From cf615c99bc9ab2a7eaa3a052745ea271b257057b Mon Sep 17 00:00:00 2001
From: Robert Lanzafame <R.C.Lanzafame@tudelft.nl>
Date: Mon, 11 Nov 2024 16:50:43 +0100
Subject: [PATCH] GA 2.1 stage mesh

---
 content/GA_2_1/mesh/mesh.ipynb   | 218 ++++++++++++++++++
 content/GA_2_1/mesh/utilities.py | 384 +++++++++++++++++++++++++++++++
 2 files changed, 602 insertions(+)
 create mode 100644 content/GA_2_1/mesh/mesh.ipynb
 create mode 100644 content/GA_2_1/mesh/utilities.py

diff --git a/content/GA_2_1/mesh/mesh.ipynb b/content/GA_2_1/mesh/mesh.ipynb
new file mode 100644
index 00000000..e485d3ba
--- /dev/null
+++ b/content/GA_2_1/mesh/mesh.ipynb
@@ -0,0 +1,218 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "length = 10\n",
+    "height = (length**2 - (length/2)**2)**0.5\n",
+    "x = [ 0 , length , length/2 , length/2+length ,   length  ,   2*length , (5/2)*length ,  3*length , (7/2)*length  ,  3*length , 4*length ]\n",
+    "y = [ 0 ,   0    , -height  ,     -height     , -2*height ,  -2*height , -height      , -2*height ,  -height      ,   0       , 0 ]\n",
+    " "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x25b5d70c5f0>"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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hQffee2+Pz0+YMEHbtm2TJLW3t2v58uWqqqrSkSNHVFlZqblz58rr9eoHP/jBQJYNAAAGMdsuEz9r3bp1ys3N1RVXXNHj8/X19fL7/ZKkuLg4HThwQJs2bdKJEyeUmpqqGTNmaOvWrUpKShrIsgEAwCA2aK6iGkiRnKQEAAAGh0g+v23/igoAACDaCDgAAMA4BBwAAGAcAg4AADAOAQcAABiHgAMAAIxDwAEAAMYh4AAAAOMQcAAAgHEIOAAAwDi2/xYVnKPrjKV9DZ+qte20xiYN09TM0Yob4rK7LESAHjofPXQ2+jdwCDjolzcONqvstXfV7D8dWpfqGaaSuRM1OyvVxsrQX/TQ+eihs9G/gcWPbfJjm+f0xsFmLX7xbX39f5Sz/+ZYc89k3pyDHD10PnrobPQvOvixTURN1xlLZa+92+1NKSm0ruy1d9V15oLLyY5BD52PHjob/bMHAQd92tfwadjh1K+zJDX7T2tfw6cDVxQiQg+djx46G/2zBwEHfWpt6/1NeT7jMPDoofPRQ2ejf/Yg4KBPY5OGRXUcBh49dD566Gz0zx4EHPRpauZopXqGqbeLGF368iqAqZmjB7IsRIAeOh89dDb6Zw8CDvoUN8SlkrkTJanbm/Ps45K5E7mPwyBGD52PHjob/bMHAQfnNDsrVWvumSyfJ/zwqc8zjEsbHYIeOh89dDb6N/C4Dw73wek37sDpfPTQ+eihs9G/byaSz28CDgEHAABH4EZ/AADggkbAAQAAxiHgAAAA4xBwAACAcQg4AADAOAQcAABgHAIOAAAwDgEHAAAYh4ADAACMQ8ABAADGIeAAAADjEHAAAIBxCDgAAMA4BBwAAGAcAg4AADBOTAPOqlWrlJubq+HDh2vkyJE9jmlsbNTcuXM1YsQIeb1e/exnP1NHR0ef+w0Gg7r//vvl9Xo1YsQI3Xbbbfroo49iMAMAAOBEMQ04HR0dmj9/vhYvXtzj811dXbrlllt08uRJvfXWW9qyZYtefvllLVu2rM/9LlmyRNu2bdOWLVv01ltvqb29Xbfeequ6urpiMQ0AAOAwLsuyrFi/yIYNG7RkyRKdOHEibP1vf/tb3XrrrWpqalJaWpokacuWLVq4cKFaW1uVnJzcbV9+v18XX3yxfvOb3+jOO++UJB07dkzp6enavn27br755nPWEwgE5PF45Pf7e3wNAAAw+ETy+W3rOThVVVXKysoKhRtJuvnmmxUMBlVTU9PjNjU1Ners7FR+fn5oXVpamrKysrR3794etwkGgwoEAmELAAAwl60Bp6WlRSkpKWHrRo0apYSEBLW0tPS6TUJCgkaNGhW2PiUlpddtysvL5fF4Qkt6enp0JgAAAAaliANOaWmpXC5Xn0t1dXW/9+dyubqtsyyrx/V96Wub4uJi+f3+0NLU1BTRvgEAgLMMjXSDoqIiFRQU9Dlm/Pjx/dqXz+fT//zP/4St++yzz9TZ2dntyM5Xt+no6NBnn30WdhSntbVVubm5PW7jdrvldrv7VRMAAHC+iAOO1+uV1+uNyovn5ORo1apVam5uVmpqqiRpx44dcrvdys7O7nGb7OxsxcfHq6KiQnfccYckqbm5WQcPHtTq1aujUhcAAHC2mJ6D09jYqLq6OjU2Nqqrq0t1dXWqq6tTe3u7JCk/P18TJ07UX//1X6u2tlY7d+7U8uXLVVhYGDo7+ujRo5owYYL27dsnSfJ4PLr33nu1bNky7dy5U7W1tbrnnnt01VVX6cYbb4zldAAAgENEfAQnEitWrNDGjRtDjydNmiRJ2r17t/Ly8hQXF6fXX39dP/3pT3X99dcrMTFRd911l5588snQNp2dnaqvr9epU6dC655++mkNHTpUd9xxhz7//HPNmjVLGzZsUFxcXCynAwAAHGJA7oMz2HAfHAAAnMcx98EBAACIBQIOAAAwDgEHAAAYh4ADAACMQ8ABAADGIeAAAADjEHAAAIBxCDgAAMA4BBwAAGAcAg4AADAOAQcAABiHgAMAAIxDwAEAAMYh4AAAAOMQcAAAgHEIOAAAwDgEHAAAYBwCDgAAMA4BBwAAGIeAAwAAjEPAAQAAxiHgAAAA4xBwAACAcQg4AADAOAQcAABgHAIOAAAwDgEHAAAYh4ADAACMQ8ABAADGIeAAAADjEHAAAIBxCDgAAMA4BBwAAGAcAg4AADAOAQcAABiHgAMAAIxDwAEAAMYh4AAAAOPENOCsWrVKubm5Gj58uEaOHNnt+XfeeUc//OEPlZ6ersTERF1xxRV65plnzrnfvLw8uVyusKWgoCAGMwAAAE40NJY77+jo0Pz585WTk6N169Z1e76mpkYXX3yxXnzxRaWnp2vv3r36yU9+ori4OBUVFfW578LCQq1cuTL0ODExMer1AwAAZ4ppwCkrK5Mkbdiwocfnf/zjH4c9vuSSS1RVVaVXXnnlnAFn+PDh8vl8UakTAACYZdCdg+P3+zV69Ohzjtu8ebO8Xq+uvPJKLV++XG1tbb2ODQaDCgQCYQsAADBXTI/gRKqqqkovvfSSXn/99T7H3X333crMzJTP59PBgwdVXFysd955RxUVFT2OLy8vDx1NAgAA5ov4CE5paWm3E3y/vlRXV0dcyKFDh3T77bdrxYoVuummm/ocW1hYqBtvvFFZWVkqKCjQf/7nf+rNN9/U22+/3eP44uJi+f3+0NLU1BRxfQAAwDkiPoJTVFR0ziuWxo8fH9E+3333Xc2cOVOFhYV69NFHIy1JkydPVnx8vA4fPqzJkyd3e97tdsvtdke8XwAA4EwRBxyv1yuv1xu1Ag4dOqSZM2dqwYIFWrVq1Xnvo7OzU6mpqVGrCwAAOFdMTzJubGxUXV2dGhsb1dXVpbq6OtXV1am9vV3Sl8FkxowZuummm7R06VK1tLSopaVFH3/8cWgfR48e1YQJE7Rv3z5J0gcffKCVK1equrpaR44c0fbt2zV//nxNmjRJ119/fSynAwAAHCKmJxmvWLFCGzduDD2eNGmSJGn37t3Ky8vTf/zHf+jjjz/W5s2btXnz5tC4jIwMHTlyRJLU2dmp+vp6nTp1SpKUkJCgnTt36plnnlF7e7vS09N1yy23qKSkRHFxcbGcDgAAcAiXZVmW3UUMtEAgII/HI7/fr+TkZLvLAQAA/RDJ5/eguw8OAADAN0XAAQAAxiHgAAAA4xBwAACAcQg4AADAOAQcAABgHAIOAAAwDgEHAAAYh4ADAACMQ8ABAADGIeAAAADjEHAAAIBxCDgAAMA4BBwAAGAcAg4AADAOAQcAABiHgAMAAIxDwAEAAMYh4AAAAOMQcAAAgHEIOAAAwDgEHAAAYBwCDgAAMA4BBwAAGIeAAwAAjEPAAQAAxiHgAAAA4xBwAACAcQg4AADAOAQcAABgHAIOAAAwDgEHAAAYh4ADAACMQ8ABAADGIeAAAADjEHAAAIBxCDgAAMA4MQ04q1atUm5uroYPH66RI0f2OMblcnVbnn/++T73GwwGdf/998vr9WrEiBG67bbb9NFHH8VgBgAAwIliGnA6Ojo0f/58LV68uM9x69evV3Nzc2hZsGBBn+OXLFmibdu2acuWLXrrrbfU3t6uW2+9VV1dXdEsHwAAONTQWO68rKxMkrRhw4Y+x40cOVI+n69f+/T7/Vq3bp1+85vf6MYbb5Qkvfjii0pPT9ebb76pm2+++RvVDAAAnG9QnINTVFQkr9erb3/723r++ed15syZXsfW1NSos7NT+fn5oXVpaWnKysrS3r17e9wmGAwqEAiELQAAwFwxPYLTH3/3d3+nWbNmKTExUTt37tSyZct0/PhxPfrooz2Ob2lpUUJCgkaNGhW2PiUlRS0tLT1uU15eHjqaBAAAzBfxEZzS0tIeTwz+6lJdXd3v/T366KPKycnRtddeq2XLlmnlypX65S9/GWlZsixLLperx+eKi4vl9/tDS1NTU8T7BwAAzhHxEZyioiIVFBT0OWb8+PHnW4+mTZumQCCgP/3pT0pJSen2vM/nU0dHhz777LOwozitra3Kzc3tcZ9ut1tut/u8awIAAM4SccDxer3yer2xqEWSVFtbq2HDhvV6WXl2drbi4+NVUVGhO+64Q5LU3NysgwcPavXq1TGrCwAAOEdMz8FpbGzUp59+qsbGRnV1damurk6SdNlll+miiy7Sa6+9ppaWFuXk5CgxMVG7d+/WI488op/85CehIy5Hjx7VrFmztGnTJk2dOlUej0f33nuvli1bpjFjxmj06NFavny5rrrqqtBVVQAA4MIW04CzYsUKbdy4MfR40qRJkqTdu3crLy9P8fHxeu6557R06VKdOXNGl1xyiVauXKn77rsvtE1nZ6fq6+t16tSp0Lqnn35aQ4cO1R133KHPP/9cs2bN0oYNGxQXFxfL6QAAAIdwWZZl2V3EQAsEAvJ4PPL7/UpOTra7HAAA0A+RfH4PivvgAAAARBMBBwAAGIeAAwAAjEPAAQAAxiHgAAAA4xBwAACAcQg4AADAOAQcAABgHAIOAAAwDgEHAAAYh4ADAACMQ8ABAADGIeAAAADjEHAAAIBxCDgAAMA4BBwAAGAcAg4AADAOAQcAABiHgAMAAIxDwAEAAMYh4AAAAOMQcAAAgHEIOAAAwDgEHAAAYBwCDgAAMA4BBwAAGIeAAwAAjEPAAQAAxiHgAAAA4xBwAACAcQg4AADAOAQcAABgHAIOAAAwzlC7CwAGk64zlvY1fKrWttMamzRMUzNHK26Iy+6y0E/0z/noIaKFgAP8f28cbFbZa++q2X86tC7VM0wlcydqdlaqjZWhP+if89FDRBNfUQH68i/WxS++HfYXqyS1+E9r8Ytv642DzTZVhv6gf85HDxFtBBxc8LrOWCp77V1ZPTx3dl3Za++q60xPI2A3+ud89BCxQMDBBW9fw6fd/tX4VZakZv9p7Wv4dOCKQr/RP+ejh4iFmAacVatWKTc3V8OHD9fIkSO7Pb9hwwa5XK4el9bW1l73m5eX1218QUFBDGcCk7W29f4X6/mMw8Cif85HDxELMT3JuKOjQ/Pnz1dOTo7WrVvX7fk777xTs2fPDlu3cOFCnT59WmPHju1z34WFhVq5cmXocWJiYnSKxgVnbNKwqI7DwKJ/zkcPEQsxDThlZWWSvjxS05PExMSwYPLxxx9r165dPYahrxs+fLh8Pl9U6sSFbWrmaKV6hqnFf7rHcwBcknyeLy9XxeBD/5yPHiIWBtU5OJs2bdLw4cP1V3/1V+ccu3nzZnm9Xl155ZVavny52traeh0bDAYVCATCFuCsuCEulcydKOnLv0i/6uzjkrkTuRfHIEX/nI8eIhYGVcB54YUXdNddd53z66a7775b//7v/67Kyko99thjevnllzVv3rxex5eXl8vj8YSW9PT0aJcOh5udlao190yWzxN+CNznGaY190zmHhyDHP1zPnqIaHNZlhXRdXelpaWhr556s3//fk2ZMiX0eMOGDVqyZIlOnDjR6zZVVVXKzc1VdXW1srOzIylJNTU1mjJlimpqajR58uRuzweDQQWDwdDjQCCg9PR0+f1+JScnR/RaMBt3UXU2+ud89BB9CQQC8ng8/fr8jvgcnKKionNesTR+/PhId6u1a9fq2muvjTjcSNLkyZMVHx+vw4cP9xhw3G633G53xPvFhSduiEs5l46xuwycJ/rnfPQQ0RJxwPF6vfJ6vVEtor29XS+99JLKy8vPa/tDhw6ps7NTqakcwgQAADE+B6exsVF1dXVqbGxUV1eX6urqVFdXp/b29rBxW7du1RdffKG777672z6OHj2qCRMmaN++fZKkDz74QCtXrlR1dbWOHDmi7du3a/78+Zo0aZKuv/76WE4HAAA4REwvE1+xYoU2btwYejxp0iRJ0u7du5WXlxdav27dOs2bN0+jRo3qto/Ozk7V19fr1KlTkqSEhATt3LlTzzzzjNrb25Wenq5bbrlFJSUliouLi+V0AACAQ0R8krEJIjlJCQAADA6RfH4PqsvEAQAAooGAAwAAjEPAAQAAxiHgAAAA4xBwAACAcWJ6mfhgdfbCMX50EwAA5zj7ud2fC8AvyIBz9pfH+dFNAACcp62tTR6Pp88xF+R9cM6cOaNjx44pKSlJLld0f8Tt7A95NjU1GXmPHdPnJ5k/R+bnfKbPkfk5X6zmaFmW2tralJaWpiFD+j7L5oI8gjNkyBCNGzcupq+RnJxs7P+4kvnzk8yfI/NzPtPnyPycLxZzPNeRm7M4yRgAABiHgAMAAIxDwIkyt9utkpISud1uu0uJCdPnJ5k/R+bnfKbPkfk532CY4wV5kjEAADAbR3AAAIBxCDgAAMA4BBwAAGAcAg4AADAOASeKnnvuOWVmZmrYsGHKzs7Wf//3f9tdUtSUlpbK5XKFLT6fz+6yztvvfvc7zZ07V2lpaXK5XPqv//qvsOcty1JpaanS0tKUmJiovLw8HTp0yJ5iz9O55rhw4cJuPZ02bZo9xUaovLxc3/72t5WUlKSxY8fq+9//vurr68PGOL2H/Zmjk3u4Zs0aXX311aEbweXk5Oi3v/1t6Hmn90869xyd3L+elJeXy+VyacmSJaF1dvaRgBMlW7du1ZIlS/TII4+otrZWN9xwg+bMmaPGxka7S4uaK6+8Us3NzaHlwIEDdpd03k6ePKlrrrlGzz77bI/Pr169Wk899ZSeffZZ7d+/Xz6fTzfddFPod8yc4FxzlKTZs2eH9XT79u0DWOH527Nnj+677z79/ve/V0VFhb744gvl5+fr5MmToTFO72F/5ig5t4fjxo3T448/rurqalVXV2vmzJm6/fbbQx9+Tu+fdO45Ss7t39ft379fv/71r3X11VeHrbe1jxaiYurUqdaiRYvC1k2YMMH6+c9/blNF0VVSUmJdc801dpcRE5Ksbdu2hR6fOXPG8vl81uOPPx5ad/r0acvj8VjPP/+8DRV+c1+fo2VZ1oIFC6zbb7/dlnqirbW11ZJk7dmzx7IsM3v49Tlallk9tCzLGjVqlLV27Voj+3fW2Tlaljn9a2trs/78z//cqqiosKZPn2498MADlmXZ/z7kCE4UdHR0qKamRvn5+WHr8/PztXfvXpuqir7Dhw8rLS1NmZmZKigo0B//+Ee7S4qJhoYGtbS0hPXT7XZr+vTpRvVTkiorKzV27FhdfvnlKiwsVGtrq90lnRe/3y9JGj16tCQze/j1OZ5lQg+7urq0ZcsWnTx5Ujk5OUb27+tzPMuE/t1333265ZZbdOONN4att7uPF+SPbUbb8ePH1dXVpZSUlLD1KSkpamlpsamq6Lruuuu0adMmXX755frTn/6kv//7v1dubq4OHTqkMWPG2F1eVJ3tWU/9/PDDD+0oKSbmzJmj+fPnKyMjQw0NDXrsscc0c+ZM1dTUOOoOq5ZlaenSpfrOd76jrKwsSeb1sKc5Ss7v4YEDB5STk6PTp0/roosu0rZt2zRx4sTQh58J/ettjpLz+ydJW7Zs0dtvv639+/d3e87u9yEBJ4pcLlfYY8uyuq1zqjlz5oT+fNVVVyknJ0eXXnqpNm7cqKVLl9pYWeyY3E9JuvPOO0N/zsrK0pQpU5SRkaHXX39d8+bNs7GyyBQVFekPf/iD3nrrrW7PmdLD3ubo9B7+xV/8herq6nTixAm9/PLLWrBggfbs2RN63oT+9TbHiRMnOr5/TU1NeuCBB7Rjxw4NGzas13F29ZGvqKLA6/UqLi6u29Ga1tbWbsnVFCNGjNBVV12lw4cP211K1J29OuxC6qckpaamKiMjw1E9vf/++/Xqq69q9+7dGjduXGi9ST3sbY49cVoPExISdNlll2nKlCkqLy/XNddco2eeecao/vU2x544rX81NTVqbW1Vdna2hg4dqqFDh2rPnj36p3/6Jw0dOjTUK7v6SMCJgoSEBGVnZ6uioiJsfUVFhXJzc22qKraCwaDee+89paam2l1K1GVmZsrn84X1s6OjQ3v27DG2n5L0ySefqKmpyRE9tSxLRUVFeuWVV7Rr1y5lZmaGPW9CD881x544qYc9sSxLwWDQiP715uwce+K0/s2aNUsHDhxQXV1daJkyZYruvvtu1dXV6ZJLLrG3jzE/jfkCsWXLFis+Pt5at26d9e6771pLliyxRowYYR05csTu0qJi2bJlVmVlpfXHP/7R+v3vf2/deuutVlJSkmPn19bWZtXW1lq1tbWWJOupp56yamtrrQ8//NCyLMt6/PHHLY/HY73yyivWgQMHrB/+8IdWamqqFQgEbK68//qaY1tbm7Vs2TJr7969VkNDg7V7924rJyfH+rM/+zNHzHHx4sWWx+OxKisrrebm5tBy6tSp0Bin9/Bcc3R6D4uLi63f/e53VkNDg/WHP/zB+sUvfmENGTLE2rFjh2VZzu+fZfU9R6f3rzdfvYrKsuztIwEniv7lX/7FysjIsBISEqzJkyeHXc7pdHfeeaeVmppqxcfHW2lpada8efOsQ4cO2V3Wedu9e7clqduyYMECy7K+vLyxpKTE8vl8ltvttr773e9aBw4csLfoCPU1x1OnTln5+fnWxRdfbMXHx1vf+ta3rAULFliNjY12l90vPc1LkrV+/frQGKf38FxzdHoPf/zjH4f+vrz44outWbNmhcKNZTm/f5bV9xyd3r/efD3g2NlHl2VZVuyPEwEAAAwczsEBAADGIeAAAADjEHAAAIBxCDgAAMA4BBwAAGAcAg4AADAOAQcAABiHgAMAAIxDwAEAAMYh4AAAAOMQcAAAgHEIOAAAwDj/Dx/1LkJJVH2gAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.scatter(x, y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%load_ext autoreload\n",
+    "%autoreload 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "from utilities import *"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[  0.           0.        ]\n",
+      " [ 10.           0.        ]\n",
+      " [  5.          -8.66025404]\n",
+      " [ 15.          -8.66025404]\n",
+      " [ 10.         -17.32050808]\n",
+      " [ 20.         -17.32050808]\n",
+      " [ 25.          -8.66025404]\n",
+      " [ 30.         -17.32050808]\n",
+      " [ 35.          -8.66025404]\n",
+      " [ 30.           0.        ]\n",
+      " [ 40.           0.        ]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "coordinates = np.array([x,y]).T\n",
+    "print(coordinates)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "WARNING: You should have 10 triangles --> currently only 9\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "\n",
+    "mesh = Mesh(coordinates, length)\n",
+    "mesh.define_triangles()\n",
+    "mesh.get_all_sides();"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "WARNING: You should have 10 triangles --> currently only 9\n",
+      "All triangles seem to be defined correctly!\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "mesh.try_triangles()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Refining mesh...initial status:\n",
+      "  refinements:  0\n",
+      "  points:       11\n",
+      "  triangles:    9\n",
+      "  sides:        19\n",
+      "  side length:  10\n",
+      "Refinement complete...final status:\n",
+      "  refinements:  1\n",
+      "  points:       30\n",
+      "  triangles:    36\n",
+      "  sides:        65\n",
+      "  side length:  5.0\n",
