~K5kS{Y|)d8?;}FD(qQ0n zKMA>nEEl*pLN9-=2$Jf2T7*Y$chW>5m`NeQYbj$&wCZpU4Z6c+O1Yp5QEfh_3?)7w zmm6z?Aqt^~QC9gQZ7wuq?2~_Ha&;@Y)7pA>s}=Pm8RJ|$A54@A*kvO_dRWQ%%mI|S zl^IM*0F!y!$!A*UHdyxbwXD%aj@RoR3;lMGonvpd6R6PAWAOPT`_5YnZhanw-c-G> zj=|K$40$pQZ{zkAr$uV|LXYn2>VBX$LQL2U_c%XzAt$KOxayt50BBL8C2%-X9eeLi z6n>130ZX9EzI**f*Ez0Gy>1AJ^qtgYCX$c5o4|FmOGA+q}@%`M1V!=Aj%<4k}E%0+=5TG6)&;F`R+`5SgdRBU0qpuyuMGD zjm>1sFfi~9BoDJ4^+Aq`+IqkB0xNtwa{1TN>RHEg&vt3k)|PP{d{I4Xn&O(;6D()WF)my1)nl&l##36o!V05^ zQcJFcQ$Gp#Rw+Y4$0(n^g3IXw9<>_-I4}&8!~m&z=RY>#-Z)qI)?jVGN2#yIbieFS zlxuy{+)S-i=AnT=f%2M?#XDjS zVSa+@ddoPvcuUWoh_T=HF;(603e_tt8)|Kx`Qf zX7%z}uBrDULPTpLOFsSHwnm}2Vs++Cj(Ey6(tL`77ZgnDaA{l&K&NPi$HAE7xJEj? zF7>Hlegb41vzf0b7BmttnyV%ZW@?%e?a+xo_~*f|?P{6@T4OxK0T07LpivGtMAR+p7TL!tB`2 z&>a&irOoE%Cqn}v2K38(9YP-IP#`Rg{subN6Nt-8RU9#+Zbu;ypWZg?N;(NCzV4N)JPQ9% zSgLgRldTclX2F)up0ssLraPFd`@}=o_Jn{brT&cLa^Y3dBtcxxyDjD0oBNH^BrDj- ztUL1yO{qqIeF5u>fnQ#(Zp}HKN0qDPmkZatT|M*Ho|EIw9$%(U;~&=bV$&Yj{bzV( z%5Uv`AG)d2^LdWt1$S2WL3y_seF{b2jkCVpC04B!=ni{5c(*^A-WHUT-W~g%dkwey z+riHRJ07C-+CToh?PuOdx=iYx5%m1Y^0KuzBUt~ z(;R8N;ogFy+cLtIl$lvhuhQE0`kb#l;XYB{{^w7N{1)!ak@);sEi9wd_OujEo2%Nk zH#PbnFB_I;4XVEdf@;2(9K&Bn#O$6hG@~Q_szy~9t=V#Hqhzy=udMfEW|IYn95pap zU5hPtRg}-r)(pyF>H-K4q~Bou?2|i8@-%l&-Zq8*g*2+E>`HEiuU{FdW&X=*8n|uv zsnsYv=g!1LbFyX6smQ3&tbhNq#5XPit0nv#if%)cfEu9l9=f?KYG~jcLA<^0Pc?@tpH$a?r9Am9kT< z7*Cv)H>$Ny+V)^UVg&}~*X&+&p4<8=Q0M1&CDm4*V%;sco969TY?B{+kv_gXrOe9v z!pU}8@b)Cy39I#H$!-iqybsJrfKFa|Msm1kB;r;7x^lk=3+8cZsf8i7XCO1>c4n9` zUo!hk_ie12=dUeOxg4YLhu0UGqP*;e;p|wpngyn}z}9V>B<6E|57|8frnd73i4Mar zziuo9!W!ep&uM@4z0bZ&DN%eiBQNL?vcdhhy;I)KNL8x$c^GDnkt4~oz!pxNFbErU zwtQw3FEa-2C=PlvLz|&Z1y+FE))V($;XpzrBL*(anZg$@=o*sb{C;Vv2U$_%)-g7!F#To+=)qH(5l;PT5 zabGYSWZkmEn0CeYSa84RmAJm?>zu=1ZauMhtaQRDCxqK@)XMDtc~%OQXkReAof$Fm z^V95yw_}%aRO6=asWv&&SnvfAHv09tZ|i&2g7!|#%SnbWfHy|f?gLuM=dCDR$8#sd ziMSjm8)i4`D0}UD(D}$c;`DJHf^F})SubaPkv!g>-lGA!mbzK>8aNW>M(g6Q?`9r6 zZ?`snq^;_9o=2Uh*>#dV?0O;nx;Psa_n~QreKeCHjf#i@|c}j zBJ}*(&-?S@muJU`sUD)&-3w{vze*Bna?*lU_8xeO6ThHd%ke$LwX=WH@d|t#)O(vr zaZ=JOOrMXEgawx|b4)!QA?5~NZXXJtEY&b)L@`&tkn zR)&8SVLW|$F5h^r*?4|`s@mY@;9_|m@Z1FcQ{C~qoQBUt$5~nnm^|K<=5Y9Qg$?O`0W!(%fFrS!PM}n5(oIZTLNNgY~ldmWdGd~v9_?b zQ?>ztpM3al)-p>zdB)Dh`ngu;pLH<{n>yGlKDSG z=<;4SS-_Icn=AB^_47>@hvOPiTL*j6rR!(+?H2BjV>VZa#b#+QdXN;dwP9Qv3(2ij zB~BM^iCLCFiUvhpAbn-?d%#z%1+9f@gCkle>rjEbbP?m%R8G2aLL5KJ_1aAKMeJ3a zb=El6any5QKi`36$zc60Y9k#5Mvs#X9hx!R_cM;_BO1$=t!AtZD^+^S_^LjlG?!go z`{)GKsBDy#F13MSADj*wx<{%u#)#)SM+|%|VvHp<)j1P78TcsZH|aDO>1W;Qf*Fkt zOzFwsIxYrbxehOHBIPA|GOe0d^>KZ7_L`5G<<+6k|2Sw&nv{q+#s;YlQ z`*3S0!)FKE+2OQedCp&=Z&z6yHm-WcV{UVBP0~nNG;-pe zjvMmEkyVdjn_8{Egvf* zbPyu%C|nDV~vQtg2%h7n1<<>LJgIFK~eH3i=FfZX-NvOcEz zdV?kR&)LkS{-~2>dl`+X>mc&>u@p|q@z41y78=lFHZDf)`RAk5{P_%Gx$-p_Ul!@bd}Rx zUu)H;Pa;lJ5k)$RwWiA7Lp8TrzkL6$RsW@US#y)8=J3dVXIa;2AkM96yX)!z*G#Uu z=%ToIJH{K`I4Q(f9&Maq^``lpr6(a;y-aw3==<=d*lusBo4JsP3>kWu&#%YW>-@3n zV{WsE9`u+!8>Bv)JO`6dolTeOBP_JotzkxsAFvGV)n%C(a&feV7%%1w-s)u-YmApLXx%bBrZ!Dfbyj7yc6trn6uC2!g)R7M!&UdD zdNZv7snzfG15Z=$H3jBb62nA#^&NwGW>WJadV_jR?AyMVC%i+aSCp~|r2!@siYkh3 zV;sD)tgDM={9ac%x-XUR}zWclzKy^8omK_Vsn0$Jxt+ z?jNUB%}K{?!vtG+lzJg?_8JkkFfW`WHHu3CVhd3nP62GIKYFWUK8UC>Waz$=Y;l*> zP&B?=l1xWM6O3Io^&*g0I4ZgP>>s_4v{%AG`D(b<5i3Suam3fEVmIHgH4Y#CHtlB# z;r;R`=@K{UP_NrJWb&~Hn%mnzrnKYNO_dc7X;5;Kqq`Y#BW+u)KVZY#3HS9D1xF?! zB`tTCMfmdR>37qxq%9n_&N(I}NrYg7%?SDSXgyc{QNOB4ixp1_fo?cWVQ>AGPRovj zvr8E&F0@<_twZIY1)bJ_t`T9vw;@saKfJwt`9Rm}p4^Y-nQ zzxr`MaWGYVvEW;fq@2=`Q+Ca2{gpxfsi{AWCWzp!4=Fu!ov;7rir&7U>%*@C++iQF zY-h|C#H)&oBkC{dBld$BN+_LDE+GsB>TDlh8pc`*F8W?fRTHFEWV*uHKqLCC&0pmvWjF-w*mT^%oJKE-F3Aa9<;?{!8>vD0 zCSmbfSPo5rogOM_ZRY)nx+cn5O8~cqr%p1*%3SbCYLN|QuYpM(uWMg_;4p*}pDxt8{ zao9J5)P|3)7CVaDI!M=paY z+A++f7>AAZ{Fc|03s1FIr@w)G_tM0tCSzh9&QOcEup%=PL#q2-#TZWT1k76A%4`+P zcny9g$B)z+koo0aH;^p$MM5m&j#}VFJ1*Ng{jMYP_n+Gdk(n#}d~XklaCHpY;BL;* zn#Jwr%Qb-T08J+kyi7cuNy}eZ!@@|6xB}U!6cQMKA~FqWyOb>NwV{MyOJnC>iWKp$ zBV-C&gj?J~+hD6CgrV{sV&VIKeIB60Vet24@dI*w-0a5brax9%-yI}OfIOD*VRXy= zOvC-P-yI3?B#zLNY+*cO*8K@2Xop*8WM0<3h;E=g6GIb3HE_ohMBFIA5X29hxi}ri z5WHTiEs5)`1?c8QexTk+h=K{F2mLew=qBD$ha`F2ic>$51>;gaF8j2XJeB#JwNrRX zED4tO)J==O*P^U@>$~HXMl&Y;)AG%u*g8*0d*W>thL*2O9gjwO!fbjt>FsHF&o}y` z^%}yJux_f50*Xha^=1rtshmH?+D(kgF>uf&!T&>BrT$El|uyKSG6W?w}r}G*t}s6h}W}m4~TDJ zcpk*?P$hm=_B>$R@KngHFAGc!XL)BY; z@2zuLEZ)FDY-2jB&8E_g!<#x4XWtbUT5O@!v}i-+65Z%ynYQ9)GNZIAq{SwT+z5oU zYzOHoDu;4-K8i4xB{f(bK~>7F&%bC0)Gu>|`_OKNU6OHIj9oIQK-{5Pqg>L`Fd11c zp{)qPrKeDvvu*5wU?fRhI=5OQz%Y zg|f8a^)-Uh$!+U;PNY4^UK>k!EN4<@W`&PSrYnYw$0{+|HuZS-m||qba69592Ar7^ zCQ5lItz%+Hhcf0;g!kg4W8gC9-&RPhZ`7P`xT^1V4a(rgxvx`D%Z)@~V^Ydhtb;N7 z1&hPZFi5}KruV!wqm51$RKvZis1H6;!63zRi@A*@!!eT z?;Pr{Y>SNz_z%Ot`kc4_M-I&TCr^IPtNynn_$jUa=LCsP%%D{d04eZ~&lkZ)K2`sVyZ>fxo}37L%KZPL zQCR==xXvFU;hBVa53vW^nc6s5+x?~po*_Aq(9twhKk{LD4*0J(oRpY3~YGXmK-egh&Po4;6%XEnbeWe13*8i4zc z{BuL%@5ZwcPjLhR0-kgGf8}4Exu(Bk?|;1UN8R6?ipmqi^W66v6$aTup4I(dJ!5KT z?;v6VvisWsGN8ZOtWP2TJD{JW|Hs{c-y8CWS`f8*Iv-_fWei~cU}_~~WpDa7@LTRT zp=19SrS;55{PzzV=O2voiR}9OkL90F&&Z$Fe@p)VL^ya@|7`mclVz=HW%_(54DkCY z@UJ`buTOXuu#- zJ8J+d6DvCtCxFJp!NG=?`H8fA0*&oJHYTQEdnRi;W7r~zxMww_CJIr z>wm|V29GU + +Gnuplot +Produced by GNUPLOT 5.0 patchlevel 3 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + gnuplot_plot_1a + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + gnuplot_plot_2a + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 0 + + + + + + + + + + + 2 + + + + + + + + + + + 4 + + + + + + + + + + + 6 + + + + + + + + + + + 8 + + + + + + + + + 10 + + + + + x1 + + + + + + + + + + + 0 + + + + + + + + + 2 + + + + + + + + + 4 + + + + + + + + + 6 + + + + + + + + + 8 + + + + + + + + + 10 + + + + + x2 + + + + + + + + + + + -2000 + + + + + + + + + + + + + -1500 + + + + + + + + + + + + + -1000 + + + + + + + + + + + + + -500 + + + + + + + + + + + + + 0 + + + + + + + + + + + + + 500 + + + + + + + + + + + + + + + + + + + + gnuplot_plot_1b + + + +; + + + + + + + -1500 + + + + + -1000 + + + + + -500 + + + + + 0 + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/lecture_13/octave-workspace b/lecture_13/octave-workspace index 8c437bb6e55a5d1b6115661b3a20e86870909d32..be23e102b225fedabafe7f00ec6f7e0dc48c534c 100644 GIT binary patch literal 23135 zcmeHP30RHW*FVjJq|&6Kh$L|(V`#6;vkWC6m5S0J(xiwogs5c7H4m4ITr=0uHrz{Q zLNXRbNFtF)-#e^*y7%0=+~@n>|JV0CoyTcCXYc*4{oB7a?6uGPI>RQ0c!YYlv1v0{ zA}5hZ9JsecQmM@S3GfJ+<{SRCva(Wv`^3LhxHtDwh150t>lm>WUYP_xr;Gh2*q@Ou zwr8Z{IP7l@{7ij?!7?-Ha*g~OXA*|g{i$Q1j)6J`>KLeFppJn$2I?57W1x-FqRKI#-qttn++7a{yVUJmq{Ihy z44v}nd8jY^c;utGMt6T0rJURA`LIB^V%Ks^#Qq?Nv&y&0wV5iFm$BUu$Fb{}o)FZl zit|vM_d4Q`ATHmKvUthE(R9$Y5WiK*y{Q?tzp{KZ`I^=sxD@L;z{hShY&%tX;b!~< zi1XaL#<|->DefPPTI4zDPL|?-I$2ZE#?lX%+=lCFjpNvQV^Plr)O#N1sla*P$BDch zw>D@{sP9WnH1tw0gnQ5#_53G1FmR$yJ_TgDg9By!zDpl&ziUu`$Tqs#r00xL(6wos zcoWaDux_D?q23~# zr!(@jsll4UU8d9NlJJ@`)D>azD zUDwih7`J@c);d#0zWTF3zd$vIB7oCwXYM5?^TUk!NXjf7I<5`f*m=oS$z*QNK~{Cx#6Vrxk}2qSmwu zp?kJ#oLS&Hm6rAWwNb|lzVsIIdRO~W#$m;AQa>1san?@#zVo63mQuWqUBI$qpdDx+ z&t>QzOiHl59gbu8Tp}k?hokeUm-hV?jZ0#wB9FPJR&$RXNt@nbrb2cfGaonL%;XvI;=h@>guEex*b&7gfJZyk3^ZyIfN@x{>1_5oB0?cW&lz>^*J z8vf50q1TRoCjravOLujak?N*7sMHZI013yAkG-X z8FNO&$#@Ow@O;T`0HIWu>h^8}PRaQr!FDU?OTPv8 z3Pvoa>V4NXiJy~1^Hfz-w=G#lVQ`GzqMl1=Tj$N*r<=#qpDhB)2HMW2vU#Zt^O8U2 zrLUNm(l9T5k;zLrn3oo!y%~>yc}ar&c@D2qmf&BoPBs=F4f08KMV8x zJIwQOnCF>as$!hyV4i0@vOF&tE#`TKZ~xw*KQD<}P0QWA7wwz6k}jEXeR1Wq6zcVQ zSz74gWEyv2%RBvF6KQsR!(V7c0_`|F>EyNpi>Ue71N9%SSU@+mp0&|uYaHE!ah{C% z=o#*t&Nb|tEWfk3(ZYR`#S62qyk@d_YO7SLIBwLF6_u;#(E3x({Q7DIebn^MS=FND z^zfP$&t@wp(>oYH(LUy8nI%hTHu`18fm6|M7SE@B;^MU;Qe)|G+=uSHZU03nB8s-P zJGoDJV;J3tb%>Wt9daG(5Ej=t=!Xp7DF53({&aOM)g0Z+E^_G_s5`8)>ex~W*#QOwWVFB<9}n!b+ek7%Fl)_5(w z*?r>=HV;?Rn~OY)tPiZDCfy^h4&RVMcRS`?+pww1-u?Oo1q9wmpa$ni7rC*E=nUL{ zCSrU)&fRADliVD72YJ-oGsW7oUl{eoe7+m^M`mYttdpg2g7NXea@?{rh8w8akftwt z?*5Uc+_Lj2bV{Xz(|0JO>#dgBd-bU~n;&N_rC9Egi-=cwEiwtkNed*ei0ZS)SH(^RYnkA$Xf7;MG@K)s^ zf2xa8EPed3wDhAp@VbMjM|4R~YKimQ#d#%&!%U#q7Q~Wq1c;@670%2Wa31)FIPV~S zu>}4$&Kwz>TUV`raqFx5UvO&3@M(eTj72{GZJdnHn47(P9ftbCcEl-`m{oi#BF^hI z@X74H4ed7`?au7`ExR*+VRnzh^)tI)Zuon|%$C8xaMr{p!&#HvYr>iRzw}S>$QlX^ z=WOJ&CY%kB&wmT2ET0Zq3Moz6&xCN{$R7$lOpDI2oVJ?hL1FyfeEq|CGh~PveOBEsOV6W@mGE4vPg@oU(RjIBT+dO*p?d-dWyc zlI5kH`kRub1;d^n)#*u7ZlEwMG@y_B%HZL9S74Ux5kQDe{ zoU(Bwo0nwy{N8wH{>kzuMe#<{uyfgn~`IGVK*E_{2Z1HN4#o4C@ zyUWJWxA^?0am4aG<8wd%UCO0YU^oM0`0Q5$P8LVIFn_W*(#JUJUBkX9>z}f5^ya=; zCo`P(H#NF{Zn_Tk%HaG@@ktQpxAKyLOuVzaq?^_+H*)C)U^u_U=eOcWme22vcNRyo zeDcqE4Xo~j!k=CEx5{P3D`D$TPNMU+xE?=VIT~anI$lFH0G7tv&l~F;;{=s(XI7##B$4T2QKvYqT58ufuWbMU-M>tsMmO&`< z_+K#*b>t8y;dL87GtI?>Cq*J*<5)YB;!Hz?kHSpTCwlmMOv6Y1ItUL34*lC+r>fo> zA5yGo_8c-wKz#^NPd&j_;f(FYQ%>vqpAHrHaH(#l|2GdQM%2&mn39!4YPT##e6>$@ zO389`>-CA$Rw>$50<~50>_ya9g4!xYyQ)ELm4f?4)Q8$CMZeQR|Eqn{a_^=S^WW(} zZIxnN=wW=+J~{uL(Zwm222fk27`KfueruoPcV9<0W2miC%qxvCztld-Z5|wTrchg@ znE%W$|J6P@oZo))n?h}sVqR{B`MLHl%M`9$=3awssqhOG*~5W9N_l$x?WIDegxz0k4!eHl zUsj;XbxaHj^qOEZ!J$e4-qdQ$x5Nyp8st;Wpe2!Cdi4p80d=OyH?X>4`lyS?>Q(Ix zO({YA$f`SVIq7b~y{+GbJ9A#u-pG`>R8+vL;Ai7xx-hG)@S!HN2%UfVBdYMOmRw$` zU{Q1MD_W|(p-1OlE!K`cn%skL^bu6aOeVd8JqF939pyWG{{AqWwPk7#^@-EzR!(Hu zx(i14sg_9TEY2+t=bcoT3~<==;5Da~;w9A*D7|FI)9wLQBfEgUURJ=k%G1J;ds5X> z&@tHmZsQl~`4Wq3M%fExPm~TQ z0i`|4?kKyVv_shiWoML~PW%5SCnKPZjk5Nr~D!1{HeRSkY1+zA-(*u zn|m}wxZ1V`<#=_68oG;#GS}np5#Z_NQNs|4FhM{~@WezOPy;*(UR@JBRZ)3O@U(z` z03UK}wU|_E> zP{SFk-;xJtgj~9AAxA&m-Ah%ZGHz&Lbl?-r1|WBcEKp-$*;5!OP*QHOpEPYx)1U36#5NjpBih*-plI^f(0;h_YMirk{F)bvkkJvVU_PUU8 zO1Oz%lO=6`E!e!chzP@7-=Mx?A`FizM!m)4Lu-D-Th#xS1WoGCL3xMsyd#_vPSZP_ zuY_=mOI&@V1m}HE9`LZ|zsLFC6Y-g(Qp8b8u5qJnn}0w&9|*5qr{n|T`bf^G@GJO8 zW^dycR7M2)63a+gPHY4FvNCdL7T@uSOfxwjY;yh+5th}qoNy%GDqm4fc9il9C@0=L zonD_wGaG&dpNRm|_6u3-&olRhxbVZ}D~O(W0lCqKC%S?N^mh452F-CzAF=T(Q56WS zB%JY@+5}Y+q4`cFu2%wI2l6cv5Z5gMp5?Z`NqYOk|l|Z0vxe|!{Dgp1Ex5|}3k zVLyAswujek2QG72X9L3v#(#Zvu^mJkj5XV$)(%{b_jJFL))w4LlDt*C+rXe}C+!}! z=L&$}-&b7GYYn`|ZmwqqJAynd!*p7~qRp1vKTFVD*D!hi;Fge?5%bO?+5)0JH-DIP ztOYDJu0ON4qy>~f@$l7-&0$q$n(w)t<}k{7vZh`=bLg`Ana+#p&A{CGTGZaBO~JKw z@WT8tO~Iqbyi(meX3)N(B=P2GGw7Ij{At8VQ+O~kcdDiiTOkeebD_nE5U$Gj{06cEO3+G@>==WN^pWgcV(A6t`PseK-puD4h%pye% zNGa&Cyr4%tFeqCo*K(#h%;cT?gc=w|d*sUto3RBBow)#ja;<~gZ zO+Sz}i35k6GA<=nv%(HKHhNFO%^qxc+^B?H>{MXw)c744u@FD&vrH%?8>cS|Kauv5$X$6cqx0*Nm{h^g^!&dkQeKJ^-nu_gj}(66iq3-XlGOK^uyl-Hr8nX~Af|B3vrT-o$C6IvIW? z*N*C|`Mvx?-kyCqb>EfGH77Rf|3n4Z~LZ zUg~`$Nx!Gex!V5&IhQ=a`qR8p(xSz=L#HmkC&&8lEs8PWwk%^ui?omu!Y?QN);n_O zxt6b8_jg1rPu`L=yNM~=P2ZAb>-U_vlv+&kV%FX|Wn4_oX3uKm-1`k#*EwD%c5D&J z;5MY-sMjPqAR}na_CgYucX4K9_A8R~-0b!`-B;p6qN87uNj%O?FUa#VM#1hS1*GvS zlMNAr3J6c%tDVn@NBOcl-kQ(J+3vZm)`dSK11j9t4=l(hWy&e>t;gq+U9+89%Vp(} z=g%8YPISs6i?eeUZo2zaz+XAxDS3YNQTxbOPe`QjaQzcvo~`v!Rr3isZ`;S?{MKBO zR1*8_y?rh@={j8A|3MB>I6k|TT6B)MUb7q$u=90OkEM@^x8qgqPdSfB0$*`-c|f_JAx{c_wB@#(i=;+Pk!E*ZX9wYsK*V-SJL-n*`jrekLaAHt}!$$fel&HtBrGJ^$0iTf{!KFlYXh zTV$AV!NED2+~;Yjdv71eB;GGylm(8>Bqdi)F0fO|BtzDIGO*Zplf)fSX=*m%CW)Q* z^0GmLn`BAgr8i&b4blD~H^`N%(V8QyZjgE-4ySL;y-w1{-|GEy>U9je>lj1T#@(N{ zF77}fmRAzoZY3b>#vxVPzE}>*!waFTlE-aR0do0jCr3fLeT(IxB9;+Ka8oE(lwc@V zG^t`)q6)(BPHG^Qk7~HBt7D0-4lRZ9q8@A!_e>C~A5#qw z%O(vl6zU1?flj`?(2;%gDLW0iaeMJr^xU>9JH&dKk3#L z{^fMeK>1AKdh}{?%+1F{k@KbSAbY2-%dCXj$I}m2>F1FsO}108{etI VzQ$zV!t(ziNjI29gX6|5<=Ua%xV_zyJULGXmL6K+FfkHXuRW)ST4Z s)VvZqpa4)UCy*#Ej4v)J%FIiLX#g3JmQ#{Vk|uVbru4khf}H#k0D5999{>OV From e2b2c9931ffa199587bfa7a195d963b5781b8550 Mon Sep 17 00:00:00 2001 From: "Ryan C. Cooper" Date: Tue, 7 Mar 2017 14:27:43 -0500 Subject: [PATCH 2/2] added lecture 14 and LU pdf --- lecture_14/fx.png | Bin 0 -> 18176 bytes lecture_14/lecture_14.pdf | Bin 0 -> 802343 bytes linear_algebra/LU_suggested.pdf | Bin 0 -> 136092 bytes octave-workspace | Bin 0 -> 1679 bytes 4 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 lecture_14/fx.png create mode 100755 lecture_14/lecture_14.pdf create mode 100644 linear_algebra/LU_suggested.pdf create mode 100644 octave-workspace diff --git a/lecture_14/fx.png b/lecture_14/fx.png new file mode 100644 index 0000000000000000000000000000000000000000..618e565f55fc7102dd800e1962816f0c0453b341 GIT binary patch literal 18176 zcmdUXc|4Wf*Y{DUILgo=Q{mubh-9AU@nj4oLdYCahRj399C1VmAwx-sB4dUmBtwQo z8Ol^4GS9s09KZX0p67jjpXd4e?Q`FsxUPNez4qE``mVKh(dYFvsVG?}5eNj;Ih>jy z0&&n8fjB^*H~>%LR=o1zFVqd3sRshVh$j9|=8)L~qY&ht=XBM{e;ho_aFncs?Po7M z!g{KkcpACcdwN^D+aYw7FX$+%2w*Na+F^99JsmH(xjTCZV9s5)5tK6-W`gmY#PO=` zcGjLwZr3pvoLub?LK0_mt=-Rv2nkDKge7H!MP!78JMc^@2m}UkPEGlO&!a!XH*Z|H zn6b7e`nw@Q`5~6}RL47RVJQw;%2+Y`Geuaf57ac(M@?h4O~jqjQ}Uur1R26#7^-+S zWM3=K$Zpc1x~PqQY;QCbIfhy4t>pN@&W0tFJig1j@x+u8t<__V@4mv(vDD)Abzp5( z*E?@(#A80Ne)nPZP@N|=wWosg&w%=$JQZ%E46p&E_MUb&_!}V*fkYt?A?pMT83IAe zj>f{XF;zSgh6LaU@Jkd83b=<@;7|s>Vid4A_@ycG|D%sGJxj?k>D}Gk=XtSVIBji@ zDsy`pa@d~?7I$-Ls>7xw&Z6?hkMilc&2Dth_^S6A0A z#l1I!Ik5KWSPkXa>ayYMK7TF@#zhnlaoeb6n9pnm$vQy`OYglUe`)0Y;rgL#<}j;-*~1n-&o z74y3t4|<&~B&z7I6=bZjF{C4M3ZbNoM+y|?7wkFCd)ZYBt6OH5u2rM?)zfHI`uyC( zX~i>4bI&34rd*{jU3q9~@NjZKUj=QeMSuKwiac^)@bBJw&D+eqt~AAT>+NLYr#$!f z(u02QQE=D?-1OBHBgPm-eLBm+t@2Z~Rf~5V3d8m zJm*EIkM*8x#ZlfcA(=0DcJ4N7k8!8t1$JAo0@(b$w6F*)#hbYh8SPB3h zjcZ;NL}M{IO|NW#!|K+?v0lB3tlQbyLfZ5iff)10y+fbb-JV`>&$ZG*hx`#MK-;QY zb9)dFIuDd?6|PJ?&Bh8nI(vW9`PBL5H0~C?b25MF7(#YR!iq4;2VO<-%T75sxByF9 zHPBj*V{wVX4_3lFY<;btE>a_`)CH^~6EI{;UaQofgZmh5SQ4!*d|Xm5oNls7c?e5Z zOb+#H9=Rr0CE$9n6H0>{zf!OI&;64UXOnbbknZ8)8^#BUXDY4V2?U56@#nYOLxntm=>)CHJQ z{J2%aC}2WcH}76`Yi@{n+`s4D(U;Hmo)!PL-K#Y67SWMu);sr3Sg?iPd7;qxU-RCt)7>vPh(rmu{eXvmt{mmMCNP~dGr^$CAJ8(FSX#7E1$WTw>-!SEpm4 zVEN?L>+04I7Jss=DdG)_brYx%gC{?4{uq6bIUo$2)?ljmUj4Fq0Cnh;){oW7Q)<9t zn10|SN{MZ{>juwR>m#em2lA(Ako+gAy~b>ccq-;UlRu(me^)MWmPt}LQc_cI!sG@5 zN7-TVwbKR5rh!KqJ}dQpwz%eZg8f86%oz*8#F9IWh0W7ran=4SGcKvsn@7r73-+FM zmE0x^x$N;JWb^4e#&bA=((_+m%rDW~%eYP(6oHWDf9db~1mrx7MOtyL$lQCUSbGSC z#vOC}SXJa|;LusFaQTzLrRj!zP2Dz`x}Z2)5p;+tu)82Ww&6`oKpcIV5o(JvBVcZ07s>I5 zzQw7>#21>k@IFv?C4Q#5#EX1TLZpD<$*j!fr%r`}_LDM#uQSYd=#Jh0fZGvFLkKAg zSZjjkx%ar#8<#g*oilgkfgGAv`$>7lh_83h$=NN%tBq!r2xY#g^5j{*qTtwR1&3VM&+uU2;2+B(d8wK*fO z7Ny4c2_p*_gwCU5cb2c}>%b<9Fz1(w-dkire0cIA)^pu-z$O868!7I!GSk%3Jbg8^ zWgH16nAPivOy>7O$AdVAj#Dm?nc?yburoEIOZ63#kEXPnS}uHh_2x0qZ(K%}ORqh! z3G5u&zKvPvHa{M2x=B7zl1*iWH)-tG#3RSXK{|p*i#B>drK93Cdd?PGtDjJ66#F7< z(#RHrL^bhT<{jL0B$I!4H&17Cy4bPT>!i|~J|1S+*Q+q%%2BFiqQ%ki+$`Se-@duW zxh5d4{-i;EW?yM)p@6e8?j}lJ^17qU&T-dr^#f7q_Efr5n%&z>@M*MOfbDz^cKK4- zAOi}ck*YngymnU!k8J+wDxJs7e!tW(mYpWM+p^oZT>W{yBtpr=VVPiYbMD+QztCC!SUE*sX%%Z_ zgLGk`U-XXrMVy~mBgh6&t{6I1d|2Ga*`)qKD#dY&`A`RJA7L{!yj&MV;Tv5fy#_MJo?S~JMAswF% zi&(>A7wl9krULtmIXt)S(s7b~`?OtQu5ihp{|H1aKh$JqzBJPucJKKusTYNuRW7B% zemoBbwlP{vvaTfPF2yE?p$8)pQSg{*0-1pMA(guFrELB-_v9y*j$|;2sDuzNr}Epj zY#eanQrcxJ&SPBJ-O?x0X;CK0)$ueu%+29Ql!NsS3+j{fMoE5w;@7NcMDCNp!|os5 zpO=g);ln~8&U7}z<`CA43a^iHDCdfkJvO`GD}DnHj(OcSLuAI)q~w1xT7#m@S5X2 zAY^N)e7#T7w7yx5mXj(8|y67#n=)xm2aJLJo7{)QaEDZ|7)2lh42%C5l7%Uj7S$TdlA6n<+?XMz|2Qk;FrRu9GFP2S zwOd4+V9&N={DBxWbfs75CyrD`pz5#K`nKZk+)EXa`4j2 zwb{WO`kJKs_ru3+22#bH9|&5U4r5|v9j@^%MvaGx{rY~;i4U|!x+cHCveXL^lItkL zY^s_F>b@49OOR2HP|2cESXZhFno4mH%UtlQZF}!OU&}}tew2lIBFFSv3r#8^EGVk) z5jUBTvaZF>bX71Vf1>&{(syyh-s5On;*!Y>r&q!pNj7YWli|`|i8gevw-2%=}`lw%l z+C*eU>pwr2j#1p26`j1gIy)#6Up0JvlJkc&F0*TGEavR)&gfok%ee3QkH{~@mZP6O z-T2+}q-lieFoZ<QT8H-<7<)yfC!5b=QPzsa}N; z-CT}RwbzR33y7vg>73LJIEwL7Y&EO6&d1pMRJYgHWx6lFP5sU50l{Qv(4Tm@MVzni zM((-9MmKlha>a<>Oj9(SO4P{62-OJ*F-gf5dB5BYMOv4hue`dU@~vlwcno*$i4=8u z%VMm>7KB6kP$Hj=Uzk_9Pqsy+IXO9LCkqY(;CBn&GMj8q8*hncmv*1{5y>7m(-Cv$ zPM>5~refw_$1H|FM^(o)4`7uB``FK@P2GHiCJ_3>7rM7Q=S&QFa8GpOncPBc);~M0 ze2pG_a|MlxvUS<%>Lcpsqv!ohx!Q_wkha@!{ABKdTImUS#)gzY~TYi|2(+h9@ z$~L+u|7U-Z*`GguQoG73D)@DSpXz7UId*4HP(QAzF{`>!GyLI9?^`t?GE_~EWv6j+ z@&P98TDOO&*1iOp<4>MEkq6;x^D;6@oD%h4oiz|NF1}I}Bu-B`yj|c^?-v|g-_xN< zVPI;?JnyD?2WIh)Vc^`kZ8bSxgGx{m^E@W`un%QO@ngmB{^Yn(p5C9~8p*NGJ6mgO z%gYoTJ-xlo*RJ)|?+km7p5Y_@soLA!;<~aqk*Gfsytm_6bE1BG@gta=$0-XS!@SEhIO#KpTN( zdAAX{%r5W0-{1E48&AGmnfX#PJXblg(ep&RxNh?rsG7R^`)u_X`>qUmr=HyNykb&P z10y3r6Rin<6VKKz_dJsJxVIjuLgcb4uOfYZ^2GM-#})6tfOqhaz5PZI0qZ4G1%k;llgXC$2MpPC zlp3X33SxF{yM0y^@mjsYqjun!;TQFj-K}+ZiUvRgXNv0;oQ-W2c`CjUZStRQ6+C}4 zjxY$A)CKrzM67Dw@bmM#c=2=Q?lR9)Cf7;_m13{2cctU6i`}J{RxK(H8Mi zeOUY#j6QMt^y#q+?{W)Vei;XAc=iozG#%jvbvo@}-)H@(FdOx>kcpa5GI)jPU>8ma3Cn@-Q_PrA^GHJKo(AHZ z&4C^@EY76C_%m7pK70(g(vid6*$ko`y__n=44b1=5I4^D&3sXbI#cEp!UaMv)S)F3 zCoFapg?`mrn3bh3a59D#MZw~U3qhjto!Bm@XPQVoLUW2+a;i0QNM*NsVsSX#rN_@% zxG_I`h*8@-xz!0Br8XGu+s(u9$zbNgT?S5YjT8wb!rT};h`io7_9A{2tW0Qp>-*s< z{bf+r_OB1(pb!}!3XR3W{1^ta2aIY*5&+4zan5L1g} z>kH5_rqlig&~n`oVM0$wScFj;sq&cLbVq(g{fFw5ka1(4sNln5`|NUIj&Y(DDIHYc zK(96+a{=}e;-;u^+?d-Y`-~&Sg8lE2xi0WZulL+tg&P~!3x|#;ZO+}4#p0fqvAXl5WjvsgGjAW0tlu>q0!O(>O)Cy z5yqNPVe*ba&Q=F{h^))4a#jjV6dY4(1mxkI!3D<}?)c!62$_=%Fhhlo9a9CNi%kE0 z4LH-gm&o$PyjDCK!X5!}hjar%E_^~IfUAZ;y_p6Tl|D7)QzzaEtT+ACM2<@Ulm-wM zD2qhlQh>5U9o!1tog0T}i|;fF{O8B<(Gbnvp6I4YNd1OG&^hTT_4~P}gd`zR=&6|g zCe0-?)(~Q>T;v)UhQq0QTzfQk64>1sAhtkuR5dE>lw-5zK9@Hf#||=q@7u_)KTF}K zqy?->>~10#V&g!I5EW!Jx7<(yi+dQ$tq{UTkw8eC>hyWrj)%mvkdebYt!@CK6tu=Q zda>&+EvnRU_x;SXnlI}KN&txLd$w~QN7Gn6ysUq{tky0J$E05xsvmUg@DU?4AO{_w zMF*HGC#GG(_c#F{BR;ALA2x^5M7$-K(!jigJOZIUPC+-%bADD>3X#-!0&yC+^;Bu4f$?jT_=c+@PFLuol zafCySQyr}36iV#mZP(*i9Mc^ZmIil<1l*zi;-WYtO4UI1ph*HTh&y+{Q_Za2UgfO{ z&>Lq@MYV9O1olMhm_pCwJ>U!6o_V^yiBth^wQ z*>)%h!>!016fy>oMJ-eY?~bZ;nKZC9A4!1Bi>G7fMM+~uQ8FiKpeEP!K4z&@biEZ( z_$*t9|8msqY^`1tq~d12KoaG(i^D4nO#KO9{>!l1u=t}5&nXh37Pds%c{0-%Wa7Hz<5eS>z%I;a0Fb{)C;l|-BsO#mqv^MlDl-6~ifcA2oLRn4z!11Q*G zF6=NA3a(*Joo6)qgSt9m5Hg`!i#-VT3jHLx?_0JXtY0%I!3F00j$JV|H0_aRn6V_ za%S|z+Uoo$gxW$3*-;G-54XeEM=W<}+4j=_x=KD{&52KYHc7BM&3o1&W zUAMUY_`5_S`ELFBx&krk=`XKeza|H7AGo>vHk3TmZ<=p%DoZtzg@vX4#N$)&ZG%bM zhsf^DyS4#+Q-5*S6mMz5$MWZ}IG&p}D!7U0c%F*jPuJWc}{uOq+Jitv}VC zzwi0JD`WerbRY^GYgVt@BSFOn3`KqsbMX>W%g8E#Fx}k-9BQVfrWY?>Y$|}lj%l@L zKJ8UcPtW<0TJG4cR58X}$Ac)PU#lnbl)hy{##gMs;n%LCTbv#t>-;akZRcNP`c5%- zIJ~)1?7lGKKOe5b5vpN-6QuE&H++fF$@>^@__(MlfyMofalje))*HU%(a$)^%zR8G zH!n|d`IBmDS5k6vUS8f2j_X5}H&=aMP~4BmAiqVA-ZTj=i}t%${W^AOP{iQ?{VC1B2)WBL-Y=P{jKrS%sd{RimhD= zTRK$_<^9V$ZLU|;)M@=$4sGSao@c1N_KT-X8Oy&7rMUl(M2G+ zr2iWji=Wx6nvrecZVguvh^<^<6vh=xA}&8gEj;Y}n1@tWyUdcgO4$-Pr7!A_n7Xli zdKC`we$1OUa_KFUlyzrMY|quq8!B)^LGCwk@@g;bs)rJ~^W;$gPEIrS5zA{7kvzm= zCAOg(W$4t))%@){Q;_)OS_vq3=15iFv+v10*Y^G&Xaca7X>?;YN?W?U*&y!PiYITp z`%yu}uikAO>SI@1YfKM{BLDGHaAdFI&#s_rs}$`&ej%AhcBSOx3YSdQFYf%gXH&bl zx3|2#=WWGlQ~IcLBrA`_kMp{OF=JO29X2FvXnMNXZKl@=HCXvd>MP$j+>6cl&GMik z3(H{x@A;FF-sac%MEsGk*;lhf91{cR?YG>mjYYdj&Y{aEuXR`)oK6d+z? z28o4Z4M@lhL3ra9Scds}5G0~o@3X2Q=&ri#(>E_urL8nQJpU(%!wGW8nqJGIsnzFW zpCZD9kSGPn(76!_$yZWwqSaKs@UC(|7_}x(Ygt)Y3wyA6)%9!FdIE?bpzZzi=YqS; z_m4XXT9=lQVN924x*1elTxV?5WvjsDM8|&u#`1;z^{W+3)~2`#5V_WWP2){<@LtfQ z+U)Z3a%w6IU9-cnX?!MbM7l zq#pp5G)cF)xw+k`G&j8rxhjBtkRwv{b=uinxnA+@jkT8UQsjjPC1kny-86~%#Qxog^%@qZL!mu@(8*ig%>N{xo^sGdjF10I_im|6VA{<4_~}mNL63>bBb&=dH3h&65~k1+ zV6<8v_a_#dw93ik0w;NKS7CZEaMftfAT!7yVR7{C6KoUb@GM!wbCbryn5r`$k3gDq zx?*dA91k&YhsBO~#t_7|HO6-#PX1DHSM*0)oA{UtUJc*pK?qnz5OhI!)GhieH}awU zeNV)7P|kg5$^SH^=!t@#-)8mi0t(|i23C8z>neywYkq&C8H99pY*37@hkCSxwENI3 z??XSeY#6+)IO?|3%nBd%~- zw<#)(1;up0qx#a<&>Oc_N3|OR_b(wAVc{^U_xHTVeM* zNaZ%&J>`OsIB)RqBK$X=;EYnPran?=;A?13M}d-K#rk6dY|wL?IgFel<{})*N%&%3=Qen|uT1TWZt9Z&%Q_ z4$%=1v+5rbILmX)`x@U%{*Z0MPSVu3x6!Ih?1-CQ*`C>g^`K-QT#MUom;-T5t=~Ns zLeHVhNp0}FWP@eCe6pp5?O%HdT-`x@Y5tfck2a)-Vh4 zoImB+YBdBAJ9P@JU2IB)`i&5X8{BB@)t*8v0tgG@y9o?ds}1WwLf=lDI=*SWPh3nT zYO%@_I(Qnga0I5zDFd-~Xx$->jMbMX|1fBZKu9s8(Bo0=^c@05hrv zAk;9*S5NBlh;Obx6oIZE3}EnOHPc3WI^y&i_%Jq514IZ53hmc-ap0sne2XJ|dS@U8 zO)htl(a%yZI9MN%AT|o2v7XQqfd!pFC=oDOp|BamW2n`+0^Z_K+c1~eAC&Dl$8vtu zmKxTgKx4BFx|I73RbkdJS}e}7NAAwkNAHfpg0xT|(@oXv79xjUC3<-EN$yT_QUW-4 zfY@2e!!3~-V?b>zG8&f}81SqSb^=8wHN&+9DCB?VWr5Bn4ZIrmu7ZL#Xd(ikh*2KX zEZbVYK@S~1OrgkV_U_s7cia#y2m$<4RAFa_pP>IEC`>^Cfv^I#+kOmr^uR>oHfV3d z_>&iPl^_w+(*lh|z_c;)%W0UD5a^mpz!BEj0s~;%vH#_#E4?3DMOZf1fo3@10R7r9 zUE(T4o^bpchb@mm$&FTp$TZT|V!!QaFw_uEt}l#VD!#(X!~`itX=!OYJ3A+*=*aJo zNt2P0nX`e^F{kBwbRRH>449MsQU^a&9}H!Nci+E%A4n5*=nR;v`q}@&B5lB*O~%s^ z63^obtE=DK&YG1AygX}-nwB8oiMzzeIAdEGp?LC+M)AUEJtXQQ%Zke=WpR!cFM+3brEG!x=InSOg z&dtSsE$|-py3{!Dg1Y<c9eAIdJ>a}AyF+$74YZ`i%pT$-W=-!{w6(Q0E(p7Hq>4kdbX)~uow?zf zFJTL&>?AI}f#m)F6q0jkia#&;O=SNvE*+zvAtx;&0#!JD{or3&kz$#AXV2>E>oclA z{5?K9SQ-)6#ZV@pEJ9>7alGQ*w#Q^P?C-LsM)JqkH-0om{XCWf-7PEJIMPW68eZxN zSRHg|dkN4I;HFQEx(>zbwQy`RP#p+9CA4sEK)z>S&nHR#hjDPs>!QjPx3HhsUsN#NH%K7ZfV-H2N zJiYYAjR2LX{{DU+y4(xa26Sl{G6W>Syl=HMYk8n;_4T_Vs7{Dkey#QQ_VulDXT4%t z=d+OASrcx_S`#kJml3e|0jfai6gOuFUQX1N9+hgR1@NFTt(E$BwdKbT>-3h!;%T>J z9i?;UqTP=jJ$(P&ao14N4jbE3LYIByYP{$B1Nes6%qd=4y~T%;(@=5Mg8m3a|F=pA5X5a!X}Ia0~AIfQ)nM@f|Yd#vhrLR`VamJ zM?)z>Z^7WkLkmd|(ciyjN))OPTD_USd-Kj-F5|5__-k&?Sa9gN zxBExW_V>iIwBpRwQ-^X;yy9-9`*2@h?nZltynj**wB;38QiZEX?wuYf9vK}i_FOuq za>3ZRdFz{9^FJRFR49tS6bP_q%6MG^{Cli;ZnWO=H)T>r#uX!@oZUb3bz9fZ5&wMH zSsP_v=;6r>Slr#3*K}6d1zCgw>@8bcHQyzutoV%uGx&ZYT1=g=S=RSUi;Mlmmh~P# z^*EZ!UBA_>j}Zy#N|WsRxx^~xQ}X)tMPCPeF0rWlKv-1A~`PXBjMY z&`%ZPqo<^zrY^6jfWj7bdqVqctr!$fvAbD1Bq6rqwACl5L{(Q;$1t8ftv(1HnLqlN zj4xh%eSNsPX(Yhbb^_{wP&w!i_&n)e3nh{A%n*8_??fz=DBibmwq2;DiutrAJ0pgy)TB70WX!*4H(sjfJqN0 z3Q0p#!oU5AHH;)e&}Zc^4WH ze$!vp9)Kh`B18?A$~MYLmVyurfjNf7X`a_tq9i)<5VZsh>up`)<7gZq4w`wutUwt- z^Sm3raA6{q7$sO8#NxJkhmap2)I#8xP(8b1lFHEE$fQVoNdqr!NK^=-b9Y{ns9;3( zOzl$?NJ>^SXCot4G7R2?0=O+HY++;o3ZFW@ z49tBi)cr}5+QOu?q)D}a4qPqj)f=H+Qlw%AL{gF7JWs&;`5Tp~o=2`PgqqhIBugK9AZ;Lts=g5reF_!V?`iXItt9lv>`x*egE0Bnb z1t!uEi9y&9Fn>ac3pFsoAy^S-5ju?O;U*0`s){c|k%qm4?c+(qgs`}@{b5H@J=FWN zso~2Gl7?{s*$s;Hv6cH21A}BgozAf)l9Nk`>RAMgyM4P=x^=ON6eV2XP`;co#f_UH zau{O#Gx4M)tRSvYl7YlT)_EL7!h;9U9MaC#xxP=52A&>D?Q(#Ip)~;fz6Urw=qj1q zeSWb39$L>0T+JFmrf8C!o7R7B%*LIpZGu2?;ZYsUBGhG%c?-OBXYC&nr@fh%EtGhL z7#%)&qyS~ihmhVHdmp2%r8U)=Zf0x@mZuy_m!;&#`9biYtJ+8dIQQt?ZAWO(`+b&nVy65O%4BQvviABFy- zAm4ehxPqR4DTojP)$<$_#E>Y{M?sQL@13`0XWu_Csakg1Y3Q=fcgs)=Rxq6}zNqnz z7~1D&Z=?^uoK3-OZEgAc`H5LB`pALXI2_9nZEeuOPH}A+o%!+P{~h?UCj<2=FVEp! z1Xb$UKO?m@Z{7@jU%;l{V%BB&$qf7BDxvAQ7x#Q~9n#x|Q4j>jT6am~;#*4n*RFRY zGYFbH{3(ypDH_aZN>CaVW zS@d7<|SU@aDVF9B0@n>38=KMy-V8kVbqFGG-q z<-=?tq+zE)r1oc{L>b;%MuQK1#i865M|uerw83uelL$m>1d>md^d&$~J5AztF(=Tu zefvbJ;geWMN)m=67=o>b9nhi-L2_U+D4A*9B~7M+#rYZ#MRNkiCs)UEE6Rq70DvO$ z?G2<&HcXo|;Wq{Nt&H-eDG^OgaVcxHfyMm@U1~jTFx$g;Bp=`2`H7nYc%pz{$kDmE z&~wc>_lZa)4i9fhR5~SKPN|cqJcG`SB~fXsflo@PPOhZIlc)hMGCO(Ub7NtdR``yq z%@I5!6x~F!NsnTYe5|BL6F5Ro7V!}-?%zIQghHEO4&T0#5GYWFf+Ux)RQiSf0*rDSp2Sh8*qNRuu2u*;J3`vVML0KQ zX3)nHaM|>{M0sQYQV!Sw!fsIM>0nbD($LgY%_7ipo;lMo>8?9bq>}Xs8doagtIS`N zmGx=3lI96F!6=VFrw%kZFbbMWc}%rKbVz>qaMBjwwXe|mpf<7rI4w=Wm1XT^#b}WK z;43@24V7^cS52a3QLl=M{y?*qq(42MCW#)}LAr?|vkK0+O7j;c4>HE@B`05kI>VpO zHFMScRhEMLBwi-PTc)MxnvtS<>eE zIsNhGFRv0UZ9AL#HIm>JhF@2h$|0Vm2}COaB&IoYD5u7fm?r&dK2$8C>!<(1d&WS8 zQ2@DRPQ6n^)U><(FSMAy+e7;3BZo32hZ+Dlef@ZMc{#a&jm1d_fqi~+B!fAzSGP|yDd0p$)I z4OfBMO~6c1h2A46j<8>U{tTB`t9p2N+-X)KG4CW~!U6q2XO_sA{pHJFp*v>n&$qR2 zqr108>jG7x{%vQL;%YK+8&=0tM+aFyK0*$TjB+`FxALBx+NeKH`Xbw9q=Sc^ zGJNf9gsejIvwA=lQ(R%s3JY}>TS)@)z-~#p719Y6xx_yc04(BtekbZH`0nkjff`J? zLCk*k%L@zHe{efgIuaEmNJ^k?YDMk7?|6E>v_dsFpqY*bAP4(DS6a5dT>&Wi`I2Q( zadGjpXC`Hi-GI}Hpq4WHFgf|RZ{OliN~41opCn&Ng+xl&-buwVXsovroAi)A24Rm$ z$RYGZ0+(h|RRaa_aNQ@h){||zO5=uGTU$xELZNWu`Nv7WjmcyqVY1)so5q2niq2X+ z^?)pudIkfIo3%it=fPRajD)P(6(M=~T0rpn!J9^>$8sK%G+c&DwE5zXU}kZ z7gXW?2Hcx^N%U5-(^^Jyf?!&7#)Dca_hh(gY7o#Vg=V2Tn!Z5j;f@5F1Rq$d-)v-^r{}lpb!P)YXCZQr=sMJZ5 zkfC#Lk_N9T;l-#)ld$0k%_Lhsa1hlaMIzB3qs$UX+8n@%P}1gHLXl3iE6Ch^KGC6i zFq-~cM_%qrn>t=BO7X926DuiSsh)tL>d8+HCAkq3dQ=ZZDrD=3Xn+9*;)8kJQD*xL zi$OXeS9~K#YtC>gvnU5<0Ok(yf;~UJ&U57-4*(!SM;biJi(FF7ULuILZF5TQw$&95 zB07k3%J6z$5#dG{q5)bK`0@mEK6G&^KevXPgKOy7fAvF76*S!m+uCOc zz>63%hrCa~810{@B0MG;<^dX%$m@M(sp56ckT|(Rz!*i5IHQeir6+!^*94~vS4(uV za%vO82cQN(0tiI>#y3F|aN=epF-ir{2E!{B_Zf{qiClzE5NYrW1hkB&oPOj$fk4dO`QLs*kG8K@Z4$4;AsXN``4;}f`u9najs}idCpyi@ zUTtW9&nK|0N$bY1?{pBoWC;~qG921=nmCCiNrD89@FDL-BLfjoAWm>7b7!vlMv#7~ z!N4z@a;hXAq!TcS`uiu9o|`6*Fa=e7|8r?)@@()1RMqAy$Kx`0W*xL22z+SQv7I9< z5p&A5((=ly%gfsvUBTDg-0A~1UTuCRXY;Xw1nK+t?{C)fkOF0Y4=6oD*TM6Gg0;Ef z0%rDbTDTc%294oh-e>3YGeYP|^!VRgK55HKZzu?@m+Zb12~V_>tB0>AfAoT^4p{e! z^76x>${bBlGIVHv_!6R8lMy2e4K7~dS*?x{3!YGiUo8$=DX`pKOg4I|!|WdnK3QLW z<$|m0AMhPvv~G19Q)hz~jwF8+pF07;7U^4w@n08bp_gNCJ$}ywn&s63EQY+G`*JCY#mVpN>_EcB;05EE%VKj& zq(J%~0qt9YEHgjjp+kqD-E~}Ho+x@eie@<)5Frxf-hfrwJr|NZRS>9n2-K?&x8*$| z;R#tR&K07TfikB=_njs>eYy4Tq2s#@!I;X)ZalPmsasFwx*fj1pE6io`d4lCcfiW$ zOGGwE2?=4sDj_We%x2U+yYLdWR+qA{WM*Wq!@PYJuBYZRa|19Lg=}jF8y@xFP?b!* zBrU~-OP4I)_!v;U^jR1S-l_<$8IO}S6wv}jaDMeOKLYZ&CnQ`x1vr6JOioUA2iag~ zf&WEl_MaVTYmtiEx7R^aXm1A+6e*Ag#Kpy-6ILY(kHgC57XAg2Xs z%ha=H%qxXtWz7N=X(@bauT1`Gl=hf{#8dktY0=j?V5myC{kdCxsAy;uSNe>!0z7Mm z=ie;F?ZS;!1cJxrxY<#7vo%|)74T-MQ+98?1$u%YcJ!2zR}R`)`BJ~TQhYz>2z=7% zJ>ttFDfwkq8D8T$x>1X1AXgo3K>)R#IGSRaMWNY8KLA!_O3qnR29ZnC)zxiV+1^-! z#+ag|zkzGRKUe(jGBJQz9GV@Z5z&C&+aJ!EU5rHmX2Q@#(H9RJZ#ZzW_6~%xAxJ5| zJ!r|f%%Z5HA`{@F zav2=%!bU*w#z)IK=#{M)F|2;R?&$6Oz+%Hz1{W@s5Q6 znBc>F#D5o{z_=FTFp!XlyKQRNR%{LFYB?ymjLfw*tB?{%pu!ywFanSRSzKD$3EI1T zkQ_vtCrrxo*C%N3wzzc3VOr>iIWWb&EdwH6xR}8eFZasxw_(M%Kkil6LBF8+3lig2 zLcC!Eka>qwhFbzo(^hcPPp9tRN9*GL=WmGB6Z^g%o4bwHL13a)B`7FJ1QqgYLrY(s zi%}fJPOSl(_>L6Oma^N8gX@38CZNS*r@(S&I=Oy(GKtTqdBn2ZWe{#%UoJmq&yXg$hlpZt$2EefFabUb?dC7m^h(!_0IZ^#hO z1?(M!`U01St*>0U0+lY{Oc?FHxicwuNqKotjOEb7kdE+wf5qiWJ{clx*z1eMrYrxQ zm>AI4JoDh)jh_)m+jOwFhAC(d`CqC)G>BQwH%EABDIUtA4-#+PAKBwICxRhz$A8K| zWQdzpek;%2e}qv@5+_youQytV(G^Z9ICw8b)FEj`J%%AgmWeb|&CT%$cj3TIPhzzp zB9k1^H20@s)L4*`l2S`syMr|r`ny9qhTr%aRY603uW#Yw$4XV}|LTP*N#@dw3ro{? z9eFc2^cL!xr~&gzgCzh+o@{9{UeDc?&qyGeCL6<#0Pr(>k?AuQ4P~`YLkq;A5J*0T zmi_5Lhs=wsdqWU&udJ-t$G2iU>Eka32L}U)n$l*Ahx-&Q-xmoT!ZO#nNT9e|BtCW98VtA4R>6UVjw3!Eyob#1y^18 z*y#`^mis1j@rN|jtQ5C@(0C8sj2sLVp-!ZN!>mxGrlFaE@fU+@um~lJV-(11*RE}D zZidl-L8 z1K>+{504JEBqxxC9pBn3b_<(*`9}V0b9a5bU>jO_&;MzYB1iOWLB~_jQrhSvg}}=c z!ZyvZa7jc~8t%pgxo@qymbO?)o{+qL^l<18%gq3VCmL`6+&XJgf(aO%bpJC{)f=|( zHUT;=8-qtPKwAEDeMTq%{Y7zaNwL_hqVtV#<8RRZ_K|?4j=v(E|IJxE@O_qht`3AV zHa7Ozye08|(tZ9PmOWlH8W333KpD<3Y540`7QMUH#GXsdhcPtztuC{cdYMoQ+VEt% z)i`R1#(t-ly*0~w=8UVOA-$<+9`BwjAodrP)cQ(Nfjj4hP5dR{U8~#7}7f!nN4y87Cy16>!JO|Pd=hXGo JUZ_~%{||j{Gj#v} literal 0 HcmV?d00001 diff --git a/lecture_14/lecture_14.pdf b/lecture_14/lecture_14.pdf new file mode 100755 index 0000000000000000000000000000000000000000..8c74cc60d41826bc4766cddeeed23897ff3d1c1a GIT binary patch literal 802343 zcmV(-K-|A2P((&8F)lO;CFJAJ(h4&mFd%PYY6?6&FHB`_XLM*FG$1e_QVK6dX>4?5 zaxX?~VRU6gWn*t-WePq%3UhRFWnpa!c%1CL%dckJlHGMA_ihIe1qchI-Jk)DO3(MB zYvHm52vp^ZOdnxO*4apy1`>Zg@f#!7mpg6lEem~HLZwpaR_2LZ-&*q-GiJny5%r_Q z|JC^48SUeL{rp3f;4l40{P#cp;~)OAmh$n(|N9UB7ex4#M5Kl|;U#Gilj+yD6A z{PAD^*{1xd_SL_&eRI_x=i}7&=i2xe|6jk~{?_l0b$+zJWr)ge|7{G;U;Xyq|Mm}l z`;UM7hrj&?@#lXMfBTEy{^6H~Wh?5(U*3PaW&f5e8rJ_kCa(P$AN%$ncQ&`|c@6*n zXS@DEwCF$l?Z5c#zx?e#{p~-G|N5_fE3a1lnI$>)$BO@b75(K;S^2SAKmLdO`_F%j z_7B=$Klnejf0zAnVki71fB856+aLbr|BLKjeEjc!s6STeEkEeL|K*-P`nc_*mcDqQ`9*qrA-w5XVaqk`6uXmo0 z=utguNmPE^*o^l_z4xSGO@4NNoIdI!ibj3JpQF7*d(DpMo}p%r8t;fs#Giehn%|o% zeh{L)d&^d}vM-`Gx|%TKhkIP!HJ92s=a1TFRU3u`Hzp%SI|RM%oddP!RXgL;9=r2n z95?;8svqw9V~)0YcQjM&+_8eoatqcRDY`KuAvyc1O}jI_(V6~Z%$}0g@Aw!qK63Nj zCnjW^Xp^6b2CQgsbm$hpd5s@sw)qh~ithI8%Q`VmGakNOO`0*0_kN&sYV`=jP_J8K zZT;AH-yFFU1N^b}kF_ox{^##mxUp=PHqMEm-0gnMSfM9c7Ay4ZA9u&N#rm4ZEA*@% zyWWmy)RmIb`;g?gu_t=e=H^w+vwWg`(ZG)x%d&XX?~hW?`3RNLch#is9di>4X2lAx z!{fdflz2*wOG(Vbj(%*f^i4lw{x&n}rLaSPp3**IW^3;^8&FpCE<}q>;8xCVQCayE zJ7M#+)0ZB)(e)V*EjG>72k(eAw>z^Ff7BFd?Zh0G)^>_w10H(Zb9aZ{+%0;~gwL__ z^(!_CBUQYYFAW`9Mtc9M4ekRk?YN!(Q2J7f(iL@Hp0+k-3R*D)`dHd$& zcUC{N?C;vm^Enz<%o#(EE>K*L@;1JSvm9ue)Xeuou<+Tzfv?WSbx*nuG$=k!NZ zo1Usox5q7hV=M;NQpN9z%tahS#4_w({tomHYWYql!7-w}oSc|^C=&N6L# zuI%C5^+ShSv4mbsbug5jhc5ZI8oyhf&4Rf2~TcKt_1= zSd47g=JO%WPL9ry#7#k?ayp0ALUcm2WLIR2VS2Xu-jlNGp4#KQX)y^5V2zf?dWh>o zobV@2FsN}ttXjT53!;WD|_EYDM?pXuc$t=9`@Ytssht3XT9 zXddZX_K_&oh&FAA!dQ@Kq3WgM%9Y(f>&J*4#;Uwql31rT7DSxj*A`Fb91IzvII#69 zU3O5H1wAlQbXYH#Sl+a~#r~gLZ;zJN6je-4E~;hs{NbK_G5T|~P(uxb%@bWiv0K-N z+T;g1`{%sb_Pb+q#pGe9zIATp1L#amnKFvC=VNZ8D_r(MQes$XMhrpdOC9#HKQ;ET zp~L975?$Q|y7tM`0@%a-j^%MMBpE}g(Ae-X(3sqDtr=Ahajm$aLb++=;2_f2$1$tJ zgx^)!E*N5-pb*U(Y6b;8Wr)QfgmR3X$)IxcqzPE*><`pUHk7Ms99!(Z?T7SMULK}W z&CXQce!7%fX!4jG7H;Kgw^G!(Qppn3*^H=grHbK+MY^70*)fiK`g-u9#ba0n)*Pwm zX=p0hQ>D34o%`>%n7~zjmbmD|#tAjj;^YbQASQprHlzJXtI;|ep$L5x6+;#P1a6qmU6RqXq7nFV##b>#_37S;QE%^ag|@GbAz36KH3h^ zW{sO~>@3}wp9Ob0nU_TEx=S%VW%+aq1JO^(rr);Kb#9E%r>*pFvEQrQQX?j?afu02 zw46oJnA^UuUln?@ z*i#UPj(@l?!E`4cOEWicMxm%VA>z7~qJcLn_J62~DG~c%$}>=XX1{TGmWL;-tB#W? z42(EpH9P~WwSM%9qu^=CUh&t4Z_1((KfG~-wu94SNfcVRhuIyXI;FD*UZEI_#sbxd z#Y_*r7m^l}AW>}mP}%IqUgw*Sob6u5ZW^e%*D8)%W7st;?BWBK_H$5#IT5oNGvKyy zJ<>~Y)7`Jl9V;}-dh?n+ZmxFt@C|HBNpjiYZpq2x^J0vNJtKX9iHIbOAC9wFLSaRp zudS73u-@BPU5SQWyh}Ga7DO~w?XEh?nlB$CR8*+pj;fkRPA)`~Qwk?nm#au3?9PSD zbNGiC0I^v)g?E2`xbD==Nw1RK~LSO#S*%!rYKCyiD=ljizx1lQYFo{tVGqXs_wbo9^-=TwDMJ9gWMq_p>OZ} zi|tXTZ$MJ^<5pjIV_>%xJLm4K9@jGbyUyrKREq4dar3gt6@Gf!E_Nq#^c|zG%SG%N zJeb?wg=phvh_L=}OW;qFeLlmkU)=dvKX*zJId#KtIQO2t{u4Zy@2&@EO72{)vwmN)n-19Zp;$KB0k@R4@Ead^=0CR2}QMK zug@B9Ct@KJ+I^|62uB`F%}_eHkzvrfM|J$LZV>9 z?nL?Y)NS_k?}JUJr^0%3bfe)+>=G?`FbL<=Rfk172#7W;eAX5@;t{u@73RW8Cq1Hz z=V>8|+oc=_1s!(v!?>i$)e=UOL&t9vqU8u< ztg4s_+QlhvA90xY1Wg#h$FnR?yiWo@!%_{sq*0cA8J6phsvnglW#3o|C^#K6=`0On z?#A9eSR3PU8iujnBytE4ui=^bRI`sIrm#=HYjp)Lae^MMbs_3?TZ9ufwi#}&R_t&h z?ppP(SXpw;;CVdE*T7J;2nSxw03rvw!j6t9ynbpOyV!`owG`PQ9CxNzSt;_nE)LNc z0g3F0zj!}lV_Rew4&mQ(Q)G8gs903=$@}W>c0kq8G+#t9(Tyv?S5a)R6R-U$;@-1= zc~{&}4=&8FB95S^^%jLujt}OmghT#U5drErAT+4MKAb^_&*R*eZ>n*e?!$)S2=P^w zvknI<(>TWCIB42qAv!X)?3$UH#_cdq$3@bn-W8V~U9)4q##Cu}*J}S(?AIHo8=@FG zc|kT8gD`s#UEir=yAnBM>DnVjq;)K>@7a9Q$3ZZz*Y}6-mc8V!mi=Tn`KC2ZsCij4 zh0x&Dwz&3W4^AcG306K5>Cn5{KsG8iRbbqfcH3@mG|or*5@<*;pa0 zqfiMpj0msbV#NtC^MZ&chM9W=V{`yL~!DED>9imfw z$HRmU{fOwEVNtZJkM@CIWi(rxEp%d>lya%>nbu}(`GIK7v|JD7PnYP`jIV6Lx69aqPy}NHpbCoWMg)^eiO1NJ(+(o>0n& zju+RAD`>&&<_J2nQQmYA|Mh!b^Z%ch7)dt%B;E+)f;C*@eHcJt0CI*S7@VWBdqToQ zSDZdJO$p$HDO@}LM$ZZEx43;Es>9Yd8g%GQC+)0*Lx`7$`8d5Sw!(Y@0eQX;*5C&~ zmhrqf_Coyt?Gly^B5n^mlnS7rYfuQm1l-p(l=QT(e#xU44In;cdo3<=o68lVYG4s) z9JC5Q99x>0IAM=n!WXx9(3XXNqFK>}s;#%z#t7&*%{wIhHKoE=bDI2M=+Niip1INP0Yr`kft`Z?r$<{HxEMgU@P<#X2l_4YDa) z=j8=5vAjt3l)vHri$cU8`x3LdNKh~bAGAi|H@%okWdXg-Fq zE?sFaE3Q^YGiwLT`uPyI?u zFE^n_1ZYpUhoRP$ejlJ@8L?Q=j3IZ=7GZgH_8LwZO>ehKEj2rg*^_a%>l&umi2IS@ zjqp^Q{`?e&lZL(IZx`X2Xq)ULUp9OCCXwx8JZM+9re&>IcJbqE$(kM9w0({0B`}AV z#UNhXn%b9v4hCS|mYd2qM>;78f$^wP4E(dgZ5o~FP0DYVmIYe0JEOGyT2Y|vg7;JfmAK@d78QrCX9dk%1w65@&Intv7_pd2<-9%O#EL;x@GCN~`EoNTV=D=-IIv8Xzl3`!eM>fi; zTHmpSp5G2GWjaXGy(Afj6-G^>KOI%B+E=T*;8LNYqiga~RD)=6e#DmLBrA!0yV%qm zOszkmd!D;me68Vo+$oENyZxN+k$|Qa-fg}yry;B-4)#^umS$w=Q5befB$sCX6mK)? zVa)w}qED>41{~d(JE4=0_f;55dLPaNycitjaYXHuO?(#|`e)mNc2Vkdtzvf=x_CLk z&=2?rR(^w9?e%w0`j@y4Yosp&5LG*Fux=GhBx= z3gio}*?JZI22d1tfEWNkQ%)4Mq_JcXOCRGIANJyj1yH8o=ttRb(VEvQE!%0Pj;DRMf=t6s<=8J+ejE!x<6l zc?=XSX$#FLRb-b@bZW{AWOZ+j)7sfHTm)!aA!oA5y8c@uwUxhBC~wH3oV&OiaUOxK zXG6|wzZOvkR1w;?EyIGa;y|@nF zv)G=D?WdNEVt}}EE5^7f8&^91;sjdHbD$QKsxo)JPI%)g+`i#Qz!pF-FeqWJJbp`o zkQE$fR2%KtKiJ?%5#Fm8yCDn5HCm*Z4tcxQ)sLWc$2o=Tzl9;m})W& z+BqqU6YpqYRGat0dv!D`vRe!%L;bJ_`0bbvdaM;x(&Bn+D3FlKy8ENijdhCm3Bjsk z^CZ+P{VatWhaP)-Otl*)WQ;IN zL(%gqRNn^1&?L)6x=WrJK-6rUbb$}s^iOj{w_poiRmD*C*vP~phql_OFWK37_Fbpp zAe&t58L8N>JKuNCx?c1)c91n+5CILic_^0Vz0t3gh!E~F6)};GDkA_3YM#%o?!^Kc z;VxUyqk9o7!o$s$NMhnaHsDQ3a*E0K*>z-T|U6>4C?{e%fd#KK} zA|RXr+KO?C!}z9bEtz7|=~yYV-HFS_I*zO>k_M5*rO*(&SQhxhyy?e-%!?Ulk{x4V z1fW~n&y_q}2pQGtl^mvreoO9C87-G>MkVm}>bX=bZynL~pd}me!1@y_I|xBmomL5l z|6Q^z14Dj81vG#D_B+sH-MFfk!E)_IqIvPPlNZyLxRNpnq%>Kc(nN1pkFi)PxZtPIc?vi35E))lxkB#aePz4tz53G#4@UPxrkN3U+iJ%^2dmV2;4s;S$k!8j( z$k8&3)$7gZAVF*eYPh`EdSDEM8vPaK4At9l#HIk=hyBqmT z02x0GjXTZJ=#BBMMH{O(k&ZiccKwc&qT$Q~;>dT-pT4|L1(IWrUfXOVQGPLaUAD*| z(DLC(a%)(MHcu4BtJAQ4n{f{Ja^8&dbDg}k7sJ>^1Lj|5+^0~1r^)~Xw@@BL-oR|G zU}f8x+2Z2!h9k|PZYR)MDJu>Btxc9$IA=o3xvgskqRoUg<@*QKHRNECOdfo49c{}a zt6K|WI{PbS>^%07vGa(^Sv`G^&r_W%szX+Q4j z`Z`16`DPaz&sANah!LIgg7Qg0@!n?WCjShqOn3jpfr4=F%Wi`(z1>;1vVL1JZ}c1& zP_V@G;`ST>;vlFuqNIs+Li>hb-~=&_sOQc;HtaYi%qkOJoWJ+C5;D zK#ZXR_dhcPk#+f4d8~Sw92C#;Pp9BUSXhj&=Wuj-5g$RT zkN5R7&J>?D&Iwv~b0=QN1`b~>@xK1Z&e^tHLK)YTt@2nT&TK|DN4IfQ9#BOE%Q`eD zHQ~%)h;-(0_UROyP*LE4c2n}F2{`wljQ4t7hwe#>o5LtJ12VsPp^itdd2iQbtlHUk z*RrEFBeS|ALtmly(D5;klA$UL1u0kw%eLUH^4KDa8~D};EUT0StXv+G7=qQ>^IKWz z;(M`Ks^4y{DSjZA;EIz*q$Qs5>9(x6u`oj$>tMJWAX^!!P5SYDv#GE9-g*+3zBsZM z4plpM(dBaQueJ#JUyao&Qf12li#%!EUGf8Qif$2~?B}W8+}mP+Br^GZqTy|&XrsYm z>Fvc*K9Z63z;zGW79X{X46DHekLH#=&Eu59adUHP&c z2UwzJ3v_4~#9bskCTJQbvLaJDQ|UnGU5pFZy_U+$G@9F0vX3IN>uP;>8=GN z(l;lvX63c!xud|%ceu!=E~slKe&%%v{*=s4dNP*mq(?SAE}$M|zv;JK5f1YG-4A3- z3oR6{eFzI;pCOGtAuRKA9pB~fH|$JYJI#JM5sXV(bd8>IQLOSWu7?(*|oYPHP2K*A@8|vOfO6}$Du*v1H z>&m{sVFBU+vAit%ke1@+(>_Fmma&aOf zERIRc0blYtA-lT6aJ9S__c3*S-v7=e<1=L48DDJ5X8810URIhXeGAR7LAKSLw%gRc z9Y@X}hs|13X$l+Gq$hb!Wh(A{T$2~EQ6yQVaAH~$zjj9 zBuq$c)@|`8`u>e$rCaKDe732-gE&)+RTEm%M?$sxbQ3iOsV}&Pp-5X?MfHBuTloIdj#<9UJfli<$vlu5v z42aZ#))eD4no8H@5TOc9<%ZV|L~v{PFzy4K8bH)VaAk;stWff{Njj=EKZ}JJv)n*E z+eIj+6*<(6t7$^zUSyEpk#RPSB7K|sitHihBoR4I zGgN7{{{&280ZBqqXLDY*s7B#_LcMMid||!Z1+NWmFel+5J5bg(5Z47NRby&L{}xf%7P(`h`6q|2{C z_G(h*qF){~2p--2aD)~;y<3(+$Dc0VCEWB}a}O#_?#I#DH&>~9W9a_C59Yy;EF z9C1|{=pL%OOk7uS3uqHy44J5|UJ`Ap&fV+0?)C(vU&r%Xhtycw=|lw9kD_*;UqobK z8RZJO7Gwu-Cw9}ziVhLKKirJ-{-j9cEy!+C3=;o8k}WP$Bj0z)>*KkTh*kvx*O6>w z-ZIJ4F_PLXwds^7l`^qp&Bz_%8k68sVE{|+2E0!~pg;2r%rQut}$Xq;%SfVjq zBu<)jFb}}?9jNft44zJZO?x8zpCU56ty;;I;>8T&ovVE#cRYeNf#Y_4iEehyPkUZO`~wbI|=>|@nN|kAupwLEc$@jFQ*?E&nj%Ng|b;ENgb?TKi~JgI}*k5#)aL3WF9OU7Q$#`Y@- z^eG;4;>6L6cO9cpb z?bD0>*pvW@K4f^Kpw5eg^Z0aZ)tJ6Fh8&DrleB;Vy=M_7p&}C97XGx*zz$Ne!>*YUNoy@uAjt&k%bv#EOjv~znN1oMWZh_r8!j_*}BgfaF#r5rsHaYK=~R`2Q+&e z&Ev9)W9;O`f~7kHmoU>5Ky%2FdTBf)*zEyMy|pAod0^9}=oXz+T`{*D`}C*@)?JMx zZuD~KT5y{=1v%q6WiZT!Q&&J7-{ot;DI+Cy>%fEr)F99bYn@CmE;8$;Y!Yr~SsWL> z5YCxk7Xw=Fd1M=)saCubu7CCdzq^Sr-Z)am_^t#ONjcPRqRR%AFEXytKarfvYBb64 z2Bgc}yXi(829^!8V8SfT~ni)ADw&dfju{AVs+f@mC!cyv<& zH_4r;$Fh?n1x#1VjJx~V*}4J8fqq&&X<{J94+W?}0_JmT(7V&p2B+P9c7=0ChYoyv zP}~onZ)yrlV~LGLpt(0(LN@A9Xg$~I*zDN#)r~Fr?rZB zQW!t@uFHKyfK{AZTb`y2c@E)~a;YCTg@tlNTQpxyVMIY*czv2mtx6$HdlQk3dOd4v z84HfLm|Mt_Z^>^1Eh5FOtOqkaq1J0E^Jcw;bMiEsa7ms$PF5k2tmc4TQ0sbKH==Tg zn_HhaK$ta7VtHcDI0#JIflQcaTAaZ5+pKv|@3%c9q$?*odHDFiuFKkE_`IYYVjgEP z=5>fZTwPYS5~E)u?8WmP3p7#6iI{3X0U}{D!cd|a%P170)pEOUNA-prot&Wu=&Lht zuF(6@HDD6`#jx5bB8DHKILRL(RvAGovXkUuxC(SnM&?}ep>vvB4ZaFvjU|Jo7C*;G z?lmP^BZ54@7;mv#$;w$IX8Wf~h83P?GCf17UCp&E_pNy*G^O(Ap0TZYZ!HN1;Bce61AA~1&gL8 zbhUDiM!^%aae}ufWi_OL;GNS32kLBEw&2K2A&SvJhP76jQyuB=n6-Y>$!{dN7%638 zCeZ9t5OI_?qLxENC|P$j(l6~*K_;}k4Aya;=ME%RvV9zn<`X-uuzHQatVzPj`mRk$ zR8tw_-7`M+G2t2xWzE_*-0!x5>7zJPro?Y<1c?7$K)6!9G&ZH?LY^BVc0aJNLIkhHZnaVHgRv;t|gWl~B*B~pV0@-V+Pr8B!{$z~(tz9#= zxQMR!%R&Ds?6dMfrIN=BUVVnQ-kt`kqTzSS)--|=`>rhCPVQ+&ol~oEdIy!vV!>V{ zeW)ptYqo6+9ffjaKzVCi75>UY-9|RDi&I$#voi*#obyyx0ZN(tgq*@a!xThlR^3ER z<(U?y;%VN7fI|*`sf$%W>N6-;mQ&B3t%J6tUZkTFOU${rQ7`3E4L>CTScO^4@zPQT za}XW72Ba1d(H;zkj|9yS6=)TAR8(kx&2};o~C|4YoUr&G4tqL30p_93{&GHX#Qz24n@AX5gS5*w)*gcH$b!m(1!OwQ$7pzjcb2ZKwPRj z+dhb7tz)ZPj6LBg!d)AvPKj~vZ87ZbxHXH+~{(MIS}o^3ZSXrpMNcR_iGUC=PSu=-;?*9pryddy2tQlJ!%v0Re=Y@VEe?w&Z!bKSz*@e3o5{V7BteI-yUxHXbT`ESazri1XIDdcLpW z2hhrJ?b`l8nfiAWayrHWJd9B&12H{(if-$YA3{IU87BU+S*8~AJlBzMY#PZFY;&wR zsouLQfZUW-IDPn7pAKh-tZ-R@pR0J7YZljW1Tc(2GW zXe7q7wr!d-ms&=2EPCVeafmB$-8HJE5j4*|+8-IEBm@|#Nw+pll*}rx54YON zjlqtaR<(~Y`W@6f$8r8AY}bEQ9EA+6lEfmm#iT`4x?gr}J51SqE3}sCCF#a8Www6@ zN$0u7Cge@A{|w5)q$V%26pRarl30(IMTntP=MQGNKMY83t$|+5^OkoatrjAOpXPq^ z3W7!;3$3Q}>01nf>!|F*8sC5B`@qvxWTp4{_~F9B!)1LxjNeMuG_pyXe>;ra7o!=$ zN>tVLnI`(OC520VvqQRI9kjxM)7JgaoE;L4IX`+iW?{ohI9;oL*^f=Ef2!IjtR7}h z9vJc73b1mzz$2{oY&?OE)_Ef5OJ}a|-42>@;ejEne+R$gb>K8zs{Mh&f2vBQyi{G~ zAv6M<0)U5wPD_e3PWXe01orQM8)eNPD(=cu@C5OgEHOArT&5e@X4`S}^qJ2oDQ!u1 zjh}{Y>=L&_c7~%@aKD3()3LQ(&9e)6a`fHly9=`0G(muAy$F<}(JZ?z#W29pO^kT~ z=^WL?PGA5;8*h3!(YrE_;+nZnT~T4i`gb6@uH%L?N&mkX#$W;t&M@rFw(0{rSh7$t zMQpfB#(BosnIITiYLj)X`V?-xT^nd|Wqe*XbomEoZc1btQb|BS0W|~U#39DLMssH6 zHB_6LV}n+j+UAXeG8{}zG)VuMUq(dq>c+&ZoLA)Z%6PyrolJaJ=fUwr){Hu{T)BM! zz;MB5WK;LynZ>7(5o1BI#9HaAJp~?HomFjlg)5=kNM+r!ZX#UFTtUY$YrUhIt!f*@ z-P_4IigZ@1m4_=yrL}v$%^{>B1c)`w8ulo2E0v~JxFV}3iFItNv!$3*hTl?hLj%yW z6VnlRvFfJatYX1RrX=hSLfCv@m-_-(zjb*! z{`k22r1DrVpAPWJ@J6TfEHX*ui<$bv0cY;P1Y>Ek=X>xjF>9^P1R-Bv!>-om8Gfg2> z-Kc1Ycg_?!HIoQ1EZK-Ud5ep#F0;H_rjkbVwYpFc5xz?v8q>J@d}LkyfFR5onzktL zpy4zv0BtVNaP{vf>Tn$%dOLeFQv|PvoV@OOiSNGIuic?QC9VB#Fcv_0j+>+I}s1ru6aXgCBwHw0Sb!% zIC*)YGE=xsg zPdQ>9+33x4mV9aEu36ge$@#|j;X6WAv}v_KG-YE~aN%~69I_@)mEirZnoAxI+!@&Q zZFuOEtHl6t3%2iuSrlvv<98=b8!`<5D9Nn(>U^DQpUlcwDCWs%^5>jnxRUJTxoYS= z-&JvR8JBkVYDGy2i11Rj3vCwJ7&p?LK}0b}X{RX*+P{S!4#QN*OJ>^>%A14c;Q)H; zE^vtWVMgdbt6IP})=5;7CU9knsbnp+nV3nki&66S_^j<#REie2oA#EwdsJG$8@$^C zF;(qkSk}z6F!7*+ZPcbWUIQ8(nc*^HT;~r^91##z!b~ zo&)yAn%~9H7L`lH^dp_m`B76;N1Tt8G*6VxmW9u@Vjq@=!EJCt0g)fe2bzkhvgno0 zm*j8B@7%uw?r<|At}bm|@9>~~I=(vOET@FAw=NF!c5ga1_Y-!lm>JxtYI%j1V_A0_ zjy_!-5tpqpA2M6Xz>ToLS7NAy+17NB-d3LHDjG%Zol~CoZCOnU44p@&cyE6&ynmky z|7UaI@1M?vS1KCX{7}oFsn#MGLq;6HpwX+UX3v(zOm_Ax$Kd(^D}P*TV=B88k%->C zXnycY5b(v7om4e~`qfyCKD6gCK5^8fOnc|LuSLF&EedaXDU`wx9SUFGxYbHk&TeR2%snRMj-OV>|NluN&l~pn`xBw+I z^UZnT;1o#sc)KXvuWLO}>LGfjM1l0DghYcK-(prbGE+}G9BCX>d8rE2!bFCrC<5G~RpBaLTV zb7lOLVOg6};w7sJ2+Ut)pc?kC@57I0Quta?C~IrUE+gNNEu2v-n4Zi-^5JWxQI>hX z_ezRI8RNoKHN0y-BV?=u61-RvHu$fMmF`92@-$Rh6}N3y9c7b`z_munADq(Ll@S3? zlQ4s*Ii;8aoGPfxe0#~MuBP7x@s(Cnm2HhNewDJXVJGw}7XqtizZozS&uXc3JYT~* zwJaBr?Fnv@+tL6jl^A9kyUfp#BEJ_!W91pSAS zcE4&qMIQaJ#D<2e&kc!odGRe3QW=JL4cuB%Z%Bft^Jnzurw8Z3fGN0mz98{F>M4M( zm7>noN(EK2Dl5dJtPP?R3TeG}V%I}frl=8ZF7Ts3K_s1rth>~%dDHsV#Ohja{-*6a zFROhemEfIDz*02GbtS4!S!^&afvcrx;6)tNz;?bTvdxv8XiIPPVQcCbl|x3`_3L6c z6#aJK>b}{$!rmX>5%~nh$XE%jfd*kNmnt5$CaC0byJnhyy+H_WvD z@+QIOD7QI-VE6!{1__ZOPR_DJR@v!{!Oqg1RYmN&`nwz)gPMs$N!6qC1MsY3Q_AUQ z)FGa7w6q*&vU8f&K65LEq>){ypgnn8bwI8O^M}$R;%xTE*iE>U)!gC=z8a+~9eo}M zxMY~Ctbp0~&7X?96g_*rTaY!#p{0+Vn&lBbe(pF$3RwkI&-=Q!M#D`f<6p3Y{07xA z*rgP2o-!NwMwR_fG{QV7@LmdQHHc9ex7*0A0f<8}nvsywzFa$k6mN`aGw~C#-^`%ax1)Vu4DtS+>#j1Lhff`oz%0b(k_h>l%LiYBN6I z@n*nGE!U$=xW^}dqAc`X3`&KMT?i9KrKy9D)pyIo?4@C2^_`Y%S`5B@5reh$M zV$T+-1_+;ME-sCX#D`5^slt$zjX|i6p-!|!w-P6o^~@e`?WusgFq;@V6SDJ(0^*h> zs)SmDvJbiI!(}?%vqU~3t3GtzIp4+_SA)~OY^$Fl5J4_y`G}_SxYjQsR%&~2#tSGm z{Vxf`!=#7bN#)sm3le~s{NbU>I_5zEo{cF1uJArZj5kgb6+bhn9(az057G#ftgj31 z{94w{Wg`6WPBUpak*(`IoPJ+RSRb~vw1s#I-LZy~2g7)(pyNjZc}XK<0o3u%Fw);m zk9wGKf7+#9oHat~cw0(wV9sNmgR@xP>9Eo95}`tFPp@Q!Zg#3PsDoPq-+X{NIhjdC zls^_3qJ#&Cn4=wuT$~MJ2mkkWNx+?fMZQ*#%tw{_4#SH!RXbfp{CKMxzRKe@10QQHMD4itb!Plbg|^JCN30IXc`7V{-oO@~a#)xy z3-xeZ=nKOhDvZSe6|Puax;V z3I^LygFs(;hFdykC*NC+;=_(W$;U|{oZ%cbIj@g8lRRWDp1~k+@jCB?s8K}si*Hd} zAXRnX&M_ItP*#x!G5%5Dci2X*+(001@irqFO>2p(J-G^qPLW9q6+!3JA&y}lI%o%A zYaEo5-^E2<2wx)FPvjpo3l<+NAU4rJWyqaGRVj1nOr^dc;)ZHgD5eOP0Pf;$fFY{4 zPHmv!a?eBc=J$tbD4y`j(IizBvieYTrQ;qEt|_Y(!zk*x?JiLyOLI?cgJFcdRalhq z;&zQ7UD6=k9Yc3_cXxL;2+{)59fEXscXxw?ARr*pEnVNtyZ4{jXWxkfvRDrg~OBk}vs&*Jv!%@OwWY!}+DR$n#ye+qLBP(3vn-<3daL%T&v z-sWV&ljTbHQZB|r%d17==p}*SDb`?Bo1IfVdi=vezzQpoXBwSG*h}^SZF1D03u5z& z2GxgY#45$OT5WkW2X+Y1pZ zroD3VpsU(Q;kJ_FLwxU*D4S_gosdYa_)eq@8k4y70or6Vc-1DjpYnT1{PhF(eU6bw zoAMb5-gR|HbTv*83>u%LrLy7`Dz(iYE&qi>2?loPH^+B7{QS5xBsPIts=JpwcAC3w zkoHlPi=tmAPIuq6>oggw8qjd`6lf}$mMkM_A=rb(cyS$M4?{DOYR;!D+W-CvA$yoY z{(j~}g(?VBxzhb|Y?yG;jMi~ed*6;)H7rl#n~qM_cAb`A1FujcWJf5|(qr`*$T0aW~6R`fFEO}q;+$@>S!=5)Wc3Lloc;n7xv@5-vFJa(1k<*sM7w~}@c zjPO?3!f=>%=G8A;GV%C_eu_wY;&|t{yV$J69mCI{puQ}pxe9<{LxI*yu$VyG6Y>BG7aFPo>)em6AJ6{$p<{+$OE&~AGXW+2i!(Bn*h9=L*|xW z#U8xp{JGsKM8AeMFy|99dKaq*Zq3@V1)kxGUPqlf?9x_SN^HxNCtZFSrYT5xMiwdr z_Uus)HdH=TdXg?A7Yra*uYL`p$N&D=c7kA6-ZeqD^{ItV6PnaD;j3Q{;VTKA3~561 z7+g;LR|grs%C9LQqk|t+E%cYC|F+25%+`K=9(6|*iJ44rkc56BxVu$6b>T+}aa%I7 z#JL*`V9zYjpDGj9)||YKnoTk+2ARP^35(z~xW(7hxz5E|I1xLBlwC_dWce`0 z2l0>5mfs7~Qfhf*(CW4kq(O=Lf6lK#60VqFT_M2Z-9_o-IsbLMNp;s#w9TuXo&eyY z!y?JV)3yG7xL4oq{Hx96%Xb=%Qw}i$b=lu{xlwaG-I||giJhQk@OG6=6Wl$#K2Aqh z?hB#{&qe+!uMS>-{^Q|MhQFazr0bIF8=)p^F&-as%pZZ7iTAz1t&5eyCb#!sRMX45 z2;I~E<+kY-6C(<|Iu1T@d9X+Fx^~?o_}SB|N>=?A9u%z@ zmLtKxymS8M8&H9;BX(L~8nsz0kAi8#xb!)d7EOb*O+Yj8ok{}!lt+-y=E*>H6AP#1 zcyV|)4e^mrwI-g1G4RGKFNRM={>vM%;j(F*=@9x&L1-wE{M8DX-A1R6Vl>c?eN7n+_j8_g_hc{%b=A0^E1H3?PKas2&4Td zsQ$oRR;YCh*>|Bm{#-v3Q|s+yt>!Eyj%ed81z|Jbtm4OoVyRim%kkCzBs`Rf7Rpr} zE%qJj%;*(?53a$=`Dm$xp(v2=y;!a6;X=krLk43Paqe7W%Ox8UY3k!BDS;7l19Ua5YLLt z=~9q9zBuexvE0cE6DRpD<>7+~enTWO4`BxY3#Gp-IMz_hx8CHPb*hjegFmVmHkR_w zro2F6-_pnem7f6%BVVF;3$(_HIT6(P^ChT)F=KNF$k!cAPAXd)lBXwoZ;5q$qaepL z*ouGrlHzPVtEanUqM@^zZ&+zsW}it68lWH^U6iNj_Y(d;@nOAstwAAdzYR|LI-!;_{)NQ8rE+-AJKA#X0NDnuNa!zvECy~~^*0bPmVyu^ zystPJ^F+I|$JLSV;irgFHIg3D%#u$f%~hH28mJWC>oY9c$SQ{)dv@Oc9dkarsQXT} z#`8`n*aM_W&P`i}VhOMjKxcRE_E+CenS!7C5 zFRw<6(Z}>3v{SMwsnU`uT@Itm;M}HAIQceYyRUTXmSc3Gsb*ui_GEdSf7=&Z*fX00GmZ6ii5LYK8Ve* z6utItk0xO@PG{;n@eWJx>z}7jlsY?q$v1CS&N0a|vk^mGPBt(FzLJ@kBk(2pyDChP@miO{&)|=PpXK4& zyzozaG#D*7&(WXkbD@GPZ9N}4qsSNXTc$GX3&rWfrM43P%n7$Et8`JT(uZV@31gbri4(N zVNgHby|*2y1dMLmHhBoqYC;Snj>8H%`08k4K85U)=K=0&^0YODO})i0j3)ZVN$^!g zuD;XfyvWTs>IZ#HZ4`_8sQgLYn6Mg7464z+m-yfF2YioCroT|q=mnLoJQAx%?5g@- zDAsM0v!V~+uDLqD#{JZf_<;O$)1BCzJ__{%_nSsqoe1;$m6mL%b;=$??c9+s&+0A} zK^lq$kDi3&7G!d1A+2F)n>U&Zzy8O&vBIdbqKWE|?uww96mfA~4F@Q98^N!+aKS3#k@Kp~_aBoqxi8mx3ZG z{TlmNKIf*x*T{_R8ED?0Oz=zh*~c*-S{ZF^zb7x7ptJ71*CceIu3UW9Z3=91=D?w!tgOQaann0`H^z3LVGU-SRRVUGKQv=kbP;4cs3dr zf3}Xh0C~emoUZW_zcKVq07AU}9`IlqmRWO@kw@am=cen0Vuq}b;_yuK8pQb*NBtPHk8Q-S( z8;U}+8Xd7%+(ze*YXaFRL_eQYSx5edgZO3a+WntG&n78|ZHFU;P7Oj($Vmijn!gw~_+&CCkZmDe4R9`(} z#nuIicnPf^uVk&AnN6k&Vx)?x=!Yh{Rhe!_$tBWNCmI|C^R&LA+o>G(k*uCs`WLO= z8vd5{A*%9>p*WZ0mmhqF)#CRPKlh4iE2)qgVni&LUy|InEPM2NGa<7>H&v{<=C1xl zXmM?=r}RqX4Pt;~E8*-=4JAP&Pdji~&miYa~Cg1n$YgXim zCCmqWSB8wz(by;Pc;A(-;A8YdE4DKVI!K2-KE?p!GvTcOObKBX$_e-a)la)Q*Me9^ zx>=gIEt$p$n#&1V&$yCP+^gDx0ZfAfMMbg4*pHR`!x6#n-p44;`=@J57g~3kE`_!* z;kf3~eLLg`yDx#GvDHwtOG&>{%nm zB!t7PEX!!ZZAM2SVJ<$~^J2bE2c%0MSw5T{ksIbB-o6vtOmu*a3a?sc%umdzm#~0b zWOmUdwo_?bmxI=f`O{@<#1Csb8@=}vdqP8dLqJM~5!$D-asTMYETkI5ogZfx;#Kk_ z;R9=Frnc%(5keeN;P5RZnK4A#K;(}I9${cAN(J^gjQzF$NssPW~?^+8ibOqs95uWKI$GZ)MiS_)F;uuX$VIe&sx zL=r>;DjVMXk>kvLbd@e%REdw@gw%K6QwbuJ*>9oFvD6u=`VblTek38bzR)8zUQ%;^sgK>8uDKBRprccwdfo#RdUIf z9Q5lO?V93ROg`YHSksB7WB7{Tu$)-bzR~4uq0Y>-vtdVZQ#Rb2h_NW9te@x{L@=lm z1pF`Rx@^BXj?MK#c0{>QiozmMY$B*%2^zc#Hu$>q!WEfIjK;x9`Ikr&?lvsuNpr>y z77!`Rv`)bnHbZi@$~H~}W2tcuVRa#w!k*3W-;+snDa-%rs?Mb9N<9-8{J_43qc(e;ucw|Xz6>R!|2%Es^ z`^f0(qEM8pmb=pVg&+2b%+JFG_^e?hFT3K!(3?uY5G*+kYhtic+c1nMQLkt2P* zJ{dhihd)_oMJ#t}8_nz-`fgPTD7lO7I*6b(N@eMy2?)xuio&MCcH`82!9-%>3$op{ z#5GXze#}yYTc22>|9@l9}f% zQrgmD&<+_tVhyDK2fo3Cx6=#Vy+9qn%HJ>rR|Gjg-spJhz-Rt;qlhQ#XzU zUJP-vRErE)?pOE1lukTj#2He%@i*rhk{SvmfS%Fznxmf4UJft(E^4e;%-x7vK%s{2S)5aJhU z%Po`ZfP}bibdDFZq(*i4Qp9}kaU4n2VT6fzd+&hH37;CBaS=&>#%NWD!NM7V8Jj`b zEJ4VOe*`Ulsj53;qW$}e)BM%!^24(#fcR)i(gp+VxIn|wAp3r zeG?l=0$6M}yT7a!a>moomGC-Ey)o(TQCZSo&k}gbRH2VwNl2-vOW;~VBr(zZO#0m^e zg%^TFdH-}QtVR-syLQaeqbA9srbqd2O|jQCez^#l55=X)rxJ>BAdLmnQ6N2$XCx&> zj6ay(p}Oei*snvg^qHAhwc?2X=C*`C&$$}RgY_V7#Y$!%D)c?m|7o@K=zEs$DlQAn z)@mk5e6Mcr%BTQaD=<=`v(=azJzTYyKuF^A^||>Ppgt*DUy1p!A=x25r#=>Ija0tZ zz8ZZ<%I4zCbsu$oCV0Cs+)9M{7ymm(=liQxfO;I|g?nVKnlDtwsC=7LYJKkS!e9@? z(dM{zE*JO)4qQbz1SL~8*=E2$|1Oa-*iO8tOd#t z5spF9$ey69^QYO z7O6Jpq{unCG-O^cq9~ViEKn*ze3(t9zb+y3eJF|=Dv~8=o`JuOA{q6Yz4%#iNTCbE zcp$@6#HQ`ffNbS+08piGEkzQu+#05NUz|2U-b#sEX1(_Wv}0~o6K>{qOseSPI#rbTtqUSQ*et`NO73uq0x3pkz?uu%3Rh! zHgrGbjw)y91t*Ov@@F3TPDe`=jQp<}VUTU`r3BL)VrV_zE3qC(6q`$^PGxHl%iFrM z*sXJnj`jKyXxuJo>1&}D{l@0!3z0t5J8~M97HXs^eIOZFHbJk%EZ_bkAUPoRn-4x~ zF7A{SY1Fi5t`x68D`zi!g&uxNQLn+(M?$Tce~DbEuIwYXG+O2=?7$ciI!~u;NC{l` zZN;Bx?y9n~d{l~hK;#{)_^6^ZMi4{gL`UZ6mKX9uSG@W*2M@d#zoj|WczMq_p=TA# z#q|^>ay`FD{}e1%8;_N|$)2u8KW8u!emP}}=J+4E;q$JAT0YzWFSfni6=wayYOH>n z8}>CUFYdpMQ)6g-K2>AaY0J>c0RumR^7QWqHw#= zt6Uoe*{Q>pXy4Ga6yZ}ZfvT-CihmcEpckL7LY(Mfa6-M+)_*TJc$G1$c9C0JWA^fX z-*nU@%w8?>-Jck)A*(SOYaM=7cxsLM)QV5z)NTLP7CRw-CqX2K=CPeXqFYfo-jUuo zzGBuh`!>_A^Ag{cq9-2w6g&#bDA)KZynbd$VbJX;1Z`qI`0n!)rgUwjxJFTmgO19M z#Glx7sYk%Y`3Ix~ac}Xs>LiX1mj|5IE$CpzNmUBi1VlC|P2r042t>LAy zb@v+LNG3Ng(O*7mJ?=)J+Mi$F+)lVSgfpLxc5AOK z4lc51mQogi}k2rZA&pMxC*33oc) zv+y*wPqHdw>SwPmRN46)2J2tA%xMMe4;qqC9W_+h=;DyWA6(*ji2iK8lPs^WJ5bV@ zMzNbyF6v$oB4Q^w?qB-BXn|9Xl)=91Q`um`0jXnOZ^fYgFl~Et{BDiqw)WKIRG{E>sw|PN>Ahvb7)JXMrwp1vgd4R|Ix-o@h@t=BT zYhiSmb>!@?iEAw!|KVl+Z_6Tq8aab~bO_Ttp5sxc_)`2~)s1BYgv3w+a*0g46Yc;v zPN?ycL+bu|2DK`2C>4MeEw6gCKvl}sJIy| ztPJ&ov)Y_A+^u2GYC?1<$(ZGmFNFlmCs*;lE>+Ix$s7|VYBAQ4rQ!nYYP+NDmxL`p zH6DKv?CmxiON>t?hVp;xU{g;3y>^eZ5alE&vZ5?1?|tZDj}*mti4tfZ-eF`i;^N%~ zcpskL>~BSF^TH^te|kn&+Ef2TLk}o+%TO+&>R`k})?@#qtvmMK-(m9(*TX^I+;^?+ z@&Z=fa6aOPuW^&v7s4dj8y%FyugRvYlN(*$;s@&d7$b_hBEYNEkiyZZ#@>)J)#B$L z=+lUgi;aXovN=m>a_GW8zvk*>q6=kIEo+xqe`m@!e-oDnjA+!+A9RiNavcwrGGw-`D$IH(}I6d}WA_(n%by~Qo zX4P6E$*Gt$f|xb5)+HTN<2fY6zhUU+X%gQ<9iIo3qAwVF_TZYgGJBXcYcnDb7jil( z@r@Fhe|}F#O>H$Yb}Ir{u@@d>s*XD@%uDdGerkpqNF+^OcNn^^=h&gNg3E!+=pSL4 zV}|?X)Xp_(ApNC;$l(#Ej)U}6meKHFkwW;)^e|hq(ldj3ZbhGdsXhkr81mDDH2%UJ zA!I}Q27Sov*HhDsF}9PBozbIKSbVKDy&H?p*k(0!%skX(9u?57oz$-1Nyu2jf<A7MutK7k4!PXA?I%V->S+tqML9Wad$;-L9hMEQ@*695Hsa5D)(n8dXRMBYFRicGfDw zUsr=#)5p!(n`>uNU28b`?`KmXXnQpW7Z{VDGDw;B+ufNmE<{1%=q|lnd`@8s~!J_?e zk(k@y6Aem>0+PASsqx20M7qP~ACV@i0z_+n>gRqsvfd+erNCyCYqtEgii^54ND=hz z{jv@HKs4bzkxPDu@70`}x~17xbXY4l15c)2{DBO*&K5hW_d}Wx-f|^cnD>)qUB}7a zOjn4SwOBlvy4(~2^IY#|h+;kRmaYPUwSU^(8dd)CUMe^#rPU=6&Gu?H;{02SSg7sQ z+zL0=O*@1?u@V|v>6Wj$*(jid+K7JZuj%^k1+h7NGhS}C61^e`!2&>X(USKy3AAX@r}vaNYE_V>E1yw+e_)Gifa$poxR__y<*Lw4$P?F|VWJ&W z{HE0F9KD(Dr~S$6tDDnKf3hA+z`+-8!-gNia!*M-2Kuo@E0Q>6(RXa69?HnnqzYE3 z4X7?t(X4KB=VsIN%TXisj=B7&I)KRAEL9`V z)^0ED;WRFvO0V@%`3r4tv&uL`qP}$SK?f>{)8Vll8D=7!<+x4zK~ALtY`Oz_H%fzy zZgbN6r4MwQ5+wPBOqFefcY`V-kgZh)*8AU*^48+%n;p_PkMPQZGiCquDkN)$-=PtP zx8npmvH7{`(?RK6ZOL22F7^!>MRl4>pLi&k+reg6F|Fi!t+vf@&^gKfbvx7HumcO(jh*Q-`&Br-Fsg zzmCO&wSpz5_0jJ;97*eXze;z zCb(g6_nX_=AoStM;UX6i##nrR?M^^XOG#B3iD%w8UEl)YXucgI;D(`@yFJ&Nx?EEKY7cQu!Ru4n{b@VnNZ+<3day0qGlAOW>uBtc zF*ZYf!7eL{{&`mMXj-9ZE}P>d;M;eqhM#Tp{a^Z^Ti|OERa#s^nApejg=NA8j$y$Yz~)*si!t z;=VDj?;hLV9Q%FLc9rRurhG6pFA?B;fXC5jR(*V&Bc$1Rq34yfVq1Hco$W=%qp0FX zLV4)kW9l*A+(!2OlRLdr`UaI;LirdY^IVDswb8%}A#AUUIFsD6e}>NCz)d#dfNkC} z4t_j)LzSKRx^G*iCgzwbayZlPcFAvPFt!3tkz9*x!hys>oZKR++rs$w6U`3i zytw#viQb=!8Iyj{ck4C4Y+VZId(f-Tk1h988#1^TFVA}TYmK-qG4pE{$SLm>sN^zQ zjJN6Ngpu{Qm>?V~ov@5JMn055Ae0#Sl>&cC^&e)OLv45Kg~41zP#>U3EU0f%>Ev$m zt>JBr*SFDdrqpu!NvRA;{>UX46Yp|d?OL-o$(NAZnY78B5!uK~nKvR$asOvs=r4nf zKaC~EBh!6jM;_uZx<;O%1c%aLI~5HO7f)YriXQgH6>H~Y94fLejTS08xl*`(7YoIV zsxaj4nFUkxPHo)~kL>`CrAU&sYV(x0A-%4=eBh*yv~46)U4g~uU4qX=nQYfpg~(~* zWe|g6Fg5m06mEkzWmikj9!_~0vsBp^sPe-)<3HT9g|X^q&5p&w`NDeaeDl}E5#J$( z8DAXEoP;WlH;D0gd>sm`8`1gVTGjy1+vw~o*QkY-AKu}1GUe>jL+013(>wT~|BCU` zXb;ba-Su%SpJbx7^?YJnyr|u`R54doy+F;U)0;ZShme+=RHY4wFQBs|Iq!^+e&t(; zHvSnVJZtq^LMuir%{CaZaKaJSb*IGI!y`pjV#BuAb%pQaWJSOprDa>PDeC&mE1XQSNbp7M=Zl5Jr8P#{ak~Z}gx_m{=gw+fi^mPpHokz#=@hH)T zpe$o|f-GT>51to~3@g$r2)z#z72NVn=&_-G+3-o>b31c<;f+8~;W`}9icI0Q4_-BQ z+@7lJF%~5&Ni%>-rO=e;JS_UgDhaKk$>uer(gtwbHsEj=V&ad3kT<1YMzgFLUdx*P z)=vME_bfu%OCokl;$5V!(~*C_H;nX149CylM^(}?)k8u!;^W2`n7i8VE9B8)hKHHX zOcqdt-!-F$o9x#Fmc6shv*_o{AqMrO5PbinKJh)xoD}&Jz-RcVCyDx3cni+fh5wjz zjvl~#PxtMc7&NmhJYn*CSega7f-&N86R3dO(?dcL`1$7Cc3r*P=6TbeYCKH$w0CYG^bE6 zZ(ePeCv?NrF`O|!6O(-Mp}MeivBc5cMPE_v)Ok8p++!*tY0dv7&uv~{{#&tQL56YjUMmZ%1oxpT$rKE$)E5I;WW~L2IAss@_9N(%rTe{koI>5Wlr0=1xJb za%9KM+UZDRJAMIT43AOg1Zg&d^UKHjMce(DKB*B4HP3Z*@ASXcUvP1=Ws(qT2$Cok zxfQEEn=j|fV{v%(49a`TFw7wx8X)!pgrEajRA*D)b)az>UX7?6RFSXHU2c3us;Ax3 zamw2JMBHMlbLDw4tIU(TwpW>}Ff%i76LVjZD*CS{QTVYGM=7_Dq#oZu_48+yvhF5< zb3Iq7pX~L}IdC#p?2m4g4t*}|xZ#X!-1eb~1M9SF`$6KtHTXn2P$>}huo$_<@Pk`L z%vKU!Va22RX(!q~>m(sFyA58VawxG^N9(4z61K94J2LS% zGWQ?ns3C>>w^c(4X7C@#R`KTnEa!$JkZo7}9k^KGgY#Kf5}Zj5lK6-K6 z1};sAK2l+7H$3%NhkB?^-C!^ssW7+V!quvo$dPlyQvxC9onpeUaBQv@^1s{-;Z?O>#S5GCL&YY2gFTrMurHFDU@hC znxurrR*hUqBFK%+D1+xa%-Xd}Q1oRDV`Cg)O#vgw)mL!&zj+!Q1)uXZEq-yB%^Pd; zRft8*Auh_AL{bG_E7CxJ+rbp`jU&G%+4t>3rJ_Rg;XPZ=Kn6+1JEh@p9iu3JjgJsTX?$zfs#NV@b!{F$$!L>01}@6 z_YsiHEaB}grREMi2@d!YDK!=n&i}kdN)15r-KrZW>AIN2W8vx|8zAXT9S;5~efQ0pJ0g%i3 zwgAXwds_hHvb`+;a@pP%0J&^$3xHg~9NzT#mN| zKrYAI0w9;;Z2^$W@wNcS<#<~F%Zwr82j<*FsF2~yfAeZxP0g%i2 zwgAZGd|LqIa=tA9ayj1?0J)rR3xHhCw*^2h=i34xm-B4_kjweD0LbNfTL9#8y)6K8 zx!x84xm<4xfLyM(1wby>+X5h$>umv$%k{PZ$mM!l0OWGLEdX-4-xdJ5+;0njT<*68 zKrZ*&0w9V3uAs{?}Ne}f5J^*_l3HS>R>36uc-C!0VC;D5pilmPxG zoj?iTf8q(00RAVRKndV~0t%D>zzGFO0N{v%Bmi(mK@tEsq#y|ZoKlbk0FEh00s!X} zBmsbf3X%Z8Nd-v&;HZKm0B}}85&$@?APE4RR*(b$jw?t40Ou7X0e}Mwk^sPo1xWzl z$buvQaArXg064TD2>_g0kOTmZEl2_Y=N2RZfP)K?0KmxwNdVyJf+PTNc0m#VIJ_VU z0GwWs1OSdNNCE)o7bF3I0}PS?zzGIP0N@CNBmi)RK@tEs#2^U(oMMm!0FE(80s!Y2 zBmsbf43YrANd`#(;3$J60C1K;5&$^NAPE4RW{?B`jx$IC0OuJb0e}Myk^sPo21x+m zNP{E*aHc^L065ej2>_gGkOTmZHAn&g=NcpdfP)Q^0KmxxNdVwzgCqcOwm}jAINTr! z0Gw`+1OSdVNCE)o8zcdM0}he^zzGLQ0N{v&Bmi*6K@tEsi#c1G$B6nilb zdG#GRdo-=?a+1-Zo#Zu6Bpc(W-kIbeHXHon<*y^($Lrp5;C;v0>jP}{E9^_)%l4+*OyCR7hqaNjm+-ZhU1GAAtH5g~T^{1V z$G~S@_uQVxwWkTAXZir;tCO{d{hg81qaCl@&9i)=mp!A`4x^W4qnB&uz>A5V=iR{9 z-N5Lc=V+ss1LoI7=GP(S!21a!=o6#YOXi)Ko`>DQ`?J8?vzNZK`vE8K*M0nHjlk?U zwKbuCsew1I_sF*Q1x_qW_j50!tSLq>5!&B-?sfwoc5|ODjb1Ki0`6zFXM}+K1*4ar zEm{+|rNn^&uP+_X0-1(Yz?)1NJpu%8PJ~YF16uYZpU#%Eo|C*wUZ2ulAJSf_n$Kpo zU!Plgl9&CSp(=Sie|5fu|JyTayfkY{c#RKyeUSPjvV(XC`#Oj7qurDlk!#y2@HX)2 zf$LS}u;=+sD6mRM(}t1wsOR-QN67c!q@cMe@L%`Ko!uW*&mQS&+ozgBrtJQzBVJpVx-?F5xI;GI4DVHz6Q9eicSS?awcW)Gamlmx(cP(lCx@Zc8F7nx zk68BQ%GbE{z(Hnz4TigKw`S|w^ZIwj5okuurh9)sRhOF)r~aGN&%8ToH@xezO5Fa0 zz2=DRQuj07#UPPZZZ{E8 zB((YBw9brTONY?*(G1;29sU{y5@rhnOOOnXWULo_^}@QJS>X5N`hS{#R~}V%w(AvE z`*iJGH8x+ez4vteZ|5eH3Z8I99*x^7a6WW9_C42mTs_=;O1*&^Sq@)r2w zZEJq(xG`39Jb=9+ipIhj(G{%Gu+7GF40z%otv8Ladh+LFlxMy;q<;SbmzslW^^LG6 z>v074#UOq>a_2)K+qB#Mup!w=5Yj4pMv|6s14(Bon?O;^mG+Y;Ohoa#5XKPWfo%diI&W_3sw%%?;X zul9#gdz0LM)~!meu##>&%>?B-74?bRU3MkvR{Ks)%)*>?*8O;SDoB~PH8ihahFhw= zD-0M@f(sepPJh;wELURBoC;J%d}z^_cyZdGh@p&*Fb4?fSUFcS_tOqC)ewDcH=$+J zCOE&l8(Tv`Y?<{s3XezdS&kO6>08bd+z$MNlx8j>1`&Ij5-}(s_R!ennAqP4SBIr) zt;;_+#btUbFJ4XaEXCJ1E~2xLhygFK{RCr!dZpsu|K~`o8=KfDl}nnxrqOQx3s>A3 zl8u(7!gv>H%w0ocM59)vxAfg2qk$M^^~bXjv84)yswYFgrk$LYt}N1G+-(YSepL8yxD?fy z4{_4cBNYSyXR|O_CQpV(-a3>%3>OyN#O;ed?hD2x2K~?n0aMCP8pq#5#hisJ1c&)+ zBmPAP+76)eW3Gqaqwr2i{ljj~FW9iXw9qz&ih`?T(p&81eU!@3OmT|;75g|ELZm+c zCb9)l^ULEjoe3f>O8*?1z6BNSd#{DaS{4KhhS0emuAv?-i9bYFToaH};*m$!KfJRR ze`WYuflq)=ZC3d=Iygq^I?|e&mR?>8n>?U;GYrxmiYfM_Vjd%&DN#te!Z0ZqfA|A! zb7>?dnW-*9nDMC$Z;}NZeB0CD>_#2*`7*&#-XQ#Hr6_?xlBjwp58RAR%|@q`o*!no z96aM-P-~Y-cXRxsRm3*(92%V*elU||$M#qKii0H_-7mLYYDhmsE8;dNPJ$Ku5)c0f z4{~O=CH=VI+^!65pN$QjrejMdi#@L`gQjIyi*P4aC8+)oL`;x-+A)HX9~R6yJYUtn zj}YxQ*4@aD`srgcou)OxbB@*!s#VgLO|id*1UYvvzXiKlCf_BPCjE`CTrsGJOk~Je zId?t$K)X^yjy3R?pomMzc)L}la3%n(ApAVrZ3-|m;Ytf3tMwOebH%))94<%#=@ zTJ|1)$TyVqE}rfQr-D>#0cT#rb>0}e3Yg&o{xv= z7$f`m#2%~eZv-F1WMm=Nx9!`atiFF|yT-_0zVeg4hk80B?O|9ej2kY%(bGu0-zwUP zdrBW&$e!`kLo8V{H-==WWY7k_?Prt|u@O#7|60w)t9L}~VgM{>w-c5;dL?q1e#RW5 zeCpbc*-pgOAJl9Z_kRGy8iAd@pLX+|CbE1VK7-!-y_IsuY(p3SZu1mPi6F)dg= zQ^Yf8PN5J?(U5P$0clkmh}fT=_))yFdAiPaF+S#O|J=>P>`d$9xqSF_9w)U@ewUO@ zE$tGGL1sqcSI&9Rf1}`Kw7hp>x@gd)v5Wg2-j3oQf}-l0;G_$;C@*Jd3X)nZ!ym>_I=TDq8F1V9KT1chA`i%5bCy^nb@1YPGM@Sj4z7mW;Io?Hc^dE{I@ja##an zM;0(gkG5X=7)BoiRelI`_MG!`U3_sZ{7DifqEDF_ZK$OM%@>7H@$}x2W7aS4qtZ+T z@OJYtNzKWYh&W8@ew{n}jzkBcH-kwj=7>`GO!j z9mCq?;dAU=Ee1Z#@+~SDi*;YsW~~l*BX&r?_z4YYg@tGJkw<%n*eAu#Eg!dqfA8?o zK*oV3M2A@)_e&YJ+(VXcza9UBP;7XQjvs`Z%O({e80f51^1H--H0I1DWqYuH3|k=!oII1?nwZ$ zPi9vXd$f>HvTJ&}L1Q=J5MoSSq|=uh?r->PYK7;F#7Zs=U-BZ%1~BWaFJ^FX5LQ=t zclze;I>}(Z*Omq9KGaztVtljJZJ3Iq z)Hr3S^2ArfV0+0+8G%5+Iv5#tJ#3G8T{snM=)$n|S@f5@=op;d9;L7m@V&SF*<+n% zz3467j3P=htr{ptzQn!c^^s~E3H47)qeX5*D(25Gg#BF((VW$-ka^KI?`YjU<$mJv z{m%7-Eo|RDR48m#<1s#5Hd!ryoMU%*gs=O(Bsi$rVbf(~6fvOnywcUQCNP;FAQ4$X z`8-h6b@c#$I}U#wdMp*VB(DE!kBs4X9na#hrLMt3tD$nhP~htySw-l?rN5u@FPS&p zb6%cBg_J9d`ar2Q!^I6~d5{ z@{F=z9piY<|6%h2$ThD&G1D1I=uh_a4~=NpXbK1Qw)04xM2L|se6RbDTQjaO+`D`sy)KiPG+x|-M5qIds;x_k0(D3DmT}gLp2gdZ7(c^T zrz;J$*WA7f1i0w&792CvsG*4&Pz2Q3bWJ8@bsC)JobBs#9 z7hP%I$%C?Ll6!vk&^jftVik&hVcnQ$SVj*PnelV2$GyhkDLw7A`~OmXzUSXwrkY%ZoxpETklDLa8(4;)dJPJELol6BWv zp+`URL;eBd2y##9>G$>P{XeUNevkCUND~8o{(6?5QOWS+J}bXm2GHaTXVS$U{uWvd zI@d#fJ<_*Qz36E^#nJSgp<(^Ygn(@1yZW^^5FSyyaXt0~idE)(c$nIw8$QA#%A?MJ zwOw8^L16O^{s{1Kskd2~%2O!lARz0u%B!w{Y(dpO`rnNYbS-7D$@!D5&c?l#Xm&r1&(k%_2~UE6omDv6(4QXeY=`%j*sgaSCNR|%10J=4f>?hI zxKk4m1`t=YaRb*p4N+Bx42%sVFCLoY*XX~^pPF%BC+6F(phQxu*S9fFHV0(hF_p8mLkxS%5!ptFBhEljGDrJ@GY3m3+rNE;HE!rY`z8FpTf!K z&WA0~@BA`>xPni5AsPe!SjrogW7C33M%>k77e3L+<|Y?o$_5Xe`sj1Uy#N)_Ff*yG z%!r}Auq#Y>*e3@Yzu}!fIPa^PwC-3b1}@)i>_q-ssyd>>^U}){cY2()UEJeE@nv=A z{(^cUKZdU8g>O@Y{p@)W7potCe$B*4F(ti9!9SRnG2_82WPsF4(EtdIi`{k3o(b9_ zbNSHdoS++Ua=cBS%@a68@@I3Bc|F6G;d15j0IT+p)SLM+=j780!WQ|`cjG}S_QpQ) zV9)sol22XnOrc28JF>XXtUaiRhj3fU8;H8(m&gAf07XE$zfB8&fr^!S`jel;6PUQ7 z&=kjeGg~<<{KSar$dKfxXyG(q&cwcK=ff^(_iD2z*v01iCB`XI_gN+87^2;@>l%nK zSV?ho-R`(l2kSiy5ok(@IP%e1qbn=wIK72M-*n!H?%OYgwuqxRqi_42aEsP}7-CyD zX<-UXn-Oa~&xm7tWo_)5?{`zpAjX&9rI6>e2-~(8dZ7TOSY*dzv`0iikF-(6G0cSu zrB`)MM=SG-W=S$#(Zu4Rs$jl$mY;x?1%qQdIqKPoAY2{sV38r++m)_d)`8p0gaK+c zi!atiI5`&^;3$0~(j%x&YMM85l)}z1QrJ_mcI495CGO0QQVazt80w^vJ7wfjnq?a= z?5ZL?NuagwmG)O~U=!^)&aYTSXLrI_>GM2x-4b;($@41FdDzjKan+547rPhf6gIkt1j=%_@>qFtTX#F+E0oC=N{wG>Cucz{V=hDgSJQOd9s5`{MhSI3Sy`0vihhMNhbv> zf)dJ4)fV;CvaVwKCJ%8NJ1khEq0~8O>9m4VklUNneP-v@8j7Wf>n;L^hp?Q zie?k(A0r8WERxX6AB-f7C%H!`S23E;pvC^^lwrng*^&d3h0;EB;Py#@7Ah5;6*9@E zEY5IP);lfsQhi-)^GFXbj?@*cQg&$bT!I%`c`UzRm7$Q>z|js9Lmt_YmVu=7h7?E@ zZ|gED6jYtG^YzLP#XiVg*L;&2B8AgP4(-a?f_ABPLM~)|D_?P_7m-X^a-fDPyIKnJ ztJ64?4LC>72vuepZVBcV`8mnwA-7JKVOgm_YH;9jbNI65*vHtab{MH=$3rXBD4@yr zkvitLAzahU&DW#;c*-nA2A7_+GUeRhczEFzR^gy6Rnm$St1{)fk}(+mTC6F#!tg-u zVl4{8{1nfjD@8Y-JaB!=sy>5OQMKtmS*;F?nUelzzt=QEQ8I{$ZafaCNKjnmhbqLK)a z$b-ullaCK6&ds%h(UL~agP&5P=(-}cM%6@^k_vB&U>kdU9= zi`5jP)^$TB<8_MOx9jra_^@-Ik7z6f-=76e;e@#Ap{jCET7K5lZCH(WwRhK|bmbZ+ zXpi(E4r;9XPcC?ZF{m#wm|Cyw4lW+-=sB3jIDU+^V=|>SMun1Xt$NE zuv4oN1w2HBiuf6049MpLK(= z1h|s5*b@%M)&|qEK%||QUM`QH6GJ9lnKESX%}E+cULoq zODC5-vVL!_^Q~#(4;Nlds`G10FU39&>l|`u|1{=MTzgW;Ob}V!1Z22^J1E#(@mCTu z(^(L%+hn5EvoXALDuPxh0Wqq?1++#(jih@R(h_Y&N%0N?0mmlu8pf! z-(9ZL75!a>VpiB=UdKZ}MGNcZI_=@G12lge>5;0Jj=hMZi7h~APSy~lCMOmT&yMXv zt&p@~ov+IV771Ls50oZxrhk!=-xxnc1kd(kE14BkArgFXFkY;VDb**Wb0%MYx zQ&7^<6JHDikJFXSFkDy8b_QWCxjXYBQpzzPfK=fdxY4cRJ$w8v}yjBNegE! z({=Nr;-5 z(>|9v*K1pxdWUgD+pZoMm|yb8pv`VOJ|sU23TdpC-oqrTVVb^UU{%S4HBCQ-N9?)d zg7|hP|Ay8n#_spGv_peI{|#->JJ5f7KXmyy>o+tCx0_---)M_sgYQSa}g2uweFK@Tte;8`nBmCdln05T6k?*P!*IO?^(RLuilLKYnP`Pf7y=LFY14kvx@P{o8wGimyuM zG@o(reU52W#gu6$Y2k~15O%C<-6S2p651H@t94nJx*udgXX)?MFMq;ep7VzbMxL-4 z#baT%<5okPWJ8J2UfUB@B}2iPak9voy7_Ss1L+^+BDYfxRV^qXy69nP%~^5cwX|L; zk@V2I@?ivIyDP6DP0I4rldw*IXhcNGnw9NjJU`{6seEj>5Q0ab1yw#a$Ge-Zx|0Ix z{R_p;2T%G+J{7W`WXR)VvF{zS&#q1_RyHT@)RIkY+D}Etpu5ea_EdBfiUgqT>@!4U zP@df6_hd#vJY0J$iSPG;xi`Ab+nukG`I|k4k(;9U|Gk z4vn8q)i^(unTtphsm`*Ticob6%rc+07BuokHL@AiEevKr*>Pl(_nQV8aT9aL_CKj41MEmk4O<0MUxdObd)*+W1l zXQNV2qA)v*!X#Q%;*p{tcj*MJP*SAcx#~167HSx=AJjaYEWoLx1gBQOLR5D{SGq6C zMXOa2T@D)gY8O8|J*Cjnu6yfBHJ9#CSs{c2)J(rB-8rzqkq~WJozRXO3>wWD^~nWx z%v?BVjFqIegxPQ@?wd&iXMyTf18C@Y;SIB%HOo4hVh@NXR2`EMw{sWpplOGg zsY;=`qWHY8suWcUb)B;)vcIQ9g`;+ZJ`5R1R4F|xB0FzMVK$#9XcUQwRP$~W_?Mxd zUZXDz_1Sb=0<(&P*Jnz@)nOxPxg?VE3cL$0&P3rl?r3T~!EIYqwn zCT-#1LmPXq{8%ci)LrWmEA1<(6?F@{PiNHbeym2kV0Z80q#U_PR)&>e8Z9Kl8f3MW zTWf{#-n_C7fWpedsRV336`cg9BTlFiL=1)#rLD$pz+h92V0G3GBLQ~~4jaRpgTzV( ztI1%rBoPo1)7gd^svyMX!Gzq3{^mf$9k~EnD*z%*j8>(P9;4~B_?*uR@snSY)OgFBUhdA^jmOzE7WKPSN+fwuYl}}Yx79%t&lauC#Iu>tZ5E6Pi z^{Hc66qP|s%S4ySSRvffeHj30(gw%%J6_Iv_*elAIGIkhEU_n33x-N(zQC!cZVn5h)K{>kPxfkKL3GTg4O$VMUpbRgqFuNh@-x)RFl_ zqYEW<(1e@dH=$^gb35IortJZi3u#;2&8cmi&$(UY-EwpmSE*!P7~fS{NUBueGi=2n zBr=D~DOF-wC{}k3BecR#nliT2l_8X-Z=a%SNARt0E$4N(viI7J1nlHfbt?VHwWNgI zrYkKfO(KGL(R|gZ=!+-v(21?53%flH^>2P_*IzVcalRDyXBJybGeew|r!b&WI0|i8 zuup1;6>b*xi+t|cRQznUvyUvP8HWF9^26s-d`)WN>Lh_kv7~k;MmUIG2=;xKX&nqo z%g!>LF%@ke3CiNyTYg)JU@4U4{x_Z>yiFwgIm_=tYYM+zYO{2j#D)HnovphTgsjW8 z>7@dW$-`1XS-$bNx^@`36U4%~dgTqPQk`sIlpOVR*_R~&qR=HsRcYkqq z7OBc*-rP2$mQ4rF$4@(%S#R>#Wkc|BdYkzC1~{F9y4#E;!$VBYo*WmKRM#Ivn|2o{ zj<~Jmx;8U8HS7S6rbY7o*PEzQ~!9yP1++ z2si-IR^3pM^&Ae%Wl1=n+dL_cvXJXh%*f>o~@;@8--ntud`sM?I zgH}-9D0V~Dz1>=&71#986a(I@rF~1%ez06@AZr zl!Z0kexkV2TGq5L6YD35M7f9af<}S<9f<|@sZ4e`tm@bwa4@sJP`qHApmF!Bq2k6RhlOn!8K%a-_SO%9rl5a{DT+ppx*G-*sg4P&$6wQx3I3 z9BUN77gyVW6#^(HEiZLtNdYl;qM$o>_#Y$ae>{Rd?;nhyQ@|xr^9Z?5m1qbMRI!y= zT_J_yY)%pnm+`HdjMN01Y<8~+?DrC9?>*j29@KJrXnn=I;;l)eleK|%opoKp?aotW zt+r?%qD<0ZgYwXd5`wZGMtx|y?5C*WRs9|1n+T<*ZOKlO@&5XPB|DlFT$emw4|J4h zbHCfhUGkjPE3PW!d#r?oBQzCRM{xPz3b)$M-nH1m9Hrh0$8Jvv6NTfuiUp+fBp{)(!q231#vjHJPV|a zi^){pPS##^^NNr_s~AWEPAxB58yJ;HC8It-yKCD8xvi{xhVx`{ZDjH-;-(5Q!Q%FE z)=KXmTA0CFEH&@fJPNMyS%Sn{=D%=xv>(VAyE!=AVk?l4<=sz0hOTwnLgRFH{~GER z+8Nc$Ql|^xC?f*jUe2;Z*Gq8X=@=g)$1gQ@Er+QcDO^h>IMu-ncM3rpa;^q-+xfMx z4f-kBk0md5eOaz)7zP_0wYb_?+y=K_CxxD3#^vqUA#3_=kP`S3U)b4;)-|q_1(n>f zGvn93(Ei@~Hm+sA354-YSzJy?f9!4Bq*ob;oq>G?5f>e?vU;aL8+@IxwVFg=!bU90 zKv&BIt{eO}hH5=e0#_`(Ri1-K?m-MwG$I~Kn^GYqWeIJ$$cD2g9^4gVlI7sh-a5k2 z6vyN{w#6*8sv{?uBJueabOA@5L*QEbt)d+njd()$BrWc;C9|5_={5z$3++QevwinX zCmKP*rX7@O*g`)eBuNL2Tl;n?&gwwhj_fbWUa1|^b*Yr8tH1f%;q;=elkp3}rAt7# z-zCnX=UNT0&QlsBUhgD{5;LR|AVF8vz9Ge_FxdKOEUT9k3`L1;>RD8iw!@?wHD7Np zDcem|0G!i)PPf~VU$_OnuFXvE^Yc5c!HN1haC01!#6M{dObS18X<=m7Htvd|>ZGipBj?6Z^9<(AuS;!Vr>CiY)?Kn7=cOz2T z-rgzmr|9j76aRraW~xB8hR@&*2>BISBQLB*B^MwH^V z_U@8Vj8|+ag-dTv;UO>2ARs0NjGVA@9Cn5_PD0MAkEQyz?hjOjIzvR%h*4Z6E#PIw z08BE^Uz2_a(M-+rdIoOA?lW45hVA8-j(xnWilGeA?vcGLxbNtwu`f%X}Pq&iogJ6t^PLiItqU*F*{p};s8 z0R-*Zt#qHTIrZjKS?_Jq$>t9N$_?~?9)VK4!i%(yO z{Fs9PlYIVaNT$u_3YkG40yxA*zR>D+>O(tp*0F6fJ2^UxShLO0cK%L7Mw@i`SBb|y}Zn<1a|%60B% z+S1*VaeUR`*53=(y1=D$H#(701t+A-Xp@}}GG+nBYza5}0o9CsULW*>b-N(EZ~B@mIb|O(TjByS#)yknaphA+o zgZY}zB)@F{u|VriH9)(-qCzV(??*k`_L)5P52*MVSEmi_W^_RkbpWzq;Ov}o!BiT? z{z)56qi z)Z%$O6LXy?@=#`@c@aPgq??o@G#|J|Qkt{syrh2Db*o+-nAyFNfL&5G$bsp#K46#O z(|oAaeR+Hg0aPl-pv{}8>ew~6i&h`(GKGAm9dOU+bWTU4oscujPAXw|V&wT=U1Jo4EMIm0*h;@4dKaLdB?uZf+6d@|#iExcnV04* z0*Oob{FXOcQJfFD&aW#sA#H*Nw8yp_Pb0jdV^U(@0S%1-qb}O&r*2I$WYUw`XY_Vk zP#a5cGF@`fK#wYSrW7_8fYNe`IitFz<|v-Hf7)p?>?_ua*C6Z0KQ-!QXjJS&`@IqO zk1wk(Gz71%qks6e>wrv?N?cy~YKy0-DSa)Sgl;f!Zg;K3P>vqnb*p=wMQg9AGi^%$ zfg5eOV_B%Hd3O^5kXlP}w7lPgHmjLf=W35?O?SvJRu-WGG9i# z9Ul$h+^#PpYAcl@P(wkD5(|~NgjMf7hejC=ihR55x(hiqU9^?6b!hRRwtNbqr{)tj z{V=!<+ZB&}W-sFOp4R8>CYBcVw$YuLi$IEBro!^D7>W$GEZVSg-Ok)q2`3|s%%{{i zYuq$&lX_BPO+qVoSS+<|fLB#^Nq>_1ys!J2nbFYsjO8jnF}Qo(*b8D4dmz0* zy#dl|&U%w}=dirVsX$~6u~pdZ>ZZ-EF!D6dH#d`Xp$DOeg#LMQV-HnE0`Ktbu9=wD zaCc6@>myyk_4Ek7nd3cL3>eKRBS?5M*Z`qSDTqJbAv*q{tXvQq4i^mLl85qFwmzed?ffgBwA+K>D&+)rJ+% z7>sLxcAw{}=oK-dIWafi`Ox~aJY3oD!U*&3`vp^rStu0;Wlaa%%Bd4UJI&j>kI^~- zT%&XZ&d6SEXu@WaP=D@6`*gb&1hYNYHPRVNu`44TV|tr~=q~ZhEk)r=(nfBFX60Hk z?>txAZ90I!|~EmdtXOcQV#dsI1?Vpcd>^qLk49G7!OhT{=vHygPmUvF)C=kELyjDOu)*_DW@QwDL?6}|Os z6t1CJ6D#@U`G2}ckm^+V6fU{fOuTNpuqyWVp52}0`Bm2%*O0uQZvAocpz zCPL8^VcW3gh?K3QX^_kMISqEF|7O!U)^k|rUv+-^h%~FbA=`hL_O%b_1RaNZ#c7NMfyy?q8&B#s=8)o9gp>rEvX(5r=UHc&R2t(y1zG(*)k8tHVTM{$D+5}48~YJjRU zPS6BNPX*MmriE5e_1I+ny0@8Pe!i7>#o#G*sHw<*@|wGyMU)lzdeXsYBnFqk=ZymJuz2+MXNjwcH^Wt=uQ=a z;I$aJ&8FXaABq4#JOa|TW~4Q*(EGvNw!z8N>sV#3cNY-3 zUr(V-Y53|sa{S6tO=~sbiJ6)rGYly8ydR}qVtT-V$I}zJc~fZD2~Ya}Do(L9*-pw9 zTckdF^X9sdH55iHQ2nwTX=SQL+J{!2UNy2$-L#ziLw8xFVOOWpC^+=AsXi8Y9WJcf z%cv~IC^7EQOj`J9)yJ)82OF0C@Nug(pTQs!Tbh~LDc@lKSL|mO_rAeCS*F@&Yl+l?bzR=Ce%Hksvgx*i zdfXh~aYbEwIXqaB`*p?W)baVC7N4Po&i>=y3yoN@GFnCVe87m+zPOxtG*+_o&-PDe zz6tIh#sabE?3lp5pq+LJ&&T~MMd*!PZ&KU{Ash$dI>MWhyap}LN~cpp_yW+Aw@63j z%1*P&xS`}Ak4&7{-?Ugj8=lHa_gUS(Y~E~e8=f`|&8<54bl|k-lu zTj<95X)JJ`4z26`c?Bu}^HYV9j+)^D=>RWYlxA5tyI{h%XxsBuplx|iw8ywYhxVe0 zU#kVRSvl1LZVp&B!s%cVRvo9{7~Nv3QP2k?`#R|^stS&f6zC6W$lW8K(B0mK9;CKb z=PXfSi450k9@Dtbysk*uQx)h|FCx-53V=fL_tOdyIxV@vP==~W^>>Z@29{*{s+AGE}*&SJZrVGbqre7*;}sT^>2HZ zv?aluy-yu5Ly?9(DIPn#k>`nylg+BKC3;SmgGLV~+M1(W@>MQs$=2O;y_iuXuW9?Z zXAji5Ch>+3T;IOX#^!$#wd)HPZ)%|KG!xZ59{|fqy{pU^+kE`Ck$uoPbu1U!?s-l} z!eUb|N+GS-Ia|Bv^WNJuLB##u;L3_?DfO4&%IJV<(>jjWebKgQZRK^8l~~F-L<{Av zRM-7!b9#+%H%jZ9m(uW@{KPPm833Mg49THO1?az$|w`lFr~4`;JtW2IbVA~Q=(SC zxJ-O1E05qG#~l{G7uKna9TH*1dv>W$!fXIDvb!Y{NK~L|*U!O>ysmw2IUc~yeHB)< zW*S|aa?8*Ll09_6s_WwIy>r*4&%!dB<9i%mpnyl;Q9%bfdi6Ui%x^(or07U+)I z|Nd8VsI02c7EQ8vISXwSU1ly9DmT?uYfmS|n#JaJm@+Dn9+VqTKjKW+#;eqQT0po* zgfM!Onk}H(n#SykW=*z@a{}#<5R{2F-AFO0kGQ6-{gC2O%~rW#Kk#xJN$)i>u=D0s z-tM<3u5$jC&Rhb8pUwv?t8-4lba14lZLnwwc0?8!fcwyfXe6!Q zv;?{XCQGmp!vQRp{VeC)f0oEOZf!aqA@xmeA_tmwTrh*@dF3;X`Ef1dyQ`siXSBsx zti?31dA?=E-u%|r`e?E#rsZ#gk*D-*j$HC`Zh5g2lQ7qAxI`X_HLs5!Kt5PJ>K1VWlmK%e zQNaD~cpwen>cGJ^knfl_GA%eVGEHml(O4kjZ0Q`PXPH&7tcKOlOvyqT_sTs5{Km(H zs>zmTquaF9btmI5%aUaY+rRo)-7nf8Euv^sHYQS4M*3W|?AE+O@k=K?8`9_yn#J0* zW+yvS6O}&evY7g_l{VA}LReym#yit4R^IKSF&u)nl9CN*-z48wWF;-wnLRV0Ysg}P zVXIr1l+-zT!Sb~Epp;-D+;taUZlzyduwQQ&hXHZ zoZB_a-+zuqz;9H$jZkFm-)WxhR@68Jki7m)nK>w6jxV|ysI`p30rXh?VYKAP>JyjF z_0a0E2|BZ1i{IL1V^hQh+x^o=lKEI~Z1q`dK~=`&->OVtD#E|6dtM09sRW4#NO4nB zbC;XU_4e)_a=3<)-X@5;{@vJw))kIoQ6oxVnRaalKt zYb6VXEh9)`V^phftJ>RXuH9wu?@2@721QjGaa*bnSD!*#v>2qbBa*tR&D#e2=4P9Y z0C!xwYMPodCNe;~Sr7h-!iBlI>id=HbUO&M0rvRDp^P&U+vosIqnV@7?JW0Kkv;9r zjI4H`!d(S;LR6v1Q7{6uK>fSIaQCq&0RP_?-OP=R<|SH}U&tZNc?Ak|FY}{^ifdkh zBH18YW=8@?LVA6u^l{|7bOl$`cbm`H1Zs~L+P%H%V3GZVN0FfMphuEN@=oe@L(OqE zcxDpXZW)vrDqzr*&9$C0T1MXMp42X_8#G^i`ZZ&{GdpgWvzq5SZ1dN9)Qmw5mt$5T zsgg=XcmOCgRXT&549xBr=CaYWqfGUekOg z7--lGw3X`zl!3xN0?%^!JJ`gE{w}EWR(8YNpuQOVOKJ4AzIkWTB z196On^#mV2RoOrLNnzvj10o}UOUU!y48l*IN*O4+xUw4v1Ckmm(zw-yEtAn1 zMHUdl*d}AlMf3Jh0IJBJMxJ>d0K?sB4OwcJpI^-r#8cVYWEB!$OqP`Yy|c+;P}h*x zRW}?N1*qzk&&>hY%d@rRE4nbz!%ejC`Hhdodg}g{L@r5vh%rBBD0mmN?5~1FmK-R<9P*%%qYJ<8z`zKjk6ytpsV&N z=+w(hjg|N80Q#HQa}otzX9!vc=X0q`Z}>X;D~f3esSB+u^D(j!*U!+=7DPx6Kv;$* zbyzP48wiTdwnMhDYsP|OeIYA9JQ3k4Ow4!XH)xI*3ZNt#&}_^};KUhTIq0 zuuFNX?7k`5HM}~r9=fU%!I`PI<_lK_+Y2kg-4k!!wdY62*uY3*N8TmcUO47jA?U4#yJh^oAa zGP)yYQJbIuA=xyo3hbqw?JmfKB)3MJJ*RtUmg+EuHugG?-xLR|TH@{;fU%@;BX>36 zIW(%iFtF4>;0^}RpJ^cg5@YZF&>Ad5++vq^Pjv*Y=6g#HM^aT^pXvh9^gaaz>gxri z>7{$kdBSoObJOOvdM>Eu0-9;>o5TCPdYZ}3Mpl-3ErE$N7vGLAnp-(0m=q3mS&o3@ zL*4jAlbM{Si6rixw$K&5-nJi_2hDU%S*W%GhNHb*_6XJ-63PW`oiLV4%|eS_ zz zHOsudNY$t+8`tscjlr1Oq>&u;&=^SYk~Vgtk;sUbsO@8eSa#nE822Z9_UubOu)O;z zw*PcEf?}+#k&14%Edr|w3~IJ%gJKNz0XH z66`W)W8UYn`wU;#(s@=8WF0-@u8eqSrXjzT_ha-5;1W5bR5B&_0EwH>-1;(ii8Qc< z=&EG}PRogkluex}+HG#LN4?@9^4pQE{7lSX_8ZGG5~H9^&+ui33i7NJ^>(7V->4*F-ZQ(xNS*G$Tz& z6daX9(6;d`B8dvGkDOB`TR-`Nc_K;;VsFRZ;L@B+E0a>Y#DyIZub7p_8S4xEMTqJ zg%4c2H)I-zV^NEX_{aWsJBfx3fDsM%9hV#lmQ+h6`+Gd$r9w6H2I%0y|6uShB${5{ zjnzb>1NL{BhCt#42fq#b8!QV-Ie5Wymz~0#@yH7{!|%NHZH7HDS^=dQ6M&Dm;k49m zG{4Ox&5Yb_J~q$_u8w4}%bEF-!c?^Vgm>Tk*6BZ9_aw7k3X0x@T{>bekNbvp7zeZoA$eX? z7ub6rqAgd{<9CH|-bA~$&Y`LCRJ@R@+Jw+Kbr9EZfBjtZYAF}XHD-6KAUU? zeB%O!-3HgrBaGxPORIpSWlh-0?h}sKM;K2xo!Q>;V~*6t+jX41&ymgg*xhGp7!b$~ zle`f&_Vojwf$)h2{oAMy9(FBq)M7O?o}?DnU=s5D@fwFL|8;^IMFd zaArptk{Q@S&G+F4L{kT33)gBSZ4!~*%p5GQ%Sa}1-lk`AbGv;cbM6n%8v?OGI5?a1 zu17-gZj%0CtKl)e-AFJz2oTRxtf6RdS9AP}CO{}&=0!Rq%YMF*G`Qkv@-K4VVex&Q zCjW6IN=SUV8I)H0(|lcabP7ESJIR=94=lj|TZN}qV*)`tH`Q_}ZuKoP{E&2HO6N0y zc{5R3+R?ct02c}kpFHEZ4UWmm!m`=IOd1|R%`xsGt&)?KnMm49n{J;PRW%UMs8sgc zMmZLth{^Wec_ilJEZd^x0VK_a}ginnJ-ugIl zU^x!Dch8)+TjqhPY7FHFk;gL%o`xw`dAfkexr?`}LVw#iFzXIA+jh&%vlBCb8u`?! za-X2l-a33@hV#=x2)Mb>tuCVrG-~Ubj*OaH4F@o2Al&yn<^39K4%W>fhVE7fkH4PK zH1Y7=N2`0_q(awneO@-mAS4a48mmyRfi_5U7TE`sd3YKrNUrkWZ0Bla7)L@9Y!hB;)@TJ-Tp07oC;s`xz}0cVXXZjcqr$JvD1R|+LX`cux#gZ`4;jqh6@?ZwUL`< zCC~6wmuRSh19DaOmNQm|Sj7SRV|yzF1L&2nHJ?f>AeaeS3f%k#u2a>ZXd00oRsfG^ zxw~_vLb&TSym(3s^LDf`8|{K27#t~%+q~{vXYd;zE(y^*Ef#MAW|vKu^MR+P{vCCUEU9l#!KFx0=Wkf5GaU^{dH|~&cPFg_Aa(##>xsj_G>y=nhp1p;4qe#;K{{@t zN)mB`(||y=;^h&9a>5iM@!{FK>ONSa%{mPKK)dAbqJ>C#U>z>FD%|fFolcMt6fqr| z_FX(KSO<_LP9^(nbQ8^y<6ThSXFc!_7hB>09cLYJk+$*IgCUWNLZ_R>-pLu+d<2!z zTg?jl`Tk1>4wAJRe3-Gvrw>cu=Ia=ld_WJw2wL?%=ndme8%w=-m}e2Xwf%;iV_8&3 zb9K8tUbI2^B|_lZFcPAJjTPc5b{Vm6(i zYOTg}C_w#cxi<12){i;_K0|_) zGxv}>#dVUQ&PRb_fu~2AXm-{Ez(?rtN2P-R=lUv3YlDZV6Q+#IN>PRTZH?l>4a z75La*`ZzKpX&Vm)Zi(aZTz5$uz%9q+-u-j*yTw7+27tJ)IF^AdCDu! z`T3ppQzEh5I6Ru<)$Vr-ev)Qsa$R3h#5n~J@3?TnkWKaA7dw5^!^s%hLD4)u%K^X`b~4lt=}tAAvCKE;4NSP%m(Z4ZHA)Ng;~@k;7CfH)RXx1eL0m zuAP)h>H7I8uyzzaYumP)pEx1B=ck}q!aGmv-+lIug`*#??WYI7-?r+5G7foYS-z|2AaXz+&YfkOwteQTd=`!>#$!_rA z51><211cF~|8r{07`6$(bE_rk;<`eLv#-mD-)}86gxPF}FeOQdg=|Q* zX#z@$3TrWJs}t_vpKPn@{cO`)7p5Bkr5gG3C|Q1Ij(P3?cp+3*LL^=K{72Ip7U$+Y zePsBoSN9DAC{nHt$??6k;(O4J$8*1RndgI&GVk~<4Akd%#H6@b#(YrO-1=z;FcDkg z$CPkrk3h=$G{j1i5*_ZzGI&bIz&R?gNl=vS(d<9T`WcCK(mWUIn~0#~{>tZ~p62Ly zY2IoRe*n+d-o9Q&9$9LT`t8dQa}W1a=Q{CXmSz(8yzXTb0cdiln=-)99NJ1WPPD{m zS&X@lW6$~T9%W1=!^x1sEqS|b*iKe|SI?^?1Z{itRZ*u}`i`a+n5h9K7!oDk(%Cb5 zfrdZb{H<%updK2ft0=jyLa{u~*a>fwp~4_NU+}ro42*>j|ntT9|~WzQh8Vg7DrHl&J=}Gwm`e zOH#%KF{UA;t08d{p<`Sx);WppL3zfoaBDk}JeUkNe4RSXJSUg38m+Sr~4yvmDO8x^{w^UUEn^h8ST0v%A;@V)XHBc4xyc+-H`G9VaO771Du}NpYPqE zY1kGf?*L-)G66pYfH99w7C~#Tih4bD-FO+HC$Cb z?qNx;BLm9U87xwG8YrEE51wn~K-v}U?DI_F-Bc4FP-TwqrZ`B|WeEc+^bim@pv4Y( zuq=_R+w>;8dUJ7ih*Cm338X;RDGi*w-Drt)Q4tkQkDaz&piRPHrzccE(x}lrbeJc= z21z_l!B7)uKA|H)k48=2e37A(Oa0}3;hj{XDo2CZ^ZTg~#+0O!wC$N|g2@Ic;jK0M z7!MWNI5}9CA~&o{D!2RFF<+((en32gb@uY}K0Sl?q^R0X`-2m5hz`Olvv1RwTzsl` z=y?1wv?C@!UGHaHaU~SP?hfY#bU$+AVhmSPF%NiCH43fSmSjxwA@t90S9`_*4@Dx0 zhpZeCtiefDQge7(Bs7ir;~0#dm?f&Tv(mZluMv*Pki@;&_0A;WL*3C4$k8<_$}zU% zp?ad(b6Y@6nGphRY|ed%s7 zky;vwyCnz;w4To8Dqpl><>Z>g{Zz32EHP)q7Yr6TEfiywrWK&x!a{DkUe}ES%c+50 z&b#|urp$fn|2Zk&R3fB7{Xguowibb&fL+Csls*S~q^a>~}XIYqn~TT3t`rm312A#`)hJ2l30Sul0uNV|5oTmBcPk9ij%{T)FWS)EX(MKnmi zHM$(%cBF|IEunL|g>itb38qhO=F&)sq4RtkBvEZ3vByKRpN;jcNw?S(^bQ>_0S)XR zY8{-|W*!30MD`7+HJ-_?ay&HFcmb}zbuZ!Jrm9Gp;EFCz@v}mGYYbr`+(C(Q5^`iD6 z)zD1E=YZ5PFqpE%a;3(DO05D2trh90rV#OVM&1Tgg1)Igmv|{{tJc^mf519MYZ)j) zr5!+uur90SQ`Ny12Z#zuM^dN*(oB{!IjwSSVU#0pTo&k@xgCmQ9P$*~_j|29hy-sn zjQ(^>Etb1=K!#z~0SBXCvl)G6DlUo{Y}wdsqc;0i=hd?%v>0=R+rmQR5!gPe|GrNH z)Ex2SDTg$l9l$?$Xg{7!j1#o9cp&D#1~G5d z1`xzLZgUYTAT|aC$~EU2Q`L{QraszE7=x25Q;QDyOn2mg-$j$aA%RlfEpC^adKfNG z82c#6TDrQECY#}9F(xMPGnMG?Sy^mrI1RzZAHxv6+bmkyh66MYJ4yAV%g?EOQ-XjQ z6RwFh9s*2-@pqEOG+*+Zn(u398p0bSN5lrU7X{bQ%v0AO!GdAHSzFhIMUbePW7EJ_ z+Yf1UZKP&x_M~Z|_7TSJN|I7P!urh#veRP+5B14TNVYrNiE{``c(T?%3i&@OFr`=Y#K)K9D#JpVgR(7sPrW8ZLfe3se}S8Mya`7%>;v_c*l%7 zCmF<(B$PEJRD-xOD$6FKnX=?40;*~StQ%F#Dm@@z9Es-PaiBq>QujC-wp_gl)C*oR zxqFAy;U;GHK#KqJR%dDa96!r}FpQZ}jWERqc3sXfz$NNo*eV29WGXgB>$L2lqgS`V zF^u^GNH1T1=+Yb#TN)~fZly`nDO*tWs62&q-M!0<1Tgm?xfY7TLGEx2rO2CJfedMH zwx=F(RF!JO$5W+2B|1Yp7o_2`{;KNd{AE_TRZleZ{kJO;MC;o9S8s4t1H`ooJl%c% z7C2TrYrVZQZaJtxwWVy!nc#T9#uid+-O){>YgJ0*I-VGcTbxj9R-Q?>d460iDwtlD zVZC@^uyTh~`SkF@sxng8k6vD*we!=;m@a88mk(FXq~xhv`3J+l(zA9_Ch!I!l!&adB3qp`5_m*Z@b-f919d9$tye@>|gU6In_snyyni_>3Rj+$B zRBrj9gcTj!uH^i-NjV$xAJyo8f*Lharx1G4hhLa6O?FqNu}pM z%%IksCa(&zbd1!5<4*kU94L)_wva$BmG4C@s1s2F1yIp=f5D^zMW8YeP;r}~HYf=o z8g(?q%8%73c?vR!Xcpg2(^=M4(y2M)B7g=ZrHAIXKiBDi$)j?zxoJk5v}g_)dh>BH zND9MHM$aIgCm6MsCb&YL)wU_aHMfF4!?=q}F+4}u zXVQcTbOaS`WCVo=F{d;y^|{?zX-{QqzLF-rS%)PECrkp|^-REFewcjLxmT%2@17+`Nm77 zl#1SZ34nm5O$fn!kC&=~AK6n;I)VjXbkd{}g^7eg-i8Wyo~se5>Eo*?jPE_Uqz5Cm z${Q)3j3&$wJkdkZZg2KAsYOJ&AL_E-$>4vwGIJN_ujpMLA6Ky-)#7ZVUhv@U?MDtC z0Ez{6yTbE!@^sK%T1C1J(-7suVuEyBG0$ESvA+V3*9IP;i(TEmxpm~I!IK}N4_7)2 z8cusP3RFj({ie9!YP!d<4*^ok)yRN{qVaWCA$Ua{G*g9(K>zhcL^5N=AZ5PhY-i>n zZC7!qMsZi&s&2_C`ecs2h6l>#1HX_4mn&5Bn*M?S(IIW;U@qnT#fz1LX6dCNQgk({ zP`c%+bUt1+1orhL75WDVYuu-O{k@`lD-0*Q8du>C!7|F4r#WbcG`XP3kMuzpMH5?n ziClDp%W1SoEb9ePX*T;M09o=|JONireLVx5+WY=5Y5tPwp^#T?S!zxAda}#S-W|%^ z{Wl)bC8;x%|H3dA;NC?y8JANu+z)m%hYe6qNtfsagUHQ0Rb{L2!c?B~8LrX5T!JRp z8q+3`deJ=NfE;`g&tO%`La9OpS>~f^XQipJ?r4MOGv(s~F2vG9Bu46)huTRKbZE+C=8 zCJ^n~n|Z6eoKF3au1DxO&%QJDv$5ANK0+&xE#LVKwC&bBvJwjTUDce{CsT1&(oO=! zQ+9wJXBM6MLsy(c?$$B#rbS0OMyY0KeQGF5EOXsQQg-4yw@D8w4Cx1=WVO zMx&tY@oG+j&{c!gT}e*I?MYV?t(2YMXps!rtz!k^TpGNzDoJCgIPL+?<4B-bw$r^L zfhc}Q&I$WRx%x+0F~{rdACFaYfS@tb?7Xswj?42CRdxM+8WF#Je?!Aq22<*FzxQp# zTUCmqT&vLiwm)jo{Ep$z{~|I%eHlUaMHH~6$99oq180Y9rboFNYd0LyAOZMoDXpR2 zAxmn(t9XC0>NaXH&IK(X#O6E)F}{ZJ3``Q#CzfF=iL6MRub`3r-Vbdyy<}BFSJv59 zLHhD%uX|os;{OMcY@<~I&%r7V;sKHICh-uAhz}<*?=eb7mf}iJK6>|J+y^rHR(&@$ zJBCo!AfGb6Xa;^R{8hAihly&$Z~mB2Tr+oZ5-<-U&0qeQbquT+M3}{sh{A~!_KOy1 zH5;{?WOKP@mgOqQDtx@oPB1)f9w$EWE0W?SC881_Eisg4)j~2U z$wQWC$Ro=XwDlF9Dz2yt;s6%vsmYjx0fSf=difwFZ*ryLfwIqI^WIvuVdRy*N>0d> z1(B%${UMh95Szn|wK~S|?KHl1V_hVn8DxjAQIn^#byz8F>d+TOQJ&#KgD&$Rro6T- zG*|)=yS+ylG@h}GDNQFrnHFSz-e^@~0II-(S zm#CyCw>b!pQ3xt@tQ*1R#B8QD^<2v#7x*cj3y6{y{TQH1rYCluPoAgZab?+(VhW+# zPd!>Sw{EXTv9xY@?Jw2(`5Pit zzpqN5$z(U3(d};ECi&b`wDps?*2hq`BHnTzL$r{b^_BfK7)#cUh_%1Hiv4)33K?!H zwqnt{lNg^OmZ}{G9P0c*e3ct(VclA@8cC1f^ z{QZ%{)qNH<4t6DR41JDflicS@&9~A<)cSUui{o4}K%Q661_`mLm$F^(3gjSQksRw7 zP>pOOVSlvuOTha;Xg5LwU()JR6OL3Yt7W^116x(ddGd%WcOu%fnG;S~;yr_C(VovK zZi?$PSCx~d*v!#Xbj59{`$3_(no@Wpg$QkmeHf}+xP8>u|F9L;$vYltb@s~vWYEb^ z5s^sVYp|7C9D{})GfFVFCQV$7s>6@)Y%9uzF3iIG#IyW1#jr|2oIl>5D!IkL$QlKr zwIx-nDePchYlu}m8ldCm$x!9-ssLsg&(tQ3F9;e*;PRkzHv*Unw0Z5XE6#SqK4?8(%EAd{e-zuEC-e^5u_dLOCsT4wZw+{StZmn_*OQQy@fFV3Kh zebi)vVS5^|Xm^tFY-0JfXdcFWu-o^Mvjow#&>D6|tvaQc+4ah*-7e==1@?ZSE+F#r z9MSa<=1WgA#6ytFOwX2lFr=FsGtE?eoJ->Uq4MveT{mPt!4xjwf%P0X(*9YgmMd)->MiyOFi zzWZv@WRy*p^$cQ7Gk zdk84nBMdQ>mJ|$SgKlt#82L2vQH$9@zQk z=o0)f3OQ*f*)tmP?9CMr{7HjvdwNMYq8y6UQN~Pxw#8Qjh=-ptR7AafNN>*ZBOXjD zL+7!&La0ybP22R@J9);b`|VOFv@({r%U=)WSXpZLWl4RC*vVn(3$LNLL9;JphxCn! z)B$l+`3DRHFnk_FAv)Nh~t5c=!}DE zKI7fvSRtx8vid>gx#QQiJ@QM>|v)U1g{Yj==%U^u~2jAUH*^Ac^G!U=PZpJ^$D^JP2xpn&Im=`iM z7}#VC^>5#(&e8I2WB#rOu3jY|-#Hz;daa8@PEX)??7M9qAh;vQV#T^2FK@b>cW6e- zO$ApxVO0?Gy(d>)7dH*cHf)YlKxh=wAy^`XVg!a{C~VMJz>5*_?qzs;5)4u@0x&WZ zaxWe+FE)4)nQL*A4R#JrAPT+Cv*n(4F**a#N1oE2$m2vcL2T7A+dky{eCX_G&XE-H z&?GOh+twNOS0d7+AOX?4ZwIov+i>_<5cNHp0tWj%a_upChG zjp`{96CkmkF}}m~G-`t24uh)@O_>JP)Wf4l+}pF-fDvpwdR>-q-s(vq<#L-q&_ zefalZzxf@nf$FQ{V?HNUU>^gW>h*bu@jldbl$|FkjfJ6!EWT1AK%2`L_+~@$dRz}g zpmX&gp$r(ln!cdbQympgHR8%HT}aiwTdbf7EGCHbQF+t=!~XJ0TJ$`B0j=7t3#n!v zeoabO#6)UlH$1uUJZ%{ufQ+io#5#W^@wJ-wJj8XYnP?;mIxuE8<-ZFPA*mzd`?|ex z&*I72GxdPBZ`KRL1ukVAEw%miDciy`-(E^LBlF|o7@rUalqZ3>90g!`^OVqP-)(;& zH+{$s1w_7OeFlyXLVsXJRD4 z_SB>fC5G1c;Vd)r3~K`D<2=rE)?D2_lvA7O{tY+#4>h34z+&H>7vqlh^i;V1f|?H> z>xoK?BvK^X`eVU1#ADyRrI^Qu2?gz^lsc1BY!!2W)Sxcdcw@4^BK7yaGXVoS}lzFjj9{ogm`ykpnl+Q;(BV(dwY3$%+)X zQZ0@l+ksGB*c7!{oHuhkrZ|f)N5B)00A^mXC=Z9}I-bB#Xo_&4c^JAPBHEbYFg3eg zm$;!vCBY4k^r?lucog*bNN8eb4BwE8>x#W<%OuEWItDdSc8GB@B@P|DSjMhDIfy*% zW;1+6Ar65+|M0R0dBc;UxwbEne@gzW#_?cQErA1W%5m)rQ7XY zmDts+n1YdCsR4_975!0t*j1D(mf|oOvtE4?=<5V zDLHb*Dqj;j3@Rx0i1poUU^$C1bY;`apEEgw++5q55YDJ_SAk` zO9|WD2l*4^pcqr00XAq3L=J%#96#vR%ErjtnkO6XxZ$<^x*FU+ci7xa<|Tj|m!Br1 zvJEA&wLx4g5p;#Cs2y@l4rBFqU&F=J1l+MkV^Gaul5C!xoZCVq-R!$fXpH_9=lWnN z$7AW?v3a*1;<~M|#Y{VV7*8S!q)2aJOf{VlRyFlDUsiI2$k#RleiMmE9At6{+VmuB zrahA20Vm6H$I`C`)T;wfN)fdTUWGpp_`jKHW@H!0`Q-PF6dKebCntf?llA-&q)2T{ zl}|IdHK7KlByp;%CzaTy1SX+;Mb6J4Gt>=^r9eg3L1;V;FyWN%)lIqR88GGSBdJD= z=WYp^@EF5Y`v*{}>F1DC%!(I~GB+U?D~D9h!srb^RcqRwRSxa}SC;9`Lsq5bas@S9WvD!N0DSkpCL^zpB!-JJlK;? zJll;v!!H)LM*9Z|%WCl`T;w4Sr0IMwKWPQ!rsjT&pCi*fwev|4Gt@PR{`EK|@}v{<9^x7@*Oxa4GQDB&pWHp3$;F2U`Rl~z|!jca_Z zoUanQX*PGaN0wGdw@- zI=Bq5!URWH2P?->2v(TZ!pG}mp|97Zmb1khnro8%ase)`+X8SZ+jf{|00b*62Dyqg>Ub-1vM(c$ zlWt#$@=hid#>gaSxW;vnGGNPh>L{DZR0EULMn8A#&czOpv=Hv;*~{YQLkxtg#9LaO zNV*y7GmOa;&FtliCeU{W0}8WzuxUjLl^i>7hR{A|(TlIMax{Fy3vicbhi{}-p;#1LLnF4D>-bOvb;d1<;Wiv{Eyr0GKZ9f< znujpw*HK~_&D$ZNeM%GuqsU+`C-1E}FbGcAYmJO1t92_S{M!_c8pm*FC#dPq_O4MZ z2pAD%$?mne&77zSyHnA}61#eFnml!yc5Pt}9xj zRUMQ?bT`kgpdl!zXVBs+si4&jERx$oZ1{$HB6uHto2@V@++i>x4F!P|31dg9j|R0L zthb_LRVSV;J1byibIHlEf!|zCJz&e67D2!jFCH*#!P8kqg6*<;MVhXb2cef%@IjG~ zT$f2w;9q8v+K^CJ!dmhsWdiSBMfqD;MakP#29)Whpx&(_(h2q@;?>t;P(i1fCK_8WdTH(L zu1+UNx3CS;hrX`6K)wp}=`vvoHM^c6&q)mfo(CryTWYI@?OH~u>8Xe*0h^Vl+VJKE2M%~~g~AzlT5cKsD8S^@+5j5hq+(<*$1^GT1ky?G;$O##jb zW;6;9R98pn^Ez!HETFMWw4bmGw&FldCgZbwSxRQZ5`uuXXSdB!eV1I3qVa7ZAIhmZ z`y7u=#%!y;5Pqa8^>$M&u$W&5LXG5mEs8Y+Q;ITm+J%}%?k5@t*W4)x$vB;^)uQP;+cpEHnBtIbo02z(aTGj( zUK@7Su@Nl*2$-B6%L|Huy}pc6i&8xZEw&mo`Rt5I3bnO#7uef2*)S`-z0D&W8=ThH zN`Ccxy`KtkJ{>-NRK%8u!E3NMn@&+2JKdL1$X_NyD({uq4-w(W)yVW#KeQpMN z%lhb^cywyG<|@I3vx^=q7wTIjati72;GpZGa*dLkN*ZCgc7e@rK*AnsA;M1>&VLn%dzp#*ubjP(p+3>(yh)?!SJio#brf8T21pg_n-`* z_;xf6@DgQ%Y`aB^B(cnN6Lx93h%Vz?)`(|=2#iRBf6DFPW|&bdCbE++u!upM^e6c6 zcTQ0@5>c$HtfE!(0iYYv@*In@ffscvja|QtS=Z7~H+`b*pTLAMTuJptTN5L@G_gr_ zb-VvB@4JMpQCACCIXhe0I45q#6I4h;9orJ1Xx3jh&BLRzUbN{%+Ig5y=lWLcCk1YA+pAhs2PdYCMOHExvZ;cT3!^ zl843?I?GkbXKfk%aDr5kV=dd33D&^mfiSG%@5~3#mw~2Ma4sV-f}Nb!^~OWRvLkv! z+((t|*hqj!mkTAB8X7-aizZ3A3Ut3YIncE>v_RwG|MD`FJqnbNAsE(0;A?gEzSe7^ z^h*m!2zfLx09vRSXn|cI{!eWhgUZ=yF54cp3?Jv88UVZmtD3vCMe zuIV%U%sp&{m_D}JlWj!Rc|XcOW_x@GGpZFJLFS~ZdO^uTG*p5h;G|`OLcUSPJk@bO zvY!^?HI-_f`L$?#3xGEe{$W%WpRt<`4O*9oP341aoA|^!*LJ1Ky9zmz4-&OZBilAG zvMSroflN~ka`#!c1_q6sNiFd%)+nd)RVL}(8dF4AfYX5*&`%I0?$%^5?>)%5sUQQR z)5-^+BG*_RsLiLGrs^%ce&B4DJ8FoKA~1z*E<1u-WjRv=zXe{EQ`n#ZP{Z<~PNQt1 z)fKSHuv&WRRvy7!8^v*d%4Lxc2zTx2EPBaCIg-@b@5>rcv^wT~4-bJ^Q(pLoLPo`q zOY@%%`8e9guD2l*LQ4~ma|W&}>&JPQ^q$@IPE9LZDpmB|>T_z~hPJ?TBg<5+@na{} zVze080*$qD1Up`)K`dOO^q9Z}Wn&T*I$|CuW#o@-B2B0oLfZ)?${Itp49hNmd2q#eL!tFLq{@Ae`K!_+S^&#>iSAby&a#kd5VQMBu~8-3hs% z_G1g`b>Zh*)#uAa=W1j`xT*KtMTViA%ZvF96_#&uWs+lS~5-;wj2I-oMujlvV+%tk(uat9_{%7^1?oa~tIoluWi7jEn&}a?mE>ortZT$?mD{IuxLM|9 zK%`o`4~DHeaV^d(&dWn|&B{%tbX*8Yx~Ta`pB6i6%_v3z{N%2(A@qaKa7F@jl%NCr0*l`8*HPfU0wi z7lMp+5Kd$58FDJ#Y!rPbqh<)Z(Jm{Wwi<+QwB0Ro!R`)V6B-zcs=lx!G%|i_%4`qP z(^{*!*yvj@NR_VKHqZ}{Y>fJ0qYfc|T88V{KWrR4+UMN}A)!|NX8W@#{@tcnbyxw3 zs4|p$e18iUkbpk0IkjrAWv?a|RQb2n5d|uMMo>PQm+R3bY(8|qYs)Ys4QPnAwe6G{ zz%^l{s<9O}m~GjU>khGEDxi!iTkVLS4lh`Ab}`-IxDK$3k0aI^G(tlZJk0~XtbMSh z?3XI29)`9lkIbT{m~33u?PoGoR?lHtlsoEf0r8L=3j6;i!&DD6Q`FYjL?dGeO@_Qc zk1#PY&AIdyWQ44QNpnt!r3lPN!KIq+`e~Dd+0*1L*Fvo^Ao6Q%E%$*{J+vd@oqB+D zP!*;9!1@|41pp-}fc_)LgQ`=`km^$$RpQJw2$qn$B#Y3TJqAm&<)YAo&Rzhz>0M_t z#pVs;QKBGjXH*g()fcM%akEW>!e)9r?H2VxLMpjdl`@iBgUR4k9_%30~+L zcgolp_R3`i2tS#fS=M1Z8*0r!SBniBkVCwKu zkr@l>7i=33kc8Z|2%BUB>XvJ`HUZOy`7q8S$ja}hBU06wnv?6|Wh7Sit&~{DTfJ?( z3?A(0pEkq^^IxuGgZ#V%kbQmh5><2*u)R0+ zl!WB`wBa)TrI&yn&Gva6Ydy@d?>5fL{V&~#lt_MmmuJ7YrNexIBpl;OOupYvV&vWrUuFkYA2%uj*Tw|&{ z{JkbcSUBhVwP?lY1-mW=p1KYd#D-3~0R*>a0guFl9aKC&*$F9u!7e`)mXqWn=w^cc zt26PA4GqVp>e&WmSAG1P*@9^R2#F@itq%3F6_I5-b3lL~FZKFvE+giU4>Y5Rm34l- zB@TY7N2>EeFd(rqzJ?&FjZTSc6V4#m5g@G}3{^Zl*DL~;$P7!dWk&(LGL1vF>qP(b zO3~VTXrBF5boPYik(?V-OIa~1F1AFdstGu)cZR+^Y3+c?r-W&4z4DK2rOkm}q8}i( znZwe?yWW|-5AYvzy;+5atjLD7hz8t|0uee>^Je{W6=;|CUElg?_Z+5GHswG(A_ezA zBSfYpA-QA;+cL1?ewBwmczk4mOp)VGLi!V^VH1q0t>~mCj|Z}8v-glKnXG-S1$~{< zB^AGxNql`$4O{bdl+VN$lki|qQ-0-c8AS|%Q>>_%f~Zn^pDH9>Z7%3_Z~AR_W|()b z8u`)=h*1PjM)4x!&$e=m| zXoO~|sUO?Y=XS{yl(4D36FRFhA^}CfjtNX$!sM1Ti)w($_Lo)9WLVG!fLWL>{_83_ zV%a&}_VD1CPJ2KPm)6I!LoEp*MJ+LwcvnCkE==!+PB(FQu0J?@m){UoGxm(SO|to| zY{P`bh5e?*5LCX56`nCRPBmNths4P0`*Cln?NiR*;f#CVZZ;kii(t`wa44Harnp%h zdhgePqEchqguC>DvKen_dw+GM6qRTobsOTsJ?>Uq1;lKa)g^ShxNMBsny2$Y6v4CH zXs9-q4sNNgFr?QBWk1<2-N8eu)iqy%jZqQioCM?$O$f-lhJPZ<(Zn_C8rPIP@Ib%x zo=)gqDUPQ2dwu%Q-yQABRFJb+zD65W`HM19Gx<3gKwks@q?c-O$d8yjl@CqA%C4fK z@_}qLwrObX5X0^Cq8 z4B)YewIz@E>7bdxMHT0`X%yjK#r)@@L2)nhb|AE(VzID+umeL)yP}PuGy1tzu{)$l z5*~W6d*S$2VSFQ(Ptyzi>PpFmMkBqpqkg!lI3~*$m@vxbD(sg{e8uiwI0Q=TvhBN^ zQdnDlsuAZhygW6~2y>1cwmQ_kmw)aMv@mY?PHZ_RQcZ2HdUqaqauE)YA)$+^mji5W zW|U+d@PvE;fdNxM=0nIJmK#mV$Gx-eP$AjCu4B?`{)x%6d9`0bvB17n zaP9UFn)3mwA67@g@9e|`gqz^OXqFncn=07xzMtw{d@m;sP~3{r%jBSb6E~@AMgiV| zs1e?9Ix%|fMRrx-1B%jA@paS8jNBH#Jzx7nquGJXlO}j?Qb2t%($12`sUI}K`;x{7 zZw>m_k_NEA4)kkDgPRmz3RtjF!vuJ1;%p!cw?peBA-5dk$B$C~+}LP05dT^rsdaxp zvUfv;I36a`UTeL_zXs}ThZ8X+AQJRL%0XUB2z1)TurLA+JXEg?l4g1Yx$SI8O_0EB zQ(m!$6id%w$}&NKZ?Z_lx01JkX>nrQeTE~GX*yub(kf@A1Kuxjl~lXL59&fGq~dgl z7=&oe+zTp4lZI^}iU{Cnxn2S)gk0mQYt+%2+k#vVPc5IV5Vzv^A!gqsP#5r4+!@te z`s6~im^cIVfv(|w^i|}^Z?No6*YY~NY28&GB{ z>XOROa-T+B&RkwAIRy=uK}(<&-e z%f($+i4BR6Vrmw+SE+wjpLU}e_!s$L1=IBMAg|b-Xl;Y6AXfobJfHrdlc=^{8rQVqc6LB3*c#7L8~9=W(e2X02&TFIRg)ugTyHGrItN|%0W8lqGfi>3YHI%dusOgunn^|a|S7UTi%}GGu^x^ zTl^F1Eya^j@$#0Tx=ZyQd}MM?ws#?P`u2*qj~9hh~^NgZx>Es9NxLUA4!vXU%c zc_qe@ZSY=o+g6L;!pg)tDq$?w*%Fy2rOY!*bMBfRJ(h3`4OFj{dGIy??$U+ zBBw*608!{{+JQo8Q~ff{@j4s>BCh1O)n!HI6Szh-S)6Q+8h8R~(Yv4zWo8JGzOd{7 z9dNWXD;ktzDauyR<-C_PS|AULcR7O|{`q*(KKSToFObW`q*zES#DLAw2;N>zK*9{B3$6acydN-0!Of&3uk|N%oifr3m91b; zAlSvsxE{Y8zT*i=%N#6|-9wbI1n`W~m!RYI(#C*9@ciS+`?sN8zkGN3_n(#bR>0Drbzr9DjYZQE4NU#vq>hE8_qTG+%o zZsrczs2=PI^7C?R4VoHqdd>82*eX#bD5PtCJX|}RfTWn30z$rc70orL@R%>6S9Kjf zPVrD1j3_BgoNqV?n0eK-09NaTw|zTTgJ}YygWx@iZ%M7YLJkEAH z6cYg?1jvQ=Q@Z{7SWxN&{cfATwvhXMx8dO;YV~1*thj#I9(`$t08TMAgH5dM->OxH zOrQP`30;&bE3dt&0B~5KTQ1L~hH;sOE?rrj`1>s_m5t^(OHi_lqQn8hwo)kwT?8CY zLToHcDVG-4^`_yBCs2CauW~0DPhd)NwT+0?H zC(0@{TCuRZD!1YCU8BDXo8tmu7@B;_Nr z{^1(*uCPVZhh4++>G;Jku1xg*I23P_9^W4DDw96>6w=IVZd*x?%-kp;&b#wzJ#`=i zLgpOE$cf{83rn-7ysE;2XnajG;lCE~cxz5zz%!d-9Nn-K_#w8vukg}z8cfZ$Wj#9~ zvUFU*n=@B6d&VBJ3G`<$m-s-3Hu4jCqE<^D9#Ha-Y+4%6o>?`GBdVeb6-kO%)raqG z$d9p6v|^zYjx$p>!HJ#@6OZ+Qfx;V}O4sq=qF~Cg1=a`u@!hsW;_d5-9Zr{6t5NeW zmy|Hb67+5IuFc``=yw>swnbD{wC0F)9wZHC`;HrR4JY@os;Sw|u{l1_C4if~`z903 zJ^6w&9Yq>#Y^(sCBg?m|qP1Zjo2#9NHYqp;Eh@+U(!m0DaRtVQH1D;@ZHz}<@qez1 zIIW6H7AcK)H{fL=)MhnP5=L78MI>P*Rg(zICELjwp^(Wn?J&cY#qbdlE0vguIT^SY zr5!+y>ROg21^h=h!w6wj>GKj*)dNp2t+N;e2&9LH1UByb%|t-Y3+8R&QIE&br<_lz z{|rWd%-wGVi8&H?5ynPJ?%H7U@V?%IQW_vmQwy))jy9D+N8it9+Ae?mt6R7CO9A=o z*0lIGmAy=zvR=NtIE%*)Ou=SX0?V0e4q?23scuZ)iyY)s`xK`!IBJ9D!IZ5P3t260 z)tWh`WO(Pe^D zk_Lgf{!3x{O8AS(5>tw!H1rEp*ar}vs^Jw~*A3KDpoZHMb98Qrdvy(Ml$LwsM;4@y zLX36wIf@T-qD*E1qY?qkH$Uvo({ub|4t3L|eL2_+^RDN$t5hO&;-Q*B60onktURS%e*JYQdXkJIUIN@rnUbm{|}~XvqloDh*->%^}9& z5Gm?}$U?wqgZC`O>v6Ibd#fWCx_u`8Md>PQP;`SZhz@H^1WeSi;k7gji6J}AL-lFX zXQiCZRZ=qQf&rN!5`HwgqKgV!$0S9cS9fdH{EAV(H~Pa}I~=@+-bn6*`~?MQfl81M zq|avaO9R#=52$fFb(|Lix)(46eBH*{%8J@<>{`M!Kya$dvb%>VNNP{;-gZaF2PQBz z$-mq@bjUQa)^;)r*Sa>MV@=sg%od<0Q*U;METJk>^XW|-DF$R)V@;?LDNfcfWxs3Y zRL>&K!3QkjSwGR^PTG&oogUgE?o9pFbPspXG{Z0N8mq(UpqCBDHK=EgjgO182|Aj< zGPRZk=`R3RP7O4lwZ*VqzRvY+P1S7u*oX`RQNBEw8Mjls9u=!llEZd&%=KF`fc5iD zdVp0QZWpH`he~Ao%LVxs#cu`n;~jOMm^8}|hvzKx3G1Lzw`)r`|*e?CZMK90Oi0;$fFAj*$!oCA~4sLKFf!nbY5@!1su9t-9m&{iRkHw+Ja|iO|SEABncu6&sv~)=8y~m_SP(?lbg5`s1^}SW`Ab438-C?%kI^j3j< zSEfDYA-23uM%{M{{cK!VEiQeYh=Pbg0hrQn-L80(#25Z2ORslcemhBT(gv-UTLc}B z2Y7wPaR0KXfc6%9QiPg|A=%W4W4UWu3I!f=;}eM z&uOHsqrl|f;d)B#amC5yyv$)4rEix{>2O9sj&@8ADhq)2GCle#PMXX}JFqvUuESlE znlGElvAO(lC=}A-B>Y>Pl>-P2MNjGIYYV8$r%@IZ;@-eMn0{c7BALYMp#vlUhT?!e zV&gig0S@0TbryvdP9&SCYvY7QU@v5fpKz+krEIFzT@G50D6durhdC5+M&(V9u$&7a z+vHibj?@pfO6o1W=>1z?oC z+lPD22GUHR8d)cnD{yGbJ~jVQkhj1Y73D=8lC5I>TQanR;xTzh!^+?|9_pdcPM}kl zdqc|Ts`>3YM7xKkGq5~=lQI%j-so|ez(X`t3KBke(~vlUXE0|MdV;(n5Ql9z6E8Wq z%}iYqztd+yz*^nz-Oyk@f5A3J+jJxL*f_7fA1|P>B(AVY^i8|3^{sTB_WYs9udf^4 zba|(v_{P7q*f*4+U6B|Ce?R1>?c{>LP6d2_J>^>!dYPb)JfUcMsB5bH17gJPZ%M_{ z&a{vTYNz8xGhUt%|mf?Zw2nQbBcJnoxO+6O=3^a20T7RVn= zZf`9BJzkyKjllD}RD=v1F6FWMWMj9d%@6USr3(bqDA|_{}Cfv zVsKJ8KU1X1R0adq-c)|+vS1Q@xaD1$cD2+s96nAl1673)Ye?*rv`bg8@6ATWfVBCC z4V8`K_dLJL?)t$acY7t@QlBkK)4~E?`;p?E${w)oxazDPh!FEVg}$N6^^1CGRFhj# z-7>WbArcdUy%o_Ox2=OyeP+L zpQMgB42QN@^roFq?8}fsY$=Lz@gg{LYp9f)Cb1~ENtg9QiMRmD>#3pR2rgT358ynZ z0ZA4G;FCnk=TVhR0G>6r*VD*{t#iWw@k}^Dt929dfttYFVj1p1HY@Zs9uDq;xkZ)EkXM>0;IWdyGx5#mSDJ)=2w5bQHL894us`U%DfJVYE*>g6%h#=Zv&fP z@&u~c1*q2t6m1iiZ6&|;CZ}an6>G;7FRx7Z-TnlJ|1LPZ=R56t+ks>I*5OLY2vA9_ z+(afxAuF$sgL^`CA zQd%16kS=NIhIjUJ-_Ntp`{|r7=Zmmr_RRhUx zGt`yhG>ouy<#B{^;;^vkh`4?R;rRkz zRlTE68gkp|-;j$>Q>*It=r;5l3Dc{#>5KW27LjG1p3BXwLcZbzy*Revem_K*A|p~- z)A!f*eDHmG;cL6n?LYa@Zp*r^E!%B#mp0Pw$9e?VM4o@yS8-Phwe33ikV(o-$upy} za}I3~EWUXDjka^2AM!hKC;gU|)?AHY$(iepU587iUMEpv+5!7$U*T?cDvB@!PX*g~ zCb>kgE2dnDX!}`6#UddiiTt#QjoUJ58rzJK8rpF4DdvMldFscBH*sa@KA-HaqTVM8 z;v2{)&J^CSAn|olzEELfw+c=P&fmd#9a`TsC+A7aaTKFhfmOI==ZiP;nDB~Ap0-Qf z;F}8ixN{22oP#c9`{iulU|^^bo&0qT+7z-i-S~N;1?S^*5#(E)fcN4HgXwtpk8t8P z7bOPqb;QKJnW64AMQB%*i+`aR%OB7$dh1CWd7hM*q{&m)`JN52@!*V61V7`^%$Sv~ z4uoXLp5NHrJfSnxC*t~<(E85%Ps>SHbd*n`(&RJHgojp{WYnCAU3q_5V1InhwKMXQ z3ZAKFuGn5 zz4U>Q*={OLjR8$}3jQV!9vwoOojPZX7e(4~-5&Wq!N=$;MS_9>O4wHH{e_*$Qw+PR zX!(8?(OkT{GG!0c({p4PdYze+{a0iM^k+ZXO}F=;3@bWFnI#%Ue`cl$XZ)?Cw5~92 z-HhF{5ZGe9x+ziytAh z{50IIC!}yO@Rb%#^G;6fK{xMX9x)%A$Cq2$b?cJRZIg2-q?wUPo%!zCq3jDOd&T8> z`qPyxWMUJ|Bwdl(8Rylp@go$Sb7d43Y~Rb3vsg8$q~6f&>C#{us08tk_^KWz$M|)a zRuQk~%*0c0RaFS@74qd_!H5=0JOyu9@G`gBQXOG-}hVyHb26Pd4fr{`(>OStUrE=<3<&9<7Svz+a9q|W|$ zWhC;XUNjElL9~VgSA+;n$LDZfv4k-?>P==vHQ(PUy+WSKd6C54B?OWS>!#Ob z$;F?P7OZnmcKFs1Nd>hv}O*Jp&G2V6?9r8{pnZC;B-r;n;n&*0T zd;y#KF?XdN@$MO+0nkg z@nIt$ZF`kuo#4cN%o>v!^}Kb_DmSlJ5`A*t9P7oJRW}dYa+LK&9@`JU^iLt^7&#@T zXdUiu0*!CA`+OBHrQ%>VZwSA#2L_DB#5~@;&%VmAN4dk#Qt}S%{?bk?cYo@8=d5?O zc<+2lIfM}@*#3RMVDIKq_%4IzB7H;ClM`sn^t%4xehrA7aA&)0pa;`G#49p!9? z)qiIzb&B%(?z;7*UB~faA!+E;_0E@j^d*^${D-DCCXP-HriRwQceX|r4Yp!i-0G%oPKc+JMm#0rcxl9G{yDWYFa19V#4~fh zaC4GTb24-?MI0id2H_E)hd};S14BW?5c1E%5JO%b#1IM&c@aYxID{aE|DFRl7>XG3 zf%n1?Lw;}wM+|}24)O8;2lF9@|GqT9ke?m`1zwqd??tGfpbGKQK%k%s@izm3f+_?b z0tHnFJ_HJ?5PS#}R3Z2fD5yg4Ay80-;6tFG3c-iKKox=yfq^On9|8ka2tEV`st|k# z3{)Zb5E!UJ@F6fzh2TSApbEiAHoN!5PS$9 zs6y}|e4q-!hwy8TK12{yA^1=pP=(+_c|a9{59I+>2tJet zR3Z3K9#DngLwP_If)C{ZRR}(m2UH>WP(&R6`y(LuP(&R6H$tr z;{Bfr;6o8{{P$jf59R%z3gAO||EB`@P(&R6cQ8VQh~xi;2-Sbyf&SA;fDirWeFKOp zz=!_lZR_8A5h}3l03Qmr9pFR3wgY@9*mi&q1=|krpGhvfDZ%P4)9@M+W|fdY&*b*fo%u)FtF_a z9|pD^;KRVS1AG|Rc7P89+YazyVA}yc3~W2VhkGhvfDZ%P4)9@M+W|fdY&*b*fo%u)FtF_a9|pD^;KRVS z1AG|Rc7P89+YazyVA}yc3~W2VhkGhvfDZ%P4)9@M+W|fdY&*b*fo%u)FtF_a9|pD^;KRVS1AG|Rc7P89 z+YazyVA}yc9Bezlhl6bg_;9f803Qyv9pJ;kwgY@P*mi&q2ip$t;b7YVJ{)X2z=wlv z2l#NX?EoJRwjJQZ!L|c@IM{Z84+q;0@Zn(F0X`gTJHUs7Z3p;pujQsEZ_WNEO=@{H?r7Yea z#jGs)l0CaULwx_vOfdTDEaJMv_?k2=*yWBpxuPYe-uwDGbI{n6w)5UMdbi$4;r^ok z`^`~B>rDjrcjE82JKXEWy5EE0Jw7_lH-RS+%G&M*)@l26&+hXM4Y~~$FS5J88}Vmc z9FX7qow~mb`F^2e=6iSc%%|{xbCK-XjnVMOThEITgL|c6ZB8Fc#P$H!=@;vZJ-)uD zQc>SekMvyzCbaJP7Usg?H-{nG2iFV2lb5YM1~&0mku;F2>(a_p`pom{gQ)t};R%m; zZLUr0$@7^QwrlSUv4st<1I~lFgW7{@zSXVUtF0aHQ}}`rmMtaz)`{Ta<2yQtjnoAtlQ=!8ub>ZwmsSH2Yqatwyn#)*XwgkJ;5(3 zJNI$%om;&vFRR!&ZHc0okDkervpA@HeQMn$Jjug8X?F5D>`?5Sma*)d0xja$r!Pb9 z(Q#*T^rgA0s8;Q_#diwrsl(Nit;DLQUtfQrdMO(5c+vRJEuQS>i)EJJuN;Yjo5zCh zyTn)JzIc4%@}W*jnsFA5pr#|ne|BJ5s~g1E=b>}kGBo(Y_w3wMj@N`#s{A5-f!NWD z^QMRXb@;{0fl__Z>+7csrv8szsI=$ami!tDdc5&h1ik1t?;Ah+c!J>!+oq~qez~Sd zw8cdG8|IBtP1$NP#UAPd=TIWgk>RX^O};}NPBqTnfq~btZ$Eg1%kr)fSGei$cJ$~H zO6glek7gQ!36A+iD!(M9CHkaLyp8%rOY}W^+xn-Cz!?k^wq=ZsV#`71GQy*{ z^T*iby)o&6p_kg+720FPnG{=%dt9s>V(Lb#kr!D@htqw=Hn>;g(-Uniyrnv#e~1&{ z##Kgv^%lYUR7&@~c9Kj{nq4pWS-pBnMe^Lv=NVQtL!7kD0nwR3Liy>KTLNwV?