+      "Time taken for refinement: 0.394123 seconds\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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Era1tottNmDCBOnXqULNmTfr164elpSXz5s3j8uXLrF27Vj0bGnuG8NdffyVLlixYW1uTL18+XFxcKFmyJFu2bGH+/PmUL18erVZLhQoVkv3aixUrxvfff8/MmTOxsLCgdu3aXL58malTp+Lg4BAv5tiEKyX9dN/WsGFDli9fTtGiRSlVqhRnz55lypQp5MyZ87325+zsTJ8+fZgwYQJOTk40btyYR48eMWrUKLJnz673HunVqxebN2+mWrVq9O7dm1KlShETE8ODBw/466+/6Nu3L5UqVQJ0PwJ2794dr7727dszd+5cmjdvzsSJE3Fzc2PevHncuHGDv//+W2/dkSNHMmrUKA4cOPDOWftGjBjB8+fPqVatGp6envj7+7Nnzx4WLVpE8+bNKV++vLpuv379WL16Nc2bN2fMmDHkzJmTTZs2sW3bNqZOnYqNjY3evk+cOKG+V4T44Bn5ZjghhBElNurCRx99lOD6CY26sHTpUqVIkSKKlZWVkj9/fmXChAnKkiVL4o2QkCdPHqVBgwbJ2ueRI0eUSpUqKVZWVoqHh4fSv39/ZdKkSQqg+Pv7v3PbyMhIZerUqUrp0qUVa2trxd7eXilatKjSqVMn5datW4qi6O7Ob9y4sZInTx7FyspKcXFxUapXr65s27YtiRaLex2bNm1SPvroI8XS0lLJmzevMn36dL31Ehp1Ifa11apVS7Gzs1NsbGyUypUrK9u3b49Xz8yZM5V8+fIpZmZmevvx8/NTmjVrpjg6OioajUZ58zCenNeuKIoSHh6u9O3bV3Fzc1Osra2VypUrK8ePH1fy5MmT6uHF3h7dQFEU5dWrV8qPP/6ouLm5Kba2tsr//vc/5ciRI/H+/WJHXdi4cWOSbRkTE6OMHTtWyZkzp2JpaamUKlVK2bFjh1K6dGmlcePGetsHBQUpw4YNU4oUKaJYWloqWbNmVUqWLKn07t1befbsmbrevn37FEA5depUvNfw7NkzpU2bNoqzs7PaZnv37o23Xt++fRWNRqNcu3btne21bds2pXbt2oq7u7tibm6u2NvbKxUrVlRmzZqlREZGxlv/wYMHyjfffKM4OTmpr3fp0qXx1ouJiVHy5MmjdO/e/Z31C/Gh0CjKW6O6CyFEBlS3bl3u3bvHzZs3jRpH3rx5KVGiBDt27DBqHCI+b29vihYtyogRIxgyZMh77aNUqVJ88sknzJ8//722r1ixInny5ElWV5v0sG/fPurWrcuVK1coWrSoUWIQIiORrgtCiAynT58+lC1blly5cuHn58fq1avZu3cvS5YsMXZoIoO4ePEia9eupWrVqjg4OHDjxg0mT56Mg4MDP/7443vvd/LkyTRu3JihQ4emuGtFQEAAFy9ejDe1ryGNHTuW9u3bS5IrxH8k0RVCZDjR0dH88ssvPHv2DI1GQ/HixVm5ciXff/+9sUMTGYSdnR1nzpxhyZIl+Pv7kzVrVmrUqMG4ceOSNRRdYr744gumTJmCt7d3ihNdBwcHwsPD37vu1Hr16hXVq1ena9euRotBiIxGui4IIYQQQgiTJMOLCSGEEEIIkySJrhBCCCGEMEmS6AohhBBCCJMkN6O9JSYmhidPnpAlS5ZkT4MqhBBCCCEMR1EUAgMDyZEjxzsnEpJE9y1PnjwhV65cxg5DCCGEEEIk4eHDh+8cIUUS3bdkyZIF0DVcQtNhprXIyEj++usv6tati4WFRbrXl1lIuyRO2iZh0i6Jk7ZJmLRL4qRtEibtkjBjtEtAQAC5cuVS87bESKL7ltjuCg4ODgZLdG1tbXFwcJAPzRukXRInbZMwaZfESdskTNolcdI2CZN2SZgx2yWpbqZyM5oQQgghhDBJkugKIYQQQgiTJImuEEIIIYQwSZLoCiGEEEIIkySJrhBCCCGEMEmS6AohhBBCCJMkia4QQgghhDBJkugKIYQQQgiTJImuEEIIIYQwSZLoCiGEEEIIkySJrhBCCCGEMEmS6AohhBBCCJMkia4QQgghhDBJkugKIYQQQgiTJImuEEIIIYQwSZLoCiGEEEIIkySJrhBCCCGEMEmS6AohhBBCCJMkia4QQgghhDBJkugKIYQQQgiTJImuEEIIIYQwSZLoCiGEEEIIkySJrhBCCCGEMEmS6AohhBBCCJMkia4QQgghhDBJkugKIYQQQgiTJImuEEIIIYQwSZLoCiGEEEIIkySJrhBCCCGEMEmS6AohhBBCCJMkia4QQgghhDBJkugKIYQQQgiTJImuEEIIIYQwSZLoCiGEEEIIkySJrhBCCCGEMEmS6AohhBBCCJMkia4QQgghhDBJkugKIYQQQgiTlKkS3cOHD/Pll1+SI0cONBoNW7du1XteURRGjhxJjhw5sLGxoUaNGly5csU4wQohhBBCCKPKVIlucHAwpUuXZs6cOQk+P3nyZKZPn86cOXM4ffo0Hh4e1KlTh8DAQANHKoQQQgghjM3c2AGkRL169ahXr16CzymKwsyZMxk6dChNmjQBYMWKFbi7u7NmzRo6depkyFCFEEIIIYSRZapE9128vb159uwZdevWVZdZWVlRvXp1jh07lmiiGx4eTnh4uFoOCAgAIDIyksjIyPQN+r963vy/0JF2SZy0TcKkXRInbZMwaZfESdskTNolYcZol+TWpVEURUnnWNKFRqPh999/5+uvvwbg2LFjfPLJJzx+/JgcOXKo6/3000/cv3+fP//8M8H9jBw5klGjRsVbvmbNGmxtbdMldiGEEEII8f5CQkJo1aoVr1+/xsHBIdH1TOaMbiyNRqNXVhQl3rI3DR48mD59+qjlgIAAcuXKRd26dd/ZcGklMjKSvXv3UqdOHSwsLNK9vsxC2iVx0jYJk3ZJnLRNwqRdEidtkzBpl4QZo11ir8AnxWQSXQ8PDwCePXtG9uzZ1eUvXrzA3d090e2srKywsrKKt9zCwsKgb2JD15dZSLskTtomYdIuiZO2SZi0S+KkbRIm7ZIwQ7ZLcuvJVKMuvEu+fPnw8PBg79696rKIiAgOHTpE1apVjRiZEEIIIYQwhkx1RjcoKIjbt2+rZW9vby5cuICzszO5c+emV69ejB8/nkKFClGoUCHGjx+Pra0trVq1MmLUQgghhBDCGDJVonvmzBlq1qyplmP71rZt25bly5czYMAAQkND6dq1K69evaJSpUr89ddfZMmSxVghCyGEEEIII8lUiW6NGjV41yARGo2GkSNHMnLkSMMFJYQQQgghMiST6aMrhBBCCCHEmyTRFUIIIYQQJkkSXSGEEEIIYZIk0RVCCCGEECZJEl0hhBBCCGGSJNEVQgghhBAmSRJdIYQQQghhkiTRFUIIIYQQJkkSXSGEEEIIYZIk0RVCCCGEECZJEl0hhBBCCGGSJNEVQgghhBAmSRJdIYQQQghhkiTRFUIIIYQQJkkSXSGEEEIIYZIk0RVCCCGEECZJEl0hhBBCCGGSJNEVQgghhBAmSRJdIYQQQghhkiTRFUIIIYQQJkkSXSGEEEIIYZIk0RVCCCGEECZJEl0hhBBCCGGSJNEVQgghhBAmSRJdIYQQQghhkiTRFUIIIYQQJkkSXSGEEEIIYZIk0RVCCCGEECZJEl0hhBBCCGGSJNEVQgghhBAmSRJdIYQQQghhkiTRFUIIIYQQJkkSXSGEEEIIYZIk0RVCCCGEECZJEl0hhBBCCGGSJNEVQgghhBAmSRJdIYQQQghhkiTRFUIIIYQQJkkSXSGEEEIIYZIk0RVCCCGEECZJEl0hhBBCCGGSJNEVQgghhBAmSRJdIYQQQghhkiTRFUIIIYQQJkkSXSGEEEIIYZIk0RVCCCGEECZJEl0hhBBCCGGSJNEVQgghhBAmSRJdIYQQQghhkiTRFUIIIYQQJkkSXSGEEEIIYZIk0RVCCCGEECZJEl0hhBBCCGGSJNEVQgghhBAmSRJdIYQQQghhkiTRFUIIIYQQJkkSXSGEEEIIYZIk0RVCCCGEECZJEl0hhBBCCGGSTCrRHTlyJBqNRu/Pw8PD2GEJIYQQQggjMDd2AGnto48+4u+//1bLZmZmRoxGCCGEEEIYi8kluubm5nIWVwghhBBCmF6ie+vWLXLkyIGVlRWVKlVi/Pjx5M+fP9H1w8PDCQ8PV8sBAQEAREZGEhkZme7xxtZhiLoyE2mXxEnbJEzaJXHSNgmTdkmctE3CpF0SZox2SW5dGkVRlHSOxWB2795NSEgIhQsX5vnz54wdO5br169z5coVXFxcEtxm5MiRjBo1Kt7yNWvWYGtrm94hCyGEEEKIFAoJCaFVq1a8fv0aBweHRNczqUT3bcHBwRQoUIABAwbQp0+fBNdJ6Ixurly58PHxeWfDpZXIyEj27t1LnTp1sLCwSPf6Mgtpl8RJ2yRM2iVx0jYJk3ZJnLRNwqRdEmaMdgkICMDV1TXJRNfkui68yc7OjpIlS3Lr1q1E17GyssLKyirecgsLC4O+iQ1dX2Yh7ZI4aZuESbskTtomYdIuiZO2SZi0S8IM2S7Jrcekhhd7W3h4ONeuXSN79uzGDkUIIYQQQhiYSSW6/fr149ChQ3h7e3Py5EmaNWtGQEAAbdu2NXZoQgghhBDCwEyq68KjR4/49ttv8fHxIVu2bFSuXJkTJ06QJ08eY4cmhBBCCCEMzKQS3XXr1hk7BCGEEEIIkUGYVNcFIYQQQgghYkmiK4QQQgghTJIkukIIIYQQwiRJoiuEEEIIIUySJLpCCCGEEMIkSaIrhBBCCCFMkiS6QgghhBDCJEmiK4QQQgghTJIkukIIIYQQwiRJoiuEEEIIIUySJLpCCCGEEMIkSaIrhBBCCCFMkiS6QgghhBDCJEmiK4QQQgghTJIkukIIIYQQwiRJoiuEEEIIIUySJLpCCCGEEMIkSaIrhBBCCCFMkiS6QgghhBDCJEmiK4QQQgghTJIkukIIIYQQwiRJoiuEEEIIIUySJLpCCCGEEMIkSaIrhBBCCCFMkiS6QgghhBDCJEmiK4QQQgghTJIkukIIIYQQwiRJoiuEEEIIIUySJLpCCCGEEMIkSaIrhBBCCCFMkiS6QgghhBDCJEmiK4QQQgghTJIkukIIIYQQwiRJoiuEEEIIIUySJLpCCCGEEMIkSaIrhBBCCCFMkiS6QgghhBDCJEmiK4QQQgghTJIkukIIIYQQwiRJoiuEEEIIIUySJLpCCCGEEMIkSaIrhBBCCCFMkiS6QgghhBDCJEmiK4QQQgghTJIkukIIIYQQwiRJoiuEEEIIIUySJLpCCCGEEMIkSaIrhBBCCCFMkiS6QgghhBDCJEmiK4QQQgghTJIkukIIIYQQwiRJoiuEEEIIIUySJLpCCCGEEMIkSaIrhBBCCCFMkiS6QgghhBDCJEmiK4QQQgghTJIkukIIIYQQwiRJoiuEEEIIIUySJLpCCCGEEMIkSaJrRNHRcPSo7vHRo7qykHZ5F2kbIUR6k+NMwqRdEpbR28UkE9158+aRL18+rK2tKV++PEeOHDF2SPFs2QJ580KDBrpygwa68pYtxozK+KRdEidtI4RIb3KcSZi0S8IyQ7uYXKK7fv16evXqxdChQzl//jyffvop9erV48GDB8YOTbVlCzRrBo8e6S9//Fi3PCO9QQxJ2iVx0jZCiPQmx5mESbskLLO0i8klutOnT+fHH3+kQ4cOFCtWjJkzZ5IrVy7mz59v7NAA3Sn9nj1BUeI/F7usV6+Md+o/vb3dLsp/D2JiYj7odoG320b/jfOht40QIm0k9N0UExMDfNjHmcS+sz/076bMlMuYGzuAtBQREcHZs2cZNGiQ3vK6dety7NixBLcJDw8nPDxcLQcEBAAQGRlJZGRkmsd49Cj4+oKNja5s436DP/74g7Co9mChS2MePgMnN7B4618nb7G89PPqp7dsas+p3Lt2L8l667WuR4PWDdRyaHAo/Rv3T1bMfWb2IX/x/Gr53OFzLB27NMntrGytmLZ1mt6y1dNXc3zP8XjrRkZBYCBgAcREERYZzbBh+YiIbo3GqTxK0L+JtkusKl9U4bs+3+kt6/t1X8JDwhPe4A3th7WnXLVyavnu1btM7zU9ye0Apvw+BRs7G7W8c+VOdq/cneR2yf33VNvGXIHoIEIjzNiypQU2NnXUdXx84PBh+N//khWySYr9vKbH5zazk7ZJmLRLHL3vJvNgFKcf+PbbPcTYloSou+/8boIP4PhroSuHRoXTtq05ETEasNBKu/zXLmFR8McfXxn0eym5n1uTSnR9fHyIjo7G3d1db7m7uzvPnj1LcJsJEyYwatSoeMv/+usvbG1t0yXOtWv1y3PmPESJ9NNbFqhfBCCbUzZs7+nHFPwsGL8XCaz8lqhHUfrbhpCs7QDMH5jrtYXmoSZZ29rY2MSLN/xJeLLrvXz5MgDultd4/l/7JNQub+777fr8n/sTGhqaZF2ahxq9bc0fmCc7Tpv7NnrtE/UoKlnbvve/Z3QkO3bsoESJe/Ts2RMzMzMAAgJg165khWzS9u7da+wQMixpm4RJu+isXQtbtmzh6NGj3L17FwArLkFkXFKW2DH4gzn+Aq9fx1/2obeLAgQHB7N0qf5nKT2/l0JCQpK1nkklurE0Go1eWVGUeMtiDR48mD59+qjlgIAAcuXKRd26dXFwcEjz2I4ejeu0rTOV0NC/dQ+1NqDVvcGyOoC5hf62jjkcsSpqFW+Zi79LkvU65HXQ2zY6KBoX96S3A7AtaKu3rd1Tu2Rta2NrEy/erLmzJrhtVCS8DgCig0DR/6X7/Plz0DqBVptgu7y577frc/FwITQk6QOKXX47vW1to2yT3T5Wha2wso/b1iGvQ7K2Te6/Z1QkvPaPgZhX6jI/Pz8OHz7M8eOtMDdvD8DOnXJGd+/evdSpUwcLi0TeJB8oaZuESbvEOXoU6tW7R3h4SyDuGBweHg5aO9BaAwl/N4GJH38DgKhXQMxbe9GCuRPwAbeLEgXRusz/8OHD7N27lLAwS3W99Pxeir0CnxSNoiTUwyJzioiIwNbWlo0bN9K4cWN1ec+ePblw4QKHDh1Kch8BAQFkzZqV169fpzrRDQoKYtiwYWzYsAE/Pz+KFi3KgAGDGDjwGx4/1vVjsbK6QGRkeV1fKI0V5FqCaw5XViyH/07UZRohQSGsmbuGu9fucufqHV6/es133b+jdY/WeutdPnOZvVv2cufqHe7fvE9kZCRL/15O3/6WvDr/HbH9UK2trQkLC9NtZPURrmWnZcp2SYmE2rDVz9+xYeUVogIu6FbS2kBM7EHSFbhNrlxZ8fY27bZJSmRkJLt27aJ+/foffNLyNmmbhH2o7XLq1CmGDx/OsWPHUBSFjz/+mFGjxvL5FzMJC90EgMbCEyXysW4DjTXk2YSrh3mmOwZfOH6B/X/s5+r5q7x8+hJ7B3sKlSjEd92+o1CJQup6iqKwZ8Medq7dyZN7TzCzMCNvobw0+bEZUyb6EXLPS11Xo9Go95Hg3AnXwo0zXbtA8r+zAW5ducWSyUu4fuE6ZmZmlKpcmqvPO/D65jQIuwLADz/8wPr1vxIaaoFGAzlzkq7fS8nN10zqZjRLS0vKly8f7zLU3r17qVq1qsHjadKkCStWrGDEiBHs3r2bjz/+mO+++5ZmzdYAoNGAVvsR9erV022ghIPfMjp3ynwfGIAA/wB2r99NZEQkVepUSXS9C8cvcP7YedxyuFGsXDEAtGZgFzgW9WYrM0f9vtbhV6hf81KmbJeUSKgN/V76xiW5gEWO/m+8n32AscycmTnfM0IIwzp9+jTVqlUjNDSUlStXsnLlSsLCwqhdu6aa5GKWFYs8UzA3/++irxIGvnMz5XfTjjU7eP74OV+3+Zoxi8bQeWhn/H396dW8FxeOX1DXW+m1Eq9hXhQpVYRhc4bRd2JfLCwtGNV5BOGP5qrrabN8So0aNeIqeLWMDj9GZLp2geR/Zz+885CB3w0kKiKKIV5D6D2hN0/uPSb8Tg81ydVoCtDgv8vVsRfQM8r3ksl1XejTpw+tW7emQoUKVKlShV9//ZUHDx7QuXNng8axa9cu9u7dy5o1a/j2228BqFmzJvfv32fDhv6sX9+SPn3M8PWFb775hp27joHyCoL24WLXEChm0HjTgrunO5vObkKj0fDa7zV7NuxJcL1WP7fi++7fA7Bp8Sb+PfkvNy7e4NHtq+o6FjkGUKZMcTTWhVHCbgKwc+lEWrVfnf4vxIgSasMju+PGgTazyYd5liq0bevJseOnQYnEzMyLEiU6AoWNF7gQIlMYPnw4jo6O7NmzR+3DWbNmTVxdXdV17HK3I8bCiZbffsvKlSsB0ATtoXiR1oCzMcJ+b91GdsPRxVFvWYVqFWhfuz3rFqyjTJUyAPy16S8+qvAR3Ud3V9cr979yNCnbhKjIKN0CjTkWOfrRpUs4Bw7+A0oEKBGc3uFFjRrJu7k7I0nud/ZvXr/pkv5fR2GXxQ6APIXy0PHzjuo6FhZTsbDQZbg5c+qS3CZN0v0lJItJndEFaNmyJTNnzmT06NGUKVOGw4cPs2vXLvLkyWPQOH7//Xfs7e1p3ry53vJ27drx5MkTPD1Pcu+erv9KlixZ6NF9pLrO/LHz1WFdMhONRpNoX+g3abXx33bzxsxTHxcuWYTxM8oCMMRrmLpP3+e+/L789zSKNmNKqA2DA4P/exIWbh3O6DG6GyxrN20GQHR0pF4/cyGESMw///xDjRo19G5U2rBhA9H/jQOVp1Ae1u6ow+gx0LRpU+yzOgK6S/tju401Rsip8naSC2BjZ0Pugrl5+fSluszMwgw7ezu99YICguKSXOCHPm0YO84SS0tLvmr3o7p8/7b9PH/8PO2DT2fJ+c6Ojorm1IFTfPL5J2qSC3B412H1cZ06ddm9uz6gy2m8vTNOkgsmmOgCdO3alXv37hEeHs7Zs2epVq2awWO4fPkyxYoVi7v0859SpUqpz5uZxXXSnjixI8U/Kg7AzX9vsv+P/QaN19he++o6s2s0GobPHUaJErrl/6uejdqNa6vrLZ26lIiICGOEaHBR0VF65Wr1qpEzfw61bX4e0gJnd93ZlZ07d7JnT8K/xoUQIlZERARWVnE3G/n7+zN02FC1XLdZXSwtzdTjzJAZA9Tnrp67yqVTlwwWa3oJDgzm9pXb5CkYdwLs6zZfc+bIGfZs3EPg60B8X/jS7etu6vNOrk5807mF2i6dBzTCNbvuLLiiKIz5eYxBX4OhPHnwhPCwcPIVzacue/n0JesXrlfLkydP4tNPdQnz//6XMborvMkkE92MwNfXF2fn+Jd4Ypf5+vrqLTc3N2eW1yy1vGTKEkKCkjd0Rmb29pnr2o1rky17Nr1lPcf1xNJadxdnZHgks4bP4kOwdHLcWMUWlhb0m6Q/tqG1rTUd+ndQy7169ZLxQIUQ71S8eHFOnDihHnvHjBmDz0sf9XnnbPrfW2WrlqVIqSJqeVLfSYYJNB3NGTmHsNAwvu36rbqscbvG/DziZ+aOnEvzCs357pPv9IbUGjBtQLz9DPEaoj6+feU254+dT9/AjSDQPxCALFmzqMuWTllKRFjcCae3h3TNaCTRTUfvuiSQ0HOfffYZjRo1AuDVy1d6v5hM1Y2LN9THltaW9BzXM9465ubmdByo6wvknN+Zeh3qGSw+YwkJCuHUwVNquU2vNmqy/6aajWpStExRAG7cuMG8efPirSOEELG6d+/OzZs36datG4cPH8bLy0vv+YS6lg2bo+tCZuVgRcM+DQ0VarpYMWMFB7YdoNOQTnqjLvy16S8WjF1Ao9aNmLBiAvYO9upzOfPlpGzVsvH2VbxscUp+XBI0ULBmQQqVKhRvHVMRm7NcOXuFA9sPALohRN98LqOSRDeduLi4xDtrC7rxT4EEz/YCTJs2DUtLSwqUKsBHn36UrjFmBFlzZFUfD545OF5Xj1hffv8lXlu8aDGzBd7R3oYKz2gsrSwp0VB3jcwjlwfNOzZPcD2NRkOX4V0A+KjKR3z86ccGi1EIkfm0b9+eiRMnsnLlSqpXr672zS1eTtd1LqGxVrNlz8bsrbMZ+PtAKAghkZnzauOq2atYO28tP/T5gUatG6nLA18HMnfUXL5o8QUdB3WkbNWyVG5aGa25LkUKCw1LdJ/D5gzDa7cXVbtX5frr6+n+Ggwti6PuTG6Av27M2my5slHlqypoNBo+qfoJGo0GR0dHI0aYNEl000nJkiW5du0aUVH6/SwvXdL1byoR29HnLQULFuTUqVP8tu03HPI7qAchU+Wv8Qfgl/m/UOWzxIc3AShSsghlPcoSEB7ATZ+bBojOeO4H3Cd3rdwAVKmdRLuUKsLcP+bSYVoHopyj3rmuEEIMHDgQHx8fth/ezqito5izaw458+fE2tZa7yznmwoWL0gpj1Jo0XL2yVkDR5x6q2avYtWsVXzf43u+6fKN3nOP7j4iPCycwiV1I9cERQSR88uc9NvWj8q1K+PzzIfQ4IQneMjqnJUiBYpQwLEAt17d4lXoqwTXy6xy5M6BlbUV927cAyDEMoS+4/py5twZtFotBQsWxNra2rhBJkES3XTSuHFjgoKC2Lx5s97yFStWkCNHDipVqpTotqVLl6ZU9lK42rjyPDjz3cmZHIH+gVx/fp3wKN0MPPmL5k/Wdnmc8uBu586/z//F+4Zpntn1ee7DpReXcLRxBMDWPumpqAsUL4BnFk+uvbjG49eP0zlCIURmF6OJIcQxhOye2XGwc+CfP/+hXot6WFlbJbqNvaU9RV2L8tD/IXcf3cXvZfKmozW21XNWs2rWKr7t+q06tOWbYs9iX7+gOyN79slZzDRmVMpTiYBXAdhntcfa9t3JXEmPkphjzoVnF3h492HavwgjMTM3o1KtSvzz1z/4+vsSFRNFmexlcHV25eDBgzTJSMMrJMLkxtHNKOrVq0edOnXo0qULAQEBFCxYkLVr17Jnzx5WrVqFWRK3Jdpb2lM6e2n23d2HU4QTlmaWSW6TEZw+dJqwkDD11++D2w/UcWA/rvEx1jbW+Pv6M6jtIHxe+eCaS3fX6plDZ8jqnJWszlkpVanUO+soZF+IkYNGsvjiYr7v8X2CB67M6szhM4zoNIJcFXNRs1ZNIH4bWlkm/EXkYO2Ab4gvF59fxNnSGWtr6wzfd0oIYViXL19mw4YNZCuUjauvrhL+OJwti7aQI28O2vRqk+T2hZ0Ks2bmGlb+sZL8RfIz94+5SW5jTJuXbGal10oqVKtAxRoVuXb+mt7zxcoWwy2HG5/U/YTd63cTTjhKAYVcdrmYsWAGV89epU2vNkkeS20tbMn6KitzO80l6EUQv+7+ldwFc6fnS0sTyfnObt2jNT2a9OCXjr/Qrls7Ljy8wMiRI3F1daVv377GDD9ZJNFNR1u2bGHo0KH88ssv6hTAa9eu5Ztvvkl6Y6CwS2G27tpKt3HdaPx9Yxp+l/FvApg9YjYvHr9Qy0d2H1E/NMsPLMcjpweLJy9WL4MEvQgCdHfBApSsWJIpq6e8s44/l//Jk4tPAFg3bx1N2jVJ1lnPjC4iLIJRXUcRHRXNvWP3WHZsGRC/Dd2zJ36Hq7u9O1u3baXrvK5Mnzo9U/zaFkIYTlBQEJMmTQKNbtQbtxxu1P+2Pi07tUzyrCXAk3tPuLDlAgB3rt7h5P6TVKqV+BVKYzux/wSgO4lw5vCZeM/vuaUblnHg9IH8UOsH9q3fh9Zci62tLZ55PRkwdQA1G9VMVl0bx25Uv9PGdBvDoj2L0uhVpJ/kfGebmZthZmlGkF8Q43qMw8Lcglq1ajF16lSyZcuW2K4zDEl005G9vT1eXl7x7mpNrru37jK83XAAVsxcQfWG1fWG+MiIfjv42zufDwkK4cC2A2q5ZeeWtOvbLkV1/DjgR3at20VocChRUVFM7j+ZkfNHvk+4Gcq0gdOIDNcND2ZjZ8Pmc5sTvANaiVYS3cfdi3dZ1F93cO3bty/169fP8P2nhBCGs3z5cnUs8qY/NqXjoI5JbKEvf9H8lKpUin9P/gvojlvrTq5L8FiVESR14iTW2aNn1eHEoiOimff3vHhDXSZlsNdgun7ZFdBNm3t412Gq1Tf8OP4pkdR3NsCiiYsI8g8iyD+IKVOm0K9fvyS3yUgy5jtTAFC0aFFatWoF6Pq0rp6d+ae/ndRvEtFRuhvsbOxsaNu7bYr3odVq6TYqbiDvE3+f4MHtB2kWozE8uf+EQ7sPqeWOgzu+1xfHRxU+onSV0gDcu3ePGTNmpFmMQojM7eLFiyxapPshbGNnQ9Mfm77XfobOGqoenwL8AzL9d1NMTAzTB01Xy6UrlU5xkgu6HwEfV4sb+cZrmFemnOX0Tef+Ocfxv48D4JHdg06dOhk5opSTRDeDmzRpkjpV47ZV27h/676RI3p/92/d5+S+k2q526hu730W4LOvPsMzr6daHtMtc89KM7bbWPjvRK27pzv1W9Z/r/1oNBq6DOuCRqvrTzZ23FiePHmSVmEKITIpRVHo2bOnmni1+rlVvMkhkiurc1a+/P5LtbxuwbpMPcHR6tmr1YkRtGZahswaksQWiRs0cxBm5rr7aYIDg1kyeUmaxGgM0VHRLBi3QC1PmjiJLFky9lXlhEiim8HlzJmTQYMGARATHcPCcQtRlMQvXWdkb86T7pnPk8+++ixV+xs6O27ayod3HnJwx8FU7c9Yju87zt3rd9Xym7PtvI+8hfPS4NsGAIQEhzB48OBU7U8Ikflt2bKFQ4d0V408cnnwVZuvUrW/TkM7YWOnmzAgOiqaSf0y54xpIUEhrFuwTi03at2IrM5Z37HFu9llsaNZh2Zq+fflvxMUEJSqGI1l57qdPLilu1r68ccf8/33mfPGb0l0M4F+/fqRK3cuQHcZ4dSBU0lskfEc3HFQb8iVYXOGpXqf+Yvm5+PqcZeJZv0yK9NdJoqJiWH6wLhLZmWqlKFI6SLv2CJ52vRsg52DHQC//fYbJ0+eTGILIYSpCg0N1bs7vtPQTlhaxZ9pMSW0Wi3dR3dXyyf3ncyUVxwn9YnrTmdrb8tPg39K9T7b9m6LfVbdzGox0TGM7zE+1fs0tED/QH6bGdd/18vLK8P2w05K5oz6A2NjY8O0qdPU8oLxC4iMiDRiRCkTExPDrOGz1HLFGhXJVzhfmux70Iy4y0QhgSEsnrg4TfZrKKu8VhH4Om0umb3JwcmBNj3jhgrq0aNHpvsRIIRIG9OnT+f+fV0SWrZqWSrXqpwm+63VqBY58+VUy29etcsMvG96c/JA3EmA7qO7p0kyp9Vq6T2+t1o+9885bl7KXJMcrZy1kqDXujPR33//PVWqvHviooxMEt1MolmzZvzvf/8D4On9p2xbuc3IESXfpkWb1P5bZuZmDJoxKM32bZfFjhY/tVDLuzfsTrN9p7fIiEg2Ldmklr9q8xUOjg5ptv8G3zYgVwHdlYBTp06xZs2aNNu3ECJzePz4MePH684oas20dBrWKU3H1x46540uZHcfZqobg8d1G6c+zpkvJzW/TN4wYsnxSd1PyFck7oTOkkmZp6/uvVv32LFmBwC2trZMnDjRyBGljiS6mYRGo2HWrFnqAWrt/LXvnH87o4iJiWHP5j1qucVPLdJ8zNvWPVvj5OqEx0ce/PDrD2m67/S07499RITrhvmxd7BP8TA/STG3MKfz0M5q+ZdffjH5KaWFEPomTZpESIjuREPDVg3JWyhvmu4/X+F8VKxRkSyuWWgwrgHZ82RP0/2nl0unLvHI+5FafjNhTyvDZg/DwtKCIl8U4dtJ36b5/tPL6tmriYnWXQEcPHgwnp6eSWyRsck4uplI2bJl6dChA2evnKVO1zpY22T88VG1Wi0NfmnAvsX7yKpkpXXP1ulSx+p/VnPL9xZnn5zlvt998jjnSfN60lqJ2iWocr8KlzdeZsLSCenS/6n8p+WpWLMioUoov4z5JVPMrieESDudBnTidshtTu44SeseaX/8BRi5cCSvw1+z584ezj07R6VcGXcCiVhFyhSh0o+VOLvyLOU/KZ9m3ene5JnPkz8u/cE/D//hpt9NCmYriL2lfZrXk9aaD2hOFtcs3Dh2I1PMfJYUSXQzmdmzZxMUHcT2m9t5EfQCN3s3Y4f0Tvf97hOeJZyeU3qSzyFfunVm12q1FMlWhDt+dzj//HymSHTPPT9H+S/LM7j74FTfGPIuw2YPIzA6kNeRr3kW9AwPe490q0sIkXFEREdwJ/AODTs1pEvvLul2nNFqtTjZOFHIqRC3/W5T0KUgLrYu6VJXWjn//DzF6heje5fu2FukX/Kp1Wop6VaSxwGP+ffZv1TNXTXd6koLoZGhYANTp00lv0N+rKwSnnI+M5GuC5mMlZUVLrYulHEvg2+ob4a+FH3m8BnOPD5DVuusFMlWJF2TuVjls5cnJCKErbu38s9f/6R7fe/j4Z2HHDp3iKCIIMpmL5vu7WJpZYmLrQshkSFcenYpQ79nhBBp56bvTbxfe5PLIZdBjr+lspXCXGvO0ctH2bJ0S7rX9758g325+/ouBV0K4prVNVlTH6eGo40jRVyLcO/VPVYtXIXfS790rS81Hgc+Jp9jPgo7FzaJJBfkjG6mVcSlCDd9bnLf7z4WgRbkyp/L2CHpObL7CON6jCNrzqy6fqKpHzErWeywY/+I/Ty68ggrGys2n9uMuXnGeZvHxMQwofcE7t26x8dNPqbJsCYGqzuHQw5u+t0ku3V2bMJtKFCggMHqFkIYTlBQEPce3+Ni2EUcLB2wNEv/JBfA0tKSG6tucGTzEVCgeLniFC1T1CB1J9c/f/1DUM4gLDQWlHYrbbB6LR5bsOnnTYT4hXBu/zmmr5+e9EYG5O/rz+uQ15jbmVPKo5RJdXOTM7qZlLWFNf6X/Bn5zUgG/zA4Q92YFhUVxdQBUwF4/eg1gU8DDVa3paUlz249AyA8NJw5I+YYrO7kWDhuIXev3SUmKgbvY94GPZjYWdhx/u/z1Py4Jo2bNJYzu0KYqPHjx1O+dHlWzFiBA2k3kktyPL78WJ3lcUKvCQatOynXL1xnzM9jmN1yNsGngrGwsDBY3ZERkYT46W4KvHruKhdPXDRY3cmxdOpSejTswdlNZ3GzythdIlNKEt1MbPOKzbx48AKfpz5sXrzZ2OGo5oyYQ3hYOAAWlhZ80fwLg9VtaW1J215t1fKfm/7E97mvwep/l9d+r9m+artartO4DhaWhjvQKorCwdUH8Xnmw6V/L7F4ceYac1gIkbS7d+8yffp0IsIjOLDmAAGvAgxa//B5w+G/0cueP37OzrU7DVr/u8Qm3lFhUZz83bCT6JStWpYipeIubU7qk3Fmkrt1+RZ7N+8lPCSc9b+uJzDQcCenDEES3UxKo9Ewc+ZM9Yzg+l/X8/LpSyNHBb7Pfflz459quU2vNlhaG+ayWazmHZvjlM0JACVGYWz3jDGI+fge49VJGxycHPi+u2GnU9RqtXQZ3kUtDx02FH9/f4PGIIRIX/369SM8XHeioUm7JuTIk8Og9WfPlZ3q9aur5V8n/EpUVJRBY0jIzrU7ef74ua6ggeFzhxs8hmFzhqlDhPq99MsQ/ZgVRWHemHkoiu40/MgRI8mWLZuRo0pbkuhmYsWKFaNbt24ARIRFsHTKUiNHBGO6jVE/MM7ZnGnesblR4hg4baD6+Nr5a0a/THT9wnUunoyLoe+kvmk6aHtylahQgmr1qwHg6+PL6NGjDR6DECJ97N+/n99//x0AR1dHvunyjVHi6Duxr3q1Kjw0nNnDZxsljlhRUVH8Ov5XtVyjQQ2y5zL8eL/ZsmejTpM6annZtGVEhEUYPI43Hdp5iGvnrgFQuHBhfv75Z6PGkx4k0c3kRowYgbOLMwAHth/gytkrRovlwvELXL9wXS0PnD7wHWunrzJVyujdBDGxj3FndhnXI24GngLFC1CppvHGmewwsIN6ln327Nlcv349iS2EEBldVFQUPXv1VMvt+7VP88l5ksvS2pI2veKmIP9r819G7UI2e/hsve50fSb0MVosPcb2wMpaN5pBZEQk0wcb76a0sNAwFk1apJZnzpyJpaVhr8AagiS6mZyTkxPjxsYlUfPHzFcvjxvapL5xfY6KlS1G6cqGu6M1IcPnDFfPmr56+Upvul1D2r5qu9qtRKPRMGzOMKPEEcsth5s6bXJUVBS9e/dOYgshREa3aNEiLl+6DEDBEgWp3bi2UePR60KmKIzpNsYocbx8+pK/Nv+lltv2aWvw7nRvMjc356chP6nlgzsP8vThU6PEsnHRRnyf6X6A1KtXj3r16hkljvQmia4J6NChAyVKlgDg9pXb/L3lb4PHsHHRRl69fAX8l8zNNm4yB+Di7kLdpnXV8orpKwx+mSgqKkrvF7OxLpm9rVmHZrh6uAKwZ88edu3aZeSIhBDv69WrVwwbHnfM7Tq8a7pNzpMSg6YPUh9fv3CdC8cvGDyGcd3HxXWnc3Om2Y/NDB7D2xp824BsOf7rB6vAmJ8N/yPgxZMXbPh1A6BLvmfMmGHwGAzF+J8EkWrm5uZ4zfRSy0unLiU4MNhg9UdHRbN5adyoD3Wb1cXFPWPMitN9THesbHSXiaKjo7l24ZpB69+6bKuaXFtYWdB7UsY4e2ptY02HgR3Ucq9evYiIMG5fMSHE+xk1ahR+vrpJCGp+WZPi5YobOSKd0pVL63UhO33otEHrP3/sPNcvvtGdbprxutO9bajXUPXx8yfPDX78XTxpMZHhkQB0796dIkUMNNi9EUiiayJq1apF48aNAQh8HWjQvrreN7wJCdaND5jVJSvdR3c3WN1JMTc3p/PQzhSuVJjmy5rjXsLdoPWfPXVWfdy+b/sM1f+peoPqFCtXDICHjx5y/vx5I0ckhEip8PBwdu7WDeFlZW1F+/7tjRyRvuFzhpO7cG4aTGlAhbYVDFr3jjU71McZoTvdm4qWKUqNhjWo1LISLZe1NGjdga8D+ff0vwC4uLrwyy+/GLR+Q8s4U0aJVJs2bRoRMRFU/aEqefPnNVi99nns+XLWl9zfcp9WP7TKUDORAdRrWY96Levxx40/OPPoDA2LNjRY3dX6VMO5nDPWz6xp3K6xwepNDo1GQ9fhXVm7eC3NejSjUKlCxg5JCJFC5ubmTN08lWXzl+Hm4Ea27BlraCgXdxd+3fkrxx4c44bPDYq4FsHWwjA3yTUc0hAKwuX1lzNEd7q3DZoxCN8QX/be2cu/L/+lgqdhfghY2VsxdN1Qbm6/SZVSVXB0dDRIvcaSsTISkSr58uVjx9YdHH9wnBOPT+Bo5WiQmbdOPTqFW3Y3Os7qmO51pUYZtzL88+AfbvrcpLBr4XSv747vHfwj/Gnasin5nfOne33vo1CJQvwy8xeu+1zn32f/UiNfDWOHJIRIgTuv7vAw5CFtu7U1WAL5Pkp5lOLR60ecfXKWT/N8mu71BUUEccP3BjWb1mR4L8OPmZtcLrYu5HPMx61XtyjgXAAnG6d0r/NJ4BMKZC9Aj6k9DDY9tDFJ1wUTVNKjJG62bjwPfp6u9dy/dZ+50+fyOvA1ZdzKpGtdaSGPUx7c7dzZsXMHfb/pm66jU/w28zf2n96Pk61Thk1y35TDPgc3Xt7gwesHxg5FCJFMoRGhXHh6ASutVYZOcgHsLe0p6lqUazev8XOTn3ly/0m61nf2yVnMNGaU8yiXrvWkhXIe5dDGaJkzeQ5ew7yS3iAVgiKCiIqJopR7qQ8iyQVJdE2SvaU9pbOXxifAh83LNxMdFZ3mdcTExDCm2xi2z9/Ojj470PgafvKD9/HnmD/5a+xfXDl7hVWzVqVLHVuWbmHN3DVs6bmFh9sfpksdac3B2oEoojhx+wRz5sxR71IWQmRMv//+O7tP7OZJ0BM8s3gaO5xkubnrJlt+3sKdS3fSbaSBJ/efMKb3GO753KOIi+G6SaSGEq2w4ccN/LPqH3av3839W/fTpZ4D2w5w+cZlCjsXJm/WvOlSR0Ykia6JenThEVO/m8qicYvSZa7xlV4reXT3EQDRYdG45zTsTV7vK3/huLOr6xeuJyQoJE33HxEWwdKpuhnqlBgFzxyZ4wsI4MHxB3So04Hu3buzefPmpDcQQhjF8+fPaftDW1p81oI9c/dkiKHEkqNkhZLw329o7xveHPv7WJrXMebnMfyz4x82tN1AwL8Bab7/9GBpbYmTU1yXhbHd0n7a+sf3HjN14FTGfTuOfSv3GaRbY0aROT4dIsUcHRx58eQFoLuMHvAq7T7wwYHB6vh7AHUa11Fnesnofhr8kzpbUHRUNBN7p+2MaVP6TyEqUjevu7WtNXWb1U1ii4zD1tqWwFeBAPTt15fQ0FAjRySESMiwYcMIDAgkOioaTaTGKNOJv48ipYtQpkoZtTxj0Iw07UJ27O9jeN/wBiA6Ihq3HG5ptu/0NnRO3HBjD+8+5MD2A2m6/4XjFxIdFU1keCQWMRZpuu+MThJdE1W5cmVat24NQFBAEKtmp91l+kl9JqndIWztbek4KGPfhPYmrVarN/zZqYOn8L7pnSb7fuz9mCN7jqjlzsM6Z7gRKN6lUq1KlPtE15/twf0HTJ9uvKkphRAJO3/+PEuWLAHAxt6Gtr3bGjmilBkyawhaM13qEfg6kJVeK9NkvzExMcwYFDfpQdmqZSlcMv1vOk4r+Qrn05safvYvs9PsR8CZI2c4deAUADk8czBo0KAktjAtkuiasAkTJmBrpzt7uWPNDu7dvJfqfXrf9ObUwVNquceYHpnmslmsml/WJFf+XGp5XLdx71g7+d6c4jJ7rux80fyLNNmvoWg0GjoN7aR+CY0fP57Hjx8bOSohRCxFUejRo4fah/77bt/j5Jr+d+mnJQdHB75u87Va3vDrhjSZ4Oi3mb8R+Fp3RUprpmWw1+BU79PQBk4fiJm5rktBSFAIiyYuSmKLpEVFRrFg7AK1PHnSZOzs7FK938wkc2UoIkU8PT0ZMngIADHRMSwYtyDVNxm92XcoV/5c1GhYI1X7M5Zhc+LGVHzk/Yj92/anan///PWP3g+JobOHJr5yBpanUB4attKNMxwSEvLB/fIXIiPbuHEjR48eBSB7nuw0at3IyBG9nw6DOmCbJe26kAUHBrNx0Ua13PiHxjg4OqRqn8Zga29Ly05xk0f88dsfBPinrtvhjjU71PtpKlWqRKtWrVK1v8xIEl0T16dPH/LkyQPAhWMXOLH/xHvva98f+3jsHXeGb/jcjDs2YVLyFMpDpc/S5jJRTEwMMwbHXTIr979yFPyoYKpjNJbWPVpjn9UegFWrVnH8+HEjRySECAkJoV//fmq589DOWFhmzr6WWq2WHqN7qOXTh05z9/rd997fxN4T1e50dlns+HHAj6mO0Vi+7/G9mqTHRMcwrvv7X3F87fdar2vIrFmzMk1/7rQkia6Js7GxYdq0aWp54biFRISnfE7tmJgY5oyYo5YrfVaJ3AVzp0mMxjJwatxlotDgUBaOW/he+1kxYwVBAUGA7pLZEK8haRajMWRxzKLX769Hjx7pOuawECJpU6dO5eED3XCF5f5Xjoo1Kho5otSp0bCGfhey90zo7l6/y+lDp9Vyz7E9M113ujdptVr6Tuqrli+euMj1C9ffa18rZ61Uu4W0bduWihUz93vmfWXed4NItiZNmlCtWjUAnj18xh8r/kjxPg5sO0BosO4ufDNzMwZOHZimMRqDrb0t33T+BgCtuZYsbllSvI+I8Aj+3PynWm7yQxPsHezTLEZjqd+yPnkK6a4EnDlzhpUr0+aGESFEyj18+JCJE3WX97VmWjoP7WwSZ+bevCroms/1vfbxZoKcq0AuqtWvluq4jK1SrUrkL6obCtPGyYYYJeUnGrxveKtDi9ra2TJ+/Pg0jTEzyTy3hIv3ptFo8PLyonz58phZmBEeE57ifQSGB2Jpb0lEUAQ/DvhRHaIrs/uu+3eEhYaR5fMsuNi5pHj7wNeBZPXMiv9Lf3IXzE37Ae3TIUrDMzM3o/OwzgxuOxhbe1uCw1N/s4gQ4v34+Pjg5unG/dv3afR9o0x/NS1W7oK56TCoAxQCxVkhJDIkRRM8xMTEEGMelwQOn5N5u9O9bfi84ezeuhvratZEuUWlePuAVwE4eTjh98SPYUOHkSNHjnSIMnOQRPcDUaZMGRYvXkyWIll4rE35nfR2Ze1oMa8F9jft+brt12kfoJFotVo6DurIjZc3OPvkLPf97pPHOU+ytw+3Dqf60OpY3LagQskKmfqS2dvKVi1L1xFdyVEpB2U/KmvscIT4YDnmdaTvir5c2nOJul9lnrG5k6PZj814FfqKPXf2cOnZJSrlqpT0Rv8JiQqh3uR6+J33w+KZhcn8AADdyD3tu7fnyP0jXPe5Tn6X/NhbJv9qoUsxF2b8MYMXh17Q7edu6RhpxieJ7gekXbt2+IX6se3GNl4EvcDNPunBtBVF4cGrB7wMfcnHBT+mSJUiBojU8IpkK8Idvzuce36OHFlyYGGR9E0eiqJw5skZstpmpUGzBgaI0vAafd8I3xBfrr68Sj7nfHjYexg7JCE+KBHREVx6dgkzCzOatmlq7HDShZONE4WcCnHb7zYFXQriZO2UrJMGV55fIUaJ4Zvm3+Bo45j+gRpB+Rzl2RawjX+f/UvlnJWT1S6hkaGERIXweYHPKVwh84wlnF5M5/STSBZnG2fKuJfBL9SPiOikb0qbOnAqC6cvxA47imQzzSQ3Vvns5bm6/yrNP27O9lXb37nujX9v0LVZV+5dvUcZjzKGCdBIXGxdCIkM4dKzS0RHRxs7HCE+KDd9b+L92ptcDrmSXjkTK5WtFIFPAunesDuD2yY9Bq5vsC93/e9S0KWgySa5ALYWthRyLsTGGRtpXKYxL5++THKbZ4HPKOBUgAJOBQwQYcYnie4HqIhLERw1jswbP4/Duw4nut72ldvZ9/s+zq0/x86hO1M9Bm9Gd2zLMY7MPEJYcBiLJi0iKirhflExMTEM7zAc73+92TVoF08vPjVwpIaXM2tOznmfo+1Pbdm/P3VjDgshkhYQEMDXTb5m24FtOFg6YGlmaeyQ0lXQ6yC2dN+C30M/Lp64yNXzVxNd95eOv/BLp18gDEq7lTZglMaxuu9qru24Rnho+DtHp/B94cuIriPweeRDaffSmJmZGTDKjEsS3Q/Qa7/X9P+qP3t+28PCCQsJCwmLt05UVBSLJsfNyvLJZ5+YxF2+79KgVQMsrHRdFiLCIvAa6pXgevNHzyfglW4Qb7ssdpSpXMZQIRqN7wNfRjcbzeqlq+nRs0eiPwKEEGlj3Lhx/PH7Hwz7dhjndpwzdjjpzjmbM/mL51fL43smPErA1fNXOXXwFHdO3mF129VER5r+Vaa2veKGe7x+8ToXjl9IcL1lU5dxcu9JRrYcycl9Jw0UXcYnie4HyMPDgwrlKwDg+8xXb0aZWF5DvYgI03VtsLCy4NufvzVojMZgaWlJuz7t1PLfv/8d7zKRv48/O9buUMtN2zfF3ML0u7p75vMkR27dXbtXLl9h0aLUT00phEjY7du3mTlzJgDmFuaU/1954wZkIL/M/UU9oeLz1IdtK7fFW+fNBDhv4bxY21obLD5jKV25NMXKFlPLk/pOirfOjYs3+Pv3vwGwt7dXhxQVkuh+sGbMmIG5uS5B27BoAy+evFCfe/n0pfqBAWjXtx2WlqZ92SxWk/ZNcHZzBnQ3m7055THAuB7jUGJ0XTiyOmel1c8fxnSKWq2Wrr90VcvDhg/Dz8/PiBEJYbr69u1LRITuREPTH5uSPXd2I0dkGO6e7nrTyi+etFhtB4BtK7fh89QH0A2bmZln50ypYbOHodHqfgS8evmKDb9uUJ9TFIV5Y+ap5dGjRuPq+n7jEpsiSXQ/UEWKFKFHD90UjJHhkSyetFh9bszPY9T+uM5uzjRp18QoMRrLwGlxk2Hc+PcG54+dB+DK2StcOn1Jfa7/1P4Gj82YipctTs1GNQHw8/Vj1KhRRo5ICNOzd+9etm3Tncl0yuZEy04tjRyRYfWe2Fud2jgiPIJZw2fpHkdE6H1P1fyyJu6e7kaJ0Rhc3F34ovkXavk3r9/Uq64Hth3gxsUbABQtWpQuXboYJcaMShLdD9jw4cNxzab71Xd412G2rr3M0rnnuHnpprrO4BlJ3/1qakpXLk3xcsXV8qS+k7l4EUZ0nqAuK1SiEBU+rWCM8Iyqfb/2WFlbATB37lyWL7/K2rVw8CDIgAxCvJ/oaN1naNWqKDr+1Etd/mP/H7GxszFaXMZgaWlJu35xXcj2/b6PQ/tfMqTDLHX6egsrC3pN6GWkCI3n55E/Y2WjO/5GRUQxrNNU/twdyvxxcT8AZs6cmazhMT8kkuh+wBwdHRk/Lq6/04Kx89gwa7JazlmwOCUrljRGaEY3bE7cZSJ/n1cMbD2CIH+f/57V8MUPH84lszdly56Nlp11Z5iio6Np164XrVop1KwJefPCli3GjU+IzGbLFt1np2ZNaN16Iffv6UYbyJ6vMLW+qmXc4IykSbsmuLjrZqpUFIUJPw/n8vF96vM1m7T/YLrTvcnc3JzOQzur5X+PHWbG0KUEvtJ1IytfviGff/65scLLsCTR/cA5OrYHSukKEXchxv+/ZzQ8ihjG0aNGCszInLM5U6Za3GUiQt+4g9W+FrPnuX2wbZO9WFMwz/ZfaS+gm0/98WNo1kySXSGSa8sW3Wfm0SMAX2CY+tzT8C4cO/bhfkU3aD8orhB1D/hveEszF/462fiDPf5m8awH5m902QiMHfPdgrNnp8vxNwEf7qdIEB0NffqYAbPiP5nlCzB3ZsHCD/OSdHQ03Av+GTRWoHnjY6KxBNeeAB9k20RHw+KlVuDc8Y2lvYAIYodZ7tXrw2sXIVIqOhp69oS44clHAv66h/a1wLrYB3mMAd1r3rm/JFgVj/+kmy4B/hDbJjoa5i8A3IbqFmjfHCe3JxpNITn+JsD0x0USiTpyJPZMQnWgKfAHaKLBwgpijsLdPfjchQbFILERdJ0LONNgsv70t6tarEKJTnpyiZLNSlLm2zJq+e6hu/wz6x+1rNFoEp2koumiptg626rl/RP28/jM4yTrtHKwosWyFnrLNrTbQHhAuN4yRf8/b4iEe18BJNo2WnMtReoVoUKbuD68+yfu5/G5x/F39xZzG3M+7fEpOSvk1NUWGsnvP/9OeKB+fAm1jVUWKxrPbYyFja5/1qMzjzjidYSosCTGvNWAZzlPag2Ku0x65rcz3Nh9g5ioGL1VE2wX80CImgX0Q1Hg4UPde6tGjXdXK8SHLO74C3AZNH+BhTVEhEH0KbhbL+njb35nGkx66/j7TTKPv01LUuabMmr57qG7/DPnH711EjsGN1341vF34n4en03m8XfJW8ffH1Ny/AWeDgCSOP7WL0KFtm8cf8en4Pjb663jb5dkHn8drGg8763j74wUHH+HvHH8XXGGG7vedfz9T0w0mFtBlAMwTI6/iZBE9wP2VG9Cr6nAP6A8g4hwiDFH/UQpiR8fNOEaSriW0Fv29oczMVk1WfW2DbYI1jt4vGsmtsKOhXF0dVTLRyKOJGvmtpiImHjxrotYl/xZ395eL4G2iY6Mxi7ajhJucfUcDD2oDkv2LpEhkeSwyaFuGxYcxtqAtQmEEX9fYQFhFHMthrWdblzJGJsYIkMjk6wTBbShWr14r0VfS/5A7FEvgFFAa0B3Se2p6U8WJ0SqxH1GFKAXKDchdiStsHCSdfyN0Oh9biEFx19tVr1tg62C4x1XEjsuFnYujKObo1o+EpmC469bKo6/uqj0HiZ4/I2y0zvOp+j4a5VD3TZFx9/XYRRzfuP4a5XC4+8b8V6LSsnxNxyYDmRVF8nxV58kuh+w7HpDM+YFOgJjAAWio4jt2aLR6P4S4uToRKnspfSWmVuYExOd9ME2V7Zcetu+9HiJVpu83jQfeXyk3qwA4Obqxn3t/SS3s7WzjRevrZ0tUeH6v7oVJfZgltDBUUPseYSE2sbMwozcHrn16snunp3H1x8neUC3sbOhkEchdduQoBAcnR0J8A9I8rU5ODlQwqMEtva6My2hHqHY2dsRGhL6zu00Gg3Z3bPrxXvS4yQXLS/GmwFN1y4Ab//7BqHrX6ibSCL7hzHspxDvLe4zsh3Yp/+kEpsgaeX4m6DEv5s+jOPvm23jCehP6CTHX30aJWU/pUxeQEAAWbNm5fXr1zg4OKR7fZGRkezatYv69euneEiQwMBAxowZw4ULFzh//jw+Pj6MGDGCkSNH6q03a9Ys1qxZw+3btwkMDMTd3Z2qVasyZMhwGjT4iMePYz88wUBh4IluQ4+xuOatwIrlYOgps5VohfDr4VgVtUJjlvKph0OCQlgzdw13r93lztU7vH71mu+6f0frHq3VdaKjo9m6Yivnjp7j/s37BL4OxC2HG1VqV6Fphxa0rPojRL3WrayxByVI91hrD7k34OqhzXRtk5x2AZg6YKrepCGxcubLiV90fUIe/PrfEo2uH7MSpnvMGXLlKoe3t+HbJTWfJVMnbZOw1LTL/v37WbVqFceOHePhw4c4OjpSoUIFfvnlF8qXj5vJ7F1Tp5ubF/4vmbmrW6DNAjGBuseWhXAtN9soxxh4/+PMheMX2P/Hfq6ev8rLpy+xd7CnUIlCfNftOwqVKKS3blRkFH+s/IO9m/fy5P4TLCwtyF0wN+37d2TIz5uJfBXblcIceCPpy7kI15y5Mt3xN7ltoygKf/z2BzvW7OD5w+fYO9pTtXZVWvf6gS5dNby60B6iY5Pvw8CngC7pz5mTD+b4m9x8Tc7oZmK+vr78+uuvlC5dmq+//prFixcnul69evUoXbo0Tk5O3L17l4kTJ1K1aiUmTDhLz55F0GhAUeyAycD3/204n45jFmJmlvneJgH+Aexev5v8RfNTpU4V9mzYE2+diLAIVs9aTfWG1fmi+Rc4ODtw+8pt1s5by5+b/oxLctGA50x49BMQAzFB8GoFnUe0M8oXUGokp11iWVlbMfG3iXrLtGZa+nzTL26BfW2wzAt+i9CdYejBjBlHMHuPHydCZCbz58/H19eXnj17Urx4cV6+fMm0adOoXLkyf/75J7Vq6fpcHj9+PN62J0+epFevXhQpkoMrVw7qFlqXBKcf4GlfXTniFrWrnMbM7GPDvKA0smPNDgL9A/m6zdfkLpib136v2bx0M72a92Lc0nGUqVIG0J1oGN11NFfOXqF5x+YUK1eMsJAwbl++zZN7D99IcgHXHuC/FqL+uyb/fCydxyzMdMff5LbNoomL2Lp8K01/bErZqmV5cPsBv3n9xs1LNynoUZzTapLbgjeTXICZM43zwygjy3wZjFDlyZOHV69eodFo8PHxSTTRfXsGq+rVq1O5cuX/Ds6r2bRpND17xt4Y0QqYA5yAyMe8ur8D+Dp9X0g6cPd0Z9PZTWg0Gl77vU4wobO0tmT5geU4OMX9EixdqTROLk5M7hc3nrCVW0PCLXOCQ2MI2AyANnAjZUu3AOzS/bWkpeS0SyyNVqM3vzrApD6TiI7877Kq9r8RKDQKBO6EyCfAP0RFbQA+rNmcxIdn7ty5uLm56S374osvKFiwIOPHj1cT3cqVK8fbduHChWg0Gu56xw5bqAGXLmCVH6xKQrhuBsbdK6byQ9f16fo60lq3kd1wdHHUW1ahWgXa127PugXr1GRu22/bOHP4DNPWTdM7zlSqWYlO9TupZa1VdmIc6ura5nE33cLI+xB8FPhfOr+atJWctvF55sPWFVtp+F1DfhzwIwDl/leOrC5ZmdRnEpqrt3UbaqxBmaLuJ2dOXZLb5MOayDRZTGp4sbx586LRaPT+Bg0alPSGmVTsa3wf2bLpxkE1NzenSRO4dw8OHIA1azTMnx833NhKr5W89nudyF4yruS0jZmZmV6SG2vf1rj+ctZ21mw62IVJk6H/5B+xttUltjExMUzoOSHethldat4zTx8+5cCOA2q5y7COTJpqzsDBFrTrHzeIeb/+/QgJCUl1rEJkZG8nuQD29vYUL16chw8fJrpdYGAgGzduxN3dXe2/Wa9lPSZ55WfgIBg+d6jaV/a132tWz1mdPi8gnbydyIGu72vugrl5+fSlumzrb1sp8XGJeD+mj/55lPu34vr7eq0dyqTJMHBEQQqVLqcunzlkJjExybvxLqNITttcv3CdmOgYKtaoqLdepZqVANSb6oYPG8iBA7lZs0b33e3tLUluYkzujO7o0aPp2DFujE97e3sjRpOxREdHExUVhbe3N4MGDcLNzY127XRTLZqZvTkcycecONGWFStWEBwYzEqvlXQb1c1YYRvUg9sPOHv0rFruNqIbFhZaSpcG0GIxoSfje+pmkztz5Ay3r96mYPGCxgk2nUWERfBtlW957fca52zOREREqPc/ZMueja9af/nG2hX590h5zh45y6OHj5gyZQojRowwStxCGMvr1685d+6cejY3IevWrSM4OJjg4GAAbLPY0rZ3GxzVe7scafBtA7av1k0EsHbeWpq2b4q1rXU6R59+ggODuX3lNqUrlwbg5dOXPH/0nEo1K7Fs2jL+3PgnAf4B5MyXk2ePnqnblf+0PIVKxh1fPy4/hBYVWxATHUNQQBDLpy2nff/2Bn89aentton874qZhaV+P9cLJy6ojz1zejJo0ABsbRHJYFJndAGyZMmCh4eH+ieJbhw7Ozusra0pVqwY165d4+DBg+TKlSvBdSdMmICdve7s5c51O7l3654BIzWekV1Gqo+z58pO7ca19Z6vVr8auQvmVsuZ8axucuQvlp8OgzrQf0p/xi4ZS/FyxQl4FXfn8WCvwfG26TSkE2bmus5hkyZN4vHjpMfVFMKU/PzzzwQHBzN06NBE11myZAlmb3SibN29dbwzfV1+6aIOUxUVGaXXlSozmjNyDmGhYXzbVTc6gM8z3XTqf//+N8f/Pk7XEV0Zs2gMMdExRITpxljTmmkZPFP/OGPvYE/T9k3V8qYlmwgJytxXj95umzwF8wBw5ewVdZ3o6GjmjZ6nlqdMnoKtZLnJZnJndCdNmsSYMWPIlSsXzZs3p3///u+cEzs8PJzw8LjBoAMCdF/mkZGR6i+r9BRbR2rrit0+Ojo60X0dPnyYiIgI7ty5w6xZs6hZsyZ79uzho48+ireuq6srgwcNZtLkSdRuVxuPHB7JGoQ8rcTWlRZ1quMnxrx7f39t+Ysn956o5aFeQxNcf6jXUDo16IRNVhsa9Whk0HaBtGubd7VL4zaN9coTe8fdlJY9d3aKlSoWb5tc+XLx5Xdfsm/7Pjr27YiTk5NBPkOx0uqzZIqkbRKWlu0yYsQIVq9ezcyZMylVqlSC+7xy5QonT56kToM63Lp3i8iQSBp+2zDeZ0mDhp+H/8y0QdMAOHfsHK9evsLR2THVcSZXWh1nfvP6jQPbDtBlWBcKFiuIEq2oY/1GhEcweuFo3D3dCQoI4vH9uB/HTdo1wc7OLl79P/T+gd3rdxMUEERMdAzbV26nxU/6k1Ckp7T8bkqobfIVzkeJCiXYtHgTOfPmVG9Gix1qTKPR0LRp0wz3WTbGMSa5dZlUotuzZ0/KlSuHk5MTp06dYvDgwXh7eyd6kxbozly+fbMWwF9//WXQX0x79+5N1faxCfqtW7fYtWvXO9d1dHSkf//+dO7cmU6dOjFkyJAE1ytcuDBz58zVDdtxD8IJT3C99BRxKyLplZLaR4BuH1E+UYRfT/g1BAUFsWn+JrRaLTExMZQrV46c2pwJru+OO1OnTqVgQd0ltcT2md5S2zbJaRfQ9UeuWb0m27ZtQ1EUcnnkSnT9Fp+3oMXnLbC1tU31e/p9GavezEDaJmGpbZd169axbt06vvvuO/LmzZvoMXjp0qUA1PusHl3ydsHf35/oO9FEE39ygE+LfsqJT05w+vRpvmr4FdqHWsJfZK5j8Jvt8nmFz9XjhvUr3dnqnJ45cQx0JPx6ONFh0VSqWIkTJ04AUL9q/USPMwP7D2TEiBEUKVKEEp4ljHIMTu3xN7G2AejXrR+zZs1ifC9dNzlzc3MaNWrExYsXCQwMZPfu3amqOz0Z8hiT3HtBMnyiO3LkyAQT0TedPn2aChUq0Lt3b3VZqVKlcHJyolmzZkyaNAkXF5cEtx08eDB9+vRRywEBAeTKlYu6desabBzdvXv3UqdOnVSNPefjo7sUVKhQIerXr5+sbebNm8eLFy+SXP+2723239uPp70n1haG6SemRCtE3IrAspDle42j+ybLV7oz+uau5lgVtYr3fODrQEa2G4mPvw+NJjUinyYfn9T4BCv7+OvG+qjoR/iH+fO399/kdchLBc8Kia6b1tKqbZJql1ivw16TrU02BrYZyLRvp2HjapPo+lbolnv7e+Nh50HdgnWxNEv8ikpaSqvPkimStklYWrTLmDFjWLduHcOHD2f48OGJrhcREUGHDh0oWrIomooaLJ0syW727pH9u03uxiO/R1wPv85Tj6cUcS3yXjG+j9QeZ1bPWc26dev4vtv3fNftO73n8hTMg5WNFRorjXoseeH/guL9iqP9TcuxbcewLWaLlVPCx5kKRSsws9hMblve5oHmAcULFU/5C3xPaXH8fVfbgO5kyrjK4/D39eeVzysCrAMom7MszSo3o0mTJsn+jjckYxxjYk/wJSXDJ7rdunXjm2++eec6efPmTXB57LAut2/fTjTRtbKywsoq/ofJwsLCoF8Iqa0vdlszM7Nk7cfHx4fLly/zySefJLl+4WyF8Q7wxvuVN+7m7mTJmuW940wpjZkm1YmuRvvf9lri7SvwdSBD2g/h6cOn1PqlFhU+rpDspNXJzol8Tvm46XcTN3M3nGydcHBM/x9HsVLbNu9qlzedf34exUwh6k4UkRGRFCtbLMl6czrm5O6ru3gHeONp4YmTk9N7x5lShv7sZibSNgl733YZM2YMY8aMYdiwYYwePfqd665duxYfHx/qdaiHWxY3zC2T/vp1cnPCyc0JH28frvpexd3MHUcXx/ceOeV9vM9xZvWc1ayas4pvu37L9z2/j/e8uZk5VT6rwtE/j/L86XM8cnrwr8+/WFla8fzWc7Lnzq43xXtCCpcujH2APfu993PN9xq5rHJliu+mpNrmTeZW5tjlssNGY8PZ3WcJDg6mR48eGfozbMhjTHLryfCJrqurK66uru+17fnz5wHIbsLz4e3evZvg4GACA3Wz6Vy9epVNmzYBUL9+fSIjI6lTpw6tWrWiUKFC2NjYcPPmTby8vAgPD0/WnfFmZmbkNMvJ5CmTOfXnKRbvWaw3/WNGdfrQacJCwggN1g3h8+D2A47sPgLAxzU+RqPRMLT9UO5cvUONn2pgrphj9dSKay+uAZDVOSs58uR4Zx0lXEqwbsY6Vm5fyUflPmLq2qnp+6LSQFLt8trvNZP6TKJqnarYe9pz6cUllHsKKzeuJE+hPHzR4osk67A0syTqVRSdfujE7bO3uXXrlkGukAhhKNOmTeOXX37hiy++oEGDBuol91hvj587cOBANBoNNq42uNim7PhZwqUEs+bO4rcNv9F7bG+qN6ie6vjTy+Ylm1nptZIK1SpQsUZFrp2/pvd87HBibXq14czhMwxtN5TqbavzNPIpr4+/5u71uwzxSrg73dtyOOTA0seSKSOnYK+1x2ujV7KnMTaG5LbN7vW7URSF7au2ExwWTPGixTn01yHGjx9PuXLlEtq1eIcMn+gm1/Hjxzlx4gQ1a9Yka9asnD59mt69e9OoUSNy586d9A4yqS5dunD/ftyYgxs3bmTjxo0AeHt7kz17dkqXLs2vv/7Kw4cPCQsLw8PDgxo1arB582aKF0/eJZ/lc5dzaPMhAJZNW0a/yf2S2ML4Zo+YzYvHL9Tykd1H1IRu+YHlANz89yYABxbqxof9gz/U9Ws3rp3k67xz5Q6X/7gMwOUzl7ly9goflY9/c19GklS72GWxw9HFkWXTlhEdFY3WTEv2XNn5qs1XfNPlm2QPc7Rj3g6O7T4GwLhx45g0aVLavxghjGT7dt3wX3v27GHPnvgTryhK3M1KmzZt4tkz3bBZ68avo37d+ljbJL8b2P0L9zm99DQAk/tNpvyn5bF3yJgjCp3Yr0v4zxw+w5nDZ+I9v+eWrq1y5MnB5NWT6fZ1N9aMXoOZuRmFPirEyAUjqVSrUrLqUhSFvVP38vS2bsa0eaPmZeihMJPbNoqisGbOGnye67okBjwPYPPmzTRu3DjeNiJpGuXNT2Mmdu7cObp27cr169cJDw8nT548fPPNNwwYMCBFN5Uld+7ktJJZ5qD39fWlYKGC+L/yB8BrkxdFSqdff7HUzCeeEu1qtePpQ91BsmTFkkxZPSWJLeLr3rg7ty7fAsDVw5VVR1alaYxvM0TbHNxxMG6kBQ1sOLUhxd0ynj18RscvOhIZEYmFhQVXrlyhUKFCSW/4njLLZ8kYpG0SZoh2iY6OpsLHFbhw/gIAPcf2pF7Leinah6IofFvlW/x9/QEo90k5xi8fn8aRvlWnAY4zs0fMZueanQBY21qz9eLWFO/jj5V/MH/0fEDXHWvtP2uT7PaQGoZol/CwcDp+0VE9IfHHH3/QqFGjdKkrrRjjGJPcfC3jnuNPoXLlynHixAn8/f0JDQ3l+vXrjBw5UsaaSyMuLi6MHhXXB23umLmZblaat+3ZuEdNcgF6je31XvsZPne42mfO55kPf6z4I4ktMraYmBhmDY+bHa9i9Yrv1ffYI5cHTX/UjXkZGRlJ37590yxGITKLZcuWqUluvqL5qNusbor3odFo6D66u1o+9885bl66mVYhGoXfSz92rYsbnaJl5/ebNvyr1l+R1TkroBsycWz3sWkSnzFtWbpFTXJr167Nl19+mcQW4l1MJtEV6a9z584UK6brQ3Tz4k0ObD+QxBYZV1RUFAvGLlDLn37xKZ75PN9rX2453KjVKG4mpCVTluhmEcukFk1cpA7CbmZuxqAZ7z+NdstOLXF2cwZ0l3pleCvxIXn9+jWDh8RNetBlWBe9ySJS4pO6n5CvSD61HDtDY2Y1rvs4dSxvRxdHvu3y7Xvvq//U/urjy2cuc+nMpVTHZyw+z3xYN38doLs/ZubMmQa9+dAUSaIrks3CwoKZM2eq5SWTl6g3NGU2c0fNJSwkDABzC3P6T+mfxBbv1nN8TyytdMNoRYRH4DXUK9UxGkOAfwB//BZ3RrrFTy2wtX//qyI2djZ6U3T27NlTHfhcCFM3duxYfF7q+ln+74v/UapSqVTtb/ic4fBfzvPs4TN2r8+446m+y6Uzl/Rm/howdUCq9lfh0woUKhnXLWpir4nvWDtjWzp1KeFhujF1u3TpkuCETiJlJNEVKVK3bl0aNmwIgN8LP9YvXG/kiFLO76UfezbE3TzSumdrLK1TN9arpaUlP/b/US3v/2M/L568eMcWGdP4HuOJidZ1ScnimIXWPVunep+1GtWicOnCAFy7do0FCxYksYUQmV/s6DYAFlYWdBjYIdX7zJE3B59+/qlaXjBuQab84fhmIlqoZCHK/S/1IwkMnxPXhcz3uS+/L/891fs0tKvnr7L/j/0AODk7JTmHgEie9050b9++zZ9//kloqO6Mnonc0yaSYfr06Wpn881LNvPs4TMjR5QyY7uNjbtk5upIy07v1zfsbV+1/Uoddk1RFMb8PCZN9msoNy7e4MLxC2q5z8Q+aTJUj1arpeuwrmp5+C/D8fX1TfV+hcjI+vTpo05R2uzHZnjk9EiT/faf0l8dgzc8NJy5I+emyX4NZcuyLfg+133+NRqN7ix1GnDL4Uatr+K6kC2dujRTdSGLiYlh/pj5annM6DE4OzsbMSLTkeJvMV9fX2rXrk3hwoWpX78+T5/qbubp0KGD3GzygShUqBC9evUCIDIiku2rtxs3oBS4eOIiV89dVcsDpw1M0/0PmhnXn/XW5VuZ6qzum33+8hXJR5XPqqTZvouWKUrtxrUB8H/lz/Lly9Ns30JkNNeuXVOnaXV2d06zH9MAltaWtOnZRi3/uelPtU99RhcREcGyacvU8meNP8Mth1ua7b/nuLguZJHhkSydvDTN9p3erpy5wq1LutF7in9UnE6dOhk5ItOR4kS3d+/emJub8+DBA70RDVq2bJngWILCNA0bNoziJYrz4y8/Uq9TyobKMaaZQ2eqj4uUKkLZqmXTdP8lK5SkRIUSZMmWhUYTG+GUzXAzgqXG8X3Hef74ua6g0Y0kkdba9W1HzgI56Ti+Iy1/TLsvfiEymrwF8jJxw0SKVChCh/4dkj32dHK1+KkFztl0Z/tiomPYsXpHmu4/vSyeuJjIcN1ZbktrS3qM6ZGm+7e0tNTrInJw50EiIyLTtI70UqBsAfos7kOpsqWY5TULc3OTmebA6FKc6P71119MmjSJnDlz6i0vVKiQ3sQFwrQ5ODhw+d/L9Pq5F0HRQUREZ45LRG2mtsE5vzNarZZhc4alSx2TV09mwd4FOBR04LLP5XSpI62Vrlaast+URWuupVq9aknOCPc+XNxdWLR7ESVrleTfF/8SHR2d5nUIkRHcenULyxyWTF45mZqNaqZLHVPWTMHe0Z7yrctT+qvS6VJHWvuq61fkr54fjUZDx4EdsbRM3b0RCWnUuhH/++J/5CybkwajG2BhmTnGjX70+hFfVP+Cs6fO8tlnnxk7HJOS4p8MwcHBCY5N6+Pjg5WVVZoEJTIHjUZDYZfC3PW9y8OAhxRwKmDskN4pKCKI5+bP6bq4K6WylHqvsWGTQ6vV4mLnQiHnQtx4eYN8jvlwtHFMl7rSyrln5yjdojR9+/bFwTr9JkrRaDTkcsjFXf+73Hl1h8KuhdOtLiGMwS/Uj3NPz+Fs44yVefp9J3rm9WT1kdUcuH+A66+uk98lf4afDOSi70Xq9K3Dp+M/xdXNNd3q6T+lP0+Dn3Ls0TFuvLxBkWzpN7lRWvAN8cXWwpaSHiXlTG46SPEZ3WrVqvHbb7+pZY1GQ0xMDFOmTKFmzfT55SoyLkszS0p6lAQFzp05R+DrQGOHlKizT85ipjGjnEe5dEty3/SR+0doNVqOXT3GjjUZ99Kib4gvD/0eUsSlCK6OrqkegSIpNhY22JjZcO7pOf7c+yfh4eHpWp8QhrJ//34uPLrA67DXuNmnXd/TxFhZW/Fxzo8Jjgjm2PVjeN/wTvc639eNlzfwD/OnnHu5dE1yQdcueV3yks0mG5eeXeLkwZPpWl9qnDl8hudBzymerTge9mlzw6LQl+KfDlOmTKFGjRqcOXOGiIgIBgwYwJUrV/Dz8+Off/5JjxhFBmcVasXWiVvZ+/teGv/QmE5DM1Yn+hdPXnD38V0eWT6ipFtJbC0MM1uevaU911Zc4/i246BAqYqlyF0wt0HqTq6T+0/i6+mLjaUNH7kabrxGrb+W8aPHc+nwJSZOnMjAgWl7U6AQhvbvv/9Sp04d3HK78ePgHylaq6hB6s1qmZVHux+xZvUa3LO7M3/7fPWGrIzin73/8DTHU7LZZCOPcx6D1Zv1VVZWjFqBzy0feo/vzefNPzdY3clx4fgFhv04jHzF81F6QWnIWF8PJiPFZ3SLFy/Ov//+S8WKFalTpw7BwcE0adKE8+fPU6BAxr50LdJHVFQUR/ccBWDbqm08vPPQyBHpG9V1FCNbjeTAuAPkssxl0Lrvn78P/428l9Gmprx44iIjOo1gQcsFRF2KSpf+cokJCw3j8lFd/+UxY8eoo7cIkRkpikLPnj2JiYnh2b1nPLn1xGB1a8203D16l6iwKB57P2b64OkGqzs5Vs1exZiuY1j30zoc/R0NWnfQ8yB8bukm7Jj9y2x1kqCMIDoqmvljdcOJeV/15sGdB0aOyHSlONF98OAB7u7ujBo1ih07drBr1y7Gjh1L9uzZefBA/qE+RLlz52bAAN3MNtFR0Swcv9DIEcU5dfAUd67cAeDR+Uc8f/jcoPUPmT1Effzg9gMO7z5s0PrfZVKfSQBEBEdwdMNRg9adv2h+6resD0BwUDBDhw41aP1CpKWtW7dy8OBBANxzudP4h8YGq1ur1dKwVUO1fHDHQZ4+zBg/HEOCQlg3TzedbdCLIE7tPmXQ+ms0rIGNnQ2gOyEzqe8kg9b/Lns27OH+Td0N/OUrlKdNmzZJbCHeV4oT3Xz58vHy5ct4y319fcmXL18CW4gPwYABA/DM6Qno+hydOmjYA1pipg6Yqj4uXak0RcsY5nJirILFC1Lh0wpq2WuYFzExMQaNISEbF23E76Uf8N+g7ekwnFhSWvdsjV0WOwCWLVvG6dOnDR6DEKkVFhZGnz591HKnwZ0M3nWgYauGcePRKrpJcTKCyf0nqzO32djZ0GV4F4PWr9Vq6Taqm1o+/vdxHtw2/gm5wNeBLJ+xXC3P8pqVJpPziISluGUVRVGn2XtTUFAQ1tZpO1agyDxsbW2ZOiUuqVw4fqHRxy9cNXsVAa8CAN0Bb8isIUlskT4Gew3GzNwMgOCAYJZOMe4g5hFhEfw2M+6G0s+bf67O6GZIji6OtO4RN8Vwjx49ZIZFkenMmDGDe/fuAVC6Smmq1E67iVZSYohX3PHtztU7nNxv3BuwHtx+wIm/T6jlbqO6GSWZ++yrz8iRN264xIzQhWz17NUE+utu3G7VqhVVq1Y1ckSmLdnvuj59+tCnTx/d2Z/hw9Vynz596NmzJy1btqRMmTLpGKrI6Fq2bKl+YB97PzbqjGkhQSGsnbdWLX/5/Zdkdc5qlFjsstjRtH1Ttbxl2RaCAoKMEgvA1IFT1R8hVjZWemc8DK3hdw3xzK+7EnDixAnWrl2bxBZCZBxPnjxh7Dhd4qTRaug8tHOCJ4IMoWiZopSqVEotTxs4zahXj8Z0i5sC3TOvJ599ZbyxYYfNjhsz/cHtBxzeZbwuZPdv3Wfbqm2A7gTRpEkZpzuFqUp2onv+/HnOnz+PoihcunRJLZ8/f57r169TunRpmdbzA6fRaJg1a5Z6oF81exX+vv5GiWVSv0lER+kmJLCxszH6SBA/9P0Bewd7QDeT0fge45PYIn08uf9Er59wp6GdjDpuo7mFOV2GxV3O7D+gP8HBwUaLR4iUGDx4MCHBuul3G3zbgHxFjNt9b+isoepZ0wD/AFbPXm2UOA7uOKh3U/LQ2cbtg5+/aH4+rvaxWjZWFzJFUVg4fiEx0bq6Bw0aFG/yLZH2kp3oHjhwgAMHDtC2bVt2796tlg8cOMCff/7JwoULKVSoUHrGKjKB8uXL065dOwBCAkNYMWOFwWO4f+s+J/fFXbbrPrq70fs/abVaek/orZbP/XOO21duGzyOMT+PUUeBcPd0V28IM6YKn1bg4+q6L6Enj58wefJkI0ckRNJOnTqljilv72BPm57Gv5koq3NWvvz+S7W8bsE6QoJCDBpDTEwMs36ZpZY/rvYx+YvmN2gMCRk0c1BcF7LAYJZMXmLwGE4dPMW5o+cAyJU7F/369TN4DB+iFH/7L1u2DAeH9B9sX2Re48aNwz6L7uzl3Zt3iYqMMmj9b96I4ZnPk1qNahm0/sR8UvcT8hbOq5ZP7D+R+Mrp4Njf+gPKv9mnz9g6De2kfgmdOntK+uqKDO/UmVPq1ZDWPVvj4JQxvhc7De2kjjQQHRXNmrlrDFr/4omLCQnUJddm5mYMmjnIoPUnxi6LHc06NFPLuzfsJjzMsJPV3Lh8Q73iOXXKVGxsbAxa/4fqva5Znj59mo0bN/LgwQMiIiL0ntuyZUuaBCYyLw8PD2ZMn8HLiJdYl7FGozVcnzV/H38e33uslofNGfaOtQ1v+JzhjOg6gjKdy1CqYqmkN0hD21fF9ZkuU6UMRUpnnGkxc+bLSfv+7dE4a2j6VVNiYmIwMzMzdlhCJOqz5p8xwHUA5/84T4NvGxg7HJVWq6X76O5M7qu7MnLh9IVEbyJPD4f3xHWNat6xuTqySkbQtndb9m/bz8snLwkPDef6heuUrlzaYPVX/a4qlWpW4u7BuzRv3txg9X7oUpzorlu3jjZt2lC3bl327t1L3bp1uXXrFs+ePaNxY8ONHSgytg