`}rLsJSTR3l~R&f<&@f$6! z@5$~(to}{jOu5|Sjh_J)=iAPeO)p~}N4+w5nM*Rd&o9d`mrs5{&$C*|;C8Tk`pu#& z>L)%*+b~CSWd}u1cszfyC(FWYGgr?V9ll$G^^hT-93zG;eiy2%`z4RI(s!}b9!5D<4gfYi%e#c z%)xE+M9t36XVuVE=gwQ;ub<_0#Ag{lnilqwNLny|JPkXk+l}0pp?OmE@!;)tgZvx^ z&b;%$xLF|i>tp4+R{p#1EnL>Kr`3FWp<(-+?+VV(9VC^!aEY2Qho6$2{s==U)7H_g z$th*-!r?yCkhM1;y%GBAN*+I-M}VF)YvMs;jUlVu9rl*6THFGT6CYNZHmtG!+Pq>^ z%qFof3-kT=iqlsUZN`Q{2hMSZtwCO2%%)3X(Nb;a8{z*jGLa+4JdY`*P(t zjY_V@xLe9DDMGzP!7WHDLDBeFOd9>?*-mUq?a${pWa)C-hRH2KPT^5?$K795$eUW` zR72E_u3#Fg9|Lie(rd_-C3#Lch=`L&Kae!OA%4W^U*2nu`7LtowY$OV4$No@bDBNp z&+0Y@4GS_KKTLDC2^Svenf(3Dg<)D^GC1aWI&H zXG21=E9%Mf`#W9#X6&l#OqHS@ z7(PGrETm;+8rbIPHIn2FDBg{7)7?$U)pL(Id)q8r6Q{BAr>bC;$^KKxg-LcoUM%58 z*j)B?+KaBIW8^{m^9?mQoiQPlKDLyK9;OS_?+GKN ziXYCvV!SKDs9y&P^ign(<^BD#hT0{=T|E$LnpvxDdUY+O5W-k1S$B`Q^&`WsYEMSi zQiIp^Zw4J5RDb17rPHSTz0|`86D(~#n}}^HP51In{MEy+ttKI(U(wdqF&zU%D%hx@%oj@W4Z-l@~+$psKec( zA>(Nk1~E@OSVr{M$Oey(B-Krvl@NcLy$RC&aEPKpZtPQl zAO3zIT_B7G%*>YLcCN54FaL%E4QSHlgVq|W$UZCdM0k;=KB#cL8Y&! zvvW{xPwZwaN)35T7W?x?7794T$wnu#$Ko#3@^%cDeTlt#>_k`Qf&%KUl~SxDNcz9m zvWK^Xzv52!cg>0iEu@8~o5d@FP zc1(FaF60lzsZHj_>DRUyYaNUUcO_0UJV;_*MyU>V>wDMySKJeKQ1bb~>k)nAq`y+T zr>Xt3M)H!HU8@zVwxv#Pb4P8GYTt(|^wU<>0p4464Gh)t%cR%hT!r00;oH5+E@D@}EKP0a!+8>pr=PlB5Rm5sx zP{MI1OH`3b)7-hLb0{A~yZaf-LFTIbIX9=!KT)OsO?v}l6-8d_6V>H{?jM!KO=~t1 ze&|f-Mfpy62Vy5?A?opZmR{z+gV{GTHB*OPJ+bPCcyj!F+lbqH=nxs$(5|PuVDd)stU8vb9uJJw_EhJnN`o~oI=gnj>Tp_tze)QJ+;h^ z-XrWM%Twjrm1M}AMzO6_Q#OccoXbI{-%ERVwj>i?Gx{U6rFvzbpEB;QGmM5L64~61 z7E>=Jr>6(!H75C5l^mXv@^i%*kI6#qt#8w18n!rlnriBc#G_ATqwxmHrrQWje@dkW zu6TZxiY?a5q-^BoE0JB+(s{b@$WMwqYN_CNjrT>X z;nNr8^%NJm?2z z5-o(U`Fh$bhwIAIko@qNiB%@$q{}j^cruSjYSvRr;={wnNRjPku3|K8elk3~)m7XFZ#+r%uoG zpTrq$P>yEgJ7}AC?4~Dq-7p#3KJU<(Wug)?8vNZ}?j-1D+J%_rEB-;A#H<{aGP{C1 z+p7F8^#PZ7<52OYmL!VzVdh;iO<7$2161t9k33}`p<{H~;9QdBsnoR!Xnw24A(xSh zmc~tIj7*`Bk`-xMKrL6+#UJJ$CV|-6W$(fhWUW!t4HA92%{#ns?>rOSR~5*#j{+Au zu=ZxvP+gxHuemOqp|GVqj(5{8w9 zRr}lXmDL&%Q+#iAO-MXX$Ze3Rp7Sh_nZ$&v8;dMA&wc%f*^u%ND4`nZ> zLmvDliAS~rFAj}lINqnCVHnSxC~d3RzP$?Hys}6(Zm9Tu8yB494eo|TJe!+|I9lS3 zl>?XThO+)oe5GxpSMg!u&6(pGA6E=3#xoiAwVabipJJR>9_7|FeZRAVl<2uKWeOYk z#2Jq@&m+Zbyxf0{{S5E8y7E;+SL4$_N3)>@Vn6>5afw-mkN$yU zu%lw0Z?!IMn!}&@u)XM<{G6OhDWHveza-PNIDcckb|XMZaS3&yF$r75n*Nxa%DG`i z#1f==+Yo!V7cQLT$C=z2)HafaON~|Yq2M8xey!-jLzooZ3+Y)7m>DUW4yj_Dd`Sbo zPBq!&k(}xbFA{70Flu(EONYmM!n*31q?=8WvQK}MMm=^L`FA4)9k*ripTv3056?2K zZWF(7OQIy5d{^J|?wsD<#GhQ4cY)=Mx|c+Nq|-B}m%BPMZ{%aSPE}~fKqo4l$Lwxh zm(bJb@{T=tW6lRGBXmx~XX)>WVS%RI=2#Lc9F67@!AuT6R5vJOu`)~eVG)a(CHxSN&Rgs%!^U3YrL8QZ4=V6DZjugx`jhRP z56GGGyE}2-x8W=zThb%f>yp-Oqw}}PWSGZ(kPJSg5UayYckgu4wDNxNRtauRIGCN* zoK*PGtkdA*D#1PHL1q9JOQ+VgaV-aTe;QZFv)9E^LuA_KWh`9!=BY%{OGCWajBWU8 z3%1VVXFl>(TJA>__fmfoW-iy{{C^1dd~|t6xR`6pDsLQ+{?}fR9lL&+RDu}u1zl|S zE+Zqq=wCPv9TUO8TxS8E)TdI8cY==IC7T}QiCTvp-{hzoM%64``!U4Le_GOS8lsSC z%Z8AI@w1Z;5P50$AAjxtP0ze;@W_&c)=aT2b>T%M@lfzgUzJ&V$Ll$q*F?nmoohuN zT`n2Yh4hR=I3}b})6k_#6WHrd}smF{g%Z&+%mC*;uFf$tB zVe1D(b8PQ|+}N=rrm<4GF*%4TiC!#XghEKFl->HrH=XHK3|{QeGhF^iCy05a`S|;R zrl*|!Ok*MG+vhUa7ncnOBzklc;*XKSM`z8;y-5SjH1nSM<(Ll_FNJ3?q*7s>vJuJfw;x`<}!1`PKgIEIgCxC=$F^YJCK*<2WYt`SsqZ zt+)lKlE3%9FC?&Wdp!|UE-V{Om<-P+=C_FQ>cAvqR#R4?ih15ZfND1rw%E~L^3L!0 z$6zR#t3mQAO(8?XzVYkdA>|on5ckmv-lAXO$_@#(VZL9OsqbFuEYvZ=zI@MFPb2=6 z;K9JgLfk?qNhMe9JDphhT86*7m1K`v>ew`3!Ul)hPs~f-4&GgZ#97l6l(K1r%;VyW zFO2Q_Xt|O1AViT}a0qKyn4KUTr9qc`@|37);Os5YYMG3#M&=u`$QZ=6YST>7#HR}a zY-2Y#8U5zpR5JJ;^pPJqN2K@v{cDsfvgRFS7a~nfl=`_QMEc2ZMdxNC;a9((z9tos z`xJ8=;L;k}~ofN+4Fo!g*x<~Q82$WuCcC+57}g%6@4p9}QH zaod<}r(;r2n0?Nei#MAp^N^n`uLNoKV8_B2V$(++Qc38Po7JD$&FZLq49AMACy0La zmr=rCt3rvFrIYujt7yGsQP2^;jcrZ$~ zA>`@c2b5Y*LUL&2o*5ctdwN=Gh-9qB{XL2` z@-&)LC?{R?If^;+MCHCzHTl<{mrr9}K;HDb&7DAOY)<2YoR=z)RH|v}cpJ4!6sIv$ z?JW^B?~ zBYun~I{bIBZz?GlGT`VZBMXV29a?S83l!t(0xTR9R%X^31ECOdyrakOOs=cU8 zwBoQPSG8oL`co_RLebK0lv)Gq!F4RlT`+&qa<&tqIBrY%M zmS9Om)(815#Vj!^Mf~^q)tu|YawYOA(NhM7sy$t=+homlOeeE?WRG$!90zFZD=0s{ zwMk)M;orS?c@|qTn7UX4`PwoesqHMSMuD-(Wt%M;FWxKiYEXVMOtx%4uXx{CS2;o`pI?t*dzw{>65st%2 zx<#5yixR0KND{!`dRpheg?ID$FDVy=ZF8B4*j9 z)D+&pAG!SPyI7}NeGNFjjQDB|VxOX7edAx7_$l}X74L1=t0pCbR|1T^JPUekZ7aHA zH!tasMY(JUba4jlQcU|^Nz|V7G(06oy+=pJhF9;nJMf@QipYmN>|yc4 z@o#AB?^VCp6!>9U;!rwbe9Gi*$~!Bc_8q@Otj(aMFfMD7EdMpZ6mfA(FQSmkzPdO| z9Y=$ssylg)H0iTO`e$LNQ&RH}0&B!Vv&z-*RKyaEkbFjwu@`Tpp~4q(ac=Hhs%Y`qDUsq|77{~)bYa2x58)H zC5=g{f6eTSGv6+%G)<<+d2q>`Ebi^%t6Jo*nO;6Qm&m-! z1###HsOngIj~oZ4`F4h%r!=3cz7cVH<4T`}^=&+;MnXmZH1fxfeiTYd)X%Lt4zy@{ zcMQcJ3-mEbzv+0IJ$%I^FllF}_BYeHbHYRTNe%tE1 zUMKZ)0zA#4ss&Tt+2JR#-1$*8gf^Ogye|B{^XAVC3vb;Llo92kG=zNi4f#7~on1rc z`^N~eypOzN+$MkCR9(5q>0Mk_*AyD-k5F+dq|FCfmgAb_cA1}Y5sRu3{;CKKEj_I7 zLpqO%y(Uy$GNo)>OUL(+faOkRb3u)!m-s{M^yku_WT^ZllU`Csp^}sd=%eh$qTqcd zzFlKJn|MLPh3%Wfv0sjXHA{wxyHxFoglm%WcZpB-ixDM=A0b2Di# zg>qQYFYonJy;XmX0tw$n%Y4bf9@*$Eh}*-1NqFLCTP-Iwfnf}rZSnQj-eS=v8`Rt~ zd0OWu?>MT(6yLQL|FlfL#*LZ^ki92W)wVhnJ}J1w_+m0S{JC@jcbP5d@Y^=;Geb{- znS@X19CN{Z`~q~IKLXSp4f0QKRrU=Y)L`an4~+?a`p~cQa7V1`_Ec$=VH~Tg<`)av z56o|D_n0B>bUXnEWev7U^1;ppQ;Y(IB}DN>QHaYhf$yDI}u+iC=sj!WP6C#Hls&x^R8HRJc`_r#CqzZ+or`4a7i^n>x0b`M6bL>ny5^=(CM z%HIiQA2$B(C$8yX{i%%-KeYUFzQYl|60eaa@v3T@y5-FW+g*M%}Qfv&&G>WEweC#zMk z)PkO(oK(9is@AF+c8PeJ+#A}e#|XdPu43pU7j+vNgn7SE}- zJBFQi99NNiRRhyrSnGO~yCVyku6wp2Bty=wM zN-Hk>C23vd<7a8CwZBLB<=$}Jc6rZdElc$`XDv(-%x|@q;gsmNen^5!e?0lvG<3+Q zyNnaRszfK4Yk81Dpvq@wcTOi;%;e*o2$`9}@IO%_RwHULwLqe<=My&_egBRSOPegy_5U9c|t%%nZgJRn{*Q9654EC<_l?AjL^)&L$LiAypnoDsxk+M>MBCp|=a^ z@xsrOOFMg)g+1%UEzs-UpSI3;&50!zewj7&^W%0gr|Vp2&;~jO5*KWK!1aW+lVvCh zwNJHnM}D}&KAbdJymngnxy^}wtdf(rU!9V#Hk|^bF!a>Bzhl0v0FTOB)NurLs&RYM zKFd?%fdhN%lVLtg#YlZMwB(Plfo$~Aj9BZx6+JS_>~?JE5~aVXNI#U@*(N9j<|~nw z_Be$TYqv?Tcu{NbY#ej6V7}>Zb-eTAtmpTi8$&Y6R~8K?t;wQ2LOEk>(9`X|Px~3y zUp@Z9$)_Rb?Kb(a{rECU>-XOe8v5Ca>P`$iTXeJ5g{rP{R^2@Lb7jfe%AX1)&)nR$ z7wIG)Hku>(Tpyl5{&c|ute;HD6F+GrGv7?p%iFFuONHKVGY-26eSG&*OD>3c={=(_l{iQU2z zxT$_jDAVONm1%E|6b1bH3rYEjl)N37>Da0g9Gk}f2464_e#&qP(bQN+o&CA8@$iRN zZCUx4(nwlohiR5c=dmWr=XrfeX8+N|PmudARn$l!jkpobq(O4E{f8ztG<=C4{YsGE zh$}tfIc649Y3xmUUcnnFl5*>(!h%oGXAp4qsY~A9S>HRUIdLAdWa`XXz%Ib#TZgVg zy%yaQbqzs=D8DZcKWW%Uw{ulR^1CG_uXxQqTtF6h3mY*qmSeV!j98ga-b0e3v|1kP zcAUsZI`;HFVZZy+qj7tJ!;hIdNkg1Ap%Xw&TcxqruY8D6jKunEmY{yVIz7%S?~A}M zGKZnc8=DyKu|=g*?9Ph}rUgCr_dP4g>6cd2qqDmXxb@PDq3)*zhHNgXIfEt3gO3BA zYKtOvS7CKb*qnc}mzKFvhkv+`JMc?GiX;YYm@v+5y+7*aHz#|$rt4yE+0(~^HNR@Z zK5|H{_C6PCPMxy;bv9sIA|@z4Umu11z8I4OUb_&-XX=I`=cn1^l6bya@G_`ny7%<} zy|Sq?jg88)ARiu-uXq|dv~usg8R!}8*6PI+wHTZmwIr}zt5~d=XqbtjLYM3{2=7aL zrqV)ZaPG$PdCZ)NV~KQiy~m&I72xb~ZjGDLN)WxK9UZ*QTV+_H%qy2^&kQd^p5GnD zel(~!F}n~|%qK`%6MbFSRF7dOjNaZVEGY1n1Gzt!=XaPqUH@ES!T#Ny6=y;J?;j_% z8u11B^(a_ZY^B%5Dp`8XJ>@F!^tJHqCx3ooZbvHM0R2&J z%=BO3>!bq5(eEfoZ$#F-aBAI6E#>eU_jev+$$sjGOc+w7*PKgfVd929^7U#_+Du3m zt&t#`X(*Kz=y^Gof>l`-J{Vva4_?&n};Bg|3v2E9}T6xk0}+at@UL> zD@fIQYIL)?Pab9MMsGS;=4jB@n5y%_qRR=lM52Cj&*;lKfAck0llL}zw{Ze{TYysJ z$46b@@50_N;oLnM&oYbTn!}EgRi=?mGuG5pX2kaOtTW}e6vpgi&)Iso^_WoVX1Qvj zR~y>=;?}}?9!zg~f>*qqt0}-=!N}7^YIrf@RJgNWjN*8r*2zk2a)T)CGeLZ{WUIxy zH3^YCx}+vyvp!onljr7Ir54FMVT3D~QF639&OfiLZHUSfrZ(!2_Ipod1;1fB6>mpt zNZXmzzq!bUTCou{azSMlt)cpq3b2lrcr;N{qE+m;7p$6=wz_}SjdGlR1-~rG?;A~V z&pS~NiOX5_%-(Df8d!!6bYc8(`DRmkqoLPM#bUqvD@}0ZbH{P9K9;Rxt4!IC>@XN|6|x@7H#|PciBhU`h@8jomo$h{@q@wPcM; zj5;~=-eQ&YV_$4JC(=3hct10r@|J7;qVkf@H^^z>`gUvV5BIK=ZEMa0q}wg*@r9+@ zqRWugIR}Al<-Pn~Lh9p!U}BqKIAw4`Mp{1lG0~!x3<>Sb%n>Z^Knq*(dHWw~#tt_z zMa6Dqea*4f-tv#_uYbL)64o#gPs)Aq*gET0JlV-Bz~qpprs&V~EBv)aiLMiKv_Y4o z7~3?9?7jYAWp;> zhaO`U{0R9X&Y>P5KHF8;E|Kn;p=UNX?ch@Jbk5EAEMXN_3#P;fx1+4UpbB@H9JCdG zXQn@1-?cB;LR$!Dedw5$vyQ6%Ko0LnbiV?ID#J{Lm|8Igi>8`! zxA-7)2sui!<5#CoiGW8aUqxG34Ju;ipEC7q{TD6oOF1eidQy0^Vc|3uLOW95S*5)v zw9MKSR9OoaZ!-=ttVgdjlJKF%d@!ro5t0Va6@ds74GaSa}*&IcDvsy_EW6Oml?r@~uurQPB#)F*E@iSenKNH@*Z1V+|(=~c0TefRUg5=6sF1el)CU5G`_5~uZ!tHSMi^R?Yrg7YE z+&pCmHk>$Q{M65go~U|eMe%#{;lo+6*n^+XJ(5@O=xvx`>>@7>EQn*^CrD}jV3&ER zg|TqTIqF0IBWN3YY+o^vchB4CT!P9~tl@2}WAj@f*B8{{IWFDFdVVCB$R4>|@d~mO zsr&m@6*~I?MVjxaFGONcjYlzlG31*!(J)q*qvMaHF-R_zuB*nxD-D-eie))&lLTM5 zl`0pP>`GeqWZZw24==X%Jd%}o`F+(Caz;A)oU(!B&#I8z)BMUcymlERg8?h@rs3w# z)fDPqaL$vE(G`>9iW8H2zUzuKv5vCoyG$_JWJ%kGUv?IwOZa3Z_bwC_|J?eer*)Xy za|LTg=hqiM;$om9=(PYO2`(JfbAwM5P znhgI!U0>Vs80=wJNuB6}5@br0szUfl#>0d=V}pnCOYq4&yVk-qH{HKZ7x0jvC3rDE znz&NWJqphdocIwsm}c!^q>sk=0koSZX=0uCuo;FAte!?VZ^VGpvUQR3{&l=BRSk4Vc}LN$M|L zP*-YYy?PX~my@5Bfb#*55T39Ge>MHW_$8H4)6G%MSIppipGlFN^6xL%sw8(r9+N9_ zVNQH??>5r9xewKBGOtN8L@K>lxE6f))$tS3FgD@o2;LE5Th^h~z0fI~;Bq3qy!{w?%>x8^7hIe=tL-?2jlZEr_32v{a8FN9A_0@D@b+kshIx+fbP+ zD2ltcG-{SYg{7Pyc7#V;ug50JUW{_~xK6%Pr01<;XOxZitM#B}QiU%bmvp$QDNaA~ zTyY<6rU!UDQhcvh7Q?>WED-tk)}fm1tNg=Rt{>Zj^0ob%H^DAmjr}pX&Wvek?IM4% z?a0CdSEdpk3;Rbcb|F5%>`xd9(S7&^V@Ws;sSvV#)xz@34DSZFcu(f~4_^riQbDkK z7E1F6e{v!5Fu9E#fmXT#^kgDc1 zC%P}FWdRryc~r+pWy@>$O!_XPPB3;QP5V2EspYO!lc=oq6Ydm*Y}9nuu8vUw6{oYC3H zRWtcYCMkbndq1+$%cX_P^7^A4t(HJaaMjAH=GTbo5{YTG0g>u^T77OK^z}9UOY8?P z+{Z^|YQ^m0321nUD&hk^Y)_08>*rA5!Weh3^^t2z%{o*?MJo1o+Gr)z=8!UOmrJo~ zSXQ4$WzQaqI73YG8v?>H#8$gR#sHZ7!+C>7!HT4 zEnpEV?xrnILyLDPmCl+k2s#X22#+$OzM-Be=u}76-BV9cWsiu@aLrCYOODR^wDNKF zN29!qY3z!chfU=2@oJu18$KOBx_?CRpeaumu4^E?*Fy7GXhxCI?dwS^=Nrm*pZT=K zlresGNOR)zYw#*h?d!gAk>q~SKGFHK_}YnENcLw_uJvGMcLy><*CgxCbjYtpAuOYh zXq$X%b%x~duUo~35S%H%rNq21njfURhNUF>pUY*Ae?Z4OREm+6BcK*)TPEq zJoJ-G>+F(?%o=r??$M1fG>_{n#n;-!uVXt%pv-njF5ko7|GMsTo?5a?@*wcNptrJX z;8F~LGPCg!!lNyW*5=E2#kF_dzU!I~eu?U&P9zQeNu8b2B(NXj;Fav1=^3vnkom4q z;x|TF-`cVW4ZjHSRa$}tV)q*bW;fo_OfwS~teK3G=Tn63dd>qF%Ze{Ymv!5ZDHH1@ zI5euFVn~y9kQg_$;O<1yc5%k-R9a6?C%*YS*!t))z%ym-mE(*&p&;*QY-2O=;KOWl zG)%l?=cDmapvYuycKpsNo=in$NXA~2`tH0=9rYHygcp{foQd}D{rnMI-|NsAR@Ss| z0?Pm!Hy%XdU%S(DP$lH7X*y9oed@TDG;pW%NF%nZ-=sf^-^ysO6S~QRS6%e&gvxL@ zj=(2_x0iADj>^3|#2O39gOMdedo@FU#e0w^@bfzV$o!CwVd3y<+_ao-58oU-th8=J zb{4Ts?9O~wOQQzwV7Cm~UFE54G{_TcmwG(Gcr@R85&LHy>_$m`7c zfPg|D)~DnjEsz&Gv7VAF3h|;4Cv3aZVWE_ThlE<$2CP2d?9)g&P}31Bw;spEK+F5R zOv0eriJEetq)@8F7$BM`%lA8JRDNwNceS)~=4Dh+npqES4u7mLs$cXj4}tbCgC}!E z{)BOVHkgRQ)gKs|g_M45|Gkg=ja~WI6;hI2#B5o+$jjV7Ooy2@dV05`M$0mN2?EDI zvAnhY#>`*1xc6#NhW&)^M0bpzKEc?Uv-`S}DZ_EC`|CuiPe=Ym-&x8N}T=oZ;xCRHO;sO)b;NVnT zVB#7aoQexfT!VvCae;|zaBwOvFmVkIPQ?W#uEGEN!^@}v6W8GXhp>AJjx1^$JwBPt z#1q@LlkQ+*V`AIR#C9^VHL-2mwr$%s&g7i;tGwUUx$LU0?ymptT5DhI-?Kg`?gv~0 zd{W#GxCZ#7xF2v0@JVq$;2PkQ;(ow2z$e88{8PPvPm237DhcpOaRL9X7vPiPepCj0 zQrwS=4EUtDA0+^v6!)V9;FIEhlmL8E+>a7~Pm23d0`N(3KS}^TDegxJz$eB1C;|AS zxF00|pA`3_1mKh6ev|-wQrwRcfKQ71Q3CKuaX(4`J}K@;3BV`C{U`zWq_`g?0G|~1 zqXgiS;(n9>d{W$x5`a&N`%wb$NpU|)06r=1M+v|u#r-G&_@uZWB>hlj44q z0DMy1j}m}Siu+Ll@JVq$N&r47?nep0C&m3J0r;f2A0+^v6!)V9;FIEhlmL8E+>a7~ zPm23d0`N(3KS}^TDegxJz$eB1C;|ASxF00|pA`3_1mKh6ev|-wQrwRcfKQ71QQ~7t z*nbAUe3SruQrwRcfKQ71Q3CKuaX(4`J}K@;3E(Hi{U`zaq_`g?fS(liqXh7i;(n9> zep1|z62MQ2`%wb;NpU|)06!`2M+x93#r-G&{G_-aC4iq4_oD>xlj44q0R9)n{Z|6` zUljLW3E+QG+q)1#r;dF6!)V9 z@RQa8#Pm23d0{BUBKS}^UDegxJ;D0FYztKG(C4iq}7CuSyxzkx9De^&1Q4-h_S9WFLpj$U=-X`QYNGtl?_v1rw8A#d7-r$O-7_qRFm->By< z#K7hs(O6*bx8dvPm2ItZxvu5(>tJ%oy`>{ajcv7iNoHdSm*@;xZ{(MrfHy~>=gV>~ zk8;EpzxTlRw*b%EXRR4okC)l^>u2t_;_~+=;j(w6_tf?W$CYcm7m}{K?eaH3{i~7Z zuLrod!FJ`+mj{;j`E$Yh$NP8E_p9-DNbUl*r#g?DOWXU~?Q*WRH9^mp@%H!o_Sf?E z*Xi}Qt9sAJ<@dMccT~^kfcDqb^|v+4_g>5QlX_3wD$l27?r`q+N6Yu&_Y0->J1N+` zh=_`}MT9X0&osRJI&Q#F`~AE7x6|=(?UL*2*F+P__Sfu$jP{pP&!^M#mpiSuyL->) z@vZT9%C|d5&*x_?|G4b}?zgSC0KI28eN5GNsRy^y{fA1+cW0yPg*2?ocW&W3$A4t_ z-*=8$zMopY+rNB#(E6*Q=Jpekxa|p^>y4Ix=OqOdw-VO;d!*<4i*Re_#*ZVoHz`YL z@l$TeO`(_5^>@7X_v8118?CnoZqIUVB??ZwAx+s6gL9-V=6>I81X6VqH8(F0b#ZuLEvFl~3>YY3}n5 zMjnnaxuxiSrZ=2(anHRjx`vK#AMN*G1`^C;_XJw^#@xL*tKGtF;~1q@hIx!J;!bk0 z2wdu3)6aNblI6X$<-NS*yFcba(*5*s^9XIo>)F;bH4D`q!+Sl7Ko?HsK5t}r-QVZ9 zv>-4|N*_}n$7=o}bJB(&hoYrFyIriyTHlKn1adZK!+5u5?MTY+xNkd(h?dD!=7IJn z$RsReORYB75;@(h2AzM!=Cl+%9DS^8TX>jzor6guaxdYP!tcXX6-}zShj0^hO`7W-nAs=2 zep3sjX;!@{)fM24=DAsZ!Ro3<32sci>03oSx5(FG-jYO*+f&VAvvN zJTu3Pcgc4tYrU-8=x)|rD=m_lq|2r2vwYjSH62gl$LVmbP>CT`5DZ`2N*zr1@8o+w za?PmGSMVDSZ@X;t z$SA^Tj1Sq>`ugvd6X&=>3j8I_Hr4ap;!@)^;5F5g(PD}MVM%m zV-pMFdl!`+it0rGL7^bpk2Xi_k(I)StWKfe!ew)%)4GK82O*7RJDi|3_C-b)tY+p| z0wy(QzXbETuJBccMND>REXz7SA zDG7g^h7tUK1ydgR1+}Fe1mzth9i%Q3%zf==Bwmv%@*|2PtM3iIF z;V!qtFVJ0{jtebX!i2N>18xaajsKmVnm-pi5_XD+gky>?m??t>oU>p=vcE?X7E1u= z^v?*-Y^!4}XpENz+o=k3*CB_E-9>1$Xey;L*oXJ+O<)FrnxWMwxMl9KHD8wfgz-!D zY;zvl0k2Knmuulumj@VGCz+S*`7D-Nx+$+;69z+GF|Va(s_H8Bp0QT_!GuKuf6!Nx z&_Lsei6+lZ{#e1Hu`fR)3W}uDJ5h~ z5)x2Y{fsMF{4iwg?zSb(-JP#szKMP?35ClqEN9u$WemJB6qgBQ638@<3(b%&RklmI z9?eW3#IZH^cDM>C_FqI5Z&$&(L+yjm6UbM0Hqj~Tfs?64Cs9gg_ICjinosD-6ig-v z6DugX_sgZI9Sw#{$D38(E{eyLPFQ<&@#tshESDp%F3h%!-3mj6$uRWj$*fX6%cE`L z(Vi5{mr@2e{8CgVOiE-mhNg8KvH2A#m?_(RsE=}gT;DnT??CwW@Iu@+`G)Tr(Z>o1 zcqPc8r4P3AN#)pc)BFBT*L+dQvwGtFU&hh4s{>pDrE)k?<+2;o+;}Db(px5Rs|7YG z3bufbwF|~PLQf{%KW_fb9ZWWTViS`3i-R?mzviArqsK0tGg}|L>AN_ekg4qYq=T&( zABlXobtC8mRX{S$bToOZ@egsb)a^0!w`&Yf5I$&2#w5>2>=R&# z1Y>5Av9b`4MG<~_==83o-BSVs^@h^HJ@UKS(yH7x$bcx%RU9`JM5sYlf=x_Ai#k04ocw7uU-bBHeQNM8NB@cQA_Dpu#-Ll zGQEu@&jTXgx-`0|b{~!bc$6BXET_4J@b4Mg?Z4O%lI7O8v{edpBwsnc7yksMV9*9i zb*sYFwxekB&(KrJfR}P)F(#kvZ%Kc@Ujo3@0gZyY*pmahdM4uuM4Wj zEZo}&G1+Hyg^GSXbz;b+1zsjmBt3jtF>_91L$?;UzZrd1N69wAw7dtO5@lo+Y)+ld z^n?ik4cMf8hg~l*>-Q5rEAG-hH_}##*p1Q!|J~*DxSzZ)(|6~TQX-}2>gz~Wp33E_Ub!JGnq(US=tT<+U@bY&MENQ76@{yjS#SMG^l5;qT%o7bu+ob61X4Sq7*RL};3n~x_Y`f?AX749MSI}y| zYwJ%3)*WBpCFtyfp}JV3Hw41A9tHAyavKCg)G;q)-UU&BAfr-6_x`4t6l|Lfpi+mO zGpj3@Kz1@$?|~r3OMlo!XsUd>PRCR#NO!0v%;JDlr7SQ`NizA#R1QSqRmr(YFH>@f9Ow;q^gkyre!A5>cWITEg@9=0y8en69LG-ZK)* z!jM&c?2B6Zl9DuTJzDw#h+F2*l>E2-%AN=kp@;7qRmZ=*OEiu6c9ONGJpIt(j328B zRPS_)e588gM~`#5J5aGvCGwqWQUg4fiVdLf<7rh2W&P{}1l{zysGyHnjXiWt9nI18 zb@bR9A{cNmvrTDm`?J1RYPhzKaxR!foXghN^5CN$X9wpn}48ly|Cx;s`1+H&dahiQbF`vd4OxL4zD5AhwK$qef$RP1Mf zhDMjK-B8W^{VX7h^pVB-&FoF6LYwUU^L|A(@T_?Wa^F-M`lElWZ0#QF{-(lZ65;DR zDqaws=Ix~)>E1AjmS{J_ZgxGPn!JcN7O;nS5K-hn9^pK()*l6-(2dRH^w+=S7G`8i zWTyC|Hw7XhSy)HB?8?PE$W<(GykqbU&tfR)D*wkSM~K0692iL7aFxKE@TEO;ypy%Ams91r9_V9JKWy*abl#8JP;<-v>`Of)y;Mt#0UktS&{}~gcf7z=h#LRJH@Ps&>7qS)n_W&d2^>Y1h#?dI_Mm@MS(`7t@^&>IA z9A^^i<!W=(Q~LR(Yf zo3@dIY3SACGtB9d^I#V7X4&yqx^06828SJr74>|@O02BH!qOsqrw+g8>=uQbtVl&2 zZYq_fi4tYPrX3EcX%QkzWvmwjHvH^M5QZmwRzt@(%N+Y4D)lVLDEd6AC19Nq_ohJTJ4826E@SQ4h=f`GW-~dv z_U}#Myd3FSPRMfuZ-U<}^4weh&4*%{pMx7#=+XC4gQPp|C*jv^uB^1?C(#^}7HlPx zSzCw@38fFrMb;u53kgvueposgS0qU*+V@+n5rt*)EoE}|N#LdN3_sGSTjO?}c7J=f zL+ftqd)uy{gC(drMG6N^p80~-t0(fC#t+RPs!#M86xwDWDAEK%mh=~lO<_}Lj8r@E znV|?8m^?N3py}*l@M$JIRF&RtMz&H@^2AGIUGoXZi8|tsrH*(WMRF*ZnQCOk#uF`n zggcW-Yg{T^GT3eA5tTj{J>Sd{PY5U3nrwb~cEgTFse*H0CpeW#YjjKNED(0;k*W3f$j6XZ%V^8g~L^A45Ms48IBcy#7m(6a*C13l9N$4t& zwRUucj!PRLl+m-;c8#oyhXk}HP#Cx2bUIu~f;C2V0{mu+^7LBUq}^(gqqD+r

1j zpR?R=P10itvkaHdORF;@=`!jmi0*>GJs^IfJFJZEGQwo?6IjlL$e!3#b%7rEl2GN} z-(voN7B@nQ%rhjGBe|DTR@sMy@0H%R>X&QkS~)!rZ9F2O%AYBct-!39ROw2*Ta@7KRtWhd;6s`l3hNy%gzw}{y zvT8zwMQwTvWyoi)DzNbQTGx3O>F~oNiIHqt!EFL&>H3>WAfea_(1I!7|JJdn+w*Q_I%y5e}ax06+& z;|kcdn`-?6{^p#U9zryhA+5|s_As>cDnR||i;enlRqKJfog#ZlC`+Di2L87+lN`ah zUsr$fh^VL;kRFsAM>JGO^i^pqbhIQ#{DcMm@u!zQ&O`Y}E~}rxBdt zUl|hNplHv$1kncFBHKJFt>)zsP+%knYlY>7Uc3)%RdU3~n@pLiU|{P$sFKV;pvu!_ z*Qcg>xh7C?OWEvzhwsmNj&f$cgX#&%v-R$smZ=>2H1F4q38{J%$c=QaX- zj2Qyz2;#=&JKXBc+s|txe9SAYlxa4@xaUVps~xlG(vB^b)7s4j5IdXm=4WZ+eN#%A zWmA@hqdF$Ce;;NDOuNeX#mP$MV?Y4p9KM8Ill%aOo0eM?Zo5yU6P-lxzPm8%h1>Sz zr@FBtLWI+yDsQodv4#G@4%yfsIs1e3* z7e#>hNO$%GpDwOJ_c(t1(7CB&*B}p1v6LY|phR-qU~d+u{!oI-?h=GU!7WY`aIQyo zbE%DkEpcd)#x1M;jmX=&{OpGZ^cstt=irxm>=5|$(#zbnvzC!#$Y0d_REd4>(ksmJ z{^K?5cSyviL_by;k_{4m)SCTR-P z2LT-)kI^c%>%XMLU)w7Owg@|yuhtx}A%!J$4}u|$XSLJl4Wg|)OrjMDQFDis*D4#| zX|Fx0&X(U|Ukl^2YD(ntsor8^scwEbdWw^>bN9gSmLjxsLoz(0w@#f^oU<`jbb@H) z{&CGANV%>1J(flecn4*rj%V6?q4;&O`Oqwe%<2~kGc5NmD04RkUV3D1issb1P{^Bl zjd3kEE{%&yNxHH77A;aBL6thn5cE(~lB{H1q4%3#C0!zuR66RhZ95B{f$LW)9ZIjw z?|#}dJX#kDieJZ4H$!DC2je<7VmSd7kNQnr?ib0#=n#waC8w70v*{X&+Yxld^Ew@G z>8agb=$nLdzp`p1U7Lt8pvB3Vf8jyVP*DZWdTXd^AfZ0#`zb!~uH8~EatHs)F!K_X z_)bMPY3m^>n?Ye$I)FEn+@(NNy2YG=oUep(pes_lgcT$BT}J~#7Keum4O{5`8W8UJ@z@ZwCgo$l$>LSaP3=T7PkjC z5}t{uojIm<)X9-OcLZn^@(x2#&cwH$+Ny(`CP<5PuE$PceFcZ{+pgGM$as{Qzx9hm zv&UgXnl(L+Lumh$f?%)s@QSzkhACyufU1>1x>ea$uKI0%6B|PJBys*34+*FID)-f8 zSZ?BURuf~+O^NT29T{P8UAnCQ0J17u|BSpYNN<>NY;b#=Gdx7~FP`D1ISRxmb}D?C z@{nGe0=P+1Dq{i0j#)ZB2Vuk?AGBEn1tnM(La7oMuZd>X39(DZYuPi{P%fY#lEumD z*^SL;@dow?B|KRFlL&!gsX<&Ax7u{Ozj<-Z_%rhv{@a8mzhe(OG~w~VLX2JTFO5-N?cq@llOq{(O4B|@#rh=!3LF0~bc7QgY& zNhgtKG^P_?$Obw$z)w_-bvD#UkE@3N-Fkfel3KY$CF_!l7J*MyHtb25+YdZmPmA?@ z%URitNQ*tK#cZF+^MPwLR^K9!go8IJp1I2!cd2C>IwFMz11qTMVe8!j|G}TTRZHh> zZe?0^XymB;MTKqcX18qL12+E4&>C&UHU@r%3I!7tz#a#|&b;ulDZN7b7s|^OTfOMDxhd5AA_hOLMaP;*AFD#pfV5sZULh}pZ~|U-1gbE z2(7*t%~I0kS)kHqfc-nx*M-uUrf;NT2Cx2KkNd6bvj-GZFOMN{g621x!BTgF!(_*` zVynf_2{0zU8kdFe3*9(t3)sh#=?3f4he{+~!6{M0x=rRqCo@fDpI4#sKL6tfIe0# z;03l)Pd`r@)cs^Erjq!PE;JKb(=L^8z-!H{4gGsP(QTx7hyn_m*faq!#8aHrw@Y)*@f0;EyKu*9}_JA@<2%T4oPhw*1H_dD3YWRWy)8^_6`0ZvYs4O8LpLeCiB|W{Y37a2HKAK095fZ4!$uD3vpmT za`PPM^*TI42mS2*^`{>E+to@0Y?d*ej3}WO|97$0r$b=FHIoH9$$AFP_wWZP(^ z*ga+Tc&1@nJVl&2i+nL-^JGTp*n^7YaC@~W3M5$lYA(@gTPY+=TCZ)$YTmK$ zw8Q-b_W@HNt7R~Q0TqQYwsLnn4(fMSYbP{Ry37HaK^hx9L4nz<5YR(G@u2U!t3O44 zfeiFNa)S**%ds1Xf}AoBT^E9yuk+JcV<&og37>8%Kf$XyjPCv+4cowdD#F8Pxxjyb z$qmlTt7p!K_R_L$Kd%Ian-Ob??n{vZgQY_d>(b@TEBD#hb+@H8wyb0y+s) zniUae1lqRbd%xIJr5>X+KV4>w8FQGLhARmn@KaWEjCCkY!20q({4{>S*#54fbKv zyVtfUJ=8@sF9Y0|W@?*JZY?KDTTx`6$Ns)@Ay&K}j0T?ov1SjE?&+Z%2*w=-N@@m( zKSIW=P|3XP*H5j|yXeC|m&R16A9!?sKL+X{k+MOVkS8t%sKVeS1QGYjn8VHxP{kfq z_%4kechP%A`xA4@Vw45J6i*Mdeyz zNDKXn(Q!G_rvYsR1d_|6caNJ#t9($B*3a&;HQ!mCyb8|UYpKkByZjz0F9*t?&Ad~B zSC6@9@(=zscp9cWTMBx%z!^h+&C9451j|{`<$RIS7YS$E)afHWLIHSLbf8n?`nod1ex z)eEl0w-?dypI!-N%&C4wFPp=0!v}>m%W8X*PEN&!GTv{pZe+lIk<>c748B6n ziUcCc@u(;9AcM@+vb{7ZTvPaG;{@LBULSCX`mxKFbZsBABUa7B)e3diNpdLK+Hqma zua^YKvcs3k^o1L8M@5}u3ILw@5bDu4xrBEK1lquEM@=w}zllCPr8_4I({!f9LY9?J zM^U?(>*wMf7J$7|%%lKy1{&v4N=S89&xNyP*CoSnQ{hQU}= zRadtzRW{R{t!fa?@hdAwYY?Pt+7lUH@D|d0WS0mTF3YGGB>&5xb)6Hp!yExX&T(KehA2c_-6(|>p zMT5(G7U5iX=Y=4RHc+Io0T-DbmzSh>bQ>k{p)8#oLY;0=-t`&gFKCN7%xz+G8irhh zHFklg3M1#;U92R?rq1^vgZ9c1QoSIQrSF%|gf@~ZQzb}zvE@*M1btv2@_(wkmvYdj z=5~p){(QZZwqlUe0$pq!Qc)}d6&^wzk@@PgD5C*a{6pyU_wPNTyI2(|#rm|^(HP?% zI>z{~Wi=M-94hlMxw)xcz~Cg^svZ~FA6Qh1e?yA2B}v!Dpj2(y9SDE_x~cR%EP@rn zFliLP<^o(F*3cXx;syulX-=}zZxu($e&^a}ue&_}AWA}ww%S8EL`_#|k`5pthEsUC zNX)id86DDVIpzHOJKM*8#dwM7AAF*hcV7iA*7Nzpf)JRYs7Z{VFVR6$ONlehjDfIxbB_dkB!lMH_mzeaakyo1dA?3y!ToL!_&fTtr)wpd{EASNnpQ zAnayHC^I)e$y7WCp4X@|HU*gPmGnF1mOhqsT+;Z&mchce87srL=(~~N9%lnNg z7>1yUZ$Tov%ox&&QFQ9Gw<^ADBDdPaSXR9+L7cGsj@;M6p@w!U#iOCnGFKFDO zZie4yzRukM#3_sf%x>yBk1MLX#niqO_1>FT3BrbhH6Sgrl~+5(Xq}0jlLt^NMj|BA z1jglI#s3&9yK0OJT8_R0R2a$d3qBRY(f^(cpHY>G3@yg%1Y#S=M2kGZ3$Hk_%q;wg! zh}b+b7*}#W?B2A|Rllfp5bc;aM}Yqn`Ib%n=y)6qcwl0?+yhTG-ko-Lzb$+qye4?t z10U{KGr@Or))DZtN?cpmIlyYF&DDUx79@bys1M$T?adonCoF%5xpJB34sTgogv;iB z%~S@pC;;JHwQ6x^QOXnBaY>-R&(r;dgg2kVAs|Oaz0C)U8$!AVN_xC9HHCH zjt@OZ$^278V@NC*Rhq*fSVA*@02G0vE*H{6@vBldwd3M|YrNUt!pBI%n*h`&P}I!T z+dTRFWDoLA|5x5G?at&?eYomY@5G#3P_UYu_01bv_oui+^#1oeacb@g4*wPjE=H5!r=eF zYY*9q2rNz_9%LalajNO-O{PvN`Jqhg(GYydp}ryb@)fsNQwdq4P*JR*Y)<%J7D2*sC9#VgvX+1J!&1k9hMQ#PV&31TfKqa zm@i=>3W6LCjhm#o$~dl##ppXa>zMkc&LI~@l5aQ0G(Os54x}$|6`cb|3_lPg%r9tp zhf2~c#TEb1wo^_YctE2HY2JHS0n)rEn-R^X(_ynoM=&$?n^o1q@(WF}?`o(d_F-dF zAqZ@XT9&3^|9&S>9US;9>`0VA^XX#A}2IJ>3a zq^*_935sDOy=9w#HGa-RB}+~pjK$YReQil0mLsEgr5nUm-K5CKaT6Q}l5JVyEEQe&sjrdI>DWV{BK^`!S$PF=Iq$FAHd8=G#}tK&CaEq*}S zpjBd~5F#brsz-&GLE-rB;m4EzKW?&r;OnlMMhbQgrcUsc~t%f1iP-^`#C7 ?_$am@ID zg~HQNqfF=mBqcVh8xMcSBTQAT=~BSu$BCe76$fx( zS?tXwJ@OZuG-|;d8SVyk*({N#$SFc3wX<&M2g7jx%9l zixlCgIb=YcZ=#S>z%B>EI1AR{%L*&X`duL~Q!PXjkvQhaY7nVGVb@>nJ*UXvEq1I= zGTKH(u^QKyLgpvv__nyrn}B)Nih@)?EZ-s~n!9GiMLLUnKX(C9r&m~NA|}A~fR<$xfvUk(w|F09bWl0#+EBv6 z9)WQEB<{`bP(xx~Mnp56eG3FCx|Suh9yLTOJDIKL;#5I3G=NC*l6WV-2Az^&V{LZQ zR3B|9=rWPhi`)t^BXVTN+HOG4^?HU$0yz*z&^{9w$-t7;F&%C2-UJ3UWGv`G_nl^u z_?`nZXiS`~-?VL?&Kj?(xmyChGzHO0XWuD`1}VJYTlbP$7^G&4>vQ7Wzq7cdv9MiZ z2V;d9)!O*lX-^4xH1h2`&dUD{QvaDYv7L;T4V{@zxl3o{4e#9@Fkwf;A)q!FC$cmy zvY104j}S^l67U8l)m`5bC;^ey$el`67M1|=tmfdOcuC<{e3K2}%^pzflJlHMw1~XG0bMWg}}(QJ-H>WzwVJxeBHRsEH?O4m#(m z60`+tTAnor{~7Mh7I|o7dEzaZ%!Sn?XE0RZBZ~}dC5_M-^%3~%k|-O+6}04(A`5i? zMrz)lzi4OHxx-Uan?_b)`n&%E(s9XZ9ga|9nQZTLjVs3VOP>#FTbgrdI}uXa#l*CN zGgZFB?7bCtM8WWKNyI)4RD+Nr^f1zFc^{#E!XST(H|zfk{uNtUCuZ7eaU^Yxa4 z^$XR;t>_!&TvBU3iqaHMk>~DJ6K63;m5Tj0tqp6$C`QT>wS$9}FNZ9qNhD4@<;)@0s^dPf8v7>z-zRZP`Rw zPhI6#G?w6<_ERo@qY+J8tlb%>1sH7J+R;23QYV?73D*n3ZofR9qBcOS-g4-W7g!CV zjbNXD71qx0CJP++lMlDNXM>VA=8TN`TVhJ=6ukUiAD9Cfz>jQNODlskDvj1P`BQ9V ztqQI%*#UvZIm8IRzvO}vP?PJAV4b$CppAN!e3F=mQtfm&;s%y-(}ARNp1VIa$Z_sy zVuD1nx>v~gM5{%iiN%~CBLfj%PmmOy7FN9|xZ?QZcmAf5* z_kT5wPxl6V4fP(rovbPZR0vBYnlQr_kBdobhap)tM_s9br|N%M6w~I|4g7bE;f zRMt#YVbgq>R*GeyhU`bb{e|w?kc|sZLcq}ySV^EJ+0oE*FJ4&|XX%Qo60K3)eX{3j z|Ba8S!2T}(l*dWm_FW9G>5&3e334s|N7t+QkQ_iIJ$QF|=e96wws&kfN2f*II-fy; zuN`rfLF;sE?gl&Mxb-%6&m(5(a8F4DHu^FHgqu&mGksgy590hCf3f2r_NSgjOJ?21 zHKa+y7<>gG#p9f6gcKbi43Xh5v;E*%`$3hjG3*pW)khCnKJhW5(xSNjEQr9$Ti$&u4M6C0;J#*k_zs)HgGP zEYFN@(MlBn6&#vi>Zd!Tng(D=t9(qn$1qh&|G?0caM>)Ty6ZDyl2OOh4ZtoblrC$O zhggb%Ph_rSK<6K1Q6dGpL~h1e=dcaz6EzDxP43fRZ9-GYZAu-!fDVC8cMUUB)7(XHf+M&V1*Vf) z2GhF=MRn~1Dx7Srs6y3nxRqb@W3QGxZXUfg`$}1+vz)HjG}&8rZ@Pp6raSP0g2^EIA<)a}Kr4k5MlNtKZ6E3+)rj zDCY*&=9$}XVjcJkDbT4mxC2Z}TYwP9F-JsV2=`89SPx5EQj6(+e*94(dS5xX70tj$ zXNNtCwo!TMYffu^KFzV&56*RqF<0641O!i!aagnr*wqgDrlzz0IQ=0Py?5`#y&&0b zJEWKK@z-(i_% zGS~uqI=vH#x+WI1IPknp4h#< zh;Gf4{9%u$kfe>XWra^gMt1rV4c)MN}Q(pTmL)M&hhz*LrYz^#z~^ z@0F!=wjFP2CTcO}aw8;1o>h)>gV5Y>FPsDN5>O>s90H?86q?}`_2|dW!_^D}ec9A+ zRzyYTW%i`tbnMssU8%Eto31iM5UKj1=>9NrWZss|@JiY&X^gn$D_Jq$%{D=PZ}jsg zM}!shOybRa1=xv2u6kZ_5X>X^;~c-UCqun@?rwMwLbagchIfq-%Rb z_ZAepwkkmBL)O8`s)B*y4)krwoOs?>gXQJz)vVv*zVaRgHJG~bF=5ez{gUve{h?>f z`l7s9BhpIu<~m^lx~kW&!1M(l9n0vZ$7*Xz2Lo~BbpP~x6BUcdRdzFWmLQ{qU7Ig8 zIQ(dIU~Izw$U88p$*|4))qR>BhSOfMYqJ1#j$Dvwq<~*^==VWj2Ebm} zK_3Yg+psTex7b)cL5^?-7Xmrt#61up4DVmj{VG_>EvYH z9lH?5aA_ty-)SZ<_ZI~yngwi~uaJu-K?vk7ynhXbP9f-kG3bMCNrG|odu*ubF&~FU z|3s{roKPjrJ}oa;A~}`4$pi^y#~Pk|3Xj-#;2O&O_k5p2C>VP(@vIeJ4?iW%APa|#)Bp>0{uAIP>IRT}t62+-mOOAH`gwIFFc2#gxk5KfZGiaV;e-(#U) z(Ja4)=V5sM+7vQ2&``oQ5O$~-pLOM|#oTZE3auYsrRAgg(yMPuy(c8#poIM(-CrVL za6OwD&Ev3Y7+P*e(c7^^=WH4z&te#M>~i@Ku6k|L{xn0|W}mm(4ljw{3v$i#ZiOU8 z*>Bfk;F93WzKng{7nTJNk`Of{LTi|{Hf&a!7*GHiAN~UbA!MD8vG+t*sCYg}|KhZ$ z*WFX2K4TJXF%gOVs1fYR1FB5dOCZ&7Klw`YsBx*fua7g)IidGwYX^&@0@SGj zt5LPSsTa3c8SwP`K+O#b&O)M|pbPL?FZo*TIX(s)(n62hAG1pZiodGaEzO8H~jEd&h3g#Xrof(iw2@NpJp;mk# zo44|j0AgIHjVopivq9RUMT<(XBB5Ub*_XSO()nNO#R=^umncX89^(c`%&OC4NgJy# zhQoAs=HI?V3RL-{uh#FUehZpWckh_dWy|c+^4H(0n<099${3gf^C9?>&4U_p{TQAs zwD(lnj9u6mHDRtqcXQUe-?lSR0t?6<&UEUbVqNAXb)*T7*=T zzj8O0T&6r<+p!QYD}xi)6FN?oi$lltwBIOesj8#*BJW^XY0?3$4(a7ZY2OZ?*+N6d zCPg^d!p>~QeocVIXno~OQWN}2I@<&eM;_=W^4(?H?1nuZ7w!)Xdb!MMrW|C&klD?6 z90rzf3=aPzud97aPsY}4ljt;;5nM(g!jdOe!K1Br(n;7G9`ua%;54tj2XJ#aNXeVY z8pDwWiEa-4VNsLOm|@Vgd!nAH=_~ziPboVCx{4H5Qi3vFU=zkjP$d$-5HXmbAKVPP za#kMl_#A`TBx7ty!ygzzT^B=dY2FiEc=`hho2tX4a2uBV&>?LKh>*W5Y{W7D<|VS! zZ21EF^|g&15*qT3m|f<^6;I>?%j>2=&@UgpU1*-RRp~lTqe3hd|6*;iuO}h#fgbPe zv|ltswz8_@LY&3MbFY_zOkCR1Lg_}h7y%(2DgFB8~1vcCnRBJF+1fLW3BQunH)P zYBP1~$=Btwa5zAc_$qJKo%f=)-wi8*y&{~qe|)V_=(e)-J!8fDEA~Kzv$Cjxeq}zT zZ@524z#kYX9+07i$*1Pl^+b&?>G{9zhpfv5D;*>WwfZ#)4_V!ha%J<$FyqeqeBU3s z;~^jNOvXsPf^VuG%bQ{0M;42sl4r7#LjyWwl{5G)f&NtL1G>_$^qm6>9C8vnlPjQ8 zwjfZ4e}_d|XF7W-32GpNEp7GJ$ux8Fs$&QXF7L8L?x#sbh_=|nRFx@BzY4l=q4kWH zBX)?pfh;zv9Dd82buBQ+-4HYH8Nm%c$Em_HLV{?@VAcw`=ijwSC4^TLb{I_Y`HCIn zaz``bG{RC!;Mg%I)luZ0I3EI z8@Z#yJS!`9nf^%6eHGIsX*6QKVm%Gg(b1@u-52&t*8qdOwuI3QB&$Ed*vVy19G-Om zWH{UA1hNKbnBbhF=aDONuMlug&HiXzz4=PY&Joox-4}&AJ^LAS652Q?Yvd?y^s+Ku zfatiWE-{%i}T?Jbv~)*V^jV zPp7>Ul|bZ}q9%x{HR2D_$w#Rx)ls3BBg@TWM!y=5yyg*xu{2`*1&MUBm~~-T6NC4d z!AH`l(nKmKC{d~`G}>k(6ie6;IIiLwTBMrm%&o86d=ENQm8MS0crT4HaBJW>S|!3R za3%afytKt?@ZF-`M%EEQ88$B=ASCL{H$?B>le>nNS*PXHYM>s7^cSWGIQb92&q7z7}L!{rD6Q@$jjZba&Rrrce;{%r!cPUk+J^Wb`9V6ZaOzJ4M$JX@rF+zBB}17a#QJ z;zvTsnKAtJX30q3oIuKeJlGi8x z7U=b7{XQ9`Fa4gQq%B3&>i;ly*FjYUjNb3*mM&?eyZ7ESQUZcVcc>uU4T5wx(jna; zAR!IX-6192NJ`_&I?p-pI(P0L_s%c_3@|t!*k4?;*IGYGTZxAhB8HbkQp1|BsYj4C zGFQyGt=^mx{5W8H*dd?on^8DZMn7HNUfwnjX`~xKuc1k1QJCJ2twA8(JbpCyelCUh z<19e_PYHU?X~t2-(&}d?j%4u(8*=;v?PbP0s;*l23pS11_t|8lM9;~j`Q&w;PPnTl zLa)^EA1Dm*{`TE%a!SY_U0_RU;g>uG4_)Ck}3ZiRp8O3_DNO{O#XNkb3^V{?%&%lr1jM`A=D z--%=~i)IQRKd+(K%cG)!D(KKa>CgzFE`uIkDgTCsT?I?-yCk;?Ie~l zgdu)wm4$WvD~FoJdu2{4Wvtb;3JX4}_lFv*%Nlmg>97GC8l?k*czI9C6;f3_@w#<;wULq3Tu42!a#1o$`7kYXLF{m74i~4C$GK zZL8x)<1wX@3>!+Lx6q8{v{7#jcxEW2+L}CSp{1&1*q;;0TLk(mb@=^@8SQWgn~=|9 zaMn^$jI9f2>yxwJBK0Sc!eL3P1RQO{ze(W6cOv8yAzx36#?}!|V;EF5tijBoZr&vO zT6NcRbBTz*|1LBPEkZ{>Gg-h9;X4t!uFW?KZB%xv@7B6UB852!9@18I2G4eLJ6=Ul z@kWYK$Je}e?cI5aXqN-l3N zy}WcANGZ%fKD02HS>>|3-Hl#DSwJ$6RYUI{ap#GAs-Ed9W;KwlYTp%}IOC$Fk~Ptv ze$G&15Fv|&H;GStv;5ZNDz)mxnrw3P_fO(T)M>b7FY&V?#bTGVEO-yK`;eLkx12R5 z=UsZzL)7I3*ghW(otUWnCC5bgmRdaRFY_;Brv?Rc{>5%1Z;D)35(8u=!FGr4J-j{T zcxFC+9-Id6{(H(4f(k1|uxN#C zp)DGpRT0a?mLBKPII!O@QNgb+054uOwdGsgci=P{YayptoELT7b4%S=J>jQ z%lbq!q&XJ`xo4mH1!_8QChw==KZht)oa^R3T?w#b6kQ5`JGYl7Pr5dXTo*xJ>Nklo z;?9x&yn9n|V{=Y9AtHRRewKga{30as;P-4P;!hV`N>vochVP2Z1AC2YL31W}JeN!4 zt#}D=+(RRJKa6rLFlr7>RAxN5^$AQ4QktTgD19*^Vk7S6HI~Q}XT^hKI?zIbQiwRyU-Piq&b)r!^i`DQHjfBp zaf(*ao}bS15&8qf_o;>-5>@XpqV-Nd<;tdEzrN=%`<)olLUd zBxA8Q9LS5+wa&Md-^?DsiL)k4$x^0j#pDv2Srv50uKLKrh)}V6Z(W*^1pcCM*X%iM}o`V4>+Eyu#@z^vfh;e z8wpZgi6lV<67SikWMXH%?o0o`yej?;AEDx5`A!DCU=!4sc?g?D7=1X#-gB@d)7>@C zaE33O=p%{y&4_YSeX70Dk-qGRpK3`$>XeQR7f`u2`ubDv20Wr`X~K;SDO(%0;C_>U z#?W%TE)h+Ur3GmPdZtb%(;B9{MwN}tLLLpm(z<(}tA>#)f@U8U-{5Ys{NWYq-DhDOA z)763N3?nQ#5J{wY+>r;em3SFO_pXQ{3^Sw&Ugpe42~>`6^>Vnw5;9Qp?=!s}JcFmI zqm2TMaaso7FDJd~{$gw@n>!?-&9+vUm}HcG{c9t^To%Dio=F~jWC)8fVZ~)JI>`An zsbJI{8l~)Ua0RKKv^x%KH^^v^z=W3A6mBsVjgB6BMcV5hFsQOm4{`Q;4biEV-7#>q zW_{HZMbJ7;xx#1>boPH;jPa_zK|by0mwcI-fkh(48ztPkX_7j8hgPM)85P_~LDbyZ zhahW(uoWkU1I}b3FA|mgXWAVxzQqwEKZ3S~s${uqJ?K-(bK$7^w0x|5Xe?C(@dZZ{ z&>}W5hcatV8C^)2tVdN#s;Wyo{jx~Bljpo9sN`FD;=jcRnAa5@`WDH5n<=Q!O1cTG zPovZ*={upjU;JP@QcxV{Q2DzkzaaFg^*S?qXNy&@MrmSIfMJl^p3l|i0Dj6js5`!7 z>Z5hRjS1}{J5jdZSjfO0>o;k^MWuY!%~%ot%dAodOfq``Wjc+HO2aR@@6L}D-!Rc; zEo<*G6y9e^ze)JxA3ex8);~Rr^{hro1I1CUlsxI=bnwdjhO-pWK=H*2LyuCoV_Fym z)|-nYTgR-;H+f?l2x~@H5p3c8x4Eqr?-NWHyDOmA>&sN;#~r*fkkaIeMmW91^6!Bs z{?atOta}$`U@Z!C#lh3>sA`^76m^*^VN)@vAu@< zYr`09ck5qkRVSjD&``9j+|!7|l!5n}(FPVk?I*aeqP$Tb4 zg31=rZ%6Ye5f^f69eBAb$L>lBx9M3XYKJ~`r; zFc#o-QpEqoayR;{@Lro#YD~=gT#;e>x-sVVHa?4%Qoto#O=!#Hd4&_)(BALwJ4&i0 zGe-LdIx{koad64&bfB0 zUM3~8d?DCeNp^HDq`^<+)C=b2J^xqgz-iGJ6bwB@*sFPC{k{al`Bq2>&Sfa6%wU&w z=Nk**l^0AynvM&LE*x_4dOg$FLI;WI&uqb6(@Ji$MUE%&;wOJme$$|k1&QW2b~I&Y z5R)dD4Av6%iEzzdnrS0y{5O9ZlKH+KTT_Lk)!z*HE0Zv!19X3S~x^=IZIiHMx@deQrW{HNTyA%uTB8-PONsx8jES7Ob25mgth7 zi*$aWLs}_JK0b-QY)|)6^7;2-LH_Pv6DDI8OWRra<-M%R&=}^nQFG6|RZQw<8)lCL zv-0+~k@njMqjsnL$gQ^xZ%4fxLamUEwF1n(MZKToeOY9WT21uH^@XZAdEvi&O+>XjoeLD$|doTx^|7E537VIxY)T zpdZrx{aeS{J_3!32HEaYrADRp>i4$5s+OC`00POFA4tI+Y+5iv4a_g}j&qsbaV5&z z)IQL~(`l}T#m#UARU>A$5?nmGmqmRxMP)>Blr1`Kn=TSMSpGHVJrA~?%!#(HRX+{R zdMfqc&2yKicPhRfrLab6eZ8^@w03rA#_Cg3@|JPZgtG|U=J~78b_#E3`q;#9`4vxM2C7T?@*VRFL*E9x;Ej$K6xHJKee6J!`4|F! zt`xn*!FW=7>^2;2t27;rxJ)m6f5;RORW4CK!t}#XQv3R+!d+T4`kScU>K6jb&V&)} zrk1OS1#+X1;=ES)*N)|Qxy(OQydG;(xpnngwz+uz)whazg(IT+P#m(nIAA@B+!z1nE8>hj5+M7sc>1OEx%j5|M;|5 z-n&<3Y4j3j6sxGRSIPe6=$FqCKN{Gr1`K-X|2)|APT6q1_*RA!uk43bzA&b}FI@16 zpr;%87fPF{Q?YE~p(J(j^HAb*b{s5J{X?Z*?)#*@4ZD~Y>}!5(tcaB~)6zntmoUGO zORO|@-@x?<{u?nY54;=6?|s}>WD{62uXZQ%&`^2XE{M(Q-l+L_!nayjq_{hWZ&e95 zYG*YB-RQm~B$ay@5kNdGaTCl6hknKpBuS8Njko>URveCfw=vr|h0I%LrZHxmprNWG zm{>4x{7K|T)Dqs>yZeZ7xq4I_%?AbQ^?a*g@Qakee_i4Tp`R z#?TZo?1EVak(kx{nUpwVHj%=5%68nQU({{I{7v{8HZmFGwAB%nl9Stq{4l#50}skc z_w!+#F_B$rgzrYK{$A!|>RL6_+qi|62V1|sG!>#;a1L|`n-AwQt5MwPd8+BFLH(&= z&F!OsIO6UWSBBR(uF+N9idMs%Mq4g86uf#On>Us}uG_4_(#a;?_TSEozx|Qh`bwz# zu8b{YTZ)mLcH}%aYcc7MV_>L%m1Ek`ZhClNin#I05wWCzX~NfUkCTUagZtPvPAxU} z92754$I>&55_4qn)@hj=S?HjsTtWKb6SmyRjB0t<=h^3fuW(t71SR&lpPO9-vz#>r z@P{4^UQ5Roy)cNpz22+bvfz62WpszhX2`iPo;zEEn}C~AMZ^@PE`g1F`TCKToHgs)^#VVlvu?{=R0oLMT*|jbn2+I^N={XuH~m@kt8HG5l0yeyZGAVTb;&CjddZ#OTHNe%m`Zqw#I;P%X;%xz|i4Y6w8 zY1Xc#%`Cr1UtFCcc^qU?P~`rp(Y+b4)|GJ^U(BEJ{gEW>)8D@lCaEj;5xW%uE*iz| z?t;o+du)tNKV1|kan}e_dO)&K`jh zwZ3A5>#&fN%!@hdNz;5rW*Snv>X&4?R^Ryd@7wniS0&#NZKv}{{D+lhQN}Z~?8mml zua(C7&OegsYWoHkGg>+j=<)qvkr^ilmQSnTy4uXv^n6><6gFLPchMkv4beNIjpD%1 za?Scf_MJ`J2omBnEUBc&rs&5B zsuRz`hYm&iiF;UfQ{H>R`@BYrkY`@7*193s_Wg*lVd1qHGHdY{^7)*CKL0XJ+(k`6 zawLAJz-lT*Ey-Ti|FFOQIY$TeY}T!lNEA20=TJqW8#}7HwR8zCVMZdU9wq@Fr>>6f zUsWU0@ZZdRbEbTl7m}QQDnDf&*8DRvrX7w*9ru^MXsyK^hIM%BFEY&sC)+SNbgDN;4_n zeW$L}R-Tquk`H7*G@_XAI7JiQ<{gVrKy;b@T)xAu;$XAcKCMuAe}sq7rQCWt!wXeg zejWU|4Zcy>J;oZ|r}IMRm^@1H5`G>vugR45sK}JRmhZ|Zt&zjtYd(0{0SQk2T08(v zE?S!HgM9r`QGgaq;=}yZCH4k2#*I-~N0vA3o;u3CnK(t~pUlm)Oyepqd28K!4K1#z zHx%#HP58oaN;t>Szf14!CBD=Xk-sO--uR`n~YnWeLd`i^J*weKeU@|Op5nau5*)c!KMem1cM z`dG>P2^P;v{`<=iY#fQk3BvEmNJAhI>#>|GBVhf?49_w;(Bo*#RlocCY5_+cBjM9a z3+tM<3r)`gnNWHdMSoigu2{c&Y2y-^D7`hV7r)Jyrd$yz+RlGL9cO-DAKp+?!t6@y z{^Q(Z8!cjV5bwyaUgYU%?=w%rTcIBc#GOv9(kx@X4cO|u@{2#y6%6&CRS{ZE6f}vM z__96d>2v!Q-gQ-<980?Re(rKtar0@B`-6CfLAmao(|*rwxdV6gOD|xBC7{#HE{9e( zeA+j$jyGoR{s3J$?lOIqZV_TQxA58Ew^juq11q|-x~$*n2+6j8|IUP0thKA|mtMla zyjYHdl7{Goc?5kvtZXhPoOqhH`?xnvw#S_=$1us5UV-PS`Ig^_1%MdiB>|aEiVq& z#4Lt5yGydU+Bw=U8R48pQ*uAmP|@$1)Wze0T#X*Wi_T6n!jNEdAs_ljQ-=mN`_fac zZ*%Kn2~4Ceo5Rm;rOyHnq6?>Ea9)^_$v1Oe_deTbAk<88E}E)L?Wf_Yx9M_ALnmS3 zcj;PSNmu=C?5gk9X@|o-z!6%Xp5NJ)UoCO?mCsjx@}ll)Dihr~tT?0|&W#F_RKB~l~aPnDnM_<$G3ZfitIhhj-c8Y@%~WJk;x5X=Sn- zS8|h2-CV}cgqty`2BE!pIZH{QMPl{hef;JA>hUo2d@*Tk9wnO2%NJ=2)(|{f(L;)~ zzQZ7JDsYgHcFSRNx=~Co8rwTb;7j-;k%H1e@QXGv)Q=a3-}0-q?A`X5Rd%Ql>#=gd z-Dxw~kYC9fTw`H`)|^HMp59xYJg?FdZVZV?>-VUQiRLwmmvN#PEQLmolFh=D*fG8@ zZic^<+)X!RpxD%Cj2$$k)SHq!n{Y{Wbv3fhr)yg982}$ik4BR{NWdiTF$-2 zvcFxF8lsj(9`f(^Cr3 zp9fJR#vIhsdy#%DvMG&0c`xNtJ`*B)7|xWieM{?2QL?yh&qMX`BdLcaQ;>E_`SiiwEQV^a;jW}j14p02oz ztFS6`B@O$|*_EO^FgxrYgbcUOco}>;ryHgC64B;^KTT)_k_`F+ub<$wUdWlCiI>># z6B$9o7D_rcBr-p;+OXlcT-1d-AI=zPB_oNXGi%R#n+%jBlN9eT_Sg5qH3#%<+)LfX z*v##s;?Gmpm*Xf2$UiLD{$}sDonTwOKJHTL`%;xQDsM--J(T6f6T4;YfSH*8jiOC4 zUe2hN5~beT!G6!rY#yCn$7g?9(y&rqSfb%?M&>)*T~mfjXn2P3#Z$UPt{ymN7c{VCERGS zZ6sY^LM0Mt9eJd4yzEmr%$!p?>p0SzGq^Zi+ofnsL+dmrZH8Uxu3K`%|oUu7`&i~Vg8qi3smJF_v0 zJHQbfu~wW>i?#06)`WdzqnNk9L%Df?jfDQ~!dyq|gFR6O*A_jY^AZ9E7LjlEE>^@g=_sRK+TfiC%KUX;ZTYs6zO2M0 zl$g9*`VQHGVLZA;bt$yQQIZqM?$xf+!Sm2R!IZz+imn0`$nCw>@XuQC;5 z8MZgU`1ZTluxo{$w?_xKFu~U$H_rIEEV&m=oD;aOTE6p|-Wd7ynpB zXgT2ui{D{PiOF2wTUmc-|`?5bp?gRA+J@PW%TOx_A2LzML42w}390$1VrAKU(C zUP2pEW*zUY1{b_PB`UqTU%5BYS?X0kVBW>H^S;NvXvhD(PR=F#rz@XrbZ5!5(8i+s5yCP=7u`hD+vEsWW3FD%xAIK*ZTsq&qtPU!&diUIc zbdgCb30=pJa)Y_Hn$L(;C_$8n{}+nrL6I}T`Z<;9+sj8^8=NRr{mATFLVhu;8nQTR zwCl$qVOn$nvz%uUE1)5Yzg;%Zp%Mzt@T6DAL z^INevXGD)u{hp8h_{E`=(mERhVFRrF#Iu=>|p`zp&vV1!3%bUDH(R!5kZd)kMyP zneTHmdag#EJPqnP%egAc@v99<*C7i=^I%Nvc8!Q_FUNjfNYd?6`-4fX%WVyNR^92$ zFYPM!Gm_`olu8ADSWn(qPTh~Qo<~9?vdwcVw#bbY7=g#SIV+Rams?tg zduy?hh#LbhE$f=RSKmVw{W;&35kp;VBXW)7m}3z``Bf9$AlII$oHj~|&GLvo*?X>l zgw0Uw0bxIKHhw7~ufYfYuLEaV_xUZJUQVQV)8UJdIEN+jaGt5gqjf}c!R{@L<9Urwenc`f!k#W z!Nb(~E3c-VA35gmw&&itS>K1dhG)}s>@N8>{6ZFavGtsaI#q}t-7jn#fsClX=WYEy z*Gi`Jv8&3Lt<@C@iiVW*8M7wBz^Uwkrr8Us+%?yh{pP4ypvWa2Y-!Tz~O3$V&C`XM3mjYaA^5nNj0q^IUCJxIAV^Jlg#=?OhB` zZv<&N!XT+{D!G)c^*`bCXTgxxtcMfJ*bf)uu=8O1ubn0hFWbEInGmC&8F}09w9ee1 zv1O9ju59&V5Vf?N@L=XNQK(1_71wHE@V-zD{pBG&KNOsft5#^^3v4&-QHsudb2^zfh2hq~l3+BgjCS6Fq`H@=>0Sjm zQ-!X>SBi>GCt+=5Mc$k(RvK$jy{y#{jJB!Cm z5&L#jLmgu5ps5a(i@zgufBg%}MKPhnq%HZ;I~hAXU7&r3ih5p3xXSq&I=8O@8QUS{ z_)|h|%FJO9$Er($qXT<2gn~rTqO%(wSA(z=fX>X+oEPgru8F#U7@Nc1PhNTdyo92K zy{@^*Q#4HhSy7GnRqkgx)4Bfd_>S_D=@4`XkC!aEaR0h?Bo| z8fRa5VX^%nFmr#Fzr(F4oRj$eQRPPdldgI&+tnV&1bI9A`jW?;YJI@pz`+)b>7Dpk zUBr}6Y__RgX8X9l6YlAy<7(6I7@L(&QyXx`+d?r{d$kz4v!OB+#ocv$*p2cXI0Lf1 zTJC}$Z(%1V-Iy-zbMPnIDpf|W3~I;D`beHj6h`93dUfMA>Kb7y`7ZZ0NF<3M?OV}2 z%uNq>sHh$7G3e+_h8;hh^|rV@&9kXc^MdoBsV=idDPtRAn(8^&@25{vU6^0@K`CBj zJ$&ZAh{J|(du8aH~Cp>YJS&eai%X{rC^~( z?irRwHZ~a$V{f#kiB`9X&6Vh;=@&DceRKDL`$0{>anVP^HiDwro^qOe zBenHqJ9Xuv*NwMKj|+WStw`Gvg11xp;cP=0TM_kS*n8FG$5H+ETkA#Z%|?rFlI%)D z&du1u{&iOFBcq1|?b|jxm48tBqt9P|xgUykJICHShq!HYeo!C6Cq5R!zFE7*UuxP% zWJuW5Ml9)6SuP?<6R6_!T8Fx(4|=)F_;UO>jf6XojI9nc?m<>w?ep48>f z$YI9#T)(ZxB|DxSc`;oiML>DZ&u*o#P5+JiUHZjnl5p}?PdADWFO|-ssr(u$lim6bip~|Z zf-G0sNk+F^tJF*&w^PkVuZq6f>-Z9pAimS0^4oE_V)g}3&DsWoHPmgf}*Fidfe$aLv{woXzt553Taa;I}y^Zx$Fz`{1WWZmaGF=n6dYoM`mj&`!BeO~rE2FVyP& z&%2u_{j~O+8zu->(J2xduD(J7R)pA=Yb9$weHLWOF)W$hw?s`f_o*d=ksrD=-qFIw z@-k8Ws*~%_EcTH>4_g{=bVd;iR?H$V_u#v;J29DW;VA^uc_ce7i%TsSt1EtOuX)GH z!qsq0MftN$5kGqq`6*8GkJEzg-tXJ{yudrjMB0DDv>6pXHcSTfX&bu|G%nbJyg%Jv z3u^`~UQT_Lhh$pf9P1*j&?0F z$ZF7a+kaNOHLh3JC|IUgq4(cE__8o=^_ICp&}NbMzSU;y9|c#w z@yCXc#CoAi4ks2%1W7#z@+C+53#2=?U*psGePJ-l%%<>3Mglj#8ra$MJQZEkw!DMPqW!W+70Kz*V!!P=mgLVc}C#){AX3=X^ zg~OQHH1DB%QpoWB}B~@ znO+G^i_E;U*hjBsxg0wEm*mDd5VygNyFAA72_fW~X>?+av})%zFByG6V_DB*hWr&_ zIcprDjDNp0f_n4KCvFNwa&|8h_5lwghase{<-WcKLUPLxT4nhf|GSz_RBS`VS|k(Q zChO0)-*{l}rLM3^$w%vUP+ETrDkd7nG}D$Nz=du(SY%a~AEUK(zUeFZluYPmjgk8G zLEF&ILJ_V6**OF=l{tD?g}_SOAiy8%PlG%%wq$N9(+r%bDblOpu1?{tT5kV=L}X%_ zH?(jyU9`s~lagky#*OUBd|khum&V=2(bCQjM*_6 z?f&doBB`D&-7)$uC!6f2+t-E2ghWtB9wlnG<>`!RkUB&IMZj<#Ebsk5_5!Aj!hEcmB(q;NRH|Y(axEOKk{*r zwiFs)*^Yb*5xhqA%^H$@|BL;@{H@S1j#Z_7#L<$!>o5Aq_3h_}{u$VhLpJGt&en-Y z9M%Hq<(bxAxzaBfLk@^|Svg!-*Ak>CyOLTa>Bd|=Ege!(HaTtuGF(KtesoalHW!v8 zYit#aqQ~q+l-)AquYG!l-q)YN&&5{0N%m!!tuO-r9IL{MJ_9DCd6I`FS%V*$$mn4I zywo64j?h$3%Vjit3gKZyO#Gc;>Ey{wYr-u{+g zSV+j^d8eR+`i^Umbd^JFM*P=qx3}CCV=p(~tDV>CyhL~J2h88#!3Cx2PLPU{GMx?oWRZ^zd*5<(b%sUa z7cbVpP(t*IKv%7g3BDRLLvBrU#{oY!Xt!rK6x%Im1}?M9l8s~gx#BuE2VYyxN{}#) z$xVl1h3=Kj(BW1t!kLw$!x?1oP?o4q7!c#dGh20ujm%_xyOgG6dB@R^*^(K7|K{OM z6tAs*m(-Me!_pjG5J|yA4}=ZGuG;>^cXXWwJm4dXup{twRhoWc-G7?Y=1-Ey1pR1+u%iWYLmjF$Y>nY z?iOj%>QBwF=y$1gkFNg+ix80+r*ADl?^j#1wmMcZ=i(@Z7PeJ1Hrf}8%8j)ez(vis z&&NwvOnyL1MLG3Gy`Nq$>2o#fTqS(`O2&q$RQg^+bjmX!F#0Xt3o^r`X!2jis@$B- zs}jA8h>8S5EEe;O7oRLbMkQt>+`2Mq zP*Ua~y6-uYQ~Dh9LYW1Hxk5~W#Qn=goRD>Hou88@8C>!aI?IB%QNLRR*_pj^bm-82dIoUj!Lu)q9x_NDu$F*;g^0y9L?W%#YqBE`o#1ia`_D%@$E11;S{x~!Tl=L1Ksyg&(Kl{Ikxh&LdIlhe ztl(z1982If5hxkS=o^b2ag}$=s=oVcI^m&4_>)q_e)r@&VoV@M=r7cZpvm|-H;b2uT?}6 z@As1{R;ogKei3bPO*Q|tUq+L;C^2QxOKfQHOw!nbeZ01~)@>~bcBy{N#6VJ9z7oot?+ufhba=c$= zQksjt=0ZNV!buERjf!)3P2-JJ`0SBT?vmsfbpL#S3#cC!!t3?<{0J4#<5}hSTYT^| zkLLZrwff3OtbFD6^fuYc=Q!ryqhJvRLccvmLDMHr>aRzO_Wz>ke%+d>xPE|~#gzR+ z{kzGy`~O~${m(2OFqOv(Ey(_7nosrr zu^{`OFaGau_SVtvgPN(c9@krGSuS~-cV?!N|9K_#pI7o+>Zb0_1{hqjcDBwUB3!ah zW0L>**0MY_g8%i_(-t6?jJxwIHRpHErca;pv@-ZKk_Z8}T7i*72)NY>j3h$9tyW+p z5dvxXw_1UbL-0k>L#A3X%zY6X5^5OAv%_p1l(!`P$A$}D}V|Cw^{*I2)NY>phCc{ zRsadXkfC>S(S^-oDxYY`vLcpz702KmmwF0OR zaH|zSg@9YF04fCBY6Vas;8rVu3IVrT0aOUM)e4|Oz^zsQ6#{Ox0;mvhs}(?nfLpBq zDg@kW1yCX2Rx5xC0k>KKR0z1$3ZO#3tyTaP0&cYes1R_g6+nf6Tde>p1l(!`P$A$} zD}V|Gw^{*I=>LS^=|T5|3I(@X0aPfs)e4|O!L3#R6$);(0;o`Ms}(?nf?KTsDiqvm z1yG^jRx5xC1-DuOR4BOB3ZO#4tyTaP3U0Lms8DdL6+nf8Tde>p6x?bBP@z1~|ND@9 zLWTaXt=1=0=>OVkeL{u)udUW6ROtWOYJEb5f?KTsDiqvm1yG^jRx5xC1-DuOROnNN z{<{nSD)cEs|M%Uee-*gZ3ZO#4tyTaP3U0Lms8DdL6+nf8Tde>p6x?bBP@&*fD}V|G zw^{*ID7e)MphCeNZU7Yu?r;OBP;iGEK!yI-Um#UrG8RCEf;-#*D)fKWT%SJrgbD@Q z4xmE8wgae8uY!L|daP_XR)DimxxfC>fM4xmE8wgae8uY!L|daP_XR)DimxxfC>fM4xmE8 zwgae8uY!L|daP_XR)DimxxfC>fM4xmE8wgae8uZK4xqxowgadz zuZK4xqxowgadzueI2r|NH?0P+?%(0aO^+b^sLy zwjDr)fo%s+VPM+TNB`bTkyZ4{ojY)il(+^&gL|N|5I*R3u|Xn zM=n|Gr^9Gz(+_qgrodM^IXjxZv%zrB*vcHLvet2&joDntgzG~4CNT()$X9&fDPBly ztLH1RY|uZ9S8p=&vI{Hr`hc?ikDf4J*-@!%<|{dl>C(2H-es?&%TS`zp7Tw;@PAv^ zc6E+-c3)R(&{l6^uJ6A3{5xvSm^`}scYZY1_W5D%tNWwbqtD9q*T@^Dc3*AV)qg}k zAJ2+HKcDTi8#=8#-hTFeO}1nA@Am$rOnfKk(?_G;iu$|qjlT~&2h6t{;y!m9G5_vQ zNvPYeuZLp(-JTk)7l}Vy|BU(kc&aSsb8}jj{m|3*wdZU5?X~j1zjy673j_BTSaWun z@2GFuY}t~(rf;=hFPnY)e1P>!`|3=up2hpVc|P0d(|t&c`1N%W_2-MznDw#G#NrQY zeblXrN5gchZHw)K4XfEab%~E$(N#-}HpiZ;t?ssS68Ha{K7Ph^y6vO>x4&W3clt1N zz1V&u7vu4OWmWG%{^KF^VmTq{IL~?NVdMNO|G(k;^QeCok94*_!~eBygtR~WS$*86 z&VJZB`uu6=%At)|{1epc@X?U{VyE51wc@(WtaktCbDz5=l=&oW`;EJoo2X+zcD2 zUQMeBV`h0Mxxy~{i2oSy4|Hz-J2{$bXZsv3T-L}}IAQj8FDdC=H!*wt`!ON61+Upb z(HTKoQN|JRmxEWo=KtY_TU|x)!-htu&SO0>#Be4@ZKzehxyAOjR(U?7{`YGwVkN1s z^mHSTw@^^LkSP62k4WB4tHakwHP6|~>Vc>R=Wd~2u#R~D8QE|d(`VDE9{Q9J-kUG} z>Y68(T-BI2Zyle>MvK2V%mwFRxXDnOD)uEz^8JhibTu$ z)u9=?q%hIfr>h&KJLh(KJeA87ZQmX{wR^8CF^TC>kT&=%y^6Nz2^+ia2$XSCxaDoA z4!#eSuWNF#b_h5ldl`PT8bVlAx1`g9HDMoTIk~0at*lIrVfjkSnS-0GBQ(;BAylYa?sVAf&=wg!4K2s@nYHp*t&}L zN|+gxKl?H#Zq;Ux+}8a0`H~yx<#I$(^XJQbti$xvp@DcRqHI2 zZ^*qUte#tUrzf|Zsud}^!Pkjt73nF* zR$J>(QG0E`6sx%edp)N}g1uy-Zu9kB(}do?2N*zwN=IsKWdrA#xt zzjSc1@XPFa{&l#J(&b?}n7+=VoMgBD)%Is{c2ST1gldqs(s|;H&6B&HIcWsm=*zY9 zGc4XF6}Cs$2#)-#86AK8%H!19KLGNm5&mJ4Y!JnKjUyq zev_>l-ToI#{dB@|QNj34CA8RGe28xaBNew3`mRqP&;z<-Hk{ zL<601E(y44G;=yXg#3!kd=^A$`JG}Cs{qlQZK!-ut(t?TS!n+`i_%6rndn6o&gXAJy{Ewlkt!^ACCK@Wg{_;6AmR#O?<+D>M7i!cbat28_9+@>;g|bB<5Sj zE+Q|&33;Xvn{XiOyifO-uglFJBd9v$y zReL>PeZ0e%pdbj1vE_Uv`khkKeq3@`TcZcc$CS2V7}=;CLhSw_H0h%-lZr|ZJ6nvS zjsfj{cF%dT3jVp=>Daid?p*zj`hD2cwTgTL+5AHJ+u)2UH^_W?BUm>Y~V2_#nMP&mMQawFV^DM;^ljM zW3g{H+?d!^5|(>l@aTCd^=;n>F>E7)VGX7 zXacbo`<;*67Mu_Xp+T|fXwrrY%(^Palpnv=4>APVyUV-`4`L3wq!BdesXehsn9U-H z8@^|VriOfp8KJ1fG#;{-JMhUlL^|32@mB4of=b#4NuH?YPp$zrRwZvFs!5ug`2}GEsi@0#ntYm zM`)Px8^yZ#73J$_9Kl#P|7|4M!y$V|x95)dD+oRbn@e+W0r}lSOV<@3rtS z=5vNnB4HTOOCGaA5>z>)^?xuVobpnr3*+r`I?y;$wUiz_+Y`777q3Jlu zRa+d9wJF*5$EtFMXwow?$*MNlA9ifu#)qg0bC+bZ2qM~aG&fsRX^Ltk^5K6*((67d zy%icw^bkpJ4o!G<)9TTlC0vfcL&pQXyqJ+0SDL%vUTen=e;c4Zy@ z{m}76*vhqTQT*w=Y&j~_?==qZ#w};yy`!Kei$+ji%g)W+aXTdy_s-nsC}y@~`C!jaWu6;meSX3N0K2q|gWR!>JMUu73nCI+_b^{hn)-=c^WN z6dC>4$6Xt+7fk9yA(Ms1R2@}UF!U_>rNH}24?;H)CXGNeW?5Oa6sLXlb|Cw}hf0_08cx0#Q?cbR$?w@;hcH zqCf86rQzzzom;{K0hQK$)?04`4N`O(V* zA_B5srz(BhHskagGmb5V4vp!HF~jwnqK1kiB6AH#)f~`|KIWy~G{Z$5roO~5q9XsT zvtG?!UW8?c6GM1G04`$Qvs4iV(=NE`pfZD%WeK+5a+^>{>ql&xhOoEKj75&*6=0&T z5_i8E3~Nd%lf0(tvHw4`-BnN+!M4)X-Bts-cCj zXTd=_=5*bN1|D%?l-h7+ET4XpuL(5xXA>$EZxA*2~C_8ey9|e%{z-lmJ4CoD0&0f&Y4eI*gV-21d2^ng3*`@#u!c)u0L`dA z*ThsKUoKNn$E)aQk+)s-Dn0?z7d2K}Em6f>8joNp?(thY?(fT6LDlRD7LU^|x<+wh z(n_?d2fwI`hjPPM<2+aN&MT%O@<^d}`(bkr9G4saI2Si4ULoLPi~>nxu8IZNzS*M$ z9bTvW{Cf;elhU{F4k)Cvakh|n98x6m{8>>%0gXT*BgkF^Rlb;}=I9QTBQ3Y5zm z3^J(D4P4>YX7-DT+v{INSDAymMp+FX>jspd+M*QWLyv0_BXdrlo&OtEjGQbrB>=qt7C_X( zL^B`csXhfG5%vqh>FQ1P=3(ZC6B#ByHo4SZ*21ItHd1bY{D!GA0hveX+VNqFB7~d+ zzPOI66vg;uX*JM`NKEfqiGhd$)hP?9%e+nXzy^A8#Ww9&xsZZY9892AN!btF7+YiiJ!e974xu`wd(q4kvsa@JGs&@H;&*t=Qop^ z8%cDdLTZW*eFFKf_f$RQ!)8^fP+v{EByPi^19Auk$|V_Sp?Y)SJJNM>FOit3WmRUA zmU8NACd!fnv(3KnfmM=~e?fW%DmMUMx)942cTGI{Ahy%trQVEV=zBaby9+Vz+e2HJ{ zS2O1Q1xAy8-S)d9X;r{#9LV-Sx(+_a`mdZxLs+z=gU>|m7Ca<&Ycy9nAELm9)<}&K z4v;ny9GT!vuqN~Z=c1Ayev=qMo-hSPriICK!J{wN9IE-m8Q>-ESI3En=|eVjSyle# z0#$;i%uvWV5Uef=%y2+L5>k0NE8)gp7E_2!?bS5#Lqofd?j#B2c^{dj55Dz5Y`sV9EEvye45r}L?=2>-jXy9?8**@11LQyOX}t_Lfy z9yJ-!_e>cyB9r1(Qenrwr8wQWK{oc}S%n2Ej&0@=3LH=V!^Fj0zDlZK(5^0b8-K@+ zvj!i4!ePk4|Bb7Wy7=E&$^9_(*5IK$$9avF!m4nco~E|dZIRioTt2H+^i+4-Cb&Wx z!E7gh&QP+i%RF~Pv|46scjI&sxMBf&k0QEGm62OGKlfCl%A+!R8mPAi9f+7@qL!MP zer6_EGg7(VtDMG*gyrWsN+y87-Fg^Q+p#`MLChH_L@Za;*93{NqpVNJ{#~lYuq!Uw z=!vz+j)FQCh%cL?J{j`e(!G3KFHS+DKO{3yxnK>$sb255zow|v{(8BMp|j$vjIs^G zbBde%1CZY&=8gtP^Y_}FGu(Q-ipq$vRd>(vAz^DbpwRb7jcl$TLPB_-v*;W{zy2pcAJveRLqcIv;rt^R`^7qD55b8h&gb4l4D8`~dSXLL9 zHoO__k8#oJv)vW=aqPAN+FsAsrI5580drQLC|32uAA>$L-pcIP<%P))rtM)%d+OF6 zX$hGUjUA33@kdjbbcI7ovBv21nv5@XLD^Ke3O^nuangVpsJ@{CCG3747#=nj zFTn1%VC~ve>7#huU-Hh!(jB2Xcn^WB9{al%0zVSqR#$|6AuiR@2AL^o@x2MnOWR~( zP;Qw0jkA3kMgarbOu&ntP?T{@Akab zMz*3{BJ?aos918XP?YSUioD@8T^x6uu0wFxrVU04#dGgL29K^-D0K>zyhCHFFs%PM zBeEdqL#u%l zUzrLSaD(islbHXMWZO^v3VBYomrlL>2~ym?F#C{n=6(#qVa*6*g%DBnJe1E9hSHJo zT;Oe6+o|r0l(rD1j9^I_cNtM*IQktsIrcJ_tuYskdp6=Y6>%QKyZFra=fYeH+6a=) zDNa17IIfmJgZ;6I8ffJZ3fTadcVLE!&-GWx2$0@FOFc;wWWL6&)AJSU7zvnJOOt0= zC&DLk}Z=x6TDeQKPT#dvYQwp1qvBoLQDopZi?0GG%<$4f00>s910}6 z_L@qQYe2e0EXZI$$^(}koO}urR2yTf<$1d?L8W{TKoVv;cX&{?bR|^^a!K(F{8shI z5aPkp>zHo?nVb~FxIlhQ1BkNYkbc!nqiWh*Xp5;+AQEjtEGQo9;0*Vw5mBk!atP}7 z59c@eA57T3Iw+80k=WJW3d6MTXidN;V;RH(0#cqKqnp!LFNbu7!y#rqtAznxP zN+1cH`E@QyqKQIfo&zwF41Y?hqDK7=q>d6fiTpCaLKgGrAnGZ8#oodcb?t{f$<-BB zm@jd)1d&F`fBa+ARN}Hn(}y>PnH1XHJV4&?A^3XQ89X5gQin`C>;hDRNG2Cx>Z2fZ z0goDOKj)*vRo_yA=dPrzI|N^&Xp{xAsl=tsWSIcsUy&S+Ny+vmmw}`*jYgwe~*gD6>pWYL6Yc4#q5PHF$mh?Zs=jCoVaEOkzKhF5Wj)W(`qXQYS$`l=ni(C;v)l@?2&}=Ec8kG*MEJvPXM9vaSIK z-oDfGF-=3`#JCkraC)Q0J@Q?=2shnH^P{;NmI+FUg2k(;O*NG5yBy8!?*x~H4de+b7x@ckey(s} zlV;P67D|`lv$cZ-BBGex>7uZficJBkndJo#3v{5_m#Td{)_0{k@o_gyR~DUvQ{+*x z6@QA!OGP*ArWdVwi_bB(0P8^aS^O0-AC$jW7vbZI^A4P3uWOv}R+)%dLF+d9o;QT< zq-iiZ7w~diDIa9Hu-YgY0(Ek_*w_X;XLumCS=X(Mpc0bm?lxX^Kt; zHz*nSD%Yaz1vTAM%+l&e%kH5DP8>UCnWQiD}#KBCA|#yo-h&ZTk-O;%*KqKtk_ zBgCNV6b`;Azi2s=acU)~L`E8j@16!kjYFxava6-S?e0$-55Di8C_}mJRv4 zA?i7oiUSS=sK{e9v`O7r#!#(qU0#9g*NH+X*{Zd^hJ%bH`2&$Cy$tj2t)_(T!Ro)& zzG_&FD68j>RFrR1ACEan&+~f@zdPCeTPPaf@)VDPpM7&cnH2gM0@YQ7up4JErmX_YBuFag#X%eSetC2F21?g*@cia=6TNjM@6B}}SjPg!rm_V8~FyF$iY z8V6*B=8>-{BS)=Iv~WyWT0TGK&c;|TFKHHP3)KhJPYOhQH6k-#_lWFA2k02bDZ7jl zZyk=2dpWKnq}jTsJOU%A^@iH z;Jok$TG(Nta@DyJrtExL#w}TX7bj19;pW=}?Pg1gU}E*Uw1FS(9+?o(~JNN$d- z{tdU zJ7dj)P1fqXO6%*fHy(@fy|f6*Zos%eRHP#bDLprKMn4uP{M|cYQ zW9lvLML<}o+2zsQm&lxXo@C=C5#p|PEk(7k`74~$y4Lj!L(aYV+Tv?88k0Ea``wud z;IRi@cU~2P70l_dL|>KoTIRLXs{{F{E~@9R-rG|O6W#tlk&FtBOol^g-0XXjl>sD0QR7 zac7J(8)~iqf7n&{y&1rJ$2USCk!xpxRT){@hMal-ctzHQD%CwC!kCaYv7JXVRzLxT zO_8ZRHyf!Iku;mYpyyzp0gVXa_|($LN$5U`pReNt@huN7FN@KNY2RQ?*YOboW`$kn zy&RU`Lu(*!#-b&y?v=3br*6DMo82*^P{PB0kymAQTq<39K9XL0+7-83Xg`Uqa5*A0 zJchRM%7JQcA&Ocyf^Uq4sCkeb^3Ymvk}5CD#M$33m8A`6#p4yHSh5hwaEvtCCB4eA z#1ZB)x!)u;XzfnUBnEG;R9IZeYPMCAU&APgrO*Ygu)edwgp5@lO1GifG6YKmIAZ2-K1#FcQ~K)4SBgrWF^`5)l-5h&jF{OA@~5p`W(@PrG%rd zwC&Ys4K53-32E5&tO85zc*FGJ>y@JPWjV%paU6t(%9CFY1SIWS>ql7LbZ#34ZB=pi zSYeVF2K~bov8y)PRu>K1L15C3?OPuw+R!x6Rt#+Sk5^@oBZlJZ^J4e1|Aap9+Y1)Gg)MgV#{Ke3TrK5X1tKjhK;q?xhS2SaXYT-B#;)|?4{Kzsksfug zD*v1gf$%MX>3YKC3~2Y-Be^2;eW+HrLo^w3XO`d_W zbVN(PhdM>wqJkJ|u>4sIKZ-%qsNdP#)*ZUdpGh#fx>}P`HNige(_TMi|u6_zOA zS?`Q;;Y>toy8TctsdhL+Rh0Vqgu+xk@9*{SmqPF<1o5e8B8g06nuKRPFiSSN)1RFb z^&mNx#sk3ul#x+AtE-$UVp-NQF?(I6i5o<487uyS!$;)u;PjZZ#F~eya@qk4bBS4F z9JPi|Jc_xU)FfoybaT6x63lD zFZ}084j$%ugeQWU^*eO1B@XJao|!fK<--aJOLoyo%hX%83L|Gp`zku5Ynd=|Q?ld$ zgm&;Be_6IkM!VUhb628@V|Fr!5{=V5Horb+OvE~{{X1)|&2|KNcCMJyTiG2`g5E%2 z+jjr~-!qI^!Isak9nzF!H|KU1UDP^`A0iBuF-Ubr9HG&a6R+SDi+#{SlNPE;wS(ig zyAG34A3}`({V<3hMix4TAWKs}++QwQDXk$X{NbB;K!o40(I;v-6Bn^LHLw6}(DRpPjyEZ5^DlyY4)u zdfu)@1dt6Xk3G-W+r+?*oIk|0o^oNCk{aEUW8FoLHog-#?fd$UwudYCzv`elLxE z9bI^k(u4(Sx^x^d!Akn&P-u2{P>n`!i`nKqH(;IuE_vHfKDuE`x=LpfVKp#+U6)gm z>I^ur6Q50d0eJaqhv>)ub!D9|WzN;K{WwER_q+(yl=^ZdUTKa*p}U5dS7!q1{e(%w z-V=&buIXHb*R@%N@^N{WG8k2+J25-m!$IljnVNM(;L*?J@?2aaA?3B0O7(sOs#9sV z*sX+?GSgPmF}ZTa3-xt8^PWyI$E0N38--z#?j>i^nI0>ltC}N420yG+cX!h-fm)X1 ztxYjjR`n}o+Me0vhBe|tQ9{LXbrVMT{3=mpIjx?aE_>me5i~f0eLHu(R=t<30A@9b zKH1M+Rg|-p-$ehezrVDFkcE2Kmoe*zYYoL%(~&TLOJuDs&;z^+==WvUvz4|^?IboV z7U9FoMha^1rhzA#nmo9=J^f0f2n5S%+Gb8xtbGblNM5g~V+I_|T4+aE=WdYZt##q;jjsH;uv+oouIr8#87)#qlRxyn(^h-UL+jq` z-uPvVwb$Hu?~&a+*>8>AM3O(ICtmKJ-aRh6wqUk(LimSQuh;}(x!&F|jI^pk%0`cM z-Zo9%5y%Lw`v1>a!2bdNJ}@8yJp&utrx9fQXL!p!0{%~x_GLhJNy4K3-}>Q0iPQELzDtOHTs7r1$=7s4^ayE)aW0g6!59hKSU|uQ=@-~QoyH1 z{}82sPmTT|N&%l5{X>)jJ~jG>Ct{i6@yQ=@t{i6@yQ=@cjl%R;x4Z(S6HkoG>q^C@fHBSIAa zb=vLtkvQ{x_xgQqbSV4%fkpCy^ZoeczWeR9x_j&&)P8$^yIp^IdtU#yweB7F9k=@- z`tP;wD{}AE<#YE&llN6K^!ptC`x4&uHr;!*Zv5G`syC+h!z}L}6kx3@B6^v}1Q);i z{qmLeY2p3l-vIvD`_owW>u$8y<9+wbdH2h&ecAV?Wbex{@7J+^m)S2@#iDn=ydT;2 z*S(*{-miFH-gsX!>8_i*H=o?sYocFTc~oe<7c}44-Y?h|z0a{5YI(-inWPSr-!I{& z@L#WZU#}*;9{0On#&qB6ug~AFUJi9%uIRcuH9AD!9#-G_oS(m7R%OgAzrP>7+u}GZSN9WUyJ|1l$1N>(-jZIM3K&PK9Pa}5T#yt??JkK0-D&~ks z-S*>nR@Qd89_#NbE@`Fst?*wx1}}tfnF^OC@7^moyWg~>*Oi}5%C0?xUMtL$yN)|v zF~}x5iGB6)fchwV!$f8%) z#{d!CIS}ubDYu#KncQE=6BwyEh=(D0+8;Y4!q2m*%VL4tjYK*)K4+jMCcaq^o_je( z4f-HJXB=%i9#gu?C1Q<=A8Y02$_#deS+2b6Da`m{gIt^kf3M(-pr`+B%2r}koq5Sd z=Dcp<)p(?4sz$0@o-W`2RxkQe@vijaTDMqr1UYj7(C3h}aiw2y=LsPPTrQ(aUM-)rg@%IJCG`ypw_d4tK2T1 zjTm;!8s!Wyfcx1iJKBW<#~B(?*VNliMe^+noTnk?oSY{Wf3iC7q7MFA*ThZ&QwWbv z589mGR-3&SC)e>hz4z*OJcOyxRQlEFmrutBx!R9CZc+*1&kSuQ*Q4?kTTJm7Ot>pAkJE@+&wo9s=Ls6LV?~^et*GkT@90fb zih^bpzcuI0vkx9I=goH%cFk-C*xTYQ;L9K3EVnl-eE%IMt!&6p;m-BO?sr|ak1w_- zBjqi=KdfUyl@aOIq!WLj#$e)@lam&m@2SJWVl@@(xt!_BAu>KqvcH9#?^JZ=!8U4C zffZ+qFdpqHgL-^xU)%xYXWV{>NXM7Huuamg<@sBZU@uFuQk^jQcI=-$QIN_tKi&G$ zv0H0?*Q$|MzXVLRg={hhz38;h+Vw(JKkr)@X971-L^S4ZZZV%@Y8G`sSc}PkSSZLF z!m~Z6nO4VAt`0SIS!l|17K>tBiBLQ`3%bUaYFKlb zyoO<1R!Q$N_l)YV$#B(MN-(fanju}hg(q8ylh%s5j0Jv8WKRUP0e-B>&n4ojHLahA z00|Hi3>$sJO2)6ThU&^sbrKdZcY@Ay=X9f5=_eH@foaN=C?gDxjGD(4{aAVPQ(7jw z^Pa+o7|jUH)h67r9Sn8u8)7i)b5K-~0G zTHO6ThC982QihY6FuuCba{?OlWi&DcMHvgh9^ZT1lwIpM-o-Qk0lCh94{=<-loO+w zwHhR6M)Rx)kLH}XKqwKyRJdbMqMP<*^T1FW2MaeB2pNw!XE|5anazu3&276%PGs8N zJgPD75$T{@u%<3BdeJ^thavZ32qud2&<@U+^(wZfIs^4Z+o;OoDH2ft2(( zth@EirSHU`1AcV%4{qo3R{ z39!bS^8nSYqcl-FU({Jevt8+`Y)Nl13>QZLV-#D?Ln%iQ?n%A-drbJJc0YlCgZVO$CFr&KS zZLLOAtD-b2hMu`B6uoW%@W7ghgd0pDKBonRRASc{;MX$)p{;<*y>g&Ns>uW9g#F%~mM2`fr*I$ZARt^N ztyMKMktsEW>s)xqG~UGPrTHxc=y4#IH0pI}QM>?6xl6r6 zX97R1Z_VESf+?Dg+t)FgDRtFLwV80u69U{U=nUZC?27J18W_WMbb3K-b>J2X2jDIz zDMK1}+J?BBcfFWh^+nHcxw})QG^)k!&t5#Fu6Q|Q;CUM7W~$Z=6!(=KjraW9UdVDN z#3|wb`()nO+;&d=fjyX=DnO4~B9lfHU^Ks=%$OdeLLOI1KF(m=(GI*uar5sp8(A*P zEU}tJW(6Q4>nY&U@OSV!N8bOYl+i%8S69qzH>Qa*_`>`sfW~Qh&5kL7e!{Sm!G54V z2@k{MxpvjUOCyx{I`PPHXP-!EZ|Mmw)3y;Yk8*}pxvLv?(bLY#=6%Or16U+uj|1JikS9V+npVsR8N zw*Wu*m+fSexOqviGV1jQIrXPCr(=xA_9PqM*z>H@-#V^q5nWySv zy_i*!O#!Gwsn(MDnaLv-6nD*SNeY}pXY#NbiA*EQ`~^&Lo_|q^rj&8B{e5Gu_!4TR zfos%G4y~PUNph;;s@xjE^;?$t28}l^bM+P+d7FYkh-E_5oT7DSw3BTIDi%ub|2}{z zKYG_MVJ+h1E3eO%>EOwW&epgUD;Z0&OHhCzPz`nNaqWT7<{ChqV!$sS4DD%*ed%F0 zvAn+4W*Pc!{l@MZCNn>H8J^iMJnOt)qfM33|CnZWN%p>>`_}!+NwfXZY_enx@(L}B zT*LFGX7DXjmxI~kEUlbKWq=HC`l<_Xd7)NdUBBg^O~ou72o}{8UFhSrU@iK`)@2eh z#Y}se!M;)2%~5~+xSzTKp7Eo`nZ$pUWg4M}t*znpI+d^b6=MQ22gSqit) z$rQBp7|FODGdv$YNmS2BA^z(Uf$U}T*GOBHvM1WhFn#fMLdEGt)Ue(4l>*ff;r%a4 zkhpslr(jlep}O;M6eE#Y*oli3o7G}8gR@~j4e_%wZVF#h^Osv?`Eo}??b;x*mQ!vL ztSBDB^lglriaYyg^g3-vT$7=WZe@bdxz%lDu~ZbEYsN^!pFf~HbatuZ3@6f|BV*Nn zN@uKhpBY*e=lud3!B3JXXj`5^&9Ec`-B33XZ*(~!Ny*{uX9Wb$4-4lR=&#{uE`$g4++J<4 zXM6h7R)oeTK=pzD%s&>abrru9d(2`G!W5c^^0X5Ptvy+J02{BWG~=eUJj1OM=~7&X zd>fVn@i3z+4L(Vs9nf9OUeAi$-=vGRPRTf^G*_*-v5$&4tbkPQVCRr=s{YD#bU`r- zUCiXT!E+Po^@8w)`kr1>*X!kh1M~feZqglY=9dZ1Vz1E=mzIgsUh>XKhC95X15U%Q zxD$)FmxW)9Ghg<5?s;Gij(P6YReP&b+U&8s+sj@XpBuV2%}%R3XFF#X+}}5wUmvTz zFPAp}J<>wIEF!t>MX$;jd3EiB4^lvcHTGRlW%dm@Z`6HnG6a7dfN&afdh14k>NvEQ zZnx@U@=(^v6S4VEjy$o~@etkm%ezwZ8yZER)NNZLa&Ma!+j_6aVS@YHT2ZgOmV`yv ztA{J9`tTQs*u=H3@8XOa)-5#-$=67M*6gin<17rG0Zscv%n8oO>>ZBeQtvrg^#X|0 z@8*do8lZjZanlW`NlouC%5aoqXhp30?XT3XBY%s9VRZQ7tJE%i z#BTB{;(s6T9S(@%)BEi(XjYE{Oc;Z<;Q>jVnLjLl6PKN${yoPZMRx@P9iD9nzO%?T zX}CI#KAfD5eKj2!ru`fEhqg}NMr2b;%tHoN46=?1wT>mmwYc*Ju-~>r-Al4`tf)JZ zj~~WfTu{KudQz$(}!(KVMzTSpQBJU*G1d$zuiv5V`0}YD~4mD43m;GMShR?3Qog zL=f%EIjN~Y_nVJ#0jvbnD&p6t9St7aWFkn8J4V+k!7nrnQuTP8h6JDu90r4Fji+^EXXu(uaZG5jlTVK%X%`VDC!(wJX9(8ZmN&4raH4C?2&Ew@lnXbA z>_L!C-sZf7orhuI*k#&2$#nQCTb{FmTvN# zutQ--rEJ06+H{igS0m*LwHg&z(ZHll)nN}X{V^V*blX&AUyRdO=`udL?x=G=&9O^2 z8PdoXqMGjHyNuP+HlUWaJP1<=byH>$WLMR$DRFD<4vmLHoq;^gla<+wn?)41iaxk@ zJg20c&k>Fv$hR8mcKQ0@rY2s_mi~wiyFmwARVE0s zIx5xk;|vHkiC)I+;C4e4g<YI7qhlwE zHyT&LXi!He(CoyXdwRNWw9Nc zldnZvk+}E-!6ByHd4`slzXXgkVl~^JgUjYGOwX38D%8W{9cl0;_=tDeNY8<&V_8-r z34gMSTwuuz?MpDU)|>25SwZne2xuw=NgiR@4(6@K=$kI^TnOd~SN9O=;I#xquWkU1 zJ-CBL;u6i@9ON9*W33s5-LSG@l%I5i#&rxORulCg}O!&5h%lsoUXSt3QnYzk_Hl)+;J+fN2l;arPFa=0F|8=YA839rm>)`r%_v%}Cu@ z+a%gumo6u<7)NLig8c>Me7D^)?lhHmWD4xt`nAUZ0M3!uM|07+_a1wVpTI>$M!Jht zm;fWh_&ND$uWbbbW!E}UFLs>u$ZtA#Lr4!M|J~7uZ|6}Fyn>d)_m~53+9E%T zP0>7(b8VhvyGflA7GAz!hJ?I$4#G4_hK+bkU|g)$ool%ag7j29ywpWldI^yKyqd=b zrdxjB1E8xCVA$$K5za0>g~#Z#cWm@6&9aja|4poae!6m`^3mCV<>!>kkWaF8D4DES z&$?bSrhgl#g=;n<W%5?WjFBsjb)g%@B+*!7)Lj zVYrLKqjRNhb#VDM9jCe@=v0t`bkoA58%rjwi5uA}7$RywOsYzPH3*Skp!F@t3)B-n z=HG_%k*)R;Q82XtOI1xaoRxlxg^)A|86AjhWaymTzRKhyu{OftNVkNY=j?iefTZfW zE7!fU`E}EUC7N;=dZ#&>h=)>v=7Zfj$0Y(t7J(uIolSR9r5Gz9ssao`_nRUg7UNUU@Z6&NGq_i$?-6 zFX{{P=>kfWOeYx$Vv839QEn75PyhAoU0I#%fZ}rS8>l>kqzvZ*OJ~Ft=#9Q>C@hxS zD?8c~F3*>nn}nC2ynznkOr+I3!f(?6$nOVol$Hq*Z$&{8X;y?)Q<}Ni?d2IXxGtHsQlC7Me z#bo1)`AbX94g^#lm!&YE@QRh!s}LcM(dm?U36WriB09&?vJo?{Hf)}cB?aa;WA$YJ zS0OK<1H*rB{hQj2^C?E4Ri^2}$$Wqg;{F>FaETFf!uY`zqQM4@>5 zQ)z0|r`8aWLrm(C;VQ!pBe)RNZBY`=G%`)9wa@ry#@f-WmUZ_2+3q9&7>m>o>)N4T zx5{hHF{h<&ft;2Q$4v?dPpcDLa*fi-DS{^KR{r}>sP1sXN(OWw#y15|KhVJ9*J|a$ zPnDE@?+$Hq@#G>xz1$0H#zcW80Vl5g=N0i<=4>81#C{L~l}by=DIPHZ{7Bsdq{w%q z!kO~=lxfiL=7+i_#c)~8k+wX*AE()Ew-R}tYG89K2e?-+WdFinVQ|buF8ZK_AE@SZ z;8kBP(uWn?rxZw#NS2*w!;VCX?>rf2w86h7Oex?lSHg#$Bo=JPyv`e)D-Kfj_Ms=2~PB}ct9PW<_DFp>mpAkLL zoFJX(|G3-hBef^Ng}u3Z8y+3;IrAbC6T%))vVR(t|MP4TlCZwLZ z%CC~_ym8%_jJ$iR$Lx0;M9_^$JlDrFS=={sw>OI*dD(K31gcwwcV<6`>9r(Xm6wQ* zL!Gm7eMd6zLZe9u_#`lj+>`HTxB82e7SU)56_FIBKeYN6C*;_X zdFH18*jGnfn38umHR~ygKlbC$VK_L6sQIn8^i2hcOQGlRe#T+~qb%2Q#aIk|*o%Z& z)sZqI8*XQf_`pEZw>8~q5L6*dwtBu*=f?2=IiS`jnt(D(kRi}~5h(A&K^6)z(gULr zV|$vtZYX3AXZsE2z{vdqU`Gy-ai}Cz$QS9Poim5`^d3=>48R2uA}9wf9el@Ukoi8< zkp>IZvhGCFn7NMy)pEbD0lZ~AD=+@5AKKW-B+N_%T?YxTiCZ8)jzUc|~cj+Z(dozbFtM#%VbFh0~UT_JH=^ zR~X9Fg)bonxWpF3AWjc*rVteGwwMF~8Vg&E!asiNP-Z3K47~cBsbtw|c!PJ)&MSi~ zqm=Se5Cv7~f~;>jys~E0F@Q2{@QQ<(LsGJC3f9Ut@2noUc0FYz81F&rVV39Fh^P+BUj8B#H`j2BGSAR{?bWi zaXmv#y!w7(aD+S1n*2Ro7_lNEcjt(hQU{17tj9IF=9cy8m&aIJ7pCm0xtOt8hqDn4 zFTtp$3dv{NwO`)6ogQvnWmEXBhT;-kT5u48EW^{GV1~Priwp~Q0YF0(G%pQDFvsCO zyWs|G2kq;#O}KHYJp!m~aKa=!1f8x1EF+-?{m6~-pQ32T#XIU%BMnMer{;1*1OW-_ zEff)<9V}z(Lr4x*z%?}Dno6HhmF7!E(N>H}1wlo!Oek2#?ru0LwiEOf7zzb$H4zm$ zq)MP8RALrz@SP?&&SRR^H2TyU1lJ$R=e8AU@iqopZrm!5xLwt8ooBF`2+hPEpZkyo zF`>+mTz4}+rXXwrL7rH-sBv|d!H5lcQX4%hn|;*cQ)3}43J@3vFiH}j^N7RNoX79w zlc?7Ek59^34+kK$&_*fb{jY@jy+RO3BKKH2C*G6-nxGXKDKBGN=ULH4;_uaceN z0EiYs-%iUCZy<9-aOsOs@^7$&$?NR}1Imq94eV3>2fM;O3Kc16heGy*t$=EkvRklc zG<=N1#zzl^Nu@9AZk=yfsWJEhfR#Q`bBN;UEltOzGm7NM&Dkw6IC!dx<|>HW$n*9Riw6 zksPjIt_V$X#ZHBWqz5p=M~se?85ill`}iRPpDV8}$eE3%$>Yecy}TC?atVkS?ev9) zy*dr^{TR;FPBL8bQ-OwCnPH0wdHyk=K7$BbV&af|U-Ah=g1y8TzVpGN@6$hQ>&FF( zTjRe{@RjgS3)Ivri8ih1fxDCbMogZ;q#R44GK`tP96ra?VXXs+L=1}$5*mQo|AIvK zi_&-GcTd+hHq_X*r0{lNMj4i7eC?dLSVoH*Y3B}Lm!l;burK1Qanq{%hpg)@>vjLW zLoW;8t$6Q-GUEH5bIP9$axsa}eK>iDC_=$bx97j8^Ura@b6jjxYO+h>Fl;YK!yc4u zIYilR6f{i>JpQY6#ep^_5w_8zK8;!-w0-vbW9AGLX|Y!N)wutr;A$!;9NGj~=?8B# zXQ8b&Buq7IBwMxK!r|0YU|c)Eqe~QUf!K5l6AO|Sj~+|Mg2o|KB|)gs>(Uzza8MMC zxf!(nf?dy@Tp0+0ln_@cf~P>b?`eqYMtCAtpZe6~N^1#V>y&XtvzEIVseCnj{C?_FH>>@zkOn z^bWP|3>BZH#=`Mh;hlKy!90x;=&{kkJHvTs%2ROkue81C}reF{2@CFT?@t0p- z!mciGEC+394#TM4#_a2-Xj`YZhW_`S!s7P&=HSkj_@I^$!N^wmH^78y1ZvEkIa6;8 zEV6=>CWpfXX??^oze5&ZWRo=yMaW$_f&v;j$$B-to!b0jJI~QOnZtUJQ+KU`Xw9!e z8@7c99;&5S{p9A~35wW#Dj8LZNZsTRIC(AFF*n_BS&*kqE$jD@zV@L5zd_E)?alPN zZ_H7>DHtJ0!XR6~^(&C$F(~7ZUI3`x*Mb$2?^czJpcE7hP~EaYp?xb zf4mOI@!JL3FpCU*7)t{&8O~5DJ1w(tdy^tlrSWmR_O^a!Fvk&fbw-3j4vX9Od$C%)Bz2U< zSOyNheLemFBy6IHwsBSVaI9pX zQYA@!`zZQtl>uYecbx`b=)EG4Jl`e5`IEjV(Zt{d#=JF zAJrKB0*AK1YSW^IB%QhJDL#lDzYMn(Z$t5fJ@ZfPkG)tJUz$zC%ydX)wC6KOKYhhi z8^b+g7WAcIYD9TFQ<{Nwo{A&n>kX+MkgY6tOJ2lQ+m(LkXD>5qDG1Pa82d@1K4&S( zoKg074yq?LZ?ZrPr7`99``*XsI_NT1mZGVIo@PYo8`IIyHWF#Uu_!utI6)Z2dUH(d z94&2yG6^H}k=nIq#O1)lK(P_MP9BTGE=_jHyAKBulr&I$9!(A>{A63Y6!Q*N_&ZvN zF?*DUwKYRJ<-&u=>oXNO=v%7qLnEUw;9(5BHO3N}pnhqSlqD9gJzOtNB3ih7KqzsL zu(yyR%_!Hz_B;tD{ox2_e27>!jPGv{EvHknv1EuP#eRDyT`0k!q(EjzWGPA0;p?}=YfWo(h+nu~YSW$uOVVPOA#!e+^SSpxN>8ds z6fJ{6R=jOR#hem4X$4ZU_bKGKM=PyPB~UmXm9>0n89#9BCk(Mr^`uJ<$A!6VyIE$Y zhIvGX(>k-cf&7T35mnxxyVYNY4>%%i1yv+P8X9GqU5>-}MJQQ>40G`ldVa*zyY}(+ zB;nLb;j%<}c2V}cq%UsX@3U?u{nf@dt34Z!as;JKRvNIwJKgf|a08x{W2P(L=F99h zp!aZp4|K7`$;t~_5l@AUld;HgGtQ*tY#q{n9J zZa-jLL$F8Uc`e2&tqz)Z|4OqXyjgjx6c+ebkijM#^XFF^imap5XjOc2Nunfa(!r5= zo^R4uFrvXe9w!8{}$w30|wTGh%aKR;_ZCZs1^;FaR` zXx70i2JU|~^Y^>8d72QXzNUW)TPcc#a;oTIJN2Sd1gryr)J)9MtRu|;2?xu?l*c>N zby*}{i7z|g<9$laSy$%*fCuYOBEU$e$>K>EVT5vuMp53%u)}O$OXHe4bCv}oKa>I;?1#k1UKEPa)2w0_idi`Cx<>`nIq$q2qec+=)o{mBiL1Bug1mVpLj14*39dU4ek z@Qb`Uf#ghg9}D~%zlZSK8bWVCoQTs&lijSc;JkESH*8vak5u8ezI%Qel%%L>R2A@8 zkSqEms4gD--L=FBYV|phI$@bIDq2HD=V^yi= zE_g|}TjU~}5Fz~&UVW&2SBX;D;Jb&laL8k!)hE#7>~m9NqV&Noiz8!Ko@Y~=nC;6@ zd^leZJER))fbJGCLwYsDk2thU9!#8pz|{sz75G5Nql>Ke?gW zq*Fg%i!RPdAA{y+Nh@N?u0Al85Cx)y>#N8}* zVff+dGNXbhlhVUqUn*UCDWK4*4^0m{rNZDK0y$(w>XC=khfKD~B#tGHapYp!74X%U zXBBVfpW5GE(8x}eH@o8Im(J}^Y|8nC9RB={;(0;r0@H?Iu<+I36U_FvIJ5CZoU&Qs zejQ`h5DZg(K34|gVj1)w6_gR`|1wGXpRw(s#3xdT!-rDL&!!bv1=LlcB;?$_qc|L5 z1bu?Kl1pGH%GJ#zmx*b3;|N6<3!3tW%ON)VSWjSS}32tVR1&+W@clc~Sd^ zJrhN%5BY$H^QUiA>e1b`csaH3UP@&+;VUNt7BUZGPq8AJmeXiI8lw(OY+`Bm0v~;w zI`Gvv>GyD*C7m_%;nQ^}>a>o__`*Lci?iQ`;O>|V@H3|HAG!!J+w$8Jn(;-f1$l&f zc?-$(qx~?Ojj3PG2|`YtV=3G&Bv@*+o@Y%E{#Z#ml2663OCc2>G`>C|AiwPwC18m5 zB%bHPf@7-}R+Z@YUaE$qQR)XYXGoS*HpC&c8drGF8|QO=n--xD25S;f=$d`hZJ9@*N%LcTm3ZZe@^8-mlyfm96WiCQ?05 zxb#ix)!#NBzFB!xFuU7j3n7bn1ZpjAlgsT_>N0Lw57Us$8saD^#bpw66JeqlW8Wj>Ax^-TiCTo`|ym!R=!eaunU?&oovvVZ3 z*T&r3%99WjrQEb%PlyNEIT)O7@L}0W;6mfXed6olrm!`8FiU}7!phXP8H7&qw5bB5 z*p260n(rv3BL1PEa)|5R2qH`Pvf$8*LDR@h^I61ghYy||D$gZz8SyGsTktW|((?ST z4U_&TBiJgs03?LIJLh=f@&$LNQ3|4dcL_A8KgUa(zU#E2H9uSq*j@VlV;NI2gP(V9 z8(3OxV%f2YN6iZVQv3~!oteUPyO2&e*k`|vlks#UiC^JT!f8d5<&9EK>C~pbJ#rs< zsD7GV;>Nd1bkb}%uRw{8Q$VMyaafM)aJwQ1H*P8-&f3?j&*hAw8FtrHF&ndQPMW-0 zEpbsLr*^Po+WACTyE3Cz^Uu<-Z&GkG&^vqo$ZI^BAmWT{(-I2BNIOX6Telk4wh5Uk zd}?5bUNJfAk_Q|7M*A@S={sm4BmF5wHyQjL<~%+>#du4px%;QuVjPDCk>vvEyq~KH zWnM3TMES6N98P6K4C-rH7%8zxk()&1ty1%8eh0HgK8~A zC-~5Keduebm!N~7YkjV`%0ApefQfSG1?5h7oMFF#FNYhXLD`Wkr|2X2wDe=*GurVx zL2AWwj&sM7SWZR?SS=`By>XWKOVlf_cgpgtgz8Uivb?|M>uEl)3kdHL3?H6g;Rqw~ z6}mwqib_dlLXuuyxBet-6e$yR=}f|zQ~$BqR`yhAdOYm}uh%0AD`XqnUL=|;H5BH~ zVzm}89(%)hPR*56iY*N7-wvgCbI>FRF*z4htFV4ly1{)J~|1i zCKsN$tttm`6|M54f4{nl4c_)oJ&Q?vIqaGkHks@&GyVnlh^sTBhL#awen_nUM;$2w zQGa#W4R21=nV^o~v#yn-+`Q~NY_b6f7z*4MGat=;mrmALNP;}Jq8_;xaZl$Z$NjC6 zJt#d+xusv<)bY6yoCv)z zy4pjW#foyLo(J}9Ks46N2ga$)S2atuCV=N986{59sE96$G8)C>sB&M7NlF1`u{9_+ z%|I2Fu_2(U2d(nEkMmTW=%^*DnutcP)-F1o=_d|mHEQwJ=_b@FpF~*mrX#(GVNWW$ zQ0V@^a>}*VVm4#-;Is@sllgAhSSTFzPZ3L#4#~pErB)Jgiy!?&xnDGNXlCbm>K6|> zD?0?+$xSoXG+RAchG~*&_^56l`*04-)+Zy%m>&P^WKV-7JAf z9#5gEp-7d%IAv5Jirp{!9~(R)np|#rnG8=Fm?S0rbdHi=s1*zyo7a=05p6a<_U9$D zsGFlntrOYpG}MDRf>K^RW|J|ABZbdeI=_hVMl}~KXmx)WNN4o5Q6l2_F?QB?}J5`A-&LiwDt(fSe z7F<^+^v62QzB*vONHrA6Lzl|o5MMm|NZ_(@)#R32Em+(>n)Z-)zxJv68*Ij-E=HSz zl#+@@pnYkI9Cv&ah15jX&uGaCpRLTZJXlSk6Kxus7kUWcx5@MPf;k`O^({L5AQMs; z*%e8w%*5)X2Rc&^#7s|1x9w%NMW|+jyB=;a(&)TT1deqm^5LgTQxrV7gq148?C-U> zqRrKs7Ufk+&E{v$17u@~d3)cKNQVeT-femInGl%24GQ~ zQsxe38p-6Mn@>y$QJsimGP+iJoxx>eET$!(Rx3zzf<@7DEN(%4!94ug)+jH4*Vs->Iucx@ z+cHr&nB`?5uI}Nf%T zJN=#N!(J-46#|aSXxa#E#a!n%veGT6H7=t(r1^g*-lajvY|T}itNmROdoFTKNHr|R za97$aw6ML&pbYBTOb}l6_>?=7;cG6+^aUQPl%!iv-hLt?EzN`vYK(wDhfZaSN-!*| z$xND5>}(N{E_=Hp3^6gu2g3|=K#j-3hG~dV%n*sdCtak=JJY8;346d{XOGjF_lvcn z8n)PSsRf2QgjUwP@-A;=$uYFrpv9c4_GE6`+w~odb;%~ORhOP_W2}Ad9$zE#P&(B96BtE$NP_K(*5FF1vci zBEV4wep+0+t*YiPCIw-U(CFJnB5tZAJt*_uic+#~1&=L%5m(dONgm;*-cfNp4V+od zcZDQ6568?OS1^gwhLM|R9CGCm3n}kcNiPhNOy=@dm03J|&b-iP{iw>+FuAcadg{|T zhG`%0t)Miwf|_U9siI~Kk_!hlKY4Hu^0QZv%RKTo=5j*_0Tfo~`7JMqX;T-rk&bD! zuOT#FXs7XYxN-PYv*O*B%>@%gNT;J2)Hrdn)!}q=SzqvYl79!yg!dRbH8mm}7@Q`Z zI>|pb#Z-G5*3A+`X%3sru7+oFiYx&R@mjKRuqf6!xqgh#~?Xzx}U1Zk)KPs<>eAtp#f~ zAq(@Lzx&^Ql#;EU=h%PX1enon!mPIlZPUDED|eC@x+C^`*CO5m+!P)_UZ-QP^oTI>&r(ykvVn+V*cyvW2AI6 zJE_&=3pR)ea;f*ov$H^{Uw7!Zsr!Zv-?O-|h=%`F=8CRfER^Cir#;L5cT}!jMYqfk z6jEaZ8y3_olx7)5Qpad%Z|he1<@xoKVXMk9goG0yE{CSq?@^E*G@PlhkXk5srDGFMuEIr+%{Y*jJ&qL z9Oc91vWb?2p_CqKTd#!A#GDV-dU&gBH|!3p?c38Sg|641w|(I-edePfJT4*uJruBI zC}%WqZ+9-d(T3S|uTn(ELb1FjJ4en9B}YeAQQpw<)Z{WV>a#i-3X3D(DOg{+8c>Hp z*Ep|XHKMIvi2rFKwAX2lj)XW=>JeTqydz1&hbF`m>&UlKx*s#e`bsvNF5i1~9`ik) z74;0;I1Y>+2D0)qJ=2C|-I4GruRr2qbA_j#^D&hRsTe=kB8}@H10iChkCQt3;T7_) zGIjyj!KQB*_PiT9I{Q7y)D0PIkp4f_#PeYkkYW8*M^`6itr?R7!|E8aFvP(;wP{qiH+ z8h>JBtd+pcf%5v*(26sKAJiKrFIC6qm_+=b&1=HOs}ap;&#%ibIoH_Nlvou>%4GM@ zZxyH<8j4!aD)`cnToF&D%xxc%Bd+FRlEPPyk&C3fw!`4Jbt@|Mha*NVU7SXvg1Fp6 zy49wT9P)?c8x`-cFJ5QA{~mW68^yo3mp5XB7Y=}Bw9NHl(lYJrgmXN2`dlo|`U1uA zSR?J-_@VAgh@zjv#oeQp0TRn_d18ZRjBwdXqM(Nnw=9)q6e?u7jT)SF_n05NduNCm z)ou)KP39P4pL_Bg7rrdTc)WWJ+_EL%VWhHJIdEJ}!a7GvbAKb8mfqQ?IMU*{=2 zdh@=jBlee--R3vS9HksvBqx$}Z9Kj6AcBfj#8l3(Occl%qhIx5$nyumyrToBlw#l0 zFr-)Eq3~t7>8!QxQ$uIO>bmc$%?@N(6MlHW{4 z{Xyfs-52iC4SwT;x{q$j>MLl(aUbzaEaU?T-7xXl22Ly=XOHuvUW80_=bhLdy&qCw zsp_1~ipP4@w~?gKXmnyIG?eYNTG3WnlH7UyVv;x5=oE=2I-55(WiVJjR<6W)yBn?5 z--XGLp6rZAPbE!M(h{xCi8nGSX$|V`=#zZUH&|}rQL>(q7dhw0%R(?TSvGAX_oNrW zPkUz?*<$mX8q+G$(QQ0_m4>YQbKbM!qpxLE1%20IR`ThYyXJEYUoAD-pQGtO!t>ad zJ{K{Jj^3Xc0)?c?j@2gAoYn7%C6a3dWQCR_I`nOpmGT}mEmR*v)e_8LivnAq;#R$7 zqDm8~;P@T-9|~#}e!wD+^R%~O z!+)X7I9*{y!CT-1&sBDfgT-8BCfmJHx4y?}(a>RwzC3pnR~sq8H$O9|HXp3v6fHUG z+r1yp(n@Q(*LoHBa<}MLq)sfVmOXd)4tfY-?`4qOo38baDDY@0Tu?;TDVAEl6wQF? z?gQLiAk>;eXynO90;S$HAd zqSNek$mC-1ISgLxROI?$qE>gJ^*=r4(OF@Eolb**&rj*%A7<)jyb=O)sSHvcsM+ie zR5xB|>AvKR~SoMK6*#dKQ?b-C`$7A|F z?pWHUf~zG)EY`;4SIKFL{KHJAce?(Uz&|17IOn8U-V;%J1m+q9n_KxfT0eVwXnZW7 z*rndE#XiD&%cxXD&uH2$%v{-cR9fh}@v^L3UOHg@D@U0r zAtOi67}}rGH01A_hiE-E`tc|MU3B@i3nKUVZ%J3c%iAL8sSp#C!Fjai^$ck?SpKzL z`Q;XL=lD0Zhg7qXpZ-X9ito9PZL{g?v$*{2`=GmrzOsLKN)=eeS7*~#30a#t=n!2y zgRh(LrLqfRJ>LlMLtHf33~5Y0>T)^iQlG|!0-ch z`&U&n(d2W-KL3n=R(+}(2D-Q$s?|6twCnzS-aoyakvrwFf>GK1(Y6^(u(WP>jvxu* zMPzv==BeW$Cs9UwR@Z->VNP-KjJev>I6=naQAWqT+k$eLCfX%~BMds1Cq{QOcZP^? zcuNFbMtWbtY&^VO+8@R=a7H}tmq9Z&Ru3zdsA<4X|3=e^iy6OVvdanXZ@OQURN|!# z#%~#t&QFsspKf=KkE<*Keb#q9ijFiY(;c{dCYtig?D|S=$@nrbh)ymQ*z@QbDT|Dd z+ozdjwemJ_>{Fgri+6Lix=zxnz2Y`!U@poJ@;YGV>+ax`yTaT*iIT1CmUNws)7Nfx zIB3Cr)S1hLp^L?@#=Wo?ho+5s!0oo&?|89#U&mdj{p;3~QFMU4=cxO@^g;qlW3D(r z?4J9)|6W-%-}-`X=%dbQ0kOtaAc5!wl_|=T%=rY+^Vget- z-DN1E;26}=Z1D|ghlAc2bJg-<2R;>Rb}d1WR#a@I%o13^rp~#JCOO8tL*2Y=+@Z@5uY4Rr+`8x zqJiY#U(>ZnH;2!cayL$hcEey|i`VP>rPfyywqO4HLow+lyg<0>Mm&L3XXc?sO~XXk zIx~hd^N+-!z2N9WVwto}5q9i;ceVt>w{V}MLU|?A9L@XhxHZ}=MIsR@HQ2v1c>DFQ zvdMJAyJZr7L96{-OYq1&+gzcnyqNGCeH)5N?POZa(14bfsMeQ%=kF2u?2k`oJjOtZtvO_ zA9`YSXb*9I(oi{jv@vU9osq9*m)jB@QEPN(EZwor@&6jS{?@qs#vniE3U|JFZGc2d zw;E!3J2Tj{*B_E*R`UpEoFYpTg`#R25#OV$`bl0nw$0&7{4ZR4T@ISzspRvWE4_K6 z%2I)LZvW{+!O&`c%*NyZ%W?QI8D!X^UgX&OIL|OlOz6C;+ENX%FzHg6e3k&j{409R z?95Zzj7J782HD}?BFBY_R&a;z&O}-Q(^A4&y5sMO$irrvf}Plp5AR*!RB0@N1$sqF z#`?TRu>|&ebc?5OvF7v7zpk^1J)?#|d=M1ehDvjktZFH9S-)5@Pc@7j;U$yR`#2cJ zl`*oiaHvZBz7~FR+(SIM?$cIJtkV$uY!9Tdc=V-@MC*Zz(0pmY9U|)*;y76bfFIuoqfi?8R}#?t&E9 zP`>ygQ)L}eEbJhDhsfT>MdY||Go<@hgAng%LFPHByRu&SxszMLxy0z(i2}9LZU;`F zb^WwtW|F>T>)#S$xG}la&Ic*k7MiS5k1I!<%6KBj>>S^%TxjFUBVLN{h||Mi&2neR zhoSc@cbNfUUp|Q^#>cYIymbhTws7k*X~xruD>tY%`7WqflxkugV4D{~HcH8pE47eQ z;&_gLq_McrFTPT>B% zoe_(TPczV~cm#?sPzf{nEmI`Hw`BA#D{Z5S!>IZc^4L&(NojHMDLE2`=^|1zC@uQ@ zi!QCIU-~5P@-h#=Yw8OSQ+34uOtc!3DZTSM<)$615aRX`uCD6Ql7Gu+aAo>E^7%#%`9LOt8*H_54S4-xb&0*2vkRBpmpi%DSRd9P?D#<{|QcOl3&-ZKAB{k#0iv=s#FWBEL_w#grR*9@(c7HHrH* z$6~le8(C;CWRCc>AuLB{B~P=9TxQGcGX+!?hWx|PE>p-ufV6vOyCb0(Kb2=lfO zC*k+|aWa5hV%GE}`qm)*th;@P>7VqOI{Ak3ks?lR39P4N{ovLEfU~KH(F*bKeXn|KE;ggSH=+W z{i#(POf;xSxt|e^`#@ zx(2(ezSm3Z9?W&d)>>`qN+-OuJGN^gT0MnDzmW5oKHQW;UX>AkCxKd;=WS<|H&7}B#j6RiUOQ}lI2%4hHHUuaAtBMI4`RuU_urSNq^=(c zLPjggd^pQ`kZuxc61}{3e20$qF)(d!kMEwhavUwFQFy(ej}!640!gU&-|hOn2U~Ah zR)?{de`nh{nM`X)gk?-qv_pIauXIxO+Rf5uSB>3sMAu`;N80ajA(2FMv9yI~(V1xp zQy;4h1N4yD%cPs3Myt!p*^jfk*Ta@3pFF6vXfPXbNP>~W`+-a`-?=N(_rO3lk=apmdoZjUVNM9}&rlv{0R#0ffL8yFa zrwwta;W{nGAomoso3micA9U^1r@iMVD&%4!b!+yHhmvKD_`CqUw*9ogsO#J>{}`iy zG{CxCH6J)rZ^)Hds2OyY6|e zz0kUC8YF}am6l0*pgJI3MEP(~Ix4`kvW!lE5rgsD(aljsT#6UI&*#lP>gDfz38wMJ znG1IpLc!@loWv3ViYaGDG*k_avp^@b2=00c=ip9_CoEMmq=K|8mZ~JXuJcdJ#wpsj z(24RH30GF{Wj^Oa3w@%_>Ho2&F)U<3BUmEDU~7-ynJD zD#Cw=Q|%Irf4J1!&R1FJLL#U4+;-5Yo@QZHB&YAUlV%EpGePxIs2w{oDB9?%#T`ff z+&J5D?1KuSn9}NZOH0;4eZtZ>cN{--z$~l7{E-=ZL&M&Td3DP+6xJ0DE0@FM6eEsV z;3Pp)Y?V2hILg|(@l$7$o*#DkEmh-N@~bWes`2A&6$cNo>EP-$yK8~jk#{`23Mx7a zVnO85hr$(_ZFxV`q;9zwfVMd(y^oL?=WnhQw0F-6@9|ob;O-ukUfz>VJ7A5gnkB11 zQJvHpTZUA!lPxzmDbfeMX@Ss-<0MKZ=|?_Kb4k`NpTZ;P3o%_E;CF#Pd(k7aU)&A~ znJ*g#zEF069JKVwW3F%Of><`L&m~6%MafboA@+*g6SvAhQ*?5!$cqb7{iWsexjgN? zj-5Y#s_48=)1hHYq+x=+gok0Q+CsO3>l+AH*Bd0MqQj5#J}0TqO2^pZBNMkVnw0Lr zcKnb1^qx5hfoU$9nCP=Z@2C(tK15Db7YYYt8FIcG64%Hkx=h6D(8V>al~|B;5BUS} zj$ZGS=DnUaagwQ56KfHpVJnxl*bw56UL_72%0V;HdRf^^elvmC>L7*lh#kHSWKPY= zr*EGy^}`3Hj?PlIsTI0RZV2o*LoCfq#h8Q3s zX^NXCR%NM1MZS(pu;DIR;4Ig&5YHlbnEKn|r_FbHQE2n1&bu1lvjn@r)X^>)dI@`+~`b-XC4+9AmW>XJl zWF`H6>&VM#xlLUym8_cgq=Ts{9KI@5Pb2W>?+-6@NNiF(;Q93&&1HuO7N_-s~xd! z$;S*a-lNn$5uMC5k=LX6+rKwX1*<~!3`-W*kAl#}!|UbGg~C{RjFgK^mE7Td;|Bq{ zQfamslmt@Q4@Mgy$InflaoTx@%j003zKkSlxatl^!k~Vc64G-muYI=9XI_;p`3PWFrBN5*em=ASttz5AT_5-LkQ-^ywu>e!9ij zMLC0#a`yW8 zZ-EVp*4|nBC|!7ezMckF1?nUfnMP!p4zU`$ZJQ@};5~gjn5~)d&WC%VXSGjVae48C zXwQ7}>8G3GF=KW&@;}5Xkqn@{YLdnKs{4F8A6X!SRSWN5{5OpR))T9@ z9yip?qgh`p6lBF<_l}3MEUcR^!rT$Lj1s5XH+F-3`A!UbRChvH7>^muz zCT8~H6tGbMv~F1KsOYny!d^pB+D?@dahw;=?st4RLkyjE?>$_3c#M7%r@{eSH!0(L zLl(@4Sh%bOYqtn5DDma+Gt7FZ2h;E0nnGE)ji`@00(wP=@g)Vy6sN;6PdNGv3RacY zW#6MkyWmK*EIjPIEP4G!RpIJ|6}|PYn8f&6X{KQI#TY-<$^| zr%#0+Us|$|68{>xUK3GOzftVx47@1TvaW>L!OBRL@$a9vL7B$h+wCL}#-94CR}X9%U8S~-j%O~K35?RGKR2u_drG=e*Y?1KGU znYZkx`x<-izxI=96h^w`z{>ZBWtpkBSm2a)pyt6yxwz@84IR|KH<(9$_udoIpE!X0 z!Xhk&UT78KU)Xrc9+sNBq2A*cjX}W#9|)hhmCL~Yb6Fx8EhYLA=PRew$! zF~f9y^kR6n{bL&`3ePEgc#s{nKG^XZ34fv76&X#DYm;<|WJN62c6X}_-}o9}v8dRrTPHfjgJOrwYlS~V-e)DS#(uUkXzjj;J`L+%%`mMDaf74K}7hmXY|*V zZ_57-WSJs$?IjN})wdrwA0bg1^YM|59AX!1R^yrn{sLZ|DLLY>n2eLXJ~H1XOOayP zpPrD?HTB4j`{SVlDuQ}A@-6H1*+@gahtu9nmJ*R4TxB!O4XTYQ+fSCRgo7dc>b*Ep zLt$tlJ$J74MOo8-U72&TQVPfxrFOpdXiR7n65`{R*T;oVSu%=CF@I}u7rfs*s~uv? zAmUu4VbZ{7rd)qlq*jdhW4&8|{>1yl5#RCUskisAY40E+u}>YxpkrSK=(~ z)~BBskCJU7D<3_a>+v(-V4$%QMy_e-YBdNG`!;`TZE-hz8lSKcCO4XyW4B6jr?Aa* zcr-FlOD9)=&LUaavLfg~A*pGreU(m%?}aU{g>0SFi-R(gO(roCTb*!* z=1N-cHqO5N9Q?xh1>W+^s+7hu{&RTRxa(A*xux!13cxfD$PEW?Se3(@<1GVkLipPuFv zBR2O9%`^^1HWbc~399Pcvy`(mn}5<7VsXrThhXxNB3oaf*Nk?jbRJe#~o;{Y*evU{6zw3*G&(TKggP% zOb+D!l{+6)gMYlg@}`9g!>f zvYqsYIqukOF$a8ZL1Ryd&9=?;1J*jRQrz_smvT>Ch00GIvF~%dbefjmxkuyl-}~uN z+jmN+Vq>rIiiq71GSGc@SJ}MppJ@ zGA8aw#j%42ZWfN?zj5rZXhKke=*m83=O@{YRYn~$5^qW6Z9?L(b>F3JFF;?qYVU60 z=|)gI015w5+icv4-Sh6nHjq2CYKnv5{FtDTCyOQFDq`;Jhl5NEyT_Bb?x z_6L&8$zL8^RljUuq{qj(=kq=auC3)%=eTW_Bj#cKn~rfYR7+Qi?{42Am}OANgqdd= z6I(o%`EEOIKANEXEpetUS430qq{JzSOzVE zR(6#`|KkYbegy8L{~P!M?dCudd-3A6o_)%D%r9C8`ri7MsY2HuQje(AQ0C|QLg0yx zy{;(LhW`D$q!aji{2T(4V>H#NF&$jo`*&7UWbvibxFF^)y&aP^0)hnT?xo_T0sJMs zEjrC*wCMANqv%7ESE`?h8mYhEKf0eU@5%lh=`e_96HJGnX{o2&+?!~~c*z_S2o2DK~wpI--ROn{jSJad3%Zt%v*VF zcmx2DDY)|p03cIv>k$Azrr_Qq0Dw%v%|`$LnS#5I001%tw;uuL0Wt;m9{~Vl3T{9G z0LT>Ffdl}MDYyj*03cIv4-x=Crr;(d0Dw%vT}S``nF4J)|MS`b0LT>FhXeqSDYy{{ zI1-R4xDyEgAX9KF5&%G^;9evEfK0*7NB{ttg1eCb05S!)BLM(p3hqY&0LT>FkOTmb zDYzpE03cIvOA>G-AX9Kp5&%G^;HD%1fK0(%NdN$ug4>b+05S#lB>@0r3T{jS0LT>F znFIikDY!KW03cIvZxR4Nrr_oz;7CBG;O-; z0LT>Fq67etDY!=o03cIvlM(HAk+WE>8da4Z1; zWD3qD0D!J3IG6wcG6g3S@Nk}0LT;^PXGX!g7XOg zAX9Ka0RUtQPAC9?Ou-Qa0Fddci~{Wn0KlgY+7$qRPam`^005spXjcFLK7G)x004aY zpj`m~`1C=$0s!#ogLVZtIPjhV*AN82rw^!t0C-P9y8?h$rl5@Cc$HDWwE%%vrl5@C zc$HDW00OT}K^evIDx*NV0)SVhpp4>pl~JHw0l+I$P)2dQ$|%sT0N|A=D5E%DWfW*v z0PxBblu;b7G77XS0C;5z$|#Ok83o!E0K75MuBz(0Iy6z z8O8A`qd>a?fLErVjN*8eQJ`G`z$;TwMsd8#DA29|;FT#Tqc~n=6lhlf@X8dFQ5>%_ z3bZQ#cx4L8D2`Vd1=hOhFmN@hYQ0yYhb#_DwOKbziX4 zwrx+_wmEIvHl}Ucwr$(C``5NPZFk@PC->pIPxt90m7MI#PMuZRCwr~>0sh1Ee;&p7 zACLN-iRnKc^*^or0RLh7qm>`vKi~fUJc{W*9`!%1`~d%{Qa@Vx0sh1E zM=L+Tf2!1vR(^p0F#XZW5AdHV^`n&^;6F@%wDMEu|5K%YwDJS|hw1-3is?Td^*^or z0RP$3|9KSCe?01cTKNI~!}Nb1#q=MK`kz*Qfd4T4pGPtMUyu5K(indV$^Ulg|BYk( z0srs%|KB{uKas9h30uzrre=mX^m9cvIi@Vt;4PZ+~6Q>QzAY-t*tS^M8NR z_f{5neSUqv9_f93-Rph#J^CI#cOC59Px(HXA#QBkd`FCay%G?AHTpiLHs?G(0luH< zMG@XIduIr~_VpaZr}tVPS4Q8jFRq^X`T51ZKj?cu5ct1Z3BKP(b3b3$`M+WbzCAx4 zW_>>r3BIRezt8`d2N{|7c|q{a^z|7@@O|<9^6vXAE`Bc_()N9bcv5k5a<%j{8uBXF z%Mf%=9?G!dZs%)QFcIsEr1W6M|8+v}eLBkjbt~ulfpL4|i^u<&xD!PSp}6DY`u()~ zg+6W6>FWV@;=N<{{`Ab93GvJm{{4-)&L1K8naY^u`*F}4`Te!=^4a^Xpey`Ng7f#X zRb|vpqW3*7`FXkI?CbVG?kz~`CFpJB`vHm?emMNwXB5Hr-uLTH%@^Tnr|VO%cj-B~ zHj==n)vT(I_v%xwo5k#U#q5|0Wo73}IBL%~;`?ihzO(mv@kHz9rZo2P31uRSjN-yO zsb$CK(%QWaONG|vucy|{)nB=vh}(14}0;|7y1G2{b>p2JDS1M-p=T8%1g`k zV;l$lC<4}Ct?kX@^=-@K`+Onf&1ITp_5bt8;<0!SucGK^^d42*n=>}jmD#~?LSe4JbV>xv#zc_Zk zEB8nR?Yri3D3EORBaQ z@Kdj_rqmDT&;@Gn)wi3{2t;zOHM;XO){z;}PgNX6((95?Ja=b#eB>L=+_UYE4{i`s zWFO2Ky2$D}$zHb3@1*iQ(0>~tq{ON$TF||B4mI*$(r?R=ac_zYpDo7KLwNb|y4;JD{#Q)f;Io zuItL~=_}pTh<3bp6AGHq*wD)hW%S14OfiBg+WoZm{w2m3ZJ+ssyXR)z%tTz!$i<`S^x6#?1;$}HTv)JNXkq=73WtRw&kx0s?nm$o~ zw})G!AK$OKkGt)qhr@WRV))lbISWO0cwczfGr$=X0j30{$on4TpzT@xr0qspX}=8+ zHz{c0t`Nx&o(gF~Z0dcJ)zf%wd`S{QkpRCi4?&D2jeVJp#a%xWikiukv%GC|Hrj}4 zr2M3m6@79WEI9h$jJ_Ut%8p47Y&2b%pOaRdHbMBfF0+1X#BfB|tff_B0Q)E5_l)}I z8(rqQ2}lh#&WZb_T)ZIx3*Nyo(bK(;m3=1%Z>wjH2dqOB^%LKa3Kfs%VB}My2cCmc zv#$rPM!Zl*Rk;PWuwgzp0YOFyR;gNVkf_Zt7Ye9vC(X_ zO$ctpG-K%@eXJdsEveBaA?NEnFl-aikS9B!Smq()4^|p zQ%#7}D9+4ZEHTI3;SRw8xJ7(T23ia?D4k>!iExl6`RJ0&7lVMjqTzxeBAQay_*DgS zx5Bf!(aoVF#uN^RR{X>{Dj}LseETVBqO0&#@%$PDNgh%*VJ&n}rgXG?-u^ONl)j>;)*whmwx zPIaVtiY_D+gQrL0t&DisZD-u397UUh|9WwtGre&46n-6Z2XMMv7Ut$k^r!diedImd zm&9NGGa%vTkN5azry(3CBp`MCKvIaXkd`kr$T;dW&s*imFmYapRCN>8MseJX>d;zp zTNqoX5_^oc<}ZrvY2Lb?*pzMvYSZgOkn3krvsueYET8ElCp00 z4jE95uv1a+J~`Gu#GZpR?lAVzKdH*7ywEZ(=ghK?&vGJ(0OqQNOj1hwdYjB>Jbab; z6+;RWKxk87sUS3-MkA^fjui@fh>Y9lxB(uAQk-lp>*#jz{D?{q!XsEeT5N(0w1uGr zyK<7Z%d7=trMD%VF#?0PGc(L;3@2m%lWDS$*4w5ec7AZdL-paNAoNA^L`&WLxmhq< z4Bx7Ux5TZ|YFS~r!f2fH$U)ndLhdlywD``9PXPYw`3|5ZW{Q><4EAIaIn>TEI^OU+qat-fm7gX z;PINHyQ0olOEq0)EidpF$~~N7u6T!$bao0aKAx8fxI9f1+vqkC!+vd60Bdj6&oIS1 zw|%(Fkecp_y|Ex|H^PCUCG8Izkk84Rl$N!BaZ9U&4nc2dYH$%Oe`Fm}UxHa~r-#qr zkh~LF27KoIukYI{Xtgpb$B*Y4In-ARbr(<+BM$JL_??8ech~A8i!>(AE!5Bhn{GHD zJzn5eB0=Ds%B287e`UKM5?EjB1P?~q1lf-ljau(WaIG@#LCq@@%g*pkvz43%Lwm%N#T?K5jGu? zp0uc|klg{>(N-3@^jb%WQyXS7igF+-gMx8WE!n|ATX#Cb6t2T|6ck1@MOxk2R2Rqk-$W}AdlWK9{T(=#F^K+^Piys>|86%|n_mHG3cMBv|64m-R06_bgu==)N$ zy_8eo{o^SUMK9l|J)7R7hdHl6l~Fiuj`C~_-j|F0xvV+D*cLN(jGmv7PD5wxc0A-w zEn5FxqP#w6iB|Vf&Bx+|_QI+i_Ntcy5p*MFAy3lfWK!Q*W(J1|mbB<*1=x)}V{hSL z|FpnvLPg`z+o(^xK;IUQCiDYeJ`UT))Z+#Q z#F^P=Y+q7~@IesC7Jr1d)wfX&9a%p`)qlHV(0O=<8*(=aBJ{kalF)(1P)wFkEuwLO zB)MPJ_6@||Af55Vz()xy;rojA4{@EvHVp#*c|$SjLw~Z9Br?EOdI4FMJ8pf&V;@9=1SE--Lo}8 zTiD8T5lJu{vUJd6cZ0~eBvu$<*%KRXROxPy{bw~;HRz<_!H6OT^A1C((N~PbGEwT> zKLuOtB7<)g33AdIzr!-1kkyf9tfY-9s1;1E2*@G}tRO8HSH0#cC)P`;64V7osM_`Q z-{S}C_QI?sL~UQq*Qk@&A67yQp{?V4MicAzjJSpl@I?*@K@zkb6>R)eL9=|ngDLH% zQ&bGT!jjyIh`elLn_(0=Tjut9%uVB@e4D!FpjcSzi>oX08r6Jf3%m0UVC9BV7U@7G z8T_-tvhUJQm8Q+Y5w)A^9vGsw6nR3oipU>7a7l0QJ1U~z$NKS^Af-0Yqlc89Sjw|d z34bogD^%wsFYF`EGo8hQbk2O@Ah%q(+kQafyx)JX;(YgZU+s|hcKb54Xc}b(qw?B4 zl5}VuMZo%pS~YN1L8elY4*}sXp6gK0p!^wRw!J}M&R}j)$!=SmHp{El#~=zeWKRY- zj}fQIx03faarD{ed(6D#Asu^ai0CEqF7I8v3>7dU)e74T-K%xKr$ww3RWTe+Uzgvx z@?Q6GVVcs%Y2HoGVRxEuapT7p|J5`HWK?yf2?O@-TIBn!g+hmczJI2dt~z6jw|<3> zI_wRP*zJ@CivO|gC^5-kvo;)rV21IA;diQ|T;$66_ZY(cmhvSL_EL7c=NKJ}5HcLi zm<`a2aKd@UZu)5pJs@m=xw3Wgn5xaj*?Xb*vz;ev>6C=4ZT}m0uAun?(oh-H7oy|f z&*83|UsJ1zB+>C8j$6=bXwe)E&lMjuM^kW!A{yvDoeCyzln5Uq>PikE|C5om`ysUH zHNKW|r3rIP?4tS(q$v?(I~p%0)ceih_GGRkA8B;s^)r+~=(9wEq=g2@wXtugiGOOQ zBNZg_aqt2nTHpKg-x#&+i?(G%pydFpNC>2;F6>SLrv94y~3LhSLBaO(5K!;@d688P5f%sq3T8+fC(- z>U`sw0yx$%RjU~xjO^*khT>!Z_3Y#v@DNI~TPo!ATu?BTM&c6m9M~FGOdF_;{_X&S z2mWj%4DdD*OkGRt$#CLIEjpF5;-dZ1tpNrWY$8iydaTRzgdtJYXZ7-*?HWf!LnbR5ROhFa_%iOoZpJUwW@B&3W!!8 zLf!ieAjc`urTP*zAZ7HAOK3NPr~`fqxoO@ih`PP_Wl26yjb{#qmYi@7-%W&x{S3?f z#&!sx<%N!$hyV~hirQL&8f)(a=%EaH~m>+xfg5R0Q+Q_Ba)RW zKp2Hp&hR(yq=2y{{*eW<5+GkuH7mhAy$g%6OMhNdQx`{A_wr-6++?*;aucc;Zr$8n z2h-e;Dzm&fw;Re;`LRo1Q8gc`K}gF2+sobZsvl%rIgXGvdyikVQy4h6FoW;I5+#G< zt^BM$RO^ve&~xz~m*4ghzdA&=u)+QMQAw9RAh&394zQ3D2-eSmcmcsjK~>o`TTS5eX7cE&f(YcEdXoQ+E&w%MG|HwF&<7D>`_+XnmZf2VXnmE zv!u>DyBc_jZs>byR0ZWHh^iKDBVy$Saj=T<4fD)oyYq$DCF2^qk9KoP)BzW1nsb=r z%E6SanxSG|IKWv^iSGPpY}DDB)WSCwgm)^Jw#7em(np46nsN)sXVr^-HRQrGuyTEo zukYNQKEzS=eo}zp-@3x$^0vKGI!sDC!5=4}tfVJyJP+Nzly!7KS}Bi$-{j0mT4=xL zJu_-C5_jE639l@%g+tGCBuvLuovc%Uk*;6z2P#}oIEm>-DoO7Xhk2jxL<(+^W_iiJTgSuXv2IEyt+w~c=grGor?M~j`e$P;}}x zxxNlmu#|2xx6;dZr3L8yRh228B~*x9TK^<+myDjHN1z%T>~Zl=3SGU`x{A5(d|Dk? zb7yzSel^j=ML1A6E~^DGV|UM@%evKx_tP7B#?)2@$fz3o&ILV!sAD-oBW|(|?%ZEY zE>-M+`GEwUBL(~fwA*FTxF24U(PJJ-qaYqE6Qp|f2ZvkwR^bbS6h!4C@_hXc|HVEFfQBdunof5~Qay2AfZl2|l`H4jD}AGpQx zXQD&z9(Y3J{W`-$BMXH;75GhP&~`V9GGYikqyA(;fN05x>Td-AJnJQH@9>k_-NmT; z#mvfI(mm}cVm1|WG^Ix_;N71N`=;bJ;k|#)d(NZR^@re^X{&kC_1{_-eiL~z_6r$2 z9t0?b-Gkd`K?-Yy;m#ksg&=o$&wBE17>mMgb;c?9K#XG25;VOx98?ch#PLd}bk}&< zmOYH-Dh%c4_Y;Z?G~ZU5RumvRShd!L{FZFtUs0z*HT+F8WCYSc^5#!wcqBt|mj_oK z&cT^k$YZV}Txa9Ym3yM{LOwE$VjK>@7a<9eW(MbQQ@;eNN;BkbdJg_uU9i>oS&sI) zw#~3sb^ZjA0BkY)Ud%D(s|i1}@|_3b(1RO>pm<_7x1XfO88ns=SIs8qs+IH%(P!)Ei-T&gYL4+9aZ6j!df~8%q*(S=vHp<6tAC*4ME)C z9PAr_w7&>!Lc(oBZyPy1q72ouQK2yDX ztX5)Tzr@KSpoFN+ikjn^GodW9XPBOyvCO1i`1fCtZsf4s~gkvn`QtZf$UpA{){1Uy3kU7fz6FMK&K5Z*DDx!EQj6Rf*1fp#GUmYHm=ETtI8L9iFY;@d98Ygj^30r=&SfLuhIrKJioT z$x$1AyP=kbxC)y_X|g~j`(iPLeteEOVIE33s1}2lhF?qY<8V`AMYhJ(sGmBylH?MZ z;;;eae6`P^cXZ3031zyWo7Cw~Ph}Jd69>3Bjawj#P@zR%qX^q3TuCKi5$HO`uQ1x^ zg-6t8nSaYv&Csv@%DZ1Vux}w*={N|5+UmJonb(aQ1-OrBsc{=1_BDHR56IMb z?=0QI)g`~KaArd3yj@nUpc*ryB?r$88!)dpL zuci?Y7dggq8fOfQZ{IT2#A%RJB}-^j^@z_lP&cS`7dRk#gEx^O(n)@x;J>n*7M>G3 z-(b=1bYWU5SVXC!2Bo8dIQ^hn<}4vFu(&^6S-I=j8?SuwJ2fE8Rd+QD5#n;YoR`kT z%bqKO96$|a|H5bu=t5cSIi%EJFxYl59UQ3WGt+BYjY#7n(iYjk=fai((IFhMV+$~B zTBUN_Vkginhz{eNhxO0MR*DxYWC8Ozp>TWZ+=*XD-sT`qN>C9c;#!I-ZW<@HbyK2; zL^|^vr9hVsH4n46y^*bV@V6yQGgOdH6jm%+d>gcba1%4`~POk4TB$~rqR;#_mnijGMgDL(p~ zLrcEdptp6e3tMc&@2ZUhUrj;N&^Rb5Vruiwv_q+BtkKZf@?yyck%8_rowgjSH)y?$G*zTo^(djNi_TY!ibBBBG{ zB3c=v4nKe-oMhO?l#{ZR`7A&Q4wdKgbkdQ)XwmXfE=euM4z>X~@->%3@ks`f%COmz z6`%vVe>gXCCWp#7ly2eOV^|d_LTpatiyKa=2sas$vI+%M<+4EIM-^98pI{8SPUht| z;h5Zc<+e?V7?K@nbc_9tI@M{Uqw|mhTL9Ov8EOvPZJK1cS0{kpdSHy5fZGPEWYM+Y zH?&H-p8Y1MnPm(1Y`Nny_~2(y*o4h5VQiYP3vOfj7v!TpXf(O|_IOt;JtGNh>BOH$ z#$TEadfj`0P>5QyJgOv>;4@!SP-n87mq~A~(eC%F;2_eRmmPHs_Aie4)L|!HcR2FW zs**_Fj4!9Vpyn75^Vfs%S{V<+ z!MkA~xD*l0M}n%4)x$(l3zycv5uRSain*x}J;bvLyXfX;#i3GtgdOA&x@-ARg%5>p zE*kp5%9vm9kKpR)o6eRZ;b;4&{9DdJuB!1NvA~DjsBo*?FIclQXSyWsac{xt^n^D+167fU z!C@p6OEyq2!4nZ|R<$6mw3+@Kppo4#IZ&$b!pCnDtc#&D>?>4(PHl=vgdS{m(#!T* z8S*&PK0yIPasUy6Hl5SZM(Gt-3RtDz#e@hz12=7V|H3RW#;6-~rIkB=5EZ)LVi%kX zk^!t>V;CufCFvyKs(0F)loj|B!iN{t^5U-xnNl(NP9)ay)|5cd^uqARvG{*Cb2hR) zW<~2GhPfR|j1?&|IrPJsSi1&fth)x+c6g0qPC}2h#^TE1iUT`aSaEki%b=;eSR1rP z19xU?40WqVxA8EAR+!7KFo%nnV|qMZW}*5Nw3h*WaTWb8vIG+?Y)yGk zZGyv*0IoZDG@)PdFsm7+aPFSA~8Myg)?FtYK= zgA_xA&|*VQ#XmQ|RYwC%sFV~ET8_YjLj?huSWiM_eq`{~${qHTHQV2w%k?rV$I7!#McXrN z&j`EWwQ`%=uce`&+|Pn0k0QT%f#5=)0rc#G*6AvFd&MgohFTD(u(S#bfikU!OmQ|y zbJs9!Z`X}k7+#ToG}7?|rYIzPpkNHea9v%~m?K~@kRv6rQ>5@)$B zq?gDkKaUnP>X*b5m~ff|n}yqH;>Is-`YG}eUN0iiAABpA6H%oZr2 z^vsznk`OMLFxJoDR6D$^7N!GpK_r1}D0os9SeDF;ZH_jp6ap=ws!pWnRg{ZPWJ>IO zH}`N8(c6!L^_=N>7`RrpLdryTtRi3!=2yyD}hNDdDXE9Ee3E2H?Dl0 zMZA!0bu!+Dq1~~_VIt~e<5Oi(*i#qCo|3n@nMEr2@|zUHcB@b%g`3%T4I1rMb!f|A z$4?*psqtz$U1{w1CgmKzC^9cH0k}j_=@sI}J*f19;>FC?C~~L$j7lY3<&C`MI9Ht! zx_=Ln@r^(K;C-JB{IZsbfX%*Lf<`pX%w{Zcs*sQ(bQv76S)K%yk(Sd~kZbqbOHLeN zPe32&|H+QXOEvG)BI9y&QFaz2KJF9=otI0bqCN3J#}iS4;`wZQ_?zC(yHBo01BvmhZxnITE6g)UOk$3T{ zETB_U?uARNSZJo8C?5eUhPa8}TnQS%L$jIVUn5GPi)3N>^7XvT3wcst8_C`t3&qxP@aF*u$nHS8%^7+(!-f zH$!qYuPCr+RTcsT{plZj$7_H!mcE**2DRoe5kdavOSj&r?#{K+=$`f$k3quJ8uUCy zCO8ohkjOE_#w__bsb?*)sw8xKAd%1~@zt4?vfalaSYMt=rK>S3v`o8vZn+Vzsg15> zcryr%dMZXsnYrU{)PBKmQ@uhb{1wOIE+O{279*>6nEP6nWKklJ!gQh9c%-L*aYg=; z45O?LknWLkzYT;|a~|DPjU{BI=9ytW=hYPiavHX_>y{PnDVb{2sLDU9l0;FmaP!(> zj=2Sffc*BXd6p~Xp;xrWTHMch)lCUBA$ILpKP3AFYO%C0k*+FrRI+tZveQb*Dm`AS3j)? zu{x1)g~Q&(WDu!7RzW#L^ceHfnzw`|(RY;ll7z2+#oR*dQ8n6$1fNY-~jdLLc>lPUI0~O`%3C&$ojl zJ!MnG&Q|d%rDJjF)6T3w;oqvhmf+2D!%C_vt4UT>?M;x*sUZ{^3nefK0=w8dTF)!s z8=$8uau@JPRr_;{1iYn;T~rR@l6+DzJo8X>QI2E&=1hTU(8DTnE@GlZ^U^m5nbxXM ztzKZ~DN1CI+hBtl6X{FNWpdCoN&wpV8slcagdnzD#IeHL>M7BeJL^vQ=}FF2W?ypC zcSNk~rx~_#%Iv7cn2RQ*U&^oze9bW=DLq8xufLzHB%E1 z5|uKMra)<{Q%-L~E_fe7M-!4@)fC##O1;FN+BlXU@9bI~WxdgztqEn~`Ijh)6}c;z z9pZ8#KO1%x)3Nwxn zC@5$*`9At}#aUbPc3gSSJYQKRJ^n<45_avxTkkW9a>IjXtN|f}Bcq~9S?ZCskxQc9 zJw}4f1zhxjQoOhcsl6YZ$ejmWXZx=LCV%l+`PANfMAuo;Zf6Y`%P;Vdu{^p#Dd@+< z8a9#EQ~V;KU!+49EjPj)RC&@1D%&n0R(`Yqq@%TDyL`<3hcpH}`v=-HxqB>>mc+b# zO>!~1qnpkN|Ecq{-(?K^7>dh(T~l#tTcSc9K58P&oFp>fCj#OoU<%eqM0DZQ-Yi2x z;Ls$miM{_!Tqk{U;$jd?bweYK~E9ysSJ{)bQurJ?j8dYq32Jw7Ji_sr_aj z-N+^jAwG|TJc0xrSmee+qMAN6QEtz8u_x`UT!M4P4!c4v>dp*x*7nz}<}s#07#&|8 z78V@~2-+79AP%gn3NDJUxiCqBTTTK*skKsLMa;l1`{B;q;L=GpZuk6Y&1mQu!L9N5 zjz8t1P(vn9=)qfl{1+k>Cj`uE1r1qTTmcx)@as6Y#-P`$d1rtOLU0_dJOP>Ux34!DZzluVfnpfp~ z*F5^f#?a^`^N8i9jG|ucwLDhs1ncF%7f#BCEk);n*8WDFa3fCRVk+XXkau(i&+NL+ z6A((Vj8_1nyq6Kss#K(%(LK1|>)CZ4)@$Z1fmWOQuHaYs?iUHR>3s^9B^9N3dPy1F4nbB^Y)W!oi3tLUXGmb>)QBXU)0znI~u zoDR1=JmczBJQy0S3t!|?DWhsOurQ0YICQyevPn4c>mPC_?CzHcTQi1(^+3StndJhN zo6kRk|08V)bDdwUcsEZ2<slO1Dx@z zACur70f%648Kz=iJ%X(t&ac4m$yvMOSTxNERZ+fdA#ON--xYpDIW@^|d3=DKcm(-Y zI$f4=NQgCJ!SOs-Fc?PTya zg~nyTm5!9lZ!Krw^aS}LX;E1I-U^3)U%~F zk>frIUA%_R82k}>oBWc~#T7WZ@eE;)8zD?iC`PWX5l(i)=0pgPUdA`eGM=k$!BuHx z?CSLfDpMTxp$iGXrUXK!oI@Sfo3Cm9kedwRjt99sait3JfbCgrkvwMI!{jHS7}Z;y z>@jumN%_hB#bIZm*nl&qoG+{7s+uuc+*J&vEJiSj z{M)x8>%*-paVF1Za=A#QvZU*-5+Mfix?4{7nRQzi$#761PQ=zekk!%^=C1zf;k4bB zkaT!SVx$W})UssLhn--BhM-wNM}VHJQuxf0VvNObuZQnrz zU+LI~9J$`4ajLyni6&B+n~skRGHQ=ycaEGjWzl>pID8|Z;{O6Hg{Y7JofYDm^_mW^ zu??oI*jPwgk-f)?Ap2;82cS=vX1#;iz-Wm%lpimE z(Dj(`S>%DIA8OUSkWn%@{Z*17za?wmzD?5Y_L4oJk&D<<$-wQpPcym6dBJ*FVjEnA zHBtY1-e*F4A1BXS%U1bqZdu#EhROFNT}Ip^(x=Kt*S}(qjyC;u7eII7)0>A-yDpo! zo=G;?KU^%BFO$tr_D`!R&SQxH>QGgVr?x4p;j#$08e{_9YBJ0BRkm4?D)#zfh_KsZ zFh^Gu0iv~wl-0!ylr&Q&^V^6ck;A6bT z7HT0@3O+5hi~NN^7>diZjHc6(uQQs(PFzB7i&A%^*b;S-Pz^ggRc!=}Yn(%O(02ZD zU?XtKW9g&!{4N=@5pQw5p2JdZfsQCsD0CDDb#g-AblF-0)VeiRzCB`rrmwkp2C9Un zQH4Ybdf`t$34!>Kk!g>(a|1`uswUh}nJysMqG}06`$3oG+Wv634CW8K}noeE8scm#B2GFK}eTT||5NI}=L zH6Bb{xsN!tSa!KpJj{07&h|fL3aG+b@?P)DcBbdS_91imiDGnpcaI9yS6PyY-v zCcG+0-bn*n=;>ghCXoPzzHt7OGLZPtmQB3@2m=p@wbG%AwJ@Pj3Zr9*<8AP)qMQ*^ z)iqsza97<@<0=*ySz2jVo#~W}XLG+rx-$6KM`GObR%>xk5&c=m{UGV-2ux z4$BGhX>PGP|DrZc!<%2b@aB5n^0$0Wc&k%%4ivAJmq3ves|zS~SyEG0aFR%kU%uF| zlgMSdGvK-36rho4rcA_MXszKXI;1*Qfkx!ngyUEXbCaedk)jI0rT`h>km>g``V^jgUizjIPOFm%jBra`%oF3Lwb6$1G?pnGq z{@{rsjuVjGrC5`RfG^{uSP|+g#q)|%S1}a@(BRTxL^`P%G?1~>80xc|sNk+T!hRJYp1gfxzQY;7nDn#Ksr4j@!+#H%u-phQQf+a_)TGWb zP~rQ+RUcOvb?w=L9Gu$|<}Q!lDFJGE!qZR#mp7y4D_?;vxWP|~JKd~0qxVcCPqm$y zBY0`)P`fNBEi+s>^)2gdNb^Zd|3EZNhqk_Q*+)<_2Eh;4Byaf*VTkj^hER_7^d9%P z!hqf{!&|pp%Vf&PLU(Z)k=oqkl=kZj>xqXz#aJOx{2uR+`t7N+wkAA%AgTHB!eG)- zHn3pMsj%(3(~^5sttrl!DE&nVU0>s^BlkyN&WwVd=~<2$_C$NlC~|=Gu6v)<(E^u2 zNcm54O0KvAHTB$A-g($?0fM6Jbh8d{xnzvB1r$QHQeAYSjT~~3=$3RmEV4QkeK@wH z=#{cM1xaZaJiO%{9+etT&Zcyb*6I842<;@aK!%iSQu1Qr-^(UJUwh6ZVJY3mMNLaj zZ8K&|ZBgg^2R6ksm(ZUnjTsDd405I+Cl65IxIPZvNAsGsJiW0A4Syc-H79D6B~?0T z@!YM(Bb&_60OCj1 zD%RSalnBd@0}gYt(dWRYMeME$_lU3`Lx{ZVtrK$qxe3cLj0RjN+|FYGRp zT5M2rs`GCgwb@00C&#|4D-^c|ob0my>69S-yT(1A+?`z~C&#fCu=LhYI91(lIp4Bw zjI4G?gnAU%pPei!MPp^Py}4!pliZS4E+5P|FL_Hjn{lQmTx zwNkflc%L{sZVPRIa%RR>-;ntylJskBS>vpe!OU*qcy4>B*#@2`IdlV?WmTBsc)VE< z^^`Xr;@d8zoTfb~c(_qd9;lN$?N64>gf`R_S(N$WM3*I3`-z!8Ff>KDro`%U{v#~! zEqiHA;xn&^uI2n_vn}8Bn>dBR)m!qH|@(R{XD`xo2K`d-yCaV5nN-6QS{`OQi`@-f56}vC^n0D>_a9gY3=zxyP;;1rP~tQ&z=wpB&ZL(7*tRR-Ar%O_`V zDujPZr!gk293ctlK3>LHWIk_`H|((c!OuNVpa-8)9YA1!9ONNkXPH{o0TsMsZH>GZ zo#){X2o$O9_t>BWg44(8%h+7tLFqdW$;I*zK?GxVIyL0T2${d;LPd#BMzh0l2lOeK zlT4D4qmTJoql=mm0J;QS_h1-wWF0;hY|`+GwjySQQ%Y0Fil6Wy63yx$XLIjr^0MlN z`MD=IuwL>8m2t67OLUNv)PDRCH#7fzK;;=`Tp1t zRc%+An{Y*Xv0B%pprg4yV|Z`PRz;q&!XWZwLp@asNJUpk+;ftwThN+i6eZ@}Ra6#1 zKX+|04pEY?(ph`{1Xz1d?_*cL;-^;`#MHOv2*@vG*!x{X_xUh2*^>P*7j3`rzGh|T z5(o9pOe%J?ckzS2P*mn9$(k0XBe{Ykkwuj#alGwABay$vs8E{|(N+Iwi{HKtJ>9ZaIcZOfL9 zpW?0ExQ$Ebv(ubMvX;MYUktfYiqH%xbgzkW94W}h?%z@TXO)Yt3Mz6FS#5X`7KX}m zeeXArE-Eff+|JLSeVkn_`X?Vkt@ENvNqkOfjq7-x!6~fQbur$MfwGIln1YAn+yWYV zU`q*}NtDDLL+I0KZjcX7#10wj+AR!m<9`zef>%`5~WFU+w__9*pLW5a$8fruIl>>{@rxnTcZ(%J=*30n=lyQ8SYigmQ)-1)iuR zVtIFWi!j*26GDf)=g?J4yQ+%fi-jSsZS@3aB)$Iw!cE6%;{&xiBR$^f$bG+qctoP4 z7wf7K>@89H`-pKG0qvjN*Lqn95nWiO_m&8D6wx%9g%bSOVRH81V|au2bnoX8ip*~N z*VCEgz5Bw2_x%Ci$C0N`kL6c3`E>7z_x(-O`D4+$>$Yp|``5V@%Bf$6hkC&zU)9lx z8Fs=>8EDdBho~l*0{ms;f=DJ=<&9mdg?#O+bqS$y*Gz)PF6M%t(CX*i;#uAvc1TMHk)$M z;Mnp#BJEG`Wr+&AH7s-T>R+}GsaQe&&#;(=YIAgv2mB~+I$#*Fj2E%h_wKiKu}}yC z7uTH-cLoOltny9a; zZ^8?Sol3Eqd^HPfUDR!9ZOMY{+q4;tJ;&(KxufO7-T5?`*Py~IfZloWfBF&{IfC|x z(BQXCTL6$9^MxJtU+)5bcE2k8NtQFsVK}l@)MX_xc64Jh`efuR*I6v|6v@UB|B2(O zaFj1_AgjI>EhromaC?Vhf7c*Y7EjQ`6G*`7&qr-9SNYT_k1^G%*jkweO+BP01%-?#)BK8=Tc zBIleq6t(zN-6w6mSk4@E6}R_{Z7x@2kv=yV)XTUW*7>Y}Ye+7cn*VR3B9h*p0WzBo zmz!G)0Q=^z*|wP~Rz989mg3cVTUZ;m@-y6=vlAfl(~|1=e^Anb53K)?L_@L-aMrsg zh@D@0J0|HDIW|Y8Pf^rS+v85aa^<7#%^m0nl*jSi&EMSWX!gOEh+SGX6PWAY#9nwm8(jd$kA>|{EZ8su?tlJQp`DfI@o@(FY$~C)0M)D=LgcW^&B7IOa7gL?2$$B>H6>2HC!E!ga;@rG6 zp@o^*yuq4%AKUH&a+|Vw>Upa1%j}n?o~>Hy5qF7Z$8**O4Y&_yIV})gfH9VqsL(te z9yn$!?1ogmFBWA|i@9xlc@^E5@2XkA=$8aD-^<6|*(OCiYy+WNE_%w*ryg2`kuq(=^m z0$y3Ep1JE7a+F6ce!g?oy5@>|Ym0srL7V+qrIG508ErBYA2rDO<@e0>FRmKQ=~XXc zkv{^su!7dJQT@Q&%jJ;wc^n;(S(yx0YW)I6fq8qjPLYRMSg(v4%sW3 z9EL{CHOmprk!^?Dzq6OJEaBJ-5vpa5eD{k>^O{EOk}&?jb(v^7gP7>7VyxviZ*j)r zEZJozGot3T8J3*=t^4eNi z8X)srT`!GBDhAOC6qq%^JYda2Tjn|QWiGmS5Fj9nI818e*dzFg-Xq+oU5Xd@pt1_4 z$zFNpG(APTE;3B9x32jLW~X5U+}TnnbrNYOGGeO;eW>+7DYmp@k^D zqlbxpn`>!dtLF60ENZhst~)dGo8#PIIfq!X=S}J8rOCTf=9R@T*1ggJtZAdwDW9^nq zy-I@h$Kke500z;Sv~x_sI=iu~yLG>=?GAJY8RDiK-i_I-NH~qU&D&saJ0f~D=q)|@ zjWVpw!+(Nba)FpNKAt{r3N-Q0z}$vMD1$xsMB~4njh-LvUE(xfS>Z5DdJyg&sU>&{G z-Fd>BcmfQR0j{Fw@}p1x)UC-ihqVRaL7lN@Vl*YRRY-~#Ze79$L3Bc!RiKhBN8A9{ z?caq?yEWcbPc-&PyKLN7Jg}v=P1B()jwo(A@go{sU%7HOb!1cbbN|}ZpH@v(En6^H z*y7GE9{qQnGTF-y-rezcY{QStYg7^&s-^COyNj06OngTbRCqE+^6%dUX`(v!Ei2&W z3ohOLg|&_-?l3J(Rwzl}B1%t^4SQU`lZou675svEL{yfVXK>HfM!Z%d7!{s~^5Y}2 z2li{R4rQ&H%G^^UVg<%$&`*LdU(LJMCC!&d;!fM*sJsuYb5TX6VSGH?sV<`fpsSLq zDvC-&S^wC=--PTllQ=Ml8S`WcM6A@EjObh03K0!QF=~RY=6r$z+9X@``h=(+F+olb zKS8Ug%P%{(#Fh`QPadd>TB!2Zbmp7MbWT$PszK>M+iYab;{Cspmn`UNxrA9>IU9~` z?jY<=OPRv^Qccg8C(@+yj;uP6+Y8fshOR0ssh>DrQIfwjW`G$}lf>h6pJ zv7WB!F~-smam(6Z1ZXg=(Sk-aaJ#Lz`JYQ!3)H?`@?*#N7#m<0y)dmnLAt!^_<98x z+4yDMnLDt6#sY_Mwz9TvD`EkZx$Q9w_D%(plVf_y8O}Yf;Wji4-;A6x%vERone=Xz zJ=;D18u0f@vETXz^lL_+lX^7Myrc>5jx7g{;QYS%YkP_}QU(z^guPLqllxE3hV^ef z08`#d9YE~p5Rlgin@f+%n))1WR}tYBaLK>lUYHRj>8x>SkR3r#UP(U&$O-`bOCg&U#B)p;f(2e_gQ_uv!C{)Y+{~R@{YV?mI z0YcKgFN4l5ADyROhdi9!;Gz!7&=}GCxY#8vu$gx*8a{o03tQue>#UQ7)LmRjhz(2p zje$GOj$DJjSiTKAKfeouebU_H33S1Dasq3`B0i7qm5J!dQpKqlUwfWy2NALzv!C|2 z986iXovfp92!ea@l$7||HD;*BUlUCTvKU2o8;02Pbujrx8c+^ZTOYYhfCG z3pxy6$jP|z1&gaJ`FiKH^DTuPCq_;wY($jUcX8d&b@Pi~86N^1i%1%-Q^>uD(Yn3l zzd?Cj`=*29{lJ)=WZjGXvpy$%?}m|;=-~FgO*;87SyWt4^#0(bKb-=vqP1oh`_S$# zw8)h=FT%!~1<0d9?*K?L9GA$pcgt~*RZMC!-mi^mcBXz`z;c?EBfy9l__?$Oh z#yw4KI*HYI&&o6!EJa%L>0P5^_EgsMfB1`>eK#JAbY>>`&Kblo*!;vP>-&)Bs6UVKTNr`zG~s>7bMTieZn09yCjx#9<528@yyE4yNf>dyYmSm z_n}jG+|Za2zk($T_WIk$d_)SWXczZ)<6fdwQ=DE@AFw=i#O~gbSVd1+PWto*zbd`2 zCH9AO+MGHltDmZkQ-xGH5dE zsLPJAfT7RB$@f)U`Enxq>$$9$z%@f-q^!}?eI$F^eK*FE>ntayudJ>|9|acn79L7ysvo|7pRSJ@?aB0^rDfK9cbOg#*D zdGPS+^N{0G>+ot^E54Zw?`5l42Ex?2!*V*W!=eNVjW-7+v+B75fU%tIc(9}E*+xOOIDKZU$|n`Du-; zFfIBR-LUg%HP|#=F32C1Vx{RA{#g$|PCh>AWMo|C8DQt2wx6OgW({9^cJVzWgM#Ria0N zaHh+>*UIf{_8G72`3rqwoKeH4MA%yl-cPK=w#k2N#ZAs#GSVW~y9MwXHEh_rd9~wr~rT!o)joe6%^e)^~{4tfgH9y9$4#1s;IR#gNf$_ z!u(4Dr7UlX`h{n1i2Nwct$R{I)-DvEdwf7pA!eB!HGi3?yDe>Fp|U!hLr!?#>dNyP zX0s2{ELq${4>|2bqgF1S#5ZIUS=nrC@=QljEM}O$d-hD?OekrDtv>raBkc7>)?>+> zJ?pu~oh@1gM$vEhO8h#MT27aPtpZ~jxY@pBrGFu8+ucGsbrbbPg->v zYvEU{S`DYXp_=ni=|s-AU#%45x-PUXXI%T!uN|{o-zvP4H)?b}6Aw4Lm(BRCKK{uS z+E>-bYKLD1>VBSt9e}FCI8(z=!Hb^j&TU`W(OX~YPZ?dNgf#cghtSHacb2@=gXCRe z-%}eV=a2?ZdR^*h;#g*UF>f8FDPQ5EOoE^CwSk02607C2x4DFs71OKc$`^CRBJTT2 z9+J1il&)4D|EQgu>#Jth*GN=*x=wg<#OhS4Dd@`Adw`sylxq?fQ@-xEfck>g{QmO| zDJdIW1xEzuutm>Vt?iI+^peA|Qzq3V)8Xc2Mv@h^mty%{vbm_@4_w&PnU;#ZOTVs) zNh#30l$Kd78>C7mbTPfGN-e=(_AZF#Cme4BH>kB!D}Ze0Yr+0~c45LMN=7UB{zsGE zp$G4{(u6I_&(f}tKi*IawDq})%Y+C?r?j@!kl6e{wjxt$q^Ov|8^CE1EBN5vnutCJ zw&ywAE_(D-`jqnH^VFS4kBAnwr0>FS1_IExrmY!JoQ>)Y-WQxc`hI82JpTpk1$GF0^dHucikqzwo5Cv-BV6!bdn0Q{s{c@tl#Co~oa_ya z9H;;i?my_H{~fXSKNzF`1=;)0<^O*odjUZULOx+|`5@>PFksS|AmkGUmk)w&0Rsk| z34;BxV{rK(=oT!^F}QpXbPMnk zF+7D}f9x1sJ_x!63>cn5us?PTE*}Kl0tO6EA=n=~2A2!^F}Qq?0D%F+ zQwa9Qj=|-F1PBZmoOcnZP(*fF?#kN|-J!&3{AOQjchNlqh501g*g9Hc+ z7@k6~KR5=L4-z0SV0a3_{@`GV_%Eg}BtU@B#PAe?{lWhR(tn7(kN|-J!&3i&C3KAeN{Oc(sKw$VcMnM7uhJQVU1PBcO#wbXD!0@l9kN|<<-xvi65Ew8# zg<=#OBSt|21ms){PoWqE$B0po0D%F+Qz%BkF=7-XKw!Y|6pB%Bj2Hz85Ew8#g<=#O zBSt|21O^OGp%?|nh*6LL0j3qhQz%BkF=7-XKw!Y|6pB%Bj2Hz85Ew8#g<=#OBSt|2 z1O^OGp%?|nh*6LLf#Dxd|DU8w_}{4WzmP8B{}p-uH>At-&_3zrCj{*c{n~7da(>x= z@F;fsnb~B0bU&V81r(D;yVzZR<-4<}Z!F3B zDO0Iph1VgBzv|Tg=0ZuZ*Il#1uc6I?b4BQq0IM=DNUUR<^pW{wUDM)o2$R<<_QP~O0U z%O+xDX=AT!`^wOWP1MNQ%+N>)@dB6aznN1u86#^G@TmY8{LkwSG~(cBZ}iFv*EMdv z@huGeX{Pd7(fxT%6$|>u|NQx%5%`}G_@5E@pAq=~e*`=)^W+}V{dckB?_v!_2|)Pg z!U!JFZsLE9=>L_W{Wq&W=3>u;W>`EQ>A+C4(f@?wTRXv6sb75+H6{tbT|?BMVJr^4Sqn<&f?S)abD5jJ*y z)wa|_r$+ZpYH&4wUh0S%|L}xSeub7*;f05lg%zy~_LbJRKU)NIDi1P7;~QtF$X;*O zU57usei2stkm?e9Xx!(`rOx?x59eW$^_#q#ybVMB{|BX$B!rEPefREN9oB=5>6)#r zt_PV>K?DWfo(D)&wxv@A#iTe-;_Gd+(2%&_vXq zY}8;~#<85L3~^3{!Gt$e)YRJA+7_3V!U_-8CrwOEKM7od!K$4%ru?D5tb9ShU`f}% zAgYsV%Y}GK=GM+m&+0WN1=zXl2Q6)Awe{p55!XyI#JVkCJuQ~|xL8FOVH`d(8c16@ zc>~suzbzphqOm2*^6Y19*`dyw2fy!e{?4+|(q0R$%jFvdZ%M|!ha0|Z;?iKP`NlJ7 z!CWbrKb2Uq=V=&pAdF}zM2dc`qD{Dl3hK&dF2El=H-nYR8*8%Qt%c{#yQ!$EmKpbw zUcLIUEXg@|bV3f zQ9~Q6>!*u_cTS`m8EBo%5A#N^lJ}*?#l;aasS&&(B_tvUCm`IG4t#Ns9dF0Lxbn}< zNZqFz&dL)9Pv^PBZXcz%b#?fPld3Lm;1~-mk7WcAKdxeqnI6*_jn?w+`*}bnA6qGF zYg}08o=Bdcq^6{zrK6#vB5~r9qKHMT3?x%T4Lp+vO6*g#+kId6=4mmI-$o!}g_X>seEbjA6lXL@#cAT0L)19&h zJwhHU?;DWnI~FvdAGTwTzc8PdWxbe;?JU9blcr2ueiY5w{dkeoVWy)O%fqX{9JC>MsaVdL)~M6MWqD-K@wN@wVUfSVzA$ z>su2ovImk3eT=yl7mh0fsfg+6>B*|+K?-pyDh}|1ALq_pHLQ(wYHm`>ou4NiM>}Om zeVVzkEi0o)LzEesS_BA7z=0?(POZD|3+=ckcV#S@R<8s&@tp z*&j6S0XAK#mr_^tw(|3K+bW$R4VfCkeu@xL_MUNl=cM1(-*#=gr!RhU?SS=JKim9R{%|D3f^HFe&lHsXa6Nu9HmuJdWl{bWO1bHYe4>1{;Xypss zBubpI|9O9%$c#H#fyZe@1z)5YOz=~Kmfr)Zoek*Khaw+pFV0U!Mn>{yZn&lKMO+Hm z3raJI=EWhBHL;aInAIRYOoV3nUBw>BwWcM@--$>pQsVgB>NYfBlZ$Yt_|W_OLPJOX zwK4mB4Y%O(`cjK_t_hYw_w@Ai)_evAhLF;y6z>I;LVld)M1O2DqCC_&LR%4K9)L!a zoK^@HmGo8;k;#RK{*L!5%SQlTWMu*s|4*N^AUtG^^le_BX z7yIoa&&dV3YF1I0Q$WrY)`Vyg?&D`1TYcd>Dfx7(<}d8+Zmr{7${KyFSM6yWfBobm z-0u3;7Axzd8MhSWLu5F8eUf{d{x2C#-o-S)#Hf&95*i$mw&ys7KNP1xkhVC=w^J~kWt;j_jXE*40_KS>qyD@eWF`aqy)+gcbJP^K$ZL)n)))kgrDOOLPM@0L$g&LU! zKE%(&e*F8b`t6b)my=@Wh>h``BT48SW(otrWJU? zom@ME3#qHdaW=uCp%!!VAqYn*WcB6?*K;Okz3n5|pqt~G4N~0vB+tw{zT?<rFX^5yJ7a>Wj;~4O%)#@w zj`5GTKM|o7UDgh|y~Xc}FHSAx364%n=igmXG5WeaaU2v^s=ihiBTg;L+h*aVBfu_7 z&SrllDWqo#AI)Y-biy9Xf64EU=ft`aAu?@n zi{CfBgp(lbK@aZ*KV{~13lFU73@v)n8Wx2F1W|3t!NR6K`YuaHYJuHc#xt{lA8_{h z+R`rNErU_jDneiIP=ZxW)89+&)=+WMF9O1nB8IqNKd#gEX?i?~Wo~%6n*HM~wwvgU z?W`LGVuVudalH%5%kG8y)eo}S?)6Em;YFfoEOofL=W2~NoxXF&I@iGX5X>POy7Hmc zUCbUN7oJ>dPftJpeG1KUvjwo)cbE)C+a2>APJL#|n5Hko?VXb!C!6pb-*jM_k{rvf zBsFwN;*`qu6N$d{n7LBE(6(W4?F;^2ACx-~MMWttFH!48^KOC}pPWek~MTOjw{l>>?WCB8jJJiK9F8T;B7RVM26Q#&)?=;_wPXB zb`}vKojl7lVXMyeBGqe@2b-tUl}T^dr->!!s}7>(Wti|i(9Pg^2jA!4T76| z%P(A?%imxvX>7^r#cI9HrY%e{;49$H>@TYJE60o)XTt~8I@erYH5hYzYprxKGfaZ! z%zf**pWJXZj9g@907ODH=69S`k^Kg`+>jav49RbFMUYF`MY|=ZrKTAY-Va}pF`dbE zP6!zBqp55VdJv+LhV5bXMvoy6e^+mnI##pYqitedO{bedvV&Ud3u1johSkF`sKS5( z^%C(+=AlLV?0}e!^{&MPZ2G;Rxr6XackFd%ERONzh-_B`a)wmnq~kmP-#39Dm&uQE z4KE@wk9(>9+u$@y^%v(<4qaR0)-0B{+tXY|@CP%FyE_tXY5e`yE`_*`{<1w1GGay@ zdt@VLaQ@Ce%gBomM?8^vR(!#ps`l4qzkd}Kcdaf`1RAu7e3f9=+Vr^VLH8EtT36PW z4Ls^qNPEe8l1@CI`+?YR6Vqlmv3)yPne(|0F zNgSd^H)(UthOQeSkcM4Htrbrj_*cA)_QS*4b`u@pa5MF5l*+Aq{*F)9Z89b3rWy9< zzis_k3{hkg&$~vRhnLUSxzYiPeZ7a8Jk+y< z_>#>;2fLYS99DP5ymLYDGMuMLnzQ!o9AcV|HbU6&91>I%Y2*GKyc;h)>DouOYvU@=~o%tTCYAF&STQ?TNn1dC#A=LC-yj{0*hy(Y-mq{5ewB z-^Y=U-f?vL&;WeTSXMf$hv&kDwY)YX!MR2l`8sOsmgBBb^@^Y@FSo&D-ur)ESRG@{ zb*k2F5+W1y;`dr(Ri9*jPo?gUJV)GwFpgIju6!A_L?Ktq?KyK4&bQ$U!IMP8sL{5+ zH|{;Ne=28p^I{j*#cT41#K;SFCUHw#Q?;VSI>nq!Gy?vB5t%M-S%g)<%muKI%=$-74mjO|u8EOV}+<~-eaQoiAbT*)C!P(BK% zBX-a`>?GWHHJ;DRuk`orFhFl%H+Lp`%zM+@*w_^E-=5w|N;*CxZ`}54D~@3)xs3o1 zJ77)xyZF|c%8}w15|^%o{(X5|YG{Gr?BH5ruZrn^7v21_(Zkq}pFbJBne?10A1qtEx3EIEBPp}q; zv*jroHkbybm4>f#EYvo@?_YLF5-oC5tt0m&AbfENPN8oB7W2S_B}EzUk<|b`C+6i9 z^}9K_*~H7VUL&4AQJ?u0C!}*yrdj*%u5P3=ia&e2j=L=J>JE5+j^hyclJBCmQw$`V z?wI)G`6c`AhSop3OM52L;UT$po&R0Y=0ivQG6k8Lv7nkwyNYTPN3kxbTAy+E@@iR{ERu!-@A|pRX)Zg&ru+c}y_c zZ+(~J*O>oe;%751TRL6F6IjTVctwV+C~Isc{>8OdUE?jXn}=Q@h@1YR_G>?io*K5@ zq!2iacbOppTjDoZmm`@qLt|qn&&iKG&uiUw+z&RacAtodh~Rx3LXq!1LHZ6d>6P!O ztcle(-y6EmA*UGeM|x~A>^tw!!8BW5(+p+5V!N-syGF;@gSzrI{&Kj3;TObB)+m0@ z!#|Q?k3+m~`F}k;biH>kOvvl_n+9`;#4w6nlG41<7kj=fXtKg)HeEW3m8;tJ*Coj~ z=Z!2IH<}QRQ&+y~qT)v;r>LLi&pjG6l4y}^U({?Ac0)BDgeqiR!6R2xXS2@fq|#RZ zkzGTL{4_B!k?4Kwzx%mBrz)kgI4{p~G*2@v6}`DRi}I4B=uLd)vyJYIj*jP_7^@JN zqX`$N8;s9x`;$hvsU+(0E?QXKnOC_k*(`faz2I*8$XA@}$h&c!J~M6aqVsp-$`CIX z=PlSdJ_vMX)}LVUZSS_$Q;?|6Wp??seBYZ~Tr=5e%WuRhdc0)t{O*D4A49qNXSi;nm6etE zNl6Q|D+*foUcGv?S-XQ;O7ziF8D3nXb2vBs`TcELAcxB0ko+^K&`;p*jimh<#fB7P2X#8WV7MI+REx|(xyQ+p0CX3;+)cJ zci`;gVA4$~6d@-k*L8%&G3h;Pxg33M{NYf^=te@PQK|No_%GUu+^{q-8tffQ%8Cxk>qsA#x}EcMl^SMjZ;&lNfFjyT8`*9w0>IPsa zG8ZRn-QdfV>l0(GAbfodK?4Wj9f@O*a3GxTz`UpkB#mo6Fd4HmSM~c> zGoh2>k6<*XXJ-S?CTd&?LqhIKek2NKGYrkYMK5F}WHb9AJ<-F+u?`12i+h1OVsF0^<6nYip@NlQyN9IxayzPnmeQ&X{% zRvnLU^KASQ6ckTQWU?1eFu`((_RD@K7bo6Sw1bD%_Wt4P0c(Q(a2=JMxS)?~cl=Ij z%i8lRgVlDt3AR7o@fS_wA1c&u=#AxOD)<}}ra@41^qbb`eJfzl(%vqgDCE_j^gLHB|51F*d^^%-yOR#o zKd<6FF!hGtzI_{?BaJS-BlX?Y+j0p4;}a9d9U;`2@`*EGFd8n-HbLq13*J~fzsrQ1 z_%tfDNvaWq|0A@#a`4`*INm{q4asz`v=Ew2+C8lWH+CANbLt!4yyEKQ*i*uxTKNx- z?zb!*I;j0l4mSH@xov)Yd(~4sdNAvAQP^;fe~lu?a&2{$-+k9~a7z(A0LF(-E{-Q} zz&09GcE=|tYtAx<)&=ahI#g~hgHm3EYA_s8y_op5DN3DF%>r!GUoW{mE)|K86ppgo z>-arzNa|{#EUYP8L6q?j8Izlv%Vg2AR8ee`tw2vRYhJG)!AzvCrWPsqd1|ewFTL4K zln-&4>yVLax;dI!*NG)Z!F}$#O#RCHmZ4=38+NZrCjN@O^p#lnHau9_q@2&35X60Q zRO)5#@oiKH$=EfMV8;otkeH1-AH9%3ky+GEhgI{85tpL$5}8{EJ}IH@f=$rChyd8e zKVHLC4BswqjG@-8=;q&9CKPC$IQ7O8I$vHWCBtS^S73OMnl;gAFgdH%^yC`2k8W>j z_g!rH&fJkLJ>B(qHD6Rna4xZQoZE7-UTE$2Y37Qze+P?&yCu`=%y~UoUy5rw& zc}pdaRmZ*R9=7kqTY(fYx}8t)3fpMhaUsOwlwNtlx!L`S0pdqREgR0owO?wOLqG6e zokGwoXMsweAai98{~0a6e7a*W=@-QAZ#{|-`7}Qh1GJHdM%;M8UHskPUCDff)1{Ha zjCcl(xS~m4eB4~KiW}j1;p18OI^|T|!)wW!?ELd;B$&avrPaIEv{}X0NUjAK2LjZY&Hu5?ksB-x+WG z6XR|vo`hsHU-jX;$K*rXAxG`~jgE#m-O&kq85=oCK{MN$(0a6xGWeexGb874b3De~ zB>548zB{#ncjG6Y;yOx-<^O(${wX>jZD3c=Pc+gSagy{<=dy$Q*KWH0`j@LmNy5?d zMbL0FAZbEz!1A^&VgTP5_Dc4(9#*+R{=G2&V$n3sQw1?9Q4Z$aMfp`sc|5cbftRLYXjS-2VNx34FcNW0M=1rq3oM zOk>6{Sm)J8tFa}g4^p0Gd1!)7wzH(D+M%vJuZc zvCRzHKQU(Ds&j9fpq9%v3BC_K=VPRG3z1;Si}EM4z6XV>2_aQd8%^)Z1A7ZYtr;vv zho!ZgdF#8iwJsALc{YM-_4ZRYWxQ^d=Y&4bpr;H$>=|@64L#jX)h9CP#9nau_57;n zl3IOPXM^3(;FC1kzF*di>*CMpEO$B-@_1L)f0C;w#rfW30i}t7Ac26ce9y+Vu;|mH z&)A#dma!)#?-F(-Sv-b1<%NDy$3Cguw`Sx`NSz`9LD z-jVuwaN;c)*)u(vD$wjPtGLEN?w{636DqSnX)T{`JNqj_vPQ8#;m~)5n2>BJ*3Qx< z+qMb+@1@jZZ{iYyM7l)cPoMUZ@ip=L?S`Hb)}@)`x$@VsKefz^1~CbQd-}-g+jiUP zX7RVc7)>M~oc89f^OGIC)kW!fA+Fbm_$EM+hHEc0AyNz(cj^ZNXV>nC4) zf~6AifcndqLO{v-UXV64oBG zY{{p1!dl`^+RSZchuJv=7{Gw$qf%YcIG55XsRU(sEsFXns+Xi*|6=NWw9LR{Mw5&b z9XPW*&)wGxSP@*>(bN$-4mPy*Sn_rl(2h>RyF?E76w zN1dB&3YK>VhvGaGf>x(O5T&MO6zK$GySl5*j_AZEOVwhzo?W+oBfCSe>j*Bp5KWo9 zUJ89u^E{qi$^v1d7@jlVbI4SymR0}gC3vk$Igof)(f7Z8i$)Ec@V}F`cn`Kod}2cL z1=&$8B5acJ=N>|G=QtqR)lcwq>C-yZPWl1|$#$~zn4>G((a`UWP7GYwXACUWgxFg;--+-I0Zc98ed*URma&z>| zmG1+%Y1G+0Wtx1uu^%LxW}PL+bpHB*5!N}|lj&`4QbbcxR)U-T8tCA^m(o|HSbueZ zm4s>CzTrf08%uC0LTP`oE#oXyf{UeYH;L54GW+|pA~AW5PUo;Fr(m@yiIl;cU>>!i z5OgB;WESkU2%B5XIZZM+3cUD|vJu~nF1KFr5^L+_W-L5$Px+>F80j#NN0kxxEB17U zVV(RPxNXh0#9;rE1J`f?WDgI~*gfzL@A?UZqU&h3-*zVWuve#%eiZ3?J~Po>(9+%h zi^UZbbT8;KKBsHzfFG0*xgix;6u-$pJ&61^RF1a2qn7mC< zoj11&e$S6$RYd7z`t;m(?gz&G6(hU0&1)I_cu3%Q;C7Zc{qYx1g0GzwzSA2a&uhez zkf53fYErCheBg_TG>Pf2#y_R8G8X1XiF?l58P5W2Bf|>)+%z6EX5omn_n`?rbZ>Yo zkndb%D1@-y1cO4XSf*jxNAVt+C(0-)M1%BQY;gOCHS6?Ug;CtZGp3*|9 zK!3+AP3P$7NK;djlN0%DD2K%@yq#D=-HIE9UH8D>P%$Y_i|Tks>NKo4)%{3siAk{B z{q^vOp_$Uh7PKl!;f~^i*TJ)Q<8<{9HHu0d)J9wT`{%P4=iFY$ySJa6+M?okLGqVZ zU~OYaWz`9GNPhBM1tFC63{>FDc30jkn!g9XQgfIte~K_f6ffGl?l1{ooA8;ORo!7M zbx45HO~Kx(CC&^N(54Jn9V(+$#7@!$t;ODOUX33u1XgoOH+jh8?|zO&R<;lS40m+C9k*uAee_}1NF zBan-twnYhK7Oow=m2+5Rrv#MW2KTOch>X-q`x4pBrAhm!2bDZO->fxW&-52qslR*` zZ+CU9udOZPC_+z9FRf;GZ%qG&Uw+@xSb)I9Y8Wl$?WYSe6NE}EEibQ`#`QDTJKm@= z&NV{toRrKjbiT8XFA_jwPect4O&{g9TO|zZL$|&DQWmV9u7Ow~+4X?s8^g z@cpNcgoNrx_>Gs)c@BIc(7w`#+{RXnD!d9pwJ5oULei0 zX*hFsbaV`~IoqGK0r`ltgM-Cha4WVOLj7FJAyJvcUj8!M$io9ALF?1kbsooq`H9Sv z`>lzS%{Dcv9|vvjvsMbYXV>(}{XE}Unm9{jofOwAK+l>`&&)SY|xDJHQ3J3S) z8{wS@ojcvwIf*W^oQw}7_Ink_IALYsoqgSCwgFu|-72<6ImySw$>}uL;;)=3N2_0Y zI0{ZifYc57fOl|(eD#QS>&8_&6t|qt6Ja>p^_{CN=aW3f33sbn&R)ie)(BSq97NGB zw7>0q7OI}7C^JvH;*t8>O?;Rv<2v#7Ic>wOBOCC4yXjl}oaEhW$8s^QFPb*`xbm#r zNzLAV+heotpp{skfT(=xwrP7XxwyFaM?7-#z2HaQl7q<0_>22;hxNz|z2nEI)mRSs zW45X<7lYQfSu0CjBv19uwTxH?qgeGyx4T6eNP0c_GkaDYPKKgF5Yq#46jha#rC|sI zZ^`XT^M^M2L5VxnIC`N=^&!V~r=bE--X6A%=_OI`H}&L?>X(hC4h_8Dxi=3xNXDGF z2PVd!zR0S`iI?7XDV&Yjf3%&&PcZKUdekiSMiv$pmX@BozX#MdHFVX`d)?u2K{rYs zaBhUImVUC@&R(I^l$8ympOGhXrW(iW1}dY5Z>PBpGn|t zL1e^)gd=m>4WJ72v+*71$Zx7`ehmvN@qU-OLiU5uGx_z(x$R|m!rSzZZ?C&F_^_@M zVL56^=KuJm=g!7&bHo&_(=&Z*>?9tUR6ZLwK|?g=Rmt}Gw04_v>ix-H(Qo^p*_E^B zFD@;PIek>1KV7ew1yvpoa4KnWY;0si7G&8ipYHnm=i8*`bgm+s92gTz_P?;kz?Vq# zcVt`IOp?kr1n5a>2lR^~XpZJcEN*|~XJ}R7K32@G^j&eOxXOLjkr4-u{|rv})+&EH z&pOf3)dg9zjj{3QsT5bNpyTiUDu<=fv9StwHd$2a-oYR`_lE3`S&Be{p~90J{Z1iO z5tQs6M^6K5SSrzevISL%>F*{Vd^Fhs`JJT}xn|+_8&hES4MKJrlk#cvef7)WcB)reP;xjT|Zv_c9W=7Ps~bi`JQ0I zU|sguOO#jV=+L>EeY&tqPOxic_^pTW&sz(`AIBx4TEa(4y(RMAenCh*cNYP#^*)%9 zrM|?A)xrk3uTL8L`}=2R>dVV}3HwQ75fzjK&zf(JYTD}SEMyZ-d%g+&NfTLHBbb%_ zhHRNt^H0Wl&1OQ{4L=g(m4({8ELNu6YaACUpPdN>5EKm3rlwhCWqY9HSMRtyxX>My z$m@`i-{o|(w})C%7}jLb&%k2_ty7T@CPe#?9wbvlFg0LBy%Dr3m02j6RRJc@bfe0NMMt_gSM z_@xB?!cL72V{ppb^n3V8ys-8ZBHn72JUNmOc&vh4vb}}*1 zh*#sDM-L-OTt0>Q7?YHTVoejMD~Rz)^=Z~{$6GyJ*e$ic=!?ETJ8VCZzekX?lG^cK5}66`Z@^C9B`!CtYnCdENZUDIp~gb>H5pNNzD@Kzc+t3xqO97Ed~s+ zu0^T4ox3tV<_Rn8WV`UJ|30@Vx?Fv8C*v&wG}v^kX3}ngojA^-qHf(GXku(frx@$p z9DOU)k)2i25I@-7Sd$&~kgVRLarB)N%R>=rc}CqJ=D1QOQTK$g6tkLrlB-QX<7V9X z+Rzxiq&UiqXn4KUD#Q24rpmrRcT594sy&(GTQzMNtMyhTHq0unxRx_ZT~%;@x}8MmpE}qUwob5>-O?BJ{p(ef43FiB||spGkfPPT6o) zDC_A{lPQMx{f?yIsITqn?qMnVCgq}b?GeaBO9cWtvOPz|%WsZ;wy2!p2FKA>g?%DM zh6}603~C$IkB@97EUzG2-DcVxhBIIvYqGEVjiBk}oUF141L~BzG_3v49(bl@2K2;A z{n`8W6D35j5tc$d{RkV9M4cx|1++9q6FOIfwQpYYc292?ndWdWD?DBp}d&5+G{F`0CSDKT!PhD?wqI*>~}bVEpB!szv== z0kCeI_El*R_uafG-JWB7m6<{GsUdcZHw;yUH}EibFGirwBU3E}aY(9dW7iXu`P%yL~T!mWEAc8vm;GpRk1XSJf;5 zN53*2xcPo{_{ewSbFTiQm}x6`t@K`FRoweQk1blEY@@s5r|+9qKE+9GJA>|i9loZm z0FTRb-LRO60ciiZjnCvR+r_widVN9OAlMNdC1()0U--Q2pNF+tf)8}$#{A8-67Wa0I-;I-J#_#WQZNDnq%!{j{@5B@*s~HfXePE@`XjM#=0I@5DIJ*hje- zdp_q}PgKf>9G9aI15Lont}wUm+Si+e(Ye#owOGU1dd!_mHw41ELA@Eg+wMK1-?>L! zpS_~ZpP{B4g@+;MIdyx!2CmhhjUQVMzGc_h&g+$GTvP-I{sUZz${h&kQ z9UAR@QO8-78NbKa#IEtCfU$t+gYlM43sDu$A~=D{T6Kr}#I_~8F4@NBwmT@Qg7YUL z@n=9>=V;*{Jq=AuiJ$cx_!lG;f<2VXEWHW4#Gtq1i@>Ah60meSwpLiucxDpgtir-2 z=|hJ{0(1RR7~f{4l-Da!<=hRxe)P180&DmZ7`j`Xso`@m=RLnGuq(jPp)(mF5SZU2 zKvkQEZjSJRj_>a^om=8d`P1^m+v&nDy=nXBN2R+;p7Sy``-9TAO}VeacA=iEY)5JU z-@rFnte%OFnQGOuL2SvB6tI31=$RiPH)z8p4x++)cQ-0fnc^o0@>sBSKYex=S&X5@F{aC4D}*CV=z0}BF4 zzn=kxe@m!erXd<$C;MY{GhN9H2PO>a>ss`Sikd;TNvV{|B74|mw+~vB7<*wbQ&1ba z(JFx3iSBmM;9B@RPTEl@qKN}by8YK)TodsqzLTmu^&%dbI*0>%Lj<(f-v#>GS!Nj( zBnMh5Z;vNous`&`+tO`%fz0ha&Y9vcMD3E504QaQ%z{f050R$H5r|BY9rtf&Ba(Xi zpsZFI8(9BM;8YemBrW;XujsFBjeIC)xI|5w$7VlDYzp?YcLpC_shO7?SNhiF0M*FBjU`B0Q8(rrCiL6a2z(?+^S#x zx_k>3bHy!9K}!p2zJMN!e1d@6M5$TB`LV^zmp=_RRh5e z>_LSq=F9iWOC4I~JiTb}IqR^5Q>l>mjf{*yufzvz2W7WAW@gSSX1&Sy9Dn~PGISHr zJ8{X&%ZuZ-Nk~rql_nXMAs5e=KJby!`}gYVB#L|_5dlBPjY2g4~paIXpo%yRfhUw7tGO6fy3N5j&P$pNc{coF46fR?69%H*acdYp0A? zR#reyKV}CM4!CqSyN7qZQEkoKgmBtCB6HCXbGW4eE$4dVxzP&0X>|h zm?|Nss-jZrq#ug7LB#BOFzo^k;#Yt!b-s3mUY$E9H}^r2d=5$=C+nV9=|Q~!Qsze# zwc-#Nj011`6V*clQ`1VfokgOt_LdfzuTNeb?=JU9rmH(7}gJfR+cUB0!}O_9j?bLPD5=m!JP&bM^w9 z>t!kE>*+ZKXV9M=|4uzUJuTmmt_F=`IZ%4o{qyJAwQE1^tDK#ksS&|6*}K0lb0GjN zm5Xb<_mgN&&Wr>r>nHqbPE>&m4)zAU+Gj`TFz2>aEui)iP?^~N>asawwaUfI%Zn6BWgHHq zO|8Ho{c3lU*%h4oyJ#WE{w0Y8<6~lBk@Y!7KpT3H1)Ya$Ry$^gg(<755>}lbZq0+{ zA`uZ0i}mKx61PFiCooe^$x8+%CI>6Ig?cs4pkH zYisKOCdnrw-K7_A&=q{%r-$GS%T$9;L;hqI9rDVftvJJw?Jz|5I4Jn5o_&VFbl(XW zJP>pr?&vTDhfF#UZ}3#d%ZqC3N)m^HV-0Ea$#q+db5B|DgDGh2^#7o!00%4XS^UhI=sP2lW1++|}* zv&8rog}{#=KU~4Y4>g@ZQ8CBjew1(3EC9M1q>;N&XJ!lX+5&Kknmh z8AM}QyU<0K|6cT4N5fnGMuH>qx-yFRV-xld!%HxZ`ylwKE`?|eenY>A^ZaJb>%qeH z9vjvRwJAoRjeJ5W(|eLU4|l(lJ=5^(mtaBv{DdG@f3G&5uH<3f7S3#GsMd%eF--UX zL?%TiiuHqD_9szM*Nbrhp4#3}bI< zsQE8`*2e8(r;G=3FZ=_bD>R`iIFR7{v^%G@!i-J6yqab_=1+pL7f8Q$;H+w_f!Ms# z`r|ct7IN?`5sL#CsP@jQt1>?`<^l35=?j*@{1lx zbL$qUf=}{9zb$E}lU@efnj~BhWL3fuyo65RJ3L<^^5^SIyWq@$g}a$Bm;#h(Fm_Rc z%z=VPCYovk92W@8eJ|yM3xlbG-Azi0z{F-0%dDYq>p56sBzz+fuq5(-ZUwfzFZaLx zHtXak{hGSleif#07kZ!$>ST>=@alyj`ZPSQWT?|0Y+=Dvu7ZhX-0pyVN`x>ki>RYO!2aFFK#bh`2*#s0e-d%=eK@GQbF!zs+X8m|B-*X$Uo}P)8^0Wm` zL3!M+Kv#Aa+0Wl}EZQcG9-|Y@{ADu!xA9;}=HOAo6A%Mcs)D54^ptg+PYPcowOj?R zaRS$*`clEifcKdhbEgKD~a#((FG1bj|cZ|e8m0ChEwr(q;O%*mGIFjMk>>>}smf?pf?;HatjkUfL& z{L3&FsPW+MMiVLFU3Dm|C+@^M*?Nx-2@^hnrqO@`oG+A?r;xn5S}Cu+1&&-Pbv0jt zWkGoa?V_TkcSNZP4SC*teHm}kHR!4vkSq)+$alNBUaB<}^9=3Js&|3cC5z@B0}43@6J6M_VH4Z+>r-QAr)a0_k;9se21VYM0;J8vasxF~3OSc<&-Pg`8kCSG`3b5J2Ky z#l^w7ozr)~Cm^^zTVG#TX!_9Udo)+!b=(fd<2DJ;s&Y=w5@6eki;7bTtZ{?nfTU>^ z+-9K1_gBRQVA#w(FBpj|0b_t@UwU&!2B>XBD37XZk)6hoI8EM&qY zG&FR8obvE9(a!F!p1!^%$I!?KR;Wa#XC+K=UST}GS^QChml3KEWI_l~s}2qhM*2yj z`^Aae0s(~uK5m)@5V~4g9w*b?1fmfT5%TW1C=HtpgZjfVB(*cE)lf<)RCYSRpnQ+$E83xry3! zi~Ei;GBaCOvSJke0y$i2V%4AdCmijqZD2o*b#)xq(R^g=>@GV)iBwcnMQnc07t$gk zKl8cOm%W49g>(f|1n)iNo%n&x0AP%UC8{uYngK1OnJgheA`Ta&mHE;o;<+3SM4brlzL! z^kr~t@bK^j)U$`}E%DOu-#C9P3@Q`d=pJDvN3)eea&BJC4huo}>9`i${9sP@`xCjq z61G2F-hjxiSRr-lkfSXK&_#gA?qLYBxSS#cAF!LeTHIz#1efV=3U|;tRBBBn?^??%6=skS~ugA=< zub%{Xw40G%Lvo-zB;=E?zLyvIPDlwa%IU1B(+i5R@mGi8KtxQzu|9Ana>A7VP?e}? z!Lk*#ilae({63Ks%sx;cuW;C-Zk}4c8g5gIpA@I=a3z*!oG>9@ z=0u4mr|Ja&x4Fkw#olP>!BN?&qUvT76`Vofy5;9D2M#^+{8PQzeueqPX-u*}Aaua9 zxRL_4OVBt<&>%Itj^p^ZowDzC|KmRj5j_%A_2~8C>4(YX4b@a5!~XAgi;*@QG@lwo z+MTLd`^Ei`JUjD$e#-SHv%ZjyeNGD8C=tc{~d`hT^exKmG!+?=#Am*u7{a^s2hM3b_OK8 z@|IU1=n!JB82g#PZmeB(NB~Yb3|P{!-N{n@!LT7DP|_;>2y*|IRpU#PjtdIn?axEf zv89TRg5LdJ_upx%dnAnGMl9m=ln44uh2dtYmrOOh`j3}P0;*I$y@#ujtg77=|0rKx z?357@@c?m%eDUSJ*yj#!WgQ&Lv1%Dn!6DDrUn*aAphTdiIhEnZ$j?n%qvDbp0|*4D z#HkrcM+ zjT^npN?VK}5RI3?jfg-&)31tp=4ZmNLZ!GaNJ=$d)+9w*R&v&7{(&VP|B>f&Kdweu z?td30z{8chL*nIBq;?3G%aN#w|99EpuB?K!i%ckwiM2OpC;n?iEYW~d)tjJtV%)WQ z5;=$j$*FxYE{f=TH?l3{j;RYi#I>u2EOeS9WJn7jc*#p&4)B9WLi4g_&1e2`20>K{ z8{&!swl8Ws_M?%Kvb=?|&S^$|EQW>!1hNY1I)&sOb$}1)P00{m`{*9#`QPpC-&L&_ z;kZ(1@?Iv#yzLF~uCM=}>#9zGE83av5Z3P6Qmebes4JMnJ`=1GpUOaeXV3w4W;N#;%i3UHCn^f~~b8`cq zeuF+cdor8mWlNOWLOF0XkYIYFY_jKz0fE?oM5C#-^#|}g;1bK1jwa%9+yDiG%`JY7 zjN+P_%YI@%4lXXLJAw(M=Ahx72ABT+-O2u^v*D|OxKBbz@%Rvte$wbSp%UFD)iNR8 z_rHT{EysyCZDv3+!JjA%($%`UI*Nyyj!97U0EFeGX49t^TSjuaw4`GfsO}bI>MWfW z#)f>+deNF((g3Z1Yb;1eYHMp>Qbl-7Dp!H%-SKSYOL}the0Aj|Um}mczg-lhX1@47@;=Yi(`)^vRYw+UDCPzTY4{`!&l>2FmEsbu@^E?Z6AUaz)>J z{{^%PkS0r?-hjNy_xYlqA|2EvaG2hwBqq)R8No{lpz*OH&L;P_=ZB*5yN@5+#MvJV z9%LbqIyp~IzRT~;W4o$~ijl3YUN$zR5?Vg`6c`>}UhzhUtF7GOy*8HU>Y}2r;A_MI zUMu9C@_cl7sHaJpErA=a-K%iL1$_Jhq0W0sjUfTtP!<5+L+H}~)v z3I>K_0LW>Z4d4=@>`k`q+Y;5&QBm!-->s1Y!Da;DRx>k?_w-P(u&~h3ggj_ZrT`A+ zRH|D|V%0if zV6d*Ot%ZFA;*}l~r||SlVLxBMWhVA}cH)bJzMYen=VoWjAvqQ`xVe40+o=b>f?N6P7X=$sDOZg%n!?<1lkc>zD;mCg#SHX zfsPR}GB9v(EyV~&^uW5Ph>tcJj-X7~Zn>x#5h!iMGbev8Xj|17j zz-v1D>C%SF0RYQA41y@+PrKHm6)5Atd-TxI(7ZuHLP~;RH}>! z3sZZquB$8isMUq~(KorFE={_Co1$XGs4q6@reQM^QT*kk-~vyrH=4g`^BWM7Q-_eY z!|`m{UqL)U-Ys9|ft8|qF(Zd+t?OWI9`uEPv>_D&@d2FB!dZbhEsLrR*2I?@ZqC&I z`e`u4C>^`wv4d$kJY<3#d^OQ1xxdV1@9#Gc+kEO{J0W6v|F<99RrRz!VX^cBx6f4r zQT4-rOaPQ=hx7kafi16ZwPky42~Z0G-*hic(5Qn5+(FU1lf5BO4@5f*x1jR!^)bmj z1YCij5|AW)H84`)#1;U*yy=Ni5d?yE@SZ!90*~7wDaYIBce3^e&YfHlM z(9mZ-?OfB=n_K?6JUm9v&>Cm*-#aK=;8LE^uWK&81Z&12(}7Wm2tW)kw=WskSr<>e z%M>}$4|#0BArXUDV!Rx<^fcMp=6ktHd|pB^4c=6BhdJyi5Quv`^Zg%B_D=&adWm*Ev`B?4 zt?m;-M5zDg+kjC1atMhbsze`Z^?#=fMrRbl?cY{Kby;INQ)of{pTIJl?4??jV&^}? zg{fR|{YK_T&MF54g7A|4UD7l+6`ko3Q$-s#+znOyPSA5e^tI7$ru)d2L^Z%`a>+IZ8?9U?CY)i?;ne5D-|MI>7PH}E0#sOufP(9sEXty1Dj{oQJ+3h40= z5oC~p#z`+{aO~+T?U~xi3KvJI+H?)MStBuUCiagTXe%#ikHUt<1kS|og(tyOhxIz#ZUjX-` z`HSuo9Rg7VhwOQpK1=8Kn1V%06Fu}x4PYEt$HTC&K7mxtkX!he#I!vM1Y$lwUP!~p z7#SAk?Bc=?nqbV9X%EiV*8|Pw&NzK!A`pguJT3TMoC#1UM2{IoDE|$R0%iN$E`rKx zB)It^BaxAjK~cNSY%ne`FtFj25=&O-AN|UgUW?0p8?#)#W#Cc)jbpWE@2V5@(E%QB zX<^}ghxY?$#sef>p!5h(0N+11^Pps0u|{8CU=dO)tiJdpD{siqAP5C%2V9e)v@`;g z;P}ix6NkBRadE`H_qjlmQdwD9u{O+I@yz?y!ug#g2&wYqG!UksOsaLrx_U6}#QvJq zr9(2mfX)|~)Jk}7-`47sYYBIat&Fp?7_-wGcY+Y&dw+2TPLu0_nurMGL`#Gklr0gy z@hnUe43J~B(;uM1WY_5%~?waKFE z-dxIHgSI07K*b-Z3Nr*eE+^08zC3O^Hn}=y!u%+vJd=>AeAItqAo4d2Q0?mUUu7DZ zng$3=kqwY*-anmnf;D^wj4eQ96MS54@w@;fwZdfu9nX%sKH(a)Gu#tLP#gaFQv@`$ zQL1WeEMA4)54^s11x+))1qDSB3;P1@5D^hk#afOY&7~6Udau0q#m6IU-?iU$M;osu zU|(2GLy7d(jZl2Q0f`2PbBMu&r7Hkh0_q}%e}2x%0r*Dyhhe+p?{3Ldm%XvVq9P&B zTF`I>gh^2ZoQL4k(Oxo6V()E70(zc|f9K{PlaY~i|GMa(qEb~=eOYUDosiy?XlcU* z3Uef276Tw+2sTp>U+(GcRZQoy11dht@vOor84wtFcnhshPsb1MT$=F^D%qckU!j?p zm=uA1H5-Tl`!!)h0Zx1K{r&y8@V^yMz^Q<#0$rg>lTuQ6fSnru3d-bj3v<^8{g{*! zlaiR;H%$x->;rw^YP;7RfIr;1mjKxbn6qj%^vjWCXTJ(S71{@iBw)F~W}mpP`rbM` zpZ`L=xw)xZegl#$WfHWWzP`0iKjCBa?V*AK3XKi$(f|23K}HrULxPrbm>)DeI0z2_ z9AsohCZ?iQoPD&m+Bz9YNl6V24I?8X2?^+jGm`5*8yIIO3D&?*>}SO{Pws6zKfK%>iZuAUA~$hgo`IVklz zwBO97u$sc65b}U?R!VoQSLt-`EySy_58#1l;lH1O{0@ZlBWaw&6BCZBEpFQt60L3% z7`#gN05Af=+tIdKSY!eYmt6(#8f%8jzmI@c35SHoVmX$9{Fdt&)XCP?e7ghTx0%5i zngZzH67mcpg(u*h4esf?x^kqCzT^%-tQ9RVC9>@xf$|oI*|7ZcM>BKtQSf5t8(qG> zzOKu#(WMm?f=-(~gYnelWMtkxKC(Y>JPHO=l)C{ix%;cMy1Kf+VHs%I0G6q0o9=sg zaUn`%O$A!~JXUPuwe~htZDalbrUUSYIs({t;2=Z^OgY*y2J<>@KnBU_>FLXpRoQ`B zemm9z)Po3weV>7LRX>AKPC3l>pr!^eC_x zAdl>|s9pCws(5id4Gj$sH^5tg81fYZ)2bes2sG{~l!2|#t1krz7+~EMui~_W z=rTOE$8QsdUgT*Vno)- zKo%+)jsrTUje`?0ji*7%&;JBydQZ0}%gnW46##IB)A%x(oSYnhkO4C*12Or-O=@Z? zh^e!=>+zvs9wyEjq z^bco8NAgjdAlnLAvPwhpC}12QwgNi^PFHnp?XMswSAf&S2&8d45dB3X7y!Ix0Dps8 z<>(I%c6M@YB9KpMmF1A<<>$*1#hx-|kAqFJQkRt-jH8qXc3$UxqK7m+iGh#r0p+}pm+gVr7yKT~a?o!uktbuCaGU)E2+3-Gm6*|zc2 z%0vJ{q|Wxf4%1a-~Ye3Kll++ z?5_R4c0+vWKlsx45d8TEZr1;!rQ=I~?Eh_u`2Y0k{ol^h{~s+KcQWOpTxFdz_x{m2 zzeaj|V#S?6vovAOeT9z3N2)^T_*8R7co$Mm#%l~MQHKCM*va6qa)j#Q;zjhd_u+xQ z_uux9L}Cx``gS5Ozdt)q+QhPc53O3y(K&zq_>F(~cjEW&k+}2H^gjA|>&(J0;m7-> z&m38D(W))~j{O=QIExJ*v;V9L|9gBA{=+-p(((7;gRe*1zx(13H%A{#@Bg9wd+PK} z6d)=rOcC{osO#(qm?CbEzL~u=J!$LsOHlA=Wj^wwg}8p6PR*kr<51fmy7>r=R&WUK z?G#O!sNB`0JKZx&MPad;U-^=xo`+KG=1r?xN0anAS#Qnm1GbBT>0ZvZ&hKi^r^AD4 zb#`lkN4obQuQMeSCJQPf;+&{`;K0CVaMLad#Q<(1=dV z9NnfCof$?eU=#VSrQrUNAewjiUUun#b(o=(^hTPox{Y;twH}V)%)VCCMl#;ZWr30P zSj}`)D>^eGSj}Rgu+OC89*Z!huBI?ax=JsI!xJZa=J|W;K}qTe7NxI>)UH9r$8|Z~ zXs9Qcqmg>Wuy4`hzxXS#|FQh#Gs${aNoO(l$BO+gejB^`Eb5i_H3#m<^xi&MB%U&o z(~Pve3F13E9jm2 zF#M8>=3ykTq`f#5ieYa(T0J|JzwPLGsGxOW(5qZa{`@OqC(=|k2Ik^M=b%U1(r0E@ z6G1d~?~QxdY?`7=xbpl8u4zQ=vp*>ga&@on*iKpS#G*X8tzeXyw`jjt`PE5+NvL$W z&*fZL&x~GG=tH=6Z|pyUqu3z;XPUZ?eIm@uqMZI3YGaF$&gIN(`O3zGIDqwzi8w`n zcEv=^S{c46HkgXrr1)dTG@9el2nAR14+bhmUim!O<%)OlhatZzjQf3&DaaJ~ygyT| zM}3NjiRt>!J8h3o*o4WlR|bzkN6C;=D6Bi?04>5pmU)&DuwH zhQ=YfB-=QjM(P}}s?&G4vrb7ND^o~Pzan^ucQU4TtR?;TCmNhM(giWMGGYG)QRT(i zhiV@uOB6;aTfSwzaHVcBiwaH2P%pAxmJMHfC>he!N1VGK;-y_-tCuuUF|wp3;%JUH z$2M{+Mc?sO{Qr=1_s@)MZngI$5>k7SoTTb~$8>S0;&<04aC_g#Z|1<_H*mqI_TH7& zer@B7E~r9g>0YSzr1t1j?v5i4V{aWr?zXM`7V5>rB}Y__WYcw1Qir5om&}T3`(3%D zEo(Q=Z_y!fHu@wEv$L7ZrrLWtXmW)**H=+_#C=v`xUr`kms3G?DVUZ;7ds5FR`hsm z5`5jQKjb&RBFMcDI1x(NI_I9rxVnvjBZsyZH$FcktDb<_`u78`U4~Hz57%-lieI@` z?r14GQ8_=0xH2#a*MvINZSw~vE9O7pIvT}l`F}bwuwfCh^w(n0rb%RIho&nT)g7X# z^%3$*PSL%;+^+Y|#76vjvx~mzMiNKhPyJ}r84xm*GdKcXN(}iiXJ{s*!22#&( zuMrHKW+vuMeYE8HXhaX4l0|H0y?WG-U1HSYcp}9Y%vB*!x`~){x4la@Ln7 zSH#A$7|V&q2l~iqcFg$$)>g&7Xrg2g7E~RoL1HVGov2km{Q}~_YP$L1ZrDf*-5y4A zV3h}j#{Ruwe3-WOK2vq(o5bcKU)*`gOkHOS`vc`fc@%%_f(e>C(i@IzjWkYTHE-jK zN5fkmx*2mPDJy}iHs5L#)^fD)o#WAMvNue+qnlJx1o}*dNEOzZ?V-yY@}{f3i0Dr% z%||A;SGGM8p>Ga^3$wV8+HjJ4!*GrFMa62PB%@-nQlrnD%dqBfcvnxt*RTvo2Pn6QCcmm3aUn5qSV8Um`)19Yt0mU zB~B{OC&*}Dj<%`amrVJd-pc-0!>*2Q0Ul@32bP~{apM(^$6|6lRa-%a!B}#~e>18V z!RzSW#J^@zQ=qWV?byn8f-MXDB;IqSNO7h>WgOGbD*8qr+bZRVuf*8%n-hgv*X4Rl zive7226VAgH+#(_MaR2gOyz!#JJMN|2ND?iI&p-*(^Y-BGfl~x6&J~N#Smgb@78|! zOW$BNOiL)$I^Ky#^J@dTLzzMsS>=aT9x%Wg~`#hYsa1lFAf|uvA$WsWM zXlgWf#43g@3D*`d3x}U*j9H+Z=}}0Q5^c@0;Fryv5T;`hx^iofKX93dH?HftAMdka zye+LO7%ax>XR2s7MoqkJW5RdYy4DOGJ0ZuN9-yy-H`Bk;tTGaF?M5>iEpHL~R*v&4 zUl;b&S)oArAk-ktJ0-{XujV`drnl%s%ovYv3Kp4mK?VQE-BZQWFHoL&ju#6IT_>x!=l_|vi3hdTJ2^>FiV zP4=-Gaq6Zn+X0~jcsNT@QI`+zQa6##p3*D zF4-r8tO$V-Ios3}Maeym&}P_mF$Bd%LOp{Ej5c*+)%O^i#6OJjX^Hi$MAYjhV&@;k zevNehUT73z6*GXBq?J+=mmXFt5=RQ$#k_3Q5D5Ntr1zlL#(Z45iC+8H=}|F$>++9e z0yax!ZG^{Nvx*rkj((JUP2lL;uu512Z1U4FldTXUtE4qO6{j9VScR-98~Ftc;vM>qlCd@10Z- zg=blk$^XcdDZqwQ$&?x~QNTVhYb&V2G2&{qGm__IF_c?an}g|Bi<@)pYR&5BNACX9 zRCIZ7BbR}*WZ!At=`w%{Mx=C9q{q~&|5dcCC&R`2U)<^~-qJT6%Fp3R)A60vcs4QJ zh9x&B9%h1b_|ro2_1$04>~3ug;b)O`$BvThGP!j<2Vw|cKSBCNq^nVqP`qr6bT{r% zdR1Tl6m9NFdCpHs;%UUu8VwV*`g$>L*qg%od9<}Z3&r7zChP7d*Y`98C6&N5i#}xw zFM?SV*Zm>QEp@!+fkC0rwnIcVS=dHl+sIVqbM7OYcdU3{uTD>Un0e1vm=4Y_iOX|2 z-Ep|4n<76&X{qWKLLQL3O?jHOR1DJgK12DPq1Jk)P-ltIh-Y2lSy-tePmXqsGuE32 z-cHn<3iPVhva%}iTmz-R@Y2;1ob!!Sl^ZWQ!bi0N zD(=>AkYE*Vu>p4IPrPBuX~8%xez6J%>QG2}U3>J3#&UWJiUzF>Rh55M-cT0kXW)=66sR{B=h{%#QrGP(JWk)}l(v zaf_V$p*x3DAy|q{BB>H$cN=*pWM&y#U%5_}z4QjB(Jo7ThlX59jwa+Y*<&s;6nbPz z8ac(p?i*}afPN7#g>^Rg<5~%SX#9%Uece^ecd9aw_fv4XCQqKgd2zx-VTX5H#Wl@Z z$p4W+Rj?@bcyRP0O%X*Z{;!eR_x5|8bT+{uua(QSwZZpvX1W@iEX>?Xs7ozD_u*WQ z0{ljQ^1k_=(Eo-*Hc;)~?SFzbe)yxWS8hzuNh)igRq(st^xMAp)1MzFC+RiGFl{m>^qEuHOoq^gf3{k9wn?#meL4nzS51XxWXX)`_#(qX+QcTq`!uzR z`xDox=(XZM@E1faU$WI9VGg#(=^j?b8Vr+Bt7MCl7byLC+f=jq>m-p1b>x_^xDkGQ z;Zgd1slzqr3&(8Vex)Gk{VtY!^$^fpRdi*CgCI*u(0UViHFrJoj~y`W~2hvXd(0os z9DycHvv-Zvy9!y>`!j(PCyMD(>OW`yEpim9=U~*5LN{CH`RBOZR5m-Jr0XJWAuIdh z-b9T{EQM1@fQbH)j1(0|(%QW8m`O(8##OB_O6S%4-<4(~v-n{Jw8iapITsC{xXQ}L z1f#brCw6+7N(+V*qeZ#dV{Y^Iimb|$Umr>&D&f~xmKST^+~vI+9`Dh4uqmB)A@mnh zX-~%%r&%+nlc>G7D*Ypv-0M|ruJcO#$G$#76ISqNMjWS6Nj--Zr5d;MvuL(oOo-XS1};&Lrc=U*Eqrpu@`JDnD&g4f>eHuAe>J4S6h&l{ zk;7-F+#~H+#(8|}LX(=~F-`wGn;RM5dBRb2yspO^ao|8X`RP5`Ux^8VE_|Wo>9k<2 zo8eoly%L>*S%F|7OX0d|jvoprnw{Z+s9#`8N(6CfwKxzLz@E`;6f< z_B6oC1ADV?$v%O`ktFMB*Xi;xC1t73V^6;?w{V+PoSruOPlxboFzxBl@>EBheN5%3 zK};Qk?8zrdF<0XzMyyyjq*bXRf;!*Po0!=A$KpW*`6&O!CX6=BU$gK{ld{f6-%R0$ z3!OacYTXR$%QIda>+<2wqyOM;uK7F zCB5Zh6Qv`7f?~3&fbvx84|t8MKu!8>_U)DKvMq~GYED^* zf5^7G7sV#t&;2e~43Z*Oi2Mk3S^p-*PP7A`*=?x@}$` z>`ruQEXieI*7Wc#r^~k=e;X_yQbAV3W|FYBco5HH9DH%mHz?3VUwZ7p@DLte z{YepfD6q?0DVh>Sv5#0^E41mo-W#4M9@YStn^=TK*DUGOlNhXX;#&t_5|X;GcZwOZ z2zr%d4;4?Am||}|bUbbgwKc=A_b70qYcbIX^m<*31goG@P$shvJv&9a3v4XJ65mcM zksuJePs%P>;`ft5v(~TXN4Z^Aazs0K)F5S}m> zGwO%DrUWe1_C&OjN?Zu%p z_6N0m&r%UMZtrOqCrKZYj27EixT9|t{B;+vljj;s?=jMt!z>rrf zDzY~Hbc-pLIU0NXql%I|Ww+Yx=oP}xi=uJj??@_Jq@X>z24YrahS;hFfkqNSr z&Ak6qf#w3Y%1H(*sQ-SPi z+n`>dtS`wKUnIx7Jmb!Iuo0)&WXzeBlV^)a9JSJIiwc`?J7t3LJ4Wj@N{R9Zmf>wC zXg(NGEaHFlM1p~43V&A`+#riYGE1A%eX2Nn!7<8Eep5W`LNP7&<yp8^Z>H~^<@qF<9f||@Ekgvf-6Fi!lk?!kp3-?z94=0Y%ak8YJ~P2#pkS1+Rfd)U zG->CSD`oZwW^1{+xyoExH14akDpa1-(FR;fGmru(UKYF&OPB9fp#9i5V>@Tlv0^!y z^IHNR^Q5Cv9PuMbI9xotqhdfYF3fi}B}sBGX=~$r-wmJl4G}{T>*Xlk zrOBs=HQRI+az@;&PprMuxXE$E{@cbPCP2dNjg7Vbl+f0jdTA_6*&2c1FFS}2XQhl= zrg-?N*otu;bzx#z@?Al2K+ySC9mkFlWAvM*CQo!T8%F=WNh<~?A>&yia8uORo=I6+ViQfc0JL} z`j%q2muEZ7e&o1#{cbruk5$nt{PJC=Vn?seRtsm66orAQ@#ac?#0~>OeW@BdjrD3= zm0}ET%Tg%&j{e7h2B9R3KL(_Mb6?Hh!46*hsIR}My;UAUrR~Yh;f%ZK(@GQG3>cTc zMn75X|I-i(M-MmK#4%$8)eS}4x@7Sx`SnLzf!CMq47TV6m#{;kQ7g2Kw$tjG&a+c> z2VRA4)NQI?1vp9#dg*hx29~8n79>R+x%m0j>mk$u*y0Iv;v7|*(CbD+Xfc@mazebF zaxR%_7fg~cZ4`7ZSgbVW@M=XHs~`6)y;KE=*(03~Zv)kO#Z=n9X^9$}b2~ zPmGilTQZ|oynmWE;!a^eVaI*-2JX8x!D=ZioncjzO#PwbrH>=@y+Qe<6Ltfv((6U~ zr_nmpXuUMPt`6D>Qm8Y1Bf(szO?8rg?h$6|c(|0JTBbbG+p$ zAyRS+?|BFhQhynh1=WkmIJ-FfUd&K^mUce@)u~w4UTQN>Q$t;S9L55$1K}L z(5WzOh;UtNZ#DK22oh|~!eB5LCuG-(#p+2kACB|J=sLPGUxll(Nw8KJhgNAPH1NS! zpxI{@&Dv8Fu?TBQ^X#s^lQ$I#oLPLdh_2gu&dWueJNh*$)JJi(Oe?!U#z|~PE@bu< zt4Y6iX_l36q5PK|!y>YgZQit_gwvb=g%YkulSf82^1Iv6in#G*#AJwV?NWR?q9J;q z7(a1BMo4mOi`F|9N}~+ZvfRQghq3n|f6bNqi50GiQ%F0E)?YC#$zG?&BF!hozrvmC zokMD1*GdqOMta+TpoNL}ijVVJNR)wB7_G4fy3v}9doEYe29ZbhplM1q5E?t7ge|G3 z7qv~KnnYEYI~XT6NbGAa-I`|z+qH^i(Vyd@NUzfXcIBp63c_cyiQR={#nPUuot``0 z=litctB&8Di~8}k_(H0MeD=eh0prNIy%d)8+)4atfy(6iH+_w`p&fAzqXH-x&{`Df zEK)6Xl8$;Kvqy!IOgP>qJr_c=*-Gxt1?ezN=zekn#7BLGZyyJH_@Az$xiNAr$T_bA zt)lZihpPX)$`*w~i`i3w=yR>g2?>|p^l5=9bPt%QaCD8buNwfs%23vg)^N}tLx4f6YYV8LVE&rg@0XhB$aPhk9+p;C6D!lL+bc5O<66yHnQLxwlBV0-4Pj{onB+nXsa6E23KNtm48 zv-JCX!nW!W&0zO(c1{%9!5JGKm%UM!#3McK_^YA|*R`NZ1_6RVL_B*|F83Db_OF8?=4VSu8$b z`C#?YglNj5wa8%#;2BByx0owu_C=H5C031MnU#%Wd1x5ehDJ}lN^VE~0$mog_OHX5 z;O$NqHSQV7hdKeIES2r55hns_$Ol1Lq=U64Q`Fx1x@HtJJ#J6zx=f)B7g$x~PU~O0 zDOz|^s?YfA*?BDSWJ2o~1(&pmP(f!(TiUiKwf)?*<_-a+1-vi@5xU8FH%w;U5@$F_lwIz^XHmN*)rIY_G1sEjKD65-?~FgH$SI?*8?{P%>}y2>iA3JL+;;t zX*4bAe51=M&lz%|ztThbLLfO~qPQWFa&XNjgv`u;IU z>%DSNVu7<YIdCO*8D%6T46hr%G`EOSQ3@0x1vy=oHE+$^1i3m#YVRMU;EGudqP83STTR7&&|H4XQR{!{N zz%#c@@c4f-pXhUYJu#7I`dh?Gtquz}s@Gq`ZrQD8{an5D%^&*Tb+QQt6v=my@nI;m zSpKLo|Hy9q%FqHw1!cI_C6uYZj5w;h$0E!^U$WZHd1tCvQ$t#5PS^Re3OY6-&7w2D zNtmU@`8LonHuojgV3Z|jF1URyM(*!X3xHkyx$S}O7daZ-iPVXS!$L8n(f=w~blcxK zig_B3X7qF$W@2^f@oS6xh#5ZB;pFSMM*`H}t7l7@ zivH9peZtU?-$jaHdn-KJ?-{e92b1c>t7D?xIH8Y{QbiKqh`-%oF$xKL%7~E==5pn4 znsn#&tSnX`iG`p*rU(~Jnsf0tGxkQ3ECe73f}-p?8ZbJ2=)(jQd6mi}re`5a1LFXm*YzGEPv*goKAbNghF` z;js7@{|uE+i;IFGY`=Q-Ml0^5ec(&BRHjiO#8h9?WNcU_OybR{CT)h>2IX)V?m?iz z8=ZLUHzk>u@S3w^dXuhkF14W;P+ncQ?tHA$a?2cX{_DSvd(w^HC6t`DV9|Z}!m3Y_ zv&doIgFjG32~9rFgApiJbl$>ek7dumSN8oNg18Jibu+t6^?n=cs#K$v1b*V=PXx75 z1(v0ullM#W#UH*#u=ca>n!0;0JsKN|8hDu)#TyX40)6N;r-+V9i7hOUwpbQeEIpH|F2>^k)Sg^C;=QktvTi!Y9!jgz3r zU=ngX)DOs0ftlH^dha}3c~jCu_%n_*NKNZkEb%V}py2<9N6Fa57Dhl$;J#RridTNo z{OaT_=1gIIO^k?UC^|Xq=8b~nRw#TN*J_)~^c(MuM8&x3nEaif;{l^1{rRV*;&MH>JVFXo17MbDQQ8dyD~lWAYq=vVZ6HR-QnwtYIRQVA@G;ycw2Iz9Y`9NrSGV zO>+e*L)kl`+(wUn>!}97=x2O1cP(2+%;QwVcoMLK3m_D&u%&$8aYn%J9-3;~yHsi3me- z)07!i1ufoAa_!k*;@QzGh7_51xU9^jbse7y?AQ*H&E{|=zs^l~EsUaQ9Z&@CiIaAC zu26QZHuYrF*|}<-u2sQLQ1hk`F6|=F28ZC+ANzLow`!hggl?bU*%FQ9$+}HpPZdT< zTE8r(ZRZIpDqOr^n6omWzP`8=kkKwdLxX(A*_=tH8L zN%PEcurXVDp4av$&%R1ETKrFBXEVIyRG6y{_1*a43gI&NtW;(1H97|O5tnzDKI(WQ zTUQ*?UVfAjr0GH>+(lBig`% z@0Qw)O4Ax;74Gvf8&7KN)cHEbcA=)i+@jP`8i}=RU$z~G8}&kN$~F5{T-$J`qn1{u2NWxsS)DsPTy!GaSCz6jvWlo`!PPvoX%Rc#= zB!zZFHrOugV9BY1PNv_UZU22;*vj>r%iJ?6L9=>N7zGTn)7wumZ)0Fw<~^G(Wr#La z3&{K&$1{G4Kxa=pdvdCmK$`~ma42k{X_Tl_oj6Gi8k8X7ju;T@IwyaB3Y=3mCux7@ z=0n`z=ePYd$H|D;YFgZ^u0s~-Uh-@Cz_ec0zy^o07!mK4v!^wge$)`+(6WGBV%FAObTSJbZoUDsQKn>D{L9; zs=Hq#$x*B{d0=A%b+xz^?4Vq>kFxWJH_P`uHA1s5$2Qqj^^Obv3_Ecmf|k=xjcL`Y z$kHCqETgIB4QH?2k1eWEYOta+Kq@AO|7oQk2dg(Lkl<@M&Hw*%^uB!`^jTPU6kn0l~jQIZFs8SG&6}O$G&er3*zcC_sh4yp7k~cr#FwuwG0m^jg#I2*Rbo?X z&;}6}C=iW;`+zry&ORBnVDkt1SD5-|O0SjtSO{qf>-&-6l5eAVe&Mtz49ImzY>*mZ z*E9K#ae9#ztsg4PJ|Fz8OI%IB2*O41kN1x1l7M+8S|aMLle8%E;98_WQzWWOJ;CRw z_*qKWceEtq2I+24y1P?AM5Lrd zy1TnUy1S&6l$Mr0vwhz8efBxm?>gr?|0vw-z1Mfmn(y2*v(~;pQGP*#U3!}7N*}sj zT^|Rn(n;ni_sVh2&u&cWGEgvUquwa1XL@naq_gZf;>k@Y{=CU}s*kOTEb(P^K+=40 zjO;;WkMSE*a+?d>H69XIifjj-42RQ`@x|g{B-O9yWcf`J$XMQ`wiK4EOIu=)%2h=K z`3*|QW#UY5qdG^O*}=OawG@BTkn7u+4>I!eu6dz~=xncqzSdx!RsVTAKm0X)iJ0*y z57SBX`I`#)6_V&my^;^cL}R;B*0U96+t*!jtZ^9MHy&VAt-UL_9h;I5lS!wlTj+TE zG4G?m+4fDWE*hU|Q9We9;On1Z%^B0Lck;iqk9}Q45m*r_+ZEqGSzg&T;#AgoR;aRI+=))&jY`knL@fui&2<1FGR|(lYEhV%06O7S|y4UKvW1sRl zJfPlEpD9mTV|Kv9J73gOPcjaUwcS^3?#r#oi1)YIE6(_oRf%~{TSa9aB)dQ|k~>Vh zQ?baTo4gD#ly{XpQJb>7pl*1J^(&r2qeP{z@oi?`>eEtJPqK8WYT}n4Y#h4b9=Fq* zcXP3gO|3M(!(YQ_$;9x_RG^mZkIaz{PI>>x%h&MRiARyaZvoMlJ74SUrLOTT!C)hZ5Trx@Y~N;T^+sC;b$45=FeP zpZw$@F`-0@8vL?A(yT)Ni;6Xm8Ttm?Xa0@V-S4Li&XU-+T|+M+fu3GIi|aRdDMlnU zid3{84HEbD_q&u2-~?)g4|L?p#V`lzhWG0Nn9Lp1XQv&0jv$xDG*2sbR$#aY9T+?= z8;mIU;ckWDHTuqy?r|{|S_Eb!O*|9A%fwMTMEmmMBU=I8LdP|@Ek`wGH_EWfSOO^@ zKN>>s2I()7@1L@3-aL4gA0$GR5k8_uHM@VSz}v8#;BnFUBcI*o-l9$~mW#+{hdF# zy-B_;P(Qp~L=b6J=Ix=8B^05~)FdRqK< zNy1po%+v`_7B;Ohb|AcPYGb)7*8}Ol&8`|;<{$ppZf8qh!Ee-GdLF9jp_vkdm6X69 zZJnQ$`M!~3oC709jyEEPzB&0QHSko9Va(@C=;9KDuobuaLIHnb zh~^g)z6JWV8|1Tf7~5s0T6|{W%(u(nbG|>1JiCjW4I1`%`x%0(W9Za2?(t>PH1pbr z6m3)MSyNDnt~xU05T(-PQ2j~8_rn>_%}gifsgz}x1}GI^pPWOyT^&E*l~`4A&(N_3PBW#Yda=-X<0uMT@bhL~56Y>i z{vwq))~+6)m%vm|k9yK1VQcmXM4mK0{X}QH_jL4mdcE)L6|mO|Z_ z9eA`#|9rT7db6B!BW^yDQ5l=2Fuc;XE$-oSDBhIi*}Bbr?8nyDc5{_>n8HveI>I@2 zL2tz7?b53hLf~cHIrX_eunZxQ1uyOLJWQWD?**Q$-d`mj`^Z|u$QQTycL^!PQo0GU@IGB}hc1LDk z+EM72_fv2@dl}1Rt5bfr7QkKl`A1WYm3cHZ+OdKG%C-7}~`Ynp06TOxY6&TMpk6U?9A4Nn$vzPmyKazDdF_;kUbtmfvOUplLjN z6`Gi+hxN_11i5ds;Un$|O%JJ$gL_&pkCYc2&p|GO^>u9Pw?g_tOeaA z6s1>tkM@o29-Jbv_Nw>7d2CSkib$GW%U~ZKtjhA&-aAL9Z!MhS{X*Rx?|$1pB&*5M z=BbxkGF+RdbNf&{WDf{ih0=Yp zh1-W%zZ~d~upvPGy#8=`z@bW!vhT^zk6av{S)GaOh$ee)3r6)dZimQdMZK`h53${o z7P}&xUy7ZCA|~6nA1Y_LjQ0q1i(~ax;#od7>&YT5`t=B9*38VUdTHyI$NjV|M>gTZ z)N{U~WvM-dr<)#4@S(iv`_^hvzp++Ut*InAP|P($YwPBCpU9B>DZ}{9<@7yI z`0<#*l!DE{u=SqEnS^0ic3km^PT@DxuzI@43G$v{VuJ-sE}yIMf_S~+6np7s_lPqn zBR}La8Lu@}%HV&BZ;9B(VRB6~tEUbi8jf7(4e`O#v(7V28L~LZWB8uO4 zz5JXM`6F=0aKM5kQ*mR_aKHgSgu!x$GGN_~t)z*Kx3`?r>e2ec=PFBBaYT=#Hf)A6 z*f=7FzWEze)A7WdjUlt@%_h*T&Gc(8@5q>y%YOO-r}%xMdoc-ZMUX2bDgEy4V2~hc zl+f#lsxNqz_Qx4#jk2N*VwNJjEvL1~=@oPok6yGOv%TFmB)iYnik`pm66)It9rSHWRn&6z}-191L!Pd-j*Xng6B1%=Pqrghvyqr*;$?2waphrK@ z`Y<~-T3bSt$o|Odq?LQI4%wJ>5mCo|-3&hVRps=sgZ@}&$%)L_hXtkbKK_y%P;nHq z-=>qev3V(Ni^ieN=InW|k>acxC8u){zG_=JJ(ftuF13^oHPS9ym?5Va#3nt-hBWI6 zX$zfP_&jW3P?02Vg3S2Jg*^W0y41KWB!+B+?{rcJH&AxkLa2`O2T!$lN9%X$B*FLh z?Hl3)6CrO4M04nL+<)DsBww>ScWmFZjwnTNgEIEP$M5jq6H)ZbZ2Szl z$7=ghSr{@Mub=RHrz9gbuPm7V{(Q>oii+vGEF?eAq-D$noFr8|DDqBd^DQ|CL+e~a*q?uFaO+( zw{s6WpL2~XygND~vc~pKdC~!o|NUD?oM%gvi-ohh@5Q7j4R)oVSIv+9Vt2gD50h~o z)-IZ)t}%iE1qAS)a_`u+Tkr;7wuagINQfx6uCV1nbT0vuc}oj zJKsBYcx*63FA68`&v}#CwDqXQaA^yTHQOc7CaXw zFIQKy3Ny?1I*5iZICCo%;I{qO2Zdgjq8T+KaKZU{+8@Ek&_815ppl=Mf$LW#K*woX zxfAFwiE$aYqG4D)|G}ssv0W9G|G>NGsq@Byy7`}uEXEb2Uk^Cy;O245D+%mHUeEf3 zJ)@S@IS!hEFV;=`&Wvo%Ss; z>)%Mz>BS4LQ|AS>HcVE;t} zE!NCKeDNK`9b}zaG(XxFv0}O5<8~qhMw6?E#cjf;p2?Xm(VxA$LhUus(M9z)UCqUu zepFgw`3NXEm^nO};j9e=teUu$aABR3t*2ifeFIN~^?CBIsyhoXUf045+14lE~Sf!M2p?%Uf+Oms4Rf0Jk zrj34Ijci*d^`z!!gq|^R^v4Jai=u1p-!AxGBE649!*ObI{6AbQ1kvwkf8%&LDUX+Z z%0Y~YG2(?S?&nn6YQZ;bT@u>EcuwQ*|0%Rom>g@(rck6)k_N6{7eh7gXA zKDVtZ@h;^#W_+FIH;rn)2%V^&qB>QTVa>kh#{P?z3EqdR+%r1EnfkfL)s*%bpKML| z_No=aOcbkl$3NvtrSkPlbZ1MnNR9mt^m5iz4jo5%nWoStkFPy8->vWCX0fr?l`s=Z--yM>jU=qMe|l4 zvDoU5{8e@G?gs0c+*cl%D^q^M-*hb5kb+7b2T;?j`FiNHn@ca(4DD}(i7*pWyOtCg zD~!r4uWhpfLh%$NnsMJ)5|mN+GL|5d`4B@We5bSoYv`;;dkFd@P)R~EE}xrtZl1E( zIM2@pXpN$rEWWp^@s!FUmfsi9dGv+@l@c9|IG6_kGarpCM6oX8;1QZgb)C+bSMi6q zgdJBMZ;44qCJSdbT^iv>aje_|O<|s;F-@Zb(K|w2N@i{i97wA>0%OKX^+$-VqA$z^ z;5Wo9Ea;356yY)BM+LS%baH|)E(zv6R?BG+Z=oLH8^ zn4@~7GZaFnj|{By*(`l!99`5&=Z4!o+XOH4$y|9Cbf^trU zb-wU5xzT3Pr8J{vEx+ncTz|`HWRv}V&bUUgtNKSZYdV|M*dwuUKaA)Rc(yyFep6Pvi)8>6t(RzpN zESo-Dpgec=%X4bWuT7s^Zp@F+Qs?GS;Mxy_91m8Ad5PPzqs&QOXXKLYQHcvO|@!z$oQ_DrJFD$^li% z0;7}zs+0vrDF;+33ye|@s8SXfr5sSDEHFwrph{U_lyX3ovcM?ifGTByQOW^T$_k^D z6RMOIMk(+t2*4->P6GiLrJPWutT0MJuLc1arJz@X0E|-5t3d!pDd^Q80HYN2Y7l@? z3VJmQgbhY1Fd7KJDCL4GWrI-)h5`_PQOX5X`rk1H+O>f*KmbN5Ff0hbDCL4GWrI=5 z1y#xhqm&D(lnq8Ha2E>%xafbKAGiwyV3Y!PfdGtB;4Tn=Q3~7z0x)d~+yw$KN`bpT z07fZr7YM*81?~a?7^T2nAONEjxQhh>T=ZY1P*kN)M)LkF|)27fI#SW9BpzZ`C=HbpEhp0{^!x*&=R)XfIzy%Jfr$LZO;sfQ z2Q}ZT)2YLwJaKiN(`wq?d74!z8C8Uk%D9>?_qXy@AvsDv-FA>T>SgbIEoGSQsayFd zXMKY=DR%fE;zDQVs>|v(;fAnkv+m=COGXDsi|87bK?{o(o{hSTvTP?(@sZj<4SIsS zM}zIW>d(ZKPKF`UU(zM&I-BSfAsWzNw2HY|R*_y(y0@f-R{|LSylw#E1NP zO)>3s#z|DQH)?vnadX9X)T$#bGFvboTj&N!AWv~z(@ElR3BX|tRk!~i7Bc@dKlGZg zv2y&oi1?eA|8u2OTnwF|E1AD524p4;3u9+t`@$>u4RhmF6)`6ONpk(zd zC}Ry+QWLgVpqggNj~_okjcVWXIWvm5R#1%<{^4Wm#ri1MEKo)BP*q(Wl%d|-+KMRy zFf}uC^N)NFKvhiFgT)Z&4?CYF0ecVWvt(mNbFBbZ)#~2u&26jJ0v{`fIF^!$(max55d4u;^GA0N)Hl5&eLSKq8 zac2QntzfFffVvl3wC16zrdDG*j1Q{c)ug*d?9SRO*ZY`$XqOG+S6{948!x& zdpxGEg?LIWejQ}Q;oI)6ta*CE5Za@Y=#cGZ?67SAJGGqdw3l4C?a-l0d#&0tyz^D> znLNSF_+7}^6kvCobHej{dt1{#V+4puH=AY8uVvb4C|xZ76we?63_@~pGB%w$);oM` z9IRL@>|>cw5lmLp6GPMb-_O42v1q!g%wMpqafqW`W_k?t1xVnlZ5})}<=dXk4aa@e zK%clYt2>jR?K}G8f~pC{@zJn}+LQgm?1)7|^EWh4agWPR$wDzO z7%MC4^E5o04G&G4+b`&5Kjz?)-1u_)?k`RG+%<&imfkr`b^g?E91f>&+*n*w0tKF< zP{#qrB~5#qF_Ix#@>n2tFG^azq8{+a?mQUAd22GWCB&|A(+#X`Y{bcKM%eW%N`Bp@ zWK7gWQkDhdUFd2O@8fKLl;0TtfI=`eM)8IMcec18X2Pr_ve=+A>cSi=FIY1f5N81L zWw}G94NoUoU77BA4dIZ0*UtO4NR1OKKnpoey!uRk2Y@S}0B;p)kPJ!MHdzAu;Hyo1 zr{%t3crTyI$^jO_j8}lRBJxsx%Yr9zeIk!xBWtCT17ZCH0nlp5L0L=cNG44ewmJ8} z713MV;~=CY=b#>2l=&{X3u&5B+9Ioa=biB^$)%;Gg$Chp#bi}gC$`e>cdi3XjO{Jz z9*MjGRA@T7_^_+W%R$La0Y`eXH)Q*Sc;(+in+v_>k z(Xjp|k!(cYTn2*Q>&O=fR9QaC1C7Tj!oBtlx}fA~6ZRN!lo;#KoPlflFWd4{yWSIG zaDGdm{P1jvj+v#UrG*8z*ZCeGyMaQv3F}sXzMxj54(iYga0T)yv+Emf$Csk>m$;)L z_~V)7$K2!Sd&&nTJ{}&h+AR~qNo=6RFS&>t^;2|?m*r~N`UP{uUN%F&dbbb&b!gP@>B|*taTv~-PB&^$Ga@?*+(v$eZ zu<*U6u7a^C>kCbfh}za_t6q+Ih6ztleX_d*5aXk&S%?9GDGKnG6M{QTNdD+vuG`?` zUEniO$!kYFE><0;En8TN;l8$i@BBIyFRx(DbcE<&&u@&Wsk$-Ml>mM!yIO+F!R_Pe z5-mT6lY!HS(_tx5H9-!ja$fiY|Lf#vd($P{QVdRW+Gv;9y6S}Oyr`IAfB5%I8ZVI? zhdFPq@mRLCGUm2wQ1$kaV(^clPh0BsY;_2{xKl4hz(c3fy z={lIr0qN+7k#WI-^EC+|LjmNgXOF>8SuO6(Y*_`ZIw?AViAfo&;YExU``;Ek1!8x4 zBg9P%za*?Ho;w)`OGd??*V_ooTEr6LEQ$(W;?W>2)R9M03lY-{-qPPa*$%U<&Gb78 zsOcq6qo3d3A;c(X)Ab$`o$>Xc?Z=_J_2q6&$2cJrLPRh-zONaGDX153r7p&yeAPuB znGZfB$jou>8%pc(Nyfye{YcY7;P)di;7?;4hOA4y839G>`M=ie92b@>{v3giCr1WV zOojS6P9`?8c1@G*BE+JtR@b5=0k5Xsn zhFFe>a$>FO=+D|~?~KPoXpa;>(fa>d^SRiNjDEGZ*50r_019Z6LKV483ak|8mAD^U zz~L+sn=TqKcB##5iyX;DiLJ(HpI^2!dn7pIHg&Daen;O6_e4#{1XR9MbKL;5`sE8@ ze`f&6_=vNv=hq&)~N%D}ayx<#iwW;x&7!*?_ahj_xHVzFyb@#rkQis)CL5uP4Y=93| zJ)m-AIHLwizJrtEZ|GS1R_(Aik}MK39O^7LVSmp;>&{{WjP`wIlL-!2JbxC$=yI2+YmkRm73K)$z2^>{=oY1C3+nNW z+|t=!7X^tXpuD25S17Y@o7nq|@mGUNpJYWvrrVp5eUmj0{@jnQS=9NlapHi$o>f7Q zG5dzwYbN9OpMaUczK720JoJ#xsZM(Q`vvHFb)jhMY@m3(pMHqlo!;MuL>*Xr zYK%FAUzDBbps^yIu|$1E=0vwLheL5+)3-d|V$F~C=chATX!0G}s)h?x4%LJRW82Yw^ntDUtC6Ny(Sd)1qHF;Wz_o=3t# z@>2zHM54>%AQP(72eLPO88g)5g!aa9Bci7RaYU~j5%HnrT6@nPC{=y5%yi-A#>Yt1@4lO%lMktecyQhI)N9NE{J3gH7>1~ zbE~y{Vu_*gvuhSa&)&2fKr4=yI84|Gmz_^fq$DTZha-aEWe<@%>KXT<&5V;IM z37`)$Op8Q0ql&IEV(4$rERD+Uy*$6G<+9{Nwe>*R&kU9AIE?M0UfI$&FPN^OHAU=LySF6XZ&h=kvagncJV@P-6 zT%6{qLu}B+eTzWyGFqcZU$yn_pQKw#Fp;$5`h!(hp@aOl@t%rAb#0nDo;Z>4wy=Q_ zya^zTeAF7#nhc4#%;q-ShY}FkF+(WZ^gYw5f62Al?tb}uxfqh44jzuvhkelt@pI;( zcAi=KW4LzKDkl>&#C7k+SlgVN>e?g}X&gU`;(Th-xWg~U&1tw${Qe)q>Y8fplXf5D z;h3#&erq;W^UL7%RvrxIy5z)$gS@?W=gDoxiF#z|$X=*;cg(gCv4Ar*GSl<-z{9tW zEb0C;dPD z*avUtO6Yl&|GL9){RpA6Kf`Oymm1V*FXKg9I!aH!x+Q8q4(h2)WT--u1SdOgi~Fk* zWl!}|=`)_&KzcGHWl#9M28zBInWo8Vt~1>=kHzItKKVq`%$Rg-sRcGPWJ; zlB3Ic4JJBDQ*>vjGvt5E`4~Wa{Gf1AIKmeY;`UdF|Mu-ldC0D!`&x+nh@zPvc&DVi z_>%SP$6SA2l?fT-2vH`a*!_j9sBpGjE-=zxd|&vh7!cmE*;-R|e)?X+Z%!2`5VsxB zO~@!uAwf2p+t^+_bW0bj@K9?Z^2WjzdB8?&UNg1PdqO4+dCTQg+&Fp z+mt@j-akgdc$Ma53Nx1&$Iy2Va%d$4U+p7rOTB##{BxBoi6I@Bpp$7R-SOPauQ(_p z;552b5S{W?w9iX=4~aLh;_#)jL5-s9@@#n1p+jAxne)0n=nSXak$lmEsX8yydd4Qh zLU~-U0CjX!5Sv_(~B+$7({c_Ozz$?GCh+d0mhR*p^zP? z*>BFXwo#5EAFr*{w{`Vl_K_||E~n5en1r>OGOZw=OUo>$pem>VxJ+i6N36csKXn4$O7Q9sco&l6)2-<_OB6gL?PRK>7U?w`DvqC4LA0 z@C&_GbW+m79nq!tU9-mtfGgOXGJ^u}sKJvXL}$#A0TXokwI`~3;;o&SlP@6hN^!qs zW;bKLaZg?>F%@?#lZ+|#1~__Z_RSKu)b{Y!vN;)jmVCw-&+Gl?H$VqO`J#k;{qx5i z6Eg-BfG^jikCK`KI5HAT0GwXy316tQTgd_N1dc}gpAV#yT@Ui@JSd_dH|{)*6_sRW zHzPkRg}vG|(vbflKrdTUGYyI$WWyD9Cco=Y=0VzBoA%%B-wvKO=B9^aZBBh|`cQ*E+vY1z3 zf{=zQw@OQfMZum%DSFQI*T+ba=*j(l%RPY!C8xk#;QG{Rcc_)+Jm3Dv z`Zyp%07MyJn@U%2Y;C!%OM`;|#I9#$MZ|^57rtYId4_=AL0f%Asm3CDx1ZZDe2FBq zGF*;=rhO9TswVExFWi3{$+rpu$WeWL{R@2jQk}Ze?lSK zZvqfRDW7$eINzF;`%6zYQcTE*PzXOYVLzK_q%%G494Q@6r6g(SBR4ZMizWr2G&=_$ zSJ!iZCzGnIW_twaz2HJ7mZ`p$k-1)r6udg$ZvrF}S9NA=9GsB^HZwVLL_|ako25G? z2ks^O+Vg(l+44@P3V$HhGe<-6WIceDuM7zUdBhE75!QdeNXA?f-Y z&W99B+O+8dohd7Q!&pco-FkY;B^<@g?d`bWe3M&QR1~^&FwSi7`}bi)ysiMN0#F_) zoqTUXf5^;u^QrCFGE*c(EZQN6#x67<_#kkmoYN%<6j$4-c1=5d7-&{=m@u?6UIp(}P{BW?oGvVu-pXhu;(KZ*SP;>@;2I z@S?J}z>0R&$>EbvzZppc=~7N9Kh`E2q%YI|G*IBrk3bwN?b%X2=->gmiQ756jEqd% z)lN}+AYxNfQ{72+V~V7Qcl+n?@D#wGJ4?ZuXLvyQ`8=9~9d$9m$xHkA{EzXtE!J49 zuIfp0c<|oypzG$E-jezV^%GwJ>wX?0md!g^X3#dA#7S2QP*OhE`*olXrA1Gi3MVEe z0>tD@XE2%!ek2kbE9<}jaU%08EaW=txd}jmnX59x#jU%{8^7e6U)~#1x<6~}=W@!X z3t;sdDZV$oM>1Wj0 z6kfM^4~eCbtd7_1ApKviE2u=Ap(Jxp&>TqT_+&>>98#WXZ+Ng$M7n0Z3n;E^%t*Sy zo@`e5;OvQF?bJse1V}NXNt|}y%ij)F&Hzx(eOcQb#uMT~>%HAwUe8nWi6f=;anL?g z^2uDqBd_guc}4k zq=n+G&-#9i|G{^+QW4UUtHa5C8JSpAR77XhwN+PXR{)UEE0(Q_QuH_)>gr$k!xr}{ zMsqqn#CRkha{Qs?Sn5n5*K=VgRPKf3wbl1|ct09NPnKiCjAR*EvowfA2H zQWg+R{FxUm(`53VyE}b3QiX^nMP%%g`!G_D5JE zeIC+ljiOr2sO#B)i4ZUkz=7gaCm&N3kJpjs1OWA2zc%&G;ziv!E?Gs_foo;+=O+5- z54?zrk`&wdV5g6tzJ7@JmXcQ?$2kK3v*hV7ec~vE>>xA4brVs|L&gBvJavJ)M~%y(b6mP3R0h9~Z}6uY7-` zey@roCYTm(GrzI;p3Or;NI}tPiu+vNLtHXKORgvKgvFNa^G?)3fvrL7ldtu$OU4Gm2LoX*vOpt&w=S9SCI?7 z<~*c%B_{$-nnTf37Fdv-rNv8r39kPT8<#P300iFY;kfJcmrw@c*FmbW);GJC=|Tx> z70~9U0i5T@V0b$gHDo)O^2rFWol<>7^sTJqe$zbLTUBz#5NLdY-Q$ZM$&zt3+y)`kw3McdL? z%}mK?yK=V<>S#a2zVvPfyVb`m9xAAV48qucP!@G#l;oLVf5#-tah3s&SwF&t+fQLc zu`Tu1n*KJ29}(Btl%qdwY4;_BsjN@>6pOic_J0s*q$dYFV*pzdl!dtwr9 zF2fKGC9IRKs{&I`q#3*>`xOL!kS8%WpWD)MrvkL1d-L9LV=ggcsLke=^h_$~^qIiJ z_{c5O5M{4RFGKBt?8yfXk3n+jWf{+ofTkt#K-a7vN68J_{P<`TVYAn-unP(wgK-;& zs4pvQV&0#CKu}+{0o?4dsCxn-3dwG#h?d@`X^uq7n@)*$-&yL zz`g_H?_0@d-zBGpiw=mU+^`H2@O1D7okrhaw`7|YyYsfNvRLOOfSd%2mi zixd>lM)RqXE@!JqyaX5idL#Nil1NRW0jbbT!*Ld!`b8WAv<_W;NY45@;ntEkr0dUq z5wFuwLGQ2KiUM2KnBh7^EtXr@(IF|e>6qYJohgSs(E2RpxUwA=G>3vOPL1K`LLpL7 z)%?oJE!vu{Y_|oBCrcr)r6jAFbA)v6N zu(FcNeT_gkZ*{~e`r2K%@STRQ2xb@ojC*3gFHVvHxMMk99 z_^tI_(YgMo9iiPhiyaSrXlo`(ruOG3l*Nu3yLYzpwkoQHt_k@iKN;~^o);BBN z1@T?rfzp&aF9G?x#~|Ca&hv5@P`WfP1OR~qC;9sH3H5AZ4$B^FOewCRLWp`1^wzDa z=QMN|XL}IU2O1CSeu*3}m=2r?T8z}Rl^nFNL$w+aFL@~5gw+J^Z4CG<&#>`ml=RA{ z3o^3Em=F|^3%u>uaYLKrQll#>w(Z)46KDSrc^-s3?fVQ0KHWW*BC}w2kx_j%bL-CY z0UR{`7E^_y#9{V3-l0W*)fH8UL1>(9;qgLFkH>4A#dsV3!!gbEh`(>8uFJIj>I7F6 zqmA~|1q%(He=AP;e6uI_Hd=~&pNSnVb4Q0NOgWFISXV@S)zeKUF3eb0@nqhFM}!R(n?uKeeV(;6yiZt~Bhn-iLS zqCjxirempzG3E>RSiZ<1E}U6R;NjCCzUcK9ievx&R6o|nZ2Vx+0paEO!P2h5-k%Ka zU_=~qM3ts31S5`~ zJx%5hyzOM3TwB_$IvF%-d1Em!>gah?cd}JUt`SF(>^Ctze|yZ3uVyK|AIqO{Ox#$! zdg{g4uGA1$y^yoCdR+8@_I$_0q37^PE-z{%5FUD*FF}3v*&FL?e_g=RL6mTlczPt* zO$2*Vj7&TX*EbYtIdA7aW;4>3mBdSUuQ`~murKS=>`<>Rp+eg%R&wusbm|azKEEz9 z&`p+D0RCMB*oYO+Gs+H@7?NdH86lNylR-xShmYH{%{f&(MP}5`>aN*XQ*@dr2 z{oEs4_ww>mOG}HLJyLM8kijFi7gtKdhI0g=g)qcODZN;m^y=jGO-yB$=cWD@9e=H- z@zk`Dg>rD$x*A^Di4vi4#0q+{p1x$0l5!up$-NEO{Rw|hr-M)q z;^r=8u(ELP8?Il4C%C~PDW5od;w3uWEE9m^u$nF7rx9Kye0SJvx}O)qx6}F%5%m-> z2?71@G7g|tvzt!OW(}SOm5gr9e&UUa*h} z2((V~nr^KZJ2@-M5H#g0PyIeJ$hJDPc(Y;hX6NUxC{fTnC7}!$z6bb5Z)m(qqC*q5 zRBBrnypIc6+B2g3T;*0!gdgKn8bk$ceI9;!abjt~S(x)D+Zfz}0x(z~u*|b-yLEMT zb`G_>1^7*{9&rV@^s|U=1P@7#J8h>l6+B0UhfLEiFO>OhZ;V^Kt|m&-=oikr(-u1I zn$&_P>|QX|^LZ9DjmrPHJK37QO=Db;&@WwIv5=`7(Qdu%xqRwA9=#$IFz9Yb6hST$?(rRE8_J~}c(sRt)sF@4vtD>N)7FY5li(e}S{HRk$78R< zmJ7hh#lopwL^JP=Ad--f2u3BcJc}Unm7a)vh_QJt|ED!FSO4nO$Ziru;fkr@^ZkS^ z8e@I6oAizTowf<%L_DK@_3@x+8{V)tZ{E{) zD@>6&b}L&+JSRKO=fzrc0r#jGT1~91tgNlQPk)W8A8P8Uub&OZCWk+*B4j^^-mU&< zb6m2UnIP$x>aw1vHS2r*$ukBVMkPKuJha35&c}UxsIxM@;^uf#7OjdKVI;KDf>U8S z{=rt7i28`rZNZV*y~Rw1IGbq6R+Pchv)US$ekbkqx5o%0BrcM^zIS1GY(3!wxY*d! zt2$8rFMxA`JMxF>hhJl2s(b^pb_l*>duJH$+}S^5OZCqQ_D6DS^JCn{fp^xHF8Tgb z-;;^g?vgG+cW4P^_Btgpy>=yeo&smqr=BV7rump;@%{B##V^P3m7QB*kq4WzF2Rb_ zHvo+Zc6k6ib7^ySc6wS4tg-=_I3%RRE~l`6H?qTtHm&OXGh-s#7JkWzTvv}-dd&eJ zHD2?$K}8(J?sOteGab3)@a&205Z#eWo{oE z8(Us(t*sr#9>Y(PtRuk^?0hz(WpALnQGmVV{Vw7M#h2zL{``V>1lx>SzjODS4pXzA z2H{0M+GsA$XQV570=ZWWbH(P9B&LxuH_xxBIRjgMt$@tCF&Ll5?UY+G;PPyEh+JAU z@GP8SqBlNXhc8cS0|&m5rcUJdV0S&0F;z4cxprCExvOzrPMoFgZ8B_Nfz z=K}#&<;g9-WW#1$ZlQAkQ{p()*~mr0Z_R~Xm0VN-CxA&V)L$5s8Tu0;DRbt#-U0O?a^~E65b+v=g%cH^^?Tz^S$gH6|FIr|xyi9g;{(rftxZekoKWSZ(eoADRuE6A^EOPT0x zZz_m?Nzm%mJ`?D|@KTgqfmSb^KDnAs%rkX1)1v7d53vLEaSP589cUZ9A->FuYct;J zmgOO{>#^Rue&*RpRdW;C`E!B>-ZZ?^Z9Qu_mThRxZ+|KFTNpCRHeJ*gaI0)}8~b25 zzNyu4x8Y8|5Y;+91WbG$o|uPvHG0#hbZgnuHtO$=>^*Q6O_6eB$$Ybus%XI^?Vv0@ zqXF)z8;vJ?e|L)fX?T#Ptg0n}ez%u>7bl@SZx88AW-<{|e_s^L!7MyfHJH9c!1bXv zdL}x6UVMtVZKC^RG`W|c*=&oPDS5U#I*7?6 zUm`<*c8@QTR)@I*k|T25285`2ON4M&6Eaq4S0)N8eg+(G-_fP*zj>L$M_Mx2*x|FY zd_9s38C|bjwamf(i213jJptRbE~fYJiLYl)ujmrQXmPm~l)vP&3*l3~uUGRq;$n%=uh< zxqy|=*Saw8+N4!79TbWd-v(zgklMYLXHF=2%Qy*}uggyM_kW!1SRU$whXN^D80JQB z8Ja|7M`dtC!38uWiKxfaC}tp#aE6}ha6frS_S;NnQ=(uG+`ZpJ*-K<_49{aUT)0Th z+WUX`?s~6NeU&9S;AH9VQ2oN@w{F;OFQiL9pKpyzMzO^Nn-HUGObs$uc>~3|ma( z8oS=m*U-JDb<Z3mIh+@sRy9xQ2MiCR}=4se$^q=fk%gKWd%TDewPZ}wR!2`%vRd> z?Y)+3S4uT+cCkb+RqTUzJ^%cv`c&C_P1f#wLI%y86A|tddQVoaFY6P}c)1+>(0p*7 zdgDqsQ^o=@+?W~koL@#BP{vAK#K#Vw9@LHGNnBqjz{Bka@nr^i5=-ObgVoM@Q+p*B z*lx`E{sImTxN+(vzgnBiSCUy}vMCR5YwyvxQj2sA4!a*Do9?EPFbR~=+|Or znBlAT3LZ`lEI7fZfqULq1hO~wtciyI7iDi5R^=A04KD)}N$KwH?o!Z&gn)EQgLHSO z2uLmI?(Xgq>FzG+?(T20_u21tew;s_fAm_9&zd#noMVjpzQ>Y+KpvB#a)aq~ZenXL z1}y@sFk~3Sn;m?;{RyDB)gADY7-cyPV(r_wD!<2taH4@>)VZwU$50fe(hIn7x;RNB zYGY%-LxMrj|3i=XXIt2hZ2eV^MwzLdgUnB+@DNduUstDHmsbn6PDv+G5Ich-K)q=D zMBfjAn1I|6V!Pn0?$ur=RqnN*Y5cBYF*SHd3hFvm!_(2;@i_>@y9#9bQp2Ft%K>icM+Sy?yujp2pOAoYfF39wca1TCg}Vr9-#8T%6eRFiC8ee=fuASO`k2U{IqXN`xw*45J3us^4CT0g6`d@oXEQPP zP6kXJV;99+^3dJc>SBOhg4mRaF(OGRx45_&z+S(|#Ekmm-d)S=%|)*c-(H;nDCN%E z+qgz^!@EJ9g?h(9z0+#Q{25P73osKDHgH#N)Bl6c-mi*@we0}y}AQ9Api-^tzK=q=aVK2>CD6;N&eixflY|3F`Th&q7D@pP3JQ|g zuc%2{9m|nVm-wips952k69z@ZW^}%ocLGHGYJgG~YE)}Cx^nUGT$IY@4G8AtV0ctq zGzr3_r=lt3M+qRDD98S!WO^nhH7+OX*pr=YZPGEUy4R;$eIGKF+3qMtg7G;`hT^T7 zJ~WYP6#}|IZC%}?$9$4O2_qyTiX6G`l%y?iafzhi7`*|uJX{+IGKCQD5Ge@>QDQy; zfs2F12f*uPDjMwTy9FF{k?YO$+uPf!eW^MC9Df9pO{@7Etp0QgY1 z75|zDn@|X}SBAEe;OO4AUo!u!eAI znQI9nz*TrO&sYqxK4+p2nb_5^kPuIR)rwrLhC6obr~_*+2bqcE7^i~;iydx0K0cUm zI{jE6ReCi%evAzgqch7 z1(nutm1TOB;LKX$bZby=->J4ebym2@D~Na8rV?@G4|^}+yVFtm^!ISjpVJmmE>$`o z>4hm+T3QA$d|(~#t$6TWt>*WL*#^wG%kNwvl+T!&t*I#1c3k$};c zFV}#f!K~9X*U~};k~{4dU0hL7QNYFn1j#3P`T4`#z&ebOkw3)6#{;%YQY_st%Gv5` zfaZik0|(l2uD5_@<}rl8KbBw&<+ONdHXwvCvrbR{kAkKmhYSXCnm2_fT&yejs)w%A zE?L-i%<ft%}(n=_LLgr|_;f1hB+>zp+d(v*`G9KkPEgsG1U;Xp($ zz|AD@K)iR+&(0bhjd1O(le3-l5+X_mF1Z|j7#Zi%+v55V^-lgT99X zL=ME*(y^rbfG!Z2?<48;3Ib6A-c4GX;LJfZ)1v;j_Iq%~NPLTgLQ;tSZ3?)(pU-19 zO}ho~W71DMUqIwuKMtsiB31PmY`t*kpsL&REEU>|qbCr>7hs|3kGnWBciTJ49MY?v zD^iSOn$vzdwWIJOXZ+VC~7T7Ju+Q!*H3dn_q~Pbhieb zdW_>v1$%OH2>yba=o-c?ZWA-D0+rG~QBfc%U%*f!lAy!2N<#QNv?PsOti^9r+FpRJ zae=N$4yJ>z0sEP8;G#1<;<5_@`SJ*4Y`JjGa%m<3eA|K;Ptx500^xcb`kY`My8n9% z1OsK_vyx>vqkq;64}4EgfBNs!02O67ws1UP%&F!?5EG(*KNq{77K&-%=NOn<2|d$` zD0~KCdITPRx==<*c-CHuYQJ~jn{CISfk8xX9+y#%81M_FWQjk#*r}1#I0BTbPd%+q zAvuq61l78{xo2dBF(pyKN>e3Y%FD;M5FgD#kC^DRm;1BwpEBOj^F@^&uw8QS{&{2g z5mF6@W@$nl<315%Kt%h&TG2AVB=dd%-#x6@hie7iQ18+Bs2)4qlkT6;vw$MpXW*-{ z*I3rOQ}+-9_N*W1vYLxMGh?%#IUeH{xrYsJnlkPF{bM^Mk4v)}Dn2q)aopw8c>OWp z(+qGTJs)R24Ei?I`FJ1g83)Q1iBS2--NEMD%nD?PD9D}616~y1m$B$HH8}3gv`LB>L*JA*rU0q9Ld_{=Q?Xw0m zAOHhiHO{d_tppHfxbuEI+PRk6(GYH?Qa{G)b3>gvz)T*tmt-elDSf?1VgAbsvAcT$50zy|^ z-Su$1gCOh`BI3qCqEwy4YR9S$4GoQO^5W6?OYvo(F&hboV$W?@2;GhJ2pqM7K)_d{ z+LDi#*E~YER24AD0Bacztc-DA%u&k=66w%baF+xV@DMkuWq0f(Bqr9+CH<1V2XeUB z$dbFs8*G)8RbW5W6&0MPFn)3l4!gCUNNQ^8EOxKkBdDn8?{pr8S$E$?VKt!`q07D+ zK@(ivJ!+*a>?e`aAZBWgN>O$35xRtkz95A~1gfFVhJLNtUwz&Dk<;SA z%yT3 zKe&pgx@C#a)OIkUVeEO3l(R>(!+a%jvs(^selRA>&7o9a39CBCXTY<|mX00S=4|i< zbP*u3yXpaauJu&wR9ptI&vwXQb+VM`eEj_C>gvF?)dPbBZr#Mh#H!hdl&!Tj+RNvK z3;6;r1|Ae@+V3OVukMb&TUHQ3L>0ik-ug(~f60)*=Q7s%%}J0~r55=aB;~1#xK#8> zPC=IE(0h?-N!0}f2BEj?0;K`i5K(=wt+#B6Z7`&CN+M;9SXV;ku@xzHH6zKu=zRp! zGJ9PrCTXNfUo6TR>$62Zf!IGg_KzxB14pEqJF~KIttDT)K{)+?JFzYbx>k9H;poe1 zsF+-}Jl`Ry3K_xzTNFI#Zs%f=1Sd}K1hVz16r;I^4F<$};tlceNTnd)Hn*9}S$^)h zvX(U|EIC_71$z)2-BOdsUE8i{Ut`_bTLZkp6o*+M5PER3*pmUai|-(cZ#NBxs`cQH zwfr25f6tFhM3)G8bp{OthF%IO?N9Q-0spUWzo6RPh9lib>my|gtvpxJ<75B(E&Jar z8p5i^J+V&Yb;O1sTJd|FPjlj*RAGxOBA<_Q{OF81ShO50o0eSGWei3o z`z{)?;F{k4uOJ-SEXbd zAMA2CFr@?Q!+9Fr0X;|{rIlv}V*kfk=0s$&9lPza3dSolB=t7^$zrtpF zHVi0kAeKM@xsQ<}LHa!O2J?e%S?sNcGEZ{SUP1T~ zK;xY!Ci!l@<|QGkuZ@qURh4*-wLVi!TWqvQX8wrw9{%Bm3uuBK>738Lo zBYwn%ld7cGv^&Uc5o*Z%Jz_p&}A1R9Ws;rMNeVTKs2@u>N%YmfC=p zIyFD?v59{N*nf28j*gL=n~R5s_wFvbcHzyBZcEZL_5h~FMo>v(JPhkcfVZnD>oh_=K3-Qf(e00C5Y>)4eZO0WjwEL298tKwFH#@ol_X_hAlvc?73l=?)QLJ0m5YH{uzj?zz@cEQpSV4 z1U9o~Ol0IZkP$ql0IIJG!@i_0x$0yUT$q_Ph;dwLU44K+DkNQ9`HypI2iE0fWPPY}w)0A4HX9&@|1y{)c9l`M`EuF@`j z!VS*&DMD3ED#ae)VWgOLy;uht4bYRT`Rp_KWK*b0N3Ah(8?05-*ll7Y7JrW`B z5KxmR8k;k~G@scbsU8dU;3WS1#~d-bC^|qdwO!UC@7Y1d;~6{>X{}h3=ha$twZ&{! zO>A~H&DB2eb+KIR&v(^q^=+llMKff@oAyVu2Z3y$>lwY}XkOKE7l7rix`7vR*Qk7L z0@64LE^V~5v@em6kfIPmb(^SFjEs#LES0sjKNbZA1bos|P*eMGt=xiY<{4d85eLoS zp)BnC+z}deR<)dnDE7EhaKK5e-k-kwWeE_HV|$QR198ncoFO)AVgHUWyX=Zy z=nI^7(9gAD!RuAgnBCRa7atfFrf;TRF5ZT7F@)a-0&$mH{{Qu4bN@SfJMo%M-FyF;`AtHID9yj$288m*JxGipxf)OB z|7XacbtYk)&Q*C-y9MS0={n?p9m_!S$81%M#n(P=4B5idmlDM(^PCXKtHp-1^8m3)!(Np-F8v~L8^#0(%=K1&K4RgVa$Zvf$Kz$RwkG_`$X7({A4u#e?aA1Y+ z+#k3Tu1`Gi_5{wx+v6_zC}^{m>rf1IH&Of1opA+%AH;478Yom(to22`SZp{{w&?GC zAPXSE0RslD{1UWX*ih@^Q$*GNj#%L7*tI6!m^eFQgm$%8XjQZ#Pywt#Y{tpSsK14(HH ztwrGAoX6`Mmiz(H;^*xs|F_`t!N<>|R2r@q8{w6c`V0=9HBAE+Cqxtk^-*CxGdOB0 z$c*#IeYK6d4Go`q0D}PHO${s!NZhjvg@EyW=eag~)P25&KxDusyB%dnQe7I5Hj1fX zc>b6J7zEaF)hnWb|GuopA#gx^)Di^(G3=tqq-A0X4hXQdvl9SCFvjy$x+g0ufo5}U zkRdn{2*b_xGjg&M0SblaGA8r%>t7H8C3~DtgUo6$xcP#Ek&%%>QoF&RJIu$&r)r-H z^MmjM!<=`!(edUNgH--maHIkn$9&tyNi(RU15Uh|sVVTY@K>N150G?$)FVIvJnzmX zLCUyrfuSGlS(FB(EnofMof^gOqQK&_TSw}qKtv2wKIsZg zd>}?a_inFN>#3hQZHC}3o-p2u|U4_Pz#LxQr-vvj=yC{?{Zw{Kl9Nq%P79g?- zUC-CK9)Xlv=B%`;Yg0vsNEzAz&Ym^M4gdZv3JThMEUB)}o`1gSb9!nIie~)q^$j5r z@dVr-Jzb7OCe4|pV-Dth^=UuGb#z1CPmauC%D7XULq!4_rZSXeCO~U4_rg`7@ zwj150)D&cLa`Hc|N1Y?o^78VJbFHB2-yQ>lYEMxbA_24L0v>~(fkNPHTYI}qJhuf< z@fi;$WsXPy$H2v1cyV+zym#%`fS2&2<-XVnnx39s7FbtWUH%2QrcObjouQ{7hIM1F?=M-5PqNj5SnidnN}sHLm- z`SWLS@#j}@j&`R~9v&WYaznt%0ZhjIuSWu$rD9O!rD7JYkd~3LqO#IsBhkqhg^1sL ziuJhD*2X5cpde$O*#xdTk{7^}R0Y-uZ zb^u~6nBa)$s+Bkj0XBaOAvUE3C4R08S8?mxt4dZeih=0> z{GkFLo(OD&5Wx{^3no84>%Wk03I+y-f@paTpq5_^H3In{d=bxEpk38SV3L%UCIl#J zw2r5mvhw?Ui$hf)KJB7layVLU2Vf;YHwaxajJha-+l|T>U3Ur}kDjWks;e__S^*#O z$Oi#qd3o8S5}6nj?#YyZFI2D00|*#k-DS^XH-hc03cw<(rmJ-zJXFW@pl4!A%jG+YMU=E`XsG02~elpR)_#Rqbc1EN8&3Lz~r2OlTv0 z-#|%W74k+#>$}tCU@ffI`|xHghPm8@lj#gPNlA2INj9LwQUUN&0ibg^9G*I?b@p|!fj_s+M(rqMta`YsR~R8AWNJ7N@9kxW3~2GI0w z&i7_n%E2rE;0n9?aWE+X>=GJ56=aR0U+^vbG3G>U7?ToJs4%TS9c_D!YJV? z#~z6Nhy@&XK|cD!i>O;ukYW}Arj>gkbGP*4D(_G4di5^rySsyWK&xG|E&cr#x0grYYpIjX!)auR0fb1C?7n<(AX{%b#1HDaf$N9U z%Q%#!3v?HREh+Q-&Jw^{Ko+1Y*{Gy1#YjSeNwWqm{r&dR+M2`ZrhL}<3OM1rnrRHW zB5P}FD>Po9{tO71Db@D_3zeBk#kXx~!;ioz2@batC+t*bV{lIlTM`NSoWhE<>N{>r zKMDdFzkY^FpxPp&klYG6i1@!#^Z)PP-i}vZgp}(G|5rK0f9elD7CvNW<>F!cUj-5W zuhNzOl_LH>DjNRp0*1SHy*(LHBX>Xhcj%Ad`DX|HYEwduKIwdee=7gegmZJ&>ZZ_; zIJQ1+{Q+686)KMjcTg4N-$^18GpjpY_OM5C2L1UkPI7i%u+v#^v(YGWzu0`wrZU`o zE1P}=`*k@m58y1wX; zKyvf({!F0xxcP3y>t5%6^77zh<>BPv!EbTx;jH;K{o!(PW&EDx=;7f&WSdZAmUgEz zpfloTMMdIzkZZ9F->@J>GocxlY?S889jMAq+Xt#tf5uBIpI{FMd7 z(yr|0MlSXEI+M3WWRuYo>#D_%PMoBZoF^OnU8P;-MJ8_5CJMs}l6U%!^yibSkpepg zT|VA{G;(#$(azDm$j&^zNwLU5(M2a-ssEM2*+xP39q)$m{L0T6?Yqw4$-0#+lW_p! zi@mqHTCwQVY?st*mOc>C_<2>7*^ajVVLG_|mD+77{>fppr>Rh5T=aMW*SdZIuJoOn zY;1vMpw+2rDNR62#gW}X={-5Wh|}zztUOX}bJhNw$ z%iisrb2l6VVcDr|R)bh>!I7gdFQ?eNXu6N@SRy$%muJf#EPQ_jw%SlT7Ve2=g8 zxK2<@^<^-|tO&PTz-H?Q=3U1)boSLBT`dww@j4HbM~U*_d; z#it0dvs*d*u^Cl3+%LCU$`-r4pSeZF`N^ajt$pPT#fGATDEkMl$9OTSv+3{D!sWr3 zD7kSPq7G-3U^iFOv}NBh_?PbpXf{(228XX%B21A26k095o3y{FV;dWvk7Tnh=+p+UzErC}r9n#gMo()`}vB`$gNg1~00z`}Ko#`;oQ3 z*uB+@T&7R3Q|`CkgmAXET}DzPJ)^_Coe*-*zaYi<9@>>zAJ>FS&sjjBW|vP~h~4vj zw1XRAjYYn}{-+y7)rUEF*|tpFuo~CS8#!bubPU3k+$#mAANa8TvG@&s;+m3=`i38a zw9~LrgL?VRzd0AiQzXXVmu6HJBRLZLy<(BN+2H+rWlB&mi!cOdE z=$PxeG_k4eTqdTh*H|O3n@VHrH}hxh-nj}yz{M46S5Ot8g zv#YM)?xxd~7Q{q`LyDw5UEKT@T{64vTPF%~W4E(gu+9P-8(9EC5_C#pg*B+IaiwAa@I}AChMX4Ljb` z{uMVis4t)&8q$+-Q4%n{SE_mxpn=Za^X8Lv-mf-S{nuM!bx1e+b)4henA0@~l*?UtW4);Lzs`WGS942=K$f+(+A!}G43 z(IanHTLClR;P9k;{vwxku~PO=$IR7@{s+Fc6~;a^V5rSg2$iHTR`3B|70yx(`KE|%UT))qB6 zHBByGGP(HKjT=D5eC1q~WwI2kuj-q{#Qw?6Bm#Y1OVe-7HCr%y%ZmNlI22(X=bSl; zguqOK#K#vo5p5RLsXyB+wOSA7FTc8g@BC|?jPD4iP)E`%wF<$zZya_}UfDxwIEmT#g}RQKlb!>{h2=3F!3(6W1L$izVb< z-fQuD5g~tVCAsj@5}r@^vMU?pbLKGWFU955QNm|ANgC8Ng`djyw%5<~)sASANHW5+ z3v2s8rQV!L=6x#_C(d_6yNShgI!>RbHR$e`e0La+>EM$z36dFNok)M4=~vkf`@;$=FgHqSzE;|$}U z@Bj>N+Je)lGS6k`AzLetD>-u#H^G~RxU!PTDg)icWcNS6b=!0kCt)vF==f*9Ro#8tfnfsyxedF!?whV{jW4qJ_wcZ+zctTuajTKr6 zN6E9n_71)%LN9vlG&COQ1flli*cOtE);F$f%Anz?5ZxZ%!o#eO@^nAgLo{^_%Cs>1 zO1kOQNT6j=R;EzLy#nO!Es;> zhvXB*-7$LvXb%0c;Hv9FRy^MqD&u#3;*#6c^V z*yD%Vyc(}-m3~_IAxnNPi@MtDV$x<5L*h6L6aDP(*MBV4%IBboTuP)xhNQ8iX)#F` z?lYF;1-JB9Dm%ejDUI!DL zH{a7*y9^63yvdP_p-f)*jt427inHM1rQt_3_)@LI#giDn$>> z)FA^-iDC9`82UTBA3ui_CSFGO;!cmSn{6oe7%j{vBi_NueOJmKr~jJqJ5f80Ixu1q z*U)9U$J}#Xt{Y3k4$blOwA37tpi8&kioV(l>eXeu{V+p7{vFRPHBIqIPXeEL?CSEh z8CL#k0s(&l9OR6R=p)rIp2kesKC&qD>sE+7W0@^2rARIMWv%0yMfHL|%T}(g!2o7q zW9SbJcPyG{^DR5m7**x7G2!3O6WqTb1q|wbdmv`hg&L%8bJbO`wO1L;icEHqv=_p1 zW=<%eb$U@PTRzamWD_J9Z$VRRnb`R|mUZ5y^?jdnqo*@lT+mNv{+FFAT74Nv-`Y~e zm+SY|<3F5Go(In}ty3*8O!wah2Azvz88Yh%7 zxmEWH&z3zp5)#h$U<$NKN~jNJXi>Rvv2&{8mL2!GQutAUGT3l25mA_h#efQzP6J7P zgUuspnf)h?l;60)G(hDi>0QDhc!N5cLHWdIrB;MVFX*~~{?Efn=5^Wa=Je{s3#evw53$M83L z8yxi364;L<5O?7gx96(XZ7g-{Ib+Q zQ$%FPWNwnBkb6?=lg|P~Fs=!+?Fk<9bc}8Y0xO(jggPGYv6-*=6V;L+>36Ea3ZKy! zCSHeBv!=T5d(J<#Ja#Q5xej=9d)1MldvHtu`*i2{yd`V#vdS`Xy0q4L<=xEP*09_i z&HLbc+kIgpRwD-SIocg9=J0}v=QBrll(**NQ*k|{dO|d*-@nSjklbIs?iD(J77%gS zp_%fbft>9Y%Z(rYLy?R=@l)?7BXDLa$>zQu1Z5w8S!OYIeAF~u)uMVqyKB)NnHO0n z_j{?TpI3-06s=ThIl0ncLt&yY7TH9P5Hqy1)gQ>8qIDaIc7OVq=I?n3|q90|D0s?3_})MSr|@dmmD}d&@U+)S7Ij zv>k15M;Y9_O*Iw8v-BrbP4^^6JgfO+VTTIFWmfzB(HxVxt)FGpq7<*Hn|B^t?KvlVYR_z9HZ>myQknzF1z=4I`s)evFRhI-HwL?yJx1XHIyL zbIVyKJ8+>yJ>PM((mjO?r+uI7Y2aOn_~L}P-wwQbEs7nhyX5ct8WMzvbk?_r-P>@b znp5>f-0jVx4`1-COTpT2ccfi%%?YEiBGTO8%HK32eH4L>Pw5Mm+s_A8_z(#$4b|xC z3FI`os;W~yecR>viNtGc{mcNjBdKuja-8?Q_mqE>G>kXoUAu=-b_BBqVywB7-mC2H zske@7b5jN$9}p=7NF`#vvSuWimj(T%LpCUS8Y}COhZo+8bWp_ix@)uhFaWp9-dW{) z;Er#OOuydC5MyH-g9f}v*(Xn5I~Y`Zku(ouKFd#Z9x3AABBD5o-p2C(%48n5a<)Gj zEoAI5y&}$SnIMhgCN1U0{_D=?@a@%EgoC6I@4*qpMK|PY+1W>dgA2Xus`XQCt0)v_ zW4EVP;rODyF5SX6!oP6+;ZD*{a-UfKS&YMZs)ekWNy^)*#8*lKFUgASL4z$^kSF&o z2uK|RaP(rITS1e!Aq2A9Yr)NvFyUCf`ZS!D1J`DkiSmG>aSyag2vXK+2sEY z8%qvShoPQ@4r;(5?y8h6L?Y&^iVC4BEHcwhF|g3<`SxeN{4Mf<`Ac0wUcu9mlz9I) z{A@o9p5_^HLG$=)gBm}4n44YTST9+q@u)HRI;3|ZTw z;d{+WWmXUQcG04l>~-BRUqjBN?p|*=xzWrH7E^ikH7iKL5$%L+9Djy#+?v(> z8=vFAzbex?d*?jX)p4MX_<1Bo<@XXY#hZzcFMKtKnigMm0tcRC+geEBtm7n7>;|lS z^4@&kv)woOHx260k=ZnALn}$ssgJs2CRpx^4uz>`WH-{oewH?tP%7*2F}(;PLDWR* z)|C|aDti8&<31vmWGQ!puUc29bXg@YwUmj%Uo%=JXZ&vd=bc*SA7y#ZbX~?@WEy!0 z90^J0gv9v<@Gf!^@``;qc_oaQkTZ?^B#ol)iO7U0C@duxK|hy*q<5$-%pbH96c~!op1n_4>?VObt78LG=FL-LwpA0_py69u!J8)Y(SqcA9Dn{bi{i`q9 zQz5Q5Ya772}iJG`(EC?H}vb9y&P^Pr-BuV-+vCuqLO{9x2cB8y8ir)p<`Gu z(Dk->q1N&xeD}KE{9!+(`_o#|S=}5U+%^le`_}bZaD}B5rM#>4e-EGBq9q6S8?Bd5 zmOF>$P1T0y8l&6R+@x%b3HpnRNNaZ6H~lMzDD<6QX)}kjWcF+BHD4$~h&j6hJXp~? z)4SJKQDsSc#H`-5l{iDm1avXv{~GfiXuCYMCLvr+sXyPgaZ$v_H?#+)V&80M`0ZPw2eYw% zU=v+FdgsSeT=mWKb}HvnJBQ>~Hg~+X`vYg|#%&ITzeRN{t1Tk?Ptnk9RnD9Kyx>|* zA@UQgDEh1M0S~h?AR?dOeZ($X(kO;T)6RzPlA5j0vM1VgDwdlZqoHcUdxGrrKv*2^ z=me1>xubx3p$B7GN?JS0*wo`D=f9Y9pH>QNo(XgjEz#I6+pT-A z9!?Vz{I|!^CNy&Ctea3hk|@L2JAHs|%9*00M|n02sa7Py$xf|6vm-p2A^TuME$o8F zfU5Hk6(0thP;dOFV|4bz4%fiasG+y2Y$!7(=cju4gBL^AM84pcR7m|`vN^BSq_EMk z7_)10~D%tLzjqIsaYYlCQecatNq0#WMd2QP5i(qBh$i}`_x-_P;A^~!YJv0H+MVuwA>mTp zkc$YJIn~%(CVeJy&f27i>-V;uc?fc|Fn)vR+Zgl*my+H?%;dQupSEI$w_FAUY68Ok zdq%9!%6FY#w`L^M2?*OyIaW9Ji*x=yiI5ci>&Y zx)n~a%OCZg)OCEFDQb?+`K`7Z`FzOP-hSOnvihjS@4+t|U9CrxvazCBt=Z^2jJo{Q zb7EhVMqPZ-e#JaHM%1v!DqcJQn=$3*%dl?_aJpMZUj4gmT=ExEe1h>QGsh^CeX*)m zopD^U>S7zQJ;zV;mjB2iKWcTUi~n8Rv%GX{mV zYIaqXyFozWxov{z&B4|7!#Cu#5ep0b?|DO9in{iAXn$4DvHxVp&MY}5ldpKMDxhto z3!=*>Im%06rT?g6yNuvf2*!yEUDixqih9@}Bb;;&~YK2@k|wl%*8 zt(^qB4bHQ~yzs)#S8u@KXnBcs8TXA5!8A@I9IC7AAwkynMSR{_B?~trt;x6|J-1HK zWfldcd|-_(Lk@o(*?Vbh*I`x_b7MihvG2rSq}(L$r8M7Adri+d<)xTkU*|SDmDbRc zpX|Xi>LcSvmGBlAVyccg_X7J)aA?zN;)TM0vvqpzpK?vi@j^+`j4sFTP0Kii?d!=t z_oq@?%vJ@h+ERY-uTs@3Oe_6@(~3H$p;|j%y6c9Z)ZT~D!4;$cS20CuWBIqqmLI3T zdmu3~4`IUq0igrkMyT-Q!~9!xwnJA7baXdZ`i(y1DemMVWg)(ZVAld36Ep6!@v&!9 zW=>U^->QR!_#o!{eIa^WosI-@6l1c!IMvRy5Q~#kl($2r#cu@W`qHRd-#4&bKHbp4 z`7y+%*YhTbD+iNMY6mkF;_&8MkF)Eq9&Q#bN%O`_;qppe3xg8Ct_<`E2);^HMY* zspJno9WBL`kBy-V|1IzP)xhKf(zKjD0?`J~QbPeO945mILhiDwfVT;-U?tyMGDI)! zeWhI@UnURsu0x56DAU=U40oL8Qz&rqHcwGgTc^G8OAE%Q=!Dkm4DTf;urNf=Wb0Wx z)N`%Av#;?Q$Xwf}bJe2uJIPycwfiG_3wUv?|8$p_f?KU7S=3W8gh(>u#Lsc|A<2x{ zdVU+m(8ZM`xM8AxS2h-u;QO#X7#g0I=F5>ljZa2TD6iDAcBlv$Hmvu*-%ln_+$qDV zo%b5u#>zuMC?5z-imu8-{CJKxC^)nF%@tzj_)}U~yrY{Hy+`obhaK#KGP9_U zS9=Ugdk({h(;-B^RE}$3tpynRl+gv54256j`<=GIvSc1;=kxLiR%-gTpl^@bWQKq1 zUWya0704C0S%h<-aMBYikrgCo*k}xstPN{gYa8?Zeg3KJbEKWqu}Nje*| zfe=Fig%Z*Slr4n;X87;#3?oETY;>MPbbe}9l;3;ruiPRtAoY#TzR&5KddDRs6=H zw~pqrSIz}R$r`BSb3slc3T9c^_*_sG3hngf1K;#UPI(RtD`e$~WdvU4v`@OCXLIxM zHR|myQ6lTBYEl8r{iBV=_+kms>aXlrYTrI-!rgv*?dm{QTB)UAOIWq^+V4g~iL^QT z$l8>g0VOqeIn!RINBB;OX%~|!>(@o{XO_Gk6?F1>y7Kz4L}wJwj&%LKmX@h`8K~V2*1o=x@7G)Or^jSj}N0n4dw?_WJ$Y6h6 z@W-;*CfSND_90V|}P}&-;NJ z{z?MLRIKW2p37(vjRx-7@;2ANAdMmn?pvY*Lk5DMjyZM6)5@W{>!KI$(`?8C8>?)^ z3bUSAscfiocb<3TXVr`wF;2#t^ZB-gji)}PK}wo4kn3=il{C9ErTF#4pFMOZFRvPd zB;6o4>~%~mtTU8f7l-HWzA!iaWxzp`1$kfLLJRixi--Y7dgUh%$R2^ZWjZ~cWPgY< z^s;$N^3Y6lZIRLnx%59HBTa@G^JtUacwAs@-8#7q_pzg3tfOr7wkV#?)Ew7A zu9ciFKlGZP_?9C~TyOdlV2ze{6XuypBG3r%ak135WKKpKwEAEsPrWMJuiwh&tI@6D zr9+^4&Y)n!-tp}OxbmA`lRGc$PbKU0O+%D-T(<)3-k@9Cix;5cWf6nm>D{X(T z_Y$chq_w7I$0%+v8p1nH+A0{SiXM2g6TW(P&Uo7F(|%7Y-i?MEL{}=wB1*^~d}@0~ z#HnKxEk0r8auq6kYKA%1hm+5o&R1OD<5C-mOp2&hk4MguwI?2>8UBqpBz%$UC*uS$ z{Ik}4=7M5!QM=3`=g_}jpMA}#4S>oU_&>Q?Cce6%ls+FjNQQos_I79P?<$MLPm{7n zlDGSih9qBxqt2nC^;K1o?l-14PctIHRtdR3%1)duovW|xkzOn46j@i;Q z)@$hn78=&LbBs4#XTK5%%;2YGOavAPDMd%OO0uK4$>e%+dp1wX7u7U}Unk<=5*JOr z`QU!+o^gt{x1hr>2Y2~Lb?m+jG4tT!rLmU;>(=Y|0T#-hx$hx zi~O-v8lo@KW=G?R%N#=y0oDQXs2JH!4oXan^8878ll5-+0eE>t7MwPpD#{uxf z^hj&DJOn;}L)%QJ)Bbi_8 z8D~`&*)>IUiH_0_JWf>TR15Q57uB_7yM|@R+AsJ8oT)^PJ%dBj#F7I}g6V46B0J;$ zjIvoYvCM)04?;k_zdG@1-tK%5kaB9t$!_p~(<8)19MBsdC3gQhYBebMetp9@uP?`e z$!)umWJ}=y>R^8en%y40Wa8OwZihDCrO?TfY}E9r55uy6)@|ZVEAc9L0mq9x`^WaZ zpd4A`GOcmgQ$*%AoNO5mrV|FX?>_1SlA_RVUgMTgcmcurD&e)Awijhn69UrvX!8Zd zA^3kvqdN7O(qfN0Wx#X%b#Ul#8yEQ4NI~qgP0#a77frlq)fP6R7%|39I&fdqx%Dow zKwvEUCS`^LiXA8kZ*s2htvjtTP7xaD+b=Th-My#$`69G0pbnH}ni=vWX9h}ub=nT8 z)gwX*)`^??=EZt)MMhe$x<6vW@E)yyieC;~{J?QCbWGhv9Q#xIqdvk2)rE5^*qE=< zQFsar^etN?RY%pd&8;{Hf`;{VYOzo9Pt{wL9!m0%EGQ0TQizDEKQx&djsfvGyq8e% zKgW|S-2FrSZPK(9V{%RtL4_Zn-k`47HdjJ2@)5-)DhxB2Eu(>vQq`927-`# zi|N0oY+)Vmtu;!~fZ1+?b()T;p?E0V;$E6{emYEGv0{*1GoY#^16=;dEZ`n%`rbI% zr39OXyK9RENWZ_~Iyy~5s~LAx(aGC`*D=c_iY0BqY$zmFFlZcf37F!Zgxdvd#~y6v z%2pDtXt^lEHDf~PdEk6pU2(2w$`p)d4-O}!>29I~&LNDGbug;RXj^AJOP9X8w(fZ& zqY#ziJ-C*An9wrlM(r{&rRxGFQk-+#-Kz-Ms4j=YeBh=-Hp^GbAw1&c?ifi2z7?tH zEBj+yOk0+`7*B&t$!Ii@uuql^*`#oUn*P2hw|KoXir46pc$Ow=A3Y1z4LNhHpWPfV z2Bkq8invOfZ2>aCF#pNG%>)OXMaY24_!$oH3k6@d=BnTOnzM95l%d5TfqQ2_aOI;~ zzLUqNLeR)&>E*oUC5NIZZnCx=k_JmdIqKiGfwq@}DcUDDP%i}i)yfN=h2d5uaHDMB z$HRz*7#L{JAku z`G+B&J?JcK7oEFK48{DW+b=LY9KW0SqS<+cz%f@!y>87>#G|`p3M4k=yD#TdUG65J zOeD&$tw#ggb?tA7T9;iykCY9#=qQEqRXRdV!gALd1=ZyLRY%f(sV@l??40ss+3oVZ zaY~N(>f8*2)ChM6-8P)v?(kRMBQK!1@T4o_zPoJav9be4ah_S~)Qr}heq7*hIU(J_ z^Dd_3$^P5s)wN8dfY{W_Z3g-7xw(10sTTwd*^9}upUegwI`T6vRi;Ug4)?a0m zFXXFjrw-iN zvmFD>1E+&ZjLh9%LIFKx_BA^$E(DXvk`lBRCAWFRedQ?~w^Q~kIl*EzPhz#_=dMeK zx{CeP=n)6p{iN7rV9$_AmjO1w5^xv%e2 z=NFDO$xNcu#h%vu-K0e9aO_o-9=Tz&lOhv?od)OlMSp?bWAx(}b>qKr;CyAST6Ek$ z4qn+2yC>027Vm6z{7n6PfqR^j{1};~B+h)`)9meKB!}8MUi_EekU*J~1h1S2B~l3w z(gB&9IkmG*)_+T}N$~9p&Pi$E`O!QNZSHvDrW);tc%gj)XH{pK{cF?KkoO+x*bttG&uQCGKw#UEhy{c7Q9oP^XxM^1GAZJm<}} z3x~#qZcz%Xa#1zU0GBHys;UFj^&6a_^OvkFsk4i*ondL-9WUTwVP~GyYCS0dYX+UrerBxG~Dpazq!t79r-_fHxvOnYn!7(X4eT71s~XvGkCG;u0LgX&wpG+8 zYsAeIzwRzBccUfB0PyRmq(p7KxZXSU%tu8*p6i`lWDLhuu!>i0?HUzJygs7?gM?kv zw?VK+^&7N(R{{LVOTPj)WI3~%k4~l)rN_=J$$3q}4WkE{>B1-&Q+qu`p-{fRG0p3A zvqRXQ6GK!GNIt6iW^fjyHt|;`raNDt)~YNSGgFcyRSm&ua?0+urO!l*0-2c^&R#bY zrlJEVMzT4mN=mvPQrdC8-)CWEv(|LtudC=Bjw(bcmxfaf;HGaUX~L_bl9`s+0dIJT zGA9xHRlobGW7l2eBN-0c1)*(v1b&Xz3y79WZV<&aH!M3D?`p2J;KZ)x4y3S0QH*~H zaF`2*$_O2NWYZ+nR8Z)iz9JL+YI)$lv9YrqZg|Gd(B0s+mek4Lw9gGM?Zh0f+(NX6 z8#+Rtd;GCw&}A2mhP+Y5W8BgaD77EpP9BsMZOR2?v6u3iR`w$+{@Vtt-_|`k;R*nL%_(bbOLeOhbPMH;%>MWgt(3k>yJ0_q((0)U z91URH!*V6#&5 z2nTGqi*k`onGfJ0M|(e~3aCQ_((qm?9S3P_0Q)w22Hn%uFIYsyI(v-x>NwI5*@J_c z&L^4MOF@MpLJE200C^OX5qCa}Z%1@MOQO5&}wXz*#mW>OZ?BYR8hw2^Q zn?S79pY>26b=LRwu-vWrV5LX!Z5@4Ni_#?l8qBsVW_pSQS%7E$|HgW1e zai%Gf5U>yGO6KR19mjCh5q9AzvZl?-dG%&RCW@*9CUu|pxuuP%4oV{*vGf}5%;_P& zn6&CNzu&BG%X^zI6(RKj4#+J=Hv~8z8AC*EGFyMhW^>IOvO067m#di1_iIl)Y`JCg zV@mw7xzx2onkHp#*SM7=Bl(aU1TY;*RwaJ6TT#M-MoHhH(~U#%>cy#ukm|^EboMa5 zfHhW=R%9X$T~fBkHKLOnXgPFlDiuCel)w{;`8=7(WLVb$4lRPwBIBekVaDp%5q#2}LS4;YN>F83pdUrnu2UYq5Vp?-^0IM2_C)-(fa+ z)W`iG-(%9Iq}e6z9w9oKWmLEAyyA~ys;TkzRs|BMJT*6{8iRgz)!#Md>jsfPqcJFp zdy2b1WP^u0>;}ro#IHw{5SQo?=agH}DSM5L!F4`{XPQh1C^2?oJC;FN!R<^8)9C_a z7b?sn48j=s-A$=KfzaZb%D8n%CmwyyJ&owju*iWOb3^N^!ldm#Vv1j$tmAg36xQxc z6@~$|)Z4JQrzfZNICZ&?RSOnGkJZ zI&Eg3F40bX@HrjpnNDzi6<_wK=gQ|14J-r;my`~4Xxvj?#Er!tZ^&1-9MJ*Om-A`^ zc84R4h%4@&^|PH8p0h6N-m@-As_WkFaVBI z-6h%9{VDmI=qS%CtwT5o3>~tVc$<9NlzT@YSiRY-u(q>Z zfV*9PS9*i%mJpq(qs{3hs;Lq9}Nu-*R>sCWSbqFR7NYypCi4=T?33b4Hobj zC1t}@n$&2it+CS}%e};D-l^x3)0}PyuFCT%*_h3(*xB~zFhva%^u@e@i-J&HZ)wLB z&_-LbZKM}=T%|sTyhC$I0Tim8(lBIu-kEmcBoamZ^L30~KrdNJVxrm5Tb(PKqJhn; z27Bj}@pC_0o~B5rN~SJlzTyQ=JCf~`K^M`S0O{F&y1N7c**5FBTU_IvDWqIq`)Toy zBHP0zL%dI=c!{`VF+hwvYYRC{nAwluSB|5X&%(JJP zG#NH4xh_jx5U*v^*nL#yVAhevV%Ai*f<$Q~VW=|}_7;kb@(SIwmK6!8jj8eO!ZKmPeUSaN?e5PkRM>~%Hp`Q^0m{b(O-5I5z#)IV7rApqGm8OM0gqNGE+RrBH0Vly#$H`Gs z_21Yadf)4AC%>mzOgZ20j(mn+_}CS>E^u@ZO3kQ3G~I~Dk%f&4y)f;#M>mlVIcpaN zotn`LAXu@MbGbQ+MH6NkWCoiOyC}3SxgZ5x^^0tCW-ct7R!c)A4TS9BSiIXe);6}~ z4!UhgRSkJJWE-i#oqp^mk@Ef8InSSc#F8b=f6U(m2S#gvD-G|s0u&r%lQ5H}@2og0 zLs=r43picQy`z=`*JVr6uu!F7y-9XXUOT(}`P6T}oIS}0F}tqUmfJI%=>%>k$@p<> z2dGTue^$R81dlz3I86L1a_LjNp2sXj&_6c-v+S(wkTzXR6`vEI)mKZF{d)T^Q5dvQ zcHaI(TrONB>0{#YaG_ikl{eq41d67&;dIeA(@+R_+@Wl`UWHZwVc}_8FY`GPU71%0 z2l63Lq57he7^78E#;n3}-1s7Q-beNJ-D!}UI9-t&E1*J#sZblXXDs$luN7(&0H#4cp%)ppH>fh1-h*X;WGr+%FlsTZr? zFlv78z#@Lb@ibB<*}NH~w#&vN*22 zyICt6_Z#&Wrwb~!&%1& z^G!j0_xkD7G&FK3ihmbDDh(4t#rgAtketD!#~=Q|Wme}9E=s^3BxnL^BLxCq|kw zx^H>)lV$6aiFdKMK^KrKDDqgdR{N)&l(^~&O@P{`>yk_(3D5k#RefFN*}2AZ$)^y7 z!U-`N2u%_MMfG;C-Yl=IhH>F)OLz=|qJ;sqS0S6`v;6j`T{Q^=9on>5M1s*fyU;w@ zeywEw5W;C;O5i_*gb$5M{zHf_VFcH2A-059<_{T(tM#wK^|(6!6rN8{>fb`OA}as# z9CZ&W|MGPRDYr?z{t#l`uJ7*)LoX>BwPHM^OO~*gnnQ@!3WkZzsO0do>?A&vZDQ?0 zv0+{uMCyP}hEO%QrZ++tH$8_AT`pLF19j?zA4N$_%YaRy{ifna6a1*I1X{YHsFB-Z z%xU*S!le0CNqyHTJD)J9%J#1`9u;Bp(+#jlrxVzk*%?FQxE7AAMc*RwJr?$)D8a;` zcZP&5)jxPEui8=b(Wk}+aX1M}b|nxmK+WHbleJS{wk|EG-*hPj!5=aAX*z52Z9*uy zn}s(KjB5Rw@0iunYLllE%?z6WL9GJ8_j`)Wc0i#-Z*PjG*=Q(^Zh$9qhLgdukjQ$% zk^Fr`TSu<%EAxiuj$>!xc?5%E6tgUwu*W`9_YnzqNqWNLe1V1b=T!$xOPmz;r;bK_ z`)Fq;ydmo6`-H}Vv5&wnq|lf`2+g)G6$!Ih*oLy|e1tAOC0SoTPxq@Y_%8S7>Dl2+ zRp+0f7a>@_`DQbP|1pvOhbHnhk{Y8CUXogW$H!nhZrDE+3hH_K zqlKw5JF4)4;|V)~_6lwE&0Z6PfC!UR2%#SfG8z*LS$fc<2naj2dWGoaK4Ena&B|YA zCwC12b99Zk-^|mA5YCAzve_)A8X~u5lv52(-v{$0U*p_wUl1P_CzX5FYIf?DjB%Gp z+i#)OV zt=bvtl!0m2pw_BYK~UqA;iSOJrh@G;di=KH#PWInhTD4o#fpQ8vv+Z!LFk~i2o;W= zN4v_{h|^bSOhsz-Pql%(l)FjTot{-QnzQngH+fM%y3-uywtZZnw7uP{%jTvsVK=9! zyG9P0?BmJ2Xx8`1cD%gUL*wb_4d)*0t|-y|M&x}Y1V?J~j%ieV239f2NJ(H zxM01M08%hs%SBncq*+ifg=#>wtY%C(c9^Vi!aLUR6xA1Ed=f6_@Ve3+GU!yxvt5o( zwoRrVLW96MtgGvNTLQxIa+4v5aXhHQcm{EZpWMEGi`>7?PX)el%3tS)W)$5m9e&Rb zT`P{0>s`1wj7ABM&Xq_9G--T&x^Plu6WyZgnm7vXYioZ#`@8QL&Yki&zas&mw-#8y zUm=76Ko;Ww5-GjKCvQ(D@;arCYs0BTNvE`&teT%u2u=4!J{u^el96{Q*S zRH>bFRXtsJnxZdoxHtn(Lk_iHu4StnNvL}&%9|bpIjbu`5Z0n0(WJ&`N`$K@=%AJm zGkD-l+#>Iax3ot+swnU!R5NiU(!l<(jFh^0y5mAl{rkk>$$=gU*-d#M$e* zStVS~g#A-EqEvXaL^2}byCeGK=!YY2n~o3jCFxIBEElF@PZ5dib!TpaWk@h-dii}4 ze!1D2hv{s49HmLWj^A;nUjoYeJ4L-{$3x1mD}Q>aCy+r&*Ev!N4FVhx=%Fw|CW1)G z059pq-O=4bVQ{CXD3i;xh_&_jqzt3yrpnyjO3r4KGboO#NCF4mO7A|;f)m*twBzAn z>0K*{yYiDN(s+@c9FYUo(g#>_Mv8%>Y9p`lJW}HG)MSv~@-05ptEA^OJhMy!bgY9d z^zb^)mc!nAb;v;gE$@R3f>3cHezSfu{JYWQqD`ff*i1c zB?rqm7FzcJe^yMR*=3IT#a22N4&%ZHRX}}T3#Z$k(9!GmmY+P$=0y`bnBFLkrzAk= zY-g>3b*WM3Fn6wT*^=B~;*bGiD zyP#As!1m-dHf82~@X5)_NrUWZB(?{CdRVrv0;-(xRp)r&D*q%HzoYX^6@jOX8rtar z5pT*fUYyZ~wD6}_VyY6hSIdU^>N)qDnj{IA+a-bd><*j2es%UM>M8d0)w`;EUqwvY z+r>;^zdhDpvV^yu{o9M>lvM}SmRiEiXB0KfhI%*}@x|HN(j`FRa&rJ!RkNr1Zt`!x z&oaV!IgY0=gKQLR7(gjU!^FS$&K&aOBvjuPjh#|iHK|dji@du;f$dLHGw`44(Eo~4 zPni^V&@eTwrhXK&C(fimteHPjeKDvb;IZ0Z(`=q_oZYJX0`!2J6+uAeR5gLoIbDpr zxW!46E0bMpI0JWp=mnN7f&&&pjfF8G$c8%$NGQYtbS?efmS0!PruzK^f~UxFkI!TH zqpH9KBDZqn*3*Up3?Sv4W z7ec}-Rfz82YbMIFqx_A32OT}%$v@r+8Egxiu!Xkht>2h zmlgNlp?3&4*MCr2|ApOA9SNcXfPyFN_DeV(9rE4kF>f2=lD}d$i2uEQJJuB8>uhMCt5aQtPL$7@ec5TFY1QK&ayYJ@C}{K6{tI z0s#G0C4JL<*ww-S%Ll+tJmRI_ia>J^2qx5>U3IxoU^FtDfPrfrzG?~kPP`Q6s=qGU zL1VSBn+dD%n=7dusiJrTYQ<=XBS%L=S3|h*$70!tDi3NL3fu%;LtZcgTRM2(5Q^ znpN*Az78?=GRSR0XvO~KlPeK++)W??Yg4YXJ)tOM^dQlb8Ly%!y+{z7x!Hu#*Ph2p zNEjfYI{^~JiQTd%ec_H|eHDLcuN{S0`6X=AJtde0Dw8TGgs>A|2OKr8mT+0evpud> zjY6X&0;M$4tF}IY5q3vY44vn6Gi+D2wwTMqyw~|}coHbB(OWjZc-%AvCP2;Goe4M` znT3M)I=Ko(^Lf1%G>ZK;fF9a=^)g|ffMsf`d(t^mPiO7*l>Ji;P8^~AQzqiml$AO^ zJz`*ysA7y94;`SajbwFayPBE49*k0}Z|CxlnKUFU*^&yQa(RsHRY@t=4?0pp$KbSE zys}i2?ayA>mP}JOp)-ntzzEwg@)tx3l*YBWV(oRH>P0(1CPJzLGWC3$wim6w(-=zq zSQsA3(;1~nyKsf{{+s$0iv{6u6_`wjqJ2v9lT}`G;Yk+;3+s3|)CJdvgs*kV1+qZ| zPeL;vbDcDb5G{1$74@!AjzL1-OHG8}^L;Wiunx3;gvlUFxy8;QwbzKVy2)4yzqwQY z9W9}E(HUS^lvk#+X&3leU>usEfVit&UHwcZ2xmxhn^B61jL_lQSFBTO;mz3r#ciG8S@?#!1|W3&*4f0H*q;OgxTxW~PvJaPA`(K39lzRs)I z0=sA98vRBXcL@01jgr)47I?_jxL7TPd?%LSCR!B-q-9Gy;>Ak~;Eq zz4UnJ)zKzgpBD3?85!ybPW{}+mY7!!wkf5&>vg+d z5XkF&TJt4F)lcp%Lhc{%*qG{yz2H#3&t|E#Skg-NS1)oC{L){l@7wdS|7xN4R|4n8 zlSOwUC#ai+TK3j-mv3TlhXru(b^Ej4C%ZV7SQ?x^ls zJAuc33t?b7M*aRFq^FOuR-AJwO^{gGpj)J7Ist54Bf{WOb?51k&CM(Xl40FkvLgs& z19Dip3T=&iEeiis&t+ZNE(!ponvw%ua)md-Hl+2ia+4U7n6N4sx+>qYs^)V3q~Vn7 z9w|I9vcxu`QNT{wR^XdszRZ6hp?n6A4r6{*!Tmd5|JOZpAe)l{G0m@lm7MFQ^?bsA zs)>*28zdZA1p&MbPgNairtyKQm&QSXp0g*TCn2o-Ng^D!5TOMr{>g0OXoC15*NZu@ytzH8JZ-R0qe`BwUvLFH*ym2GyhV1C97EQV)fJd zNFWf18>`s;4TeA{v};v^Ama?Wsz1i_U7S!wuR3?y1nto_=*qFk z8-ngXCAVn32~@dTr-bXXDeFqvX)>)y)g}e3E^HDtAlL-h^>7M3PPJmmwe#IcYwp-m z;67&=-9ue*_zu!&%JMGHAjZI40u`#~j29exJ2ZG+4Lh3^;L}c>DC}i7AjRrTtx1Cm zv-5Q<6b0RZ+Vzq1L6LfG7PiESQL)oCAAE8dpT{JvmcnJOMw#YY8xu_JH3*9sM=3dY z51mNZ-Z}Kw(*>`#`OCPVZb-yQ8Sl%-WHeZAn^t+6qwY#m>^?P!m++kV!r@gL;mz>3 zSF(F0aZ_|xQ7d|KCFQkln88p0(?2RU!h3#wFJFJDH zO@u91`bb$(^(w;T_+YzTRX!jb&8aQnBmH%VqHjK?^pW@eb~ifStd=J%<+L1mS`C1c zoL)j}6sdoLa1Qoq2i`j^oVE~nvofAvlzouM+f=)bI$Tb@V9)mH_nxK^!Y6>DMFT(U zi8`@bo4AQp6g*N>zWe*2f_gnolia-!cx~+qa0S^4i8QganE0QvkB3?YG85;+`qBl+ z(+L&mc)yMxM?ewikn^R-N=RZSW|!@*0Hzn+!dJFZe~RR2Ptvf!=%7EgG~H{R0Qipq z^*=PA+W4#4K4hWWYFA|uq8a~~MSXC06n##L@O3}xTS99KnG98p?fJS|zSv}d2}Rky zF;!*mO22MCv=9>YH9fxK5@-|PH3`CMA|#C+BGTe{zkkoUnL`XnW*SJNsk$zLa|@=~ z3eae0eKN)2kTQpmG;n?0U&D%H;6njFPX>*_IRv1J#>^QiqCTynQO+Kd6a&H1Utxb! z`zV)J4q7qPp(MO39K)~Ks`CaxwD#Aj2gCb)y&qIoGL)eZT*L)JB>zZ=4RZ=oT{(r9 zQo=A>b#~FP>BmLz<_=W{qGf&);yKq~sg_9kjZeOQz@kaI`I|K>Q29D7jH;=y&-?m; zy-?#+o#j8(k7Cksr9%AN4FxBkw5AqFN<6E9hVxbxD&+Ag8#)RxgXS8pFmBddxjyr6 zn01$6t%o$`Okh;GB)#mSBLVm>jquHdrnliHv1N^N9@hh3cfbCYVzAO1*6SUt&^vyH zcGmhEUg!MF>-@2cFqMi{jEeu}I#sdq@H@O%_d<}yopoDyo4s|?eso`{WO;ANhMk}H zA>MKS1`UygCgQ{RbKZWb?^cyD$qdhI3IJ0|E4i`a_S2n6%}pKo_2R1T-e`V%bAfhR z9PPm){w|f*-5p_;EOTYx* zV^^6V_U16tt~-_KwtyAQt&)gdxgKta9>7)|K~U01RY-APh+Td7uy2Nt*W>H1LAR5) zsDRza4;RhiFZn;64!tyVRS)yL5w)M;&|TZ&shGt5m&Y#J^X5FnrFP z?${CjQdI=oLRhc3>?Pa|Az|?j$_T1U3yO=Ds11#|P-TH*>c|!#_X^gvzJjNvOz2cC z@c8^7Dq4+$PAer0ONGpI6Tc3o|-Ude(LpOdgoTt}?XUYrUf51H#7TE_5 zro7Aqr|t4^&7|^^voS`m>}UH=_m%ojF!H}-OLsZfV#{U2LjR`V@UK5)w3TFz0Zeud z1x&ERIi<7Gt)5i!n@NT$j3yCS5IJN*cay$BW)oy5!$yc20d_XVhG1annKG-zI;sx9 zd~WIr5&`ORBUGBp`&J7Xkc6Ypf#e%zECun841NkXB?VKeayJJ=qi+637W#iEaZ4 z*am|vS~Cd#i|-0Bl+@Ew)dYY2daug`x!eTp>j>q({$-JQKbW(q>6u&c&>AA8YNME+<-SVaw}_mgg@?lG zp_t43m!7?E&-FUhz&!=4F%WslnT;>0jG^S0B2uUml!tE33>&L_dIYIRNx?;yY&(ii z9aR^&nnnoKJ>*naMom7b1tQ(wS6IgkH)4;_bDDwx5ZnwZln*jcod!<9wLw;wypns2 zSvZ^C2LeBDX;I-UeQbs`U0w(?LTDnE z6*82T(>Z(|<3{#k;DJvnF#j2S);DUCehQzok9xzn{ zHeNIK*sIlhy|^S1q39d6*Zcl7#1(xScjj>mM9IJf={(nwLVQQ9Zjs0S9wSmqCf(%c z0&$343-a~wo*uAxQpT=zTq~gr7zErQZ2w*EW7*tRc*Gcc0&$^>(>4&zf8r<#mGcsw zS59Bme*ur2eiY?=ouOilVqR4f|H=GN;fUMsI)}ylCht2~#8pn(F4vG4aj(fbQb$v_ z7A>G#T7E8*utog&)4$lhK(jA#7lz0cEF-+rC;2$Du$?JrkC6S3^k zbzPG|l>p=>)TY%b)xa0%IJQOVs{8FR$_oLiAkXbjjq`_4$)Emc;DpnkI)d(cO1RZ; z2qd>1Ln6qd>1~L^ZMVAx(>9-ZeoCS&=r41d4c28y6=A&X%?~T>&fc+yCiLfToDL^A za?*d_WFqN+1l@=3GCeGSF7nJ0s-d)LrF>8uTh-a&LqN&_SBPeyW)V$9s0K73*>QbvK>*ArPVSYQ7`w52-ItZ&_ z#3IX8USln#TAo_z-fAS8kKyO^?Sq7a3jBC@Wkm)K@!ID$fBm|` z5!6?ivRYZo?!_X&Ib`j?xs(d>%Bk=sy(axtbaYF0%)|3fbsb+@&j$W7+|F87oR-Ge zrjf#}GS?+Yqn}Ovu99jjqKjttc_@6gf5o+B<^KfZk0b3lORIB5yA z3}dqeyQ5K9>#o`*pit9{n8gqbuySK!aNztqB&{9U}fI zW+-Fh*7rl%-U;`mO-k|BJU&WJo9yfDoK(0bJ?U$!5&b{SPP3|I%aw<*m3qe0*tKZF(4dy|ME*tGfw`Xil}j5&3quJV@fwd$h4pLZ2?7=jgFCLWh~vggQQyfEV-(2mb%wlKdLF7 zteoZGx>wvxe!6Phega0iUFD>~I&b1u=FKcP{N!|h1W1auh@}|ONX#c>;k~Aj)b?k` z%$%S)<;-=pW7B&pD=;7Nooi9KlS-S9)onTy$fe{ioS?g^muIQxT20|;vS>D!NfNRY zcY6*Y)B?>yg}n92^IJ#=T|?roPeK+*&6n(camj!E3Ypn)GNX&1z{9UUW&0r`e#_ja z^Zr#P6kY$T4D+qbzsfEx#Q!S$ds;8We3~+kKGiy6AFFN9I87N#S>xu!hZO2m+j6Ab zbKq3R>=fG25hs)|ipZ*KjN#i$b6g$7+hr7`iradOP%fJ)jL*n z-TBZub>C(58Zr44h?wd7DI?qJ=xNWSb+-gW2ugUTO|#rNN=O7dr%mGy3ag-C_h~DDeDykDrQO^o2gePeinRa!#F;!skZe=s?`e^h- zJ*KZ4GA}YM%@9x>V=<=k2qT3%dw0|SSW&aTr zX|1i`$V$n>`jqK^|=U^QB#jf3K6wTOKB#7ka zz?tT31{%){u2Xrkn-}xBpRR&c$f2cd^Ym|u=>B>w)YKdyya^=_-*kcn;jD^60lLjL z?y7jMK6|IQgKw+uj;!mt8QeRYSPbPuV%Y8+rJfkqZ84_AFCPB(@oin40F8GAHqb5f zz09;-XEw2qw~61xUoMN042dxZfGD=pQjl}hTr;^2GAh*8P$L@qsnIE_BMqI_%}ydw zvV7c*7J7OIeW*xw8(;|Jw^XZoe2npaa;DvMPTg<6%yr-0oWIzG<&4rW5YJR4v*acU8#T4^u?C$Tbd!H^JPRrJ(D8U;_P>Ab-Bocu@=Q#rdKCr#Ln!!y z8wLI$T#v~258^;3Ceppy&2@Abf_$4I zghU-jeSHdz<3qS}SAp?S6(8SSc5)TwuCjEA;`QuuOmq8_R#MWD;j0Tasbg=NBQ-Uy zjuGMg`-G}V@%otkH-GVpY84Z`m=H|ap!CwXU`~Sw(TP3u}aHxdmR2ClyRTKey1lR zF1_vj8_Kk&L~Svo_}PXjtPbKsE@Z+P?CUK)*X1g&mBM-zL6&Vk{F@wMzD*?0*bZds zj~YUFBRu2!pk|lEn)^HaR*)E%nCSY2K~X-zS$4+Z>5u9IJ%YOQCYKnnG2< zXwiE0tRqxS;u0B|JPZk)aJZ0Po+m2`u?WNP`S!3Awt?@yXA1|$>J$S$EYo`nc6;70 z4!<}d$hF2tD3uPGkbBu%DE$l0@U|yxDivP}q2zA@^pF=t6eL%i6d0Oh7rIH*6e)bY ze^;*m2Y>rN#NRH3900K6WAEQRmLR24*NeEz2xsY(3yHmvQ9tFSpbVS+ve8Yt#P_RB z*h4gcUk@TI1rhFpA?=S=Bvh;N`aQ&9Cg|^g>hvPRIFRNRUj%w`Q%6z05A|E-6p9;d zVC8Obc}ra~t9bC4FKPu_w)g{s7{3y8g&K8JQrNf{Hqf<9mQj+5_p=2UbY>g^epKh? zHgd@ba2_454L|n#xvlEjSQu*VT~r3yLq1|#72_hQxA3M1j2$_m<_tY-VJbVycnfoeryXYJOMqbJudwD(Z`bN0>3MVI+u=t111P zauds~>qWUeJkzedQZ5Iz*(%1RnzSUk(Wx2MtovcN{OOe8wr-WUph(BP&V zFHqYeP5FpeTeJF$7Nvzhyd8D(SR-G=R5#?LmH%QA z5<_rKVyF1r@eN81IlGa-up$1oh&XGQe0~C{&)&U|)v?Okvy1{QG8|sGRODHv+cqKL zWBXi;Os`!q6g{=bG|-Z~hVTv2EQYC(t`Mk^uWp0Mp-|SL2gti*Ac}VRZPJ3OK@~Bv+(b;^=)rAe(ui7P*v+8Zr*!At6nY`r;O>=J*n` zny*H+h7!aQwdL!ByD@p{Q0J(4ebPr4;=D#rAU)+#Z-G`)y(Z%+iA<%71a`09Cfj_d zcZ3K`nTzEnNMN2-Q~CCmg*SU>GPy~)BE+%!@mHukO3)JZv?rG`c(0-N__| z1T6#tV^5asZa!4ZmU_PBC@~mx1#%XQHLLF4b$n>{8V^T3hEEdxgFj75ixnH^*G7_> zl*&cfT!?Q(FSff0Q%!G7pfT{7YHx+R^B#1%EvgCzeE#@Q(lJhcsEx;BT9vHc0+`FZ zfW@>4U9m;gcpiMW${XkF;h~w@R2KN~gQhPu_-#$$!Ore>QeZNbF{Q1&l4Fni(8fro z8&>^LBCnm=dL&^lx1@j=OkIMrckT{O`Fr$ov7s)aH9yeqadgP5YL^XB9!a_);WaUD zF-4G6Nus@hCQdJ8e507yK07al zsvtY0t^=(u{a%wY6VgPnKXElAt>M;qB?En)%OFOV?p4f=o&v;o-K0aH{|~uemxAIl zf82l#K*Yynz8^%pN;9{v^F*ZsrIQB7(d{nj0B%81ufCpHv#NgOy0FCiFdt#{K7P6^ zDYG0;`g7+Fo{nns$)+Z6xFaPy*eZnT6%q)_6C(89@KT=k{j|<9r&?iVeNX?ieq~o7LBgmrDmw@F_M(_esekp3Ag)hcBn|jNwnQLRwHjlxr)|91f;A_)}x5I zL?NoJ9*4AQ z;t_r(kR#Eya?UGev44( zgU!xy5{A!q#J{&TAm;M*PUh$dju5==X&t3{{$=JzWr~@PVafn7w@2JoSVzUA{IDVp zF~I2(D~Z?@g!rU_-Q|^S495-G`dOkOh5*|<+9*B0-qqZJvwBxnc)&hrWvWuUH>A~M zCQNlzFjkpXA9CU*hNET7R!;@HoE+7wR}1H>yKT5s-Kuzjoa-sf0Rd8~?}J4|>l@^U zF}u_zxcGakJ5oZOFR+wpr7)ctW9WuDZy0>)_XBmi{fjk2Je*wSFSnW(Adbl_Cg(ud zyg=mLr|J5)8u<*r`Z{S5#8Rr$4hpTg7dZ^~VyfePmeF`Td|eAM@ofdFACr^^J;q+E z43vka2r_7!_-YWKaE2iJZup?3$O$gf=JY+urp}r@5`P@rZKDa5;DP{EAzMS{Z2Tuu z{a=VwZv}nl<77SxuC}FI*iZGIM3ha1h0^c(*m;qxy=7cgO~Cex0SYKc3rHv+-LYxu zO?OHPQqnCgAOg}Q(%mK9Akr-@t)#Sc!l7sPd%v zJ-1)5JkCl(z899T^cG{nHu^zCuC>vY9@Z0*m|#D&1%Z$yW~Bp)+ul!i?pURjrz}3oI>xb#l_R$M=Fk&eUm|OttmL3;d6cD9aU$AUF#{b5KzFHi+aDEqfQk5sEJ`_O`4L@ zHn8CHnyytw4hM2b%{;NZ)}$(49cmE#XXpDzZ}9nUa0d(9uW8bLK4O|H5Qlr_1zw8M zL1#V#DHHnE$eL^|jn^LaB7(zb~5sEaArxt>O&7-gA0Rrg_^ zdnE3hocCn4^Mm!NNn)QO_MOAGrDDZ@Qj4dIU2Hi*i`8lIUCh*-R_;^v5VZ5L+fa+a-RVl=G>TOJ{ zVzSsnZt^sPm+u z{KnvRvf)~7W%CB%j1M6({hInMdY#8|W*Alewx8dIjI7FQy}aMEq=2a+_vp}RdX?La z>npupsBWXn>IY=1@P}PLRLq}kZB}~pY3UjC{>pIxUt0B|sfSI8nrjoaj1{|xw_pf7 z4(v1rX#;NFd-066E$5dKx~m2}dV17B^21AouV`t{ch?+YF{imRYL6EAdRqr?s*9-< zoD~%pFHh8Vn>%ivaS%TzNanbe*0l9p2j`iO^?KifeeU{iZ6v)NMGYP0%pF`qOG%0{ zqzNTbsik{Y`|n2ec6YU2&-vU(sk+!?7BSed&N1hCUrgT57l@9cgCaSx_n_mx3lkqcVG8vn9HCT?+N-)b(PpM zs?>Co4HZNFi)`D@-|}oO_8ea{EZ*0cNEU3Q+FQM<(K6wqdi-ZS%a)c%h9mS}3_6|5pv z%_$WL@S}OD^`Eo)9}!=rr?S;ug>+JRUJeG=UT7?>5r4xfLQ!aXEX9*m?GArtOyzVg{D}ttg@25})Tv;m~%4kLE2u4nB?_^nOQ7f4jY$ zkMu{@$69UTr{aj zn`~5-1rE#Y6f5-~9Dmc^N?n>icX}L_xiM2KSZq@vlT+ZTu4!QB96EDI*rX;mp3$pS zf>R*E93`Zdg3GyIb+oakaQBO8^E1|_d5Mu8ls5vHq+-~guDy2sc9}7)vBMq(Drlvj z8}k2V-1ag<=CeS?FwaYkgp+lAA;XFc^C0V)MZ#NGrv9NGc@O7mlTLbD^IkG*^3&SO zd1sBE9MtVovZFMAxLnPC5d`|tF({VovIp16Ex$=@B1b^*uVKbdN!2+SLBAIT@PuM-PlRBU8)YBb5VKK{4_*ioN;LfoDPnOwZ4iq(g2hB0nYPHo?vg34J zpF3R_iR?9m;(<0fQO<{Czs5XoUf*Ri+1=|1bdMu?86Js!xid+S`Q24to?6y{`nXWZ zs$_3Ul0bBf`30q5$=Q)4(OVUn4c0}x$4}4SWcj$IQXpSY-&E@E2_1FO6-m=%rQi&( z4fK8C=(UO=7po_@;Jr8TX7@Hpq4WFqW9O1)T%qvJ>fkGw@!JvnH=Of(>zx)#gS-*h zTWg(FL-%uGgN0^vOEWEUR&?iy((;$)1UWJ#Swl(nOhYcTwb)uLDr|FscBpS;e$PH@ z;T9UrUiUkeFUS%0sB+AD9T|q^#~mi>xkf7H!5?dRTQ;VTJ5NPUiWuegnpD0*ACVYi zO=MEDUt_kJC_G9~@)Maa;S-QL;2iQC@t{kbIb(ERG)3R4r(&G~3Z&Z*RP>*F>9 z!QY~)kMDnwg4w24PiLISM;Hk0(`cpEhAJCH!es8P{fUe~p0@fhrK-wvi>HKhC}8<< zqC8nH%s_R5b3Y<|LV$fckJWrL;Z1dQ zi=NY%B`d@=;kcZCc*{mC^-h6G9p#sS6B1?5bfg43?!(~$G9#Dcpznr*-4@O~24eW) zTUO~|b@XiIk6+Rn1yXnZLP4*V2w*YU6vHn$M1E=2K(ZP_rH^C;W9AhWqfx`c4wqRC z3Fa!{XIuXjFh(DLCESpjOZ6I4V|aa^9dCuUHFJ`cy(v-$Q&iM}%ckwPeH{h0o*_gg zl3zU8eAYU)Yo%msvL;fp>yMF+wG-8=C!c;KDK=MsfYSN5JoLu`hr|Q;;TS>2L;@Qg|J=Rr6j#4_1aa^d+s@dR~ zl8!#LL6aV(>B4h6%gHJT^?bsdCpMq0iZog?jK)sZ$UIgMnVCjv$B?Jy67xipc89%m z`@44M4%-s$=-42I_9lw{LaK5OC#>IsdJ`=*(Z!FsB@${k zQ_QbHWFdgH=sDG0I#YdT)0n#>olsHL@9_`&&z-Re2TUFu0k;}f4=JqJHGKb|8}EHW zP5IQKH&_~+I(8C7G^i+TD@|RI!^*)csrwN=kxTz@J*KpVIi!Ln=`|I{XS5~dLad#`vrlGBjN3fAHkwRwN$x}Sc!HnMV`qm|(Hr>ngMCD%zWA4agX`fxAPBXal*zbb z6PjF6z7f@=?c)20@`Lrg7wt4}@5eA!Q7d?a;NU&PYTA|uUj(o>nny>D^rw7CD2sD$ z@fLhknu6y3S>865g5mhf5#H&=p8mAh65QLIylT#MjlUyR)p|lZQ`Aay*r`yTW@10{ zrn~dVP4tWPN|Q_bOAmO2*s*D=-VR=Um(eP6?RRCtyF_23I9LmY^OAGOKJeRq*>>C*k#UeeL@ygG{H>BqoC+?)`3u=74+K zsutcw4|j^=q@qi8h}wyuSv~F)O(*uM(hLPMYRwbFXl>S?Nz5n(({iug4vD9cJ??ud zOHdpq(^^wTeJA7eZVb91XM;x;+6(D*jUJ(y2CUHUvG8e&&oTIK^z0ur2p`hGUObvc zk{20m+o~t6iGLwaJ>f*!EyTk?S0m&9({zrHn>=GmfQ;?PKcdO;4u5Cf^!NwvA%WU7 ztv*7heT9r2^~{AEiM zQhlB7w^IU*8}7X0;i$etT74E~od1m{)LAXsSsV?i~_PdSYMAo(TKQ)_+aMRYN zTz0B{^Bm2vLPs~HR@u8;Tv)bYC(%gPlZC2eZTef~2@PJa)l7n~FHZD#m%LQaUm^XV zxXf)7mye?JyS`fMYGIDRe)TlpVKCg%b)M`jxFDLY@M!x;!RspSYMXh<&9m73+w#Nr z-jCY4Vs)bUZe+}Vb-`~QE~Xn5{a+uu2_t7A|NGcY9u7{}zsGK}bN-Lc&(EytYHQ4_ z_{!864g76yZ0$(S3Vx`J#;k1YVB=(OWb8oB3gd(h1T;D0*XFN8Y~E_Kfd6yyaFTO# zu<4>Pi`rN_f=@bVvvRUSPxMqKXXWJh?}aWJcxI=u^=pXYe~tsa1O+SF+Zd@BJ8Cm4 zib*g_Spfo(|NasE?;j~{1XJ7AE&jv#PD0%9pVkbqDM4+{`D5lZ1M_<@!g;$pVpb{UhaMfk?Ujk#e#?q+I{g6(WTpkg`IgFa%Ooh!loE$_kOf5J*`eQWyd$D?|!I zAZ3L}VF;wG5Gf3Slno-~Mj&N_NVyS6*&tHTS^rNjrNHi(oPfs`F01)cSOIoKgm&{_Wp5Gm-a{{)B>bk=_YL<&0V zKLH{Io%Nppk%G?pPk=~4XZw-Kp+LS2Lb{qusskENP+EvfItdt4+I2KV0%_B z&{_YN6xbdJ2&BOFKtLb`wg&y9TnPCB*&YZ8q)<2Wdmtc?0^0)tffU#t2neLW_CP=&1-1tQ0x7UP5D-X# z?SX(m3S|@*LPkNh2Lb{qlu=v=83oxM2neK5MsXoz6l8lKAdo^C#f6YjknMqhKniRR z1O!qjqqq<<3bH*b7eYoswgrePDYaAdmvv0|BA+p^V}}$SBD6tT2R(f@}{21X3uYUTOULAD110x6VHFocYP zY!3tkQYfQf2pI+09ta4eP)5NJG77Ri5D-YAjDjI#6l8lKAdo^C1w+Uv$o4=$AcZmt zhLBN^?SX(m3S|@wA)_GM0|9{)$|x8@MnSd*!hfV-dHMfZyh3IF&*D|q*xJ<547~OK zB#(r-rK7PuvxFsBZ;BZk*}OJ}KI`CUZ~V#%?QK$aw46+v(4!Cc-1@|`8AXIY``r_G z-B2+#WKm`=tn`xNh^d-f^~?O_(ctsp2}2y=Pp?fDdYWBLU{7QC1DQ+l1dDO#{43G; z$?&A4l@0eILxSfveAb9pk3QD?=IPJO`=Ti^GxgMtyN;Tep=2IMi^xjdi7mAqPj!ht zI3Ay=LbJ%ls@FDJ=PQZq(*R`tZ+A>7ez(#leSNT6B=@S{4x=WnLxw``PKJdzhXi_X ziYkr?X8p~(KgExx-O^uHOMk<&QO213?!)xpXP{AP1?dClA8#IgC6ZZpA>6!%G=PEgLV`tTm6KyYv zZE@b)#mFhHvLCYXc32)HF?g#HoF+v48T3DIQcH=l`(|zt;ix!UUEzH<{r)~`WM!qt z|7DZozZQU+g`JJ(-%i8dX#StZQgJeLgmyXpZZe=TYnZhKqm=iT`g~Gym%l|Ahcz z<8RO1(~O?HzGqwMuG66VE;Fp2uPAd|oo{T~xVYw}Rq2hpm4y|REb`qBpP%gl1+^zR z6UnXf{eM!j#%R&A^lGN`SWL) zQJ2^8lqqFw^TkfXtve`|v$c`VnMg=NyQ=Eyot>SlYirS^C)+coW@dr>w~>(Qop)w~ zpcfkva3rKO)ChQedL#JOfQrSftIMlqtr>ncF8dKn8!Bx*g=Yi}Gqj1W>-R3p!hbHAfysp(jG{meO#s&vjHO_Xk6Jiy2C=N3PA0Diut$7%{eD z3YT0})zqp?28iz63#dwS4%?ixny>XL_G?3HsFFFE)3l{qEgrZfz~G9)P|e{cIs3Vf z37>zxqr3|JfHAmJJHal?<+a_s?Vpq{^oLy(!Y#XY6)%@6-9p=*cOA(SPYhoN9gP*J z6`H|r@qT?()iYsaV}*LTTKechrj?e;>CI`;#66Os%%r3wJbHE9cSLyjxG}hR`!c~I zIBXaPh9Ye)pS;wK4D$r630BtaP95(l^{}E-9a(oU!TkgC3s%PkT5r?GZFvN zYv|_*u|i_4oUKV|lUpiDin6-0>PsC>9aYH-mo)wB)1~mOEz9ZRcU|PWA8(#ue!>v^ zJj;H%RNYf`m(xRi(@%aSGBY!iDBuZF62*r zxy}^M7zN)KjM<8mk}s>hnmE69WgOPf$#`^Nj0aE${C%BTm3qb54~cUnK3ZkIceq8*|uw77BH7|w*x&CSi!35O~ssj51#m;AVP?rmUdZBloY zR_O_uah&LpCGu{AAzRkQ5k;!derxB)tN8Loh}2xrp25`M+4d8{FF%6i;jg|GlyA*9 zB`!x+R2&%D1o10}x835QfFXBNcW@HN5jPGG9lmMQR!z@pE4}LO?mj#`40}=KB0c3i z6w=cml6B83hmrWtGTI3;b*86sZ~eZCaF=bJPMM}`1KxMiNHMnlDShX(-_~CaZMqIf z!THT?Y;H~#Yn#4#^Tynq$NhKYOcG;pd(ZF;mOGj6^9?9iS_nS&HVluzl|+okEzKzhp8u}h z1h<__;Ncvd0GETl!=S@%2}vb!c6bE5;3v`N(V^CcGo-m_{KnLwcClsE5$kDDF~gqF z9~rdnBH4CR9^At*>`SFAEtU4u5AP}l{Otd@re4cVe?9MrR=-Wq?4FChEwN6q9BHpM z79`nqgId@rf6vuF@k;>r#SMvCURku$$AY^|DeI?jUIc<8KMevPTa3!tltr<60|WS@RfD{8>@qGeTO_nHq|48X;2JzAJ|7 z`|Bar)fwJg&Vi{e$$8A=|-*8NVNUV89>8GYndmG#LD0S)(+iQAfz5O$!5m(18n{bIY z7e(e?$=&BBBL@?tawJqEOBH*kOVS?cDE*js6+hDX{9XcIR}7DOzO~d^x7>RVlaw4H zavBv}D9SBfz+MjDPU z8(oT-j<0F${E4uSWAgL;K>TGTm#vdNF9|G()!DTofr&YpVyq2SF2rOBg;j#aKBZb^OA zWN0zi%>Uto>?(%7pNC!|jwjufG_azw?pAtS|0JIoXGn4jB z=S-Tsm{@VQiRsKT2JA@#9`}j#Kc~JEecgA=5)#WgKJFbqmA^(Fz&9fgHxnjx(vf_w zU;jJy>@L?@q*1}at8+Hl6Plo`U$zGFH%@|bMlL2vW!iUKrLrp%QT{vzU9Tn>bD5n` zmd9H!$mUx2Z$)DCE}_51=_e}8O0d&dkV>DUIe+Frzc7VQc~jLrKiy<0fO-1M5!Ti(;okOPDi{|gL!=;(r<1&pVgmDcnL7N zCca%Czpbl@`+#>{s<`gJ9-h&;BZPj%n z3Fi;DDpzx(B`L4m_JsZA$MTU#MCXS=5~?%!an^nMZm0``dgHJW33_iViL_n3YkF2@ zmJ#0Lm=#&G`9kNEkK_K7wJm~AB2}}H-L2l~(H3DJ>TOaaYIV7HPA{qJ^wCOnQ@o6T zZy(4qxf_Mn7?KVez+cEdwdh(H7PqlJw3tSkdoS?DLCC-jdE5CG$JBak{#$tXJdx%_ z_gB8ZPT)hM_b1!Jh)pemtu=ocnPaSvaL(k=wKeI;WAxdd<1%J{GVgeJAlaG4_x=9u z$hQ-}Y|jLZ83xbY^TX#+{%b<{J0OR62Nr z99gz)awVzfXpfh^?EP4cRAQDWx!E-cv1ZiUmAusW$wR!(4R^D=cxZLJ(d?OO$Dg)*d~h^mFmXa2xJZ+?q0Nw7->y zE)v63jtQwffWsLsD+jsg<|=@%K1!f~Z>b+|p=%%QahXe)`*7 zj7jKyyTc42pLBz~9eHUSC+1EKmyVj{WTN}IZ(NwF8*@^e8-&7N$4x$TJT$J~5Rl`6 z8O{{F|Ie^GCR*F%9s7j%rpv2e8%@-_)A>A<`vSPnV0cIzuWsJ*<}~6*-hE@wS)h2m z&%P2igFiMn(fPOFfh&7fdAkQUhiERIGe0E9McC*iEYZx=qd!&rQI$n?mb*QUBSU0z ziTB*wCDCr%I=j*V4F_st$zN`czhtUY_Unamo&;|OffF!HjG&VLirF@ukdueIsS0t_b z{+;Csj1`!0aI(YJ1i#B4ZmFIrMG(65rhGqEK%;;L2+nS|N&6;6X6fm7`(yp<@TpXE2tUwPfzI<= zudb5R*Grp_v3wn-mYq!sEIIeS1bZpUj&ya#ysz1TzNGuN3ucAGyv(VpwiihM_U&?c zj!nh4OF{C3il*M+lW=+QIm^kw93MWF5gD{FQD)Sb?U~HTQ1(r3Fw&p=nE6Z0<1mWH z-khTS%j@FS>R7%4Y0D1%h>Y?WD#uD=3;W|cE@@(Au4+vr9=LcSx7kVcEx=$NoU*1Q z>ovalk=Kb~eM1AQpfI0coyv3E33zg5WZ1<_7ewCu^{A6guu3b&NspGO9 z=nRKE;rvm3DcVm{JHL;H1oJxKs*Ozyy}+Y*!4+{5CGuUy*SeligF#=(tdn#8rws2B zNgV;`^GySpAex&<2bgY&@Dd*$f%pPW{6_C7x9WO1$~?lB60hdPJ6U@=*f}tvNiYd(Hep^sJC>4} zPsUJC6CoYWNOg@-dCH=*mif8!&t?Y~{g7WmEWMl5r{7e|J@IIl0QE5^ zN2I&1V>+s;W7k&~+uPePt7*rB)q&pL-mdxV=4L^1@^`bR6BKA@Xw!9>UaP~46=nNY ziv7?!=Q-}gcWW$;Uz0(rsUhZEw$!?G7f6wJla*-m;;fPB`Bt}H^-i_R?Vfr@!XE^Q z*>C+QV>Rl0K+1ob>@rUXro``V-TB0z6_uDcb4_yQaoy;8;C8ZOb;u$rDvA*>I!JQF z67D-fuUCDbx+UJ+hBNw@LtZKNkIdw1^jDtIlR4(1Z}Vi|mAZWG-88!=pEOl>@>R1t z7)8JzFvanCoc@uDeje%dFzEB?>02C}XhF~OFPaRIl4FA;Qe1H%0&(^NGzfw3z7w|{;T+ccKhEp!CWlK6%U_+~W_!f7>v*IXA@6P{_dFjZD&wh~Z>8%rFle9YUoP^3J z&%wrF8O!c$-`L1#$++)RRqcFRo8R)-Vn?vWn`!>-!R6uhAe=k5Z!az_NmZ__t+^~i zgGx|NrOov3``-`AgJ^zG`i)>D+MFJy4}wf@+PL_#awY0rP$Gk&UKZrmC-KsZg zhKokk^50YWv1KU1vYQ^i%hQ3QpaL!@BxCKLX5K=HzMi_9%gzeAb|Kdu5j|z1Lx2q$ z&9(;?%Q9A(`RMZ~IG6)l+IhZtvk^n9A_(>hoK37XR8=qc`31#m80PD^76fBw>W0J7A)7}?@v7)t(e$J=`pUW0 zF7>1Ppdk}VRi$NQE|$VyoF8vDmoG+ri`T^;*2oF)=aGS>>+IG`g~{lWk8|6?Pm^nmt!Yk$skb6l4Y@QdjNm(s{cEU5r|@WrI>LrD0XkGH0%sHl?Ngo4Bj z&CSowH%o7>P8O`@o>NnI4G)*m4~&yijel#Ezuq@*%XzYy*aK==mmo%I?^8x0ed7F= zeTgVdU)@5X`h+DOi!+X0>Y~}Ypln_DBw+C6;kgEv(9lq@!?%V%xlrd2usl|7+_$mG zC-Ab_ex-L(&wXHEptzX$cbmrt#>NL{<Y7~M_j$e=aLU=FUoRd$Z<44*?k!PB39_!ciGOLU>Z19TIY<6AN^GA-vD zg{^+~8X6jE4zlW#;jSL75uu^U6!@k`$+**ux2YnIqqsORX5$^)U+y2Dz8<#5{T`#E zdXN+vu=U9QqOq#0xHe4vzzcUj@KKOh7T;*8e#<~2jJ_l!G}QBAy9V^3)Tog|;e>>Q zdZ*2awg5~SqHt7pHn!eg(gc?0xM($&QzI?jH&Yd+1Ozo_xx;7t)AL*XN;gN%J=_ji z^uFw;SCi-6;T&KIqP2%{Zaiv@t5^YQ)bQH~*mLxs(;V>OH*D|fQb-l_{GKLUs9yXm zIbo?Q+h7rfNA>c zHP`2rqOnp!ah6BjzlTqW-dd;#Y01^#=R6HhC@d_bw`gChDYwa2q@i4R)2t}TfUlvh z{z)KYcB^bCyUkUM7k-E9l#XkzEuKQxiLpS@ZSkvY^Tzx3(RGjwhxesYeoelU%HzJ;a~vtQksK%raH$9J%f$KNr1>4hP9y}nXOj7+DYNc$u+Z@SfR zWw39fRO8nr<}@i<)A zC`;i>?>`A9&)%zM1Tz{(w(xfBo_^6#V^P^3AQZY@N_moh;;?j9@RqL64s68liU_?< z*D6l(L7pRj6x3z;P_>9j$E^+r*>~E9KSP}QATU{Re;I8`5WYIASDkWg{9#a%E^)kcmVNp3R{9!kRn#*&FH%FTrdMX)v%6|YN@y`|JNvLD-yc*dV)B?8q<@w>pzFj7X12jQ zE5pyk*Scd4rdt0bxLHc1h10#+^ybB(_onKWr||khO-YdL=!CqE96m!zxzLf)aki2% z@;?PLgfF5MxKFuC@xe!Y4;q89l4n@a9HqpIf4^A%DK;!)XxGe#KRyt9k@i&Qj)U9h zKI-qy2AgMTLh(ywP<7LWQ%0eH;cZ{kkbP&&Gu_vEO!Y3w*V5vfRkJJ)RrrMQ^{>~C z#>s)s4QblF78?sx$(fyRocc;=TpLWmoUlFyKDFX>hvaIR{#jgwLb}-l4h~#3)D}VP zsY>ru9+w_}Zoy|#iC{?;OXi&5pkH-@rZFE+fdciC-b~MCt&hGBjA~F;_mIO|Fn{}e zll}#F--U%|=`#xoQJT|^GH_oP%UC9+O> z=bK-3@IYylHLbAUCF=k&?>9d1tFM=MO1Yv^kNCt#cTmq0j@lsVn*t>b*HKi;Cvj|0JM^_d z*~{;Qn~P&nFCx6dq*F0K@2_5q1Y6cPq1q%(Z`Salf|9M%a6nrfDTmzFijcHl0AHm) z^^i!M2HV?-QlzZ3o%*7!0J%Vy8?61sXAXYf40h1vxDE-BiZ}42c`|{GIWU{p6FXxc zkpy=?`#nJ)^o*iSe$(UG`_ToAlH)^x;B$osG-Y|yW_}(!J1U!pUsX7H}J-n1ZGLQ~E~ryyj;Hz*dzU;TZRpAAkN5KRA5B z=O<(F9!!&X#RZp2^5fdUUFXTy?t=2yC?M^cr}?<_shk>Td;uWwL7pB%d@Z|}-MlM1 zbFy==&^_HS2FqsEV_N!?qb&~A+ZuOjev9nSnDidKFdwXHDc)(~gjkJ8=Uf#pL#hI{ zR(d_>C)jy4io4{~UNEuB7!wy#2)^pkcEKFwR--R0vTk2R66gF7e(aAn?)BguD0FjQ z@|ih{lZ@(viL1A~A3&jTS2!w^#decF2zSkUD$c2c^n+uq3-)KSJ6)ymXXC5{cE4*b zhyDF1O-+XNX9uK;=$Dx2PPmx21lD4ek5@Z$uA(Hl7@H2$h}{sJE9XC7#+IodKD=cmqUzATj zIV@q2=Oq0~ygZ=YCh-HsHtb7|d}ld%8^a&o&y7Ec13Y}_&mXniM7i(Nlj6-*pG6cP z+ABOi-B;4y*Y%6>E!fb#q0R|Z2g}Y%GYwJ!n!KG%ni8`f^uEp=>@>k!>v-UzSoe^1 zH%iR&T?{F@0x;s}+R|qHBwSD8&9SCitC7K^k$)`)Mjc(($~N{2_!4O(*>(f-qgVTk zd1`N@wqpd+_etxE77yK-T9xWzD`&Fj7WWH3&>e3W+jZ{V&*8%e2jIc`c@i||5gxdo zdun{=b|Qrv#M8pTZX(!|Vq)fHytt%H&3-i%n8id_S{x_gv1Dhmz&Wo+yFs%!hXK`D z41DW-R7yYfJD!?wKNne2!CUXbz(%Ziu2EKiM87PH${;zsMFtBQ6d$`~oqecy2pg!o z7}v}#fu<0ZG~t?)*tiWO0|KN}?FJ;@MZ-3-BgMit;#Ej#=bobLD{cWi`Um1EnXg!xpfTboJm3O3K|7#(T%d*9$k-FwgTt z%omrogGoGK@mEx0ZDT}k)dOZo{t8?rkz~!Zn5J$2%40;`>VZyB4ag94-mka8$oMTB*pM7sr z3|#?EUk!8XjjHL>_Up~12(J&P>;ubFiLfWGYl9?_l5TH5rKB_)wB7~_@`JUZ8VBZq zp-f-t*1luC5g#{)onS7~#&%_}vUuA)P`h}G_!5`w%gE7vchT`i8DD(6#Vi?bjnE3= z>)l3^?c5;#jpjS|Fb+2-hdMiR&SLfS^s*Wbk0$le{fmdzCO`5|Z$?v*VY05sPU9&v zwj10xOZv{x?1)}xQfLh4zNlD|F{_bT(g|krFfkq-nM@zNt|Q{Q4CCK;?j!W4kGUm+ zf6@n*zLBZy6K9jZOA_qrh8RCXK<*`3|`dJpc<_0Uq1{=SAM~Z^# zDGp}D_SzvbGN5%YjtY)nQ>kvA@z^h5ZB38#c9vUsD2#$%t{>^Y7BTSjovFpwY;+836^;_EmzKtj*h`LSI09pU_IjO;9zkS)`9E_*SLP^kg7sxuW*NX{OO6Z zfc53;CinA^;#7v2GJ7$5v5V2B)del;hy>1Rbq@d2bEy|nyTgDnGJZitG>n08J?rA zTP`NeWpl;>8!xJz)a~u}-FKT#ItcV}@vCPs&AP%!BqSsPFi74Ug+23<8VSFHy?QKv z+8myvcm8~EGm%5#oVhOIX2cqkskYKZ>Qe9er7_b;9FtzC{F)H1(h!MK5ZtIr6;eGKxRW%iXp$y8`^?pq|26^Sbfu zsiBvjTicj}RKkT@aBA|UNM21rvdq3q=|aNsv;90i+$AS)jheC9*uuiX($eGb_pth| zrmp((QD00_D0;;c&Yh^u%0R3A;?0bBxOa-va<0~-*TqM-Xi$twTvBN8H_L0!x5NEy z<#A<~`=hd$6+Fm;!R6*Kh4HxCYpEjYgAP~ud!{$$6Y1jYqQz^G`shd1RZcw)FPC5K zBM*`}!M(h$LkQVBLx~CS@WvOlTfi>R&sINhMSfR(_j7b~g_mFE2JsI(kM!3Y*S2@q zQ+%=md{A9lyqUJ~Z#lk{D*o|H&yAVS=8QgGr+@C@}<1F?dFifytBdN#wq zInbq697ixEu&)snAIPVj3Xjfu&`r8HL}_%;0Rbq;G2lan=W%yNU7M<*l8h3IlW z7D$6}M@uizzdJ?N#gehPpRoovFxD>n%azonX8X-N2{1hX>pRPrB$nTu_VnA}MM zz~JHQ>uWxm^N>vNawJo@`}BTe~}27{hG6QkGa_Sr%%1z~S1)(ZZudfFP1KYbmw)UT<7rr)w56HZsq9KeJ$R&_Fb_Q}`A z0{3!mYTpC1n)^aM1^yYqzmPNIqZ#l+XQ<1#!QBnu+U0nCMKvc-=~OgLTgHRzG}r0(BdNGY5OP`hrxXjojd3zjNp#naXVgth6>s zjo-V!zqx#7mtOri%Cr@y;d=d+?m2gKX%F*_NAuUkU9t802M0MmaBzW5$7(+70ho!S ztSad?oq~%P`|%kjIu9m%1iSO|Dq509x>_6Z

XySGmGIWayJrBI;L4P{8Gq!)8b znanV6I3~RJ4fJtySg|%#M+T&4xv?#;*E(c*pV@R;Ze2WZYoo5Z3~u{1LVL?3w9REX zb3TT>f69A%F6L_p+QW7F$WP!>+2T6h&Ols4v*BjlwO#>+Wn2)L_}n=#3wE#fU`X!J zvZbrn+Z^1w?I@ZoY0sKru#uu@&Mal8EH$A4uBjUh$NzYDi1u-ykG8a;DV|}oi*pk{ z{!8u_>XFQ70*>CcD42tpyQ*q1e+onD#;A8oumipL5NF+3=l)P!GeJVCYSdAz-j}`4 z-fRiUic#6~>3-lY8_pUPJ$(vdrI?}LpGY~H8+-fu8Oy#%yQtrP2G*gK{2#mXJtico zA54T;)Xu}e?P!}q-m&9jrFGGUjjbBzXExK8cf&he=Q|z7a*zTV@=^WAmucjktn%k*qQ zr6{g5_^w{zP8r;;Th%Y*2jj-&P@N{h(1V-G{YAQ0xjFcO?NJ}6-J(3Lhy9BzP|3C* zdRkT091i433QaXcT~3-c?UI(ta)#p<;D9AtXm4g($VUQ8f%tf*q2fcyZzwoOm^dG) zD4AvFu{recSKrSL0lXL9*BU>{>G#66DsfutlHQNF?@|YFEj&Nhgm_dZE`CKA>B08)&x4IOyL#ZJK*}b@sX+q91`*jI8GKRDfF@*NwKy6@jKmU-(5Vje zPy}VY%5XFx32-IY`qQ5^_Y8^gQM85=H@RtR&u_0yk7er5vSd3j)}C*wpV+;Z4O=ao zD>@tc24#=R4-y4?bbi>6*lqq#Ve}fc?z-#_UP~>PTl^`!CMW>CeJNLeAsk$`CK&u2L_hG zMxxeA)or!G*-=es{GblUI5j?s&_G$0ox-8}#-{nMgsuetgUOyvJANI?D!2ocsqPW% z!nQr8Dc!~f(+zB@g8NTIldnMMx?UFg(ckiIEj2{Xfp0}pG0a`r+|moLR~&Lj1pl-3 z3NUm!cGOr>dgKzIY$C--(L{}n2N(Kh(D~$LR5vS=7hruve#TlydTZ=9sJe$enK6qA z*Zse1kZZuLLsznbAei5!K)W_iT^-p=y1%~Ha&Awq6guap;X70@k|%L71BW{` zgSiqHCknTaw*C1t{M|^Uh={;yXSt!ZoEvO6X8(AMgaq6;c92*3lG_W;qB7c$OSram zUVj`OmbX?@OJFn)FmDxaXbR2QSZ7; z^qHbKosQ3y!_`GHSq~ov1t}CP`uz<_gW99~bB&hSo8*3M?q(~SqaX=^{q>hLt4dm- zwrQDUDxyco#F!`T%5(!rNM`>JWp5c4Wf!##kAfgdsIv~+hVF?4r#cQ>ejNVg!} z-QCjNNQX3%GIYtex$ozGkLSnp=kt%pF&EeDT6^!c)_I<5KyK)HH}A9ljX_s6_RY|_ z*L`I|>PV1ujDJ3_Y>FdE=_ek{x=)G7nm~g1;Q-qk8vwX=zIkpP{)L9p$Lj?Mz^s0VF7r3!)vfP-gjFUkZ-HR4`SIl7&qWBtuNGwbGNNI1 zYr&ox$418ZoWSHN9ua|YfF3Bp`=;pL%TIb9b6NdBhP*}u_t*7FkS^u5+r9Vao_^Gs z%x6EZ_8|~(?$`X-J^@(Dvu8@J)UZ2uEPy%PO1PREBRL-Wp|$=__>Bhnj_95(r=jrx zz5t9xHkH?XzS_L)@3p0#-Y>%=WktpHjg4vm;yrN8^S%TG1k^af&K?q1vkM1D?V?yopxp`4BdHkZd{9ti<3EQQ!_GF zv&Ca_Wm33v#=j8x?Ck9=j1c}zgR%U5_AQOqzf#TZ6E0elBoTKx-x)Wg4mRf zHa1ncpscJ7z+RDWg-nLOi(E?|EPmSux^PRezn_4_0lU`G z;MA$lNKYpRHVf!v6>&rm9PThtgU?~3B`hp_viFTn(*$_zs~rLVBFzNXJ%e)W1IcJtUr^!gNPE5%!wZY%IyPRlJp0y9Ce$8X6lPJm!;ZvIqh~ z!nldQy%JQ#?(T7vER#3Dmd6|7K&BAl7cMC#CJ5!?;kh_kxd*&ny3*01p3HlHNJT?4I51$qkHE*rcSac@<`Rk37xPvZ3l}$}dt&lh3QEZ3kllR% z>=l{>dzFZzn#$)H@ANHKI%#@DoP1*Y`mpI}8o-D8ok(zo-!#Wpw>GzS2Uo{Vp$54Z zN8gC@chn&e?mZ9!6{(gj6IXd%IpE^r&eJJiMmNV$NMDPY0ItG=c_v~C4Y?7D=it;u zgopb8tXAM^BgUm?PXkzc7067$6I_p$t@nUHkSl^ei+U=AJgW}rb%H%AtsCI|-FIOX ztcpK^aMRGyN&8;I9vpfQ1^taxZ*(e%iBVKm#%}m~dAtt5MI0O)I-8^IZ4QI3Ah1%- z8QTV?rWd$k0&krEW3lTK^{nHDnLXFk~&(Yh? z?$3{p2yIteNjNMo#C*;Umlmd{Yg4Y4OI|$-7>uVQy&%^fueHgl<(=P5nd=N496Hr; zqR5RAcn0zNzM~AS32^e|zdN0j&k}uth)7jRwp!zMY!IzzV`CFcBhL79u=?I_qmJ9> z_7ZSd7TbK=N*3}dBM?cBlMSQbF|ffoknmT&3xzJoTBZ6T zESvzJQSV1Gmt)^daMBYbB$-5JF{QBYJA&;L0!6&o9Sd36=#dG>n} zm}_>*hJq|~^W+I&+lV3W(bhA}dwAr<7F^>$f;1wzcjXrrGPAIN%+$(8f6O;pbvT&d zXhssl2Ly)5G?`f{T4TwFxKWF|n|?1`G{)-PXnS_O~Fp({0_y79SrE zY&@8kWQLQQJK7Vh!^B&X`|n9ffbEi+_--8iY~v+BbE04&BVGB|zkz1vA%u7h7o&}0 zwSH`{Oa^o{KY+fBNte!apzVXsP+gK2LRu zKv5jQ{nGJd*6=Ze6%Sl~%G*(D6XhEplD*1pxIF3D{hvUFA7F}~4~~3lHH|-hv8PAC z&6!y&%40~_zfZ7|bkCYgD68HUA0w?)M{E4#!-WW5fSXC)8G3Lr%*^=h8_KntZvJlS zQ;6U@aLMI!N8qG}GwD?%@>Vvb6gN^nhR8hwcMSD#RhxC{K@9)gg&G_wS90m?{?1`fw2&RvBYhS-;eb6BkxJg zS{~|czJ!=P0*w?7l18a9Pxb3^H;g3TB!~63TpB3zK8N@@JoH!_`ovU)*K)l*nHM;4 zn(ANpC?JB*!NmxkSnK7zJ5RWT+xb(cK86VXe&`of1Q{9{$bv6$CVs5yrIh>)+?w=f z;F48}g>hj!0}W4PT*-QC^#BWPNZDx~1S0nkX;2T4g2(}iBb7*e2x8V+USx>e%ZCB=k!GmD z!Pbj`jjDMf=BiR%96y36A%lgchWD}L?05H6I%m})syr`;KZR63;Fii8<0cnQBGN~? z47_rOpAjJW4}e<^SbLJIl>klzO!v9QrR78kFFVkwhdAz(cc38u&95CwI!)7d&*}M2 zo*JpI80e663oz8!RM>cfGT&FpB2#Da#!!jB`0l!dE7AlUsS1+r13@BF$1D%f{`44df`IfwuPh7Pr8Da5yYYkWW z(}%a7KbVC9l<;(rT~DQ>l5_HWMRfpdmwfzx-WY#?RAXSdS}>RI3Q$al;4oM#Dw+t1 z!T{jAN0<4tts@y5JQyGOLx%^lf|3W8(fNmr0#y%MDhKx(?-RhD{Q|nI?(RfS+xEo@ zpY}J2w>@X33f1A?hjxe_mS!VLcw(#?-sj(PEfcIT51dG!hnbIteTZ^{AHG0fLH|v} zS2b~WwDTdS8Vw={awkiG7X|ob47#n&E(i17A-JPy0{2q|iV-c}6yW*IwSUPy86G5Y zTo++%{Ps_jm%Ica5J2Ky!o|TkpVqX+fBpLWXk}$~wqCc*XK%X1bH4?&$6*kXTJG>I zm6v%vIy_p=ztS0!4uYm7aOYisGwpD(VRCTLa`-zNNSnUlu<`omB@JDdqD#j|`9YfCC`y>RK%OBT7=ikR6x-o(SMoVLEJrXPe+LaYU z!f`t?kyKP7xJ$y`a6nts^LqA@Q&O51QzNDR0y$h_T>0J14UX#i2C$#H>T1^02yPM< z7RSwjI0_1iTxQ?fW0;`ek1P(w1+Tyses#VCzRRI{K$79(R(J3=_#| zLh0J#)79Ml`7R-X$ixw`A?g?lQ6K9MH(s{Muv*`HUl}1ej-()WYkLwvAb`EJ%ReD6 zAt4bQ5<=Q0<>~2ZXlO`7Q-sWnf`XDw`E$3WF$RVbz*aWfFAF_W-^2VC!CVMQKYK7c ztY-o@`&HoP2V=6?8Os2cu%Qb-1D;);RN}-gYjYr=ivW?`)d1jgZDrVH;L(76w)Zxo zQI_l#7dN+th6ZqL4Zt9QTQ@yDy0oE~;wfUuauJWakvFNjj%Zx>)gAn^O*J7z zP!a6w-!jnQOPXXZ_o>cLuDqP84QL3E^vCYPlHX49i*tR(L7ch8J*~yR77F^aif%WX(#-&(<)&9t20X| zq8D>#uy3@|I3ol?4NexPw}9;uIEo(FPsyTYHyW^6lyCj-`H}P7Jyu?WMiYf*kW^Af zK|U<_|Me{rrqgdc(T}<{QMug7arN!z)c=0V=?8-*znbYlqAN)w)EGo7UmoVu3i_2i zdWAti51#+!ohb{0wzD+?MDBq}k}{lSk?|m7FeyKD*OUd<^zMHxaVNn5XI)m)laWRr z+4^*lzD!XYgs@W};FUBz0Zs=$OUcNOSQdTN^4-^9mp=hhIa3o(RTGRV+??LH7i)1UkrlOdRu47rtt?I_g$3 zaWf2abzpkG7PJG6yQe z@4?*xa$a)WHB_k$8vQy?qrygg2t?_jaXlzVX!@2@PW^}-lqwZc2SKUw!<;0*#6^C3 z&s;Ia;9qmP_2McOW&AfOpWU4}T7@5WMPjQ!u>`S#(0|j8d}8)RHP?WApGbA>=h%N% z#25iMRo$`j2m0+x2VwoFko2kt<06Z=bS7CxYn?dee!hHCoBEP!4-L`?2wsvfcpne& zB$VNm%ic5BQ_ti@u^~=4VEMu~qAc}fWF<{x)ee)hqFyPPKp;yXuaiUSUJdw=UgWeP zRo5=T9{(+O@0NUxAnS=-z1IRM=6QFJS53{o*HtwydxQh^E|T@BsY*wy!4dX%^^Ds8 zRu;S^rK61T9I9ArvtOI;)hcNHpE*VhXBoCP1h+S;e<7Kg{&#@G$5&pjFbfI_@bU2< zzyESgYEZ$+!NCE}^s|>ge;)k&?r8;0Y$WeH>5DZylQr1(c?E%3gFvIcsi_Q{Jm3<` zf<-_%?S6rT!P+{HQgU8pCA^o&mzABJ;^OrfYD3`QX02my@78$l&C%dVU$iSfY79O^ zu=j1m)33rE1{GpKUYDz1s!T_rY!*`>nBa+nfpE3Dx|-~&vUMC}Jpf^OzQOS3!In|& z;il9qycHdM^lgQc0@x5gl?SZ}oC;_KoT5NLQdL#;5GtZzQaJHOY>lSL!f8lJvlM0L zeW31nu`LgI|56r>BTe~`%4JCUdL)c4G9iK8TEq0jY$99y-MbXcGVrH>zjp9;j{rZx zp;Z7%{wj+V0kXrnA^$wv7ZBei#KiK!bd{7~f90O~W-bt6WkWVd!;(<0y7Jx_+??Kh zSvZZ6Faf~!*0gP5vt4d3P|Wi=9fwKA({ce>uDQASjjI)9ghjv_zHdJb%PHe#GWzh| zX$0_wtwD#J*ds2z{sLMB2$NxlXCSWfxjpVBO9FWb9D1#UxVWD{M(~gVsJkwSw#ZoZ z(9JEru(WIzV!6`35{E#lB|JR1;rR_CTk_JItFjdXVhxP(lR(bDb%Ku*=D50?Oad%Sta3R*)=L9x|xu}lgCo1uVP&A>3))kVh0 z$Vf#Mbfr3;063TviO!XAZiXOQ7I{eziaUZPk&FE z0-1C~>ZZH|^lSGTz{)_j3xt}ww*N%@AoMHo32~N|PyA@<%F-|h(uZRtAlkiV(E*;7 zE8sBH4gpFwkPP^D#0%+5^pkc>PoIN0)Dgh+dq~#9rY|JP(g;ym^z0Lk8&6jA!O7?G z=mcLwP67(zU|O~EA7f*Y**cna<}?w^0~TMnkQw9fQ)|w}sI1DKLLq)5g3uZ{B_&qC z^!SQNnVXwid#(M7X?b}$*b<0Wx(w_?l2QbGeE^r4$oJNsN94`?0O`sU+_wa7M9mU9 zOW^l#h)_ntLU(p{Ku3>O+I%N-r2*rah{I+Pl!(9};4HVCDNRo&?jGjl?7>~z0`5vjQh(BG9Cy>sKgCItv*+q-|DOva_bZG@+hwkfv=10?sUGd?qKL3`ARTb zR=D+WGH(>f2Ko@FZ6*tA;e7y>yXpsC$X$!dwHZj`ptyHYQBgfbMMaHAiPCSSP&F|% zrLj@b(UB<)4Gvb&QdCzLzgB6-u=M#>Tm2oD%|TW&q}LM_e^$Ge@?7X)r{IE^3DVXkg#ZXD?M`fY6@1mX=ip*cT!qg71G ze=)^9@ZTL2!V8zA^KGAwDZrYtO|hkufdYu( z;r1l~E9>Z?0Z)*4ubasX4kRMbB|13x={tk<4ep1l#QVV&bBCe`ui1u+4m_Ml3^1%Q z>o*X;Yv90{r@|V%+JQiHqTl%+uJqePug3o-WcY-NqHOnxyD`!s5Qw|qa{sRva6My&Livj?45%QjKW;I+h_M z580{&>yJb1n6f3OPsPg8mslZ?XAjXIoT{Nd_eg_?B0{J3VxZ&)J0>I@=>5Tio%7FY z+g7~Uai50jf%+!q@YO*snAwMzI11L(%z_=W_xH$)U~Br3pAT?0KEV6r<6&*u9%Bix z{S=)Ccg6z;RLY>G>LWwaj+0tK2Aq;>B2Midr63OeZyrV{9<~BDHQZS@f zz05)177Ucvkevtc1a4LpW9Zf@_z+Ny0$0ojW)~+Y-1I+=&s+EE?*3ynwXaU)GVF<~ zO@{J-9uE;j10iTMY$2ILV`(5#^%?WJjq_;w5*3K%|7mZ2W8-qEz|9@1Zg(F}pZVW| zjm@oug;M-B%IN;ARF&pG`x5hEk0I#~{+PVaVO?7Z-Y)`@lu^C*gSL^pdI_;6dEhDn z2k0Hm(3_jPw9)x1NlMQo2SB;g(TtFI4@qwWt;OQvo+lX^mv?|@QExXs=mYqC^x^Y( z)#mG!79^F_A)_ON);Yl9gb0G5K0bP29#>rzjdlrbsG()QxmjTVFbE)i6u{De#67Qs z4;bHPj%(uw-RDaPL>g?e+ew;Kwbc^LzqLl;AAtS<*Hs}zD zaUW?86&+nzaIk};BM&Ho0e;P?f2O7eXf`)TX~N=wFx>JmJ3lW4pis}@0IPvCZXSG_ru0Sy!An5|BM}PwO+?~yUlyS*2O-;5*P?dn<+>N-T4s9*pV@M0& zn&f`}{u=#DOv>HZZbo!;G?C9`2GFFGmX?+*4|0^;a=kHeAT$LoRi=c}vx&zB6>22y zU6|G%{u)&$K~nrcvLg2&;}2AY$-M6H@uO(J>ovQ2Cx?_LWqIUB!eXV@noqR_|9%Hl zyK2oxDSC#6pLr)p`bd>8Z;sl)9Nq%P79g_mT`x6y9D|fv&VrPhM{9MDK;?@g+ygt1 z8~*V_5EQhLDX*)`TSDCNKRtBepdT2U>i zJ0Sw5GfQTS3e2Jpcnn{R6hjuey1S*5*sXzz&vZ03XF?1(2JT+`E0dEkgPU+8P68R5 zL!pxw1_lPXU|o&+BEfo%S&)I<-f($&IVy0!2og9YPs%}2sKWS!1WsV5`kjF(+|I!+ znxGz&Y+QUiy;l8LU*8VU2QIaEUI6&Rg<~F&oq##ZS0FxYNfwrq&lvnWK#>G27uf6# z$4So{+uJ{#7-wf^)eBESkR?m}qN}H8xy@H#|K-L&b~c&PFYxNW|Hep2qQr<_r0-@0 z4)*t>000LKjgFo^cL`_bMRQfPn23mol9H01o}REU;?;K-$5TmfZ*MudF<|8YCS(8C zBLU7*8L0A7z3`-jik7yzrp9|a#WfI}klSjO5#H-yZ(mScoV`SE_M|`k&!0a)NS2h4 z;C1~wZzG}xz=#tQ3iAh_rlZ=vH8t^E;U%-0PXM9S7YrhPfRSMEU+MvkF6SS`B(Ot9 z`EQCrs^7NdY&wC-5DA@t6YR4>>V1t;`%5o=E~Om+4@3z3bp!G{;L;C$XB!+Fvs-F( z-Y5}n0>7=qC36V?BOtsTZmvQ?d(G;&CFNCVP7D8g4QQ3fsCbN~BgtrQ*!Mx6Y1O+6>`0KBvQZA~X9)}-Nw*a3*OB6ueRH*AH`-{3Il6uVg(85<9S zj{W)7?&IU*w15;*SW?1gzt+_sLrF?P;^plvUWVhI-Jc-a0f5P^&ccd{ifr2jpk)JC zro2^>5B&J}J=B~6l=!(W*}!Y+t}WldECZ$k@Q3QxNQ7V`g!4|=S<`*tvik+;C#9jG zDgGwU0@U&wQ6?ZC^jg5@7HC&Blj$U+qzC}Y`c2nIT}4H-$oh{O5TEvu(m5Zmbpx;x zpc@44*(QCYVcjNGD;|3#4@XaJZSB<=IIVyWdF+pZxwf`uR)Yowg?nK+D@o}La6GGJy! zz$d>tOH51zK6M(q_3NuoDht0VB4HZY<>i0!(tMbinKi0Rq_wpP54Ls~Hlli{X=swT zop(Wnwu#BfB;BLEJ<0Gj5N!p`n|()h&!+1mG6O3Gc2`AJRcD~R6Ts;rdB1bmLjS&a z-3NHh0R9HK%Hc9r78X)fD2S(2iqc6lv$DjYQHOMCqhOKD6vf5+qsb+KomaaYXrNAx zzrx3N2V($8{J~;_<3?Z91AY%i+3(vQ$C*4yu)%TwVm~O4%Rb0QizCP1nu8Rx064W| z1@5Zz^MhRW(y{IB?dxooNNjTe2{~GT;PT2{G4;9I;Ot=G8v*u1^dM#uDb?n4=jG)E>H%%^Ewm30Ti;$D zgRiAXvx=dVg#rkXGRU#7`Gwh^*@a$)o$v!t&rgbGJeBs)e!X+NC}B8S}63tQ}h4t z|9&o4z64}j%l~IN#E1HW4}}kz8A1K~|5Xt2|Ega3Up37TM(i=Rkmt1>^xe}aMh{W{{dt-)71pnJ`X(2_NC)4g0Pf6I=1L$7vp|4NtrB{jM~U#YXbKfM3Det(Ejow=Y$$3y4gM`&CmT#&`cvo*XT;m9Sj)rd=oA3EU>$!+YEAzTK-$E4JO` z-EU(=Yzf>B5*;kuzxjM4uy%ic6~TNBI~cuX-|O`nsdGCuBQhMiv*stdiM=}*eGwO- zvwh8e4trA~e(J@$X};oCFiDZwDzKZ3JYIbKDyRo0aC~{WR#hkPli%gdtAomT;p3A$ zj8wNR&L9mb5A~I;OSi3e(L)gpuzU8=UiU_kJHvhL){>D6y24wJ(EF_999-+o^VUW4y}7fWGwJGr)U&rSz)A#Wvh788~o*#c%G=J z^jaC~XwhQG6;)u_aMLTTl{-_1Z9a{l``%5{14}zgjVaHwYnr>_K3KHEfM?&0nP=m8 zsLZYG6%An~S8y)>`FkGiG>r(3VJ)Jjkq+ClRp*qGtV%vZ%aVhi5h*?fd*yW=W!DB? z`onlGyt%Q3X%X^g*uFi>!6-Ahy_a~hs0{3?#c^A7GNYmG-V0}0PPT8*v3SgSZ^INy z&7_78Ev^cV$G0$P*!T-YIoCukzK(WTskC`Ee<=R>$A#yw20=wapdE4 z)p)_n4g3dpnwGn9hVm{2D{CohoV#JJA*6&Du^tILE1T{HC@#gr>p9o&Srbb?{*;`^P%EQq9pmeoEEcV&2aYe(a%+$6KIfx~6-Cyy zZo>l(ZlZppq#kt9Z^=<@P=V!y$Yqs5*V(Ev-L%Lw?VDl$saJ*G{=r{4_{mcVFkcNY zRd0h@%;}^O@#avIz+NiIZB>1( zHT8R8qf^b4T%CO|`?Z~|^~bLgVRdU8cE5?g+b4v}jI?IXs&_V)p3}dq6QqiRcj3xb zQI*1{;g6wh4$^lUYyL>4`N!;8f!;6jd>m>Rr)Q@u(L@DgS3I`sk7cQ@Il1l4ca;2n z!d>^w!gCLFPR=(kAl=`im%j^yLykxjoV z?P3xgC-_1lsEvxM|GSeh?!zd)G)cqI6V=1%dYlA0TItsQGVh=M&%0{Cnj4cq#bs!&{MeYOGlk!2joL35hABX8qWcwF~F zU6a+|EG8VO<2>%&4If#CTdLaeY*q%Z`>Kk88jT5sFjJ>crdv~(Ilkwu*`wuVTVvLq zGlL{n`pP-D)>&D|ES~SM)7C!RGeLo*Pg8x{VwLX5{OgvT`M7r z>ZX#cs*8$dw5~anL`RHfGBmWgjrH)QTCUTNV%s8+Zyri$jFZ*E_9&2Rs<^6uChAMO ziz-_OpPv_^JB&ouOjG`y`gu&XqR}k929Um8Wi>@4%n8*U!k%Lt;AECN%LezboE4bX zL}!k9C#4acEy@PGEem^9J3WxLGSs=M<;m+ttwmaa;rfkvP1>-(hOJX)p@H3A5qEAP z&!gcFWJ>3L`EKuSuw@wEJ3~okEoU8HZ8D@a9eHm0N#;&FTw(6(Scw z8Xea+v*8(U*0$GHzh`~53=hB`IFG8C|4_iIztx>`NnjhdCvewzcV7jQ>2XR@YfbR8 zDxr^ip}{`&!AekzBdzS~VX(I!kvSUv7HskLq|fQ1Mkk&nL2D<@oaA-O>TJMLj(%4d zhXR1mue`&ZqK+5Wm^Jn50%d|GLkecs7Q--odp6jYkivLAtE#!NESDwi2qn{2H_}D) zZ0y)&;U^*CuvBz139=GUq6Akj zT_gj@rQ77(w|gBpV?P(|Kt%=Q={eO_p?YCO5-+k*6}(rHf1PFmdY>K_tlgOIUb0~! zruyPRjIZq+^E(fPu}XVw8N)X|I4!KZpm%JAc)y${VfD(-El1n9KS^Y?BO>ZwdN%zsVb;Kq~Nf<1A>thK4^)Z8$yi_83(cmkIKZ~oG$&GB{*{X~R?CTHNL zJN=DmwX5}}j%hNI<@sEWil^s9`;D}VMO@a)LIJP2TujV5hJkHGtO4ESi#)RBdg{`X zR{@kn-%o?F>WogXm)g9u`S5IOgQ#+L-bYAlwMJ(`O^1VP(|mks(dCoV8SPFC?c3}G z2ON!<)SL`DeQ5L<18RMX5U%d)f=-f_DG+9AZe0;(KBqHnQ_z#{`<|XZr9nX`cG;)k zIwJk+99Tp$=atRYtH-lbWRKWU9#1>OW#!pVfCcU9TK5V>eeO!%-(f=|lv!T1Y`d!B zZqn?6XUCh@zietJEc1bDcihESD9QJQrvds}{J3BTy?4UeKwt^Zs!TVNAXdDGwEDs^ zsoVEeV(pjTWC`Q^bi~yYtRySTk6rmQ*4fr-!`ET{-q`Wl&HX`5xqbLgExDy?>iPb- z?Ios~@P(~}JnvfdjVGlw8^l8JsiQ7-u;@YKVMeQfCTJu0R@uN?%1!9XqHy-Y}hK6N^ z_@alezu%p>Wzo;c3stoZ+|5F-sb5-Xm)>ga*x|6yk5E$v_QrFfMjzx|ZX0Y{N!AKr ze|8JXBrQU(wcK?I4y5mlR(y4Cw%=QB(y3RknD-}^e`6(HTiQ#SU#{(%t7_;{$?Mw^4F0sC6At0M@1K%RmklIa^9js+ zm3kL%lqc7gcMy8S>4nv?NPMbkSlhW-U&b54Kkc3uqgd1VDB3D)tK}8+E$$P6x`Uz? zb;~}6)YTfRSQB!F?znS4BeWJ=Asc23_cTr;`xVQyz>HewRSf#;bG0hxH}BT}Y@5yJ zG2uuf=&YX>jwZLi@&4O z!d$Ai1MtubO2We1>~f9uY!#Z=VV|qgi@9S;jpPGLBqQCgBnY_cV}7+~A@s);EBaYE zqhZ+k=q57PquR;_XhfpXQpOuY-3hCpBWDxs-npL)d1o$OTpXR!Z{5xAznwp4UT)5W zBbaD?v>(4Ho9PMlRIPhbM40LLt+Lu|y2ttk$f+@-5~kiG?%pR$F|$VPqi+Q64N8XJ*>=9(wuht4eHKwc`N$^n zVmp+hiVTU7{A*Ef9eck!zGX~bIR-SmtfMie*(L=hxQ=^3BtqsXz{k1!7v_#C?qx3QMNAHFnwPaM0K;Df916tSv4 zJn$q(vEBGEHnO{=0q z5~u^P;y*~Lle^F-8HrC0#VNj9cW3jZcfz|wQz^l+e8P-q>h`seRxxlq?YFU~=$V}m z1FqGG4C2IOZ>6-GCpQT2b53!$gVHhQDU`POtPxWz_D5dk zeyskJ7SvIYxMDQsdSJIEPDb#jbY6w}*-JnF_6Cj0^M0+G*|!K;?!QyHHyqbu4TfZS zHogSmqP$JIx3V$iyPUF@`Mb1R-tS5BPJ7)%Pp^cg3|rP_HQV3pPbbJ1h!K)}=f^|l z?MQrOO)6%fcahgoIll81lV8NqNyYTV7cUydJQ=YiNB@an7z^xJgI6veje4f7J@oG>_eNmn<(c~X8PkYs&x$HPhIQbh zW_jk&5p`4;XY#1Cl@I$M?-{>g%u~FW zTZbF8rtTNnAJ8M*Bj-~eE36`P59z+lf7cx5)p^&ahoJRy@Dyj%$x92AGX6kT?I(bP z`P42bz&BS0yK;^)hIq-x_^yDLZRDtrh-Y**I@U!bj+mb1HHJq^Z>adm$J3!1ixv4d zc6;D}a3`R_(#||H!N#y*o ztO!-Kto{B{FhG;@mUZnN<;M@$yedLCfu^JH9vNZ!k|gmM50Tt_8RctRr^Q<)Ln!p% znxD@PtuIKfHk^~;phBk<&-~mur%?N+h_#tS^TlPRU5JM@WlyB@W65|v9%EA(3DSH)!7t&eWh-AIn*zlzoe{e_lXzj`dL(qqeu zDjG8kdzM%67N0IX^{~o5UW&^InJSB-EiTn|<|`-3bF`dc`1h8T8nFdAf&Js69+yvd zjqjrsM);rk*Rtj?oyqt=8l&N)c(%_Uc>J#Q_i%HXvvEfIH66_?1%s3_L0Bzv6$YnEHa ziiqVy`{f!xBc!?^ssWWg^hA>8{KBnjBIYp`vp2@Bw~o(G2)g+dtE_4bExxQ6#^OD> zV3i4|G5<8cFXARMFRW`sgQI^I%SOORVOh+kPzwzmi!8C>)tw~@t|GZ-J7EfRJN zLq{A7TJJ@j9;bUw?jsje9}hFlc=d^7cR<`5^-0*?$fb_@^B$=HGuM4leiLzJVfoq> zW`oK|wBpq3wU!Rt?J2x5_U$vn4coKUWm+#)_u@yzmRp`qlr^w=vsJy;dx(qBqdlkS z)4|G@^ZKT`QTAUeu-k%{o4z!*du+It^T{<0E2HTeeG!@1Yc@jYYt{dfR#|TI9ThH% zU#1<3M@j_Wp^D=9+3-F$=tNEQD96m9se+>SDU-pva-H5zG}Dn`=L<9Lz;%42XD*L# zsTgfcjueXr*n^$y8|M+JIwrbEx+K$ZjohB~au@p>Z-+qq;QNbm-S|EoHfUlWc~j$} ztB5=$WDk1mdI-bh{ZH^T#(wnl`_&qa^8c-oCPJFm5S5X($-!q4jgulv`>a3@+n(oeie#Rx4f|@HEHkAF zM%PZY9|(VxOJ863_tN<>9qPm5^BSrb0NkKd7z-)<(M>E!gbarkk_Jmh(B<+%QieL8Q3 zKz;n2bZ7QRVrYwSYT(HTln^Eu(Q6S&MqD<67hI94jM8{eL4kKNT&T+w=HaGVV9f6R zQtl@5i^(fNeVeOnY+fltJAYWyw{^%%lN0O6IR^Df8~yb4A)0k+a>s;nJs=C$+~B9^X;a%MA4@&$=ts0&->Z#!GQl;S)A_K=JpZx!{D!I=#Yc@Ztwf?4pZ zM#1H27P?^XF!AQ4%@fUhCySbB1ckXkWX&-84egFAy!ouk*SzHo&L8{NJfu^3C5ms> zJx?IHP?rM_mJc_28?O*L!%t-_V{^2!whJmB&0}g{Y9=r?AH)ZG!_FUDb0%S_dEy0D zn@FuQ#)r?w#(vH`{acvnt10_J1#M3J3)uD;s@=E*t7qIou zz6mdJ@)6ru`Ls6hMlyaj$g0Uz+p=pVZ_XPF7=EPN%^!tU-V?r-Vv6?{4J(nb?A2Io z1xMXo$U62j`AeZ?n%;tUk?V#zx%5|4h|-Q+4XA=EWSV|vWJ5eg#H-{ER0#4~W%1ZE zmrSJ}O-`H*-I(0G=t^)ps5T6=*gakFCj)5rKT@cl7`-Cq4R(}Y&@*yYiJXtz44{3qIq$D9Vw>I8#eGnL@MqV6j4vQdwTMt6bs}hl+H2O@E{Q(_)Od zf&l{OUY#f=?(ZyMXmv=wv_*TGmr}DkM3rD27ww>~tlIyqm#+b%|1ng1I6B2?^P$tGBE{;A;ME|BL2@owRht2zh{HU%Yw3oz|~g zkHq)Z+H>mMZ6VqVCr$eFSkl8<2OBH~TWYyNj~a4c7?IZ#8|7&b`C-y5Vj|J4WDpL# zzD#Ds@wLz}5V>9IotxRxSUV&?PND0&8nZ|$4!>!b%yBY^pd%8FF7TY| zao1YdFvVIhe_Va{dy_LdZbeaaDNH|tg)0bF;t6cyg%PY!n971X0Jeup3y zz5d)Wr&fzP@4|`=SC-AZW^v;nJG5$=5Qj#x?~zfJQFfkf8RMI>0myg@Td9?JNpvNa z^hYDb^#h3eUBj@x?Q-1042IYlUkk#`@sT_}u#d^2UE$tZvNc^X7Q8yyY)Agu5*@6Gxo?TXDz?@&AS86|h#d0yBKf%vu4#IrXM zx^Y%wWi(veX}4OsGHwMHnYlym&7ag`Tsx#~u)P9!ao#$-q79ejxp0)JR`$ET`I|cV zR!%Jxj*Cy#cYEkSD?LXxDsO(aN42}9TOU7G(8GzWF-#30b(@U0szJ4li6nzG7UVjRA^IXXLHPvO^oFZPMhM;-L3j0I)%JO~m{m3l~?d$!w$l-nYoAai!)FBUE!r2UaoS0Wf9 z-ui0ju%WXUJx$$vIORE~c=eiJFQ!=YPGul%x7-RpfnqzA#Nu|zf*$v_pW=k5w~2p7 z-ikY~FSm?~muHTrFMe+<*iqqpZjzMbnXAZw2MWAY?mhZx;j3up)lHLlbd~+dHQbTM zk3$v6CtmX1%x6o=GxU6C^Gb=Na5;){_btMdl^4v=GC@Mk84u1fPBHf^!_QU@fpl)(Rz$9~?nO2Ymp_`wFJp&akTI`&Qu=*_Q&fnh zceU{g}MoGeT&RUy-l)YEjLvY#GCPH7MQegPE_T&;bcNo!; z#KL$Yc(Rjav=^Q#(UBhb9ZzS!e^`8-iN>E&zwBRPil0-@i0a^Loa+aQBLgcK@vz+xr&+Iw3;U*~@;%1G8B}iF+7R`>gp<^|-p3cvAvl?+Es~BUP2F<0n*u zj}q>8jSw}^2ENRFrE4Z~;VFEplf7c-Y=Ui|@+;tz#hY@P7d$6?T2${|AtO98T>sP; z(~c(pzH<0NbtPOlqkSJz(7_iZnqghJV+EpSmS~~=j;@co6f_*J5V###)YIr#hgb=8?raTiYO>;sdQG{pc0Lv!bpZ>TgALWUq_f3K>yFxLZMAV&x#3L<7i1Tf z$Qg?);Ff=Td5U&(__*oy?i3qw&*3Aqjzy7L*;g6wg~rehR9Yl5Tm0hx1m$hJjt>~W zK1mCIM4f7Zh^@%`m!9JhmWGjf-DGn!Tx)RClCL8BxKLuV(2wq;zEa?;rz!?s=m^Vp zvtI;eYLx@HkitHdts7jS2gW@=6!o##K~bCjDaW6h-mY+X{$ZUCqgW17eG-6+Z(y`Z za(XGDAKmVzA(H>;N2c*~cE>yUadFj;THzicObvxIP%MT&dO4I6 zj3PB}Q~88CT_Vb=IQG41gZ8I0BS6LA|I^HC&=8#0AEkT{Rj5#AB^CEVadbDI0nv?y zCcCq`;A)XSFJfh$B8|8w?-QH;65lgul89BOcvmh~;{dF)!$~jmrC+j=(<5E{&53wg zbJR!H1X9STdDIK-cqwN>TOKnB&w0phbuI&!8=O6_pYketWPXTFsStX+GFa6NS9XyK z#1SfZ+s2IY!(9FP^t<~fQm?auQSGqFJPf_$J<0DCvUSX%Ja-!s=Q$2|&k(QoUUnM? z53>^6vcIo&mppW&a1ujv?Mn*6M~rckY9k#fVNsS>D#3V@OlREi;ym|#IBjn3kqS>E z<(!&Z*SZ-h^G`~1{rzHt?;I8*BIawChZIP#3VhT{#3i;o^ zxSdpKj7c#&{2TOeg{M!XH+~;e6XZ2A8269&lPJ{d-clAeO>@~Xpc?uNC`Z8%Trur*%z2d)daWVw$p#l%k6Jp z-pAA=!?g$RIKYTgqFqp|GuD0lOQxXfct5pLr}p_EbS1q{sYA(`CF#bWigEM2(3Hid zsmN^^5z^`2DpQ*dRjt67ab^tFF0e;9XUmr4uGc+uR&5&m@m}R=;cgSf>O}QU+_7ND zntUIkQ51#FfRM*EReO(JIogV{lsGm|-G_^&$PM{`R*TdjCWPgHgT>P(4?gB^g*!IX zpPMUNly9B~X1S~Ua`7&vFx;z)4KqCHR3VCXbJle0d@sy*Iu%1k&=4MR)mM!?PgV92 z+mU#Pd*ujE+OgM8b?1+-MgO6ZU`>4W&C+yl=fluzV%zA@b zLC(&yssO=%MlQlcx@U9MX;bNdS-N*N ztN%_^`}ekAwYW-d8x8KD$|0j&iy$h5Fo%lTs;NcYn3L=Ya=AoN(+|Sn9M)ewlg!7} zmxO8C37YxIxG*n#Q%dqthJ@z=O^@+?<{5`wRKrbEWMpwv)8~#TsQ-E}ea#iOX2f4FcoC665)8=G!iY~B5x zUQ=$U)}J=aUv1L4`Ab7X?^Xk*i14VKFah=2#@_e|L^FNE;P~k5vDF)M=% zDtcV1HrkwqAXjLACfVpEmQ_S9CLY;fP`eMw_X%?q_}VP2;$oBP<{By5=h2G71>(g% znOEOqlHcyOvrLZ=KIwOqx$zoEIafG2#bYmq$;GYBc?}anDb_I@&r|&z93tWpi^rCx z>O`>l+^K_t=zU95i}}npX5#af(4efcewgn2{B0dPCslQ0tec!4yEwa?tYS`tQga2Z9_5>{97xr41%=-=Rm7RV~DfJU2#PNe~b(Xy)Tmf6H270IUI5Gu-A z{%SQm=goW2C8S3*n_Y+YlJ&!4BK3)KH4u8~i<5%Pbg7=F?uUFOYV=fIjw zEd+)V++$%Wg#gmCWMm=>4mI_}(HD3`^{3<8V!69udP|jth&cRm4ULL9AtJY~#ojPX z!)i|fr?tukh;=Ng4qmOK`CCmqLvKIFOK$P&DTNf6pfhW@#mOqz(0V;eM8(x#xa^F8 zQFJkeMHR?S01UV40)TgtP>v9Hiy>530YPJks)kE@f|4=UB&_ivS(&RFs_I8Vg~BnJ zVlGiTrlo%O)w5~_31-urr)jMq0ePDRs$@%J^Sh84#A9GB%8D3}@>zl}*igm|{ zu{!~OHH8n0nkidmuLshV?Wu3&to(a>lj{X+nSc}*O%g=mTd3p*D{@8PRj4#OKJ+p)lD*_m+Tf<90iH%Cu}~CG%r^HHjDAelr-nqSBJFb-$@^ z58ddR18-b#C$SqUWuH|SRbMY4lDbyJCZ#~_LfFG9>ek_98=UkwxTmpX&q0_0NKGwq zAekKvawsn1MQ-DM4)^k;(lxEqn@?x9eM>sw^@XiRO^Uc9VdCq_EVE$HT-4GocRa)? z=C}@_$*<@k`n=S^DLeIX>e*Su7>X4S;R)Qih3~8jwyVjJ&$fiPOy+WYP&}86n};T~QoXYT|6%R!)Yo%eMf_yIhTG+4y+AT1Ia?Y;QIU zF%N@BzSl<;g?5x)MEX-1Xbp1s}{R<=cDx$t4uJ0dY%N>2c$liN>?qa?G zE_T%Q=e0qV%OUq6r{I?TA81ah*1ed}4OyZ2F)CbL9RC!JfV#h|%jEL*C8(}ISJ_ni z;oyith^rPirB&nMzBwHy@YoX==DMmS`M&5G%3d_+@QQ z(_JtP`scMp%f2$WGf_!vt7_JVlWd`S2CFU8WmDL)O4P7y=T{Gz(sfir-0~5jS7R=? zAx#POTDkqG-uL~D1h)JCwc)PdOFeM6pk?YJ!fx2=KjN7N6H7l`Ah+8^N;D{>_mjHd z&Kp(&%*yC$F-}WuR?v816P)%c4xhw~_ao8@JpoK`)hv+R^lZ7ujz0JPt=4acHd}D; zzR*DFyUODmJ7-aX*Rpn_Mg{o{(Wm{-iDc- zYM8C>>c@798XmLN4HZ?x>`m)0cI3QO^qX+V7ESQJBJ}%)P9-sYs0Nyb6_t^@+MCt} zeMxq1^*9@Zja#TgOSC7qPMl83Zsj=*<6}o{@qx699_>xfcy1dfAx|m1+YeNn?pC(c zHLPe9GuwwD1A4_I$2mPIYg-e7BUCPGbsc?aHfxUkT=wIX!iFmVcR*ID6byP6RhdTY0vu%hYE_?X^{})d0~U-{c(f8| z`=*f(Tt>)x*2}87AHf?C);;^b!nm~+l^c6s8YIZ>5T&II(a_k(vd0Wha19 z6fGOCT2|_)Q`S?_9o9ExH5K9_kCd`h^@EqUs9&{SMg|$Op$D8FTip!5%AlkgKZ+Fc z_0LT=NI<=Gdm~Ep+=|!U@^ep)Oc+4zfbKFxtB3_UYpE;2d12zuvaGwY4{+;>AK%0MC%?o`N6fZi@~;pk zmm6tMcQbA><{$7R&YN)?;N4E56x%sB0t{rLk=6CwigU^z5EWDMR&lanE$Djhm)LC$ z-szF*t?9l@s)2cx&?_t5oJkmEaj8DZpa)JJSrI0or?RQgRxHu3w+jIov^60PmVEAf z?jfwTM9KR4y$URbI9Re(8GEECt_m36-w1ird)S9T-np;EGvKRHw4i=G3h7%m}2;@ z+v1V$&b5&jKTVpk+6gt+G}%CdHU(ZQ%CM%ryBj)?t0b>Ms@t|&bYohiXE3}BzayUG z(b=2qNi4xasXNp}ZBU(`I(d2Krd?`m@#>vb}xR z*KLOv6o4|V+`8Q>3XH3!jWM$z3Yg(eo8U3bQ5+STEDYVW{eipdt_P@Pn^(+{-EX{; zX#>97o^io)KUJodNZYdHLmx`nnUnRbOP2BDJiUEurT2K8n?a{9Ky_y0I`GOY7=vE4 zSQ~adw9GbeUe3;g{V3kV`m#o3K*C`-_btbxM;eM}IEPCG+#|EK!uOJee5g)+ZoM|D z2)76`(c|T0DOLA`Eb%~_-HVDGeV43=u?F}_!)w%DRtto?Lq^bM8N8NmTl(t>kbl_V zdKxW9PJ3_JG;_W9)I0qfw{s`^am_}Tlk7jOyAdH9=U;d9AWt_d`7;wha!FE4HblsuUK> zc6Hrnr&e!HpZwijTqW3UbK+pX8}?r)y}=_-k4#AjiLMdI4Ov18zHll;c(Mcv3+8{ zSFlhjARMntH1oA@S2@!yvbk~Fm#Zdr3{>~_&nQ}Qg^*ORoGh9jxXy>N*Jn95u$v2x zxHaS#;%%82JT` zWk+_np@x5N<*ZZ}C?oTJVe%>-BBEMfeZfmry#F|V>a(SexV*BmWN*Ls6}+HHi;z*1 z$}%Ez-@nS#4S+595*|VkmGQq$q^wG(ghWu#Rzvzw!yHCrm z{}bBdXE&0Zv~gp^bbKrj#>ad?4-dug&wwus%NT_qfYo?|1^giP9hhujF ze05YrGQdFdh$-pyYlPQurTbG;v~}2tB2J423`@-3c=DOVcTpxZP;o6TBk0Pp;T%=( zwL7X8Oytd*jfgt4C$>^TIiE;Hv6>R-$K11HGhT7tYZbnEF{yXqbq++S@lR8g3SF-w zetM{OM8q%KaA+^@*y!+Y8Si*Bv#b(ayS1fkz^pr=v3G2?)YQ-eTQ(q}fi`yJOr|oy8 zTkce7pXV+guFBBNSv~TGrZrJ?ccT?jCim$WfH7 z*<+)fnlrTpi;Gtu^>qvsMqcW(H0C`T(A6Ou?uw)=HW-FZxf_i5SdjoF zpm%PA^xg8pOnyIJi9fC?|Fh0qVr&PK$-UL<0^%>216TsJ%JQA~|i(L-Q( zl9uzn$$|M7QFm89xCd$Vqff2vzTa#wY5&h=&!li*T;N5H1GsPo)}mXB;-GnZh96~> ziW)(#{G8aGxV5U=#PWN!A5Wf%Cg4%q3Je11_vNPfq*_FAMi+%nSksSc0n{nXGU$DV zKBf!u?H7^4QmB9eCF`~IV#To>h$2;%V7q*Q4sN*#Qu(X7^~u2%YfYM9AK6SeTs{bJ z4M{;()x@_eI|?5@bg?`6)rWQz3gJ1Ei);&p*5q^eyU>haFfqUS zb9?$ki?4XQuw%~rZvC8tOA9KVav`r_E_APPJSw~$q3Iq!L;MeN5ZeX)sINGcMDp$3 z;&h4(-`KHY7%if~HAR?Vo8|+VqHlyFMyfg5iYq!yIYpirAiY${F7+I=0;6%_Hu$s{ zGca+oMtY#`-3}qeBb@24)+zj~{!&bDJxQ?mMSpSGJn+e|zN@&-20w{oCYi&)m_&W2 zJyMJ+;__--sO*=Ody>r4qsZoC#v;qA)}ukmk_9fCeDic{H}?VDq*dW{idL*kK@(9e zjO+{>1{e!l@eMww@5*GOOMzk|RnK6&vW?h6W+RhzCNG(o#?p2{g?4$G%sWQzJ6=*0C{au?PRzgorf4_=qB9|bILu5Q!$n9S98h;YTb zw8@7!uO6ou4tR;0VNgW|Tm0)5Nt+oQAMgy|M)bMtA`KmUsH4{t-hOE*kappu8}`a3 zI$BN)PW?;tr+Sz-a0WlfC~pl@_KWPzn#ibsl4gV1QE#lHnjC>a9%N+M+_9X<6cj33 z(FS)Zz8Mf?v;PX~($CJ~zFm{CC3mmZ&fmX?rt8}O{1gq!GyWoiUda5Q&@2)=+|XY* z&E&qqJ3dE)!)%V60nH7d!6u6i67b+M+b6j4W!s4Wyc*2S#{bUzO3M;jr$L%%z-i=k< z@)m0`?6QsXQ0fxMfDBy zP#AHG4ErX?6wBHq3>~}B=R&`Qtg~lkK0{47ndngCmO*gD>#-L~=I_a+jU_d`-6357 zaa!GNAO#e?D=J zC1)i&B{VrXdc8?$x?6h;`mxm6&z&cWB&^!nnEeE%w=^v7V2mu$UU zd=SKwci3WatrwBpc4Of(pY`^WWJvrATnuX_4&HZRl}p~jZC~7TxEDujTvy_rWvy<> zmK#1aDj0A)f1lcNiuab>ZTH0B{C8X^1|UVPbQ+?@&e#+FE`tK(eGM23sKoLR^Y$C45ETm@P`=>d#F#6W#DqE;DGpUYQO>^}X!5o*JXL zop6ou9hrziaqGtA9fbzSj_=g4pj6bF)ps4Ws01sJt&;pb#Gg=lc-muKuAVjZUCyuD zwsQ+`*Bv#&bwlWWe-3=8dq1ymF1bw+Wlh}{t+hW^%_~gv=M875WaY)wr4XfLR)buV zxaJZ$x+7vbSjjAN{hUfE@|z|IQvD5jTNwj40iv#!B{*PLv+#>p2mH*)db8#s>P<)v z*(}*DiD+beMKV`%0-dakQ8G7mP*YX56|&`biM1ri@6RoJEEH)?=-4E4h!i@T$w9Ns zC655lYn(XA+<*!NzrcZ5mee)kI`KGK;=;N}u{;OMwcg;u;-YV!m#kd?ptjN6hZYD% zkB5^BcfZ!rjjfy5Vo~Ob$yjmFkG`kunYW7}5ij=GPBi`o+V*(gZKp-xY+rGkc`q&l z^i(dX-J?Xo)l7tzctG(HZ#0dT@pNRY*3?XOPQQqIn0DBr?pAbky|daiw_R};;QlBg z=@}_bd3Ca_6sc)Ol1~^#zk1S|>ip68RlmZ%R!O5SBg3<)h0 zrVX-T|F6>mmc|R-WeMyUuCCB(`>qAV(cmuej?$}i8i3u6(wh-5)UVfZH_AULD1JKB zQ(XFeGdU*{Mxkp#{z1%hszPd}X#=}ZkkS7@y`R*51KaSBe#(~jYTyz-BiXVNrCS;J znnSkM&E!zYVAv3?U2ns>GuT05hRud`bObqixkM0E0Y-TOjkA&~O>vSI8>o@Od+zNp zmLzAJpOQog&2LUatK~yuBFE$jM6{RRmkuIqQFS7+h-)~e@Tm2O2@u6Y#K*wemh>61 zU(tiTx`#uKizrRpo!nu*rqm)jWCJ~I7Cl%lv185IpcY1v;*q zeLwJ^80vpR@hpej%617)Hu@mIaVaZ}~D zTP)Qf1+h)CCrv-$a&k)0+85cEGL0{?_pV(v)?d0cuDSEcFQuOL^sixS7ULtTufD0R z`6RC&w-6Zz-ZA#rt!0OH@L+{?8%x}2fT-ApBRL+9Kx)i(BYV}ZjL_uyP37bi9DFSd zI$u!p6e8ghjvW9T$jJ&h}}q0mHBM zMd`zNxE@X!+2*!hGy)7>$~+?tBsHNlM%LY?6xnR4&1<^eBt&V-fI3e^Ex)(pw1*5o zsNLH8jb=Y?Ki{r(3i{}fIdlIh;x~grDb&$%E(z8p$74fCl}XRm^m*N?q@dyF5dO^(}1y6rq% zlW|cYd&a)y;){0j$YMrcz1h(ur?(f;$qTVYiLZL}r5d33WhA1D{ieb3mm`hVqDGYG~j`Z&M=bIk5|Fh49<= zLY9GN4&sXjrre^iCBJB3LObFBW@`Ek(g|QReKAgtZ%$5(jf1D!nbJMSg$M6bb6u90 z!j|sETfpDUvU2zd=jYW-UNa4rV!ZqzLaGOz*miz{I&zyWqRbOZ>dVAztckh32eVk3 z4nnjdMJcat@0KW@t}6m;?tVf2OF!BmL_5sqvDCt2Xkw;;T;>yCug-d*d&qnlsFJv+ zw>QCYpp}bBe36N6`9M#ZPA~=yaqdGn=}F20jM|4Ogj3_?Dk^S%z@2B8sS6!FwI+fIMKNsCwt0kF0V747jwuEXWPz6?qRFsGVb5jz1q2g`4+;@DZJ-j_Rv?eUa}b zFL%_*DubMNUT7yae&xpg$#rXPa`UKLbp5K5dm%)9bQ+3nj}BE7yAscA-WL|cBQ}67Ca}1*x?%}*-8$+t z=axv=URX81K3V_hY06gIYD+ye2@8=tp9&C@9|wxO;Sq2;PUTyQcJ7oQ$1eNCn#CLN?e3SPey`|U_0Fv<28^2(sqyk9VCJON@GP$uEcn< z_4xTDupZ$`>?h~`bQj%GF(MJV!bJhM%KdlDyS>>{qR`cL-u5-r*VXaQu0cP$#m5iTKd*gC^$!%= zgg**gHJ<3D&T%XzzMIxV9rbXQVWUyXVwe=s4)0@5Mr7J6F#EUPP{!1zi@?&Hf6+Y* zGJ{`4+TaWg_w@%E-XA;si)>Rl@#9x*UGCQt-hQB$IrGyP`f{Kt25E${wlL|#l@&?s ztAwQkzAAlzzIu~)JFZ^=WmT0-=ODYbgcKlo>VAncsdAw=Jfd+FsF=!#l9Z#q`EeBh z01}vpd1!O3?W`(T-F`VEvjy<(8bWioF*R}Tz~CU;GdmyG})=5R>?vVoTjOwGu7a!8rU zF^rtjP-%H3f%eKddd4a@;d2N7z%!N!AI%%Z0YriI%;)h?RcX#6`ekI9Et}~bYE#$m zFg;vg>iVxZ;M?S^-&N7mbTVG0t*Wk)5B^1jXF+@!(k{2qV&ePM4WX)QPfQrqigJ~8 zaW_mB8y3;bQUro)2WJd!2)DADR8bQbL#C2wWb|NXy+h_kAxz(-;!C1oxIXRqN`6%b z1{rA)KOsyhy@=5?8bgN6CWH`Ft-faD?WbEVAoJ3dw|NoLvzL_zcc5?8+}|5iJu-Kz zp13g7;vkw?ZB!p4(}*p|KJoM|_yNh>JZ=Ov>jXE^BwNSjZ&mH3{kgM?59vwgU5&l1 z8QNnCWW~moZeq!J1>L&&xhlW_-|g<{=jSe90tBC$gFTaG03fZ%cvN>-<((ClAeLrW zFS?;CiSK@EEoH6A<%Rmx1s|1=28IH_*zGF5Tbh4lI@kBdKl}58sy?4gw5l{zqNdXi z=Uja&J|vvk>eRthL9h~MXk52Kd6>fGP~zOK10;SA90gg1mC;0@LbqhaVIdu^L-q>v z*t)v(968JYB2q?f4qJ=5FVhFingx@D-%O>!c`J0uRajz;E2~>6Jgh~ZBq;m!)K{p2 z$rmLduJ+D*2{ykZq(Pnqf+JRV62(e&YQPrr(zbWZxFvTENA=+mzjn7_h9{SQt#h?VYQmH999FJ&x z#eGhamNwBL69cwNEAWD=UWi1B5w#Tf94x~S(u>HoDb!!DW7(Uj{r=ugXLny7_DfD+ zhtIj+A|L`UA;e?U!7Wgn99n&bi*ZRJ)xH+45ebK@Jd08v?WEB3Pqao6xLv|I-`}U5 z+_p+%wuxxtVOx{Ir?3?KU;Xp_z&2s8_eW5veObNxrT=x3$jhdiW9| z$)DsJr&H=9mpLD#d;vnx+9mtDg)tVE! zoxP>-K!6oOd@fhj(a@5cErfz_-8McD7=RCigk|Ow@dyih%Pul(Gk^EE?<3t|j&~M} z7AJebRCiR<`wYkTilEfmS%6ocehZ(}i%~;-+?b7RFx4#d!QVDy520El##CZ+dnFhI z1{mIU?2YGsGX9}>c~-6&yXa^es7B1IOMl+pmRGmbr{v3bP@g(gnbTlv9d1yazp&}_ z^6J6bk3T7#vG-fQ8z#9wdk`uS|QRyOssvoYuJbSjBB?gw7iN z!}jCN+8q$9U3HK8@^A;$KZUq_)N~o)B@V_X zA@id_n#%*(v3k-Ob`M<=fRk3t=$Gl<7d$655u4F|Oavgl{LjPp{Rg4)^lml$DJ1;l+BmQzkE|i|q?rk+8dNMGgmCD2!^LY> z0*spC<<_n$RXEz%9LX$(1D%jURN+Y3RHJd`cvf$0058z`==k-K$W`3QsyU85yk7uU zb-b1NWk|@I&uMZ#-?h{=cMJqorkp*qA9^y}?!@5$cJIQ+V27$xQ}Pa2*$7&<7Y(eR zqt3!EtRT!@eSVunt*TCy`th762Xv!@kt@nj#4M3x@sPZT~QDzinrYgsBox)vA470ra*y;7_&P zR?iMS1#Q(W>`A&`;Ej}p%;Bv`?5%D~d4niuW1wKCPQmk@Ot+9L4K0R}#qD-PdbV^f zDUb4k8QSQkrpK@uak=YbU|x+-B)TSh1L*JAR|ZjrcK>v3J5a`Da|1l^>bKHn)4oK) z4A?X=&GeB=J`7<~hi6?Xr#WN(r?H1zPBzMJ1*3Q@#IjG%wM{fB?~g9b2EUUd6-q%gO-Cn8!Oc3!Z(F+I8(W@rO% zW%s8mw@$H)+Ca&2%&5g-Hn2aYo7q_7gsVu4c zmsA7MQQlRdT=evmh+U{FnzSEr(XLJ$x@gdiJ?MF>Nj5mlupGMTgQbiy436e%yPgal zQj)}75kEhVGxx+ixH7%ujB+n(lE)QIBIF$xvuV(X%BXr??>m>GV3KszcaD7Gf-6~& z7(?E-Y*~w@%PiC)h#f*MS{H#Nduk1b@dbX{O#H!I!%w!x@0aREFxBl#Sx(U zwssy=`}HXfWqG>v!XUc_ysTxfSm5?L`4q}J+`+Zgv`bsJlS}s^Y*jYkV`4mHoq{Iz z)^Y<0UjTeH6pM3GC9b;;&jv@ax_eO}vpscU7w*n&JFS?0hfQL+S8-KkQvBW#dg1*L zijnQIhdY($uVN_bb>WF`fcMaC!x?nFHhm6JHN%|mCGPU^ zNV{>g9-^EKiF^gK0oteTuJLLur+_ExKZk zaS4U`K}@*rx~`V8xZS&S&tr!V*#KT5^=cx7(hQe0IAvzX0<3*$rZ9D(W$sE`^s{Q|KkowiYy2O)H?r zA;tSOYy=%|syYZ>GrZ!?>g-4l2x^=$j1Z(q

a=FyhtN2 zHKZ#ko4)%X3|aZrU5d|iTlq1yxE?ycZbjhy1RKf?#7@55ez;bMWZUg5xT+=eD0^To z2hVRTW{Bx||L;h({VVm9=JVh1l(LkX$mAeY@cmPyGPi58r)av&;fqKdy^5uOipFgU zE3)p=zg0D~SLBO}3(H2LDdo0#_R#n2Dp8{Yy%RO})eKZ$x4+n*cxA-$>^2n@@_X@Q818#EnIzm2qo*3T zCB+ZVk5_Ku8ZmPQl&nj0B(fPwNgz|{+CO_JQ`nidF|^Bm4U_Pb7w>fK#{xMMy9WC2 zBRXE1W`>m%qW}f(vLy`AIFeP|5-w{2`PAZIKr2$rC!;&j18e5&q2QLN6a$;S!eNyq zF~Gn^Qg3NSj`w_)XF5ey1^Zg>$2d>dRU{dzGGa|k3)oa17YRHCkJYoSc5i)y#?%*O zPARKWhC3P2C@y}B)RR0im^-$Y`e%|2bl z#y;z-%Kwyo>ijRVm(oWz=`B!&Z!FgrJ+V^XstomVKlfl^R1xnz_xDDTh7i-XWuP(2 zmaaUB(5Ui&jh(Amg*dtq z>bPG$Oc0-Y9Nr=lQOR1M9lMuJGF=Lwc5VDuWfi<{ij^ThCps8pkAq1XSM>orI!Fp( zw8t8Gw&%xLzpL~1183Kl%r-%XN^6FtLMCM|34SP1p7;kf3`N!Rhhr4@L`)UQhnk<- zAG(vw_x|lmgaYNY-`^$-3MYmEN}O4OO?C}+CR7NW!dd8K`;FX$$qV+9;qFAqfU_iC zSBvoF;|>={KZDy(28;mQa!(Z6AnL|dJ|G-Ejjq^FrQIqxlB)Ku>ykkqj8(Gj?HO05 zn957ny?ur4yT;vDNcmM_R0JqF=cF&gB&pu`VRaLYmu{h+*dZ{l3$pt00 zI^(rMG;!z<%~7t-oS3rw+-U9o9GEgPSYxD!(w|Vb$zW3M38!IKQ{jqTOkN5zi!mJ6 z2ocqs;60EvTl3Co#ZBA<*H8L$GMD;2YG>}pMAN{lxE7bEma4ZKw_6+21kWCcv|8;? zqDZOL5cAA2qNyhPiDcy}esw#9=_S!1$U2ZP@~h*?TWP=t=SQrz?+jP?+nO2T?oG8w zU?3agMx`m(K$0H9OQW}Y4&SZ{9TxySNQkOAg{XTSoFG@SvarYcXNXvEX~ao9#&-uQ zu8AklxZMt=#$i$yoi<)!JZfR!8p>=Kk*VI}r;%+_<^ktCl$VJ1=gD{xb`=%b$j^4Coe63Q}i4<&X|5~(zp5#Yw0#i2a$l>NVMYlZ9tpbU(lnu(CX?(m) z>dbQo*LPDbkkQ9o&9LIT{E>h__3wOPE2Meq&TpMEQE$>IQt>*{z-M*Me_96(vABsBYVSv4H${>#G-#RX4RfrMvVr$ zwZW0;oesY_wNelx*J9&us9ng^%I^%IsTe7~+RZS-8$T-Ef);snZ(p*2T91CbfN$R) z)nUNLk#G2w2K`#UD=b-HOk!}ZkW%1tal&X5x)V8z(ZqV-<(78CZwGn-w=j3Oddq%d zr$cU(P|r-Qx8LOsFFAyS2o>GqB+F3!u5jQYUBXFr^*BQTLEMDPbG#Au9=K{a$8I=X z)W`?*(c5L27M___zfE;9DJxEvwBP0JF1uhiW&HJQzhrj74C;N!K3%X+*&#~Qe~@J! z>+NfjkoNA2rO~hrOxkzjjsY`qbJUfu2*;}K)b;|As%6kKb&i+O7WL@{6pFFTAz#`( zNELC8i*E$nk*6-S`Z1N5WqWH6gF=w)f$UHlDXng!Laq!AIN9ssct-~N5Vv$s(n3Es zZZc#THHjC7j)UVQj$I?r;DFWd{f0Q#-#h%gObaFkA>ekOfHzc*&}C?$VkAFtnE^z& zh$2cPCwu|GKcdHVTng<7jHOOmZahoT0RSt=vYd?rr8)%9QvWWu{RQ@O^woA*hq-Ow z(k#>_oS|(+u8~k%;T{`HMh|F$qF15br;H2)Rig`O(Wl)HL%@-Bds>bo z5KXuxkhYXax^ti!P)$I!0Ex_Vt7JDQMam)iHujLfpuS5=t+$LHh7W-V2!!K@3rHZZ zr~XNLW3oR2R-YYM`kVZle zyp3er>!{Y>ds}ugk3xP9L~Ru_gpp~2dn`ZqnDSa+g`V#h-d5&6Iy7t{YlN~h_b_oe zBx|n>(yZV*k)31I7e$_1-=(HjJA>_I8D5)t+Pa@t?ZN5L;=SMP9QnvkXgse&E3f2E-+z%#n zgdkJ7Kbhg03jq0i_}fo~-Od}x(4o)r8{A+q43?q}%=Sv?Qzs}dC!y4FaWAF%7;$Mk z0MS58N%wI+M*4B^oP%ISxVz2tSKZ*RAO3&zu++Anc@uZO%EU&=qE)n>uDoJ)OeT1f z{VXogYc_|d@O!pznp_kP?-;s5NY>9`14~T0-M9C02Lg`tF1j7S=O$aYdLKX9&)9&j zm-s|T8(#5#BX_&=)T;=&d=>}u^j2k4xDxJVz7DisG27g_cJ8AQ$&`6e#UniU3WHla#Da+dA?p+&i~iPxL^(X&)ydK<7+N5v?-zEg9`k%Nyx2 z_vy=Bkg%WMz+ANDqmq#gv*GK5VlIWL?^68Ft9zEHZ;CG0K|zu0sDWkjbf&>~M-HbbE5q|4~mH{1;YZdq*&6vJ}#x4u+v{pI@7pIu!0 zS~rF$drIMy@8SYiVYH4~)+ytGFIDMawYlxB!tiw9m6i28w_->vPPVdo5|fi|eY!2G z<4&P`djfJT$~8G#Pq1IH=MXNE9WJt|sg9~J!-g;j@=awRU+=yID91Ti+Io6Y?l)Dp zN_7xeHorc?t!<5#DA_(nVL+Rqlp3A;$w6I^rsFsZtFj>wOcD+gCbo-Aw~m_a{f+Uq zGk32ui2_x5*mo78qjxIVYcpcY@uH}^NT;qBoxpCgzs0q*Zm-RlVa7xAlGLOkve?DK zoxL?^RXcaeQfrlBpr3>%ds4&-tfSLgRk`lYobst9+-`h>ZZ9ylq;Qy+i;<}_vxLWG zAbRHVz`-H8VvvT-L~JEI(@n1MKKU|G>c_tb#06Zxggc9Hk16L1*GBO@DZC5$e+jE0 z=YSk`(VG)bovsUpYog14XcV8hV36K}{z!61*1#LGyIZ}Ih2vN!bVL> zn4C#s!7L>LR{w)Z-GWHt_-fcAJOc$W0TWw2!v3V=L5KdDnCDEs@7G{?2iH))`Ezs2Fj zRfC20J7;^`WM{A#$!LEVf30pmNBRKcZ{1Eo3lwMJXg(&+P-QuRoq|cBY58g;)?YT{ z|IxwF$8b`YRWPmQU#x0Ed(^$@Q$}|UleIuJv434Hl5%9VY?YtuRAF1XL$_N(h~Z&Hyv z&WwW}L&|AlDrP)KR3EpKD6ytP_WH9wuB_axT*Q{>{tAzyrZViO1NsPSlMw+_xxKzF z4l5x5-O8z}{Jru)QT=A;R+?ey?x^faU2%H#mLGgf`bsy&c^s>zVWsjKU9I05C!m-pHiBb(>x9BKjIEewlF6aNaiu;$Z*vt9j6?;ajQ7Pktu z`^^=c;SDzd+}>oyv?qx0h_9s5MC2&Kfl$Cr`=P~sN1(K9@&RD9RLX>h&vF-I+UBKT zv=@1?&`TJthVYSzNPKI%SIERf^!-41)BAO%)2>Tnx}cQeE!|$aUi$D-Vsc?UNVwMW zbEYFlU$3k;??X3ozF3WtP*W8zP~yAnz?1R!FzFHdJbC)(%)T5H6w3w@RjGUcgpK}8 zcJZ7dLpbM?{!6Ar`e$CwXo~koQ;ytn3eyH=Tlrd}0mYhU9vIpq0ECJR?Uul*YWGQx zwBAIEnTuUtr|+x%?d=hf+MM!#)Go9;8G4yw>P5u7eKpMl{v|)QJmBx@d$BRqwQ%ZW z_NRnnXeX1va+T45yZo_Zk6Y`~3Q^Oy>){$WKNLUTxs&bn@{^BP$y9-(RUa2HU4Fd; z=VupK4$yeTBVU+Y8hNypH`8_#@FDDU?%`v2>@Wa6zgw#g;GpxxmLX4_gCl4|90lGR zp(h+BL>QMxMsk`%68gH>XM`R%ix$GtT1Gk4EY-sLXod)LIH`!x`DBGY{A}ubB$LO~ zU5P^JgYHxjc28H#oSRK$6%8vK&3r(5bhXhk=ug;6ULtj6ag8e9?3EAqc12c{j;2## zt~Rw;z61bn+Nl{_$X$tHy2>soj-k2I?gwsa+};3e>+lRk)W?$!+3#xC0xrd$6j5BW zFh*Q*f*f|drt+H))Oq9}j+aUP>0%5JAASC)n+J{U%J_>cE8YJml=#nWekzpI_T%MC zemVA^Lbi48;H5Tm-8w6)EQeWBa%-)j;3&dbbyT?3OjycqLSSlr-A&Diuoc-%;4N3S z6A@MD@uKhJ4fpv6w;l5p^&zl2@S~F^94& z+-|FktvQ=!Zs6_P0Ofc(rl++w97cgJeVbZ7N!a4DW8ie%HiKaFm#s$^IHO+a5kBq4 zP1Vck$?U;ZQn+gxQRQl7r8?I&w;G^X3D5Dx3mHazGJ@sn43LwJEvNvD6H)`KqYwui zvnIpoYALUMje%CHEf$(4`Pofmc5cwM#JZ;b)5m7_I__{PVOArk#J)=1s+*;It&6Hv zkD;=--TQTxD{L+b6NSP_nVP_H$y8u9)xuet@3KV`;hw_oO|4r(@wlnVif^~y(|t_# zTcqJrpYwj(bbiA-Xr*voJvM|Uvn+vaz{$!>XzkBMurv{PqoK^sShfM*p_DB`GrA8Vg?r>O z9&>{Zxc|F%keF-@+#-SDO%Ou+mtpzD7|O}c`~gS(O8FOB#{*4Km(joqy$0E){*aBfP+nkEAdEu0MOBZR!0 zW1v2M?JBOKixRHBVx6F#C9!lQ8k+NsIIdlE!z3E=yddBC`w$+Vlt)}Ua9$MZ5vsWdV?Sb^6bqZvOpFG)qC)n%8;*t|U1ICb$Bdi{ZBG&( z)ud+jWyyaw=^MM4w{)SJV`Ny%`RLwK;V$MuhkkH%5=_nOaEZZ@m2;clg1)EIT&__lvtKPI|FuA!Y{4 z!2IsJ5X%Y@vac>st6IRj3ZlEvB89`H;bM3at1*y)CpiW{Ks|E8;jFQB-9>%6kDorw zV~Vhfd$~Q>f!Ws)fE4;no!oDsIM)e*HKy3g9oeYb)YvWMq--g;ttrlP0w`LJwQ~7R ztV2uo=xR_I;Pazj-7eR{+c%8E2ZkeQj8D4M_rE)r>B@`z3QzXm`XXbi<w0hK_p~$0+Sm71$+Lw|eqGeO%lqmYG1pOU zH{SF1o#9Y~5wz2aKJhEK-$g-b&T}$64xtfF@qEnm$$`eTZ^j9}eSbI>@d_e;9XkFNKmwhNV@$vRC+r0lpu_Va z2t=*EeKMAbP`P}~+}JHG$}{TlxpIR6Jn&kjbRZqJUm&-vy>(Pn>mT-w0SYKcA5s($ z>5id9K?bC|K|xBo8w5opheo=)q#H!KrKP1Cq#K@ld(QK7)_UKy-hbZn$2pvfnc1Jc z@9(~@yO^!zh=}MD$0jT3wW&<$wm2WrVVp` zf1~>xTV|P7O!$F0xAR>A!xC zxi`i*xM~#{>0#D?`Cg~czxN~hX}p;hMqUIiS0-Ro&}GodE-EPBlGSvNf~ke6^sB~504{k zWrmQ%=YA`lS=jsGPxX`nT%{a*$ZK!Ol-Kl;xzQFFAf!5Z{>}OrhRCB_ z6|$8GKh^r8-CAqRZ`x8Cur5A~O4ZNlV}p@A*YS@b_i4&*-N%{DjVf4R!?dlgXPYl> z)8UbQ1TA0VR8UgQy*>FAiD#0MPwrITl{-_{V1NEu(0|S&DoU!nNG^L@S%ZB|kR838STQJ9Ktq8JVA}xrKVs$Bl+O#)xENYB9RXeDB>Vw(h{yvSL;-`$KTe z@|}ot^p`=5%Y*EekG2ZRp}WewLc`I^{SQA%`cyvaXqjeNI#w1BQf)M=*9;2LDxY_$ zi7`oh!6i@H7K8Uow{mby5Fz?AuGP(Ka#E8;rk|;=SC5KrAXb^8cN=|n20kwAt-o9& zsz#>9Vx#n`VQG9KFvMHnJlJR2{_TOh19XxLnrEuNN5{U7H8c?HhK-oNCe%-M;D|$eBBo3)fgjTo7>Hta zP?wvMTz4SoZ~JW9Kl7MgDayXEQ8FT1%PKnRCHTe;fp>fkqt9P5&6vH}cTyR2`Gg)L z+^zJ4*m9*W{gMg zO=!L|;NgZlzG(EF2);+GFx#U=$Xk$Nxmbu=k|p(QrGTL??wA(SBR%mW>aAdZynnVk zexLnFFVrr4Xi}*&U=YAWhIadC8&*}-Zb7XUKVpA;yG?B{?(V4gcnj6cqp$h=R%13_ z-{ORXiB`7e4KtBTTxu`vxj!!%H?$5CA#I>n^nJuP_xdhFK7Qt{feL`k>eD=G1#59aPX?~~y0WWFRx!&W{Ut`Z_9*elOcRgjw4CXzbFb(>#G2!&z40BEp0>Y;Br3QV^ElBPQupew@xEdUcL=OU<3eI!=1|+pAa4a(H9QLMcWi2SaGJaQHtDhcuyAidcId zxJGVER`|SLQN}TzrIpS>U2^u4JEfM4P0*3K=5Q{I;NBTb{s;dvmu6tgO_kxYAwy{^ zCWp^^Z0WR1WT~^SO0j*C^b#6-)mWa&lcwia$KR-itK7z}aR2J)ouGr4Q^3)Rsby7y z&y3}7Op@9x8AWi>j;bHbh*K_YA{{uggtwMba)l|-W#p8vI=t^&7iw@{lo>Z#$g5uw zM*Y<&u})uf&F-~J3r1N{t!*g*Il_qHaD2UY_ff|lzv>i| z?6)%I14cuXUi^&vH;sf?P`ltESDwP&qK)v*+KCFRf_!YcNuns1<2-T}E^#jcZ&fu~ zjA?S`h#LPKIr^N}3evicWA#t3&=l4;pVIAol)f#MqMrComr~MeN<18cGACBiM$+V= ziB~Kc(ar!hfBw;?0(+kIO@;XMe%|t;fV!$9<*VPsAxl0cH@4K#IrAvK!e0F_q;u%H z-?`r>(vUs%<8jl3lN*>Y57~|3RnFML$ zGUf!yu8<08T^`oeh-8|n5B#524xY1=9ZBbq(BN43Dy?tRXfm;`4j+cD^v#;aFLqVd zQfCtkR11taCEvXtO~S&vzo_`)&PURW>!jM2)P3uo)A-vJ^A;0^(*H$sVo721K zkI9(_?*F=a9<(09Y{at@PIKc`q55lSg(b?75Tee22YU6rEm#;T{p1*RRR?R;s?0tK z1%)y?m6oA3CQ-LqEwNK|uLEZXI{O9Q8b2Q)n9`#4J;iz_N?Pz_E_2}{H{;D4b7JW( zeDtEfo~XDx{2*5IukaFWDONz$)(B(XeY^7hvi|vE|7=w39YIf}j^9+v7NY)Mp2@ea zc75GAlX!K6UL`TZYSKDKQ<5Iw?9G}6P|S}Udo13O^H}c}NU-&9jZfV1v|sPP+(np) zkj@^63JAHm^Z)iVwm%P8`|~t59vCO*->0#0@&5Oe zHUR+^C1)!G7P&V@1{mPqHU<`Ulx*Oa3K%R32DX;=Hu?s(lx#2<^ah|w8@x4n^TN_e zlNJ0w7mSONmlLdzvWQq(*nxN2YO?WgK@WOUpk(9W{`UuM4Dcv71B$ zXJe_aXke$wA}1=wB4G{)Ui|wXk$?Xq!J=f~WCuQ74179xy%;#+zZ7C@lz%=P`e+t4 zS-p1#`p^p`IH1FVZwLaU&~IKk*})a<-q;y{-@z5xxMAGT@BcfyKLQUVu>bp^e*|7g z;6M^!kihvrfrph968_@=Z{cBOg9L7*SFi(t=kHN?SRpK)zenL=<%ER4N8w@Rf&}EF zK%_j#M}bIrkdFe9^891#9slB^0Fe4 zasX0ZRwPmmK+4OCbWJ${DKDsr|9u80L<(x+uKX#9sj-1vT+kfJi}2 z{1qTlP!oRzh!oVsUjZToHSt$~NI^~f6(CY}BvNjO6x783UIDy>jTh9!UjZToHSt$~ zNI^~f6(CX$BvRldKtLh|UIGLpQs8JnKqBRaNI8&5fz<*5i4^!g5RgcLAF=U*n)n|F z@FO4~kpe#g0um|kBOoA=0zU!*5-IQ_ARv(fKLP?0Dexm8Advz;0s;~#@FO4~kpe$r z;{`SGKT_aFKtLh|egp(0Qs75GKq3Wx1Oy~f;733}A_aZ~1SC@6M?gR#1%3nsBvRl< zKtLh|e#FKLYT|#Sz>k1{L<;-}2uP&BkAQ$g3j7ENNTg6k@gnC7@FO4~kpe#g0um|k zBOv@Gh5QHze@P)fV&nbO7x>rtAwL4bUsA}Afbf?T@*^PpC58M52!BZ-KLWzvYYO=h z5dM-veguTSq>vv00f`jKC|;zDg8Yb$7b&A4KLP?0DU?yXNErqB5fG3_p^V~1$|%T> zfPh2_WfU(`MnQfA1SC=@qj-@r3i2Z$AYD@^qj-@r3i2Z$Adx~D#fy|tkRJg7i4@8x zUZjkI{0In0q)O&Lm34_$|%T>fPmEcP)5O!G79n|HW*SyL4E`TBvRl< zKtLjeG75&2QIH=20f`j&5fG3_fgb?@i4^z|5Rk4Z@FO4~kwO^-L&_+~kJw;H83p+f z5RgcL9{~Z06!;MkkXj%35fG3_fgb?@i4^z|5RgcL9{~Z06!;MkkVv77f+1xTO_62na}|z>k1{L<;-}2uP$*M!}FW3i2Z$Adx~D1w+ax$d7=4L<(gT3@M`^KLP?$ zokAG}L&_+~kAQ$g3S|@wDWf1i0s;~#lu=-$^FL39{0In0q)fPh2_WfTl4qaZ&50um{dQ81*8g8T>wNTg6k!H_Zv@*^N1kwO^-L&_+~kAQ$g z3S|@wDWf1i0s;~#luO_62nc^kAwOb+A!QWgM?m;X3i%Nb{?;kvM?m;X3i%Nb{T;kL4E`TBvL4&U`QDS`4JG1NTG~^A!QWgM?gR#g)$0;lu?i$0Rf2= z$|x98MnQfA1SC=@qhSAK6c~2@9qzNU{z;wxhWk8p)b^#M$G3G#WaU1)0uM)e$DemB(732SE= ze?V{1lGM#5RB&5aOoNC5`&DR|f||$YH`Ri*M()kL+fJA{dsYWb4UUyH;pJ&qMm{0ciXN9FSrZ;oc+t0n^7!MlYix3pKAZj9-xpdVEH ze0=xKy5pQfU2M?A^_#hjmm3^wnA*+mG(H|5M&D$Mw5@$7j<=fivXz@PzAww^NTz%7 zbucI^eV`_rHg!g7)b|H?v~Y^DFQpBPk08uj<5@s!(KeYbszjPpAcC)41$TFnhCHJD z3PGm+>*RJePZ{3-b4uvHs}D5^2RqmQotFVBRPg^bl%lQM7uaZ@?mI;9#O}pa6dX zrf*El>sO0lZq;$-XhPErCF$FpdUTFQ=-1(O zk0@`lhs6i(taL7Xc(i~b(Xa#Cfi({OK>7dgpJX9aR8$-s94+SK?djUx-QBXdTPP?l zw1R@}<0S@3o>!-zaj4D?H^yomcgju21}*SWP*xLu{rXj`-|lfVZbTi~aK2r8;})9P zR8^=$8VZW=j*^N>TU*=m%1U_A@z$h~vGHetnu67HeLC>&kFX}3|0p^*iw^!$CXM^Tr+PQjLW&m!Re+?T0d?qXSodhr_wbdB!|9_`ba)G)KQ! zE_!e-*+fTU|L!Dz^bUD{T6}yw0fP$udlCXd{0Mx4J;{IB6?EI7&|?tH5#Mg(f{k1R5q?k+RCt~-X)1V zQ9(sPNkdCbOG*6PFC)k zX=!OBvA25-l<#isqz6xt8Na5(B-$%FcpQL>%Un`im8I%Zr?+EJ*L2J<_Bn&-;e`jx zV{3ZY{i-@ZtMJNtxOq;erZb@y;*r&bNvk=Cs^6VFrah;`DK9UcU)*i=jbw61qv7PDYz2WL!Qqsjnmhyy~oBPEh znH3X0#NuEU(^A@OGdJquK5Cg}I#mdqBFqZCDEP_dYqk4o5lT!7U^RN zx_x)^B}o+B_&&q!k+NR%+Pnues{II`bU&MsPtw|-L~TGvmOAxBwOAB8i>Rbg$2!N5qPK;Rx>(u~co zf3^rscv9qe?bnrXMVdhav+1?04y1K9E^a&$`BZm(bv`mOQZR$*oX!_{GxRVh-6#fz zMksA$B@Q>Kg@2j|%l5g0I+ABWLt3yOnN+O68QAJPG+>zrccJ*y`}|r>OZKfH`#);V z!4(ZxVXTh+Ke0$UL2TN^P4fsm!8^h^kV!YOlpAV+#1-Wf?ZToC@ z3dzezGY}#0++QSLhWeXoPf@1B3G0&jTSOO?1}!E;MD;p@ex}m7zR0j1cjFz1;8-YP zZ7j2yxPM#D_g9bqib@p+!_|x(M$HycgKHM%me?A2$ghp^u%CGQHF{o~%pGT+xUasv z=hx)Q*~Q`Z{<*iA6Jtbp&Yp4Z_DAfe7SL|IdtqaJe+%tq_UIFx8aKlP^mAVhYxLb+ zX68u~o>vbaAtIhOB)hcf&Pl1mmeZwV)hoprga(HsO?#(sXRUsl@a2eJY4=goGOdc4 z6+f`meGU(eKB_W*E@cuyK{zGy{FImueX^1Y@l=?CuKSYl>h4;gMMbLTu6KDmMH1u0 z);bw(PNSCF50Oz1XZlV;hD#4vLo)6@neZJ{qrL0$uJD|ymkm$z32C0RP$9Cxhxi!T zjDNe|u(zKw*l*QWJNe<~E-?HN0zJP)@z;Gn&AkM_l&|mQ7EI0c-H4{bFs{TB?&RJd zTuR$8jJFIH4Ktlz2!-2GB5HPCI9)L~=W3E$2_~wYuPbyaW$>vboSyz1VdJn}QM|vL6zf&Ce=u+A~2RoT4zC z(q(Q@9$kB}D-|j_AFgq9+QjM{W1U&sGB5QLXEVqJD;dw5oj%c6%iE}G=J>gnUBZ*S z&xDKej+@8b9%49R%Tp`)f}_)t1vu+U24D6j&Vu60R5$Bm#i*oVZKm#80_>vXEH<~3 zLwlxh7g@{*&l$$Vi#KV41X59*hq)H*YbW_jeNkoEA`7DnR(yWDO>8L;AkqhS`Monr zx$wiudSKW553|rsU2oK6YCI*WWs*yT6V{a;FYV|q;xKij6TR7#m-28x zN${#YzIRD+&86t5hAf8#uU~uI5w`h)qnTsk<1lpFQG9d!uUCby_WbB-I~?N)7#uDq58S|Z_e1I zj-UFa&sn{exwaRQ)^{|FFV?)}ERj(bhxYp)P)Kg%oaKNk|KYXS2u zUJprLdaSkTtVGK6)3e96471~e)Ys)5GZXb@g4ic>cDTl6JtZ|f2^XaB>FUiE-{r-B z2|mhE$GG#Rn%oFRH|q4cV}Hn3-k04y`0CxY`{SC^Q4c{T=QyXek(=6T`1knMUN}9M z#bhpRYRT@s(TdHYDNHfoE#SiFC#o`+YeI##?b+8l-&|2W7<+bqvurslT%7vSW%s#{ z%y140xyZ}_NJ16H4_wtzKlHSDplTe@C&%oHB!6WcGRFyym?2R+@A$_5=T6|qVDNdki4~cY z&$H6-b#R)gCd46)Q`^e0HJiz6Z<^bHgKWm`U|+l~o&U$(o1splb5^H928?}Yt~rPq zv_I|7H1ZRfS2*TynMfL@!(7jbrt9akJzS}(M_UD+YqSX3Ji z1@&7oI~Sk1kp5}8iVK1eDssnn@f?QMg7Qyaz&3*C$NUJB0>T}bNH>a(N)82xpD(s`uLOEpV?E744N ze2}HWX^!*KBM*d^{sMLKyoFom5W{qg0o;=J1i!La6XVat!+a6ivTSIxZ~KtHo&z{| zEjf0dyK+rZtsVuh(fE>6Ps|-IJU^O79hc;%tI`b?8&Q9nizyznduM<#FiP9c(~j?{ z-RSg*-ojynv}AY>@3kXyMO|j1L#;64ZS>fEy90xobwOzukKSbd$A52FEkpG!%GNz% zLZijyZ*_*so+5cs#YVv@GJsp59GPKD#7u+Vg2EiDfFqhJ%wGupnA3 zxxcA&Dj!1Z*p>L>NEU+%G6=2??iKdx*dHHanqN1$8v5|_r!4L|ekgp!lyf<6<)j$H zPiXYLFXYbY(|dR6<>fW66D1cO{jfRGy+Vv9VM6$ytz_xlzjtZNOMJVq3>?nUVs6~t zpu&-M?T)pPpl(f3VaooN@!6YV?`H1Q^I#7Xn)0n#ia)hoBEz{M=d|D_(rT{sl+^ZP zC@_G}9$$HQwEr0a)idsp*7 zpJJ7{dA~q-izK&W$8$!co*K)K`XDU1`=efGqpVmrwvAeR>xv$~6C7Z=#K8-_V1hBZ zT!eL=<1Q67($v|+jfEZ!^S9D>wQw_egvUT9tih0F7UM`lawY*wR`~_RKx&e6gyJJs zt(CMdZNE2Kxf%LD#6~i>NJOpDJg+pfmgQ0FGt_w*?&zyBY;T8h+j&?^Non}%@_cJ+ zi^qJzZhyJAtE;PhCZnN2h?4UC)X69n1_s7Nb(+WWz6>lBbRviuE`s9p)F{#(sDLKGMbsY#%k`SM7+axwxu(5 zDCdO}UrlkzW21|{U+(R2n92G zHgFr7-yt-;^)fx0y6E=IPe~0sK0=QD6n9T8Kg;;#-Y4WVUfH&mwu?B{r+Wta`U?i# zQRP)L&CMSchv!=ZOy5liZ1pV;wD{rOx_NVcVL_s7X=TN65jx0~ADv4{aqzKXl)#?u z1e14rw}pwY-0(|B!RZhkpw*(jaBSMGUz_0aub;PU)< z(pe!4E+Zq;b$Wwy(qq-#gS((1V~dntNlKnC zAfBBaZPgkNq&ldu5)cyh#c&u&Q{B092iJW1N}dzzl#_IMvuKs<(xcjT-&`24Wl6QM zlu7&wUKS!YSVZ*j*F8#3M-W-^f+J2JbYEG+qX~5yJ*L~*KArwU4L@XNW~MjKTAr+P z=2&~UHBp||dPr^jL^e_Can5CA0ivt7m!>{kP$iCV{^&`=x+U&1lpj~@fc`5lfn$7yJ25?qA+MDY=P+SYe*xWu4)eS=?6qrqmWYfQ(rx3{;T zfONIl?Gsboz0;CcnA;nsb^L0!6r3t*+@5z~-(GV`TdLVJ5QnC(fD!Gyt+l^CgAYO{zdjI}YK#?XL*@a>#PR5cq@-ly*?L~nhdZ^kwUztnH3@KM zx2BMwpad#Hqr(LJ38tGgAxB}{Tv$^vwyqj`M<;IwEbxCsXesT-2l;M3@Hww5Z!f3{ zR@wK!-~0T)Pc)r>s7SZ5H;#v)Ffb^{{d}tu)KF5`;KB3Q*w`BTjnQUbY)KLXItM#@ zR~JPr>l1v8O0)67M$hZVf+f-9=`eGtq!`b?|!dI{*Yw71J93Az7Bex9dN@HioMp&jA5*GUWJKks0X z8GCSGV`JlTrqgD0q|)eo0MA+y%i22O1j_h&Rai}Jy5 zai7q0PdCRLRV``Wu&O|s&aH>Y1tD^dXuv%-@%`ee(M+11hBN>K6c3k}XAl8kp=E71w7`!=l^chj5Q?&}Ewrz1Oc5q#lelu*LdoeCz< zqp@R0wBUC3hy)pkNc{w%(5@ljP8r2%<{<0&swU%e9btP&&{c|hLA)30H01-ocC-6R z;9F2!s_{_0C%gnwU()V>PLSJM#26QXFHh-IBwm^PQ#nBNxVUB8p`fyhn;g`*@3nmGHAFS$7gvzG-80jqYGWsB5T*Neb%O*2LD+rPRUy4$O#{$H;XZcb4FX z4|?y{1>hu1vSHXsyewFKw)jhQKvK`TfuC@sH}X9Bk=89+moMG4KN?FBVe zh6AjjTT|l}!Kqsln62Jpb5_LaW_nKG`3ySCQ23!<=l3DDy)<1yqfXQ%$GPWsL|0TA z$~zmae+8eX)AY|-&~J%7r#0K}kjsayZ~Y=yO^)}z#{{M(27(0qy9(Tz+QMTlP6JVQ z#LVK(OFty;OE9?(b;=6;qKad!JF=jMC8kU>JJoIO)nrmI2beEMC8yFt-Dgtgx4Vw1 zdiOV5v{RICO6`B*cJ8KP_f6M~#vG~nBWM*ILhZeF0RLF>i3muC;;hXqbF9AO z{&_3a*!%dzAdxPSgbTJ_Qoir}J_lhJ1oi1g`A+=x>}+OPF(8vb+&_(~!M5I0HA%P+ zuF*sy-2QMLouBmBOS@0U9gbcr;++U34fkPKV$@4qaCI1}{4y5bKW`|AL_ZJl41Se_ z1**SdB@|3q;{|Dw*S}jK2=hy@NX7$gb*K<{Q$0l7W_B&oXZ$|N%cr=W_S7$mi&|*U zn{!cfwRyqV|K;TV>UCc$eWr82AjQjCSh71an3w~-iCxiCjzMv-SNsDRW}kZ)UBbIg z_bz`&;F2T#pTYa`_MaAKPZ)o2+ul};0uPX6?Io>wK_U_4Y8dL7L>;=A;Ac+8^;|*T z{<>T!h(D}!CE>F|vo18gQ&}0f(P;M4E4i~)L_YLhO`zzYWUq@vf1%Z^k4_kx+OBM> z8%j(3dD}b7*bQ%tOH%mICx@bhHOzp|68Z#CjJIF<$wiY&-lB2?lTi2Lg?`aVfjBK zQ!^`cF3RmlZk7J}e13F9S-zD4ot@3=YM+$^~sqg~H2>O(-((#}2eNn(Y>oSXXLZ=DBsqSoWzawMEGdb<+F zTKhbK{go-)Qa&Pgq3495P9?kH@oR8fm2o1l?kxWE_=br@r+I7F>yoH+qRLUwLD}c0Cuws!uWPEO!xD?z_3v znN8AwG>=N?O{bjN)jA!*qwRxLro>YR?}2vIh=$XO z*pQmCTfr^wGv z0UWk=PkitP>#?|`@r4W3Yy`A>7(6|$`yKNgcS?Iz2`n>jKG6Kvd zf;lN>7Cxr)3+kkdH{+kvndyrPqQ%@6tPN+mW_0M*pUzKXLDwt-zWFgMv4{3OtP=6T zQHnz7#`|C}5&JSrKiyZXM~YRkj}qP}iGvCbAGv9faUgfV(_0O`m?f(a>Ozz~MW~J8 z;@6V*3R2Ltye9u461<)fDjK{VqeziC6}?s8_i1U!B03629((LvUaRMQ?AV^#LL&F{ zfpfan>FKGux;hsZ;@MCxlXFBnk+`ZkPakSMnV-IVa=r%T+5W4G@RBr_Q=JtC!3vkR z!z2183cf9i%EU$c@?>v=XK~`Sb>Ow~3LR7iyGKV?v)5NV?q>(s&n~R`;$dL$mtSaM zsZVL%33^CAvfPEC4;$zx5rf}vzh8d$asK}1Fm1sUL8vHJj7R-RGOi}UGa2*xlQ^nS ze}#L3z11sRnT}wY(tl&D2=Nb_-pTJdFkzrwZ9^lG(cpfrp{Ay!T&_MR&9L|R;Fl*a zF_Y&Svr*i2f^h9i6dOIix6!JGESjxX_=DD2;98b&F39O}>~4r+%EB2ccwD-|D!Vm5 zbY)Q?Y7o@jV0bDPOy<1OM;CbXVUm-JK(Dt&&nQ)jpZo+Gv1aO)1% z!NypBTU+L7q>heGdhNmCm@cMILI28_zre&sIL$+Bwk4?v0tKd)*LRKMe=s)KVOAUF z8NhkZOBW=KDGQ`@b6vSbkiM^*GmSk*XLG4MZo1L2w=kX*e20`P3Kw= z77(+dSkW-)wwKG+loIOcAU%8kIT~S!Zm7>nNbjTL{dXojxfv(vZ^07O;?j~k80J|v zUOL#>*#%f$9!*+;@rZ-1t?6NKE2=YG^-9AwNs-t__7=;?qhkd@i;K7Qu4jVhgO>j=R|&Y})b`8#y4qivxJ+W66w@hOoHdcG?9*ttY&*qt8VH*e4(=~7 zz&aPYvd7#%k0~~rOb8(Ic@s}RVQ%V?gKjX}xL7mY`ttDMBp(A8m;HQ;pJJ8_jc(b= zDA*YRhHeNl*x)+(#wpD%<{jET9vLlGVGb7b{W~pJle~tBIMpqeuj55)1*?7y_R%c0 zdv!hwQ_Yu`TA*2XOSG?~{x0F*FpAOfK>^>*uH2mldYVh3i!b(uq_9h2sC@w? zCOonu(KlC;Ua0ihUgqo?U7L)iyyOrmSP9j|Jgg|U@3hree6xqz_s|~h;c*p6%+VG^ zN<=^~GOyVPW`TY+eE=)+J1RS0!oy2FKBTRa{v>cqdAojPb&Dg>E5p|d-LcV=d5iFd zorXlg&p90z7Jkc9h8V4$>HA~n35ev1+4u=+!ZG(MmcWa;y@yjD&ku`NZGvXkFQ31- zxjbg?EBEwbt8y01^0ZrO}!R(y( zq-)ITzcaULcM{VveTWgam+JDfnHlo#a$YM1IuHoJDd;4PjkC+k55bgQgWcNTQg?I` z%r>*2%l=+(50!+-hr=N1!S?8AO@S=+CBhpubd@iDcehs2zNHPrr_v}YI&yfMl@a+) z>oOiIH;-s?Mru3f=YuY9)35RMt5SiZ_Loo}z>p$RX$&z%_N^}0wS;1U--}+j@XJB?YEpYdeCIo;aTA^b zP3RiErZ~-tY<#=YD#iEMvdwJs{GLlQZTUq&^V}fa4a1;j$Hlan2#%g{&#mc*Z-E&1 z*BC;hz*5=#8o_pNbZvv)M)j3WE|yueAL#hp+BXhxt#M;aXjQkOuhH4)+q`Kfk|1uw zmil@kq{Ie1Cx9-`h=BR9YXyxY5qFK^XHjYZLuYawry0XG;Y1 z!AzW$R9T{eQ97_{Tw<+36(8WO8ED<@k8U7}O;QRwjMVwM`^A$zHbE{dVn%MJgZBzZyls*-+Qj-NRJ;^_8Q_-N#@YS|;G%k>fThR&j4M(6nlX2W&^%5cZ55 z87`_0*Q;w%Jv+6WFuRRtb)IRn9nM7Yt<6FA8CiTPV{e{K;9sxMrDoxGN#>TG<=+$c z>i6N-UwuOO+u^BH(~nW1@`!?)?qqhs`=nvIWLR0#WGH8YlBU>a2C}oBy4-KxGbC-j zev}|USqxbS9{`l*g)yukh z0>C#e`m5E5`tMzr?akA_$;u@B+!E$L;S%OUp7Y_{Cg1XX@1O1821Y=_C`wI@lzoX%yVB`7IP_sx)Y6GyEH;M1~}svAHT1Ej(@f109NsZInZ?DN41v_G*W%L4$ik_GMd$Q)sT)p{mTO{%Y<_1M5 z!%s@{NBzQ&#+$whnYw?e40NlAn}4i%pSs?o+U_xkcGsEFeH#8E9wovR)jZi}>Eq#kbbuyuY{isJBG)N3+zC~d3l?vpw!*^jlQwuyE$ zbbHRVm84Jrfy+?51dD)GUE$8%b#HeFV)CXX>uwC^=rDG!UK`(Z#9e!uk&%M2iU?Nd{sr;sL-_(#A?wh&gMErT7X%+(Kg&aGM^>QgK&v0cEVD%gJ_ zl5h!%>uOQ>XHVnzm83u&TmB_+xnNfX6EhEju9wi=5hCz-trS?NU2CNowObYu+6GF5 z#M7|hk$^m(RC=%M)QScL%3K_O)W>Yq6gP%%f=hS5Gc961_Nr&K615U+9lDef0>S(~ z5t_Am84JEI$NfeadPXTS&-cy0By+f{0cnHn|5Gd_+3^P5KA9CG=nSHy1 zLUJ4A*V+DOUD`9JYw$(+o%hC4F-A@|QBZ*Imw#K?2Wu%97)lNF@JnZWu;z5}%F)CC z&360!{f4zKYxhxNZ#$>UX=p%;FJO&DHc`NNqRgc6>df@@>tFgi%8H5$i;HDo5f9p9 zp5^P~<5O-6KZGW(7;oWKl-ah-ySY>2a@F4uPNPKpV_;wa)=E46a@K>C z&u;Z+vA(l_&becLettZUWnxOoT)ISfrc44~#(?ibkJXKh$v*OtBsj+vMs$*Zp7rR| zOKEWF7(1w5JPzHQtSka+mtbtl#2AsNoKsZP2$sD<9*G$C#=bn0-kOSD9Jn~$2TLiJ z@87?#tE-zbTwh-YYx=SKVB&yVYo~koz@x9NnTLP_K$cP>KJV?>43-n~SZIlgitcYj zGie%v9{b#PpMO`H$^Knw9*KunF8C+utTmZ^<1y5H0PbMnAxgwuPtR+wTX*^r_@nJ2 zVs$-F_m;q5xlpY*we_%<4V3BLVoy(xj9^aeeg{}3(95jM(e$23Btl945CU%rrGf_r z28wT&RV6MCXUnIF%P1=;mD%ft!7&LLosOp+!AAT_uu5H^S*cU+!o|aLTr8X0Cy<+s z=U#T)Ab^ni8BHZWM2fY5s;$Go3TjUXc@j~u*efAuuq**TJyW9S^z@<4SYm?=bgA1o;@ zE=&RA=Re+=y$1VwnF{-RdM>~o^k-+QX%`n472A?EVBuH>Og$X@{(blE-Cs7<4h{}f z@L=kkgVkHy@H08EA$z>{vuJMaj4e%xT*JMn)|e6=eA4eX-+y|_z|h^*r6+VtP*CuY z79s8sg5MGTNEe@oD4=z4=uC=&9A=Z=x&`W$A`XrlL#Uc4=o)1gohcnR+9yFXxN^2# zyE6)w58pJS?Xj#e?4Dj&Tv%r7;tj6f_kFC3v)$ea!w;E5E;|Mt(h6H6mZ?V1#)8RgTEy+gyYc#=d*Sfz zaWLVpd>M#>qWwWYk4(^IxTC`uY%=NW?7Uy1J_QdZBW8X5EgojuG3FnKiiRc=!)|bO zaq3SIUR!$({t`t&QBfj$WOz6tBI4xqG}QHQZ3vWWdcvZDEXC43D%fo!erJQRiUoX0 zbXG*p8SxF28Z_sY?A%;-4h}FgHM`gu9?ht}2QF|J>to%@r@PXFS(dX6i!LuIz`e3l zKBg1L`sO>>`_AFGJ*8f1c%MSx=g*%`;C3D#-?A4Q4u>bwWempLD`~26)beI{#|GU# z_76sU23fyZOKe0*W9pdAJuJ-&{O zivzn|5@YBFunre-z-mq?JfN>7`)m#T%?vbzAlVaV4COSxYuYD>H?d4l|K~4g%Ca9J zz?|lJ!9Ex30*TshmvQGz!m;cF=uNl&ylGWS%|jM5(GG#G*hl319rdUFO%%?5K=>)I zgsKgGU3?Mm_SFLB%EbK<6{QzirWk=b@`+^(ABpo_U3|_DjU&)+q6Gc>8~ixk!@2_6 z(ntBbXtQNu8Y6;4D8k1endI#$wvKz*S)-%T&zy9#*Awre2-AU(`#+R@Rali>*X~jj zq)`Ov?ozr#TDrTtyIZ9ZkS^)&?v!qj?(Xge_vHP)_uv1)KG~jlUF+dlv&I;6#C?yI z#}SU65=O66p1@Vnm|WCA{t_Ys2kscEq0C6LRZhC!XBCb)I8yvU!Ow4~KEJ^f4)D`% z%vLf>*2U6Fs>%QRN!aU6toUB&eU$@nH}7@L7=X3lg0;kK{rNlG(+9IJF=KwDv-uWc z@&XJ}FhCrk!Z6XN%~3!6>;6}0PxFnQA{RWw$L@K?ns~2`mAK5;fB)hF4xGAb05=(g z4<1~M;EAP9F6CAH&6$laRmw{U-|q9gD8fk)5kVGwo-N^PWe>UdE^uqo;J_uT5G}%v z<_I`EKVyp5TdMjQX+labav>0z=SYL9pBO|Ac<2%d1V;ca5K`zX<_!mdC<5;$BZF)1 zIF5E%|6A7+urZ?FVniTmxc?anxV<`8@jIq{oLKSTcidqhGH;(3)JvSMat2f{N@PUE z{Z)=K#r5e6hyn~aXsWYb#_WTx?h41unpaBjWoK_7RnK)x#f?8k*A7CG$J!scWRAW= zLGqppZrR}MiEfwu*q~5dXB!rm62v@gz@(nzxC^fS{5iH9lXVE}=-|%S(JF?Grp^}F~ z`0k&NQ4bH`3&o}JzQF9)Nvod%$dz1w$4f}wa~wgsC2QdoQ)NtoTeRL%&7St=`7QWo zvCzZAy%=E8QEIPX8^2ms?g#3UhxyMNf1XRKQ6f1SB2I~Nc&HG*A#hd{)Zt`kjygV~gr`_tcKUM60&$3HI_d6V}VyCvDhYD?~HWxjyO z07^{>xBJ!4ut>KvP)NJI6V3Vxo0LCj19pHj9C+0q&P3})0Xfq(T1$;{Vph8WCYAIU z7XIk5sQ-uy3tS7m#G7))c&;RI+7={Wj_zD4crBL2=V`pb3d3&x?T)v14 zRL+HIej7kTM)iV%f_jNb_gwHcx3<*O)s30@2M6B=2`0Ohyw1(Yj>0sE+OKifLFR#s z@&IVn?(Xhj4?%d30G^{SfUv+uj#B_YS3|?ypCm`Fa5#AQ?crqc2GNb~4Q+CAa-P)X z)2lavYk*@m7A1ndux-ixIM&a3+5rLqfAv}`Kw`Ft)-6{72r__Lehp5>crgC-Hw?Z+ zL;|==La|x#npJbV_kSfPH!h_7lz0MkxP+Lp$LV`?<@F69Kebg=Oc&uCM2w8~pt(C4 z8Ced4_rs|OA75K0tNgr&e>0CNcRcsaU>yMVADyj(Vc!fI@35VAkQ5K$%c$egw#KHZ zxcYM6K=@z?!lOe}k>?}6)*WrUZIxoO{OfsZ0Bt{<4AZ6Qjst-J^wJ*Bn5>wXSa3)P zajS&8ySu)=J~eeA3~bX%#`c(+`~h49knC>z0iJ6s-6kD_8tB!^NItz>~*#st1 z)q_rnr{0P^$smgAUrlU?71^x5M0N82WT=o@v$ohRrUDs711bt0^mQ?R6ayA#U<%RZ zLY&6J(-sxtGxZto&sa4Vz&3YU$XMz0-`Yr<6qjADAp;!*rdxdatar~X<7{j|UfB8^=B$g6Xf z7eHyu_)*i*5(*;oj3h}O$}~%VrZE_m9l5GYgKK*4-;p?yL;z-8THXBaD1zC95tF64Mf0rrm8a?vi$1Hkhk+0`i@P`!n{IQxB|5(Xbz)JO2yFDLF zDcf538s^207C#6)9zYHe&pq4WcWLpERzWu&E*JgG-R}nFQ}TQQ`CJwC2{fgHZEF@f zx%m~E5C~w2ne4iN)gxM4#})fluke^3+EOFAgIEFyHCY^YDHyrvhdSHQ zKY!PMpERJUUrdNO=P-1fNWRF+fP-+rg28*vO$y!pEy}_+-Ws3IswlD|KzyFv9YE(L z{ji20u|cg{>uylcpbLR0JP)pe2NIgzW#kiW(E}1C0;(V=Reau)c#$tclb+MJpQ14D z*j#!(C={muyD8sY9avigpS2>Pg||qIKu+M_ZHGBG2~f__BR#-ZUYi{KSBgG`158y{ zwCtho@5RH=J_JZw<+E^+gx@$4ts}OKopQi0o!6wirPxP=Gys5?xX4*AC-5W`&nlKY zr|%}i=9~MxpP!G3iTUz#z#Xw( zIcU+u3T*o2+sVnp$wYSxyo3hQ-t*pQ{Yz=RZLfC_h$RR#>KYqMf#m_0Sf)rg9-GYy zNEocGb1MAGt*AKb!S`ljVIjN58bzr0AK0w1@9Ek4({q13aNZl~%!3ex3E}G@41W_O z*sfPD8t8Ge8c=CGg2!w&0fGt67!eSzR#jDz+*Y*w0a*_KSe~obzkilx1lu!XDn_pI zc5b@Xf^l9nh>y}U*W`=>a0MJ9KtNJiS@|3)!lIHnaD{J;q)MMr6BB33OV4@Xx#mVU zKj-~R7}bu|WkV{KAZhDAMQDG<$Fo?f8K0YsWqqNfOja)ie+uwxhlKk$nDKTkym+MV zGMS(tJ8T=W@LApf_%0?Yng_P4xEL*nV;ALIBijc|77D_V@PG6iHJBKSU{aNu09)8$W}iqCu+A4?K)C(_WY@z|lY+C{nK- z?&|V$3Yj3Gp*a8rIc0<14>(BMf0}kI@T#fE$hMlVmxuvj^9R6IfBZPo*+~Lgeo#;Z z-YWlz2N=w;1jmY)vSpmm13N|tgb9Z|{`&eFIkMhn_1n`%L~=6jZVkr3#qPK*1HlmXxNSOHzJKH~PNsVfkN+JiFvKD6bKF^V`zDlP(}j&1yD!})3+uzYSW&N0{jEhpo(fx+E=)plgVWi%YcBxIdb5(1K$P zXb11#hjY*|LR9oM42(S+4sf#G5(^{Xu#EyXd9twub+`tU9fHakcmIdvpnt>>wU@XX z%u>sBGvTq?SYNu}}{*Et8TCnA4 zJa+`p26~~Wti}s!&U!&v?zRtjA&<>UcP1c>1MAvJK|%2b0RbTvHbS?BOxeiTnA%E7 zOG~QcM{uy5hPyy1XI-mrZZ|mOhc^TH)&9p0Zppft9)2?R z2Di_74PN=}KOz9qv;&#{WMGS`8!Z^1j6v0c%PYxU5j5(+19wpP)}OAxm$!JEG*=+= z^6f6xFc4gUAQKQPa^5>wY|HQ+c7Dz6U9mrK+QB?G|8U)H@Wmf&yuJQHy)=72WAqYo z0eEe(=&lOtACFp>l+~u@zs(N}Q`0m?>iv5Mg>apT(|Z4&ipqaKVV!JED}@J249~YO z5ja_UH?^~PvCrBW48S1agDKIT^`5!ut#5EVUnQQ;u9zzxtl*k;m~j8IMfxc6e$)~h z;&TTaIMWo7dXL|LAUf9P_zzZ^Fu|kY-whc$rywicd+llneFO;Nt`8jl>&ed1_jg@* zo7xS+fpd#HI1oPa|9l%D%AfTk(1hiyzg+z9lELV-JRf>CWRdNc=#C{C5dY&?h7dhx ztKu!c4zi$17hk*)ElpcwfOiY@6y8e98iq_SIkSqCWcS2@xP7_p=(uF->Hg9kVBaiOTucS zzAS*pL--Iu2pTCe|BF>^vHzzs9K*Vm<4D>f1&HSV8EBl|K_l$uTs#O6X@Leif7F6&#}E5uM+Mt;4x>Vxo<*z*Phe z5GC~>_Wfh($lR?sxqFfwfZS=Rhl_oNq_u+4qCb4NO42thYX{My&R%RFKlps)`SV!i zrn}{4Xr+`vgJYnEp2FUu${d-5$XFcJb$Sde7cOzcFYXYIp%>$1u%}q&h7J7 z&_@SYyt$bfjTVnv(2NIAxt9e#1!DhUh0*r5dH2% zwd8*?s7it)`+&|DsN_-@*w~dSMM}KChZjZ|Kj|`3>$UYBa($9MH5BHEI?D0J!?FN7wp|97Z+KJa67&+ z)XGHRRd3Ej(Lh^~zaZleScSj1T+jX-NBZ2Y+0;4MCBH7sB|R1tExA*FqsjM_2%vUV z>MxRY^!2}UjS=+{E8g56w}L%<0EjIBWaGYDY;ZdTDYfi*2^F`Ns&3v2l;aPFHXt|L z*2V`K+DMhv*5)q0+VQ=(Z~#p+{QUjH@Oixeb_fp-uXrgOxlBa@Yteco$%mB6m} za1pH;5<>(a7QMh@2r!TjneXiCl1yT;1S~$|k(BH)QQ#Q3dhjfdk4Ft`o*A&=NLd{T zoTKRJ>E(cPHR$~b&TG_+1ZaEx&CSgS@81QGz$t!R2AV<@#Ky<70Xfy}@K5G&40cin z{g|XPCBecK|xUS3wszX3s(GyzIyclT1OH}ApQjsC1G5``7;>VN)?5)nm+5}>5*W%>{F z^}&Jy4k98g9bL{M`VLA{WtFIqkdT6cf{u=kpx~?9L?`tYHTnyTt*&+TMqe&9ELFT#90UTYn6Zs^dAtOBZ zMIhC0-F!I}Pp=P+gu@2(tbpo3t;F`mgNI#V2b2fGd7oSW{SLVFgNe)oqoX#94UQYd zf{l)&@7SeoK*0zQZ-<&Hp%Jl|?6)L5Dokn4p6&pw5(WX|lkxB`L~ND=kSAMO@@n^m z-S`M}Xbe;b=MX30N!$SLtZ!T0!GS4h=s9)(WUX+nF}@9JK_qPSk6J}8<_3m_LttVj zE5E(Gyd37C!wZUwxoy`v`=ZE+iHJNrJ-?KqyJq#pOSgl<FH-YQ!>!v=dO4Iqp_=|Yy-6vhz_VfRAE8m0!0Yp8ndya4Pduff%FkmQ&Shk z$ua`A{6>Tk$OmEZdOZN{s`@WlF$oDAP-TtN_EJ?+5-zknQ32%BUSe9u)3q*8tOV5! z9M>$PUgFR$qsnEs{o-fSQ&UrOdkL%+@F7oqVNuuC)=a7q@j&CAY*FZ9wdw*;0RyPJ z+(qtMDLoQ2KSAm*IqA7&4p zR7!&$0(|Z86kE_@sR;O~prCW}C#qm$qybds?A`=$jT!V37e}S0{_Q~K{rPFG!I9cY zScYTl6o=i8q%tg$0N=`jrLhadI#~OlW{t^U(Chtlj{lW!^x+Pm{V*AgevUMpoY<&Y ze(&MOGmQhZP@xcX&^c`cXv8>%0wE{oJ%H)mUmebWtOUCN3Rmd0&x=V*O9K@$AZCTY zC%?T+NJs!abt;P`*6lZ?`IYjYB5GM>Whc3*UJMKjYL!Nknwq$WTRR^&BD$%lsgpPy z_dtiXvGMUF?c@D@@vt=zZ3WJmBqF$G(e~n-fRh5+RbE-y;cx2z>U2N35?QVBo=~uQ z0j?R8zd^2YsFaD3kysfI#8XOzX~Y?snP2cCj%ZUyz#*B)fBDiENh%KHyvpfN4PpGx zJ4{Shum(_xKU}D{-{_5auHS=I_IdZku>Bgx*D;hlBPUJ%}3plxX#O^ziTi{eU)l=YJ0kSw7sH zg0Ce@wTL2@#seip@>Gwt<74SY(@_r4*9}}hOy0&3AA7-cLD-VE$l)Riqy=OFdQ*+c z2Gfj0MQJtaP%?%0RyQ{tFLq>euGWEt?`|KEm)|8yb#Z$rfYX;%1eC*uD{N5lW!!0@11 zJj_6~GI_dGw(}Ln!m)@pgz$<2=`-RB{@1Vg5hYWviVb^+_u(9^b5_0t{(Y3CAkf)8 zGERLgvkW&Jc$&w*%) zKFIPatB(Io@%|go%xiABpULtx=YAe~R1lB z8Xx~}&)>&@D^oi3*7YuWr&CKnGt?+ouAEJ(K+ zW6=fb$PH_?4Nf;E;{*QQ{wgvmrpMRs($UM2N+{AWPi^iA=FY&7P)~Iazs$^w z8(DO^4>9q&LLbMq_RgIq$+-{XMhVS{d#sPUsb$U9*4ri3+nh@%FSmNom=r&lK_JH) ze4r6M=7aush%+^c{4n29WJ3xRvu(h^5--9Z>j*u(MGI~dAbU9WLm@6%|Fx+Xm1dK;$aN4=aMeaO~w(UEQipaXf~a^JIyJF&vnM< zMcZ3jKNuOS(Ju5n3bG2+WGkE)4C2*?RUJd?r{B)}pu}Et*nD_sZhx6mj@`c~7gI>5 zRqe-M#x2E0-hMnOMsX=$ovvOikb!&0twoR5u!bDO=3o9eGb#>KtjO)**?BQEb3mC` zj#GXH<2Z6%C8B?S74OS=KE2+ayE8T(`tuwly|ZH!R{XdwT(0 zzn$3P7Xe0~Q%J(vQT8q^lblH{N+`!8QhJ2dB>#_=z4_ca)3)?t;ROr)@@;xty{5t* z?q()gTLCjD-;7XHhf&{clSkzRAyVkB{MDMz@Aurbk`tpcM%#_m2CC_4f>qym%E61Z zs=rruId(lA)~-wSax!gLVuEH|-yB5=;q+5Rj50dz8z|)rTOz9IK|~B!qtGNLdT)vL!qx2RKXzmRV^x_e&f?VVPL!278Isca0T-*f3g`U0h8%_+K*R9znZX16>I!zIjJ zjjW9{{diYYtgaYM722)*@5FLDzx5y?Hut%>ht|%~(-Q{6ro8J~L4r2qIyZY-ZZtQf z@*k@t#Jab;9FRTG?JL1s5*l2@^dt5&=?*8r(%jFLE{EY)2>$g!(3ahA9mQQwRB~^- zJXzp9v`Q33Nt27K#1KXW$qgRN7Yiirj}OtILRrYW3b;9)i ztX(?b9%tfCtlv>!+?+NMMlqHgxdhREH%u))?y4SljuDVo%iHH+iJY}GNZ!j{qzZ$zDOpGcG}3^uakvKe+tKxrrybD#*}=T>}ZDy z{*FcZ6-Oc`qnG_QzXbx?Q7El@{d#y|zJ}n^2xZ zdlsC-x>Nx_KRrI#_s7Y8tYNxAm{i2om9uNA4ChVqc)7cAp--vYHVoGILC6gHvZT1>Tuc z)YdM>?VOcjGxF8ik=NOU;LS|Uu=}5Uj}>GSPANuDsnOU;ZwzDYj2M$~xZ=RZHRd&H zq)WBHS^C8G*01B#snVq17K5eZ@SSh@hk3n;cz?EH72C6$TZwq50AlqbIpIPl%T~>W zudTL)&1cM;>qs!7u*x+?ke@m~T9!XVOff9?? zAyx-d;c7vZi_RROfB(YKwHni4W~4k?3rs|vd?F{KBed{(@1$b6bA+Nx+ozh!=*78! z+NTuJfM88f^Q{G|k@tsbUwdFjO5EV;GUifea1yUa(49{8Xm6A4q)nay9B_ln<6UrTolnwH?^>yD=2H4(8hQWsy+rB5^6bf^*c#^*2id>iO z5`Vw8DfwdWVWPe59Chto5j&|ae7DmtD9+Uc4xvm84PLvi5q(yxT_uu=eRph;)gB=~ zyWYqt+3~Z|yG!#)Oc94%Uo+~x=0fLskF?oY5ur}sQShc1r6M~mVd?tf2BCbcHG<`_ydXJpC*(F4jUhubYOg^S;$>S4(zuunkqTC)B86*GQ7ZdEuy7 zj=P`@y|h|A%P2K|$vE~fA6CkhtzxQuk2A^kKCe@;BV+E-1zG9vx1xTB`^YEU;LfgU z94y9zk(ufEdg~E7iF#q`!8Y+VA3{8qfjEEry*eyC&IW#rn)bT65_vM%(%Lug{MR-g zs-tgX7~$`af|~Iz9jt$s+ty6;fe{8X2faw8|;{rN`LJ>uJ)Gm>vByi%Pe%CHr(N?>*odlM6}Dk z8(qTF>MPGZ{-@P$6?(!33YGO)Ln#^}2G%O13LC9zCnWr$Oos*QnKx6!No#D6q)Cb{&MB(wr4m zZ@xC4wwHW)t8c2+P`T8*HdY->txm|(;yygoF&iQ>C~a*$c{DhxH~r04CPm+sh6FxP z!xmX`TQDKNx?aMi?+`QaUJtcltMRlW@%zbk=@Bm3%J*@idVlGzqpi;wl6U?3)CX61wr><{<5q-LJm=07T$EDTv% z>6Y835N3B$cw#Mep~|BRTjlE?fAL=M0+I-|fpH%`17uhGM&MQaC}WgOu{73;9CS{5 zD&2eqoxt{RRYIbT{6)!wz@~OVTO86~C|_CIws+Lgc|Nb>HR|h8S}#fyQk6^ceALPA(0kTGqO#^fpvHqr zzjoppE7)`M)1`DfxBb_jfq>bNo{sm6+%5s)VrXy12^@|n`L(+;6EYSJmEY>e>T<7l zPNt(u@YUNWOTEiMLRP3a(lBV{66Y-p3q_(zcUvzBl_b&*Z^Tp8{Y;*4l$n&~PdWRW zdngPwEeg=kpqJPNf4QaV26S{#=kDvP=AXJ8Mn|TqlN9v?JhnET*+X%rHdk1=r`W!^ z84*INZ}qOk(4G*TphqN_K6)n#S4+P2`1VC)qDCy<3MIohL@KnQ={Mslo&bU7#aDcH z*i)il{1<4Q6>-^&el$nATWJ}S__GwDxsgl5_>G2mU(CD(Lv3hLv5?(D^}BxEvbn9z zmo?@+Iy=BCtc9SVp&%c2`QT*4sCOLBtHfgQYFxmvDQg{3nUA8{C8c{1hF}K$hJ8ih z*IwF1MMpb()P2o#v}`l9MdXttP3kim;U~>(C)PIFnc6$`MODJ5204|wb(I98k)$Kv zmHCc`;>TR6ynWFeZa2Z&hc6@_DswIL&-M?^7&FSTBJyN8AN?#)L@Ok8p$y7lADzmT zo^bMC$nDX8Cyy}dl#jiDcCEYoCOXB=++-VK=(5FnDP9hrbB|jH1F}DLyRM;|!c(iF&jfm7kh?!HIWTB1l#!I)dnXeLn|{&%8$79qL(N*N=$!C3l|E zX5weZdm;rInDXndB_F+XSGE0o=it~4&n?fYNRDn9cSz_{pb1=d(P(1+$ z)_lzOhi8aQT$P{K&#pzto0*ER=`M|-X5)UR-*>NgS$<5y4`i-E6Qc5UR=6_fcUpx$ zKotho_PnaeU&LWm*-?#N-3Z(#Vd9tSRAJBQA{bF>v~6T~|0AfNJw?HLFf#on{YQ)C zCxh4U(_H71>V6+fvYq)R7pB7_vL;=cm2XPU6w7t>^6hX2687t{%fhbldDkE2Y{@PH z6p3RyTD%0iak_;cWG|L*4M^}3aDE^$SvhC7BQwYmLT5D_Y^-{8JP^Pa<_;kJjiui+ zH8I;`0y(= z!8@+^-!>}6kaL|EUzJBShw8WBy;?2)wfpu%nI|2;nOL?xyCV51Y`&um)R}{m*b(K` zPciInpgGBJ~pHube+O`NdJEC9~VD}>mEAMNZ zF*GuXAz230t7l()Q-8?sU*=f!rl9FHY${)GF}yA^VIm-2ouDW0ig0Zf%4HC864U!g z-7+$nJ&&)mc~zpjWXx!RT4sJuB897V}QI_CRD!s2(c5dtW=GtG>SCd<(Vz z>VCvGbwK}Q#=#W9(~Rw*%Z2p>deNkQs+{^aL8hS8$TU{BV!x=$E&UnUWIz1?QzDT? zp6k!5YpyqQY}FKRZEPP8cfMO1m@bg@H`&5f$UxeRk{Fm~KU{weq=UpYbpALc%@%%8 zHLKU^;5Cf;sQGpi!=uI6;%0B&VR*q!Vb4bTTMoTVDC^M%)@3(itsPW0PR4B(4@wu? ztyxhI8>?Xm2fUqm_JuJg(#yi$L`GNIma)%5d-ks8GSF!S6frL*JQzula&&^1+{mjs zyA!u>>#w6fM9H=-ol`;}A?Sg(2-p`{CN>%olco>cwQQ$vRW~w2AL>;LiZ3=vMU<-V z-!O(5lPX<9?_GZG(n=PdoKb3t0>@SIjlm%VkueUFB|-;8}@Fa~TZ31DZt zHA0RfarY?`5H-b-XkjwSdSgx4TjuHdYF5LG&Eh{|@Di;)%+St55xz^uB8vol>JQ$r zl76KejBlOyLGm|5iPA&+P%)mXU4zLrqaf|;rL)y2jUvF-(84h_Wq!8tC4;NPYDlIt zYxH0&)asY=?-o+ZhPW2zIGFUi zy4_vYOlLpISuJ7)eMh9-dxp1n^nYhg#hne>cYFEeNP$ z?$HgIJGfZgmuxEN-ASLPEoLoe&?`PcHyCh}+y7k9TAH0KJA{sOXIsm@h%nUMVw;kW zEzb!3gt*nF)*hg)aDP^)MQxwr1`!qAoyY!+-mU2VzA%6R_tnj&cC}q{dTTqiVxg zVcz6h@#F4hUF77l9C|aNOn4){^$09YRX8%mFFP*m|WC>4@hoXv!;O^v)LYjQf3l~)-N*~Pn78>V*{^B(k zX(eY_g=yG+?j`H~Pdxsax{mNpsTLDI8cqJF+k3o35mstma3bl@SFHd=vUNpngl?$qIXYIM1Zhm!9%^_W@1j2LU%} ztGZ?>V%aX+Rol<$rEcjk2@3|dHF$m*qm-9A4A5{D7%Ar;Q9es}m*B$;NE+!f2`5RL zQC?X}cWw_#OLD&unrEmKgtOf5y7D3osL?KZ$Rp-0J@QtycbUT&uYG z6O;g-)Z@H>knGIM9J)X@R|m8BJX~z8w222XSD!CGx-?7BGpfAd`vrcl+e{)?=T?ic zIQJ9Cu|q@0RuxL&z>E!X>6I!JwGqDx!tSiZS5^5bf3N3+O`$M(EO=0B`u&FD=jM4` zcwri7_>o~yI1}5Az!OyT%gL!xh5waFcX1VA2X}KD=DVKc%lwpiIYKy?`GaxCS4W(~ zOSYo|48&y#s@hk+A!>Tv^QRY-CF2hbwjYPKrOf9m58Cjjht$*%Za;CCCTYeRK9(3m zqq9g*yX_V_q}-N=e|7;^WC23Pu}QLRLH)6rM)lyb6Z841(_J-)8@1V}{- znL@gfG<{aJly>}{a_f{~KJ0eqetrl!?&a`ibP>v-Tq)(hELtk%Ss1N8Q{pV32MceB z=EZk-TZl2H9Bj>OswX=Pdj8<=iZp&TR5wCXr{DS)Id?_##PsH=7e49lsbcV z%s-Y({A;g9ESh}9~Gbw{rfpJG8hiiku;*6 zG>z#I1=g6Qpnky8PDfi|`u?rI(F`va>8GkU@tn?HO+-h;yb)0xhEgT9CmL$n{Oo?0 z_iiP)Hh|anE_?W!y55G0|6)CvZ%QG4euR#F45tp1X&j68$6|vpgFwE*!#p-F)!90nEV}kVz9;+{dlu}%|3dI zMd$`iG-y7$>|{));Ycr~;fo@nnvlg0U8RI>-`!ok~Xnf0Sg_D)YZN~U+T0xCoTt{k%#B(!NA7!$84yKeTt``MXRvl^#T_2h}ozzUx+#B%eOBQb+? zZI56qf(c!+=-oZcY-%KJ6=TIJ)(sg^3{}K|W(afx_QaOWY0Q^Uy<D=NzffbCPPAZxd2Zr%q&CAWB^+A84~3C;5%) zpNHJ>`BRnJVn!bh@tjfeA90jF`VQ0y;}n>c~U0Z?AJ$w|O9sfn*NKeHYmTDanvQ&Dc(kR#AV`8pq zGxY{zE5RGD($liN4SK?(BjMrbGl%c4pDCg~S_ujf{QG{^D{AuaJ6oAXYW8 zpv}~kDlpT^yJWHRkAxiY{J0gg+z@I#3!eMYy*OE^Df-vw7a7HH&y$(GTUnVQ3YrolQw4>_UTTTSRWM!5RZwzHlnUp?tH9|h6(OsLQ$)#? z%yw1&!D_hQd9cb!XG%L%ODxh0&~h5C^HRGT-#>&f7evxB`Yw{qoOQ1_9p;9x*1gSVyZKbvxASN<+^s_Fc#mB4Nj2 zgr69?uxa?<1iO)Icc;-1C@rsKWZX(7h%w{IeV<0MI;G>Yogem%C~L4S_P;auSD&=m zbi1~z=)DMa-E!MsO+^smHh5#VE)dD?dp13sHueI}@|(o`G`%|NcLiM>&D4dFvfj4` zyDjtOJ~JYn!$x1WE2TZ(3xTO?{sPezEa$v{gkC6fLcF z=Dmste~nchs^Acp<;luBsHqR(LZ^kVir?4GG`tpN(LYBzlF<)(vlrD(#y8_XfvP59{}NuoZ?J>@MzU9EXp)`>wW7Lv290j|Jg~+`igeA<10m~ZZN(&Vn^;Z9_dWKZ zo2lTAN($@X>+V5&zoQ4b@XP$`|(X-j$=8@3p82j%WQ^;FV%Ylevi@V z1x8KcO8d5$R5w99B#qno?A*3~ez=#r#P5xY^3R}SWgUf*QM@{Ty6 zy9MWi+~{O3-TjDV{KEfDS63nGqoU4HK6gzm>Uhi!ls31p=R-a^98|YZm;naFEeGSt z!S1&hw*Bad5_&3X#`I+2;w#2=Wyz^j<~^Lzj3X?jwV$fqidiZ_ncW|$Xb!{_je_~v z{VXK=OB%E=ATqX=5wv9@{m=n)gBLrk2$?7*QT7#_A-x*IfE z-p3lAlRG~kGwdB5e}9+}DpgL260G<>hDLN}3u3l(3H5<6+YMDdSRY)S^HjTqhfOR< zKX&ca)7i+r+hhVB;=XGVMZRrWN8*ItRIU%kd)Z5)X6Pz-saHD*wfmdc?fi4n#-X$OU{cWpH_8^5L^c8VIf~h_;-MtvRFLJjBVAaGDKHTY6zqM?StdQJA4G6Qr)8vAsclqh23|;SV3a$C{k)5! zA|%9S+;l}jmZ8U;fN;-_HO z<2Fcx1spD?x~4)IHiHFF$d_Y()Q1|1N;yJ%hkVr>Fne)bM>?>}5QvU^_5P!3ci&Rs ztH#~&Lo}2!%1<8Nk1rUzb?EamY>i)`%SP*dT8<}t=|3;|KIc4VXa!Y=SY2KL|KWQ_ zyG1IaB*#DzH%>j>to!kyxlcC~RDM=DQcZN8clt-m&IL(yNsiEy50)r6@33v~+95Mt zaaq#4dKd28F;oQ0Xsvp%i>$f{)I#|i_3|V*p-vvmO5Xh}=v>Bs`G4&hf0)dw@3V@?((}d&F3>K%SIOc@j@9w%0qZS+u$SbXn6A?JYSX|( z=}pmr-rOa#eK0S!57lku@-KGNle^$3Gm?uq>f^>U#(9bSkKNQ+Z3*O&A!cIa(=r<>d~_u{9U7yaE-&vpUQobWZaJrw{gf@ zg-Xp%XsU=TtyDA_w%%U!%kiYg!;ux`ZnFw@sn!$6{>Wa_ecfR|YO#f(au`(3)jo0r z@?4o=0nvi{9$Qd+N7ZFSIU-S9vD{d6rQF12q?8_UekTK0`jYYHqx$R-IcfZ$Y-R@> zvzj*CQJ@=gWbCP+Wh{JfqRH|w>H=lw0fE}v4&jzVTCZAp1{GhzK{UdY3d8;ie(oG? zy4#xgo~5F=#t^SJDH?;5(DE77YT7Si;xgQ?@8%p2A>UurOs-;(2K*ZSZor%dXH_p7 zlQlX(x`*_KaPH4U6rljZ$Vl}D%U^Q;EpmiowWnfH^2^C`J#OhB_dGa6DN4tDWLHh% z81X5Kn7a%Fk|;hu2cw;A()z5Q)ynsie#QYNhPk2!GZhaDO!QE^tOCUaIj%XPiy;Nj z6_I2=?8BgCWh)!~f(noYLY(VL=H#taZ1|`GYuHQezcekzY+Nn7rWY(z!#0UH^sX_y zA749}m}BCYiy<>4ikb3&V`{_|ucExj*dQ<-5OwRSkFTZy+VxtR8j|h}#3t!w|P+;LnZDWG9B3Vy&k*HouJ-;#XQ^CcDu=A&h z37tW1Ti>T}Xbd#ZwoBKUj>C6u!gIa7 zO0Kos2;Av~b{dKq*dK7^eYh{>hk8%!8K1;)*F>>AgofRXi)5?9 z#53wE+CEwiKP6cV@43Apk}yDKa|lNEVDAwYqfHenQxuQIzPo&+J)`4A91Z(cG2S`Nr9+AowF{_O4;Pg7*YzG)qpr169% zD;(>*TThBX{2Pu}2h=ql+QA7Vgx5W_KQTBp)r6Ix8KFy*Z&322CV$0&(5CrkQo@^z~{uqSW)Wg6?=T~1wBBX)i)0MtdwfGi2!ftESq-X5f^*G-^I{JpfvisD(sfQBU7 zv|MT|M4$BWKocg|=6I%Fv}D~IfeXK=Z$DxW97MW692cU>hU$8!r1b65Y9DHo;D$!1 zNVucaOyRt{Pi`Cy_cF=ug|F%T`U6A-Ia9h(q;~=C9UwUEIOdYxUd=^^i(0}t-1Wtj zKeU9{%^f$o4X;H}j0^KnlLc{}SBlqC6yfw?wzyB@tX( z4*NgDH-hy23(z0p{0SM@`hj`5skaQ1xqxu33|5R5udL1~W*){IqH)eL0R5e@3Xjm{ zm)@VQ-`|=GQ?=7lX(>VFXd}u9X7VK_Rp&byta^wOO`H!mNGH&?WO^8rG-Pcy?Xj8x zIg&sy^J)?jY=E-@(w;Rb2{s_!Nfgy8!DdibcZsW0*T;TJ%tSb|z)UCSI=%oQK3c%k zG#T+3m|)K0Z25bz3NjXu9@VVWPoE&#y$qAiibaGXUbTQRdjK9|ftSoJV3LD{%FEE7 zJfl>5bC9@WU@tW&x3{Uh_GnUWB^~U=MWP)~C9Y$ssGuV4&-^8_0CjqNNt|O78HP#{ z1?-qOt}A5~#zy8jyI=E+adiz1T#fqJ|9GG}&Tb@8#ROHY8qAAihsB3}CX+Th`+7I8 z@&064n~#?uLiGhEzz`O(=b}PMEP8nGd7MgfdchaoZbCL2zU1#o`1m^Bro5*DOB-6` zX3q1gHHOt@a}@)!MRam6j zDXe5|`O8(V+6W--(!%EaV=x0O*;4lp7cAln5Z+~gExBijV?d>b9ovelLP?@_D>?C~ zTC_mVts{o~o3cp;WYHJ&?Xj-z$~3V!px9rwml!Yzl`OS&^IoPLc3mrj;mL<#eYD~8 zQii#KxzkBVayj|rL(W}*NiMZ6aorNtpui;6e$GivHEGlFA(SKAQ;@JLNSW&hljjZ{Th4RT*KxoAClSP66m*LoL2)BY4Ee1nlmdwwN}J55B6y`ZzrOTASNwC!i~ zB@`y5x>%N05!A2BBk5VEhM~Z95BGK(&%13{D;GU( zn-4f@5wyiG?#F+}DlHDfHiMw~k4dBP=Enu( zZ@wsccVA&}bXN~nX&gO9T`j6hgm!S{6oY*VFDn!c2l1+t{ z8C#?glr#AOJ_h%}CQYB=6LtB-Fll;~mA;S&XZT#Xc2s8as_}cnEu?Wl)R1>~bZPog z-0NJam^a0?JHb?fq+2;}lVyzSj_=$)`W&sOb5g@ zZ8faSu0hk>Fuy$LpI!0sbW>_HO#E@su%MjcE4$BZSVV^noA2|XZrY?1v6NPFy5#nu zW6G>=SKCA89%u(uG`~!=FSQriTjqb`8Rkcc9Sam?(@$~=kpBJM{i@S>@1(k2Pc6oT zZMDs7;7Gw49;)lM+9PH!A{r#|6J5ISY2wpq03!q3U?l(jXaiawAG((KL_;3R&zpk?x;)EM))Ahw}mi^T{Ea4s(bO!eoy|=c_@0` zyT}e+KY_sw#|0H8j!}9zs@$$tsl?o|zaWoTeWscfJ`~wr*?JLIwl~Y3mWmxiGiAlG zOq@($l`4l|ED#%uyPXi|P9GA?Fk~%@r-f_R5dfJQb_`N9JxeK16>MvUp*jF3Qx^W*1L%po_ zmE+u=#iaaX-{f*aMq-L-g-<+r2q{l0dIlM)@mMEuLpRCFx{oC?(9X!VIb1{{ir(ZI zrjA$r5-iagvKNz^A2#H$y&j8J#Yt50p0eo^jR*h~oA{tCoP#Ce&LwdwcEpFn?F0Ix z*iSIz-jr1wphGWv6Xzq_G4haMH<|qEu}WeL>KXX%gX&yDFN!mtZ+x?=r9k^I=<0$! zzikXcFESm!7KduAN_cEfQsk|>YNl;mo!WeP6JL(~f*jV)=suV;f$p&wuRf%Y0U2A+ zBsFiI#F;#FC>ze}UFLZIat}*XIo`+I4^i8IF^JI=gLK5JTH{z8I_%y0GzLAWr$cp3 zH9guQ%NN?~P*T&~y^vrQ(K!}iXVXCNJex&noP|_&;(Iu*NqBMqqCYq!yVmX(2V`B7Fl1q{uT(IFmW(M-IP)^ zGAJ7Y#MNdH^~z}Ks+K@E?VCwy;c3*ro4JlU4PbAafH7ZY5SUuFQY_@FD6UN~896Q$eHZrUc2NM?un7!wff#oaWZ$ zW7D`ZfXs@m{&H;TXIIlL2s?)rkIsbcQ=?YNQj@HWOp@RZAIny@C*>B0E>V%BlkMZW z@Yk=Od-q(sPapjuj-p!POm_2~4M8v_6aKGFY~gzp*P2ehx)X^;w#8lYelWJLj~mT7RDtkVTo z*BI_%X-^}QCKp1C)o#=oGPoQ!%Efe5i00k4{O-)YDA>Kkmg0ABHXC3l7;W5&W~O1p zWDgI>_b!FWi_NY(5w^(Tm*xH=Ds>4vxd8z+PYSkj?>fCdgpqH@qr2`vKw+NN7lI8p zni*6GDnfS41D6}RrJnd^W-==b7uw};BCO}J_F48ruEP4PqY$==!^D^X&K{+UY#5?E zgvYNInbU{2t%}iXb#ai4B4U^#Henb?#E~ue9XKlU`(yjt@p|)-Su)B(LTNH~JJeSY3K3Apj;gXe_Mb>3G%fTOSH+Glov;i5zZRgt$ieY1-x9%|a zcIaVX$78l@UQJ?wh&a7w-_(xC%CjQ9xetu)iTvs|k^-3;aBsCpxzBf{$=8F78|o~z z?O5KX5aFN}pOPdEE<4Q(;0`*@1e>H(@v?dvl1;6 zYau!=EtL#h0AKAU-5xl1n|Y$H$?>c~Z!KbkLSX3b8QeXcX!KQ6r=Fuz`!M{j+1v*Q zq%Ob^&gsqeBmjEJ9N~FQ6U`vQd&luA_Kx4Xon@$+Z<2r7BCnYO0FWw|>VtyE=mg<; z2uL4_-QDActO8)y4WF6;a|55n+NHhLauF4sb`qAoR0yRy92=aE?DI#{4S8qBdi$oV zR9rGFqHGaF+>UgG9ME5|Du4FKbT_$CAD3fYH^pE!bSjEx;nZwI)ZJ|nFKrqWDb~KC zSzs%+r@_#Ld2}m2nmv&~S$E$QyRQ9wms(TyM<&gn&}xbygZs=GRGZ~)S?oKvje%{9 zKod95GJB1pCT#PopqPnixCGI%vUS%x8(DY?O+$0!osGXtp=p|#R!CXq($rbS z^M{C?#{sLRPtdQi12oY$n^b}6)}^PWcpp#GA-&sieSzP%PVFpES@Y>-b(%b6Zt42; zywZ`QJj|xSA^$U`tnclLxSYMMXvgg9{W^P^#3wf3)!}Nuf0;Ysy{4~ZLpR{7YwP-& zUUrXXd6HIGkHWP;bGC^?W6n%B!i>!YO;y(;s_F73slcsWC9d5^)<;?gao5h*=Qtgg zdtI;+ZZP4T2s{~g$|D*;lr7wa_V3CI@k}7#xlLB_C>JK>Oo`qWCq3x30WD6>aeQyOl zn(v|a9#HvOvvC)X^<(&E0@|A8hma1{Wki!O=zfq_kI^FOv5l&gw4BDGUhF74sR-43333Nc3IzCaXDog#61-! z-5iAQd|J}xGvo!5w%92n9#d>ZHM7k!=Gv5w;5KpnA^{n!9;G+TM7B^w;P8Y%ao2<} ze&R-yX-b`ka?6YOn}BWlxWtaa!CdqqQe2Q{%ytvucXB=8zSx@5 zX1`j?LC09-MokIFa&-EIAseO%UWH`O%GFT57*VB=3R$R+l`}92VDi+s{w<@X9v2d@ zRIP93;BBNA*py9G*fu=S%dsaR60>PP9)fse4SlBghsi;Zv05_sUGT8P5rawgt5Bbx zJW1O%uH^C_GIOS?u$V4} z`aQ=cR9Y{=vh6xVzJAcYg~|R@_yR+#^WzhOB{!GRD+Ly zGk(0jDMFi7=5Lm0g5{+ckppI$P{WQJ%z|46;c=fQN;JX`_YtYqo-BXAPUadItfHUM zw35peGAgnVB8u_{t0wk{Vrm=gnZiuSDjE)1nJFW9GQ3&NmNiA8X{A*HpUci)DuJ=L zKF#{edmZd=t3*?7y4+=W53D=~Qytu_VY~Yot5l|2IV&^j8BvX;f}Cc3VRRS5NY=Zw z90_DV>4%){N2q888RV&^0zlTi3935@`1b@ArQ@3|X-zt*U|g6{av?}zwagQ*VL&!i zdd;SEH+&F-@GC>7@08TD-EyXEN)vXU8>o6U%$<@_e+I?Bp zVpTvX@M^vo)%P!DG|yu<4wIGfYn6zqJVn#!QlMBBS_Scy=M;ypEk|_AkUd1T%up4> z>5tvM)NAB8w$t4)c&X{s`5{*J?!)U61<~oxg#M~R0ZQE_7_3kW+8sw#Z63^Vb30@W z#!TH%T~-M%(xm@!oXyhYQlRFnf3sqG@9vP7zhPflcl?NW*%)VZHqx+*jvTUh(drA> zuqM8{T6+GWio0Zlbd?T)nNBupyxB7i=wg)~&_&93H@FWg6ZqV#qEy|DuPtj^N41@_ua9HnXoPocs9( zHGIkRp4YrA$L_ zTnfI(d2+uZIwn7&5WPU{0A`}Nn;7-6@&S-dcQ)e!rJkGMRxuka<*^6*5m`6tZmEZQ z+mao(KB8{X!P=_LJX6;TBaJMJDODuhj{~#IAZRJ8F4RLY1Nxs*box^=XW|!YyE3So zP>8L{cVTq6DO_H};-cgk-#&TP)aGYOw)7h8`Fk{>{f13Ah<h^+1R6WDHta&C2l>jyOT z6(Up$>3Z%;hXF-HPlyvDcVl=ZqyO!Zo$WZ4DyQO#Im*@~UA4Nz#uJ8UQS3;Q{Uok7 zICBoHaV#JRT))t<^Jn$Ic6A>rngX`bK05VV%jo9W!ObMh~q~o#$IFyNXGfBAR&n;$}Pr7o8~d)O_EJr(8U= zL&?L+I0-9F0F(H~dOwhP+mo);`mhrc2=XP-CV&H6WSL-QiH(iZ(BW86`CaHDN*a$g zU^m@rXdB~BwRBDw zHxlO=OX`YbW4+H(~XHph8gWw3(1 za?3B2ll#?<^ADDBluLC{9npp@#Y78xt4&2J zwloP|>S`%FN*7Erv18`%EoG$W_uK@zCJ?Ym$}&;a1$j*9#k*p=)ccye0%{HoRt=Dn zUrC4=*>OuFrlk^OII8}0VI#?GDlY1|>s4T3{xzg2S~j}PpT!7*}Lj;tVDY&SMo zPw$cg!$J84s>z>JRmUL`HSc6JTf822UE#sNWW-!I!G-v#u139|9i8}%e9QufuX!hn2`fqSVuFSQ&B0>Moh}+d8lcXD1M0_;d7~;Fosp3!;xRbhZ06?h zt#DzebrLL&8W5upN>u$MJk7M%#5vM8)6@c656vsP@3=v*oanAyDjQBueHvX#;bbIU zQ5BM36BK%XzFU+@o!wf|^R$+Z?u4mk@vr~Pe03o-?u&qqC71vjBxE1Tz1W>oB)LYxpQK}y%| zfe>P)e_XP)?r*uFWDAvj@q3nheZ@`c$HiQ7vC$U$_YD!{F#_8VVFIRoYqF2OTk$Bo zL+nCGUdLW2?I-pco0{VNBvcUHU(pOnyXmdC;IA=u9>Nc zp?d0iso`876|*=)m%6O-e!t_Gh=Gij9;}Y#%^klkxY4UbxkfDbp+scs-TMyb4#IO} zeVROum=35fzFM6lj9Z0>>d>o&*10L06p{08)lo5i?*g5=G;VDx873Py--TJ<6;Kq} z5Iw%MX)zxLu~>W^iTcyD_fUO=s2lI9phzgqOB$)KZ0kIs9p>k+x!W)01y_>Z%yN0b z|9K3H)sE}ui@0hTJ}YRhdEqES5nlT_Z{Mlr^&?^EJx5SlkVcv!h$2zv zEhn8yX?$8_@^b$)uRK6>WZSU}@yZjmx`bMenf|*V`qiJa?fTx$xE`+0O+H;3;J6o! z`u(0Onc=gHx)9;j0kZvB)#SZ3$->t2n}AVd8&rU&^Zg6p%s+|l%WkN|N@w;49i-Ke z6*r@+q9@*0vYLFD!YgVgQLC^Xn$S-20NLKjEvZi3>_XI$c{5?2;c~mQShCkk^U1h2 zQ{*P1w6ca7k*^vi1uuFZI%@Fop0}e@j;rbltr7NLbPF;%L$V^r?VDf(?^HA(>yFKY zMxt(RNS2BO#_fiArqy(Dws;gNc|!>uZ)rM&<5ygor!99EQ6Ib7G%s!V5JUTjm2#U} zv76C;8wwwT#Sy6axr)BHc(TQ97O;9C47-#KbWgo{j)xg}DSvY=nz0O;UtPd9_AwxJ zxI}EPQ>rFwpdKVHO1^vC&5|jYWIpwbVb6)t-X>8E1@ z3|S{Brd?HC+pj9j>6uFUJb|#QmH%)PHHZ~2v2bhu;gL{+kAk5+L-jgNld|jZmO656 zYskF~3%@#hUnDrfrNX@V6 z)*C{DYWFqO&c&pRmmTM!a46MA#ue0@J3Ij<@6IemW%Ot(SlzSInpU0RFNLhVNEy^o zrgwdACDr8+JKywTWD&0*1*Ph_)!<%=ZX5L#mk46@m;rxtk>4>LWcGJ2AtBy(w(Ohh&m>Lks(jnOzV&|cbX*sW&MeBlie8zmgN!$Xa_p-*-0Fdd5fM<-P_fa_#LZ)C zDnVKz$&iwy1)$wZI6V5*Ij1=3KK1K`EP;%=lawHY*N(UIG>Dq2#mP0ocAmF9vI~hm zinH4}L^cSLTq@R*W%N);bFHwKt6Z3(MHwOMvD|W?*?Ae-L*hj@Daa<4cX6$Y_Zlp= zOUeLV1izc8a8M+U(mVyRg#a0{T|6)Fh){Wr?6zbRxW+yqdr^fFWa1o6m9LCP#wiCm zQj&R7op0mkrY=a=+;T5+w~>T$29lLj6W41F4zpOQvsJw9by~r1CL(2IYb47kq`X)p z>gaAp6@~h%o?46{V?rCw_!T3Xe-1bTjIej=H0itWtH}^0BxOUiz5EqZy1(5ky3NI% zL}lvorQeT>J4JZKej(3d?uEFc>dedhMYGZ%6WF>a&h^E8a1~e6Va;|j;w*tYjL9GS z#bdH4TDTaCS;0>9Nbg&g32v}lWaX_aE%O5gnCVON1p6{Dr(BALuH!3DaqOjj=7QBr zg&0QElGnCS*e;(_TWvfck$1QnwctRYV2Rf*cak8VHu$|s^EWAHb#|i6OS?}oHVR%F zN0uco4y+}&Y={c7>6px=D{lEwwugie%c>B)vmr6H`^SIz5P^9v6R zkqigY->!$<{g~Vdso5W_6m_x!@N`AsU=~jj4{RMa?sX?UzB^^Cb@BUZqC1^zux7-o z>;(~p7cZw|h-+Y#1M0f7vZP1d0s*V(GO}B)-h*WCuX=);;zQctNE_VIp1Nnz@3DhS z%_I>`2{iML0@6aL5hOydKIITRvPR}h$N8je zn%R@HF>R8uJcN@Gb=N!4w@fTLx=Kn?>?}T(C(=y#>VHR9L!D+f^n;3LAMHmWNo&eR z%RO4NQ;fP$YAfG|!>ZdSk5>Z?+Ri&6=l{S(0eAd;4At0DdJr3l{zW8F(U))8pR{SI zEJ4U#{7Dp|V-<%CdsgAl?f%MfO4<7I*wn0T@pE-O{^_B)M%+{(!}XTg0UR1l7&3sG z%KEB8oY6^T_Z-Q9mLz0w>FQJ+cFN)B#KbQv8V(_7RrI-LxIOp(n%$3xLtum$V59Eg zmHyD^s+d)8He4KWG6O?sFsCml?_y z8Zwah`nku530a|D{O#ei>&W0^#ps1u)i3kRHf=SU;w@cHlmJmxqH*6gG7@?rLponz86z$P{ZMQ1LajNOI$(O1U|kHVg)%lff7nXhX@evXpqS(&Q2z7d+M?7Q+0+ zV|MKdc58cTLtRNCKKh%IY{yKW<@*SiTP4uVdiuLq5Y1s})&3!32yS*m7=*kc!MUfU z`zs_V;hP)1d957!d`yP#=X^QPJg!HX9c4;4U_~#}vk4}IPn3Xo9-scw4ZkWUw+%N& zFRJC;DfDl${KK!P{=~_%Jju=J(aW<7MJct$8sczM0tl&yL_xGd6yaFbjt-TGxgVL3 zIU!Ts%JA0dFg}NDJ)H^&1kIM8b44gqv%Q^2P@4ZruT1Pi5AJqKn4Ad{gGN|fO<12Y zN$uLYdV7RtU2pGUu1oDa%4{T@_K^@aaHaZsF)k2chY(5oEYAGMJz8~u?>)ANB#nth<% z`%90h;}`mm{;ZyH0Q@mTrGN`~+%L7AT3hefiFY5f3|F5@3Hy3=qurQx5{~oG5v$v; zWV<+ItA<$GFd@9o{na^)cBL)WWAME9fSP@n2#s&XZ)FPY>Ri4(vI-uG>8XJWe`4)L zQ=(>}2J_)`z+g!v+ck3p*AcznaWnh_XRPo2dm8XVUfMJH7$*oKK5LO8QJ+D(LJ zv#c7UN*f^%LY6(Pg`_l7IFb*L_Uc8i4Yb(gWcJ-2%Wyj$L$z4Aw*VTm9pX`1^US^$qPS3#Vlb+CsrqeI) z)a&uPZr7BBoiUZm{Zzgb#=cFLBpUuCr8ez0WPvLf;`ljCBh!X&<~!eea7@()58;*# zsr}gL?P3kc7sI(3-Yv(BMF`9Gt|YGKT-FpF zVfAF(>D5(yTw8Uh*^qw|=SW9l$QgIQwAwe(93@?ndNoz)rjga&j=(Bc;ji!JPr`8} z7ethsro;mjH>61V53zGGI&B{*RZ&@Zk8kKgW3?BJwS~NUd1$fKVA`kW>8Ml<;+AkH zZKbMBpG$vc8|bC-(CHDCc3&^lPdZ~gRm6jN`CX0?-f0qM=TTFK`2G-%UmdCj2-Awp z@z~`pQ{DEj3E?NB4BoAibdJ}U1Ya{bncz^cS0x<7s^g+CdVamTu2Uv&B|4YsP!aa?)FK?#Px>V+22dT;fCx`Xr8V4K#Ms3g>avij&xti&aReW z`Sexp^P9KWdEtCJi-UVV^Rx_OqeXt+G;tLC_MCSPqlJKC=0kR_!X26X-L+rss)a|l zleB(;itJ}K*DzUk0(ZVmi!Vh@Yxg#srXb6(c-2c1;V{EFG4OR1SpZL8l5Cmy^~!)o zJ*HJGN^p5Lj(d9`YqzEYl#~4iAeSKq-k3J|KimDtadVwt59uj2w04W>gp7qn`PDf$u82U-xbXOKCc(A#vVGb*!j* zuA8Uny+_R@E63+yX`yy1F-I1|tfZKCTDV-@_TDu!A1qDg;d9aLKH1eVblh6{)5!L_ z=bGabig=yn5FR6KIw1WbUry;kXLHFpSl@v$l5GH=tXg3?MsAXtPA&FwNR3nIZ$l|y z9Vq0FRVX(;0S_I%nkhM%7qIC+7P`g|>AElz(**7H7^uCQg^ z)k|Dgam&2=RVOFSyEK}AGFIOKP9LD1V?Vp4Yw>=_Z7tVZ2AfK{OidRHTLwbiU3C1G zn1fB(iWi{d6YUAD2#3mfrAKL}zTVytvR2c!f|Qb z7YT2ZjuB$h?502>+kB?o7mc`y?UJcas6>mFP{+TxOgA9P-B}-3#aGS123e`|nwd(( z5IbAO{z}fJ@3zs@YSAHYndiZ1+iLvs^B0sdoEFdQ!}Jp3^rv%GtX3Wk0(TZ zd#g`OnVZ71^g2^nUjJe>xK`U>x+}!^j!C&5_1)#Ma7BsTmg@P{{&Lj}cPO1+vf=jN z5{{Ct^>y}xukZROp5+v%*>QJTn9XpVAwak@6J#**li(WflZF`io5KY|o{w@L;h4%A ziQq-H`H)hT=J;JFz)Y_Y1NDBs^}&~DZ0lN?Ty(tx{Is{vOx!JpBp{>RW#nv#3edu9 z1vQJybNuzwltII2o$ep2CbMbmpHWP!OHFFepFGJXjqV-#MC_8NPRn zxn?u9nO)Zy(Vjc))3H)0`pKD!-N_@kgYS@Ep!O~GAr!8T5z+{)q)_a!+nXa3TnJlz z4ofp-2vo+Q$fX|PPP#RPrAz2$Q18xIka-saZWe3(xMMcPn2ts0vYV{s(9@pBBU(2( zaOuZ-GU9ZcX&+nOS_bt(vpfv7amA;vZbm(1eV->gULMBQT5ozzcT`j89&&l28CquOt>)e6uld@8@;#1A`+%THR#YmMq^7cAd z$Te@?etgL?cD?wL1M_-EUja)ku6r(Iv8zrqt##jj{HBu?_~+7&ySb+r5Of75e~=lY z+{eF^T?*kWGffxa<1zeQ)xb(7BY#_V>UuEQVMytN!^Nn7sbd-%h3Cu5RzZwWMQZn-4kF&mlUgH}0WO1H&bs;ML; ztnO#qm6}!%X1|)4cXR4=3;Re^CUjOZ{kFiZ+9@>9 z8MjXvF$ue|a~)`1*ZRO+XUuSi6-s8!5$}yg$&P9|;is9J-wsiqG8_*snlvNsm`ZOY zJf>QszsKx7h1XpOsb$jQK(%HlJ5Jv=28RInDfV5U?vkpO`)9=nOX}7_9JR7e`@b!P z{EndR?&KimJbjSe=Bq=zu%0#%E~aIj!6U-w?#_jMy0lp!wsAv1OylO{`?(Jn=4iy0 zWXMu+ZVd=mPE{xynYj|N8n>t7iUh%i4kdNU=ZLG^hRzU!W`4aNt6K2c&Pvchvpv?& zw1S|vtiH(Z`!4yx%u$MEe`?k)vC3)seDIQRI5^dYrBxld!rWu5RHj z$K@sn%{Rxi8Ozsad#;n)q)Tu-^XkBRe~q&J!X@$VndTW9 z0Ct+;iz=JY8LFzTo=)?MCXVO1Q50^>N9uLP5DxRrXM zv7eft&gxZFOOGtd0Azs5t;El=$u+$-NOV_fsGH-$s@9m;vIw(x9*m;I>?G@13wD=D zTlACNEQ#)o)_XqOocWX&9MJX}do^B@iVbUGAdB5S-`>@ELD&Vzq-fRB4sX)m zTMs{<2IIZgA#!;1m3ygKkpGoAD^en{cNv7ULDkl3t?CQ*_70JhKxfx6mDOvnhkfZ1 z4odM?&q*I%NV>hzxv2sPY*~k~NXu)*i)mExp%}G)f1TV|8Z^EQ3P1Cds(0`Qr*VvL)WXYZQOrSG0GN7ih)Shc%hgO_Y9 zYXhQSf+8^Ij+!IuTSt$Ii~167#fj?>xHx}sDNF$H_PSKPhe35<=Yxg(sXbF$2yIJ( zLVc_p_<|Wr!ex3p(o-r|)=w@Y4n!PQ^yu}{wYXqirixb4>1!fI`?)(>)_uVzmRl9v zjMa;Xk1fP)^X+b;LKX7ANQj%3&3Lb4zB8ZKiIQVNYTpN@bG?N0Btkr)+7opqE+ ztT-%0$Hrc?wtxbLGlF-TMNNC{y7*ej&^7YVANRf>DL1DsQUEfE-Y|>u@rv)_b4#CY zA4dX)d6VLq6{C*6?;L*mF|5lwh#BAR7a?5wJ}{XL1s*@ByZVPw$8*%wti9F)lFfYEmhWV_MPXb zn|02do%%v&)cPn^mwd5oaZJ++$Yvr#9NY3J*oF3&)eb5Lbfz1pzVea3LE-)5BH)RB z{GE47BeGZcLjFFj$PVNO89P}9LD98pR|V5S0$4>(A;m|2()0o}=*md`tzK68Wl^53 zU^*cYBc0Wf>(>2Sf(?Fg=Q=opeWt^@!MJ^?w_0u5h>y@c$j;I=3(t3}?&~#79wsA)N|C)sn8j&=ixgpR7IF!M)71jtcTEedsq#gln#wPl$WP+ z!_?tJ4K8&Ri2gs*R#1S-3Be)GPIe5bOPjL#B`0oYd=-beH0wj+oth9lvSB_PCwh81 zvc*wtW@*|aCH3xl1}1q*?>0iM^I5e?a!Ah3GH;!hvb4P0TDF~iLU{Gzr+D|NGAVg7 zn<=>4)OGd;QCw?HdVG>OEi>cX(}p<0X51&ycz0TuBuSe$3`pZ*A^96+t&|?P78Z9# zcjUdwjGEY9vt$5!6`x(wldjKj2Tz^duC}uo4IS(0g13h^5&2(z8K9FYRVXNI=FFjm z9w`MY14m~j-dxklLbhMDHd7TQC4(j^TJ^WrSh-tHwJu?us;*QtqTwPFi0-Z#3(49d zn(+1ReT9EhXTJEEC%CC7Ke{blo)c;p)x)rRYmOW@Np&~ub8ksxr)fCU1H0}9 zVRz*HCbgVbOhgKbATJmFOc-vAvpnbf>xvt7@0RJ%=ETvg{3)iIb? z9IfXOzb7YST5mhj-QNzDZHj@;2U*DMs+ce~`a(6fJhg4QTjfe3Zn?3)fq)F1&44iO zmlGrE&fe5GkYJvZGK5Op@Kfqx=AFGvAHmmaCJ1mhuKNVQX{V|d8h>bd&r>DO);R8x zj&OAudceV}8-c3PiUKL1rp%=%VbQG#2Wa=)&638w-ICP{odnyp=TQBbws z@D^@E0W~!_P*FJAzYN8D=tUxCB!{DG3Lmxt4*7KP=2X9?BG;H$)^W=Ll?d&ek9plW z;h6bM!fP-BO$@@Q&6(Tw@|LI(p9dX>mX`gZ^%ryHt(&Wx=G_c+dBbk&^+hyx_@uQb zN4vzTs0=Y0!8IT>DY&XpRn7X@JB70Slm=M&!PryV+sM#vB)d7-Byy>f!dg?c)tLDxsQ!Je?KjT39&^OSqk*DSxf)dsp;W_8p;*&Rj-P%iD~2-e94QlE5@yVDymZ#R7^Zi^4-H;*gX#rI53#lL1v!4n{I)C9I%U6g&y zB~+Wcy%wo(AvOKuvy`3XkmQ*?a+{*)G!K%(|BwdoR(0;@w+5^?-UR*m+{J6=wR->W z<()Zl95D<(HvW@2C8eE)+j1rtc+abP=fmEh@(3jkvIKQOBa!mRy? zY+0lcvXeeiWW%l9%CM1^7Obcd^|Wfq0n?yI^ipp<7WT zdUyrbT)pJf8_Qlis3KRr0m+HFl)AtT?Ai$w1n#nIc5KU7%xj{-eJRF;p_h^_6=cIc zQv`*%9c9Dq)nI~@YzW>&o$Sj}&1x_g!<%Gvw~KF45pY7a9k5F9si)5%NvYT6QGpbF zxICOFFFOoJxEYVAsN4`4B-X|-zg8^ROY`MO1JLvLD-% zJ8$_}bOqzUWtM$@F9MOflH-+Mya4}2CwXg?@l301bEoRE2mO04DhS8u{WNwGgKxw=R>*Qqys!V?Y9kxNG$lU!+m|pu-Z+( z3m9w+ml_w4)yt-;w-XrT2oOj{Nw`oYO5c~3yi8MkT0C`)7nc&>vy3-}ic+!}m{1wC zjV9SR=GL_tPB|ehJNSo8#9w-BwfUvJpKLX+ce=2JXEb0hj3HpWF4d@Dl2r?KnPfru z@w?%AUwL__Mv4sc79C|j!gUX_=3Rp<_K|%%>oYTsZ7xH z_IygC2{bG8AIDhAftaLI#2D7qO5qKCvfFKwD9baKu7R$mX}MH2jV-Z4Eh!AYAAR z=@}ZKBu;T|u#~-ZSXA2^_dTeHfZ`Da1SAv?q`N^BWa#cxkdp2OMG*mEq(r(Kq(NGw zYmk;!7`kNWe%IFDIl~{%^*+~g{y6G)_MY|G_g?G%uG+I*Udx=?q~hD;+kBwBN`ne3 zS~2uq=|z5aZ@6zF6>#mMfMiof0`26Rf(Hf z=pkcksiaxEzM}yBcfoj8Cv?@pAJSKf6kGeuGx+^+((mcm)6iNz(zJ|7TW5L_o6)Ce zJuuiFk@2z|&cc+OC)=mGs5AfLD&Gqdl}$^VICHu_|HKZxBkDv72?|51++GE{9i<%E z(PjPNrMspv`ob<1fTJjw*MMkBEbt5%>*Eps6pEow6o+c4blw{s+$rja| z@Ru41xSCET_8vUXQluSh5}|_i<|A$(J3PSHG<;L1TiMkv#Pa6hTakW(CM*+Y>bJ=2 zgqP9(G?U*xU7bDk^kCUWJTH+>C&?D;(XrxJds4suAR+UfM1Tn zUp#dT|3AGC?9VH{{=5&2kB67@-}ixWfEV*o|9wxGurQmNyPXM}(lav?Jn(-96Yxt~ z;0<$p;Byr`HWd>`TW1Gj6Guqn|EtNHJhyoE*w# sHX|fQOo&n^PZ;P2AST37qVx z%L!hZ4IN3%$^PfHV=C18c;J0vCN|Iifc*U)=&zt`B?nt$RTC#&HYEv3Hfd`B@%Zl_ z;(z~;W>Yh9a{}Kk3BDa1F9}NgOCiZY4PAo@^wn%yibgL?jG+Uhxk0h)e@UTFp13)| zRh^zWnSjsWsvH8~BEaXIf4}38AOHzm7=eo&61dL^9FXw8Vxd#GI3a=e+!0)m@V}7# zIRc{KI9Cc64A&^oj{uQ!o+IUfNI~fT)Ve=MK%`vfNO>Sq5PHlJ5GmI=QXYtu>l`T$L<&NWIRzr+ zI!DR_k#e1jDKA9IbuOm75GmI=QeKD@g#N!T<%LK==rICB3PO(&AX4sgq`VL*2tDQq zh!lh#BS54e^cVpm1)={>;Dbm(=rICB3PO(&AW{%|i~y1HoFnCfNI~c^M?j=J=ScY= zQV@E~5fCZQIZ{4|6oejg1Vjo#|DV7Qk@B1)<%dW?=rKn?q#*Pd0U`yV#|RK92t7uC zNI~c^0z}Gtj+7rFZe0R)JY?>|x? zK%^k_m?I!k5PFONk@EjX3QmDY`TrvY0z}IHA1M$ZQvUx)fdG;6|3?Z0h!lkWzfyn) z0O1@d@FXCdBL#_)lO2Q}a|%QXLXQz3QV@EK0Fi>wV+4p4gdQV6q#*Pd0U`yV#|RLq zz&TQoD1mT}6eLO@oFfH^l9S`FyFvLBq%c6r0Yd-Zmx4qIgma`IQ3Bx{DM*w+I7bQ+ zB@oV$LLS9|@s~e|5(wu=A&=ttpUeH>0ErR^=SU%s;`nR7e@Q{21j0E|kSKw0jui4J z4va_rNt8f1M+y=p5YCZ;L#-o4$ zkzzaw2oNd8qksU#6ys4qfJiYO1q6r`<556>NHHD-@)1Oe@hBibq!^C^0z``OC?G(j z7>@!1M2hh!AV8!Tj{*Wjit#8QK%^Lt0s=&e@hBibq!^C^`3NG#coYyIQjA9d0V2hC z6c8X%j7I?hBE@(V5Fk>FM*#sM#ds7DAX1D+0RbY#coYyIQjAA|d<2nVJPHU9DaNCK z0Fh!m3J4G>#-o4$kzzaw2oNd8qksUBVmt~65Glr^fB=zVJPHU9DaNBfK7vRw9t8x5 z6ys4qfJiYO1q6r`<556>NHHD-1c(&lQ9yu5F&+g3h!o>dK!8Xw9t8x56ys4KA3>xT zj{*Wjit#8QK%^Lt0s=&e@hBibq!^C^0z``OC?G(j7>@!1M2hh!AV8!Tj{*Wjdd{Pu zLeTzpv}&{MTsyFR$xPh>(|U z68q;Zj>CAcjHA0py z2V6dqAxC<79HXgV^MV_pW_UI1#D^Np4S%w5I^$dA z-~udV;SSedE@fXc52sUlo^%fA1y2~gJaR(s*_ORaCcrg=W!cHyXe4cCD+^Ur6M&!Y z27D}&c)*=0=oDK$bj>k2>2*HCvcNymor^fq%P)?aH5zhdPrsFY7_R;~Js233BWA4< zdfD;S;J+40zC2eRmcnUB4l)AY94F(h2P}9(8ZEc-jScoXxTN^hsH-9I50S2pfS)T}m{<8c54ud7* zet=h})K-Y{m(Hx79G}!{j|+41I`muF(&-u~-Xp0Qe-P)sgmYY?5HMdwA7vUjG#pG< zHjWSbPKcJ04b$3`XLFzD629{l=@sT2sW| zZ^`^cq+lYca>vU!WKRs

Z2uC*275wWk2>ljTWjFVl=L~<&gQ3>jQ3IGuBj3iz0)JyiP@NJt&X7x!OGPi`7fAuUa3Z~$3q%|y|=8cnTRG_|1u*7c7Fi*Ph230f6rDghkH3A?x z3tHj0_aV&s8i#hwa&I(9?qQ{)#~i`Clhe__g;m;~_xc^`?3yGd^DeLFe2}GE6LaZ@ zXP=ch+#hA)knTUpWY4$tvkV9D=I2~+3u6GBt`dc_IV6w4@J(phe=ULsZPHRN8hni&IaVli75`a%LTyQg+QyY40W zhjJ`~P7DJ4AoYva^~$sFnr#Ui$XH!r@X9#dB4bg-|S`#*P- zWv5WMK!@?FP?-o@Nx&lu+GYx;3+yN!5spM2gR6lRtlTSq^V~!j7J~E=9y4tuKCyVk z56xg56cu;F&QCVSB^xKI=5JoFBt?uvI4OjC+ox7@h?c^Y!AcyT>FEFh?II`KuDSCy z$9CWVlyH7|G|v%nGu?Q|il+$dw-mA*o8w4?8jhX(cFc=ExyWbVN9amRSe6`pLO306 zhiOnq9Sc20inrY7>*gULQe9Q8VW9)_7|eaWJ~cKO!B)#{eKWp%yCX>wK0y>* zx;!QsBU5C|Moy`_#|$?Vz*tk^rhhUqXbL;@XFS(vq=q+{ zuam%jtfjqfp1ou&Wy`W&d%?9#R$R<2=SG}vWn1ktd&f+FkX=|qgm!tokcF!Ir-AJk@12=EVs-}!N5sHuq zZ0RSk&RxNX2_{09ps94E|{k8sV;mX9q?}TtpexCk{aC{45ynZ zyHL?cr`6vvd&5!FG(M>wel}r_Pzf9i@<=UzQ(Zifq4Z3F!aa9ngj`q$oY22pB%<7P z02!W2gCigVF353PK!n$OMkvYo6crS*9u*g4KDVS2TMHredRb|J8kUSASQ|SB1A6P* z%8typr`&~;q5f2+^{-FAK7BGq;dd-R`V`S~@~m@Y0y-*!v4qn~v+r z=#r10e(6o41#=N$D0{Q!5WQ3&$hylNt|&9sa7y(_r*^5{{y}HbIv-9nTn8 zPWAi*FxssTil5>Os>)}$&6uq)p8G&4=1n9CU1b7gy(i~1&=m;Xr5dcar!M5V)<+7k z^Nbpkd{vrYEoU;wBdH%F#T8ZrS5I9dfygk<`6Vw?)lEdq+Em^)QvB}C3TRcw{G@XPDRc00R5K_5~CzUD@`CvTZ(g7Jm)o(nCbadc5Ivk_j0BfjLE$0VAp#_6b?UI(bjL%;9 zf>Ebqv0D1^A^~~TvEHn_JLB8O+7{Z8Q$i$tZ#&wSV_jz$cLf|flrQayyQfgst`U#rx5VU!(e4H|Hx$MLO3Ce zIdp+>FevNNgsa#X_p6Ap!dC<)e@2#Bj*(nb=oCeRfRIwC2aV7yv_SP`K~SM>l+94u za8aLkajFxAcIWG6OJ;h-;MHO!{EeW~nYnzyBd+nxki}CQ6Qseh&;v~;N0Y!f{uFK4U zqCg+w=yA-rA(<5h~zlL6=4U%##__sGmG<=>_XC1C(__<%@Sg8opE7x)oLNX<`D-F-guUr3#n8 zaFd6sXr&z|er%s($H|w3J&KPk3bJ&vFrHK^=E%~(G8tJpI>Ygup*dNM!#U;@JYLsH zYUi@&q*^Jq$S$dIi!5ulC2h;jJ_zctWy%g=*hAIB*o zi9Sw*OI6-EPi8_g))+QQU@VQ9y9H1(O;~mTcvKh&&7rE*f&Q6(8zCb*L$txSYHdMZ zN1OuGL5elwL(EUhw(3AI)XVAlLGN;cCIL+_^}eo>OgU-dZhHur1+#QL6ySG5(ybs$zc_Du*sR&8Ss#CyRaLAwJGKjL+r~p z&!vqI_VS$TN0&=6oFylnE8PP3Shh9nd8zL497rtpX)^=d zM!kw+F}$=rjif^uIYzB*N10g(-GCp#+`m)gO~7!-s*6?ICt(x{e~*!_UVQveotUp&nI|E}Bvb>6-fJBDcp6{3`7)PDl%Guw zm2US9wKlKgFU_|uag{4e+12mjea~X4#R+SVjr0}ld#4g99w(VyQHh*iZ<>AP?QXZ~ zCIS*{bs1+K5yWO9C&9R;H3b1$9X+Kc#`AmcWKzFfl=*|WLbaz!FvA|@afSsPrF|O5 zZz$U=Q!Kq)5Gd*P`4V<;_DO7u@b%;)np4Fv+$uH7O0{TNIXI-y;SWmP@N?;7|J~=I zarC@?@=DF#D4F16Z*nfr&dLhf6Gol%IQ=+pfKJ}qiKIEw7M{jq*FXCvn<-Mp{QR|I z`Br?z%3_3BeH9mmixCYEI@8mZR?{d>*SqbSZSB}4KWS1Jf&xvB$#HN5@q%cCQ!8S{ zGg_81O8$AM^Lon;M!HSLpSO`4ggA~Wm!P^mQ%zHEU{p_EP={fzhAB#>oxS*GF!^(+ z+<1BvGgM)uBdsHth&lZTns2K9^D-P3!g=Fr&%9u1ys9YTlqs%Nt_xeug;XB!we6F+ z)*kKt@hm$ty&mZlJ8|F1MA1{XdchK(38X4?DhQ;v7`2{Rl5J9qD)~&Ns4Gsx+ zpipJF0m{q~7KEla(6SfVjOw3DfHplz{Jj?u;{zkIq}@D*$e(wCPrJB!T%iN`ac+`( z@^ogb$my&^c&=@gn@pFJ^48!;l^pQbp4dg?w;Gl+g}^(RM$F8`k(JJr0bwvj-h9$z zOp{csxq1`=mpb3*+jW3-Ip-&dkF#L`-EU%I)NPlRQ|ce{-xZ00fE~U{^3A195g?qb zhpn+%tyRs%XIcb>=*mB@hBNUnn+F;~QQ*mEbkvXQQkRPR*o$F^zqyY7!0(*@>pCI= zajThk+OINmY~>B`E}A-&=V5XHjL+Y#e4N(2=t@BLm7VUQeo=|ce@%3~3|JsSusb-? zi@GiT^938ImaCgA>MKKyx+{L~M)m!j>j5b>oUidFthcU%nlMhB9dhdGN zX`~?68i;E!9)q(_8J z?C(K}Zw=u|>aP0v2vr?+8lM$O@C}ziIGH%jdW14AOANg)$w4)9ezG>x=aO)Mz}A3& zO6fkklVPN~bIQGg*i^lBKvez0c5MJ6DUFm!cg_$>DBT^>-6bJiA|Vgx>NAK975J@_UOJ)&`$*5{GSEMk5qbJa?jzyBRDTcd zH0Rr##4aKgPVL!G?=3Hh?d7@`rShj^ezw}#u0(&0(eB@~IIhSkMZJ~o=8g&@n0!Wt zWT&5cZIeBoHqPu9#!chLw8m=|9cX^0Ti;eTi>uDOMpXoiF%7I=e?rIZ^^``GQSe zngYW$-tzX3Q0#dzYVgy3CKzjSe3zya}#UvCCb&2_&>*VP!$<66&Y zWNMmO5a3NzO!%S_vw!ey*f0@VSbOhTS}*LKM-kl)2pR- z>j~S6s5%ngaQ#YJb_{8qtY~v8Ya5in;B%;{V_TEcah4+G&3i$CH95>stEa$OB$@pB z<&XWxLnvN2+8eyNC%!S5o}7H1%6&zfF9PPc^=VW5`NEB=1lX2deh7ZLw`dXH?EJW3 z7`-wsEt8w(iMaPGzP2KJv_=m1oOly%#4;Ng?q2y=outj2552{~oRg%{XiBKj#Yb49 zkJmGvCDa?d{8E9=XHvzKFH&F=$8TDQW7qn8iZ@eYGso7Os-Qk!l>_`2OBwx8aU$0?|VW#m#ZAhUuIePkJpE(_LA z$)@~LjcGG6f@gl8NJv?s%zm)I;;V&V3oU_UuVUtUQS(fD#`SavhqZT>SpK^2yWv1w zp`Q0HPaaK&*jmnEhKNL55uc#ot+Za$RXVdwbxL5ekQbZ>wtwd&)#ekJhr6<=BN3Q< zOL&l9I`Bl1sq7h^tn$I+qdJRPy5A(_Ez5-RD4#x332>D4^)xjgueK)z>WdKt`Prn0 zZp0CE*sA|ah|fEVUNL`)E}IZ>{ZbsQf>wr`B91O_dYQB}j1&zmGGp$yC>8MTnZ2Ag zuYOt>)AbQ|7eQS5kQKRf_WDmWJwbk%8IEQ9K=sulg<10z4g#xuXYct$lQ%-)q{+WI za*B_gd_xCx7&`7O>l!nyW{SJnM66w78QK>H-{*dT)$p{F%^QrBkv`Z`mEo>rFW$d+ zEb=S&7A4nXvlO*p*#P-ceAsNPOVXUpeBrFsh@GB^d5EwI9ktBm<&0RWXOCTc%Qkin zQ%OUTn@+1ii-#;OQx8Edy#k&b16ui*B7PjJJhsIkjcifw2p17=aOa^b-{DH=zt^ZA zXZBv>TuSW9qgD}265550 z`cNg{@dQozVKC>K5t{*vuLda^YX5R+mJyycss2|=b+mRSVq#{tk3(?u;`cD8gqAeU za8{N0Qzx6-Oee;Y(&yQcRO@^$XJ;#ewsrC$b;4g9XbVDf0ULX@|}#q>Euy1~Rmgd2uR8rKF(C7Vh1zsnpP81#w8*0xpds1k~@aPrIMLeqprxS2XTBf%}md2$QB6W^dO_6B|68)MjEE3U$-dqOZdLvPw&gpL9lLbjO_ z`RvupYH^E-6PB)v=3BE%?bBU%wI|vGk{d04wKPZ_vw|wY7Xsgck<&15j$XX539aO4 zYV=VR@gChe8#Rckj-@ERL+pGT3Lg8FW#rIEiwIT=)5&jJ8y%DI2oN!$qW41Q*+^?1K zctT8GzM%LfSxSGi7->Nxc$^#_3BO!rcvOkC7V7mnI7#WbcMo$1%5 zU)s`2ZzVqDi<>s4$clx~uTqcqI}P{@{pt0(@4t$1WEoHhv7@ z%8Zha)pAyvto8MR>pxXE%_PCwS6as`ZALrXtc{wOeSBC?cl;E3HyOXPH@Y#vKC3_W z4|+OGwKsAFJaTW3h0prA{aL@Z2|7#dFb;*}-+H zAzNA^tI|q-!|(C5q`6F1mQ5tDs^LNX1m*@h!EQQ7|3KVx++d#o0@U9`g-tIN%+^yB z(7Up?>M&sb??cAYl-rE`3Qu5DMML z<>&C(t0$D}p}WF2pRnQzn?03QrY}MdT%T>xX5`{5uIb%bm*~4;NcM!^{7z`PX?>;V zGD>vOrHqXgjW6u-`D;!^U3~bE1giR*8c~WaV>uEl72p13-R?Ct*?jXGCkdO1zRR7_ zw4x=K$A%}E_HreOY1-LlciYs4qY-C%mp?_EshHVy$!FaR5(yuRE&!K8@+j1Q7&$3dgPMBoze-w{}L>rwGQ1ku#sF5{GMfFOmMEEbW z-p7>f-SvN{UMQ&Pnj~@4nzL6#GqtvkFNpgkG?16wmVMx<3%aVU-RtIA{2N&G!M)o= z_>9Y*0aoJ#k&3y&sx&Pz+>IMttynl80#vvP*|K{chsdkWpt+Cyh{i20!B4FrJrhk-B4Manx zgbLN-&lDVnab8Oa38k8Dwu!xCh=~8&G=eweODHAgd?+w6F4EZAVcCJlc0~BPTD7b# zq3^q!mPsw~(vY?yd6N4f@x+L)drM3Pmsr(@ctUU7xB)LR%iN;$?2xH`k{AXJT$+5e zlOGg?e^Z+=IIr?HvVk{vNB{to!)iqUs%7`7nxVlZ;}x2u)Hm1_l-^mlhX ze>dye6%Z%IEVIflqrKv<*fuZMLj-0-(atjZJ^AMe22qN7>BGN>cJi`oiOa}8$#{#L z*3=oKG$&wtq1CyGmF1{To?rb?G@S8JXTN7vN6{U7O_e9M`p(@=<%^tSEURzYumWy& zNJr_{h@7XF`M%t}(v0-6jL~8Y{%_8_Mx~QTKcyyJuvjEv9(cCAdNx%=qe6ps%ZXT@ zProbiuRfLaTStse)};EeX8;z@#guTeB`Qnd^1&x+Dak)Wsx^5%%k*Xy){IllF<%Z? zW&TBQ&FGJ92e2S}dq)=vJF-`%{J5I&j(XJ^sq+W=W=B{ZqJNrh=F$dWw zxFV%LR&a^7*3_sm2?O}1opTOw5iY1>PzGL&@;9w;Om)_sY5tIfgwL-~!*OvJ{E zimkL^w^i(Czt*bza|OqhY)u85v^~%Fuuz>YjLj(3wIUvU_+)fQ#TAMuJF{XKY@Wcv ze=RgHQZ=Gpv>M+)88B`M?8B$5C3;Y1bwKAqCzcNN#+ki3vQyJp_-wYLA_cyT)SJ50p# ze!t3mWv<1X5{buw)k`m~2aS@w5ljo2hC7_;iP=yB{?1BcxG(Ri2pDhi=lzy6DmpDt znPe&tADSudEY7U!|5W-}jjPS`TiVEQ{_K~WwXB@ax^k75 zUHZZH*;x_8bGdUpBTZdfS)6F=RQHGA&Mnb4V*VCA2fJ$AE3(CNlPA`KvSHFwkuJP0 z+Dg|0{z>W{wP_uH|`k&_=a5kH?Bf%d$W9RjIi8t~Cx#za`2b_~dl~+X zKIfK$pZrsu8F_Rk2iSpRDUyy%Xm$R5PIJ-p>>&c7WrdUiiRD8uZ6!gcNFQIv1xH*s z@I%*`8cAAJJWZTE344zf259W1wH)j=Gf%dB)b)x+R6WoiUEy|40^V~T(9S}uOt&13s>DE4Ig^C9syyux_Y6r2*C zC}uDiF3r8X5I~SorumbMZN94QsxA|=*qP{9+8K^kS|?vBI{HFaiflnVP<4=2xk>i@ zCu*c0`;^)k%8I^U5rJo2cl0kd>vp=JoTCgT80}ob=*#<_x*7tF?qj;y9ud z-eMuMf?{`?w$Q9KvO>{5!zQD*Gmf5%jYFNvBfZ_Vww;w_VWOWHW3<~1Z+afv<5kx^ z9E-oes|~)obh;I>ZzaX=+MXj@lG2s8wLkY#5o>5;sZH|<*}+b$5c+c{t9B%pAz0-6 zX}9cK8DiGvj<{s5Ax#Z~b(M7wPes4p_|%f-S&+cA$*6vcor9`0&99YQVMA0CnBEZH zpN488pI5vL7Ljwy96CpsPxW9XUy|q;`EHeV|L)sHDJl$>Xxk*tH697N{_e#7*LwX> zK1}uR)@7Wq$?^s<@QDH)aZTJzv!u_JQ#|@dIN$7eikzFnKT#AOi3w4h{Hho7vc=)a zH%S`_8)z6Ywe7k=f9Jif$F4^4YlFK(*~`vN8FdGS11p;uWG zE@8ubM$?&A&#x~Iac%IzDmP!#7rj#w&Zxe8iTlDdLd?&B+H3YNcB0uAK?0X}Tb&sk zmp`eL8|PSQr|u4G?;rWhOs2Nu6#X3T{`l@~Zoc55ZQFwTOCPr4o};7RUH%5UTbLcT zqFZU<26Lz7SktCAD?#qNDQRID-gn^``*&ASY4p|ZqldbYx4kCLatu0az(;FmNMor+ zK@0dbx~BB>zh(d7%yeuraC_k%WOt31zpcw;VzYsz8O+2hA6Fs@`p|z1e({hpz_mnS zedp8H^4)KLcQd~7lc+BnW4=uLU|dVZQ~W~w)Z>V;?lNzh6PqK&=;ckM ztGi`ZV$9nYayUoAO~T}zMz_Ppo}a1LRam}5VhLAz$i%O=v|C)0VMUdVulC_6*DsM_ z*cKh40B!7-m9e>BjeQ2mYyHY<4=6ck{Su7FU`67rFQIe z(@~ad8U?ibO!L(%^gO-~EzY9vzY7<(3E5=E`>jYGH|NJuz4|4;rZ*>?q4&c6FU1`S z(w`H)S&@QC)0PGITiF2nO&a1b%i2qf{=Q*#4#Y2eSpMPv9#C2BmTZ*3ovGt>__+h- z-}byN;r;ojR(Ga{%%g5#AZ$&*`&U=hN{VpC7c!5ctFW+!snyvVPYX$GN35;6!=omg z4LcvW?#!k_RcALW;)yU^);%q#b2V$z%Sl`!pfEoFObuOqZ)kj;#@(1-jzey)4$1a| z_oF_0xIwwf7Ba=n4x0o*`nAKDe4T&&u zN*h|7T+Y5qk=e|!&2Vb|4HI>#$TzJL1fJ=({^@MG9)0FoOm~K@n?w8tM|5%dlmnL> zrCEBQ31%{GbGim)!tWxo?pce%bUQ;F9)y*WfI>IxE$Yq>>sb~?=AtW+IQ!jR1FlXF z8$VBvq(-)l&^|**Z_%^~S8%6GQAB6w8uqvneGuMyJiF_FU~jFRRLdEe9WT89mN zJ2_s$ujbr6|E8m1_-(YW0eh?FCA)=aFJD=l*@OChzbnR1zeYZ$%)uu*qnL5AXKxK1 z2hZK#WuK^5QHl&skkSVAzd51%)753v;O~$W)BJPgLGic7F?2<;wM8L8y0IkIKo3z{ zzO8Dvn2B`r?gDB5#kZ(~q#<9UicB}*rH!OdFv2hE!iORf-5#wv5oO7S<1nt+zYuNM z`HGt1%15+R-jc|z>fFih+`DXxPT6^5h2CUm`*H}GGR|7xn!mp%FVhk~D16PN&N5-v z^q6#NCmk(K(64k=_H`XnTMUhZEmODP?Zs3_RQ+CP%**4V4dOh`+^^)~LmfN#i48-8 zQB#hYKUw34|5o;Ja+)3s|6B=-io%{$#eb$EZ+;nMsf5lZ=&t>1p84C5uy)W)WODFA zgDDpLsA4pMNY6e!tHzGtYn|UNZ`BlOA={`tQFM@+Zq7s6h;y%m8Gf7WxK{kq`XRAW zmrzu{4`i$Jcqy(to5kD~c(HD3a1piKxj}2i-Z1`HB@r~e%8dl1T-$I|bgYd4HRtin z#-FVohP6t}`5uUe{?Dsr5o!Lg+cy5v3}YrSD7Pzj5heS+{%BnyWLi;$X%?65cygui zYZx7In{2nFMz6(2G>oAvC0m2h)@w9${zGJum7UWQ6hS5{-IFiJJ2M>;YAGdCqCe^o zVy3X~&MgQ&6PCz4F|eA5CzZ5xuJ>=!<1ebLglgDSzwm8LnDYhiZ z>KR1j`#8+hlxT@1Dh5b`MTG(D7B!+1u*trRDcGNowbz&#ymi!@cw6~O(yH!ONbb$I znma$4v-4sS@yqkoy1Y*~7C2roD08|Q;@huR3r~6xUL7K{7!eC^_#2}sSrNThlvj#s zi25gd>92iBR)UGIp2j_4-wQlau3D!TQf8Pr+|9LmclxCDJ~Jg~Q$b%gSjBYs94c%~ zY>t+Ta4@9I9trA{HRf6j6ylb|a^}$T67P2zdGO#R-wg>9<@tXueYk0T+OK?4%-q=)FqE)P7~+hY=;8vZHn$WUO^){z5IX-5KHcsOijvit#~Zn2wwlJiJv^ z2YV$}kC$2IJBdMUA{*}W8IqTSW!fHCy286#);`!HKb3T_ALGOxeyL)N*rY5vE1g{; z9xcBTCtKnh6x=%JpPannSGPloj|8t!2iy#H z&!#4p{jtBJ?e5_c>;GQ!Jx!kFIW)7XCJ8G;ekyOSr5StSzciy&?BwWgk=}R{f#F9z z`*DG`HpR@rnI{)7CHWs~VS69O1I>w0V&_-ZoJ^05yPNjD6Fsyac{f$nt}yOJMO>1G z{Dr0LZISbggneGR5Yd=srk&)1UGRel6cH_j61xc>9QjwQb;sMy2XgY4Z2je`^iAEF zm%nyOa4QYjbt5G6za<7veV_CU4-0r__i%~Ne&U6?vSk>Pgd4kj>flj-^*tsOce(GhPN+~!~8&5dn68rAWG zS?ixl*PMoj2(>HiCohz9ODOz*t*4e(^p16vOj8G_E6z4*bz42?Yr2`#y$JYA9G~Lj zSts4|hW3a%%0B7R($vqahHTp*TcKfGEjhkdTubNUEV<6sGFEm9=ZPa0T$Z#$Ov-cBU-d?}6nD_@`xP*rKE#ipAm$XQ?V1TBl`PtfM7 z%zMhLv*-?0lC9z70#S8;>E6s(MGcB`+WE^=%jx0e()TxPrCy~OLAyy|W<--ct`UDi z#a-tdm2ozlgR(ltBQ>2x zM~Cn87~e!m|*Qlc@ng$S(~ZkRpWPdY$!Zrwk)E$$MU+}RklR7h7gJ$|ZI#3Bz z>unb*@$xB`YmV`B6TP@Y^75KKVs>gu=_2}BvW{%*uF}IL$)&&)IQ@bWT}qr`>s!v{ zK;=)`e7|Q~odls1Uqd2H8$X0MP?7(jA=<7T3k9CcFvGv%q?`Eh7uOAr=X@H^nV%7= z+_~y`WizXE3nb>j*=VcGoG^ra_>=C=5p}4?A2X+PM|` z@zb}=%~Z;TkV@8uCvboRmyJ=BkWNv;GhmAhFb8%O>u< z`kL@LSMT98nsWD-cc&KdnnKn@&6CObEpYbMU7oP^7pouExiG31pCODBv2@n(v9l4L zC<%EdzDa$BHqQCSk}YDN7oj#aFfzi`U-b{EG=)H?SoLF(h&kuUh+36ECk}d-=H0cU z_^8nFpK7_GZnGN{HD|+>4NsjTvHk}JFbs` zr>Sqoq$Ht6o>^_Xx#>_w+ZiVK%OKZ~bamZ_l@Q=@RiJ3$JSeeo-CiU4eX3tf>{0ri zp%In-wq95mNAXd);&%eXCAl0EttKuLZ@rfCQYN&aN|ffjZ0|&|L+?rr4YWiByr=6} zamLsh1apXRk#7+u5~8+~5+~b9qDazX!{7gHNqz19O_`+Us8OkE@wMKV_`#=eqLp5J z#~KG3?A}5mDZxKt-O)j)j0Ku|aST$b>7B>nNexjLBNZeoUk!Iinua-~@;$UOB>WP$ zFiTowWTRvbZ@$@&_Vt-3Ea`@~6fDPEnC7!c-5g|_Wd9Ddtgvbslnl+Yeqc$mCiZ3Y za<+c_AV~Pm>F0j39NYviC(TpbST{uZ`!O@UEhb-VSX50-jtcSHjRV@T6{L=FMC0~v z$|9O6r-2{p#*c*EW6AJn2jp*GdpExRN+B(=V{}=C9kTSwqY>Lh(NnZ5zY$-lm$iXa zVqS$e;T6jsGp1uT+D&JZouMV!wKj8WzYCpOP{eMH#)f}j;asL-PIhiokinuR-O~@$ zd!?sqdzL-l)2EdB>d#!Gc{I3S0 z)8r@Tf@c@CCC%oO{)s~A=#EdN6puEq)0C(f_!rP+IQyPIe>M0pcVNxB z6J}B~)0Py|E?d&jCFX0>du9j4x;NoI&(VFKp=zW!O?f>1w{ZG{3-9L8&6wG@!vc{< z^0?}WmVdRaTSfhh_|? zIOi8QJ58z#3N>E47FY!iA1+y1M;K%lIwPb;3DbL+*KghQQ{FLF6I$lnK|ND{C%UPJc z|7wLf&DV*^;S#%gvLS*Gi7>TfLf5WnuR_-1=TEkbFvdMH?8Vm-;t55;tW1VT>A}&y zBHo$??KqK~coR(z2x7p6+L8!nOK^<*p&M9t_UdEH;XECC>_^@jP8sx zA7+Z2^n6LDfrxCqw2i9CMD_4m}*Rga`V$c z`CPJtoqdJG?}Md-_gO3DJ`~HC#|Zft4B78e3qCom@*rPty3HR7j}wN~Y?s(-bIJKkf|@d$>MeGSWM@d>;RCH_QIn?@NvHVTtIHJlWG z%7n91tjD>>Y@!w09r}48uKZWZ)GNLyNfTXHYtf(%r(h52P^`bA|E_rY3fg|oJT~YO z^iSmz88TfqN);U8-q~;bi064{y$a?`iwS`J;A# zHu^P!Q9Q=$xdi>>0nhw8jAeiPEraA{wJ}e6!%OnVPdV)H>dzKJ*NW-|(&KV=vC&*L zWBvr=n6Hb!OOWFRepub4kWSQldx9{DqsY3~7rrHhL@woG2OQ?!2n=u4U68+L{$!Yn zuD&pDLC)D2*O=MA{$)u)*EcB<**y05{IR@2xR%@lgQtQqJXmGrd&=AcU%xMx<1G&e zq{`LuJo5jm;>FeTv;tr5pLNa$1jQQ-KPP?IP9!coGcM33&7N~WaZeAmXF0jRB17o| z)2?9D2j;&gs^7C3X8rP`A=QmZw?aa)KzaHV!k*7-?rrJ|bza#qed%WOCFQ&0Q zJ=FeRJgl^4#W>9VgKua(&leYy#WDle@iA8^<4ge&ywCP#Vi+~Qn7JN~6;{e@NmEL4 z)ak(B%*Ayuv78AE!eOUvlozZ+{_RzYdopj6raV;UrRQugRWcsxvHpbs6Bz(wEmP#GZ~$DFXG4ZfA+CnL+*pK zCV$m%=EWx&{zU4-Okj-RVq^$XNW+b>8zBT@KR#&@-Awb~ABAMU93Bs3{Kw_|WHO8i z#WaB3D%X%XCTbPyB2?!&XJ~p&=CO|KKdL|QcI}ZglBM}>1T@F+=|?!OWz!7Da&@2R zEgmzx!dd(AG!jqSo+XlR+5A`Gb&qXsH-n`2%M9_k@4*@ic<8_no)wd9$Mk#YU_&cc zzBw7Lq~BiNV^lQS5i^eWxla)t0g3DNW!8aU{MAIbgVELj=5Ps89IE)Rbh-CrIAMx< zQQy=28-(_+^v~y!5+Ven`)`IRBXo){&k)wp3h`9QerLz6Ce*qj*Q?b9r3ZQYf3I|W z*)vco-fqK#6ZszV;6kWvZyRAk!}@RMxZd+!+@m~iO>!!Nhw+F@T8h*Kvn>=lSDk^B zJk`a7Oy4`Z4mR_Vqk=@1A`d)WR6Z5Sdr`I~t-gIR=M5*x0r{3Ev8>9!a>Xi6 z#tHA(2J|8>FHSrEp=(s`JhNKQGfBc-%5E=Md(C8>-E8`G-K+nr32o`2{hF~c+{!9( zBkC)Q8X0NH5J^k(65}|d%chll5P~}~Y1_&a@N}Bw3R#Ozng(*O=7`@2T=yH1{7b*M zCLKu*At-1T?0-sl`JUl6bnpblRWxo^sd2>4U?f~`jn7*$WT{&3s{50C*ugXpef1j` zk}o*<4$PT`ysw|9C7n{D&<+j7mbkQ6amstIyhS*@aB6&vpPM2w+PA*M!Yak#vDIG> zE7IBiuKL4^8qx5|UGAMwU8lr}EC%uZ(+}c}X}cc{%r8U{ic(4qPx(SV?FQSLyIgeU zD)kgJopcFf^iqluq=_Fda-v|$O;C!|*fai!I+thKBc$e&z7{Z)4 zrY$y8%e2H42|TX{N6&oxZ6>Lu-UMZB;Kw&uJ%h6Y=X7DC^&##vH&!W)7k!Zj|9(WM z4{rL>%(`Kx8B;B>laZ6mX)irRVJc#avcOlPTM&&pCp3#o|FH62po?ob&MCdBcj*cr zqxymq>^#$RSDQ)~Ay}XuPlO?ivFg#f!hK^%_?i@|Ezc#qVpLLdJ!L+f^ z<=L14eCnw5$L~$4AK&)9kQ(M)2|I`MaEy4feoOpecvAUy(zi(M2Cl-Gn)DRw>rA_W zCqK9MFHr$5B8yWurP3iyej1;jMdZO3)-)}z=P2Ip3~}KISl;=J%wD)CgiPi;D4+Yi z{PG(;w6yu@+3X1l#s`WNd2vhQhKFtI`TuY+2tcGH8-<=2tpi$ zecc}%MhtxSt$xa-Fm+LWZ9TDI(XTaA;!nOCuX?*GD54zvxOjawD~D!m#Oeq)>d3x7 zqcWdJQa)*@n8q&yc<#XX?