4dOhAaEcr2G9t5HPiY3I6GmfLF1sGWlktbcmTaEfJkz0O+whlryDvPfJ4s3r2YQ/cOccP3BgVdCxpspram45pi/ps5N/+4abQRKN6lafumBEUEcevVLQoFFCKfU8b6txMiVlBEEOeenKNgwYJUG1XN2OHEU6tRLe5eu8tz8+eUrFfSoDfItV3clt1zd/Pq8iva9DJ+d443abVaxiwaw/yp88nfLD+ORRwNVndAWADmmPNlzS/J/bVMgWZIKe66MH78eGbMmMGOHTuwtLTEy8uLa9eu0aJFC3Lnln88EcfG0oYy2csQHhNOSKRh+omdf34eqyxWTF091ShjwyZXKfdSRCvRnHt2ziD1+Yf6c9v3Ng2/b8j6E+txcMwYl1nfZm9pj7nWnAvPLhARHZH0BkIYwaVnl3gR8gJ3O3djh5KoDgM70K5jO4Ijg7n28ppB6rz/6j4vQ1/SeXhnlu1bZvR7IxKSt3BeJv06iey5s3PpxSWD1fsk6AlFshUhd1bJkwwtxe/CO3fu0KCB7jKNlZUVwcHBaDQaevfuza+//prmAYrMrYBTAfI75ufggYP8ufHPdK3LN9iXu6/vUtClII42julaV2o52ThRxKUIV69dpXuz7urkDenl7JOzmJmZUda9bLrWkxZyZMnBQ/+HLFy9kI0bNxo7HCFU3t7eDB4xmIuPLuJu557hu9fkcMiBh4MHx/89zvLpy9O97/uFFxdwsHKgsGvhdK0nLVTMWZFXwa9YOH8hNy7eSLd6bl+5zapFq7Azs6OUh2G7qwmdFHddcHZ2JjBQN9Cxp6cnly9fpmTJkvj7+xMSYti7O0XGp9FoWDBoAdt/346VtRXlPy2Pq4drmtezeNJizAqakbVYVkq7Ga7PVWpc3nSZLXO2qDMZTV+f9nPUe9/0ZsOyDXi29KRcjnJYWhp2xqb3EgW/9vmVKyeu4JrNlbp165I1q3HGQBbiTf369WPLli04L3Jm7MKxuBQz/EQrKfXi4As2TdlETGQMWq02XboT7N+2n6t3r+JU04nPChhvvNyUMAs0469Bf/HS+yVH1x1l2b5laT7UoqIozB8znytnr3Bs6zFq7a6Fc37nNK1DJC3FZ3Q//fRT9u7dC0CLFi3o2bMnHTt25Ntvv+WzzzLHG1wYjlarJW/OvACEh4WzdGrazwp24+INNi3exPpB69k3Yh8WFhZpXkd6KFGhhDrU19VzV7l0Ju0vo43tNpYDmw6wvvV6Qm5kjh+illaWODvpvgx8XvowZsyYJLYQIv0dPHhQvdk6OiIa95wZt9vCm3J65iQmUjdu67oF6wjwD0jT/UdFReE1zIsdc3fw+0+/E+Nr/CnOk8M5mzNKmO4A/PLJS+aOmpvmdRzZfYQrZ68AoI3Rypi5RpLiRHfOnDl88803gG6w7H79+vH8+XOaNGnCkiWGH5dOZHwjR47EydkJgP1/7Ofq+atpuv/xPeMmX4g9cGUGZauWpXDJuEt8E3tNTNP97/tjH4+9dSNQRIZF4pbdLU33n546DOyAhZXuB4uXlxc3bqTfpUUhkhIdHU2Pnj3Ucru+7TLUaALvUqV2FbI4ZgF0k9WM6z4uTfc/d+RcwkN1w3SFBYXh6p72V+zSg5m5GY2+b6SW92zYk6ZdyMJCw/h1Ylx3zpkzZ2aOK2omKMWJrrOzMzly6OaN1mq1DBgwgG3btjF9+nScnJzSPECR+Tk7OzN2TNzYtvPHzE+zWWl2rt3J88fPdQUNDJ+XcW9AS8jwucPVO6J9n/uyZVnaDM8XExPDnBFz1HLl2pXJXTDz3ATh7ulOi44tAN0Zoz59+hg5IvEhW7x4MZf+1V1xKVC8AHWa1DFyRMmn1WrpNyluYoKLJy6mWZ9U3+e+7Nm4Ry237dUWS+vMk8y1+KkFTq66vEWJUfTGYE+tzYs34/PUB4DPP/+c+vWNPznPh+q9bomMiYnh5s2bHD16lMOHD+v9CZGQn376iY9KfATArUu32Ld1X6r3GRUVxa/j434xV69fney5sqd6v4aULXs2ajeurZaXTVsWb2zq97Fg7AJCg0MB3ZmLAVMGpHqfhta8Y3Oc3XVdGHbt2sWePXuS2EKItOfv78/QYXFT2HYZ3iXD34T2tkq1KunNTvbmVbDUGNt9LEqM7iqaUzYnmnfMfGPDDpgWd2y8eu4qF09cTPU+Xz59yfpf1wNgZmbGjBkzDDrEm9CX4kT3xIkTFCxYkGLFilGtWjVq1Kih/tWsWTM9YhQmwNzcHK+ZXmp5yZQlqZ6acs6IOerMNhaWFvSd2DdV+zOWnuN6qmdBIsMjmTFoRqr299rvNTtW71DL33b9Flt7w4zVm5asba3pOKCjWu7VqxeRkZFGjEh8iEaPHo2vjy8A1epX0/Wtz4SGzxsO/+Vazx8/Z+fanana38UTF7l2Pm7YsoHTBqZqf8ZStmpZipSKmzxnUt9Jqd7n0ilLiQjTnbDo1q0bxYoVS/U+xftLcaLbuXNnKlSowOXLl/Hz8+PVq1fqn59f+g6RJDK3zz77jK+++grQzWC2bsG6996X73NfveHK2vRqk6kumb3J3Nycnwb/pJYP7jgY1x3jPYzrMU7tGuLg5MD33b9PdYzGUuPLGhQtWxSAGzduMG/ePCNHJD4k169fZ/bs2QBYWlvSYWAHI0f0/rLnyk71+tXV8q8TfiUq6v2nZ5/UJy4hLFq6KGWqlElNeEY1bM4w9Yyr3ws/Ni/Z/N77unL2Cge2HwDA2cWZESNGpEmM4v2lONG9desW48ePp1ixYjg6OpI1a1a9PyHeZdq0aWqH/C1Lt/D0wdP32s+YbmPUMSGdszlnyktmb2rYqiHZsmcDdEPSjP559Hvt5+r5q/x78l+13G9yv3esnfFpNBq6Du+qlkeMHIGPj48RIxIfkt69e6vJYPOOzXHLkXlu6ExI34l9sbDU3eQZHhrO7OGz32s/GxdtVG/c0mg0GXpynuTIlj2bXr/r5dOXq2dkUyImJob5Y+ar5XFjx8m9SxlAihPdSpUqcfv27fSIRXwAChQooN5YlL90/vc6o3Dh+AWuX7iulgdOz5yXzN422Guw+tjR0/G99jGh5wT1cYHiBahYo2JqwzK6wiULU7dpXQBKVSqVJn2YhUhKdHQ0BUoUwMLKAhcPl0z/Yxp0Z6Xb9m6rlo/8eYTgwOAU7SMiLILfZv6mlus2rYuLe8YfTzgpPcb2iOtCFhHJznUp79oRFRlFntJ5MDM3o2SpknTs2DHpjUS6S/HoyN27d6dv3748e/aMkiVLxhuztFQpmflDvNuQIUMoU6EMkQUiiYxJeZ/Lh94P0ZhpUKIVipUtRunKmWOCiKQUL1uc1j1bY1HSAq2rlsjIyBSNCRwREUGMVtdlQaPRMGzOsPQK1eB+6PsDletVJkfJHETZvf/lViGSKyI6gmptqpGzWk4sgi2wtrE2dkhpolmHZhzadYhbl26RxSMLr/1ep2iotGePnmFmZUZkRCRW1lZ0H9M9HaM1HHNzc7qP6s60gdMwtzInKDwoxfuI0ETQuGdjBnQfgIuFS6a7adFUpTjRbdq0KQDt27dXl2k0GhRFQaPREB0dnXbRCZOUJUsWWjZtyeUXl9l3dx+u0a5YmiW/f23OGjn5Jt833Fx6kz5jTWvYqe+6fYdvsC9/ef/FxRcXqeBZIdnbRmmi+GrOVzw/9hz7QPtMNwLFuzhnc6Zq9arc9rvN5eeX8bT3lC8Rka5u+N7gSdATShUuZXLvtSEzh7DvwD60pbSEZQlL0bZWblY0W9KMx9sfU7ZE2TSfTcyY6jSpQ3hoOP55/HHOlvIZzJ4EPKGoa1Fq5atlcu+ZzCzF71Bvb+/0iEN8gAq7FOau710eBjykgFOBZG0TFBHEDd8bFMhZgLaL2ia9QSbkYudC/qz5ue17m4LOBXG0cUzWdueenSNGiaHdD+2wt7RP3yCNxDOLJ3de3eGm302KZZM7mUX68Av148LzC7jYmOZZuey5s/N92+/Zc2MPl55fIleWXMm+enT26Vnsre0Z+ItpdBl7W8PvGnLf7z7/PPyHGy9vUCRbkaQ3AnxDfLG1sKWkR0mTfM9kZinuo5snT553/gmRXJZmlpT0KMnlo5fp0bwHgf6BSW5z9slZzDRmlPMoZ4AIjaeUeyleP3pN1/pdGdVlVJLrPw94zkO/hxRxKWKySS6AjYUNNmY2zF82n0+rfUpYWMrORgmRlJ49e9KjXw9e+L3AzT5z33yWlI9zfswT7yf0bdeXc/+cS3L9Gy9v4B/mT1n3sgaIznjyOOfB2dyZtYvW6sYKVt494+akvpNYM38NBbIUwMPew0BRiuRK1hndbdu2Ua9ePSwsLNi2bds7123UqNE7nxfiTZuXbGZ+f91dqqtmr6LL8C4Jrvfk/hP6fd+P0j+Upl79ethaZL5xYVPi1dNX/N7zdwCOPzrO/Vv3yVMo4R+SQ9oNIcQihP/9/D8+cv3IkGEaxa55u/h9ma5tpk+fzpAhQ4wckTAVFy5cYPbs2SiKwsHdB/l1968mfXbO964v2/tsJyY6hrFXx7Lu2LoEh2mMiYmhU/1OZPs4G9W/q04eZ9M/qfX3xL+5fOIyoPtuat2jdYLrnfvnHAe26YYT87vkxz9H/pHJITKYZJ3R/frrr3n16pX6OLG/xo0bp2uwwvR888032Nrqktbtq7dz/9b9BNcb220sfs/8ODDxAEcWHjFkiEaRI08OPPN5quXEpqY8d/Qc546e4/qB6/zW+rcE1zE1nzf7HI1W90Uybvw4njx5YuSIhClQFIWePXuqZ+++aP6FSSe5AAU/KoijqyMAIYEhTB04NcH1Vs1axcM7Dzm37hzrur3/+OeZSfXP48YcXjd/XYITHEVHRTN/bNxwYp1/6ixJbgaUrEQ3JiYGNzc39XFif3IjmkipnDlzMmjQIABiomNYMHZBvMtEx/cd5+71u2q5TtPMM898arw5asLDuw85uONgvHUm95+sPi5YrKA6RrEpy1s4Lw1bNQQgJDiEwYMHJ7GFEEnbvHmzOo199tzZ+arNV0aOKP1ptVq9CWUO7z7Mk/v6PxxDgkNYv3C9Wq5cq7LB4jOmBq0aqDNKRkdF602QEWvnup08vP0QgI8//pjvv8+8k/OYshT30RUirfXr149cuXMBcP7YeU7uP6k+FxMTw/SB09VymSplKFyysMFjNIZ8hfPpjYM7a/gsdcYzgHUL1+Hv4w+ARmtaw4klpXWP1tg76Poi//bbb5w8eTKJLYRIXGhoKH37xU0h3mlIJyytTP9HI0D9lvVxz+muKygw5ucxes9P6jOJ6CjdSSxbe1s6DvowxobVarV0G91NLZ88cJJ7N++p5YBXAfw2I+4q2qxZs9BqJaXKiJLVR3fWrFnJ3mGPHj3eOxjxYbKxsWHa1Gm0aNECgIXjF1Kuqu5ms5WzVhL4WneTmtZMy5BZH1Z/zEEzBtH84+ZER0UTEhTC4omL6TiwI2FhYayes1pdr17Leu81HE5m5eDkQOuerdVZiHr06KGejRMipWbMmMGD+w8AKFu1LJVqVTJyRIY1dNZQejTRfXd73/Dm2N/HqFKzCvfv3+fUoVPqet1Hd/+gkrlaX9Zizew1PPJ+BMDY7mNZtGsRAKvmrCIoQDfW7vfff0/lyh/Gme7MKFmJ7owZM/TKL1++JCQkBEdHRwD8/f2xtbXFzc1NEl3xXpo1a8ann37KkSNHePrgKQun/MF39T5jw6KN6jpft/kaB0cHI0ZpeLb2trT4qQVr560FYOtvWyldrSV7fvUiKlI3cYK1rTVdf+n6rt2YpAbfNmDHmh08vPOQU6dOMXLkGipXduboUahWDUy8e2WyRUfD0aO6x9I2cWLbxcfHhwkTdJeltWZaOg3r9MH1syxcsjBlqpbhwrELAEwfNIPhiyoxa3Jc16hc+XNR88uaRorQeIbOGUqXBrqbpB/dfcTK+QeolN+THWt1M6fZ2toyceJEY4YokpCsn2be3t7q37hx4yhTpgzXrl3Dz88PPz8/rl27Rrly5RgzZkzSOxMiARqNBi8vL/ULZufqNUycOJGY//p9W9nY0mFQB2OGaDSte7Ymi2MWQNePeUSXERw/flx9vnbLziY1aHtymVuY02VY3CgdEycNITQ0lAYNIG9e2LLFeLFlFFu26NqiQQNdWdpG5812WblyJeHhoQCUr9mQvIXyGjU2YxniNQStmS4lCHodyOB2Y3j8+LH6fP32H07XqDflK5yPijXjupCtmTWbJUuWoPzXjeyrr4bg6emZ2OYiA0jxNYjhw4cze/ZsihSJG0S5SJEizJgxg2HDPswPgkgb3t5lUZT/ktmYUP7991/1uXD7Hhw79uFcMnuTVqulXps3ZoALux732Dw7Ow59oZ6x+9CEUA5s/7vMrDxjy38Z3OPH0KzZh53Qbdmia4NHj/SXf+ht82a7xMSc4tChQ7ontPacvtX6g/0sOTg68HHtr9VyTPCJuCdtKrFwaZ4Ptm1qtBgE/HcZRHnzuykPa9f2+WA/S5lFijOHp0+fEhkZGW95dHQ0z58/T5OgxIcnOhp69gQYC2QBjVXckxa5IEsNFizUrfehiY6GfSergGX++E+6DQX4INsmOhrmLwBcOoHGAjOXynzxxRcAxA7c0avXh9cuEPd5Smic+w+5bd5uF422GG3atAGtFTi1BbMsH+RnCXSv+aZfB9C8PUa5GbjrZkH7ENsmOhqWLLcFx5bqMhsbG8ASmIZGY/NBfpYyE42S1JQfb/nyyy958OABS5YsoXz58mg0Gs6cOUPHjh3JlStXkhNKZHQBAQFkzZqV169f4+CQ/v1BIyMj2bVrF/Xr10/2FIym6OBBqKl2/3qMudMIYl4v040yoDWD2NEGNPB29zmtmRYrByvy/S8fFX6oAMC+8fvwu+tH6KvQd9Zrbm2OhY0FlTtVJtfHuYgMjWRr963ERMUQHhj+zm2tslihNdfy9eyvsbCx4OHph5xYeILI0EiiwqLeua2Nkw3O+Z35bMhnAJxZfgbvo96EB4QTEx2jt66iAAqx/4mj0epnMgm0DYBzfmcaTmmot2xl85UoMUl/9Es2LUnZVnGzIN05dId/Zv2T5HYAzRY1w9Y57ktz3/h9PD77+B1b6Fg5WNFyWUu9ZevbrSc8QP/fI65dUB94eHjwMrzI/9m76/AorjWAw7+NGyHECe7urg2luLVQLoViBYpri7s7xV2LliItTqFAgbZAcS3uBEKEuGyS3fvHlgkhCfHdZPne5+HenNmZOV9OJ7vfnjlzDjEaMwi9DEA2ezBPZGRHrSa16Ph93CmBhrQcQkRY0iuu9RjXg0qfVFLKD289ZM7AOUkeB/DDnh+wtrVWyvs37ufAxgNJHlegRAGGLx4eZ9vsAbN59G/cpdmjoiE4CF0jaYLB1JTK5ctw4erDOJdRQm2T3DoS0qxzM5p3jr3WwkPD+a7Vdx84ItawRcMoWDL2y9zFkxdZM2VNksdZ2Vgxf2/c50g2z9vMX4fiX6dKuwDEhIBKS9HCBbh7/4Fu27vvM+8da2JmgmU23ftMlS5VADg24xh+D/0IDwiP9+f5rrfvMzV61SBPZd37zC8Df0ETo4l3Xb/v7fvMF4u+0L3PXHjGmZVniIqIIjr8A+8zKrB2sMapoBP1R+neZ87/eF73PhMciSb6vfeZuP/zznlUcTcl0jbFmxRX2gV0bfP80vMPtguAmbUZdQfVJU9l3cw7UeFR7Oq7K8n3X9C9V7RZ2gZza91n57MLzzi14FSS77+oIHfF3Eq7gK5tbh+6nax2qVixIjdvbiUysihvW+PECfD0TDJko2WIXCa5+VqKB/atW7eOLl26ULVqVeWXiY6OplGjRqxZk/SbkhAJefny3VIuzKPm0qilH7/++ito3vmqrI3fSxWjiSHMLwybaBtKOelWBjsRdoIwv/gTfL8vKiyKqLAoPCw9KOVUiojQiGQdBxARqEuGiucojpWtFTGWMck+NswvDGd3ZyXeW9G3kn2sQqt5r5xwD54qUqXU89b7b+aJya7KHufYELOQZCXIAEWyF8HByUEpn1KfStaxmkhN/HgjNck69tWrV8ArsMwN0f4ABPsnvn9AYABh0XHb3d/Hn4jQpBPdkLCQOMeGhIfg//oDlb0jLCoMbXTs7xMUFJSsY3O45YgXb4B/QNLHRkdz48YNiIr7eyXUNqmuA93v8e6x4VHhyW6TkPD32jMsee1pZWsVP97A5MWLFu7evZvg9vevtpioGML8w7CJsaGkS0kAjocfJ8w/Ge8z4VFEhUeR0yonJV1K6t5nknEcQESQ7r9ZMadiWNlaEW0VnbxjtRDmH4ZzTmcl3psxN5NdL4CZmRnR0e8ljYm0zbvtArq2Sc7fbFRYbLsARIRGKL9zUiICI5R2AYi2iiYqPP4d53i0oApXxYn3ZsxNYqKS1y178+ZNVCpn3k35436GicwkRYmuVqslLCyMnTt38uLFC/7991+0Wi0lSpSgaNGPY25TkTFy5oxb1kaHcvTo0Xe2qAAVqgR6Lc3MzLDPYU9e97yUzVlWdz63nIT5hvHG980H1ym3trHG2taaIu5FKJuzLGEhYTi7ORMdHU3Qm6BEjwPdmDYzczNKu5fGxs6GcPdwnN2cCQ8LJzw08Z5klUpFDucc5HTLqcR7zv0cj9weERgQGO/NVqsF7ftJbRwm/5034R7dHA45lHreMjM3i9dznJA8LnniHOvj7pPs6YVKuZfCyc1JKbs6u/LEJOGV795lY2sTL14bWxuiI+N+4GqVxD6B3yPSC0ydABX22cEikQ4GVydXcmaLe/E5uzknK9F1c3CLc2yIQwjObs5JHgfgns1dmYz+bRzJOdbZxTl+vC7OBLoFxtmmjoKggGjQBCjbIiL++51U1mBiC5Bg2yS3joS8355hqrDkt4mDe5xj3RzcknWsla1VvHgTa091FAQFAjEBQEK9fon/LX2M7zNxk9zE28bU3DROu4CubV7cfvHBdgHitAtAWEgYDo4OBAV8uF1AN83g23YBCHcPx9bOlvCwD9/JU6lUcdoFdG1z1eJqvMQ+ofeZ/Pnz8/Rp3B7E9z/DROaRoqELGo0GKysrbt68SZEiRTIyLoORoQsZ7/jx42zevJm///6bZ8+e4eDgQKVKlTl3bjw+PpXQasHaOooSJapz6dIl3UE5OuJcrCM/bsh6UyOFhYSxdelWHv77kAe3HhD4JpCvB3yd6NrpoPtSOazDMG5cuEHzDi347YAXUYEXdS+qLECr/m9PFeTdjLOHU5Zsm+R4cOsBG37YwOO7jwn0D8TCyoLcBXLTrEML1mwqQuD1nsq+cXqgbD1xLjMyy7XLlTNXOL7nOLcu38LnpQ929nYUKV2Er/t/TZHSse+7Ny7c4Ojuozy49YAnd58QFRXFhhMbcM/tTkwMtKzYj5iw/27Jq6xA+zZ5N4P8O3F2t8pybZNSNy7cYPuK7fx7+V/UkWqc3Z3xDS2F2jf2S7SJiUnsQizZ/4dziW5Zrl2Se83MHT6X33/5Pd7xuQvmZuXBNbQo2xmN+rVuo4kNaP7r/VVZQ75dOLubZLm2SYn7N++zZckW7ly7Q2hQKC4eLnzSrB77fi9H0L9D/9vLnh9/XEzv3u0JDzdHpYLcueHRI+Ntl+QwmqELJiYmFClSBD8/P6NNdEXGW758OX5+fgwaNIiSJUvi4+PDvHnz8POrjlb7GyrVpwB069aNS5euAdEQ8DPtv2yEqamLYYNPhaCAIA5tP0TB4gWp0aAGh38+nOQx+zbvw+up13/HB8YmuYC5x1Dswpbz5s0bQAveU+g9aYHRvsmGBIfgktMFzxaeut7WsAiO7z3OvOFzsMmWXdlPZe5B924tWLlypW5D6B+0a90FU9Os1dWyf+t+ggOC+bzz5+QtnJdA/0B2rdvF4LaDmbZuGuVrlAd0yc3lvy9TuGRhbOxsuHYudpaSi6f/iU1yAbM8UzH3GUd4eDgQDa9n03vCeKO9ZgBO7D3BnGFzqNOkDkNnD8Xa1hqvp14sn7xS2UdlVZxWTUrwyy+/6DYE7qRrp/9hampnoKhTJ7nXDICllSUzN8ad99XSypKDP+2LTXIB83zz0D4boPviqA0H/xX0ntDXaK+ZJ/ee8F2778hdIDe9x/TGPoc9189fZ9uyLVhY/aLsZ24+nuzZde87b3u2Fyz4uJPczC7FY3Rnz57NsGHDWL58OaVLl86ImISRW7p0Ka6urnG2NW7cmMKFC+PqOp03bz7Fzw9y586NqWlfYmIWgVbNtRNraNZqlIGiTj23XG7svLgTlUpFoH9gkonuq+evWD9vPUNnD2VKvylcOHVBec3EOh9m9nUY0suK8ePH6zZG3sbO9ApQPsN+B0MqV60c5aqVi7Ot2qfVuHfjHl5PvJRtFrlG06RJblat/QVttO4D+/CGqbT4Yqle402r/hP7xxnbDFC5bmW6fdaNn1b8pCQtHfp1oOMA3YN0O9fsjJPozh0+V/nZLFtZzG1L0fOLnixcuFC3Mexv8ro/BfJm5K9iML6vfFk4biFNv2pK/0mxy7jeu3kPdeTbnm0VFrnH0qmTDb/sOQKaUEDDiZ9m8FnDaQaJO7WSe82AbrnwEhVKxNk3Ojqawf8brJQtHD0xtcrP523bsm2bbrEaVfB+ypT8GsiOMTqx7wTqSDVjl4zFI58HoFty/sb5G1w9exUAU7NimJr2AXR3BHLn1iW5rVsbKGiRLCmeXqxjx478888/lCtXDmtraxwdHeP8EyIp7ye5AHZ2dpQsWZLIyGc8fgwH/nsAfffuMTg56cZ5njxwkhsXbugx0vShUqlStNLSorGLqFCzArUa1gJ0Qx/eWrZ7LJOnQNmyZclbtLiyfdb3s9Iv4CxAo9Hg/Tx2OsNKdSozdW4hAPpPjv0y9ODWA86dOKf3+NLi/YQFdOMY8xbOi89LH2VbYmOlNy/erIz7NDExYeNvY5g8BerVq4ezu4ey39QBU9M38Ezk8I7DRIRF0LZnW2WbOkLNjz/8qJQbtGnI1JlOmJiY0GnIYGX7xdMXuX/rvj7DTbPkXjOJWTR2EeoI3XAoc0tztv/xHZOnQLt27bC11yW2Wq3GqK8Zs/+mH7HNZqtsiwiL4M71O0r511/mc/Cg7rb8gQO64QqS5GZ+KU50FyxYwKpVq1i3bh0rVqxg/vz5cf4JkRqBgYFcunSJUqVKYWoKtWvrtjdpkoNp02J7V5ZPWR47ns4IHfr5EHeu3aHfhH7xfs+aDWqSv3Ae3t5Imb56rJJAv/F5w453lks2RhqNhpjoGAL8AhjzzRhi/pu40tTMlNELRynt0rR1ccpWi33IZN6IeUk+EJPZhQaHcv/mffIVzvfB/SLCIpTlogFadGyBo0t2pW0mrRijvPb0/lNOHTyVIfEa2o3zN8jmkI1nD5/Rt0VfmhZvSptKbYhS657It7S2ZNDUAUq7dPi2NvmKxLbt9AHTDRF2ukrsmlFHqGlfoz1NizWlY+2OzB0+lyO7jiivf/PdN1hbWyhtM3LuUOW16/9c59blW3qJX98+++Iz7OztWDxhMS+fviQsJIz5Y+YrD6Y2adKE5s2bKJ9NtWvLcIWsIsVDF7p06ZIRcYiPXL9+/QgNDWXMmDHxXuvRowdLly3l+rXrPLj1gKO7jtKobSMDRJmxfF/5smbmGroP746TmxNLJ8becjczN2P43Lhzmzq5OdGobSNlKMTGBRtp1aUVFhYWeo1bX5ZMWMLBnw7G2/5ljy+xzWaLNiY2mR2zaAzta7RHo9EQ9CaILYu30HFgx3jHZhVLJi4hIjyC9n3bf3C/FdNWEBOt+wJgbWtNrzG94rxesHhBqtStwvlT5wFYOHYhtRvXTvZMGlmFr7cvkeGRTB8wnf/1/h//y/0/Zg6JHZfac3RPzMzM4lwzY5eM5dtG3wLg9dSLo7uP0qB1A73Hnl4SumYKlihIwRIFlWWOr/1zje0rtyuvO7o60rpb3C7KynUrU6hUIR7c1I35nj5