{EDp)K2yIkOndX4c0S@S&ScJSLjUna1mWSLyTVH3pq}~ z7A_!*w`aI%TfQVg`-#73;`z>uLHRM`lyq-bdFQEz);Xr9_44wchwqRmNCPxQ>-I_J zy>z(@H8EqoD-N_nS+IH4qwh51l(%d zWZC*6lVIDdFgf(KS$U8JdIA#m`mcJg=ar}rq;(T_bafDNWw&R?k%S*V>WkWTwo&*Z zPgdGiFN4HL?D#gzQ~%MlC-u+jR2g4f;^WCTTsd**Cl73JC~}sGGtl4uqY@vmiaKDQ zB%NHa&-!tZl6{?MqxZM6i-QT}ge*tc&S~|AsXf6rC`nR(8HrJYb9~9bexiStXl*T^ ztssuV73EdYs~yaUf@{Ks4lAVr#*5 z6Sort@uPbQWKzqe6&eOAn%tjIs zb3~&t>x!i#{q8%7Ac`*K$v#quHm8VS=I;;JoNaS!)YOP&h{hcR;m2g03#1PtoFrAK zLXTS`692Ro%;<2-*8Z;lG3MC9jp3PZbtc51vg7o;S=adVdicGk68vM{N!eHV+7O{H zGu*xC$0LTX3{mW4IGD;iEZ)7T#m+!p*o)?iPR2iaUlMu{WvnnN!goEHdRRsA^l%=r zdF|UGRdiGi)xb`x#H;U2zAvbruDF}OY!;(6?b>3iu?VB-NM8?Db~?L?ef$TBKXnI- z*S3%y^>k|Q6cfL$_LfI4#QQVXw%Yez@|Qeqf#QF$sC%(mOo#S^rzm-R$CHGm^0~IO zzmmw7Y`t3_WL4KxU!=t=&2($6#t(ug%h9J$vITf)xuPHe->t^)HI=-BK|~TzL*bR` z0z2U4_@ENJw4n9qByXGX6_fgRag>LXHNSQoq~1<;_UJM>d)&C~D&>>1;$=uOPF&Tx z7DkyV?6mt(hi& zRF>wp*Z@uOey_cx`Z57SMk)NGz;paWhmHiF)S~yez(0+>C*sws57@~t9^70?vdAnS z%+n1ieu2N2ePVY(|7Z8AvcZ`sK_q!EMD|CtzgNoR7M)g`%X!HbIaA)$)~=4u;e@ii z^Qn`iJjLHq<}+(wg58~jli%g5I0&~Fkw~0nmjlm%bkRS%J?x~e6Gq>w!=lB3Bs!08l4z;4B}+n1mPkzVO&fpXd51)Kt77!tX^B2= zWozxmIl+657>z{EU=iNBQ2z)m=_G=Yxmg3SF zHaAt4Z1PzyE{yQ^2pUQhNP7mX)Y#XIZ-;^wJ-Wn0=;MVJWqNFByyOXbqyORW)b7g$ z{u2=!?lHj#%rG0qsGu3^PDkNjGBD&=mVXAq~J4`$2Pt2!O;Zq8~ z_w+|R`!7xnGd)sYXE=?P26e41%kWakyLx&}SA3zYqOl+n;nc6tj9T-yU09n_=jOMn z78fmAi*>qta7=eA4B+R?WmL(UR%*I^ZXK&yJqi59uUQDFA}(@ydYi|__P4Oe7tR#?zj}k z&D7zVg>p{E6vbEItGNCcPZpkMqXkc)HgM8sLxQmtQP?IZbhod2rt@u`De9n8X4r0g zf3(b^$Ns}Rj&|fd$FEMB^1c~LOaG0SHv?1q1JSH`l1^B@>b+~b&wT`H>)XA(kqyRv z@d$K`B~!{J&O7&L|(EJl8$A+(h@Jm_6AHu}Wym5dH9p*J|* zddT)8(Bne;U0<`EdS|HJ9cr_Ja`h@dhuf7oRp3T9`++TPURL&g97r4}K3C7+1bxwviDhWRNORJNLD_h?DUr}o()#{@BC3J&fMzgBpkLI~OOsc(BrkUs;C5+P z^UsCrsPs*>Dj|>EenbYuQ+Hy| z-KwkceXs%hikuOwx`0>&cU-|>PtI@ujkOepzX@B2RgqAB%<49!Ic?lizLbfk-x||{ z+2bAN8zc(nlX&*mh0Xs~#rZpI#L#pEk<=_ITQggJcpL86Z=!+=CkLm9A}v{ikH6mN%^CXGYyz z)Bd=5HX+UKSe4R;4pEjHnJa0#;kSNwQj0F~CNhW7ow)s04kAw^#2zF|aL2!4K%ieT z%?LtbPRp0vYHH+#D>O$(OObc2al5c9|F8+LZGEFZTJPVCzA9Q1)JA9MfiE%E$kMFt zt%f7T7fmbqxnb7T&)@DR;&wve$?(jRL6mQ`QCET$3P=G#$}DF89_i+1H63xQOkN?0 z3YY)PA|u_#XFBc*d3x@td-JR(fK&Dtr$QEnMdH}iIA&{)(IDPW0T>sJ$h#FYs+?OV z`lPY)jydV5yCCKz+Cvqm5vt;iHL`)eW?mTO(!8lv|AMV-D`xXl^4Dw%30UVP$!GI` zZa-ch>;8foV+2xXgm1)hhN4(#A76OV2|MKmh@h<#YfHXU34HnZ$Gh654WaVDmNag` ze+5hJV;ihU=`&)2RuYYNHD;wg9bMVt8e)6=Z#elww!Oqu z=mX1XMq3(w!lB;ltA&!gH!)8c^^CJNIr;R+&rg*sTZWa3p4X-(($)uNr=jX593&1& zQ65n&x_mjWJ%PQEuj|@RMyAeLGm`bs|1Ouh^RH{4S^xEjT~U>rx={QSeyr~^*Tomd|WOeF=)!YPO_cLXxss8kni*d5(jl*-vWzS`4X1 z7Bnr%Air7uP1;@LkJ>h_HmXcM@RN?JRR(5CEilKDF`mdJ+JpMBBjP*SzRa04{=(yj z)agsMeb1us=)8!>H>gqro|q|5e)iH?G$*P*OhLz#Y+y~iQn)Q|n%~O1eRd}vqPcUr&X<+}!YT z>F#iA?yUN*=-=_N%a1;rw8867aa&DuneJU%%>tcw*JEk7f}>dnwx-dj4cd=>|C|jfIq`|;p99p4jmL$VLMwV;FTSu1N-l9bWj8Y{_ooVy&upCxVD0WosqJMlNPIjh#0G+4Im-(-(Q6P`->#2iixWe zaPMNky#u!w1FraA3o&+b@C-`eU9-NEH?%Y{0&gG*2QJIW^M5Z9b#)R~b~11>0bVAq z%)t)h0bkDX-~0Fv-~|EaJ%F=;00sfHEfZ%_R#(w}O2>$nw{RhAR0E1iw z4r;-mSK$Hy^eWsSfL;YOg+Z?Zn!+Gg;Q~#81O4YM1zwg5G==^5VfoK#xj<9kK=-!* zP2u1>1@OlG&#Qo@z=7@oXbOjza)G9Bh$$Cn3LNPERX|fX#FPs(g+olaK~p%ylp8dK zLrl3rQ{X`Vccs7sQksH06Sra)YK^5L0f@6gbfReSoIGf&LHh zfTmm!Qy$P1IMDqqKvUpA_W(2n4s;JdQ{X`N05k;-bPqsNZip!lXvz&SHk|X;GLg?4KxJ~^nbTt2Tg$k-2>1RIM6)+OgVuA-2=ds zlMQ0Z4w!NR2fDunV9Ln`F=Yo#Ie`P+-vTh@WP_Np1E!q7f$nbsm~sLK`ai${m~yf~ zOgR8kPT)ZIw*XCn1Kk7AlpSKq0h+QyOgTVPc8DnlXbK$Y{ysocc8DnlXbK$Y{uZDq zJH!--0RSMToS-Q?#1xogV3HxGz#IbrVhYSL03fEo90LGi3d}J8Af~_^0{~(QL;(O0 zQ%=zI|Ah{GcK~Vy0Ej72PXItnfk_8i0Wk$89RLthVA25qF$E?a01#7P(g6T51tuK; z5L2*GoRGeNlMVpLV+uBk^M92CXB?b#06UK{rof~F0AdPEIshQ1z@!5J^413%#R+K?IOza@Jf^^;0{~(QHVXK_^L`zGNe2ML z6l@eHq*36c0{~(QOgaD{reLEuA&mkj9RLthuu+_lMuC$K0Ej8rC{9SDz)1(dy(u{9 z0Jt{=C!K>6(kO7!0dQ{$PC5YYO~FYA!2M$iPC5YYO~FYA!2MevoOA%(n}U-LfcwW3 zoOA#{Oo2%U0K^oSbYRQw-}>OB0{~(QHVOu56gcSsfS7`ffW$s;G_cpVhT1225A&H=>UM3 zf{lVf8U;=|03fDdqhOFmfs+mZh$+}87^G3)qyqqA3N{J`X%sl=0Dzc+jeW$s z;G_cpVhT1225A&H=>UM3f{lVf8U;=|03fDdqhOFmfs+mZh$+}87^G3)qyqqA3N{J` zX%sl=0Dzc+jeUM3f{lVh8U;=|03fDd zqu`K6fs+mZh$+}8IHXbFqyqqA3N{K3X%sl=0Dzc+jeUM3f{lVh8U;=|03fDdqu`K6fs+mZh$+}8IHXbFqyqqA3N{K3X%sl=0Dzc+jeUM3f{lVh8U;=|03fDdqu`K6fs+mZh$+}8IHXbFqyqqA z3N{K3X%sl=0Dzc+jelmxbI7Ord_T_x*^W0hZyM%hbx=HHbCDj!bCJc@aj z*bUoUy(ycsj+!s7=PXxtd~VK#@fTQc(vHr2jynafP2@IqBJa*#+;+cczTIkGyAV7$ zJ8!@H{rYY}?=6#^&$W8PX~~^eo6ouYo#=)|)6Lf15vC;TW%b>w+kNi47`~D6TdD!hO*{mGq1YQsb-rnAYzTKW96(QbgyzW!V zdU1EoG^BTPz9x9v7ukFTJTb_5f1l6Y?8UI&_4yOM4*bX6c0RRtr}MY?vPL}{XJcuM=u>EQAfXMb7%->%hOrdI^V}$Bc55~?D5&GR(iQ_YE4Vt^Ax4Lr&{(oBkwRZL)!1-{O+yP zGnb}^`a1iu%Udb$JLgL(^UUFp);v%DCQj(BPkxw68h3h|r|NsJ@%qCY;|Sg|4h!`e z%(3cOsm|b@C0A|HA?0ym0eC+O@^3Z^{oDw%C#U4~}5^7~ov^~MU9p*>oM!TRCKBNjKBarGULF(tv zZ}W_gMKGz1!wrX2s+aq`{s?%Ha@j3NXImTZTG`8e#?@BV7tdhYolsw$ah-YTsd>)L zUiIy4^iFjJY0NW`vpK1ne|f5&S*Q1ze5}u_+8BiuJZw|rg9}bRY*^vY7<{UY)46*O z%IasQ52dH<-yMFRhsh7O?%?}%_~INVp2}w-M1rBtCe*V7J82B-jH;ir*N&t(d@j-% zRyxuK8IWcT(qKuD2d&N^<+Cvie)YBE^=Hf*kme(Oc$dACa-2 zX3pn$v%#Ason=6hWOfFr3MI2Z`AC7?nbbK^=fs^ua>lckDd)^`u+P~&$8%g#<#Zhe zOX3rLR}qRw49u0cNJmT|OwU@MnU^4G2#w8}`S~;WdsmC+*>wi@5nyY*)qZ68nZh}O z`wWglRS!>9pQL@JT-t^-s!rwMCxi@?lG3=t?MGCcSDpW8o|!LCD0v2@a2%wS^d+u- zsazS_yL^QDvXqq&JDYc2a-^Qd+jZ`F=nPz(TuNy{YVDkc!?tPa+?PC&&P{SYm-S*+ zn;z~sC+_@fX$TaJ_N;0I%@7&0PcOx zC{j{Kt%#4$jeJOL>Kcc1^o#{5?fbLVj*L4(;V60K{%()Sf@dEVM!=i6Aghl-J))|e zJN>ZCY-G1TK9|CReAdIu4x}owr2R;r_@Lprzh-ddOQic2~gU4fL5tR^ikL7p0`i`33RYm(uk#1GF>rP?jS z#Y&I{`oVcY_ALczma_xrzo{&fj_}V@D|2*0P5Mlu=Dr^H^@|U$EShpP57vJ)NnWn` zvoWwd`+5+~@d5M%!8_&f$ykw(!VfVBdhhULHS9amJ zX4Jl;IcX91*}Z{nQ?Np`JV%+@^&HoZ2=Jj^XtZZ~M}r)!Z;&uW&S^RJYKwOrnIStV z4R6Rk{DR4Kbnxz1oiWsOKGZQEhXn3!hdrtk?i6o7W3ThbUi7l| z?&npe=XOz6OFhEiD21t=Ieh%#eD@rH!-M>{$?~lkgSuc~O&fwxj`=0K`e;;3q$4o6 zeb4Pywdzp%nISjWu_Jqsa^fyJ3sdX;-8q64mRWt>r}{pVKBvs436!HaN*I=1?n6>! zzN<4oDX5wme1tjjP$`ZHaumxV)u1F87o%Qtne<{=#m=$OnJ!~Nkt=JVS)hu^-UDh=u|@<3RP z8Km7>hcwJsXM_p=$DthiMX%}@WKgrk5e? zfy=QkJ{GbI>Nrwd3h7ZOX2BjgGV5K2F&p3HQ>X*wx@dQg7J5nNvMro~qfgWzHN0E6 z>ZUhobpN2ksZuq0eeK(9u}xtNT?gvOF}?jLGl{D}%W1BdDBpO77^&|6bNw9SqRD?$ zXEI5SzzHcFDHVNYXOT+xd=_grq+;sWR9qzJ|7Z1gFa`b)cH+!=S}N5w@wv%ybL3hH z(%|YE;oW-e$(NFxYg|Bhm#}9)Af1M6{Ys3na9UqwUPnQV9UQyabH?R<9IV8>O_IAw=4da?K7 znA{UWL#EkN(dN|86368?xeU&oeMtC}b!ivw@qCW3v}kL+_W;+yB$)q+xG~>Bbbl4n?w-G2qjzIen_=lyI!EZN%~#Snm8-$rUq}e#-hLvT)0p;8Pn|9713vmf+V9A$FO*%aezJfVC6Lfa z53fv)kOXB**rMlzvSW6P9xg;n%-Yu~!omx&Oc*b8c>eWkZpl|j@mIzMYxuYcol)hhguYfM zsgA>C|PuFKw} zBM}yNYCghm`9jLlYuR&*$F)n)66P>_e#Gs4ZXg{q22OS86U7;mCgZD((Q$6i&6ev? zp&cGW6+r#@{+2&wWK;(SiBq=1m>Y^;iNJQ@Cdgc}eL9}G@Q8NJBgK*)+8}TRE&Lo> zgQVX|@mw*JBa5=$mt%**?U=(G|1x&|bCp5uPs^a9Si)$ZXY%9F&^%TaFNd`Qt;}=p zLrb$<{U?oc%RtNJy41H05N{h-amr{48DB$0cZe@dewoX?f}r8!K1cR2ygvX*43(RG zW%1J^MGg%m$Zx}pIRv<=e}40veP|=k6+>HCx1u>prr^@>W7&tBNu8TcuP?L5)Z6B` zXF0m9=M_9yM|$LZ?qEky4s8-=Wb(u3Q_qnqan8W|Y#v-wknPMg_WBF)FhBpT<#5qwL z#m^cll4Knv`H*g?wv!p+r&`RuW0am%<%dZef8z&70ZrIHpe|#-%X0iQn^uLhZv6^|jFHZ`)8mFz8usfLj z5V(hSjE)zFP^v?-E%Hfp@-cuuG?7kV{6X_lZGwgHPV2VgM#RA%O2CWn9Y8KrZ5sT zNy`@>fr$8?>yuz?{t`%%qY!n0pm*}(SB^TOm{`(i7M_)}c}Cc<%OY5t-)lSnjCwXp zL~GNL&u1x>IF?I^=h9;1h^}-8YWQtNXcL673^}Axmr14H*l%m`!}B@3KOde+KkXKc6x96>5(YD0~V?; zG?Kt(h{2WE@9R8!?HO`}^q~wN9$YxgI76)V-JS@don_qQ(`NY;eO){ljnymj`Gkh& z&QOa$X=IapWi(QHNUCDB>ULng5urj~#}Stt)YFk!Q(Q276w1TM_-=Ifx#Q6sX5C?S z<{X(39}0X;dA=Wz79uF6Vhf;5NNN@45xWhZ||qW$rKjHgnUVsmr@kL{3X=bCB{ zuOOx~v}WHqlSrxfLe16%iOMCeFFuijF{=E-LrWUkXFdFo(3D_|>^y3oTZK!D^D@Tc zx5UDsrHH;%E%*Ffyw}PRhfE*$+m{2Q^u(-%pAN4O(#vc<`&Kp|5%E}fj-o! zY1($2!BNBJi+0cOs}2-I@6hTsNYZ&Bwd${uL5)5PFFUnFA+#AR-|M=xF{j-ZB|9kC zl&~AZt2wkoysl@T(#SSY%<;nt0rP{lHi--R8Oe@%$FIkZi>w8j6YC>YBg`m7^1?Gs;^zp+W# zn=~fjmf}rH4&IXRZPib?y5;^>vXpd%8Zk@^xn!0cCEGEc5&9uVf+a~kDq4siN{KARKgmT>x7*KHc(Ll^rek7eL>IC?r)o!5_@~zZ}e5HnjTeR2W?m! z5*1wcvm|nI0*`Dd_Y(xBB!p%Rk6$2gCZ;NGfxUu3Rg~p!bi)kcfTOn+U!a%Ad zw^?ysONxCH+f82<*-_GSTjS^rnPcUpIc=$m|Gri0@Z9FgzH1LZ<7awWBTpphFl=g| zw5BaQcT(er#8AVrP-2}^NhO|}=pL-!Xpi4E{K&easu!Ut0eyI3QY%4g#ml#Xfk+ZB zzTJuyq=vV2Ztr-rbEe@{9jV8NYYkeZibEpXx&X8x2Ma}Y-XSvXlFV(2^5j`;E<3e7e2|~@D9}a@d!#O(m_xH-qGCHQ3<*WP0x;YZ z;AyJ#lakbKK@qgAIDnqper}T3)XaayVt2@R&AwKbw|pp-#L9RiqCwk!u9DfR_YE9U zp<|vSJA+GxC{8~4o)LMYMXIW4^m`lX?s(Db%kD+f!r;f z^H=HIsb`utR2^)AvgQ0|$aZV+%PcP^8i+FmpdEIy%9+@`<=j|dLRBTz znzm5*y;ReDdTavR24Sk_ploqCimk&kXN&|>;||Pn#6TN6?bt_&(oO=&&S5_kWw+n>;>+Q*3}u zdwRR?_WytZJ}JSvM@T@Ye~BJ^QX(1S#RpaPQm+v@6Qd$Q&xhH=y237Sp?3G(?2~0# z#ZR}wr#LK@Qp!3kmcq`R)+M1WtKw(G4xo2xp3q1|a}HTo81(+ug|VGFQ|p&l@bZgy z>{bsCAtOq*XIQ@YUQ5u{=;r#ed^))9^i};*436z>XC@Yd|zxn zw;8f+x^oDu*ee_RY{o$7V`Y$nR=fhol&;em7q} zyx9W+E!zO4B*zox@*KqexU}WOfOL!|lSa0j8?s|W>P}GVV>ni>WAB{JbIou~*|brL zIy9_&U$HWK4r!9FZ9l@O3Ymghx$IId@`#vP6Z-;tUlPuYe)xX1IwOj-VZI!SE z;?kJhJ=3oBJw}j53!AXET7#zgc4*6)1$u61yDIgMkDreJ5V88)k&>C%9VH1nXX`|f zdR>=&9MxIreKmYx!?Mh^OVDNtwSPL)2yN)jZK~l|kKbnRMR(RjCoQ?jOTpxP_7>dG zea?>f^*5+#-PWSZlJm81ywp4Vg3C)!@PjkQu9az7yKx(a4`xl@RU0>CcuSKjN}zQm zj>xMj?H$_eeTMdA5~WYc5^m4tpJM$R*3@51EPMmZ*QS+Q`ZA9Gw`;5XLul zSdPuLyqcOa6ci7TYlS5k&81C>JybRzv>J$xBHMai`lqsY5{wK3gR&}MD6G4rMD ztvd}nUChke8tLTFrYq8+?U91Eyzs;(3zmSYf+VX(Rhe^qRs21q{m9Hi1nce-t?h6< z><{OE<-$4S9?S3j5Wvf6pomrQ}7da4`= zqH|nY-r)ra*DJKNR~UL@%=_DEOME%7GhAC{g~fjGmmYDM5#!+r`qY*O5JK0JrV8aV zm@|lD4vlb?jumUwX9RR-@o{lh#pmtx;?Xhq!ZLvm9 zKGD=vEqP0bmdQdNloX8;ZcW8uAk7iNKW}s7BHOsejb(T0SmYCq?@P$%7Fl-GQHw}0 zX+H@_D$iGlxu~{3f`ytqYn4Zmw3r8>LrBB*hb+puO5(n^jxrwchHraro?~&@Ad}2- z$=sV!_Hk&cqbXty<=_4$T1xnqC}i5AfPU1>K+9E{V~ap8b|q9 zX@~t{ht{CRCnZ~T*y|lODMf7_ZJ`tv=DTH@&y7zC@%&VUKF3Gil2TWcU#%6K z=oK?Z6sN5oJG^Z>0G1_Bm*!h*Sc-Y%OVb*Bd!?V^)F~Ztl9od57ojXkdgEjYcWIKNLQLpubfn3+tq~)D0kWo^ozi(FmM_M>A^Y0Ze-89D)ANUY$%RfS8 zS~kWV;TmP8E+s$Dpfzq6XgOf@NGvQUD$ramtb(ED*NwXTm=debMy_}-G*W~x<+cu1 z30fieOj&B%qXjLg>R=;%+x=}OFejufXKXq0l}tO=OAXpq?al7?bQ>PAaki;*y(L5x z0Z??wa~B3q_#ysm56U1PziD*Sks~H6sKCtCpZ8sq#Q>OXFRlV2u0@$DCAg~?_f7sI zR_aLZGWV?|?yR>y>pDppQOOWB#^k-od$S)`hiFT1Z7hn}f^d+;3ZN&|kc^Z+n^iEJT~^#x z(g{luPYZNK+?5Cd%4K`4cl8>&(ZrsJ{UHp6bCR@?9JrPs5E2NcCd@UT@|YriZ~?X0 zAR-lbFL=zENpewDHi)t_*NZ3*Max2EYbt(@002@H?~dcj+1MhmH7LPec%K12Zv{g zl~nshTUD(b(2LXIzgKE4v;2g7_xQ@kR~o)c?KrjVDr1IQjxnfY-Hd+%Jq?$kfoqB~ zG4Ov)arG^gKR;WdHLLLKg6b7Xfy$<&t_0y_-1bOX#VdF*N-;&dFXcyvtiMyndv zu~)n85n*e!M;RHQIht`)bP9B+E^U)DRvtsv-RateS8|{$l179Oe3F)``h-JKt-9K! z4<2E{8z`M3FeO0;p+Z|1ui?wej6}@G>t4%kEB%D3$fYsu==Y%47us*aBHUH1^@T=4 zPX0=ICAY2Yq8*A*xk6XqVtjn1O)@YHhSChW1GjZAE08JjePcV-T7s0M3I(|7u0}=IwKehsm{74xs%%rhNp3{t&|*cD09qSj z)CqP?4H|n5qxL8|=!nSETb#+^L9qC6x~h5=d-_tgcF(Dtx^Eh#Vxm2GBo zCKK{|QvXp^m9qdgyE?~RJ+C?r=DmrCO@R64Z7mLe7{2q)JrLK^z4 ztk`~=C#0=L5Mj{&_K6$=ic@h#?Mo$`HDpSk(9amnu6xPFLn!ZPV940B-q*h|&%>fM z*9XcKL_t2ZRNYIVM{fAzeJ{Q2R{IJ6rCeyo4`H}up!$TVWzdKWmKH!(Tr|y?SbR1Y z?wpC9=}r#xjZlY;NnPo>og<3+Hn0drh1QU<$dACdnd5w;<2(?^?K0Z`z!}0K0O(fj zNEs1LD}-cvdv)Y|8B6}Af|QF6_3@R~Z)SwL7H~AU=-Z4o3;+`Ep_$YaeHggJki$zw zAnvC?p(5=oevKWyhC5T-uY6iYa-slSD^z1Eb?U58#F*rQ=i8GZVP-QzC$Y(*hEu+M znw}f;^q4_vN4@V+zyp>)NQE@^z%^XVE#wd(;sXE!3R(o} zpiSzUyl?Jru}PqZ^H(uwfKmB6_B+#^uG!2tdRbOjwlC&DE9f^W@@3yj4#X3h ze+LWgfim;ut|`hO5t9=L3*37UAScIHD1L7NNg)5@8W#k(TnyauUH$4g4%&t!AZdci zoCgrG;W-rMVkhhi<e7KSltUDc|uez=IH!EgJ|*z+%n9bJ>f;V+D;$I)I&( zUEnZ7v>q;$L7}pgHt=Ze{G>q?_6m0AHmGeeKCVS^Duy5;*`QlI4}(c-ptDN1s{t7` zQ~?1sf;bvn>o(h6NE&v*-tGR{VEy0^Bh_5CT(UMs|R zwPF5HR>DjBA=kkmGz%>SFzGOmys-PDE6uH4EjMQP;!|nADbd1_=TEl`2DCM{!xA9Q zu^#Qw42+S^_p4;uG++WIeac*wtKZIJ(N_S4i(B2xj1QI9X)-<;XZ{taHlCNm4jSIC zrpH#_mo&+PkhLG^JUk{iDb}b zOkUt3)-rlDSYdU^U11oh#)5=6Wd?hGgOQ(O6N4qB_$d>V)8@nO0Q@In&_DyHXlZIF zc^f=FBSO&^ck>^9`@|~2vR8AU7oR=X-QVQbho%Z5N;Y(Z&faczS1e$L%mO{dJnnqI z8?$(BQRh#PE#-p5eh52dCYEb{Hi9ULsE;-H=7fHsnCKWli{=U7cco^V#kH-F_Rc4Xw!w!n z&`GNTYDM>a0GHqTY5;2&1`ax;yOFQlDsj&K#U0GGkm{2^TjK0>Iu3C&A+ zbbEZ)*Z&#ssKWfIBI(ry=2(9QD}?T7>Cp3oxgC>PNBvdc+@Rdf!^%Fn)eN}UQMNz>?P z%5g#UQ%4&&SW<~E#o z%ES7JM?^Nu1_Kjdr|rlSqsaj1Ln~HXaXu=!2u!G&>?gYd3_%;Al-J2u;01(i92i=l z*sGfLLoVWhw$BBe?KA@PXK6Djm{~W)MOh@eRN8k?FrE>xq)jrw8_uhrC>Y>CkEH=F zN($_`qv*u5J)%sZ(>r5&M z9x~D_Jt#WhH|nM3#t;Ou5^5HzT`$hx+}SyMC|3 z7Qr~8&KEffVigXu9hWyvLOY$7P@$BA;}bd?=SG;{t(p1p3We+7!5o)|?2C z!vXd9?Q2Vel8JJkBQvK8s%>6c0eZCRi|MuC_w*HEuR-(FJow8rgfcEUx(a{)LwDQzn2C)yL9 zxo!D}jMaJWzoI+xa6fU31;v!=qrI&hb3?;hzI1<6ug^t+xSAlQaKiCNt^tat z!WVK=XQ3^FB)^me?Mu4A#$N_q=%^u07`V1^Te>dt0)Lta$^ElxQKN&rT)DK3RQs;z zl=#^59_smPIm^AN^S!-4gKjFcRx40>i^A@2Vzoh0hf__2dYnb7bwA3OfS|3U4b-R` z0i~FiakINDLoLONNNqYpfP30KY+=F@rnlOP@v>;&CUo(nX6+z&Ic=qoG00CTYH|6$ zYl-3832LG(OjJJlkaiz(iy2W>k`E@n5^?wTFD<%34ywk=qtA~{2pQYGMJtAbaao|QC*0YfFeuK%h0CKCPpbpw8i!1Dji;8 znF%c8PuXoku{8wVOL-=oAy?_TocZyE2A>-?42O^^E6;sGjkZ(Igf8Y$_ZaoVx$;XA zC5Bree|}{~(ancDrt$Bza@{Es@RGwl!XHlSb`VP>gjAKkSt@p`VBiY3@3aAXZp?Ou z%xF^nICURN9?LW`rDtQcIY3EGlas^!L+zD7y+tXX+i8%d^(`q_Zp&J?T5VS{?we}Y z!4cCgm0|bPLcJ~Gt?I0R&+&aXNctqdEmuiJV%QfM3SvNEL&#uE(bjbtnnH4QJBwU3 z>pCQKpK`?w7zczw>bEl;pWC|qw+4MfWLZ(B>Q$XlM@qsR+4tuTrN3PHd4S<6c`0kT zC1ep6%h&6L$}W0gH{U`#5>U8IeM<_r%GF-Vy3AsQz{V<4ldvBFwHmh5p#j%k)huk^ z-wK+$qKaEu7S-)fo})}}KAPlGo(FBaX(+T!`!vxaHK5FJCxc+sTrq;9$77+e&-O}< z8f==8wn!n6CxwOHcvtfEq#U)oY94)hEL6#oR|}h0XQ;A%8&`Ez3G}?Q4iGf7-pchi zlr05-lvbOCIE;wpNZ{Fzt-0;y_1nW$js^Iz?0F=EMLp`p>MsePjvAhx2p$MropedJ z}@0xINS7&}(Nuh^!bc`0X4FCbOfMDjc{VvwI z7H=-o0Ahx3eC=gK(S<}uU(SQN;{CgMl27uReKEH_xPIo^;KJCt`Dk(R$X^oLh^}iN zFG;y=?c_F_YDvcuP=tA#O-bK^O;fn1fKfzVHOh^QM)#O(dv%52pIbtJ_ip^@bbxj% zxBJzaKK{_I3!v|S26`Dky<%}9(ZT%>vCTKiSChc*Qpo6@L$lS^1rhAr00kCJoBNfW z^eFA?NT`$# zotucZq)xt|3E(kW!JL;)fwzLW>4F651 z*Y-_th3Dpxf1bx#ef13faEj3oe_-qPR~vxtO^BJESOdB9Tvkb0EF=>7ofS3k=$}zF zmCe}yNIgJhrPPlxUlQ)zwiN1l^_GVp3uRuLmcvIht-v>&4>jsLK?&9*rg4Mpd^qzO zel9?i2o8x!)qmusVx&BS1=5SF#YT%NMv$+{(22PfZW#RM?}s*Uch7JF6q*Gxn9-bJ z0b5h!)Rv%?E=`C^ZK?TC4O*gXxzQWa&`&SrpMG;n5-ybomwq^Z1dL&tctmlwFc!+3 zqUAs@!qfx|RkR@&ksw--t$%vw*D{E~I7-|Jh*|Z|aE`^oWr48UGJtUU^8_99lJ0Nr7V~rw(@||q`=k{n{i`6Rr7YhRPHtLKTRT1Sz@Hffj3}%;g zt@ef7Q7hN^cnq_#VI{P10f54dB@d3AvyXukN$CjJhO5BMZPdw^UPz*?KsU+8&EdCw zmWyN}gX-HN;i+Zm(SDe)RsTu0$^9^4HFE!>A2jg3B=bX?)*4s@S&&>lJ(_qAGJ(3- zz$j|3MJcCg7xD5#B;tBat`zq}&GaHbfHgt+EulIxxMUjiWik<&ga&>-n5BI2KE<;#`vuGTv`l< zW?(Wq?yJI@pG%fhjzSCk?IhB2Sr#YCGr0+l zvTl?iV~yt$hBo|>TKpE3V*2E-X!u&yhB50*kNaKR-P;W$Ku7X520~9MM-j zeJumJNQ~xn#51)5LmHPF@=~P4p_y`A^H?IMU4~k8Ddu(>mdrKUm#WWhs*<<@8FB+% z{=|~hXbdb%QIap*W-sPkC+H~YUS_g-vnnBks{>FY27OF&S2~e?)GT0&Eo|~d8aaaB z*4v+CU8mWcTjAUj_46wq?$eu-74o{gUX(tANP#Jook9&wpmxy4-nXA`A)%wGc3i$w zXj`%vH*WPd4RUFb<14Pi*K*eWd2*lDwCbr!*!H!LTg22bP`+>5KgA60UP9yFj=JfKE;-S52wWyO)AF2@~A6?)$46{x~Bk8cGwsCC0*p zm)qY#Te)SOh*Zb@ZTDrfFxmZ$b0>H4Al@MN$_8SMvdyLnGG|x8$|O2}dpDosRku>X zPhHRd9BnT&vPkfw6E2$KHojdI3MZq+vF)t!s%C*l&xICEelxuTU_nSd)CRIxE-hYH z=o&Jtpmt-*kpa$&8HtOkNaCIpfkKMDzsTJLAfIS~u00!h$4 zv-3|Qb~nk8KeX1Gxl~QmV=uN9oq3~HcYj`brrmSqp>p&bLFo^b53hDMoQ91;X|}pD zXy-z!$8k%FDVN4^o|fT=t#@Ven!7yh>E=AD-#O1!+vi~0N%7+w#pyDtmuFmzMO{21 zYZUMdW>%w&0f0i%%xStf%D7ef9q$bd5yze_Xaj$Er`?~Ar7}}NbD{Cy-u;&DHw^18 z53Z+ibRL?J_1oe6#Ud4|{p_L*yD z$R9d<))7XD1ZvZo=9)`fa1Gb3`fB!X4Ejk&8gOucLE5@axG)(SL5HF z*{K%SU=G-VS)4$swRKsZqrFilOU2?H+Mvdf)}P6J08~E@;zmbhcbYOZC3rw4p zdtQ4ZnkAcQx0p(kTw9zF_dMF}OjhTz&@%C|5#v-R5ztBuqGuEw)7)_6- z7A@{sfV8Zy@k?BCUG3h?sC+?NPC2(Trj#csIkayQx{}JduHX#kn<)jJTr2v&PCrEV zYJ^$~_2fT=um5!T+8qW6P*aoFRluYi?gt6{N_QBdOdV*!j^o@NEddZX=12$o(Vjsy zojVlF9XBDukthw2z6ogrX~SQT91R6Co5l<3>p5h@()oRMKh$>gbH({`D6p)1es3@i z&&z>oG+YqJ8@Pf_arTIIjYL_hNI5HPH`JAQiqwohHi!{$IwvQ#yL}-UIDC<(5Da?smq$-AfiAFueR77^&!31-K2OZvqFsUJNZX+zw%P!xr_=yb|I9yp1-+ z+qLPy36cGGt|9X28OmBQs{wYDCQ4`n=R91P3`euBQh_hunXE9@K10+lIV6e6+|Hb} zOGT;&$f;8G*(Ga1glzE?cD0Go{Xd5RqxvsFj&VN*)U!{dNQ&N$fp*5FY8>{7{FnQH9 zl}&E9qFdsg4_&oE}z_FfPT1N4P`z$hPypl zImvKhcUq+B(4`(JLb_dcPZ-*lQ+UAg)*R1;o3mp^x`#8g4TKAQe3MZO^**Ag(1v@i zkk2FZvo4_Xb=y=8r=x-6_U2-rf^gMWce|M=iukc#s%~-#iu#GNIX(AV`I2QuEF~%h zse@P#>(-ebU7+wscDcFtXHO;MHd4w(oY3fm;P&2rip-_+L&f90n)0f#N?n;V7YC(- zVMq&gq2L5IiWE$+8QY^$XVcpf$u@SrgG+?4x&qclyX^}0`FhHcokJ9{4^K4*l1Vqr zH@ul5|B4o?a5KlPIr=Nalg5?EX{q1ISAI^Qjt5MO?6>G0 zozvkEf5%?Ya{=!}n)6Y7MXEUpfiTX+e&Ct-NCLb#cS!f;g~1=(z2DoOL(ooU*1BZ$ z=~v6qDEXn~TDF{;pqP9JGkT%YYr4z*!Q?7FD>R61+G+99V-&SK8#OKTyXMl_`{f7i zwX6^wNNA%5pY_jvH#D%?66@=Bs3ZBP;!hTLIG02%&PWM>wzu;#aG-+9E$*o8OJgpU z5XI`zz^hR-uIr>3Cl-uHOeXo2U!9iWekK$fEu5cUwq1EL_iWApw4wQD(sRcocX|o_ zwJAXa&b@1DvT|V0%<7{|32$vDYipsGi{jP4kllZGgkkWoNy%uj3Vv z!Y9%RHRK#Lf@xy0<|Wo+$vYkW#Ce@kd57?i>^^VOC#tqWR{M*OqkZLqEYkfqET2A< zwYFLcm8uxBg$|re3bxccj}V6wTI-IMkj|Y_vxkSIf9;`aH`l4I(Zk-z> z(&dvFo}Mc$NV}dhG6djdxiMAI+AYB%EsrDFL#&Tw*20``ZGRP;uVgJ}fC@uClJv*1}h_`Lz z`4C{Ivsm%luw`Tkwih0lKU1gSS~p=xC_*C}^@4x}op3mG0AAX)P}PYWxdqLj7z8mY zcJ2UOb=Xx8tQ*1nL13~+u!C9wZf5$}H$!Gu97f2-qfvC1#t5qkNXtQ~vMc3yUjc1* z6gflu+u?Mzp-f%}vnrtkw!f(M>5&OQDnH+7&Ks^mMB}cf%}Dik8{MEZH^LD1d()qZ zKrM6IPPiqwlcW}8fgasBQ$mS??V3*sv<_f1YtUTDSCu*0rp8j7%}%yK#}~+$M~yH^ zb7B9uA+Hz9eFuCf-lPEkA<#d*(m;E0p!7i_b=bgtRehJyJ>>DQ4}S_Etw{!CH#`*D zLzO`^u4hEigfuNzUC3Oq^v^CIQp3J74WGkqTEIX-P=Eo|h)r+1@1V(E8U_b_btbp_ zmZmD@%SkP{!S};;a%WHB%dDva{+fLP}Qo6gO8|g;6TcleN3IC!*Hh8;}cdxM@4fPy>TM@ z7?oBfVyhU5!Jy)2R#@|_Sd`RSi7lb)gR9^^KJLe)!Tle3=+-#D&61pKWOh5!56 z9BZ%>(>;o&I}$C=fo?VXkS1~}T;$Q|<6-fsrLdR#b#GV_MC88{fn*O?XZ~+kiI!-?0m77XSkwr! z;7LGq-A6}*)AGTCwVx7tQo<-5`In`Z$`|++eAT&p`F~!>6+}xP!$gA%Vq1&8_-iWe z68xIWmY?#$lb;^)>u6IMh*3+bY_2pbV_zAf8ph0$nI-;G`a)y3bQBwV+@Y~O_irot z)#{4HlrO{i_Q}_zGu>V>(!S?`Q|bN4cf~`bmCIF@lrJxzWz@P=Vk>N``>>(oOnFf4 z;yilB4GXHi*|T-G#e07tjpq~j+^#o7)JB?8YpZ1J9QgOu4}15J@SiSA;LD-YC3f$a zmi<_bApB>2V`f%vLGxQ?bggyhk9Qsr1lV&v8Cg|i>5I^MG;p|$S*5A`f}f!aEol;X zp5CmwEK?;);F}MA+W7@6?ac2HM^go0tjv`{zJ)KX$kV1ywok4$kpA*#y@fHKylj`R z@f(*bPP~8oJS+7Q^liC>OT)?d_|D}t`9O9u1BQhwKq#~X$sGKg()*)qE3wk;tDM;&ye|}_O%2znrR!HQz z*6^ux@er^4=#7vCb%7646XsBwG|@vpVZPsKf6d$WpHYqCP~^0Y2$D1$%rdAjb}3gS zxoS(_87!z#r_Uy*j1s-&k2({yvaVEKty@RM_Vt*GgmG6skZ=4W#g|dLxk5>rG%SoD zyFwrFXmsg|Lz%)YU1R=x0(g{5mqMXXO10BFmPOn`sWv!Mb=wKv%E16$0BTt)R!Cpz zXA_%)9K7-$M7Ki1aaC1E{8wMquiby;d}Op)rR~Jz*usq1!J%4xM*4^Qc1Cx0;cQiK zx;2=FV~sf?w705cSXgr{;#Dd`*)vx!qp;wNRD;Pq5q?C|2(hk8Ukuq^i8q}X2_eUk z(v_zUFtdi)M{>8FzGt$5M*qa!cqRz~upf9m^0eBo=E8zsdA6`A3U=+;CN0in9NnF-&q(D_jd6vo%z7to$hjuT)JY%oTXkBqN-aV7 zB9Oe82HqC?&Ex}-PgVh`VGL6&{UHl+dXmH+^WhfvChB;4{mhSBs!!Dn(9kNRbCv6Y zlj5Qnq_I9LVbyfGQ&GZ1UY}*p;Kh$3^tU8we-ah+rROJN`32J$^yK-FWYQEi%oZxs-FIe$Qncp2Cqgi`Jd!MG_2( z4x?*jP(<=G`YZ7w;_RweW~PgDRYG2n1w8lp9K3>W@>Z2*hU4|h4jp(utbUaF!u zb=J)rL{oK^-CmtW1x{LL6P)uGt(_cNMiO`AV<*VNb2GWqH6(JOL&%K#Vr9vFsn3=& zcWCS0+k3~<777PR)Ja>53?Uc#)35ebwS{-sNG|%Fc;?+bmi3%|HO^)*HHOB?lCd_t zfS46#t;fgs&Q>~y+46ZKHM`4Sq4aLzC)JgTPAC&2<`!bL&NJ9FlEy7{$qmiSDV&1{ z+0)o6<+$>Fzscn;M}MzQh|KxTkkboj#i9@!3Z|os7Kp#z_%-_eBLdGZql*S-l;bls z7Pn)ygNmbPA5R?@IOYuFOys0#=Jn_lCv7-TW>8lSpO|qNwWQKwnq;BqKdgPeU2)zl znZL{RN_TxeMu}O;#4I`R(mV^}cW%hh_JR%Fve+wQriEG8e6`qa}`} zi=#7%60mb)NKR49YUOc)yAu(yO=Bp2BbkwG@c8+ZA$iKz8R_|q|3tS7pepa=Kv0@= zdM8%y*6%ycZj)KUgS{?YW$WNG)0v#Ilj3FyCt|&HSKQb^Kok z?uts-0jzeL4{5NkbQiHU#uXTKS7`zww^=S;>rf^$*eUaIN>#M^g>S5_t!*^DFR%*x z_?_fp`|D96dDo|ifw$5h1_Ke_8#)D`y8mh2J}8ubprmksU82)6Vx~9cGtJR&uOjVv z(U+HoKuYNsb3PSdVT1V`@nNa%PP2rW1%Ap&Au20bGk$|5Gg$!eX(jNN5wV!PiWgEv zRtSEdF~5YGm-Lyha5wmnAdSB9Bo#yFV>b-^_<@6+M&Y+iRF-I4zr^Irek-}_kI^${ zWlb3=?PPZKKIA*7GL$i50+tm%58jdz{D~V6%%wZeF!?1t@b^%yfP-S{Ws2uhjQw@y z(Q2a3za>viIVH13FW9*{&T~i*+|8a4xtt<~{rdWwO`-(E-3SP-^62v1$M1sRQS@R}75Keu$q%(AQ`rJ`I!Zkq*6YL8_;IX>RRm z)Z?mh!?+_P>5r}RS^qZ|>r<|#Qsjm$-Kxc3DR-^DUp!Dxev%wtT&PMU>=kP8;BmMc z*f^*v_cmqX4Y~DQD_=4Y>iQ>`6^-j-YSOuB8|-`NI^@|<5T-FWE0M+Odas9ZZFO48 zj(feeu_sku%R+1ZP_!e_d48_6o2$@wz#eDEz!#b$G_KT_^^3Scn2q6zU2<5QGVx`k z=<&C-jRp4s^Y866H1lVc+qAmPW2d2B@ACO}cDbTq9v{!>Lk(V&+Gv!Tjo2MH_TpIH zecMIIHE+en5iYt&HJfd{4GUzPAJ0E^fA9xI;^>ASIovzB$X#LA!#tnYjLD}UY5@Ho zy@L=hmZY`?vo^5>fqKXnzr*q-5owX>cAO{!9#>V>o|et*2N@IJq^pcaRX37TM z7e2lCI$WDO79?B*w{M=0`C9y#YTPaocD_=kQtZoVh1R^riZ>$)sV~1yU zKfG|4s4SH4ts#72S!GT(9F^?w_ZI(OQbWu_@_QNG@-LZ)Q59kB2v+0i1kP`gb)9Eg zfE#WKN6YnTizupu{4uXZqr)QHGd0=?S?rk0FxB82cR4zIbK} zI~C42CA=8Cq(9^xnfEObg%t>wmqyh+mDs`ztlbz(8Q|lDMpNbnlO{q!nA=_i?EVh} zf3>cAAhsiPe^C3?eRi!b_NuDyryD2b7y-vgf>*UmhvFWqmxr@_zZ~tYXX9b(3KO<$ zimTx&8?9p3+_=zw$cHK=m1-V(*==Sv+sy~6-e-|fYLC~oQb-Mx4E5$@OZAh(MX-Ka z{4`(JxE&y&aWv*&HQsqS(_Yvm_b}EYJ6@QLB3B@T7(4$@@Y=_XC*#M_?rnuX`b_(^ z)HI){*f(Mr#a0zhi`wMXc6qVIe33Gc#0dKm6kjAWakTp8=PFV?tzW$4w9ZS+Cv(bt zpT8J}F&RefUL1av`s$*jBzylt|TY8BV>mVhPigjT_U~@kqqc z9kN%6i&!OeBdGm1s@RSQ!fM6aQ`8NT*|YS|rqaR!mMwL5&bk6)5Ew6(T&a^5hLUr+ z8&*14Rh{QZ2fwX<-8ne?%Sc^lv-?h3Uw)wHwQFR1>WB7$WR+2>vo-~0du90KZ-wEa zXFImqyc~iZlj-`Wa3}BPRGEp>&hzMWWP#0?)1UK9377$S2RP~F%4|>W;?b4~U}dN? zhuemqy6ZP@EYW=}4_yD906&BOP)Xcl<6vAxkZ$XtfxuGmmHhT6tqSdc@3hhC#uFk& z`~u65NAjewxb{?ghYcBW6eKM^?xE$iu5aH~xCJ(R|Hui>xK$DhykCvM*?)4t5|s6s z6SmKk^LKEl36=7rNS(=y10ntl@d__u#RiRyWueO}U+T~3F1+4V#or6&A5gNo zwI`pVMrE`mB8xKLr5G})%eo*U$aAW$3bNVZGZm#Hr>D#@OyS4p5fv(VpKE^;$2;DA zWL~x48(5maA?MGpT$FAz%bGTxC{jhd>b@{VU;6LJBex!@jWONZq!ZRQDtX9IcFATe z;Jxu3-Qv*-2OQhv_->cH;~PR-tNpCx^QQeI+FyB@UuLX2;!_wSX5D8UoeW;*2(}eC z?BZ9ftQ`BD|&$g^P8+Q0fc0&JSf}}l}5GEf2 zvz~`1|CnYPMWqc#f1cr#Hf^8VY7d*7yb?{J!H{a8*c)TKce9F?Pb1B~lwg>N{-dLa zJcE5KFekk>GXC%}7Bfybi>3W*$;c^7Uc6cP$ix|eeM=LTi-X;~;DY{9M=Y0y|7-IT z_vW?Y^vH$A&sG>XQRJufPfcwmc3&!0-Y8H~GZ!XB@OJMR$=lf4CX-3#kv2sC%c<8j z_Nm&`J$;;VtBj>_C znYMuiw8mvH*BhJ_1U2cp?iqtgb0L*on+$BEjmFO$ZUH5(m#z2*;bJ(XmMh6yY7%

uw8ol1$EB6(2Dp}TU4t~K4k;Gp1G#(~|+i#fZ;S~mU%+3JO|=URk6ZSeZXyd6}_ zi~PitbT6EWR$ihv?ntO;Mdh*@@(2se&q?M9QBR2)#=E{>N_vk+WN*h1W$}bs&-*q!!eRFV9r3T028|TeWJ?8cb|uN@j~h@qz z8D04izoHp82t;b$Co-bSe&K#z^LXD@rG;GexK8wB3h~oH(a9dM+u6s;e|3h1hjGio zdUKT>sfy%hNQ-f+@*iAUMYqYG_f5INzN1(qmyT+a{Tw!wsK^m}>_*&F;jj;PE?p&^ zNI5_v{nF1%lVe_F8ty-A#bw9W%7{UuIwO%8S4k9Vd8q;q(;-ew#V-?GUN zDNj~yWRgi@4-$W0^_V3g4XO|8!A+!&i9f^FV)gfzS@DjY)_K>Kx zL*jBx#55GQ()Uz>jX4NImqH?K^fPNplY;!q7+)WeMYM1APwLO2FoEBku$`n$P_4n% z7e94~q(@9*Am>CAv)FiG$$0$u@}rI;ZMW3>v>mIJy`b?}DbY(K$5Tf4xf8<|I-Gtb zsyuBu_^2jP13c@mjfr&?{v;#nFFI^JL9SMwuT|T`9p2cAm!&EUKi6XQn7Gz_eKy9P zc`ae4nJE8L?~SwJZ^bg<%34}KnLo%)3?JqC*2>0L<2Swzn-q*^#AQydl}e?4U(*hK zGxEsBns>x%6X|@TRcCMEV$$t6=`JaU>0PD4-;$9BgB|2GgxJ*AgYR?QTxsw?oI%e^0%^$zC%# zn}wDUm;2l_km#=_E)v?>uN1@(H}_NaCxQz!F8h{f`r(<^xaM3pCc%TzVqZs)ISvR1 z^NPp3i`yP(R*X1|)Fw7jt)9tYB#a}DYnH2oUVEB3eO~Rm9eCHX^|Uuv3yVVeciyn& zKoFXRLqQ(FnL;^EZVY9MP`SZB+5wZX-EDqklHXj#WCNJwJBhlR*y(aZPxyK>*+wJY zXgw5YeP1{&U>L)}6%mfxK(7^~>wdwncpgu!xsUSaSC4$Geu$>`xA27Yqh2wgKISq% z3~R4VM-y8cX92Ch4(c`CHIhT?x03eSHhsDyvZ%>Yl8*jKA)PTvd2*QOl8Tv?Yn^;< z3Krd$%gs6_h~9}0HH~?t_M<|ry~_%DrCw)Njl_S9MY!8jV}V6(cOcW_1k5+d;tnSi zI4IeguwM90&E=#tmzgcXCcFlt@IL)$I8wG)9eh+!ALW|%rK4|yZE!V%16iBmFQ@qk!g299cx( zu!`us6*^fl%=jXPey_5SH6cR_`DC2G>DR}N^L$lZVFTE+<*JEGSTizA5?SHaM0*ob z43jL*d&r2j5oHXC5^+L(YXZy09=zc%v+f^HTh&PTTooWwlChc(u-LI#p z)TE@r6n#4z_?Bk5-btnXirTeLi^`j+tui;|!xMT7U8#Feq-iCp((?!fj}6$EIx7#t zO9&f3lu$@`Y(+ck2>VZSB{uw$wR`XrS;r-=SHSmho`ctGL{o&9LZkMZIrDGciJ}RQ z1SMyx0eBSS+n$uP*UxvbQo4hl6?SuePb+-X+Sl?Z#Zj%5RgAbeNvY4camw*d*e|9~@#T8bSR!OsU=P<(f|5fj1f&{V z%;iXEgl;qx_&3fPOdWpfk=5);?$o6Wu%u$D|xNrGKxt@6mYDMp1*V zubC2E_Nt_Gd_SMWchtilfi?(9y8FXxTWeYAn>J^H^cguKjPhIYeB8C?hTZJDGfQDb zKY_{{eTb6^JiX1u<{TS6mOOefq)@V8fSzl6YP1@*pY|pZ& z@o6s-rugKA>A#nNai&$(7XN(5V|Mv32bDOB{VOE=Wu`odCptRR#b3VVj-q@QO>nV| zk3!(;^UW9yKBB>cF8p?AnF!0WrZ&*zY?!^ImNbUZ15--j~a4j=s|Lr z{M%L^dGe^H!lUZjB$j?S@gKF|r&&WBoj-Yq7tQrXGG;L78=d;n_`{#o#pE?=a7oY* z7rxwY{5BciZ7}iLo}F<%pwie=Lx^K+y>LCAa^5jwsJn{k&trwl7KfheFP0~U23nzQ zXR_R=+LmnB7SC&fD-@6n(N*!*C*uSA)aODbtR7n$TmI8-{NX{a)`9TU)#JO(VJJbH zxFI5IhQzalJN4jQKAMU|#k$7XUDP?33nE6~J{RC7a#42D%mTTvA^MMK(v62F)>pP_ zy245NcdK0%z9vrsAbR1q77RO=M1tx$;@X3DaIzpo=KQI zYqan}jNtckttZnUB#c%HP~QFgy%P)HiB70%*)zSpDP_UAlU7%PPRelX&c=+&d7u(hrf-PNiL?`thK{f9DaLHD*UNAtT}u)Lxa z@skPTZ_?j9M@G6Y`>3gfP`1N7=5or|N=b~Im|eX+%tLhY&ln|;U!R4jMl^4Yl~G?Iid21)|ie#DFm!pL#;J)1sf94Rlb( zlxK+|MN`L4OswPS_Ns&kXwh+#@j zRA#48=u_A>SwO5<#$_(yxcRdqq*z>YV;f>VbOYJM`@Av$ca4$slu8s8G7h2M(k*bt2zO~sm^8eJ3IDci3&c8bos ztqv-drX;pu{i z%AN-n?#cI4@qf7R27hE`C(<)ry)P4W3W4)JG8>Llvv&t`_aeB~iW^a{CCI3(G{ ztSk=vw*Op*3H*1fi@gL#wE7A z8bQ_aiSpd8gl`7SjBPJ^XIR-#mOYrN+V?v*hK)yDYeTS^4|Cw0c8hLDuy<>(-1DI^ z`8=eTpK8`yI7a?d2DQfS%bpu%7r882r`Evm;)8ARbqDPbZjjv@~yO(;g@rJ$a=4BB2*O*>X|jSWw9l zy^MgD^}J$kEc|5(?xyIk-p39te<-)fPSD~{%sp-NCJW1c7bRd)YuG-c#Avq~D4d1G zFL4d{zKuV+l#=;Sek$83u$aLrBs+vyuJ0Y8pWIKEt}2%2@$zq(&(1HngItp-{TC0i z$n4BwyQ)v;mKE;(PJ^#=wy`oCy44eQF2gtdmssUlk`o!J&$-{*#ED3jrCi}<#Z!<&b_%JkRQQur&xa$ z_-r9eSt~^Ep2F}^KfOjTyQ_CDCAfp^ZmE`SW0)WwsZ0>}N}|qq+mK!wKQ( zY7A0oRooDjgzBQ-^k3_(q(6K{utKDY2=fi`GKHhocNsWm2RawB&R>g!`}JSVwpWZq za|`DLnV7ELjUH->HpZ8Za7@2Ckt0o{cmCEys#B?)m@nntz8a#|{2?+=kzh?qbv;6N zJ^q4@EI8*Ui7iHf574jM`-TPr5oV=__nVr|Hn1Sgz08sk!+xBK#m!;kT&|YuU#b1MXZiI(0gcxT{0C zHF>b=&#(SDQj%W6$kcm9_n?m*hVb*W&U?6zY*D!75RtiP!vBC_fTb62yn86Yz0e_& z|75?ghQg_gP>LOR2bZ74M?<25adMcQ<;{0uMdcZWjK=}1&*U+^*7;109&%Z(V;#|b zr+<}%DmAfhS?kp8<774-^--Ox9j-4h^+BWWt|=a3Ml>Da({Fl)=RRksLvY1fQ7Gze^AKU5$6 z!lKahrV&G3r*?4S%y4p^{qhZUb(jEiADmd%xX(a{n0lIf1u+No3W-EdOS<0qX^mCWi((iBpWkmLl$0t=>cDG9hN~ zd40bcf*PR1_>N7Cp1*cK7er^Xy@yQKM}2)<~=7SD~Q=?Rk2 z2U5PBt$QBk(%`5{aJq8|IE=;N{W^WB%6{IIe;kIb!1vTsSS_M948y4^Db2zsX--%H z@nlhnwk=Qp`js%BgA{U{8k{PlrK>cAynI7Vr`ATuOzlcj{1I0?PQjX9QTi3+H&kjs^Y1o_7zN=9Niwe zs$FV3^h*6O@aDtxGB&reMBkq!YNi8QVOYI5e-FtCL-#<+wso2Dm3=&4P|_DpI7`S_ z2_|b~s`8CwAWdd8CEf9BBTjwhAu+j`u5BN$7vjqamouRObgxbv2MsZjZxa7z3woVk zn|wB{u03=6OA(C0N1ABWuCO^KaBbV_9K!m$ez!t;f=y4vS>*B2{7b>>f7u!Tw3m&A zthz>%(NH9^Sc(PsNkUyH=@NLh7p!+#Dd~29(*Lk96{@VG`Knj{Fj#DUCM14Sm5Nx$ z!#ny%im$XylATtf@iq5?bqQbcy2@Z;WkeRcni#%Rpn0);C|27Z&8NJ-Ms1zC4)ldj z7rmHS#N}-CFM@t%W!9jnEmpp5VqMoX_vIV=;;dIiB`Sz1-{d4V_FZo5yS$h>xz8(Cm#mGD7uzSG??ezn?rlYkbtuKJ~nlC57+z4>7Ox>9~t2po_|l z+g9jQxOXqo2z~3R*3wPCE;I;xxF0l7lo894tNOp zoCRMb|Ls_W@XcLJXTEIL&7bWMjj=2CkB)o8$eTn@O~d8e`%Z8bf;O2wKM6Gyt6O<4$mSmMXudW~UvJmoN-9^w3cz#xdC=TKkDN3l zupH<~`UJgtXo+HFS>gST#kSwfIVXppv8G9t@$#3;<(;)U{!!I@g*)Oh?F`JAO6>FB zt;#;+<5&t~G;AwlzlRSsb)t)_rBO2cTr+~}-=TH#YrUQ(O5kuXz`;Xm4U438f4^@v;!PLnHV3u~y_ zbq12Gy?q!*{V2?Xc)c>RR{IqB=#@K3njH5)=Ox4Q{wB6xRmnpEmWmHB@-px{qvf`o zrN`@iD1Rv4a13nko34v5D|IQ2yXJ0eS#Cyj_)LQCf?X8#yG%aDBsx^@HL&H=?ZPsn^rW1 zE-VS5CtJOmk6?UbgdfeivbpjvIPq>FdSjsT<8gD2d`18XRj(jHOc=hd=b4*K|DTAu9^+I&Y#@>7T7xHgoE^OuculT)bJzmAK&KxJo%@WLP+RHZxi>Qm`P> zC0UI1{E<%?0_ypVWkHsxP3Ah22J7;xC%C(fScegMnM9dPbe{?}NJ+o{IU`DOU^Ob8 zSGYWMoHM-5i&4B)cz|l~j6>~Iw~b6nYtqLRWAf|=vAJYDR-_+C`-X*|qShz!+QzGZ ze4@K5t557?V~X{M19eXxjMW1!$G$P%gJ>!)vp46A^;itWI57hYup9NQ(xpG{ z&6DlU+HFLs>q#-8hp`+()mKv0@){Cqzv{iILMa0=RSXSWHVkZT>(AA)HM{!vtOW(o zoOWll_8M}(RitK^CX5@)cRe7OnCW!yV%FfH|M8WKm2r3R*~brY{ugu(e^y4cs)z!= zvXch!3Kb7%hj%%1|H?Is?R{E?~y~%5f&fks?@m-afooifdL+~`0Mo#n; zRg3GNKN&}u{>>i`7bG7}scw~0s3Ux#603Bh+Ncpql6d=+X6vyn`7(JhaIdB$Px&Uh zp$K(zf=iXF>mBgEyKB~hSP+j+h7}1BiL;^Hyjzrkg+(BC?Ouvmul~q9WeH#*gq+|8)Lz zpj1>tRIaU(wxqi4VI!3~2~ReLnfNk?jJB3f)X2Y3ij~MhdcPQK9EVfcRa%7^nCWU0 z+X6>VLE0d}$FCg9^Nl^JGGdRUU_O-8!}V>sYE++0yo@8LthjI}dMA1DE(XHND8!q0 zuwFex9~?nmo;yTQeOq-sLDRA(SY4OHN*zx87j=ht(`anD>9z6TF%OkT-Zbzl>20J@ z9Ip)R#uzfB>h4m7dwbYf$_RT0(XoXaxHC`fPxeS^6n#!zn35;ieFf|vyP2xFzDIn}vG zNBzh{mZ=g^%5Zjz2KDhnd&|Bw+nZOenydMorHY(s{_9}vZtt$HI}m^DdYC$n-BBwBrC5GGmEok&h@-PkNTq9ZXOiHcA&w0DfY zX#SC?-VydP>KcFDTZ2#zcqnExm$aL-RbYF}l!%Ajr(O)|UnRXO{MZx^i+B+TIkt2E zSms>Neu-MYT%wY%k)SQH=_WQ-dd_4o4senH6c1p*QWe&u`kzNTWr|X6cTzA;3Gjz& z1iDFg6StCw89rL#_VD|t@!K{h3OQ}ab5SdH6@%$b65Wbs+8Qg}m5NnIGzVS$NTS1D zx>+z@?~)+W^I%?miZYKD)8EU1ZOKA6-3A{ybFVuVZMdLucG)$ zB0pQ6#GXZiCS$ClBb_}{;~Xph@@Fnje0`zmZA%=2nFIp1{-+9Wcu|HntXlVp^E`VD zeN~Oa?CvtNO7zQJ9utX}#9T4HqXE@hb9{$yikT%t9sTKx-^`|GR4XZSBp zj?QHQbFoXTlQigyHRk*ix){svOk_Kff5+t;cq>05`@i)#-=aH{XLaPZ{3iCA=_`G! z&d7i+>Hdc_i}>bX7rDXhz`*|Ura!E2+0Jh*QE-_))V9_apeHm`#2g-Z)g%5{_5aC+ zKffnpD_nb~QqZbDxF3C$UTSY#aBM8KDEvV&N&iW2*u!*{zf3b$n?DeL%(r91*v#^5 z$7`8vaca^Z{8jz@s=?}wnXkIYoXL!FCR6@Vru#q-znS1p*7|{q9yXs~ZMC%_NzdBM zH<8seD~CoRDXK#J2A{Lq$2xS9u5D+qnep-9ckH$s9@}LYB6I4(gU0W0j4RN>hr3<&aOGe=TNj;{;mXb-@QEJU+i|Q8H83HIsH2nv{a?Cd-=g6nyTa^ZMLI;hO%bk-Jdky@EFVA zBBk*8FWlLVVQclG`9yO?}7j9*_ zz8{n?RNZhc-|e-0#qN}_)3%pmrktHLb2{TrLc88oXG2KTB0=UGmQmQ)X-{hHjh^N( z@Luz?*arICpP37(tzz2i!U`VIZxda{xO>bYGw%)>T}KiZZ+_bqnD>kJ1m2W5W#Ht@ zExkCOr!`OUsO?gI`GCyD%h0L+{GX~864S2Wd0m*iiP&~u5{l207}Xk~Ch^sT&LGO~ z8;2!_ojXgY_CB83iYpO9y-F?1-0x+HzHg|Om+iOx$>o$CNv1uE?*+cH<@H! zL(L&)`HTK&HNCT7kNml`wPI@JpoxER7PS{P481LMuM)*U|Xy}s3{@QVEvzGANzST$ds2I3Q%M>ymDB3SQsCgUPI#~SmkcndP z`ipCm;TCM_E0_FT%iqrzR)gbzYMoS5Z-Ofo>XL2Wg$N>RpcnMrj&Q@AB{#nE1{eBf zQc9AmfBKtd#KxPqB%8`!;Js85c1Ox1p68M{^%~=K-O!cAHrBq&!R|}z`e_k4r)Y5x zmK0;l@=Wz)K0=H#}5S$mS3fT6McST)lXD!*cy@hzp^*63PDc1a60!utQ0%PhM+x>eiYHWmi(|?S;g46Bd$1N=))#+Ae);t{aT$Fw`)|ke(PngVi44D;X*j;k zSrJ-5^rg^t$JekTP0@1?Va#gGpopn4Ra<+90bbWU^|yvz=J=@&gc)8JPRlt-sTHUEY zan^D7SWk)VZ^d`d_}o|hA5WiBJn{4qr%^+96`ND$fu);(6i%H3rXWdSdBw&4` z%jlp=tnaBX!7G6-8~Fp8c>V_|>MHYi4kQ@mSuc-XpR*w&5tV<}GH8j23(|VEhFZPV zk9zo^Q9MrehcG$p@0ZZw`82|o5No0ZkuyvP#!}sV8e6s=!x&qhDooGkJarr{HcmfIs743Ju6D!qiL|x-si@r2OREm~@7z z7$Ej`Ii@nTje_dhMh|rVZQ}*-KJkQ~^stq$N$!+4vicOrm?bo>p%-RSm;wKrGJkt<1+UHAJ%x$FQ<4_9;RaYRV{kWBPTDU zc6ZBoN51i2)ST}ID!EbwH^Df?P5uRmN$mW-f%xkV{@6opB~(TMcjYN!|B1t*Y($gg zQj-=~#kAUa4Bemfz*Oe2>KMA(eX}1FW1^C`Siaq5<(N&rsb+PN*3<{=Hj2g%737vX zQi816|iD+4^dP&nSGrWdp3o{NcL>s;ftR>XupSV;o^jOQtL$g zx80IYcD>&Z16&cx)Wx^QPk#-4a1Jm2JYcN7SIvU{+2QLoe?pb=jn9tNXWfVCTpgEc zyv3n-|1N4Dgm2v*;fL-&pb>^~wW-Oiy;<-xejf3Sk=?!kxJ@j_hsXdcJ%~nRY-&+Z zFe3?_PB=nu*$vi&n~NN{T0HR~pvz<)CWSf4Y+dMb95)`Uf{t=lkKwY+e0rWUHSITP zOv(_VP)lVru5bLMWq>39k30znuAL+@n~2P0sma8`aF(?R6DwYr(2;5Co6Yv`{ej`n zv@AMd6k?&6B%Kr&(gW^IQHk$gNL-Ne^$@Ud(-gdx-E5Otn^V#9b-VdSx~_;)b#Q|E z>0O^vG@%#~N!IT6YT@ROIlFRqW@;28;M@M;c?r_&g3F2KXEwnHKPo&H`ej{JV703F zg`Qfj>lEJ^J^p6!cBpA%PL-l7eG3jM#V}|Tx6?a+k$_7!p_(^<#1OTS*LHkh_IA^4kd%ebJPrZUSQvMglG;GLXyBUi|BAaJS3UmN1Cbkf!I>4yE+_3)&~ zzpb0xp*VcBUCGG1o5_FPV!s~A^d1`jjnP%RTA*&dQ*pojcb@aFi~dh>=G^UQ7x!-S zU2@8-IhBO;?dkEG*30VK)qk||CO68@YKkkO3hauve!Pp8=z1e-dbRoH`X7Qf1*a5- zm80c%UCZ%F@87g9)PC6 z?0W#30<-S{XbQ}}2cRi1`+tBJGzDhg1JINQV#*7e@<2>^K~o-xDKBXH|Gx{tJ>>;W zc_5~|peYZ;lovDwX5WtmO?e@vyr3yC`+qB7peZo>9)PC6?0W#30<-S{XbQ}}2cRi1 z`yPO%ybx0uXbQ}}Ujdo|v+n_D3WJ!!KvNjRln*q8K}`8TQy9dQ4>W~AO!+`lVD|r} z@PVc!#O@Z0>05k<={}1qkroilb0Ga}`?*V8E%)SSp zDKPsUfTny9Q-08t4`Rv>n({$R`9V`)_We0PQ+|jkKWNGiF@=Ms{18((Xvz;Ug@dNR z?Ejq<4w?e9?*V8E%)SSpDL=#%4w?e9?^l4P!0dYfngX-$0cZ-${vQwkO@Z0>05pX| zOa(wwIK)%{GzDhg9|D@fA*KSLDI8)d0Gh%frUIZTF#G--ps4`FQ~)#uX8&)6AZQBA zz6YSG0K`-fGzDhguK-Pf+4lf61!ms^&{P0oDhQeav+q}croilb0GbLyOa(zxVD|rC z0d@ia_oiSc0B~;#b^-wRreG%kaBm8B0s!}>U?%`@Zwht-0QaU~CwSnHMuD9Gz`ZHh z2>?J$!A8L$jRHFX0Ej8j2>?J$!A8L$jRHFX0Ej8j2>?J$!A8L$jRHHt1BWyU>;wQH zreLGskVb)>003l9!A8L$jRHFX0Ej8rC^)21U?%_oF$FpS0Ej8j2>?L$6zBvG9MUMT z699mi0-XQ=WKY3H!6A(TI{^U5o`Q{nLmCBk0sxS!4>k%8X%yHA06rP5=O63UmShkUa%D0RV_8&&V#1w249MUMT699nhDcC4Dq)}ie001!s8wH0n3hV>`Af`Yk z006oAV58uWMuDB+fkPSvb^-tpQ=k(7fb1#QC^)21U?%_o*;BAla7d%TP5=P1r$8qF z05Js{1&1^W>;wQHdkQuR4rvtF2>?J$!A8L$jRHFX0LY#Kod5vD6l@e6(kQSK0DzbR zod5vD6zBv1AbScn3Jz%$*a;puq)}ie001!s8wH0n3hV>`?oGi?0N~yf>;wSruRhob z0Nk5`odCeSDcA`B+?#@(0Kom8f}P+IfHVs11OV<$!A=0+{_2CB006`kY?J_`QD7$k z05Js{B>-s@*a-kYOu?J$!A1!{8U=O&01#8KQ38-gft>&V#1w3l0Hjf1CjbC31sf#*X%yHA06Kup0#2|yYJb^-tpQ?OA2 zkVb)>006`kY?J_`QD7$k05Js{B>-s@*a-kYOu1 zKup0#2|yYJb^-tpQ?OA2kVb)>006`kY?J_`QD7$k05Js{B>-s@*a-kYOu?J$!A1!{8U=O&01#8KQ38-g zft>&V#1w3l0Hjf1CjbC31sf#*X%yHA06PG&z3{lD^vm|Hm+JJ5<){mdeTj16s#jQ>6N z{|sZ@GA=tM$4zXLj!^&DrStvHAU~ zIUDiyb$v(c`)TW*cXYG-~P7^Vx3uP4e||Zu>p&``-TjA}V?>8qD@Jia*8PRUNIkj)!Fe zbN=1``-qo4w07$GNtR0a^=W&M;PdAtcGr2|pQgJ%$8EpGKVGwc-f^(m_tn^nJ?8Be z?HLd53U7w1=~4E2w`2Qxxa;#hb289#YvB6}eT_GQ|Ff7r!}sg5J6!vN_UA)b-X60w z^F0W?!mZBcjs4mKuk^|uH~PFB=5+%~hg^XF%7f8SM@_oOw{r>&P>-BNn zy?FgTk-7b_y}v#F%;VZ&yYTKE>GE~*JIk4?HER1&D`#Cc3%`?^{_0w?Sx_+2aTI06ymv6=vo&@*3VaB!NMhMf( z^6$!4n>deFthtrxbdPBMXq;(P`K4zbnGcd7mv&#L?&$V2(e7cLWpYPW64*`SE zN1?1B=G9f5Hk3L(LLA2n*k;&R+-g&caF4j}c))*!sU|rWmY-L;hVaRsr-%m6cg42f zF?7WuG2o`E#486lhN~`1=|QgB3%!Qj2Hm4<+oeoYB}3jn4`1W2e{2 zoLX5~*-6gra)6eiRm*&IC2sv*T(pR@Y0ZfB2=QUUkd`7ub+*F$7!^;0;a+BfpieG* zUtJbc5TlJf^7e5GD5UFD`}4`=npEXs2kKijOblm_1bn)f@N1ag^xheXn=_FryZXnFOyu!y8oP;$TH* zTA?wEa%wuPb?CLcKTz#3~V}zHY(}v2`Y8rC4<~<6_N%f=Bd*j7wl>?Yq?Je>h>03djb_c@6X&-$F5t|gl zEHtAwU=w`(b?Zp$y7NXFjYp?*Jbd@4Ii``BNIPs6l=2vRgUyZA#5>S8v!A)`-4mMT z+g@KRSr9e8>oW_!sHxay1S^DMlif({FX@4p7c-9zhQ%RGMcMS!7Va)4Z#v${jf?jd zaS}8o2IbZLA@tb#nt#ni?o2K$>o9mx* z$i+x=FWzdWnp^(mi6wq-489Kc%HSJArE3y)|Ck6;esv6e8flo0tBJcoY5Zws zRa?iQo!jrE8xrGG9`XXCP{NAp(<}M@b-R<@I*X@s^eAgKXXzV#7!eFnh(s5`qL zlM%Y0A!s&%V+b*q)&+^L0e5%#hk)ryI(1=b*1fb;R~#aE=8tj*h}Dh%_)w!I@ z_I~y-=9_lvQ5`ILr&ZD=@YSwOGUare zX{{lae4ZCx`UV>HA|vR8BDl@lNu(Y85&?rpOggh#h;C;PJM-^jK|)CF3*8KQlLEJ8X8W+~bN_Jv1+Y;2CZ{vlity}- zV#zi>pi1jl2?7=Au(4zp1V1~*5L?xldU=z=G-yeMMP)<~+8Dr>r|+*;9);Y8As;i2 zN?)I+y4rs+890{3Tp*k<-A>|)>g5zvp!v2*NNot51Fh65ANZ&WUkz5S`OvO-R&%^R zFpv86mw*Uy8$!@T{WG)XzFwHJ^eY(A9$JgY%%c{qYr>`oS;bvqB;vW%pg|*a5jML; z^RFJvw~b+=3jOTbm}lat4c0!fMu4HN&`hxqzt$wWPR+&TJW@f;O|n=o*aU;2_Y#Bk z-w$nl_%h23T^Y&?~HGIx_5!+Rp40g`}{AQ z2G@s!iVn<0PU1t1a~6&d%StM!`Uhh>koCIl`;hxYHYf(zuyh2Q)kmQw8fA8J3N4ei zT8AE?^d18B);a>{XKW`H2{bi##0{f)z)Y|g!A-rM=PMP^$27}1uK}WydZpF@+nl|L zOWn)M5ZvHt4vOuA;`ma|qII~i^ollq*+>2i-v?m_Pi2HLl`V+_CK{RQ#-4zQ%J{tN zl6Y#z-oSZqvxzh1MFj!`cl8UrhL!II-$DB1yxY_7SiOzj1)BVklz*}5X=!$qU;ki_T!sIfwnjiR)tR>s!nirj6-SxmKTmv(6_@H%u4UI zO+&1~QzDjba8HR+R`xo%%28_S99Z}ecp99h5?Q#=^k%vJ>N0qoiBbI^-_NMlZMNLRWoZM_AgD z6j4p%rb8EC+5)LB%{3TNZ@6LfPM*pzvR-GFQ$fUP9SKD&l zYLHLre3ddVx^(E#b}d}pxnCXeHG6w9$XO{ErhkVKe_tVc=Jj*Ii}r727F(Y8lvZHC z=X9o|OTU+3u6`w$e^=@~^)RNs9iuEOTqvAu1s`r!@I3!tVS{F5McLG6<1I(+ol;(#t~#pCTRAF^X5G#iM#*fVAM0^+!-b)G zR|+Zzc&XPF@U{2K99UdyqKLmeR({dDbySj0^*(iKjz@v0xN%;s3UE9n?a@yaZ-uN7 z-i&rShSF1=vXQi{Vfi@3vj`5)dqmkN)T@RZR;*i@{!)=GWSc7Qrb8D;>enC??SN?Z zhT=?HP*t zG@4Euo#4_X4=Ca#?}BBYkeF9&6%ihxtFtE<#e4}yfGf+fVaTblg!`DY_!q9zc|u|4 z9ckIfHHh#PMnh}4F?wh&eG0dsiJ6BE;XOAfmTh3Oj2-y;ob3CiPA!>I<3_29<8L`$ zD_0JrECI$9seUM#Go32*6^&+_)a+2gKF*qm`L9Z`->x|QGe~I}vIh9vsMfFEu;SOI zg5p+nje@_Mm*QP+(|cmi<7SRmBW!LYQNQqp!hSBk_5y1=UgXs8!p@M^<@nhbZv&Uk zeSAP)$avlZ14#O8zmA$|nGRlGUvBf%9=vAnTSM+xH9~$CkBwKq@p{RB1M8lDSJQLT zzR_R#vbA@=UfOOqXU(;~8=7}H9jNgmCwgBp+7nT*>4audOY{!{K^EFk&j(MW*__PK zSwB7pGY2zWef5iZgU)i=v3t5x#GppX(!3fTW%577^b1i12jvo|d#`~`fHH^p?)w!c zJ*V0w&|k=sH$a_7pYPqNj4TUYt`j#3pd z4RtX9+%o_eqC$ULF{1sA4fPe{(Q(|???IT3>R)Iv6xE<<2-1~O307wI1~!4uE}iV4 z+CnqEPjl&r)JKh0L+h+wbH%8BgF~&dHxIw?kFgw8vV42rZljv}cpC?{LkvP351>&z z&=#0gU1>tPPEhb=NtSHK@{rUPs)V4%WS)U9fpzyGQ57$Mt(rjWq&7#)+ocgIU_C$M zY8w-;-vp%fHYk#^U^(Q(zgw%&4k^8S&J{?`RnBr*`dYoe2j}Lk_l5;y-LXGu$abrH zKdO=e;5fcDif9FjrgYK7%d@?u%;Opd=<5p}zzrHx%i1BHL&1BI!5h+yw)w`?u>So! z0H0i@N0%PxXz=R(#1EXIx+Ux#O3Y(^9fgXV#D06ib_h5zj>i9}dq2*L!$86-Qus8C zqr^dQ;G~9JgJa0KDiAqb@0Q5I!*mTFglP-7xpYreD-Sj>f1AyS6VkNLBb~redN?Uwy|%pX1FM}|Zzk9R%e3&}X-Bt=3$V8V zY2~jWsvXm?DMnz#Ld-JVikmpE=M2~kfEl4b8|`VG?rtZm%o0Kr_$-BuKii8^iT!2V zuqlUKb3yWQb`)|$RZy70up1ETSr6eBj71Ex;!xb!;C>I76lmYxr@h~ zN-yTBd0(e9Bn$vxS>w&eK+zzDC8Qt8Xlsk{tEB~aG(4QejVN3}kQ^t}uRSI+IB))Q z{Px^ayiYUG?F9jbrUOd7%$^s1=yQ?c-(MOigc04?A^mVR?T4bzb~)#VENVmy@ff0VpqhSS;3g zyE<@>+oYZeCe`L6#{pcVRvT{<_^dIyH+AOik*PSczzyegu&S6<*+Kc^Gz5Hjh-iV( zHStQLY5|YPruk;KM3AH_0k<*RPfRqs15s) zL!q|Dz9jxfZxeYN!C*~cf}R5@$ZHKLsr%n~nrDA}2FVXX5Qq^7k1 zJofG?wcTMbAT#t-9~R@32pz~E0czp)g_Xq?n?GA0ra7K?^9-xMl!uc{!A@4-dyH-Q z)P@7!$gue~P&?Is(SJ38!RCy*>7{5qZXu;Ts#MYY^lk05{d%vF(e6Qff~wl#+FxIJ z!y(mVr+pYp%Nou%28TDpW7EYh8teG`bp(Po-6LToz9Xdd*%G>Zf=~6e6EP!F?**fA zsKal`Jde1KI(=v=Ikp5Owr8QB3C3*}E6fn~WLd4WXE<0UhLIPGxGlo7ihWYGGBt>o znOdn5tu2F-VL<;yN3xl)xH2n$Ur$e;gN;+-bA+I5C(tX)q53&R3Z92Rtrt5DyuF}n zNVNl+9yqRSLuU3ujB7Q)&+E4!;y%L)JuP;Dwx$sWCV(+Fu|RCb1z6eixZ{cXLf_SP z<=z`^x3y>9zMSK-!^*K7k+L7y)ha}F7{hs~Ua~W*U5&*W56#H3lx@`7oK=z>=^qu! zsf_hVz9L~*-m-dsL7HoK2eE84^|}ajX6qv1=EOqECf=slGF>}7Z+3nVJT}_p=!7+l zU*OrndvK7;I~vjkQ|w0d+pM^2nNG(XiAYQB1LXHyF+z%PMZk(Z0X~0FO(9PE1LhfQ zIIuXBZio50H38gsvK|qe*?va3TmTO}{A-=oXOShQ2g)(YCLMW5Z zWtl|r1AUNX*9M6t?g=E3)1O-mIo}9`fXxGjQw#3&Uxj<>PbnWosHBldo)!DI_VI7s z8v<^%jSPA4%Jhf}9I^_)qJt1NhG8g<}=cdg5+VUG#~tPJguna8fH zMv^Kgz+R9Y=P6MpgqBHLP#zmpWi|-3eFDUnmSl+0$r2C@CSz!*BKph-DDie{>eHvV zr15GZ_Zsg1h%9w&smHisrgb8?t# zJpqR9F+Q4?Yc1SO_4Hdwj#!9ly)m}eLIy5N0=?jqs6;%*K*fevE2fANXins3-CPEkz<10Ha}5${w#o z$gvw0B!hUfyY&1EO_d&WNNZG+4+v525-&PDrVeHwGvUxD%83aSYYuM(I#$TGUmCNB zBaxCOaY8zk;VVPnQkvKY7II_1=zuiLSilM|2rHEv@>8t6a-WV}1#FSdp$W@Lt>f|Y zQ*t^|yqahVv8eLmacgp-hYYPad4tso^WveuHKxOY1P*00TBVV&ttoFXtv081h>8W@ z>A_Yc?fekVN#pS|C|F0*7~>$w$wMN2Of!~=>30qYXaT22S#jgeb=)#FKTs!`sEVAC zLdbXr&=0zZt>5Yc|J?tf3zna84CJ7pG^-uvP9~NrzM6i^7(@*T!#C5=$!*T!UWE?4 zgLhyUWSFKgn^armoW~{HtK3c`rn5Uk6;%(cJs*j0=kG!|k?&13fD8qo+T{kbN4(S^ z^RlE3IV~Q4;wvxcC$B9W&%$uf4?OARv7Ac;^9R>9m1}UHgZLddAmp^2IL$x>=e-{q zy2;qJBdcsTyjPKKFUF-m5fDqE^ow>;ufb#miEWP+*LHF3&>(twDejw&-Gy2jp%ez>hLxMR}eI7~M2zj2pRbIeM>v& zofC>t^v&WcC`W&f)0$br5b6%ah5jk>%Vit6yo<-xfS*CT?i)SF^V4SdS4=Cwja__(m)e zFu%M&B1bGc7rj#2^j6(bbv7Uw+Jo_BQUj-u;VUxIAyP=2J;(O4<`#RO0J?td$S{Ma z#!*0Fx<13E;csSAMP9-0*~LbOyya1|@!diaph{|U93u>P6SXOgtL zEpE+L{B$J7F|wlA?sH1y3PX}ni(~~MnX3024}}n`g$%0=h+{{S#yZw4X!RS$hf-*m zuR_J)R&)rmJrcLa$h0Co!*j@&i1KoJ*|_zzTgPJ0pM^}S;q)@_@-(=FroJTwspb-{ zNJ=vlFb#r7%8Ec0c2*uPOoSCKw-S&%EfqN`??NQR?NvtK{5#npOOtyhiJ;J@Vwhmm zQvsyG{Y~t}7I4D1B>FB&MmSgGksdTrJx(--*bF=Y@ZQnP_FGnzv>GRFkmtN6L4P_m zB$77^S5Li}X@il#Q>-idq#UOw=u5rjh%0D48gy9Ym6MsHVC3pdUHch*g#!j-IgN4M zP0v+RvDTm~CWk~z0M~AFoQ;Ej8PQo13rP%8&R#IUqxO{6MlvK}3oDMg15L?N!Ok1> z3*N@7WyhT%4M2!=w5Z?b^D)RUUO1~%F9a}GB$=eW0=zybw5}=Y!_8T5Qm9r;kBKT* zN<{r`S0ovMy$VI$!eEJ)Gd^@Hx7vBSp-3ry+zqW~SC|mMEa@AXQuo;h8*Ry|Z8=O> z-k4buutI_l{BXrPc_)A zai3jk*s?AUUmpFrA8n~sECNx#eQ}`r8Cz3vi?HmzZVaE$+?!2WJp8f%3KQ34RLXRK z@v|u7F-KYTFco{zCvv;m#ppH+Jsv6H3Ed~DkS45!RVnOOL@L>vFV{CIFcR8=M{`LM zw81ID)xDti7t9)Q{hdVC}*_(;Ss~9Z}L&qJ%1kLgpTB8RKGWt?R}1I~lCjS?QSXJg*$�khZe)d69S5z$N z^BPIvSf_Enq93^7*3>+bESf%3g+{hgF<`D$2oGr06yT5E%0#GswynQt2g- z-V4iSB?vERlk^Ri&Tx@60?qfe9uS#})rJ!?+w*_sp!BSdNpWpv$LL)eG=zbu#}lzU z)l!~nc+x|n1L+Y|q(IA-%ITxu)}qT|jQwh1_M?Stc(0Fm#kH-D@LiD7Zw84bBV<|1h&if6MyIr694%9X zXVn{kb`yb=0GAZU2!D@hrr7cU$Q%%1>QHogZF|1$A!TO6=H4ON94Oj|pQ3GdUZ|cs z`AW|RvXc;8t!E#N@vBH>hlgS*zTnq>PSml}OIW;*S+_yw@F7Ct*o%Mv_Sn`O-pJ@r z9Qs&>mhn+meuDgU{&iq^89uW8c}ppnZVWQug7 z2(yV_eK}U&6uyn#*mO88Qq@aKu9g1OIg8&ok5qK`>4{pSCIpnt;R^ZM*+dY{bkZGEPY&y7r|jnQWvuU2g7FP#*rWmL z%l1kFSeSe5GIHeVHVkx|OH_U7Tj;ZO7x+-F%HWMDJ;OH{C8_jT?I@D(k|M}6;B71@ ztwXG!{G^#-Vj)m<0k~}o&yLMU?0(MY)@CW&-}MyfjIC0{diQmt3|-Hg{YJdn*E`L@ zh6o>lCkLsdaDlb?^q4Sg#f^Mg`h{v%h$PuFuFRkyYws5iRdyE{_6m21BCq!>G5jQygmO2aPv=^=6kY8ADs{ixt3{3Wh#235+= zw;FA&_0Xj`gw&;)0^3=weor*SU5&s)n=iTho_`(pyazyGjK2Scpz(7zd@u&8mWBCz zQab}*yJ<@1CBZRSuO~iU+RK}}4{O7&QX&>Ss$M)0$UD0scTN}~xm3%d3eNe~*j>IS z9`8Ef1+KTjk-+Yy974cu<1!dI*)-FWo9^x#FE{0FQDVwrEp7~r2s(aGrX4l#owyG9 zLmfidB$>!x=0)t606MSzOc_FY9L%zsnGlI^Y4dc+nnj29NVUYZjl4^JHjF7~Kr>&^ zj>oo%mC^7f-Pq&>sR2c5IbYTd*wR*9s)qF{JE8TmA^Gg2ZbEW-%k9#Ku6dn^h%Vvr z`e=6d(M-gxHEz-xH5PkbzNyYiCabeiYs+ZyQ0KNtpiE<~A(?iKqo=Y;KNCOkmBpJO zGkzw99X&qU=JIp;#?edQsO1XUUhKVBLM|O=D3s(a-hKejS8$eN0T4>cSero8C=VncbMQs)0XAV4SB;hFEX5 zjoBl)2;C?0=7hzPJDa}+r{<}fAV$A>er@>sY}pAT)%?ahEKKOrFQ#mWx?sX~O%X{^Z#Sbs@B#r5_MWFQJ5E;NKAmH3i{%7ge`Fzs8}=0L@=lr*p3RHqj--XuSxm$h#j zXOU`+HxKg!*U)4sU=a(-B3gdc%i(6!)S|_7yph3AzU_wEm<`JB?gIOCS7Cdt?l$A5zy**VOsK_uBQOiWFnu^;Vdb|XHH4hues?z|vU;yBl$NlZ=>d}{n zSHWLS|FY%VmB2LWg40!lMo7_WQtzE=4lQLz0aJ9tV6;QCS-gqX(V3z)NB^7#82WL1l=a5xw7Jqh2=~yDgwY@yvr}DLK>Iekjz?VM)?cQQ5 z61Ib_HH4W;QA#L zz~)Uv=_W3xY475^yD8b>t&@}j%q|<0VCSRKij_@)o~rKpzRs@|<43a0U==6xBYDDg z)~y_$u7Sc|@Fz{tfL_~%kh&tw(v97}VlsHwlgeH~8VWJ?Y(2&FaWQEf<_xlNs_&?UTwO;^_az1c2fSV!!~Odo#ARN&p|A@FEp*~(~( zoO7Ou=w3Ju`WucJVL<6JwJ&nb*&K55MMW;Wi0ZcesGub`C;N)jjV9mDyphR!A|nCD zc#l0{@8EZz8pQ^lXZeD_whWLCY_Aw^)B`0#C82)=5b$ZHu+@F_j7#1<+M`}=!5<(A zFLqq?qB9G*Rsz8%e+oMHJAnRJG78HbbNMy1h)CeEMhE~x;duM_J#D;qX-57bUN(lq6X~_#4MaV5&|tq1 zaowv|_ywralWLu3-o41Hv;N$^qce23rmM;LAqD@D-_;*3g z8tNM^Tf}``x?QkZk-j&rfm+hF?{q!zG)q#jH-RB3BZ1rlnGmAr9uxhpa!|FQ9W$h8 z)@gdglA)=Zh_onW$NITbpaAo6t==3JD$wpRCl?%Gde>1t@|{?=Wj8#fOwEYPmN8U( zEEsTdY=tf`d;Nv!V_s7f>Qx8V>$UL2|7Vdy3K(0lJE%#k$h_{pF&&DMF+=SEVz1_D zEk6DJAHRRe8;jev?(C8)q??28wJ{Ck~BsPd$TsTX+{y0ahbU ztk5oA^10s6(RY4uQ1dN(#@z&kzuCd18434B^ZVU%D)`!KTBr*Wde8V6$w~Mw27`=+ zfZ3rgIlh@%h%X%+L5DmemgMd4DIwm8Ujg-jUAQ^nl?4jIZi-4>BV1LfOUsQUdBa+= zXsqEc+t5K9v=8KR-0XeDRNIKVy5D;u_l;<9)|n^cX3#iI!`n=jCP4W~V!}__8M7;8 z_7B|9o)ruSl&=WPXnNtTI=Lgr@-l^%2>1)dtBaK;GOBVXeU^`{u~nGJ zq0|zOfdwTPUy^RqDkzxF|ClU617!@WxLL-y4(;hSR+%M%J1eG?Lfc77^9YdBem*pwyO)8f#fOG>moUGq zXQ!d@o8CmW9XHOx$o28ta{AmPP3(@~HUDvpPVpW&5{)}V;K^>$`ySdYEL~RkNfVJw zlTbcA<#i^C3#KQqX!*3!5cy|T-;b)54ZLTP*`UBf|GTc&HhADoarp7RS#$Hwzip_hMuIM!#i%bb zw0@`KPqr@kDhI%_w@w>omsmIie7`kG%S9y-6fVi{t(tQgD>AMgX@I}j%PD@)2n6Sdbwmu5>Gbs?77@pfhd-P5kXL9@b z8A2o8uF#SZMwyaDm;)m*VSOTO*%o`v`>X>e093F$0oVoO-Y>c1x0PjMAR>9@q;obL#sS7%$EAy$&=r#1TAq>zPU7&$r&?fz#fo{ApX|9q z{n5|_Z>G^glD|clRq8v~))YzFyzTB@Gbc5A(Gp zUCMeGrlUg{9H|gyGdfizFmjQ>NZOqz$ciwG^BbNC1HgjiFnD2pnzPo6;x|Q~YjV*I z@dYBI>`y9-Zy#;`qE>9VE6m>z1eW6Fp=WoxD4QyhYq%31SjlC)hj#~bSQavb!hQj} zfxjzP@7y@}C`TewGT^E2dva0oXSUgR&~`3PTioftWl?C+77il#E4&;0<1MKok_iB+r4AkqYp-LF&eJ3 zeg}q7P`_))8vA>bsU!`Gl3Hm|+4t>fXT(73e70$8Wq6gA>5fm^sOFQ_RqVUKV10C2 zj4=Y_de=8_F10Gdmc6M_=ozw{#sQ?%w{SB*H^@EMxt(p&<_O;4o0E4>ljN5^+XQ;8 z)K~6MHHk626BqM#_und-UKwVuF_y_K6hpcLdr)PqIM|NX35$~gTxZ~`2uCitZIA7} zpO^ATczsL;EH{eEI`rj|^vvT3<6%O&dv>YkwUm)PYTCT2^LDUhq)#@uC94Q?dxWf- zvqp&}&b70|Jx$Y)N~>NHhY8@+oo=_XBWX3afQOV9I~MFrLF)ED!)Ays=~v3OKCcnW zFD!H%Unej?KCcgoF)$S9tvo8P@jar-Sr&k}Syt2aY=UngU^Y$+xQ`80N zR$-SQ&I`)QaCQmjON5(MMOR|a*E8i}p1>fa-#fSCAfK1Lwk5}inBJMFsfk@ArJ z;o0ExyO|#V=pC_#;;mVyLHeswBr+dY3@rffqcsto8;So8p%=>PQa14X7}dI3$1{5^ z6+ac0`66{gA|csK8@;=^ZuM3fPt6$%;d$O(Ilj0SocFlJz*&*vo9nSEx2U_^gm(sX zqP;OLEgur+SLSSu1=MjBGf{#aE>we=A?J;CKT&3fvt$w9aWY-!HxW`kWo1W4ZZn0L z)BdbQQJ{#k1=B8?&UHTA&^~G6XD^2+f!)eetvL|m6z};YQ5Z)7W~I8~b{sAfuu%4$ ztPL9MMT3n}^FT9e{-ETQ)bLiZ4&TK?grD+uh6{Dg*|=%V5!0k5u`kN));Qx{bti2^ z%ka9vhQzfTIktf%V8DY$b zw#-C=W0>5?b_bTP$Czuftp84U%Z)N8#Dz(UPX%>cf-FeozD*+6G+?!p9pTNMjKR6uJ{N!!(L>uPt7)N}R|xa*oHtZO?*79A-YH?uz( zfG7&m^d?Tof(})1`ZxG-@oQvp*rXpZeCH_&jF?h4Sik^b*>l^9v=rCY*+SHsdH4|D zmDFXD)T0S>P^QZ0vQXeI*b}CJYKkC+SZ#plrs&t|Nd!fGla+oIH}2ZF^I08q3|zA^W3n(YkE{7+%15jbBZ2o7>!hl0ZV7f{!AA4o6U>6krk8d zT|ZOBEvY#=>=C{+3K%2{0)KAO0j0%dLH7LpW%TMMY`$l0>c)!#=26YK*kyOE%1ozN z`(kLZ0=xttngy`V=xSU-_j;hRxWXNYsF!7`a7~e&CUBw`116?cKKBgKWqv<$uE??q zXJN**JPJ*u`&(qy!mmzj3x}tu=Vs{qyta?Os~ge6HhfN8dw>}kKBzC3r&n6*jv9QSF3MNPbmatOzzqm_gz3J&w&o z8LkuTyEd}p_T_@54^)mV=(H)o>^v#Hey_sGh51Vbe%Q$F&rpM09_K-|bHaAF@7eyL z)WKnpSw__JJAOAS_R|f0klJ#3(I32l+E)xr|vAbA?pcM?8a0OgbI8EIX$HZ|K4!Pr*y6 zX>72c{oKUaZMd?X@JXv%yrURZK*NhCofpCRtL*QtMqKm0+eE@GiM#-7KlMP#o{PP) z->P>Rnf#vn!4OFmy>qbNCV#wxYfT7x=FLHeOcUG>Kj!Un4Y`2khj@n7(U{ks?X4sR8 zu;h?aZzoOUndP%L5kP=u=$0Oon;=$aE8A9OrCm_c1$$>r9hJ$()bt4{@l5RD*Kb?( z>$zv7B&S^&;;?dUDIaDo*yI6RgTj_BoX96|yLlqqm$$yoXKU%}ZxuU8@x{kbf?IJ% zWVmCoSowmSY{hKb>avN~SI1t{Rx<*R(0Tz0O*B>cf1Zo|E@r=sTtyu!N5OY48l4hN zFvd#1?2jjx)yo*g-}mZupY3C%8l$SOm@Iq!P<4;ApKRtYktfPpk|qDj&l)!$Y!iF=gA-7J6wB2a|wy6n{`Gj(7}(!M~~ zMP3nGa~d~yAEgsfy5(ABeeFTkN|(4`)RfoU=~t5}c}+Eh&*3&|MYsgFh6HWr@XgX&kB2QF>L)s!LGyVeay#{&r>%};tgVk#cy3;ANNx` z6B{@vY3I_WTS7E0l`43sC%$h9TWBX~P_`T^kdgxKlV0Qzn*HsC~^4X|7KbVjh%xTU#+tE=uJp2%pQKJJ3cspGmo)$@9_gfT$h%15 zEZ6Rq_s|LlDy>CX>(&z553PLoxAg=h1ja(?Jfg)bqvUX07bR!k^$-92yNEKV2Av(P zOrK05*G7lSVrion!9!9hx81;OEL(f?o$TA=Y7qZblwH3=gY$-T6iJxY>#T#VV*<#(9>-w&9 z8vErN%84I4o?P(CcHO&}2J<8mglSKfWm0w-MTwUa&#`m8hq8*0BB9RcMN%jMxiFk-HTwhi z@}P*Xz&C~(6UFUv+L30@JvuL+BgY;C!kXXEu7?Z*9f1Lg&>R^B~7Ama+9YLiOR9X{s3X?-?4o$Vb?A#o zqV({>xXZyw4{p}7Ie6wEKWm6+Nuk**x2Y6c(Iv1@b*Dg8Ss-=M!f%jGB&|qb(zU>E z#|@Rr55a9v@y1r}A{eO8#)$^4ZZeXrNxfYdxb}QEVk0VgyE5{iY2@G)r?|-0;FQWf zM9=~b3`a#6SEuo6H25en9khaXIwK&>$-HiuQ_b$Vc&CRRAiAUpKzeiCF+fmC(5S0>8Q3N%O zLBd`?k|S!6414Y{cX0y1>Ec15d0IyHHi<1|INMUB(1E|R6F0x-L6mGezC3>|J|<9C zkE|{~SWpOgDA({xutiJmy11KO8zUVy{&W&oE7xSH)%ml^_?$M zD2Y9@*V%q1fqchun1U&9bInOmQaKgjo2}vEwlWT>g}iNJp9Ii!g9CGLSFotC%4Mc$ zTq0s=5GwpSsFW*Q;)J?35bwLrnp=M=BKs!kk#v(E_>HP<# zdpPPss1eq3AM7ZLkt@#_;+S(1qv{R%GDj9C-R&j4VV%4$<$E^Qd2i@G4(JbU5l>&8 zM?-1w4TW;5v^M3Q#NK27A8T(J7G)Rpj}9szpdc+EpaRmMbc>=4CEYDZNjF0ZiU{SGhUEhaxkOv6rhcw&C5h$X%v;A^IG z>5jyk{9V_8?9FgrFTv~CX2IT&o5r+mz^HAwn}oib_o8X}WhLjUqIDw`*T~3U3lKE- zJK;X>+v!6j+tV8ihE~`(x9=FAc0Lqi`&s48laCe-X~sCAI9pdgnVkHZJajnl#LD*Q zkc070>aE3?<=@rsV^di8U1&cap`3>^GnR+#*87E``>mDxtQcZwf=RWXy;AY>0H4-k zMT99;Q+-_E&0j6z7JfOOUYQAnm-F?F zwk40twqWEtx%+dAn(R`M5-a9m&+lzfcP`P?2jF|Hi-l>xN>l>81zr~6EI)8i4G`+i@q` zn3&f$p6bMf4HnXRG*)Lz$6B-lp|NJrBCA+_d-4h4*hee3f)?!K?`Ja3^cJZNwy(3_ z#+!;v9N?yM;x0+W~X4CRt;BNtV5=v`&Rnkd|`Oo+R9gm!u=AXy2_nc9Zd-b*|T+9;$Y| z%2y=!Ca!k<%4?^_m3XXVz@$E45>(80%9a$H(Ea_LSm%p#bzWJw*ao|%3IB#wg|lrJ z;*R8HN>z^c#_sp(5)@ymaeLu4TFh(r$Q$ot+Un)8NPoWImC%1_k!OJ5)ZWnj8&njp zC|sqgR=yCR+i~_AiK%YfUDQN@RbRxy%tPGuEi0(+iCUnlj(Y}rF30mOa|(BH|BAru zJ>Cd^infKQReQbK{L#6glhdUw9=Vq=RX#3&b8Dyybh5 zqINP*iOM8fYCdd@z>wQTWnaW+mG4Ajv|VO=O8ymxUEQe4F3&3xpy&Ga3tz~% zkxvk-I&(QoUqG#zx<&XtUv2-B_r}d7Az|c$GQS(;ljmRdx~55R{{EfdXWiG@87;)t zQZV8lcsIjkE+k0Hvhs`vxp~;^8hWa^l+jNgPqA5;-kE~j<19;JC!Qg+D$f`O=o8^H;UiN__QFS?`2u=9-^)sbW zuKk!i=a~9mOkZ35$QjS)R)r-}?n4Ghw(B_>+7cyfH*GpXaOYO!L^C)h9%v$_=5$^? zxwi2pZxK)p;vc=nZ5F5`&!Ck1B#9sF>r?anb1o*^*{v#^3*q-Y1Dd&rcuZo&#kTa9 zTE<&N=f;NEcF)t#bmnkOIOH_G$pr-z;Px0W`N1yVgtNL_r8e4Ub}rmz#<+#?`PZML z)95d8SB8bl;>go({N~>kzAcX8#rt+Y?G3`7UKG#M4lCcn_H5-1yMxh%*V9R$GySue zAXLnyxpphvD7nUcY1^`!=FrroFW;8E~kt z_a?^Z4z!-`1=yW=Mce-n7$z{UHs-PKLppUihtGSCbSbl*b%qca-v6cUq#NB` zow@us=TWUH%}M93Qe);v3SNAn_a7}jR!%(Xjv0~ z4hxrw6n}udZv0toO*a{)XsLsnB6BIwIhZkL#8Fyt{;Ejj*dS4kREg%33!`o4Mw$Yh zoS8-eEuHU5)CYeR$MbB~6kZ0G&igN;#(C~Uo7-evVY3P;_zgC2Co53H=Pu1AI%tI+ zDO+CCN)ekf{(m$B|F2ukO$(bBpaT#8|90l)e*UjT(EqfyQE@hMy6Ff0uPHY!r-sD` z(CCJj?>R1~l!=9zxzl4FF7W$n3nxcK69)-fYdc$;n~vcEH~qh@Y#mhW-W!{6zAJ$9g8cvYlPZRZiAhLEsLOG@GuN=Uw^x~P8v=1>6czQFDmO{-xjOwu zNOyL)Inm&{TV*+cv>|~&){=hz{#|C=<$W||MjzdLzSDql8_R08Hryox0ukR;Rafuq z>|9x0jVw9do-s2w|0Z$^0;zY|nGL-8Wg`p~RtHlH=7Pl@hE}OMxM7a1I zkXE(~I{FGv$s1;v6JYDu7v-S&K^56WuKj zVZXDY{dJSo!**QP+jzyk6cazAj17PBX>v4_3Lq`nYDJ4?Q)&)9jYE#bp)DowH$Una zlJ6oydW+bKiI7(okV*wpEq45^sDdS!s+wAr=>R1*c0g6COX%i=^?a>&(dRbYhAP?P zIZZp3m7)O*Q8pMBTQ!fn)a;Kw4l)t&jkhYiefHo^op}39*AMpdc7KygSr5ACUbXDn zS7pGOD8Xvw2JRHqeD=_EB5c>JPs%PBT)*9zxrR2f6Y%4Q^^T(6Iact_r zjKsu5QdV`6Pn4u&BvB-!XxZS`#9a9MMy9oY@5Si7&~#CmK7O&p_m@7lLD!E6V(`U&%yOSBRrgfg;q_GC{4Bp5o{^D38GmQMMD6bOZf5B0 zBXdJ$JaTl&!P8(OB98L1+8hn{Mx$Mm#@1ujiEmltv=`oj-rIAdURQO&y2V%aqiuim z>jy&U9hPU8ly>XygyRnf7l@>2uXDiJBcN!psI72m`Lf!}@v|!!`>=3TdZy%?bMjOJ zD{JewPcIO>dKN`%mq}^J8aP8q0L8JcCe1e4`ZxLI;jj0pMu+GP>B%Pw>mre6Mess{ zw(w(flAHj|#Pv2RHq@f96^7RGi}mHT=o zp{D}hUzRpy{b?L;-?J4;$NBC73=gmJ^4=GZ(w>2ir>~#LuUZJfQOF$j<&1?kK1|d; zW~ELhT^N*-3C^kM%su7yc|qcm9PN*j;N;(FbAP)1-LW+DAWMPewbRCM26S$2Zl>;4 zh+?9usv~#tszM--)#!Sc}ezw*ns=9>~w;T0A8#>2M3`qt6XKKTn4}QG`!Bl_ReOf`isIn#$?R!QtqustGw#6tJ5vhlxrXz zq6vS))jwt6lDcM7dSKhNPXpFBx3Rf7QKVz`@#9Ae3qg;gE&c^h$Cds#lqENJg<667 z*jSaAz-JLP*trmn&VQ?7@au+Zw}O3N<3X?CQ0R#sL=5i>J$ zc;yS4FCxm}lNb4M0l!RWPjpXF)?_)yl$?z6+TmD*ssk(~GfR60($#iCq*ID*co&v*B+)E|TTPhu<@83}j_}w40s$R>@dNuEa zTfa@-?2&`FExAsI3U^Q&4V3D-#wqBO$ANJcgc2jcm2Cfb-K@JV&KhvEtBtR}-jfS|vlyv;blUnH7H6N` z(7q@)Nw^i_j-N{G$HkItuIp!3JAeGj*D2{4`WqQa$#v_v&s&mEa%Fb4P;`7wwuo>; z)#L|y`Ya@|Qe&$L#6Rx@J1xC*MY!Hjb2{8f4ey^NLUCG=owH6zm2EMEh@@k}MtM=r z4Ku)KaJuvFCwV5az*cFqZ zWQ`Ta%ew|BLiX;AV*ADHmlng5++0hImAxu^M&oLAq<&ygqIJLKepcFVArfU@2Suhv zkMKbzaTo@*Jf0`8wHR*ZP5NTO-r%8g@rvJ)%5)_TEUT=$mmJkU%Ht#k7lZL*5cF2M ze0__Jrn}BR`4e0kAVN^Ka7{gh2%BCu4~lC~KJ^zD-~X*b>&jvoX!~xnkvRJ^p_AF~ ztl4u+Rk#C-3R6_mo>RMyth3S+d9{?ruBp5-1^yCo_n)!VDwNo@Ah*JZ{?VY)4J|86 zcQr(8n=HXZv%k4yFy%%?zjYs<&M0FenlKdf7*G3q;y2#cecL=fp{yfl@92sA73Kh$ z`D3{GD;j5Asb>cDYtg57_*TP>^Y`DMamgJs1!n%SGnBt}7JFyxYMNN4a~md|RhfYG z_aR`tnqUGHH-(&_kA9%-mEOON#P40g`#{`JS&$iTudyJVHpg`K)RA>zij4lcs(XIA z$x4*q#6?Cp{t36-^^&bUa6zSu<1kx=qLUGJ`{IQ)6g{ly_eMp&) z*IrNSPshDQ*tna{G)e9Wt-p4ArGUp#(b}FnfYCv~sUuD^>?h*R7WhW}Prd~m z){YONW3jEe4jF%Tf2(pOCsK<3(tYohzx-$(gj!;L7+6Aew$HqEF+)ar{5RYE$^q{fH_VF-OG_r$VmVfd}B&4J}KWbTXTM@Ml(cg$@U44$d= z=sY(le4bMCy!)r{KS>bAW%Z}s!jDcV$rMb5F;hq+|%=-HWe`QfK3J=}A74A0v$L>_jgbi`#kq4j0`gi{9W3R)V@FkWwh(!DAx;|8`{V6N&-CUsw zHtLl4A;qP=>p|$j=!fgy#Uyz2;QM-OjFy|Q z3yr(9DjhY%-e0>3WjB(A z-}&gko3D6<=3Wk+Asa=EcmA7r;L_oRy#2lF16)_HnMtX!*IcZUR=DQskuep2RpoG8 z-rX7_mZdbkAbsZJnqa?elU3=6OMG+2Qh(f?{>WA*qwB@99|dm)0*~bLQ%9CAYdoub zY{a4`Od!3KDEv-7X|l>`P!qYM{z(t%&ikn%Heuy|(qV+!!))tG^H}m`vbD7>5hj@1 zOHDlks1@43vpk-?f&dB@J8VO~R(^j=^;9X0!nHSf=tu#V?nXiIcJr-r)x{5ej%zb) z^)U4p7EVL$xqdE|Vb8lF+ zWgeWoswC$$b0>>M^5wH_+;yq< z4}kofB|?d$Kga2$8%h6qVCGZkpXPTE(fpE-;Zma8LwXBG_;cCr6DNZzMY;KjkcM6R zntC%Qls;gF13|b*L|?Mbla$V(k?+Am&LnE10a`M9Y?$#lJ&Exr_f+CP%`i2 zo&PN>v_xG;4tTz4AOo1@ChFD@;WWGKt@}md+m!j;yFT+0P4xJI^al~CeP4`vS`;Mv z2plvMJ64T^-JpO>_XKFMub^mLJ}+6L&y;(0{X6=pPysi*$i zNY?=MQD-N}9oVR@s_N*~<@xsZHox_>)BegpZ*Oncd{%R_*yG2aW>3cHaB*>`>oUAo zh8HW!(AJ9mH*wB0lJOxMLY_Ypfh#HBE%@vh^;pg!;dhdhm~&%oFj<9Hw%+$nwZGdv z@d}6D3w-0SHCgt;xbq&3$VrmxJOyxxKVjUCVbh98NSL{zKJ~n6gzdW@?^qu^mynRa z4;VpEA3lfsAzAgS_f@yvHn$OvJmisAivBA*u@d=HaO8N7v+&nE?T}KJpM$$*_r#;7 z>Q3QmZb#!V=sk{DVb7Dl(vi=?z3&J9I5}}6CXN*IIxE#=3zr&2P)pN(Z1uxj>I|8w zv0ccLjpg90xBGKTI?-h(*A_+}&U4`=R9{y9)a(NB`{OH*7R^)!IA@r;t>Qt1=A#J3 z+&lQxN&tt*?|H1FF`3su2mdxbJ)Pox7I^TzShp^{w!E;=YP?V@GXu4|yMXYLrWr_i z>4Qe~#Kk2EPfyf{EYe4bG$E7nI{#*p?kd0W_#7v$;UcKglxC5)rBO_nHTDAw2TqvS z<1^p+Ij-m+u?lLqvSi7{6Cm=Gh=}OxJqq-cS&EvP=xCLQ+uz?*wvA=>OPww|eJH|p zO%Mh+Z%7}qz&~zwEYQN0tyo?FF|@`ev%LK_GnT&O&itgTwv!MU_kNm}k8YrC;>y4? zY6jn2M_We}q5Ub^#MpSrq%WqbcD}9cGir3PBiQoew8%CBHQXLZeEZg|#ib?b%H`En zSJcfUSAop#KZp*cewe{tU zZOgkPp(>y2D_XCE;mh;m8JKbeR9;@b_Y{L?#(TkPJ?`$*laY$?o#Y;qN}W4NVLD3u z@6AemrAO-Nk+QGpU*VbX9wO^mP0?+L;(=ra+PZE!Gc&V@$6at*TYE1Tm!nFH5vlS@ z?mLVR?t+7iFHx0|l|5gAzdSqIZZIECcTs;%N=Al=<2HLohmDO*WIcDK#DjmzL$$J1 zvi9iGyUuanTAa9jS)-+bUFr&2877G=A*cO)?=g=nFj-2XV{V@fWbC1_Wcn@MbDf=E zPao1l4>>qESgdnaW*TAK>$Ka`RRtY~^ybeLlI5P}T}Btddj|#>n)3g&1)QIrRyk4$ z3pb>vr!OuVtr(PPVlVvWprODj?8GeH^c1>c!3-fX&=fUt6yKLR0|5urQF1EU%zzP*M8KCX->HRNj<%*47#Nb=#RK0M zSy-H&ZI)bL9xqtWJ!53-8XhiV9T=lw82i;Ke}%Sa%YL+(&;xc^k333gFDAW!HDSIK zEg7Ndr&l0eAHO7MdCIfPSU6i3n5E~D2m~B8JlEhF5)uM3e5+&=3w4eGsL^thzKu;` zQSD}j<=zQ>kAZ=Kq9UrbHqWo@jrUH=W$<=3EgOY39cg&fHTit*3jQ?YeP^rb%t{fS zxe6lMMMwJ}uO2hn(8qIG#iArD+&tasz6YPhPJVwTv(%m_*1J(2fK6PFFl1$ATh2BL zT0dhqG&I!gXVxb{VVHN=+cLx*rZ6{0L_m__!FZf)Sv|JJ0rOCJ2+T0X&KQKq`DWQhJ z{xHfX3KS08#evN3)XYr7WzNX9h{ImD>b-T4%8OPD<%WU}TmSeKtHG;o3EcD#tFUL4 z64BD)u~vuOYr`j$Zk8(ITJLJevY)`?3knKYE!$UX%5C!$ndlcjHY-Z8k!h%_$B2HP z-6|W*YJ^?Oj7%f`9LdVvY@N`!t2TgUJ>WdtE` zf`-RLfE)j83s)%$UELZ_r&rS_yuVH=(lLGEjW2e!zFbL#$)cgi{3s)Ly47fALH*bB zyI>x@fs8&vOog6;u|0jg?Id+SM0jWcxojeAy<9({@#maQ!Yw~8r_vKr9#<~<66n&G z7_p>T>}q!4(KvCz+lhMmB|=Ojhg&ex>b;Ou{)4n34PsKJXWjGEF;x4&OlE(E>bP3P{!3HKc7y*6Pr2tyY}pD#?_ zQNLEjdGj(Q#Cm#p_6s*mLrPMMecQ#CE9ovmrI5pO3c>m`XF$(c2za)^JIljQ->!B? z?N7D-jd!<_Oog+2-1HG5X7yp{mZ$SBWuzz1a&pF8$Ar(&&@Xf(cbqP#BmZY&HuxfL zzQ+_yS{RD-+iwgeOqzLt>m>cQXzeBH_nTo^Bl~7yvax~a^VBE0w;kPo^f3-K8*ZMa zipMRL-E22AoIU~zs5i8P5%bBxQ7dbnYu=f;E@{pRhg(I<@S4oB9&P`ZTseA^Z-!U1R*>I4;~K1$Jxq8D!J6+cnLkjEU4D3` z0jHQay#+I}$!m~7b5Gs?ggomCHwSEn&XsxW?qfDmFiM8$mr8+jO)h6tZ6=PvjD3UT zBwu`PmlJYyZpzHpuvlV2k(Jx>s_s-djR>E%v`d&odbY|Jbl>OTJ>X+V55@6x`VUO|6ld=y#7Dq$Y+#M1p#YJX<>> z<1S9WW9~{?C7f4$PTrSh_ZaC>5c^G+@VxQJhD9(rZH~jOaSL6aO~Vmvy%Lj}&UoWK zQ^7v$xuzT4-)h%OQ@bU%|CJBcM<+cm>;B8HVUF&zOUCcL#JY7+N&@=t6X(xJ^YXEP z-X^2&&iIa;_NAhFsV`Rtz#fa5yFAo^nXU8@a?7+f3PpAcf1;%ul!lT|{5Hr*sYVj) zt!(q`ei8i}N;mN-F*!t{S0d@+#Q>GiFJb?KhzruDOtV5a;U=yZRylFNCINHL6jM)N zkJhkAx)1hfIvMJGxQHW6b?mE$(D#DkG)VX*-&h*H!-(XVw?trfSZf2bP@i5k7e(Wo zhxvrcq~HVYuU-uYDQn^o9qOi!tE3TuNj9m(;H(anzu(ddlX6&CkM^IsPx+RK$j6!f zby-O}<9S;?X1<;Pi2dKr?5|xTI#{w{gQ7HV8w69mI6z_!coTbXPPvg%;A_F3AK@Xq zBAAmt_IULMxdJUYHuw#UE7)f$%bhm=?76d}64N+C@O*%({xzj^h=*yoPYQiFDk;$V z5$`KyCFkoZu@K>iiq)iV%54TW@tykWFh+~jTi?{41_`C`d-dPnAY}*Kr3Z`c7X0-i zur&7+(mf&ViRYakZ5Kwlctx1Oh87_*Tr+uBvuGcS$_ZMQ4bjxE%6$04I`DLznbm?m z4gO~M((0<e>*=qdR(=gb+bCz{cn$|uF^H(hCzPLsXUCY9ZW{31VSQz z5=uMi-s4oXB1DcPdMJi$&W1xP%`IrMNG1;SHrt#~DbH8y-xhfG-d}_Fg=036+;%0K zHT$p{@x0+x5|@l6)K)1ff2se3wNX8{`Kcigt4ba?J~ry%kJ32A@VW43S<5fLO%i%5 zwp5%K+YY|coOIygd*7quN-!dz##&Hl)4l?E%lj36?FTND~$MZzxkuy3G$q zNJXSJ0iH7n0fy*mwDQqPXZB@;6d!xjK`Nz(Ro>5+Wp5QUdt4%8okP`UrP7i2z&UEi zLK!6-s4Thcptkqf@_)%;DGCxvzl;89a=YVNkX%Q^pbwW((uP0pY>uTuG+0Fi(;nJvDxFJK?Vy-loDq zHWB2cI5>sa&oAgxvffX9%j94wDT z5Ro)c4~Wt*v>Q?nNrY}>g}({ih*P1-o{imZLVR5wv5Aclq>exKt7Lmb zdH~DRJv}|u($eDPg})rhXNN^~kxOY<^CK{u9t9dJr50*GKHHbMh%C==KhoIog~nO z2PxkZ9jII7&2|MaWzgnC3H;#;qm#dXK*B(;&VfNXtJ&*ZTT@e2txD_9J680!gWo;^ z6zo3h9A*jEN#YG}Ar3}?A7V93IdwX&NRak9U@yygmJ|)R_cq_)DL`4P`Q3XXYWj3O z_vX;S>*4f$AUu@}eFR%YP=`yoyTv3YHygIz0s;B{>R^o{=fGfwpG<4tkv`Jb-Ek+F zkEXF*8AKLt-2=6Y7*rP|w57+5GW92`y<;Q1E~u1*ArOm9Xq&=R~@mYXJ3W^XsVYo0j7*6f5=XIfwa z6*#Y0k~Oc9UD6Ha@H90UK~AJ0uIecHE3~68iAP zQ!%mTF=5kHRH37jvMg0YuJY*LJ%dckT?@ly6T^)^YvB@Ldy0bDiM)3xjSZPSiXwvJ zR#mE-XFSpQFIv;WeO%rx+<%2dR&EgPzZy31#v4xJm8r>U#0t&D^kc}t^jEuGjJ zgrw}(W9dh%Hiw@zT||h)dVAQlW>v&~+0|D#ZC*E-Ju&kB?A|u&C>?+99-NYN@jACA zKS>ttTCxy-^c0;dOtRz*FlzQ@6H7}=D=W`~wPE#LO+9tgVP8~Y2wue_-kpfe%5T=_ zqRsR;s86ypDo1O=`#i`!5=^5Kn-~)O%j(L@ZMeU!JhtotJt9X?A&7|xF1O%U7>m8N zn(|s5;dq(1XLfBdp7xeoqG&bT0PnE6%DKl;8}%NIiJ*0cdV61er{L}kp&}8mt)BrRzpK9cBQmnW`*X$y)g-BB+J}uRyW8B!zF7gjIIb-|9NT0VPTJB%lYjKx zIfZRcS>ts3=k8COC&5#z7ZRuG$tJvNL07y+H0|t{^TV<=hmeJh%U7>&txPxvC^B7a z*DQc6j|ZqqTA7#_8+!+$?DlVjfq_M~S@}Ji@L!HBDHTUy9P!+%ltugR+B?lst9C?~ zC>nSa{kPVl>%^ih$fmprLxfk)_{f#I zLzcK}eyCec)cq$(uR4k)pCzUs+M~uQy`>6$!=N&++$DfmAAu8D9Zb32ENPMd@w|0t zXlQ=Exw?9QbciwmT0=|nvhCiumYsp_avtfN=cmx$^f8SMqPcmWsMa~O{$_7C>?UX8 z`BT8}EH@VBa5;VfG6{`Wea$|WW5Lwd0 zdF|Q!b8+|0di}lqY+on<*mSMuGw%UU9BV~MujvGU80ffkQ{8*xzGB^ZxfLx*$gb9g zyx1pH%^t1epPkvCNYE*;=!LK)R%-_S(-v}|1oyc^$xu=*n z>=6UC+|BNVBHjraJi^bJdjvT{%32bfnJ6sy81TLS#G0~g_#{c>aZz9WFRzXHb3`J~ zAgX-vV;1Q*;-L1{I8v9I$gbVH-tJjl5_3F`>#rx2bZ!lPS;2V|uV2`JcXLvzG-^0+ zM!FLas>x84s1&f;@qPx3^^cVP{z+C`XY*URB$+b2RkvbLAOiHp#bBK#`QW|lO7tSj z`NA_r0vEY7Pc+rNpNiA}%J(n|5hRkEK+h>RM}%$jH!`{FeLZ{7>7VRJFuxy;0Yc|KR~nP$ ztb3tbmBg)eiC>T&dkkWECWKQLUw&U_cuQ7>Vu*{`X=@%1UY-dYq>#L zG6`^irnI58#2SU{RFY0NOC9K;3(S0Qo~u`u~}=+n)jwB zit&dW?GFEoo?ogl+&(CyR!f(P&W1jO++q2Cyd%9stgET#E8guC<)RzHC~nt!EWaB(e|Wn}KY*_mBVNA9s8Co}p--j&__o628Q%*Z(7U zs{v*D%nIqtrMoK()A%+pfC7m`t>vm)YKYkp%^Ur}2**D$ISkXlT9KO~X8FaX`Kg$t znCz?Ro^3l>9o7n{K;@`=z<+Mn9@Ug)YfIn`lB%HoL?Y=DFxM4Ie6qjg*J{dleMjMC zDaB9^WeY2B(%!c>(h(-|biD$oPN$9#hAZhCdI^5cBM zAk3#P>S!=VZ-K45-;)uw7=P8jR)bjsN{24x#DHP`lzfx5c>;6dF7E#MMa!iei>u{~lEyD0?o+*&ZQf3C#JiAqO{@?7QxaAfe&XcNqQC0XgdR3n83oGc=GP zvzs+Pf$uOxNgc;V4IJ#$AaW$nj}F#p>3jXHW zSP*fLU)N?@QPK*rOUb1kxKD2}yNea~hfkiSfT+DbH&NDlgt zcfLFl+PG>h0#X@c3t$NJ3EVs_8k!@q?_P>Bp=fpp$?cG{g$&&TMCGEwGt=JxiTlyn zDui%>-{a*6mDM-VWiCod%lh(XNO|1+3J4|}Z;kYg%|albszIhNEdpAz804Y7_rZih z0I*yc1}#_zpgeScuDw2Y_S~CD#~nM}f0LG$_ECQRZ zv}n0HvotjPZM>_dqOycSRRR$2rp7!cz~A4$$`N{alel8LO_&(gI+w zuqP6x1MzRq-fhpuqJ}R{_W_i0`RUWA#>U23(~XS{fa%BYgTw)!?rz`cfj6SFjh~bo z5LxjU{tbu)^f{Y-lJBWmhsReo0=%AtWc?WB^`JiWtpdfo{;M<%0{CP))a>eF*F&%N`{3KMr zZhiX7#LC*&+iN6tTU1o^kP$BB5=PP;`NV*PoIJP#IdUdPLoMi#*|81yl_mj76i23! zEb0;C6r24nVH_dNfLuM>Y1kbH@ZtM5EHvjj>)z>w&4u0e>7LVfqwM3|SlZk*EeJ$t z6NEqo8YT0OD?Cpf$jQm4*_DYS8Y7>*JCia6wF)=v8AmM9??x@1MOFh34fO_C?aNbC zq)X?fHsJOOkeNXLaNV7^-sBS$6oiXqu#5&XWYl0${;lS{zzj$gjm_x z-}#(DZyb6M1zkmH)jQ=yMyjZ(k=9+E>@5Lsk&KLt-DY=nmEWlS8#pQFv{fTBv*V3| z68#1j0NLhRi%E#PcgVWv17#wTaoEf-_8Me)A>wB1W1d)Lnr!Y59lh-A{{Hm6-Ez8; z06ym^<$bs_H#0t7opd^1M1%%C@1ZIe+gGQFHM)%Lxw|3KgAS$5=0T*#;R zH8q+le*vn@U? zMKigK@HJU9HA zDCpQd5tM+5g(V-yWpZ_K8blM>&~OfJqA07VNav1?jz&dAot&PAdmOHh0CvqxLMbcI zEbn82Y8xr+O}1LjX?ORWsJt@@3`ji|tUWhBpNpFtWTqBSJ(00&T4=Dr5zn6*)G+P6 zL+02nG^5<#(g0c6t(wqJc>ewusD0;l-I>*@FuhMBGC4Wv2E=)4YTH?IG!mN3oP~_L zSKeChs_V!4@x_h!kf5b}4{SoIg-t(xJOdRP90tv^t*uW$a;L+(n>QvV2Jm>0$kPb{ zA)yEla1O{PPp{(>5PqNUivd93eRB1DO& zS6Ep7-Jq$=eF6tL&GVvt-sek{nt$D=VA*67xd%6cZvPv!rmN|#fS2q9$5BC$2mHdE zG`(1V@t3npaX2BsLhapaRLS-(&edbsz!y$mI&b z$&y1~7?#C}ls6<5)-&FMDB=Pe!!nQ&@$ru^M=QGAIs1|P>%gF!5n4ARc;KLZ+MU-% zao)B_L0v29|9ldPxlH+^8*5W@3)tq3j>!*TE!1Ew(JRB(h^`*&O}RCK30>K4eWPETT5H;Z4q^FBa@5Zt( z82fcx0Uaad7Y&7^QvWv39zVqKXX;ng!j>owe1`S?-)seMcRy6nz&`d4pT3p@vP5o!-9NHQ*Fc-1&SPl6wQV zWr4GQdb;2*aGMx5RX;Z$C*x@ch`Nd64n%tMa;bi=F|zBJwR((Cw+UCt1rp#xQa^&F zMkPas>(oRk`I%^&c%PTNPHo2qr11jMWWc4r`8XiYY>4BojHr`t2;}1pkg*Qqnc>w< z2Kcr$4TX&72MC1sX6dsc`9$9&t#Ll6(;SvAVw(OtGYasY-hqst2SFO@9xoy(05hjq zQA5nB|NFbd)s*OuRv~W0>{9rlQB=`w2>T825D24>k@BuP5!aV=7M$rIW`sk;&u@;= zhz8Ub$|}%EV{g_f=FP{7 zS2y#}-W&}o{0(xb65ai!=}bOIc^Wv8-ZwiR0ev0rhTeH_n;UsKwT85FXJ?5Zgkn6?g%CyOnG@dnx_J9id9DEHdbFTcyQiai4!~y;T5yTRGae@ zhd@9P_Z&GH+0nR;Ed?dz(eA>+qh$eEC=FwLE4mx-^TObAX6X4ZZr1;hZuu*YbzNT5JhmMrdZVD zC@eI>9SwlA(=(||Uz~)zemk%O!f@bKlcS~Tq`>7&Sd_lD@aU95J$4GiE)L$#Wnu4* z2qiEJ-E_;!W;8JRSkazBKuco{-9r;q4DkYRccnlDhFV*jOj@08msKeg0m!)|Tk8ib z$dFNBU|=^L!-gBp^2&;~j*b~mZ+|~Y;F~1(V$7WMtVoIvk(<>Xh6G}eAu&)|wZ6XI z-}M;YB|+o-1(dMhM2s+jg0A}dv*8415jZX$-YOzVwq6R=i85ehWE4wT*gLxWW)a*m zLq>96FOj{%du<>P_^MN5BPbwX74^PM6I76as%1=YGG_fh_FA!N<-+5DEeWCG zr)kp4>D)|AN@|!*4wJhA*Wu!#OD`wR$uyQwfPZQ#D|rs!LQlE59hZBfpFMk)&E<2k z2Nf6pnZd6zi zu^+>ug0%={!hLIZP=qb=Jl5A&C~&QI<$q2Rpk5ckdL<7YM^Xc+qL;OGbB`UZOwSR8m94Re)Tt%hL>;uqFz^ zM%(;cMFceJ?%#%_-h#c6jor^J%=R9Vd^shfIj_Ph`kG6)EQkyuZVbeF-GRoQSk|C4 z`km?XrO-JtRk|(R=qF(HUqsTg`e2n4jIw3e3kqh&FQPFZPPftDVv3i6iq!JtP#3GS z5lr|H$@0IFSRVsjt~w-k`TE>MHKlrSu2V)6GDHeQ6g=qZ;N_G78mDjkzTJT=o0XS6 zG33+uE1F?sl?bS9ZnsjjG3-6HQ!p;$@d!#&+M&XcPx$R|Q|_&Ef^ z0yK-$6Hx8)brAn+4@j{-2|qesb!FX`1!MxjwC@F#*v^z|DSI(F8I?EO5RwMCS%Dn{jjM zIa}X`DBe_(Bn@PIOuM6tOa#uhSFMdk>_v@-0E^f3s^s(a?ymUj@6; z?`c{+gNNQ($*ug~WvalU2Fbrqk+m0o@j?cXC#&Qk!KdMFv}6ppmFlB?y5FB%x-#n< z>Mcn6qaS!Y;Bts;4tnjiTeGKvCYc$cOzM?rulwy!#WyFACsJM)$5zt+bJ5B$C$C%& z0s*(g%-7w(>hIgy#uk04`YmR;ZO@AD0b&V!ko!RHiLm4oHCpXGFA~f5Z(p2NW2l;g4?ttsO4F4B( zZyi=u(}s^C5>kSqNC^l?2uN(YMH&$hq`Q%l?od!tQc6-u6{JBxK#=ZE>F(}2voP52 z_r1UGoO7MOj$Rjg?|VIK=3cXA%{|XEv2IObKANV}DR$BSRH}o3pa5mAO#%X%9y!!K z-`_Sr`tnc(IHgaaGKm(G5b1U6KVS+cIOKG!zoqc`{hvbdajz6`CDHzPDs(mZBqEj`p@}?0JAt@iKT$I84cH~o76r;Q{3TZf zyzIf&_ZCsiw~Z95D|FXxzEgQ$^ykikvmR+a#l|3!FS1xJN^-3bH2+f_gIkmJs!IH; zN>zNwd-{G|VC%+#>vi0ZA3qWh5FkGAIi%3d<>cVt0B!otwcg&9-gho$Br&CT8@3wW z>g~wr&bePlKrjc6#@Dj4Y|!!m5la>eCgFTO4gv;~Q#=ZB>3MmZ^`suG?Cex~gdLbA zubXFzZ0hT0JL`|unztIl9QZNA2@nM9?*w1*6Ry_H758=BpYX{yYA0cP)&rago(M7E zt`-y&P#)w}bb_b{n6NxlqIU$gn3!{&gHEqn03>nWI40o-J<)g9nhxgT%T zQ^tb01m1o1=!l43u#5l-0Tdr*g*|&e;jERGxo2wn?IG+y<3Iudp+M5vnR_#%q-|DC zTKY{{nai_hpM(|N)F`hzxwwRDFOHOP1k^q=x+eeN!6mf3hhV&x-!=MpX>n2Y>D@%( zTj5HzkG9xB8$Up-tbSLa3G^_MOd3#U!5R(h=1jHXw%XcP_5nSV^z_SMKu$@&;TG}L zxz2C%W+a98sHkSk_eLqeg3UlMx0;c$y{3keiHV7Z#`i#}GaAgn?256=i^v%xezR;1 zLqK39=8E3i+rthkc|P&-bUHLX{`Num^#2pnnC!mgB*CfhcHdhvvL4)7>ZiJlx(nMz`Hu~p^juDMRi}_ zF7QKbz%cz1ig~LMjud6$ZA_T9RrE&b)~ z8q9bm<*@h(wurzc=FBne|B{qMR@=(U%PXF3)by6N#f*CrJRJgO$6H{>2yt;_R8$*I zV$jLDMj?tx%-I1}lgAsG(FLntw#HQ6sc5qS z49guff?mi;x#FQQ2;-nR)zHw;T*1V|j6@67si0CaG%}*IP}J0X{3X!e|B1T1ii*Uc zVimTjdsI=uJFyfF%B&Xcy3oj-qRDuShtQL93$)a#t;v(mCcuQ`m?q5W0DLppB?M>S zcT0VCx)Ck6(Ibg%qGD-c@Y<8`PEia3f*Y67aFe=zx6>et)_bt$ z%a(evXb2q?AZe0TiWlOWwG&qkrn%+YW_*QI|F(m(a?U0zOhz6+eYT27au3d{00`4I zC!a@PGYiYiSS}lZQ43!8SeK_@qYe_FLBX?~wZ4c4Bs288AoB9^Fw(#mNFay=M2c-S zv}9Sac%cnXI$zIv4La?B=S(N>;k01%^7OSm3A)k2qX9!igl({{EfUX3L5*>>a#TsR zZ}{bKa~mCfS(xr04GQ4hlw$Cx>I?sPqsKDdlHoB47-E3bmmJ(#8)wzcXvqg!A6P(x zL<%S|Y&L8<>rPE`LsH@fb;X=W(1a%~gG8I47Ku^pMu#~Og6ARVz?me7mAF=c1)^Pz zcIR`Y@5H#4{wa{wEgGuqMPw%flvS`m-07Gb?#TSA*Y#SG8Ld)L-=UFtVgy0zU#WqG z@|#VV^g$oh5J!GrGRU2Q|5p999JbBq{k2D>Sid@!0pw7$D%$)-3p=h%*7grv9fQlo8e2RYp%qzeV07lL1#l~vq3IWtWv|dBU)@ZUK8rhID-X07>yLvVq!WE zf1s8adCVR&QKlycrpF@)VgVO4Ol&xg zLv^GnLS@`3`0c$q%j7^;5p;lP=~{@6P7>RP4y34E zVy(fHJ59A<$p;8Yl_0mbw{Gpm>KWuz18-4#G16BE;O!6|sr2n|tQXE+ z#fcyYochSHrlDIZN?7zGSS=;x%iq2|X#z6{5Im_sO#@5Z)3f+M<@4e=G=SE9UPC~T z1`pYBH(i4AMB5|7=&y80Pz<0Q)Q*E@0X0I=ye7MVHsNlIs|W}N4HT&~3=D7l{jF_m zc)%tYy`PmD`wI)fn$4MZx;GJEVYumPN=AA-7=^-c>XAl#F%DdyM7P~R5LtZ#l<&GObU=$YG%%oE z;d%fz;{i*$K-^n;Lb)+k+JilJ}5fc)T*gp?+I5g#H#Ihbpb_U;|wRiE(q zla9srVPRpU?)&e-nv^eJzGRIyb7UQJ5gA(FHUeF$50VP#U5L85%H&lwxaLBq`USBF z@t$Dk3tZ~Q_(Vkc%9)A+Rc$}pVN5zOI-N?;g~+H+kHh6 zbQ3mE+~l&E#cZU&zz9&>Y6y)N4HJJSMr8&zRavwovAx7qx4yldGJ-zu9YLo=9$au` zQ~V~_R^$vs{K2ZiI9{jC&b2Vl!^!7gZLQ;xv(xXc35$O@RJ)=fc=`@ZwJT7&6tAtP z=f&Ga-azqm|7fiel;JU$u>~fw@g0toI&XlGTI%p4W#@{5I)OZ#wOcFCL2UT@cR{eB z&EuTn;`9-udGGCQTd--ytJklCNCn)%+#wPYlC04rRhrGmv}3hWt{bLHO75c*1xw?X zI#8flO-&JWCdG){6JQbzSe!!&E?6uJjFy17$l}TOK1ncqqm->#{(PcZB*td0Ej2BT z-#H&_xB|LKL4<6J;Ot-*aVsHpvlg$KBb|x&Nm%6Mbt1qrF_AM5T8Z=TuI=Olh?vHEZe zM^{%j4cu4#h7fSSI-XI2r@dr?a7|WFhB(O`$$TMn`jkdaCo|bv(D7zr7mR zk4YvXGV;Fq*N%pUd9Xfkq}*i>41d^j41vi`pgPOtB0-NN47TNk%|8!TB!QX>>g*B6 zRvnS$@%j(!ot>S6;VZz&k|D#XsjC~U^blCSHr|xPL!w1aBVaTYiDKh=_=Sf`YcTwy-eL!8?1KZ7DZ5H(A*ZP|LwE8T+pu z3Fs_kgI!(+(l`uaLpNERC% z?RvP7J{?>Lh7r5Eo(!$L>i}!=>iL_e6UIR!59fP|GqX@qszH29}Aw4 zcK)MG5bC!q-|35H)ePxqEpzgX?N@^dN7gW-W-fm27Y{0?;KTi&rXcXT`- zDYcu<5-zjrxX$%>9}F0Qg}1HW@=>q|S#4$?x#pSBZ=N24X_cs$_)JD^aacs`%OFlR zI_h5SjW*2)o}n%gFbqjpvlo7%fu`1}0~Je9FzuO|cvX zYuUh9rkq)<`{u^R0}>M|u*J_|)---uZBfoNZZ@boVEmzg5al*_5Q2ESo|`lHa6KPK zXr!Q{qsxqvgMroZ)1ihS9z-bMehk*Gs>Lx#K6*q9Mp>h@+*K46ML(ObD}%+S4HOJ^ z8sui4I1-4kq1pQPnptIi@{%N|s6pYMSU-9AX(r=*13QtTt z`++SG!ZcKBM`tf8%iXm>%wuQzx>U6CS)&93IaN5mQac$yrZNbZ226@pBTzhvZ}llF(I##CC9#jO8UH z8pG~NfqGtGzoLrS-FcmWzzJLf7>Qr`SzD>n5IttpMMTgvWjv z#G@rpBacl$h*_De}Ot*oqyEk?*KQ^6$UFahF)3C$AgSI1H6F;P)s zWp?W!O-+*W^73F&`{rwMQcpAXBa37nhgBq0REqaKUbVVAE5lL5HzDsq+%V)(rTdAi zt1H+KXu4szs*~j6xY30A1j= zB#m%8ii6q$q5utvhB+-shT`H3>R)k^MHeS#X6&}-<18&V_vX~UoS-| zKxGUei`)_`kmOIR`TzFQ)BeDNm~wXXzc)nuz5gJz@gWNn8wWGohKO8bOk}?|MEtv1 zAr}(>pZx2NhX2^WP^~J+pv?SdyV5rHzA`zjG#-sk^m>3WwH`rydoPZt0B+Z0Q9ZJUWZE-uBzyFK#Do7CT*$q1wUL_Bf?J z+i&(b-j5>P8Z=rtbU8bck*`lSol;|;vI_s9RG0rPq1nUyWFU9nhr@NU-Qz@hvZlWB zY!3VOZcE8DMNY^H32EYYVpG2ZEAj+AL(qYknrnLhQV zsd695j~85KH-_*}wQRik+D#srUC*ztQ$OL$b+zEH&q~-bGQ+HoD9KFl3%;#ziy`E(% z(cw3*`tC8+keK#2>1q)jZHQxN8ilJ|VT1kYFal|ewKQ8@$^l-T@m7@?;f{I>-|&6% zXsIEE$E@uAZ;5|6Wa)L4ut`fglqJswu2h8&Rb(wGmuRM(9q-bKSYnDYvM+EE7ScMm z32oocv?C8Qy-a?&O~>K$^Y5iyPx;0|Hs|lW(Q)iWKXyV{Su6;ue#)}GcfSQ^olc7_ zHUWp1P)+TD{3WqR_ATgJz4(YWb2))|CAgQ(h1W;CXu{v2s~>)sN4#^h0>g{QD%7vl zCTgPb+O$8#0Uyd)3qp`sq=?@0k_aNg1ltH@Wpme%pNlRw3d|JzhdW2OB zx+f*6s*k|is@g4PPHVzr_f1PyGi!d}qnNfo@UL6-pt{xS#U!E_PubP{F%KsJAy-Q} zQeS8Jxvqtk{EbG2T%A^u=#L^V*LzFsQIEGnvfq2KVW2Tg4>%%)S*>2-8$-e65?Y|& z=Mgm9l&cJS#7{4)75bt@^s*O9Ii^@U{>y7~IA5b`qhO@&^2DS={qYQ&c9{sVodfD&$Rn&W~ zENGs*f~(gH4SCeA*U(V-R2`yNE4{=qme1^?hNVWuNtBK+q4t=^cp@>TzVsR*y76GH zJW~103!mBNJ=3v~Un{4r79L^#H1UJ!%P(=*((((3`_wsReS=pc3&u6>hx+Tx_m)g7 z+zU|@-|Kr~o;8h#e+YKYVy}PE?(0-wL2SaRT~SxafOD9Z~S8p^kr?uQFAU`2lL z(EGmJ60YTy*`|_%lzR3E&xbbio(TGrDAhYp!;fZ;QXZsl$0}W+NC;DvvuOM}SRLZ& zuR75+#3kMQEu}A1cmE9?Z;4QR{PZfmGMV+tPc9~9lV=Ok57raaF*7iENwKaLrsef+ ziKh9qsf*xJ-&>JP8^L@goJVzHLna@EuDxz*!EVUf=Zh$xio=@MVwNyq!1k(1gyd7s zE=`1aPtn6?N!kQL9noG~t%6T~Vo!!o@27Aw)gX5hqOyFKCQ^+=^3kW-EOK7Kt|6I` z?cJH!Rh5ux(lwaKcVK?nx8xoj0duoEPA=Q=IWyuT}sX+&MSxV#! zhfwiid+Wj82j0pLcjBCo?hc0_R;kO*M8NuJD5esLZd&@0KYz4B zWwv@&-}JTtshh`s0EZ4IKSE{PiJULOV~1uhLM@)Oh+&v6qI^t}L6sSATsKjAI{lDe za#N=1J4R72(ZicvA9W6Yo;>Icw8WzjALEPHecAZMNNmNO%2rgTB7h}F$Vh?O5&sma z>WSIi%7*Ira}6WZ2m3cU!3Y|lj5%-Fqw%F+79z?4~-N2ouB&yLA| zhkTEQkK{(XdP#0dQ(%IZlEBEowQhB6Je?ilFkV(vW_-KKR{2vwla(jIk;AYfiXz#n zA2RB&>?+HATnjU{<)vm*w8UiIkB>Q-rY?!lr$sNSqyD&Z;lI2G|ScKc#c zclRI-wPCMqYWKV8JVmWqmHJe&)9f7GAi+U+nai-0z|kGcL>K=()3NQQtQ^mK=Iz^0}MOL8li#mw|A2 z`!LD4Y=N*yfY+xg?oPteNb6K;M3ES>C0|r%I>z^&iVV-ROt;TD<>ar%aM`m)CBp~p znKBRzD%sYtRWgzUD)oA>SOYegUcI`>g8h?BKFokx4TGq8i7SL?DSug3iK8hx%Y4n% z!c=iklv(6evySxB>%%>q#CWx+YOW$^nahZhXc6M&&)#x-Do^xY;SE*c<(8-UkeiwN zBRN=>WQo#*z{Q~D8xy~H{Rg8DPRpWle7iE4Tj(E(3EfXp1m(DSo3=9BZSjnxHeXrY z2m4IvQ9n)byuqiAidc6&HsAj8QnYCLODv&hw{wmS&1k$%+}^CKisDVIkNViPIPA%Z zk_Y1PMoh8FKJ|MThLWoNRFx{p@vaOS&l8bdmd_7w)2~Fkl^{h5MRWIi;xJ&oy_sBu z=doRf$lsA0r+H^NR_&E>QyXD*cqx8RuV?GWEA0W|uZqUZ(&#&-2V}=*r$4qmgCYBc z!Gg>%$*}m%wtWuF$+X3;VKic_%eTr4T|UX0rdTh?J}E*mm)<`v$R49^VZVc|_rQxg zInC!%4V`S0t@@&_cQFTME8JISH zM-&kw$~DnS^(4o%`_b$8dZ~8sA9y9O7Vrk2fmysgE8KnDT3`1--e>Fxfq!!v;ziTWxbN0Gc=e~@b1 zrkOZ~3a5$gW3c-e6*q0lE%s)JD$>Z*!`KL8pHTAWl_^E};8XfUw)fQ{=nhg!nK0*( zHmoryQV$Rr2R6yIg#}=iNB1cHq}^H$JHlPl>k$YcW)N!_vNG8E^o}slR~rjO^fiym z9?s*!Pk6n3_d@POX7#6LR=M8tmEJ|k4RurO7jr}NAJIf6IzhH*d`2nOF7!<9bj6JP ziirNbV7o#+67*6d?C`CY#e2DTsF{t?mOaWxvWQ+j#grONrNvxKZlVZU86?T3R_Bks9?}&uE%^>1~rtd{;ySna^h2 zwRe`;EY`a&6~zT(k~J!r_vt4doh*3kKOLE|Q%-s!-%>5Rr2KvHDsp*5Rtzs5{%Yr_ z{RhEJ+svh?I^WhEEVV8xb}5T=+uT=m1?lM^|lCRpV zNHZ*C`ZhU?G_R^rUal2WCMO7cpoEsBs=3R@Ib=LiB8IHz=-})}>6wAN;@y`@$1<83 zYMlwj3sN+cM@jAsMfdVJ+REfb279#Lwbb7Knxa5OQ(rdBzc+B(q%TTiykn7rN^aU{ zcz^x*e4dWvTcr2TQXg_ZlQBxz(`32LM-f>I<7VIeNXsya@GToV%Yx6V%!`6enPZ}T zpp!sPj6}X|If>QWUrjH$>E?Z3)KTR7Pt9e&2^#!ZuBZUJai?iHR~q_gW+EMa?zD)X z=^|ID8Y5iJ@4|0<%gvz9NNb)@oMIpA{LaJHzy$@}m80F;FdvneYD?0)HJ__OMFOp> zlY?&5%`|iAO%act7}QUyk-@3mMjDED*;UMV)Cj?p7ycVuz3iVj@_X@FP?<)X zLL%?tjGC>XW*Z1|-GBX5lOxd0!e=$YZ&EwzbC5HIilIuWBL~{#z~GyzbZy&-cwWLS z-8i)2`Wy8MlTTulyzHp^DNl9uQBkc)M8;=dOZ8gXCWoTR%3|Iq zFPNF4*v8uiwV11UHN!57hO<_J>@0&#pBNsJRUsrqMD*YGOucyWX$ez z-5B6__c(V&6FX?4tSbLAuf1eta~W(0y9-N5@F;+K^E%?34FRE=>eDOTX%4-Tdy;Z^uoKcRHiB?zoi;I(C{?ta$I3w>=X$d9-9ldobKy zusGy@bfWSmvySZN5;bE|o>NstW<=%lPTtU{%x6kobz>VnkK0ZS@EA>9%5wU+W{uxT zwj_H{BICAw6Rcsc&v1G0&5Hk%NcggohkfCO;z1R^U0Q?MvT4K0eJ8!#MHY5O_PzF? zB)lL)xogL@{Tln%7beqrSl=00_7#TjH41o$jyp>cu0>cbPJKzIUo?8U@riX8%tFvN z;5}63Gqg(NwKL*4%e+y`MDI#PR#~jF^OwQWM)4?mzAsLGi;7XD+ows77Q1dS z3cqF8eB5&1Y%hzrPu1DueNyk~+^aD&QP-2mi8J0dLjmtIU8fkoEFt=U?NE=?{>sS` zkJH=;qzZn=wh)6V%Cg-CfTtub#vOpG}&| zX(8U8oj-UOg5m0x5fFV!x3f9saaegNGAPjG-=a_F0VOEP#L5n1`4fC%;bMYbit#)6 zqyW8&LsrMg03H0bhF-J*!kHYu;!sZvY%J}p^$cvtV9YS)UzoIkzKM>IrK1`Yt779~ zBjaRc(STmfVPOkSwowDAL!qrFWFYqS>x%|D2woXj=tCL)PUm;tveuS*@&>kQjIzR_ zzg`CdcHJ=tT)^%x(1!%0f`OwgNL>`9&dbXv3Ud6#LX?^8JaH&#Mr9e@X9jwZfdo60 z?JxGw5fMjQF?m}ZTLW-ROrC|48Ais!#r*q9&H+{kVEL8kIlu-1FgSo60$AYy4hZ@UC$ zF$HE90K}9Hjww6D6qsFDKup=;n6g7mf!T!x#FQP5DLcdzm|a*vOxfX>vO`RP*@Xqf zlpT&K2gDSZ{k7nLn6kq$<$#z1vkMD|DKNVLAf~|V0)Uuuz%k{3m~y}|<$#!Sz%k{3 zm;$qlG$5wH>@UCxF$HE90K}97jwvU^6qsFDKukH|m~ui)f!T!x#FP_`DJR4fm|a*v zOgZ70f)^nH0FEhWodE#H6o>@?;FxkjOn)`v=;y5z7sT|>AO-ZOb3sgj+23rrAf~|V z0)UtTvkL%X3d}A5h$+yK3jkuu1;>;NV#;;Fl#2;s%5}k%iwR;1%>Jao#l!-H0GM3> zFbKF{%EiPA0T)cUnAjlTf+-ghBqqS@A`K1*xL^wDC;%>)Led8SIHt@@5CF#%hz|hZ zm;&*EF#)r`xd8D2031^wJ^+AY3d9Eha7=;t0053D5FY@*F$LlS063;Vd;kE)6o?N1 z;FtpO0RS9RAU-fAIE{kD2LNzPf%pIbjwuiy0KhQ?;sXFUra*iE0LK)F4*=kp0`UO= z98(}Z0Dxl(#0LOyOo8~onBX)D5+4A-F$LlS063;Vd;kE)6o?N1;FtpO0RS9RAU*(q zV+zCv0B}r!_y7QoDG(n3z%d2l17m{IC`fz&0LK)F4*=kp0`UO=98(}Z0Dxl(#0LOy zOo8|S0FEgT9{|8H1>yq$IHo{+0074nh!2bjPNN|40RS9RAU*(qV+zCv0B}r!_y7Qo zDG(n3z%d2l0{}RtKzslI#}tSU0N|Jc@c{rFQy@MtCOD0P#0LOyOo8|S0FEgT9{|8H z1>yq$IHo{+0074nhz|hZm;&(u031^wJ^+AY3d9Eha7=;tz?k4P3KAaxz%d2l0{}Rt zKzslI#}tSU0N|Jc@c{rFQy@M7fMW{82LNzPf%pIbjwuiy0KhQ?;sZL?aIF*&9{|8H z1>yq$IHo{+0074nhz|hZm;&(u031^wJ^+AY3d9G-1g9^M_y7Pd7jO^&aJhhk0D#K{ z90UMdF5n;l;Bo;60RUGX;2;3t$^#q(09<*1gD_@zeE|mn@V7ib8xNQ=U+4<}08{1* zeE|Sq%6y?O002yxFZ2ZffGP8Zz5oC)WxmiC005@U7y1GKz?AtyUjP6xz0el`Kuj<6 z1+?)H(+hn80L1h{UjP6xz0el`Kuj<61ppA!3w;3q#PmX6001$)&=&weOfU2W01(p) zeE|T(^g>@i8xJwP&=&weOfU2W01(p)eE|T(^g>?%05QGL7XUy^FZ2Zf5Yr2N0RY7G zx4rj2#DzX&~Wh3Vy`A3Ra`^_NV+K+o91(#+Dx1i0Z(A3gjH3qk3UNdTwYT1U^; z#NL4HB0E}iM(~bJ$R#GDIZul0e_4~AvjyiUnAn;bkkOcd^X#k*w3u1%Tl}U84nDLt z(6P0&{*&OJ3;1)y#L_|-xY=Yh!rUz2&I0k}05uuZR|Y0FY9=OXUwJL;@`IEcHz+j2PiT1g)Nk>jT$&|-gf*)6a#8tezW^CeTVr^U*KO}NDAtVjV&lbb9Bcz zjj(15FD4w3Jy+yr!)qIP(&TqikgofQkUks2CSytwuT_3czkl?O$K;j>;(~8Xi37<4 zxrm6>x$)MZ)>np=OLnFvglk22&LoR9UF4RF-C(edVuEK=$h9`+nu{-9KIG9fQ7cTD zbJr|NtgW^DXmjbQlS*35Ye@&aNaVHq4)0bry}hN^pQ+`QSMZetN)x;~MZm)iVS0Yw=vd8n7YiWp0t5C#t^23jZ(U;rk zYLLnN5vWnT?-Jvo3D%HZV)jC$#H1BuT1E)d!Is5D6>NHrw2Y7bog^gF{M82}Uq@so zL(ki__DIV#MHJd%xwkK&`rp1XPt$je`g`alm@MyQKLVPB7v34Va%k~y?I^jWOXShw z6?9L7A7sZWw@>d$9?x22sol3gi`8%#GCkzsfDw)vWM%JN9($jg_b)N9Uv~w%RWMdA zxG>cJu3ir%grVCH)iRd`&32-B076~{w2U&= z`UcjZ>e2kEdbHs2eE!_bz#NLUF+p)EC@-kuS(`kE9x_npeyfp^8ak622k3SIvHAUn zg@aQAos|q~j?tOf)WA@_po10@G+b(2iwx?$ptG~9 zfy3Yo=r22H=`Vgk>JA~$Cxre=86fC?P}sRM2m{?@fM}qDU(8T%4$xpzg9riw;5=4H zpFxJObL^Zsls_982PAgr98ABA;V$X##c7~}W`m3a>ffMqaIjt^04SXsLEJz#9H8gH z0W=uG&^frc&V!NAvA-!@d;>gzC~`uwfzAo!fD?4c&(Gt8U7QDZCa?!xWlpG&&^g&S z;5ht8;^#~_K_`(DbV7cm$i;Hb$x)IEv;|&z~Z)P07GCQYsejM}}fgW@GAp`nefEu{_=-`9p->w=Y3PLPo z%rHoj(ZL72)qnB$TL%B@5};x^Ck&DPhvEPD1$e+fwF3_}bc?{pf8C@1Bmgkx&9>$odNoq;177ZpzmD&St1v-|4-E6uIxXr=D$t>mE*iO`G5QIm*JoC zf`EUV{jV1PewBaH_?-a!ng3aYe@y>r1Fi#HeudmQI-1U@*=pCmw#185R6C*&i5x5YF6g*kzUF`tKFft-OeSs+*BJR$H6{A7XL zP;~IY{5v7=6~rZBP*??>1;)zs2Zn(#3JWXb9iW2`crp18?tg!307GcNgA?lPqeG)1 zf70TF;PXf)P}V=qr178dBP9bj$d}scZ*e~OAQ@FeO-={*p&bj9g zPUZOBUj3i${l(e;%i{lQD*@&5zti~N1p-Rpg6R3T|Hby-3-$khY5cQH{uThJ9n4V3 z1gg8Bc7VDD)_MUS`Mi+9H{f!@pa2Xy3 zA!xvt0cuPbV9=lls0n}$Gw6t(AAYQ3Zoqi%dQq@2LCzOCqlB%FnTg&53nSoCf+XcZ z_gE3M32b1r_IJi?%v`_D2JVsp%}pXlDV>0w`eTAK)?NnO z=dZiJ@bnE?cuwc?|o=V{v?~)#)T;n71JyXiVv>j5V4U2qkre|{ibBUak>eaaM7Q-dF#5k!yo0GVxILLOkaAvw4jj6CnGGhuA&|yBzqET-(woAaZJMGWkej7t7nx9P9g0? zK77D^+5FmbBBtA4MPh}E$=B?qm|Jlcj7@JZHVE%OP8ri1d`xt$;_|`M51A=1J+8;U zIwrX?mMP7G>BhGpPT{QF;cwtZa?)8QZy1S zMdrF*a?AsIkwZ~!;vBqa^n)v>uImTaw1S^w9vWP>L&&`+XY`hK!btW?0re26Zcyy> zSLUET=J#iLGL?aTA3V%o@cUW0T_r}kTDYL*k|}_-Ws=b))|QB$kBi@c-KE`dm%c95 z&Fq*Ap_Mn#YUMJk9o0@zSnll;`d*S`9vnslNy=GVd5+H1Caabzy@DERq7fh4$?_L# zw6Pu{w2@}_ULN0*JJZ+3TXYp&{PCz0b&5{5@{l<-=?mdFV!?^7!eb$J-{9}x6hACW z-2K$4R?Hl;G}r#O9cy2-v=nRBr&Q4uAXk$pT?67fq{5s6+^Tw)Wsgv()AzJ7Q=e zxZU3O9NntneD%2SeX+4LtK#;9B8(CLC%LP#Yd2rs^UITQptWqu9lNv5Ao)t&`-|TW zO`o>}-4J*$Pl>3rXJvSg-MsEwQG-rNt@mZJbCk`Z^9xa|s%}xDbRO?Jhi)cu=(xIs zyxz#LtbRSyg>Q;$_d`AC(pvn={B6X;*k!~5yX4Z#d5+<$q1JBU4vJ&??}~oxt5fWL zDDq;Am`Lp0)s_zBeSkbPdy>9zc6+_J;5IAK1Y-dQ*5#=ZiA=N;sYq<34>uNezFQ}i zu|C zX`5VT6ho7iIvxnZCrQae^PMK#{hCo9SU+X2eC#05ad^Pip`Te+{+)kZ1NRJp-kSaK(3>FFcG3+bbpjKlJ|#aE8*@8M<2Z|k|) z9#`|D6H%L`lP46l!&4{sC|{6IDFFZoh-=|GTValmpY)J-zkir91;*1S~5 zU*0p2{!M>5|EGyrCnKw74zHnE_1Ch()sNEG)TsL8Z5eM`Uq8~dCGE8~E;4Cf4KwJh z_$fv$!6O(+mveeQi6CQ-QCI8clI)f$HYMl)8K+=T{pGQ5O`#YyQ- zaC2pl-#pYUpO>EQ_A(|l5GGAI^RbTz?i`CXxoIX5vm@pF{d$tCS#Y(y;62J3=fD+!jrM5ojuYN!ysbLi?3%RlBXcXH{F>@eW@ z@Tq@A(Qfzh6yuIekbDmYzsjto0t(m3?S`O^b>)f#djz{lqv1Xz>#(twEMZNYgv*_IAo+HcgHFIM@+05(&U60em?X}9wEo&^} zuC!;|i+AnjVf)ji8<@i~b9oeXXahC@f|QSGpCs&s@o>wCYu)W0ZY8x%O$>25vh|ii z`mnLPb?9Q%!&A)g!5Qb3rr?81J8o}Lhw5`lk&x+y>Ya~yM~7Ckbr5d~J^s;)Hs9<`LsGG5`8&mX4-cd@G zSeJC?5|HDw6c8A{yQ4CYoV*@GEi36VWZzn(RlL&up=dg)sX&eBpi*(}OzQiP6PhE5 zkFDbmDgToA0o7=Fm^kChZVe^RA~?%{}^j+s@WH=T#<+dfr}kt%yPz zigR<{3dBu~Zuf}cyy}|ugNsq7?2mdhiF_r!7Y6rYi zx_K(6HW%cR7#X7gn~G&6TT&A}H7D$M$d1zAS37auI$@n~p$y~tob2%IM-m~m1a#O? zFlp9}-b9T(q8zq#MRms6uw6DNnoqzh%o51Y6&UM24X!)u=G&~yO%GybF24O?Az!+n zy&cx6l60bZoH)6+yLz^(c}nMEJM4DoK^VNcB{zT~_rjAzxYA2tPipw+Qsu2PK7l=f zH^qBALp2U)$D$R1#d}hq4(+R)w%ajIwx?*9i*#CyoTPu}zMZN0>>I8|b|-&wT}+dT80oAxP0Ic>ZS2IPT!9m?dp97_`Sa`+{YeFd&AgN?M3@8#_gEDh+b zr+VN}QGY|U(%_?MR(zLn$meE}U0f{?b$Umi>Zsz9jaA&H=L=8N0c7=`-2I#nKdjuk zvHWc^?lUo4#Y2s;lXr~!rZ?ukHP<*{Z*bO3X$QzNlx2i}?GKq-ql(iKc&XuDxDBFe#)%fkzJ!&|liH>Yx?Ke%kOmWq`JS`=X? z@nlY3<$A;Je{!!hTWEJe>+2D&LyU^~D(g)2@DWm;$BDL5z?-AtBBGi6t1ryzL=v!K z_LeIbhLaM=lc=8)?@vdq@x1YxEuXWt2^OfdYq#`}@nGC}Qr5Uj?vOW-&xX2a)leZt zP`oBpz|fF7)9?B|!%}xt&Tr1FKe~M!{RI-t{N*-A)4W+rKfaYwS{7wu>Fc_UmAd>a zgK=0RPhF*CyavVLN701gRK#2Nyo_naUb7uuz1zUk$T1E3c9SYnNT#^K$WW`PEXOMH zw&zy|R%2rQokm)1^TO(V;gJ_bNYgd~Q!2O)pY>ARsbWiGKAnosEV6%uk!;0i$CX~g z$@}~&Xcxw;#p@E@zDF66cX-`e>!IE>e(lK5tMd%g$v^4VP}4=5Ri#W`RuCSR;+EQA z4c&h1-hBJJ)uzf}wSc;p753#dwgUgNaCD>rtU4cc5&YZNWPQ;U9A|U*C=*WnjjCsD z3SWI^zz=pT+R37!ZWc|LLASj%KCJTkAdZPJDA?OzNQ$b0EjJZQwrwAE9oG_%!zUv# zS?lcPLips%FGZIf4Wnf}Z8tDw<1tm@gYK+c(tNNrba~;WVX;q4LKlhnE!*cVWNzz> z+f)5bC#nMO41DQ)AqiWR9l=_kIr72R1ELc;OYD@WGt`rPHZG$=)UJH@WYXl}%L~cF zdzW`jsMjgmGJ*q6a9wt0lF9_z5z24uQ&e;A5$3nSBf$NnN#trkI8Z(Pl}D z>jr;-RpmO@TMpw)&uzAM)0!GoyO)m$6buMF`ERG+=t=x^7SX5Dc5^MNfsau%(QE%; zou>xI5|5{{mTGsXGfl@zeAF9a?7VGes-lChitX?BWNA+!wK8yfiAG-P{iDu=QKfHL zxcB{wMh=%xuUWN4Y~8mtazmoFd693B*r_GUVf<{n{1R>WEh{Re3?J9o?K_(UTnrM* zO4J`eTX=co#wreSj(n5}H`;r#Xn4|M%YRrPTk-Mu@)FdAXJ)-QaLp?FsJjl$Uc2XSzc?wT3Q zU1E5jD3s@w2CE7$5pMfN%2;QR=n-YYl%J7F#+>?s2i6Chox1~Sq^T2;Mkc=ONbZL! ztTpe1E}h(w#5;}QCn}{qX0!6aO-dLV@n*BYtl}-dQi^{iX2~V2WOfvVgxS3Qt9Yq; zthi}O^P@_HujtW4jklcY^2EQ+EQz16tbGzcz|;9$1LM5EYW%1`c-4IR-HDv{aKi!n zLibsmXyVA2?qOD?^jRwpYwqh>o~M=Tft7qW+kH?)r<4=3MaW#arn2P(O8MUKu0`=@ z0#Q$u7=tY|3-xTJ9^9oxy~?%G7$2aYNkm$7X^qUK_AS~E(r z(S?J%%G~eOsmV`*>o^WcW#kTmsw}@-Q|w#RoKA97E}u~wVLF^aX-_d(r9u3pP~)c6!hGC_hB zQu!nMbv4ByOZDH!yx*{F6dbg583`5NnD;~&Vt!#iv{Y40)#5mPLX=#)>1U-Z(CjFa zd3j?s*mFJAU4s9Re(LG`xXYn=k_U1-@@62VE91to%FhvB2eb6pBE}!~I7j`?PSm(K zF6C@UBUA&4>BhSY{E5t?1yz%L;O)|(^<9FvZ<(a)oSc#uJ*AzS_k|J6HH;=jaET}? z5;u&-3AS!agq}WEqbbh_N2tEsL88jM%6wuzQLl;jV82`Z@S}TS1qGT6zL7@tK$>2~ zRLYq(^`Sj=+jw9fn#Y6HYgVjJzC|G=vM5&A=p`J@jQkLIK+)i-PL;vY=pb4z*uOuyBG{+XzM>$iEP4*{1s_C?%*tSdGXj z^|_2ffw{eR)9geNNfN=FEWXm)x?k?j8Hx!70uNJ{H%&e%e?kKhee=!r_RhLNeWfR@ z>p0Wp7|IlL4o=zYZ(?pS!1fggvSMBjuX)Pc#Li^jeP&RnxyxnugxYt{2b0<}1~Xu* z12>KIRqwOFORG2cvISfi$qwUwrVL>yWR3_U<1uO^-<9WTLo|rwT>cT!b8}bhn+G4W zH5Gb5{s{2~f39PcvJ=dD&3rVtIcElEC$CCCj6Y_LSgOeZVKU;_&wB0cS{H1he8tyM zfAhp7voIs^bAN~P3IBfBUZ+Ago;1f==}%oPv9HRbXm-g}p$-|C9qY+Sx_p5?=EmhN zHx<5hQ`t6eBa0k}-N<&FYofW{e(x=;=14Wn0g36l^0TIO`W_d{*g2Up_Z6qkwer{vm$hfd^rxi!@+N1ib!+9#8!j7(d|n6fa|VlIb@J6dc=if1w{)hY z$J^1X5jzYnJFN*tvB<8fx?`H|t__g7lUF)Xzw_Tl8puZ45&P&tN3l~S&>rdVWzwRe zsCA4h^VJ%++J0)2=9G%g+_Z}?qAR`c_)A64nZ60q=v^nMteBNCI{neNwX`*P?uPOQp!k` zdRkG52P5lR9L9`m78Qq?8s!*^@_o4ju%wpIM4TO3wVtZrqYTMe0Fi{r`Ja!6;di6;w^!{GI$?xO<3iA z24MJB(&6B=2Mh@^uQ+}=#2kEOUi|Yh-Oj1PHTqZ_`rEdmjo&ZTo&+4??b6Q2C-#3f z3jVn|QflAW*w(ZhcWvE4QbtNzV)w2SF770sg_3$^_cgs@6}y16dvS8XIx#;?5#PtX z3wamLr7J9RtvxQtd%^trGoeeASOVpbXk;k@kRLM=2saL{NTN{O^~$;%LnkYAm(K<1 zwE>C{s*fQG;o#fch%4Eo?^JGHVQXHeAsGF?*t_eXNV+v)@JQp)0d063@6N29BE8x0*MLGF^ zMQBFMuSAHsAz_vZ`#+*(Y#`S6n^2SG*EiahqdGovSEmDaTXdzs?#_MRJG{rjC%DfG5;uK0tDz;BU0cmP$++Q ziDN^8Mubj7=K)YK&=tII>neDv*lKv9^Z-yn6^*_d=vfRh=NW{XdWoRF5>l_kV=CR? z@`BQ*cKqbjZ%)=3a&Q;^Ms}MgKNp1$7ieS4zt#eSIu)oTIW@pbzussVDHz_WX;4lH z1ac(}rpMl9!h_eF8BO@z$y_(efB;E_tAQQ~VKQvi1$uu^!QUx-&^TnDSQ3S8B$uuH zlqq>~cVL%2BAC!r@}z?`k;P*%4VZBME&NnD`t|xMc~7@c4m_Z|m`-1nYpYI)xWm&l z0~5Lrp;%6)33IzRWYk|KV@5?ufC8703HyUerr0n5g)Cn}%X^DZaV%)iFrJfWN6{I} z-W0n)XeVhiW)~%OX=KuCb!GW@AJE{$uRh9;RF|1eGe-2$Ezf&l8 z-epZ#Wx}V=Y3L?0wppUCJXpGlOaMJBx1K_w1B{q!11?y3ppYEjOe#{RwqHWe+dpBd zM?6zD#VB;ZbS;u1Ua(b2dX`evIvU)wAn6qglL?#!FGW_wF`dN@;}f2h@kR8ctqIIE z?E4q++vp=sOLC=l%_ZKMB7_*nSpdrC>MlO~FvMpJKlpB3#8oWA^-iF`-fK{*_JGs2 zM<+2hg|rwhiM4nG9VQ{XfXRlL_uikkJZ3MyQiM>7OW}1F`8>LT{Qv@M^MurO4r*tX zmAgIm22bT@{9JKKtdA}}dk8}63A7Gp5vmo$$O;jUX9vOS26(m}GjKT_Nby|pywveY zUEcwxDG^w$DRkSa^D6hA9ZOAy*^#-o5BapB zKI91YX*C#4oMxzGrJ(S9&d^UcdQ1e6oY&<5r^=%D72i^s~<5C7OviA&&Uk@mhBJRbcTjfOaECy+MoJ)c1iemVRYZkko z7e&}%PFfsjJA(qrxRi+{tz`&{B#^AmFA zVz|$N+-5m=!u0rj$CRtGN3$h5e~|J}dE7?x4kr$V&=d;`>RaeztfJ6f)A*$(LjF`c zB0f^s0q{$vbQova)b2Km%7yGh2+EmC`7$(Q6^|Cc@>z&90V7-anz`}wOMZY* zj7T?c!%m`xL&WJrQpbvQfM+u$)iWg(|M@+f#WKPtFO9Cn(!Y))kt?Mtfa^5y^H(96 z=g)H0BPccP!Xr_>;{8$K{*{E^M9i03;dWHC>$gU%glvXOnj zO(7Yad@EcE*fWY{&UhBU=b0z<5yS=f)_Oe=+=t6x+VIIEd;1ltJ@wg_d3GR##_!mk z*I{1u%abmrpbo0@``c@z8$^EAVeTCpxyaglRP0{lO5ihwXAo@>;K6nH^p#6tC?Z!1 z7Z)v#GF@M5l5sjFr63mmiokqY=5u0>}!eR*Y^Y;A*{jy z86h09fusuT{1b@(QDb`ullOyl)_}YURtX+*{re@ecOz8mub4*Bk_A4V%YaTq5Mf9h z!lAzxR(`~Pw*C~jtjC?w5D`Cz{sgO8?_5cnS1ic8F|@F($g40H zp*Wxp>2IMgfweB%yT(n@xP&&!E@m@l>(ieR(+8CMm6%l>R5I#}*r|o7IHVGW)2Ac4 z>n6jmZ85nzz^j5cYvlsOoC%ky{nF1uH~2I#>{uY$&&M^6#xqXG9UKf<91QiDJ-*B4 z=fg-Lj!$?fVA}1%UgLv@*fhiX=r?OWD2l#6r+K^!HE{DagW2+SfH(lFdYO8C%K|!t z(gXEKp2yvz^i3b5cmP%Rf+ZkGA*e(@0Et||TJ1?U6Yt4P*F!$DJA!U^zf-^F#X4yT z1OB|TH3I9I9DY_n(@m)psk`ssbzb&>FLKn^T2gpm}SE|{abe>%3YcU6+RFt}x zhlf^l|B=@_eFtg0mmZqffG_T=9VD*x9~QHHHI6SAw-47FleJSJyLX2VCQAZsA6RL3 z4qtZOM&6#@!8jwI4_+p&0S}QkiiSjO>z)yw9f#lLtHs)N8#_QyBYMedPTmX+ScYlf zA2hcRo?9M6L0|mciaqnzb2481zZ4NnyC4iUx;o@eUIhz=kK&$I;Lore%HDN7^Ki;u zlsQh%+IIihe!BuFPGpSdSr)-R2%AR6H8b#e0iq(qN9MhHVE2QY5q2by?1~ro( z9X_Ih?xWmmb$iuPz%%(7Ic)faZzFQTOwR!)zizaPYL~q58p@ad&2|LaURSM%tdS#6 zQKEdcZxK#j1nx?nwMe4KOfNu0C7R-#%7IR$n#&%6E}>P&T^{wRHB`(!KZEytdyC(5 zE4Tl3l=E)K6k7seO@XVOzK*kvLXH4L$VJ}y5Mf(L7a?+IT$}&lQi->O;-RRX!(x#& zx?&!_oUb~!2BVG*t*MXh$n5d6j13+J(c9MEXe0LLg2}5NTN7nnO=Z~+-T4zi;yEd! z+O=LOlgom(ZrOVbAl~ZY=qZiDpZ|BoGD!EX2aJ5#Pn)q*^`2-$6hH)eZ&v8%k! z3fcEYirqmR92<~trH0BA^wIwI-)nUGeq|-^ss8*yWKX+dV9*qGI*ubDJrzSHhj+~0 zz!691A(k%{FJ<*iJF(<;MO5p~Xm&33%J1g=#bYHQ@2TUlb~DlAQ_p49bfX$g2Yim= zYUh}>q;knQF)A@ILY;OIoIw#RIICF-V8Z$}I4VfG2r`uhxmTkm^22DLSp2{~;b(ei zZnsZB+^vr|f)<1(_$JN(`oh7`4uj_EB%5lQCK}`JUAPpEB3LQmYPEZS#k)6-? zJOk2faDCF2Us~NkeWLjrjEtitZ;of^qS(nz16dt`qlesANSY#_swwKJb@w~tqnfRs zh=XJ0!|4-wtsXRHXs9lwS_i51trfmp#WV1{pJV}%lPhJEFjAoGyrQ>6;s$NT z#C10izb)8{{Vn>gJV4g^Iaq6*jlYHKQ4H@+|8!`q9(+t2&q_V?*nx5guf~01nYO(p za=GMk82*M8evNF5=3e0@A>XgAmmiPf%dp0}pMP|V=F!2AZ&9Fn2sowK5w1(&S;%Tf zqR6G+A>SdkFSI`fKdU;kUKV*t>SLWqf+%>Gw`q{&0Y02Y0P9bY;@)}}?YbSD- z$J2%XTkh02Y;!_J4*F5%Eu5wSRW2eU9`#3Zel5_5ckjmbkQ=#XNvmYrk7biv2SW3L zuLgRwXStwJV;hH%?xRRb6zrj6TG&f0t6hfIig7LR192>J1zfPshBC~0bzXQmYq#h> zMJj*5-5u0II{>%Dt&N{+3p)jQ_IXN`AJ-oPOhOZoxscw6FwETo862V0e~BAm>b(Fl zP3qn%y2Q3;TOPUY>%1-DIN-xn6P;38?4&Nn7 zSvqq|Y_V-g{RVC}_5V)oO?;mJlKl{=4X@!N@DYNCpS_dhkCM>UoVC$s#!6|JyQt>? zpW0WUO}X^z6yAZQCG!oDs1xINMEk)tJy!^e~Eki49bL6_0X>8pM!=Tmxk#StVsAMJD-JQay2fY_pVl&U&$hJie^v-1t0A z|Ha#KtV-;CiGvKg@m2zgcnZmcjkkX49{*a-!wlu^+%xubW|@@j2BZ*YU`^#0ZsI zyS02f`n(`M9)Ks zIgp-?j%!!x9NCtd-v1Vg)zy{uMvLCRR7@8d?Xp>~KbR23Y15w-kB#*^G_#Mp(BLftV&-IgNe`TB~Cb zQw)Kc)A2U-Al4kDNDg5HDW0uTwp3BI<2x2TDonk=r-^ZtW^H}_UPgkD$jh-0+gqAnRj9JoDQF z+j!7LUD&(@?FX@ZhDDCsZ}2-t*#gV~&jAD32$c+iaMcTXwCB6EVe!M;mx8zSoMCKG zC84+3<=t(Eo?acoK+a;9l03NcV^*iD4?6NpNXjk9OIaHZy8{I0kRKP{ELJ~|Dk3}G zVWJH|rC&9_iEy|g*_JDEdQ7(Kgg$xar1!9D@v9iWef93A1p}ZQfs8OX%+Em&q zPagYv&~o5(ke7DRh<2kR&aKLQAi_0GKgzt?G77nz->>`zqDaAFx>q z@MmeWlE{RdN;!9;;-FTmePL#fG1q=LZ$G=KfkF?wx{<3g>lO@Sc$dQ@CTsWPf}pRO z%F8Tw)&6p`ur1&h_TH@LEL=$8E&XO(b&yqZL#7Wdv|3B!)9 z58rXIK8e&ZL~_%b&6k8ES1qYGVbxi)jT}5(nkSD5&@@3{?{w3P8Bwc4dGx;=8;e)EF7QsS%(h{2p zrdMV9TCRujNW+L@1!1 zC>+tY)Klgiz#xVBX=!Iu80(CUiO~PFbF=N-`qlC^K`xwkH?k#5agrOd5NPN)fo41^ z7s__?vKgNCX5(<(zwSmCsHe50x9;`$i7kb#h?MM=M}W}|)vrbyyZHk$6Hus525 zN68FmJI|2^i~-g*TBdaqA)a;8M@fC(d@xO%P0vlG3MV}7ZhdHVpK2B;IJJ5$7 z%h%3Tj3bU0kC%^=rcJP!hp7%}TOX%z_7}(YY}ql_aD&UDF!4&u`LoLvZts?)-)7Yg zIYUOfmr*KLV{$a4%Avx}4pQLHSky7JBtb@sZ1GbD^i+u87C#e2%c?=tO$2&I*pjf{L}ExB}9$ z3GGnZ4~`?4p`8&u11BZN58+YcKokxON1{p?7u|HI>T1bI zPF}Y_{wQ)(Gf>!d7!|1V_)Ud?6q+gKZ{Dc~a zk~SS))SYQE4k+xyt;uPmXGxYrB11#vchsZ?_(iFbdShf>tHY^?4y|bnUJwvJUyPTb zZa`G41JjLDM6=U`v-9W)M)Sp0V2F1cj!o`390lsCzfzmdDHfL&lA9zt4a#3E6nbT4 zFH+VN&}ZsS6%CUpN_6DxAA-Ldk9gj(I`(rFjDI5UHN2-Gx5kOWABUBCYIpbiwpTJXV`vbTH+V<&C74a}6r^5o>rIqz;WQJZ`Zs@lJ+0 z^Anu2^}R2wo@4f8yc@!mUh4YI6FXvXokmcI4n9FLjlFDdn9i6S{E$?-;>F=$=7DAb zzp9yP=-}8fb@`Oi-%RidNXQO|rF(2NR*x<*AZ+vWUf^A0YM0Mq2Z)63otVBDohR`T z4ylbuF%|3$=ED>_?Z)(hi&gnkWy@QjG10hr( z;x0ZAks-^jZC3uXea0`OIia+BVB=Bv5u;S6bZN|NzdbgyvfX}Y8C#LcH$k%h`Hojy z_wboB4@=mmZD-a0J}E8<*u?V%(p+ZrK8d>zC(N0&KLfEx2POTL&Y6ybwt&$!aT}jP9I8$*EMbe;uw5 zwrZFbhi$7{NYZFs(C`3ls42)AIiW23rJB)yGOeVN(l;Y-6b;vR-2&cnT@n5okTtVI zb;eP^a6$E(Jv0s_bf4QyHOgwXOn>LJ`{!*Bnol-P=kkH*+!Oth ztd7fmbTcL@<4RUzbD`rM&){3>3EB=wqjOGVN^Fzr=NYKAz0J$dRrgi);-?9Z1ICfp zPG-3;)sNgW;^zfUj@qwzNfZZ+55FH%oWyGy7F`XeT`Lff>e#NRYFOWjot4tM2D@j~ zFoCHg2=x-x(w>-^`|rKalA2ggzJ=C~MWkUVXG(5t(c$fj4n>s73a8#Vx6Z}B#ou9~ zRvCANXjM9G@KOD$=3!tz_(47*K)ztIUjx8kb`E~=8H;@HHG|;RO7FIGe;dSpT`e65 z=fXd^kzsD1c?@ZeRjf&B2k@4wEXHs{Ia{Gp|lT|UJ+tu?*rYupwUf)F}p@-cWHuP$%y;K~7zRcG$t zjD3&-ZQyu$a*Oym;^6I0*P-S<*|7Hh+r0A4bp@)$v9`IZVd*{XOz>spwdy(H4ELq* zmElfz1>NC5XJzl+^y%lF%F53d@CwEL(QWjigO&Y7^eaj^cQRVVz~$ky*z#EOc!xE^ ziBRfY&{@6}9#`Ws8fN>@F$2IZxk=0~78Vt5MbwsGwudg>B=gchn(O&irv7uv7(`sV zWV)Xh)bmr(cZTGoxwpsMyjeL1JZ zc zypOg}T{G$3lvq>fN#K|&gWFo_y(Fa{nR)(Zd)0W%y?j|-kLB8{Medn1^-!VU88w2} zEYdL7>+~u3f@_9Sgv_}xjV#G8#^)4#C1@xn=0F|NpR~n3{wmr+LwG- zPwd*F)J&p4Lc70kL!B@{J)w*PKx^OGK2ip2TjNYq?poFGSMC~Dzlu)Na5A1BqRL=W z%b>s3-GQDEG2CWE5&KYVPRUsJy~`$$=~GUg=?&9LX<;NvI_?gn&Hs@bP3xpKhb!rd zU`@uCkvEutLgJDo@FVH#OtE7`eQJ4W?eN9o>1GlG=nPs|pE0?<1R-Tv*K-RYzCj+K zG0a%>)R&m~yRpi2zNnatO=gpR0i_*gS%2&P@l?g}g)LEaZueBL-+_*25AgwBiI9f zKFQ(1qnMdKkP)I$Hc4^80^r8YG-B#V4!&w-p>xy9Q%fpEnc5!B-rsimy}ok@cu95- zzdX5Gwx_S5PFFoN^-$&EIbD_T6=6TB7StQ%%00fV{F)pFaI)i!CW-(_OVwk$458$O7g!EY-*M4GF9(~hptoL7h0@fBHuz7!8+!o5Mi!M(w; z!O|i{K^-hpT`d`smO>|^g}9%TIDPp>p=Q_gI1@fl^pbfI`2#b4jc1_P)!$OXaSWJ+Ev;K+r~;oqg$pbSEC2shx2x1!sGkZ8}h_;+8*wCsm-YUAt;C7`nSv)B~_e8 znHDY!`)lS2g$uk1i%Mz*6C;!CtVmZRXx$f9K{1;`KGCgIwg>w7)2QSDTz+1Ze1c)= zOt{IJHdr)7WpCp2V7UZdXGugWgRsvJ@kQqtkYZ#hMkJkc=WZM ziKQf+`tMbUuM#6xFG-RsX)V+(vKfsXn@%Ghi&wetzB9>ai3u3JA)>JT%`iJinG$X! z(xP$GM{*R#W=Le3_;$U0E)+VZI?iPiJ-v-w-wV-dxbU3iWAMo0>TDY!$IdXb+ZjcD zt$)zkZ^KxsAKo)Y3cJnZVeMQ&nU94`k^AnE2>GQf7^@VDvzwpiIfRTZEzxd@gqwhnz$do;ceu@%^kVKqWrGCAfS0}h$<1`5scNsLE6*a)9?lUhO z+I>1`E=m8DelsoTm6(?gj`@WElX`?KUXxDQUQQ{_WXa9!t4s)Lcz?*guJ6}`SFGWZ zRwN8cGm6W;7f65`o&o~0ES}c}*?w9a?9pv6O!_3X=mT6>o+L};N?D>Lg2x>ZM5bPwf1Gxv($ zb*-}Q8}^kUT+m>Dn&GLBc);jMvI?!=XhflKWguFMKW2XL%Jz)?jHdajh zo5SZl5NqkMCB8#fhVKYuI))ZBG!CSqv1ZhC2u9sScH6;KH2yZhN&-=5O7>dM1$0MS z08rft3=h%F%fcTd_?CFmEyw){;jItzZ8b5?BapB*kj)R=0fxY`>=a3Nf;HXA>UG63b`!Zx~T9U zx#mP z&4KySv)0Dx(-)<&!nh=w#cATBR@S_|MWeabQqxXXbK|lUj!Q7libI76Ns1x_qKU|7 z2KG7%foiOE1t!Ta)b@cN8ml@1(&WDTfU0(k&1SEqs$sD^rwlK|C64r^PcdQ=#~qV}TM#QETPP+S&7vM1Hmq2ZB8 zeGH9YT}r~R5fRP;&SojCQF6ZO?qZTLhB`XN-TQv&P-4Hjul?Yl0+Av}jN&%MzA8ph zs6~vNI$@&U;RMjit z=(Fe%661FOgZ{gcz1A|beaWIdkGw!!C9&3xq2i~jsCC#Gf~OX_$$0dopQ+7^%*NTe z;c3-+V~t`&>${c{({3%^Pi~E|uH$tSiIh{W4foW7MXI3$B#mvFgS~S=6OAKABi0Uy zs}7&fnn5sNP*j4LuD)8MslRRXlK#T7%sRE+-dc5uE)C7oJr{FMZTop?xnlf~64wou zo{0X`<4r&clXJ6k6{azBEaq)TOjvC`oy0POb!YXg@v6D%VzA6x7Y$GU7k8Vuzz2SZ zWqKQ*37UsX||LXjSz5Nm5{$^nO*EFFZpPZ}^ z-`{D%|EDV9UlQ;?tAu|if&U``^0(gqnalW#3jW`zgi~!6em`J=Hq#3SomkSkFRV!k ziJ@WmJ>`}mym}`^NCXIBTit!#&!qAQ+-=fWnJZTc=7z6WT7uwlu;UZZ=Jjhq7J*`? zc~KaO{fMSCM?bNRx7E}{4{(hkeJ^oJUiQ8F5yLe)sN9W7=C$^pNvfPQf?XT#=f|g? zYcVr;)+3co&kPx+IX7b7z}0g5`Rj{9JYsV>fKv5?<_?^N`pw;fm{pQOhD>_uBQh(i zgJQ7nonglPE-rA$m%xcsnQf6CBT0ut$zU5@z$y^V`JLmBPaD z0Ug?@eLpho%QhkIPZE9qRqp)l0RK7apE}xK8NxvKxB2Oh9`7eOM|ClTP-`IkG zQPKa6E%-+Yq+?e7BmI3MMW0sFzjFouArAh-hWc!0W@h=+Y*_x;8~h_XF|+>h2GyZI zA-X^G@29BuXRn_w-Y0eQKX%~%*nxi}p?_ka{!K~xn|btKw11BKbk+X)`P-2HXf6G# zt__uEV zYTUmy{*^QTAv6B1^|K1DyTh%|k0s6;M5C7r~(7*En|FK@mKYM{_ z%x)#;)9HB&r`V!_lHJoh1ZCbLSdgZREXc%2#HSQmQd7La-&BG6!g=Ms^n>x{L4|53 z0}Iar3*w;SG)7CWLTKaI$q_ubmY$z|{Wi?X@NvVv@sOALkg>cVTR2|aY#f9r{Y5^8 zF9V8Y?7m#w{e?2e!!`IeI@Un4{d`VUOaa+m1^nYKwz5rs8iq2mg0$I`PWn2H9C;v- zWyJMZFzym^(ij>fXJx>!=M622ZLfLB*5HDhJ0^$($v(~fEDUOAX>QCmIKXK$({}BV zjUm^x4k7y9wUgy0Aef;x0&ZD2&NG7S7=d`Xz#fz9Fnj_c!uG(^6i^-eSoZN-S)6yn zNlW88Qgs|~AGJp4+NB4N1W&q?}zp7N+FUxnsJn2etWb6;VWVS>+sZ#YPMXWfE~6WRI%; zc}2oG<7Y8y|Hfn@QXCtQQqa!;pL^htsPEu)q*Xy}5}`{Y{Vu(}({8gJB7UI$XlH>o zXawy*PxM=v2#)m2*}l!