oOptPbc74X0DP3HO7M//n+UzuO5lv6n8T5zVTU1PpyMvCUvXuFhMTw65du5g6dSrTpk3jl19+UXpXhEipcePGsWXLFubPn0+lSpXivW5qasqihYuU8vp56wkNDtVniHqxePxiChYvSJN2TYgIi+D0kdPKa18P+BorG6t4x/Sf1B9La92E8rU61zLaJBfgqz5fsWj3Iup/HjvJu4WVBV2GxP/ynd0xOy06tlDKR389qvTmZTU/zv+RE3tP0Gt0rzhP0Cfk1qXY3rYBkwYkmMCOXDASUzNdV1RocCjr5qxL34AzAa1GizpSTbs+7fiq91fUbVqX0k1LK9Oe5swT/wHFPAXzKMOFAPZs3pNl7wQkds20/qY1rb9pTcXaFalYuyIN2zRE9c5csKPmJ/wMxPil45W7R74vfdm7KWsvDJWQV89fMaHXBLLlyMbYxWOZ/uN0yn6iuzNUvHhxihUrZuAIRWqlONG9f/8+JUrolk3cvXs3O3fupGPHjpQqVYoHDx4kfQIh3jFp0iTlC1P//v0T3c/T05PWrVtjaWVJzdY1lfFUxuL0odNcOH2B7sO7ExocSlhoGMU/043BdXRxpMXXLYiOij/vp5mZGfO2zWPyocnkaZyHVyGv9B263rh6uFK0TFGqtKiCc2HdHKnRUYnPQ9prjO5D3sLGglJNS6VonHRmsXnxZrYt20bX77rSslPLJPcv8mkRTMxMqNO0Dp+2+jTBfWyz2fJljy8BsMpuRZEqxjeDTjaHbABUqq374nzf/z4Vu1Vk+GrdXZG3vZPvGzZnGO553bHKbkWpxqWyZKKbkmvG0tqSYo11CZxHPg/KVC2T4H5uudzwbO4JgJ2LHXlLGt9DjOvnricsJIzp66ZTu3FtcpbJydAFQ5n9w2xu3rzJyZMnDR2iSKUUZwsDBw6kUKFCnD17Vnn4zM/Pj44dOzJw4EAOHEh6GUshQJfkTpw4kYkTJzJ69Ogk91+4cCGjp43mSugVQjQhWGKphyj14/G9x8RExzC47eB4r/n7+PNlpS8Zv2w8NRvUjPd64VKFAXhx5wUXnl+gefHm8fYxJkGuQXw1/yv8Dvmxbdk2Xj17leDDOCYmJoxaMIrnEc+5H3kf73Bvcpnn0n/AqbR58WY2L9pMx4Ed+arPV8k6pliLYnTq1Yn8bvk/uF+XIV1w8XBBXU5NhFnyVqHKSgoUK8DtK7cBUKvVXPO+hputG0Wy6ZJ6lUnCX3qsbKyYtGISXnjxKOIRbyLe4GTjlOC+mVFKr5mn0U+p0rUK94/dp2CJgh/cd8jMIZSqXoqwUmGEZUvhKo5ZwIN/H5C3cF6sbKxQx6gJjAikfqH60ACGM5wbN27wySefGDpMkQopTnRPnjwZJ8kFcHJyYubMmdSqVesDRwoRa8qUKUycOJGxY8cyYcKEZB2TO3ducpMb9VM1Z1+cxcHSAVMjeRqgQesGygNUIYEhXAm4goWpBbtG7qJmg5q06tJKGVeXmPKu5fnr6V/cfn0bx2hHXD3iz26RlYUGh3I/+D4hkSHUL1CfjV4bMTExwT2Pe6LHeOTzwAMPXt1+xeWXl3FQOcR5qjqz2rJkC5sXbaZ93/bKFGKJ0Wq1ykpQrjaulC9ZPsnzm5iY0Lx9c+743OGi10We+D8hn+OHH3TLSmo3qs2h7Yf4Y/8flO9YnmhNNOU9ynNyu65Xrnj54okem69IPnKqc/Li/guueF2hult1o7tmYqJjeB34mjt+dwi5EUJUZBSlK314ulALCwua/685l19e5t/X/1LQsSDudon/7WU1Tq5OPL77GF9vX0IsQ8jrkJeiTkX5cY9upo7cuXMbOEKRWilOdC0tLQkODo63PSQkxKjHB4r0M2/ePMaPH0/jxo1p1qwZZ8+ejfN69erVP3h8GfcyPHzzEO9Qb9xs3JTxhpnZ+ZPniQiLUJbsfHr/KacP6cbgVvGsgntud9xzu3PlzBVmD5tN6dal6dOvD7vYhZObU7x5ZBOSL0c+9u7cy7Alw7Ayt2L7P9uN4iGjhWMXYmVjxd+//02MZQzlG5Rn3dN1nDxwki97fJlgb+77yuQow4pFK1i9fzVzNs+haJnMu2T5rrW72LRwE5XrVqaqZ1X+vfxvnNffzoEa4Begewr+0i32btGNmYy8HcnpwNNkd8weZ+aJxBRzKcb9N/e5+voqOW1yYmFlHO/hlepUonLdyuxcs5M9W/bwaZdP+d3ud7Ys3kK1etUoXTnppK64bXHWLVzH4uOLWbZnmTK3amaUnGvG+4U3s76bxSfNPuHJvSecOHgC56LOeF/3Jl+RfDT+X+Nk1VXauTRPA55y5cUVPs33qdFcM593/ZzJfSbTxbMLBcsWZGD/gcz9ZS4zZsygZMmSNGnSxNAhilRKcaLbvHlzevbsydq1a6latSoA586do3fv3rRsmfQYMiH27dsHwOHDhzl8OP7iCUmNi7OzsKOQXSHGTBzD40uPWbxrcaZPdhdPWMzrF7GrDp0+dFpJdN8u26pWqxnfczzqCDUXN1/kdrnbKapDrVZzaN4hNDEaoohi08JNCT6oldWUKF+C9T+s543PGwCOPTxG6cqlGTZ3GPVb1U/iaJ3rR65z9WfdpO+juoxix4UdmfZLwNnjui9+F05diLNYyFuH7+n+Zp7cf8K0gXEXNlg/Yz0AZaqWYc6WOcmqr6JrReZMnsOKgysYOGUgjdsmL+HJ9P57G4kKj+K3Fb/h6uHKF998wdf9v07W4Rd3X+TWPt3DfcM7Dmfz6cw700ByrhkbOxscnBzYsWoHvt6+ADy78IwGrRvQe2zvBB92TYi5uTmlnEsxf8x8Fp1cxNS1U6lYu2L6/TIGUqN+DWo3rs3pQ6e5d+keg78dTKFChejVqxejRo2SjrwsTKVN4Wj7gIAAunTpwr59+5T1jKOjo2nZsiUbNmxQlsbLqpK7dnJ6McT60FlBUu3SvEVzDuzXjQfvO75vsh7UyezmDJ3DsT3HAN3UUDsv7kxwaIY2Rkvk7Ugsi1uiMo071nDl9JX8sl63XKWpmSk///Nzlrjt+iH+Pv58XftrtBrdW9WAyQNo1r5ZvP0+1C5R6ihaV2itzLzwxTdf0Gt0r3jnyGpGdh7JlTNXAMjhkoOtf21N8KG75F4zVjZW7Ly4EzOzrP2w56O7j+jTrI9SHvHDCOq1qBdvvw+1S1BAEO2qtVOuu15jevFF1y8yNnA96N28N4/vPAYgb+G8rDq0KsH9PtQ20wZM4/Rh3Rd1BycHfjr7U4bGrA/PHz2nV9NexETHYGlpye3bt8mfP3+8/eQzO2GGaJfk5msp7tJwcHBgz5493Llzhx07drBjxw7u3LnDL7/8kqFJ7rRp06hZsyY2NjY4ODgkuM/Tp09p0aIFtra2ODs7M3DgQNRqdYbFJAxn3Nhxys8bF2xM9Mn7rML7hTfH9x5Xyl2/65qq8cffjvwWGzsbQDcO7925Q7Oqqf2nKsmGg7NDgkluUswtzGnbI3aVrD0b9xAUkLWvmTtX7yhJLsDAyQNTNbPEN999o8xiEhEWwdJJWWvJ5IRM7R+7gleegnkSTHKTYu9gz6ctY2euWDd3XZb/PPnryF9Kkgu6WSZSo9+EfsoDfQF+AWxbvi2JIzK/VdNXKXNQDxs2LMEkV2RNqb53V6RIEVq0aEGLFi0oXLhwesaUILVaTdu2benTp0+Cr8fExNCsWTNCQ0P5888/+emnn9i1axfff/99hscm9K9atWp06tQJgJCgEDYt2mTgiNJmav+pypANZ3dnWnVularzmJiYMHDKQKV8/uR5Ht19lC4xGsLbMahvjZg3ItXn6jioozLtlCZGw7QB05I4InObPih29a4CxQpQ47MaqTqPhZUFnQZ1UsqHfz6Mv49/muMzlON7j/Pi0QulPHbJ2FSfa9C0QVhY6m5ZR0VGsXD0wjTHZygajYb5o2IXPahYq2KS8zInxsHZgSbtYsesblm8hYiwrDt7x4VTF/jnj38A8MjlwciRIw0ckUhPqUp0N27cSJkyZbC2tsba2pqyZcuyaVPGJhqTJk1iyJAhlCmT8Dx/R44c4datW2zevJkKFSrw2WefMW/ePFavXk1QUNbuuREJmzFjBja2ut7L/Vv38+hO1kzozp88z70b95TyqAUJT9qeXJ7NPclTMI9Sfrd3K6uZMWSG8nOxssWoULNCqs9lYmLCdzO/U8pXz17lztU7Hzgi8zr400G8X3jrCioYt3Tchw9IQrte7XBwdgB0iy1k1WtGo9GwePxipVytfrU4S/umlIWFBT1G9FDKx/cej233LObH+T8SEhQCgImpCaMXJT2l44f0Hd9XGdcbHRXNnGHJGxOe2URHRbN82nKlPHvWbGxts/ZwLxFXigdi/fDDD4wbN47+/ftTq1YttFotf/31F71798bX15chQ4ZkRJxJOnPmDKVLl8bDI/bJ2EaNGhEZGcnFixepVy/hW1eRkZFERkYq5bdJcVRUFFFRGb+S0ts69FFXVpKcdnF1dWXkiJGMHz8erUbLiqkrmLF+RpZbGGDu8LnKz6Url6Zk+ZJxliZ939vXPrTPmEVj6N28NwAvHr3g+K/HU3X71pB+2fAL/q91PYsqlYoxi8akuV2qe1anYPGCPLz9EIBpg6bx47Ef0zHqjBcdHc3K6SuVct3GdcmZO2ea22b47OGM7qZLfm5dusW1s9coUyXhjoXMauW0lcrMJqZmpgyfPTzN7dKiQwt+XvUzvq980Wq1TOk3hcW7Fie6f2YUGhLKzjU7lfIXXb7A1tY2TW1jqjKlz9g+zB+t6yX+68hfPL3/lDwF8iS4f2a1f/N+XjzU3QGoVq0abdu2/eDnjnxmJ8wQ7ZLculKc6C5evJjly5fTuXNnZVurVq0oVaoUEydONFii++rVK9zc3OJsy5EjBxYWFrx6lfhqUTNmzGDSpEnxth85cgQbG5t0jzMxR48e1VtdWUlS7VK8eHFcXV15/fo1V89e5fTG01SrVk1P0aXd9u3bCfQPBHQ9jkP7DyXydmQSR+mo7yU+XtAdd6pUqcL58+cB3fLC1QtVz7QzDbxPrVazft56pVyvXj3sA+yJDEi6bT7ULgAjhoygd+/eaLVaXr94zd6Fe2nUqFGaY9aXpUuXEhmuawdzc3P6f9M/Xa6Zko4lKVKkCPfu6e4uzBw0k3Xrss7ywEFBQezbsk8pt/2yLabPTIkk7dfM0MFDldvZ92/e58zWM1SsmHVmGpg+eboy/tTW1pavm3+dLtfMJyU/YZv7NuUzdmqvqSxatCjR/TOboKAgNi2MvRv95ZdfcujQoWQdK5/ZCdNnu4SFJW/hkhQnui9fvqRmzfirM9WsWZOXL1+m6FwTJ05MMMl81/nz56lcuXKyzpfg08Za7Qd7+EaNGsV338XezgwKCiJPnjw0bNhQb7MuHD16lAYNGsgTnO9ISbtotVratWsHwLpN66jevnqWmAomOiqaXb/sUsrN2jfDrbrbB47Q0cZoUd9TY1HEIt7T0O8auWIk/6v2P2KiYwgPD+f4teM0+yrlD3IZwtopa5Vv65ZWlgxZNCTJmQCS2y55i+elbpO6nDyoWzxg4+aNNB/QPEt8CQgNDuXY8WNKudPgTmQrmy3J45LbNuNWj6NLvS5otVr8/f05cOYArb9pnS6xZ7QtY7ag0WgAsM9hT5eJSU+tl9x2KVe8HKV3lubGhRsALF+9nI0nNqZP4BnstddrLl2+pJQHTh2IdUnrJI9LbtuMXTaW/q11y7c/ffqU80/OU7tR7bQHrgcnVp0gNDQUgM6dOzNo0KAkj5HP7IQZol2SOyw1xYlu4cKF+fnnn+Mt2bp9+3aKFEnZwPb+/fvz1VcfXqYwuU8+uru7c+7cuTjb3rx5Q1RUVLye3ndZWlpiaRl/KVlzc3O9XsT6ri+rSE67tG3bluXLl/PHH3/g/dyb33b9RsuOmX+6sWO7j6GO0PWW2GSzoc/4PokuTZoQlanqgx9Atva2tO/bnu2rtlOpayVqfF7jg/tnFupINScPx64r/+2obzG3TP7fRlLtAvD9rO85c/wM6gg1ocGh/P3739RpUifVMevLvq370MTokjknVyf+1/N/KTo+qbZxzeVKg9YNOLLrCACbFm+iTY82qQ9Yjz4f+jkvNC/4d9+/DJ09NEXXenKumXFLxtGhdgdiomPweenDzcs3k1x4IjPYtX6XMqdw3sJ5+aR5ypaxTaptCpcpTKU6lbh4+iIAS6cspU7TzP+3BFCvYz1MHUz5Y/MfzJw5M0WfwfKZnTB9tkty60lxojtp0iTatWvHqVOnqFWrFiqVij///JNjx47x888/p+hczs7OODs7pzSEBNWoUYNp06bx8uVLcubMCeiGH1haWlKpUqV0qUNkTiqVioULF1L3k7p81vkzarfKGr0JJT8tSdVvqnJj1w2mr5ueIT2KHQd0pE2PNhx4eIBLLy7RoGiDdK8jvVlYWtB0QlNOrT5FodyFaN6hefrXYWXBxBUTmTZ4GmXblaV47cSXhM1Myrcqz9WXV7l78C6zt8zOkDoGTh3IyQMnMbMzo/XYrNGbq1arueJzhU+7f8rM6TMzZB7g7E7Z+X7G96ycs5LyHcuTq2SudK8jI1TvVJ0HwQ94duoZMzdmzHSDoxaMol21dti62tJpaqekD8gEYmJi8Ivwo/c3vVk5ZmWWuKMjUifF7wZt2rTh3LlzzJ8/n19//RWtVkvJkiX5559/qFAh9U9EJ+Xp06f4+/vz9OlTYmJiuHLlCqDrYbazs6Nhw4aULFmSTp06MWfOHPz9/Rk6dCjffvutXoYgCMMqW7YsL56/4KLPRS6/uoxjNkdDh5Ska77XqNqmKqMHj072qkSpYW1tTRnXMlz0usgT/yfkc0z9U+j6cNf3LhYeFoxfMx53a/cMq6dirYqsP7qe4y+Pc/HVRRpny9wrgqnVau4E3cGzsycTR03MsGvGzMyMH0/8yNOop1x/fZ1XIa9wt8u4/w7p4bbfbcLV4dQsUDNDF7uo16oe5eqV49jTY1x5dYV6BTP3A54h6hDuh9yneZ/m1JhUI8OuGTt7O7ac3sL9yPvc87/Hm/A35LDOkSF1pZeXIS/xsPOgpGtJSXKNXKreESpVqsTmzfpdDnH8+PH8+GPs09Fvk+oTJ07g6emJqakpBw4coG/fvtSqVQtra2s6dOjA3LlzEzulMDK2traUNinNw4CHvA55jaudq6FDSpDXEy8eBj4kiCA+yf9Jhia5bxVzKcYD/wdcfHGRczvPpfiWt76cP3Wex06PcbN1I79j/gyvz97BnjIxZfjn+T+cvXqWAs4FcMuV9DhpfXt05xHPo58THh1OnXx1MvyacXB2IFtMNh4GPOTC8ws0L57+verpITo6mh3rdmBaw5Q8Dnlws8/Y/3YqlQqn7E6UdivNlVdXOHvhLMULFMfBySFD602Nezfu8cL0BRqthgo5K2BlnfHXTLmocjwNfMpFr4t8VuizDK0vtdSRam5cuYFdYTvq5KuDtUXS45VF1pbirzEHDx7kt99+i7f9t99+S/bTiqmxYcMGtFptvH+enp7KPnnz5mX//v2EhYXh5+fH4sWLExx/K4yXo7Uj5d3K4x/uz+MHj0nhCtcZTqPRMHPITGa0n8G93fdwsXTRW93BZ4NZ+9Va1s1Zx77N+5I+QM9+2/Eb47qPY9/IfTgEOuitXg8rD25su8Hkrybzw6gf9FZvcqkj1EzpP4XZHWbz4vcXOFg46KVeU1NTKrhXICgyiAt3LnD/5n291JsSi8Yu4sc5P7KlyxZMHuqvVy6PRR4urrnIpK8nsXzq8qQP0LMA3wDGfTuO+R3n8+bvN2S3yrhVS99lbm5OKZdSvAp5xfmr53n28Jle6k2J3et3M7rjaHZM2oFFSOZ/aFmkXYrfGUaOHElMTEy87VqtVlYTEZmCM84cWnSIvs368se+PwwdThzr5qzj7vW7xKhjuH9Cv4nD46uPiVHr/nZXz1pNdHS0Xuv/kLCQMBaN101L9Pr2a0Jeheitbq1Wy70T99BEa7h65io7Vu/QW93JMXfEXLweexEVFsXDUw9T9MBiWuXKlosra64wrsU4RnUdpcxqkBn4vPTh6G7dVEaRwZF4P9LfQg5RUVHcO3EPrUbLyf0nOXXwlN7qTo5pA6cR4BtAZFAkz8490+vc4gWyFeDswrOM+3IcE76doLd6k8PP249ty3TLFf/1218EBwcbOCKhDylOdO/du0fJkiXjbS9evDj372e+b/zi43Pz2k1+++k3NDEaVs9enWmWpgwJCmH3+t1K+dMWnyrLi+rDkJlDlNkL1BFqFo7JPMuZzho6S5nn09rWWq8zINjY2VDzs9gpEzcu2KjMhmFoXk+8OHUoNolq3kG/06CFhYRx4+gNtFotwQHBbFm8RW91J+XdZbMdXR1p3U1/D845ujhStmpZpbxw7MJM8yXg5sWbXD9/XSnre3o4n5c+3D+tywW8nnpxZPcRvdb/IevnrVfmoO7du3eiK60K45Lid8zs2bPz8OHDeNvv378vy+aJTKFRo0Y0bdoUAH9vf35elbLZQDLK9IHTlamh7LLb0eW7pOf5TE8WFhZ88903Svn3X37H56WPXmNIyJN7Tzh3LHZqwP6T+uv94ZD+k/pjaa0b5hSljmLuiMwxtn9K/ynK1FBuudxo2q6pXuu3d7CnxdctlPJPK34iLCR5k7RnpEt/XuLOtdjlm0fMG6H3GEYtGIWpmSmgm9947ey1eo8hITMGxy6bXaR0ESrXTd489OklV4Fc1GpYSykvm7QsU3wJuHP1Dr//8jsADjkcmDx5soEjEvqS4k+Tli1bMnjwYB48eKBsu3//Pt9//z0tW2b+uUvFx2H+/PnK09c71uww+Pr0d6/f5dJfsZO2D5k+xCBP+rbu1hpHV92MFG+XMzW0qf2nKj/nKpCL+q3q6z0GMzMzeo3ppZRPHTqF1xMvvcfxrjPHzvDo9iOlPHrh6A/snXF6jemFta3ugZ2Y6BhmDZ1lkDjeNXtY7NRqJSuWpFz1cnqPwTabLV/2+FIp/7LhF4ICkjeBfUbZs3EPvq98Ad2Dc+OWjjNIHMPmDMPMXPf+GxEWwdJJSw0Sx1sajYalU2JjmDxpMk5OTgaMSOhTij9p58yZg62tLcWLF6dAgQIUKFCAEiVK4OTkJDMciEyjaNGiyio3UZFRrJm1xqDxTB80Xfk5f7H8cXo89G3U/FHKz3ev3+XSn5c+sHfG+mP/H3EeWBm7ZKzBYmnariluuf97al+LQb8EaDQafhgR+2Bc+RrlKVaumEFiMTExYcDkAUr53LFzPLn3xCCxAGxfuZ0A3wAAVCYqg14zXYZ0wS67HQCaGA0zBs1I4oiMo1ar4/Qqf9ryU1w9DDPzjJWNFV8P+FopH/zpIP4+/gaJBeDEvhPcvXoXgBIlStC7d2+DxSL0L1VDF/7++29lKq/vv/+eY8eOcfz4cRwcHDIgRCFSZ9y4cTi76BYkOX3oNNf/uZ7EERnj8M+HefXsVWxciw3Ty/JWmaplKFkxdpz9u71j+qTRaFg0bpFSrupZlQJFCxgklrfGLBqj/PzoziP+/v1vg8SxaeEmggN1D8qYmJowepFhenPf+rTlp+QqELtAwru98PqkjlCzaeEmpdz4f41xdDHcnNkmJiYMmT5EKV/++zJ3r981SCwLxyxEHakbW25hacGg6UkvZ5uR2vdpT3Yn3WwPWo2WaQOmGSSO8NDwOF8AFixYICuafWRSde9UpVLRsGFDhg0bRv/+/albt256xyVEmmXPnp3p02J7UpdNXZbgjCEZKTo6mhXTVijlOo3rxEkYDGXskrHK0/sBvgH8tPwnvceweuZqZbynqZkpI+cbftaWomWKUr5GeaU8f+R8vY8vDA0JjTOuvFXnVtg7GH7Rm3d7Tp89fMaJfSf0HsOcYXOIjtLNFmJlY0W/Cf30HsP7ajWsRYFisV/Q3r17oy+vvV5zfM9xpdx9WHcsLAw/ddawOcOUn29evMn1C/rvbPh51c/4v9b1Jjdv3pyGDRvqPQZhWLIciDBq3bp1o1x53fi9R/8+4sgu/T4BvG/TPmXWBzMLszhv/Ibk6OJIk3ZNlPKFvy/otf7IiEgO/3xYKbfr1Q4bOxu9xpCY0YtGY2Kqe2sMDgzmxF79JnRbFm9RZqCwsbPh25Hf6rX+xBQoWoCqnlWV8uLxi/X+JeDOjdgH0HqP7Z2hq6ClxLil4+C/GbxePXvF1XNX9Vr/2tlrlRkonN2dadWllV7rT0zlOpUpUqaIUp45OGOWIE6MVqvl1rVbgG6O3x9+yHzzZIuMJ4muMGqmpqYsWhh7e/zEfv0mLedOx84m0HlQZyysDN/L8lbf8X3JVzQfnwz5hBZTWiR9QDq6efEmkRG6aX5cPVzpOLCjXuv/EHsH+zhTMp3544ze6tZqtVw+d1kpD5wyMFMtTzpy/khlpoGwkLA4D1jqw5fLv6R6l+qUqVqGxm0zz5LNHvk8+LTlp0r5z6N/6q1udaSaW1d1yZyJiQmjFoxK4gj9GrdknDKPr99rP72O79ZoNHSd3ZXpK6YzY8YMihQpkvRBwugk++vw8+fPyZ07d0bGIkSGqFu3Lr1798YipwUFPtXvGNC6Q+viUM4B85fmmW7ZXTMzM1YeWMm1l9e4/vo6r0Je4W7nrpe6nUo40eKHFjzY8YABowdkqmQOoPvw7vi89EFVVEXVRlWTPiCdqFQqGk5pyM2DN3HTuuHZ3FNvdSeHjZ0N7Xq147dff6Pm0JoUqKi/v6e7vncJiQzhm37fkC9HPr3Vm1zfz/ye4OBg7KvZU/azskkfkF5U0OyHZtzbe48irkUoVamU/upOBlcPVxq2aciVy1eoM6wOTvn0N9uBd6g3LjYuNO/cnOzW+lkdTmQ+yU50S5cuzeLFi+nUqVNGxiNEhli+fDk+IT7svbMXvzA/nGwy/s32gd8DAqMC+V+n/1HQsWCG15daZXOW5WnQUy68uEDzYs31Uudl78vkK5SPPuv76KW+lFKpVIxaMIpbr29x5dUVXgS9IJd9xo+tvvX6FuHacL7p841e6kuNzoM7075fe/bd28elF5doULRBhtepVqu55n0NN1u3TJnkgm6c+ZSVU7jsdZnbPrfxc9bP+8xN35toTDT0HdZXL/WlxpAZQwiLCmP/3f1c9LrIJ/k/yfA61TFqgtRB1C9YX5Lcj1yyu1GmT59Ov379aNOmDX5+fhkZkxAZwsXOhTKuZfAO9c7wh9K2Ld/G6cunyWGTI1MnuW+VcS2Df5A/I3uN5M/fMu626+0rt1m7Zi2hEaFUylkpw+pJLyVdS2JnYcfvZ37n1w2/Zlg9Wq2WjQs2cu7WOXLa5cy0Se5b5ubmlHIphU+4D0/8M/ZW9E/Lf2LmxJmoo9VUypX5r5lSzqWwtrBm77G9HPr5UIbVEx0Vzaq5q7jy6AqFHAtl2iT3LRtzG4o7Fud54HNehbxK+oA0OH3oNId/O0ze7Hkp6lQ0Q+sSmV+ye3T79u1LkyZN6N69O6VKlWLVqlWyQITIckq6leRBwAPOnj+Lg7lDhtzm27d5Hz/+8CMmZiZ82fdLyALDwt7cfsP27tuJiYrh/oX71GxQM92HE0RHRzNt0DR8vHxwL+pOo7WNwPCTCSTpye4nHPzxIFqtFgcnBzxbeKZ7HRsXbGTbsm2YWpjyzchvIPN/N6KYSzEe+D/g5NWTvDn2hkFT0386q9DgUDYu3IgmRsPFgxf57OBnYJ3u1aQrc3Nzrq25xt97/8bUzBSPvB4ZsqDF0klLObT9EBabLMgzLQ/kSfcq0l0J5xI8CnjEodOHiLgQQZ9x6X9HJyQohMUTFhP0Joh/G/5Ls33NwDTdqxFZSIoeWS1QoADHjx9nyZIltGnThhIlSsR76vXSJcNNPi9EUkyiTdgxYwe/bPuFXAVzsXL/SmUFn/SgjlCzasYqADTRGlxyuKTbuTNS4VKF0Wp0T22HBIWwYd4Gug3rlq51