*uvu)L0oP7cXJBKzAC-(RaIF%u0+}bze)p>8&*Y=bXmb$9 zubi6)&i$lWhTp1eOMjR`~p8If8jzGMxq_Wpn$J+Yd#mn_5B#RtCaYn2082)WOC$D!NT zSzkI_=E&ppX4D1ynnB>*4wHf6EZ`9ruYa}m3==m`G-eZaVl9OlglrDUf1M20+vaBz z1B7b?QU}ZhJP$hKUBQDmiDQp^EKl6wWBA2V>>bF`h*lSNig~Ek0Dpe)iE&}{XDO95 zAmAPLS7Q|6Fv^MGCDn2blUjq4tdC*0-1URq(1T{E2XsbBu9EAq;;dpFZw2qALQ;r* zAam$lRZL_~Ush??zzx_$$i06t26~sNjYQRVsua!2O7lG|VELd|w8{yDnMjgl2$Pa&AoCX(Zf349x!V6BEz>c;N)r!I>5S?NeXzX zCq$*+*e-`{i)@hbQyq z%n{t<%v2ODwoFqaPkZ13`EoV!swW}7e;6{o%pe<~VfPXCw98ZJqtIn_R8OFBSbasR z3WgW6hhDk+p!VoPd_eXCUB+}HHg=qmu5Sj+gC@|J6ZBh#Y-1rBcKy7^^0(H+lr0q0 zb>aGZyL6HXyu|B$Y!{yM++6*aZ@1Kp0QOMlK-jo5b<=X*Fw$jCb?Tm^$^!jE;g}l8 z6U41fCA#l6G(kvx?F9D%d%R(_i=hcKZhM@EFyAa)uZQ1qyeb4%5Qcx87W;(!I1^K; z^b~A5CL3ISlcU)eyXCJF9&LLQvRU3CAdQe=zcbDY&K1d1r5qp-0f@GLbuQ%J>sDI) z9tFq2j$tg|e4>{@AgH=?^&1B!8NWGbQ=1NrOg1uiOD6L%1aC%YDqe~I#4Nr}65pQ* zT^L)cA9;{PtPbocX3yh|K;8eY9;3#XP7hx69bY$1o;jP_mS6!mA4#_^7^z+?Y|C!x zfp0FZI<)s$npvh{6Y-6AP&*sIAtG<$<#IA(%+{S?8WmgQNZx(k{cIju-}2>YhPvrj zkthI$2km>3ctyZvq@^fM?@@&?kDWa${acqu4~$YlR0a-Y%{QnHo@p);!&n+ zV@F>Aee?%*oT<0Fgl^oFk}AyBdzX_?UaY+tO9hJ5i?nHSC7zyYkI|%ohMxvpXIf5M zx4X3K)O@o;z=~7w{g6k9O*9}+8b4rOvj2rALDV$xYOfATX=Ec`W0;`X-~5MzuG$MD zPsg)IJy9x5oizKjZ6~f(Bgh+QRo^YY|B#tpXbh$lrc@L(Fk z;2flOnsmi=Xyg#aF&w_h3-msJIp8E8%6BQ$F+! zVID{7fExr8IH-=kBla0OsGhR3u}1^+c$;0u(%WTcSv0J)W;qOD0^p>9HIA^1E~lCM zp0$+aoJGU~;b;8Dv|_c!3=1<7Bc5+u#k~Bkmi$2rYnQUswa;qJ9OZXRt+OO>T z1dU|Bs&oa77Ws8ZhL0s~#5X7KMV)=_7Q`g*2X3I#14C{gcRV}PY0qFcNALHkFm7)6 z_f)U8%gu!`AWmWuRvK|HRZ#~tdrej@9!%NVvA2T>htZ=nhiA!b>NpkwEngjR-ams*^pJEWmHft%d&jCjh-u{rkF) z`j3V4=#Q?96jNIM=NabJ89UZ_+!Q(3Q<(5o?TXNfO?JcSvKN!BX ztU}NTe*3|9id*DZ*NU7{5n{V)c?e7r0$t9qyLhQw!fE*p+?Ks!u&U11Q->Zk}lqjBOviP983FVHGsdb&3|zy(-mDVM{`eu8xEbztGl zf!KW;F1l=|xbGEDdkd}|-EC(0RXPD@53WfIaA;yrs1C5E8IS=h5)uy?=wWbej98Rj=ZaU`5;QmF*%i$Mad-(P_ z8LWyGa6gniioEEcEt4*1B$I>pdZ%WzW0=JW%@0v^A)>wHeSh{Yf%+znMvIDwFF!sy zsV@zO+g0TvBcQ(Tnxvj z0!YcR2?QDJQ7A!s4LL#S{CfemwsW2AH?@8tmm0jN@kdD35qzFC&f>I%tcZFem}6-U zB~Lgnjs>Mp#dt=s4axLW=hg&r7nQM)@GFgx0>9GM5S+IauPgJHZdZ*QT<*m4gXJsR zttB|`%hL~Dc8>}*Pkw^c512Db6G%Vww-ATdRaV2#&J3Q}xW3pRTfW#0px00iW@qA6 zzcPW}LhCm?fq#BQSyglevRFj#Cm#7gr(ClHUhL@S2Qt&oEd(3n;9u+v<@tc`tY8jM z=Q-n@l)K>!x8m%7;}O@YQ%)RIZ5b$2?JlWxNKO8DHJIdPx*Pz_Ot~9s_CH;NJBCnD zeN#1?!=_)+aQ*PVtuHpf*KeN$!+`#Q^EAUNtj2Q&kK7NFH371%cB@~i-koj`9(Z_T zn^Oj3|?=OKZe*UCWfa!s!2$cNw@=K}qC zRcB?MBhev8Ij}A;2@o22X+1i&o}NV~7k%;TFJ6$%u0eLO)*MuwCA`p=YKU6lJCI74 zB;Z+>A7&@CcBBtP6SPQt4uvq*nVXng4>ZCzYv@ySeWBm33u5nmCR%W)=ojNV{=cS6Qz%R^gLacK)?p}q!``zy&6v6z4V!xylx@VGnD)D z_t{l6;5EuXG-2Xtl{fZV{=f{ZsE6y=vT94p^GvhY;`D}~nx2Lh50D*>m~TCDs{{TM zpjj>DvV|hlke=91{c4dq?!i_~%!m#i^{8BM zNiY&jJA!F+6Ly*0`U$i<`zc2gy0}=|@DU5_rB9Q7b^LC3cXB7{CH~ym=;!BPAGb|Z zZ!8m&y;x`$a_ZX=9fWQ8c4CVNoEQ9MQ!h~q5Qo~F&4lt}53&|4#j|i=?%g>Z$gSV) z+5+mfUMRUAxJGCXtM`Ax%!F>ZLd}#?r>H+@jO!b{J?PO$^;Er9cs`tt|Fji{pAm2M z)XErA&w2)&7Cy_3Ly;%oQQkfPUuS5xrry95xdxs{UUv3jP!p_^{zkDoB?f6Qr47hG z_@KIVjY6m@WbwNK0M|Wzrg0Bidrg%Fk9Ji)@ZEaAk9TtGqlXjdJ7H;BElcxmhe^NL z4^LnW&>C&9m0Xg!K8?pvuLMFZc71JQi~z!~cn_DX0Rv#}FDP#rG7I}wZwgHxXB_X1 zH`g7<5481dTxE{8-Eyrhg_<>MN%+B@DNz^GW_cJeKl|+ws-Rf)wmg8#;`Od7V(1ZH z8Kv7Rl@bp~-KuaJioNz4*E^={jT{;TY;l7eJtd@u^7{vvr*^qj8En&bUD*rH@1UNy z>ej2%^@iF#ALgJ`EMI_Zt_nT4Y0CvN?aGa1bDx|y?4>!o7_T(77*j?3jy zP=(>##y43oKt(4sFc8#bO!nNmp?7$BG#e1>B7g-5vlT|*Xz)9EAb`?y!=$d|59ya= zOpk1J?WIz;NRPC9;wKMdspSR!x#Fs$LYbIr)a`8ApqKCZ9Cu$`1E!&x6AcAgbhhDW`+M75uQ{dU&@$yF;J-?D} z9PwgqtCMDV!F~)BQmdA@$1!@MiBL`k8cf$Tg z=3V1~x`ebsu8-X^>>}m<#+g-g*#TYB)v)mO-q&CMyFhDQqoWL)-L_4fVF5eEP10m> z+MD#ee8sJRv&eupIr$`69P3Cqkq7Yg8N->Qbp^rn$ZxBZAQ_8>Wyjkp1)j0H?8Si$!Y=VOAnlc3NEgT>j=_;wmHrd$J(Hp2G~0s5p=`ug??Oq} zzr37CJmXd)cUx{Hj4V?n!X?_d%`2FS50;^gx#q3$voi12ABb-}V1JU$XPC4XE~~lw zq$IhdRb`vdsRSq?5D{P>k86OTUerOY*VysuF=cF7Lbl8wQk_#gN?o-ljJn1fCt_{4 zJ_GZlDRaqOyc_3ter!Cbws!q5((VGTinM*;{^}Yl*kG)IEjHZKV;3seD0ZQsVh30l zYj+YVb^x}bC>C~iVIdZF*V^Jcp!+;4@c#e*-}~<8d0h5(Zmu)uI@g?YzH`kzRW6;4 z%hUcv+_aO?YhT-a-?+P(&&L->?%%w>ecj&ui%#BuadO|mjsC-2QqsJW%`l+nGO_$)r1 z|KYm517|&4eYaPmN1<-ZzgC*$_4H-F+Mj-3_qOe)!FGNRBMWv9oVB%P*oi8&cE@I^ zl;urWyJNXW&bt0~U|8nPbxYJcR&;2EYj(Y#m0s=pHaNJ!W7izJt9%}?H`C$X1p=kx z-Y3e9Z_;7x#ULYEK~N5-LY_w*W=&?`Oa1G9A-wJJF(^XiMJQuU5?B0eoo#U zj(Z!FKeQ{_Z&045{-6513%}6e@x&p^#rk*;%@-Ft7pOM2L+;5V1}|OryVU6Bhvs>^ts7+XrFf>{J0s7$w~Za(*>>!z z1v@7=v@BUGPmi)UUFUrHc5~SK=kaOZ6r3~m-MHa%|Frj(jZKUBr?cJJarUkCJv+=jQ?OFx+1^*Q z@Pze%Or);l;{G2l`x8J?>0v^Y{A? zrQeR$wpPtRVoJMV&JbQiH^Ouj6GFIHSDenhx>Zc-Q6cF3qfmG`ZP`18qIF9?R3F(z@*K>LYT(>8x>S0zWZ^hG~^tL?bJhHu9g{aWQ)vo&Eso;~KQt*Lwsp7!M4 zz1tPyjS?T;drU9)zS}q(_pc@5ZJR|MagTY`c3X+`BV6+wjqI~ECSJ`rXzj_~W`Q%G zXH53%f1yNxZOikocFy)*?vjwuY0|8|W3rVm{eDH`_J_K3&a)=uT>9g$N_!s5Rp#il z23cI*m0A17H`kq_qw1Y}^Kpd7t(?ZbQEy)6nK&(~=DTudqlzya)A&iNEU!HWm&*Rf z)?TGs9lC5gaEdl)Zo-W9ZR46B{FX4^q0k=_W=`nb>*!qH)B9g_^O}^YLmRu5J#T07 z$XZtWR&{5|(2z0a=sDS)?8KLYqW_B84ZMx83jXs8E!^FH&;7i4Hg~)7ZJ__%F2fo> z&e!?%-t1M*Pjkw5$0?r{cJ<1xHK+2$E}xy})2WXY{Q3u%wZFKwmFu10so|xh+zrfa z6(U~QSE|_~cf#X2t55dqHK<=`X3srUi!^Rs?QQFv^Jl;A+jWg-G_~EFcE`G^@+Gxj z#NJq!gsCA9SGk|-q%O!ay+AXMTtk}{XmxtsroArvUMri8gICJdUa?8q@@nIetG8U1 z7B69cXx863GwmDIb=LjpQl3-pSJ+>-U$>_%MihRuX3gi1BSx$_vF6B?yg^q!j&K+i zQz4;l!qGMJqfZ`~)~w634k0<8Y+0ACi#p!#@bcT22CiLF-eH@1EceX3&32!xb+2vZ z&D%rdn`_r~JAS#rpUUme%9cy`ZVrj{{v6o8#&Wkm*Pi(8@scJ7 z>rJ?J&~sYJOa0_ic3I>9Xm)zj(#&>+igXz^z1)VgRR*{QN0z+qQY`2}>}I=*9dE6T zTpIsd%Qnq3hOB()9#XpDnq8q8d)j~B_Go*%!80#!iqCuhSa`Oxf9}iOsnF7zwvB6T z&v!WkmFLf8_P^Q>j7trr)>7Mqj* ztG!FJir+()C|y1t?_Htqi!N0%yqekFc2l+{*5!u@)4xxD@H)Qpsn_LxbNKyzn!0~A z`|Hfi_%B8Fj2fT&>4QQ|vNri`+V6>f6aHKN@4q$9Hmc(>$4~Yz(*E`K!|QjiKAc(!FPtu-8(fbx^>+Vm7bGRd#5St$WtHYQooTrylvPm^k<4!K> ztcib0IV)7|@iF9~v>4R4NB8u{)sXdTY1m&c;VUJ**>V; z_HRY|c5t5U;m|o~L2K{yYfp6zYQ0Vh@c7*7VW%u-SG~B^Vb0Aty`C1yUGPz^xFREN zRQ|nKNSeiG|7vh`;=>&KX6-4Q^HWI3?+?=?Kl#aC%Z z{IP1@(mea>I4zx(r^#RW&!)BRlU2w_pZBjBml~db<$v$u^lnKnk_XmHq`mggexJ{T zm_y|^dzvj)O#GwJs5H02K6ZUIt&?5jHIBC*hu;V|Vclw|UdZetm6{E&d}(a=jd5)c zF0AzZ{?~+#jix-xvH#_R4^8YE9I}~uv)Q*=0q^o{TT{`$@vxc3`?jqf-mVy2_gXpI zNL!D3qw2bCwY@&t{Zq+vH=bNNf9%1AGkt>gEZ9+d!=lI4RxYmhz3A2n2R{vcviM!p z2(`@GM%AXwYFO#wEw}b_MmmQdnK3K+nwr@ws&UDhmjIv~}Ou=&at%&wl8juqYS1 zv|(FHhW;U=A)PM9vz$J^~pRDJHMvM?0G_R4~;!|xY^>9o-T5w@HF;Qnob#V ze$wJ~r6NbA&DB2Mc7%SQT+Y6IZI@#H6LzMX(xcarS4|#PZ+c97x90Bp zX>skxoXg&ETKi#M{jdfoNm+ht}Yx=c;_yCW8*s| z9K0{f{q6(|nZ3)kyZ8A?ch4OuSz=kcJI*12_TyjVnQ*Ye`z)2>cJ<5iWn$qH){2BL zo-Md}&}I9D=uInEu9`4C`0=r$38Q^)&l`2jcTlfWMGJm<=F@d&OxK;|?$zDdpvJ5U zMaOLR+PQAhAM+b|7md3-<RqH^i{J)!9bG4Sh17Z- zRJ7r$T@B`hOeyZOTFO*Etoi)nK_yNWU*S~zc*LA?tLtyBeR<_3TOaq+%9;2(*8l6- zeH>iP&ObxiUTvf1Wa={hyvKu=RdSTFEg$XU)_K*Nd`tR19hdWDzLOPpbv<>9Z$MTZo`iFcO5kMRBZWTuipp8ook^rv2Wmz@l-d*!pqxy=pI+Awr9i1rRHv0 zw|>>3*j?T$pLNZ@u2i-$(Fu#~=Z)xcczWPf{~pUeZA@Dz-RV6|GjIQtx%t-{8T&_j z7SGe-RLL?nTMIO`FY}kSE2e9$?(-kHuj*-(E3-!T^_MqgNxN%Gb(hukOC5OQ(yI2j zpjY8%&}m4TG!ZyuGKfcw=c2!+TGo! zvw!HY#I{YPn2+ra*`C-tZt2>H>XDs^ORws26Z$R&|6v})~`NV{A4K39o8 zS>U=)eE)c*MANcQW+wCszjAeC==-k)x2C^4C&P+MW8P$!$0k&Fy7=_e*~JfKWn%E! z^jq6bk17>>{d}p&_oeTB4g5Cs){K{x@0Zv*^L#+NymS2zcfUCGogRE@z}4(pNYril zW4`+tHm^7`=wtB3=F>iu2~23Y>3pLXx9bMpTD{=XmSF+c<0sh4a~fv5xZ+*qfy=|I zw%Gr|>*&>^yYmz}TIfNc(%DuuUfcKTkrh{3Ui6DxsGZ;2N_l!kn@ynzU zqsu>TJ1DqI`2C8FN53i7yl}O>Y4Sbz{cDbq>26*5bn8<#w=ox*XDU@NXn1Jt`J-Eu zcW-ffSFKMALe@Dn%`$D^hHdWt4Puw}zL2nL(dB~MDn%UKJM6{ahiw;s?^!;k!iM&( z+qT~o_c8xr&#V#t`);48`}Amhr7Ulwa~6mif72`LwDwZZ<2$#E&O5(8a zrM13--R9?KH%I3Ujk;Dk^4jrc-V0)1&DiZ&Xw1u);YF9E_kLD&&!R%{)yilk-1?X8 z?^Zu_qx+f$&AXP3DpfXU)|)kNM!%W;X3>DG9cxW*elaGj$F_V;zO0GAls`s&((OsN z>#d&WdTv+6eQ%?VtFAoy{#T2OaoQ#AREr+Fj&8g7J~%q_jZbNxFMYV`=EQ<6Uo;t3 zw$h_MH#;;Olj&`~k3$Otl^tssL47+-{nWcxrL&hFJc=8lYx5edy_Was+>c$pR=U~n z&qGtL{t;4gWN+8u?^^j4tGDNK+C|MjEbqH<**$aT*tj!|A7@?D^}&eyQ{CFCOLy0N zS*DP*VCRgR&5E^7Tj}@`_X%TcM{XQ+WlHH$!U_Cqi4$vnLByx!y5 zS8aJCPKQ7K>g1dA=@9WPIB0Fa<32skKDf~BUGWw!w$Fz}hdLb1 z`et>HTr)jmC$DWhbyu_C#H4D;*nu>_|`kU zY+CH=9XYG(pM%epZxiu3!-57j`5U%=(!XBR4z~>vFUA9Qx3D$j+YrtK3E`sMBP0#3{q(MW3vhzGQFz`}n`p4f~|_cohCD{QcIk zpIWS#DcODdHfzG4jsJXHZcbRCWdTk+IGjs z`Aa)_4G39tILus>DTjLGVQgHVs&2*@*G7)*It-YUeac|tmG30y6PePbo%q^lklxX@ zNz)T8zJ-@qRKs;=smB+eHwyP1Ua-NGDHmL3JLIV8FtJu;msag(=Q(j>!x2zEgn1h<(n>_BUXL5aoq3p`bmFu{a7h- zdMEoklW*rJdm%bk^DfV_?acn9*lW3d*$W*ygyelSyk$OP^3iqsT-VND=bJmoJaMQS9CtSRa^vI2M@F_Q-x@CPK04%X?88BChHd`Vu=nRxkNa+jUOjBkS)aZe{GSH< z53W*W@QaI$Z&e*!z4WMn)z7AMJJNftdUO5y^&>pru6cNM#n!!5{6ZRfUfi>IXOn*W zCeGWpW!|oO*K@urT_Zf|ps%09-ig(`S}tkYI^E-ZEsH7-Za-_Xve$@}kL<+jFAY`e z&SDPP!ZsZFC_M_Y3n}Axsf45biUJLCUd*-F&a8GkYxzgMgU=l(cD_ZIs^wSpFJHQc zezKeGF|VlBX{Js6JI~Ws_p()7(l~wkOhZpCa6B^6?e{-NZrl)CanO@XJE~OM6@7F; zu~A=|p6T_s9``V;TI`2&#`&n>MPnxH35}RrzQdGP!xl~!;&Z9+P9-+Bthgs@ogtO` zg&ywVGseZP_LxW|$AaJ|H5-J~imbeT!plq*hj`T-;}jQv|Hj-G)6bk7`gGF}hp>eK z%R|%O9a^}hv(v`4=W-N0?LB_~A5n8BJ~bVtO__0L#f8o;^GfZ?=Q1@kXRgC__rLzI zw7}u|F(p5?zU0^=ASit$zl%E``$vxW>=1kM{n*vp5@zH)TJMT)-5pOaKWf`0xc1BG z3B^AJ1YSHoV?@)lhhNz@UK2jq@$`!C`;CU0^WK6=+ATo~b3cxF`gz%56XRB?AD zn~z4-v1jAU+&V3nUKF<_#_PS@>3#J*4>NDC@_qQo{m0*iI_^H-x$Emz_j=g%i+f=H zmhHj(17(-m25r8O-_33FU1@WrE=MZ)J-M1@-Nx7uzno8tR>-~ZuTg8Bx9hfe*5A8g z!nMlp7E~(axvTS@?{62}`rH4>%%?}gdf&WJY}A2-*lfckpU>ZBHa}co=);qz59j|- zbd*Je$~ z<)R)v@4Ty2aI)*PC-O`SR62KZ-CR#4pYv& zE%3)Zn@OK~ZZP8)MK7{l)T8gqpqmTat)+vm3=2CPeDv0%-6aMs+frtb>j}Fv^-hP^ z+cSB9(SFVJWgSX}xqO`z>rirJt9{2S_8Dy4y>uwZcsPM!4<$KsQiSWA7N1xC(;liYgAA9=wI@CVXcK@pPL)|W39y;av zO4mK5mZu9CtyotPJC`}z)Kt#qICW;A(lCARMUJ7pGX;*Hu`W7l#KK!^hy2-bXhMaA zN8g;HBcrz!%l~2A=C?Qga_n)%vuU* zTk`V#L7gY3>r%Vcmlv71r_d9w!Eby3eZPnghn_6_1?n?IS@=Te!wT9g>hrhpUpSU4<;Fky9 zEi3d)co+9|(c80Gc09fL?Nn9&PxGrS>K3$kO=!l;8#g$(XFvP>b%W;(yY$@qPv?0OuZ(8}E@?(~IgM%bpn2R=0%2Ud*m2<_hRV&_G(eWq=$+}SQ5 z-$KXo`-^pTu5n^_y4Cwjw0d&+PE=O^4w=t-J$5}i+Fb;!4|j~H+17c3^XhYY$zdz| z?sV@{HmdQ|3Lj2yyESj;zCF%=&-=E1$i~x-6SmLaQSx2Wk)>aaD_g71)!Mb?CAa1l zDY|=kP_0D;o;UF9JHyT{)3Q7{`p9ET+19x@W1Y>+h4r!(%hsawu>POTWwVF0h@4_C z&pq;H%G_)gcz;)?@)AFWWkbpG^* zPs;1zU_wiMOo zR{8dILbb(Tmil&aJsslFc3Y?4j?}t&xMyRlhdx95j0+nauGXhzvBD=0mFabIe!e^X zT9mTMQ%kDd=e$khL9u0v?pa=B-k1LEO8+*0|AQJs8w_aOuJYA^)>6p{OJ&E5{(J1M z&&&9G;XyAe_g%chV{Gg39!mq3$9`S3d_|?1EeDlbTc!1-Rf0MTJ zeXrC03$D$5cE9d8KPhd2dFiq?C|qspeXlpS2W1RhxiyEBb6DO&F<}jT>x67j8&4e+ z=3=DVlBsN`@W`TR`F2AwybsnzI zRDbo9^3C#Ge>rLA$%u11D&O&VSznxQ7~#IA*@)xTJ#Ne~k?*~y-VeBZ;NjB9+5?vU z*)w+2uwv~aoW{6ZdUd=;fe(ud7SDMXq*v zrp5O!dp%~p(rwfGv-66+Tp1JPe$9;VXxf&x}{o)U4N_ zS9FZ~sK=Xps!C)D{pP+-qvg(RrLGK>BVK;q-(d2eRpYKy?memJ z!mD1*T!NmRUKUpGW`%sS_bj;I)V}!U4|jX}xs)vu9%U<@ua7U$_uR?ovT2>JT+z~( zU9@iR;0cE-1fA&|TH?vOGUj z@%fHE56!Orj~55*-SKy!r%Q&;-TUUyGc%^~+34N{^WWL=_vg`X6Qql?jbRnHe7|4o zLF@Kk`ajpVE{W;mKWNE?J9idkbZDJnw(a6;>ECu+7E=Cf+nv>Co~sw-(yvNKk2mu- z)Oj=fk$PzS;oWEU^vN}BoJWy+j_cBx*#?-0e0voN|7};+LRHrV7N|P>#p;6-Cr|zU zux;7V2|bGCS+F}`#|?+orABUv8!+7I&)K%eTNE8X$KE+)_=6$Whn0*CuN^ovciFO) zGj5&x?%U#vi%aclaiGrIWs6HUEpoP6!SB8a7jrGE*gX7+`|_g26p!(Ko>zKn8E*`V z^X!tYe!`cfZQH!Bx}aF@rtO;6Znf}_X2aJM%e|xM1?BYOu(HFlEctU<;a%}l3wK-i zvTM^;{hIFYK5=Hr>w$M_#T0uoan0tM-aWE(*}rPpjBner6+B^+ao`_&kM^$AIsR?0 zAg#}?TO*$J9vC_2x3BdNO)B9ybYJ?(=|3HJv~6_HztP=WMb|eh{9Bw)(*?C%?=P)c zslz?9-#)+F`-+}kc{_M{lS`A9H@Ut^9FFyf>Kyfa!kzj@K8%^{b~Q`QTR96=>v{I8 z+k~6}%e?f9y>0q_@7Ce#{;;>%Hu_Ke7Qd`&!)CEPca3^>@crf7Z$z*A8y3uU$`zhv z?Id5l>xqMn$ElvXUblC4n>IV{{<{;8$29$IV#%xpLu}_3Yg4;tpNTnZY^qgsc{{I} zw`Vuqd3F2p%AJSSjmcZ>h5hQ~m5ZOUeR}A=f9dqMji_(SKea?e z`V438?R&9o%-1nrhi{QXyY_wZ&7refKZpKNRf5B>#w;jcTX58YCKW$d`n)SBcaPvL zL2Fy>aEm@}9^HD(XXf3IDrc`9SI6Zk-Nfbj*o9Tv&tChn)(N**w=Ws)mtNp-I<7*? zw$qRH$QM;>c~s1^e%A{gj62vm`>9@0b!*qDQP6Kk<<5&wEHAra=(|39(hRD;tHiPz2FWIl3(D&+t z=Pl;st(P|ZV8wcsm-HQAT3=Kb+lAg9nt5#aP5sZZHC`nwk1hUmY-G>+d0Kt_aL@V7 zn2a-POe+vjpo9H@!W+!Huu@Z?P2AXeY!oqaX#O& zV4u9D_UBvHI<)5XZ6CUB`Z%u9qSh0xy!0OVp#5R#nn&;WfKDZ(-i@C>D!=vc^%q-i z-H7e`=-`PRg}$uXxbXQZhiXs9?k>=2_=d1GajQ+g2kXbKFS;;C`GAGT%eOV!Zaehu zkYA(6*Ef$k>E6xfq|cev06V&EZq_9yf`#d|3|sL+7}#Aqrf2hif2pRacf+!apuS#*NQYg-7}`+^D8|f zql-Hqud4P7=rY?{V>jc&Y}SqGvsMTjHbAOW{9e~XC1>;$E7JF!9TH!rUtIjKQ{LMn zkG5;uE_~C;69aqAy&8CUr|;w`@rQht*MIVRh4znZuV&5FDrf$|C9CFL5YnUA>{6`< z_`mErd&g?G=2KrUe!cRf_rjprt-E|}pSxs%1Mf%I&-Jugvr_YG_B?I>dE%o=1zu)c zQQL3+=H(5FWU0M>zWQ~|(zUIdEPU~Cb8OeX$1lIx6xC<&j*q2QjXXNYt?sVMtLLor zl+VO2IeO(m#O`$Gw>d07G;ZCYFmwKwcf~3;zGCaUVOQ?O4!zCC1Tvsk4!nS-wvu>Xbx9A&kIBthg({0ksgBh0GK06`D-MbGu%&hG;^3w*Nw(sAs ze{`k)=UoA~@Ky6@E0J0ZWzM;>(0{Z4#-R`PA#zpq7h zdR1_2m-c7womzM7Y1@uXrLz4mUs!(oW18L%7FOMLdrF08V;`(u{9x>W&q3|gds7w^ z`I4u4mLZu6JP#eazmF+St&sL!ukk!|Mia-?TRf^9=s9y!U8BqH9F5$cl`G>BB^DJe z7P4`Z?BA?o=BalYMz?O@u*v`W;3xgsd|enhvqO0NO1Ig0bAPU}ah^HnYxSLZNA381 zQl@}jxtz|%Hf-8s?f~C@zPEm#oafAi`<|aa*)6^x>kIeQY1;2X*(kRi-g6$_E;`q~ zXsEu)y?@%`)2^gjP@r>_GrKyC_^>*C%l2{6-Ol!Dc{FVGwWnSGe)_rjmObgc^@XFR zCS?0-vRl?vS9eLgdNlEpQlS{~zg7lHx?VJKTyfT&m4DWK`Df#QRt9nz;#;?wucxoK zjZ+uT!oph6rH1wAe=k|JmPkqZ<^R|1|5=Xc|GK?MTqEG$7xw;d4@d|)L8229*OWmI z$yzstO|X`)VH0TD1kIbkiA%o5)c=+^>zaSI(-O_JL^CbXOiMJ=)-~mDr)j1onrVq< zTB4bjX{KeGX_;m^X`Lui(=yGpOfxOhOj|2hvDcDJGcD6h|9d%uq&39;w}ZgH7l8Y} zO`w_n&thl)*LR>4OH2H(`#>|T&`c{d(+bVBLNl$>npSB|t2EOpJ$ffD=Z4;PRhns) zW?H40R%xbHnrV$@TBDiPXr?uqX^m#uS^$QV-nYLCiWc#4gOzSk$I?c3B zGp*B1>on6k&9qK4tdLaK<_R|G;H9=K|+k;G7GbbAfX%aL&1!aW=CS0A+770>hcWawagH32bKq z}LW4n!ti4Frf)-XaXaez=|d?qgkt8)B3=WCa|OlOlbmJn!uPQu%@M4 z^#6auE`dEwU{DkPIaT$4H9LVxO<+^APN&gVB33nlSxsP96ByP6mbIiiC7>^70^6Fv zxMnRkPBVykO<-RW7}x|BHi3yvU}F;)*#uTLftgKUXA>COtXuHV*A=EVfvrtoY!g`9 z1m-q@y-i?n6Ik2?CO3i2O<;5rSlt9>H-X(vV0aT)-UOyMVc=ss#y5fWO<;Z#*xv*O zIDrLDV1g6a-~>iEffY_*h7;J~ta}E)cLNDKoP-@t!VV{4hm)|wN!Z~e>~IoxI0-wP zgdI-8eQOeSI0-wPgdI-8wj^O&lCUjF*p?)0OA@vv3EPr{ZArqmBw<^Uuq{d0mLzOT z61F7?+meKBNy4@yVOx^0ElJpxBy3AkiW^G)Z?+_1TavIXN!XSoY)cZhB?;S-gl$Q} zwj^O&lCUjF*p?*Rwk2U(lCUjF*p?)0OA@vv3EPr{ZArqmBw<^Uuq{d0mLzOT61F7? z+meKBNy4@yVOx^0ElJpxBy39(wj~MMl7wwZ!nPz~TavIXN!XSoY)cZhB?;S-gl$Q} zwj^O&lCUjF*p?)0OA@vv3EPr{ZArqmBw<^!Zgfsf2HTQ^ZArqmBx75Wu`OA5V};L^ zjBQEAwj^U)lCdqx*p_5$OER`48QYSKZAr$qBx75Wu`S8C$4kaNUNY|Sl5vlhjC;If z+~Xx~M*9-DUl7GIlr_JDiLiPR0%=V~3Nm!^zm;WbAM~J!6I2k*fj2%wK4ku%Wld;3e*x_XCa58o{89SVe9Ztp$Cu4_` zvBSyO;biP^GIlr_JDiLiPR0%=V~3Nm!^zm;WbAM~J!6I2k*fj2%wK4ku%Wld;3e*x_XCa58o{89SVe9Ztp$Cu4_`vBSyO;biP^GIlr_ zJDiLiPR0%=V~3Nm!^zm;WbAM~IQpIBS72XaEX! zI0ZYLf*nr54yRy;Q?SD+*x?lHa0+%f1v{LA9Ztaxr(lOuu)`_X;S}s}3U)XJJDh?Y zPQebRV24w%!ztL|6zp&cb~pt)oPr%r!49Wjhf}b_DcIo@>~IQpI0ZYLf*nr54yRy; zQ?SD+*x?lHa0+%f1v{LA9Ztaxr(lOuu)`_X;S}s}3U)XJJDh?YPQebRV24w%!ztL| z6zp&cb~pt)oPr%r!49Wjhf}b_DcIo@>~IQpI0ZYLf*nr54yRy;Q?SD+*x?lHa0+%f z1v{LA9nM;hn|`mw4yRy;Q?SD+*x?lHa0+%f1v{LA9Ztaxr(lOuu)`_X;S}s}3U)XJ zJDh?YPQ?zVVuw?)!>QQeRP1mnb~qI~oQfSz#SW)phf}e`so3FE>~Jb}I2AjbiXBeH z4yR&=Q?bLT*x^*{a4L2<6+4`Y9Ztm#r(%awvBRm@;Z&?qD%L0!Ym|yLO2rzbVvSO< zMyXh%RIE`d)+iNgl!`S<#TunzjZ(2jsaT^_tWhe~C>3jziZx2b8l_^5Qn5yF4=HA=-ArDBazu|}y_qg1R>D%L0!Ym|yLO2rzbVvSO3jziZx2b8l_^5Qn5yF4=HA=-A zrDBazu|}y_qg1R>D%L0!Ym|mHO2ZnZVU5zTMrl~1G^|k?)+h~Yl!i4*!y2Vwjnc42 zX;`B)tWg@)C=F|rhBZpV8l_>4(y&HpSfezoQ5x1L4QrH!HA=%8rD2WIutsUPD@?;( zVH)lV({NXqhP%Qv>~I=(I1M|Th8<4B4yR#_(y&HpSfezoQ5x1L4QrH!HA=%8rD2WI zutsTEqcp5h8rCQcYm|mHO2ZnZVU5zTMrl~1G^|k?)+h~Yl!i4*!y2Vwjnc42X;`B) ztWg@)C=F|rhBZpV8l_>4(y&HpSfezoQ5x1L4QrH!HA=%8rD2WIutsTEqcp5h8rCQc zYm|mHO2ZnZVU5zTMrl~1G^|k?)+h~Yl!i4*!y2Vwjnc73=~$z5tWi4FC>?8*jx|ch z8l_{6(y>PASfg~TQ99Nr9cz@1HA=@CrDKiKu}0}wqjaoMI@Ty1Ym|;PO2-?8*jx|chU12)z3e#~{n2x)` zblerDV~5kR!|B-JbnI|Cb~qh7oQ@q%#}21shtsjc>Db|P>~K1EI2}8jjvY?N4yR*> z)3L+p*x_{Sa5{E49Xp(k9Zts%r(=iHvBT-u;dJb9I(9f6JDiRkPR9Db|P>~K1EI2}8jjvY?N4yR*>)3L+p*x_{Sa5{E4 z9Xp(k9Zts%r(=gRu)`VH;SB6>26i|DJDh~IElI0HMJfgR4k4rgG8GqA%M*x?N9a0Yfb13R379nQcGXJCgj zu)`VH;SB6>26i|DJDh~IElI0HMJfgR4k4rgG8GqA%M*x?N9a0Yfb13R379nQcGXJCgju)`VH;SB6>26i|D zJDh~IElI0HMJfgR4k z4rgG8GqA%M*x?N9a0Yfb13R379nQcGXJCgju)`VH;SB6>26i|TYm|vK%ETIFVvRDf zMwwWnOsr8R)+iHel!-OU#2RH{jWV%DnOLJttWhS`C=+Xxi8ac^8f9XQGO`H))Zd*7^$o%y!J6uSy6cHW2myC@Y=^zWkun&kFiQPW395L@Y=^-Wkun&kHyN0 z!fPL!l@*28K2|H?jM>VX!fPMHl@*28KBg-x3a@>PS5_2W`{Q z*FHuq;fz(wn!;-zyOtG&*FKglD+;fDY+F_oUi(+Z^cZ6r6qQ6@#O2>l57i1h+oHtxs_46Wsa)w?4tGPjKrK z-1-E!KEbU|aO)G?`UJN=!L3hl>l57i1h+oHtxs_46Wsa)w?4tGPjKrK-1-E!KEbU| zaO)G?`UJN=!L3hl>l57i1h+oHtxs_46Wsa)w?4tGPjKrK-1-E!KEbU|aO)G?`UJN= z!L3hl>l57i1h+oHtxs_46Wsa)w?4tGPjKrK-1-E!KEbU|aO)G?`UJN=!L3hl>l57i z1h+oHtxs_46Wsa)w?4tGPjKrK-1-E!KEbU|aO)G?`UJN=!L3hl>l57i1h+oHtxs_4 z6Wsa)w?4tGPjKrK-1;PLeG<1miTCwM-1;Qm*C%o7lkml+mZ@OtlXzdB#H~-_)+cf6 zleqOs-1;PLeG<1miCdqyx?l$=v#6ZhbPhKABse%&kx6)+cl8lezWD-1=m0eKNN`nOmRCtxx9GCv)qQx%J81 z`ebf>GPgdNTc6CWPv+JqbL*42^~v1&WNv*jw?3I$pUkaK=GG^3>yx?l$=v#6ZhbPh zKABse%&kx6)+cl8lezWD-1=m0eKNN`nPZpCu}kLIC3EbOId;h$yJQYTGDj7eql(N? zMdqj?b5xNzs>mEwWR5B_M-`c)ip)_(;i#f;R8cspC>&K3jw%XA6@{aU!cj%xsG@LG zQ8=n7990yKDhfvxg`&K3jw%XA6@{aU!cj%xsG@LGQ8=n7990yKDhfvx zg`&K3jw%Xopi+1PmBJgS6y89k@CGV{o07s!N#UlXa8pvaDJk5P6y89k z@CGV{H&7|OflA>%rtk(Tg*Q+syn#yL4O9xZK80JK!mUr?)~9gmQ@Hgh-1-!5eG0ce zgr=V)soeThZhb1ZK9yUa%B@f3)~9moQ@Qo2-1<~*eJZy;m0O?6txx6Fr*iC4 zId-WWyHt){D#tFBW0%T-NaaAJav)MU5UCu9R1QQc2O^aNk;;Kc?E=fk@>*q;eoqIS{EFh*SdPojRTR!fk@*(q;Vk9I1p(Zh%^pF8V4ec1ChpoNaH}HaUjw- z5NRBUG!8@>2O^CFk;Z{Y<3OZwAksJxX&i_&4n!IUB8>x)#(_xVK%{XX(l`)l9EddD z45smBFpW2ZX}lRs(jXPY25lWZhacJK8;(S#;s4|)~9jn)426% z-1;(jXPY25lWZhacJK8;(S#;s4|)~9jn)428N-1>BGeLA;3om-#I ztxxCHr*rGmx%KJX`gCr6I=4QZTc6IYPv_RBbL-Q&_37ODbZ&h*w?3U)pU$mM=hmll z>(jaQ>D>BsZhbnpKAl^i&aF@9)~9pp)4BEO-1>BGeLA;3om-#ItxxCHr*rGmx%KJX z`gCr6I=4QZTc6IYPv_RBbL-Q&_37ODbZ&h*w?3U)pU$mM=hmll>(jaQ=^VRsj$Jy( zE}dhS&aq49*rjtI(m4?69EfxdL^=l|odc21fk@{-q;nwBIS}a_h;$A_ItL=11Ch>w zNasMLb0E?=5a}FUg9DMlfym%MWN;udI1m{ehzt%y1_vU81Chaj$lyR^a3C@`5E&eZ z3=TvF2O@(5k->q;;6P+>ATl@*861cV4nzhAB7*~w!GXx&KxA+rGB^+!9Ec1KLU zg9DMlfym%MWN;udI1m{ehzt%y1_vU81Chaj$lyR^a3C@`5E&eZ3=TvF2O@(vgBiRT z%;3#n25$y4cr%#6eazrKW^f-fxQ`j!#|-Xc25$y4cr%#6o52j;3}$faGr08`-1-b| zeFnEagIk}$tmy3~qe}w?2bg zpTVuq;MQkw>od6Z8Ql5|ZhZ!~K9gIY$*s@i)@O3-Gr9Gd-1^_krIOm2N9w?30wpUJJyod9a zncVtJZha=VK9gIY$*s@i)@O3-Gr9Gd-1^_krIOm2N9w?30wpUJJyod9ancVtJZha=VK9gIY z$*s@i)@O3-Gr9Gd-1^_krIOm2N9w?30wpUJJyod9ancVtJZha=VJ`-D?cRwg@uh%ts2&!Rjb-~_wh>H&YGg|DJq|$@hLi< zf`LeK#z16E;m;TbA}b1i#xM|BQ4Ibhn|KNaBFPy8ku^o)4~*9f1|sW$@p{2PWJTfi zf`Q12!n2QoNOHzNWKH4O$3SF7;kA!}$cn;i9|MsUh1Wg?BFPy8ku^o&LdHO3Md7uN zfyj!&YaauV6@}M61|lm8uYC+ek~0P(YYMM@3`ABGUi%n`tSG$pF%Vf%c9 z)+f0232uFYTc6<8C%E+qZheAVpWxOfxb+EceS%w`;MOO&^$Bi$f?J>9)+f0232uFY zTc6<8C%E+qZheAVpWxOfxb+EceS%w`;MOO&^$Bi$f?J>9)+f0232uFYTc6<8C%E+q zZheAVpWxOfxb+EceS%w`;MOO&^$Bi$f?J>9)+f0232uFYTc6<8C%E+qZheAVpWxOf zxb+EceS%w`;MOO&^$Bi$f?J>9)+f0232uFYTc6<8C%E+qZheAVpWxOfxb;~LWb|ac z)pf+DVCl8`8+a7_ecw8h%A;WGv(DM@DA@We9mY|(^;y`*qwwr=>yxCwMXWiT{71mnRj-{Tzh2R*(G!Bk$GpA%(X}6+9PxAk$GpA%(X}6+9PxAk-7HB zTzh1$Ju=rGnQM>CwMXXKBXjMMx%S9hdt~0(CG*ZMnRj-{yt7N@on12T?2@^U$=t_e z?qf3dF`4_A%zaGeon12T?2>tBm&`l6WNv*jw?3I$pUkaK=GG^3>yx?l$=v#6ZhbPh zKABse%&kx6)+cl8lezWD-1=m0eKNN`nOmRCtxx9GCv)qQx%J81`ebf>GPgdNTc6CW zPv+JqbL*42^~v1&WNv*jw?3I$pUkaK=GG^3>yx?l$=v#6ZhbPhKABse%&kx6)+cl8 zlezWD-1=m0eKNN`nOmRCtxx9GCv)qQx%J81`ebf>GPgd3Tc5(MPvO?5aO+dJ^(ox? z6mESAw?2hipTezA;nt^c>r=S(Dct%LZhZ>3K80JK!mUr?)~9gmQ@Hgh-1-!5eG0ce zgr=S(Dct%LZhZ>3K80JK!mUr?)~9gmQ@Hgh-1-!5eG0cegr=S(Dct%L zZhZ>3K80JK!mUr?)~9gmQ@Hgh-1-!5eG0cegr=V)soeThZhb1ZK9yUa%B@f3 z)~9moQ@Qo2-1<~*eJZy;m0O?6txx6Fr*i94x%H{s`c!UxDz`qBTc66UPvzF9a_dvM z^{L$YRBnALw?36ypUSOI<<_Ti>r=V)soeThZhb1ZK9yUa%B@f3)~9moQ@Qo2-1<~* zeJZy;m0O?6txx6Fr*i94x%H{s`c!UxDz`qBTc66UPvzF9a_dvM^{L$YRBnALw?36y zpUSOI<<_Ti>r=V)soeThZhb1ZK9yUa%B@f3)~9moQ@Qo2-1<~*eJZy;m0O?6txx6F zr*i94x%H{s`c!UxDz`qBTc66UPvzF9aqQAKc4-{DG>%;w$1aUym&UP6%;w$1aUym&UP6%;w$1aUym&UP6z@y0fd zH@4~A`gCr6I=4QZTc6IYPv_RBbL-Q&_37ODbZ&h*w?3U)pU$mM=hmll>(jaQ>D>Bs zZhbnpKAl^i&aF@9)~9pp)4BEO-1>BGeLA;3om-#ItxxCHr*rGmx%KJX`gCr6I=4QZ zTc6IYPv_RBbL-Q&_37ODbZ&h*w?3U)pU$mM=hmll>(jaQ>D>BsZhbnpKAl^i&aF@9 z)~9pp)4BEO-1>BGeLA;3om-#ItxxCHr*rGmx%KJX`gCr6I=4QZTc6IYPv_RBbL-Q& z_37ODbZ&h*w?3U)pU$mM=hmll>(jaQ>D>BsZhbnpKAl^i&aF@9)~9pp)4BEO-1>BG zeLA;3om-#ItxxCHr*rGmx%KJX`gCr6I=4QZTc5$L&*0W)aO*R;^%>my3~qe}w?2bg zpTVuq;MQkw>od6Z8Ql5|ZhZ!~K7(7I!L85W)@N|*Gr08`-1-b|eFnEagIk}$tmy3~qe}w?2bgpTVuq;MQkw>od6Z z8Ql5|ZhZ!~K7(7I!L85W)@N|*Gr08`-1-b|eFnEagIk}$tmy3~qe}w?2bgpTVuq;MQkw>od6Z8Ql5|ZhZ!~K7(7I z!L85W)@N|*Gr08`-1-b|eFnEagIk}$t@qoanH;-Jj$J0lE|X)I$+64i*ky9;GC6jc z9J@@8T_(palVg|3vCHJxWpeB?Id+*GyG)K@qoanH;-Jj$J0lE|X)I$+64i*ky9;GC6jc9J@@8T_(palVg|3 zvCHJxWpeB?Id+*GyG)K@qoanH;-Jj$J0lE|X)I$+64i*ky9;GC6jc9J@@8T_(palVg|3vCHJxWpeB?Id+*G zyG)Ko)WC^!2uJ z>f%{g*f`ayVf|UPs*QIauf*-FDH5L|^C=3SqVg#kpQ7_A2A^W$DY&sscE;9cP2t(c z)@McG*~ivrMd8`U)@McG*~iu=J7ep!rtsRw)@McGwU4dOio$CjTb~t$*FLsBD+;fD zY<;pbwmxeLuYGKNRuo?Q*!rv}y!Ns6Sy6cHW9yThvGrL~c>;kA#g z&x*opA6uUlh1Wi|KG_*tpEZToKDIt93a@=^eO44+``G%dD7^Nu^~uiI`m8Cu_ObO@ zQF!fR>$9Tp+Q-&sMd7uNtk8;inY^zgG%;;inY^zgG(GV}kpb;65g}j|uK$g8P`@ zJ|?)23GQQp`k0t-i)5Noz_dx5+Mqj@^ zzJ-OejZ+iP0p8Y+vPk-p?{4E%-^XiU+r)QqcN;0`_33W&;|{3qHa~6;;BNDy>DT&q z(%YT8jg|YvIMxqx(noCThaYzhwSM@qppm;x`~RLtk)#w))-MlB`G0#<;>VdG>w!s0 zPlWY@`tu=3X3~-LmpDK7>EEY#eu*QjKuLT18x0iRR#0OVcl(und zT){`+_SazowJf9H>vM9SYPS--W(0PjKnec(wke%!a>-!Xo=f_`S{QDDSsxf|+Ny-@N zKQaD!LTI&%^&2=f~}de~I(U9g9=ln}3cVDdQObiSy46{EYKsVYXl5{IXVC>T!M^pi;&$ z{}bn*9rzjNpQGJ>4`kNy=wF}sQjhcV_?I${aQ;uAfA-) z##90&7JO1^{(QXFK_#g+t%GOc$KroKb3cdvr$GN4ds7MY-($c(yYMrRne<`$mq0&; z{>MN+kL{@h`p<#jKfCZFP%4MXpF{s+pr7v@sRa7Z(ZG6tNuHD;1H8N1I42(JO&hEK z;O9Sut=ouL=VZDTP8zdT|CAFy7bgBwxX+IM%b4{aiSG};j9J?yemna2 zm~{u|q)UK*8M77yNF?fC#}w;7Q;sFF{4d*C_en|oGX2Y#wOT;pSKnk~BJo^9^08Fr zN{MGal5Hm?vOuyiIq^J9^0CAwo@8T6;#r~OV~H(A$;OiIAf9|I5j~QPCEemF`B);s zBpXXwgf{tDA_yfLOIju)`B)-PB^yh+jv@J2B9{F+rY4~PW%j)d@K=JlZ`2fZ&Jy}63I8&n40``Z{1Qf>Gr_MwoAI*Uh=U- z4o^0gv>Ls_-3l{V{aW`qO*)N|Y`Y|5 zNIsT$QYYD%l%l4sYv)teuXQ7~6#1}Tx+(UnZlbT75jl>&jY^JH>ujhlmvUu#WgC_QQHwQsl#0893#BsEP0V z$@VSjKFrC+lJ0Amd@S+2L$a}?mDiJxC4NOqHkPzDRPwRJkBP~~k}lp$K9+cf=+`l8 z&A1f%VJ)PVA|F<%rpSl2KerWE^O9g0)r!&><##eP^XzZChf)`&^D zA8O*8ezJW_y1{+2v821dCLc>Y)tYQ9>CO?!$5PoYY1O%8+a;|@l58yLLrLqE{#aJT`Kvon&?w*mr6dYcI%YerIHV;F*o^kRytDbuQis+b}92=U80@Jb}92= zefLadyOjB`F2+t}yOjB`uE0)ZyOjB`URJ4WmogvLGnLAADf3}Er_6`-aXppiFJ(Tg zclcDcOC=xH*^v}Evfj>9j-`?h3zt)Fmr6dYk83HnOC=v7m3)X)@?m`(Px<>&$%jZK zA0m}}h*a_+Qptw}dMV?kk`IweK13?{5UJ!tN+lmsD*2F7$%jQ?DITAcN*0^r!ym7QKVA=iydM5|J;q15JtDCl_Cvc5u;-RUdX7{ow8B2X99|csu&R+tCl+j(+fV^n8;g9#jAEi+~-{Fr`3fmq2=*`eBt>D0pc85QbLHzCEkF)~Y9sWowu-)O0 zzIkoC!yn0-wmbaMcXVxc_@ghb+V1d2-{!R4;g9Fxk3Mb4Z~NY#*x`@93}?H;AALj2 zc85Ru+LY}MfAn1<+a3Ps3pTbp{L!~gYe^lq$c85RG1#EZtBVE9Dhd)N#T)A$?YY%%5e^jK=-yZ&`oS*Fue^mI*c85O> zU7%yM+VOSx)foBIj_c$6%f2a%8?ie5H0<}BFhq^%Rj`5)`P`hJ%s0-BY7$52a zwL8X#xOF}AL;_NJN%(8P`kq)>H@Vp{Gl#T zyTc#q0<}B*p)OFn!yoDbwLAQwE>OF}AL;_n4oK>cw`0Ci7wEUgd}V%KyJNmGKd;>} zUzwlR?wGI4&ue$gSLWxnJLW6%^V%KrmHBz?j`_;`yj9|3zA`_r-Qf@O^V%K$Fh8%| z;Sclk+8zEdKd;^45A*Zd9sV#suifDf^Yhvr{xCnU-Qf@O^B(T-$2|2<-d?-IALi$^ zJN#jOUc18|=I6CL{9%4xyTc#m=e6q(+m89_dHBQpyo(+FFh8%|;SclkXSB}eGe580 z;Sclk+8zEdKd;^45A*Zd9sV#suifDf^Yhvr{xCnU-Qf@O^V%K$Fh8%|;SclkXUl5( zqi?3shx(A%fgSA*f0&hvf9zp#gLuhjb<8bAjWj&_GX4h^8QYChkg0dzp^Xm|MI&;aTN$MYTjI5dFHpB?u- z{BdXi9Yj0sd-&tf0P3dR_s{@d4h>MEmvjKJ#g}_sc)K@A1sX z7(8@_2r2pf3hd&OT z;l+Ib&zD1I2s`XOIK!bcyc{}1nAbaWhUm-D?ie43&hT>R3}MIh4u2dv!^@#FgdNvA z{Bh_EFNe+$c3kh66Azu?<XDMGlY5HjxX%o`Q^|VI_Yt= zJI2SMGrSx+L-Y7?y<>bFI>XDMGrYJD;2CzR3}MIh4u2dv!^@#FgdNvA{Gra!GasD#&;VWz4Iu2e@8OR_1L*jz{pHXAN^xix z#(f`$1`u|%b9_7w4WN^0$9)|ij~12ocndr3t3OKBj&}N^CqCLaUp)>D;NkgzBB=A# z$;g3TDs2s&{-@_k= z22dH1g;#8MXaK#cqut?;Lj&marSIj?03L@15O&=67$1iQ zkeqYe_wdJ|0Xz;3;BjaGVaM|w!!dBR>z*jw3(s z1o_eK@W-(a;Bn;VVaN3je;oS&dXmH5!yiX}{y6gU$C00h9nW{nS4V!{bn5dR`FSUd zk9LPYj{N*_R^7F@$pNDz9 zBR@~hKH44rIP&wyk)MYh*E`0?k)J<~{556=QT!;b46bK;=^wB^&e zLPxt}PCPV#ssQ!AUJ9oIYjacBTlAv^AS_~Xz3O2Ll%9{xBq zfOg^>_dWb^XaKLrK7iLl0|@i^4h^8R@o0DWLk*xHs~H0CwG@u$mu~cHd!S^_mpL=7TZox9q*_9(79EQ75o=9mJsB`>s1!yZ2q6FzmVO7!J1U9fpbwTd?WWVieF4B&VU0<~8eNF-L_5MER;}{G3 zn(u`D#AcJQ*seG7tT_36pkn>DT`XX&W{J($w$^VCZkB$49q9+y(QDC;1VHZbZan{Z z8qYt-_p|rIc-~OZj*9Ma-%sOteieJa5X;j!)zH=cn=fllquF z^Y^#2e?D`?+wezW27i3Dvv1q+^ zr}4Zzo_?J$coNUcOo``j9oEv058`<Kgy@^NBK1V zh+bjGv2Op?y8RyKEqxNt!-(hY5GJ075zpTqAH?%8^7En=@jQ%p{&wj6VZ`&YRpR*^ z5*&s5gJ?*xdm9{xs9C$8XzS-}!CJ0rv5z zGCqH0A9uu-+RS0!-yHe%eFuXxyhX@;S5G)Yqa4l<24{FHXJ7BC`zG}Nd{<##aE35A zLrd>y0AXkVZ%sPb(E!Hh4G?@@XT#^cRP5*hvE%Ix&JYA=D78le2!k_pH8{gtX{dI5 zz!_pCaEAH*f_Ah}vi))F14xa4Gla<*N&^^!;$A_HZ`Qdz8&aNHQ z{_I&=sN)`0UarVD0 zMRJDL{OMPv;@Xi&fgL6MU?tCDa)xqt?P#HM|JIuQ&)EhA_o-$-b|fEQM>#uo6yvd@ zoEe8KvZKj_-!?GCjOXR-+VNpL?@+pS1aglr<9Rtd{-`iJ#wGC}-CWzA=*O`2A(4pJTf9GVOR8&&%1h zqt44as3U;&QpJepg=yk>7@B?(Jn=k?c-|*{i05I%^Y?Q0ZATdK{Jorg+Yv@Qk6IAV zXWQZKS1lW$0fZ6H-;?lGzlygJS;M$}F zRwf_@XLv6S@Lheu8KPX9GxQ*xF8Fzmj_ok^!#;Pc2rGH{`P*mr*c@cq?VPxqer#Sc z*p6lMPKjGB_w3(x-%e}sEZ?8d{4oYwC5F?yr(5uzn{t-ly2l%wCJatfkA%~N!D*tq z=pbQmnwTh@CJatfw}R7z!D&*t;51?AAaxBmO&FXeijEEvwtb#p+0NnZqjU@UeYyqy zXllnF=@#_+bc;P_w`~|sQv_vCM;M&uy-k|*t7LiY=pY}qeZpzp3rE`V1*b`shttea zWaf>gQ|7wYPMq#%>C^ROAv=d^- zyeiAJ+kV^DfWsekO8k+gfIp&y_#;gLf21kkk2D4Cc*<$sKjbvYgxc}BIZgJq$r^jV z_}6cMuX@3FrK$;svR9<=C@zQ^SBgtq$%K!GzI+8QaN@+ck#!^!+74OQt(Gh zz1WeafE{TH_@fj@JNm5beg|m^+EMqVoqIIPh>hp%@z)N%HyaUX6FB$yGM<-~VMm$* zcK98@)T=g|?t4V}@kieQq+eAZ4m(;>#~;;jS$34qFcxBF=(cSVOg;Shd~GJ=dy5U; z7h`vO4e)u%hVSZK&d|p~@p(y!@9JaUcb;X(qdGHrSs1Zr>@{}xQ{Vlk9HgxazWX-* z|9pS>{7Vi}%FcU92cZw8gYaI`L3l5vgY==VhaBXq-IDwH+HQdz=^)sV4uXHb-sK?a zAll)+;r0^CK}un@qe4YIa~)bt4$|I*ZAZuC;2>dekal3eLBil5g+@3?7`jSZ>EIw? zaFAv{I7rwYmz{nq177c7j{EI?Rn`Ls34? zGz#oUQ^1ZifZea2X#jhCL_y#nVQ`S%3YtO~9HiajaF8i%MZZb|(2h1_Vs8s2VsMaX z6C5NA4$_hh93%`5(yA34Bn%GHu}?Ti7#yS>F>sJDI7n0v4iW|jX_*NQ5(Wn;Qounv zmI?<6gM*ZD!a>5|AW=~`NEjR>wH-|%3=Z<_AR6PNtz~=OZIvAkGRJG_S7`wBt26-m zRT==}BMo53k9s5=Bn%GHrfoRLY%14|60Y6H(*U%ioOsxFBgX#n^m4FEfi z`T}h!H=b8tfN`F1!T3l6V0@$jXvfod-Z0XR594{shIV`!&+7*CtH>F4%olC;7>pob zN5K|53S9W3p^qI+viKtn06UV=86S0B?5I;}M~WK1Hg_n0Q^xX!;Uln z{E-HL9W4vtkEUY$F$4ZwH*AqRA zq!0=R34?>Apuj=G;2@nehl7N{L0avBgM`6BK1wzA_y~i86!zgDVQ`R24Z%Ue;2`aA zg@c5_L5d1+kT5t%r)S_GVQ`SB3LGR14$`SvI7k>ABvly>(ry(vNEjTX)oD0L7#t)j zg{BY&2We*>nnD;Hq@Do>34?>QBOeYD1_z17?s>dKyp8{R9-4#iVsMbuD>z6P9HdkJ zaF8%KNGok{kT5vN9J<)CI}8pIWrc%;p((Vy1qTU(gS5LC4iW|jDZ0Ty!ZttXgmD`) z_IsX#6JTu^5Q87IB)4PooMMI_q`<=u!r%ven`rZcuGbLiqXb0E zc%BBJ9c^CSznujTG2{6N^Rz3#ffX#ojOS?p*pUW6zZ!v!>(x=g5`M&t=gBYHQRc{R zo5{tD=j{W~j*=mMTVf$*JRkD7+YJ!|i`0l2&nMW@uD}IW5D+t-rvYHc40L{*a3*Fv zPv+8&r}4anUF|4o=N=`%U?r1c#`7+R9ccjAan$>7x2^HK!+rFtjtOH&T?jkU0I(ws z06WqE@JFveJDPO%J7{Yo{VF*Te|*L~`R#}Cyl$@@{g~f=8PC%Iup_r&M;ZWjv>g*W zl0dPe+hRw@vGGSk6+6n$v7`JPf0UnV$Gh>o{9HRKFS6fNvaNQ+erWe$JpZaVB<((p z=jGGd@kKnJ;j#S@Mm%pj4e>mTcpl3po`(_7JKab;PyHjFhY`;kzQpqx(%R8V`+8Tc z1QO3H4?;Yj@~7J$?NB0~hY`6GlXr<(6g{Nv_tfqJ05KNW9%iSG_}J) zX1e#?w?e)9P}{iIyYG-S=OzY&gH)9c4iW|jX=f-LBn%GH>d434?>AAj3hz;2?!iILL%m?Px_5JDzZmj{Ctu!r&n77=wf4A^S@j zz>XE|WQT)GVDvBn%GHiWeMY$`bFGH}pk2 ztkKv`7dS{59HfeXaF8%KNV{_3AYpKjA|o6m3=T4s3p>&P@JB}}7#}TPGCraV#EJ?k zYz~qV4hIQ?gH+`N4iW|j8Jega)@W?YCmbXU4$^KtI7k>Aq!9xL34?=lvH%VeCI^Yy zVn-SP{^-aG{%DyPe?-mjM~6r7N9oMwQmr=1K{}?ixm3$}X*Ff0U|WM;ZYB zNYKU~iNn|tQ^X$$nfRmhTsy4M*ov_6JPklQtkKxAv+=xRW7^S-wfj)%k#<<4F?MA< zFJZtRk#GDFDa4Kl7XFB=;E&^*f1S!Vo)@IBqX{2>qygZMCLQf)bI*QP4F>IKb&Ph_ zXl$3N@w_cD_@gvbJFL;zi5la18US{r0boZO0CuDSU`HAN{^&>{{iwd)Zk)^bwiDUV^UBhS!MQP%B z81cN*OlS)8nTy@8QWVe>!ieV$8RGd!Y1lCzK;L$BM0SslD!35O!-(hYARwNH5zqSy z4DmdSc-}B4KOgx|JDPa0!y1j9av+|Ek)M}o5YNMi=bgwTo`(_7o0^E{BUxg{d^~R3 z(NW~(k69w!k_rbe34@muYT+ee@RE_`wZmGIos@x> zguzS7R^cV{SzqE{x&ZTT)8CHg(F1r%7`$Yb60oCTgg+_~u*P{r**cI_GJ}_d!Asgn z2QLYOm(+978N%Qtv;3hQ)`5(9!%M>8C7t#|X9$y*qzmAW!VLaM7uYFDkeytTmn4N_N6RFe z?{=bEUXm_=KMLpAkuHEg(gm1z(*>}juz){0+=4&aX09F9fovC}yd+&fJFElQOd>By z7tjvtK$i8$ODfZW9c@6xj+UeFM^h*BRk{FnM4RwOx&Z!27r>6#1^y^p;*Y3>c320p zU0U*krhDyR-D)aW$q&*6w8J`(u{z^CGuEz6{HS8$y z!H%c^{)lMfkH{W&M5gdZ!~}m72YdZh6@T|hhFz*Ei5c%DPF z!#a?i;@f){=F28Ko)5O;c^Gvd2ix&Hj5?5m?RXwW9mv6UJP)G|xXPBcSJDv}= z<9Qf05C_}wJd7HMgY9@8Mh(Qlc03QG2I62lo`+Ebaj+fF!>EBc*pBC6)Ic0;=lfyQ zKpbqx^Dt^44z}ZYVjVRQ2iy7ith(%YKG=@uVbnkjqXyz&JD!J8197k&&%>yJIM|No zVbnkzY{&Dk7LfK>D7|ESluxht(Qm1N7?x7V^{9b3$DVdPA8cz-VbnkzY{&C3Y9J1_ z<9Qf05C_}wJd7HMgY9@8Mh(Qlc03O&q1o@HW17rYZCk=0rSbTqd>Vfwr7d34eIq8^ zml}w3ylm&^gBi~&bB7)6@xqR_Mqx+N19p^8V@LTkc9c(JNBQ*PC37Th=jVeN&nwNR z9n?VVw`ib)8PCh7wSziT{gxVtb7XJl=Ytu~%cqHhl@r8{j_~4-wxHpUBp&=xK8+pa z)A*y;hd;`v@kd)F7vG)Zh{p3uAZiCS5c@4P5W}c}IM~k5!>EBcnDM-5fgR=3*ik-> zKYC>B=l~r4XsaLoNJ_&W<Vh$P4P#^?JfFj0kif`je+ zJdApRgAvc$twKBxBc4|wk9ZzNJa3mO@jQ%pUL+%)hY`DYa@ z2jTotn`B}-KgZUz+iT3dKWY{Zh6d1S-L2`@u3Zy9?-54L!j8C8vv4ppfL8M1470_b zcU8{5$6yu3;0*2HgENG|85-qqhA=ooj{;{1gEPeL;S6&uK|82fIOPD~45@l(0AYKt zLBFMD;b3rvUZ4FSdbQ`0woJeo=9mL^l(XZH=)s;#x*D7z49?IlWH>_@oFSLP8N%QU z$vJR_Ihvsz)GVB`3vh-`O2Zk#&;VMQfHQ=_8S18RhA=dMB&fYc->yh%7EW0RI71km zp&gZQhA=oovo4&WVYKI_?n}+WFlrVK24|QfF!-aKoqiQ{q+eA|X2;qpJD>rCp#e1X z(E!5W49R+X-kr)+aE3XygB|7U*b&{uj!NKQN5@1qXJ}VAoFSG7X9$BcG_AoI!r%;Z z)JQw31hnV-D7tn~v#@tX&BDRp3{|IrGlZc5G!>%(gvlAo*|DP_iXEjD*ioq={Lyh7 z{LykZaj=|y#os1-Y8Hl3vv4puLpi&4xaTQ_8x0`Lc-|2r?Vx612Ug$_VX>~=4@!TD zALZ=Hqh?|4TGXT+H4A4~f$_YY9e?mi)j&gSV zQO=GX$r1RYLsQt%0VMp#uol(S<;IXiZgv*V9sAM9vz8UE^RsP zC7y>7&+EFx^DyFhOp16OMm(Rg3)nFqq~GJbi-SK8vT^P-Ml2scwRnD92`-4zrXV7%}bK&jOXRk*fAg9<9gKp z%MR-Qg;D=+Fyndow02PcuisMtZ!qI|`LuRW|E~oW>i-R9JfDxW>~}C9JOQKrU)Q7l zUz?HGH`jUqF*MPlL-RlH(Zobei8ilMr)};lXNWd!PTdhFIm3J$;pct3ULP6&qsCzE zs4*DUk`%wC#$fHJF*ulkd~3+T(2 z?L0@*4}&wrfZ+^baE8(zG=NktH2pB*dB<>x=TovvJE$>OGDwZVumo-FrN&_G5?X1O zXbF}8C`LSQ$1L%D%8X&h2qyb_BR+tY$cqur%h=HX!ieXkoM-@HXaFhoXaG|hO*^R9 zH)Yg`=dI8a&%@9Fs_caZ5Jo&NO(vd)5zm_;i05I%^LG6c&%=o4Wgln&VZ`%J`=J30 zM87I$r(cz`?|HXv@Mr*GXaKD?q5*^v&#O{|1`tL(ZzmJ+e9X`e>h)DzrNFTJZi&E- zgHtw-epSxS_-OkY<0A=*@ln~g9nVux&;aJuV@EkV{wQbH4(jz~FZKEcLj!1c1R6jX z@w}>P#PcxX`E(cUAh&803ibL1GoEKI{wQb1A8ixFA4z@7ALVqcopdOMeXoOUjx>4W z@qE<(%MR-Qg;D=+F!@1SP4RCU0R1$V`(CL3*FC8JH<0Z)e}l;nnwqeq{9HSz|JU`X|2LTYp!{4rsQ=e* zssA?^YXnW5@`I*R>?l9Sj`DN-QGSj;nhx+sD<#-5io~8zU6*Xkpb2)+gIZ>d1oYym z(71KXFmji{cHHWEsnS26Zz?oy4l>y8SEHouab7$2vv!b?+F66`d9v%VRyi}y&MO8p z_S9V%gY6;s)w}=OU;q6-|JR@Y`pfTr_nZIupa1vIe;1|w`sFwO@|VB-ZT{Jy{=0wq z`P;w$^>6?6*FXQqFZ02c-~RTOzyJGx{O3RY^8WxuiC?S$ literal 0 HcmV?d00001 diff --git a/linear_algebra/LU_suggested.pdf b/linear_algebra/LU_suggested.pdf new file mode 100644 index 0000000000000000000000000000000000000000..9b0427612c260c39625dd190135ac37cf540a479 GIT binary patch literal 136092 zcma%?L$ELm3|*gX+qP}nwr$(C?e{&~wr$(C-M^i-n{Jv-Zq~`nncPW86-2~n8R=M| zNavSF)}a{L2^a|MjjW(}c%bNIOzq5FEC?9cSQrWZS3uE=S=zXmIuX!|*%-Q*ikKSP zo0vlJ@j*GeIGGySLV0YSXi7V8u_5$csozt~gizE+o0~g1Y&SFK%8=Wp=q2G`L^r0M zCyqPuPSo860azpj;c60BRe!LRGSZ@4@!)%8OYVoJe|xaeU}#O%iuQ8fu@MvBGGrKP`o*`oS=tNt~W+mqjw_JN}Yah71Ac2f*69*NA~r&0fEyE^;g zuJY>BsYScCXxpqli-x4v+0oHoUFq^d^Yh!X-=)7?a#^W|8p{RCO-^Xn1V8e#H4h$o zxG8^ubLOdbanT@mHpu`Wj}EsmvJ7+^5MrPUcu|H8TAsF3vOtxBpe>2r>TB-SDw#^ z`r`WS(7CA}T#Q^fsp;FO32vNv9SFkYpJw0m_k5UP^6FI63l{_vgc?h2AebV~&&Dvsl&p0*ZPP{W@AA=?d%?L+L7Fohp5j zmF(xlH#lZ`AW~rP34K#AiA4hQ`9bXkTE$kvSWDd`Du_~ALW)uBnimRyy}D?u6E`66 z(zxJ5e}kcYVryuO#@-k^I>OV2Ec{W@&vyc%(b5Ms+$IXC<=E_aN-LONW0?JuW=e3} z;6D)j$JG3%fL3xC(gWStgfC51fQ;LTz|xLj7I9#TrZw`9nXw*C%b13-0{8)71}T%Z zG5(VXzT^SjKT)K{rtVeN!q35e2q4x+8{NErMCaMwvF7U}G zr9{}VB+Ld5G%8b|_&kEVkT7z`2@|KVK^70!?KQ$S(|&N=(c}3k^bR~X56Du$(9n=^ z5_N+`Mrq_BB1H5!-N^jqj~^KZ6iu*BAv*cQ6GQ3J31&bcznCRwRy)pmNEQ$uUtJnH z3+%NIc|3-;msiG!EhDl zmUD=mp_~NC85yPzCgVrI(~P(ben#6c&LU!A@ZKfiQy1G*mT;;}Q#p0`mWs)1Msor8 zcfR15T}PpFwqC!=j(c-CYOj2uRK<5f=X(HLauw47g`br7{Q+Sl zIT*M+z2;>`%S~wmp2%r-;M+y>L`uVQ40k+-$OfNKA!RMDB%greF4dwQKC8(Y&07Sp zNfJmrj_ax0>i8bV{RVe|&w6fxLEAs5^FRj+K7t(h?y-wd;_qvqsIlEFx21vxwFmBd zAK{=;TsKg_<6<~-#TiWbjk68T)a%7v&*zZ&a@(xl zXN2z=x!#1*88=ijcttA8=CinK)JXD0`J7yv88`z1*s+`=zg85nGgq&Qh(NRZxXIuJ zcoS4fPR5{mgv67Cs}4zk4(`%3x$)Cv=>&=MInZz_^z+AFJmwM-{Vh!mcza?d=ZF%x zNxs$Dw=P@oq0|RIq2JdK|GD$t@c4Frzoh0WrJoTTY1yz6vZ2NA-NZ0J+m57aO>BB? z(`_Dqd78MZ8zVl%BYH!n4PDhPnWi)A0Lz0ZchACsWui{rnF>RJ-89^aCm+pu9T;%; zb$sp5A^*QS-QU}a9y|zt+@cBSDkrpGv|-#tG1fN<+f=j);16^+DR}}YQ#+IY&7A+# z|Kt_h{|hcg0!DU5=Kq5+CITh~W@d)}Q!*3$UrE5k$il+;{|UI}PFDr(y;r`NE^Wu4 zuK(h{guJ~I^`Am7;~1f&D{1daIs9Cl``PSy`g+TiaccbDu;#bUXUk4FwKNQrgC}IJCL}NMdjVeFSXRtpS)c ztHlqT1zQ8mr57il4j4Vg7aSQFNnKbTJ{f`m(bNhK zXvQZzgp1RgT}@M~^>?mkX8N6ZX4i^=BrrEJyV^f6vW8^<%mhBpK*db(Lgw4QS44EREu#T@p8PWfvC*Kl>Xbs;w=goB>EcP+d#_ z0cgPhSj@V_^5)!jJPGLM3GtVRca@(aij-1?-1%0O#t`_@n*8 zUoYoN0Q^PY6fX~L3jW~-1z=IDt&Q`Up2ow&lS#9qtCfM9O_Pap``cftZ*&9n;NaK- z;;Wq%;NIttbp+1zZ(dq~dancVZv!bXumuC@0QduwHEeBUEG`=fl?n;*g9Q+wT*9h)0I;&-10IX*r7@%MVVn__bY=+NkD@BF4FMldk6 z1^B;yDUTGx&hfkREx1y~UJVo>Gvb#MUuZC=N za{``}`cA(KhdS_gO%qTDfCe}R0r1MwWc;Ijfmi;m)cmXD*V;cjI^Tz=XJ~K+{M6J2 z;HQJ&qa(W&2&ihpo}WAW!}`?~GB^Rt(9Z7gOZYZcK=_@YgKl&Hxc`;@2|VtT{cHJQ z`GcXn84Jnc4!G_HI2C{fF(UZnU$Lu#*=uugZ+`GNA|YnuJeEU zf=9RA*Dq)Ji#M=Fr?i$Y=!j~m%3SH|{G{)xu9^V95EV>w>yO9%5HI;~kGtlB_;Nhg z_~UH?h^fZW`7`|5FUq8aI6nm1|5V4gF9!b$d@FwNUjWKrT|RLsQN8#Jru*ZN44TH7 zt`STFV3VT@h-_+#L+$uXk_|d+$oz z<^eD(>8tc7(X#_+n)s8brlA2ad-@}81j-2fqi*zzfcq0a24d*?#eX19-Qqv&qnA3l zWBC(SOZ(G3@yB)k8^5fbg=-bCwSI~x{{3sG$ZF@(_P%WLVTgSZ{(Jbmvj_WA3wZPo zKmHSmj^y^3Tk##}TpGvV#2n>}D(gJR#oXSBlevkQH z1{OH!LLuC6v&+V%WL0KAtt#p!`;GbosX!u1{@9Yi65NF952p5#uz)vpf_{8IP_RhHkd;9qtfr@X; zM9?Y3Zm;tUYAysf+R%qC8_(AxF;w1RcQKAbR@$4N(65&Z7V_@`Q^h|#_XoLAEiHq1 z;-d?L2|4ph;W%a-zO_EeCKQ|txND`46ZMv0)bpNbn6p5UJUC&uS$bFAm=r zih^~UjXQ8w;<_(KHpCbs_~Wv<(B4!H6dw(EY4Z7OK(&0(?t`s^6LCGH90bqP;)1Q0 zB68pecDYGKVax4CmR*ywI|_aQ4Hl@~f$YKWReHNbEJoGeUQUvJ(%dQbC3fvl4^z8$ z@mATTjs$cdp8HiM^cKvEL^DlJG;h{a>|;_rm*6p zmy5z#)7YZF1mW(Zt+}GEO3biB6fepi~1I6q0w(@Ihzn)e2)iBUV(?cCAZYUe( z(#!v5h)jEW*o_$LC9U=~^8Br;ms@io7zo4BZ%&inRh*)Hj(;4F`#Kn4$y>tKwC;i0 zWa5eE!$|aFk_;94WFWLCp)-eBy6V}L%L|L2sNWJtf6-mv8d7DTfbWf?jS)2cW}O*c z!ScqoJOTRIH8y4POuI8QQ<0M_-owAb*Nh#_uF?VD5l1v-QMs>I4`$F~XZDgJa7I`P z;;ULJaZZ42(M!x=JP4&98LEk$CNrttoqcy>&}+0(%%n6vbmocMGB4xMgYGblo)<}v zXAOJH>^YvEBy+WGnq}_Uw-)rzDEf>pOyr!+5fM=Xe(8}8c1C`lg=D0PJf@b9-JE3W zGNJSxgGCW$)S?qgpW_{@*!a$0^t6Vw-BPxo-YRLRaDCo&*d=7pQk$A`o4jQtk$P?ARAH>Nr<}3Y9K- zf-SN1uuTMJ`Q1N=)z*OEg{k_cc-ft$>@#H1oqMzj6&+_R9${6?Ee~W?)WTAUO=?_! zP4_6e4z9f#$>wd(EI5M-0d zpwzC&B!?#|E;2P~QoEC8IL=K5@c>mh;_ri!Glhp+Hi?u(AnuXSk!`ND{sBe@Q3`Ye z>JD|Hs$|7yKRCz8KPl+0V|p-7Y4Jm(R!Q$&qY%D@-OPfbL-GQk zqX5x|BLNJuF>LYQvb{Jh2?*JZx?@F$&fHCf%p=vJk1V*Ckwa4TErV**rp&KKP40S` zLb-G%`2O@W<9T=Vz3}T$g8jUKdS&Pm#0z*K`a1%A!}XI$K#iF^DD=83&gUyEXG~i* zRR$C+`H|3_jG?0*utWgtu~-+#&j$KLW&~bZ({3;J3}Zu^hUkbSdVQY?i&QsJ8Tag@ zQ@{F3O^mb^ivxiYTVWr6s6L3-$qwNU;*DcHp701im^P*ua|G&?o(CI3h>wogvC6?s zzm1VhQJiYw{pz+P1Kgc(`Z}=qCqmiLqYxWY|G>q-)Z!a?$9WPr^T2b{eFb-Z<-eLT zTjpLoN~G1w-Z?!Lx3qTl(HW#m8EKJuat9OdC1#jTzw59gnDkVSm&JpWt=k~GJ=cUr zg}j!cp0w+m0lY3=%v~IQg)7h6Me)SK2EaSf3Y1_}T2u11@-2T6MwY2b=tjNon>W&^ z$wVhTDt)ZT5jVoY;P_yjx{ZQJ7eXYL5>nzFP`RpP4ghM&W-Gxwt<@k0V2MdN{C~DO z{Z<~?(gEx*j|n}TqK3UBaMRk6{ZyO=pTh_|OHLj5_Lhm!lQ;`+#dQS*%v2P;;uH;l zvVFKAi|fGn9Og%;d|O%(1s0Gnj2y~T4D3mC>>t1sxzM8rifo#qS%ForzwPvVzXJY6 zD(iBCVgZx~zqv|LPEq@I=Bbb|k!x-0oU47$AUvfHf*vK@ZLT3%O3siupV||j2IE)K zdanw-o+M%|=p?Ik(d{W&@t-co%+#srjZJx+H5%5iuG**e{50-QdbE@gvi^8o^{d3?7gS<{0mVyCd;YeS6!%ij<8)<%ALM62$ZXH|VQ<6yg*%);V@k=(9poo-nE)s;qd zvp}7$TQJiEnJ}%84$NAMri3nesMwi`m>6Js?7L3)@tZ8kHl+?8`kYPN>#A#Xk6J;P zEpC$SpI3WbYszey58t`RM+-v;w`iDzJdwqoOGVi-n%+1Kja)PciourE)*ScyY~D7xzGk~2o35FDkFN>!++TjJe3Q@K6eo4mD)g=`Hv8~ zBzjp5hmMwxCJF|@-wanHoN4P8kxnJndnPoAtx%0a@!IBSsr*d4-k_pdruycYHKnma zFbe||Y5Z{g_&_pX5t}Zg+t~Q;6$IzA0rx>-+iDvxLg{UV8sRvzLsF^H zwR6A-wf3Sxr+gdci1Urygj!}rZBBDyXOj9lB(!~2K-=X2~=f=UHh#S0spN$3Ru(N?v8h4Eo($3cMv4K)qn67F#tUr3cr+3%_jF z(^*DiB?TM%Um5!1c$K+`{c$O84Hi?16i8xgndKPfwi~G2yA+qYAlvh@Q)oWd2~StiVPA$9rInNwL(g5SSZ2k0r1hp}UAFvyvptmWr?|LGo(rT3cay(A&&V;#N)W zI$99L^>gpmho!+P0t%~YHsOF}DS>G1&DQRt1q;F_`8*CAwz<~C&zjs^VB;&o;|yHd zUJD6_slB&^#-fAYVeRd)r_G3vV-JsUkN@cs^SMG&Nm^jGs))lS~hB@sS^-h+;Bj->0LyBd51Wr1R2;A zEioT7t1G>_Pb`n}e}{r6+@UTzJiZy8C)dNnZHhu7{Y?o7R5yPH(cE9LaHuLXg>8w* zdAdzL*D!Zb@O2z}3l*hQM>QmW6w`Ad6g*gIvPJ-%hv9i)IDu;giCFZ#Wu{u2N#V4x z7t9&$m@er4f=a7z6AAu@c38T+A~Uz-W;dYN_u?wB$`zl2#5bNxuA&cpnVr?(HKVZC zMLE5u5@?d@>wZI~ZhY)i{5k@5+$uMBhW@i`J9TgoM`Wd%^+LJiyQMeFd6Rskqs%@V z{*!f@^l=lM%6XFW@+}adaoYfiI8~&vKwS3;lPF@j z1mC)nJZ_s3^WdBsyI>_%i*)e?>J8d7DN;SfsrH(CX5h%=Q(8V6DKRRX;}}N?D;aUg z$oiFSp|O+}Q0_$rV-k!X*F-dfnR}=YLZY5RGrU?zwyH5O*w@=0J0})W@T6*cI4@jZ zHE=xZrk`|jU^5&fN-5*k@G0>Y;V7k;@9AQYjqcFR{DfTvV#y)`*0RWG+G&TIzJ9*~ z62ji=2bhvp62{29hdj%LBJJ3!pon>pU18b&0A{2&F}2H?sqa|GyAqK^I+Ww!ZWClA z4|#LWJ_;wdN-vnH%Vd(+E|R!Z8=v_}^d&5&D`*83Uekq+0VZmeNZi0w56f82W1;=dXfUP=O{urw9AhwHO_2Q=6J81WlWJJjyz=j zo3UMVJ2?h%&t%GX(gZU|T8kPcFvP;|y(%E|&!I!Cdl7ozmo4IU0=w9Qn{EgvbML6u z5jDG8G@G)_w2jZ|VJPhW6}?(m3i)^U1F?hIj-Beg8^*Fu7}M9s&9N+;&<=|>Mys=-c4c3}r;uF9lPY%`fRa=vE%7M4FO zddrtI46m9=x$U9$3`u z!|NU9jupqhLDjz1(?y-~pj+^4Bg9Lr1N#m|KVlLqc9ohPCMNcegP)tc@SM)`1~dWz zq#9@Z;wyrJ%#S4*Z)4RtigIX$cnnNpLO4t$K^qR|KW>*6s%UjYP&j5e;q`$-YjRed z>1Nq(OPHBTRTt7b1JEDqrX()0;gunUQ(Hl??4O4B&5)G1icwpL1}<3*Nh>lTF{{a_ z`SpcHj}D)y^1^HUc-8j$RmGucr;`{vD=nWpt!iUNj^NS>i*Uzl{Ch|YTsa6`QsWDJQy%}qvpu=>x%o^VidE+* zQOTA27%O?y@?*Py32dq z@NgTEKE~B4UhFqS@GX){H@mOIc_>qhX4+2yRJHhZ?aB<#C2kkv8zr?jsUC;m!zb0( zI02gBt7#7IRr-O|O^NSDE#eqsM9+*wx57Elo~STy_Ze-#Sa@Z6Tg-M->CqJ62w};n zogi?yDfqOyPeQBI)f1U)l_k|f^+N2sVMqCM;RiA6wyk+QEzP5gxRO^g=O=b1qp=z# zitBuTvQ216Z-JqPaft1iT+;AX!B&L82tws!FN60gu!{foA+W@Fm5Ev{r=rKx0me!? z%So%)_B}{MUx)3*d&g|~D_Aa%%h3f&g9Ky7qk;UA4(yHG)x!~s_x7W;>8eJ zCuZCCko*rMp!fT;-7fK9V9_%#B~er`TDUqJBaP;LTaHdULwM;?lHHoPCG9)!+As|6 ze@=P|kB!$oE@njE>%q#-4%CF~J9bg%JD3)hup|7e-$vy;%08b@;%O0~LZOoPyBgq- zV8*_*P%+$p-c>e6PuJPvRyR7)OZGfn*}^evNJw#P@%nPLL?)0qq&;PIuQaRnavol{ z6X*)1AszY%?1V_=Z-i#mYV(j?pzN zw3hU{PlJ&;!%z#6q|5|5htgGC&WA566f?mQwtNo187YBStk_6u(P*C|1NT?9y#a>+ z-FMCKPyN0o>DPL!nfESnW$QaLQ&D&L?BFu?PVg_WmRmSFk9uCqOgDR*!pEBbe4g8a z_NIzbYdLRBn>GE_u-h3MM^PtLcFsPMZl)*g=jBt#2C70*#<+d)h3f@7WTXzbVKhww z(9t?~c^Cz*(pUx5dp^Lnm6lf%12o zM-huivF#c#pimZkkqCYWYt`Btl?ek0^R*^II*W=|2!;a5ZzuZSvQeZ1L(O|X;6h@; zEJf#fqK=|Yi5i`MeUpw!ycaDzB~GH)%`12QJZ(7*w*?cs8iAjfSULvk7Waju?9Yl! z8@xh8d#o@w(IH_mgxDm@^Z!u|T1+BoD3xrG$j zO1^18U(>)`_pmDBnZ0OtZI!(q0cV-pm3r~@LVimW1ZwqqafLn-~&6lR5 zTP_zTw#)!Pc5}z<@1GF$2+U+$Wbo()3wP2QpQt?_0MKy;|3&|vga(EBQ}v^rmFwv* zx0*_-?O;+GpQ;}^N-AkY_I~TB2Jg;fEP)Z^lBQEZd#Y+?|-{?1TOWKxcbFT!51OT1^8c4V3Gg+vi!3o zv)snmDK4uvrFw3u6$S03-TarE;YxL- zAZOIq1L>>sw_;+f)5W{|>Sd&b(0t|oc#R)^BBzFlclzTpt9}Xj^gk?X(#@c$`q(Rl zC!e=su$Q(GcN3_nOsLK41j+>FQfp7cl#Ev4b+dI)y-p*?Sg+%jJJ@t|-e3X@HPW?c z_`ZaPdSD+II7(MGb=vGlb+rKylIG<(gTS?yi#J|v4fNbpPCY3C00#JX3tzk;V2=P# z<#2?K0wK*V7UJm(=QSM#SUG@q=SYVoVOaH{Aff?qs2A1k2qwPrz_1i|zl2zVd5mpC+({fFQqD$OD_;M)r#X;rTkOw>_$TQe7gvr|& zQZEY#*=g^P89vdk(u;LzjXcx(w}0{NQG)e2M%Ox&hhF;anbuVDf8-b}vrhqJG4z@b zb2_-A@B^?4e#-yF4g9+w;(>((^$!*ck(TFvQBc|NNpJ)Z5o#PjY6RWoYLO%|I& z&XcZ#J<+r?6Dp`dZ4N1o!0?K8SIv22lQq-Wd+nC@af}xQqT=!u_rDyaLu98F`AO+K zi6oISx0%~LO9EUjCst|iFHq6pYTD%ZZv{Cx_T+ITnBrNfMY{H^AFjhxK~su=3#j2E zEPoS`C$1UB2bywtH zjg_F{3iqNgv_5;c|I{3B=H)2kdX|nAL=a!$RCXDuR7N6Jr0XVK7Wo7HRU(A;ZH;Wf@+VaE|SDiGGn z8Etv$nL~R??BO((W~g_qN+ z=d)T4h@Mjm)?0Sp9x*Eg z$uDMOdm~L{POc4<2UZ5W{E{On0|~9*YeZ5u+FOvy+e#4|gaDQpmy~|jU+_dA6z^1B z73VVF0DhN@>p0)5$UQvaF}J3r>8q2NQY)OccvMHR3#eS)!>; zU%lJ~GaCp+AEVse=+q|FK%#^Rx-Q)5C-D^O$7S826&fa#nFM>we&IHk1Nb6)YdX?(r)|%r+GD+P zs|#wq&B)?ben03s`dmtlQZUqs@iuzkSn!7_xk-ATjm|Zm3_BaQr%H#?SvziQw{~)L zlyTkL6|oR+x>*DTC+~QVc29moBFIAeTP;Cn%)w-+@cne3B>dxn6l+K1_giZ!&lWUQ zM^~<=hqan@oF<;_pX9F?-R1E?fj0S3Ey>gcej07!*5BJKWJ1USI^+}%F~2!@JWYBy zuSYy!aLh~cfT#3VR4Gg?N^T`w5QSMj^GIL((rT?GO1H&+%m}Yqx>A%sAVYg5(-{#d zXpPx`KJqY5Us^BqG?PF8EhLOy)CfOt#qO4)0=3DhidALBea1_wuj|=shpTaVXb9BtYE6cjPTs=JA`IEi*{3>?v2!FlQTQFqBop;&C!*Z&phipy_J z4(`x5Irt}*m{;OgYGPdtp?Va2(Eju_I2ijDQ^s&h3GVn6M850-+u-yBgZayhM+wKq z-hZdDLcJZajJ}Zs#m8`w0yG>ck=&g}KBtab6kvZA$W|K>cR!70>R08qsWDE30*8?I zNmYOHsqMCZXk7%QD|mQqK}IN^vxHtt1HK#Exjvjz5S7nwF9--F81>d^TpFQ|=sttb zTum(fQvbS_JMT4y)+W-ln#uq6W=cEay8JF~P`h`xjGmCzk`snE8!}+6(gVuW#0^qX z^nho@qck4wSS>Xy3)egqH}n8MZSL2)#LV7(kQD2Qs5RU=wyxlF#H9BOk7ZDm_z)01 z3x`S$Kk-Z*?2O9fR7tE`6*5g*ApTZdrYH1J3AcI~QM|#9GOEd7??<^8D<=}jYQKDRvxTowsHD029DH0-r za*H+y8+m0VEK7W@!9+qIkQufH35b7rz%DVtw^cqMtf14h8y$v_w5w!cgLg*<*mYN% z8Xv~WYsVlaMT||0f9R;5VLhx{m&A4=^1W(IxwJQYfY|2$xgmIp;mao3!@-{%|MsiQ z#@F)wgny>MP`k4sJZR#A-sq+F7$_YmRvN6%qHms!r}6+NCyO*f?R$#KT-3_xR9|*JU&DWAVOi`9>^}g(Muz{f6E#no>$D!Ww ztoU8|==*kWZb&Oqd45lV^`GBp<;1?GAGX%Og_c3Gx8iU#28&Ma{9uen*c~f$C4jD5 zQY>!|f#EHlEna4p*0J4#)jZUxpm_@z3n>z={I0mKwhCc_#NC@_AauuA53J=t^7){n zldLT|5kG(76tO)oFkd_NiXxGD+C49yRQj#f=bq5Y{x6=KhxqXYi%|+O+jPuieVBvI z%yLi@+6oH&qQY4=N)HhVdpinMNh<#cYwHVg-3H6lcs_ZMT|+!>1fu)g9xMYhrl4+; zI4)GXBS^~3O(kgzHLFgOg^%Yxq!ipc)NT4RLVIX1r`ZGjA(bRAMJ8QG;n1}ny$@w! z*ed~BeEPOKv`{La#P(VkCO|aq=Iw_et!~_!$J;C&w&kpB~UY;b$ z(O&szVTA*mqV~%rb^wUEn*YwF2c7t6xS8b!>`s&)+o`0H$XdEbZ!OwA*w6S0!+%I# z#7~ZQX10w|E-mFN^v0XLRF_1q_Mftfh`D;W@lM&gquT3A*M3(RIC)b9g$3Hw1aS7@ z{Y<)c4>HOg-lOFgiT=)_0DmQp9*59Z*f`3;H1t9?TYJf(BF%Et-CX5ACV{>k&2k0n8RxAHGGRb z{~f%j=+-BDMLmNb&)Bz&3c5O~Z^@(l&enBk^>@Cw-Cf$LVm{-wr%XR3uJI$b>$kHG z5v+?$?Sm^AZiH@|0dGjgEMtz!Nw|56q|T@JPxWxrja1%Hmz)rdu^J(3nweyJ-apjN z_2B>Rv-v0X!&)hv2$PKg*7~_RqKEw!ZMz98ERjIO#m>Q!Prq2V7n!cy`H|~rBf-Ux z)?wO9i7%ki7ewBKG1to@YVaXweQv(b@lf9tt{( z$f8OfvBzH#oj;1+@(BgnRMZ7Jw%Jzj5(2&u?W4*&eHW;c*^{MJ2xG>i+2_1p z8my}lU}Zt#Aw>r?ARzGmc#iXe6-s7gu+_;=Tw^dZ1QYuvkGlU!0VJ_U3?0VfKlxY70u%}dg0_WN|(3vv2sUMfx4T=LcT(eJ2C5uMeP)Kmkd5uBIY|e#> zIeS*UbtW@oncE%U^}}vk z3PxB6W&i~JqHaDGsMC)&)wTF^EIkkI^Uhp4vtwoyX>d-zq@YKp&kBS17?IByCB|_v z?LqiH8A7l<(wKADT925anmf_AiPnTg$?^H4fZHaLo+al49jddKs7C!>A?bVND;A7nOpDTkM|5%|8;1tu|(_);>R-@xQu7$+eYLfWfgB#pqqOdyx$ z8g1=?riTUaxgSyDMN|K8M1pJ3D(ST5AVI>>QcFN-t5OgK>NV}Ywyx~n)GE30yWISd zn0?+HM&BSUpvBmH5<|C6Ok=)qf)icq`LM>Nk*^g=Z@|B7`3cknJh#U#oyXe1w>1+J zOAHaEvF-;i3S;llJ!zd~nK=&yXCrVW*^Y?+Ur#~f=LmzSs#Htg` z23l6vliXu`G(J*iZy68dESaCOY&D(LCO4S9btEXmUOph_OUi|9U~RpShf0f6Ct*y8(z_$Yfd8 zZ~eBWSb)uq- z?muL%u8Rc>i1HvM^%mY{+!%Ykl=QIWr)9sQ|04vM>41CL5Q5>v``cdDU7Y&Exb^E@ zi97$KRc#jGGxyPVtWf`lSas&14;L4j`;g%Vs66SI%RNIU6;S3eu)LQz_Yx9M=`QLR zJT8YqHeS#WPiQiZGYQ(zs@*28M=PsDL>PVJ@tM8x@EPqOhdy+BkaI=wmm(55JAXq8 zCxVZtJr0tu!4bY&PceN=-qL?&3&;BKZDeaMYad>kS$S%0xWxoD-RRk=TX4W9P6piR)*Ib2_D=~i7x;P(b$-T zrb)Gf(&}^f62p>`>(V||_)v^6Od5`;kI^7(>B5h~FdHvQ$eg80-_`#X%`owJt~)SwmH>B zyXp_{h;|dEUE-g@yMYKk%*TyIMv;g<0UJZ`T(iCU03&Gc{NPk+`T=ec$wie`rRlBd zC!)9OBFEZ2427B`D$L6Jve)N$qA^vg*K=)zZ}hBWpR2eO>!WDrk={ZZSl%KBt`z4p z%R!OdN6b80WJWJ*I+hPJS);k~nL2e>BTPmM->XwcKz!IEfzCL+^3ay#a)Wnqs}x2& zA644HX$fu3(uK)d5(^nMul}4T9|dheGYJwhWw#&1VhQqTn0q9&YtSGW{)*A;*@!OBk{vuppCpihF*G|N`Y}#f@ zK(qM3wr@-Z7o&@(CCU~jXug6k`(B>vzA@7rMgEqw5fFB_#DTZ1!-RX+CvVv!w9!x_ z>;wVIA6|&uTh1Yn&9n9h{FNIhVrchMAH`&+R*Vj*5PB&8*l=UW5ERUdk+8-V1AM$# ziE8Kr^`Kh_6hT+XG?)ER0ooCx5DW7G_om5T0I*b+No&k>tiT1rv^X6Mg@j;dk2X8y zVIJ#ITAr)#smDc}JATwyKd~}zF}dVObIE@<2*Va4nZR}5xyNX^mQ(n(k4n_FQcC8| zbZ|5yW{+Yg-k}}8QR-}@HmwVJj7O$L0tf)Q$!eP&Y(o`#S*3)W3Vga!#3@sJzH-?8M&u82HofT+>z-Mu zF8%}rjZyzOgu$g7Ct*8{L82s{v+1d8d@2YBtY|Xw1^;UDQAW*|s-Ejj^R3F8OAHXn zwK+z9PLbem1VJRRY#h08oZ*JW4I=m4k_wI+ttPMAJ zfY#-(I;b`m8V@qCD4a)lO~PL`T@xTst#(ROx-ma_J2I8lV?NfMd;G$>ERl)U7^gea zVOXPe>apu}Ru!FdX8E$7BI}=;X$OB+E{nhV|de zuvn2%J<}moFTQ`vZRdH$@&gRz7hTAl)5wamvq^*qi>8pbSQPo*yd{@_`Zmnq5C~gN ztKfvmY+O1&awPZ~xCW}qTb_2&Rc{NuR|&GX8r(3jbef$729-t9(7Tz^9;5-ZjpOTs z>+=3tZZ`1hXJk1sIoViE#VrH1dF-3FduW)gZ4;EX3L4<5+Kd+tde}k?>+rif`w2bp zS62*f`B}CZL&zIt1d}W4OyA$lt@ZKnp+)!-MESy067eb>;X~Z{h^kpwCfd$mDf4yS z3m>&x+wcd%_~=XZiUi!D$rov9)gzzr+Au7^L7CXPyegBfSgBk2YIm$FBS&O2sJ-EV z=SO_Hw)mmv?YVv_)2@>Zux7w$2DG%{Y8j9!=}BOMp;Ig=c+gK?zhbDW=^l{qt|m*q zR9T^$M@fo7@8meRLu6LF-IA8q=BDQ?0LpLV(u%=?9?_4 zK^`GmGIUGZ7$>{7UkT!l;7LcBlE8>*?<+HkT|Ldu2RQTn24u)ZqfN?@Kj)=a(}4pq z_mFeF%*&t`25$TkDKUEV9kRR7Bsco@pP^gCWEeRdxsI*&>WZ&a%%hJ4XPWV-=`4>Q zG7`En&vkb=dXOn0XvrzSlNbM(qnyD8b^R*CAS-LtPaA2A9Yc}vTU20Iah?BAQybxh zUtZvNcb$o#Pf_ZORZC%A@omu1p^E{lb);g8A|XZ++5dI=($GwIJEoA8$(r-d^HC_+ z3@vMJ&E7th1*-1S;;BQL9r$|ml3^?BaAl9nu$IwzT2Xi!p1mksb(^;L20aYq9=34X z1*N1g3Opq*C>3+Tbe5;bfLy)6-K^FXu`6lLltm3EcK){W+qS!J z^R{ih386gsTQ zLY{5s+J$VhlhA;|@--c%h2RvgiLNx7S2JE;KdU5hT68~;eURphS-?TPOS3UKi%Y&0 zdigh^zeVH6DmA(7PBpV95kxW&O5V5204_uMkB4+keo4T7OrGV7Su4S&J&s6w&+pKkFP)Jdz zlzrYzYi}|Rd|FgkonKt-W3U6A))o)?=NTx z=kwcwwTf!5I+z11hnXkUrBzBSoQ6J2;-4&!o_vLmbiXh2;iwcBhv(RP27=%k6XDYsat5o%K)%%&_v2$qzN?X62NkHX#h9F;K1)W0Ei!-2rOH^w;r&QdzoOaxOE+V;0BjVQ66+mn=ngCibU}K9aj&u%A zx;Mgks`3zhc0<6fNW}lOqpeOheh+C;D2>cTT^&o=ovDQof*f!_1}FwC8~rBL>w zBH--&`z6ag`Db&kTa=HE6M*TX!ZilDhh+Xr8Rk68$@CutOerJke_7BlY(OoJA2j#w z)!|~n&jI%!Ee!UXAAZQbX79eJ+Ict-TrKhamcba7cUA`ja*tivxAqBPkl6B9v|udv z1dBAk-%TocvJNj$VJ+t5{7HH7YEqf=Wjc#@SETwf>66V<`%7-lOk$JxdW^Q4P=>hfEKJg5 z!rE`UaJhGxcco1QhoyzhbiT8fI~fcvCK%Ln!<{5T~tnOvx7WGl;*>%0h+19URKT>%v2_;T{|#7mgFGv5ZOZp_iA z55bu=G~=zyppSAH!l`aBSI#=9ljunW`g+(?+}KC$&JhiVcgx_qp%N%&W-AEag7dHS zr>T4LHL7$LB4goEyz2Ik#>({x$uQb^A?(@h%x#)wxP;a^B7*}Q=)}oXLA11uNp;Ktv?A7?u{{OlLY21;u@(N66Y!hHR1<0U z`-xUn5(O^CCt3wIce$FCDt56a*6IqjMWFAl0kwNDRoTn zj?bT3Pe?1!NUgKj(dR-280m68Es}HuEYOY33mJ=gxTL9Ss|^H+8ltO(lOXhq1uySM zVOA3}U5u()*A=<9bT_(8vAL~daY@TPrsnCNOsp1evK8}RXGJ${4&rS zSXPQ(mdQBh%$4KHZJ1IpwGvF0sE+M-WW)}XnNAtsp(m{55tjp=kQ?wHwdK+M>0aJ# zE^(#m2i0iyS~T8^FrFM+m3q}KCsV~I$AYfWC4s|@Er-Uoh>XisA#EpwS1?1?Ag;Mt za-Fyq18Mt4FZ}@xKfYRxTgaNSR-U+VK-&r=8w-ffqqOv7B~Xluh-_ZbAbfy%3?g#C z#q@9>fL0v;n(-q%tQDvvZq&|9!(v8aUm^9=09C}ab=Rr6yxit#ypk(&M896Sr2%+a z%CsmmooD%;Yo#}lNw12F1jXGpd|tEP3b z*{!`L!3}MNJbnEbsM?PpdHls|?ud~`4-3ytE6e537{Q?Ea$&C`1wX!Q$do=9p0c4@ zThtH;1eQG-EV=WCiH$s<6P~0h&;e(Au-a2An;B7Jak+U}%}i=o-MezjNjQcTe}^R6mZ!gDo)i@zvdUzshRV!_%gc@-UDEouXN)?I^raK*(k>1|?IOn^zOu z2D2e5e{o#R;y&y@HPYC-B>1DUIZ;1z<{6>dc`~9!Y<3~}qqtK<*=tT#@9ur{xni2w z)C@?xbu%13MjS~yMx&kI>l~X6Ui_((;!C}C9W0=k@YFRmJbx%f@v68^`Z_Z}EPkQN z>{Nu{HP-LjT@WBda%Ney8Ac{agukDZ}LuU}khV!N+DVi?8 zgz}PrtL9927Ay}2@?EgkDi30k?pQi$ zcdAL5?)M1R@@C0itP#eTrZ)WQeyv@e!8G%l1MeJp;vE&WA#cK3To3uQEnBOlidrV4 zsMQiKC&tVK^{#H)-xoOf`#LxAV9wg~!9ipXc!?no=k*AKlT=Lb^Fxu2mU!G@{qZ4loj+6J4z zQ4FtAj=9t~(`rn8rYvekJ*D^H3%vyCNRBZJ-b7Uf`0v1((M~{sZSk&3Et33E4MepM z8qt&Kzcd%X3`=+O7Mm2g0%YU)SfhW44keGOL{9dHpbyg(RsnDjJWVnp@Q(IxS zXjIK|dTX$7euWIm;}B+nUDmaKI=YEn8AKF>8}s+#c!WdP~E>43*^#{etEGSVqX&+zF1AS z#&q-U#J_UcOGI5AeW*jkz2>b=*Yy@=`|BnNT1*&}_xjZ8F<5`5ZM1g$2f=L0(VB;s zQbeebFoR3hPDVn}q@5%&F$ z^7w@Im@iQ_`$8&JUW+*nQ6QE@0Tue`^}*tZDV;lV9xE6QRiD>lV?@K8-B-j7U3qO?!0ngI z{1v&q+qd|xntMZtZjqo8m1iudQdqf#ris(FRB4~3WNlrW{Z&y+b4a2W7QC*aftf=q zs#mU=xAS`>mIuQUfTnWMH`pWh)%ArrBC_;#MIE`p_)D=#^08^w& zg?CR1m-YE{JfQ@2K-;T%3oPSj zFYKx@oJ4HVeDefosXBboW4hZ0@6k~eS1VH9L1r7)vt*{FOzTwBSyFX<<6d38Q|hS% zUs-ttO@jI^yJei38_Vb|(gYc^M>iEONCVkMx6hq_YogH_e=FnUSnl@O=JrmVPq;P@|I5aVCy<6^FM`8cOJ z#}XhVo2@~F$`5Vb5;{`8zt-a~#ejX-*Ed~Nh$ z7pUwwenp-zrjA{N<1AsOc)dZp^OnUNZn}njHbh$(Fb7C)6%o-=rO!OW5LxMoipOI( z>+E^Wmi|JS3~i^sImd-^115EujrD8G>H@mrr%fj$h2&g5#x?j?-AZKim@9a5MGvmgdtG z+E$p{Kj)wqlkb7QfCBO!$aLCD@DnA@-Re;j=rHn=W%A)w1^|DD^CRJf>y&S!e^7wKhp(sb1!<~h6}*S&=IyL zKra6hRdh{J!q6qTu5^=nlQMfi&)FN?7Xu0PZ>)I5nR zxPHkZG=p~6dhGWp{j(Gaah|Dc^qdx)O$z+JxS?J5k;fR?ZJ{EQn;QF7t%q!^c;%;n zaGOd!VasqAW;@kj$R$*C0DY{GG;`(bm&h-M-Yo^F#yU@7b9^Hllez^m{F6me{SG1v zl7CWA?_-jZO&Yqfj+Gm5{6WlHBAC55WHJO(M04j7Dojn}e&LZ<4-=lS6_RvEDrb4x zWL%r-K3XY)=;rJ4H#eSYa&{o1qAEfAxnw(q68+C7=d&Z=yBi75`4qq}`=Q=qq&3!wnB&FwpG=(9r%fIb&4sEvB1U8AqM zP2a2U7wP-_BBE#yXw1}!Z4?r6AL0Cy|sgS-w+QQ92Re#+82-RyLCa3BspREX< z&3GBj{PWweLvLogQMN$A0-R%7&7Dgn;9Z=eu%QC)t z(JXbs$o<>c(k>4X#TI;E=m`Qk-84Mx=jWDF5B?+-#ch4ovZLlUmT(eR zpf)VjHTsH+YYMF}2+;$M!|x;7vzoYfU@8!ikzlcZ@T%y7n9c&2U=U5HmeK{h;v+Z>j^~ zH6v+cGkdugZsqLB1?X2A!0jtk|GwDa)L*UwFxTCr-05=e<^(EIgd-&MM9K3ILHBmm zYD89Rr*&-v-g=19G(lkDLi)DyMqz0RUZLjT*f`LdqWsOc{q`>&&W2AQ-asjbN0L8* zTzVW%8F`4J*#pS2_xkzly(OEzyv5pqf&j>-y6lcA?V!nxj6DKid{3Fc7Z>a{xXd`C zZN~Gg)gg-QfG2Z+*o4aZlIoy3NvV>yhrTM*rwoI$f&};_)+BfQmNDYWCW@(@+dEgT zlwP9jXhjPP%!Ek;A>7c9>h0t3C_(vHNN;C;*&wznYhkN$q{8um@>5(rV zm(F^-i?XRrSFIf-;7}BJ${VSYkwInBklI={UV`}ow-KO`8Cv8M-dJJ(Wx*$!9&W@h zFJM5Wb!vYQvR6j;441mojuB_OVPQ>u}Lo(}$t}ASa z4a=}DH#)5%T>9gXLYj8NGstpV9DIkB@1t1>E^?_LKqd2$hnkdeD!g5S6$COdkIuGs3%RH zSk|QvHR|j^?QeOf=H60T&%AVX8YC1hBTT<9UicAl6DVsd1P&gbAQv;@`v~ia-&Y_w zYTIWGo}wVPa{ar7j?MwjBWBDBmjuWoC=ECGqj+Nw9vlH zUpA_RW`rC~a%_S&)%YKGpsA*h@1RQ!uJu(7bzNAA#1@q%c?kOj#fWX;uIAq)><5(Q z<|-a(H{65a{MGb9pQfBY>{=u92VHwW?xOsVRi>?Tc}&byCcPzh*V`!IXp{HD20~8_ zVXihZNfCz%*h*-cH7Gp46Bze35h!?y`L#7+YaFt>PLXL~c$f>=)>44Ytfb6%-k1Ru ze(7s=D~}Gs_t^;7Fuql?=J=THh@0`|WNP-^beT#tL?A=t+$j49dL!N*nP0(-a(#5p ztbIo%+0ncc zfEpQBzYHlCDtPSVY{Bt6USyGih_PGW#l_7iT4@aBfSLDE>F^IR$f}dy6srWW$o2L- zUyhJjtOY**lcmnFxyPbuU<;<&sZXC^shK3zF9po+u6R^&<>6q2Z4URL2V3qBtG-s= z`m^&TTN(dvoLwU_nFu+#MxNW{PnbKbtVbBNqnZuL{Dk5~+$V6oJxj;71(^897170& zQDUpRJ+SqJ!gIsDf@cRv^UYEokJ6I2<))XahSRoZu{*LjYxp*0FLf&zM5s+hYVU0H9TU@rU&mPmS-qs6MO%oYDWy7G7V z6G}v}*+0D9*F3CK(u7X&!2%p0#BLIp0F}iD4Zb0MHVTa~8}bOCCKDLxqW8J6DgOl! zW&c0&^*=zAot@!7V(33Wl!1+&=|7ME3lL?ZV`cb%1ER)CnVv8I{@rhF2cWsSy8gX^ z>;Kb+;z~K3-}a9aCBM)0P0e}CO=oP(slA<$xY5$A^}PMw6kmZNDNmpX48t4) z`3u?Ls;{SSbOJg?S>|^Yb*-+3Da7Am0-z#dV&dW^Awf@;S09Nwrn9vMItIPxP!Hn8 z;Oy?|1XRbs_}HfiROI)*q=J%z%-jRI2d7^QBXRUwzr|pHC zf3~vsVM2V>GNp{n_`Xk2l8*ylMO9yE`@M|3l-!2UjL_7~02KBb-OA>zkM=?W0UFfE z$oM+^{gOO>`iDps&_H?gGIDFu;v2sHUZ>S}S3aKlE}it+ZlW07S{+{-+Gk)bhgll%Mj)NW@jX&`!S{uSUw7!1mmbWK&r@!Y`WVUnAm2YaY zcK{g={m#B>V6IJ>7ql9`qt|L8JFgO)MRIkL|)ked*2{UrqA^`4@|s@xI*4~{Y*1ir0+#=F=KWe4TbUYPzVEvH z8Wuo)2_}F1?pqyGnI8i(DK_90L#h45#YHs~1R`#HM~-QUAUzf1 z(v!PE{gMNb^{$SLt{`W>cz~;LZ~$miUgcSUJ-(QU0Z2tW<0dLB4}S@4020T0 z5uq6w{l@>?)L$|6AK8!BzMs)l+`gkH__vvfcl^6tnF$}_DxI!>+SCyc$AKf96##zl=#vf^uqmqCjCJFt_J`R%mJH0 z^)>-897DIrm_t!NCy(V)1eP4>bJg^rEhR(;YDi>W5cHwWzDt9lP(Ya7%a&3Aj7vUV ze3F8$p_|Kt8Ls!#G?S{x=wy;Z+hTrFyde=thDDiJ(p7+$P*Q!QI>*oBjG3I8qc_eL zwGKBU0xyZe54&-6;1{Tq?ack-6rUzGR2=iSp-f?)2x|`PWk1s}F+ZHe?5~*zq$CN>5Q9DyAL(RE_o4udT!#ecDgNYSE$z%Fcug?E^Ii{P)`5`L3mH(QNvV2kyR-4+4-J zagV81Y!xjC8b)g;!!- zyGXXD`5CSH__(lyWbeI*@UPyEht{eVat*WC{!C$l7(j*`t7FLZUPy%S<^b5OItho>pmgQ{J~#kdoa z{t4Fo8slY`#UgPr6Pas3;-U0$unju=$@opkhR$3_d%c7djY&I74V+;|b%m8&`eQkb z8{Kf zC7P>u`$sS|3yb+eI(eHX%!e530)wI^!()>7r%w@DnRhaAT=s(L^P8jg486#YIRTdJ z&{^OQFE1dvXNyB8KQ!g49zPo^&y33PZRHDvOPR&~KuMj3I5=0*3$gH0I@2Gw$(`GU zCWu2@$&oH@UOu2XpXk*dm|i?AYj%5`#}}PEAEY zN}~GC&6jAsU?f7GYe!|~TADn%>I*pK1NDW4GEG>Zv{r*c$6^+ZYUy+`sxeJl?c?(zM+g zi%JSyn;X`N#@55AqZ>{s@eguHK%pK|16zZr*u50<+O7WOtol!3YKvqtGM+#{iuxvd zuAXvKgro823ymUAiCRj$I(3`3V?hSwL50)79SX2=5LP2jiP_~bizW;;)1k(OkU%eA zy{tbAWH&H1I<~lxtZ?vHF)e*Z@7vc;nxDBVE}N-!V|G|h^?Av}_$%kZ4Z~gHs^qGz zgr%g&zG8+l$IKW#c@jSAnK1l`8sa5?mXZa!h>y-;?J+qln z*&Ve*82RWGYOxchY+VI}JqvvKPV9yI%E+6{a=K99NNI*R%!@an({<%hUX*;LKj~0J zdBVU;{t;Ie^Q}_a+G0B{Z8y#W1EsaqzK3NYPyFBUlc)0wzab1%8yWz!zIIp|+AdP~ zEeCNJ=Y{WNon)V_b!KjoM38$*t(THZVDChyP3n&5$AjD&{_h}5uaLN|!_*gIP|}qr z$S0?wN)B(q``&CW0hzeK)sz<)rMA$1Z*HV&5T?m+w?w`}?r@?0dSE{x5v1m5R+3YJ2j1H5- zJkPKY46a14(6^(Vy6qDej9a7+X+vN(-O|QxUD}GOURP|U;Xee4dBP^i!w!Kad-*A& z#OXn`UgZ4Fp`m`7vGoxW!C!F&Km;=3Q;}-r*S*h zR9BFQA7D!|5XdRJO_++UCcM{e&mQ)9TNd3T&`(nc%|UgkfN)D;8X0%vCH%(gJDiX; z6cs8&D;MXcV{_<1#eq%uy?p0L@*KFnYJ){-h{6isuCHH8y(`PfBtY6MpXWfeS%hX( zq1{TST{1KH;LSgq3;g8_u3{Q|R2hG54Y}rj^n0HpR*-LAX9)uJpD-BV<6zjVLM>+Mp&bRLR{4`>*eK`oPPlN93#)Gt;#9wC$Df~C~W&>)jSO@2}hPI5t>!ZyK3M89{9Gi30Y(K273sbmUfHALWA$W z&g8gTKfRMNj5R0>slF$o;de-D#|{p}d?4X(gA9M_l#WuoV+o@8x*oLjIsApG&zz`k zl-YO7l?yW@?-u>ZB9Fsm2|$+YC2KUr1BSjgQ-EKWVXhnQgt2PKiURu2;)BiDxZ$c= z=?UEa)k6vKI>eGroyUq#>KpMVaP{Z|aj`X^tQc2IqJ_e-12M*~R zf=D7RsCW}Ro%Nh(nslVtvnIr6{Ki@6J1MINx)ATd9mG>=LtHS^+^x>U9}Tu^?9!ej za`l-_7ai|-;?@1N;JpIK-tN>QmS-4GsAC&TlRyMSsOgXl~So z>BXSYyLH^3!4tEJbvJjBu&DT1`-%#qoO#+@Oa*?H4jBuZAo`k49B-3}J;R{jN(8eB zeSb5vg4pUxdRedG5_t;5cjNiHg~J`*1ij$naqhQ2ki?c2w@`CEk2I;CJfY(TTi)l~ zhg@^BJl|~1JT3If+TgRc*2||dB z$OoM>EMwIA6Y#9kK$l+Su#_x%$d-(ac>j-C@M}PE?{x#7%Ebi5^8hPL!D6$G!ORQ$ z5NfZ2iWFO=iD@xHc|7m3S)@mpSGNIUP(DX4+N$Kzqs0%L2$Z&D_)zRe|3brw7Y&6o za%-1Sa@Wnq>%N9jT>Z8>a^Q%5NnyJW2M~%KMhug=-Bor~$B!Hhv!a65w9V@PsGiOzF0y?zPnT6~4Q^^?U zJKrK9seS*j()lsxYYvqw%G0D(8Pxx`z!dCqKfo}H0u>6*JAK+MXM>h7(KBcZ|Baj& zoe1`Q9&kHILv}dO*<{ZB>;1V^k`MD2x15zYJSGuF%O-ie8I3xG#R8cLbqriU@Y~=Sn^i1 zKIa@kQ#>K5zk)dm9(aVE>gf(rt|FfYWKxWy*ZakNNFyjaM}fKU3%N<)3RUs4$H2?j z3J` z5MO%4aQpc|J|9N{!f->_O|p#%!xJ^H?<{o4S~x*6i>I60W?9(IZ+gmTT>5?l7kTK3 zO@jphb^Pcla%tooLvilS9EF++A@e<85>xA}-yi>Op9ZE+tCscaf@DRk^unq?4YI($ zXdEgt8p56nv%-exSluB_fSwHOD&@7NX|VX4GR;9ipBgTus+n17vo$pOF_EUuT$yNg zBZrRLf*5zs^R!P6;zv^@eNjaNT#7??=<_3_3qIc&NmSi(>ew;iWu%kCU6-r(GG`If z2%%oa)VjUoNW6)M811MNTCCOdwMfeQ$hf;G(W~KC5ZqmI!zbj5{^x<-9pYR>+MQRdws87F3c)Kg;AB#JF zr0Tdi1FD?64@k~oNx0r2(E{Y7wV2fT5v)%f^HlCjm7K7bK{s%mC7qT|j=Yrfg=99W z7X40blN}QVuIN2>>_HhAR;*H&9SD-*|5$u%F|}Mq)(J@q(ao?&+0(=PWnwqD^q45s zktN5{>y*B5B^)Yo8klajH#jNaMyJ%2KuQ_gDP|np;M_f9Cp^+!e!2NM6%$TE7;GpT z)la2#k7!J|z}Sqkpf?E~<0Xn^lxD#rjh01Z*E8^?uY#+arK$VH3G7!K(b=tp7*`n# zW~_}gCZE}vz}4JA*vb_GyPE!IX6*ROu^*+xT2g>N^VR9sJPHFEaA0>pAQ$|3_u8#Q zf(yo)4q8=oRW)uY6*~}Ql@~iiXW{%yYs+`fQvsi3 zx=(6t*8;d&*HOKPu+<}kpKDC( z!-_Q{PBfO0GtioHG9b3h0f=R=>Qv6Jdf(Kp?P~#1$^=P8`|KMKVtu7m;l_mu!5MR4 z33V)OXgn2yRSBnc8M}0%={RoX`I31S4l}NI^3PQsS|&?x96^gF!&@f=ifOvf%jS(s zt0fJ(S)E2Evt1SM8dn7(@z>Flzb3EWHSo=IhX_u1Ik*&WeAvYtO8-+HBnt!Ruw-Zn z$i6yQk_~;n%s#~Uvf>C0WcV!>M#hm;_Ad_)Hq3?u&apd^r?WL(z{=BS zQc3j$NuR$zENOsWjSGmkg%e__#3ZH2h6|FCT)Fcn#V32FrT4TSVexOCbHYt+?EQ8( zl{{Hc9-9at^N}G#@l5Dr`&3dZqAp-~T2v^X+jz&r-*Xe}=NmEDKoG82-Y`@oc`Y82 z8abbwAxf&xwjF2fLu>%Ej0>DQa83nhV0a6x`gD2|2E(O3F3&2ziw{u`qGg3B9pZ4G z&wNB3MnllCf2-!o)PR+_O-?-tXa0ucc#eP+SaWc|!#tV0zo{K-&`yz2hdiSO0>GPF zaZ{P23t6|jP}MTcv(*ZTd(s>L)2PvhM}R0|j~44vb9VjRrTaTLJ^MIz^1ZrR%q1py z$W|wcSavJFfoe{v!LGATZGSy#=&OrSvqZL!xG8ZlW@r=uPUOFfL}!WK)r`89g#uu( zKyY|K8BPi`$?N@mFZ!?GCm^%54$oZE!O=y`kPgCP=7I zeSlvQD_Av0+F4zb?DO+Y0LtS4yH1l6y-I>a;*hx$7&$#q=v^bDbrCnASB*Moqk->? z$^gDQY#WlhAB#9813ZJiftsg?PfQcPxt?6m{6_VURp(vq-nA!&=(PKIOPeVkOShoB zdpgh!Tv?L*kk_L0ZJ;?4;+jKivD!hcC^tlN~f}wqARQa8(ZnXYmB1&|NyIioC71??D^`;IL(^PI;^w8d=ARgbVLa{k4 zcY(~R9Tnb-7{3-u*3vETf%ii$CVBMsXpRDlom+=@@V&&l4p`7nN%~ zBOg*Zkb~Q}7h&E)55|nsW=^ekU~(|`xY-2@O+ozBfv`8^fuqL9p0Zstb0fkO^y)4% z$efX30wL|V9V@N0pI$gx_B}d2pnkc|&%-_0rc_@2y+#L4bbT^2#xw0|MZBF<+mCu^ zNR-a6hc;eKRqvOK&(wBcbIr6J3h>36LfU@0QEo}O);#AOY@+j)Aq5r+#9`@#MfFXr z>vZVC!~?7FT0~9fc-Jg*o<&oF0O-21oGW|hU{RrceQ!l- z+>!k8i9c(K4wI!Ck|ct5tA%AGxR=-N6L5H75%I79GmC99O))g*@-TgSnrLlHQ0VB!GM>vnQg zUc5pv0TYzQ8wPY-YE%-b?GZkV9+ckh(sn)_)YwtK64hlw!fOyTi*2NG4tEJ??WjsL zK1MOYBjqS`q^0EVj_kf>akGa9F}IijZz_T0O*XXg$P5)W9s05Mn5_3oFxAVebi(-A zmznDQ7$;N|y;27^XJjHK-cn!!h6acuI9}L7ulVM1Z3dt)?ppY1Ojp^yPtSqTo<7FQ zixCUXRRRM1o@^}fPv0(GmV;QSc18tbeh(=4Wu$OMiKzVzA>V$k2-i4W9+0y*D7%*a z{iz1bFJd1KJr_I=?tPt|QQYX6=Pn)?HcEJ3s)SYhDigCUl=>vI3x?SMNKhPyZnqr4 zoV1Lv_?0=Hht?S(a6a;Ym&~zH#;~mZ^26pYx)Mzsc!lQ~|3=6cRJLT8S8BK~P;<)T zMONL{e;UHDHq3QpVIUAWXEDrloJ)%wM{TbY-0$BwSY|sk&95qaUd=IC^ zfZKE8fCdnDriCBl*Ss6Psk8->e6EJARQY@U(z@^`o(}!9(^QltGZYGPOxIIA6yr1i!Y2c|FE-J9a)4L?pQzt4tO>7fN3>3pkIO4dQ z>TzLxL6lTop@lto@V<^d{o1SN^Su_kafP@wpK^fk;FRfZzS}ztPyUY241D6N+4{cM z(mNoXXkAEvR!75YQcxU?9#d8?s3N00L;){Xfx|diV;hQyn5rH~%fnsW5AG<%bx5L5 zS9w1k0Wj>Z3DWRyD$esc^>Cj`deAWVTe{H#jmnBm)u<)6P8hcI=h`--9e~l9v&bX0107eF+Fvq8`Z0=4>yNb|2p#@yg4`?7X`(2c>;{u)l#Y>~ zSNG>!p&OqYAMbHKh`|mRR7eVr*M04qBx7dhro)PrzmwO1R;Sc)>!M@(EUT(~k$EBK zzS;!>e1`Lw(#WnBX~$3rx$Ud;cOt7&v={dGnrAPQrCl|;);qQ!MXKG!=kw$)2bfD8 zy?Bmb$Sx*E;zaIYQcO7dOUHKyJ8u2N8*iks`SqRrC>$FwHM%}9(RcyBMc zAlh=$_HNWoA&S5m9z(RZtpM^=Q&CKmQF3+F18wF??mS`NT!k*Vgoa`hisWk*x1E&`r% zS^Eo*AyIx|yqjr0CrW5f^|caI`L7pFvnXmu)23*2=is;0dxF{M_K!)xtUYm&EH{T) zI}F0fv*D^AmI?i}Z;!WD&YowFYs1^fKN{l%P4g#A+mH)4K%3*iU{z(Xnys`mst$Ih zXbC;dao2cf+-l4^FUAa1%MBX@ZMuRot{fnIC3O}CG2v}u@^2j|O*PGA*1}2j$Q@XZ zUX}DvsqUW(GwnnIpYTdoHJBJ7F?nR zi|hk@8oFB6*z%aK<90Y;6L}|gE;GcRvVpZ3SxPBlYGyoNVa0Pd3y;ehb#=~9_ z;>lD-x0k!{#v6$=*QPq@tCo@1wWO=sXgc)WM4OLgF<4wBW|eepzVprL7xf{%ZSkQkW{c-Yj&pa$KU zFlr?-jSc;VjLyJ3JS`A~jj@7xWNK1G_rv>fUjT!CNCelQzbfLC-O#Rj18uUPjYpcZ zFkCW8&Elbns0EgGqboNuCM#F|1gWx^vLgJ)hx0E((3zwTz17DKH&&3T165R9!m}7$ zgmjRx^Y4!OF{eW*-dvmMY@QfXX13$4y!~luiT!c{`l;92G@}x=XucPX1-!6}7#vR% z9dRK_?)^T40SD3_&X>Q9S^E?@Lh87K5}pSW+zI5<3Bk%Me)J-3Rw>qFg~pKW*l`%A z{f<`|(06}+qS*3l92jyjq+7V;KQnYS4@nVysGyDdUL$p`_))AQFe(-Zx0qwit1*0u z6Zewv`&karC@rdra8;ee^F23GsRSpvAX!GF+Ge# zrF9apN2%bQ<)LvsBcwx+#(Ah76VkGYjiB@`MBMhu(tnRWySHc|6*iifqUI`;>eqc6 zw#-3J%@=wAJ_oo+AO&?k6guRLGMt-`+gZ=gq;$)UNKNL`lul5Feor({HdSMN!ElOx zc8vzYF#gLcC)L;1@4i807|j5i7#ikwk*4AF4! zF3J3Ck#dm<5f|;j&5#9!HA;gPX_idOe+v2@{n>cH16S~tM-FLCVt~U)kNgpDNWnH{Bpc;KdZ`m!T2gc z$+)i9q(4Q7oq8Mv>u;b6G%k>SQ{X+@s1-820Lx;d2ljel86I%367mJ;Zs=CK8&%^dxYl^XPyU<5{ zl-ddq&Bfh)*8)W5TwAanr9b6$^>kI+N~ zu&w>>>%$#mlf-+N*3;`(|Z#@VVGy}phDvuV! zKGVmQA{&NNdHQX-dIbgX@#uHu`VXWiHjPJ-X6}mU&SQXYP`}3*7v}T)+r=pNgHU@i z10OB6(#{^!l8LExT_t!02N@x01h%!FE;cy&qV7qDsDgKb8R`$}vhLfugY3jijf+sk zv4eIh!68Fq4gfB}gqz_yL4drdH}s8yrfGCumr!IY!=`K2opm|1gV`&5qW`lEwf+S8 z%c;6sIxH`v3Z>|Dfra(>V>P7>6Bt7H*F_!_@AdKad5MO((zf+SDMsVdUVtsphsOIx zQeGinZP*+!(ntjcLJeVg=k`=kW#I*wG6O*4Pj_O`tvdE{-ErFY5^Oo|eQCyv5xY!Ga$zDD+AMucqVY*Sh z)Ax-8OD4g+Twlq{U8GXj_=kfvQ+?U+p5hsF5(Kg|n7noCn1w@zuM2kQZK?@#5lC_4 z&>@J=Q3&$!fb}?45{?0%Yog`BNgTD+YQBvcx_3aLUT-35p<~ZirS+0U8QWj!<&v@$ zi=6o&35ZX3m7d^doW{R-QZ>A@S>zFTKVCOgCaAfHbuE7DVf3|sp0}YW$b7}175u)= zWC68;OV$l5HTAF4P4oy;isg9hx$%r)q0cZ$)Ap$|eTMTMy6&~jSlRW0KzldGu0mV;%6*)80h({bkWK^}jcpdDfHmefR^{0QAsl>R z3c=q7=`uh!(pBx+ae$wf5j7nWtfHA`Qglli)>}0a72%WI=;McYbFcY>9K^f+J8$s~|lcju;s1wpn7+KU9M zaeVbM(t^j!*nlI}sz!>qBW18=L80;DnXl}10}r_%6tXr^I-RZ|*Ja1MH7%Bu9_q}wP+$vpQ&f0Hxr0=)AW zqv(SH?t2P8jW7WAf+CTZTE*oBwTx=KFM?g?gf}n)f4hIos}P;mZ3n|iI|!sp^?m1U zlGP7PI$E>v14b5OY(4*q&ji9t6p2`L=*0&4#9AzZ6do3eF~!D*hE1JZ8{HU~KJq$o zo(E*A|6*G`0MwFYTfIYuBHAxqOKEvn74@XO)a0eQ>f=H50uKw}sI?fTowPJuO!ZYR z%!oV@hsJ)~oZZQUC*k3MAIFnT8#X7c2j%bLShm68?A6Vphwh)4S0m=NjlR z{h-cpT2GdwU9?M0o!)qgm6|G_iziA?r* zcF`n6nwqKi6dFdxM7I2l0CaN!iZ}M^l&9e04a`m{@`vUU?mo{0t*{6D2jYYFDa?yd zx)_WDBZG=;dL!xcaGPDKwV6?G8MIAOX@Z3vekke^q6^iuwyMH%oC2K7`!yR96=1|- zjh}4{Onb$Rpd1QlmaCJ@ zzvATWO3-IRplVal-6hc14=8rffj*SJ6QlL*d)KMuuB&D#lCYt+a`VTBr48G)<(+z&MGHl3cy; zL2#;HjQw|0OUokQB?jqsXsl{KbZy#z_BzZmX2^y`kZQq zf~0C%x6ft#Vi1FXxV&Mb06m^Om|c;29D9&yyBL3Gd*Vv;WZn-K2zW781ihUlZ(wWJ zTe`%b)0GG6(HW?qma58GINDMKT}Vl)meq(fOI9CXxv1f=qY${NRiKHbnLeOnoMoZ~du2SPLU+j~LoJ}HS%y*;UStu}E=a~U_fhclwm zi*uQQSB(BhY}DkCMz*Pe$5Y>``ODGHhYk&PXiuB$g?xu-79m5=2S!WAW)ZkN{yKBI z0;j0_A=7Y`2s0fqJkCS&6^$X?z{YH)`$qwJhim85+$~w@5AUK&R+R={y}tT9)zjm? zzNAn>a$3-uk>)C0gDn5mGL8&8>dVbcFs)LGf%e0Oxt?f0>nPp=$@76}AaWLmz4GAB~g<4TV(VJ zy`d#n3LdiF?^X8%Dl$Q_M$1YT8^}l>Sd5B{0UcXC9W}`Yi-bl z>D#AUi~n+^ylSygylGXV6Mu#A;OzoNN#tZD-e2EZy+%kvnz=<}sYKom)|~e5*if8V zO31KynmioVv}J!U?S_AE+~@q-+UY~g^w%S5vQ?a#3@QxnMKY#2L24qnMN|P*O5Jo* zf2e#@1KWhPSOf2*DPE`8B3A|3?~jmnDeQrID^MeaR1ClJKpcjkVyE`moUV!OT#(~( zG~Tq$AK*9pSTxe88WE`U#T112?GPrc7W$zlI9^}LI_AS2&CEX_AuBGOI%@i78Jd8F zR0k;LHj!%QMHItomB_v|l-}LFqgJ;HjUMSqBI!3DJU7w)jR>x}ur=X@w|u7`iBeZ) z_zhrwF`KKSGE5j7svKyNvLb;*+t+qj5qWiy`hQ;H1)ifIV!FGh?rl7}_!lYb23Do3 z?Al?aPnH*I4fjkF(eC4pH@@3A`Tint96zEoWJ{yEKWbzlzIV_I%+Ig5bo7X?B-+^9 zin8ll;+l1-qa6dXX9mJBoq?v6RK_VMo=7iEiA#mfYEHR-7veG-lqL^%MWh;jo>YfQ z`mEMpPWirlulCuZI#&yXO!lZfx(>NVL@?VV?M4>I!Vi|-#SF~+S+(ObBWvLkp<}@A zjb+Y|{U9I?PFhE?Ii>?+s@Yl+LDUY?`6cMt+(H%1M|~#$LS(+xS6j$u6Bg^3q(L_-Nsqt-p!lf_80PjQNf+o~ z@rC#;&1-Alv6O<*4@~ioq;XW89w=$YN?jx(md;*Y{!n7%-fY;Awlqa+4h5i z0kj4Jp@7YYn?7%B1mm!u=-=mJc4?T|B=wyv-a#f7?v?<;2>Ufv7s$wJvG6E*L80vo z*Kh=U_K37m>9JKn_i(;Ie%HS(gq_!@eteo^hdWQjU8S-MmZoQJ$RBQp+J)PH#!pca zsX~m+4A<;xST2uRUI=UR5k^2qE`dnTs-DpIm;=Hc9bA(L+k`FA)m8+;hhW_3dp}wz zrtojFr#88;_eqA$O^}hjXTfWIZQV+O-w#fx#MwQSeM|q6D?p;v@}k4D4b|kUg|5t5 zp=(9yRwz5ox^$HU8>&W7B;Dzo1+?kRT$mDqNXsXW# zEie2pjWl?3t}%vxG5J|L2o1?ph<71-$)AjFxtkCC(|Co4IGpEhv6^VADD13V9S`=G zI~1q#iJvipG~8W(G?JLiDNyp`^e;{;QaXHMw&j$?si36Z!L^E%*V>p^wxBYuE_wq$ zpvFlqy}O&Pi%~8dZ9$_OYvf{^OdCl~ZVxUdazWL!L1+ROZUQ=jt-V+bshJ$c;Ei*? z=Lz!FHAX3AO7|TKI)O64_OqBYS1%0^woJ?s?>hbYf{*3 z0IFr5FESJMI`$X6w_n?0QQfOQ^mc`MJIBETYd#J{aj9#e`51IFU{I zWJU}zZtolgL*v*%yeVrQ|OGG(TI!$WacB)K_~h{zGZFBM0Q)@U;sQbN#h6L)d*bCr^O_!VqqF7c?10qqy{Sh^RC8I?Jm*vjI0|kT}2vwQY8oVQp1xogv ziKb-A;1rXroO0;hC!+U!Djf&n+H6bedLyD85Ir5l7~n_e5Ut}wDl=e&2?AvU@4%z$ zA>i+03h}0-uAts^A+Z=6qWiRm!Dgsuhx{sO>>8BR%k%+H zUI*D(kE?5c>p#QW3~IDB24YCwD29XEiJC{m%b|*&8Z)9pG`DI{%2eY!fq#S~Mhw`~ zF{?bh2>IdU9)}?84ju_WaNj;0knXZ#g+*3$f@@y*sJKRb{odpc3eJfk!W*Dm*sY8X zcqzwO8H~RebcR$YhH6h#Zev)wm^Y>p_0BtF3EB3;NUmr7&c%7}><6_itqB_`;4%R{ zUY=@y4@|6VXJ?SzT+zrC!w!)89d9v7nB3(b6w$_qcz>(%tg4UPAA@_LHWZm!BC+T! z&dgHJzN~9jzv4At;J!wQDN}mx;n)*By%u1Ivu!$k-Ex__dq;(@-SOp&_La z$f1DA^K$>36En6pjk+pPDfm#LtZy%A=giN9-O}bcHB=agCO7WU2kll18X42bFJ2*i z>yxEn0e=VPZ~xg_#_i5e*Qe=u(^@ej@?j@Shk-N1+4>yGNvDod`ug+H-Ji&L-Pg{; zTJf!-yWz=Li31sL$wS=s*{8!h1bf?sTsgi)oz<{jyrLQ#!+b6Cih5R2rTi1kl*($w zku3KX;9}eJEA5b8uOUJD2?QrYOH-F-Aa22m|D;c!QK}3~svV&aAbq7m?nrxf?Gf|R zfrpuBc@wf^PERaeB9t@ccc$FGrr3gxurAp*o+5|+tRy$~M+lT#x$;_Cmo3Na zLBA}fN$w-VA8IkxZ4YFZfG;#$99>V^7y4#yQ$Ot1)+e5{rkLPg5ppl{2#d4?@=@k! z-(GG!#i+nSTj-&H zDmoo>(9rLC^au3x6u{3_kuHxt1-id&qwVmNHioIf@QAL z%#A(ZR}PjKvAMeFi}$3lHj75hsTSTkOA2-QOi{ij9xY0i4CKpjo!h=T&x|Dq`X~%X z0&uhTCb4!1ami4~I&xfG`}i2v24@PI;b)gP(|jJMQyo z4CH&Z>p?a-x)u!VTlSn%{*B>sAS1u%xj6cVP3Ov=lv=vW648?8t<3zz7ek`4iiV(C z;Rzz0rUquYzVDc3wbV()cG63c3aRh0 ztSoqirHY?#FaX(Qo!7JbIXiTWZ|u9F_x|u2V>vJUh^Ra^6Np1@p;`vNfNU(5iswno zB-C)Lb%)NvnF}v4#(Utqiz%KCBoUoyZ3oyT0Q14~80^zvtKiIiF&>aQQf*%26>@A}T|c9CL}! zl(DV>3b@Kpn0N{a1UQ&LfFFiMfDkJ4l zm1H~DC&!54$&a0!91Y3>7v9$1L;vctzdaW0ZT#{#|HU?n$ZRyeA$)9)bTho$RnuOa z=kaaie;E+i%i`b5qMd0g@)UYZG>f{0)n?A6-qH`h&5vt9?~H6=%y-1#+oHUkfe7Ei zIc)V^TghW>eagt~#{C|k_}RsykuP8Ank=uvh&q!=Zr-A9O7k}-1GR4m7vp#k3&bbk z{X3fjh!7eBFmpkx!QmWY^QBP#`6;hmOsdvwmQ7@V5{QIGm;H()AiB!5z$`Jliw>B& z8t56bGrk5j(E7C6h^PnLO(bOv@b>hA$)y^fUO{P;Qw85{k3hPtHK)9%zIcuy5Z8LG zra?FP?r)BT%}>x~nS*lTX71GErC|oqW=vh*xy24-B6_0a=Vmo%&BN^+d@g}?Ti8eI z>aX5GoqBB+h~n+LgRE>uNE~nLCnHM8_mxvXxpID1onphg>_YrQaqqr_r1_HnfgTvR zjt7&~CFl-~c4isD|qMgfs?7YbW(B^G5U zkxyDz8ziO;$x3>uM!8liuSNErQ{`CZIFy9HzJ=-2TY8Py*n~Rngt8DGQ8UtshmTaO znAUM}~0xc>ed4k?6@ zWjMZQ-yi76C0F$?qT5W7=#C7wwOUlll!@I#-S> zsZy;ZF%@2pO2C1axbv`A4y%jJRAWiYB8^y_zrUpKa5BK|9DZ9z(^7@u5u={#Ec&ff zDT;^hlc9=z!mM$Pov%o!NGk(3kyg=z%USv&6V$>t{C~J*$e3F1mLl84}dMWKAz_0;^UipD0aTGzR5p74F2I?pMD2XERJf)LbKHl6wrr{yGiSx&FKRYPsVdVT4oUr8+*cN5p(w~{922& zD}$GwZhUWgn27x*IJEj51b_u|3Hcuj2^rY(&WtUW)?$_8@O0z)N+-s=BAO^;PTH3x z(n8mM0TgWcB5X|w=G|lHXF07ErG*6Mda)=u*k>4sbojc9P|~FCcb3|#M`C`hC*u+{ z^yAOqJe7QfnCZEDdy(u*IhbxU;pQ>5-}f(Jn3kCel^<7tXW6t~|gEf>HY1(%S0fUmJjr;`WseJFt%< zNJ1`qi`?ZRfU9E9Nqz8_T06aJs-^d;fB?r-FtGOSJi;X5CJg~c(mgZ>-PBFrv17oe zH5*v!6+IhW-eOABQvR=AFE>K7bI}Q>!d00&qt!?ZZnR!$%sfhIWh5rVu?%ks9%r~& zd(zr$u&!?Zq@{zTdVt{m_#XG^(2F5avAe<|4mnR@4WvwGN#~jYQj~P*MJ?5d6|!~< zXrrxV2wArTOKl+~X$IRZtaTJ99n~q0`LgmW)hb;F4|vnDC5d{8X011H@_$a{wfSl+ ztF&>LCgwk;hLiR5<&rw=nlM&gq}50lD^4p(cO%))6V}w>pM7=b77d*Ztpq|ZUid)X z1$6vyW&@Uy5iRL*EW~}ncoOITK?VxdOY;rQauh?LD5*f&TDfWMbS0%Cg5A%kc;*3A z+Muh0t7{u(`U$JT>;K6M%Qil8Rw{R0pS%$u=f$C5od$OS$uN(GI1(pG>F{U*eg)VP zGGms?2)(vKh8z7sa)dcprAJy4A}kypLXb76DKJ(fhi0At*>;5Iw;@&g*=S15?BIaC z-(~~LwZFwdfdSypn#1n9ARB;yCB$vQP3DglgqM2Nc)q(0^8BaUxvk2NLD2s4%rDq4 zi`Xm^2vzq*jNebCoM;Q2N5s+Q$LoB3zzuTL@p``8k|XIsub_+Yu~cNz1(yC+M+TMy zfkBepxzh&!ZS9{}|TX$YdKVv<$B z<WC2YUBk>*=$J%V&&^U_Juia_5}b**`*tMbQ7wyzBI5nP<+Rv@JNXh< z-_7htS<fV$-W8VR?kiX`7)Zc|MDn! zbfhc|Q3Dt?^80bWrH(Uw7*I#s=M2jsHy4?j=$t&aEoRLB&W%Z7d& z@+26NvcWEC(9?oBjk;@v+~c;mUx{FbjiM45ruL;G8&7Ek0bqki=)t=)EFiO*FUtbB z-QBb2LUeF;j&la%*HLhENdpk7VRH}jW6HyBc|@tTEEemzW|xL((G>#?eLU9>V}wU2IQT!>fkW#dr-_p<;3GW z?#+gZF9#4q;qLxe=Xs zkE&tssTZfKq%GO4d1g{l&d^%M&7~rsv*w_AQ^tQi5UTJ)duEx8kv&6X{2>%J$Marc z2DKXXNiIiw7K~TZ*5>V(jV^SaQhPKvwr6S+`#q;7s>@6&#f3HV_bSZ7fTVDbJtqbU$zJH4B_Me}!7 zJ8EhQ_yV4)D+{(qbq7T`ypO^9#>au8h;aw_bQc_A$#&Q0qhvqA>4(OwmZ_^JMKS9M zJ54V%Q+J*E8M%6)P}FVtX6G->TCi>F=hTFj!(xJ^dic_f$W8~|MGtWz_@<593X+UV zn{*mTmApcX0L?peZKaS_ewE8>WbkNr0t@@9o z4FSyr3Nv~_93JxryA0K7RA>~Yqp;F-kAn&Eh}S&SiA>joGWO_6_VSRA=usR>WX1U7 zK!G*Dw-KWiGRGa#Dl z(BZ5}#QEY01ODH1)iOFhN~PS^w|$e8-z8LRW*Ubmbmn*r8hw#O@}uax71_HId*#!t zO?0xORUgO@a`0xnA{yw)Cmy7J$PYgiN(NrMtsa5=rQud%^*`x&bRQhFZ{mlG?0@RM zK|eenXkS7o(WTACu8SSm_-QE-tL*wP9z)Fh8us;YjY?$sE6lhOxZ?nE>~+3}KO^0( zut3@wfxBeU3=sP7KwGH(=q3}Hf!!i<5f4or3LhXaDB78Tu@PK(>-Pw^!$38 zTza5y_H zU5fS!9i0`km@KqaF$g>;NdV^LS_LV%C}s}<+|7QYm1-10w;b8Rqj#Vd)e`MkLlq|- zZ^$XAg|NL}r^G)u{Ub*}v@uJzFzTx))y3<6P#m_uAWy$1`Avk#8|P*2Px74Tw}w2z9?82}bqe*@H8?qB5oY8Dx4C$IfDweS9R#tEoCj-e5ffkLDReKk8J1q1dHyjKiX zIefMTsN=;k`s#z!HQfT;U-b7cJv9YqC)Sap*&hdSRxJkRUvZQV&o z;_Zi&-77#ZnyP>MfuHOe7c40KFP{%(3Z0U+0K#hy@L0&s3u_HH_VyE&O7c$o zB53vEo5WI?SqDj7(6LNHpqnRvUCJ5eoL1^1m~%1?IT#%inDWY8UM+fEn8v3FGE@9; zyT~L`9ciio-_fN&mQk3&G*mwAIxq@SRam>FgR2K1t{Ji};tm6tV-Kc=RoZ zR%>TGR@LIxy9-fnTibbO<23lh@F%utJ*twR-x!96CkaLMI@v|utm8Qot%V%f{ z{CH%m=}A_Z@taKu`jvs>B$vp}g0r}h!4g-#(J5c5LK#ISIa~`k&#CRac>_QZ{B{jjTL$+Bn6MMuScue_ta!@3*Dl%s-3*3s5>-0t2kZn0MV6<1hu6r_mLaakRn6< zv~w>+d;c1^NLLsgr$cp`CbQ;cV3k7Zx9i`~g>n+POXKiQ+KA%sPj&I4#7w;nc!ei| z;0Hg9YzWDgAYM*wnr7xmIH2=J1~F?qh1l1&7$H32ud5TK!zf?YtrhH{erCkk7dPZu zStP*==;cX)Lt>V)JdrJlO~2i4^^a8~u)q&8HDL+jzpAxNn40J>0#0#$BXEUkOuaxt zzyL-&Hy(VmD<)4amy*fLn}JhT@;BWrbsvO>o=-Wb1&{XnLA`8}Fi{#H=mDwE5Cp%a zt*Rl!*GCc3iZ}7iP)md-%vcE2Th#&5Dk#bVQAkK0Cnql$W)2Ii8ra(WoX5gYVPCC0 z(A7vgsBw5W;}pPRB>lx3(ADM@ULv;vs3986bdMcw`CC0(cmk{jVzN6*-){l*@THl_ zL@$OjZ%R($7JyLVkP6Dd--nRJq+8~>cGn=`D!f#$CKDD)td`2na(U7yfCW#Q_}lA8 zDP^nXaS^8aQCcPW5O0cdQ*+8B?O71Z8FeaZSAaWsmiftoGSF6ok^T?IoQ4?tSW*>M z%mFQ(j1fxNodfH9e54CFFQ82{hU5UzJ9}XETCOEj&(iO7XXbDa=p(sH6LG3F)*toe z@EY@Xq`UrLGGgaA?zX2j3h2*`EbRyIdNxOyx*+@si@5vT@20Vp2uK7al8^8yFTSDN z!Ijde`-@vZ(_^!dwPj0GWp4}$@_S+6hAVUBa=4cn7?_ny*|f=g1?S@mtwYpWzdOW1 zC4IigUYvUcuOg%t;#%!znuRanYc=zO`9g6V=Y7`jd>qvLDVy+T9}W0&9xN3R?Tj97VHw}kjb)?Nfh@Dry~J|zX?X1vZBWt~J{N_X;QHX=Be*J$ zN>L|+`hXk%To(YxyX<@=Sz|9;b*#KK(^DN)H{=zGOCw902Yab-55hcPI~pn2UF>3uUgx2x)%}jV`?Prx zY8)TxrWHt9#HLRUyQV+tF{Z3xM&}ap3>s%G@-_6!KNllfZk*+LTRx7zzcs_De^`Vd!PT5gI0F%&oqQL1Uu^+6P&ygytI z>4n^)4P)Djs3Bc!F#SLw^dRFW{6G}jb&TVKC4R)9A}`w$c)hp__+7yzMw>^6KaSpn z;dercO0M*`IbEHYu5%T*?Pu!INp_GMUFMvG7L0w5{)99&^%61nwRe=G$7md1H+7^n z(ytphfu{~vveU>r0r`V2KD}Bk5X*jwX8q%CvKq1HJ}<2fjW4huN~=VseQ7fK~j z6Qfze!y8!V!JS#t-^ka_+2U+cDu22;9FgnO;ePgAW^!1*c7ASO_C&kx0A`PeLe2LQ zP-m%83RkPWeaHKzU7jy)YB!CxsQ&t(Kf;8vKO-a#;0Tc2Gc;xlQPO1OKTEs^W3P_u z^>x4HPIAS)tIqe0LdVNRn`;sCKdNA^$*#NeGT!+Z{gdcH)q(5|VrMbBBeMtE^3ntR zp8Lm3YdZ{K(@pK4sXAH(!78nP{?SydWI~8V=l$m4In!1`;GS&OL;&v*812`}p(qua#g0lXlx&q|L;8{NA4V zk;Z}!$r@+oKC=WpF6(SExZ7sg4Omdl__dE$0Ab$%`XF6iO);w=t7(VZ$V3~IkeCG_3peq`9i z>ojbh!>^ALMaqU?JKL)jXyq3As6%+zn8_*T?#|?p-_(ib{g;UT4G5Gbo{aaNJVe>i z6cg?%8z`-0J?IT)q$2U7&6)UiPf86eEE6eu*$>*d2!6P(PoI?i2#vKN7{r`z z&rrYTB-;3zDfFpGVZPxHBQAH!Edr2|y~$~}+QwCD&TW_XchO7YE~eBL>bTq{iE|fB znp(B0p~s1iogoQ+7IaeA9B)kAI((?hh)Rvqerh?K_p_t@M{A?pCCQeZ4!t=WKMvC zWcB3WiRx@e!Yd%6G?Wm{vO7n-hLk!)Ay#cr|4wnIIg+t#fa09%F0U!m-QzCMQ z12mNtV56)1>wlL6p@g=8)~g$k88nf?amZT;*rySMgO+Up z?D-S#`!nN&VrlS0p8)xVOPDMIN`s?}0k_3RY>xH0ZmP1QH?YCUNW<;l>;ItBsTxOS zR@2qB*q0yx9@RiwZ;zqu(}Nxqd|`I_A2kE-Q1ON;c^foa2 z3CaYUfblL34PAI=5K{&)XG9D(3mpv$3E9UW1Ofqn#N@!!8j2k-hUCYXf(JTFhOZ}7 zFcNG7H0MGjV@c%aAlMr!$X5yo7GS%B857Wo0Lynh!e(qj3}+zs8o`AiFjvJSQz3|S zaddD1!l8k<62GwD%m4W1|8?2m~o z37yWyNX8}#|H@}?#LomPR755SOpiv$Yg~(q>*nWRMpH8;*5KIOL>Nb@LayMUO93g| z-am-57e1n$GBda~28))41pxepa*;d&Q}4%to6z(}Y?;jnd4UXgM||^JaYsOhI~4tf z2mcd=&5u4qL=YV2cGwUoMBsHvZ%_vLxIN;JkO!Wp4-m4L=1vG0?;C6yI2X-E_9qhj z5g>a4jenlzPp~e70+1yI2!byJ3hpy8!zY{&0~jC;R-h!l4t_L6Cr>II@FFJj#1ZwA z2#V$hhjV4q{4%V6`xOKNz&xY78HNC9!SnBW7iY7z;F`4=75Ku(=*|pmo}>Cz_%9yQ zs0$Z~aqTh8Bd78UPBdxVKNB$^9Zm2^mc?`QHeP0k=)V39spV@;1ld$ zfaKXyQT-?Rzh~H3ffPU;0D$ss;=%y2hXW8;K<^E{aQg93A|ssJA! zAN`=XD7mON)nT^KfX#)uwZGn`sPex(XMDn1ngja^>OR2!%j~RzX6F8`Q)}vco~jf! zClsi(R8%>&uLDjn{PG;agH3#47T5>C%(di4qX>@~P(w>H4ne7E8D1PkwB~#(&Qc0H zAI`Z{P4Cv$?>RVs8|xCY)8(W+X3?`w@XwkQ?|CM$O@B|o4}JS*=aV{dtIVuH!ukr6x_+Sq`d7-!hvQgh!K(dqN!uW z@}VP5lk}-sR01(9N{hdZEmPNX$n09BG&9N)liaJFkmk(i(CGAqr(_>1HyY|Y8ywd@V)V#Z`*$~+;(U-8F%pGTxel-Au1GetAWYd z@ZKBZC2pOyJCy3*&!iM!M9wZ8mZ@0f`GS>dY8YmtN$|sD!6C*rm-79wjJ(EJ(!I0T zo^$O?70XB*rO%j{&@`@TDT^pBR#tPfO4ELg|LAI*zl;6cTW&GI81E>LGM?SWc5v@~ z$UzeWavFclX9Ql7&mC5H&c-4K8N>FR)cIc0M{Q;j?T)?H zq+C>Z1dIri>6j>L0+N`8v3IBOWt8Zgo&An1ijkbgeLjPKtRUZrRpv-frRPQ81mjLe#nP$JV}r#p9sr?F7PbO%DEp zIA~(nQ3i->gS7rOR{mnZr-(~id<7P}?4fxkGTt$!-Pugt=T5)dEJDp4ytL<>NCx@ZBlx8(Kt+<7RQ_%O`VF%gVS}i9&>FbGpJNFAM zgSw7oVt|n_Hb~DEj!%+mWv6|Gv%&kmp%h8w8F@RIRkRn)^Y?r?B^uzyPLuWYTJ7q_gDwS8K4%;(U25+r?xJ;yDR1iRNz6(wilmgLAEs*`a8 zvSnRvsqSRYyZedGS8wNk0;o^Xpa9Ze`kq{weEYZRc2T`xu3F{VX)dHoA7#Y=#*+k zt8kr9XDg}6Q1Y%kUa%6^Z6@z7dVHF8^R{_INp|4&kvo5_|<+{$+yNXw-ZtFW%C?)*nWo@Hjd>q{b~E5dR<1;tRlY5>uqUD z`zPhXtEpu4rt@-m`19whqilENTk}P{w8HaXAwtxzwQIMF6U$;w(YlVcyx0vxxzX0R zR_Oq`cbE5L+Bz#1*2R<_Y-PdS630&Ae2pu+*I)JIfm;tbC}EJG))in$X}g>1rF6_n zCl$7*jBYXg_YOUIoF#Mx-RaXN&bdHh0r+TW#Hq}1YCcG-d$XcTUee4aL31yQ)ZcY) zyd+$@9|zxs;iyT&NQ3!C$q}g?Ba6IQKc27W^Cfci9pa~g%kq39lx2!2LOBQnI^<(rygKZ0ebiRHmJtir6_yG?y#lk349k?U$qs=wkACJp zW_Ef_<_j4HFl@U`qU|xO`;d=ueLDYuYK0qxbSDs5{+fUe;-=jr;0MPN?x} zn#?7CvZ5pnPZ0qIoHcECgHM0+sCkeI&XJFGT)i{O0xs5|9$Pi9{fGAGp}NV>0~^B= z#`^tqODQ~iQY6kD9&Q-a%63H0;Z6#*&O#LRFZ+X6_v4%R*2k2mcE}-om36Opag=O) zNbqbkylG9$8}ruU@*>j$oA_hw@ls{+JeI)`TiS*Y>GZqs)sP-obuC=Ge@UQwibMTk z-o?1%dV+S5?^R9bam11bXz$@l!mDSqOr^C1JX{yvT8@($ju&i|DZRQ`xv{&Nsb&~T zEXk5>w8uQy9!8W>kEV{-uvROhiaAYw51wTu6V#xUWL)7=j>6aGdGNPYYfi(riv3T` z7XK8mqr9zjdv1~jFn7QbZ<|$eO|O}!=r_KtyVOjSrO#3O;-#=-Ir=%=Cu*yEj#q2x zBVAQ$Q+LVyNkr>fabModmh97NxE`72s=)I&0$x{hah=SiPG@~7;U*19N!!fl*oY-T z+F8O{hs2}oTI+1A_LgNw_0n$1pMPe|ovcdk(%&bZvjFw+?~^e4u$Jd_M;d#*nB}!QIUWYv zXM4m@E-NeTs4^nZZ~W$yKdg|(kjhDD{5%J{F|>M#3XNSIZ0k&+_Fb$4H-4{>rys)I zmo$&6lqG5OlcatQ!=#v4_b$nJ=Zs$8SpEfIBp3OvRpP6u#-Mn4V?MFtd z=jP>Xc#+k$z9-)N8*0S6%1;hEM6;_Y)WpN~Xt8bnHWH0pdpU!Qj6ud9_D#}r`gB}% z8a@uKe)xt@t@QG z!Yw8y=KtTgrQ*qx{7#UjA+8ppwcN0qyg8NbsGnjyf{d*m3uAnO^~mtZGsWX1Ly3BP zrT|rdrX@a%o=_x=qbW5?oTb&2vOJF7?l-H@sa?Cx?_cZ5`^b~``Tgy)lUMtp)dAU` z83G~5g4z#dQrN@k;O1y(fGZx|ACh6>8_11{+i!XYoFOs4nx?AWdMpeFCx*-o0g(aP zz&HYouYd`0A4tg8r#oe`{D(JKz-Ma)L~yePw5DwTbG~NL7 zPt!e;HVaKABBV2eA_6FgV6r5ttuUAzoEatdZ>SJpP(xsfLRjRs!i2V85L%QVfrJP_ zlMs|R9zuM5lR+0Zz*pO?9`n3S5gtZy;dKnj0OY9Zu(Gsn{JKWB=VB0xO8mOlhdb17 zZy~5yehtJnuLCzlye&o48=>c>m#30{`AG9vKv-A7Zy*{fFR(V)987oYEIi56;+~J- z0qBr}15=X4V`CCV4#7Yqg+5rw~t+w<|W zp@@Rj0in>C1Owrm2oXPl%ugAZ=$#r}Uq}>rdHl+DydeU^K)po}8Y-;wv{&S_<~DaW zurY%gdm}mcjb^xB$b%oNMM!OxhZp?{E&M)T3?THN3=|_C05mih1`ngl{y{?)dl1^Y zgBqK^F@~#2{MN>RGZY{Y*awOqwd>LvWriN_6m9979hFE7~?6 z0A6n@Swk6`Bzy^Ibk<)g6m@8?fx|C;zK!`_$m$Pjp9dTOLh{&22da-FA3Wi1FxWH% zf{F;y@kY|KL&)jRFqAY&`gNd?#zIAWL5(K@hozfrb+T99mcgRv*b}zjU~y(N%qT&i z!TJ>Zcfj^@-a&Zz5RlyjoXS4m-rLT8ATv&K%Art9`z09iF|j})@@B(Rmq)RL7@0tX znB;uWQCa1Q1c-?#L&E~rK3I1oqb&9KV}*g z0rq_ax6PjGpoc{T@$6Fr_Rs!pdtrNniknZ4R0)o}Kc7#{hm9Z?{`UR+g|;?xltldj zAW*0zU%?-trF}yZ{4b3XCj;Qj@UMXITr~4(-kpvy4Z8FB*iH9Kxlx^uEOG@i2q)YJvDbo9zDr4J4(5;-acbMx z=IyrFMnmmG)d^)NTOgRgz ztzWjO8!r!``tnj@saqtgzwg^&6uT$Y*sIUGx0|4{vQ)UzN7}5m%beNoK7FaVvwL7V z7YaGLD635lT`E=_a(|fbS!P~>oYiTMU1vj4oY?ub1Jhdoo)h;(1&i}aYKk`V)+x?I z{bpVpYbj|9oL8!y-O9F&rDOBPQEqe?+GU0HPvno~m$kaK3xl!^&AE1?BND%N@$*vq~7UH z*z8CO>q3{E4yO)kqP=?Wg!yfHr0FD&beb!r)(2Ygsp$5bZCi0E-;qo}Q}O?WzS^a_1b3MxfDKLGs+IY?>uS=Ld2ij2}Cq0dpx?*G+9M&UP1r2Oqas0$NOEr!E63_*dDe^sk-D&X7|#4#_bqPQ)9)k z_H`rnvGOmp1H%i73%HY6y_hl%qNWj>uOfBcc3G`|N86}wrbDp{q;6uk6hheiUsWub zMP#P(ad7g6-REDl!--G#xY)_<>VJxXiVdQAlQ{w|hqr*0mv{sQjOV6F?Yf8r2S1v&6>)^tku2ZryH8*~{+uv9)S{zjHAfo%SX zm{S>Qii)?I)Oi)>TADaqc25Sn^7+Xbd3$z=c==Oy_88ml^OH&S9@IhJVv2^x_H5IS z{433gz`KKqu#m3t*b`%cA@0`zH;rjmfEwrq+LBt6BMb<>tB7b`Y61I-4@a-Pnulxp zmlKKcZm|0_s%6q}V-l}iL0}*0aMVb~+`I9tK3_&cZasfqdO}TB0&@)0OHZ$n1y`cB zkoM#LTQ9E49o`?V%hJ@bh6!qGKYR1WD-}T@FUKjPgE2_53=u^7XEN9EF6I_`8L^VB zB;yz7QLV<^b1$3B_$Vwl2kmnd!vS{8$655mnqDtd=NrwVmK=UZMCfWag|+UY$k)dtSNU7M&(-!PaXV>d>RycF)d9 zk@cJ9{C^J2i%g>nI&KuyqyhJ!#Q2_*}&}Vka{i>$ze(CoSeE`{%5(D zjV9`|z?J-RNVOv5tyDbAO~hxJx(^qwXav3VZK-tQRnTTuu{C5ib+U<*J?=iEw}`G) z^tZH029orRaF{{8JsNelh}$()RFR@L{XeSG_&q8UI;0ZqsxK3=z%laESUVHSSX-K0 zt_Ref<*HXwyG5&o7BB@ksLD)R%mXt7%2z)m`aQ!^l?;n{EB9HM@?Mt;J~YJwrBLAeErt$Y=w=Tz^%Zos~ODY;qJwMUOme=BI6aSh%_ zk2;=m$)=*tTU(7umqAFex*Gjvy7b>}5Zk2?^jbPo@Lh=an(Z=(TvdMSJGu0wC6($lzy7D!W5-XbXmj6ni*c4~7AW|K; z^Q}-yqo+?=N_jfwxicR|@t>UbNPB45u7^(f%kyQ@Az8B@xNQA^_?*-aFN>Dc?Pyvi z)bb*IV((+LfF{v{LCP&t;}ju_N?^^4g6f>;=*cKL_AptS=|Bgw@ucde?quO*-V>%X z@v7w1f5+||SNqN9v$4Kc_(YH8GL4nEBwO+)?b{aF(aqj=BU@%PA~N9|IQxKg(jIPj zv0;@?FVi)r+cpV4TV$?r)|DF%Q$UQEp{(RBOU`;Kf!*s{YW}y>qqu^B z@z!4l-C69v&=Bi?ry+*_@DJ1fR3UTz=k&j5h=GOW|AdBAtO>-$GNcrhia+O;70gD~ z%GEVPp%Sp99WT>48yRLY%x2bB(T|lPl!&!O77k=#Bh=UnlzuC{Dn+6aQ+d+Gzl z7}=PJEG;%-^dpUkBSS(3RRd4s9s<*Ag!dEuse{`4ttP^|2S!o{71t-O7 zY$-sHh=uh0wBQM6{T{z7CduRAR+@NvNr+X0#PV8KRsr#pbWr`){KrBcwQA0lG zYk76F0||fZ=kAnZq2LqXfj)TPP_&fG4Gj%ZYeb?I6_C@2QOE8WJ$x9Ughl&-0BHRn z8e-94hKDXjJRXIAo}2=x^T0`rG_;Pw<-mj;sP2ik;=bYGC_s{4P-Tii8Q}m7p^y=# z%{BP=HH2UXB$&|xP_XhtgfhesI3|2wh-OLTKm&bx#J?oX+kD|8e()dBI`AU%ru31} zKtsNLjFE_u#r;O7<3`O2!qe$ThEVVf`}ScCetXqF&Af$Aotjiws5kmyBG&$U8cjKL{Dgs zh2U;_Abk>WPrVH)vIr2{6p_-lBAj~Y55RoiFY}lZ8EUHlNdrLO`OS$1vky!B!~I>x zLZA_;wTp)qA`qBoeBhd5L>1R`tDK#Zg|AVn`eptya}6^{YCHlJdPim-5H0!?O#Sakj*>r|GaI_mXqEObLK;371J+rBEU zEYJ#m&XD3qln`|2O3gJEc2Q*+A6_1IgKn+sM4-Vh1qT)TFn~RN5oPzbH@w_Gmr5z?6F-B@2I{-fn_DKibLRozNIW_(!G=w2d_ zX1j^LyR8tcmgXZh{}4C+p{psz3-g-?pnHh1ih{=k`{;|p1@oMZwxQ3R zz0i-E4Uvd$TDseGUhRGDA<9chMI!M_miJ=aPqwVAzlX*)n#EK3d*5dP8gv@Qe-?DE zKZ&{0!k>q4?xC$z$(vn}GoS)bEqewEE9$dov0~8Ibuav(x}S2Ie5|<8(`iH~ad&IL zICt^#8&*$hLC<;e5_Xo1WW9e=XbHqO^st#2kE@IR!|rz5Bwxu6c4c+V`oXQ`zEG`s zDM$C6D1XiE1)gATW1KgUNv)eb$dY^DDXL^S^d1hL)r^+u6#AAs*==yxon;GiYAY z>Q|CdQ@1*drP5N~fE9ZCkBq}VrbWw*DExxJnMv8wEn3%Ydq#JD_<2pvp<;@o=kgVPu=ZOs7iTWTl<_(*?6%uayT>+4%ug8kPg|H~Zu9tJWfo*`6~-h|__z5R znX1=-GJ1I%7^Pen?F$}$#Leuy@hur1%7+H6vM@HAWm+>2zvl{AD*(Kbd3vtO z0AaevgW4m%fA+D(s7X@MydXboewjLgAhI%A0tPpj(*#l7ZTr9%dv82H^4-4bl$#Pq zqAR1D9=47Oes_l1-kp=hhl!q{HR+u3d#{JJov5ChDa946U59(f4Om$QnJ1PIY-?L8 z-Bg|Ky3)?C;FebAddq-!hDqn^BTrcLvZdQudxoyTI!g2FV+T2x`sg5pX7*Th)amA` zrmNhV?&9{b&Yl!LUm9`C_3zhJKr^T5-_0$;LU)qt@Fj<_=69qEdFGexH$GAJxEc}f zq(Y=SX&pq-;pkVlrjQTC<4(Xd5X3S^KXi|NYhn`bL=>Ql2n+B?# zun*N%`@PF@G%Dqbbb+aq>726IyP7s8ZmD~Fn6k>eHMYKrIq7&w6H`0QX%E-&8w6Ny z(>jZp>%mIYi?SN5Z!B%>&{~wc%uh7iqK{%(Xal~{i<8S!+kEwErnI;Y3lh6yckLIQ z{(08x&x0aonMlNP$!RmQ{CkJLzU)*74vSz}edyO#cx1WGlK?j}nVgU}+n%3}#;q^< zhC(|WbF^4@V&ggDCCT#8U(lC5Jy~|%blKcrXip3 zhkfY+=v_rw$X?_x2*-v8cxP%OMCE{l?M4jDQ5llw58Zbm5y# zT8?K^#IRAxY&Y%3qlLOHlycX|gi_@Vd*!J+yW!$9*=()uq*lIBtLzjr*blTex6c#) z^T+0()OsEZPEN{-?cWu-+nrMKIdvlONBy3OK4sg3Ry z95Spm0A)vuwhoR|B#@GBJY6$8gKCYeCc&CoN0sh}yYfyDmub8btLKF^=@V`x=bCQ0 z^bXy+i;fN7kl_{1Ws{gy-!<7|*Nz*xSd2O?>d~fS^E5m9W?6*m<>bRZ^|>``q1(N) z@(+rb@^h5qM%5FspNBp$+8P!{MjovtJ$2IS?sx0xMYgPS*NCa__gsxGuML|WUdJ8Jh8~{$yc~rCEwfE z)7Pv#tWzEH_8aG#PqkEv4NHUH@!S>=jBD7Kq#HneC{UzquKZadWeLwLHiGg9IYVF! z60$5>3YzP|(1~j-;f7L1K@dPRhhJCb0AVY%C^FsLx zPx)_r$!=o?%DctmV~RX{`x=u%grVIn+W7IZVHwp~(6CvT5JP#)oe`$-Ms+e{8?TG^ zXcyU{3}zm{16}8I0EtOs>|LOa=BEqn>@ZlT61w}8 zvUteZgrCQK*!y}j66%ZX0f4>cFi{b25GZj8l0k#ql0k3Szp269pnonO!PbGWf#N{& z2{IxN*z{K5S7Y`&_Wyu^e+cjeKt{}f1XD;lKNyV?NLkr!F2Ht0P%tt>QAMJFMG1F=*aK>)Qr(Fi@$>8F0`PG81?8afphaQ8PcCzUy`+iiI|ZiAgVb-ECww44P#=Fx`g`ocZ7>~4pI^!Y z4RqwR_pMBQkHU!Sc_C?jy?rihQk9U&H0u8j5NoHn2{rqBB=qJB5f+#v&p=0@5Q|ho zkB~~CYyB-$zy6ttDg%{@K4O?f$3cuYzy#G@5TXiWWsHtN$EiPmGuD>oAdl`~fz3W& z>%-tK)@W*Zs1iBQKj00Dq5gT|YII{`xWNAY94WD#c4ON)JE@ns`3pnXEBIR3|HSP) zStBVVK>j&snnd$;=h_n-ycLN*Bo=YJ1J5|J38gBPF#gQg^Sd4puj{CK6F&$ z-`utfl-os4QOI2N8MKle3nE_pZej@{A6OFQ=Oy`q)gf`_p^~_6uiyL&7q+3WRG@T%J1koh;xjneM#^Nepe>_$YNMGC{~`#Mn@Zi-)#Q#a zvzQXO^bDC)E|H2FaNxf`GlTRKn`I>m6iS5CV6W~Kfrfsmwyrl={>lNdmKpRJO=ll zKzfX{m(~ufkhGj(b+4-OTAdizb5B9P8K#}eKqXwQEXKpMjBhXe2E!(HcTv#>`%6PA z=nDKqb*crZ=H+j~`1Ff5@rrj@^Z=oR*|YJ8 z9COz=v~PM=C9ogJD)&X$HzE@lUYqA(tp1cYSKbcGA^inY(=8M}t@(R7yCXF6NFKBO zLENiBO5*ahKnys0c#kd^l%v9R@hme%wbxVM2v7FZ)>vLqI&vUk2b7m4#e3&1oeQ=e zL(+biECR;%%O*-yALf+*#YA@~yIrk;Ql9!f6;kSV$0aSTYgVy$uRJn6Qk1iUBHIa^LrTWsocAu# zki>}N2b3@=S?UHos%kI3-k8x3-M|hpq4k;Qa8a9vH+Z+z^v-y>JJGBJ)!!)1wMkp- zDd+}??kPUmJ5HU`<1Zna>r3qtiptc;8`3Sq*5YR_r`sKK*q(`lR(J8RfRo&bJ>o*g z6@{0OoM0x&b2aJ307rVb$Ko~@GNV)Y9L#B>gedK1Na5Ak5d-{>AnVP8LHC@x_^`jS zPr*uJ{$`&NvJKB4C!cw-HjVq8^M;w`rF4-|@b~N0XP;xb%!iXUsTYT}?Z@_12>z8m zZ}%4UKReCS!ApO`YO`>EHw)FbpclgKs1L|4&Q6!0K|;el5Jsc)PRYLv(ZMmAas{K- z9OE6H*He2q&$B5RKo&AtAFe>Iop|l?7t}8{FNb!1>_~B$ytv}>jTHfoxhK(P7vuU| zdP}r$C%lzMO_Cu6o<4bO>3UBlSPQfO)z-)u| z_NwF2u z7ZPIkAQYDn>;pPGCc|CJp1VYMwLyt)OQWIfKwvts^CE1H6RD>kzj)(;4D<8&&v_ zA_kqtZprEiV)O`{+ZmkQ3V@1@3GdsHY00`DB~s~eSh#pO=s*lVR#>GO&#sr_XUM=% z%=DE_#^SJvzry)YI&_Sx$-1TJlB>`&zhBFu9<=A|w3)*}oegirMF2lsdBrww&5`xJ z`Jb%D&Ueu~HLlDi07fgovB zqZ_-du1PP73rJF&ORN#(6C!7-)@AtG&p#cYX}1UR`mq#L0vO7#ZeVsIKHC>qoz7L9 z^<5q$p68O)R2tfoeoEe}TOI9_%j6X2Gt3jEo$6kJJ+!6g9)P+gO6bGcx1o5%mPt%| zX&bu+=B%`~2}n+igHC$E!21L7LYQkl)T#>)m+w0g{NMe?wz)Zc`l{x1I;g&rdD)an zXEC+d%)kAZwc{5E=JqV&tn}i!{*^pc4*Yt&@`k2=vwypZ81_F;*BMOW; zXzvdv((H{S78k?~@mcGIa&0m;HIoP#tY}R{rNY3tBlO`Y{-4Y(dAV$uS!ztPUmhnn z@G~2+9f+)5>3n8{b_Mp#_A2<#J0j*R)7%xf$gO7?WLC0ctmROvYw;Xs1wU6??0=Yk zb~fe?9}>99;|r>x;GT3^MDiL*94r++?_c--g}X|2$EI-|behM}FY|MChnL>xKznZM z)NZd)6`(V)*QQ+kyU%g3R%^ETsLNa8eGzA^3k-MonG^p8P|@#pZF@ASkUNWXlmgGY z_glL5YQfWCt`=elsUX~V;XW))TrF@t#m)K-ozJnEUi7>C@gvH)LMPGDl|OB#uqw?1 z$;H3Pw-xf;V(C^+2fcQeMexK~aVce*y+2S*w(0eadwtoT%R;$g;42T{*nV2}zB}8= z{LJ8jdbu;h*D+iAfMix22V(YR-RI_WDHQuiwwow4%K#mG2ua{6&GYD)8QIq=&?}s@ zt4A18^|}{$HjRjOPx1+~ZyKT`3vaK;j;PJ#^M26eq1vHj6D`n9;Oh~EVRaV2JuKb| zB_j%{x112bAiEX~(zUsyOHp6T=j<;(Sg5y2oNKTA*VkDff_zc&sB59y>wS>tjx1M( zraSHUN328|XPYd=dDW*)^C`6T?QVIne>}TAGD}zjTDa5mN_8is`Emo_O4VLD)5T8n zjRRMvTB`l#mnQ!C78WU2ZirwUk!#~@(w=-cGwc9RU}9Bv3WYpkI_Me{$=Sjk1dH4j;?uA=d>_BF zKa{f$ha&YB`$L1!?*L$8U(}obqBn5<7rlXr`G4sR?Ci|{Rd8V9WMKcl6^H+CBVALw zsYbST3u`1d*eXy+=l^`l5&;9-(C9p1?ubZR+q!|B++eUb4&yhA=C?PuU)_j^sEebx z)-%uO;NTGr*g@g#-M44PfcAxp`see z37}wDd&jp$z{X?r9UFlwFgbh1`Mw&Moe1UwNdOB9l(`pi_AR001Gz9NzPbQ40R5Hy z`IUT~ql+mco4q?N5MROyCGm()Y<9bMZenYB{6GPT13H)|<6kI>1>8Vx#`dpif^7u| zC7x3tRq+pUzQyfNO%sH|W)M)R05ys>Y(O`-0N!8tIfWzzRZxj?Doe`Bd4?VeHD_0c zI`W<4t(8jyl^dmG0c6JvX4C$m-uS0}>; zw|h?7&w-f+w^Y-&HmE|pfol;_)@RxYG~l;n;F7B0s+einA*Y9mC@13 z0Uq%`-|78xq5=Sc0t;{F;`}ZzxU)}M1f;&RyC{CX&OF(6`^s(sK8IukYG(8Rdnf#x zY>kkd+T5KS0BRB>14CQbub`dx*$mB~pM~GyloJwCf6JN2dJ*x%1^a(;@Q{k4!Y1{1 z{2wC1Cm%uDGB|;0c&>m>UWrnGGNRTu*Sm|{#NLGS+Mc=P>0ab=WdOGZn*mqbf;)h) z{sC+gyZbP2XLU$&`1s}`Y6Y<`|E*nBDE~{EKXgE5Ky%1IPYjJlAIf*Np6^9w??rwT z1FM_;JHQ5pMwf6;%`N}-#R)yQv)X`x>Evnz^l$yKf0Ts`_CeCMv)a4jK0Z4LzfyD| zObikC-qSwt#(QM}%wS9Y)l}1;xtW_mHoU+m0EbN6GR_^Y`ZKx^J(46+lNH2m;-02GGzQSCRn_b#?`308q!g%LxYvea-w3 zbODjWtBR6AGj;&nZGIk-fHKyzw1a4Xt8lY{P$(!+j8 z85jevba#Y-5NhapfMC5Tg83mQ#(@ofy%&9?4S^f{`qVyvV2A+J4h=&aBm(p!K6&L1 z?a#MM-+O<}dZQ=xmb}uG`b+Zwkv9TTICgB!URrKRzqJQve#DK`|fG~0ngLE8~cRg?%rNy$F8uz9q}WAm)FoMK+O-n z4S?Xp{RzQ8Yd48Ay=%9yMIfq|)6o2#pnB0?;h8T@20?(r`qO`I@?qzaKi$C7e(K%c z!JjmLlb`FKXEdJYKaV94p@ zR`9*1ZZU8sJAb|}cYCqE#DODwZ;$*%q9QlEJ(%kn89^~MJa<;(zq{LCK@T3j<1`xm zc~5>iRCX}{yAOHha6nK`K$%1|)0JEWE% zFOH*c8zZCj<`_6O;B6gW12eNt6pNcgxQ%eoqk5~Lj}&yG7-R5MD4cO7da>uc;tL0U z^gH@$9zvSa!p3M8xl-Q10o&W^?O+KAMmZ|83v{ z3{;9|Y55!(c0SA_tLZ~arE+MVbIP<3oys;RJt)Z{Hrt?CJs}CWoJtp`01cI#;!m#d zP&vevE$+7M*!L{qUTmC46L;ASZm-f~4T_Q?{aJ|P#v&4X6xN?fH$f)#NQwsy?H9F9 zVS~O&r%{9_nn!hj=D!~jyl~P>&XLB4z&Km}z| zB@aUCbLcptf7ZUl9`+)KKI+=6=)`g_9)2(Zw`IxJqb?r}FU~&ivieo{majqItB6$zTb?Q!U2dzP1^Qj?oXD3B(f=TAxr1nJ0xR255Ffl^#a=o@VB%J5?( zA#8FTMM!`LIQYAg{2KBxEUkcn3x+Zeh~G1c2x<|TiN_kskQCwKKZ{@b{3@)O15I8Y z2I@ExryjYp?)@1Qf-MxLd^xBDCE-8k%Y9ulc&hK)cY=cHhD(p6d%=1?nx)f^5|-&P zq-gEYAcgUTjtX}ualg=7ZaECIp&Aw!WCK`8c^F3Vb*J?tNMT4IVy}?)DbnAw4}LA?7iocJd}vNLzM4t>pBk zP(NEU;FG(hMD8c8dGuIy)bT0`Ox_P>j6kxy^gzjCd2zYBM-81>VQAV%WE7+JlL;@b-0GNl7fh^DVYmDsge_iJNATih4-)+BMm4ns7g4@O8w%OX71Ursl(<+dedI>muEsAzccnkgrP zNnn6IisMeDF@h@ z!5Mn|(@H%c0cQkp5T@QQrVC4jUQhj8;(1bz{)K#0lWbT%=0KfAR-(k6?S$To0L>$+ zPfYy7gX*AfEbTPh`z^Yq`M#BQu=+|(ehCWil0Nf77fNg@D{RQ{S>ot-^({?QSB)0ic`w?Oxp%)IGacXh1?8``LN}e7 z3dr|jN59Z}0h4>wv*p-6!Fli{!jCu4&MD7?`VBg}#)J;t1i#$3JqzE`jhmDH9ZIBM z{4yINwD#6D6%_j3IyamJ{84!&9V9Gd=L`mjQMj(|23NG6(&rpw#7G&6adqR~sbg~y zfb8~paPzlI9_2g2qd6P;Z$=^v`~kUR7`KSAk=zRQ&vf7MEgDig?N%r{frPLLTMwMPU=8bO;QB$zN5uAnL|-z&x77=4}mUO;1C?6#VH&v06N_ z>Ot?Wy~A*#gxVReiR!}swvU=plVP>yNv7)@X78lI(?k*tyMRO zmU`V)byoVhRKO52$yaGC0-2H)Yt(+ZZqJd>eklsg7A5x-;p!0nd(K=RbEVjfIOP;e z2Z1-4YOud%Ee9^bS4Ks>kc`6m@c(V%OXSaNh^hgUxSJy$+ryaD1wnI(J7|L#WEjDprq^A*N!jXph4LQh^R z%O5}+=ufNOvARhe^b!iq@R&h1mo&|vPe|Vw{5ZscWT){gFDzRe>+=&oX9qM=skO(+ zvcZ~?vLXxlrMaP1COSfP`3pN$840+4B}lU`(06Q49e1N*ur|b7NZ!!38Vy0CPX`A%F_~EEPd#PO|BZHJpfJP=nCTmypBg2!rrI}Vbs{2r!5pS%R z|NgCBD|MwTue%bC0lNN!ObAyr*bKT0I}ao3@hhG<5%V2R0(E8sDe)n478ING@q0aA zEj;JJ)Cu0sPPcObV!CnU<4<<8t)Wgxt~$!>@uQpRLwtZjkT1-A5T`F>^nBmh=2&hW zR`h9gN4S;h+E?7{UGII?cZZ9g#}p1Fs)#eWnS^SBPi${8pylok*S05JeT&+Y#>{p> z`5a$oPghjU`@xOmj>aM+rjAqE8av4`G34(d^5WK4^!TME%5t^_nMXQSaOG&(*$p}* z_Zna8U)GIOauVEMbqZ^oPo`aa80+V9tpqzcfiq>+FHoHu)rhC`A5(gKhE?Jv2NW?U znl?)D7fiO&*;Vyr&$=xH)S1|vUJSCy9YK+b5ba;z8^77iv23jU*$D_6;W5-gg^Wp* zeT+RB4_=Ov3~Sak6q}yiEt;xf(W1y-Lsl4{WS%`a>5SJ~KKF|!RK4(Crg1k2|KQs9 zQCFU81ZW^;cCpp{nHt(E*wdNtmZmg!{2RGTKVM8eQ52E6rOQu6VMidz!F>L%n0N^% zbI3vIQ?-bafdtPa4I4R+DL_~Q5l`vdOEY|f9i zBRr&jk5SjvdgLG6-Vl>jru}Wy*on={dDzrHyBiR&-p@G_7JxHmp+PsS(#5_J@dr+U zMTx>fiGF{?HKU)xyZ*Fy=|iI@%r3_zX$l&_2d`yD(6*QNkxrO=+<(@ECwq`;3PxhH z+cGGdQK<-|?%9X8w#*^!tKPsq$f7pc!&{I@PzjAMi5w%&l;SjZqpJ})ur05cDBOKr zemiqk$GgC2b0ynX0c_1yMrqY13dn442AdWNA->Ja{N+PWN9~(<8?=l9>4(qUI6!+d z?n>sA`1G`uGHBuwOO$&QY~)peV%JrOn3g)aJ2i_JG}jnz0HEgL9;&a&T?~t_&1J4l zl*8TA05QU6k~`A~>!G$pcJy7Ql$wHZcrux29UJ~mSr zc$gL>IzRkTJKdHi$W00f8=`yLx+u>xEv}0hojMWk^VaiC3OjQF7dL>)r@<C8OnI=*4XJ-NA|k^UySts%Mh11P|=?ph~8?kM+uSy^g`$_H{WYqeo>( zR=WNNRqODc*Ao#iMkHBB6G6q;&!XAt{_uI`qt;#`fzKte?+k{0>c$3w&KJ=~7(^J< zN}tdbb#hmvUs{=v325C%sNnDjvcAhN0Uu(a8i%`~B1uPwQLuc~3W2=^#{p32gLBwyMe_V96AxkcFHtVNCQWtkpj9wS zsaJ!f5Dm0@8UNA7Zc-$p9m`bXj|U9*mu_^;c&3*VB3-V18+bXt%OfOj+Im{h`=)|k zdmTkexm2Og^PxOo)ExZ@I96IDixtdoSqS)}iG(dpC^*E4x+q4w4M`e=ic!yohk1PD$W>b?3|v;t6N=&cVdJ@mMNL zvkU^LQ?_^;l1i3lefHqp-m~Dw8#2Uc*LCGi-sMR!!u$ z=rWTKBEz9aZ?SD#Y#avc1J%aY*tglXQo$JsW|y8~OoF_Iy|_VacQ<>R5B|gTk)Mp! zFz?lKKlOqW7Eil=4)1P)3kx}2>RwjLO5@kM!Y6P^VGg<7PU*X*Ht{Y$bEQdc7XHR! z@0xK-E4;*0oWVh&JV0hG zEr*Ks%ZDzE6trJ3p!#WVS@^5Pko*lhom85n3Rim&9P3%aLRvH!`fyS98SeEyE7B#dR|;#8!ng zDB=V?%dv*M5YBOdNKi_3DM)Ez!qV9X4&O*_S2imf z{iPMMxsj;0V*C2v;tkT4)`jVD-Fs)rHFUUnbD^sQPum%-9!(WDAs--K+obU42Uhs! zJ33o*_;+N2sC{?};nOaD)dERVEO@m{ihi8vwZANwe;T6+F3xEygpN5>K-WGWK(ZoK zYk!{2eZ8m09M$?+;~aE4yu|RRDC>c&7{%xVM}nfCA0h;=%1n)_6Wk|e5WNMXAi&-B zf{?Hr`X#U=i(KUWjRBI;H3e>_7h2Q}oyTC>ym_I&6VLXFv3m}Dj>q6hwdCETbfO*+ z+7}PC%;87rrDf)<9*ao;lrUS+Ev{7l1ifniPrMcA3Dq=%s*Qq+3KrtaGYl;7k++&# z^4&P4AXJ&Qicfh zz2$bP5NhuNluD_YhLKJTuKYH~Ea!|bOWSG6Cn_wgrn8i<5$A0uq%$@#`4j;1Z?8)z zX~=()?ZqMuLlkEF7Z zq%jetG@QfumiNMZ2ihZb^*x(&FG#CpENU`#qXHo1I%=m@sAE^MO8BGR$ z3u=NaD${qdy0}2`=A)RE^8VaY$_@x@-$X}Rtb9;CY8imK1AQyH{Wq~WUFzzC-aWAp z6ex#o5q%V1KTFxU9|s<0NI6Ff49gJ~Nmrp#%3HY>$vQ_cW=vo3Pl%xj@GYR8&NolT zb)}rZW~uCKutmX1zq1{16rLr1=IR!ovSSgVOxJu0p>lV%qabZVG&E4}H_3y5KA_N! z_169o%eV(6ou+b%Oa`MyQ2;?OiZcOj!;>U)7WzRbv$)Zl1;N;en=7Bnx%G!Q zeB~x_k-ilkbPX-Jf&Pon)s)-65Wa?*f^UY!|7Ig2jWlIs#&DKS&8>vm>HUr3ZtVFz zGyN4WNkS*AO2*7Pcgm(J)+p60gscy}Jpxhc6=$NSK8CDRvJ;|G><9M;wd~&5b(YHt zCk4xZB03Vq98FSotKqQjaJ~TaPb|9!-^-(gnaBX_jcunTeQEWktHwVceyA;ocxWm$ zPZ75+GNk8A$}w$A59Ikt3?5Uh>OZBW zCe9K|RJx)zZw4&6==O~O7I3Kc1_K!uDI6E@S=s(05og3SO6m;AcE(C{2RnFy1dbJM z0VplP;VF6w4QC<9EmwP$j&`0RYQmh$+M%*$tulCUYGW4&zT1<-kYVYSuJPs@w+pJk zm8yzkHr&B2{L0;+MHAmJczbX(TC9q}xeaxO9XV5H%WjdE7t*=W3f zo|)IQQYUvKXA>e8HcdWz_+lS9L!kn>NY-TINIw_bJv_k6USOy*HAkeIK*Hpw^0+5* zmH#;TE8O%*+`8R61WEnnnVlehqgChKfNzkEDBDO1w=Ih6UO}V`7$Bm!IORUh~ zX5WQC`P9226wK_@=7KTP1To6QK6&<)bH-$6tDgvY`yJ-TJ{HeEKz3pmVP@)w0JT3x z*ROTb4a{$7S)Vz6=$&Tlu}`NmkxWNfKWriWO_O4Pm&tKM#ZqU)6k;KHG-_?&!*V9C z0ObyAL%oLiOZ3$^h!@XWE~8363uj3k7_Sn1sCaET|!s?6^b~maTxzO`QwUuU|2>f-x`d zrFGCbT<$3{b#T0unp@z4qf*quJ(u_pT>rg?P`G-l`9wlHU0i7}+1UZTwAo?h1;I!s z&3l>e$u+f#Q5W6eiQQIlwmhR14(Wufm=n9}COT>FY{9NTnUKR*f1srvMB?+EkW#Z=RUW=?j%>pLP zWB4tWc^-pKNiF4rj#ZTX?ly1hYSfkInR!Ryi%*;kMQNI=rKp6ZHV4peTFTO6ZjntF zJa@#W5-?P~84Tbg`lri#Xxf!BXx6iK!*za!{jw9J@Ov@vsG*DW||$GUbH2|6C| zu*K)R%1~=qP}3M04fRf{h^~hLg-0U{^Mhc(}(x#YUUh<)2jnl3RjiGl8m~4e5 z{RG`W1(eZnB!(dn0*KB!o5%IP?Z8oNE@rfEUVhrV2n72U+~775mlxw=veB6`)*+K= zs#uWx=E31jQTBHKTF1-%?PS^}-DEZXN_%4sPxVpRHZc>|v7_I$)n%v_-dY;(SN2Lu z%aDWJ#DTVHqSoy z&&)4<69^Rq+ng;xdOT>Q_D%kfr|8r^|EjwoNR`WRO^A`HXm+rY%w;~+dG6!aF-YA=L(NBJL>@sk zBKLl64So+Y#uBc_D~$fwIqP}VdF`U$U!-xPOvo)It4tQux0uQ0*EppeKU) z=qs`5$XZVq8O}7wyL>q4qhj=#IFZS-&dK3h=pIZ=^)LjQr9Cie_hECi?VE-2QaC6| z$g{=U<0&{_nU%`GVI9M2`Vz*hjkKcm^S8bhkq|d^v~GsrQ_QOEFDU0S-4JzK-X#6> z>6fU}L3d1%mDfsU$wjJ8akOgs-JHQXWVPHwUYTV#cG~Qrhii~pJBGN>I7(-&xCxB9 zdBd5aauL-x`66ma;kTml25v7T60lVBSf^EoHj)d@8+bZ8x+1nNjiIIHSSO`N0ZjQI z;iO3$&TsT5-om?>A`!W24eIcRpPfg${$!1{lRkI4XT!Y)y*g zYwvYA#{*O1lW&fw`YPE(QH9;F!RS?9%)bopN9?J$0LDDfTA z1=#lN^mfJb?fPYZN0%jTOyAfqi#JGDd;PZ2jIUQO_)jq$;-KXk49QBS6BzFT z^a6eAjZy*DopZbJXnpz=-TBe{+(0}UFCvDLtZIIO6I&&NozCZxTlNYs!css#eD$@- zYHl+mK7x;w&WLBDbmCB?+c&7Rm6JM3#>mcnilZQ_m1T4d&oYHPX4r_6+5A_Z-$?;*DRxcWATXpr)IVZY>y4hu?CYUtKD?AF6P$%pPBrdE+gCH9nI0^F*mieSJ z(SS&??0`(HWp|#(`o&GY#mmo6R;)dIx6Ob9lFb$EiU9V-K?Bzqi{OxUNPAfb%~R8h zR;IUYw-xk_zzfLb-W~56^d0hU+6Sc7>8|gy+ylfAJgmVMcP)HqI{lCJNeGOBU-<{m z5nzJ_xh8sC{f?p@QH%V#xv4QW8GU(pw9Rd?K0m zpjweEdE1|*lQcjb0LGFjJtk=--pqqBBqB0cmcPcz+o&5QK-*+yAK2F$Ig zXeuit&_|lf#v7?Xq-{UrqkK{@6u?m_Ywr#OK&he#bLxKv>&wodr_T`T`QrF_0Xp9u zf>Z$0A}?dUUIR!wyQLrkWs!|RClP$WPjWeYAi{fo)mp(0RViG^Nlr>#S%m+498dIO z9+ly1?7`7VN@_`B^a}x`D3?(gZpR%@fiHwGRO{HhkSM(yZAXFQP%j9N3wFQ zK_HPIU`GXg3!(~*vXSLGU{}~=+=kiFYPg5PN+0*(-4oSTZe$szWD#Z7H%h9Pp-(%| zKDe(8j4Y1#UUrQbTR8q?e+oWOcy52GA5!Ba{}nFc@p*^0LeO(s(W;C}iP@<^Wgvx- z@3}o3b&>V5onLQVpnFzb-<(-JfN36TVt|fn6=KrLZli#tHelek_0`dQB^9{-twmm8hg5 z8H=mcR4~eQ^**KsS5gcoQ#{KlMJ*-1x~cht{sBfW*8UcxCeD|R8G|$Cc7+hB=rNh+ z&+z%9%p3w8Zd=;ARkC6EWi+*E8sQtB(_0uY9gR;2dKGqn>msy(ao(LkB!PVP!Ir8$ zQY=Xmd~GYzBeLOq49}O6yUyZudK}$TXq7KAJPGpn(&*q**|ZLer(KNSLnw<81R1cx zNyI<&vRZ(QbW?}R2Ggxo=Q1R#bypASrWHfG%9@^*g+Ao3(s&;1<%8-k=^4RO-3by` zED7ak7bTCoP*Y4`4UZ@U#nN6;a1dbcNx&~hH3N6{3$YuG?p-GhP=vBz)iMGKQwK{u zD9}aftUXHI`lw^uz$Aa{ukVR&-T6MvA_(AB&xr3R?~Fqb-S2(0KHE0>GMM-c#|vRL ziAKB2PfPGO?GIQR*pTF!b;+CW4Byk#wYtU}>LZkKFTt4=ptvUbN@1X4>y8()-T0TtLReRVBdQr~?WZRC1SqyM}&4%9Toch&M%@8MO{HxB!>1~ENMgHqj@}HoII8I73 zNUvKTQRooM!gvZdF&kzBVx+HOSnuW8JBr$E+;nK8%}Ma54CcdCq$Hgwb+7X^qcatN zGsXzz=iL=w!K{y8-Q&KO%HLhX9=o~?(j=h};XgYz%bRE{Z!%#hWkxb=tDV#U+Ysg1m(OB&(h9baW+`W7lfn@GjY0So0}Qe)@xIF=$){ zz#ATEqzHSZF`ol-w+gZJhOjEnNhoyT$QYmI=I)ejUZ4?vFW>09gvGvAazT9WGn9kJ zje3$Dj$EwBA#b@K8VAFxM!W}uDyk(W`t=j@!e22$;E}b#2OH1eXfEx8xOa3z#^DQy zaa0_)ykBn_4@R7|RY7tNSnvr0@&^pm8Ed9GBLL% zD(JAoD<`6dz#ZogInG5f-y1q=7blztEL9(Kk%mQ^D`+R4xJ0F#WO=|})a@koWMw3D zTDj)ep-e}dCz(1vGhNIY+5BvhObicEp>%pF2zyQz*4r**wP&<9LF=DL)aUbUFW~rC ziyr_ZLF2g_QEvCW+6{p>x;2Y*?n8w(7GcB_(*4+7&|+6dNhe9VPHk%{jLrDUdfBB&r{Xq5F02^za$F?>px4Ycc$sWd4%s*Yhl9U1D)FPaF#^Ayz@?Jk#-| zM0W9-OrI(!O=OsmJHargm*pnsP<*)`>d)4STVpHnLCsK^4{hkEl|>DwR6!lRj}G}D zd&WR|GPF$B0>8E$@-34Yg!?VXEAaB{`?m?X=%t@deyy$2s$_ft;z<^tmU9;6+CDkx zX1Lb_me+C|%b^3>Fh?9JO8l=Iq3+BHdMpS>$CIN^qy-el*KoKKMj8>FasBjKOMfvz zE4$d{*APH}D2b!vk?4vaHh!Y^K62%SrY?0|oh6jA?)1k-`v>qDeHq_U(qstp7@74; ze!qL}*3Z zpaeHPm&?Uqpg^IKcepJ`vpCd$l>%Fz_xOw4Xfq~Mq!&WGO>E_CK*nw>=>7r!WC=&F zw#9*2h#m}7%BC9!f{7BU*N%sH4lhH}A+{hV8VRz_ms1xRLwfyafml#^mzB1vbdrfy zHA=Kg@knir$Qs(+~#1Ju zR+@s(M=b8rko*Gmom1orL_j;sfnAob@*uJ1!lUmJxc4x2O;ufCq*U_>-W(-@X9n^u^G42&~z_fS(sY+ z<2SO?vPv;h@)yo^xFX(0Oot52>ia8k)z<8V zSLr6#HX4HaU9{UNr~;zL^d0INzMFh>MGTuR0bG4&H@wm~?4<2Sr}Q#VYcz2T>qps~ zTu2~>6F~!50Zo!GOl*m88PN1<%eyeC?;3e%eEJ&lVMPSz3lrCjp*S}?4I{vQ^2djy znrJwANl#nyVbH+L-bY^0vP*a>4X+3h)QsmKa^Fv|vAGk6Qh`1}LIzvW z;q`hZ2Y2(x`X@e8qT~w5?CwNdKG*EkzLwkzHc{$v6Z*D{Ui{vKPxulLp3AeIFj@-I zgdbzaA`JhU;@*t1Y>u!;(N|20S~ExjrPWSc{_X|g21D4uF&ALN7zet5&&=&Ku-GZ;bl6F6 zsnbnTtC4m-I9k6|@O7N>Ia|firCqt==df&hLc5rs!I`zbmTUrCU^iHX`-duR$)$!i zBkuQ6L%R3I1uW@6KYdP&!h4l67;$j@7V5MO`@J+NN3jGxVTMdV+%Gmv)raG1{74~* z{mkFh)R|2%_)5ggi(rL@v3ycv*e9wLnKkDgZe_Z)^tiQRR~} zEKAJK0Cz8=LK;X!Pu-lK(JqHIdp-&3uQoGv`{*JwcVwmx*Z0SjKt5iH9#l+~!Z;Sn zmw49RG}>OG9s6)!q+5I~b@5uXfDmveELIhd&jT@LPrMyRz6)%Iozb3OKb4O zf#rb>#bMYcade<2UtULz4gE+Ae4RrWexpwf7{m(K-Si$C`P68TBf2E!*z6;=>9!xw zJLGrkvr`gJ7Pn%Ec@RG6P{hc)MRZ}vn#esR^dvtcj@1p5XDMA+m@7HN8~C?O-E`FC zdaTtBLeMg`#q~FIx#(UaGUtiZn7)|B@mOo8R$q=GSr6hFEStS`Ik6O#u7ABL5vA&% z+}z@R{e9b~b-eboyS7`Sry&MSeJU|~f0M}UEL?X~I3z#X8)^P?KKfzn5aTI7WGdVw z3^qinEtUf!mUg~+vYPTnmxQ*eOB9s5BW+r|c1?6zh%`n@L0h_dM^eU4YIF%VE_0lA5?_OmVA)6{(Pdnoa=3=D3LvVRbNY?rO~j!p0PKj z&5K<iVOgSXBvR#&5n8X#6zPv@{H#`}((XrHlotDeiI|jyc#A^iJJ(Lu&%HwFS2aD_))KXP8;O zJk{_~G_{+$l^1Uv))HT5tI(e}09CU5FqJnEn@$F`87%FyyT*nXSe5 zx92+S0qWYeFE7C>YblW$SV(=DZF<~2f_4Udj7?EwL;~bn=wK+nfJqndkphQ3l24p3 zB8^39jpRBgG2vz9XH^gQfRg5fY=!yOWhsq3m}4{?>4&1-k|WWpfkp_6(>&aPY2#0F z4o1#OT3kM$#4!TWb_yi!I0>hriUI7O&bO>6{%uE>Xk>S=@e?e1Wk?hWJxd{U z6)DSu>B7rypN?jf*ypBD*FoQ7hn~29aI}zJg~fL>;z`VKZd3;n&&7}PI8YrQqWJ+XI#bnT5sp8-|Dd@LsRfji}Q_Q>!RyQq!e z#NsgAYPXudV+&fQJ4gY$DFN0Z-?oAcU=b9GI; zey(k42_kb@UGKdNrK%MLktlF}HD6 zwUj{A16@)EEYD}WVC~cEI7yXP*HPXb@uju-c^h*!<<{G|wnABsQ~iFyo!CGm8ToZG z!NoE^YuZe@Q!Vay zd5VDcA{$j51#Q4mh7Wy8muFUGw`C%&ewjmc@eg-lUPMN9Aj+1zs-M5 zO^~=`MsG}3r(b)_^FE3=Iwtjh9pHUz=<5DhMm1}a}<7OhE z3N%1vYxB@OnS$Tj&lW1b{3#RZGzkCr5#~1mb)aBctPS~CLcZU^E7!s#Go`XE{R#L} zt>;|NlFY?~PvFw)!Z%A)#XfmS%Az$Qje|mr^E!&!oQG33Hx$)D%KM>B^4>}dGnW;-Q&xXxeghQq9n1%A_k^3^$h6#Csnmok#s*U0}x zU~n&g?TT2=Hw0-kM<(Q{vKLTX8+n=+&9T55G<)%ot1k}OIFR8bpRM^__%5oBp@vt` z#;%&OG(5z<@*}Nf;)9z?9V3eG(RtcYY+2_HryoyZN3koap>YKY>}-r`v2`Cxz5W$W z(CTd}IqQ-!Mdof&*`sN>3V$m2r0w+{HN+h`c?MD3F<68IGL5j-L*YO&nxx=^&*s4SRny*di z(yIBMhb$U#7yBsIY~*sEv%lkKPo!KwC=*UtKW{AAEsZfS4@#SJ_Z_El8dzO=XOFSX zyrt*hmDSbUaIKi56({w1ml!&dB*87IGaRO}rHJmUN`2dwL&gRN>sevzAT>ycAPuK0 z6IKZWcrB!MQ^L^P1tn4yYe)VFF)wU#z?*z#5@4%9fSf7=Z^<{e7SfWfYL8*dXPT#3~9lNB_og7Rr&gy}y8qlF7yM0kR zf*<`V2>Vv=iXwk~syIVe5Zh-D=jd5wsB01A8p!z!hZk<-Y(FgmTvl1x7diL zKV3v^F|l{q$IOxM#P(@Rbpr0^P0Grd5@)8-O85oC$=A4`RWh$694gWO4^xWXK~0Sbtveoi^5$iK^wos z?2e@p$`;8+A~41=o^TDLA8fLZ{I;8BURR8kq9w=4or-ZFU53d#yC4S)TWAxcRiNjX zJvfQ^Z)y_BpPWAmm_zP#N4Bh70X&Ab+ksNZ*Hdh>e2ng65A}B(j3WK02uyfEwQIga z^*4fVnM7s&Q7y?eXS2?eSg5>hJyVf`D2p>Vjq$yv+5Bq+FzwBT!(E9O`|37?pW`LB#ukF-c6Pv@7~8pR`Pgw59_Ij{qyqW|oq& zm#Pm6MKE{u9*RT2ps4irk&*XUs-%EVf9rhCuH<)CKe>vXa7lKZMm}q67dpv5+8!|!XWz|@a(QgGsGM}Kx*2GLdtUuYUM~KU3G?K2iDY8 zhK5K!S6_U&~E{=uW$rdSxqb2RzCD7qh zM&CNeM`-dpzDfq-JB&|C&O}%7M>t=ODrKI4^wMs|7Fn`X+3v!y)f%mr?%$vJe|&k6 zMO*6h59Rcr)u8&VX@=YKt#gr!vOd_R^N=OiVK*giN~pQ%+Zx_y;3N-$&4vdB!$^|^ir05=$+{MjIgCm zc#VUp@sUh(g~1Nx?5 z$`!jLZc}6LAc8dIOR!NnOaIVxlwCg*JN7%I3`}?)_S89YJ|>l5OZ(Y?O-qN*8QaQ~ z5nmR#8wZX9otc?6HK*0{=~0D zyJE?*+@B+MMqf@D$$2!U7Ms%LGh#qkt@d;i77b%z#!zMX%374d7F_ zs;n0{8}NK`;Vd{^QGWUl589uCULQ{Qo7;}<;q~37GltFd+P55$SwLyeZMPLW-<^3f z>PauXSAEeI33qvx^>h8OdA{W^wA&)98tE2^vv4w>Wg1AYQtY?FKPR--t#oejalQ5m zT-68-cAn<%Wh40cQiHq4^6-&;-ZMHAjNMukM`S@1Op+S3p;aXv*G*wk4b zj!s63s3a`v#Gg1;61<);$F7D?0wjX0Khsxg9IuSy>+e#Um$%2Z8@8oM7NJrji_irmMleC8gR^`8dO zfty*3(Vj5O7V3%jA;m6w@gvacqn-8o*(0oPLh>n=-T*1*Tb49cvp4Ie2XVK-Oz+%v zPm=w-u~*lCuLi@q%Kz8aIdoaVFw44Z@9MH`+jf_2qsz8!+qP}nwryMIy@NaZ{y+|& zToIYEqIbNm+ccrfSUS(!sk}yLZD4ILSqCURnVGjM5d2`Zd7bUw^&7?RX9A)LxHhN?YRh~0W5}<8}-O|vA(cQA@~v0teI$f#8RPeM=)tlZJ%Hnrbd7^=UU>wDcF9hfg1!uOKl2yF?(zw_Qpuo>f}7@5wnXc_-hC_zr5 zry2E(nP_9#uq8bdIj1XyT9p{GBYzEc(R;gl=-YawOSss0hVIlto`6|}*uz<7%tVu6 z`eCA^Lerctyu+DFVhlUPTteUx6^}7?fLn1i0>{G50AGzd4+gRQieBL)f7`_d25+yr zYlJRMuIg``3~<}tZ2ebwjQ+w^6I5<;jq|#dBC!=%YVU!t|LhA1ZcOxn3EDoh!^7aF z7^<>_zZEcZFz2*BlXH zd~Ffe3-f@J1DT%ob@*GYHeaR}8RVY{XsuWEHmYJW;edsUF@A$yqe8QD`b#r8wbltv z9T;9v;%Wj{{&mKX*z`6mHXEomiu|m!(KflT1Oa>?(6G&SdAy0*yqsmM&?>zZb@T_M zXA@)5!}2-64sz4z!-EtPz)47^8y5`fJ$?C=IrA_F7h-!@NVr9&ef;4|;5?)$R+V)4 zV{fy#EXk)Uy&efhX^2!$5KCuAXF}yEaHc<@s26s|pODEVzBP-P&^>d4n-s4uwsL0! z?2tgFuSu8tw>=_nr;q&Qf)-~09A$e%AJ&J~VbBy$!5eb8k_PYnC2>ikUq_S`F2_9} zg6$)|Vfa zwt$Z#(uZb&{trY*vTJ3C+Y%hN`daCWPG(UKi1>hg>7j7Q89$w8*~KdU@Z_lG!{+!Q z%wkJKfX&MC zPWdPmc@&ryE~)D9}if)D~e#PTf=sE3m}=ZnWgLFL6=TsdbLK+zH0uHD9P;7b## zgWp2>N#r3qe~gA_(}REpzmWl8u{$gIl60w$oJbfiFOM?FDj9h)nqCEOx3J-y+VPH) za_T%>|3JWAmW8}4gaIlPkoD;Gwg7~v{lJO z+0d4+)x8-BZH)d#NRLNZ;wLKk!GnEjpyI z`+vS=A!ppvAhEk@6`v>%cwyWgDbx&aHr3Y?%MaPp9TJG*(tpsDm0hgeGFStaQ3(3Y zf2zp)H?ndwbIfr=Z!FSdxQuZmlVUsEdfb7RV#W6vrq&6o?rK+w)S=@@PQfkqjTT9t zyGrMNuLqJDt+@*&xWRJef7$laW#x>cDR0yO7)7XbZ7coV8vjTVhIE}!U?sR*X=Qz2 zPvF-jJh8tM$Bp~$^lewiNh%kOxJx`uM!|>l#U^OQGajaLt8n6nSxL!`e`e4>=Ajj=zk z4?Eiowr`Q9F_5V!jtxKM$bCxn6e3bX3<$GD)^~RUYGY(YhJ) zIj3xA;ni3>aM0@KmnuO}f%o6DXmvk9Y9oR!jyT*?1`$sheo*xV_zD2Bdrg`j_=^m54vK?qzu$ZmnQ|pEXKVPZB_zr1aVU z%5ff?aPkS`&D{#LKr2Wd(&p}4p?ji)CC+V}Ow!EIX9Cks>|Vy6BmIL*zh&gpOQTm} zEIAhUkcjRG6w}oVX?=BTend&4%hdbXh$rKSgYDv=fyBcIcQOY`J~7pzAgGQA_g#zW zWx#Q{p+G?~i(T0!yf`mMJ(lmp*bV9NPSgJ%$4dlJS?|hH?^81yVUErOu5Jf&JsHaC zV)*ZMsVAVB_WHfB%Jm$1|2BKNPGOxegS%IGSMMZC;)VJKiJDWj*zOUl9@OZGY7Hc2 zmMc{B{O7)U&jUA z;>B^=f${#j0^Tm?Ua_ev>R&O<$Hs0Cz_*!QI|DToCgLOE5d0AAegPV)c`06Avpx zN6ridI4~?-Hh)stGn9GvO|N{H;0cx;iE;HGMFQ#}cR4G}tV47eAA|~eYdcTg8;|Ui zEDp!Hz^ePOHu^#GS9XaPz}M-n$-916z#SY-tuxLR58?BiYR_KYrw_rgGe2SS$P@00wxv7TA6IH^gy`sexsxaXf}T8>CAFn^8n3m;S&< z7H6x7xn5I}u7ZAu(6pGti7v@vI|k}MD!UJ#8M3X>{34e(&WeUrg3|ZkxVjwQjUlndcBXzNTGNAIabr1~!^Hlr%{jHWQr9e&>{bIa zKNm_powu~Ai1snZChy}la82PU1wkIHcL^Wr4WX`2FeWyo!uKa}MwU4?K~P(KiY26) zmBxaFI`$m+Yav~LrXW&ns;+^8YUX{eKm#vLscCroaH+zkKxIR%qxyNLs-_zzt!st! zQS`As?V*SjIuyM=(AC~DYOrTlgCqG7UBFDVIIH5olR2(-dx#?p9X|tRKz@O1 zwvpewY9SrPQ7Ln)-Dgl*+*lh{{<+04yE$9Vgy_zvj_$BctZe?w?B1sSJBCCdp0GA^ zFup~IO+4##nq+nKbLwjUIfC@+8_FSZiUR)ECAO&KUu`_-iBR^63AgGU(tTx@=C#anjr*5`6Rl)yH@*6 zR@Vmk4mHHv2<7qY!Mh^MS<87Mu?H+_U+8iR>}3KxX5NHiAx8etv!{MuMHJLn_nt_7 zUKBZ*tYL5=>4WSSm(!%F*2FAdat3~ger4&dsj^oLwX@#8&ek=gX|BA#;x8yNH~rcr zK=H-6q4$U$Cb=>G#Ppeie@H2tM-`YA0U5-*_sAssVz}VCQyEw^BG39zA?(^zJ9XbOD2%8di$N5O{-#uS=T9dyJ?C9dKFFwbkCx{Z{-&C=oIHzJ9MtVeO4C3P+FjD4e|02FuO;cG&W$gyZ zdsBe=ELK<|X=o!jriDNOuXp`ZjV~?T(^}-y8De4n@XrRvz&z@Q@C+(h9B(aX}ji5qJ!%kk7(h!@Seq%)JAG#4HGI_enj8s_lg3!oe!+nAl`>; zeb9OM18|l9Z{FT&fMw{#@;x&1wfeKO(^mX3^*N#cVQt*IK>ICbqdu}EDgK~Go-#C# z>9G*s<0A&o7EQMKsSQ*9c4B6-;a$7ofzo)HuLUg8yfM0BzHXA(NT{dhb zG>DNy1OS0%z1}i158X}r2MmK!-ZaU9>;!)>1EQ@?TdahT;hcPSHZ2)}$kWM+N(H!* znn<;3lqkg&Q{C!quqdKvl}RL?tP#W{nW&dYA&`TFk5U~XBhH4k1MhSez_AM|Gbb(0 z3#aD*y;-^QnyMt!*--7?UnT%8;CXbDcd{3ZrJ(`uM|ebKIaJpU2%aAAR`H2|T`ezN zZ;8Fb=Y_5gNqHSkxT_^z;?CC>)v#6T2 z#lz5f{&&?X7uMw0NJOI`H7$CBwJ9QB{}P+$aSd3hdH34r=*H~{XJ3=b7O22#RkD8y z?R%NbC!mv#Fi{Rd@#Iu-b%AJ8Ntw@}mT?|vlP_=3A(qZOT2L5V(_^|;8-$%xaHc_< zhGX02#I|kQwr$(CC$^J`ZGXwcb|$vH`L}A1cB{6Jx~txk_o%y`y6@{!Ij;w@hIghl zJ)h%@5WoHyIo0?ZB;GL7=I(>dE8jBtre6OY%$)r%T^5H#hTAKcRZ4(ah?dbyqVHt?Gq~CZ(v5_ofKapqoYw<9&Mo}rVJ7?aRj)R$(w-OJF zbQ#H^1id?oxDHw!s5+FQNHJjG;+EX4_7^!^=1lSZ#%LX zCB$4DP&u8Xjq@()+Ju0Z%Izm_2fv4DzPvpZz9@SsuCO3$F(g9Fd3N1n`i~^IfEu`a z5hLr>3vLxBjZr0guja~sz`CI~x_h)&Lc{qW5TYlsFM-nO6Ra+=cNiPZ&v;jYSI29lx8Ok`83d7YF047Z%d=MAWQvAa2)j`mcQM;&k{5|W2VMG5`Ka$n@G0={ zxXN?!_}nQiV*4xTf}0hMg!>5Dtey z6s$B1=HTWl{mV<#GbV7yeut=O#)A|2i&q!D6%EpqN_8jJl9Jj9#d$*{O7V#I6axAe zo>bjw&hZGlICKh{D_;V4Z+rRQa!AkCTH=;sK=B+>0q^O`Dn?ahlh`KW{+SIVhNU}t zcfy;TB$4y6AM!(%?y;T6KSA|oD8htx#=F|t2L>w7Ru$Xo!rLEO$K=U-7C)VK?I|;+ z9W{f1EK`MY+jKHs0rvR(UFlY9Br@|KNEcXJ7Fcnos2z)N%TX5La(|T_=m~v`yG-W?DMkJl~!hB45kz>;) zM_rz;4?ig4yGf16N!xNh&(8CHvdn6QFyx|)stNpYuANWGXf#rVaV5S{%$jcf0V_28 z*X1F5VCHa@$HNU3J8EUybvap`ym+C=9eLpV`(Z`)R#rcDq&Zd!} zBt&r*0AMqZIPWONT=54>ZvPhUx0v><&!SokQO9$Qjf&8Wu|BUfCg|{R#ydnv zUwe)aIMfUGdoPUHHIf0ei664^%xr0}epnT#+3+dHm++$dLS3f3j~2d_g$m38OBUnf z3l=021JtiT5MI^ZsWI~bDGd)08i3aoI9ts+^g8<4GggXd5_}}d)Xctn<^@+*)22Oh zrCrk*GEEszky^)8Y3KXdYsZ^zB`3-JKD`F=wt7h`l+5sBh14_{-3261*~~N3SdM`- zU}x75G+m$A-!RpYr1B>0$*a`7Fzj(z>XzJ?!mRT%Ah^8vVO2nRFI&O=O z7nw0Wn{Dj!G+oY=mwRG*=0YE>Zn&wTkahMdIypFUlWm_Xfb|{E|H8&?Dc(#j{#e*0 z2*&j%LfgmA7?Zs%TH-KBmERzZB%R$6DeLc`x|A{fIViz9{Qy!Ha$i@?2G?b+U84Sw z+OiKu-fVoW=VmYH_ZG4DR#d5UOByjZWZ)DeChAb(l09B-*_Jf{BHtav&UVk*MKh0lBF0m!9hCX~a!^f~a%eNDiU%J{OxU0M{z`B*D)C{q^!FDs z52?5?g+)&hzjlfIis_bOst7q05DFe*50nGDiRAi|UvD>PE>Y9&1{gR2nP^ksELu2T z9F&H;1r$)O>#_`mB8uk#Z?R;Brli+}@@&WKf@E{>Yr)wxGoeD;V14mxAdN?THLei5 zjS13vo5_`$5k&%-u);`gpP$GbKtywPDiS!@?bu>-fMyYQ@EauROM9cRQXO#wugoU; z4$?1neQ3H-jAlU$%iR5Tbq*pQGMxB}IImK~;cgHe31^|FCs{Y6h1+Pwm)&GUN=&A= zi)|@-Aq7HD*ZqwefQh$W=ndAU*}Ok{Y*IpB3#IA|JybQBX)E^bF{g^G(s?e&yVD_> z)&QN0N4CnL;mTL%=$(?^n<>`ZY<#wEAz{g*7g-_xai(~E#}PqpQ%a*OW&;z}q)wT> z(~)K@cc{CZw$*+HGL8FVSit^G>hGpBe5&b^=*&S3KA=zK#-1O7v>B4g%4C;v*Y`69 zks=UsT}138#t%W8TbR)_TNp!Iz&$ScYgk=$8oO{SzVkLyJ4T>?CZ)N!S@xb;vKG61 zU^S8yTWxm>&Q*C2H*?vt7jxBi4*`6gH{04&P}w23IHnmGFO3ntMT*2B@Jgm(X#@f}t159dF;0~+7Aq|1a zMu()1VBtQjOpJ@_!siZ|Tm8Jp+k_3&Fbl8R#xx+cuWarVB{ zmEaA!`;`B`AF=BAI{t5S1=SQxaRSSb-m}F=5#{=B#m5IdJvzQ~D^N{1)Sg&IL&u@^ zTCX<&wgm788CUJ)&yMh;y$XS`4Myi0zwTEg&jPD7=(TZuyL z6D8)dvtGy(e|B~@BHH2hYAh=lytH0CgP~hZ1dE4KVNC&~9Ti?jmVo}+TqrXH+VFON zTwhw>c*ob6seztIU@$(DuR2#37T>GzoKT%HQ73d#owK&~%fZte9nKxQX?9Yz$b;E? zNO;!>g8Y5FtnmFB-*#yptQolMQ)@2B%nHn*iXCeVD4^-jvGx-hY#}Xd`)(#27kv;=+mPS4;$F1DmWe&fmY~mEk5LN^P>pl#<>| zgZf|wo@t#i0--XGgKsHO96NLGGk&W^9b5ZB#SGQ!zmj-ENF=BHP^%auEf*y^$3uzX zFzF9VI^o^2dTHc|ceV6(qZ&m0khU?7TsT4T*|;^~6>RIa{+VRa6>faCN^5l9$Aa#( z4s0iX{;H0`W6>)l^QhY6s_p^S)Ftp(Kk=W?`#t4%NCE<^JVD3lCCsmGp!cKOna+DF zE?n2ZiNDTPD*Sau_wldQrGx135;F<4f={vaZNa;32qch&}w z4elG!(`W&xzN239(I`x2*-L$U9eT_0jWG5OS2V;{dRYojU=B^Ya8TJKKm6WUH?a;< z7(jfnzKCG9W!YEqbVj@##odNd)YFdY#PnWP=RtnLSV`P4(=CKQv<|5)aYln5nO+!G z0A#XXPVfe~m!5)W8##6rI6<7QdXkRg{TcU(q0#joZB1ImYLM_x0=9k>`(1Ehx_MWL zb7uE5k9wOy&M;(`mdV%)lp!dkB@go%?~*aeF+`kmvFPy?;|%cfvv#a3~Dz3^6zbq8d()SAJV%19vDg=98 z5s+MK=aCQVTF`RUe}pXUi!!v|aMk<3dwivr8Q(T8aA;fVe4fjM9d z(7@bS)e#7M4@YB`iopHvuQehC@oph3=l4|kX~yw5VBohpJO-7Ris$+NzNTS5ds}8a zRKCat$H*+K&n31SGM#r$DA5)z@=}+?y?X>_5NxHMc;39v$vI;#ytMxaj8FSz$wgsM zN;qcz)%IFfDU#re&S0Vc^_0uLIhS`<$^m+HUj}knO`c$iIeo5;>(?Y^mbI`Zm%OuR zc86r^CUvKhtA!B;38b`u)yF#216ubwc92FK`Fe+I$Ep1ZJgMT}0>6a2j+KbD0wwfm zg~JLw)Sa0kyILP$$P`qWR-8H~Mg@*S;@a|azo6<3$1fuYGnWm;$(JUpIv?~ppC0T` z`u$a`$yhSOfOb*IaTxFvxDn;EUb-+$k@SwJ%W|{yiF6#WB-KxNO%BE?G_pU}2LSH&j zgHEwF&_$?oF{gHkQDbBn0AKNNSYIq_U)w=7vdy3MDmz%dc+N`BezdK_ikr`)5Wnz>}d4d9JVz8S}*|)Q8d;J7Vk= zbM(9+x5moM{j*zd3=9;C{PywsbuoV9K!?|&<}3B8)c~(lg+`AfQ>50gZ-{f*eDvB- zNS>b#(l)Hj#&ERGrHPN5&Qz|9Izqp?We4z^S0}ZZ(oj82p;et7`o#fvzqwK-&kJcj zKDTiDST06mY1ql4?6_;{(h1F_yuH@O68!dd&^CASYV2`{TbqIF>(1ycVuVEg*xY}_ z^pA_m-!g%aR2xlz(1=SvXo$q{9b~>;)|k{^-S=Smto?@Q*L05VkLt9P%8rgw9Kh8q zj7L!Z=knq|K-{e*>+^daLB>njpm?C<_>F>3=o0S_DV2Ny3Snx#vMRp}g7&Kql zAq?(hI=5cZmZqM(k6LxN>jib;BkE^1A#~@23r;=AxNJ8r!>)mAMoehB{aj zw+oed+iX1l!LJ;UfrR&Si-OSa6`!Fd4jIanqtp_dEW%z#t%nZmx$>P==f@$oC5+wAWbeaZ}h&bHm=r$7{95(YoQ@mE1RNqRm-w8sOayLK13YQH3oY7Kj3 z+qCZCY=#Lu%cB-tr!$T@NQ*j7o|-$yi;VH&y9rcVzdzF)xkjLTM@VfW;f=*Fqd=b> zyCz*?g3vU9E?ue(KGyT)0U9PTry&7bCj!2XFkN0uIU;lWHfJbPtJ5P795eJQ(y1e; zQmGUEE}B|6X!%JNXz0o2^Bz=1a~(Y3W(;MIQL@Z@oKK>ADx9yn5482g#HuOS{jM&qqOib~I$L7E)YUqi+DnD1L+MB28l5d8JxkK~ne zyX<~(!&ST&ccI`u3{mH)?-7@Gt{7f@n2~2+mq1eEU?wDs?V;$}i0_IkPA8eE#hkLp z3NXw3N32*IEyb$^?v3MhiXRCcQ?75*kNJ0EzTZm=+Mr0orx$xVa zrZEwQrd3{gf3LAlw;e()==~PI<#X%g*u+3xA_nlfAuS^b+O>7D!i{xwSk{!caB$Io za1))_(@-&IEZ?1>nXlF+2-I)}PW(Oquv@UE{yd+&UGs!N%?NH*^}ZGrlM{Bmw2ga9 zXKDH7i8&p&N)KhbYeb6t(mfa3*2aa~lIr?j<~v@buZ?G9wwEJ~##K}^L17xDi)_!7 zeNwXWawCM*QCmK-GpyKAeGu++k_%kzM=&3j`0?nGz_^x$H@dNGNaYV9t$)465|?WL zpZIzh`fD-jfYcU&J!U1hIRU4pxa56p;VM_G~^M zR4vDwl*TkrlxiMy@Tz>{Ks(0i!Z1lT`E9{2#F&iJ5+l)QuisI1ZCV#Svf&(GPs9Eh zbs#ZRj!eu28bm)90WQ}zdhp2i1@tr-^9hiTM%^on$j;>vtaK3bwD8-nt|lo5r{dkI zukFCre$86`3Dzw^1A@;g?%z&LU=H`!wf`MYLP_dr&hd=EVl>M{d;uRdR7?OR3fC#p z2bS@nXsMy-Y0X!EbYE`{t6Lptrz|`0q?}>6SUZD{$1DfWh!>4SKQ72o$S<+F#{2EV z>H8^A3k&APJlD0ls*=H0nUm~K*m2ngv*v9dO!*+j&yzl=4lBZOK&UU+2g5P+CQDsc zUsaB4or3rW^A`hN2>o;t3*nvizbJPtmj;Kz^>|1*i0EH)tuNIOSz6+2c0tukmp+P{ zBw2QzBC0y}))`wfqzUTk!1jz%f$qieu*R0Sn<)N!mD2X$;a(sUFv-O&DFDJB!HpgZJct>t!kA+AO%X5CMRnlyFkP^z56YVl!i2K zJKU7O`tS^Ab<_PiW-%LhpEV$SfNR#d_<#4 zIN?A0kq$6(8i~=%|@o2 zu?xkAWP#O2Ame8pwP^YXrH^uE>cZQ!jg&a+mwjD9lg>-2v`6JEH@Sg1jdM3cWl?sd zDGuL{h?`qCC)E!ZZbWR;0Um7p{58NI)DV+nyq75zrt~$dUm_23K@H#0(u(VHEebZ$ zw+!wUVbm#0_>d^D)Q(1lWW5F-Bp?+Ij27FX2CC(VGUXKHHBz>hXkcN+^TuV0v<$R4 zTliv)&$`XHSO*JxZ7fuhNrP@Ej_Rjk$DO!(jP0mRYHHy|(pyTr8{LVjO>mMiQQ)^F zy~f82w%e+Y_z5pJp`D(;@3!ZiITVKe!oGHQuUD^#vNFXe2ygey2Ianymvc%E_`%-> z*m1+VZ0D#ncPq!)VZG;H_XkUk8b~=`YDEG)>q?X=9M(1z!=7SZRGn`m`#gKf<;fYRJ7^aoHMn|T z2@TwHsYUa>Ls?U?4YLXLHqY;#YPkZ zqW*}Vs~NP>oy_fRye^{M)_!5BTXHaaD@W@_dyY_5BIqvqVX}#t80H0{OZh6~S$U`x zQ&XuctAU}d>_CGEwr!7rX9>|-4rx0xt!FG_y!NOva2QN~U~hdb{a(rc{vEXxn0}kk(EfDpGNp0 z694;ih)=!FReORmtWS^|RPmE*>QW%YUHU|u$8VUSo51Vb=M9pXCO}zx{BKg0G!|)h z{ze!cmxsJurg#zhyHN1uZ<93`S!8cf#YaBOIl_0xk!l`jBrkB>h0>hiES{DMaJjdrHXmv!682 z3spHR)6_dN2djjQ(rBJ?Jr0tHYR?*G7xo`%Bej%bv!=iUL<8RzS+)Jyttiz43RWk> zaOPTLkqUO*U=`I1Xd{Dnv{s+H(+jM{r&lzuzR#gx{0~mTe)n7Dz183Q&edtN2E;7& zlhevO^8u0(bYl1^g2v~}N~WFK5>Edz6AskD+_N)QH37HRjS_ENuAhwBw-9GTX_8K+ zUCewvNUU|v_T>IsaCq#fVHj@2k`r~HX+O+}caZ?=9H-5-Z)bKJEHReN!|kh^GED6u zh~(6yRDs0>UUUcPCqy%r4CX*vc=dP1HUw9Zrk^7<_`%!Y9 zv_8<7gYT!WI#Sw63-t|8(xo5$q?P_)0cy})dpD~g!N|fN)j7mUS1xh~2lDX5i!g6O z%hQMU{N5HA%D;7sxrpLorNT%K(?9u=dN>Lv1zx!CX4@aK4X(6DX!F3DJc=KE6B#{J zl+?+j?!-GiG*|b(f&O?e4*qW)Bq!7Vp@U>%XJdt7kTtWnaJ6J6Vq#%p<@}!`3lZc0 zY>AjynVFf1{FHJ0>F?Kf_1Y?(;|0IxwH>YMD{5(GGd6K#mIi1^6x-|R@yX%A{}>^`H-Im> zu+@Yx=vxIPfN)V^VIfh-N;65JPHe$jF(J7_Jb?-G=zyim01lN7$h5S)lBqyciG1U? zGgc6cw?LGExj|mLRU)E+H3mH5WpE9H@*9ArU2LU}cU4*jBNB z3I}f~bdz9-;MwbeTe-G1K!QFjfwU<^nH)$%$kNYPo=H5fmYW8y#RgKwu|5mnUlMw9c%j1r ziavAr67bvpi9gavR>V}CQ_3_je|JCv(e$Gqo|rzCUj`T!dy7E4I9NJV{);#4>VpSj zO$PuFx~He@?d@eT=;Z;jh7z#kkQ;q3i*&WQK=y_bxcwVT$fmGwGO;l|Yq)uU^nw7i zmu4y;FB+A^9@GuALn8L008lWHF@1b|fH&pG)X|H9-50nX+K0QvTdO|5 zVB7a5Q$bHm%JGj5a>ro<&Gy>#=o@1YdKlpM%&Xr9HF7@vlLiK@sIq!4&)`@ty+P(z_dVf6hPx! zi^;DFU47QCCgz_e{>1}hQ@|HMjF9WxLB2K9LJmK#af$*OsNIVbkh|Nr{P+L^;zob4 zOsy>LKIl(7&BQPDj7APfP|q(Te~~+e6#+8Adk;mcow7wZTZeOCM$jx$CYs>99WbH$ zZwtUzaYji@Z7sX!xH9AI+!V29+JR2cRFk|vI1^)G_uJ0U*}g%piPVpdaH zbLEjhau&fG@X2bsoTXa>WIjiMS#U{sZvYF47>I3)_}2C1 zAvzfVaaX^r`GvbLpitFk!)77T053T;d2yNgMMw-IXdyx4!I#ca*wDMSqyPP8e&Ya7 z`K@#CO{$}cc5yW_J~0ArXlh{u+2H>%4q<3!c5wIFrn?Y;hZ7+7HhR>z96*i%1kw>A zn}l)PU*6TWl^sLp3|?A#!r zhUkp~eiBnv$lk(b=Q5S@^M%$UcL+2D=Z2O}I-QuS7gE zCG`^|iFINhbSvf}YjH+g$=BG8j|&%;LuFsOZu`(eXGbX5$lyTUcpK!dCq)rOeo{tG z(v|=%-o8n4+W(ji+oR@;P%RUkz~%AjfxVbhj2E?pB3|IJRA3W$FEqBf2hXO0CQ!zv z_}(Yj(Yh<$m48>A7Gl&2%Uywt+xtejq6Dr!Y?7{ZN`PNAx`yLsyvH4P`swkA(BneK zysrzvAz~U|u?-JFEZK)Kg~eshA$+eHVzL^KIhrMVcab@>OP1Z)H6(l2yD>eXro?{) z87tG4Dz5h)tb>w3o1K0%r@*+Bnt~XW;F8U#L(i|kh8wrGJdcu!tH?aRBxs4EZaJE5 z+Op8gb5c54m0c_fm~DmaNC|neE;pH(MW{JXm9%C9g{Uz2*lN`Mk*y4S=|6nZI$J?7 z6lgAeh}CtDEqK<{MCr}hk}et$CxojF(th?|U~{w*W=M}rE|@eDXC&!NEJc95V;=#~ z7t7TF8$ErP4X{rNnyVI+6A?`eK%`aXgSq5rTtK`=B#IU)pFEmN)0do!c?n84moRN| zOi_12SEJ=9-EqS#dBo=#0v-9TUq25(`IR;6iQ{82`p-`6LBC`i0s?O+B5gz*pj(yc zmu(ju_Va7QyCiqJCsBG)VQklzVDxNN!-rwvYQ~Wh9FnWu3trNYbPmLxQ)%u`swX*e z!ME0&N0K?gp_zU0jeskvd+XlR3^(=kH6?&8uj&737m5Gpd@DH7bVTq=1YvJg*ZFkga@CSc(rYU^p{yxX$g!^n6#d3y9OB)2XV ziHeBH?$)?x&6o061^tb6)v(6sIqMlZ%^ckAvEt9sKH~>VETs}j7q14?X8foq#w5Xx0-(xzt$v{mjKsP=B}GpZ!g6D& zmkfyuV>`SFX+_yG1`1{;BM6qu6h+JKPlD0Vo5yjF*WwbsUv;hukr`efRJlVTx@|W= zv;Gv?C_Xa`Oc;%!Rr#!cOrg-_6K`BR$k3H@ocoHYWd(R0U+!`PHY@s8m?xlz*dPhU z7LD(Wjo)ppbqr0e1%y>X8GDMbvn2hkD3(*HgLW~bXzGbRiLmTbrpf$NrJnACV#_~+ zUo^E42^&;UJAUVoLvaCQ$XhkE1Jyr2q+kkc`Lw86w2XJn-BlBeeq$mAOc68I_}r}d z(zo0OdK-v4MF-utO8YO03k8P)Kb$R;dd9_~ZlK60xIJC{F+?e3l8Ft{|2$@#2HXJ= zd!7Gv_7`RuMCm~luFHsh-geX!ouKewLv@^n-I37sjv*mE4c(6%NW&+9MVGKjQnLpY zQwqJa>+KMHHC$owZ~-GGbNoQ$Kx=K8Z6e(088WF>U*dJbxITWVqNx0t6c77DQbB z;KY}~rsfEdU~x94AeJ`M>F#y45SJ=%TqcGl-QJvjb12t8_06S8YjBM?)~{KJLaLq? z|1+xVNylOy&M0Op0BYeHbgh}&Cy^Yf%gLr*z{v~urQLNmrco3Oxi{!Dt5&ORujtAw zM(IvABaD?@VYQ_9XB{NSovC`%;xDPI`@~x zI&TS&RKe>H@L{r_j;~y))j{@7Duul_wtiIIf^54nyem}e*sDpoJ+Lvl_I`PS%8^(8 zC|3SSj4B_FMM5#9^EQxSYK-+A$MM;MxByF3ufu-O~l0bNHQA4>@DA0fuWs+r? zNj~HZ>rrUYfNc$G?wKs33R?QVo?eonwp&R z3HVx5X4VK=7@|xu2fpy~H>Zxb^tsWoQkp5e#~GRfsKO~|9fkHbO0~N~)p!04-h6pq zNH=&C+#1L0jaGV|2`l8|^Pmk?H5F}Tx}Z^wkQegklSWu*H7ZLP<)p!tF+F2(?Nx}^ z)AXk*Up|Z|Z15OTo;KmC4VqbmK5@)PMELU~V!fyHPXV67{}GMY`(gE^Ip7voq6ear zr`3bgXtj8($zoK-rfB+Duk*UjK3e}|XW{0&qF+u>hHa%~E>ykOkv8J7E;L|; zI43;7pA~)BAy>~r-hp)RLhtf>JD(~QOro<2f71uH0!BTEr4(pjy=7)7$~(0WC_G^6 z^&SU4Q7qG|KRr2Y1d_poiNyb4MCy~5n-*0ESz@r3OWwnp_U|ErsJPvps1q9^i0jCbM$uq6{0-==CG zGKW{4lYQbT9o!br7MFg{Y}P7!Nc!U%{9WlRdj|C20*M?VoY1Zs2why&r83&B|32zA zBt`K|cuq!yRLK`p*BilLtp6+v>j){HPJtv*L*ZBOkP{Q=2s5e@ROe@~GLogN>HM7g zbp%68oIP%;>@YiWSmO1Kt4lDp*Zv^4rP6U6vC!P4U9r)!1Vlkf*>y50WXT8*OI`OX z%E`4uF?LT09pf_hThI5At>}$r-td>lsJ$sgt9snSXM!CgcD@hu@rX(u`TT6Z*+oKp zf*`HUuc3D`Wh;u%Vta9oLU$zAUqY~96!Yk`6J@m`U%6<&R%rNCrS+6D6(PreU?!u3 z8*GSkBZgSnB;eWNu4qCwMj06E&t|1Q2b-p!R`h!cRNW~7^0a|1f>#hto@xj7P~h5z z5FcXjgDAh^D+haUWv~ivY0W*n!LKC=tP5PaJrckgy0A#d8k1#h20LVVf?Q=(24t518`|ic228SxbqRS91xdPIy$(p!7R!Qg&s_1E>Ss!BDY;O; z`I*BQcq>?@=wsogsyWKYfVMe{-o~6QLx%3R>BT}nn?T$n;4Qd(w5uPgif%@eKHp=F zIBNV|vg3`U;$2L@it|i}@m%cq$mWfo*LJHSJpr#{xP%fG1GKzcS(Yaqr>f(8b0dQjAuBCbCXz` z@E3+rAFp|D!xh@upxS1;B(Lc>rWE{ zJw!C0$No>z11-O^LIn&;A)ezmdfY&?X|jK%L+JM^gIA(Rfk?7}j5=y$kg*lb*eqsC zc!XNfxcMy8ZnFd~NJwQXr0w!RK%r7Qx3OKfEPm{7MNCySisq1J~d3d=)S<%+eG>8TH8xHzD#f;)OUQkb$`MuhC)7Z{FsEtn%(is_IpK0Q8%}HR@hTLecoE*0$$r zMgLrnQAR&vGH~#Se@m?Btoya@%!Ad{wfLYyKAK2ygOB01>5hTDrM?2o_2>}mvQAr8 zB=Z?^JU2Aa8VGTX;r$Lz;~_a5$kkMZ;7NET2q%Lwi^dl8meP#0TsY9rAxzC6^zJN# zsTOgTyGLX=tFdW{3Zd3b3Kt)OAAwk!Ih7z)o;8n^ArFdY;m?Zi2JoK8?|MJ&6N+K( zPsbvz;??Ok6#*oPLt+io-MH4|W1YItG(PFsCnEJbCTD8t4&+-Mzx=C_wFC|2@wvhn zHp^ys!|rMgWDu4o-A;$Hdq*>Orfna}Hi3Nf9n$c=5crA~waQ(>Jp}>W z5^p5d{K4f8ia_Y4xu?fSM(Ubj*|}ApoNh(s3LdQ4U53id1D{f&fF0uyxqhnkV=a@v zjjAA;ph@g)WJ(XoS)q5EZyLC-c>m@YOqb3!N50G^p=XTqb*=uE5mu`Egr1uBN?Pam zMgxVnGV894sN?EwXDOEmAPhyMCYeRlP#7+lnP3Ko!};-l^i-Joc@NAIC>LLDgt@j_yp6+9M;14u^xb_ z>N@q%QJH3G=V&E`Hv`o6)sE0bCY{w8hN@92y;T? zgPZb}sLD?7)1X|WAjMohHG2(5OjVQ`0}^b3(-`XMX;Wkh;YzHi!YgjbU44;9^l;5b z&%rX7KjP;%2hdfD(A<6x+s2UF6g=Uv@x3t$3@4QaR<&xpx@U}MKP8O2^s6oL;?F?;w(K-{5k@LIqB~c2OeR`_XmFoTi(xNr#@t&Abl0Mg zIOM&3W@*DCTb)|c<%{rOfgEFcR^78GS>JZ_RL}bps@PB{YmPxomcQ_L2?^`~#bNo( zc3$h&nlXVO) z(jJC`hcnN}i4xz%f;m=Q;A{Fo)Dsb0`|qn^EAm)?L|K$+ZoKRB#JL)OFQSXpdS5u! z4QPB3v?I$SM-Wl&^CpbHkg4;8x5{zQJ&z`%jEe2oiQo*gI3HrkakE7x&YJfG+C76j zIa(&==Z5X!uKPsb*>$%T@qzFdxzPq9KlUHoZXIBjCX?Eqxj{`QO#fTG0AWlt?fD-! z@Yp@twei^=>skDo9!$fxzUGQQQiCDH0dy$;Ue(IkjyQVGoI@c}m9S*s7Z5fgSqSTt zCcD7u=I4SpaP;FR$85=58=2YSNIZf+bq$_3W_?9=3vfW;HtN_HJS~vY9*_e>9g~pZ zNBYSDZoX>})lF=tXcepL%<4U<7Akm06w9_HGFlY{ zm!UGDla&3G>+Vo&2ykP?E4;3{rSgbzrj)$#fkJgAUim75@Ru(SKUVM{7)UW3M8ng2 zarr0C%@PrtwQ?_AxAO}wed52SHOs93plQA5)z-R#5KgDWJklQij!+^lTiQH@U2dDo zpR0=My$S-cvHN`Z&lsCYJ312U_8y2igiBug!9S?EUUir3>WUNFhsVoWGMqVrhL^I1 zsQF5MX3_-si*82;rq4g;_@DUmebUC)md0N+PhY?^?@-#~t7hrA>G?h7v$Su!z!Dzl zLMrfZq;(LhFO(Mv+f4OZ4i{v4t;4`+LSJ3)vxJq%`lZ$w(Y4tq$7mBO{040P%dQ@f zO_y{Bsx*!6KE(QPp0a^kl5Rlu=IxXg2Y*XAz`GPl@|*&#+)mwqN5%r zAj}VUcNrj7kN%8ruGtB7C|Pd}(6;jI+eWAha`hX??iP^%qdCr-&?|iREFO?;-gH9g ztY4$kf+YDReegK83gcMV<@lsqyvbF6Scd8wHKwreq+@Z^&>1+Rom9~ zrUg={GFESNfB^zs-IVDRjJlRZkvSykyNTV$ORjm1yBn#vF00rR;nJ#^z-v<_Cyt+i zB6LH4K|%FHN=*y0DKl=urYQmbNQFc-_18c3)b?$?jN1E3xSo(&5QndH@K?V_oRZ!W zi`3#jCDVqp>0iR>=m?{1TTYTE0gd(H}XZtXptLfZU@Iy%0(Z=r^B7I*tc zfZ+rqrTm9N6JR#~3l4{A6*m>;A zoMt{ee{sLkPLpx4%ah4}s!y5*^or=DfCjekwA@YPqJ+%e)p_`*qCU+8Wn9BZ+6RTnvC}Z`ZZz@bKtPxh? z^R}gmduZHBQJ z_U(=!eb zvqutZ-7v&y(P5at`nWyy@k9uzGWwA(yDaySyfpaixsW44b@)B>bYH(HL|)F!3`Y$s znEcZ_wkJofh)GvQs^iGy1K?@=Sd#C4z6-0@v=p*I5EqCY2F*JG$K{E@*Md%HReaJE z;70D_Fz|EFQ-+Xt3*VnYm@tzbqWdE*OGn~1{1S>s*<7mD3Rycb_na;0ZrZF=?+Ob- zW3fAL(8@R1{+VkN84;K#N$nBfvxOJ)6ovD-WZH5mRLa20J!R%I2}GxSoo7n42-<72 zx3B0E67A^37}s7A6B6}Gzw1%H$8Y8rlNKW?T#vb=0_0M^Gf7A|001K+R>X?aIrQFjuxA*~F6RBR?+hm&|ADc0bG#vmH!$HY^?Y2gs&r zc0TjB3Uu9Q?3UVomn1B$WTJf^x4oB8LjJdQGGbYdV;_f&E4NRt03xHK25$R^>oJkw zSTS(cjWb#EHmi-aHnn^72eS^^`4u3d=RuGvpV0k%MWc2oz;@S(!3Y~s2 z@;BB(VY*EOvL#f+c}x9pfvq^VtP#L>`-Fb{)U87nmTnBB&%^rFo;WRn8$Rhf@e+oO z1iOpI{>8tED{&yh@%~@PV*fIjix09}hFjQ~mnt6<6Ptt1LsD8ARaU)%pA$vT;>ei*=h{A-jrY>?^cILL8;n$(Z zzhs`3qFjJa&C7f9iCHQ|`^mT1DviTp6m6^@LUc~QGNE>1#bMV{GM@YikbICj38YyJ zBiGxMx4Nqbp}((E|D#Qh=G|+cPax_=AgUym_*96Ek2EFsKE6%3{F~7Q?K-ns*D2j1+CjeK$-G zdG8`NPk#~J3XXO{RVG|52A_Qd8uO|mGgny)MxjigUP^xa#{0)=z{AGesvaj#O`*5a ziKU1r^2?Mm03pWZY%ZH1mFuDX2hWBRYk4$Z>J4L*yl$dYq5$R<@&V2w&lHIyJ`()9 z-=@2nq?{z_Qk5zH6|HJ)vFy-E&ZLm)(=y8gGcf3gI-{1khq7Jx3?smgi9%FoY(;Ul zWuPYKgzuVAO~Uw@(P-M_gRVAxx{Io8fvU`|upVgsthxD5#TK5HO42C8?=dpedU{0 z<9_M2CEwD80<`bC!P19WH1Yte3KeV@9@wLz&=QyDna!+J7JO0KTKEI+b_@FGT%&+7 zTOIE=D*_4yJd*MJR^+lNPRhnVO14z_KZ$Qt38d-H@h(|c+Xn$#pBS;VKBwFcAXny3C_e$a*9%u$*2DI4$)+^rqhJ~iee*&oaT zrWLg=r|3&7eTKqCA6?3|h;N$qaBF5;gafG#o}mxDQzj*o>ioF#T3e;=GOSyOzhgF^ zX&`pG@-xP65ABnQM!W{B7&Ld(l)kmv#T5=G0@w9n*sajxAjR|4?los0H)Ej8S26mI z6kjnj-LLgtJU%V7*@q#C&A{Wk6=d{6y|QiO6_C3wCPX3(BF&=`UbEguqZ<|1ONHUH zEb)2a+R*XF^%C7NiqI-O&jF`M)eIq&-Tv!lv1 zK$3=4e6n~P_T~Xc2>k@rjPtbZ7Dr)#MEMg#f8qne0)#go!eh|YSsQpR7b`gDZa{>% zQ~Tp_j{8+EPeY^@CO{1Pcj%)&r1H{yvMj-~Ko^9R2MNy+*>MfA6`9V&Kzc^@vfHtK zE9oh8;>cd@7WFZM-j^p&Go7NK#3`J*vd1gvy=z9BHw7I0nevg273u$4-K-O-W&|CrNDJwuG|fF*IZwHXr2S0t(7zT>t_ zVN?gSB}DAy!~0RPl0Wpzt{&F%z)I>PuXs(G`PPGv83e@Oa_(E*x^y z!$QAl^`GD1C#n?~A~SqD{xqDBOL8Olz@eoo8)kB>TDi8orA2?|!Z3D|G(1)ZRoUoX z8rz|t?I%xQ4tK$)nux6n8F^D|V{B3rUcmC7WCl?RHN1&GGMkh;4d&&<|D=Kcg+3j^ zhe5Px=}9yN<<{<~s4A(i;VaERAFeDYPG{TP;~K_--Tia2O!H*MAePxgw;%+;eff&? z9m06z2ZFY?MM;Qfuxh*Fi(t>HAGzOnY6MLCmzW^KuYh=dV^YMuAu;BOnC9xBDGaR% z5W_D^5DW{%IBLu_h1*wvWa+gIDmCxL{=$eFKPyorRYQxeW?6>NqPV2J33ok9PBI{> zKslR|#6{mn7&iLLkyg5nV)}kS;srSPG4q3FZLljD z!daaV?MfHm0w~W$5;Jw?esFx`%zXZiPE*7jf&bolK*^V7iI7!0j|u!NjjV_}jkH`XIu1KYx~krJog^G9(6 zt~F#ed{ym_Nx<+zDQIW8Yw2`3_Z;`0SZd@x_o{0T!k|V})Ml#Ve?SlS0?l*pl%Oe} zX>$zJG%oZ7C}jnrhEAuJ9P7xQUsmtDyf7_MT#b;vEK6zS6)<$W>IHiVyi6O9__rbD zjB)rpWK1a)*om9m4U;?_>d0VYpDXIDH!37vz^7)MZbH)<9x&za@!!?I%-jsMVtZ5_ zE*csQ);~<*{ke0_3~ba9{;MS`%%ZrD%=O?mIyvS-&?kGV4v`f;?_)7pX_Y136C+JS z#x~y1(ekdCFO>H0-sbEA1V$m7&y}(V4|l?5>GR^X_m$VS4g%I_ALnJ@MK;q1%(h8! zh;q6?H_x@8g~AS^O*Oj+Nzs=hnB0mulQo;B{d{gEq3}+YyxmHA8svv~ZCJ<>HsyEl zA4e;(s3;_d2u6~%&BB6pp|eA5wWvifNJ`4PR!!x*wl?DrW=7>q89% z1X4quvOaJtR6AJF)1EB8(s&NV`(XJ#1$z$D&FWTomC?{75!(huW(NA(B217fI92$8 zzcqh<@BAPAr;D!AgeeNc@{b5>b>}I19dm>&JG6~R@wBhoG%_K4>J~8ghKyqTIS~E($k``>sRXJes@QU>sBzMso-FeLdq*Q6% z3ZBf^tr5H+*lkeJVa4~qoMx-jQ+kttpES{iE0*?J*&*udO6d(B+#Cm~Cn`DH=;G4< zDos9^RO_E~JL!Som;&_ymkBBLT4CJ`KrF>WWQTroe`tLX8Pu|Y0dBi^9bJ>Z%0SHv z86;8slZgrs7QFbtwMc=vX$+WHFC_R-?7E?s3&alC@19aUGdu6(ee@#?hFwDUsh(5X z68#z{eb){9gFK41WIoA)t><8k(rY|3D0`krHXeyx95~=Qw8JiaDnVyo_|viUBytG( z(EOiC(dBEC>1UJ8F}M!iq^_??8Cu(C2mz#H(?=-DRGKRGxu=nG@Yo;C&{M#kIXtUe zd%1J1X`3{Ar_)F*YVDCr!Isx@traFJz8+ukXFb8)tjf4HbtW=Wq(rG)XxAif7)4ML zKLlZ8go=SaFATS;tYq)O9R4N4a|)K9gHlo2Nm&^c(RN_~&|+)|ThP9UWduRogU_4g zG(^x@k}l@E-Eakeg(FgyA#034H|<;pxF`Y=&5`VF{odoet0}SbUS9R{0;0$XMZc96 z!Zh*f6P!YC1))v6AuX{&X4aez;CuT4GPjJGQe}OO-14`Ls`8G0g$fslj&o}o5qB0t zq+1IL)(8|Ay>C2qwB6#ynvj&2lGH?H{H1HBT>sZF@G2tt63pZPqNji~yLX^K|%tocqmR1RZ~+wBC0l$O%n5)nn0M)QNtci|zAmm(%8 z{gG&Ol#^VJNxfarE7ep?dMu`VeFrge;Fy<5R}ml1G7Bl z6;S8N?5<78d7_a6SPa3htA*gGcR3lognN0o0lJ#n#oi_Fh* zUct7_9e5QxohuCeM6>OxH50Bf_qjKQygwB`dVLP4@3>(}M#G{BiAk*RbHt`^F2~xb z>M<3hM2W0zQuBRJ^;HZae?^|f`Gf~JR+hp67H+>pu_n~?;kLM{gy$#|rnirg0~cz2 zb?Hh7o^jBt#eYt>zTJzt(IsjkNb(vX zBRDSo26MRF+EazKBDI%|#S;l9dZH4KA$lCRzt>Fg-Ns09?*-GO6@Dk-1AI)O=%)G-M#VKI} zs&YuBP~)MfTlY;wxNO)yjzXki3}2Di5;dx4CT+yR!C^5v+TMGR(~K!iQX0!g;NbL; z8G&y_piAt=SGsi-K4A_9i+(@hTEvA2`tv1LLXb4!hd?3b`sx{u3-3v?90hrohbrA_ zpJOzM@Y|Q`>Wy%!_xz+uEcY~?Y(z&qd%}2Mvu-`J$Szqak@ggQf6j`u?D8Uk)HIsk zN>Ue~&E+#yv_wW;z0N&|%Xqxhi=}l$b5{Bn>5nFzRx0=AX)5Vh_=Ta4^N+q)&u$6f z$+UbZnC!VRGsQRnF#+ceh%eB!WV8-HXQABKR00h6SjiY?po$f80J^yZAPzq9PcP1`ba?RNs7b`xZHenjnes?nc}0+S+|PZB!DCvkf&5T%PB z4rxi0rsdhx>q22|zHUsxONNbEXZH+hqZ0UK*j{P>@+2;;*RLJc=#Y*~0sZzGAu6zv zlVceWnYe5IT(K7;dP{Cad33oiPbJza(r~qfd&5>8xd$c^2^hlT{^c?|u2TKW#oeG! zEa{hI37_Q+qAdC`HI+G;X%}*gkejfEm)refWH^P^gsQKTdlzFex4dj@clalg(<1F1 z%gkJudCTfpNgpCNhGi@WcNC$eQV?5&Do|pb!ecdmE!Nd}-!`h4m}UsPp2>vXDzMe4 zBq?@{N}(6&Gr+*seDQW%0hUo!c_+#YL*w?!#8XMD=(!x|EoRwj#*}#|MO;@!pKp&ay*@LSp4G9X9vG-*O@SQJ zwZ>>o_dy2LeT^#8s>;2Xq7&pi#?EKbk7lz3MWfVh&T$`ke?xexC4igW(AORon%+eF z%vd4yPRqe)B?hx94&gjD>QhNn5A5+Vdy3+Wo9wDo8kJ%Ybv*SWRKc!Vi*yvl2U&J; z#>sYipI8ArTzx-F%&IuI`Q20=`y8}(AJlSD^aWngrydFxOYI5^Rkf+QI@H`m+&ZAz zs~=qAs?x}#t{i4_a+o^d$K}+R%a<;H`l5yW+vk$lP(12=Aak6Y>SVCjg4LKWL^x|B%K`H_ti*?xs=?sdgB3kTL&l5f&i5}jrfU{xRpkdR0qw>ZP20T=V*Og{flC^VtSZG`W7uvNu^9Br0> z>~IG-j~-0yw1M`VtWS`P-mRr$aJRGiB*ooKjjVF_Gm~YgUvF?vXHf?|InC8L^=bD? zOd)%gwUQNFX!*?&E5~7upk5m-lULL}iv~ya>S&|q2t1)LrlRF>$NRUyGG=GVgEs>L z#O~Nt28@ILid5q`0jaPUhT2H^Bp$B1@q-sQ?Ux+C=&-9|B1xAM3tl7VvZKnj@ML?bIeXfGOz$_sH+$PLE}zf4*W}X zBB#TQp()qAQ0#fyuP|=;v|cBe3-NPC?}XxYlNh$OD&Q$w;N@=1;Hy^$F6qA|Qf8=@ zf~X;Hy|`ltN#?HPp05}$+{e+~_;dn+Sa_-Q#&89m=t6Tv?XF^-VtnjJMGc&T~Dq3jK9Mg<0C zzIrj*t+Lg{BR|uCZl}?B!;-4n#?04TBh`yM_|;a5FA0i`%ytO*^(v3dd7tn~%e;_c zoIK&ryel0`p(H&4+oH$g7-uR9addKv+a_V_a|)-lhC2fxhF~^)b&GcnYL8rUsK{W}axJt1V$s+PAOdv>;6?(j!*gp^PTUOl zfmGumYd}74yYK8fJftIalMAzb?7pU#j0?F}^%hufgH)FtmoHr-XP@+#r6SE>MYH@( z7+59QDwfWg@5f&9>$leS-m*}WUxE&-GEY`gf5HB_Fc<$93h*D+hi_+S3CYdXlqWS&F00LD`o4p1n0%t z`I_h`&Zfj@>vimVvEON()6MH8m!T z4K=mS?~1;W{+rghT`M`!UQ|OxOi)-<49efN9q79dgjpi<7gny)QlWA?4+zk~6>qLP$$QfP7FMen}mb z>)SfaxgVsyKRo;b*NeYxvu1m{&K?jf2rM=v5U8bnuK@ah?f;m&>YvtcIP2uRF@RsF zYo_I`_5PbYPykCQH8n9^Qc^fLI8i7zG&NB$GbmB9O~1Pe4b2V!ZtQFufIKy`e40Bv z!>y}n-gD;`ke{l*yE1@d8W}*>I{to1#5h04&7Z{&Oy`R?AAEm#BkaGm7GL!C0nqU8 zb~n^9yS|dB%8H4>>X}*_-TrJ~ZD#p`c4BsQb^t{GH2C-im@5AQfrEs1aB%%z6a4Pd zp8i@q?#_we@ZL(#u8hvE9rC$Nt?f(?fBxD(-nQ9X=-(P1A6z`tMe_d#0=%R1OzZm( z1Q;iyD=Z+YD5w%6aHHh@0{sA+ceTdU>Dl>%^xc*l-i}S@pOu01cVG}!{|C7uxF;h$ zC}*3@60N=ODMHKV;pk%TYWV5*Y-41ne{kpYx8?s)fF?Ur(+LvWI}_tDQ0xmq1TVj9|XHd*0g7+W`P- zW^DO+v%fB1pOCR3Q2M4O7atT)vx7jdaxNHNPGA7DeN%bjKby~bi1|OK`3v5;icDZ$ zT6F#xbJ(#G{r%5M@JqkH9A>}sQVY{7s{L!Q;@|(_0J9r%QfgNFM1I7AN$==XE&qU- zaT#s?-f47*YkB}pCs%9B(EN&A^<6R6j^u5iHMG_L@wJ`cBYo~09e+`3%WE3FxIF`+ zucvSN3A#sWHe0Vlyv@$GyQ=`s%LYdZ)$7< zsCTpniq6T2>Df!?3;8?I4|r$rzSN8{_lQ>lkp3@B(&keFh_$Wt1#kj0YwznC9|zJ0 z;_SfK{9*YuGB^dK=U4;&HJk2-)^~iie>3~O1yA|Oo%0(S{pySVwQ~M$Qgv~0tp~K! z%JU#9EJ^$4Lj{HUW{vAg}ak+ak&_6W=rmugf2U2He z=krrnU;qB0S$)z|I>KA_b^P4D>=Q!=0PzHp*-u5omVOVcQOXjW{33xYogkoaN1vr^ z0BPwR5~41XYdJg&KfQ?u3V{U90%jzK!ueN+e*R7ZzK&`k4`i^}Wz$ToB(AQm2RWJX^OVmwL%n&6VKi0wN%vP!F;HEtehLj+tJl^t^5=*lhBAmf#{Qxt!m z&{}=K=ZQQ~_cdVOEcBo)*mK#VlX3Cy^yM}f62*9pq+XoCJPtFA@dLsZ>dA_(7IOCaKo% z<78knI?zs#ARtncA8S+--t~zzReL3R2`3*Ze@s>^m>B9%l8?BCPPn79-)=isp}IWj z{!G_C=MMG{N|ERe^~7OALmgy9D)Mc$oS08YirA0;$2}3 z16yKtLA!YZ zF)-TPY)ofs)3DoFIR5(6an#G>7ul%*_bX2?yCrob?8U1_`n?v^?5Ti)9 zXHO-|*bMB~u7bEJDPs35kDuF4d$%cE(=|8^ax6!ER%qIUj~_d2BZR0X0j0VoVTeGa z+WwwF4|bp1NLSIGvg;QIigE8{{Ea*0?(yZdkD-KB7c~_uS8~hvru_a%aiGYvWFRpD zMTSpsO7o=&*0daJYAdSA~FNyrPmj=w+@dKxs`paMcVF?Lc5cd_Il4JF`lRbm${9xaw# zh0I}Q`@F`XL$Zuii#E0Vl#7c_gPR4|mrJ)X`VbHVNwV3;wc&ypt}0^4!v^v(YPNK#;HMCBS{|v^2a@MlBX4%tLaiFAbq3CL!~Y^j?Yhv* zwZvRH&iSY@2LsMFb!2ZM#a6m!W^$|e_jdrTL2{ar_9>o+~#FGaq-49Xv zT{2$7x?SO9_Zf0Sz6tA1JMnWG%i+Tq6L&^y%wZV?(=`!giCT*j$e3S-dGsA&^&4Th zplj6!eH9@y1}5m48`4XQFVGZ%RKRA>{V)SsQ-tC2c2WO#~R?4G!k1 z@K1mbMe{8<9g3GQG3xNL<)hWxW`O;tNFs+%{AWG5N_DZge9*cx!31}k zozbrTTC?pysRcrD%jcL*!jRRC;5*ng9HzPYe!b;VPFozxzo8I{Bupxmw+617ahADx z;6Ago^p#H7@h_oo@d3V-cI)|F=Y}$WlCOEfP>O;~qy5mC9>q+~bJ;~%G#K#CF)Tpj z!hpA{1AHP(J=EK)(i6RNcHm$X%_k6S(kYicsozX4Vw=NL=wKgcsPz@akr!z3X|*UPj=2^~_0;2F7r(3T90m z(9;It-q&^PZ!Ma1j?`%reUsLp&(nSI4dE52^;_0P+lAOkt>X^HhVwQ;nW_?DotKR zqWgmI)it$DRsXdtrXG@G@PCRm!rDUF=lhNp5Rr6V>+#h0qB zQ0Xw4pLrF0801~@D3FB5urZvX@z}%HPeZTtU}8N{?7i0d zj;Ff(S$R<$9E9Bp^0*nlDUO{VFp+u(z)DyWQsEQAwqpYEaH3vU0ABQGfO)ns>)*L;hoEylj!-6f zkejLNxT*w-9lKYbz*gv0m`@@Ws9K=%X}lo1H<=Q?c#%%iI2^?e-nT&*{kMOYOJUz% zw?0NgXZN=Blp+wdQ`D$Pw=H3uPu`2tviE#fy);Kpm#m_dNaN;Pm>idRxvB{h{ZL@- zChY@L*#nxviKk5d{Y%6&CbLLi_$|$tg=8p%Qx7HjD=Eg6v{s(%IQ_=^p9FdQ{f^5= zBcE`TrnCO!r|+1s8OA^SNtb+;?#bQ}Bpy%1r4%ly$kd?e$&q z-*s!}%=Vts9asPUO>a&%zF}T+U4WuoPgfxdBxSd*3v@`N5QFic`)7x$4m`f24MYRk zdEuu*Yf!))jo4$#B5oD)Sdu>pYyVaXQ25nwtCkLnzNo#78G06aS&3vl+KHmb93)khU3(E?$ zCjbMadd@V9bLF$ENt|^0BotV=?y{peIQ&Tv*$ENs%gR_+s`Xe6^h&epL9{|(fM9_( zE#lZ()c!SWq-qt&PR=!j6;I$$hwS>Z)+}z!8NS4(eU@p7c!(|NHyp!+Q7;)MM0ptT zao2&-WJ@rFdv_2sy#vkk*c{QQL9UlJx11chbbHGDOP=eo7qWog(i(4k#55u5A8Lw- z=#2i)(m86n9Lpv$^JREc=`2j}4mr|-pWYcXR!cM4r?j^VdJMkrsr5#TesEUcGvH3M z5L0BuraR-f_qsxse!$v$#PW?9b)n!^@T-&#^BidwPpq2DdB&mfWfe{~KEj4lWDo<* zkT>M^JUnHr(9mNoN{Pl&T>Weuz&1C(NO(wPX=L3(ma#I?pcH7-I?gYtQnQ-&8xp+Xry^~MSnj>~~9p=3-Rp-h5= z=JSgQRrMjR<`^gNo4&CH3WGvP4NZWK6*tB|^S#yg;v9R0S|@p=`IdrPxnDL@9_VNT`g z(bdxR!xFRSWNM4GNv^d~8Xlg7EJ}jh$4PNam@S%!RKC<37dK0=KbBOIL}hwqp_fc# zkPfb7sPiit-?TGNbw>7bLXqC54P_Idgka*=mC{Q2){S;7!p}sE$?Sa4V780VPk#(= z(;Q}Z427hFQZ^0csB+zj#)!Ul9;cWf>T-`ES%#l+I0XD)>C!0oNbU#;%&iIJr>tlv zyxHUr8lgt~=Jgm188MI)G?&r7L=>zLpjtR3B;)T6IJ8nr9Z3TjDpAM(*TkC1Qr#S5Af>vgkRL>rUN4eoTa@n7?{h6c`r zWr@(=h3*VPi&*hOdJ@7)kM<(nyL7n8I2moW727)GaEniz#=&Zarea6W zeg%IN(wfu1-qpi-h&+&75XzLzQNFbfX%*3Q8J6*dN76wvI=XNyJMwAZWT((iEDP38 zg&yp=TqI)VI!xS_Ac7L+-MhJBX1s?jDw3YEdbU$r9{gXd>J6_Y@6`b3bX{#>Qdb7W zWBDyR^$@|DNR3e{l<(<>J|im9G*k&aRqqLJrb$=2ZedoHl_XkFh0Ih6mG<;$Ev;r8 zAzEq!GehNc?-N=jP92&WzKQd9~L-uYygDni7Oa6#&I12?id@9LX-UD>yN3uLUaesc6#3Kwq?Z+zkQaS=KI+b(_N zHxZt{^CNE?)~n(T4OJ67GM-N{58;o2Hq;t_J^G$_#j`fT=INSEx*CvxY0S>E@O(UhN75j4EIqv{^eO;_BwXVcj0msKO6;;GO zWDC7*`!gN9@?^GO<<}ZlP4Curd~TGdi8um<)G{+1-npz*dbR*;Jxg!JddZrrlD29} zrY8eS(!3%Otvj#rcw}eFoFzjdGI$Rv=u>L~x0=Pw)n7$g;#tmly9Ildj6}nFTeudW z8vIMO+MHqf)u8)?&L%MZ3@Z;^gE2t}QT0D_hqc$>!7vF9d<%I{5b=a`oQcSxOctlZ zb+NXe12Xv!7nB#y3y)9=n-4qO`8qIlNC7#3<02;=o7uuG9~9vcYGAPC`*D<2-uy`u zXS3eVtWv*ih9+4TJV1A33gqS2B$JvI5zeXctOZHMg^<6mF@P9n8i4ozX>pXGvqq$@ zsR(k+zu}I2q#UA5J-6nJELa5u-M3?O%}z3qiCQ4P0s?=6W{_)F$JUKJkfvq5^U$E> z!U@4MqQ}{p-zbEIKbl0Z`y?xlj4lA%# zJvyw4VWXIesPEQwaVJ90W(FbJzjO$ST8(Nm*C(V0Jg^!>?liHg46OQ`XANa%zbEWO z4u%=Me`HC~X&z3P;u1T-`RTU*q;u@9&WQxuFsIO#+~FiU4SvsY8&8|_Fq)+Wf^fH_iN|2{SY3YW6FRPtsYp%GlV_rn1Lnw!T zlWtjs3w`#BqoF2&4nX&&dP2}+H6dyvK~q4gHv;oGGwtO@&BQ)GDIKJ$L9cPr^Z6tk;zdOoJn#qUZuq;7%W^QIwfb3Ct{qR z>4tq9O6xl49X`=6mgee7B6d%&0_aECJve3h^TCNbB!#^$eJHXu;Q90Q?aa`_tINukdyy2O)St36~jpf-q- zhqo_T@ssU>KAb1@vY8+$*dw6#h5lOeN2#Uu1zv7m^#Kv>Yp!Az0vq;kVc1y6*>nk} zBc14fkd|B`p~4t| z9Ka)4M4dx}kO{#G*~)y^@a{MpMM`#9JG-9o62w>aPWLLoUYmL6_ug1HVxf}1#-ipM zbC~~Iz`z=WC#bs#bO0A@mJ|iOHq;M!Qo)&$5@OQgV`E%MPPsw7ROjJksSsTC0BPDz zw+nY7C#iIv?7M-d3Ut=?fxv9i+R7i^f7jW`=(`$KTy?J{aTwq>Ds1qHkzQsEyPX|R zwbU$kLqL}rdhLta1gc0`c)M0$+G)zV++HY|o1R_ndNewV^KwW--B}XoGGD=h+DIor zo3LCzQ}LV{U1*FfHtL?bnulSvy>w*i7{e&gr&Ba>Esn z!ZYko-5&|2aR!7EizAHL#nDW>%rm1Ui3Nu3&uxkXvio74kcW%z$!;+am>Vfz$Se< z#n!!ky$nu;z~SY4Uhi?`;Z3-p#w!NgV;G%NnDmt|g9P5${6N2vWeThZB*4a=Vk>rm zS8TJVPjEz4u;6cM^*H44QQF4*eYEk4v15$z(YrtTv-(0K;=3o|?cNw(oClICux{_0 zeUU+*Gc5>RLrD^_&DoB4)R;L37W$4-{%NB?;z&Ylu_w1AUAxjM? zHl5N}R_~iN!gW8kmj{u>7NFlZz?E%!P^pLw&B}>10t&KAn}J1qE36>; zTtywEBw9JkmmN?z)72VD%niZVP=sBNWpm07->Yy);BB#)8RE`MV_^)CH^WV%yT0zZ zCUi5uBpTI<1GE1%ex~o#;I>lpQm=R;iQcsK-4lQWd5A`+kQ*o`ZJ_`*IkSo8yO&xx zWURm*;sY0aM8Npet>m}SqGb!=3la~2jVz|Sr2Akq>#)=K4duFzmI^#@@>kb>u2!fy zdd&b&#+!6E%yON3yop34eE9g=bi@+01v77I6}5)cE~w`!#d#2^duy)y60LR4IbMQR z=lO(v)45$h$Q?uqMmfnHX`a(jn0e+;GJO8ngpH!`(>s7g6N!@48=P-5-f8*@eZW*; zOc6+qYKw*$PCXO15vDSG$d2&Qq{XFPb|B^?0y{SF#c~D4k=JB1M|-*)&M72-(SZ|>cSgEq`U(Gt?M7tdIRu`{ zS!sp0IG22l8YFG^=Oka3jYJo8@kB@0*u?;NV%N ztIU4mzW9?~Xx*E5WfojTW$cn4htjwd$Oiq43bWtJ>iCI6Rh(**pCG5f*}9cLj70Ne z6qC{`Eu$Y0;v+jqAQA-J-WH7vB=vq7+d~rZZxNzFYJb>TG9WdiAb_8u%G*m^LESkv zj1Yh!JSgetxqV2je-I3p)MJTh2G;ES7#}PMS)e&Tty_|{REOmbhEkRz6UXG9cVB7L zSW6r*aC3oTY4cMx5t>rMov+1ct@y*&R3+CUI{b1gPL;)K!!kIr=|EMs6=+7Br^)dI z5d8@@#|+d<#525-0J1T=!o&N68l0M>*Q9OTn3t*32l6OBA-Je)e-VfU@4RgoDFd9X zxo!f;IFy%eeo;@c+c;M2q(W6bU&HV&Ir52u27k_brzm)oFb&2`;xtB6v;1VEX}cO& zJpY-S8EKsIBqg^!a>Us0+;Et!5`$t5_Sp}8K&8})obra-YV|94=}}k#77$;XyR_?` z+oQPFU#P#J*GMCoNgjUmONCxNV>JQ{7v@ui+lRo^i@37VfrSn)3A2s$bMjAK7qSpi`!uyDIUYjT zod9!$=_FH*++O8z-`B%g$uFQ4r(GSSVD8Fx6}=hw=Ev7@GjCaU7&n|^`J`e>?RwD3 z_#b2!!H1>c?+N0QHOwVvUyk5t*gtr zAp8F6F%J{LHCrUzzlW+tS0^Cxm|lu2uLR2R*XvZFfzIqEho967ipBHlHo?1hsQa{dkhFEq=3gDDt!260G|_IpXe z7Vy8Oen1h}I-Lvo%BOVfI(KlVblhAQUzc+=GbeY8p=FVdk4Aa!C#q%Xk}ZA7d@^_j z;*)FM%`=tytt99hr;JmwHlkAA&pS-s=7wVBrDSM_X4K~Y7mln+DKWh7O$Elo%frLO5Y|B zVUeHVhh|%VPi}{cwb4BN&8<# z^}PMO!mS(U{RIBc;7c0$?pt>Itm^GRsH;twM65DqM^@I;Drb}wftR#da-iTP-Bfwx zo^uDY6u@lQgN&B-L;V<>-RNFseD?cIh0vDZ7IL5E1`^^DmC{UavEeVMm`_miK%Vg~ zZd4vkFQQE^`;Dg(?8~-wkmfxZAP&tY?*!Y-9Cxm+ZkKUG{QO6HC6AeR#m$`*bdHKK z=ni)2bQnh~S@(-~xzx3MmUbJ!6c3VAXHHnrJ7I{vXOL;wM`;D6t$Y#q`MxP3-i2A5 z{JMb6pl|qVzm|wR3b2?|{s-@t5S*|1wXZ9!KVZBT=j9<#19ln@-Getq_Ciz5^yoU= zx%E9D?pvVqkdGNNy;vjh`}ryJ8MIfKny<2^WE7-={i-R>&#l!oIMAZ2W2wnKdKwe8 zH5Z+LVX=EOLJN^Iw9Sf-1c#iFIW>cSsXrmH*qig1o-(`ef#f!k1k-E-WXJPcP_iv9 z=NX1(87h~$l1`RXn%wu$J76DMZ>aBM{gd#6SB@7+wVWvYgl0@=1B>2;rMD2qoW$2@B@XK(JPOGxqrzEQA$-eOrkXtSAStl71zY~fyO47VV= zQsKitj+smBo!MA|aY&>LvVe^5?hh(6J}QK|dLWij2jU^PH+mE-a7YmW4csxhw0vpl zU`0?}f9ZDQ(%B4MK}r=_k)gL&XKOaqG0#qZ;3QuvC$7qMV;(Tl9uG%X)GB(X3?##$ zk!vV@cg$HTwS%|BtoMl{9Wj)<1{(<<L-fwcVM4^NP||>YZZkGLBPj;3ws zbvQ*lhLw;z&MF9Gyo->w-{x#R>kCpW;#-cANv`lJA}lN%basInl}W7P*I;y38Zx^} zT`i>D-<8&Lf2J-Eqy7aUmYCUv)W>wigh@HpLAi-3pSo;waY6ZVk(NT;IEu*e5l?Xl zy8E~oL)kWV8K-5<9{6Gu15^h#*;34M2&_PIuF}#jR$7i=HOx9yu3A%?OK-f zbTZU5bFcmBY|(@B&@>IR<|gWamau{MIk`XGQKT#(wHBch^lRk9Gmnt9_ZZPYUJR}( z;c*U0@;w9U74{<{PIg$iU{xe(tprs3>t! zFK(xMlm#6|Q)KXZF^wFZlf(Mt_soqwQ5Wg|F!s(dzC`c3XWMr7ZhYIeZQHhO?Y3=u zw{2UyZQHi3*=Nq&o0H6MGB>HDs#0&&T2+5kK3VHo&vU6(2lRaD-{@ZW8GlSE^L{CX zzWJw;ZJAkaL!JNcon%t^t7jxNok-NkG@lG|M?+V-%H3SRgd*lb4OJidZgqy%CM3D- zxzg;{!&wMYkysbd!6n@+gS})%ihCc*j5!s(lJ_K@hwe-C_@{z80u?aK1~rHLHYR^G zFw{yCcDfz(awV9BRifO?Yjk#+E1NOF0Djc`G3X2x%c8==`<_a0l({WQGLSM*0{*Fs zAU9>V&5u8iju2k4B|(GL+Pj@*P+VEe_qT8YIYsRz{g6mZD^9NsjaFS1uIR~Kq)Uqg zNqc{WsCNR*wRN*-URi3iEUY=`7_nn{q43GPP8`|KzUzNGFiD^9)AZ?a>JoT)%sqFo zfEE8x5-BhapP0kd|C!+<&v_Ji%jZQ8e*|F#gm+w{@zbmJrekE z);QJ1TOGTlQc{|QSF@yc3U_vmb{%Aseqmy^a;dmdqf?=R<Y1izOT;!jP=FQr;a%iEWay)Jc|)p^EL-AB;I?UB@d6`)OZ zt++~d?#OK1up-lOj1fJ#3~x_>Bf(HzFF_bP(rA~*<~OnNoC%R>iNxU(y}Y@isdqan zOYfK=?f_~^N7Q~U0ei{C)x4c`bF_s?8V9(_FP!_QJn!EVZVjz#8=wT@_(PUZ8{7lo zFB83$Pt)VP$Bw#b`Jlf086eL$YR9!-WLFy@@P+g2OO419g4o18*AeJ+%s}SR#KlREJamyd7hx$P`?iD?2=c+3>2kz%p4r$Au!k- z7u`EpF6~b!I+1n9kIc|Wq4V>_A2JoIU8?sz>K5t?S*7c+h|MnJWDq4azRG?3pi0kJv8XnZ#uE zSI4qux|Ax75vajvV`U z=gHyxvF(Ys6Ph9siWBGlHxF32R1DO8AM`iob?$8iv;|g8kPb{MZ#sW?vJBF_l^bJZ z(TA-|vYx*jAN-<3)hn7%4Xx*aN4Z>Ak)X%lj_mmwJ?iJ2IWlhl(tRD6tdp8A8y2^m96Wf~WQyy}V<1MoJF25Nt$LeY8&Poi*Rnl%;#+6~TguzcZrP z>uDX=Eyp(rswwhl@B9I7LFQZKdWO8uwlr;xV~f;1_i$T|dr4`|^p9dESVLJ?whG52 zxF|o3caVXV@F?LQgkpXLe*>LU{7y#PK7DT4rc!5mQcQILj=7xqif?7$AjZ&QyQ%0Q zyg*SoE_;?;VC5a=%Nt-t@Z1RnKba15XARFfoLMTxXy{7kQ^Kl)e()!mJcNy(W5}Y7 zdVJ-y4ct43o~id<7cK4E3DO^(d^DRcy9YqW?!OZMnb(blz9!#T$1levXFHf9emzME zKBml}xtH#{w8knCaIhsW1s^ntGQ8fci-D|SlfoN7-jbUQW+9Tm$+fdZ)oB=xE33>Q z)JK)UxB{d4p|3vZv~d9X#UZVQQfUG>@RBN!e4osV(3Lv zqfp?crsO#it%_SsKxcW5mhMBcmvp4C7LTt9Cp7DHdq&PKQ}gNp=vO0`s3SUk2&@|A z1JGLon~@!nH!$I-;Q!8IAe%Ch{6+s>LA;x^E)XSdH%ro&nfd0!VJkd3QM!eB6f2Lj zW6P&fjz*~~qpfK&Ml{soU$;!=ihZ&6s>s7gVaW_3^jl!K|a%}(P&TP%5b=Cq9U!ww~*7s!HM$0l(EMb?REmy7+yiT(p7dV|#vO11GL@^sRk ztXh6dh~g(#?k2bq6PIk?^pZlwIaM8+dgBZSYhY^T)X%%f>tyAjhklt@!8>>1{taP; z`!R&Lxz_~U;r+Ju67VW|f0drkp^M~WNA9iI(b~^CdxaV;cKuXN`+?Swuo5g2F2AEH zh9L5U{%<93ZtmRNBXPe^DZFrKQHzoYgh$eQif(V|N*Zl~yv2YpGExgR1(~=sLpWp@ z%{KM09$5a@^B)I-iMfM4cSq7r47XWuA-G+?B{N)Ei7D%pA_)5L$wS@)2(>e-LJ? z+=9D|2?eQIMZmXpH!XYydhEO!m68{v+EjGD-4^C+Gd{2wDW4XkVzKcpd%N|rg}f8i zsV&$%O<2*!ryghz*)8_urt**?jH*Wz&AX>1Y*8a(7EcGi=rSH2NBXw`WM$S6sjY8$ zv-%rfYeO|pC#b;4naCr{qRmkuGQMJ>%NfcYmFsWFeX&3ea?G;!?keuNZZI0U z=ugl`cwAU{Iga>HfPQo837plIuG!mPStuAT%sf(*?v+EkSX8kThDO_|=Y$IJ1c*6! zCS2PMVxd=mr+)nTNutVu0vj1c0r9i5YzY z%0S(hV%>S<>(ZA~I<(GRYs*X*C#zA_6)}{YrNZ;G>Y?pN?xu<+B?UK-E?}M%Ad(p2 zjkn~2YC;4$-S~<}6O4y#L+m6t78KqKrBTp%L?#PNgW^h%?yo3zev_%h!jHRuM&*R> z*m0@H1hri}BXav;yHS|7VHu7jc_r2pIMAqpmd(U&nwl-p9?iLq9Xeh{O8hnfZUKUh z={9Z}YX!3-?gingj!w)2C1UJa^8xiJzfV60e#bhQ#q`6g-7g2b&aI*SLc$~8k9=ZR; zs8atf>8P=+x!`d>jrR^fS$>*u7b^{#TFp{HUYabT*5Z6R|1STjirUB#GgIJ^b0dqA zC~FWVd8?`|edj@zYjzAUR-LKJi3nFDHb0J#IJY6_qFYqQsIVxd5WMb{{NyRdB1tux z^BvrkP0UiHKEH;bk~P`*&Lu|0&9vXHvNAc&)7tlR`7zEK-3ZKhmD!HeipHemkhFVk5DBR;H)U$x+soj+_z;P{<-Oq@Hxfl!c zFK>7V2BMd}FQlbRuSz*sH3FM4YB$0YGn~$}Za!<%Wwh8$?Y}jb{=`WQu&chr&_}nk4K8%rzOv?=NuNb)%=8 zS3KtVj)#txP53K9#O}u6pKXHN&9++DQWEo}n;tKA)&p>Ex5VEelwp8MD#T!x%9G2% za`hm0B4h*{vxY6X;1|VeM+=d*4qF)tm?M4ibr}+xOIO^9WSwWOM0nQ7a-x~XkkWf) zaGGQu^UfDAaxY*ULX?$mvJm|3Z-}>-dDY-|yb>R6bmlRQYX&{DyIoNVs4N%U7{1SW z+q~e9ko=HT&0h!^$?}J$7in&{4F83^Kur`yO>EV>6J(^zC_-b^&EglGtJlY6{05N;n2gi=WHEgvX75d^mHoRTn8 zJy=B|^j+WJZSdq0!gLSBSfL}S!uzm$vsn8<7&9u!XZ5o$L?jT zx@Ylnf0K3cDgL7FfvsYY?oVt^0#{}IqJ<~dItL0gTA7a=y;i2!bovR$qBNju;*OOz z!tjgVEi(JMJ6K0c1ABf-zR2d#n5G{TnuLF9A#!^I1&}jsLLkPEYLeK5_7quBZ1$Qg zCT&T}3$XHb$?ytG2={HsjL?0wZ5TKcHJ<+$zBRwI*)ndl+FZ&VRBiZ|6@iQW!bcW;7uk`$IBN1siWVW~wm~Xf)`e+9uG~3TOYcMAbGOyjQ*p<>8d$uW ziH(BH!aU%KP+---2==Hk>dLi=teTJlZ#cC*nVw;cu5_A9mZuv z81O=V>$2en6t1bx5(R&W#-i`9lu*U~mC(*6J4l@_(e~&CEyuFpkkH0gv*~OkwR8Fe zakK0r@F1#ZH(BEN_-)O33=MW`(iH-7qV03jHfLJ8d(K|pSt?@Y*!<_SR9dzS*VJ(F zRRJGfJNgsi13Zn#;Xf3(xj9{Cz8W=r8&)eCl2Mba7!X%t%O|)Lc%9pqgl_Ys z$$QqNs##%e%JaV8`AF>;vavnybMWhOLRtuR*U5z10}28kaE79-|DvScX_OO214*E& z6sPzt&)${^zke?g?3#A9nO1aO$UmcyN#G+GC*53Yv~&H~65PH?ktBpA)4@*J{yOxzcwczw%c-%8vb|g1UVa>J z{#YJOa_i{*w` zqWz4=t=5gUb-Js%4H>*z^-av0^jT*I5)HU$ziUjW-#ze8UL#5 z<*&Zoa+1f|$y-8WZ{pMEsD!o@2L{&oOru8@^SZw(*MtZm!3M1**dqYlqAUd)Wr~q2 z9*}C!ox^D*Zf#<+igruP5$t^%Dlm5%2QXs1zeHICk>}45jJJsRm$xNh*eDk|hLbRiG+hQw`I9s^+GW*zyP-RFd9t@HOgcgU(8Sg+ z?w6a{k!$$%R&0^0ny}1c@?^JB6``A(o1@N!yZiEKxSqdPNdIVTHa0zlalo=W>8AbK z%4W3M9{o9O_#vY5Z=!-t+dk?5HB5A?GMJN4;>Iai2ClNPgoxR(nymOKZ`Uf zXiauRfc_FaXO+^W{H?tGjA+>h{R4gS{aMYVv9gSVbg?-4fn^vE&57#=1Iv7MA9}Vi zYh79RO^f7i@lw8?3f+AG82=n+6Jj`pHR56IT9H+1P=xA(`Qezi3Vd zQ>_HG97m$PdN@u6BKjh}AJ>|~cktlk zx~^+IzcLp+myhf}RNIRtyQYFBVRpu+2kmlWZOncUh~I=i;;Y}JP+(PB;VQ-rFCp2! zh_@LSgwThh&EQ>fHEM4giG$cHbks^9)n}nib?`r60B?9b1!F0h0(gS0=O!sqr2&L& z%)1Bi7z_P0n)UO9rpwi%7^*+zr68cY`ee6_4=gkm0$dm+N*Rt56A%~%4A*Z#H_Rky zipXn0F?84{vTOq5T(~WawZ%BZ=H9pVZMe6pMBJ1WFazh3zTV0GD?NL)$aa6~iomNY2#!IJ+W}X?ataYXRjz3 zkg6Jw#%M~XVv_eo{{_>oouHf^$dJ0avJS$8P^SI{n_Bv(t zr$8OfgXyM;gI8f)3N~%=_ z30Y6T;*ociVep;?x1GdN)coYNRhlP)J((#~JlEA0{&IO3GqmxY(DsGK`-Ob-!VjzW zTU}zbwpm>i-xBFTq3tFFz$aTtQLl^jjbD@|{iXPzK~S03xv%h4BKh;ETQE8jd!XLR z(EpZ}gJ13F3D?^ctIcWxjqT>doKTy%$tNsK)A-i96TTm9P-lX8>~|o2;w}ps_{bs# z-4dx2Lnuwono+G_8OhSI*1!ir=95_`fv|cnJW?u&0fc_yEWSz@q--dPJSGdG`;|<3 z{gSeUD7Qm+Xt(adbF|V`qP3qb4|M+lxSulj4QX{00C``AYZLaw{rp2iBBo$ru~SsJ z9pt5op>P^Op(0e#UXX*{X{O@P>sFu$KO#9*BILf$?_{=BC;mjifj|Wm-hOgGMqkIa z_wC~%Gv+0~odpq#Kp+eff3>Obccg5O^_e+T zNi#cP0oEvEUdk(IxI{lwKk6TgG)HkU6tRN=B%(KLGB!-(Hv2yTXEEPN!=TW|;%^a& zASjs2X5;fFpiT2ZD2sKC+Ua!D0ACwP@q>o6_4PBE zRl7;7sijH2ZdBVrI4Rc21Zi%aYN?w*(4N&X?Pnu(u!IbCz+eY5DEioBa;uMD2{IG5 zrZ0$?an(xAk95G=*Q5}$^;t)zQ`fs@h;r|jC9~<%Pped8#b$&ke;78s?~J5#%pOU% zhI%Ip7;u^sFi_?&knj)Rh4@L?^~3F#9i?ep8R{6+EEPqUC6I@XJ_}k!lsDXb~{1I;av7Ofg%~m+ewKw3+q8 zOeuKR-L;AKOn&pR6hX1p(UD+3PJ%PdJxd!K*TceTzspIS&_mTRxuJQHbZo0`t_V|I z#3my|t-8^{XedCre6*iId5!h^TgOyIePaoOoxq9uMW`gd4T0i3mm-AMeeCVG9@LT> zlkO}Oh0t&j^WIo5Jy;@Caq|yidM_zCbIEPm`Uj?p0XKp)mS}X_T^+kVhgev zQ#_jppPedvRG5@(u3hChnUXR^)2Ecx8gy)r!)Z)blbYzgVLNK*^gJ&Qt^k7NbUyao zyK&Y^No-aVZ8B3B9lnA|`12iQ^t&MXvyG<=b*|MP-^?w};7EMl9Iq1QNk zq`)J#f}Yr=5Zn*UW_Thw%--gIFdt(5kLE+14FAh*=%4uzD=X*!I{TmALrkok|7|@4 zfT0(&v~e+Y0?>=u7`m8>m>S!gn8NV!!8p4(nHt){c&s<8c=4!M68t0&vE^$Jw&EKp znhm#!siz6r$(jWlIj5Ts8y;sfp1_5Q(vD&L3ufw0UZ-ukTDI$4D)^8U*^5IoQ>)~BeiWC>p!y(4RNdt+9goYa(f9GAy zf{})V3u#7yMokiq>!1;ffBTixA{3ih7 zC|MuMC9?=UX`lI|7qx%?Y>?hQaoLkC8$jb1bg_u8Sd;%z(_wNlY9-p@vEf`RACJArc~w6o&!; zPa_98rwv0XBN7XMrsNv);L!Ew!$%4p7L4|HNu=kyN>)-)l1$F|gv1gBlUzxb2?GTg zXkGtH98AR?J^~A(1U4iQPN;#4Eq#JgibVjb3*Cuxi}*D~`ddCreYV@d z%3Lw=5st+4ID#-eP{J!HtF;v`%ot26{;!KDlt>xa{3-PNq=Jko>@%F^#l#V8x?u7% zgBgQdeNg?ViW0i)%EKe{Jy6Z{w7)QKlU#fH?5{K_%0;lCk{QTi4~sG(q@cidnYY;HK=Bs7QWnF*5dzaF-z!YCX->0ky{Iy_l+HS-9z$FpXU$n}0!K%izY9XKFQJTTIaHk{mYfo$KnZ}^A1aOcH0ijF6SxJf_&BPCd0T9t zFif?WCv0U_Z`-JXH81%ff&mv@$^G>gA({?nX2)1SB79hba<97noIPuuZ}lsCLwDEh zqDx63w?RjzlJ=g1PC!#E*ZoT^AD3g6n!PqFTZgqd$&>9+UTWo2zDKAvF6H!l(MRGXom=(=f5fT!cj zV{YyGaPY+n93Z1VgN#dOhFbNPhGCuxn7eJcZBx?+@t+E=`#NW@p^SazW5DHjU8~pE zS~ zThRqNpgoQ)4JWxaim3^HBm-6B8S~f-_=>4#OK2Z>?Z>l>oSf&28S@yDB-$n0c;o6C zE!vf=o8y|kz%%9g-f5FkGYMkI2+nW zkjB;*w3E!WJ2N&3W=m`r`mig_w$MBl4N6wq`uL1t?s}V?ihs<_p2Ai{FSaiO)CPk$ zvU(bwBeyBNHEvC7V}e;{JT`0ijomMWyO7=Su?UZ!o9&Y5%%;D+%#Gjq+*wOsH4FMg zalVUro5QR$RneilwWh21E|Mi0-hs3X>Ksx+#1-C##PN(jRS$#m247_O_V=%N@iL3? zl*95)8am~FLrA%dC%VCHSR<)!!ESBXRtc2&{$a5dxB}fOYO=?|qgGcb61~`c@nw8$ zxV?}y8s4wJaPz&Z&buM&F?(dFm3X=3y|6>;k(jpNLr@`=d%Xceqmz0QjlLd zhpCR$aQ>3J=&n5I4qGWvDamO6=VJL-mmkx9r~DCOmzRkN!GL+sl_CALQmr@x8%GOY zE2JxBQ`I(EO=j|TQ&P_`=I!F9Fc1-^mwv*VwOOyPmsp$5a4PqH)nk{jpkXYVc20}^a8RN zn3X@Lm%hVosi-@E-@eZKGphCxL$k1vIe8zQ`lCZbYm9)eajALFI;q4~jaJoVaX&Ke ztLfSZPR{-Ih>@5c6cyzMqm5LrYup|&we>-1<|8j|9T5_eomr_aQpoz<1x zWY^?iyuY!jJ)Ojb>&@{t1!Rta&qZ{JB-V{%1gn3K)?g{GuZ<6os~0>8R-bW*_%j~)AO?o z&r1{UVlMGYyvM2uk(hb@n|a5j@eU;^!ue~n5V4dUc)S6{cE-Sd}+`%`0;{IlOLd;8QHR~w8=?>(R53(3V6$d$)c zaov$hJHJhq`;UT(nfnIY&1j>|5{L^p88`oeJ9tvJ_NZ81d)6Nlbm7v_lwxZY{%64; zX_d5@m@)5O)crkj*cKmkb!~OV_Uf&(nw!v_np}P>T>Onw{%;cdADiLcg|61qJQ^*O z=UFE;i^@ztZ4zN-O+UepHu0LG!{s#2JlZeA+Ln9?wqj^!9o=V5!Wey%E9+%z3pPIz z3SP(l^@HzW`v*Q=Lb2)FXVal0>2uIup<^c#-H1is!D%;7S}g{j5ntKN3C@j4T)qmI zx4Besc1m=09>y@av3UA7}cvOeRVpEV$AJ1$eplx9&#$+2XuIyVnte2wC+fWG*PNT6tQzycjIaj6|*W-r4b=A>f%M`=G{gx9R7)jCFPl?A31f$YQgy3eSNH z``RLEu9bZK7JQN{wOzzC%~@ByY3A-v_B)@3%nV$Ew{FoO(TLRXYp&f;BYj?;?!|XD z_zUH|*ll$=lb&OB=E+`b#%teVR!A22HuDYpkVs1LAJ~-rKe8#u|724(Cf5JRrfh7S z|FPASS(JeA?$WaCy`b!!!Vxe(!+jGM0L502xa9kp!J3Aon z4lv=S)&w8#2m(C&~4I8U%uA)Ci2W6xK}v;sa)8!&UNeldN!nypUrjHqTsA zq(q~XsT^>~;tIz|aJ+et3xKF(=pggiI*ILm>%60SwWm15HlubN2c!V%Px! zJTL-1h3X|dr}82mf@Khw4o#A$L$G8pQ-FMNC~#Q?Bur`r@DD-zjTDNyUib4;wOOX; zD-}Tkl{oPHBXfCbArUFD_=ChxWk)Hq--0-Bs3gHO9!BvQFQS1Ixa&O!HAd{_hfAb3 zfEtt3=RfXJ!kB$rC&sgP*dPg|ipq{Ev~BBue$Fy3dYVEnW*7oex5+}64lqOWFv1~m z5qLRtEFcQR`w^ASG|*3ugGOROsM9$HlAsG)M1vqiO8u88W`xp!*%yHW4$K8V8&OA&T4n!FPAy%1Vq|V=IbcG)<|}u*kPFS(>Ns z)ugvHykB$9hG|Z-%|EJ^S9vccaX^PBrgJmUzP7E#@dD!hM=%cRb^C|vCmwB4++1#dJ9R3q6&_~0nr)U_FXFwJESFSeVrFBpjLY)HoHb-kZuyl~-Q7GD=?! zTaZ^inIOBC@!h>r)Xg&Pbi-T`uUh)%x4GTM^+At64}5bY%8e1UDWb`soyruI6gh6! z7PX>I5#7AHyX^d)F-$3d!7#;x@gC+r>P%g&%Q9`BbWZEfkCQ_ZJlkm(@GvCZw<{gA z?8BDPm|nKA#URVr66amYb!$vuom? zSxsmG$)b8(n94Q6vZoU?eh17Qy|{;JYIZto{G{W3V_V)7)_>ALqNPXw%yu5@>;-mG zZ`S_%o8_2Mv8X^3uTn-CKW1d}Y47VZIApAuji~Al z{#kD4JcICaH>i4{PAa+#X+$^KyV`y5zLkFJ$n7e92o5XHVuMfdTP5!fve$+|oBHPQ z9$TG2r_uI8^EeTsI@d5>8BKZK`Eu&h?!)dbB-2Maw%75HjGqCqC&A}dOjX7<)peSo zu*PsHm^(B!PL{pJ@+Ws=zU%6cU5VK8ugM5?Rp6BHk1q2v@!r;~h~+T&*Zx{m3e$wH zbJFnK3SMu<7_**HvWWYdPp{wmSeH%e=TWve?bV~(T{eLZm9R&N;!}4CYx3s>=35AA zQ4V@PziGo)b8a@TC9XBu!*A@-Yg?YBKgzfJ3deH!%eCE7iaKp_#-jzYhHmY;Tt{rR z&Su!EE2@|lODTap+P#OVaNEtz9$va9a~}-W7oeKz1xdDXDlK&3?a675PXdmXV#U+5 zR8h}6I9-KZ3|CItj`eD)wRI%nb1O(v@SeSXj+R{A?7t<8ZRQUqWAU_n#PZb-?Y<#1 zE6NJK?-9Z-A8M`fj~|{6K5h|4}kc**4=Jj_Ka;EL)oLxw*K+ta_~G&a$gWrC$jxKwyEl zQ(rh$-4QQ-hSy0~WF)=XN6u&J|LY6jitQ$xJ6^l4X~;gAz_F*ZT|Vdi;)^~QTB?cV zK$&KgsBN$Q#lSmn>NVzI-ng|F+Q3puFg>Z=;4_{;X56WU_$vtABIx~YliXxVSGcJB?dF)`^Mj?(F>nEFu93uDha1cG5eEtfoO3!|F0 zPICT|@w|D4nm6o7*!L?xKbIoTe_&kB|IE1m+wJ|o#$TEKKgM6#8UN22*HQy@1&2-t z10Kc-SX2aIu`W|U16UlZ<}16iF4@WD@;9jawE+~aHfDC6U$Z?5?#peODI|zfDO5QIe z5d5lG20#-tB;CUdDuU|^b(DzD_s8yop2urThbbi$q#A%P9D{=4Mx_)?ClZbzDcv=J zm&b{z5;23E7vvyGG{Q+i14g2P*mGgSb6|is6!Aw54J6?JPm}~A0|w!MfO_la;e$G= zMsj+ab}3-cuU0VlH|!Gl3SxL_)Mw-b)(;e`1t%2Z4g5y!uL$CIZ`6m3W9>ZHpF7F%&KVqWKb#78(1+Jo4kU+J+?G)7 zI!-tRH!q`*m{Z(`CIB*~;=o1}5CKUl4PM+2q+YRiS=EYnlS=`o4-gaKApC9QNYQa_ zSOx~_n`8zuX1zkq$>BL0;p0S>surE!00#&qMPo+@McsFJ|GC^u)+4mahz1=qEbS$C zvtl6;H^KHpz*WGKc>l)WRYKqA4za7NZiW|F)w;)M$f&oL+%W5Sxn(sOZ_ zCy0}bi{E6!CbZtS5*nR|x$TsHLXJe2RMaR2$<^b+lwn{7=Ve4d;dX$9iGq$W>-Y{z zcj@mhgF+>?V7k41298&PHdWY!4)O5t3Zj7^^k&SiNkVccEX0y40t&&Ifk2UwBpjK% zeFC#{3f7>Vm-EDgO50Sb~cQ@)wuFT?@bh;>o^!hGS!|1=~q9M}m z3W`dr+iP`F-gTb6D~!h)s>1(1s5N2AxHkmR>gLX(HDi25&=dwrwY*%rcAyX->b;*A z-{?cDg)OXWPw2Jg-tl<4G_pS$7xo9&Ew5o+~!+hTgKc4FA zcRr6W9}-{G+Sxp7DPA^4Y}?*+A0YKAuWMN7<))Yl&;P9ztHss#lYm=$S`6*vQjHb2 z8)N^b*}sUJ_T72b9J`%jwl!X9MrU6AVr~a=cOain3=l0bte;oP@;bow=|%^Z1eYYc3Spmly0Li?adH==u4=7RioBjm zcy`l6U4+G>vsq0Px4x{4y<|!gT-IAs`@$5qYco4`xiMaunb-2*-VnLjUQT?{E4E%7 zz44v>+s#>c@h*=@d5e5k{$)*X$ySr4xV4eD_LS1!o?~{ibL>NKexIJi%$4-8Y9Ozy z8ewetxgywe48zyxnYmYRfoc{QvjscRgieT&74?A2bn{I;l)3F%b@au-oc(e6DCBH4 zuyqrXe4X(*zS>iVF@AUJ;t6_nSvx}AYWseBz~9mQdt1G_m37)7g4@`PbNA`;zMG+C zY7hUK-Bp*~@UKzL*xNHRw5xdbBY(_+?F&K{Z-NC2vlwIcJHyRIWZdTkEgLxD0b@!C ze*Ko#2`VNM!EU52B4Qyko069MhA*YA7-VTaVkC@Lw}oOUIBKiUwS65WET8?wvAxEJ z@y<3YGP8(#E}QV#KSkzu)ZePDMw+v8yObjYciE^t`gZ!7-PB7{?FBe`+V0QQk)q0Y z#?tZkM0t$LZqdds0h4`rl3rS%>xADkviEqeLtgor=Jji2=ca|vWljKDi67J7>{BMW z0Y0f$o4W2`I1hQP+~>78^y$7PzClm!u;=QMTzIjXf~y__S4rg{Ro(s1om;#3z*xSomReEIZR0uU_RNOLSz8+lrq7uECyNo;3EBguq!H(0JWt+ow@M&O} zsdHHL3xgO1^+dVElaCn}KH5As)^a}#0jGuMJ@DQ1DRy8%>XrHdm#cPut2{&^q-O0-|25B%ND{ z7z|UAuFXTjx8geEZ(Wm10=4hCNi*~QsFG>^48PIA_64rTw^-iJ>(p(W*_$UF6EF7r zQa0PS);O!R1GA%>kRZz}`&603&?-0%Tm5{@^=8Td@<#U6A#ddE)(Jb4vxluEPwS-P zx2Kk6QXMyZ&hZU;&&(EsEcve{-)SFf&s=q2>fL9N0E(Z5KxMrgr|Ca){ZK>yza%K1MDRM6GM!rqC3l3vBq#m4mCUfI>i%GB89-;waYseG4z z*JKP;Of>-RmM#_m3r`1ACnr-gfP|s;enxzvndR{f{LgHotUeQjgg_9-9JGBg^GoxGvMF$-~FKhsF^xB z|7#k+OvlK=$jbSzL0Tp{w*S@7fA#;~O~%sA6!5Q8tn?zLMwW(llmKf7Ll+BYQ$v8; z|8qMV9TOcR<$p;WOzlkmE4zv5e_*`Izs~}omp8IfcCm$_mjiJ8gLyGaCubJ`8_WMD zc>psLBgg+KzE^8$D*uv1@m;Ac6L0+GvZWquOvC^&%x&Q1fA_jC7|OOB8?Pbxny%lg zuhy)!g`!l*i0tNyr|GGxM=HhCPqUE7Nmgx^FlLaBHVM^VWClS!&p^$Rnz4j&F-bXN zVlv&HYo;f0oUyVR5sN58iBV)eUT1)(91voW5lLeu>{75ILmeLo(5lSw074<=Se+NuzJ~b;8)@?qXKLeXkfUHZ%sphV`AXAhNf(PxhClt7E z5n_Pm<-;5!tQ~kfcK|&b=U6f*Q|T={*00+e-5Eh)93gHI7`jAN@UHxgsSz=afN;W-0na8Nk&7#F)VsVg5!N^ka>&9NPx_GCnInln50$LjkTF z%wk20Rc0u%F@k}k=0GC)JAxDvViC#XXy?2D=8Ogww-KktY$(ZcrBMiY)M#r#R7DJR z#HYBBbhCGh{m6!SXmX?53#HL{jJ_;<1kB&rycwx!jr|^vwL;f*`o3qpZ)M$sem{y( zjxtmJnaHf9tUgv`i{5Brv+i-3gsdy9i={XfJ7B!kz&*=l3%487zlRs8j0p&Fed4TO z+!tjo%;awW9MjHqSi&Z|O`o?rb_0DjL>yO}_g?F#@%HfJPmRyn zz(A7q;q%j$9(0bGau!p>o5_t=3jVCUa(@6A_6(}{Dx&a_Wa^TlGy14D;S=ruuSU*0 z9ty{O;KpTKia2MSa%4twxI6Rg?VOQKM)sZ|90}<{h)C91*)tT%DtqsBima3B6Ee^F z>i7He^T+r5-}5}LXZ-Q}^?p6$%LkXWwi!0cYj%N1u6vc#)cQwOg7J6kwyqn9WvO(T zv~+OIsYLBiN!E#%K=gXLcu7G~^Gv`eQG`o0>BmeL(;|_At+XkCG2N^%6_q9au3%;o zehd#8TIk}f34BB}5BcK8HSnzKrfl#dN~^IPwRE~mtG;ZRfz?VUJAfDUWB&c3j4P%I z;lGn7;!DGs7Gjy+GyYQ1=#N_Rvu<`C`~ob`ou*H;r*C z-wxA3o7nR9mY~enYXrXyHu(3Tpf}_d9Z78@)O~FnqgXuEao`}>N%flLZ6mP!kAg#G zT>j<6r0EvlezvcZ2vF(<7b(GO(Y-ih;j2PzY$;C5R@?+v{7ZfKl&|)6nLPG}6_l^`XdDXeK9-((lbyi0@+8s$ z7v;(!xC%0mvJ!@`RHFoLrl@tPge4mTcbekeGGQ`OeN)jcwd$6Lx%+KYF)S#zxzkF2 z-EtQb-G%lye@b_=&J8V?_NIF^wJmkM0y1<-)lJID`es&T@x{l29Tz<-?xH<6B&Px( zi%iUkv~O9%V_Qp7gf-rF35_$%Q3*iq94*_xVpj)9*}Cwscuy z2@YMJFRlG@+|%RzHEwN2a2OY#YgcmRN1kGRL5rNv)Ip7vciJa58p@ruBKr*gL8m+C z2s|4}HBX(Soe=4C)1-0WS6(ArE#nh#W6qV&I53^NmhR{z$x2?>GeIxo2GHPW#PIVO z$Sth^^!=fT+x}5Gs&|1y4et1)9WD-M${e0Rpn|MG_^}dag+)|}h2Vg67o9wha8d%= zGy+rrs;e-#6kpVrocc6P23w@;9Wh{+g_E=P|IwDg-p91}DwH(%2)`|Yn_keteZ%S_ ze)ToP&rVA(7-&vk60L$@<|pQ+I58+S52kTf%*R~I*MQ4UHMfZ^8D`j$D)AD;r!_0= za(6^_LGI|s%a~yzth8_^~J&^LU1CyOB-QC_@PLtm4|k2xvKJY^NwjO?^R z+3_m;)V+V?ucvDJs+sF7!TgcUVn^CUrq86tiE+-t%GvWWCI|b!K0xHI0e79wX+$<%&O?Lu zPurhk^m~zKDWKNTo^BBehSOPNXNk3jK*dFPXPu3@B4hG;eyI|yDPH^dU0Kiz<%#`>2>7#bC5=l0?pDCUllGL^Mxp z7)KcM(_fHx20Me7Cf+=TT|ajVjX>^TewrmqI8r3tqP$$Q=Z@#TnYDfG%KDg3_@PKI zJgCsg7?~$^wRAveLk(zRPB}T4&m! zs{HT>^{aVpa}G(-ujlKLjWG?2^ufNQgXWjM z*uD9F9objd?1v1*HcJr#N>OvoJl(H?;<%SMXhwUQ$WUvDDkPG4V=1&@MvV@Ra`Z7z z_#a)dkMi7;QCZ_Ap@AtGB!79X=VM(+;|{&WkmL4Na&qKG9<8k|IW!!p3_a^=C%ro} zO3Ke`FVB?aOc2UT7_X+UZeDj3|EL3dV2S;_LHsIL@MCANNc4DTk=^eQa^88q5t;GA zPj}NQ_6xFi6thg0ojrDroNv79raj3W6n>(v_5Nb+ql0gh9c_t8%36)Ba#%iPJALxY zcJ%Z2f7n^1EI@p!PgPf6<$*_gy@^{=R?Ob4fAo{EVQ1bq*hjES;hc%Yl>p`^YK(Y zw)i}JOKiiOR&3*^L97fe@16X*!Lw%%4>&eNzo`Dm;oYUgL9sF4Srp^Mj&#AG^txIY za9Z@_mZfnFIosiP6t=mN8iunfKYQIM3K9{nzbCJy!9SB8AGGoWG8;GH3-g>!({*xa z{Zxt5u>QF?%|l@2EdJK5R{H1ZNo<~A&bSX&CP$GWw(r5NxE+hpM9XGvz(SE;M!>z1 zvNX}}lkMhzM9qH_-dJ!>@C_YWL|T@#qbom{G;yVpB`#jCgh*%Vxj3HI7T-|(X+}L| zpg`XI>VDt^{5F^$Fuzsv^YG+UpnAsU(xP=}-4Lt#JdK%OXL=Z*8Zl+-)uTdtU+3bn z!1Ind>YwqtS;m75)p5aooQ_XlyBb{=PE zZclIT*){D@&lPCO89!_cpcSY+Z0?*6B=g#rQG^5`AqA*R)3+9%=~8kJH(fVQX@p9) z(j6?93SFL+nJMhMec0=-^}D)lnT&o#^jnPnCp=mBmsm;@d>z~(^!iAJ+U6ZMgaFNd zDLC4j(dyDbc5G7pB|;qTe!(X6ok*W;G+Z}_N2VsyE3p%@4dnLS>tXodtz$a$kJ@KW)w|L2c$bVTF%Okn01 zI@W`?ZWA52#JzW!gSWigIKOo9YUArytBywuz6@TChvQA9-BEP=x>|U^dtS!?RhG9s z*&q0v>F=NMB?y`WxWv1N}cL{i~=!t>lpixCBB?U0EF_ts$v~ zl#qtWAXO0vxQ2`x0x7P6L_z<%%S9DECvTSvYL$?Z{D1EHA9jPTk0bRT+cT+;hvp6Y z=t&4{W(SOLBy>6ol~L5OH+6v9s1Q-EDdti9x`A40KN*6v3at|NrJSAD?ZA3GxyW+h zh%!??=LnR>uk;buT_phhR;tAS#zcj=$&SU{99i*lAV=}d;i?auq+JSoPticgSyY%xB6COqf z2di-YusfmX!H>K(92P5`9;OGUM7W>=xNW0&)~DuD+0j~~&{^7tmqkY79vu2BRAMW@ w>J=LA6@8uq(m643nM{H4=jr=*X9EK5{R2ZTC?5!uyto8_1Nr&YF&e=C0C9vM?*IS* literal 0 HcmV?d00001 diff --git a/octave-workspace b/octave-workspace new file mode 100644 index 0000000000000000000000000000000000000000..5ddb511a40828de02d30d88967533de785bac2cc GIT binary patch literal 1679 zcmaJ>YfzL`82-cw)M>;~8O} z#e~L&doA`_FH8^wVXtiqg4NOXhzgB~-nn<&YPE_NVYcmL+qPw*N$zo`GAAQV^R;LW zI``8oSxoJkSq5Uq?s|IVRAk{Tk3N!=bmttF^pdwa?Dz)n9%A9X-Q>p-x@aT2=%fI) zI*7r@bQErjR)@8dh;k}YOCq`~rj5j^?r|Dkzm;aQgok7cvPCxWI%#%^)FR^evLtx`m zI0X9~4&!3JxQ4mD5#)+=az?n$QJiK5j&i+YNEgTE_!!qcjw1|coa?tDNu+C21&m2NOpdWiJp)C z(JMPxPrH`8G!KMyk+2R6dvdjulJu4FgAbc2B3|Zm{=t2cem&W+ph!uoNu8g5;eVMl zr3EXSI?h4bWp-^TD#y%-A8wePYivsW^Ig~0qxaZKukX(^BBDUG*!gfPHf{<`xHwsh z@-)AwbXOhH1?S{5)()&@xLw$!J63skMGt)3EK9sj^x}}y*)0(_`|wAS`jb;CJ>HL< z81(XG1L%58Tr$`ojy58GyJ5Pu%!u#m9=n&A{+pbT>K%Ve28{4@ z`L-&z(g;nNe314V;ZV5hn-(`CW+;D33(oCFn$}_6*%|$q(5bmQ5@|qN;UVAp%X(b# z+^k4x?}J5>85=XP50dQbN#^OjXxchuYSfG#>h0K#jG#1kxxN$mA0_lJyV-%I z^TsPBCv_tIPP^$U>Q!-J?_a=w(;pspj(Fy~q|bR%QKFSS=EhpHkd%|lzKGeuP5drO7)oYo~NpWQlE2q zA=5!YDJR0-%34!Sn^w(!l)3N*-8^vT&jkgQWU6su8~R1!`%*p!__;_ITpg-AS5GQ4er0*berWhrVURM~f?q)%5tIG*3|@MIkl wudoY9s}_Eydf0+R@BVz>vQdkWu7t7D@D51N<)|`>y0La^&~BZN{@I`8AA`g(O8@`> literal 0 HcmV?d00001

7KDR7IC~1sT#=!2Fr8|I`9jrf90oLa-W{H|wsZu3m21 zLxzJBP@e1(x-w!t^~I;)brW7qx$NGgmL21KK@XM)v-@S{3T_XniBDau#KKE0CFS^A zEWxe1vG(b%&+Vt|ekT?&ZMV@pYS^$Z)tN2x2x+?Cwxd8k+;Nu`1M(N z$FQ-jHSY0z;Xg;RjSuLYU+m`(<52Xb#mC1JF=^a-Nk&9`EAkc*S~mFcO-_O>BhxRx zuYT0$&~i~7+vAw!eRBOE)xERbPm)Z1e*Lnk@X|pYSu5>+%*)O7T;^wgw|T$2q?_h%8St5#zLFWaa$g3j(-|41PEX@YBiwxXl_ z5|5Y0%4>zWu(Y%^ve-*KChAw#Hqt{U?wCJ)fKP%h+`bn~NXS}J{3T1%qt^SeM(C*l3x|kZ&rZFH*5;qGryG;pcVfNiS;o4{nR(v22$O44Hc$; z%I|cGdM>|dKxl4R(uTi9#~yxQJ}u9FJRa9kO5iU`m9%s(hNtWPJelKEdk>bUcS%Vn z$DNe>yu7@R?m8inKT< z|5lr8W6kn=(hqtW^DNJtmiyA+larIj~xjz3mb?K~OZLHI9mr?C_KkhW# zAxGxh#D{J5C7LWu^})AhVWQHaA~8w}Q3qzTr}x(GkQV(2R)9bImRqtqRTqZ}D=pnJ zwha_kK{R0r(C}fm)3@-DN0Zm~^=`kY)m2MLZz?=#Z*Sk;-VS|O?kY3t()+%n=5acX zPbLfbZxr4hHhr46N@q1%^--H$m0q!yTn*88$}kDe?omUREF)&(+{(M8E!0kHrD^j!U zh%;gX4+a0&%RQZzD}@rou~l?r1$$AwzDiEfa{P6x!qJ9-icC4`ipDVR5Kon*0VWeO zodV&j#7R>QKX0!QTkxeQ@jEZ85sEi~8_Z$Uyx5o4(STaHEB?0j?DS}8XsBQc-#uM0 z>O$B~NV-{!z-3~2Gdn4`MGgGzSa`NS4)#!<4IO#GR#Z~43itaK_klj!Jh%tt+nz^f zT6&7lO*wCCxrbKNmsz&)jB+HgD>$na~S=4tscFV(%)-`tQmj(V-qC&AtIwdl+;t?59?PVpURifxdjuykXX?) zc;=M^Vja9&{c~w6rt!9+65*CJvte*2YDD$MW4BW#7X$PGc$K2lsx3nD#ZkV6PeS{l zY5&$Rr91^)|7_{z{;Z5w%H{6smz07SUxDqzdvoyc`>V5!Rj5v!>y*?Gk@JA)bbeNW z8`=U!JV9wXVaVF7KD_jJQ!Y$mCPHWTppo4@#y+#Ac}DKXjnxnjg5;ZioQ#R)dVXeK zruH7aa!R<5en*T_c3s`;@{znDIX|(GFETtSTX17p&Eyk$>@Xz0Omnp^R+2_upw-e_ zPnc7Jg3aMla#;5SA&Sk4_=ssls(6(yL^u`OeUJy`Tr)0I8i1|H5%oE`V8Q>l*Vvj0 z5hA^RQ^+r)l;>8&oo<0MA*w7~OHZuoOdSTY8WyEQIB{+1-rR;E>IO@D+GqQj%!d|z zKe#w&Ys)%SH;snXtBCx-MTt~>oBUd4zlw~PeH;{#95uiT`+-Z>tL@1i$K3FACFjR0 zY<IcF<465z$;^I`-r^q#vS$C1lcP?oR*^yCC zJch^8ikS&Vo(gylr~Kac8}4eqXdW9^+!D08dspEUyNB4E8e#s3(pgXHzG3xZ)WId* zg)rmXt!Iava(fJc>A&orDx5is${V|y#uw{ebeGO3i@W^$HmG`)!Pik-q;dkj27$Jx z`hNmR&^e3${AM>nbMzXWfTXk)zjQ!TJUam_mXah!Jq%aPe#{W34kyzf;X4Eu<%xW~CI4PDUJ zx^-1>>9N}*MSRxM#^&rEtd{F+x?+@le!?Eiff5?OaxG{sulpifW|}Ih`eP5Tt(MJa zMM%+}cx*oMR~XEJQHW3V0VmX8e$7+$@w<^eA52?~O5Ad}uIaW{O zkV+#;JKhy-1>H=E!ixu(389-Tz96Nwzs5O(}liYxe(?y{LAh@ z)Pxy%=$V6}4!a}}M zxLdL#Od1cb(NEr3wWaTZ3#Vh((dZ=51^=nMj1Gf?y7pu3kz5v0P8f4z*?uzd@izs=y#&h72{X{M~ta@XLl zHb2cY5utPw@!ocp2DkN%Cq8+=yo_gQlV@zaItG{~V@%+-{QI{mi*@n-1P}jlSo6H8 z!2XnNi{~4{AQzbZrw3BJU0XB8Vo$Zo(1`Oo0X4$ZWl{De%D4H z^ZSqbfxb?H3{Jz7`$n@n_42Y2-TY^+tQEDHi7qu_i09EG*POOZs+UFN1^A4{^WXe! zuzIH2Yt$`hQerdI{MTAjb>9>rFO{wU{sTTD827U?H^IzW;;>6E9C&h-PSIR*q2t7Z z$l=yM1^1jda46VcJ=?}}^&bBrHT0O1Nzw|>TqELR>2EbTTo?HZLpNo~Opl4~`?|*2 zui0djIpW=f?y=M_52s(U6^ZC-vCKQcD}kU#^7@`5W1BU;RW1&4#><^QwTLk6QZ7-V z>OoK)iKD@O2hsYo(E?^6l|QY+2(^jb)RE#j>%(AcYg;IEeR4B7`S66I5$)ev63bG0 z9S$zG&xT~N+8=l zEIB7Lc5bRMLd0g@kRNak7_MGnR94nKOO&0x``uyJ@Dwqcgb(4rvr}aB{?@6lEdBM^ z_WfXv9&5w;3e639&#qVpY1)<)4VLV$8Snfk(HC+j9)e0UvMT|;mM@c$h*u}LaP0;c%kBKxRGn)X<;E;EBqkS@BJA6LoDDpK*Uv_sQb(3 z2y1>YN0G8&ovB||We}HpuC{^e_C?oZiDGy4Its5_M2|0UQ5sr;WFDNjpe*Mzv=Suf z%)GR$c_TM3hh&M)d&ui2^1YDqm~3w9B{CB;F?~~yFq2Pg1a!jcP1&aLcBN&f5(pI4 zA5-?FCb>td-euQYNc+_Kd!>b!srPkk6qASa$3?nFl~(qOd|F6TgC`NL0UCqOPOwYv zgL-OegQq7)YinzK)?-dv^F5uNoo!PY_4T6E)GsIYhiUNe@W!greCGRRN{i9fO5M;n z=l-qX?>0BMe~kprC%w1ewWHT(Jc5N?N>F}~9c_cnBs9PJtaG$keq-M|41P6G!eRAC zF^6&MRZ8Lg1lK82&?SC}b@3y!c6eOe_$kGK*J-W$mdD<@^)|b>xHv(;0Fq*d9pTr{ zWKglCw)&*L>E^&~ZUyD2-?Ag~5nlxc_9of#zfDnnS8nrj@X%@>xl>osDpbMcX#4?w zl{H$(YyY=&#QiXzYk{Bk_uX#Zj1cucEYe~QlNv-)NK?IN^uwNQ4H>Vroz9SrX63E6 z`*lG&-eo=8)}1zt``Asey13+?*)j6xi$|UfTFG<>whtP%O55RDcfysjFA-2EYqHto zc2MhT{>Z7JLA)Cq8%y#z4BUSIS+6SfOG$pd)o{LcdKzkDV;bo#P1%$5&=-yBh>1xM z8XKt;o}rBtuIo?8Y5ko}w4oy5`8q~S(?vkFF2y2eRrB+WjG<4LaS=D-JA9{FU&j<| z$CtyO&d*wMat8?CBP1kzdzBPDYL=v~E;3jy?DqR7xovH+{cNktdKc=(k`@>SI4?`@ zFd|;8v`kYWRIC^|Kr^()A-25uBt4q8@Y2)|Ssf=qVy>+eZ(qGY+xYpO`xJDqvK?(5 zQ8(-l&?d&lvnE|1%fC!DHN8d+&a?zuz8Di;L!$bc18-iuaA9V4R=R9%VZjvz6>=K* zz@wx%bWio8Fxqg8#jmZ)#z0A`I*-})*V1ht3Q6r0=S}}1@0iij{?i+KZoiEc>L22{ zOMLnA_=LM|lv8mJA)bb)y;M z3I*`y3qo01FzjX`Zu55J&Mk$@i^)k{ zdZ3!NU-mKWBYYE{o&IVjQ*;yZb59~2RaHBUnVDHQbsK`p*52F2Ww*>?K&qsS>k|Dx zSHO*oEmV_{l|7n8JUrZ8t1<6Obs$=24l2e)bA zJFKj%jMiE6T-WI1sok5lsl3O3Du;g zrq0Y5%^MbL;Y|Nzr6j$a--=zd;w5;>h#f*`s3l_LD7Gba2nHN*mw#a1)VHKfYu+-M zaxzza53FWFB_|xfXpc`$`W}wexE6+m-H;9-9tn8!<~@aw%kJtZ9UWbQhghJ5k%h&< z;Y#7z$=bzmIvG$^!XE2ff@Rq@t}dD`X*~!LqbBp4BrCr$aIxs0BW$rq-%LaNJOXJ zVXkw;z_X{Pr=Wm*vB~Q#OYPNz5*hsU70X&7Ek{aj4J}^ZD*|7i^2pn2IWv)lr7wUH z?Tn*+kavd}RVejj#%GaR^IY8Rsjs$Qi|+q?O>C(%@>w5B9-x}I?qbQx$~GJ>=QX~@ zsi~={+)A%bfV+D&eh3LkpdmKfNw_t}a)Iu{Za6Ow!9KV*?4*okzkds_(rUE7!S`&m)Qp6r@*u14KzM9wwOjdYr@n*VF`dbe zYyV{AupPk-h9KIT1cxRAHn)^YK}3zd^@BM_|4FT$SHeckZEcE4qTb(=ALVHj+)Id^ zZA18?JLtjuCl0|Kb04nj*RK9!9%Cx1%%X&Pj`KNqgy+Us9bC zcT6-;tN7N*LYJB|O*-bQa6pY4yLXWb>kd(*yWg$<{KS15C>R##SpJhsjIHH0C^3N7L)0rtF%xTQXnYiT zKe1Zeo6+PhAqc<7yU)lw*%U*g@63{`3n)GVP+zC>j|?I&#G<)M*SP5{prngU3=xa?9Guh-&^3k}{-05_3!6I~C*& z&S}$k?4xXSQ`DxE}^X@BH@;?V;=(1)1|pGa%@ITr3ZJ?vd0>Y#-}yD zv0nk@==Y>`-N07t$Q#-;&|gc?@I!`$=8?$8yDya(gx7wZ)Q!8~$LUnGPsHuYNm~e? zee+Q?VFIUu1@vf~I1$Z+9o^y~CgO5GfGM=;NPAO%V*8D~5>9zIfb^5HHW75~>ipyGN!Ec-}ZJxF-3C-fF8|DPLfD?I(q1a=hPF7BDr@7a|V;!8WD4R@E&_Z(kkw#^mXEvG>hjzhob0DnmG2_T^mM$#FR-^x7t;7btWZiu=V`M zEbU5+S=z`+nr; zK2c8YWstXtDcaNC_m90ICx2)lR|OV(EGn;XQv{|r(uT{;QQ0UK*iHY6lCDwyp1AL~ zOhQCH5NB^?n*-i@`R7!ck(cp_A>y6l3CA2gT-Z#1)Rc>ztIrR{{!hlY7SE6^jG6AeB9u>R1d_d3!NeTsO>9aWaP>=p zJ=U-9;3K`mA0)i!@a_z91zB>a_Z>JdZ;PQgd(8Z`*ZR8Z$J+7h>^Y+TS4jveu?zsu!#|{;2hZ?erigkMIK!&;n$dYdX(D1{Jl4oPcHVcgpGondiTl zdhRVfV6vc1K}htSSe@qW8U!tit&CbMyBk2!jDsh3WGEI!_C9xOY80whQV*UL^NqiP z^qv|M7sZX=4$uECo0?f+a9r+0cCqy5yQAG*>hiS==;~y*-rXrbP1Qm?4f1nN=B9t_ zU@}0?9}@BPhP0F3RW>E78~p?Eo=PDr6JhW&a|_ChTO-^0D@{(QB=&{sCwX3-*A@|7 zVc2!IF1iv=m_1(zXRmpbz$s%1w^feJo$cOds@2G@zxNb0t1@l`0S@Z+r=l2S-;vO3 zS<5$|n&Yg!A$nu7Q^*SDi)tGY9UFrCJdBEyi zr}xw_m!M`rn?mwKRt{Mc@;n;RXC1n(*9Z93ney^&n&)9pc-|s*{qcr;uD%3?uArsv zS+G0Hs$CsEaT9zC3XMLwsY+X5Kk|cg!=j_~kUr2bILam$J)Y6(E<-#KZ7s6#T?-ZZ z=TwHuRGUwZu+j*f>-f&Mu49QTM5*k~w`QJ%OYySQZ6}j?TIGCwSo}m$tHUKC+BsBX zLMpZYD!7k2(QtZk2XaeJJGkvN=G<>`mz4wvrRAf(np|u-6Clww$jh8#_ed>L+5hM` zOF*3&|10iz>%khuYfx+rTB`p$`<`2*Fru5Ec;qH%!`uGC;ix)V^sA0UU(V`uvHeq(};yvO0fe+mp3Xxhkq`JY#YOo%fb;ciF_gb>m8=5CH;!2cxqk84f>q-TKr~ z={LC^_NeAbG6Kvdf;lNxHbIu7W7?#QXQS`ZSs4opq9wg%?MFc$Dn}`b^)eJp#6HO~P7jdmmSa~%Qo|c$Z(xJsqgHJ)ww1Q|da90w zw6Z=!U5GLUgw_b*ts06R5lXt|rxf4CLzgqcBtn;CR4FqjqSxw>Z|4SVqCW~y#P0c( z*BJTjxwfS?lPNL$QsMD@aLCv~C7>ClPFlF7eCK)S^o@9Z19*+HN;{3o=I-w4^w}w&_u=;S zhsSovcmXi@%l~X+YfNq30eVROioBo0sOle3Bl^ExdO82%&CIpcLHdFTqA&@97@xZR zWI|n{hYHqp`*Ad3K`K{8da4$9GF`zkWzfnuZN(f;pWV8TGZ%7IQgqu%>SM@vgh zy)73KU+hzlcMyy)x3<+M0O~Wnf^CUbDS3VuxBhhZpME4 zbFc)3nw#?m!#vxD6Bj2Zr(oNY-Emtm9&vGWwA=}8!FGphp6WOzsggPJUAb4p83Hp?-;o5;MINIIN^5?j~P8*i1 zX?^jeNx<^M3TF)m2eju#-Chfc;Vt5diRRHNfVg1=dvdb{;?Hw~5NFI!`o8R3C3@otC$n97`d~;+> zD&76S8q2jnR97TIDLuz?FK8sDLE&KJLB*Ge3|llIJb zu>Gfh%&%6p=rsFCPhTI5nr%%@hmU1=<3yYmzgIaf43CUdda%hO({}dyQF-|CKc*>z zZw(Y4;eU4ytBRuH^gQ4Qu3`Ct@|XWym6Y*%{7!(`78u`I=}=gGJMHK3TW9s82mr~$ z&(F_dAoCiP=y89BY`X3s^-%$sr)vB0V}E%l&w5hUcq?0jfl}U}x5RHsgxM|NV$oIN zGJ_}9B1<<#8v5&UMxG+QJB9~NH5@X;TysO+vLdhDO?cGuS@M2-60$jRsLV$y|J4V$ z%p(tR(5!dC9a-p2I$J4hQ24~&`2G9$sj2#kiXNixWO49Hs#_16t`2M48S2gD5KVf$ z4E;&_v9?AeJLe_&607#_%(a@0#B_XrQpBaX+Wc%*ro1cMXKL?Vh=k#k4`j{Fv&+kO zz?5IT(^CIjS9FqqV`f38^VObi8fo#@J0Z0FZPC%X!dcpL#8}l2Dj)yuYWYI{oId;( zjZR_VuFLbRjHnlSC-DTic_iaga_c!i{^|6yEQ+sNlzTtyd;;|WOev$(Mi3KszSib? zmhjX2ZJAeI5$nkHPYwQsofZ?pOdK*!U(647H-NRvq3Y5MjstaYQzB2PyL*jVK?kd8 z-jvfY&qEUG$;8IMpN)DQ-2F)E`YyuPl(ZroYx0(+(i1_MUhNvb1Z$4D?J|e6-k96d zgAQW_D-4ABk}F=%8yU}T916G@BKn4L*MK>5b0IXQrNeCHku%*cA^*shtv$Vw+$5#B zxUu-n^%IxOe9!>vYP6>NsT<>c{)oa3wllB#uQMAGOVwAmGGD>L0-K)oRQgrW6TdvK ztY5be7BSE)EYpxCS5(?m zBv<#S@7iSK*Y|kWmYBjmf~B&VC8G77=$d+?m8w&NTmq};K+y5IxMd#fS?$G~(4uX} zSZ%O^T)p5Vo*?DGk@|EwQOSZ$+FnI^SQD(N8~4Thc)5)i)YJ8#u(U3Qd8LhKg*c`t zYZZ4#b|Chq!J0VegITz%X|jC`g|!n@d&Js<|kjy z*aW5UjH#5@V3!R~rK*7;4Y_h;@8U;F?)uu!u5Om%A{keWEBC-Sv`jdtJ;!TUvf}FS zd&@6Vd|*4;ikNTI&|qOzgi&py=HY?unAIgji~Cfo<6tH%pe6^`e+b2(;B1{u6jZ0u zsbv#*a>pw@E2uk8=J!s~Po(Ir^@voO$$QvP_4o+4+{o;NBjp7Q?+|27-hmzV%UWJP zG*O)PHROHvk|}BJ>D>fj>VmH7Z{EvON62{YUR24*} znEmEYZjC;@P&IFuCk*n&ac`9tN$=IOGV~1Nv#dHrNl;S!jDJH>ozD0<#-Upxi`U(Eu=Fo`F#+Hl}JpCb8o@6)VIqwVb^a4(b2NW zO%meR{EkR$dsfX7bnq+lj=SF{#{j`2-&4&WB}|*4t7SJEtK#4Edv4N+=9t_VJ%00T z`CYsW+6Aoc*AZ&l3G=&7)(t)}GXl$h?xRzAOZKs@@1CDgG>EjvL@O8t?-o8P|9i34 z^E^HIacgAC1=c2ou)+JK`NM$`yQ7UoqL$vDD&Kom#Le8(y+&K-Q{{9ISi9%c@D`m= zA>WCmr-LRi z{aLD$DMf%g$?EU!^vQcLmVY8No%yNF8aoz!R=iO3pX8|4`8YbhseR<~MHw|(x|Fuo zbRp$-O15GhX&s_nO}!rRtR<-wK;R0LPrxGJm(B?HuG;4tL@{}jvb9))IR?xf3;4nj zU0}W$v~7>>;jetdZV#W)6-?1k4Rb{xW_k3xKLxMWpiJ*u^}piO+YoZseAm;10uzba zbLAJ*krM-2Q2wAt5bT@me9*i+FE@IV@f)Ys%g>CTiQk%T+BOqcU7iO!P+6<~;XATx zj;u?uwY}~ECRM@y6Y+!-P`OS~Vn4bYzAYrZH*gf1lTr%xRI#w~A?kbrwT=(M_m)aQ z>U3(Uw4(LOBDuT*iN@SMg z(Vij}Y|URd)!&0snv4vLc2G5qCH!EzG2_Q=7!0(=!L95v9ey7;yXrtq7U{z3iC0hv z77VQ7KNdky-cox=Q;5O_bqa{V>`}RBUu;>niN&) zO?%)eKIi_tQ3!>&hJd}~1Yhs81-7_VZwOMEX1ewgt=oHONZy8V{{t?g+8ssqiKZZh zQOKR!-Bl{VfcWNRSO^&O`x{XPHi!FX8Kb!BwC>Aj6E=zIhY&5ZxP1pKy|rl@y@*;C2KDf*S-u(zWzrqsfoIm&_Ugmc9wuh z>%RNxG+__UdpP2K&tbXv@$H!dd7Yo~e=ucUE%eY#YTy|W4d98lw)6z9q>?QYfB^@1T@dd20C?*QKkCj<8oE};}efraQLtRyM z7KJJUi+Io;^Q-`WfB$kv_zpC2#eDH*MVVvsjF&epAx|BaSQ<6rwuy-eSS#@b-9dSD z`_$BF<+KmEpwr@yVq8_z*5S|%a<=}YilP=mzS5pnttpSm^k3o+vpnH_CdBb@ey$W$Wm&=J2cv%znqlM zMo&UQVrwOuMb{Mc*nfTV|GUzB=kH4MP&~YHHYmwpsnO~ypQ-LYpaqK!P$RDR`kuYI zh=WWJigt>OHS|3|&w;`6XRYGYmYp6BP)*UO?(S{{k(}7AcCbodlv$ah>o=B20!x1V z0lb@(2LAs2d#UxZFNvtZY~?g51$8yGGH1hZI6g76+uo!r*oa>VR;degD-G&Ac=-7C ziWPH_!nxTuz03CMg%NT;qG^-|$YI~zpq@m z^3$Qp#l?jN9!i_Dy?Buqey9XCWRLc|lgQ1Ta-=I!s=xZNC8mV$7WuaeFW)jSF?Drz z8i`&M5fRy;M@YGRxYZtU*YFkzNpMU5z@Z!^g@8kP%NnS!lyPvv7-G#t5zmiK(V6mb z!$@hm{)NN!nvG$weE6*CGMa6PY4hON=GboSVAJWnQRd!8G*$MZHVh`X0){|&nuSx; zrCtXPBqStbEGjp{Ya{NlI$`lOG7tG{(VTy0ps6WS{J>GP{9&e`n3Na(+o;!33FDSmb>V;ZTPj zjDk)hwX2iT zwza6Zm`97OivdU`!f8A8bVHB9EH6yVY-z{~ya|cfo!#%RuP!zm%*PRP{UhbG zvpzXKJY11*FjYW^=il{_g=UXVzpuh3twMNgE@8CkeOLFkfz$oWh=+Kvm$8fLl;!?T zzM?1F1IlTV*q1Ibe5Ue4ns%4yGFr;zxv607)<}Qu+be6kHPkKbFj&zqodAKbj?|EFanK13buIIXUVjFdyKkg5|3nWLnmGQbJC)omX9KSq7wpF6-g5C4f}`j z1sL~jV1DWgVOsq~sK@bMMK%JSEWB^9VLi|?#SqkyPb_14Lz?gD;eWJa9*KJa7V`I# zTXBXvwFUI0ck?$dPnU)342h7y#P)zQDLYfH?e%c7M@Qoxx*29KCtiVxJpd+`Er=ja z4CQ!Q93xy(laOCce*vb12Rw$cCoTL1_(jA7qauz%Wv$3|(& zwm?xsJK_8%q1ba|pV}|4XsrToUT*pE99#jT)3SDgDF8H4aQCyFmj+ImW!cY2ipaL^WMn#;=y3*pm&p+Dm=Ck%`$E5 z*K!JSjFev#9F|P+w{Hry8xBnA26RE~G$~qW(DWkUy;`1^GBp|Y zHnCu8IN(MzqT9JLR$E$2oYN{UY2X*3ufWQnbxUg(1KeA zxcB!Crv3RZ-gF_It=kQpQP`O;-bplxO3vj8C ziSWKEbrCW?2C6z9_QJ=>%{Ty!2cXIHrh%^k?U@<5*OnH!-wuPlfEF^A+_}ej^b*1P zwlyWGjMsA*j0d{(3E^DAcaqk)&owA_ie|7)|J*ZD@I9S9Xl1=*Oj6P^dH3FWg2X~28p}Ywb>jC$Qfe9g#>kst>#)?N!LpC*(cCu0|2tNyAvyOLx2@2^U^(Ud;U}nhV@gZ z94hG6pu!~jzn7ug-_#u{1gVUHPNWYM`EdB-FgNu2KNq(3*ZA#8(bXpxS5z*1XDbK67>ODqpOyOO8sj#^y&k+3k()8x;6^R+} zj9GsKoOoivTI8g^Q)sgZ3oJE29Q(0EVy^RpO$HnD1*BN#H{{2i& z-{VcVnAq1eKGkurw{@c0BA-O|yT5>q{p;viQ0$d%vqk>RCfb4?DkWV?mWGeXTJCQ| z_F-Z;)QHGn?d#)VufD9KZZs%xTc3F!JiqLSOu%W;_q+pxf!#~XqW#J;GBQEI!88qW zo}Qk@#>Pxcc{rT7xVY)`L(6s55pZ08p28m;ij+IrD>tJNoVl>%9jMyf!h3kMS_+&W zT$9b>_Y_bQP=@Fo(6h^ui|JqHu6+x(i-3ph4m!bpuK5(Zl-o?8ovqwOR4dXF3J417 z=;(m1tr56L(5)LD9!6RA%R1QE{d46~!Bn1*`*Uv^Z3D@umV*=YYnw6(n3yVP*GmeN zJ^M`Y0`7xNey+m&npM{>!jdnzOUOoVW#?!5e3yJUDx)=}$|UlbQ>ZwI7$#;6n)Q+c zrTtA=!=fm8Q})@=Nn$mcRlTUY;OgH9r)G4ymyOWN7UN7Sni+FMVZod(qThY|JO@&w zwim00XqAmX-17*=e_LYpNBCU%&P|uM>?UeS6*H5qGFq_jM4*X+4?0?S*knM)=^DOf zw=K(T-C?@%eMZTKQi#$Bb9ZSba9!wXk-mkltY64 zWBUL%=rHN;xH{ioGS$R)5Ir<_{w$}jY`UUaW}Pvv_o^vPz-T1^il-H2AYJ%0+ry{m z?0^SmTx|Nz))!$)&`y$sp0pP!&|?gyMeFXmiom9q|1C){4i5ILE9!c(Gd;tx-tJ;8 zRMiJV*g-Jhl{MP}oeoj10_4|7u4kG>%VeOHV}p<)=lgPXJAyi|f+?+BOEC6_q9zyx z4}bespe^;PmeqYk=%xAWvVSjA)jhJ8)tvqctUp=uBX}y+SLa}> zJF#ef;#H`R0MVyz(BlCQhsb837azOTdnsxWn<0y(9*J~%TzvT%x&t}FB~>xZh239g zte$4&l<31?;3+ZlB{y*O*KBR03*MCf6t!HlXCm+fV+jH<_tC#8%$Q49Yqim$X6j}f z;_AQweb@g!sV36h9+Yv-RIGgb)ZC+#$F_kl-5JCAho0y9IX* z?(RE-!o^P4}ENYgE-3my9Q;UP#q&e zv;qV#DX}XsH;_pvU)8O7FFeh{DTrb~IAH?Q7rhf_sV6HZWg@3`mXRNas$>EIu?qBc z3Q64?06wG_IbB5klS{bAf2VtJPoYuZ`?Y+t*9s}xU4N)oW8?oER}DODF%C3G(AGDm zDm|SB=NM_~xuE~fEbuOA9px|Zgo+@W6Hty|zSyt`FBgk*O9e+D>q z`RIj;R$5w$gM$P4BjkzHpq7K3ogLWIZ&BvvPUq4*tq4drf*c12_ofD) z&quDo@veLb2{;e}gTyhP!-RVbYQ;mn9yUYjO(zIhEoOmYg8R1^P_8yKG>|>kbxr|Y z4}h?|++z6rFP0JPuS{uJcxroi8M?}5_%R^-RQ_pAuBZU5fKwb$kkr@L|0@+?(I}jF zV)iDo<*sN+N%IxumVF4_ixWHk_5G_@G|n{@BI?#4a<*f|=wnk-*sL{7ug#_lB&ew~ zHLHPt1^8>H#K-tJDGr_dgyg9C-#!JInw~1-Eph=v*rJMiOUrg4mPhSJ2?&S=NxhGR0r4H5Gv)sN{!4s| z-R7^iow&?Qflk^t526N?UzS-Aon2GA%#$p$0?fjvn=`jSJWJ@fN-KppA`!1Tw^)?=o~ zQe@c#2rPQ`DVMF+nI5_ zyc4Igs{Tv};WsWo*eI{0^c`S&grQLu6%~P=v{9MX*4Dx;0r5(ofqg`JCcm!_z-9jG z`(n>6g10L26b;SsMk9ZsYkwc^?WRtNw4%QfH_Auj$22F8&CA4sxLNJSCwIVJ%$ zd8VlqZH(4O2L!b%-eIiFu>XW38klqdxJw=P-QRD_K*!@FGy+kJP^Zu1ZgP|LN>Oua zaWUoN8IbE@xI5jQs5=-sNTCW8$O(6z%@j`nvH|c%8k?Ci&=nYf9c#}lt&QnSJI`(Fz7h*owwBE9Q@; z0BXVGlkTYu71e8a!HQ&l~`|vgLtV z84M)tzDuBA z{(A;R@LWmJ`*zPKl%mhtX4=xr5&{szztfilm{~^;jjI&NAG&$Wz=re{xFz~4@Rf(b z_72y-qs04PD&|fIE4*bJEjs*fNBSm)K52~y;r9e2aOPQJEneM#Ky-S@`9EA~;#9BJ z|2~khYbuKBqfhR}&}V=^-2H{?|9a)%EC98ia96igG<13O03Skt@_#-J5XxT-BhW>c zYC^95?~sA3)AL~s?kIe5Tw^$wZbkf`#4>{9U$-j7+JBS{O|J6hvv_sR>URhTxPR5( z6;(@f(YeM~iWnWx{czfZzvyh?G)HOkb!MrcEd{ zK}@b{V>RL%K!gJV7`RF-kHgx58i|?P(s)Gas9wVwJ407EpuC1S_y?X`nbjv4x^)Wt zE2t)bRLn=r?zez&+y5p$#O@9KLzil5VNNx&Y^j@Vh6(^Z9zp;SC_&@JRx;Q%R)=F% z;h48=oF{Ttseo$!Ki6B{*?Cwkb#o_Fw|kFf$ouaLJG*-+D^)mMl<`CPSt{)pCz8ui zkPtcl@-YRUv!<>}>)?K=xaZL|UE$SU5g$e?HpZNFpB-Qq(^$uv2tWl%$kDW^ZixWZs zDC(2qhnKO`RT1e{5l34(PTJdl4g(AV2tNuS(g2BjaV0Mhd;#oF#{YDmC=d`bz#@B@ zq0Lg;9G5mpX{Lqx*8`XUqT_LdUlUifZrC|uTzJL?2?D|xOj<}qPahQ??%?Ri4VYle zm8%XdG&Ta7&D{ywsNaAv-14lTq&O2mq2S$TWgz`GfD$O%`)tVRJRUsMz#A|lY# zZZ{f=4-5O9`>Y0IwJ$szMobusz5uz1yz=4Wkzw={ri*P!_!Q_s*afM=QnOsf3w zeBK2-!xw;fl1HM`yzTe;x8U)~OxP8~*c005G(Xt!Zj1UWGac zyt#1#Of!OlgQLIl`vBY_LPEmIwHytqD_QFGekrd@%VSlaHQ>vLH$F^4|6?@`|E4u> zg5=r+NHl;r=PNK^u}T0f0s10GuYcwx0r*C>TBpNqvqvP=aeut9sEE&_9xz-1(xhly z)+6BEF`nY~f?8Ii0e#Q3xNbB^+ZM}~%A0RRUPk)DB} zXchASxxKzYTtq}fNl8ghPfu7F>M_m5@kYwq+go0K5{PmDCS&`bj08xQssWdmhLum1 zRCII=jg8*>nXbV|1YA~&j8}sW_V%R}6$PsdW}k*~E-o$rAz6A#ir3R&@lH%503%LM z|6D%(H6PcN+}6hZh@J7>d>Rm1g?#zS2Vf*$_#X5CjV{N9Vmh!wCitE!fL6b4$L)Ly zlOZ$`J_oSQ%4kkBs_Y-U_&Ajg0C*sV|IH1M-vKH8Xd3It?(eZ%+WN5(WXA(R4fm5s&Qz=##Cj`Sb+B?tBB*&@_M! zE+fvulX(EVv!Q)WC#Ub}WB+OgK&%zRGcB-VD~yDP`Aw(7&C|nJlK`z|hauyX5{|4!9NuHa3UH%>jTl0=3+nsN>KwQUlX_%Q&{SN*iMikSaU}Ca&vQ!Vuh27pL&a(9ss~2B3wb3Ba zSKXK_d%$9;0?1PVK<8m9p=@WO6+q@3K8Ns38-YnH6SA}4d%y6O=wXtGr>j!Eb++zT<#$h%B`@UU&^%t0Yc>>seI4mZy6Rj5)b{f_JgMx(S z$$%_WBmxs~PMZK$#0<6)F*o-!K+}7^J6-u!4?G0`xWa7uH<+B98~`B$!mJ#~$scc1 zQ&WMQI-AWJ_wkp?%0_Lhm_|WO%|&sx58zO!QEwuntxa&cckpc|Zh(fCHl54)2yked zo|#G4JwHB{irxaMtV5Wf8Ra;-*8*J|c;B>J(Y3#OyZ^*b{fY%Jb z-$1W&tol0(3#lq0P*16p=aA;*=SvXAozZ7c0Fz{q<9RF)W zNlB>7aSn#Py?v9-Dv50&Kthh^$3NWEX>ka8N!ChDP8Mr(zK9(jmQ++!1Vrsu!6aY( ztk|Ay^0{5lpkQD~b7uqk4Q@|YlJPPARS)7OvC>^WuU=kWfFIBfc%^%6%=+cw68Kn( zY^wxHIYIzJq|El(IzN|dGoR!FeBFTK=ew_I+&3_AyFl5Jv&!Wr4nzyk1psH8)Qsks zh>O!}H6!PX9&PUKI^P^96y0qDJ3P3H(g^&!rKP1o6Xr`;c=&RyVF)l$g@xptM>h6c zu-_$t&F$J1GuO=&I47oT2zUZ-Vyd*;23~4qc>o!|VS#Fd`Z`1a3FSrT;iKEJ3<3X)xJD?X&&c{jaQJr5yj_kosCaA3o8}RuWL>3x7%MGFygy{W zIhH%NzuLa<^S|)Dj{u0d?{nAI?OXA~`}A=K^!<*BHFAsd!lXC0`{zz?38l3a4Xh~(QzG1F@4wRz2ApEqxYw^Y)KjIN zQt14?gF9iaW3&p=o~yQ&oypF$@jhz{VeIPnuSxn-9@+b|O}r1CA_2NF_rBGxmN^|= z>)PilIJL2lim%@DGi&4S)t)?gAVW!8_iwI$(JQ&u&fK!|n_ezKhE-?oT|TLN>zZMW zm4*GtXA(=NSn53Ptb3dMzDwg59Sv9-OjZQ)>&=$AEF4}BQH;{g3J_!EVc*1Zy1l)OVBWOv#OW zc`e^N+V+d@Jax&FXh5-Rj5_(5c-diSb3Aw0f>AA(!EJ_-@`sGJ+%(mY84aWV~KX=QJ^u%#FwV7{mgWu-Tr`jSyhWx>`KIs zVX=LBaz72yt>`!piw@1?D4!h*^BrKWtDsFZ8W;ao;bgVyxx!vCG1oSbMdd1GUe)Th zglSQF%W;?i-=$8QyCydWvS~yLb1{2z8zKnjej`Q+VPYd*@i=U5)DWy3wC#f$U%aAD zd#-ze>7Tf7P&7ol$3Dt@Jigq{#KG~t$M03IE$QMQ_4U35U^X0cdf98b0OECdno)5x zaPKG~dKQw-i&gvEVW@$anW#sU+--zeX1<&~LB?YHgst}@%>dJr{iwaq4bK4n{(kTg z+!Vd05E4PHp(pd$>d1`dLD8fmG49`oP(k+9vVLsuIop)IBI1xeT>F`h{^)?sgej0Grg+;R7#KST)dPbxp5N>1D1wr=-0?;g_sO} zHVRsY9s43Y?=PUIsNF-41?+L7Ut99uY_N6MA~QNDtGmuPJYp8f*l&2@@|-dws!=9PAxgfbpxFDtG7O=3Kk*HRRy_ZpM zk<=S3Xv%m+Ub!e(pVZ>~ZT%<{`&$Piev5$W3|0%=M0`-w(NuUpkF>1z-*)>pi-Ci1}s+)Qga$j5jXvvcXWhQ!6DDz`Uii-QglF6KW7%EX>p%5ZAK(yAe{i!_k;8 z_^I9<*VFNK#Q#Kpy^2srY;+wbC?Lpe;55k0sWO+ZpYO8*wSxt6zcL1r$VmioP-*sH z9+CpKu}oew#P%%{zvW8&Mgl%r?T?%G3tcw0c)o)2+L%S(*MmXV>^JmIdBX#8QSvY= zv89asiNwIT^55$Y6tSZink+Xm8GidA2JHkh6)cCLDI0|&kD#LLqh>Apu0d}`v0AfB zkJgO)DTX8aIP}psx3yRtTrBtYzN8QJ6Z7|5kVkEj-%e>0svM*8HW*+U*3if5Zc6Js zWfV%fdM74avgLv#sxwj97RIyrM}-h*XU#?$m$b-hQ6^GY#c-vnI&fT8h8n}3TZhX! z$I$$X_U9=mnD{}`#YPT;P#o;x#iLj(T1=`GEB&zCs=Qx05l$+eU0pjn4r5? z(I$_f$g_0%4h497zgisbv$ZH+n|4cUVg{rEWGVTkrW0aplo0qin~w$8Yh3I4(?Khg z3ZzH&C^8{3J-@My=CaU4|?K0d|zdDE?%P~Gr9yYvcF-i!voGPSw zHTmFbA?ioYa|@bBi^vx%%M*MdH!&%azvL4t@L#pYZzn4U@wRl#skr&wOJWC}BdeH>o{DN8Di1KOjJ|skOkVTt0kt@`2$4 zSKciyB;Iq^TvjG_j`*!!eS^-@#;dkWZNko2WccmnEbU%vmsstz7i(hdcR8PF$Q8`y z_(D7$F!zi*U76qHbk{kev+BUvlMq_%N|4qZpdgT)#{qTK&ri;@Q^YYLg^tHJdr10| zECE||j-JP4IjA-={j*{?T&vaQ+Z=inhs``_J9>X`3%{QjPKcduiB5;e8!m$al_-Iius5AJJ4!a3~|IIq~9?{JQ>7?vPO6CvsDtaSpdlkT@tj z(bNsLmi%Up14iFS3Nx6%rPBxrW8#8YC1W~P|D=ju{qL}|Bs%6iJ9e9<4emCQW;Bd5 z&U-sSZK8a<2dHC{)1ZC;MGtigG?gA0hWicQmK}CqBhVJZ^n-%hDZQ~hPTzw`zov(< zmLUC|r)FUhT}2bU`rhz9|MHEC-B(x2_24LA!AUA7$q#FZlh zz#6_ja?d#Y4o`G;wt*Uy9Mhh@!R=*yY}hknrCgf`5+Kuiov@{i){Xt>S5Wmlo7TjmGv+ou@^Ia=?sSyf6$`f)TYms~QZ!Qc<< z8tYD=n+QMQ#ngC}s9C3fz+d3NrW#Q09bSHQ`>Jx*2<}aKob;0=Pz|sWONRZZ+N_%HGAzFN3Cq7v{!d0v5_6Z+o=umJ zL-inU=DB(9=5KJQeaInuGyEde^DszbGdHG8N;#~WSRK1ZB&4p+&}R5<@_BPLTde4W z;oLPz@Ee$d4IRF|N-K7b*3`3$v!}uiXX4fvo!wD=4ICNsN|#KNRdv+7csZT1sa82+T$~&(qfTG+4gF7B&sgox0ElK%E2)}U@q9>Hm7vI|L#l%FI9@y`?_?j?z8 zIm|AA%EHJD=AnrEbDpT-xkjop`qt$egQ{ZDb~rg**S zR(ePbs8!!J$nU@L7QUrla>`t`(hO5J~Dw#xo#l({r`NE)C#*lrqh+`X!rHmepZZdSPvOm$nAv?us z1h%wYDZO;W{hFV>ihC3ph#h1v3c^!In7}55;F`%k9wdSah-{xo2e}h83sx2z^Ij_| z%3*T^-15myjs$CNbI8r{-x~b3eB1GJO{s{V(|qBS-W(=NSiC_iAf;R8&i24LpH$tp zDWP7G$||nA+K*ecj;Wz^_(U2i406&w-^bCB+cuo=^8Lv@!XR`oQjKW;e%gy{`ZCii zV&;Q_8>=V_89>F1^0FCpwJV_K4gq5jm%QBw!2n7m4=dhmrgi_LL7vWS46z!GSYz-d z1NnwSt^G3e6c2x?Zj-4dgK$YJoFq_pu{fXy4daYT;@}}^g23`o>uj6D384k7V?4sq z1pWD-0FgU=dS3f8183|eHWEy$D}HwnFZ-q6Q9|$HPx8P%=4RP(X&;x2?iov8qdT`$ z^?iG=dehC6(7o9c+i=CB^Pv5*)MnSI`WhkJ(sN<|=iYpd5O*3osF5e_2?V-2dauTY zs|rz$GrrWeDoP)pvzjCXv4cIy=*o0P=?X5Lm=YJoRu)KIYdKEyXAgO7>3nBKoHY?? zV)v6{tBm*y*P%2s+JG~&HEUhB-Eqj#pyNT;bo5SC_yQ9*VRf9IWbI36alu342vN$j zf}3D8)lCuII%`4e(YTdw(y;9Z{d^@Y;yO(q_r|*47JW9eHP}?o5M3zm_;tZ?v5iy+ zL6M@|a!*@FX8P+Hstm&207Km&8(+rqfz7K5t5^Y=6OHFqDs7OZCbQYHC(7GC_~P6) zy~4MQFT|x1T_-Cc#up)vv3$8E1G);ahqm*e=YWbUi!^eYIavtXydp*oyj*TgZ?(W0b2?+JcDpIX_n-M=x zy$8sgtZC+tp=d>Zr23u(74wd-+LXtv^tcY#7R5B4;T4b=@zHDHChkw6<93I-k6c28 zDx96)M5BY$d-c!l;exN_g^L&WiOW)}ejdeU!!Ow}A}?`pW?}rv>4*D1E-bgy z4pOtCA_>b~p~|SQ*w1ZRMVQ*>V%x@SfO)E@#ww4FsRDHpOSquRZQUl#_7uMvO|es{ z98M^=>vKJ1TfdgJ9}@9?9>-Q_oC!Vw#mlZ-{EF?iIs~8YE^RrINxBPH!)f-7;VS;p zZVByd@H&D<4?eh^i$$cSzq|G7Tn5vTT8_Y$IikN&mMmEzAzZk^CD!UDGYA>AA;EB+ zQj=)xu)*rBo$0m-TRxyGKvCcS5XR@v^@nbM#mSH_&`XN^sL$4`8M6e1Yr?;AT-DRn zb?W|BdIfbdL`=|Aq%7F+Yc$XqRRx}p&-AMsvwYzXBNcZIqGWwv#1~TCOFvsdn2xxE zb{G22Wep~~mIQS>7h%w9h;TwlkXDLI_Em&&b%a~Uh`b=%a^tgNI#Quem6he4MsgQz z$XL~=OI-y1DO-oC;p6a8dBHz0v! zwGeze`D)}V4w_s72cy8r#5U2yo#;nE<7PruZ8A0!m)Pf(S=6D9!*zyH_IcOo{8@qP z!%}zjL6tvMPh>*rwz~eXOz8BbZtIDrb44=UqmL0^A#{mxb-fId6)qam;?q)8$rmAa zriM>DD#)!xX2H4iQ*3i263|x^?%Lvt!4zIk?&6>l+s2cmyJajh zDU9#D4_ks|Dao0=p|{1sAD3?1zn)~6PxYIFHYO z?{U8*J-bLIgWngX9gY|#ee)vsv5m&7sJK29kUL&)aDzyfz;O`qA8*4>OiG2NC5YXA z2K5dRh^Pz7KGWQ$-Ys9d^VOwskG<3QhgG@H-zB$3YHjO~V6w!l1)z7Gj zpYx;Y2!^Wy%aXWuPNzv*Y8oBqrbxDHduC#`aKzuNlQJ)7pfB1zoXcPN~o<^sJW>Kb+fj@%#Vq_vx+P9UY43djzR9s*@#k}GJ}JfhR7dhztLr^K2dgqS1#L^mSdv8n)rx$yDQTqdl zxrW2QExNB(wi*7o*Lr*@B~*)o6RZZ2$UzJj^6NJwhRl!e-6f~Tsr2FgWp*)Dif5KJ z?@&Rl=N@zIaVh7Jq)lGYXlwzh=hmzUF3%}sO;5X~gH46O& zba<{y$9Iwj`U$)N8y5e-^Us>mOxI!QHT)k}+0+$S5~)Zus{BnuAQXSf%g5nMj8Ef^ zQy&D2wX#lYI`3-zaMQ5KH`Ru(?aW1ey=zpf=;|7Df4fzvg1E!-M7f|W{Q7k(B$P!Y z5yk~xkw38R%&0qVuB;xau}|2aw9O%y21`cETwk-}nJUQrm?Xr%QK|6EGP9}xU*D_$ zgEe*fG!zuSOuB-Eyye2(jzWn&g}^ygv<@Q1=cSEbM%AaMvo7RZ-Kt^jBf7tE4dv;3 zrw|eZCX}p$WiN`#hIg>tm?9=nJeZ;UBoXxdwy_YG)){Z`?`T$P?>W4Gy3`K~%r!H4Px01M@oD10DIQg!*1IH@qB5KP6z_@$ zJ&jQO#LkuzH}}6b9Moe&zRk;m(uOw;xh#~Au{tt`{#;tHO%w>z9xJs!Ze8_zz%`^{ z(ayOc-^}U&QM4i>QO0ijXR~qoT43b@Yta4PAT*AcZOE>M<5Y{DYE(Wm=?E2`FnJI( zEv#R687%Luw`Sl?ev#et`0i&iygy&+5aITI#Gd3~(M`CMh@e*W;Hmp@tV1sg=;sy= z8eQ?^!2Kb#gOcT>xNj-)+04}B)}6rr!#eOhcH^uzv!bLE`H@hiC`n0z`(q$3Mqc|G z{qrYju8!kZk4LE9ScciKGzw{)GKY)u<|3@PpXeH$+&lpj6~X@a(K8FhN#OTTk;3K* zrJ*eH`^I?l;^t&;S8It4VY)x~A47^Ywdpa!YO%1?`{L@LwP)nxDoJ-8PEdlJm7HF~ zuc66N^U~=!wy4Z(bBP4KHA6NQ*SBqPN&dJ|rg{0DgF+Ovb+M1_mozmrI5Tl- zzAWM6GOU&0cqH;Ht9VphVtqhnAex_7Q<+cyID*839!*8^*gHxcb$N>d{g<8|1u)#! zXL~L+X;r7K>dluqycy%=70Cd3+XRb(>`UyO;{s z6wUUDqHC05Tfum5S*MBu@}l;Pn;&}AQjTD=BdZuQXOM1?nc~+}7?cT>!-4idhd@@0 z4AD!>x)dc59Y6E-dvMSzhHu&L$Lc7?MLsC!qTr+OqJ46b%`4^;MW`$lon9%ZSug7L z3u+Q@spkP44{M+!oot+=JUBoW^GxIt;x_{v`dut(VrGlBAb59k;!sl4vT-tWmxuMo-$p}C$RU}ei<}#q{YeR zyyB0y{&bR5c|+fB{yHd*U6;SeY7Qk>C#dtCn`Ps78B5H9NPbE6R8$l#(s(R9*1SG? z{?iFItjsb~!6%v4I+sutE193(jOa+j_5R~dOGMXqN}S`*1g^FEgkLfW;_tZBRB1MLVDOkclHcNe zNTs2>gM>^2EHG%;i4aPI1rO40()%A-N}_lM=hNwd_H}j&wEuXEA{kG#i}&2&4kcmA z#9MF~BQhI0AJR%9deH5ehWcHiP9#r^6h1MZx#(@hAxV#D;Ttnji>zu`e5Aure^NO` zeiu$4{=U@u$8vhAIV1nu4n~ggYhJ8sLKvLXyhbMn>SE+T481)&raTVZ0;i*sM^*#j z$d^_|+c?M>l#Y>IPq+FLBP!f<%f4*-Nm%aF>WRi!slFmJQcEWOxwqmI#q)O}Pih~d z2oj39f|Dn=QY;sWKMiwp(T(IW2zAm1B#Lzk#_lU@YR&hRaC)@dHU%eepx({&y9X>2 z5mvIrZcZbbRb04*%o`?S*DI3+zJ$Ny+x;aB)uNzJX8S5;*N;c!eS`bqANBjFwlplD z1w2>DX8IvKW3+!E&n2<)v07s2MU}E_dLnTjcBI8@tkRQrU|H_YjZDE?p4ivF$RXfM=#cN)eko`2iV>3!NR1nGM@ z_Uee16`almQv{~!bgGyAjVV0qea@<`$r>D(^zmjzjQN<8-T9Bsju#eXtzjGx=Za(Sq7o8U!ZL z3^BDg$2=8rIWUAtQKUPqTZ9Qk>cG5C(M66g)2Uh-;N=KE*UfukjUm)<1o-6a^bUT0 zcA=s8&U6+LgR(MQaGgRS%NHq3>J9@J4%zLVhb@At$M`-Zg!s?uO>xy|l7XGq)1phH zn#x_OsLL@2u^&vRoO#oV*rJeHmyZE<#0@)mJ*_)?x^i+ht|O!Abb%FhMYHbd?rp!`EFsd;ZJy)>isvZ|RUg4cvcb55?TepRubj!c z)%XPb5Z;1}5h1qWpZL&wxU^>4hgrX7AyY%3x$Sz#J9B)HA64n1h%IFJGA^ESzlUEP zx~^SIJmTSCZm>dlIRhTQ>QSJQg6qHnV^k)F&?p9Hr^ju5Sn0k(U)y7pQ~jBA8APs0 z(6UeR=~E9T+)P(d#We?LhsV3P;;7}}BXj_1dQLZy%?fW=XIPe!(FLh7HNk$&`bY7# z6-9ejQLmuLE1hTR7RC4yQ`qeV+MCA&!E^pa8v^cR(gj%jaZ^G}6y7ysf{8KgA`w!< zP8JeQCdDLSN8=y*%ek*BCzD4W@Okn(xEvng1YR7d;?vo$jPb9Y{@^33cG-s2T+zGF zmNdhGuQf(k;W>+6@)1H3hfEQazI;o0P9v>ORxyq?9&!GXS@1s8QHA?)PhOhwjkgEs zlB?o%NPeY&i>Gt=1t}&)nD#5=@IIpSod7&@mFmT@D>wpI)865LBmvqF*`&}UtBIwy z_*cQCas7`wdpMyT2fEL1wx@ChvPNZ-;%xaoVV{t~%Y{$W@b$bMu3uO1cc1d6RLEjy z=$-)_9y;o@bcSah4Fz#Vr+OiQ1kdYBn8dgP>l7y|F=MauX7fE7CSM|y^RTJpaBBkX z>&nYUTHjKt^V_9Ym(kr=15|dM-1>>43oLO|wo&TC)0MKh3xzXIua+hMD%;;lHdXS-&6YUG7hD;e04%#)VEfrniei5A4>JRmd@@! zX5+SSQBA4PR~KjdKTzDx3YhCwg6za(G^uqQi!!;z)qBnFiLjw>Eu=qc4%zlBGZ&}K z_9_q}2&4t*@glSl$WO%Or4T(8Bc@D95WW2E%=+5I>Ip&HBEG*}@5_-Z6-?iN;jQVh zOoyQ|G<4{8g8e8w^IVcVxJUZun5g1o%CYLu3LLG=9<`f>f(f z+#S$~^{hW`*W|6p&)~YH66DPADMqB-9g#wk^Ij~#_7%H%V^N@lK>c$$y=09m}qcO8}3%T8W2Rd^}M2XCjp6bwq{Zvt|5?5A)AEm zWgH^9$zv0+zW1XxDri_D3Stg8#$bGs;H-N=t568`1UqGor_I<5Ka21L%G7&kP#nO9 zB=CmtZWm-S6c3E-rOP$4M#=q1x30fr?1=BLHg*c0-Ba18CyuuYE(1pBIArfntyb$J z%x}(1U2yLO>drEUy({vTqO9hg{-yDEMX}(T4ZC|Lp9sV#$Bj5p?wQz;#zw}JbeI6D zPb0BvfQ!KPFlsjPGwVB0Wq&7R&+Dsfi?A*9f{+emHNvu%RrfHJ?nS*u|j`c*+zivZ;QO)ROfgPDd8MY7MIwqew(k z-Lhu55fXI`mhf-`?cd`z!f1t;^J4mJC%2$`Vrmg<;%RGV8I|*V_=<);;~iY_9NcqR zaX>So-00YqqR~)Ss9t=mwmU3IP}s3QM7y@wAf&DvemG5ZHe;xPq48ElS6rf+12qu`l?4i+1A} z_+kGQ#;8_;KAkWeVt?80`SozEUYXp9ES*iR^s$tczvt#D8gBBg);e0s@pkUE6AGIb&6X@Hc2xaJi5a9Y8n@zC zjML%5netH1CC4P!s$2Cg=SG&RB4vkgRI{b@-UiLzf;Ma|MDf%p7n-)oGP*Qo`d&1Q zAtu7A^RO3<%@L~)p^TH-Y03(TY6Cm@HV~FcPd6bS{L4b_E@vYj%XnuM;rH_v#N31E zmt`Io`~8boWw^1IdbGVf9SG53-HgOUF~|e&5uylME;uy$u=>Q;HsFC!CY z<8<;!h}K{;CQlFsB!3}hxslLc1(@-^qS9^*Mr#~fVpYXS`P6FdzM`gK6?z7bqKWXH zWdz&XlMX>14>yTAA=*qWrFh!i)b0F>PK%HjnB;(pqvo>PpSLW{(*@b3fewW^Tro?= z8DmeDze2F*9hv5nggW8AvmD4A$G_KZH=up#|+It((4 zWt7@I^Z|5DhO7o$_R~?<}&15{Rygxp|BNH$NLyZh!NXL^1(I<&1eJx>w+#9d^R-f&1xx_6;Z88a-&kksLzrPk;C$zvKk*t4V^Z)*% zK7hh;CS(sIu%t*=_+)0PkaM)VXp2={Y8~13btT{B>802mHgiE9NopvsXIg<(h{rKZ zKoSnGM>6jOo+pUfu394?8=1aLPno5?_UD=~xTA4LRetpj`fC&J(%a=1;A>^W%jXq8 zyxx}ev^+9tGouPu3b?CwMGkWpDc_`P-wI1=vtPYy#447R#$92(a z5HS(Q;N$$4K`+)%+p2O_SEVxR-;u$zk2dY$v-3X-Ghu{TkeQ`M2vcU<$5blz=Knqx zoH6MCB2QqX{a#+r4UgvN9U{l0vt#~9wDol4-uH)6zm)t)^<$WLd7OoSixu)zkIq=u zqm5&H`rniumg@EAD`jliG7I(-TID>AkeIK=`-i%eM%cNFg)f5cb%uyXSX6h#hpgae zg2bM@J=ZE2wg!DGUE!2tceNf$yGIdhcU)!C7pcYV;}tlSkc6C+K|Bm-m6Fd-xGHJ5 zkPO-tVFeJ#f11r1{<4rsv+r9ki3ekm5X|Y)i*j`R3Y$O!l!#9gwsmuiBh`?7C7PPi zHZMrk4o-__<0^y>V>u1$2r|nyE$6PPC!db8-j`X;VEQZr?H0TBll zS!pKUf8b+Qz+_-D;?DXUO6aQ}9hgnpvYFFSS}Rxgj#pA^%n-9ZRaz(EvD=35eh9YX zWvJ1(T35D1vhqbP5(2RVi!q_qho!F9Gdbnwg;EE`)wO+T$g56+X8P>Y%an-}#h_fo zTA8hM8zN+DXlhJUi#I#v5Yt+Pt1uUPKa^LS48L8-!2 z3OQ#*7r~OgqwhiFVFSTvyK3mB_ms0VBn=`j)6yOmwMfZ$_k%NLexgcVyO*+^zyz!q zT9gFLw`H)@zq*Q?gHe~&$>F{tjDHL_Gl4)wnr>u0GY564%3om(zT(lY6C^-UP4l}h zh7eYY?jU#?tD%^+L@KNumiiY$r;P*$%k9Dndt!E4g9c|-G_6##`HFuPiTk}7@x%Td z;XDm8X@WPSorE|z)?Xv$TiBS$XPwUm*UlNHzliZQ7h3)7Axl{pQR+-F8M0X5Rt6FzAp-d zxPe&1@w30jrF)OukWk%9brnJQ>cLJm>{4UnWF!;S%ONW`k;Goe43|Hj?%R!+6Th9* zPq=QEb%MC7?!g$uY1;da3p2069fe&J3|Y_n$34PSoeWBD^2THoYeC%Bf^2@SR3IZ= zEZ5-;^1;743qjssmI`$$J!1BtllcZ@s$k7IW={mciL_89z%9jKxF`zfQ@**szQIr{+bQqJ{x$f!2E8^NLyfrp&57o27J{d_8`@EvWi7YFB#+LLQ*;IsK zcj*r9_eNu@rwo*?z*5%xZjfw)fw_DIi7!lLqZqNz{EAc~ZDiSX2d;fZsQFi>z zScz;8PnjH1?B=b>h#a8CsYk3M(qomm@D0~a1WCJDKDZnor)x>#)5v)zRb&oVfCi?B%LwJuvo(K1kDnq$5yD;I)j9-}Af$?m)L~pAIQ%gI0 zwX_=pyDRLN-(rm243%5lGIg~01v)ptd$CWA0JX?ptFXW^LE0XX{r>?%K)t`Xga+83 zcizn|u(1ld&}K;+S81iKtyvwtRrft6kgQlA zpHKaUdZ=Y`C9Zf7dueKYgye7*6PD7c!YeE={kHWbg^7EwEqDU+70PhehTWP@Fl ztvFB;6sPK|#f{q33>UBW+tQ5d{4}5YvvPX?WCyjxCB59|e9&^8@bBh%uHs~>bccsc z|FmWw#OQEok<~J8PFE!{jI53NOksOu3ExMiB+RBH(;-bwwUiiG`Q`88GlaXifsQ)= z#_Y!q#Y81;sAT;hAW8HHyP_F#VeUjJEI-tCoR^FVOm1kB+e2m~KQhPUJ-0s51Emy{OP@-%Z>a#*wFE3%(effxm z0kW=jJ}|k6p{=MDTgb@O$;_N8JmG*hLcGHtLyckgv~>3TxfQot$hPs*$dnpblHKR` zXfPD|U$?Ufoo5x1oj%sP0{ye9XSpBoE1l(mt2RdjM9kJDfx|Knmk9Ed z33UDCkA3}8$+D(O=|KC&!_}t*TEOip4hFfBq!H|5(Va5f#TwZFtdFFdt_bAfCGeJ? z(yO4d%X9N|;nYDcc7n&Rr+)o(%hsOI7}M$NGtxP)hWa-4lal5j4)!A_BbH(uC2`&-R27a%&OjFf> zL^~HPx2;M6tvW6|vmzgvn&CQY(9N6zj#9Y*`0(^%)J!aG$=L>aJTaH7FidbCPK6$r;cQ4Hr;wp@@EDs|9Rm1Q}z{` z*UZYkTP8#J$&^#dT{)jidnH|jfCP?$;fi*9-zZXsi-x^oG(O)QT=$rK$xIIDpb~OM zmXMpz=VGjl^9>=QQ~ZLUXxESM8fTN_4*pt-=C4ogk-cLmD69XO9|dgy*g^;cGpCV_ znmZA>OA$x%(qlI#B&T~FIOmJ%-P0(Alu>=m>m@dh?_Q-q$gLm$97S@&nV04!j=K2- zjs}`ny~r(w0i|Kt>3dNI)Q(abVoMEo_SR-uD`O!On7TYR!-ahDazahX>dnd=C7($RQV|4^PV_$9#>8Y$6gD@Z7rB9vR?CZ5V&;v zFvEq&%iIy|Gv5F2s*1l*RdM=1XM2KH5ft+Iffo>D7g&-5gF$`h8b$qeN*a&5UJ%6g3{2NfZ&WXM`vj-2oUWXr$qNbE8vhA~OnkX9V9@s+n zeF#*E$sO`O<35B?ooL~KA$27AXoFxnKF5(;Nkm;8>^m*{8d|1+^=Tr~co8mhOCRCd zlCYXMYTT&@_K9xp4N|g{j2sd^b3MeZ%EliqO2^iaZRi~iln*7@zQubT&rlnL^)%nw zc+GJ}0QWu&;7Y3=`WYnMGFUfAF^<{Lz9DaPOmIXA2Ava*$icdKtS_Ws?NjDK!u)^K zMBqH+uQ>ZmO)5Xuyij$6tR=My(OvTG$jU9>VJ6IntLZ?4vz4cn8=I<3%5eq;|D|$(YygutZ!`1T_scX?k|g zRyKonnx}T>w~~Jm?hy{p9zMle)gJM7jcAf-XGMlIITVnPyoirB32qL`GB5=C&;=al zz<^eg*s6MdS zEyB2rkJ9Adz`lH|Nqvfm>rgpr3K(PLiU<3G%9*Agqm*M3syo~!4wuj-pp$7lUGJxN zX+i+&8g34?)0|iZq-^%<&c$Ne2eYi5ZN5r<4z`X1%hELm5?3yD+h~{GO?cGAbHrAn zouesAxc({YKA>LRK(^I`jkC19vedGv!zD(SSZBWDgx}`snyYsc^yx#D6lw(eYugp(mgMP_I~6S9b#9N2bqk9)C@&tr9$`*uPB*R99q$f>9QrF52{ zf<5;@0S$DZ$4efjDR9JAQyPQAkrq>dKltS-Y4?`&-Vz-#&+X$3J!T z0G!1geC$pUCi?hM#^Fqy8^9y%CeVt@z%=@|g#%)bZFKjHU*_c5SG&xz0p=Z}8k$m5 zcu=*=+1+ZfnfN+@sDv9rcFjluqObw}J)&PoM4{SFbXnTfNjq^OQA2wOqm1RxksoFU zS2=e*W$;iOTGhJ)s4%fa&ktP;?s+h=mk9C^v+&Aq3YT@7(BOW;aFc~2^j~|*lQtaT z+$rV$IeY(as00J2>Nao3d6JSJ!tGufxE|o%cRzJd13uKF@bYOt4U$l~ffrwWu^3JD zvbTTOU)&IQJ};SJcnun=Q&gzz@*FN(`6^*cxz>j^A6u(;5_T;*NW9^e zkyr1yJ{V7JIA)<2h7N>`m^f*5c*5ESez_ToctlIWX$u{_N;ECL}AXD>6gre z2~z$<10}Be_K+N1!OAVk=F^trt9Q7p)GjvCjuRS7QvD*31gi7q{9rjaT0KlYz++ozWe@8y)5%= zEFmiTPp5T}{lOom)s^mAwJ<-5(^C*(UbrP>W_w~M+Fl?`c6AEl8WcaoZlm}DhwmG( zb3GgQu8uWFd`?7{S_5bvsXxTmZK=O0ECjapZ2`5OEp=rc%W(m*HxSEWofNWlqiBF}U`UQ|k2x+8n$@+KIwkS(|DK#N}oNB?BTUQfR)rcMiGI{+d_=#oLojcSr5D9ug^;N!TU1gjaJJ^x2O7Iu^v+7FHVr&)^besx+mVI$ zy5%QDZKM4xBhU!q@h4f_5cPbcf#9C9^OZ^>7`jyms@^D93C&o^ZS(|p%p|Z2@U<)Q zLUWlei<-^1wn3cJO#htxQxpiBisQAbliyo@w?b;}4H3_`j6U*dJZ<-$fT>?yYtV`- z0k>@%H?Sf~}`DzT6R;4SyV%o2K`MF|yM>#ciVzFMY8bUj;m|PnZdX?wzqi3CpDjL9e-0YllpRM=ku3nY$hP_7p~01P z$ye{6E2rOBtMT(YKS|7ZXQH&qf`D9hWE)u#dVrjv6SVYb=~NCKh2?#+M9gut%-bM5 zM8X~Zss-{J>-PfgrWg3ilZxM6O7)Q?db!G@fx@;K(F|pEadNmUBa^TCWyn^X(`V=o zt1~X4abz%q@0}F4u-!{d05{85eNIn(eXgZ*y%U`-A52a&!0Ylrh=oqA)9052XGbgnZIYJdzX2|61eT?)GwVYnlb@M9Sh%Z^a( zlxwTyE}|rlus^P@Cfai?8{2F!FyBBt^Mhz|H+S2<7-8!ucfJFXs-S6eNsy*{pbX^+fkRmxQtZAv8Dj=YLC%1?4$Q&)`cig*)YSk-D4^6>}hoTNT*yY@J!v(fDv5X$s$bwyh!u|TYvpRsZ zlI~tIC&5u0Y7KyFxsTLlTGnXdb}ChpTcnSLqQ`V>6Nd8TIkApUqfVtI8 z((N5yW%ok13{su6A#eI_vl2vxHsQtS12tT!1pDCSEhtfRmb+Kmw8R^;z+H4 zjraah2PSaR$Q}otIF|MlMf}Hx21@41%`q{kD{k@}FzTC^rGR0#C#XNB z=C0Y_`EoPEy|ahYp3MUy-v1#TzDS^7Q5o1i0&oq}2Jbvqc@%ayz{p7F-A7?Jh|=y< z`P@pGZgga0`UQyxXqV1nB>@HC=ZwfOB1q@erU9c*Ywu1k1k4I6#5JBUyR9L&9na>>+c~cs8`ZEC?175|B zC0~ttY8YOw+VXiU(?m@aHcm6^h{A?bj%*c~o_ZzPz^G8tM2eyd#ZclId#;xZEEB8e zSOTKE#o0d}79mX)eQ}no6Iq$-JT;9M3iEGhL)G2cTeKZ>|L~v>$u9LR%wcuCwKxLK z@cUKc{3*`c7>p_obw}B)_O8^o6$&D?o+5<-g03pPs%uwuV#L@em)njteznR}j16uI zl5tEffoNXuzVDU{=;L`2#lN-iT@w5|_~uG~cT{(m;sBand#(SDO7QOx%4z?+`H#9= z(qeFnrD7;_xV!6Apw>#JrtBuRO%G>Xp=MShMp7NNt}BIpMQ+rne|4}Aqq#58CQ7l+v_S=^drs8!&p6H6F{}tYMuqek_Yq!10BFPOaT6QyYy<*^3JS z)FD+QNOU&3j*8CA@o%swwujZ$9E(IeaCVH~x8}rcWgr|VrL!H?lZy4UujjMt?z}yX zfNL6}sz{tzC>)Qi3R4H!sq}$83fZzcQ?qU{+Es?_SINNi>*u~+!)dg zejucRtv@m7L6jF!HR#W6GkN8nY)Fpi9`6QtP8|59mje~YVA{;qPB>gm+qPf<76~-d z#P8P3(62VB@Ln=md)Jpt96@tDC0Z(`rhuGkN42V{a?-BuQe@?#t*C*TkWLH&fg~llI^bb>k5Ng|? zH_Qu&>_9=qc#=CHL{~NLW={DAlfkW1*8{_Q%|(n6F5aX0IqtLR%K1S)1lh8Lw!hb( zn$-rN67Q&sB^r0v&5OAFm$%4oOty2SPqot)WtMu;ux-%4TM=X1nFSOT#sK`0Znp`0 z07rtB!ww9t#O3Wzs_L(v{_g2No^@^6B0aod4kKH_7TIRQVT79tag!Ca#r8TA-!`wq zBpvC8|2Raj)PsToDg%dy17WU?=%V-aNKwaK;L@As=GD(pvBXgx1_!vogl;3?Wl2mz z4+32?9d;J|UKc8GT6WC0)8(c3bJ;$Xz7`u7*KDeapzyiIJug1c z(o@OpshgTHFDgSf)q{R4GawU$e%ZrsJDp?LTeQ|IWff+VO@h0=CTbCg)<&In2?du% z1*nm$y&v9|oC>?QxHg9_9)q<+Hi}=i0$_~CLcHlXIb1u9^u(6uW?xV2luJ+WNuWR& z%;bio$G?T>GQo7jId-mqX992D>OtpW(Ah=&sbHzipk*!}y~21m6cdJ>u3g29_`rnQCaEJi9w0x@1pz6f(wv6fS~?(3)8>`zY-7&h_2p8gOo z$WEJ4(I;GGGO`$CKxVs7=~h*$36Aeg_qh^9W>5}P@2AF;yE6J9UzeQRvWsqkBcKiY0EFN*-s14!~M;EQ=* z;N%pE3^Kzr@nYMC9%m=Vt$p2aUfbvIef=`a{=zfTHTA?q!}A7HPGut&@YOAa6}?+> zi+5*AMNvM*K|UXbeDw^FGc-gRJS9`V_MxB47SNDAwl2DBvc=MhTXklfZS@n;BOrDb zC9^=r3g^R4NtXj@dsmskBR}b0fVMxU@05l4YE4nkddc$8)hTW7uX1^8I_oJDfb4>I zLZL3VxYSdLwad70Q**OZa;{0@-IN)4xJjq&{SEugtvR>4DzqOo?uUXk6=(qmC2Of5 z;=i;MM|aoOEW55+Ll)lbGt(0SLS)@2|E+;d>wOove(@G`w@&N@E$$C4tF|K@w)tao zLx8P9Wv*dxSO&R?{~pt2)8xp99{%nNjTUNUxhFKe0o0ihz2aFAyq4{&uJ`?stt}Od zBavI0%uCfJJlxcg!}2#)zInFPgkt@)@-(oL6$9m{2f6F2}f~nSIvPry|81-^LN!`*$Fxz&7XW!IlgbU9hZD~MP3hzaf9yxKd=QuvwpzAlW|GfeJXz?Ckucr>^5O#w&!zdKSIm% zHde}R!2_cZHY56-^Kq3wKe@_YKUkhXOIS_)(Qz-8m0x}6s(21#GPulO0GjQl^sY0RVY0^nV~YTS5{Qn(1}XfIk&5t0 z3kAoufOfGTLcuXzPC`ZthCe5O|LeQUEl$ZsFlr5P)9y2TlV$jN$ckWrnz}j$h$s3CyIr9)=L8*Lcla(J5$D0eGBhR-@fXxw5?x zxCQ%DdaWVo_trR?6nY$m^^={HL_Q=Z~e_Ri_(Iq&UJmQ0))8%rllcU1Z6^WPqp#SO{5 z9^a1o98?|Gs}cM9*ZkQC{66k54iZsjWRW_Z+WG6RzC(|R^vLzP=(>*Z;HQQPzKi~NG# z^V*1KLW`!3BxDk$E&@!052^!n|AtygH`0aOPL2Iy@QRAehdBFovlWhJ?r5 z&~U$X@bl91&Flw_I0QzYRQgDEx-MOJty;vBjj*{9pmuV-?t0&GQ@S)Qmz(+CKv_^P ztf_0Rmuo6p)qIKv);k2HyQID0ggsJM{ALBkr4!q1ST|4~MXwHtRqY=9Ff6>rU*3;z z1m0+pKMWxijh+vbVS7I4RCH52u*C~OBvHGC#9&sci*8d-YYY+<4ujxDn5Q|aIW7ke={v=n+bHVPm`|ClzA&C*} zkwY47=3+h+Yp~W-yBp_WM&&hyG_la;R{Ojse$5H_jiV_Ct9|O^&zdKw;AC3U;Sl7X zY5l|wh>Wsz?_&x+Wg6nSczvmP!YPa2QugA%V=u7(Ut_VnDCeKE$Q9v>_s=%~K1r`> zWNdeXMR@K=4jJf=*`CbCvt@?bn=);2*4 zWe!k7X0uzuA;*I%4#OiQlrb^n5i*a*qH;nDrmfnuO zMkKyJWM#G`y{+~{Hn5?5fjuLHlRkM5o%tYk5yG%XWszZNTTg)UJf_Bl0es4y6u4NY ztwNzNwbWN+?6Pnv3_-bQK*vd%O4kJZ`uHnumS(mJC5k@dU$$lG4$Z37s`ds7fmN<9 zf@btH6B607P?Z}Ql*|5HR`6E1$!B^HpiN2fR9Mx!(_aW1@!cvGd83pNs*DHno3Kgc zp;izc;OgSh<5F?g$jGG zic7(aKIn050U;wd(-6^Q01q)~{gu`b0(j|^25t@C$zGO1nF9Mr3_!i~Qm%{l?PGpWX9170u&~s0-4)1t9!* z)1uLfKDPkOyRnFQ5SR~x)NTq7JQ|g^XvY-y6_z{Rd{^^I`6n^A5hXKwg^Yu;N(t?E zX*7gG{oU^Snj9qny-H}O<_B>ZwPOhK55Y7b%^zTTDxEs6%W4r$_;o6sCWhP8@%8Cv zgQd4c`WXOtrswOo)_S<>eVK`vQ1tp$j30>D7{@&DSkT0Wus-&b?r3uUG)N4Mt>8Z_ z@=cyPXL301+vt&ZhWGC^nK{p^x~lPD^SfCMs@+>`J3wFGri>KvhMTv$DKAp3W14Fg z5Y{2335l1TFiLHQPwu58d**No8C5M#c)F&wzmJIniQM{*V4M4n%cJ+C^XiJV;lGN% z4`xyc~vg8JFj1@%2-Lr^&2<9R7_ z*VdXpbIi@=ge+!Z*KwHxj;%cMe2n!_!L_~|Vr!va@v=3b(vbEUsm+zhFc z{Ftl1jOmd=wUpDt`_BDIkn-jWC6f1-S7|5KkoE z4rp8k%{4u2#93rUpju6H!2ZBc*Or?m*kp5dyF^fqx|j>$@;k0!-^#+X^mVWcE)CXC zDvqzDPb=$n3bf%j<<>9Z7`g#K8oMc?mV+TB7#4a%+GSSXlll)J{9}Z_9r+mu*f09DiT7a;7B$^#oaN5 zNNMaeeawhF=-^tu$i~5X(48(g+2*)HJ3dt~NOT(f=$8^bvs2SNzZjSMaeS0TH zMCCP=97^&)16EhWlN8FH%6Q2b*Nniv?VcCF^GL47RfA_xE!x_VJ(ViuE1pP$+8^VF?Xg#y?K zx|NO7Y7>FkHzc}u7K){vi`~ZAR9PPRv+Xx-=A>RTjkN}h^r=s9Z#&86E{2)|56I7* zljuRws?_$29fOlHQiSr_P~=usP5~MLE(C*k4~cZ z2r^d%kx7%*>^{gzmE+vRgDcTWm|q*8!O#j3Gl}lgE~6zc;ZEsT4-k;8@Z- zigUp417*A3@nlM7sNL%EOOE3}7I`n4(}$3%r<^u?eW@gnY-V7#Z!Dd3R91sbbqpHN znQE!=^(&seO98%AEo24SrZ*>qNLsqmO02f-29t_uHE-*YP&z6P6>pQypYG$jh0#Lz z*>F)kD~Td$K5AJ{v`>_SnvZo1HQP!4`K#~#8>?=pF_&2L=A<0eom)XX;tFcn+_gt> z)}tGn63Ur4qSwsrtpLE+FOj1Y1groCw9gheYKd5M{s@XYorRX&?a^heu2+A?t9?ja z&2qEJmMzHj$&!GMs>ZJRO&kUTEl^zNxkAqa&WY7#C8^joKPNDr-n9{EIJn)!PIN81 zdvnbt#~7jLxui4iF=_=!jTH|&&LGMrkI@G(JM=IhDtLElnbqCRvksT2Ya1qd0Zl4* zl~Z{}#^Ug)w6iG(@)f|mH7~h1gB^++0K%&EQ8FeX?D`;Onoh(qzoM!SA&p`@MIwsR zn!!tH63Rxq_n}<`lai@MWT4`SOSqmXBKu*Da30=1W}~g1zgf*h(Lf&C?h##5qNk=Q z`81^2N6SynVO`1{Qu8?uL$?P$=M^82QR>aRBP0r+rtp_G`){1dn;jXUviR{xa)XcJ z(?_9Vh8DvVy`D_UZc{jk1#8}*BlkWSJJUV{nU-O}+Tps6;koQ?6N}{t(IB99=s%ut z<2X)t zx!6%#2jZ&d#W%!LPr|w>veapQp7bHCcUQus)9TiUS@*9P$UvhQi#Y`^y$B~@2H(44 zWUC0_2FMQIVlQt91?;zVF=(5(ENo9NaAFD^NWNaC6Xv8hj~`PL=1hzoF2YJo(CrA3 zZAG)ds;s(S9kiQ{&Xqdc`RK!SR|x`D$GsHduyy)vTgcsJX(uqXsohOT7lnF(+U8aN zS8bVa zO~;`f=W?rB>;T#OaqyS-79;MuC@AkXn{87Y_MVF#7lnm@U9R>pvCv_)@vKD`$!GtL zv*s4IM?txlUe}^uF*NTV{RLiQ!wUS93}>T{A7vcGOV8$?WO}imMc0MT-{+E?;SP*K z{hpsp^RArP(7vRY$Vf8Lg35joeN#50gxyK|awxXxHj~-Q#}S0?Bmk8nzQ`qX1Ju#o zqe8-MXoDJ84%t~8pK2i%`+gmt)t>&Y8Lye5j2bEI6sY<9%+pgSMd|ZnifXljJ#wIR zew=L}3S0B|tm<~11giBpQA2t4UG6^k{Z-2#FUz4Zg#AA2dt4uZ z@Yp$pB7ELw7xuM?s3wNT14MTP1fsbM8gzyA2R z-D{Hv|AVtZyVr%6R)2IrIv_{^8h?~c?1}cXOtJQ#Wo)AHvoptTyF*L%DFYs}_pduX zzj3DAKK2y5dfKbCx2LP-+=^&UxfE`p*<77#3%;a~#>7&hkQrs`R-%;(z)N#>^W9S# z?eHgI4|fWK%753AZr8n1t#l%t)mxa}xn|Wz-&R?jhtA>IY8C!HTeln^A9FGRO@lx4 z=}Cuh9y^j0ywsG9reQ*{>ADDnT_{a5I_LUWsFqP5BrxPQwriSsSoTUR^V8>b3-6C1 zv3JeaQDpKv^}jpR?)9jx7Z8p0)mqsOaSdr$3E;lBFR%18;uO$0t@)sh;Y^H(_U=hr z%YY8L9{7cD!1kY?$lutU?oNTrBa`EY_leE16&{2$))XrYy*p;e`=oLdQ)@Y1ppzM& zldP(?2-ml06SKD$(}H}i`iGjBidN~ztuR2>92==HxjR3rrrm_{d!=~7+Z`YcMM{-K zT=E5VF7qz^s4T^NghG9U@S4Uqn@}hykERnBIKpk(!b*d0V6r)+yR_<5#5puR#95

Va~+Xp;LR%Cv`X_V zEY^jd)f%3QXbOaY*IoBGCJO?(4}3KWJWCBPWZ#3U^Qwy1SyQ&9bV*~KuUj~1=5l_? zvbq~?Mv}hp#32nkhVL#}&|w^|i5Y7X?qrnUAUTr6jmN5dxt3-Q%R;kxjw6}G>kua5 z-v{E`FZVJo{6b5d{WF%>$UGl(NstQYm}LR<*OxZBm`_lqx*0~-n9>4v{9mph>1<9r z*PmB%`5hT3(KkQ@`GvvBxPrg zxQ#6GoKWo=(;0g!yl7g@WkfPh7b;D4V21F8bv{6K=qSkH82C~L+O`_L+?81%Lnkvu z8NmeFpZ#XDC89*qQdR&BR$X3QZKw&H;xT|?_RP|5tdE;wEWl@7WI0Y&h?_+U&g?fT znaL^vGRKO5Bi@+(G$ZT1TV3vRnA;@+r-V;Qg!03V@fn#0KKkXucSzt3QcyK`1_2AN z)&h}K5mwzO*dtXxc6t~CrJy@rYM<}elaoURJwMt;W9lZ+(3j8r_YMsx+J2jf{*6JL zSFMAZ*CpllKvQce+Ff+9bx>(bCML1tMWlc~?0>N8;UU7yOsuhPN&{j!wU4Htn|H+9 zDAifN20;49Q!nQpp)9H~C{MF^85p&%PUPV|%|YZK{L8|Mb4NT-XsRdTnQlWbw9cW| zhXUN?*maCnkQ*>0PiGNQ+F;XWjArSD6(6gZTOf@t`aSMQRB(*n?lp;%P(aXbFd~-f zk|&bZZuUDXqE03nsG!n8N5tCmh*)wcp}3^=7wYK&O+&qmE-oo57_|$eIu%R|nBbxb z{sIuu$PH5!G}QZ8t@s!Chcfd{b3#)*U>Ni;{$_qOxB{SAGk9prYNORWl&Q-6tuJ!_Uz! zl6cXvG`R=;(ru(u5F9ie)g)`8##b>U^5A)L=tjj)L`5Q9vCGd7cqlXf6@X-sh6G$}RRN5$!5<>cZYo$4JN>gm zav_cKeje_YkzMpd^&*RSP;)@VU|3@(2{;eTx!RCfE?i^01JC z9{{IA_4x}!!D-A4m3SXxY{)+!7W4qLL0}3yLv>CHe5Qmwm|Y;-sE~;8eCTdQnw?Ka zv<=S*wS#$2FzkflEBYb0I>G=^?Lv{U;8bzAEpCqY4Tx+uk`BIFfB>6}6C+|L*EWqB zM!JJZb4NL%zX05=o=gp2p=l_T%%Hcn0HFBzPQKldcwVd9)FD$|z|(!;M`e5P+7Gq~ zG+c~PRd;yuwS4ITgNi1Y2P5981VUp?FxYJ!zCZaxNieUD#0JT`tzW8NDxQL?N;?{e zR%!xQLe;PvRR&WmBiKQuhHS%%>Y9+NM^ZYvMI_k6d6nl#tGrAdun}4*2JW8U~tSa z#+C1I`Ob9ut;l9iW+FqlJBX11_VA~AQS^K!5xuk9e)F>NL^rd<7&@M^i5A^C&9Ze2 zrSrUc*kh^?LCQyd2EMVhMf^%rJ3pTyO1;ocb|cxi1X%P98ycM z?ca)xAXO+;{!mSxAxWXQrC$V>FIZquOryod(=((zI~&gOF4sG2qMw0gx|B%3}&7M6snG$PbO%p}8Qu)n1sT}Qic(%w4a(K!Zg9?0T zd~OqW2}25DgXQblp`!e+8Hh&jWCS;eS*;U(drso(NkvkpZhz%8hjJ&g}N!Ly;M7*wYdxUjNjplA%`VjRx#hr{}5 zi%6#-aXZG8T+ljHSN7CKU!xRdbv`8HZYRyA^OPsx&<||qn3D@K%{Qu)lf<~&NX(1s zSt`aNw-r9M-!~D{XaR7=sGvfR3rJabTJ=U94>w!P7q8Xl2*#223E2>xzE7ud- zi1=mWGtug(0d6%|(2*ZkyWsu3ia^D5+aM10=^)$}g&W%~qCcnPF*$`D3 z8lj|~=Fx}hn?MT9+C2Y-E`bV+To0LPw=V{gTRx;4#%Kbm}+34D1J`y#W!| ztO793+ZQdNiMVoiXr`Y% z**FwSQh4=v(rL>06u*eEcVNI#ouHVP^ zevCMrn3+9Jbo_C;tZ%XcRS;u~Fpp;*4m6fxf6;x9ef>52r{vXRo~_@B0YjWd{~*;B zUIO{Fj%Y;SmQE%5K40r&nR$4fCRpY(N(Hf9q47DAt==J!>h2;O13k(S8%I~uk7 zS3|sMteF6qL6xPH_vf9$^dbuqLMP@+G*_Wr432KtAQ9vdMrm%>RQ}OeZn51ctI|fN zao_3JwIv4KU|G;k+e)NQdU90VIIJtu?A^kxde{amK8uBdy7g?7=f2v?SI$0hzgBed z;J>iw*PYsgD#1S6b?t?_REit2;-MO(rOl~8?yv&jZtGy{0RHwl+QMP>`ztl(?V7hv zkY1hvr%vKi%S%;rlRY+;O6q?*+mT)$fm09P9W(UuhGtK z`MF)Uy-lm_U#`rV?@>-)FuOc?ir<7eF& zEf>GNHJ1e9Y?RUsR(ystVvis?x<@RV)7ch65Ftm@qkuUuuGAh|0KJY+nH6 z%bAYJ?#AOf6DX-C!hG3-0c`g3GCr-`yz{^Jq`tnha_l&Kg+tG1qJ>|bCU(HTp~mk{ z%nes-DAOoblGVJC7#Y}!*X;9fbJv}ZCF%gmY*RNS9JX7kRJHK24*G_AMU|BdRe~0d z6l^9#ai% z&s>SD$di@KeFe^%NqNvR5IU^TYOnfC+@^w)z1&Ain**P3_9$G!ZPydE49qlZ)TwSn z<1l9hj)5u6xVz8!49iUGD3Rt}6RR0#Uj_euM=I7V@m-*&{_cSGb&CnVhyY)m`2Tbwg7VQvX8kpR%QM>hf3v!M~LL`I3P={@DZis$D4m9eLuxzG& zQ;%*^hQ{-kLr9@PDjWcX3obQe^i(gYZKJtQ^{-q`;*ZFU*&??ZzfoXZsXW*A{`z@s zJCrHx24Y2g21$T)S$%`^rBkEYHykIz5f(*9OT;>72H4G%VIWDRtz4usUIwLu!iBz} z6hAR}g*%6pL9-{pTq?r~fn$4sUYxDoOy7+vo=4)ZHBHcSXfS|TtpX2m&m4*^m<9`h z9PgJNF1tB*<#%MH3{^c3jsS9$ZY;QmEyE2xSf*?3%u6lY#=46>*ib3v zkyh+fF&8#Ua*u(SpUo2(C79YAqc>RZ(XW>l>>QIi*6>jqA)C)h06nhcQzB1m$Qy1K zq`OkLo?i{3xd+G(U$7=>roQY_FL`(oC6aKQglerSn0OY?fy3IoeUTB2Dkc*O8`Fx! z^aO>T7Avwy0@ubd-CPq*rZqr`1b>Wp7 z@xrl^{a`cl3R}5?OE2D7ED>Fqr;EccsS;4@_JTAy+W{<5fxAv?3AT)+7-y09Z(GL2 zJ?2lSL6eTrs6CaN(JDmm=d`s>%7Zr^Yw&@{Qa)io5e>p}${kshY-fWVRJZfSN)>eA z23qzAM=r{X*QB9v>PIG%s=8z~E#x94@c4JhuSG{e}x5snY zGYcXos%b)%nk7id+}UVY9!FiNn9ATVFNmqV-sMDx1058uj-^W{kYuW(P!S3asCy9o zfd@SxWnSJ@rl8yWQ-Dx+nI!Lk8t3{b63%q&uPeY_nSWZm;ZY7T9=Ud9);Uqb#B>PS zK3V!eSzVO8+<_{EvU4l(UiU{0VxD*Sy=oRnJw-5M>JP@Hzfvlt60Wxz=52i{ZvpfV zx4VcQgZWUVP9reW_rY$~40Gh}Szy7;mA1YWd8R01O}SQ3dN%a}q?*Zv4&)_X0{0Z1 zXH0-bN>RdbQAhlAUVR+B%F^UJfy~3s^9mvcD!QW~!cK-sE(v)iJb@Iz1ekQ^EVF{A3dT2NGT}|@WVZ-%${upv z%wEB>y&X()4^9UnaF5$s&TePRpBA{+P9zd3EDrCdr&*ipQN`^Lx<=>_q`BHL#CBtz zEizm`%ESu85YV1@sm#0{bw94kk-X^vbcEW=_EF!Bn_Z*X4L|)bCL~ERgZuzH2 zDZICMw=0KR2}CYX#tVsD26-|yZR_Ne$z3s32Bi#rCi|2wk>LsAd)Jmo(2d*oBv6wyyFqb@%NndQ_Wbryn~I|U?H8h-5-D$wa9E;i!<| zqJq^Uss6>enO@h6LO zDG(HZ`=R$R(O{;mpGxjT^Y}s*3vHUcySpWv98}cHgqhU>qp3IUW&ctZ zWbJPk(4x|Ivw>ZSITuo9h7@wNkpH{J)x1IW)NV|=N{6vrh~s3)j}l|md#J@e<6#NL z%ad@bzoa=yjww0&U>i&T{H=iBM9Gf`%)16y>9O(E=I&dtk3_28(DzJzi$6A`4;dW2 zRl^*3Qd@o5mDhHK|IWN8p;p&(E9X&`@m_j*j)Pe5H2&ZYO09N;EwXf^tigBvvPq>e=sZm zeHwR(L7fha&LcZLz+wS7;x)#z!j3yMo_|Hfi8xG_S`=0{@~8+U3zByG)EsCc9oULR zTrsMtem9Zlp)t30_nk8vW$e|(U|ms+jgpAZg#nSbekvM!9oUpQ%C9kvH9RIiMevji zD%Z%(?jWS@HOI{ltS>N+guAR9jrhhZj&S&3`hp3vQ<+^q{hJ5T0GwpgbWJ)IXl`3}(H8y}w$J zAYxBnXwE6pr5SjrsQfFHc_YiaWmI|0@W<*~EH2)JxicdXF`x0rWqN_Lh2S}7yob+%Iri?FyScp?Ol{jOXqK`!W?(b1= z-5upE243-K;&Hy*HoVS+FlPA20)}U7HWk4e2RVHAx$P))%NW^Xxx2uFj*c^NAuVgH zDRgKgyJC#vE%nYaM*IC<@?F8Q!#Pnh0{PH8DL)Nlz$hjtf)dgmKf)kx!goz_w$o*4 zfgrDHby|l|9SX+j^3ggMrCejxf`-@+(bLpWGh-)aN@|UN$Xmc?2ihvNK|1 zh3?v>fUBnBC4}FcoRo;Lu7-OGxIeanhm)`bEN}z7s6g1`XV<>RMDAxn!4&=y@rc+c z^=<>-D5?#U?)$n8pTU8&nKEN0#T3AL&is%1vt<RD1oz;ZG_RGg}@$8L_yxU&1Ti(&45Za6U> zRPIwBzh$%6X!X}Jt=UhGGw7WNE;P!)dA!uerq~HID!R;n_Sc5lSwW(=)EH`Ju=KD( zoXx`7eS+Y!$;@5_>OnRPv+2MkL@n}63mC5!gteL1e{&fzT+{3f9naOkJbwNGJ4MF; zz!2Nx@2VDb9?a>zO&u1aOacr` zuQzZ+?UX)FY%zOrp#D1Ph|rh;TKIJ+vIP?&I@VKb2N)OLgmbK3;4TGJ++uG z%fP@tl0MFUK4f}c-aR-s$W|NJTPU!d)xtVmczr~hwY`Du5{RVAk|RrcEs-+-Xh4Ok z(O8+5speNqg%*wYdA;>;ZbNtfA@f&dfXx!y(iv|fcbRd+hQ9@Un=hHt4gw>JB2GQM z4o2fLWUfw@f{sxkdlQ?>!+6qZio}IsoG5{fns3Fo9sAL}Hn0(67dB2~D`5bvS4p~; zy+WHF-Ac0LjY)25Z8HfHn}J3Ru%c3s3(52G>pt3=74Sm4mJ|RM|J+U4z?C)q6i7no2-R_E`LL(CwL&UOL{DWjeBMGIog*5oyPabwv)$dllW~I>_zrAkUy}eE6!ED02=>LV^ouLSt zke}$92V`u9BHP~0g-@Fu(;i`vqz*{SQK2mtj2=bK?8Tm6V!Y??hk|aerv0tOQ zrq;<=Ew9W*hMF4DZwT`NV35>NHi1xm=m8#c`zv}m%5_Ay;C6Pa(})Kq2m}EPJ>g4} zoNhanW&1vAHHGKRZffO7rYvp2M!F9(@Ehy(oC%X&=Mkm>gWZ^Qbdu8i1Dp576v2_u zRN1hX`xDq5!kvA#`8YVu6aLsgJv>jYd6n16)c+NDEo^X4DZJ}U zYnpME+)|K&{}Jn^ms$82Gw65P0-84vVThGiph^FE;;Iws^SI7Xh1rwUoB|%*-sWUuPfqaKqn|@|tSk{Pt#3(#ZqJok%WO(#9~$?8(aDa=35m zCTleCy=&cAGHRF$HEjG_c>((nlW=s&(18m7*?_D#*|_i8P04PbT-V~q%r0jfao);s z{~*5BUt6CLh*6t)FPR%lCWric-@_b4~&9J}`{@IRZ$tf6D@` zdehE?r_^7C3lg#TK`JRi{6Tc_CD}f=lY`%X}vL1XHtGe ze*n}X4adRbP5&l3OlwvDxM9FyR9x8d&HPP9znHZo2vhJiD1L|Xby^|pkIFg(3v^b7m zB9#yLJ@AyM?)SNGDPLd~{SJAX`-6|eB$@-mQLEJQiLL9vA&vP)z(?-bh^hPLU9#8Y z_vfRHU{qW3^bPIj(D(f3j7lYlMFnA>h+UqKgTtC0Mye|PqH(BYM$R<9Qb!mG{4h-9 zrJBV_oZJMM^Ca-S936&kRcJwSM?dUW#ZyUuY)%49lsiQrPQ+DZG;l>6%pNSGhT4P> z9QEO4&~Z4XV*L8yTa^!q`sTN)u7Imh;MZh0b18tL@|!2+@jI8>dZIZ=s(N6crV30q z1kYD2ao!ULlx2T1(1zzbpX9^iP~S4{M%SgyN1Yp14L;1St9I`2+jSL4s&nc1L2e9S z;_cVcPob&1B&uo4?^JtSSuD81aJ$3$15Yi3>S4#1)-^=qw``AQ4c;T#={H?S{TIuZ zgsIq^m%CPv97xAK$KWN1KneP!Ug7TVJgj$%pF|%|SFb1}{p$m)`mLNP%ahH?56_G5 zeoyH4N;+%kJ0D0#k>N5(fgVXzs}!FPU^vzF2ezSr#1PHt(&Gp zg?M3)Y}ww@1H?MENP%bY9+&dJ5ii9uzGC%$$NSVH#2P&=St-&Pj7xHTkJkV_%c0Ky zmaqJWiD3VSi6HoIP$DT{5d)l!o#UU}Od7!dPd?%cj{yAtqzMRgdvz+tq)r4x3fqo~DK6(>32=!dnFv_MOpmUN#9R+`87B-wlyr zg8mV)5xEIjlA1coArT2tG2schkfG7CKvaVx8$)w?t0ROhDrM+&6k71Ji1hS`bX?pF zgOTv>XJ>*0j1v<%5i~L7AB+GB5qW^aQwypq2=YIk-b+oe~k`+@C5|@`#ArcdRVNekv zGPE@zlKK6QyREYm_dnJEV+-ehWk*Zo{9nr2@V}JNf2sd!9o_#!(Zet?5t&#RI};fJ z%q(nS82*Kuq^+qP5&M6{CNB2>qxvTxr+?xjqWlL#Dk2kr=|9#k*4A={HUJ_@5jz`u z7iWMYk*u8wz|ofIU)Z}jTKr3YBI#`SPm=%RVQ6Dv?eYKX^M5Sb ztpAZ)IEh=h156Ywod3bz+0g~?AF(>%KkFn5FtKp4`Og@DfAINdg-z^itv&wFwEv{_ z?@1Zdek;i-snPtmApWfuvo*Fev9L8GQg;3aTSG^a{|f%CRxq^qPc;#LG5+7-{>?M} zUtZSG+0nwCNSl%VU**F1ukU{--T!MPENtiQMaRKHM90F;NW{d#&Q8S1!szqAqBVAL zbOhKs{~P~*Qu!bL-*p85xC4w~HdgJ7d4es|T0<**#fs)D!D;4a4OD4XnSj@3dT+In zEr!ia^pCD_9#nAh-Qe(l=K_rQ_OAX&KD7KYj03=(Oif1~I7|Vg(M%+7RY;FW9P*1aFj zWNQ7u0S;(tkmk)p3U7=A-u5>@!t#Um;BLvV_00<_0_=~%vR>FaLsCX`C9^AFZURZOomaLcgjYgzLg!o2O$5@uON`DgtQ?9SiDRJ#C_~ z-I6CbPhB|iRP1!ZAj1v>j-UE<`N5Ff6I@~L4fYV zHA7^zG~bFHXG!P$%#)gD@DCE=MuYLT7AuS*pvbDly-34WY$P8ex$ zJQ7WJnSHu{gtSA;S~1Fn9dc<_qbDmya`d|G#=_tUW0M~Jr-meP_N1({>UH~3gG^65^FD;--LTO+SaWqsCZ=D1zBvpHJ#MTqgJ?n z*&g1}19y#EBE{33nBy~mEy3%PtffJ*0_LFlkW2D$?2c9!%ikI-V&n?5m;|C0LA_! zOD50n6a=;slac)>t%IKsHtf*O_#<^wI?iywxJa*j6ej> z5Q65Y%Q=>t-1f{ITg-zkkU%XoGlW824&3txPRh23Ph*+sc}cfpvX#DPVx4L~>UzS} z+&IAZukgKXDi5jz=~AhlKhp4RBmR;wJ4_k{#s_;Y+@{-S3ZkouSutpv5MjW}xP@YW zqRHIJS7hL(ggq$Ee|>a(V>Y(jZY2Khn(`VJ0TLjRibz+w6EM&*4B9#Ec`p2NF4>T= z3C6Do&xON{RKi@zwSa=D&V4LH*LuLYbpjZ{IwKaWd9j5 z^VlI7U7?=t8}~4%BD&4Lyymw0P-{(p^nyl&3;omHA2eZuT6WL%03a!S0+{kS=F?bl z#QGbev{Z;yMMd%Ik-U>u%b;}Rr|^x!E9f%~7l+A|QI#|uw_2NPMLLd|R=_CES-p33HhY#FM5K6oTI zpuoh-QCWC@^)2%aX7hyutSSd2v)FDfZ-h>-&Iuce7`^xnE_CO&kL})evz;!vDNRiR z`#N<5qktF8p9IyRKMokuL-Mx2zyc9y)t^H)QztQDTfn*m8D0PSwiJ+HHpmrFwPY7O z4PspF@80To;IQ!dD+{N0NoUFbu1?ZzW9x*!-(kU^^c zi}s+JQy1CJ88pwt)r9|d&kIc_P&Bn6Mn&ZZ4HB`Ay?DyF)d=2_EP9`xtd=(Jo^2d7 zxE<0o3v_;pGr85e?ttF|{FlGo8>{uvP|dhE+E)m)O65=J7|K_%89P;f{;&Kl2h}r$ zAqs|F%UY=@H-o?=>H)E$QmQlpK(~zL%VP zx9h+>8CK<V~q{WnYsXUm?7GfTGM7C_reC&=4V}P7d#inqY zx@X1)8+--!K`L!M(!N%Ia4q9eu!aAX4zjx{^NI?eylae)}Z?e>hgCyIu)89_Of&hdCg{$meYO+*l-ij6VT7^TY+j?5b0h0UGUxk z6Lg>RXa>kXC#gYG3Js9cV?&9~8m&HU2~mMe1xH)bQM8-WSNJG@qg*V5X|zv`@pYO* z#u%;R&=autnsJ^K2}m0mHtg2Cy=`oV-6E?y-Dko#uo|d5V*Q1e)Cdt8@67RayZPw=wnTaHuB<=7d8EE4GP1e;*`^Y zqd!Y+ek6;;IJ$6uh7o`-Rl$B`S*)vyq%y^^ClLP;=;04#Ap9m+r=nTvtl%$dsCJBV znDl|L{_Cc78P!mlIay^uc!guDWD}I^%ZZhX-p0LyJG2@cOU?GJpWW!vh`_?$1*ZvY74+x+M>Ve zi!Jo(lAAPh-W;HawKJ(QvD%{ea=dgLhbgnNRbbt+{lO3EpcvOPc9%o>xv zF0BJ69cbr&uWM8P?4N-$fpaS;rIF`MMRs&k!ODEP3d1(*NyZ>*+Uht0ht)YCfq&d> zr+MCxWMpA5TlQ|u8@}TVUZL0=g~Lp0j5L9bIKy=x*umBG%bXIZG_2jEAkhAlj7y9% z_)$(g6Zn%O8fM2qRHl4ft^n=LFYqt``f4$Ch3h+ie{g`CcydhxwedlV?|V)R7imGJ z>)*T35=2{s-^RfnogXClZX@qzv5ZJs_hlD0=wBi8K6ld^nq4+Y=R?n#(#djMUjsr~ z$nSG^8TlPz&8L`;;+9(pIRq?}AhF%p3Gse|ZZHs4ytPed7PQH|iNY04Pd>fCE(gDU zmj;7>n)ASR^Ae}Uhb@CWiy19FLe)0PAi$Mn&4I13EM%_}Xt8`AoCOMe@H1zPAV$7l zRuxsCbZVe#@tJVlo;W#hChkwED|9;DH|-mEJ~9i?{52~vn8ByTTDia>6kWv6zD=Jy zCU~jtewgiyH$+e8M=s57{KMYIuBem(1yF;3T~vL^mDWO-1xFLqV67Ts^mlgBJGmD2 z(3{e%o9;gl4k_XptWC~U)abT-FlQpnrU3vqDUVzS0x?knU zssIx|Tj_k)O_q&R*M$zPsWSWuXxyj~HTKu^u~%j%(m?|~g!exz`7j;lN8mHqQ(dlb z00~Gp(2yf$0|p-$$lv1rrdfm_9m-@>ESzX+2|6{_>q8r$ zAOg|SATybWkIW(r79{>yzoZIQAlr2=%X-7Xx0tz5lmy8X@7Qn2PZLAC$(FUl8HDkSe4KhL|ONQU(+I8Z`Y<~Nk7 zt~n9pUzRAg!mv{H&z0#^A^GGi-MW%e>UtVb=SnbFtv=Ot>`6SC^jT4VUBs9XjxB89 zE$Vj0h);^iwV3^yV=hR?w%&r%A$$FCw06if(~4xjK6}~5)=QQ#<^m2ppTN7w&%~Q) zTLlxi;xxxq0ebG-a4X~?ah(d*Yqp^Q!$_oSf=##6CTAxqUBo7%&`=qw2Iof&HsTj_ zYXUU04{Oa3L9j(pz?K11!QOd|!YSPzCR}-BXv$*zyFSwj-KLh{%hkZ5EbLJ#*~8zH zJ2sF~{~PxHwF#}Jgk7{8%Q^Tvq0s0>J$*m)d3qblKTeuI;MGxoULu>jxz1~b>@TL; z;N>D$nctPAQle|8f5`FtWE_La$Ws_@A{EFON`t#}{CKV$0Is+)R#LPaVgEHV3+Md9O-2G2;> zQ?;tCxaf(g5gy(>&eOj40Jto8lTM-h1y=g5xnEi&-|dlHK|(<$EmXXq`9TE4{bZbK zBpD|K3~X`BpZ=0hGX+}k_TU1=enr%yt@u|3bM5GVVNws`Kyqo$Vj{(ZSCp984k7IT zg^1^CM;l?~c7+LbrcqaR>z z&i-83#29R&{k83E2Nwn{J5<$IWyXPyY0*+Xee;t?R%_^ngRkI(f$`(_+wP=9f8v(~ zJr;9+!tK;!$*5E2ivH%v-$rk(O3<&6bl06H=u!(WEJq4rx@truVl|jlJP$L5_R|oz zKN}AoQCzm}yg5a{dGV&-T2DAJ9Rx;Bzcqhe9;@iu_^GUqx1{Rk*|(zabP5dQE1Rsy zl^d`$rF5^GlO})W>{V_`U%qY;%fjAU zPu}EO_7+lkg?^p?v`~yo4eZ9ei2oUZ+LJNVYx;B)VMsu^A#qVlX zmU7@?&WHRanM3@E##zy{=%$_4>%D=0n2xOZA`ZD2MBKJHJ1<*IyKutk<{<)%#7B~) zXkhfu{-w}HU+P0pa~a475F!YWL`xCRZu2S`G| zBAvq26KjRX)a?4+<|#3)HI`O?6hibnRc&rpcvuaK;V7nU=yCH7%wjfX9eq0^jb&k} zWSMFR*8wdapX%m7Mc1`of^uiEu1A${fXa!R%y z^IA^|5we9Yc|N^Wyf&uL_rS}c@U4UNXrN()1E_gLeeyNO5eyl^b{oNe_|jdrPjQOQ z2@UgGCnajRRhIKQry;%t3G#u6-N(D&h5n;})pFMDgR!b~B|d;RK+`@%lR}yZ5pb&t zinkQ|_4{&BgGS;Z+|VQg%WfKSsj6^JkU%#?2$cxJyWTy!K_>9@HlJ?BB&M?|qkl}! zT;a+rTwCYLwE5t5qE9-1@Q=}Cei1^1TR=tw*$N7y z*W&SKdE5K?4)UtS#`xOJ!ZK8zt{3-K7|hO=<-gG7yaPFh=pgnE&KZJL6~X7gHLmqP}Nq6~&Uem{=0e z9UcPHewq5}1#`w_0&;D0-qpGNfHJjA!@BW;W=oKv{uAR0VnLk*_6PnN}t_l!H{H|@uuVXftQNOUalQ%PrS zdBQUHH7v88ung!gvY~*EHLP65zBYS4sB}};vPEiN;gK5~$~^iYE4<-S>#^6OF-Fys zfU1Oe;ya3eINo0c;Iqn0TQa5X*b90oPr8#nDGD{y1PGTiFhKs?zH2cBJJ&5in;mAEs-@+tD^AX9XV=&>j9Ck_97ms89UNVv} z%vWDl>e*5~aPUFrgElZXeA$|=rKp%x8FfQtSRR=Q)8;o@XK&W)NTPH|$D{PC=*3!5 z6eV^kXt)hk5xefB&HJr;LLPtQsp=xk2PGAMN%6q%1kHs&Ija#sXb_+k+_9SsV4fZw za_!~sW;QT{R!=&s0y#mw5+Rv4%}au)bxL`rClToz51=Pf{&gOwAX^GBbB$XnP;sD& z+4&5%q`6mhu@)?|{5=>^B9Ml0S|??>5!N7dvP%AFTv(H@;0S#-Y*$cfE*l#W+|})W zMmo+PdTvm6b&yN-Rvte}_%#St1#Wz&VvANf%8@GWB&LF1uV-Og{6Q}iObgk<4}?kV z_K6%v|D!ThMRph|aVtfi1Y>=VaDF%u+RA{O*PCSpOuUP-))G0fyx1up9+dap;rbd)YyQpMoNrHV*jiNIE$^t z6jsz4Ax7l|v$KTk=EdWdqp4^4?g{_#iZ$PZ#{zo`SxGgj{BEvHYRI{Z8B}x4)>f*x z8PkLwrgu@xVt-*@{Pl(a&;wx$oc=-g1i#L&Th1r41?hGm9T7!gAZ2~UZp~`;yt-IO&TWTBdrq`9@$0Uo)6GIpZ>YN-QMeZx&&CR#joCUC zXUo-3;fO1B@AR$QB12^|{$x>q!sS^^NpF(mM{>tDYRnz9J5mRpIBsp%6``ne3rB(J zE*_ebv5}s}Q1R$^$`djt4kt$_Q5|mw+Ocj=V;Ci`3lyQTT74mB_k2n|WF2b;{XY=J;DM@RF8t1SJhwvYqGV(<$ z$WHS;Gslu^s3YJ9l3R8WQu9)mI#@ZM>Im^#g(oE~=?yVYUvN`^UzmA+4(9~7Bda$R zuq5-;Ay|##j8a89({|hm?a4t&cTRdh#Ejfd4$F`gErc8e<>&W*%7MQ4mmcXrw1#YS zaIkbx*s|lJjyJ4kjiKy~vQ-51SI0%B`hS;5a~i)~9fw*{LozE>Nxx9Sev&oGrHVt# zIKxI5S>y)kj$0-|gpQMLRqei}sVzCM==Yvw69}_r>-kiP3K`#BPVZ6KUC~7_qk*i^ zxqMFmVTF7p@teed$`e#P`rtJWGv9&@5KIAkJIbD0owDD^EtY7|nA^HFJ-(*t8;MAq ziY4Tk`f6P%(~UG}N8FAcKRc9&=b1fS#AV2-d@@;V(s3h|GR^byURn8NF5Y+~#^ z9>Pdpw~#AOzaB97ZnC@f_+x^Ll8&@5aZ5X|<1CzH+98Lw&TgY^#Gt-^}t$ zo8-lH=l%M*yS9euR4;0UVXquNmg-f{gQ}{@K#l&eS>~raEZug<0FlnpFcr$*r^+t; zmh@-S6=QpU{Iz5Tx`8{K;_W`q-Y7N&kgXKsJg&9G=j+n3UQ^&x?eg0n)P~@3f=%~t ze`nhO6?wzUDuJ^0HYz8q8$`}I1(3i7sLATM368UV;5sxC?sqjGw&whyY*95{BQ^yi zYJcW*-y&GWX9=q63vHtggpD-v`qSgWziqVK!b+Nd1wY|@y}6yW>xBT3(RdH{1NM;J zseoRELP21Q@?-ZR(%Q~aSX@+RyjP_d9}__X_-zwDKXOgA^;|H&KT`D2wjEQvnP?A} zX4U4W-nonLze-XI6+c^2=ge9c!V<@oE@Ic%njk!gjiwC zUjSc!3BE^Cm+tgs&(y4qB^h=60jS(-Fwg75jk9m|j0eZUgWhoUZI7BxXWJ-0DntZZF_`T?THs-iJrh3)Yk2?a zn|`~Io`X)GNtX%==MRD(_ZFmyZ3SG=OUU_u-TELD?v(P{^Y!%Sm{=XpG9Fr{4WFdt zK9mD=?@JIvC)SXjMFQGV{64aJc_taVQ1OB1u!XzvPNx=;X9daie- z=Me`z?6_UheI)!|Z*eRV{9(OZ?JVZqu-T$l2b5c9Ozw*`gZ72?#9S(@fm0JlPoDgL z`Of&IM>k2VPWlYeg+Wi}#V63(GJ7o3U2$j0AcCQEnkscaYynnJ`zxZP3bhm?!;^F1 z#H5)3Vhi`1?B%o0rO9(7YcP6$l?`mcK}3o}(#NGJiauS~V>3rQ;&>5%(glC718*Z*=XAJ{_HP`%I~ZGV8w@>IQC?LX zz}g<>Tl~=gRq{Fry!fq75>tMg>KsO~a)K35**Ga$R zh1qS4>Dm@JC2HH0kNKF9DN>R&)#r(E@8f7so1Z3(MYDuAP(Q!XE=v9?Z*^>%x!#6P zIq%a677M68bHl^%c9$hYNX~neuk?sKPb+N!bWV9Yvi{0eoqDdLDA%h}>45~{hqVbf6H{#cS-=~d>;wYW* z^H;x1jufG=WC5b<%=k>cvG#{CdZdvFx{5G*+5m1ObYagG4hGBeqXXUkdftSql7_0- zMWGsoT+0bJ!bK$&wI>V@YLypmFI#NB<15=#u za;^foc4*S1CM(j_y>iS2yY1u}+4joYdw{)eekU&6UX>ebdxB|yLW+yJ=+v#fqEWSx zVu)wioqn@88hsHM%~)Ml>?V(|EnIQGZ>N=asr${|8#zh$homh}{N5xX<;Y+=v0dzQ zNdey*U$d%Jr<>AWfx>JjxW0`d;kBLI6)* zWk|ozNY`B;t>#AE_@rXNsd&RNGt>?(2A*h?bzC2S^}3&bBG5W{n-N0HG~?O}gCijn zC2O#Aptsy~+8hq-NXm<#c7tHzZ?R{bwRMCzlRt)4WQQ>KD;CG-o~LcmejC32cIT zS6F-Srd5=GkWXxhnrt{VaoNs>@6vo~bm*fp$ z@e4bw46ZS4W`vMW039rff6rxaFYP0>VJswkX85-$)xC!^WyZ{_4(Pn!OEHmHbQ#?*65c=jq;$-ujI*=xwldAp5~wySl^xH~Y6zka zUU}0ji^IYb#I=%090NH>p_8JR-<0e*^38Np%hp|l&g|IymCJM5lJ$H)=Vm2l+ul+b z3rX64D6b5Jz~;#+UI7`AQLKmiwNM}iMpA=v@hesc3D7PVmh&^1jDh4Mvkvt6>+ z>OAIA7LSn0=w2!~1b?(geARf_<7QJ75-)#m=^@K+yd#}Cf6p0Ql`AE_Ec=5K=W^C? zOOl{n`TkOT&#Pt(@d->(QUJ^?-#@?lN>l2843g`K%Y{Sr+*N+L+Hb6F4w~^K!g-_i zxOgox%(d;F`t{AAmL_777#okpRngr&?Gp9;_z3VLdP=p}DCq5ebBc-2Wb~C)-U(#P zK1e1&D1H(OYc(4vu|ePRWGgQpAdUW!*%QfJ!OPd2Y%wRunV?Y7kS*F6eTQ)Ecv|Uy z9gqwQ_opLHTUIf11g4RzXtf1``H>vmhZ+l{IReq(T>tJ5Ou!a{G~-+{w(D4G!0kj5 zzY-c=X<^n0%To3g{3xM>_DdSzy@NaxRswr8Pe=?ebD(-zVUmaSaHvVi4nSi;bZ-Qv z6E2lwT71&3C{DifgYT zyO3gw-O+Hf9I_I5@BK}m7?JMl1IBjOWzv3|-iIpO{fGEl^}3iCUg6InQUH3B^WjH9 zD3H_RbkW_=TKpG5_)`pqSl}T17Xr>x+_V-~63+yeOGI~jA;a zc}bZb%r59f_$zst`RxjmJd~Y(PRvg#2nJ#criQDu+3J6glYg< zcNqxRiqyKh|A-bCzY55WxwTrq|2kWJ#U#cV$&O*qpNchtviGl^trS3i8d?LwcMl*R zT?`is0S=fEzNH_pss#jyHETKeVM8f~lHqEO+62j=5BA{I2ciV~hfD3Ob1M3$RgF0m z#bjMvT{@KWWp{bRcmaOcv~dgK&ozTcm&v7BXHg7FdPvmw$2}XOqN#{O$gsU; z){N#CECkXKR#7ybSx2$J_OnKO?ELMP2&X&EwL_>z`3~ldDE{exd5vPCTCcs&8j;&i zE8PHqZ#99{M^tZJC_6Za*S)hf1!2XQBM9gJe_nqc`LS{uW}fju6ZA+&O>vmxTyxg< zK?oHmOk|htIR#mO>B9lSc0J;sO^K$du%MjFzKEGG_J)wX2Gpz|^@h0R2hV=Y&I=FP zBXajI_C|-L%Fvg8k|l!Ojn0@?q+M5HB_zEAG%m4il%Argj-Iw{4?N5rzpAg7z0)h^ zYPChMFP2C9q&Z-}koN!X>+R=t|4P{pn=kc%I2!@N)#1E%Dio)M>zA45`efa>m{dF6 zuYbyHV&nT2YeN}6h{R@a)}9ut<{Liiey~nPR~rzf#kB| zAFau03gX|l}>@&|~=DT!`z!HW=ZWAc{>-KVoI zz;Uh%^vrN-N?lfG5UmB5E?qP3B)y!ZXM}mp7s9EA5G(zMD_=m(fw(|Z+tGTlqaj!h z@>^S2vZY6V+ z+Nav;Y#U;`HD1;M2wHZfhJ2(F-+M%ykvU#ob6w*&TOfTqi!Kkvg)L{3kClwJ$sCi> zU>Q5YSj@ub7`w}rJ3g+ZRfa;)Kc29j+lRWp#cV1OO%B}lyiVl=G?2Q}m7GQ&(Q|7< z5>%#temE9=2{7hl0A5qOcS7QCxIJtWe)-K{M-khnx$B}pX`i+Db9Y@mc*E2vz3Sz1 zn~B4QGRd%4vQYYe{12|_&*pzR=fB(?pW?19CWNWz5nye% zsj)AG)deNDi=YB@Kyml>AK8h8@lVYkeC!R;NS8KGf04^Bq(^}UVwD--U5zNd`}*m{ zrjM;)46U0`8tLMe#VT#s&VqY7#3!yV^mN`swKsPby*6=fuv?A&qV>wsPVG#@eFkQK z_&u_zvbip{x^R8h9)y?A@+7)vi3E2MA&;Qt$Ee4BQk z%0S)^Uz@#uTFAorIctghul}Me7ri6Clr9OYxfR;1h5(Ym-W7UJv3}RQPD#^jwUNvp z2+K>M{sG52bgk0HcB&M7Dm0zJwRlC@J_j**h2?LfhcK`PL95GS68z9`Ywps2jh3|9 zwB1cqOm6W^v``e2qflLl9sm%<=|lf&jlhxpnzgdD4p@(J;yeC7 zmok0GRr+)tIS-t#MZqvjIqI47KuW>Q7hB1^P2>;Rfm!`MMH-M(*JAtK*;%)8+MPZn zh&;Hj8s$G~quDnHGDwi0)K1D*k+C zTeleNXD}U*+Cw&k*4X}jQZTQ_XmdRegO^V<`MvXtQ4!WFL%HCbC*vk3ATvY;CIO=t zR6`O!GcYU&4O{j)4zEqzE$3Q|Mt!#0x9-vmKiyQHFhj}|jR%w`P6hdYS{xJOF2{jt zvaPG>rh%iq2TFQW#4}|~zbbYq*NHmJ5!H>_s~-c((jH9r@Z{64F*BlA!j`ceuKr%^ z><~ZI0O^q8EK2mGz3F@#2q}E!HSq)<6)n_MY+kI%MJs=x*iG@~;8P(04^Hl0_k&KP z;eGguktTvN=XEs0v;-P|RRgAQcMVgw^V<&rGNF#!cn!a*f%91vIRwC2XFBh$P{4IK zfad<$Wzp3;?Jh1G1@cy?ovmi~<9P?EXbJNl`Adq}JwB;+gIz)Y_PX3wAXxd@iJGb# z^>iomozd4bz0U}gn$T^gm0UNl5xVYA&TACxRnH>~{WcH~RKDwfQyC?FhXea_D(G>L z{Ns!!M=&m_zANoM+`L<15@qDm8a^j-hPBlG&~|DfD#3(F@(r}DjoXFH=%BaN!(sjH zLWL1qh)I!MY7ZC67p@sea*Tfd5<4{wsq#1(hoh)WbmIQU)P`p&?IwviW{#tR%MvPp zk-y;{(&*{;Lltd*WHYcGYq@kz$2)&fU79dqrOPt|qflH0qYpZvz{cnRi$y#&Kg2o^ zYa&X2p5szV9OQ0}eK`54(m>kZLDsZh(5J*u!=-+#Hf93jD&Z&fAfD_uqM)rbQZYw9 zjg&Rx$yc8o{oIa>^$*ShfBF;ekdLB`lv~IMu67Wiym2>wvfs_)MoGgkDYIK-G7<4j zi&~CV`|MhY!`Z4XLw`7JeLAGMIZQU~LXl7o-A{$X=q<|vyBM3Ux7@K{pY~>pQ(f|& z$YJt1O$+dOK-xpN`KL3<(cMUFjc^~c(TVp>1O+#^%CnjC2xEqAhc>SLQ^XOl-LnD4B1mcrb`bvRTW`iMe*6iAR^UL7L80InPbi<# z^9%)%s*w=83$bR$23hrfO`;`zGTA6??()e*$s}KQqe+A-g`x)_LE?B!j6p+8(-j_T zYkAzvotP5ETBI2)#y{$1X~hzco9s}|C{PA0A)vZ{bGCP4fA=u91;(UhX;O7tvwjRi z`hKyg1@Z13S4FFMo6mP{T*i6Eg7~c}$3HJx?1ekB1|hado!Jpi!8($+n~RPiAAh5i*Bx zb-~|{>~;+#or5+tL@RI}FNe>I-I{%qVfRZ<^^OpcePv8NS6lNdGga=ufBU-)deO{@ z;J~9{j`0~(;co`Y{uH3b0e?y`F0&&6oSLsb<17c=&Ea@S`^R{=U7&pQwO|%dm zSaWSZe8Jjx=O&|DqB7!H9&vqO?&z0%i>M-A0m{YIMm30@Na7@x3QX= zoYWbeBVi$}Wz~F5fi1>FeX~KRE7MK?Veh(e^U}dk!*&ijsA0Q{;++70P5iLppL?lL zM>z7x|04Ol<>~=*Q!7zKsan`OF2G(lq4&J%Fs6vUvnDkx-CgZDi!tTK^(5~0e&+%| zVE>+liezSe(|9G%vG}ttJ46nKf-GUP%)MFGe%hNZ9HSee)(B+;bn11PW2oCu%)#$q ziUP**{YOmB+e1wivI>uX{#BaL*UXF+AKX%=b5?{&Ubz*-($$;Y!1%G--HWA@)L=tIxim)j}w$|f>2(?zR|)0Qw7-^=x0g=5;Mu+ zq&VD{j_)Cs5*)uMCM<^KHnOg$BdAZI_Z*}h9P)1NZ}#$kn?Ars9#KUGs3mHn zr8;grt5FG7!rImkeTd_;l!m_kOK9li$P=KLAYs@UQY94;SEpCGc~p>MImIsfRWAP)$m z;_VgE6mEO$T?Vv&W&dnq?LR^=UebIF+i)a4_5d)yQ?+v0@KD8&wmi0IyIKv>sPn*Sv=4)PXv~iOA8buc zEzt+U*2O65CNAlb!lue7E3)o ze0@)UHy*lKOsT@y#hMzt%xqbd$%su&rSez^e|x{|22R?~Ec)?r!}H7C<7()`YO04H z-9Q4!U@>G8UZ=Hw^x8Qmw1HH2iydxchAT#)yJhZj&qj}s(=LK1dljkzmtEZkqb<4) zS;`i2<2uK4p}+6r@gqfAeT_hXS}k}k!OK5?*sJd#;#mY!rjrk=`kkIlKttE0xDl@) zsU!s<0Kg%*%Y0wZR`}h%WJnPpT@{CMA%6MiFJLw6A#LE28HY7?eGoAEu)&J~NzhgS zR`(}2h5^rXzF{X=$LD$7{*^i_L5C@>RbNWOlYQfDD?X8zgmdi}TI~8p(=U`ou<#3i z;*gj_nKlto-MzWgSMEfjlI21d@5ux^9?nL?wq98C!>-!4Q;7IXgnAD-LJ4Lzc>pow zDOiRSWv5Zu%&Fb6o$bR7^t*SbDO{3|%u5A*q2Li?tRXiQXfLZkEMKDW*EdtYmIQgo z4=}xaEd-X|Kr34Wy_yN`mtcaRa>q=P(rbf$kG1 zb1_K_;?Oz1YBKC_s`vS3CpG|iG?J3>yP0R7lx+nAYZURC={Q2>Kw@Gm)I{k3G4v#U zN*tlxPwATGJ8jZ>$Tl5R+Bq0c7Zr@Ub_#VI#y!kWBCHWq=o-c&D{1u1cLfg&BtM!vDrM70EBx2PV`xd46 z-PKNz>li&wTm=4gB_)tC9fHrxzX$lLg7?CRkLzDG;@8D`OuZ`)NG#Z?QK{*f3xO#k zHYlZ5-X0a1Xc@aQvJxy9^$y$jZLC-+a$JLBtgc8&a*@`a#M4~o6>R&cQCboR6b%B1>3k9 zQNh4rtB*@yJNvi~BR?+q4u)I|*``%S{&Ni|izK-Fg-1w`$Xx&DmRL_UFF3IN3 zUDbGmArB_wjkM=g=szbQSvh-0s_=l=N6 zXm|1cLT1Fw%wa9AHSzWLaeG^4N9?P265~TL*f16a)c|r+VNJMchgE2s3!j9D70#tN zaeX+0m+9B@%|r}H_4{FzQlxU1N`wt{3+xVd~VxOu}?GJ*z$LYM&biR%@Ya2hjDJrMVMqw3B_T(eP70L_MD3|)* z(3@5!BsmGhufG%av80J|x*w{e;1*SxFzIA#IHxPdj+D-Svmu9-?q8Ctaelx1uiEGh z25H@~fK}u6Tn<&hJ;kATAX^_1bV>4_CbNdBSZW$`wv{I2 z`Qnts_X~G#V6iCDVahW4u0A;yi;-eZvMO{x+09RXm0xE~Fz>#GqxYyh_fA_~%;~u^69G;i5&#GPY{YjPUSM-=jlPNyga|fQVQb zPu?YeCBz*KTiBUuMzy&zQx9cit?c-!D<4Ew3q4|=G&p1#<1`MTE1@Lyrrfk@-%5i)zit!mmyt2HTM0c@h^=&_ ztb-qV$mpq$$R8dfv&K~D`+B~PLOqRU5|Mq$xzSPy?Edc zN}eafTLv;U5)ryZ^qG>RbdZWy5H!q)rXm?z*pGB2p*HeKuj@_1kN*+SAsl?sG`}f- z%zg&dipZZ(08K!$zZkV->sF2+n>bUdgc+J3kKyxzQiRp;1ae5F;%|qV`J(?PDj?P0 zw^PSjs+24X3+u9yv8Dl4UDyL`6Aox*>)KLK>@Un;ZhVY}$msAxWV1p7UnWJSQuUrz zF}9Q@l2D%KpZ%XgOzHsRHjjfR%;YhpKQDB(ewW~HnL`#Ws?kEZ5RHuLp0cLyu?AYM+pZA^x@lfIrZ5d$oZR|dC7)=So`o>q zaPF*`AmaP++D*vBnTCesF_*Tq5^(Qg%#0@L^27W2`AAXtT|w3hc3K8kGt1U>s;WiN zf2SYs*YOPr4hH%}7+2tGt~1Qm^-K)JbCdUe3u1pqe$B_r%3DI)`av5q1%e%2S*jk zc?|d7YH1NtJL63F;KxE2P0d)>tL6*b>;MdR*5D6|cH4a-+#iF*GHbLgeaIl5zHx@C?HK(ACv6{j+y zwP!zMiw9H#T0hmryqBHN7paoBe`u)Gm-ma?-1u=U^c`(pD@|S~^Qe0SfbMTP?B2wp zCrWo}b}L=hHuwcXl9=0OYQUQ#F7KFfVND9u>yZ7%L*;}(Y3!u=(KLz2SK-;f1*}1X zZ5R%_D=R#RtE31K7-@1~@x~+D9AB{WOWU8%E(74ih>_U&Th<3yN~_yOe|9#tD8qTK zq zc-n5@5WMpAMm|}U8&A{qe^3rgB+3ogMZ;&6a}qxt!_!P3k1Rb3;eajFma}#TI({`7Pv>)Qrw=3%%HD+lpb5 zTo~uOd9ownf`?q&VXA&w29al&Qjs(Sz%PJ#HF7lNT*8rBTv6H7e`}6hUk44|QibM$ z4}lSK%yl`B87^ursGAZqV#F7_)4VM2&Vi4E;gdy0&4x9k#{Fdk?`Q@>gUK_8)So8OhC#CB-NCjzo}!kq1CADO#(v&V-+yN^lFw`EqP zX1~MB`P1Lzpr^Gye~Q)N8dJ}atF@R+vEKQHw*LVMM<5xDV6B8E35C3hqx-UxBAD5Z zudM!lFTt-SsLTiS%G|?Ed`o80$ZKne^E`72TAXRJGI?~a*A{l=X-ZMqI;-8qUK0HA zT$r&&NobtNRT&eNR}NZv;)}#okra18m`&nrqZ6lW(~Dhwe`>7b3h8@~hPh(Bvx^)) zu+Z18Ebn>M&%SMxMM(yXaO&*}t;*bq09*Cm)Wzd(HuRh@a8F?3NyQs4md0MwB=#xY zoou73$_j2?sS74Na94eKK}(S-stq0fHZSbMfx$;>=>y^mC^7Uey3N`|$S6@>49djE zWIe%PnW?~Le*N(+sA zkR75(_W*m;5FS7#0_%k0Xb%+qLf11Rn%y(9`XfAA8EuwT?)CzX9!iBtj&ftjZX z_MMmrR`T^xC0328jkM3y?*abduG3Y`qWK?lvdhyie9-HYp&54Co!T1qiG@^vjiSyB zuSqr*#CVA+INe0P+!Na2WqBiy;ctqbK@v=vb$6GpOix#~(vaxzy$FKs)2a4Ii~DHt z9&|M8f07fwotFB<78l~XR2*XB6;quZ!$_`G2!Bw%9zH%>3zRSVvDjxr5mHua9}b=m zl2}W?go}u2S22pkj#(SN`EU{yuT{rRU2zS-TDHZU^V7A8*5Q>x^7Eg<(T8M3{C2|j zDa+RI&>3+v8c&dp`k}UKo6bZ`@7T;Vcq1O%f9{(eKs+W_N&TE3p32clMvr-<<(Ht4 zJuT`nbaDwxryEK)ckf#8+(&1^T;vLiNYPrG!UrS4495M1JkT~}Y9G5AJ#B}q&?}P0 zA8e?9aO+ZkkJIApC*~^dMldhi4gGv`wj!zCtb9`0gc_5k=8+K0fGo%7cP6;9ZN_$U ze>y6*Jvt0Dz$k43W7VTn;~K%03EN#?P0Wz=oODPa!%sgm#sZQQpEJXU>&C~19^9pS ztZ^xFbrIz<_@ey=G3g60CZb`;x6FY%+cE&bccG%F5*wKAtQlXt0j<=g!_GaezJIbE zwb52a5h}U6vHTYIDEoQVu7k$038Deme@{%cbpWY13d#f_zYt5oIpJIAEO2pV@MHEa z0j7D=Jo0hVKbFaNDCO|v~=7E{U_mKbZ^;a1Hd+L#sxG& z8??f`F?}8*0W-+FJeJn(T7I{e@dpZ@p9wDD9to$KfALzS(&|?`SHq}NBVJ!1ZKT-E@ zaABV$O?N|qh~O>x(e8W7)!CSX*m{a0OV`?lN7`XM0B9c4ky-#y-W{(HTbK6-C--|2 z2rbM~>k78kER&=8j&)l=Y?vZqe}_+g89M?M$O4Oe+YRW3KL zCPUVs6BjZYGcJ*lHi_-z#&M6w0 z)TC=)Zkx9G?N-k=-_llUZU+q*ku=(G-6oZ2sdYUH*bPg`W5>?cd*(i0qCl1ajWiBy z;*4CpKTr54+)I;Ukdn|cfBkgm4J)jv`)l@TY=&)>H+2alkMJhCKsTRMKG&3YO@w{0 znkjxMFelUm1TjQsP>cOkZ}2ZNaZsu9$)QpLAd!q(q!EFI<^KvUb~wAahkDtU?)Q9j zZ2MUx=K8!ZV@No3X)xF^nX-(Ewa*SbOuR2LpU)b&6s%k135U^{cWrHqWU}+&d#O!CV57wu* z<(3o)l^^gOCrk*l)0quB-@meWG@JViEb^_e#iN3>Kl9VPflhnkP_gGt{vUYMRFUyk zMte-}rqLXPbZKq~f1h#>euD9-s;Ufxh#%TMHYv24p8VK(mhVcD+6BC?+S=spoZZIp z5K6FblZi2V+kHfKuK+%Tx?!Q=dWPfZ} z9w8d%llk#?>gZ$xxRX`ZI`ra{ELEM~tS3(35^CWo(Qv4Rf8g;LvITvSc&LI0_JbPi zrJNYYxdYYLHK{7Dv5?TtO4uV_X#kE^qm6^EXj*a&9N9lopg4S$F=gY=nO{!ECUs-GZe^|A;d`5V;_~kJ0;(}aeF7E$c zN0ge#%DfNLk)_HQnN=%`n52qXRvPG~ZkM#64hn4l6WMjcq2p$dV>qWqYry3EjZXPZI7TQq zxnEB~vwXgdcJZ)iUW!~YMLi4qWa4Wd7xE05T3>bNY~?cN=z}Of6+Z!o+KNM;DdqX(%t=;NM0qY=>0v^z~-rPJHk7aoa z$F<^t-Js*B5_i%VEAA9mPZNaez0fajs9BQLA-FREd_}!vDS9~&cE(3O4H)a9pre^0 ze}m>>N{g}#1fSbVPWM<$eI29d-eS%=v;4b&f9k=V!x^A1DyVX=mbpWISK z0m44GvIcHWr!a)+GvyC*IWUQPDk9?Je+yi3sZUgR-hpfm;;Ef%jt;#D8nXt+{kTQP zt|al6!_B2F{#-3&3fjS}CG7JXBWC*1mfGh#hzGszV~S~U$-^dcyEP|G+>CuBMQL$fOv$g;SZ1~vw)f0Fpx zW{I})TOxr`bWG!s>#b2`mKj{!*n`KKtv(4eBX<_#Nv{K#*Yox zopw2mf~{IV!ifpgE(vjyUEY*vDIlACfVYaQ=Dw<;mdy|hTDhV<1S$9YaO{yZw2mFZ zz4ctB@QHQ1Vl*tdH6#nioBdY_e*}s;>szI=+2nM0gpN>cAO>jVgt)@Q~^l z)0%;GS9gtrifkeO$(J4k2K6c_qM$ZZLUKRjvope%)icl|zT3b2KVPSZLHAW2GM-Ab zhM5R~1#thk!hmlP!kT-+;cAJeuc4H+fEZt#MWc{^Q!*~EAW&%n3~G+1Vq1<#mSzkmEdl)-}O1 zd(~KSkh6)BU-fTaFWRn(nChfdG@)NkxUiP|L=ujZa=Z?<#jR_wfBB9dQio4Al2q(3 z5Bt3hiTDA)^%_CqZ~XO%R~g}_)sHA*FRD$J(W8e*O0*I*0<5oc{JMk)m=uh2fv!Vz z<5_FAEk=lSA}Gd5g)WE2>xdLH)}hSk2e^QJ{@3*!-Vb|v`IsG7tM?_};3t!j6j`#` z*PqMbkS1I31d;ace@&lV1t*Ych01k+i&MU%R5p$YNSZ_$|BJ=$=f$|HixEm>OWLBqbh>C?sbqKTo9 ze!knn_wTmtW#JYdtBP50zqDo~!}o+UQeP)-hS4Eue&Pn?LS-WkoQ{AxI+A}CJ48_@ z(2d~Vtc|EH*2!1wbxo%6G|mf{NzB3Z3UJeFKS!he=r=Eq%wEz#|JTd4cJr{a>ml9f)>#BNUfXG*;!`B9_V;E-;o(1Y*h z7)^rOf2Lioja+l2WaKo*xWSsrup1+)r9!1Imq|^s_K%p9sBZGv;G1nUA>j+vVF!<^ zn)ydUu6x|I0Q5zx?aQ0qmP{eV+^4C*iDX!80_FboIbIEu`YX(PRmj-kK@KE}Y=^Tt zPr12aWUk>5xvglNIp$N$L+dUE$x^YdFCj4Df6zq*qnMv3y^Sw-!ij!7x*|w2{W~@> zOOK^%V;jY3K$$$L0ES_7&?-vhOndatl)@MZJCE#e)*&(motuqtwB5W3cQ(%EIvheZ z0}=q7kme?MR#ciy2XDWkp?>9W!2#bHX|&Rd2&;PQ_o?LhhGu~hiEUl#ipJVe-Rf|r ze;$Nuv`YWb3OW3s;YFl*=``gkzQxZtfDD*Gk@1m{D{}PWy!AwP;kF<^|NYGtPY_7? zM=cbLFy}DTlRa;KSP9%sjP%Uz2M~%%Es5gIMp1`_toj{HwQ`%*tPf#n8KmQ73`=gh z&w~Z{H1%z`D8fvXz+(If6*zu z;D2fH_N6c=$l;aF@}4K^TUeI?no^R=ORY2CRyCc)FN-$VH{Sxc*BD@q>+OzNFV!~k z4e%?8Ahq9DSyoPcDjtgE(6Z_93T-SWpuR=gO^*PY`3HV}8b>W1Ky>v|g%*P#KbP|m zQ@RLN6QLC|$v3LP?jfEti9(OMe;qj9x}sl3ohF#THhW=N#ERPe4)~S%wl1+J`r`(t zBw2aXO_pvAsw=Q-uQ^#h!}Q64k3;~sU=*QmoqBtQYMLEXm-5&bJuX`FF>N2O3S!oO67#706E3Ax138PNmMRGVvZ}`ZAC_s4fA&=H7Fn&} zr9tM$*Ec+qpI9TGIHfpPA?HW%DtJIiSV&koCF4W4k~Kfst#s~2=?qZMpaKwtD37{` z)*_O8)208mzYrCXdZvscGWQ^KstHc~r#=>aBlle-b7}8?Z*Zk*Fjmw0jAj4XB;*Emj^-A6e{kn`y?Z+Vh*R z3U844p&OT!K>sqMA$T#1Ioi5~CXjk0cild_m#CIH227!S5h|}dsavlEp;8f+q)KE{ zP+jvb*q7n^0nS4la*c%VgXkFk$wA#VCDy;y?PDOZ-|n|;d+kTye-ZiF21e0|kmv{- z?YGp6g{QSv5$K8(M(WYE44tJQp#&M8wN=-$(G5&g2YRf$qKSncCK~<*B|=)0ymRq8uZ^zF@W7UP5~B#8dJ}8=2vJIjR$SdjrT^+gj7W~=6pt!r?8-N zpWdzMH8rYPAeOW~f8O@PhdUM!LXaz}b!$6w3HwE7nH^8w`<#K5pV4;i5&2Cq@MrUf z8QQM}sZ(U(LoRbHyP(&9n$ZBvs}@-tBMs{j_3ae*lU+_bx}@t?N{BTc8AlchK;Eh^ z4#Ke z^^cIS4j-$RTgk;`es_!Le#3cXn)G~Gok^?qT>a`D=gy;e(}U;b3=e}k*b%x0aG zW`5k+T=w9Ce|?h^VI?9n3zsIKyo5@qKSf zm}#yjYMhCJ0TR=;9+zlzHyscZ2gqSc?>F+UWkZ!PaH&&R6hP~~N-((C!XrBhFu%GX zH)G(%+QbFKy)k9Y5n;J)O&{FC-Do*Av}%p^M{s(s4~8-Hb{`KyC#o?cCn4(7}4t9#De zc2o55zkrd(an60GlRR*Bc~aFOCRaANw8!Nb~+?Hnj#$;A~4do>FWH~@Da zg+v^te*?+k;&aCazff|7MkI8kB1<%Xh&#PIykfYU*CQjUwyx>O$-O!#9C2_*yk+f7@%_u}caqAsK}%S5o%bfk~?0kdBcj zT056)l9zttY;nu2sU|?;`yGk;P?+6&ToB4W?szTsw2Z}w8>>rGlqc7}2*VrWBXcr- z{_q3ELd9W|C_~6WKRM-WQgQZh#2AC8%&i_d4y&DV-x}J1OrPI7)*G2dioy+(iZjnv zf2T79jvrP<&0udZGTKxWHTlk4JU7E=Z=2=8dDQ?MB|1W;UL06Mt_!-?%NmSh_BZ%q zQ){%jd*gb-<@Yhxg}X?5=iSc|RV8j&*jV7L)AL)9TM`9JgiOo1N#*&a&VZ2P5%y6u z#z~MD(hk&mIE?`{zZZA<7kYN_1+?6fKcSxVdmJc@Wzd=`wtqsq+ z<4=ow+h~|D+Hkc$ zbdY0e6Tj7CP!J`};AURr*`#{doy95iI+WqPl4~`sN!(xj;nEh{<~AAXh~POV&6)X0 zhnRstikTtB2eLS3W&-9cx5j8pfBGqopnNH2WqGW4mUi6%!+%=M?tzFPigW9=aLQJ- zh(tmqm1m>U+o;ZUb8wp#Dsn{$HmszjA)i-`B=8J|4y#!D1Lida!RyiG;?*qx8|W{B zI7`X9mQsx5h>&W`*@Wd0{&pf)M7H*@%k5%Jt z94C*|MZqON_wcv#ABa1wbSch1mAl?i15*Zrsex1pypGg}ob5~dg6J;I3fO`RQ~%&q zLSDT0(o9gAqa2#5QQ+Psf0?*Z`}McR*ia(MhE1}dzH}ssXC2?&^cQ{FQTIyoze2Sn zfYyk|(q~}Et9%*rrC0smuyu;LSOf}{g3lT>Bfq<@3+?WcW_@`h24urGmb8K*F*QyOESVZgcZK%&nA<@)<$dGui!y2f7c8H9Jw0TrU405 zZyeMe7*1PB8=>0^e7=z~+7H`~m&|rXa z7geeR6C;G<=$Dp6f2wyuK2HL;Ho=>QoCvn3aC~=#Ak@zgof=h+6q+{0Ylf5@)|WE0 zx9-A*sC(@^FfPZRj%&zwarQ&5n-}4c7Pg@et8nf>-bA#TBn~t5-f|m-e={&RF|6Cu z-VMv5l@8tf5bfw$ppIS#&pK{L>#rj zJoHy8VTYBJ;luyLi=4WiMEV}K!$6<(Y$!F^)28wPrhPsEK9mA>Npds;%{s@zC|!;} z2RC<;bZU5y(93D>Cw;L9YUN?Xrs865`~C2EzEe$L5xc%!OUCch_RLPU5Ts-IWnuYT z_Jpy~mbb#1e|rZZ{^E?nu`-blLk78P*NQKlFx%+~Cd*x1&wbeoRvD84D?Vp>RiBed z$N^(fsyM+C3#qsSmLdb6O?A|u-B-q{h^ z>3&1&8?^x|TEsB2(DBd*s=Al(PmHSuM$4$pQ!YTke?_q-%E$@u;hn=m=BW0yocO|3 zZdB+P{E0j~E)mLW#Xm^66+|HXMvTO5G*O4YqEv6MaX=q6Zr(SVIfG%+M8H>M>1_~ky!YWd?)p`QlK7XrkYR&{uqKs`#GO=yjwrzW2 z+qP}nwr$(Cza)Ea)jsUqKhSU8U8j!5%oiRNz8clTyzHP`5_Z5^Ja{S3ZQ~92^ZK=2 zi+%EkdYF6DxJK(smjk_Q+dMWEEbw(Q{ZJhwVaLk2T!#>gnb!<5UwD}PyYc@h+hKv6 zQ=8QaFMr;rt_oF$+W9*@H9a=vZ^jihV-8g3;BY;r$ZFNyvFc_LzVv>rGRnp)PE044 z88}9af$?GU|37lbz6xwp?Iq6EkIZ;-`(IAw`P?QC@p2q0PV512Rhg?yzAAB&*HE$+ zVP#mh<9tAa10rkMk_8N!J&-zi2ojU4zMR@7lSJpz8lV{)UR zUd57Mc%agnoGx%J zi;4Xeb;L(Quuxc4(BmMP$-D@qo(AXQf*7S$X@N)1(bn4f=d4!8eaum6d`oIdBINch zvpUZap|WZZ$z1VjfGk3}p8pf-lKU(0v453EO`%dQp~n4zuNWMPgq5pC1+eP2>%Ubz z_omhH)!!+yn|P!(W3XA-m%x|ARBI5U^&C_RBdopmZ<7b)C?l}6^fD0;$Pyl^9wL(Er&3|D- zh+jpgtoC`biXGh&SL}3Rc@nFM6*%7OrtFe9&fiBvaErWZjMgIvWC^Cmr@trG$l6H6 zfuBXZPPyGX)x6IrlV-D*HQ$G}5uS66&$X*=qW7eon{Nx_>s^XRMMw-gE0Iex)B8ey>TZI{*3Z?v?mqX3yX^ zUlTwf+tW|N9)*ir>F}#?Z5F?q6I~>NVWvjO1q}|dVaB26PZAp;D;`$>HY~iE#l2+HHgdW*`1J@Yz=yji?X0!WimZJ zYC(427cAig9efg0H#D(Y^OK)ISg4F6T*$sTtR=WS6+}Q5dzU1DH_srRSJUgmW!FiU zLyst@Ds%DSqde2V0&YYw7utao( zW#t~acjCdOhkyH{idW5*`k1D`r4yu@8sf)Yu#IVXSd%hWBzk}v8+-m6q;Rl+t0~Uz zt&hTS;ds$`>Ec*u|3{&aJ%unb82mNcjB$LYNDmZD!v3p4j;geYmndaz%58{mgNV)} zG+Vc(h}m9>4MkA7W>i$Xb&IJ2=(pG9PMeKT2pQJ9Pk-W_YU=0^N48*oGJ1CTPN0m* z&?BU=)y44$#e;Z1n5T(J(9$t7`w#M{WY{z7Bz#`UCgdp|DBGl?aV!>Y9HEqW1hZ|o z?uT*=g%Ar5WP5vLS4<2PD+);UovH7rQUE#jN>~k-_-=sZesgr=BO-JUUz6!D7_a|M zfCM;W!+(&nhdQb62Lu^UIAA!ZwEHk6psN9dZ=c~0{(vu}+NzVlmtz@1<63d-#XIQH z#OtcRGXx)|_(X<#GVsn-6Rhrzl{9QVi{WM!>kJJ`9g@?r$C8i+;bvvMMT{XdIjE2Z zYH6>mW0iozE29b7y3+`$hQ%KifG=xKSVv70gn!iIxZcA5>YvupFj*1*<%>B{BkRcd zlPxlzD!Q-f3K9w6#Ky79LyVmV(V+c*wj&dfKkCO;$J1a9lDyX4iT>jF!y`au2>8P# z0&s+t{&1fb=%p{#@E=PiL1f1w3)32&PUHqrG2#NpTQXiavwnBSb5QmGH3d;fn|^CQ zpnvDK?)w#m&xTU*Y$gT9d5R;pTrU2ST^}WXF&`wFjToq@pe}wq{H~qS)=r)`8lz^Y zrkkraQwQ_YN10AZ>l#g^^@_>y@q9Z2YRd`xZanyMhPqUVs^GRDK5taG7HBGGdX%dNGDzrtC;zk9`j8{p`~kOewl7cpVZ><9uFzG z?9&%RToTcJ!1~P<6m@;f2joH7<~Jnc&6PSxQZ+*R2J5$fOW&Bj_E#Pq{tJL8EY2if zJXj4G%EUW7pZ$Qj0($#_FWr(&8rHmMnUmz9nuf293+X}b2}~&rt4<$;)_+sOgI?Ni z`0UCM4sz%$a_bd*GTtAxYH)0 z@>d=;BeoKR!dQ@UvFuaSHkJQ+uuMz)Snc_{INSD#a=XEG^aW%StF18Jpj4d&qx;HA ziSYJ8F^I81omk{k6^`S7oqrnC)$&$sc3rfsI^S4GBOj1TfMwVgbPty48FF7PR2$>V ztrB1n6~C(?P~WNyMkw!yz}4RU^(&caC)&3OWeRX7Yc@R&SxjnC4UVC4PU-f2o3|p zJ|A`T@Z6=SUgm^?40LdrnSuAeJYRRsx@e>+%PFj_MHOPBOhU@oIPkjgZ zY0ZOtAxGRA?_19amUNMiYy4JPUse7ROazK$3%IO3Nr;u?-K3|iG#QrD!A+Y$$wCU3 zWL)UJ=>fxGL)`=xh=1Gi+Rb4N1hNyic46pN-Q zQxC!xVD+>C5hYcqMbXT~zhPmYbHJzss5$6S*@a&oHNxg>|Mr(nn2w9G+pL|s%rEGu zM;77_7#6j!I4rh&*X;LTD+aUuM+-duVa>#kB1FSo6XfXBLBM&iD~U&(1{v=4 zmenqIg1#cc`F{Y%99QyYikyuFJCj4{M@`PhTPV<^_j}}4g^x~rX16r4-A09JG?h^6 z3B|;*2c^CDQJ;$G5~w}2n@)f~U}la1KgEUS&lc{+HJj*7>&u*c+Q49$eUydwPHpn4 zt_sO$)Xmi|6qDiARlbQsPX&%mJDIkN+1?zK*6aeeKz}mWh?=RUVv%=+icNXYjlGRF7*0f^C|OPNR~?qcYuE$?&T9i)wp+@U5j(>?z7OheSP?X?%ZDp- zME_T;L;$ZN!Eh~)QiqTTZD|Uthw*l~ zLG$IgX-pB9{s;lLwrpL;Bqu{TQR&4b3V1XDO`=C;MSVe+rutZR$<;R1fa!AphQp9VS&pM(_^m2sGx}LuME~`L9q^t%Ugco={AKR*K z&3{6__)>Ibp^|52dlpZ7AtGxJtSfBbqLXi6Z@DK2qK{nut%F{6iCRpbo-KKM)7 z_*J{ULSt9O=$;X{Vultm5CxaTSxmZ~(O$lu&Oe(#z%7i0-A;z7c}4b1;2bq8p%qjr zLgNZU6Me8R4Y|@3H>6|^zVc^mauvM0c7KUEF#(~hKi9w$DMoZV_f-_UhA%R_Xm}0^9^W5o;2*6zNx6Pu|ahqWcQw>cIA6YUoWrqTz-mpBl zrtMRZD8}*YD+0kI!n6sPV98lEqpj!~^8+ox9Tw^@gm4>Bi-FSl4tAc)31bHL^?ybY z%yHh0EIr~RMOli&dww@=W@lwS)1;M+eT>@j#k=qwulYY-j)ws(m{)A)o7RL6z#&!` zeUKYr?-h2SvYEqBD2urx`)Km4B~DzQoaU?XWw$bVIUK7IY);}6mmv+;w4Za0U_ZX> z2hUlO1e`jt&K+zf2Hj^=wNOdDD1V`teqBajv-peO-?EEFtE?+U5da+$@zkvW&*Ha9 zKFLO5s8|h9S{^l(z}0#k+UB0lCuDAm*Mz6d&bZl(6=ok3xl2%WqjJ%r;3r&$+W zEVT4^??TnFZ;>scQs5IaMsotpz$Hyl#eV%6H4V4G<(}EA^*J~3>%yg?SAP+%N@XLz zae2o~63ELanrg2AT7@_c3oIKz?$9WTzS566nk;t(IvxP_yjEJFmM;iGJ(L%E0a`%5 zCqYY-)`qfhKf?S&Y1Fz#*A2h(W5oV=x76GJcTy4FZ^=r7V!k}tVm02SrK}>g^C#hI z>KBX+EB=^D#XmG-p@7dvoqumW&Z(X}fI`rCD!=R5)T6+o7hSW{G+J=5Pt(KoP>sk7zlfo zH%2+F@P|?9Prct+pXyQdXe-<^t0fVmq%{5nk_}Oue)hDoj}hFH{6%jKMqn>no>7!D znVN^?x{t?!<^l#9++yy$bZ7yDM+fL1MD0M=<-cIZQp+=@cH|1GI5qb+A&NX8vyE=2chWjyl2Nl4 zB;N+_nejgDrQW>@t1gNpRwE`;h&%iKgKU8U!+;)Tju(2O0+PfomNr@djcNZ*fu$Yf zTQ4Yltkzo0W2nGEoOcOBrI-^K5R@z{cDkpGFDR5_4x`vyN`IcRdLmYA)}dRYtlAg< z5*7cROe$cYdTB(1@Y=#r>{=Wi=(_qk=g3Y+8}CcGM;DG|{+4(Up+^nfXsl__Qv zC*(a673@$b8@GiznRz|JUuYe53a@Q7ulJ%6?aCJ#nSZ$Dp^D~*j&n`W1}sy`a4#6J zUK`*^@;B%2Lys(O&Hi(?kLkp=-2#!oul?Q#DkFM!Yf{TFrm>fWLW-1cu2vVa3Q#T_ zX6eixIY?O9qES$B(3BX3-F`)v{1zyy5F)F|a8#@mVGJ)Vb{WO-x7)AgYT(_O$QC%t zRgFBM8h`Bs2Y1H(dx~1WFHQ&(2q|RhfbgH=*>Li7D0zE97l@2*N|0%X<$mW|Q|}*6 zp!v1LU%EKSaG*gpe5_sv_h_3=v{imp2cdL@c?Y<}*n*-r`2Z+8y+cMz*iJ9chKEo2SMsgY)hmCD4s%YRw>o)c|O{^48k;)V#FZnL(*IFT@y z+lD>OnQE2EmAl7?ipFai>DF}lI>R5ZSq|%oqy_JqM*~9%jz4rwz6n z%zw`);H_FpZ=*({B6mP}t>CT6r<9q@9)tgpiO}uSVJeGrcQg|spwW1UtB=Z@-H4@D z@*&0K5>{EC$^jQ&C;y{RSP(DSIo^xozJGMV zSOw&sq9f(sEjBFEvK!Hh&Wh;OYi;sAajsT@Vm5ZWRqj?)q9x9uY-pi4e;0`Cb9>Jj zQMOTKiMOjUyS50C{$#rL_U)g(rjvkfFt{4yFqLZvAecC!g#OM>12@?xM&a&VGJi@q zRiuvP5;sCY#7g|NqQibudh4f>P_li54sMoiKqYG2DvE1!xpXSe6fsMspxgWQ;y0XH z&aSnHt1+GuTO%(uc?ajqnw+GW*=xzwlFg;bUhPB`rfpjL-V&J_{5~G&Bc2t#LuQhR zI;km8711Zj%2k59ecSk)cNO0x_J1*^YcD3FOOnM}yE073yhr_7GMkt;}Hyy)JB4@y8o0|-Y1oLXF-XvezABv73 zGm1!9?4SIH2nxh*)4_K-*E;wfs76RLJ<%CRA9Ew@Inh?Q+M*PAf|tGt$$u^n11`nj zwOWpxWe&2ZhyJe$*V~?Ae15@O^Hhm${r7?Gr7jUE$aAUlJ4Jl2g|FEMtOF(c@w|Y2 z&rFV>w>&~4Agw&{=^<&~_dn}rBDgh25b0*drajPa#F{o!!F?;11%-mFHQIWXdARf= z*#PI!G-f>eW+m8Z>6%N5_kT}Ijc>N}U7TL(VeaEs zW5-jRD(`;4LOjdb^XR#c$qnKK;M5{{^y3KGz3txVahD^lwMv4k&_@>no+Oh%wwqSq zY^ob#9`*DKN!}qx{FAkNHIE?SISF|Pt0T0lvRu|$mBefxrrcVu=znrk_E4zZc4m{a z1|mJ}d3bNZKrNn4d}l%kMykct^04&TR+>IetA-4?R0I1DBCoSwN=IvzT9;AwqW4U$ z=4)zHyFLod;%99)i5;9|goWK4$NeNkDUYF>!uay}UFvLPRiRE5GlWR$NqM{AhHkrx zhXWbHYTRETTg6-QVSjl8Jtb;4Q*!eQF|5bKCKy8SCbUy^SiVEHT3mC|?(R7wKSc`n zrc|82^fa~yN{>z%Jk&1B zJIpA8D+K(E0)--v_j?pwah7r?J!uML5X{1DtkThET%$RpVY^t&z#rF@a!?+$>cRTVJU z@2uQwVG7>e0{uVad47`GSALQy530|}uRwyrk$S0Wcz+;|wf^2(c zAUxn3)_)`2tExhoN80d>VP3FGpajC{q%xa!_~$<5qGoJ%55{sxEn>xMRbJT6-I56J^A?U9s^F zA8riSPK@=^|AH4i$uqhrBlA|Bhw_}c0Ft9}G^Q8V;)Xl{hc&QyoL{FYSw$TI4>llys`JP>)b0cx2X?`cbI^JhTS#}F2e%_2I0 z>KZ%V3OVU%d4CpckM(-`$fYA?rZE4>;QFVbfY5d2-VXyEbZT^(V;fl0pp8o%zki<8 z*;SlYu40%qB?s$QcmIgo;T!&Fw9ZU~G}qU6vYHHyJPHecphuzqmr6N~O^1AM&NH** zvtx++&k(%ui%Q-E4T|toH&#nlKE1*OnjI0yI->g1E7^f8g3w#30V&ZIWn|d4pEjRd zmY^7@0{-x4!m2FTy3b)HUkxY3IDcb_TD>3xoo@HeYD!UuQKy&@Ua3o8?FnWgf)6Oh zGJzx_QiPk!5EUMh?>P+FbxNKC^~C2R^z(8XwBNyIxMQXL`GO&6yut~tU__}G88KAe z0@gjeKGi^XzYOL0dmg?wVgC!-Z9RB(oEvM0G-tkW1-+M1-p=I!#9)fFWq+Y_%`;|S zk4WPyGg)jhfkcp_CS7)w*%!oGgw~89R&zh)GDRT+(3+U&bVXLcrw}JkprpaxEmW1D zE|O*{J||JwGyKAnt%=pEfI%h_=ng(=+JoX%9Cf-rCcs$qUhs!zLX0{vpl8f5ZKt&! z$Ak2|#~-G4v|t7;Ku&!3aerr6<){rKgJ%pD+h}#2EnM^;7WsVo@ah7E<>Pehkyv(v zA=Lb{7p_2+YfYe)!!yduQe6-RHq)0FdFOl~#YzeE$zn+`Sn}29Dw=s3*Ym|&W zc1-Qvei-BQeZGj!kL}ojnY49(fTdpRUfvy0!k$MSvqG)zma{_t2|{D%EuI`wr8J~3B(c5ZBcQD8fAiBXG3 z(Mu|N7e&3iLVdNDwST@X^X(OPLw4+u3YZoFO5D0KFY0PD()+E!dqgwjT)FKdOO9zi zDXES2-&=|(Lqxw(cH z#PW5K!;852p_a~wo(tLKFT;BuG*XQ}dimbANZ!&T5P+Fm)*5BvK@G`ZLqB07m4jf; zG|DmR#-QjGkEh_rcrKr>+a+Ldv6G|Yu(}5Kz&Ab&-IdM2Rr^6htyuV?q{p2fBfld4oj((JEGgxPyze$=sf19* zMQdZso56tjW=#*pR%7VxTGegnW!O{_flj2*bM+br(;=dRL+dRLj2drYU`6{<8P#0C z+Z=7tJelUl?+yySe!bdHG@z zMSB#;QHRmal!||uJa?-RbJAy}2rEe$9&NK8imRo-V=L~^YE)t(Cz2O{dsblwx2WrK zBT3*0b=G&>q?s-yRS@6FhXvU`8fMO4MaNN5PoTLjl0GiWj5G^!G23_JU~7np6;sl{nkrr4Qz*|djaP_GTQ z{p}%N!MT4%s7;u0Rz{M!b@=V=ZW-3}?$W3y9?KNyUx*v&+60wIZGR2K(!tb@kH0&q zH{WJJm4V)j$~(rNy`mNib)G*DF79urNlOR-UbGRkW-D{vEYyxxb!H!VJW^pDn-XE1 zz54QGL6`P4mn`1vUo7N6O!wnleU?qh67NwC4u*gK)O_<`@!$X>aG|(hVs6lRg-`OA zGPprvgMx5ZP!jr!jDm&Df@Mc}5)2D+x+lwf?>{Y@r7Y)#Ak2#UZiW0W;0{~oS_b4h zK{)qdy3ttdB?kX@uN~w)3?BCsdGMT*wB{-WkR%URhRC6t$VGO&K@`*Xc~*n7VaMum zu0DS$MVnA+lWRAqW9~AjAd3ebi!U%(dsTtI8&a~|s(j`?=44;kW$U;B5F zVA&u4_thX3W7^3VE;KIqPY=2%OjQB)D`YNnzr|Co ztkkT%H)w)k_D2pX zlbt~vJSR`A)CIQbMf8cyY-v*ht*#)7O;<65cf7T85}4^Z{sC)o+faU0ds~d^J<)$) zhG+zIDQL|twQ&96U4emO2ifQA)MXPa`q_Zn-Eh~HMaY2@1A>b@8tZMO$&5%dCRP zjA%hO71Q(;&ZcCIchaq<{C>GOu}f#cA|XgIg-w8nR3}d0>G=@bde>_vreINX64z2c zAr1wtQcP1$0vUNq50u7%m1TU%B=&#Fzsf39yYo&&=Wvm!@eA;*1`E6!>pXd58)+bC zxpi0EcL2Ju>>8f~8GQQ)73I597qcXsLb-g%74<`7Qz#hOCcyQngw_;#7K#-+U`*uW z1+o#T2DpMj53zEABEVoh0oR0bUtn`gM(g(jOPQMd6-;s&XQWFsO|^4Cs$PGcIKN@4 zMW{DWDhUU0+@8{e&U$wTI)L6%gN@U`F*m=eao|vZR7I@?K>S;kt>DbSLyVR^0Abha zwHWOkb9ii3j%EQ}eJiPZOPe!{HR~T>OsY&}w9;x)uKi*F&Vn;BC7JYFr!GBwvEMqS zaw}cXj>#bwYabR?kTQ|W{V9KbKqHTgmGnp?2O{k?5wMZFv5g--mgQtdNZLt>8!L?tKpPGmB**JuKz{YYnWDEEPA0uP&Y$>W575fI0{9_JoIhgy72EL0BM8hg zOQl4FNw2}RdVw`gbZ3A4NV^03iPe!1XHSP$YdX!e{dLs@iUvuiBU}a(y;fwp4N!wy zyCa65Cn=nV=t|Lu{IHAA5+7#h@9d$ng^ScDFD*(`wNw&Xl`qVLtKt8IMNtvnjE|xTHZ|JsvgXdR~g(_AiH z5*|K12%@weR$!&=*#LnZo^0RW$2d4aGQ<~#Db@9#K&ly7%J%BV%+x}RiC;gCy(8wB z8sIZK!0So5)4}-jw!v;dj)W5;Y^x0ZSWSbeSY;K_$SZ#>CR8P)Z>3VvzQY1v{!nbO zLUiWQgQV0*t9IwSnq&P&nO_p0A?r?s(gmr_jZ&PmWh3kv#k(0zWn(=gwLSK8za$xn zuhqrrfBbvUlXMuAo$v_>PM?OGCK;pG#xrAx{$jX{nSd_{q0Bnh`(uY_&Q?4Af-n{Y z{+hXPC9Qv0+5|4E9iv_8T1)WRtsRlF_|C`aWq>6bNKCXeLWT2Xg8w7tU9i z44sc%EO0M)+B%TO@=2z%pmMt}zwT0dA^m3LRy2Pu%39R^;t=5<$fxtO7p?_3Q;-1s zso|i~madTllw*`g&Qg4gWVg;0YU;f;VHVY=xD3UauS$XjUpCIaAJ}nUb-)40I&`QQ zu)C?-rL{NKB2z_5=5g5;zDTXn-=DzqQ18wybRGkAQr-Tz)NB#l`wv!aX{G7gEYMv| zvhjaakq$KmrO#PMOj9H~v|(MoOERiI3!_C_==eH_WMq0y6cNh7^#_P@{KDWWr|wpH zea`nB8);**Dh>j{K5F;0(Mj|$=;>r{k2U3}JJ$wQ1G)>%Mh-beI|SCpWXq>Axv{lO zb7}9{rs0eB;mpzlGM8<4JYopW4I%b*BmIA7Rg%2hmh(4bjw|~mwtECs59WnhkIKJ- zq0V+TZkN_ET*w}4(P#iZRCI;)QD-cBqbV26A`df2Fv%mM}GJ9-{;RR7FSDCo_l$Fh7oDl8_e+@WA}R3!3eQQnqz;0 zlogbtE6~wqpkHiK>difS*i%=S&nPOd2-HS)ONhgje_%gpI${cv2l0pF*W<}De?*%Y zK7w6wO<+=x3z}*gK*|8al*uo4ummvu?Od~&5i~<=>+I#x(kx_u@<|XR9`K4-2i(6+ z2WT)6VN_Bad>gGEvTDVZIJ-1&FUEh{{FyWi-Q+wKU2zmK)SN#^fj4`3n&K#4Pzc8Q z^T+|7#7E0=2)hP*E;mK#6Nc$6$0W+MI9@*UDpq=p25x|oexPvrM+U=^Wn>#ypfo!O zKPB3?4S!0V6a5=`u4(e#^*)@}@i+F=v)wJKw<@%P=O>?YTOH3Jj<7n__=c&f=TFNw0*N12%pkv2#yAe_Fy1zq2RVQeo^3E-Vxeea0I^L z!IHzv+REi&=pA_7jm1C{p(PvZD$;cp-l*TYc)0qI%;_ z(8_JAK}Z`}@heq|gQa+2=kf-Q+;M(k|f3bV0_rckvh$)S0N6+IqO(QA?4ieG+pY@6@T>OoeJLjTd==4+BQo8 zMchU~Rd|1ag_WJ#L)UzD^l3)ULl!L%4aeb~Iq%crRdLAV$b#X8#GMJcL1gVx7=lwO z`^6d{nv;oV4laLuv#RcIkdEF?6fILZ#kQQsuW^RF$+X{IJIv}SRKFJOHDx(NYbFhv z*V|^imLp?cV)L%37q9dzxl3ElO zNV3rf1^=q!+8j>VG|k*19vcO`^U?w#L>`nK4c`ZuojG!@%!hw+f4!^3tfoU}F|Q16 zFG~W3V`_irlf5e9adI02;*=}92pv_4A?WgW+UN5jyP-pAI@qsj#f=f^x#3*tRXbPd z2OgUnhMRi0f%xTgkDoExfKhI$~30HXGd;2f;(ep+~fQ zGL93Jw@S|@nk5a_P5U>YOx5eZpE8tYb1I7I(Mx|Fv!lp|Ln@XNs0Mn)*N8EeoV)#< zN(yG&!3$0!6xpJ-o&y)NpS_gU{&0%5=%D}k4@M=QwhJpo_qEf&ay7mWvsr@C3~FWO zBq<{+S-Tq;(Ca=>d9jqKW;F*lCD*<}TTSSuo(F(FR# zOW1!uUBDHJVUtCi++W7`U$W^|5bF$r4ILHm6Xqm0z=sAeg*~kk5>Zlf-7njJ%SLXb zT~q=Zm{wvOM%9eo`(9@h`M=}n-LNbbJw1q*KRcnbuCi4TVBQiqGq}NmlEgD`F54b> z?UUCe37pZ9%ZmUs*fAc?mdVuSw+r7ypWAZRDMm@>}8u6o2JWS zsN)HB)#K7o1#o-F5*DUmiQk7UVe{vq^;J?gK*IpPQeU1-7ex-^gC>Gd3{=WzlO+7w z-xD|gr9r*de-~x=&nPV0Ar-ow-VsKR$Ktlipi2zLI!9cFhECCp#T`UbpQrb z^jNSkB0_76&CiN?cF4dF7FDyF2*Fhn>5(Dl#`!8=Ce_hc&zk^u1>(&_;fMiNVNhO# znaK{TINKi}{&K!Zd|gU)fym#+!6Zwy zMTrqOUA0*#z0%fzZDJ)MVGNLO$+HGwg1YG%xki6i`VaO7lzmrx9yOaQZrehj|I(*4 z*&^6aWT1m_>X}M=P|_GPf;Nc3h9)(xb|(h@q&(>N;@{Rb;*cY#Q1^CtR)&)`c&zl< z$p1F_{DlAoivOpCA_chE?+t%D4eOF0b)EfPoA*A2|7=N#AivdiGE`~8gfNm(Vy?*? zbQK~GV;zZ?h->T7xr;K?J^&A5^!^rTdLy1i4&M>hDqOC~33euByBbahD&O(0a*sN1 z%O(yp#W!7C>J5MIzVEl38H+_+ zJ+P?C+DI2C-)}2TzrMg>S)yU9*+M18A9Ei5wKDKN($t0^hqN=IEh8_<4{5f>1cjsa zTL0i%rRb2g$tY%pCN=FzF?Kk8FowI5ZLF!}X{^{6EWg@^wi$J$S$2%{UIRrLf^<&S zuX68gZK+4?NtqGPkF$S&<6pY{+mdyP)@t5159Hwz_XLJI4%7%uQKWQDGw6E6$7kpw z#8b9An@D8Z7u@U4t={1Y*aJb->B&`#RZV{Y#k0~asROnjH}4Xkab;y_@u0FVCTIku zC&L5U6B&02jNh(k={fs58&yZ%b4?Uo5M=B?@MLGr9n|bH?%h&vC zPs(n0DVhk?Vfd(8X@aF{_G*!#Tqt&lZbhdxnJI4d};BsCLt(-@zkZ%G# z4tHhPXUcy2U689VEM;FY59GCYaXI^4yDc>=D6#stK@ z2pSNEY#M)IK+R%anEdvP7bB-w$PLsvt(oTdiD!(Mh=vx8ly$nBAQdPdE>8_yoY3b$ zU~*Zq#vW6dU#Ht%oxu|-9fF# zOaBOJV;gW_L^uSXVpzU)!Iw%Wk>^tanswiM@92NXX+=su>QB&Aq_!Zm?=`suSpy_K zu4_t(KDakZXOVUbUvYcw%8hx+b|eT zA*p`2X)gZWEx8(BhQn)2ZiRQOqm5X-wcV(k>jzg#iPw~g+bW6S(*!HYQmQJe^+rIw zli7cSsOM_cPOCWLdilAyyJg#M&R3B2((KjiuuZ3Sy7Hcy8)~FnMKdZTX9l;@*iCY= zm{Adtq-}n-|GZ{@sQM0qWXxV*9ST`m_5;!kYAE|Kh_H>rW5GO>o3Dne@RlKs$>O#UV|{+Ww5ybOOJ zM5@}P#)AIXsT1Xf=2%Sfz1AL+J&-69kXyjO{Fi))P6z5TNn8P=071)X(k$7j4k@;} z1fQ`o>8Boj*%`G3b1-`IQ9zwqV6y7mhJt*UUkM>wk{U?Q7_+-&{sOVE8Y~WPrU!)V zv);{Noz=6?@15)+1}>PCPbi12yc+feKFbUnq8y2Tnl zY~rKzr?ack+XjP-X4lB-GKx;)`D!7Ci@%(OUW)!EV8}Du$1B7+GTO&(Abx+mt}{`( zHhrFG`!U?CR;x7(yRB6(QoY1{t|K(0y7LC5)LTh8m~#(>w`Ub8Qt^94mC`Z8*c`-> zi@^7M%D3&ssZ03r*5ZTh9SE4Zc%vHZn8SDRV#r&3GiwSL&0;Tl-6a%q+`k>$Q*xNbEiVADU*EZVo2)%O>}AwseFz;h#Wz529HcPnk@P5 zwQs*_Gtw7_v-2P#FtS|jVl8`}|2_Dv&60i;kc!QC*>FFNe~B*VwrHQIqHo`DS;$F> z8hQ8!PZ(6ssZ_5ACc99P16Xt@3{p;~*cQmd9Ox znPtR6C&r7KRsz@9_GdRVT?N`UN2ft{q;=U0*MPl))PAXTUYMo8T&*DUo zTvbEu9jQ64gm}kU$?-d=`7Qt4$H9-DY-0`GKU)YE7?H|1@q)M;Vs?5c-pR{T5bm?*8660RgwQq435;3Uu%J8uCq8c`bly3b)wB`z>E@uz@R9qJ5=`j zHM3X(>Hcb_%_v8MLt3yuDC?hFohE^X&EAqA1OSP=D46}S)GvQnEi!h@8=<>wd=%w% zum;c%Rhq_hGkPwkVwSVm!BxU*FI4oRe?RW74LvKhGhVSRkN2pSGJSD>t-a-8mBMoM z3P3|>#1A8jnSKK4CC}Tme*p#xl}pY|A+00vL$Ik0$=)itF)W=Kb)ywCL>MsO>C`1f z55x^nm&0C^K*xX965xW#yRtip=#SfR`5rNEb6g=Ptc0e!sp!AiD4fciM~&MAq?JgsPCvLqhiofkM0qoxA6LrLaNlnb6O$!KNDURZ=$x z1;p(SI_Xq5pgoVUu@X#I8km)}Y4q_4-c@APTO8tK2O@ugG&L^o`*``a!OyVpZ3=tNY9xu8S&liEWiSqF!KS_h043{Ap*@t=S|fErxQHcVjtwWWny{T%lm^o zvR;q)a%NNUGeQR*)DY;XjT;7ybn=g93OBD%$_8?^FxlX;H^Fs?5hX2#g5lqu&e;%x zN^5^!Nju!8AF*h88&&qS63=hj_k*H2BA=l$F-wRHR4W&^tqPwaV!ln8 zdFFGEh0!g{SI||_H$j43h5VCV_*V=i)>82;!y1}>znaLLGj42}BSy=wIG-0XxiJJh zGK2)bj2QsLY{feliP6lcP3OGBAT{fig+6~X8XQNqjcRLcs=Y|DK+It5{T`tdG0w;- zbqMnfE}6x_u%pOT#j1L66jMjC$AJJOeoQBl75McT?`)A7>M%pH$aj(-hb9GL~{EDC@4 zw#O0%#h?wBg$!zk%g{_0-aGi=O74M6NuxN;eIhPG zk-_f?H&y%NAjMD|7e*uDqgH!6bFhe=0#(zhLha|-t3Hmx#?vZkTc$;w)usMGg(7ar82I94e2qDcnL|QYh`q@GVi5}~7vD=Np zQL(>(x(Xa&E)E+fJK+lltg5U?Fa8Bh`DlXVl-LMCx(pxqEb%peHQ2Va=!G|r_$sXF zhM)BC5=9#H^P(&$N~8Hq7e*A6XEpE)N1YE0f#XC)7#pGbi9p?pkm&0_I6tgmbui zb+yg4yUBssO)Jci2~E2?e=cs-YC6f4HnqVM+h)?s z^ozkJWiJPTlu(ys0I+6~IkRi#(iWj$I}9Na6np%+21Tq(FZuZ~GD{{^Q!u&^4Hwy~ zz;JXQS7Nr+on>dTf%$(6nO}@FFf|MPq!vQgH6Y{Dfybl%YPo%(g9>D~Bvk!uYgy#D znu|y}qM?I{>gwZF=C$h)(m?^nB%k?`O5g#5ee|{~lu50WCZyK;{ru)t*2H>=2g~gL zC)^Ap^G|l)QcVNxlK{wX=0pHN_b5_A2V?BfzhEuy&|idF_N0GEw9Db3;BYF{aCzzE0Q;kQb_qUw zC`=}&{?v+L&kBF3twFF83vKrnh`-`1)t;=GAl$4wz~FF`svF_NcF3i|{4^@7M~pSZ|KA9aiY7e;)Td6u$_8V*?BCzluE zuqx{ooRqR;4-ujs?Kf+uzZ{au^g0TAr2qk~-?34~@kAc+Q2FvA87X^7*rrw?-`A2E4coOICdnJ z;L5#Fy7@t+z5RxX9j9UYBRa`2r_svLpmF{Af#YE{33?<`nO%i5aR7M#OVdKy?fD93 zL4+ZB@YsKJ63mw`*`%yHN15m7dv3Ba^L1p^B|^+_u0yzmx}wuNd9jGP(g; zV-)hOVDGN5N#)6@@&BX{o!< zQQ3b*3rEY56~G`bEm1=ll0HiwdWkoOhUp4nn~qRjYQ5mkAWq!MS~Eyee+A0F@&MjH zH7?6vu*2uno2^>mQ<&4eUD!QkvH=C<&{d4^q$dMOXOB#O^ z32XWYW`%g+TRz+^gMLJ?`(;*w8hbx4t}4+FL#>{^Suq3g1_ybn%~&=Z7fqvSjuUf< z0o}p)zpHJ1&?JhV+|EULe5AfMzxoOgOahN9=9aPi;Kh%gr?9S)1 z=0t68=30*3FVP()J6gO^zyq;nilcw=u{jt~UTQeGtu)9H+JmuL186#-wOkz*Ll@CH zs0rvmw$|4(2-Q2w=~KW~fqW9lr%k!x2#}?4MukRgfWBW}PX9Iq6#@5#gV>|Zm+10( zB)cx0eQ|%}X5}v4VXcL3FloODz(+=+72nQxek8GdJ7d?tIn6>xukB589L^w_Fa9(j>W%_Sw9v5|4;!1 z-#BYm%bdE||KTr`Hy{nWY>u`5Avj+LVT=!V?w6MYYzTFKqmE*KT(@3X5|sTqpau#(p}6 ztB}7H13kdV%x!pFJQi;?uXI!Whkk`Al9ZxwK8DaysFzUzAq2^&KNR`?77T5Y!DdihjeGi5DyAn}M(8$b(@Kn>Z=O)}(C4suX|rDgord^=NM^ z8;p>)`cM|QP-Yb_>V&iOXrJzHY5Lnb_&v}G{kbBBU@znQwo0djY?LdW%7~Z2I3H|2 zmz2SReW#?Rq9p`bB?=Dp%W~_U&C}LwMOTBea8Rz2c|gp)9WECk+)pH!^Z=GzzI~Om zbPa;=Oa=i*Ox{*}v%P;IogO5syG}WK7)k2{2D48Slt0eGIw9!aQi z^(gBaCPphGvA#N!oZ8Pkv|I^pN?wcWMntHO6|_;^kT7(LqAY(gLJz-GStZDK@9o$e z25y>Td^-8ll*W!bX(idFdf{HG*mzJez-`jSz=`7(*y zRY+AXZ*3s1NOb;>(mY{0xBIW^iqF5# z@~x{=#g>n49XbI=dZ`PSvZ{f2Sz`GrU!mNo_dIbH#@0T#@-B(a>xM|Rn#Ax;vDeTE zxP2UJc<}{d>chnlnlPk2f8`P7{`>F9sPOn`{E$qg42<>StdV5Z!p z1)d25<{R}g3;N0yyt5>+$sN{JN^A>lqvF+!!Zp5XmaOBvV%^Z8-;^ zace+eMy1R%4UK?C5c7#fbA~U^95d0k7Lo+w8K+ z3eSIZqF%)ne3I5wV9S9i%eZmVo=F9u-J7g}UnU(!B>qpZEm~L47R1~f5nU26gbsG$ zwodm&>EV-R9m}R9!we}~oN2s&!KjiZl9pFIzp3tWtfB6O@zcNxhxdwB_%QN*l#@6d z&@$=R;L9dXz|oiBNR>EY(xvOddWVKV2qJ&$#G%@;E{d1IsFX_DGI6W_{$z&K(0vi7 zYs$_?-OThy{0o#cy-7dNTggTuvj^AJmnLeHWA^#nZB6cJf}U93p1oq)&f$;`80~}Z z!4L(v?`SHXgD1l9>tC}U@K@V8uV@YIxrNg}pSos-qjD(LUJhVJ9z%raTb3H5Ct!M4cV9@~ zTnIOBG-gnzV2$imn)~>T`Nu6GNgZ5j@{1o}dj}&*lb_N3CvO!))-1sNul}{3n<0Hl zR2gz{ok~8(_P0_)r_4And&tw< zlE_?#2iD7TE-(_~65}g*wq>7|uaWQP3L@9V6)gtEa z4`8J`1pfCjCBr{#l45Am!k$0(EK)$_CC`WfK}9C>0-(ddcu}vULV%djysm#5h%tWX z>26=Ch}d%{PK@MAsboH4qfqsAK-;%`Y`$c|!i9_0L~R!pNZ4(E8pJn)%!eb0ZYF7b zFsr+Mm#w8%^GVuAtDR#u43x6Y)Cnbx`f9l~x|Egr;s@urvsayrkNHmI6WH35>mkc6 zfsRtI8HBo3ZctFU9I@Es8OXoat#s7ON}DHdyFv;jP&1d`;l$)fjdtk$&d?SV(qX8GV=&JG zjo+nT|80tQupMoZ^9FDtGpYA_n6)l)JiDPjp0yS8lk^%Nr-(KU`IvtK=r~}vYg<6m zS)i#PxQv%D09(Ys>nB-sSLbX>%y#2F*XUx??25n$&E=g>pr)8aF2|?35;11ewL~3h zW&Wnl(Qb4$#`cLN+T&775ERmAnVYP6*gE}dmkyZQrdgRRKX;~B@T<*ChWQ1@05g>+OGp`7LFd>7V9II zL2&~V0XUa%z5x^~HZe2`FHB`_XLM*XATc&MFf$4-Ol59obZ9dmFbXeBWo~D5Xdp2+ zH#0SpLFy-ethQrxrCqco993Mgd1BkPZ96BnZQFLmR>iih3Mx*;Hotn`+qZ9z+x@G* z{&B{5_QG6qt-1Cdhm1&3g-*!S-WVuuZ|6eCM9;_#P*c`WG_tWVGPSgqr4zQdF$MfJ zv%!*)i8uj`TrBPFM2%d4+yD)rDL@ox0$^qaFmZ8zalw)SMC=_roh;2QTmY1RF{o&0 zX#dOdPYA%+^FKX*Go3BX?EvI|Kiq&e_71i{JD0x@|JR8sKp?=y0thg(v;hJ{6cn|j z0p?Cdb}oNs;9?K3v@@}BHT{Rc zU%Q$8zl0o|?EgmC{`LI@Q?z$>aW-+XbZ`Out*R(0{vSMDER0dWce=*S7%E*^Z#N% z3vdFO8#$TU0G*xx!u-YlXFC7YC*XhS-pIkh#`E87`+uYUCkIOxXP}K4JuDOR-a ze`}jt+QBmXvno<{X7&Ik#{aOJx;p%)&kgAG?|>-(*%_+8B#cb$?QA>&ra&`T26=mb zm%k+el>c`s)BnE{`Tv2$|4#(|eKab4+7Hni|Y2*2S3jgns8o>YH_0)95Ff+3GJEec^YIdeTCmTyU;9oU={~aWNj){@+zxh-xEKRKK{uw*lf4G2lrvIJ# zUxEH5&LF2QqoS@&^S{5S|Hdi)Ro+F_)8Q|*|Ivw@z3Klv{DUGaZ0`Z^rek7b2GFrE zGX1@9fBA5+u=)NUD*g+^^j~K=BNr!24}i|!w*O}S)BOMV{nttFzrl#vnb@0u{ugRrTK+|F`M?Jpa4sK%fWE1oqd8y$MflI%8wHanyG;qH`@vVQ41B>qe%ixc$K6IB3- zTTuWS>7xUJpGkUSJbD*WGYCrkkJB^qTE(Z~X_jGMm(ToEd zq<}|j=^#ABDK6XX8${T0328~QH1jDFjPX9vPSbN*(7YS)fdR0Ky<&T^65{s;nW&fB z9z&MDtAj?_XaO|10jhw1cj11j&#p-DgSf8>dgri!s%hDNH5b^>pBrFMRRMzyq*SuU zr3c?V1&00(#G)qD zNVKp(OM?;eGXxrcKWn@oF)Y*xdanaf;(a83dz64s<@|?64PW8gb4H7Gcd3b8?DTJ3 zMu>6_IDsw5Y>ZdKr|p;(f6!-)`6P|cygQ{#T9SN|lbl)UGm ze9SoZP?0F$U-!9iN|1V;@d)A8(Lq%B0Sp{p=jV*p$8dRnyO`PKL|jG<)ur2YpR=a4 z`9;qqKD9^gAE?4!!YJMC6iFf)nY1(TRikgr%#W*h3?XKJ2USQ?10^DuE_sS?ULaUx zgc^Z@XIsxiM%V2psJtRbD>}F-t~soTS8PI!^7i;p>n8yVwQKf$t-qkNlMdEeRL-?6 z5dtl`R1-UY=X8ge#x~O1W#BtDJrZH2g{~e zJ`yevNe`xZV?YKeNvA(wUjoKw-$GWMGd`!7T?St#cymgnD3t#_vE+2|DyvU&0~yg> z=K|FE!zk41%YZvjut|t`QIr@XUz@Qe?7%E!J?W@_^G|J|TbI**pt|*nLVKyK_ZsrOUTc;8} z+Q>tH;pd15hq_eut9!VmMrS;?yKl6Z!IMhmpK)2>eUCu5N@DY$NC{~!F*d}7VCO-c zuWZ5}#MwU_wR0xk@BRQ?rKSx_-99pAr*vGOJxBeebs_C0dqCbo>0y&DY#pWyODfEM zFOz#9+(ovr`wjDlS#KeiPf}>ao=~@Ve_)e;Ofh*H_341J`(IZY?QYMc>QYAWO{+xT zC0?Xg*p|?xPjZ;yc)TQ#AelwPILLyMBINmum~A(1=K7~|O_(#yTiC$*le|2jF*zk^ zKL|bm2fzpryDZJr%u4r6Pe*cRNY%GL64UAhO(y|buOFaE*;AWOsV^hPHa>zTXr+38 zVBv8g%`*yQ$xu1h7~l=U4`;Z;-b?EU&jgIGrq#)hP`srOS-I1a##h)ul`9fVZ_@li zLtNRs%tEilIG?Rcs>K2JS<^4AjA&SKP^5zv4MXgfUFss#2DhjF{sR zmdnT$70sdOKn@2VqWMoB)%T537vXK$VHlBxsG9_ z6gto#)gK^W2)eMmXA#+s*3IDQdYQq@v8=%cO-T~eI8^>dAa|P>GDXNd%9!-PXk_-W z?w!8p-jLU`?&A!;31R%{IR9Jo-JbZz@KWYR{;_b!h}Z^Yj13PjPP6sJ zb5ISf>JD?j0XT`i1=|HNL0#Z~6)V2-1DhzOlF0;fz6)@E&o*v&m`1Nzxc`k>9yAoT-w|?6tw4;Mx z)CPkLI@O7^&V)Gb8(;A!*r>?lvD2z(NZ`ogsA;dRjLYuPEpb2plqTnhoIfKBoBuR^ z%3~`I3awTtg!HZv+rKA&&8l9j4V)Rn1_!h)uW3wnWl0H!2CSC!jzvxvpORc0*#sv* z5ENYH0AsVk(jsIkIu+KeTc75Q?D$Bu;lGI33@s7P)~Tr_hSjVi^AS&5fy$QAnHn*vm(;{irDb})frov;w)=X}V0KWrt@fBr!3_tW>SuJlX2(;SIT)Ccc)n~IR zXrBqw@7k|veFI#7F<7M_>ba>@FAwLn9jFbEfV&k~FA*PdZZ?0w!W&JmG}%;1hh|LW zyIi}gLZ2pt$0%yL@6_13i9@;DvZx@Xve{ed_-y1oJARIz&bzr*g58%JlvdomAV)Cz zN&P(7Wf%{9;Sk)&mi!a^OUqelW-L_YwV9B$kG0HJIh?3}p({1ox1OW_`G{cv+r|fJ zy_XJ2IwH7Jww)4yR3tuW9EfFxF7GxYhlEk{TN*I+r# zN3-nbWh@OzKu9p;4K;<{4#r&U{bez{8#|XaZ=YO*{V^PZs8?cdEi02lPm`~M#}4^+ zC}Bp2}l(&Pe? z@&lnR2=&2Ppmsdz0WOHj$_*f+0*1RXaHj!D8NTL=0*lp=;p`v!~{r9@S-+LDux) zvG*Z+$)l=~PjBlvdE5$oR<_Qy!qU}pQgX&)MKWUVPx zl}=xOTz0&T#UB#!ljuug?UM`|qFOsb)ubM8Ui^c`#*#xn4-S`tMyV5v>hpKWkhRCK zP{TJ-Jt(va7@VGj;qXsl?(_2EmGB*Vl7hKYDA8?)kdrrFu8S49U!CP|m*Xqjl~-#= z7rYHZ!F*7y6orS&5+yo2)&`kY=^h+ZBaZKX+U5+pv2HG|>bkJ=l+fDy_{Je%$Gu7= zNo3!8cHja()Eq}&Lp5$7A*&BfoA7th`ND=#H@tkaRV@oRRgOzd_puo10~!yl0w{a8 zh6QriFg>_Xl^FIcsiJ?NNPVw2_>exMQ??!F;hNTvomgV%vhd9@)T{lL(F zrO^dS<%8u?7ZFxRc|nM1|F%OQ>1xrX&U;LShNtCL)q0?NAo1G+7=+4*A$!jbkO~7* zlS=({rrNZgOM?&a9?e+|X}KW$=Q>^!7dZ3r=y}K)uSUoXp;T^2s_q0xc;^Q9t>>8GQI93t=y&ufvykW#;nVW@CiL zA#*@RCeX0fVdqC)G`lkhhB2BXjX~QOSp7Y@= z-EFYHI?s9>oP5=opAYCE(lXRJ|Lpa!F0)1@;q#|RxYgz!@Qt-jHWjAtZj?#R=Hay~ zoQ4&`3tOvxozP?i3LR8`aTl{V?Q!BH-7ppwOD2&)4Jo_}oj#1Ns#RexoQ&3z(1QG9C1x{e4UN{<14`^KtR*H#`^S~|%a8<$TBwSSJw~w&^ zc|eB0hfTo>EnV_(#Qv-i?JXV_U}niO(xcA{k8fjkyER1N&ruE6Are3Fe_o89-G|5K zgE_?1l1jQsicY`gNlR{kaGd$(GZ>iCP30FJ!WxLTT9+|~?+`+%ib$b$tBP5!z$J(@ zAqG!?GFCONWWpj5_WBj^EB;C=yp1_=8LLLo9b{6zM#aWOa7bmcW9pCH9j+bfe7&Wg zRxRx;J@wB(TYs~1iO=h!z4FI%zBL*VNT7u6z zN~2IBzrY#jF_CRKUTt8%Vl#wp|6VrIx0vesCYzkQgL36TR*YI!NME@aH@* zOOs$Y=#!qgk7xdsWpQh_`3SWsj7WPbyhz<0UvKXFPDpSirXDa=DpKG=>B8z0H4H%d zf_OxxcoVkpr<~erYHoMakL6q}&yXQgSP@Pr=#pF$4rl8ke=NBIqsJ;9+R1q3wvYms zp&?Nu^b^P-A?hk-YrTln-@ES8z_VP5pn4v6Y=g0wTZfo33?XrgmBQ4dh_7DrZA3TC zS3~%?KN-W!X(m~@)bQ)`YtnxNCO~jS% zzp-r8hz3zNSu;J_c=YB>hB5=y)X-WGbl-;20_2fK8xi2j_Yig1PmxD5HL|N$g^Q0} z)i5%e^nlmVI=5!LT?8Vnb*SN-qemwGJ97EUeRF@Xe~VFuz8mt`62+$rRm^qKbQ%s? z4q*w{ZuV0+j?C>!qv0t35?3Z^y2v9hS@vIM7#Y_$HJ!5L*n zM}Qmue^DJ_=L_HH2Nw$S9jXUJj@YY)Ou}r%i2e z^FUDx`;t=4{5cqi+%_VYdW&*ziEA#<@y$p%Vsk{LvH4UCm*;ma-W)V@2M+#FICBBi_nq2KZpKu#qrkWLQNi(O zt<}nvOM6A^Nb?2q&Y~`FMDv@vIs$ymf96_}K79y{y-|)u1$h-K82T9xE)JvKvS^|Q zlFNoFhka7|i@dQ8C0f1et5@%p9km+kZ<281~sG^R{iE@hRt1;EQ5@{wqm^?jTdSid)}Ed-wL=g=EfsbBp` z{JzR|Q?qQ`w=_&vNKnH8aa3-F-nU2Mov0#0yD~z|^8kMNnjhN6XRs9b2pZmkw>yo| z+R|lXpX)TZJ?JjNJkk?&)0IzSe?DROn84?_KuUfK@)kk5=gULrY-)BD9zClN$ZFJ_ z%%l-FYkh4yK-K_nY(A%OP~*T1>`*^5H=iD$@_AdxLVdW?3M9sT)HX!9>*>hVB;Lnl zaD8i(6lG?DOuNQ7zt>3YtEVF+>CuXjVD^%#Y%|fd+G5eCx=F?Xk#C85M;8nEnkB((!Gy#>&iVj({wq?%hs;SF4quR;xq-VjFm55scgES~f z{4v#e;;r~joF)$JBEK?Ia}rpWsqZKA-?Py+IFQPQnT|&>`|+?aSo@f(wil1bR)6j1 zA*k1>{z*7-msOQ=U!{POfAO_NVa8G$L9GfGVAUv`jx}|>evbBzdVcrtl_=%6K+dd1 ze4hem$yUA(w&J*L+*wiwD5|VXUoxXC4fP2WjnzR!-CVY{NWVi5^m$%AObe6aTP8&% zlf4C9!WmDdu34{xc2AQt<+W2qw(K>fnF(1K{Z1G-5|L9Qz28v!rL3SB?R*d#fc zkr_$WpTVeV*4c;@HiZw+FtWH(EY(KFJ`)8*kbqnCBVE~~eTD>@?FcR7nROROk7nZr zllZP&3`LGThW_T#^YAAqp(b%<gZN_EDb$bo4dUB7295<5-vc%NfX@8CF;<15W=fu@x`q_@Os9J&;4NYQ9&z8rBGN7L|yC`!Li67ZAK~ zg6O#UV;`Ep4=zoIhMA#UG3slGpsj`D(MVeU*re|)PJp$6Ec2D^cJNa>EGO-~3@ori zU0K8!6=7U_4U`i~89rJ8aU_oobRQ}kX4Tu%pfcwKe-RjRJ7@K{zx$^w`*pr*Ck#-j zC9x3206Q>DNEX@Q5LHP_=X~)yzyQa$T-WHuA=x9~8;A8D{5xI@D4L!t*zabiRFui? zTN{Pg1mYC|pY?&72s}vR8rv8_NH)nv1tvm~1Ty;xD#Go8@h9x7DwB>GU@UgOdP?Ab zRyz#3f5aj!KGbPk!*Q4rZr?0a%p|xMubDZaTCA&@a*RNJuZwxzGR3csB)oq(de4`I z?Cw{0dRCp+buRF*#NnR;T@%k&k`6DN6XX%Pao(TyitJABh4Vr9w8UYA={4-R@bbRi zVKWILwn=JN@qHe;a}G|Rk;eeGUIu{bru8)}e<4%6+82td^b$W9=o@`2eL6IV%c(*z z4|Qo7DiWL|>x7s817GD+fYICq$-Umfk9h1ydXJE!7DNln@^M2Rcusl6`!aQxe7Al1 zWGBk&E~kV!e4sZeT>fbn>&h2}`E|WzfEG>@q0!1`o3r%6#EKiHu@rne0w1Krb6k`H ze<1>%43!4m3qPVR@UvdRLPrdJFqTKx%`XOJ;NIS0!#&QBd7qTkt<6PT*s{8$H{dR? ziL`1f2r-ktwW`qHE0{A?n~TTxv4T{*pBHqjZxiB*5NEqb6?N>ixS61g2lm&<5HkJ5 z{$N{O`;fK&PCyc)brdhNZ8J2xje<8-e=YGD{@d|P4cp0wcNO+o>(9zZ3$x);8X`04 zt2%e>V9_YzpzlSvXb>f8XyV{l^%>4fE5oXGZG^S^AjxAwS4D0iZeOj6($Z+2%5eywgqAg3^$LIE`SZsI3kR{>!`nJ?_|kdfA8nb zAjem`^(3STn$h>*LJG9Max>6-AK6(xY0c-pd2Pf0<-Ns>ckoM45y<3zK;Uyvuzj?_ zWFh5m^&^(3DA^HP>j$6bHLw5PJhb+SW~JQ-%eyuXyXPaGXr^2uFs;zx6X8fZNl84% z(cRUJMJ>AUhM9EKT#0Km)d&ejf8|O-Phs7dqiW)~ZvRHf+WHB3wNuZ#tf$6JBZu0f z9Pg_GaMWnop-IY- ze`ef}PYHc0^$bg?t0yWCsmp$G1W;Xcx_gnbcbVbMAGcj6MAS%hk1qO#f9^njB#G&T z_lwVAO(f}z!o0PKpul1{rIg9}>BjtS&-5h9p4`n1CCzY=X@4E8sJpd1}jT`f8j=rFUs zyQZ&(m(|v4c~jC(x*;2)ygb-xu5lwfX|PY5{I?K6pW75GJB>yqe~w}p7P;@`zP{aQ zI2S`_Bx+5KTRY+B_^~DE+m7q;0F{$uC{Rt#xscQ%-0{jDzljnD+&IzGxbOJAnw=4@ zwZUS^sM!;58 zem55rO>GNT!XRM{e<^?YJ1mYfKFUglDOc}=7lrM}G*3p%PI0;vWzq`*T>JTHB}-M? z@mBc}5@O@zX=usO*5EYopuVf{n>1r-VB0V_skQKIkMK`@=iVtRN8H@49eJGrsf7o3Hq<-A84SNX+O=mtc4iV)D|QPlt)`WyN-re=ITk{*~?pkXEFUv<{Bx zep{Xcn7;L@kKu@%IuKzXRP%~m)oHtBv3QlSYPF0c6%*oX=o(y)*XF~P#UAsuE!?r)nOe+Ou;Jq6DnFz4rmA+&lXI@B z&i4C6ckER07vc3Z#3Vf(2e^r9_8i}2nF31!CDS?Se|JF5K!n~Ag(;u>-zOH)0$~Pi z(dTPLjR-Td3t|lA%T@FE9k^GY=h1=+wkzh7%=nIUVHZiAZ4@tKIAmYNhpVIk=Er3* zSC7#46=CxEXpC`X$ip%|f5PC6KD~1iawEYs&B!+M=Z4fMqM~HpT2w^G>^oUGeL`iO-!*?EC%g6;I0F13 zSjV+;ztNIoLKdxv3Szi8eS_EG_?9+}Rb~6*L4+#5Yf4)HLCWYrfZv5}3%_+^(|xMp zPvn{A%yvS-(AL)lz;`_`Fy)H6VGm`Mec1Koe})D#n3k#$Y>(AHL1~q^b&82^OHW$Y12MXZAx^_416IK ze?kfty#VIbDf{irQwKhM1p1}87)8`RG!rd@R^I7YnQ{O# z^-kW26*FOURmGG~PA4aJ3K%f@g2w34f9)i9QI_HHQkyNg7sIYIQ4-nyHd42-RSZo( zt;ArAe?O+K zT~}6APsyd1JjSERF8Fn$l;=>FMK;qL^SyS@&rxi_agY*Rn@ANhHnM=%OkJH84)XCc zP|l!g@$m?DGxGZLF4kHxOde_rt_6C99b-PM{^cSu-*7<)uD(mx5(-^qD31KvmP`l&ew}8$zkfr)L~7JVf7;^$<~JuS zg0}|pd^RGw^kyGgD>dtlWUXFVJ&MgqOmmk!djkO=L(b9NB^21Q`ze&VWd*#q!IUYd zp+UqLD?R-ScI@7-Qw$wGnR2U}y+YKaRzmHTaq!bOB6>;mKi}^KDV)U)1J-bPd3ghd z%*9S2_%F7Fes?vz$1Ctqe}C$C|3iR7vV{YQX!n(J0gzv2*_PFy3m%S}3&G7cs~kXnQ< zbKbyD_a*$kH2t)DzKt^w{G|tizCmRypcZe1qn5bt#*ow%*-f(BWVya0Ny|Oad!a!t z@M<|df>{pj%kC`dqV4r@u?BAuT< zb+vU6zj8DD+TF9|VgK|MAen(?5oSVB7nKi)dCcDyLmGSu}!UPg-QIgqNCU6_Py**xTF zckmV&T|TodE|I;)kyHR0ayvU}Ez;5GIa8*g4AsGAx|r&Ax*nKa1w&tMH_(IKWU>Tn zyfM|KQehm-t0kz;^Z0Z$atiuBI%0i(2dc9C*WOrje+Xsb6t&ZDgsf!lf-$%toQGq= zJpY#7RMtEm_mKA%tY$*iiM>UM!V|Wzv(%5p`3*;nMqK}Z4y4ZWC%O~2wLFcsUY={o z6T3L3Ww8@VhtQ%bM-Lv1;_WhT0+*^M?aGQ*7pZL0--^ojIB~-ue4l;J)S&#UDn?)9 z-aLcue^RR#_f089_^NSjdGr>5$nPEN190m8FnYp22~y``t;PF&o4fy0)=Imv92>p1IqX24 zf1_f$Xo?~Lq&PTy3$uh829i)CVzScwkAL{?$jpIVa%y(@guEGBfgeL#Y-pCum7DID ztd;m3Ih&Eb`FudZHecXz!y38+FGcOl=2u)u!~EO@EMeQIL!sU3`B5JQvXgNM4}rz7 zo9sZr!TJRMbY?%2%V*=kL~+0tw#%gce?#Ay8}$*)Yjw7~#oSqhWCLx{i{>w*Xre4lB68RujEJ8E_-ok>LzgP@0qy5;wc3p9h@mcT{mxazN1%-^v!mx@eIX!Q`ZaU)bIv(yw@#fll2%i!V=rKbni8f5o%S zH`*z55C_BjG*o%MZ~aZBj7hzz5Q7M&G53-Asft zFL+4I^|7tH68lh837w#}M>;SPe}fY`ADFo_h}uiQXxbl3NiL5aK8g-7PVY-cHJ#E4 z2Em1jG=L*^tc(GfIi=I$bP3HeB2gZAm>hj|i(sPd!y+*%w}CZ)z2DA?7>oVxfyS3& z^Rp|p@t}ZTnuwe=%;-?;=Nc+Q>v5dn@hR<*KO@=MvX=|>i!Zb_?R8Z&oJ9O?M6QN4&fz7=m!KBT# zVt!T!1moFTa8$_JL7ju#{F2PkN)Iv=p=JwtWU;{RrvXwH6PW<{f6yVLz?Dj2tCGp2 zih&>P1~S7$b5VvBJeG)#<;vxZ0qX8A^PSpE>}M`X-X7l0ocvVPUlu|oh(qJB&ziLR zzX%1ZHNi$3I!=%AUD}WnH_Y+oco`pomoqeF>jKoK^CT{xiz~!e zsnPX9#2U{$@Re?cE7$LtBLm~u*^$^$7>R@`B?MFJ$++G|E%x+C=O~SPSdPb07VAs7y_)6 z_;5Z6)20(Go8M1-$m^e%aRZoscE}PaRh`MV*H)$?`R?h69kwvjV+K*>5@_t#vjoq_ z8PdGuhGsIHE+`Z}a4>y*c18tMEpn7!)M^n7kA2w?@aj^|%i)o>Z_(M}m)++p2Ht$a zqq@%ae+}b#C7&QS&N*6BB<_S9PzWgkZ|u(i&)z(z@hUB1a@T96hZURQ?MQd#ubShl?F$=-G4_wIVb+tyd{CsDsr*>SV{Ce6O>|E@*2U9XpJU(6+zW5bjme6r zvImY7Y8aFjh@v9$i`1~+(hR>td$LR&f1Y)J&|5U0HwfXg9(_5Zd=ow;vmgM~^2rLY z2#R4CXM@nLGQ&U*gnhd30Velsm_F*7tfbV_GQfqX;OjUzmBC)TJFi;$FX?kRdHNU> z6`W1^g=?E)q*Q)&e56WjxBSu2ue3oSFH(~zpYc*RzA%=PbjkK$^QLz(FHwGie>gjR zd8xB9&7FHXoI^qyTBaT+VC=I)IzzA-IFg>&K!0Fu?46 zH%qmFPP74`0sB=?mW~7Z+Vs^ZZ?$hNX{R$NvL(RRua!j;dH3LhyvPz3*q4eZULbcr zMCZC%$W%#Kd(@YOdiX^QW@Aq-f)bsm_TnCnH)1X{)2}Kl^T!zHNDtItk>O`4pOMyk*VVqG zwGINB?>gU|buPeW|B(8k&TK|VBH8&FnSO#Dh+{*IUHMMG@B2n~5oc`oj7AUILk_}N z8-7ZZpuo9LOua%);R4uEe{)hBJFZbAfbYH-U!)2`k`n>mSlS;voYm?20Ig32a&V~^ zKH`F;piNte&m>Kqez5h8CuLE1ra5izULKV{hc_ETfy9He{tXf5FN&LM6qPdBq8) z{M2Xg2+97q%0K0yYTgeBy&inyS%lRMa#IW1ziF+Gz z6o4yE(b21Y3Qn;g2wv$BV-g}K#O|GfB0T`vl6^+20_eNQti&LY+FIo$IFP)hoJ_>m)Be=`@Z*>`&!0ukfQh}f9S`B2;~@e5Y(0nl80 zhNa>`>zit$im^&o$asqYu7o*5QtElsue977d)qRBDFy9tidXbUbVggB1g ze{Kv()@W2g)bmoDSaMwMsYk6nogXw3Fv9m-iqZ?5v%3Is7YBmL(IaHsBvju1)t3-+ zKWB!8?+)UJ4L zmS-}NavH{tH!wc>k%Qmz4Um6I;xT~ex6oTDX*HzL?W>10#T$^u3g{;w_Z|+azK==;De?9oN z6Gn3ro-(+BG33x+IRbQuDa+0s9e8&K4gruwG$=4)ef#1tJbHSA6RAAS=vovC@}BTi zccW2fX+7aaysHKslDqX}d!1#p;?R6c6jVT^R{~Ic2ZuMmxh0hyKhCP*mS6V73N8FD z7}Xs~L3P^~s(X>h1(rQ&b<^!Pe=4J8zt$$}0^p{nVMmaGP-}U=j4a2JICjAroK}ZZ z6cHq~>!P9y7M~=yte}(UVkJr!u6cac=DhUHC=#Od=F|r{>{H9M`^nCf;#q^&k7q~w z1-j{g2~3ejfW)d zkdp<3s4ghyg|ZokOH6&V$=lmeyPG?mTpwkI<%5|tAr;#A-9?uIIZW?oFHA7k=dPh( zs%I-|N3I#qK+V0eN?Q*oeE=b~Ic7^C>M|r`&u_~DPME;&2w?x=U3R&`g=%XhJ5+-nkElqGeHIC77126Hdj0C82@D z2v^oC(F?5e66ATaWr-{T$Vg*Aw_Dr=D*+rhm2N2|3Sp?8>mIaqYI$9?ruol{#vfp` zNyi(o=(kIQjTUyMfAYCx@PFvwYkoou#`@8WiE4BgWTwpN$hxk!3)>52Wq~b@h(7RG zz^;6b6xzDgqzI-I*3wS&E#C1`IiIdI zHGasBPhZP%e{lol3k!`&o*z^F)`B-H0ut}$xkB1a?Iz5J7B3pXRqy!9a|JZbSD{5v z=Oev=Oysi>sQiOQ5b;(@#{cKlStob8;1`5r1*k}i(c6;>Q8NW+1wI9QA>;h!XCw?u z{%$j`#2}7xcfInWU6ekfFAQW;+BGuqbAA6@o)_?&e{)MQoZ)cyI{6~H+nOda1Cn8G zq5YId7KadyxYgr`BhRj`YPRIBiEYXJJ<1Dna11s=a5 z+8S_@*mm{#09()7xpdQt5t7S#%0nW0(!!x8v1bDE6a53>sEu&eoH9Y>l~WAv8RoYD z0gechY<%V9XX=R-Dy9|h4U3g0gN~nQUk5?je=%ADxmiq#RSdgSx`biyHXmnw<7C8e zJM`J+YL|yqM)3M}8Z2%HF{DuHF?YjjTuKLkLDL-f$=X@U7%SOPl9nY+4|UO4 zY$v4Jd06!92cu!m2U*|9>w&N_(l6lNmOE~G7p~pn;(G?w@_UXA0~dTdWEjN$t$63Z zf6-tWOohwEN=HW5Fuqqiy0O%*NSt%nKg!*Ja-QUfk@iFS3qND`)%R^W*fpD7f0m00UwI?0bi+<^N-c4a}%+)#O_Br#IKxFwKTCpAV#btJU&tQAY#AxZlh+!DIJL zMe?bGo&2WL^E`e7(8QMd(a+1seNMc&icV>vQoagJN@omRVB*-=elX1FTf6m%=G=`w} z^<$>;+Z&_7BzIWvp?^~yYQ@#txg!TsjGKoO37|Hb-I0^s&f0qg3)7DIrThdNI+hXi zp{DCSw1r0NAV8xNG8l0&XljkfukpP4XJW``qxCGtZJ6&tdN(IdIH~dp*07y*%DJmZ z^6w18YEk}vq^>&cWY)8xe-^>5J)NNUW#i^iP^r@szwSy9l287aR%fSF5bz56<6+AZ z3QjAm>uHB9-PA9ORTCa33&Ab40Ma+2gn$N0EAO+v)ZflGjf2QuUWVH5Bw#B@k zo1;H1Qe-ZUR8Z9<91uai zTa1uk-L5rl4b?u}ao<>PdYy0IwT_)n2({Kz1hPz7;Y-$~4UkkL0}*jFU^r^(EDU}R zR-MYCkY-q<;`B z+>Sah$Z}0@GFU1YpkN=y%_xqdqz#+!QMq$BR>WpWfNFSRtqmCt3d-tiiw)jo=m`a{ zZ{0H}y$yBbPR}R)qR<7k`riq){qU*FQowGZE##UlLbEc4XI{96XbHU<{gn%UQ?lpp z?NIr<=@7HK)76DI54Vam1zl8PNHtq4>wr))YH z->)?ZxkXGV-`XI;*KNlu19SelI;ZfpRYj(FW{I+{eBvAO9u>lDD z2SV@k0?re5nN6i7W^)!^R{joEhMK$FHba1NL_S1d5rwmZcmtFT9DM4ycHNx2FQyWl z{bX(|5bVc5#)+P86x2kRhIg^~f<)g;COQpGN34;Qd6={MI+wW>d@6c>odw-Wj{xc? z0|qAue`%bFH0{b+n#|&Ch9!6DD0GC719_i{A<;Vbezv2WI6#n2fb6 zfLFROu|5~Z=-0E1{KHp{5C48{bulP&WLKjNOFi8-$KiIdKpxf^bS{_cmtFB^OeI9} zjD*R|N1Kl_C%ecuD4wv7Dv%avUsFu*^fRk3e~@o+)q&osu^6oc%>{^M3W8ueDScrz z&sS+MDnCFw!pu>1(0eUoViBS$>OFGHNwXxI^aOC`lC`iJ;g)Y#%8Qsn`egpsk6Ju ze^l=#+oTu^{=Z{UhdDOYaD7-7r}m*PcGNiZ_V{u@QY(7>92Axr@+nLJ=hpd7&*pc+p)(dy0tTKxQWxrje7TJu=FSzx+H|Mf@iK!!}lDG1NL@Wth0pX zk7i{ges(#Gsr(H2D=Kt4oC-4^=&;)pWQ-eq!{B{xn(;a%(N4@?2rR-(Q7Uu7YCAq+;9b*tT6sDz&*O`Z+_HT&%JSNTzlV7)mlYHq@YYEXku#w6tlH)qGO_G$KIjNJcI^Vic6WM%^(|NGzqw6e9c2HH6Nh4{aAR0aY8PUb*>DaZ;4 z5SCZal#~+(P>Rc`0>ptfKnFuBfP%A;704JM12P8MI0C5vrnU|MtN%CvjBRa9K>w8H zNdFg0(0>tN2ynCm8iW420o{y&cK@ho0d_zKYmlSk-)8{G5n$$EXyf#^2TryCkd3jG zv&laR{FR&9{+p1UgY91n>%Y3cU<$U5PL9S7AUh|(->3>AV*in+lewYOKd~J_f7Jk6 z)4!G`w#Lr?l=QFeFU()9lOf2)5#R)LbNVNi5q}V10&=voGIakN`!ATC1L)s0oE9D!D*^axDM ze`6Xu{f%t~vO!?@XH+C@Ol<*7jQ=4wakl$UoeR+6-v&|sGc#0wlQ1-~wXt#sm;g-? z7=Pq!o&JUdQ2yVsO#lCm8`Yk#sWr+X_J&v%hpO(lh>t5acKZ zas!$ufSioY0j7plfBW>WT-C+|=wJo10e}AG^WRni=$IH8|C>(59As>1^H1a1{zC<{ zG5PPg|E1{P%o)VRrDTM(X#V#*^Lo3|JT9YaNzAsqOd+>J5yo&fm4B71g=5-T zl=#!-Yfv$|3OkzZ*^U>pia zRxNB)E>QVh)*qUtWqso6uEH8Bv?NbW0ZnirUoQz(kB^z2VB`p(Sbw1h**!-DABjU@ zhM@fJV+wBLc>ByVUr;z>@0Zh;sq$*u(Nd>V(0UK6+_0>g4bLm-M4kK}kyMD|KG|+o z8}yhw_(sQ@AAt1L`vyrUzejdY48~iM4^U{o*6em$1xU6ceLUD**`@7ISCS|mIjEyW zOMTZ0gcpw@N>3lyWMW~{>>ZLp5L!*nU9IY9gs+R=dzO1i?Hqv))?g|i?QH6TqIZ+{BL>z_{LlrF3WeIGVj zy|g&<-1qHc1j_96s#-ZqDbT|2fyP!$2e&EKO3kxJIC9bv>ncgvcemRkxJ|>=J9yVn z*pcbTsO)sMr;d(+9~StdR~v>YTROx!ud$z8L>Xq`L&yT+VKUY)y^f3>(E3uMHeT`M zq{=y*E*0_Ea8psKUyWXItV%>3twzcLk zbQs;>Z3+XwKQd6i7hb(PrZo9W=XuPbo^E0uOu+Z5hQF90;-UE#=VHAE_}W_OSr&&v z=YRrsV?>Qw8pfup2q+c=>s_`7FfKIhf!^&k%lKe6F@GrvoAZL0h-@>uWiT4LhUJ%Z zlZQ8(dthn0ER(q73hBo~l4g>RVV(%4HYb&^9TiBUdMvVR9Z5OH(&nRy=quSnsmgMxA}kH@oWA@U8be;r1{F(TaNd6&{*Dok%*oie2} zIZ~VCd;7{!0u47o78AMcCh52%$;1c2pF(j8ZNMAlkwkW0>xcP9BOaY}s(Re={cuqK z+b6d%MLmFX;$_sn!&MpPiB9RZOb?tKf$b9OI$VO7-2(1j0hQd~R0|+Q{cSmX_x3z}F-n_Q; zQGl-VDiU*-nBTN~eWFdl%}Ef(*KDFQN*gY8FlHP(-6{5I#9a?__!(AT9&FS3Zjw3J znpZLQ1VZHLu<-)dD{sF(yn@M9SOj01%YP~S@_=uD#_7m;P!mHadIS_{|1c!9y03%7 zl@`ZtmUkNS)DJS)t1}~?t_n}51MAFX;hG3dMG1*!)h~mNvSz|BPCqf=qWxoBa`IM) zC2bw8w%L-_KZsZlDyOAgClFK@gVw~*^TO)D%>DlEEph*0Ul@`h^mZ>)Bikuo0%;t80EX-S zZP$26Ln)dG-NW|b*%3r2z+c0LUkr9-tV9k})%Bk=>_$|(jfHq6L|f_)V!Q0ydDagG zCsIESK0nFOrxNE-A}+MprpvZen146sFw73AGIkBH9iX4deNd7YZZ8C1wQnk6dd63* z+p9MNNV_7eXmMd9OP{gaFYXn+hnxMOQs3Q!JLUQGZDqsQCed z>YWOP2yg;eI@NB+K`MDVK^(W~U%Z?x4E(MQI=k_-6OzpiTzC-WqUom~Sq|jlYj=dJ zpAZnGLPOuPC>TpLL*31Ypqyj+rP4sjwfssB2i|9CB>Ka}#2lh{?gKQaxRkl_FewUO zx)c0<+()0v2l?(~tk@q8441XHG@cPd#PQU!TArrVq@5m>U5 zYd|K>;PwXYlB-+0bk8hLnaRGiVqV#~>#4 z-Ky9WzV5{4NnNCInVo4G=XXc3+pw2cuDC(kTx{Yib17A1d*U&K^?!sf^GL93?rAW3 zABf`$9qg3BICa&D!LE30`Y-Lw`Uk|S5yjw4ecrjjAX25Q6O+P46i|UG#TFz*zPwi0 zsOgrz_@0x-cabW}R+}P~?zmQMdJ}Cs8P?^=hi30H`kKwJlFQA}Vn)6iq;8#;R(bMG z>6UTYeWBQQKp8tPd4GlZ3Z9WN+8;PjfrdxmHKNW+gq(Q{(z&d%+p9%7>cRi`tu+JX zbKnvC2U0J;I;?z@%Q-cCuXB;C&1=6i-T+HLw7=0T@HMY!{>uV%F6)odE5S8%KMW0Y zR-t=h{TCrOf~pem*eh3P1grLgeb!A1NCg zh)4XK$YG~FBNms<8nPC{VefKBaIbQnV!P}O@(Me)E-X~=#K(nFnoDKvPX68_pQluU zDa|@t;f<~66JKPn%@BVgZ5c+};sVZz8G^!QLubHLY7WKz)TWQXtD`>iB)gw}vgq+e ztU{@)23N@Tu8QicY#F0Jq7gD6d1!oZ8V4w!G`blDoav}!t#cp9xWqxKD% z(Yyj^`VdYsMtEOos{Z1IIO{!~eqvf~^^(3n4qCfoepC&c1WSL_qie)lA>Ei}{Z^bg z7U^!(Z9$MH8N#|X4I7hh2pPqKX2`B~vj6UD&bv_dK0B`@@EZWLMwQY|!>+BlUV1pehB&?>2|5BluISU4`~1`dYb# zyrQ>$(rTl=wd8-S*R*of6o-m&5&e$w?f=39a|vz4YBJ0pTf|c4?%y_a zY&c0kx6KB^znY&BF-&(i2@txo`#P~bc3xu4nX?pi-RghKTbI`Dt71cQ8tIT3%wL%6 zYKbp;O2Nb)zd;_-J)UbB7M*OGwk4a_mQdwxeTVYAlo8mqs%AeF_a%~4Y6_5DT1l1u z6x@qzOQq2gHgqo=Xn%1?U|VeK4Dj)|DX!IoBRCR^>*FTYiXQUNv9TrhG18(w0_^b? ziw(>%XKjBb{5q(iSQLAyE;gha#UEbv-~$gL^Hmx$J;lch;hiP3B4G%3930w5m`bpF zmIHW?bPm-HILq3!-*nfJeq~ljQmXjwb=bYeE6GP~UdwI>QAQ_$#%%qk1fJSk+reo~ z?@H2Vb#2-LFT+;FaTrb4@h6sEBcJ zgkNy#9lopuiy%yUI&ug>_nzdM5X|n#pfc>(@0}4b>bxf%-fC1OwOBTvXT7#0 zeqPx##;KD=3a#Do#0t(Z4LiZc-&%f}LgqoHZiozi9Akh-medoT-kuYE$ z)OHyEydYzMleKJ;DHr2DrF_{z!;e8aVJ&VsUU6DDJgQyXmD>0bRux=4s9DUPvqJZj z>XR6-oIZ^yIWle3VeoBqB&OrHNWq25}cH- zTa(|+F;-t^z$d6jh9X8tHZ6Kv`;qUqmK|vxZGMdJJwfzy#Ye2u=(?o0^nk*OlGquX z%m$>3TW*QABK8iu%N#|HazRvu_Ccl#%Oh^)2K%}T*?E-ad`NuGbRmq&2rH~Vv}%94 z;z3ZhOqP>67eRZZ>IswIyaLUMwt2gT`O9uE&wO3eCh>kr%0klA#hAYklu59Pfc9R9 zf-VN&f6+8a97@Zn-v;Dv0wimU3n(K%7dD$@9NtvP^vXJds83mt!@--6Y?ZKh>wV;= zvXiYp7k|FDh-s5iT1G|63mWm|E^SagVfjOTaTp@MAL5tVkNNSKT9gqxM z#ke?M$0od$S#n|e@KRF1bcaA8yeDC0_Dpk;Q0L(^MxGxDHJL!LB&#RHn zxZQuc_#-l#T)3=T@2hCA7UDzqN@Z1z6Wh~yZh{_>sY9OgP@uhdF1sI2H=gB`L^-4_ z#@qcRY@n0Z+0*m}BQqshnq!C^;8XbHsW?3zUwezZWx$N_OkMBp8%JZon7ZhoYv+BT zvm4A^mFpl^6$FS^ylTFSA4-4qL6h$*X`UzCJ}meN|2ZTcI1t^23DxQXlBg67^7__^ zTIxM*MPyp6^8*Uc>gX9a+GV0W3g;d<{kN{yZhF?Q&miB@31xh!G9)HT$+J(wWN9qN zkI8tGEA=n*BAw5Atj44QnrZ=q=h6&eN=VihY)HI9w@}o54ocGfX+(dDUar0eH8RdD zUN@H}qt1fP2r9*RUwGc?OaiuoPuluJTM0T8*~4$9UhH&!xw+u0o z70`TuuHOfAyvJvI__4x24$EZPsH;TxQg%12 zh*C*FY_)}7ke$R(b<%tNJb!08m4r0PKWOMf(5MABc!(&E8@cNPWm#bi*{zV%7;4 zTcVB>w#F$VLC$|8r@(+qZ~ZshR;_kq(mtEo-Gz)Sdo}49z>R1oPQ23Csg^o-TsauX z!wN#sjPVQIRW=F+nTtG;CGh$Bf3^Er3>l-FD;RXo87JK$Ja&eq7EOdEN|Fy|^}$p9 zeCf}$t%BIUQc6Ff8ltLg`cc8I5TZnLK28m?-w&*rJDx2XHbKjldW^0Z#q>l1oyrBNgf%7mE%<z{?FD zz;vMG%k+D-fON>13fZc<@44x~#cQA&CG~1o^HOXYV6FNTkLUK&VlZ zG2DM}d`L^=ij!qo6t>yEJJLxW8ucYA37cW-(YMp&dvv!->48|6dD}EC+z14bZ(O}c z=k4K`{R0`*lenpn`z~WnM*G}gemPzjvlr_y*>0LA>ANt}>wel^q)970NH~J-L=L3f z^|<5UiAh;<@W{V$Ve|Jn&*IxnOG!rVAy9wO9-qI2enj499Xkyj2Rl1PeN|04^vQ92XWoCf_jj8SwL5SVY*qaFcj8e!)qtD`wn9 zO%O%KA@|{I!>af0;K3i9bFbEb=LtHcRG-1Wt(KW8l6Ct7D^|PGMCKI%9vWYg)G&YP zBI<@~WkO{zl(DK!6&n$QyV37)5Fjqn);;jr%qs(nT60^(hJyJAPI(1`aV|a6rlDb_ zwCRqjc+W2m<1NA`55-{*6OKWSRU|iEfM>Y-8)2j_PM(^&ErVvdg6jrp?Ut#q!PSmC zNjVe?$Fh!>9huO2|0CV}WZ-gjVeNn1(r)^z;R8;9n&z=eF`t|*L?h}!qdq#9wbU*@ z7E{3dO0rr9NH7UM8yHUvJo7MDCrszuTAS-=bPqu@A_&N z^8>^0LPlNVsX($E7-bv z@uvz=L{l-Gf=gVTlC=2+!avRv5o`Ot7L9oA1F30TD+IJZeY^k6qxFAlW@g&UJT4os|ImsS-Q`r!2QZU|N``t$wV879gf|RD_0qqcp2YhX~P#J_AF@GU<3l z((m^sdDS|R4Qgl|eOIo_Y%p43w}FDEX%mm}qR5mucEHK2yXkjV8MO)zV|3{Jt<(!! z{U(>gabF<%!|70nD4BnK`^5j*y(v*Z&R~21tRtUC$+w&=naayKeAAJx4)N(j0LKu2 z@H{jHpi6)5#gU`1Kfk?9B9$7-F;W<-p-MIlaVRGLqvWLZX9N@13t*x@i+XxP(bM+f z1X}and^_yAq&Q<(eW4Y{@b+blFjWQf={$RUYJlWfR>kf;#an-npbaoa8_(wwdKDzz z!vV%<_NyORt^8rrY5&(Q8 z_datDB?_Jh2tH>W!3Dk_K_x(=S>(S3k}ka42$pLUwt|qwbNB%^K|Z;O@>he*0^*FZ zzKH{04?|07_Jwo~rCSvIh}?+l07{R))Hvo0klg&?qI!Q{uWg+++E?_SAPk){B*Di0 zlMb&L&Kx}GLsWmJ(hSC2X;d{@U_OnH`~4|{*j9|pYy`W#NMb~5J%o1-eegipH%gCd z-H#~ce&hE0!9j+XxmCFC@Y;a0;D{lNBjBvkzSQ#rz|;nR`PR#OVJV|7ZZ6P_TUwe>ct{4ZXpcP6BlOoHYaFp}yjY22tViA0fvqk2 z6u)lzq=ZRx0a;kL^zvkgxU;N&exiA-tbtYfdweCZIc|||EP%7D;*$N^j_SHezm7Pr z7p;Ho7&UckB8mAD1n&l6Zw;UIlg*oZ9(~$`y-isnJhycTX+HoayhimB_|0mKDYT#8 zJVTshx}er_>HDu@rg~$;5CXZX9*VGSz)8-)tJ@{Y8&C8+j#SENoAV(<7bC2+9Uhmd zzVtmNS-hi%N6jKj!kQF!#VBXSPI(uglA(WbMimAq%1(cnT3MTD+PUIKUSZ~Ck)%x0 zz@w`_8E<$K1`FoDU!qYa?F6s6a^P%*$nJbMHIuj=^|3-OH@EXhxdd5RzJRFF@;%#@ z*NdkAM-t#jRZ8p5w`mO()qzK@p|R)b^$?}>COx%J6yJ&j`|qpI!2FOA*SAx2X>EV~ z%$q$rs`Q=6V&VrMoOm~94%Q?OnFE^nI=)^P6?*5FFJ%9c)}K4JW-0}M*d?D1}Tfz|wO9sq1_ z$iKKwwwCf$-beSw(5`PHHt+x9O8eq8uW6C=`=qxgQ!kWYv_Uv2)QX!iit2w2LCKmS z!;T+X9?69-W#_<`H^XpmbSRCOuPhSDKMa-b9jc;ktswJvL@g^Vd)to@BZnZ?+(35Y z`|z(=6&hK#kLOV^r|$ zCTdza^UnR!Ow8rKn`;PmMfQL1$)evT&lLTcMf!C7N)n2Rso7F%5-Vr9sZd5XjLD8# zq|{I;XbAZRPcXLS7L8B&cUPBnW}G=#u>@!QTHcJ6#Z+Z6$1%dL-zQMrlnrU?Jexk< z8TB#_S z!3W?9f!aiC>4=eJX%5e6y~LffF{?@=sPOY)2(K|8^0fe?xCKYR+85kx5Ss(r2|-Wn zd=&~l@aVA?14k^(U^Rb0RqmX5!kgEN4xtaA-t3eSKC6K$a57b~D%{;^DOUvEw!F!? z#sk>y+lQC$5aEm_J26@L za|uGTnl=2=yW3moEWqWF?>doqscH2qrC97^L3Y25?0De#Yr22%Oqtnsk7Ocj&lP0W zEWrbKcqnjxiYl1|7s3eB7wmLgA0bG(#%WbU$AnXcK`A--Ptq`AR|yUe_i?0K=Mbz5 z6}#3hhUxUl38SZ(21W2SrPfk*v|zj>H(Rm06Uk|;XWIA?{)+bDWJKCB+Y~KJI!|87 zdoXX{8>AlYPy2s9QS>*4guzCUyyK??QuA`SqzjSpPdH<@f(#a8Z?7o3?CdTVIbgKt zYv4TV;G0OH|8m1fHu=4EC;ra{x#P0Wt1al}y=^itL<&tC@i9Auc-pBPrR{6E(Rlc6 z=z0+~vDc=B+eM5+4j9+R*)-P36?x3kE`KksxPxD)*v2)JHr{^VobR8$ z+KKqyGPt&Q)?1rD+bqL%G;6^&WFW{!8*9B_#J6K8EHilc*c?Ay8tp)0p zrpwF`lB9H4$`!cCAZ2s~hwXuXEJRk|=wC4^e%F5q4YdkkF`1NxOG~lMpcufH_tOmL zI4_<4pw8-bk_j5&3ew1&+^|!*9EfN67#JV0K&H*4!<8&n_5%~J{p z@<1HSp;@XBHG$#o%Wd8vywaL2`R8k_Mn``zc}aUqe!PxyMTGXT(DmnYr&?Kc<9`2= zvYbRW_LbjG9lej>@owR}8fSrcCYE`QA*u~%6&2YP#rCQ0&o~h{FT(5YcB;GQ5|@PQ zaD<@85Td4@_&ZRGSV3eCmrHcKo%T$YMi~c`!;|U=H-PdPsl=>EeV~sa2!(p*?VEo# z6jaL19uCHd0XG^&^TdIOA+z=QLnM>wB{s zhS7>WzN>{IFnUR6_Q!dCGf@JM9lQps9Gnx9;+=%Ov#lvTSP#T{Ohe%VMSZ9dE0Z@a zVG%P5hCGyuZrH&@Ry%f~Se1XNVdwGU)tHd34hx%!iU&3IWg6i+k3=!xdfrAW zT_%s3{IUA`NZKX8=XcE6>?u}QBNJDhGgzUC)m7>pSCU(PM%^aFO&`P7WaaA+bHxwQ z;ukjiCZZF8dtT-h)Ld(Y(-jM%`A`v$hO&{}dQF*aBZX)POIL?-xmQCS9nybqx)@82 zMfFx@4?%6dw|W|t9dg$@a1>#bW6z+a18np;AARDr+T2(@FSt%SiZ{zAaDH{Ylziw1 zq<5bs;V4!3iQC5-L^o1wVs*J{abqiljKY~c+_<&ek0U`-v9I{UZL6JSn919_J=oT; zsXcx9IAb{?M61xo*Fy1!y+VJdo;pgZP{aB~J5do;A@Pnp_aRn}0*SgqtsC^aP{P~a z^SsU%oRfuxi*ZSQ30IOwMm_1hAE72zzTndi#Ll<6Ve6l zxS)w@5=s?xO6#mk5~2d~dGvG-Rgky;YMt#ofgVlI#*^Kpq)}Zu&-Z}VvymyTjqvJM)sOmR ztJ+uA0wF~Aok;z4`_O;UK$fVOY)@7(UST3z#XX`MGvJyMSqQIj<#~1UQ3E$q#XARz zGwJ&}!Qe(7ZX(#4oVQf98ZJ10<(?VU!aG@vqRKJvR~Rc+;kv|tq*6ruUy92G>IKnc zMEA;U^bekRB@gNcgmYFJwBjTQ&QVw- z_}Rqd4wmQ;ZKZ+1+Rs zL!+P@I^`C8G82Ce2`^b=IQcfuwaQl6@ZzLtkwFNaDK7%42Rx_d1(wKQA5~~bu1frQ zIJ)lvSu}DbWModQFB!RF;Z!+Oi8a`?GkEiz4GR^C4DcBgcX)NUQ#m<`VCV!QK)k z{WL#c;D>+TX}%f5W*G#WgJT!DWXq}dAoB_XXz#wv!1CSNBISYI$_bhG|2i+0u>3mx z+n9PE!BFQ1_{7#ls#hdUx&*SlLJ;T>g@GC&@stmRW3eTw`e3(uPT~vL);jSx47~B} zdydgdx9bfy2%q`(LI_lcBqN`<(Vkiu%*J$4VD*3bgCh_*Q$!%m(i1A+iRjc4gpjy@ zzU}+LOnuHj;%7y;sr0xF%s15gZ84>%ihL|89^4*uZAD&;*me|6O1UNm@iCATFEQ&? z3x?AibZh+mawcitazD9n2;Waa#EvSFr5FY{MJtL4>i9H5f>6bTOh&3=yVlb0q zo?4@~*o5Lzpds2Z>Bl;XU_HOW zVP8ziXQUb8y|-{kG{oBO{}f(}j1R)3ujR$DhL<(go@J-_{*VPBG95o|M{+-fC!A?& zsKgA?GIXvrDVlAy`Mls0nSKDvCQ2CtG~PC5_{M5t#AwuBpbt50_HBHKA~?-+?-YMF z=4G{0mtohi|3QGpWwM+d-RBvW)bM{K-fKvu*#!g*lj|3YLS(rtl zU@d69&lJFDSZJp0V>c>~JDLJTq&;vo6-VsQI(tBavidDVmmVvgI`T%Zk5Q&iD|n&~ zw|&qnf2?>*>Q8FfbnpVy8J8L%ey@VH=|{LB7^7*yiao^Y8{lX8tDUQ~YRkAX9Y1?h z{b5;V^Y6ukfC7?F3n*gku|j{`FXrz$nJQcB3!>JD!;{_N*uy+4HerZ~vSl^B>UndBbDaL%Y6!W}H0P2xh*$1!Ff1!Aa*xsQsPwmx=9$wMup zCO#rh!*Df_i|TCr4d%{YXPNHWv)Qg#yuSv^C}e5m<{x8?O7j>owh?E1Iu2UP1NktXh? zQ)(urs4;#XnLi$uq-OVedt}m0vwIJeZeAQjn(*up#vWNJ5|(Zh;FoZ~$#yDeq)R0B z=gAowiWIoGq0JE32i8_O<)r;e&ei`!I179n5qsvz~%I?}M*5`k+8C#$rd% zclve`7pB)lXj6uD_5!Y*e-d|h2l&8fQbA)quKbP}KD~dZV=#RTPcea?stEcm zVl2a_2?EJ>S;WP}L;KaN1|CQ_fdex!^}oItDk8^Fl{M;PEYKFmL@9AlZPsHyiULpAp?Jc=F#P}*tA&8hgO-J$^W1X%hK$BP|A3_>1+jynX9;T4m)5e1mb9a2|et^Nk}n z7JK5?VU+T-e7f-Z^1v!BJ?2%PbJ`oL!*6^Ukg|{hjk!z zdr?Rcc}qO09>#3x(xINcp3fwPhGZf((>EjqV1R#}5r<6B+3KYeQq7+s81AC6@e@A+ zoBNEHW3?_VxoIrNaFd9UPAgTY1ZOAJ3Fri{5#T%#^r&G7IQ*xl-Hq`|qRi-1umG zOQC;c;8f2MI!3iZ4bf?;^z5N``IZ{<`1@6D)O^6r#j{gh6N`h%LLTVdaoaIwAL8Q^xc&XC-#i!@L4i_Ndi za9dw~kq$8+o@1bm5$tH$rBe~3rFBT4eD1d?sL3+}>4&>i0dfoe(FdD!+^f=I2}wsvedwvmP`@OB zeh5G(Us|?Ha_!nobhrO*n(W%j_fKKpCl&Wl_maLjOe?PSMq!SnTtTID)c2~S@Lv-P z&B{2Z{AJg?$V5!p%w~QvDA*uvAU=N?URFb%^;Oo3XuV87hqF=pXE>tNSznjvGh5=Y zApg*JLB~v#R;our z52-a+p_;8a^xvasMPV*V=CBm?${sDr!>@ntt%~=z%;QU0KyLY|rLM}tEQx;#*>!>o zJhF_1i(am*F*3`u?cEc;?Hq~E#GcJZnngrh^-C_^4*205ae)ybIvdX&X19;8B<6a< z+)XCyiBVc7^=UVI=hcp5^8v_y{!|s47Qb!#-W!K5>w4#Zf6`By3C7KHxorx>>l4N! z7Bz@tLhv9iFi)Cso-#O;T}pon2)PJbRstXpG9`2vj+spt4*C<6P1uhF+5|!U#t{Fw z6@Rx50f`S!z0^u_&5xkUJU4)pA6{ndJz>xFL{)at-+ag!NhKMf879w>dO(`GA7**$ z$al`eHC3QHHiV_;0AeRap%!HWa>^I<-Q~g6Q~zSyoiuS4zPhlyl}vwrFch4ICwyqo z`i{ku`nj1w@>y}p(eD+U4z+>q&y(M{f~a?z znK4!^APG+%*onNs!1~EQS{74Q?-v^41=iwqxk(|GLE%9AC$5mLF<#!-Z5L#|>o>X2ul(NCn^AP^qg{p5zd=ieX9 zqvnQsr6VWtsL4O&e309el z!ZK(rHrB%4R!=pX|C8%T;#0YNt@4wRH6V1P?d!cJrmJsFdY!&g0Er2?D{l~pL@SQGp$}~yk25KvG4&g6w&FMud zrs#hjF%vzlFxGU^@(c2+GVX9|qB!1XZEpTgRFs+b>jbb(*bkqSEx$9fZZ!zMzWm1BZvKC6 zacw~3_l^=$j!DMy&?Gc14e+pNpX<)x=674((de!CvPUBay9cAN~U4C{iXZy%C)QsA3-mUkH9Mt45K!jH3~v+POnK=dCjn zrqJei0L!$lC>gH#A^zF5ou@ZwrTCg)RB_*%O3d4N9dN8O}R(oa`62o4B4>2 z2Yae)3O^#!F~tK8?f6{4d3F+HBGkmL!(%lLeJlM(Ube{L+*ZYb+P7S(70*o5>W5`0p0+6_X~48eaQ=UQ%{>X5 zPbaNJf?+RysM%JTj~XHw#*Q4PDQ( z{rYHiKsgYCj+0PgSDH?(CxzJ@fdbsP3fB!D^IMV;jjY0{&~)oO^T>YoS#R}BLR$gA zV`oqeOpbL)fMzw;&OdfD!T5j8yH~|T!(hBiEPTJjufVFVs(3B;x3&vKt%sgJaz0g^ zcM*l@-9^^UTz!F$R^B)2omV^CWkmVcSU`G~C57>ke))79(8&u}z2io(?soD6`y{+( z6@2*XszrDivV1VQ{1R7u-E2g{i~e!+&{w1$%3E1>^l(Jn9~S74GR1$6vTa|zd>DG}%@idNU+^-2j!62x z^kItH{yv6qvDn%VZdh=*8QoVZahgcr#rX#5i6h{;@1oh^!+4K>qPylbFZqctJ!E6}lfSw0EEDWv}tqms(+>mRf>j`poL(7E=%A3y-bhpU)+8$a**YODVqX>c5{G1SHb3;>KEX zqm2*}SYm5HF7SWAY!IwYfpFRURmevH7*(srg3S0I`O!u%NV_X%COw{X{q6nglHUOO zRUHIUkp^VRR8l8$!La~$U3eHr4GhW(Q{}0L@!v97`(NUxzl6Z|8*<-;Zkp+db;LUx zg7rFON3J&S~88NBR;X(EGI(`4!#sE-Jlf$C|}GX5yz> zO#aYubc|xf@%(@cep;5?bjwApN{+ajhs+WM1=rQ`DSlUD2-Zy(uZM8Ev8!*%aYGpg z^C|8NZnuB$da}^$^*BdtnJ#dir|GZOqySvtUVKE+V%t6TlD#gEGt)yt29prvlpG0? z02_Eo5Hp*a*rM94LN$xm1{SkMptbJ1JNx{MPfETkASDi4#3w_QR67<847F$haLLUj zNtvd4UG_ieX-Lwrr1#GU9lL$sD25{V{X~D8F@oFbz#z@|O2nClXKx_|JCiYF zP0gC;VBnWQJ#WOajaC&7cDo1{e#JG9&e{$S=(NB;@Umimg6S-OmpQL}G$$#}7tEB! z!)LC%ozFl770-|tlHpROI`l^`2^pTrUde#FWT%KfOk-iO%4VM8x;V%CmAq2>oQn}AT`4}~*Q1T&q^XJw1Q}~LgIuZQc`Q3ToaLL9qF1Wi&&n=0^lAd0Q z)6i4i+SWwT-M>HbMs%7a7j^+ZJP=%bS9S^-YFl=@?Io_4P%GSZ@dmL)(gb(xHZ16N zV$S2Z+9&?r$&IFnDB?>FYLkZQKro zZ)+7$mTKhBr0!5r9-DlEBjXeI*9KKYU{wC-LYj!Yi&Oo%-F2A#xo9h%hzu;>1lxpB z+>47b+Bb9Sr<5nEO})2@;_V9Ne8s=**8$*k|EZJBFf)DhV^Vcuc&`;Swyl3O!pYT= zZa$gRGxj9MVeJ+mm8%8Lv)JZx6i#(+7Z+6sw3l6zy0E>feF4y&jTN-%9ta3%e40hP7*+GbgBakz?8bMz*wKp@xz0i zz9LD1^hEUrtD#J0;OuOjV3so=V31$0n6Y8G}6$SJ5%gnFuMrq91}%Rt&uXI zK7{-+S(Sq-TxA}wDx#$0Y;d$M5KDP?GTGe7Nl*H=^CAIF6^d2xKYYcY#E z&HlyVLOqWLPaxU3)BUnN7o@f4%Pg5-l5IC-*A6@MbK`vMG`N2j_x}qG81m<}0CgzC zf5xTLi}kLS`Yi_YjA2Ejjoz5Hm@jp#^DzndIP5MhI0uVoyjGvQ(V-E)lThUps1=6- zv*2*km7-hQ?2LS}Xt5OKOBh#@BQTsQhM*3l8F(JI=*m_^U1Dwxo0^lRWkTq8NBoO1 zvjW4?S2}`IN*RB_B_U{zMNUURdg-OQX+O4VV;C(wY&22#$dq*KQSz!%&(L*FqKDFy zMlVQ-@FfYprae!Vj?R8D`o3du!iM0oM$kLhOUJ!@GYRu|)`O%D1vCxzx}n+RDhmW1 zDtB!^Wpu51#rqtvh~qwD#3m`ale#<|6GqCAFlu_GMfZPcW}IdZ-W^|6^ana?#F!)> zh_?*Q&*`P>rApsI5hsIKPCCBpGw@yCi=-G*H?9&Wr&RoDPT|bkk|L^rMGCLmOg^zk zOz&I%hkX%;CJHQ{D8<8KdLtg%vbocpl%~CXkD&$-fL^<}ebVAzui$&`wXpR<`R?U4 z#}K1hv{`@Y-DR)U57rnHpcWa{oY{bwKfQIZuM$gq3@_G}tHTN}QK^-{u3}6X-)$4L zznP05Pv}0V{;7yZ`5v1k@EJ6nQmrC+5P$kpM~}D(Eu{QY5w{rO@vM7xUaK4err*#M zL^s0#Mztof;ds$(Z7fGQkmhNM^5tt-`hUmmb9jHSpWg0L8uDpk!XKr9=wM)=sO3LP z9OhMs*l5z+nN`6)&O?APKn9zWEz3nS5(hkf4|d9E(ql5`adCc_RNhKxK*>pRsk^*| zk!JjUe{RIY7bGGlEU2lMj?pE0@DLVZo!U}jsCJu|t04eYuqiP$lFhP_?F0oy=3rqzIQf)n8rE9Ywpf|NS~T*b$=J~eL@S}bo^PYacn`uw>-(8*+CBL zHgW?a;=+t=ofRh}4PyEFt_j^+csII>47Ki4nM_HJ()_Ugsr;3C@0_9F$ubIAgyA-8 zIL}O>E<#J_p_Z(P27KK#z!WnNNC9`|HEn;#CYn@peVt5S5&s63{5;`D9rt2X**P+I zUlxSpAlSwUNH&VW%rTJ%b#MZe0CM&(t-wqcEhGbjQ-y4T)dVb^{>}kkZ`z69Y_wm$ zludiodD`VYM-$M$S2saPZMe2*J@M@UQ&o1rdU3ro_{@dKGc}*23^&#K6=p@Nhtq$H z-?`r-bU}BR(Fg<3a7nEp`4NR2DO?|S71}@=HSu&9PJd-VoCdxLwvfRuAIlJ;`;TxY zj%Vh1UM6n%JAJt?P~}iuwnk+tjt^Ap`^7vGNHL)aU!fCRw`Z69nP%f+^v14E1Z z4m*yYNXe3FhRzY$haUUHi8Lh0$rUVpqg##{XpS_0S8#wWpN1O_6Xgte`%Zs;d%cl3~&o8)LKWEq=E{5n-fWGOgzMk5s%wR8dV-+qRPYhWzN@pK7CG z*lJ36dXT#)vY7P7<_^z~0weB4QaA=T_lwENs%?iFaNOHJ22fm|amCkKCiOoj&57C(-c}xm1E0|IEIq&!fmDQW-I9evT;EAv~6@$1nTE5>=3W!0qhfy*^*8-#omQlFu0LE+G5WlICg((0-1WNx~QvG z`j5?Wce1hCZZRH}S462&N|U^fpTjYRLWMf8U<9WO?U2hW4GU!uq4wXDUk;#vNos?8 z$vRgW3v=J0lTU9Es?oHtdSzS^xH`^38`{G=q3c1f>#_)bOyH+w*?@|p)FWG9?vjv` z47G%_6ZNt0nM!uaf!}{|u**8B>GS8n14QzC_Ak5EJ~h0tb27g;(Byf{i=ob{iGM!=oUgs4&L_a# zNO&UP+Ev+$r&%de+aH+yV+emN9lgjNT9%*dU6G&ZQqM2D@v^4jlBY%fgb~|W{P$LNtq=8L2KzhRl z)9x^(Yw+9eeS?S3qY6Afg4z@lRqiYvv+}nd?3e>5LP(Q$YF zvuK3CMfw9i$YP4)Q;*5i(UfPEi3I)(+sEDX2EOc9IeN0lt;HH z%K%(Z0KpaLSpwvjc+mK}5IMQ#otLSurSMdFfd7B}gL`2)OhQDL%U}gXB>WAL*uW&H zc4N9CCQajX|=+nTmdBIaJsMn z!!oP&qNCYsw%QIHmmfXRy57*;4EbnlS-$#=Yug%VAFt!#z#5*f(eVyym{ zRy2hDCI#s2_cs;`HY*EV3iwPfgrJ0W%X5DlCFxtlyn@9#RgCdKqqr6$rM2I&*}byR zu7M!V{Gd;#j2O;XzXzhQBxMsvUA;86Ev=+rda&_Kb=JfoGyn5af3i5akULtd8~^*J z%e=iiP=L#w9*yfftuAp7Xwo&V5&9&Q5RclHesD_YMg&h zrZ_t(A|-Jnq_+gl_+WAwp*(v7CF!}q!mOqLtybuF@E_G6d9rG}yu_YFOS}V`_h%wF zU`?pj`g$$V3mJ8<-#TGQC}gIY6$2!gB137&6s9W~?sI54GHc;)`n2zM(p{ctxmck3 zQO635H0akBJt&oaUceq~7L~a+neKmxr`WO%X;)|Ju}8vZeC}8*Hx$tjC@J)52YP;U z@B4D9M~c<+b&2?vC}doLQ&L^`C|IwHfHu`CN}4MA`^)lH5fbJ$2&i}~f!PEljW!mA z+>m^fxXdfVR0HN35OK^+8WFzph)&Qol};l1GYlQaP^FK47)7Ej2cbrk$KQYFlfiGC z4Ek0&d4-)-P@Tb+g>gApaCdj-;2vCqLvVMuK=^UD;O_435+o4Z-7P=}?mo<&ndf-|t z0Shf!Q7wGBP7pR7J@XXY=c`?UvO*OuZ`e$tgIbQ~%3t&d06X@Ko@i#l3s>j7S z_&)X!nqw#7?j_~y51wH3k;!AfJv74vs9}5pm$Cmfavn5 z?#h!pkM|Rg33a0%Ck{mW$8rp#7gaB(vW|9l>7P<7{DY8J zy&Cjh3hB3kNRAwsVQ=9;#+k%%O--ice2mZI^Ig-0%%8-6%IQ(PX{aXhQVgf80}q`% zd$=+PBWx)c!~9eFq$CF@U10i#I~3Qfq1R(;N~>3=W0x}=<R_*g8d-ue}>e$Z92K6zOTJdJXoQRt?aV7?i{+yCQNz<8gX zZG@CH;9-aWiP&p|0cWpcqH4t@N4YblQ2MInk%=K*L58B@Kfe;{ENOF?t%fgO{Y#Fl z=x3@}8);EDEyuZ<=g#FMU`J6?FfBz^n)W zG#BAwl9jp0 zY*|moSd|#zD|kE+Sp5U?Zl5{ft+`k(8=Q+l*FGOEt?Rs&ju%GM&v7c*r5HKVh84|_ z?Hmka$Vd7qR@bJ$KZHX4mvFutxV){o0o9<0SmNEWSIG3L1K%DwQR9}k$#7;R&(=Zr zMB1laqe@l8wXi2`H98|e#`j2FR|qs_oS)59o_gFf;7 z*&Ib6uzT^`To@1fOM9ZG6IrPG!Ah!SXRUNL8gvNEkM zUiA49Xu7P$lPQ`pST~19TbTZ$@Go&Gx=(8Em=j6px0LsbtX~qekB@^s*AOkC^9>RsN0DS=@RPP=8t{f&gxU#``0n-ne~0fDtD}!(yE9Mr3pu_s zR)><4k!h{CC`o~^NkzDz*6_T_{6T+yd{N4SEob!w3L1eA%|6rkQgfb;M8<_nREb0N z4)wg-Jhj@n#424SQ$4}-Ids&r}*Lo)W#?@`qA#{61HKVwtMLl2fix zI%kXkz7r6{9A3Mn(Y`3?=oPE$1-Pkq$y7N)1dlMujQB8!$6xnH|c2+)RE(m_=# zRZjEwJT7c4if%-UerLhN`9xnPGyxv7mxc?V;s&M>R$zAlK5vIHtA~J8DjI)F4I1<_ zpNa?y>EM)jRortMVE~QE?DbG0sbJkej@*aYfK!uk!8DTHZA8szl5K|?p5fXFQ=k&1 zG9ajcMmuYufI=tra=r)bHmi|N1NlZTqG^dpb|QMp5aP|y7 z#OdZ8TK$szqi^qLd;6wmpU3NRBg>l+8yK1F7EZAzHqSq&{2{n~6~CoKxJ@|lfG4$R zlqeO<_=R7tfAG*%l@Aete-iI2P!a+3IJkd^c{FH{iHoI}ohGHL(rI__yVDHJX)xb& zSM!(t5{ihHFQr4Ilz4SwU76=D)}f;Lt!nSDq>2J@a}bajg;LP*k(JM4ydFup5&;KZ zfuAR~P#U{O#|8?Zjn4Wv@{c#cYH7;twxnv2j&!IoyWft!;dwtqnwaOF!es-q@6=K} z;|e9j(lg|xsUT?kQjS&cu+@Wezf^kn;)G5JEZdkjs*MSmN;litg~G9t7dqYk1lK%h zige1`)dJj~3f~q2Ix(RLsz;JhdsJ`#uz0@eXgoZuW*9g=VT|AG>1+(ve;?Lc0mtwb zx|Q+d%K0tpU6KMdre}4&*Y*JS*RXO@J?d}U*R!{69np!#zb8K_VVIhr9bHtZ&iQfM z&UO8=s~YDt%~q^3gUsNJ&4iNYU3BCU{2-vDoQNkMk3H4${~%vJm!BdmDY2GWdnj7G zTUJXvAE3KI^?!wfhKmc=)*2klETs;IH9yam=qsekwrY>x!iwoUQG5hmjbHJ{nX