LB63GB8v3ZLDmlANOZxzpOv5M4pTdielbRaOW0jdZnXT9UtAoH8g21dsByBGHUOunJm7N/dd19Zd449f/gCt7hpq1r5Zup5/xqAZyrLZZiZmOLs7p+v5M4JKpSKHre7ajomOYdZ3s9j699Z0rePZw2cc2q7rLVaHqcmdJ2s8P2Nubs7Z+We5fEL3wGWlOpXizOSRHrYs2ULQG90KdS4OLplimjVhWCl+t37y5Am7du3C0dGRVq1axfsnRGZmbW3Nq8e622YvHr5g/5b96Xr+H0b9QJQ6CgBLK0uafNUkiSMyBzt7uzgzDexcu5PQ4NB0O7+ft1+cqd1admypPL2f2X3e5XMl1vDQcFZMXZHEESkzbeA0ZZou+xz2VK9fPV3Pn5G0kVrQfQdg1fRVREdHp9u579+6z4XTsdPeDZo6KNM9tJiY9n3bKzMN+Pv4s2vtrnQ9/7sLdnjk9aB4ueLpev6MFB0ae43MGzEvXc/97MEz9m7aC4CVlRVz5sxJ1/OLrClF7xqrV6+mTJky5MiRgxs3bjBlyhQmTJgQ558QmZlKpWLhwoVKeeOijQT4BaTLuV8+e8kfB/5Qyt+O+jbTzPOZHN2GdcPW3hZI/+VMp/Sfoszz6ejiyJc9vky3c2c0Gzsb2vdtr5T3b9lPoH9gupz71uVbXDt3TSkPnTVUSZCygu9nfo+5hW6VqciISBaPW5xu554+MHbhhbyF81K3adZZmMjZ3ZkGrWMf0tvwwwbUEep0OfepQ6fiTNE1erFhV81LqbGLxypfWAL9A9m8eHO6nXvl9JXKHNQjRowgb9686XZukXUlO9Ft3LgxI0aMYMmSJezevRsXl6xxS1aI91WpUoWuXbsCEBYcFmdJ0bSY2m+q0rvl6uFK8w76mcEgvZiYmMQZZ3nh9AXu37qf5vNeOXOF21duK+URP4xI8zn1reOAjtjn0A0o1mg0TB2QPkvgvvtlolDJQlStp7+pzNKDhZUFnQd3VspHdh3B56VPms97ZPcRvJ54KeWxi8d+YO/MaeDUgcq82VHqKH4YmfbFCjQaDQvHxH5Rr1SnEoVLFk7zefUpu2N2mnWIHeLy07KflEV10uKfP/7hwindHYBcuXMxfPjwNJ9TGIdkJ7oxMTFcu3aNzp07J72zEJnc9OnTsbXT9V4e3H6Qh/8+TNP5zh0/x4N/Hyjl0QuzVi/LW3Wb1CVv4dhekOkD0r6c6azvZyk/l6hQIkMezNGHobOHKj9f/+c6ty7fStP59m3apySFKpUqzhK7WUnbb9vi6OII6GaPmDZgWprOp9FoWDZpmVKu8VmNONdkVmFmZkavUb2U8h8H/+Dls5dpOue6ueuUIUUmpiZZ9n2mz7g+WNvqniqMjo6O8x6RGlHqKFZOX6mU586Zi41N5lhpURheshPdo0ePyoIRwmjkzJmTcWPHAaDVaFk+dblyaz2ltFptnLFmZauVpXj5rDNm7n3v9p55PfXiyO7UL5v88+qfeePzBvgvmcuCPXNvVfWsSqFShZRyWoZ2REVFsXr2aqXs2dyTnHlypik+Q3q3l/721dtc/vvyB/b+sOWTl8cum21uxoh5We8OwFvNOjTD1cNVV9DClH5TUn2ukKAQdq/brZS/7P4lttls0xqiQZiYmNB/Un+lfOb3Mzy9/zTV59u3ZR8vHr0AoGbNmrRr1y7NMQrjkTVG9guRAQYPHkzBgrp5nK7/c52/fvsrVefZvHgzQQG6p3xNTEwYs2hMusVoCHkL56Vmg5pKedmkZcrDUimhjlCzaUHssJBGbRvh5Ja55/pMyvil45UxtD4vfZQHX1Jq0dhFyphNc0tzhswckm4xGkK56uUoUaGEUp79/exUnSfAN4AD2w4o5Q79OmBlY5Xm+Azp3V7Xh/8+5Oyxs6k6z/RB05UZKOzs7ej6fdf0CM9g6reqT678sTOMTOmfui8BAX4ByjhflUrFokWLstQ4d5HxJNEVHy1LS0t++CF23NyqmatQR6bsgZEodVScSeFbdmpJdsesvwrP8LnDlWnXHHI6EBYSluJz7Nu6L3YGCmvLOD04WZVbLjfqtainlH/d+GuKvwSEBofy55HYRTm++f4bo5gCaezisahMdAnGG983/Lzq5xSfIzgoGDtnO0A3lrNDvw7pGqMhFC9fnHLVYofrbF+5PcV3j/y8/eI8tDhkxpAsMwPFh4xZHNsp8OzBM04dPJXic0Spo8hfJj8A3bp1o1KlzL+oiNCvrPNIuBAZoGXLlnz66accP34c6+zWvPF9g1sut2QfH/QmCGtna/CGXPlz0XN0zwyMVn+sbKzoP6k//ip/NEU0RJpGYoddis4RFBGEqYUpMeoY+k/qn6VmoPiQwTMGc+38NXxf+mKRw4KQwBDlQbXkeOP7BlsXW8JDwilatmicad2yMic3Jxp92YjDPx8G4NXLlK9+pXHQ8Pmyz1H/o6Zcqaw5ljshoxeNpnuj7oQEhKCyU6GOVGNpZZns4/19/LF1tiXwZSCV6laiVsNaGRit/hQsXpAqdatw/tR5VCoVzx4+S/E5tNm0DFs6DNsnttStnnVm5hD6YxyfPEKk0ttbXb+f/h2rSlYp+vABiLSOpP7E+mhvaqlWvppR9LK81bhtY6Kioth7dy+XXlyiQdEGSR/0DpdPXWhfpj32T+xp8EXKjs3MLCwsGL1gNJfuXcKkmAnhpuHYp2CJt0j7SJrMbEL0pWgaNWqUgZHqX/9J/fH28qZQ+0IUKZqyJQHVajWXvS/jaONI428bZ1CEhpHdMTsjfxjJPf97qAqoCNeGY0ny32vCncJp/kNzYs7H0Por4/hi9NbIBSOZ3H8yxb4pRuFCKZtBIiYmBr9wP+rkqUOl8tKTKxJmPJ/KQqRSqVKlGNR7ECVcSvAqNGW9UBe8LmBvbc/XX39N4VJZa5qf5DA3N6dCzgr4hPvwwO9B0gf8567vXYIig6hTug4tOxrfUuElK5bkf1/8DxtLGy57J//Bq7fJnFM2J7r06IJ7HvcMjFL/zMzMmLF+BlXLVOV54HNehST/7+m2323C1GFUcKuQgREaTuU6lWnTpA2mpqZcfpn8ayZEHcJt39vkd8lP1z5dU3T3ICuwzWbLrB9nUbZIWR4GPuRN+JtkH/si+AUedh6UdC2ZgRGKrE4SXSH+U86tHI5WjrwMTnoKoAe3HjCw/UCe3X1GhZzG+cH8VkHHgthiy8y+M+nW4MPLAmu1WqYNnMbWtVtxtnQmX458eopS/ywsLCjjWoZ71+4xoN0AXjx+8cH9L56+yIieI/B76keVXFX0FKVhlM1ZFjsrOy48v5Dkvmq1mv9V+x9rJq8ht31u3OyTP3Qoq7GwsKCUSykunbnEgLYDklys5vie40waNIlgv2DKuJbRT5AGUs61HJYmlvzz7J8k942MiGRox6Gc+/0c5dzLYW1hrYcIRVYlia4Q/8lunZ1yOctx6ewl5o6cm+hDRhqNhrHdx3L3wl32D9uP9zVvPUeqXxqNhvWd1/Ps0jO8Hnux58c9ie67aeEmTh86zdk1Zzk+67geozSMlxdecmDkAe5dusfobxKf0zQiLIJpA6fx71//smfIHt48Sn6vVVZV3rU8T+4/octnXfj7978T3W/hmIUE+Qdx9/e7rOuxTo8RGsbDow85OvEo967cY0y3xGdo8ffxZ8GYBVz//Tq/DviVSP9IPUapf+bm5pRyKcW/l/+l4ycduXv9bqL77l63mxvnbrB21FrWzTX+a0akjSS6Qrxj0w+bWNx3Mb/v+p3jexNO1FbNWMUbX12iYm1rTZmqxt3TYmJiEufhl7Vz1qJWx5+dIjQ4lO0rtyvlOg3r6CU+Q6pcp7Ky+pX3c29+Wv5TgvvNHT5XmbnC0cWRgiUK6i1GQ7l15Bb7huzD+4k380fOT/CL42uv1xzfE/t39kXnL/QZokHUbFgTE1PdR++DWw84se9EgvtN7T9VmQUmd/7cKXpINqu6sP0Ch8cextfLl2kDE154xPeVr/J3ZmpqSpcuXfQZosiCJNEV4h0NP2uo/Lx29lrCQ8PjvB4UEBRn7tTPO3+OuYW53uIzlEHTBmFhqUvo1JFqFo5eGG+fmUNmKuvM22SzoUm7JnqN0RCsbKz47IvPlPLmxZvjLWf64tEL/vwtdjqxzgM7G9VDi4mp1aiWktAFBwazccHGePtM6TdFmWrL2d2ZVl1a6TVGQ3B0caRK3dihK4vHL473JeD6P9e5dSl25b1vR36rt/gMqV6LevDfFLjez705tP1QvH3WzV1HZISud7tv376ULCnjc8WHGf+7rRAp0KBBA1q0aAHAG583cXooAaYNmKZM2p7NIRsdB3bUe4yGYGFhQY8RPZTy8b3H8X4RO2Tj4e2HnD95XikPnDzwo0jmAPqO76ssahAdFc3c4XPjvP7uRPg58+Sk4ZcN+RjYO9jzeefPlfKO1TuU5WsBzp88z70b95TyqAWj9BmeQY34YQSmZqYAhIWEsWrGqjivzxwyU/m5aNmiVKxVUa/xGYpHPg/qNI69E7Ri2gqio6OV8q3Lt5Q7ADkcczBx4kR9hyiyoI/jk0iIFPjhhx8wN9f10u5au4tXz3RPjt++cpurZ68q+30387uPJpkD3WIYzu7OgO6hs3eXM502IPY2Y56CefBs7qnv8AzGzMyMPmP7KOU/f/uT54+eKz8/vvtYee3dCfI/Bj1G9sAmmw0AMdExzBwcm8C9+4WgdOXSlKpUSu/xGYqNnQ3tesUuU7t3014C3wQCsHv9bvxe+wG66Q/HLRlnkBgNZdjsYZhZ6GY+jQyPZOnEpYDuWYHlU5Yr+02dMhVHR0eDxCiylo/nU1qIZCpcuDBDhuiWZI1SR7Fq5mquXoXxvWco+xQsXpAa9WsYKkSDebfX7f7N+/y8/jxLZhyLM+PAuKUf1wcz6JY3zpk3p1Ie030Kx45pmDdigbKtYu2KRjkF3YeYmJgwcPJApXz+1HkO73nItO+3EuivS+xUJirGLh5rqBANpuPAjmRzyAaAJkbD6G7TOXpUzbo565V9PvviM1xyuhgqRIOwsLKgy+DYcbeHdxzm9Ak/ls48zr3rujsApUqXomdP41icR2Q8SXSFSMCYMWNwdXUF4O8jfzGi20qC/GJv1Tfp9vElcwClKpWiTJXYh+/WzZzD/vVLlHLRCtXJWzivIUIzuDGLYntrvZ89Yc53UwkPDQFAZWLC6IWJz8pgzDybe5KnYB6lvGDkFE7v3aqUK3o2x8HZwQCRGZaJiQlDZw1Vyg9uXGXe95OIjtItm21mYcGgaYMMFZ5Btf22LTmccwCg1WiZNmASBzauVV7/ss1Co1lpUWQ8SXSFSIC9vT1ffhnbg0vQr7E/237C0hU5+fPPeId9FOp3HIPy1qEJAu3bB/bMuPtm+EfbLq/eFAard8ZShsVOqaXN1por11K2hLIxadr9nS+G0S+B/8Zdqqy4+LDPR3vNRFlUA4t3ZuAIv6j8GJ3tW86e/XiTuaZdh8cWIu9CzNsp+VoxeXJ9du82SFgiC5JEV4gExMTAnj1dgbeJi+7JcFTm4PI9ACtW6vb7mMTEwKatDmDfTLdBpYp9MUd7MLH5aNtl+QrAdTTx3lZNbCFHt4+yXUD3O+/cmxdsqsd/0bk/mJh8lG0Te80kcHfI1AWyt/go2wV0v/Ph0xXAsnjsRpU5YAnMA2Dw4I+zbUTKfbxfF4X4gNOn4cULE2AhUAdMzSAmGsxN4bFuCiTfh9CshDIbThyOBR1pMbtFnG0b221EG6NNsu6ybcpSoX3samv3T97nr8V/xdlHpVIp0zK9q+2qttg42ijlYzOO8fzi8yTrtLS35Kt1X8XZ9lO3n4gMijtJvTbu/8C7MbzZDG82x7bLew1jYmpC8abFqdy1cmx804/x4uKHVxQDMLMyo87gOuSporsFHhUexe4+u4kMjhufChVa4raLZTZLWi9vjbm17gHDZ+efcXrBaaIjoklKrkq5qD+6vlK+sOECtw/eVmbeeEurhdhq3/vvogmFx83wfZzw9ZLctk9I7kq5qT8qNr4w/zB29NyR4L7vXzO1BtSi8CexY4Yvb7vMtV3XkqxTZaqi8/bOcbbtG74P/4f+Ce4f75oBMFVBjBZ85oHPvESvGUt7S9qtbxdn2/Zvtierbd7/bxfmH8bOb3fG/30SuGZqDaxFoU8KKeXLWy9zfdf1JOtUmajotKNTnG37h+1PsG3iXjPvifGBh00SfY/5KK+ZbI0haAmQF60Wnj3TvU97eiZZvfjISaIrRAJeKqsA1wYGQcx/88ZGa4jz5qtN+LNKpVZR0iXu/I6a6IRXWnufvYl9nGODLYLjJbUJJbkAhXMUxsHFQSmfjDqZ6L5xYlNr4ser1iTr2HeiivPj+4fGaGKwibahlFPs0/Unwk6g1SRdR1RYFB6WHsqxEaERRARGxNvv/YQFICIwguI5imNlq5sCLMYyhqiwqOT8QpiEmcSJ91b0LWKiUtONpFX+7/0I09L2ZlFmcY4N0AYketz7290s3OIc+8DkQbLq1EZr48W7X70/ZdeK8oXvw9eMJlITp/3fbkvONWOuNo9zbEBMQILHJXTNuJm5xTn2oephsurUarTx4j0QeSBZxyZwNuX/5JoBggOBuOP/Xya9WrsQkugKkZCcOd8tfQesAsJBo0bXv6LrY1Gp4vdCAeRwyEHZnGXjbDMzN4vXE5iQPC554hzr4+6T7GnMSrmXwsnNSSm7OrvyxORJksfZ2NrEi9fG1oboyLi9nlolGUns99DFmVC7mJqbktc9b5x6crrl5MXtF0l+4FnbWlPEvYhybFhIGA6ODgQFBCX5u9nnsKe0e2ls7HQ93eHu4dja2RIeFv7B41QqFTndcsaJ95z7Oa5aXI0ztye82y6JddPprpmE2iW5bZ8QV2fXOMf6mfgl+1op6F4wzrFXXK4k61gTU5N48eZwyIH/i0R657RvE6bE/hsnfs0Yc9sk/bf0sV8zEKdttN/E2y/u+7QQCVNpU9ZlY/SCgoLInj07gYGB2NvbZ3h9UVFRHDx4kKZNmypzt4q0t0twcDBTpkzhypUrXL58GV9fXyZMmBBvgnFVQlnqf8zMihETc/u/N9xJwH/HWleCnNNwdoUfN4CpaYrDSxNtjJbI25FYFrdEZZp4/AkJCwlj69KtPPz3IQ9uPSDwTSBfD/iaTgM7xds3OiqaPZv2cHTXUbyeeGFuYU6eQnl59KoEka8SeRLEdTTOBetmuXaB5LeNVqtlz8Y97N+6H+9n3tg52FGjfk3+utOZwCtdQPtfT7PKOvZBPTMPnCuvM0i7QOrb5sqZKxzfc5xbl2/h89IHO3s7ipQuwtf9v6ZI6SJx9r138x5rZ6/l9pXbmJqaUq56Ob4d+S2uuXLSpt4aIl6+HTagIk7S6/EDznlLZrlrJjltExMTw68//sqlPy/x5O4TggODcfVwpcZnNWjT43/07mPCm4ttgbd3CSyB/4YfWBbHucICo75mlLq0WoZ1GMaNCzdo0bEFvcf243+N9xP6+O2MLpWAf3j3S1Hu3PDokf7bRj6zE2aIdkluviYPowmj5Ofnx6pVq4iMjOTzzz9PdL8zZ87E+7dgwQIAWrT4AnjbmzIMyK07KPwihP1D716G+QBKi6CAIA5tP0SUOooaDRKfBzgmJobJfSezdclWPJt7MmXtFIbPG06l2hWJ8oldAhnbemAdu5wpvgvp+a0my7ULJL9tVs9czarpq6hRvwaTVk2iXc92/LH/BFH3e8YmuZhBzndWSIv2okapI1muXfZv3Y/3C28+7/w5U1ZPofeY3gT4BTC47WCunLmi7PfswTNGfD2CaHU0oxeOZsiMIbx4/IKhHYby6vkLIr3f+WKU/X9gETv+Fe8ZWfJvKTlto45Qs2XRFlw9XOk1pheT10ymcbvGHNx+kGEdvsMpeiZKkquyBreJsRVE3qZR3StG2S7v27d5H15PvZRyWHAwMb4/vrPHYt5NcgEWLMh614wwDBm6IIxSvnz5ePPmDSqVCl9fX9asWZPgftWrx38SfOXKlahUKmbP7k7HjjBoEDx/bgPMBXQPgDhqV1CtagUga32jd8vlxs6LO1GpVAT6B3L458MJ7rd3414unLrAvJ/mUaJCCWX7n4f/RBPzdmooc3AZAkTB4/8BMaAJ5e6ZddSt2yPB82ZmyWkb31e+/PrjrzT/ujndh3cHdAtBmFuYs3jC4tgdc3wNVoXAphaE6R4kPLptGX2Gf5alVtPrP7E/Dk4OcbZVrluZbp9146cVP1G+RnkANi7ciLmFOZNWTcI2my0ARUoXoXuD7ozuMhqt5r9b0KZ2kKML2DeFZ10BLcT44P9oL9RuqbffKz0kp20srCzYcGID9jlie5vKVSuHa05Xpg2cBjyNPdi5P9hWAMuSEHkLgIPrZ9Hp2216+G3ST3KvmbdePX/F+nnrGTp7qLLa4ubFm4kICQbAxuZrwsJiv3jmzq1Lclu3zsjfQhiTrPOOK0QKqFSqDw5LSExwcDA7duzgk08+oXDhwrRuDY8fw4kTsGXL/yhduhYA/t5e7N2898Mny4SS2y6/bvyV0lVKx0lyfV768Psvvyvlb0d8w6y5FowYbYvnF18q23ev301IUEj6Bq4HyWmb21d0My5U9awaZ/vvv8a2S3bH7Mxa3Z4RI2HKqmGYmev6EyLCIlg2aVn6B56B3k9YQDdeOm/hvPi89AF0S/v+c+IfajWqpSS5oPviULhUYbxfxC60MmbBEGbNNWHEODcq1KmnbF8zaw1qtTrjfpEMkJy2MTU1jZPkvlWsXLE45Vz5czFreX1GjIQxS8aiMtFdh2983vDzqp/TP/gMlJx2edeisYuoULMCtRrq3luDA4LZt2UfADY2Nty6NZMTJ2DrVt378KNHkuSKlJFEV4h3/PTTT4SGhtKjR2yPpKmpbgqbDh1U/PjjIiUZ2rx4MwF+AYYJNAP5vPTB+7k3+YvmZ/289XxV/SuaFm9K9wbdlYfGnNycaNO9NeXKQb16MHxmF+yy6xZE0MRomD5wuiF/hQwT9d+qVeYWsT35Ny/e5N/L/yrlYXOHKe1SpZoVXw/4WnntwE8HCPAN0Fu8GSE0OJT7N++Tr3A+ALyeehEZEUmB4gXi7fvswTPl5/xF81OncS2lbSatGIy5pa4d1ZFqFo1bpJ9fIAO93zaJ+WnFT3HKY5eOVdqljqcjjds2Vl7buHAj6ois9SXgfYm1y6GfD3Hn2h36TeinbLt54aby0O6oUaPIly83np7Qvr3ufViGK4iUkkRXiHesXbsWBwcH2rRpk+DrFStWpHt33S3r8JBwfpz/Y4L7ZWW+r3wB+P2X3znz+xn6TuhLl8FdUEfGftiOXDAyzjEmJiYMmT5EKV/66xL3b97XT8B69PaD+ubFm8q2GYNjV9BTqVRUrlM5zjHt+7RXerm0Gi1TB0zN+EAz0JKJS4gIj6B93/aArgcOIFv2bHH2+23Hb4QGhyrlcUviLoxgYWFBt6HdlPKxX47x2ut1RoWtF++3TUJev3zNwZ8OKuWqnlUpUDTul4R+E/thaW0JQLQ6mjnD52RMwHqSULv4vvJlzcw1dB/ePc5MMT6vdL2+efPl5fvvv9d7rML4SKIrxH9u3rzJuXPn+Prrr7Gyskp0v6lTp2KXzY5S1UtRp20dPUaoH297baMio5iyZgp1m9Tllw2/KK+bmZtRpnKZeMfValiL/EXzgwqK1C1C3kJ54+2T1RUsUZAyVcqwc81OTh06xc8rf1a+GADKMIX3DZs7TPn59rXbvHr+KsNjzQg/zv+RE3tP0Gt0r3hP0L877EOj0bB3a+zQnqqeVclVIFe8833R9QslydFqtez5cU8GRZ7xPtQ2bwUHBDOh5wQsrCwwMTfB1MyUkfNHxtvPzMyM3mN6K+XTh07z4lHSC6tkRom1y+LxiylYvCBN2jWJs3+uIrkwMzNj7py5WFtb6ztcYYQk0RXiP2vXrgWIM2whIW5ubly7eo1NuzZh7WFNjJGtQ5nNQdczl7tQbtxyuaHRaChWu5iyPFN0VHSiQzYmrZrErD2zqD6wOrff3NZTxPo1ZvEYSlUqxfSB01k3d52yPZtDNpzdnRM8plLtSjRu2xiViYpinxVTbtlnJZsXb2bbsm10/a4rLTvFPjj29np5d05jrVZLsc+KYWquu888dPbQRM87YfkEzMzNyJ47O7kqxE+Gs4LE2uZdwYHBjOo6Cp9XPjSe1pjxB8Yze/NsZX7n9zVp1wS33G4AuBVzw8om8S/fmVVi7XL60GkunL5A9+HdCQ0OJSQoRBnXX7p8ac6dO0erVq0MFbYwMjLrghCAWq1m06ZNVKpUifLlyye5f4ECBQhXh3PP7x4vgl+Q18F4ei898noot00BAiMDKdGlBDU61eDssrOcPX420Ye23HK54ZbLjYDHAdzxu0Nh58LYmCf8QZ5VOTg5MGXNFAL8Ajh2/Rjh1uFY/mvJ1gVbKVMlfk/3W9+O+pZabWtxz+Qez6Kf4YRTovtmNpsXb2bzos10HNiRr/rEXXrWI68HllaWPL7zWNkWEBGAc21n8p/KT/Cr4AQfyHqraJmizNkyh0eWjwjXhhMVFZWl5if9UNu8FRwYzKguo3j1/BWtp7bGIo8FFXNVxKKAxQfPPW7pOO4/vY9/Tn98TXyN5pp5fO8xMdExDG47ON5xv+34jd92/MYvv/zywakhhUgu6dEVAti7dy++vr7K+NvksLawpnzO8kRqIgkMDYwzhjUrMzUzpUb9Gjx78IxXz19xzfsapipT6pSog89LH3LmzUl2x+wfPEclj0rEaGO49OoSft5+eopcvyLNI4nMEUnZvGUxV5kTGR5Ji04tEt3fNpstVSpUIX+O/Nz1v4t/oH+WuBuwZckWNi/aTPu+7ek4oGO8103NTKn2aTX+OvIXYSFhhIWEcf75eaIDonly/QmezT2TrKNEhRJUy1eNyOhIbvjeICwkLAN+k/SXVNtAbJLr9dSLvj/0hZxQ1q0sFhYfTnIBCpcsTOPGjXGxduGmz03lYcjMLql2adC6AbM2z1L+TV49mX5LdQ+kff7555w4cYLatWvrO2xhpKRHVxitQ4cOERoaSnCw7mGZW7dusXOnbnWmpk2bYmMT29O4du1arK2t6dChQ4rqKOhQEN/LvkyeNpnGrRvzdf+vkz7IwM6fPE9EWAThobpVu57ef8rpQ6cBqOJZBStrKzoP7sz5U+cZ+c1ICn9emCI5izBv2Twe3n7I6IWjk6zDzsIO+zf2LOy3kBDvELb8uQVHF8cM/b3SQ3La5tD2Q0RHR/PK4hXBQcG8uveKo7uP0vX7rhQplfDYzHeVcSvDH/v+YMeWHXQd0JVm7Ztl5K+UJrvW7mLTwk1UrluZqp5V48wuASjTz3Ua2ImBbQYysvNIHt97jHs5d9Sv1WR3zE7rbsmbC8rJ1okc6hysGLGCqFdRLN+7HEsry6QPNJDktE1kRCRjuo3hwa0H2NnbMa/PPMq1KkeFthX499m/ZHfMjkc+jyTrqpynMocfHObq66uUdUlekmwoyWkX99zuuOd2B3Qr6k3sPZGmXZsCkCtXLjw9PfUdtjBikugKo9WnTx+ePHmilHfs2MGOHTsAePToEfnz5wfg2bNnHDlyhI4dO5I9+4d7Kt/3/PlzpvabSkxMDNtXbqdhm4a45HRJt98hIyyesJjXL2Kfbj996LSSzG04sQH33O545PPA3sGe1y9e47vcl3/4h4IlCjJxxUSqfVotWfVsG7uN4Je6LxlT+0/lh+0/pP8vk86S0zaP7jxi76a9qExUWFhZUKRkEcYvG0+NzxJfTe1dL+++5NSCU4DuafTKdSvjlsst/X+ZdHD2+FkALpy6wIVTF+K9fvieblGNPIXyMHvzbL5r9x1R6iienntK7oK5mb5leoLzqibm2IJjPPlH9zc7+/vZjFs6LokjDCc5bfPG9w13r90FdD27AJd2XOLSjksAfPbFZx8cv/xWDuscuGndWNJ/CX53/fjp7E9x5izOTJJ7zYBuLPeKKSsIDwln15JdeotRfFwk0RVG6/Hjx8naL0+ePKm+hZw/f3769evHokWLUEeoWTdnHSN+GJGqc+nLxj82JrnPn7/9ycunL3UFFfz8z8/YOyQ+zjIh3838jlFdRgFw69Itrv9znTJVEx/Dmhkkp21OHjgJ6KYKq/FpjQSfmv+QomWK4pHPA68nXmg1Wqb0m8KSX5ekKt6MNmdL8qe1un7+OlFq3a11ExMT5v88P96UY0lp800bbvxzA4C/jvzFs4fPyFMwT4rOoS/JaRv33O7s/3c/bSq2ITI8EoC6Tesm667I+9b3W68suDBz8EymrJ2S4nPoQ0qumVMHTylT9RUpUoQbN25k6t5qkTXJGF0h0mjixIk4Ouluy5/Yd4Jbl24ZOKK00Wg0LBi9QClXrFUxxUkuQIWaFShWNnYFqBlDZnxg76xh69KtBPoHAqAyUcWZAiolvp8VOz/o/Zv3OX/yfLrEZyhqtZr1c9cr5fqf109xkgtQ47Ma5MybUylP7Z+15xwGWDJhiZLkmluYM3RW0j24CXm75DTA+VPneXj7YbrEZygR4RGsnrlaKS9YsECSXJEhJNEVIo1y5MjBlMmxvSvLpixDo9EYMKK02TBvgzLVj4mpSap6n94au2SsMkOD/2t/dq/bnS4xGkJEWARbl25Vys3bN8fB2SFV5ypVqVScGRrmDp+b1vAMav7I+UpvrqWVJYOmDUr1ucYsGqP8/OTeE/787c80x2coft5+/LbjN6XceXBnLKxSl8x5NvckT6HY3u1pA6alOT5D2rVmlzIHdaNGjWjatKmBIxLGShJdIdJBz549KVW6FAD3b9zn919+N3BEqRMSFMLOtTuVcptubbCzt0v1+VxyutCgdQOlvP6H9ajVWXN2itlDZxMdFQ2Ala0Vfcb3SdP5xiwag4mJ7i040D+QLUu2pDlGQ3j57CUn9p9Qyt+O+hYzs9SPiitcqjAVa1dUyvNHz8+yXxyn9J+iLMCSwyUHbb9tm6bzvbu63IvHL7Ls+4zPSx+2r9oO6BbHmD9/voEjEsZMEl0h0oGZmRkLFyxUyuvmrssyUyS9a8bgGco687b2tnwz9Js0n3Pg1IFKL1ZUZBTzR2a9D7Wn95/y99G/lXL/Cf2VJDW1HJwdaNYhdsaFbUu3EREWkaZzGsLU/lNBl8vh6uFK8w7N03zO0QtHY2Kqa9/QoFA2zNuQ5nPq29WzV7l9JXbRlBHz0j52P2/hvHEeelw6aWmW/BKwZtYa1BG6L7z9+/enRIkSBo5IGDNJdIVIJ/Xr11cmOA/wDeCnFT8ZNqAUun/rPhdPX1TKg6YOSnMyB7ovAb1G91LKJ/af4OWzl2k+rz5NHRA7VtQjnwefffFZupy3z7g+WNvqljmNjo5m1vez0uW8+nLuxDke3HqglNMyzOVddvZ2tOnWRinvXLtTGU6TVcz6Lva/ZfHyxSlfo3y6nHfEvBHKUtPhoeGsmLoiXc6rLzcu3FAe6HRydmL8+PEGjkgYO0l0hUhH8+bNUx6o2Lt5L6HBoQaOKPmmD5iu/JyvSD7qNqmbbudu1r4Zrh6uuoIWlk9enm7nzminDp7i6f2nSnnskrHpdm4TExP6TeinlM8eO5ulFthYPG6x8nPZamUpXr54up37m6HfKMNmNDEaFo5dmMQRmce54+fw9/EHQKVSxRlykFZWNla079teKe/fsl95QDIr+HnVz8rP06ZOI0eOHAaMRnwMJNEVIh0VLFiQ7777jrqN6jJ0w9Assz79mWNn8HrqpZTTM5l76+3t6CKfFaHd5Hbpfv6MsnTSUuXnynUqU7B4wXQ9/2dffIZHft2iAVqtNs4Y6czs2rlr+HrrHiYyNTON8xBZejAxMWHw9MFK+Z+T/2SZXt0ydcpQe0BtLKwtaNimIU5u6bt079f9v1ZWJ9RoNMwdlnUeZuwwsQNterWhatWq9OjRw9DhiI+AJLpCpLOpU6dyYO8Bihcpjneot6HDSZZStUpR9ouymJiaULNBzQyZu7R4+eL8eu1XWg5pyZ03d7LMcqZfTf8KOzc7TM1MGbVwVIbUMWvTLOyy21GqZSmqtK+SIXWkt1ylc1F7YG3sHO0YOntokstCp0btRrVp2r4pLoVcaDahWZoejNSni14XKVqvKJv/2cyAKQMypI63C024l3bnq3FfZUgd6S1EHYKZlRmzps/i77//xtTU1NAhiY+ALBghRDozNTXFztSOcjnLcezhMZxjnLEwzdzzQ/7r8y/lO5Zn4PcDcc7mnGH1WFhYUDFXRY48OsLV11epnKtyhtWVHgLCA4h0jWTk9pEUtCiYYatRubi7sOnkJv569RePwx9TJqoM5ubmGVJXern2+hpF6hVhYKeBqZozN7l6jupJ68jW/PHkD/71+ZcSLpn7wSXvIG+eBTyjtGtp7K1SPv90clX5pApb/97K335/cy/8HkWjimb6a8YryIvizsXJnz2/JLlCb7JMj+60adOoWbMmNjY2ODg4JLiPSqWK92/Fiqw1UF8Yj6JORSmQvQAPXj/gzrU7hg4nUX6hftzzv0cJlxLkdsud4cMtnGydKJi9IPf97rNz085MPTvFxRcXMTMxo6xLWRxdHDO0Lmtbayp5VCJSE8nf9/+O85BXZhLgF8D5K+d5FfSKsm5lsXewV+ZKzghW1lbkdshNnux5uOF9gwtnLihTdmU2+7fu59yTc9hY2FA2Z9kMr8/RxZHKuSsTqg7lX99/M7y+1PJ+4c3te7exMbehjHsZSXKFXmWZHl21Wk3btm2pUaMGa9euTXS/9evX07hxY6WcPXv6304TIjksTC14euYpk8dMJio8ivW/ryebQ8b1fKXGlTNX8HHywdrMmtLOpfVWr+1rW3YM2EGoTyjX/7rOpBWT9FZ3cjx7+AyfCB+8o7ypnKuy3lZscrByIPCvQLav2o6NtQ0r9q9I1ap0GWnZlGWcPnSaMs3K0GJiC73V6xLhwsYpG3lx6YWul7dba73VnRxnjp1hyYQlmJqb0qZ/G9BTx7O7nTsFchTgtt9tIh9FUq5yuUy3wtiyycu4+OdFOvbqSPuZ7ZM+QIh0lGV6dCdNmsSQIUMoU6bMB/dzcHDA3d1d+Wdtba2nCIWI7+zxs7x59YaQwBA2Ldpk6HDiuH7hOiM7j2RJ+yWYPzTX623P1y9eE+qjm5Hi3LFzPLn3RG91J8e4HuMY/flozi49S377/Hqt+8GpB0QEReDv7c+MQZlr2eQ/9v3BqQOn0Gq03Pn9jrIamj6E+YTx4tILAFbPWq3MapAZaDQafhjxAwAxUTHcOaPfOzi5yMXe4XsZ12Uci8Yt0mvdSbn05yXOHT9HtDqawzsPZ8l5f0XWlmV6dJOrf//+9OjRgwIFCtC9e3d69uz5wblAIyMjiYyMVMpBQUEAREVF6eVhmbd1ZJUHc/TFWNplypQp7P5lN+Fh4ezfup+m/2tKviL50nRObYw2zv+n1szBMwGIDIrk6NqjtGiqv965es3qsXXJVp4/eg7AlH5TWH1odRJHfVh6tcuhHYd49ewVAHdP3MX3uS858+VM0zlT4ovOX3D9n+sAXP77Mneu3qFo6aJpOmd6tI1Go2HR+NgkqlzVcjjkcEhzeydXpZqVcHB0IMA/AK1Gy7QB05i7JW2zDaTXNbNxwUaCA4MB3WwRoxeM1lu7AFw6dgnfe7oZMI79coxOAzrhmtM1TedMj7aJiY5h+dTYqQSnT5uOpaVlln5fN5bPpvRmiHZJbl1GlehOmTKF+vXrY21tzbFjx/j+++/x9fVl7NjEp0qaMWMGkybFv2165MgRbGxsMjLcOI4ePaq3urISY2iXLz7/gq1bt6KJ0bB87HImTpyYLmMa1fdSv5Tuvn37lPlaVSoVwwcPJ/J2ZBJHpa9hg4cxaNAgAJ4/es7RVUepWzftc/empV2io6NZOXWlUq5ZsyaO4Y56bZuKuSuSL18+njzR9XJP7zedlStXJnFU8qSlbdati13tz9TUlMG9Buv9mhnYfyCTJ08G4ObFm1zadYlSpUql+bxpaZewsDB2rN6hlJs3b47lK0siX+mvbZpUbcJOp534+fmh1WqZ8u0U5s5NnynH0tI2Bw4c4NmDZwAULVoUBwcHDh48mC5xGZoxfDZlBH22S1hY8p7vUGkNOKp/4sSJCSaZ7zp//jyVK8c+mb1hwwYGDx5MQEBAkuefN28ekydPJjAw8cm0E+rRzZMnD76+vtjbZ/zYuKioKI4ePUqDBg0y/ROz+mRM7RIeHk7pMqV59lT3hj9h2QSqf1o91efTxmhR31NjUcQClWnKE2a1Ws2XVb4kKlL3bbh+q/oMnTU01fGkxYReE/jn5D8A2NjZsOOfHalejS2t7QKwaMIiDm0/BICZuRm7zu9Sli/WJ6/HXnRv0l1ZWnfglIE0adsk1edLa9sEBQTRvmZ75bZz+z7t6Tyoc6rjSYuBXw7k3o17ADi5ObH55OZUnys9rpn0vIbT4saFGwzrOEwpT1k9hcp1Uj+rSZqvmTdBdG/UXZn7+M8//6Rq1aqpjiezMKbPpvRkiHYJCgrC2dmZwMDAD+ZrBu3R7d+/P1999eH5//Lnz5/q81evXp2goCC8vb1xc3NLcB9LS0ssLS3jbTc31++YRX3Xl1UYQ7uYm5vzw7wfaNu2LQCrZq6iUt1KWFimLYFSmapS9QG0cOxCJcm1sLRg0PRBqf6QT6uRC0bStkpbYqJjCAsJY82cNXGWC06N1LaLv48/h3ccVsqdBnXC0jb+e4M+5CqUizqN6nD68GkAVk5fScMvG2Jmlra37NS2zfTB05UkN5tDNjoN7oTKxDDXzLil4+ji2QWtVouftx+/bvqVL7p+kaZzprZdHt19pCS5oPtCYmpumBkFylQrQ6lKpbh58SYAc0fOZfvZ7Wk+b2rbZvPSzUqS27lzZ2rVqpXmWDITY/hsygj6bJfk1mPQh9GcnZ0pXrz4B/9ZWaV+qqPLly9jZWWV6HRkQuhLmzZtlNvyL5++ZM/GPQaJw/uFNyf2nVDKPUb0MOgT2jZ2NrTrFbtK2p6NewgKCDJILFP7T0Wr0XWhOjg7xInLEIbNGYaZhS6xjQyPZOnEpUkckTHuXL3D1bNXlfJ3M78zSI/lW64ertT/or5SXjd3HWp16m+vp8XU/lOVn/MUzINnc0+DxPHWuCXjlC8ggX6BbFu+zSBxPL77mAPbDgBgY2vDjBmZ66FK8XHJMrMuPH36lCtXrvD06VNiYmK4cuUKV65cISRE941x3759rF69mhs3bvDgwQPWrFnDmDFj6NmzZ4I9tkLok0qlYuHChUqCsHXpVoM8NT6l3xRlDlLnnM607NRS7zG8r+PAjsq0a5oYDdMGTNN7DNf/uc6tS7eU8oh5I/Qew/ssrCziDA84vOOwQa6Z6YOmKz8XLF6QGvVr6D2G9w2cMlAZUhIVGcWCUQv0HsOxPcd48eiFUh63dJzeY3ifg7MDTb9qqpS3LN5CRFiEXmPQarUsn7ocTYzuDsDYMWPx8PDQawxCvCvLJLrjx4+nQoUKTJgwgZCQECpUqECFChW4cOECoOvCXrZsGTVq1KBs2bIsXLiQyZMnM2/ePANHLoRO+fLllbXdo6OjuXvtrl7rP3/yPPdv3lfKoxeO1mv9iTExMYkzRvjB7Qd6n4JoxpDYHqdiZYtRoWYFvdafmP/1/B85nHMAoNVoWTs78TnEM8KVv6/g/eK/ZaxVMG6Z4ZM50K2w12N4D6V86vAp5Ta5vvx95G/l52r1q5G3cF691p+YfhP6KYu+REdFM2fYHL3WH+AXgNdTL0A39HDIkCF6rV+I92WZWRc2bNjAhg0bEn29cePGcRaKECIzmjp1KmGRYZT/qjyu7mmb/ieldq7dqfxcpkoZSlYoqdf6P6Tap9WoWLsiGmcN1bpV0+ut8Ye3H+L/WtdTqlKpGLsk8VlaDGH4vOGM7joarVbLtQvXiFJHYW6hnzFwJ387qfxcv1V9cubR3zRrSWnZqSV7N+/l+cPnREdFc/H0RT5p9one6m84siHmFcy589MdRsw1/B2At0xMTOg7ri8/jNLN63vh9AU0Go3e/qasslsxcutInh99jmcVzzQNPxQiPWSZRFcIY+Di4sKmDZu48vIKfzz+AydrJ70th9l2RltMVplw98Bdxiwao5c6U2L6+um8CnnFsQfHuPbyml6WUAVwL+TOF4u/4M95f1KxckVccrropd7kqlCzAh36d+C+733KtC4DenwGrHK3yoTnCifkfAjfzfhOfxUn0/T105kxbAYF2xTEvaq73ur1C/PjUcAjPmvyGSN7jNRbvcnV8MuG/LLhFzT2GhoPb6zXL44vgl9Q3L04gyYOkqV+RaYgia4QBlDMqRh3fe/yIvgFeR0y/pbnm/A33Htzj897fE61SdUyvL7UcrdzJ3f23Nzxu0Nh58LYmGf8XNYXvS6SI1cOlh9Yjp2FXYbXlxqdBnbCL9SP3+7/xg3fG1TImfFDK/xC/XgS8IRGLRpRoWfmGMrxPlcPV+Zvmc/Ru0e58foGBR0K6uWJ7yteVzAzMaOsi36+jKXG8v3L8Qry4vij49zxuUMxl2IZXmdQRBBmmFHarbQkuSLTyDJjdIUwJtYW1pTPWZ6AoAA2LNpARHjGPjBy5dUVzDCjjPuHl9DODCp5VCJGG8OiuYtYP299htblHeTNs4BnFHcunmmT3LecbJ3InyM/Vx9cZcPCDcREx2RYXYd3HGb/H/uxtbCltHPpDKsnvVTMVZFITSRbft7ClTNXMqyeW5dvMbzbcJ75PqOsW1mDzliSHB72HuSyy8VNn5sZvmLVno17uHzjMiVcS5A3e+YYrywESI+uEAbz8MJDZnSawRvfN5ipzOg4oGO61/H0/lN2bd6FaytXKuauqJce0rRSRarY2X0nIW9CUKlUNO/QPEOGE6ycvhKbqjZky5WN4k7F0/38GSHkSgi7x+9GHaomLDCMvuP7pnsdV85cYdG4RWg0Guq2rkurma3SvY70ZhFtwalJp3h89TGHnQ6z/th6rG2t072eGYNm4PPShxt/36DwwsIUbZS2pZn1obxHeQ7fP8y2ndvIrs5Oqy7p/9/zzrU7LJ+yHFMzU6KHRVN3etpXOBQivUiPrhAGUqBAAYIDggH4edXPvPZ6ne51TOk/hd+2/Mb2rtuJvK/f5VpTyzabLRZmup4yrVabIdONnTt+jl/W/8KWPlu4uPhipu+ZeytXrlyoQ3Vzxu7dvJeXz16mex2zvp+lmxpKCw42Dul+/oxgZ2+HNlw3bV6AXwCzh85O9zr2bd6Hz0sfQDcDRpHSRdK9joxgGWPJ4e8Ps3X8VlbOWJnus1NotVqWT1kOQEx0DLnccqXr+YVIK0l0hTCQYsWKMWDAAADUEWrWzFqTruf/Y/8fyjrz6jA19jkyfknr9DLih9in2G9fvZ2ut6M1Gg3zRsROOxgZlDW+AACUqlQK11z/zdah1c2LnJ52rN7BG583AKhMVAZfNCO5VCoV/+v5P6V85vczPL3/NN3OHx0dzepZq5WyZ3NP3HIlvNpmZmNlY0WoXyigm6f63XmR08Mf+/7g9pXbgO49rW/f9L/LIERaSKIrhAGNHz8eJ2cnAE4dPMWNCzfS5bwajYZF4xcp5Sp1q1CweMF0Obc+lKtejhIVSijlWd/PSrdzb1m8RVl9zcTEJFPOQPEhoxfEzn/88N+HnD12Nl3Oq45Qs3HBRqXc6MtGOLk5pcu59aF+q/rkyh/bmzilf/p9CVg4ZiHqCF1PurmFOUNmZp25YU1MTBg8fbBSvvTnpTjzaadFRFgEa+bEfkFfsGCBLIsrMh1JdIUwIAcHB6ZPi+1hWT5leboslrB29lrCgsMAMDUzZeSCzDcFUlLGLh6rLGf6xucNP6/6Oc3nDAsJ46cVPynlFh1bkN0xe5rPq0/FyxenXLVySnneyHnpcs3MHTGXKLXugSVLa0v6T+qf5nPq25jFsV9anj14xh/7/0jzOX1e+vD7L78r5W+GfpNlhrq8VbtRbfIVyaeUpw1Mn+FAO1bvwO+VHwBNmzaVuexFpiSJrhAG1r17d8qW001T9ODWA47uOpqm8wUFBPHLhl+U8pc9vsQ2m22azmkITm5ONG4b+8G5ceFGpVcttWZ9N0uZrcDa1ppeY3ql6XyGMnrRaExMdW/fwQHBbF68OU3n83rixalDp5RyrzG9MDPLes8qFyxekCp1qyjlReMXpflLwLvLZju6OtL6m9ZpOp+hvLsQysunLzmy80iazuf9wpufV+u+fJqZmTF//vw0nU+IjCKJrhAGZmpqysIFC5XyunnrCA0OTfX5Zgyaoawzb5fdji5DuqQ5RkPpN7EfltaWAESro5k7Ym6qz/Xk3hPOnTinlAdMHqDXifTTU3bH7LTs1FIpb1+xnbCQsFSfb0q/KaDL5XDL7UbTdk3TGqLBjFwwElMz3RyuYcFhaVo2+dKfl7h7PXap7lHzR6U5PkPJUzAPtRrWUsrLpixL05eANbPWEBWpuwMwaNAgihbN/DNQiI9T1nyXF8LIeHp60qZNGwAC/QLZtmxbqs5z9/pdLv99WSkPmT4kyyZzoOsp6j2mt1I+degUXk+8UnWuqf2nKj/nKpCLT1t+mub4DKnnqJ7Y2Ommi4uJjmHWd6kbx/z3sb95dOeRUs5qY5bfZ5vNlrbftlXKv2z4RRmTnVKzh8XO3lCyYknKVM3881B/yLA5wzAz1/XUR4RFsHTS0lSd5/o/1zl96DQAzi7OjBs3Lt1iFCK9Zd1PQCGMzNy5c7G0tMTa1hprx9TNAfruE9UFihWI04OTVTVp1wS33Lon3K2yWRH0JuVJy4l9J3j28JlSfvc2blZlYmLCgEkDlPKlvy/xxvdNis6h1WrZvny7Ui5fozxFy2T9nrnOgzuTLXs2QDfTwK61u1J8DrVajZ2LbhERlYnKKK4ZKxsrvh7wtVI++NNB/H38U3yeGGJwy6/7m5w+bTrZs2etce7i45L1BmEJYaTy58/P9u3bMctjxt3Iu8TExKRoGU21Wk2EOnaFtbGLs/4H81tjFo3hyMEjODZ2ROWhSvHxT+4/ARWghaqeVSlQtED6B2kA9VrW47edv3HlzBVsHG3wfeVLDuccyT4+MjwSrbVuzEI2h2yMXjQ6iSOyBhMTE76f9T2T+k4CIDA8MMXnCIsJ47NpnxH9IBobfxscXRzTO0yDaN+nPb9u+JVA/0BMzEx4fOdxin83h6IOLN6zmOBLwXTplHWHRomPgyS6QmQirVq1IkQdQsC/AXiHeuNh75HsY9Woab28Nc+PP8c21JZcBYxn4vaiZYpStExRjt49yk2fmxR0KJiiaYxKfFmCNuXbcHvtbUbOz3ozUHzIyPkj2b1tNxbVLYh2i07RseGqcGqMqEGVf6tQwq0E9g5ZZ67lpFSvX53+E/vj4+SDcz7nFB9//fV1TDDh86afZ/rloVNq2Nxh/LrtV4p9UwyHQg4pOjZEHUK0JprKeSpToKxxfGEUxk2GLgiRydhZ2FEuZzmC1EGER4Un+7hrr66hQUPvvr3pNTprziaQlMp5KhOpieTq66vJPsYvzI9HAY+oULQC8zbPU8a1GgsHJwe69e+Gew53bnjfICoqKtnHXvS6iBlmfPX5V1SuWzkDozSMZu2b0bhmYwIjArn28lqyj3sZ9JJnAc8o7lzc6JJcgMp1KjN12VRc7F247n09RdeMV5AXRR2Lktc+bwZGKET6kURXiEyoqFNRnLROzJ8wn31b9iW5v1+oH4/fPKaYczFszI0rkXtXDusc5M+Wn58W/MSXVb5M1uwUV7yuYGZiRlmXsnqI0HAqeVQiyD+IsYPHcurgqQ/u+8b3DYPbD+bmhZuUditt1JP8u9u5kytbLvbv2M/4XuOTnGlgYOuBjP1mLKYRppTNadzXTPlc5QlVh3LDN+mFap4/es7QTkPxfehLeffyKRpWJYQhSaIrRCYUEhjCwOYDObXjFBt+2ECgf+JjDCf0nMD04dOxNrGmtHNpPUZpGFsHb+XGrzcICQhh5pCZie53+8ptOn/amVvXb1HWrWyWm+Q/pSJ9I9nTbw9Xj1xl3sh5BL5J/JoZ020Mty/c5tDYQzz544keozSMM0vPcGrxKf45/g/LJi1LdL8/f/uTu9fv8uLaCzZ9swm1Om3zNmd27nbu5M+Rn0O7DtGtQbcP/r4rp63kxtkbTOk4hTPHz+gxSiHSRhJdITIhR0dHWrbQzZMaGhTKpkWbEtzv6tmrnDtxjptHbvJjpx+Vie2NWZvubZSfz588z8PbDxPcb8bgGbx+9poDww9wedflBPcxJm653XDLpXsSPjI8kukDpye437E9x3j4r67NTExNqP5pdb3FaCifNP5E+fnATwfw8/aLt49Go2HB6AVKuWw14/9yBLBn3B5OLTyF12MvFoxakOA+F05d4PzJ8wDk9MhJ/fr19RihEGkjia4QmdT06dOxsdUNQziw7UCcuU7fenfu1HyF8n0UH8yezT3JUzCPUp42IP5ypvu37sf7hbeuoIK6TevqKzyDUalU9BjeQylfPXuV21dux9lHo9GwZMISpVzVsyoOTg76CtFgajaoqcxGodVomTpgarx9NszbQEhQCKD7AjB6oXHMQJGUWp/FTkF4Yt+J2L+b/0RHRbN82nKlPGf2HGxts95Ki+LjJYmumlRyFAAAK6dJREFUEJmUh4cHY8fopgjTarSsmLoiTo/trnW7lDkwVSrjmOczucYtjZ2g/sXjF/z+y+9KOTo6mtUzVivlT5p+Qs48OfUan6FU+7QaBUsUVMozBs+I8/qK6SsID9U94GhqZsrwucP1Gp8hDZ8X+7v+e/lfrp6NfaAxJCiEnWt3KuXW37TGzt74HkJLSMtOLXHOqZuVQqvVMrnf5Div79+2nxcPXwBQo0YN2rdvr/cYhUgLSXSFyMSGDBlC/vz5AV0P3ZnfdWPj1Go1Py74UdmvQesGuOR0MUSIBpG3cF6qfxZ7y33ppKXKQ0ZLJiwhMiISAHMLc76f+b1BYjSUcUvH6eYMBrxfeLN/634AgoKCOLD1gLJfh74djG4Gig+pULMCxcsVV8rv3g2Z+d1MZdls22y2dBvWTe/xGdK7vdcPbj7gnz/+ASAwMJBNi2OHTS1atAiVKuXzWAthSJLoCpGJWVlZ8cMPPyjlldNXcvmSmkWLFhGl1k0JZGllycCpAw0VosEMnzMcMzPdVODhoeFM/34Fvr6+HNl9RNmny3ddsLAy/uEc78qZJyefNI0dk7pqxmquXIlm1qxZypcB+xz2cVbI+liMWzpOSdT8ffxZOn0XDx8+5OKfF5V9Bk0blKWXzU6NkhXiLm88d/hcbtyAbdu2ERYcBkDXrl2pXNn4pqATxu/j+msWIgv6/PPPqVevHgDez70Z138Tf/31l/L6p//rqSR8HxMbOxva94u9jfrXoQPMmDFDGd5hlz0HX3b/0lDhGdT3M7/H3EI3ZZg6IpLR3Sdz8+ZN5fUmXYYaKjSDcnJzomGbhkp5/6YfmTUrtmfXxSMfdZsY/3juhIxdPFZJ8IPeBDGyx2KOHNF9aVSpbKldO+GHG4XI7CTRFSKTU6lUtGixkLd/rjH+u2LH6pq6cujPZvz5p+HiM6R85b8Gk+z/lTQ8ePBAeS3EZuRH2y4WVhbU/Tx2aVZt6Pl3XizE9r1VP9q2qdRoAKgsdQVtFN7esQ9f+ZiM/WjbJbtjdirWa6aUYwIOKncAtNpxfPttTnbvNlR0QqSeJLpCZHIxMfDDD2WAXoAN8M4UYm66sXUrVur2+5jExMDyFYBLAr2TlsXButxH2S6g+52vPPkSTHO894oKXHUP8n2MbRMTAyvXmIFTT2WbsvCBTU2wyPNRtgvofucHQX1AZa1ss7GxQaXKDwwGYPDgj7NtRNb28d3vFCKLOX0anj8HmAZmzVGZd0Ib7g/m9uAzAQDfZ/C/GpDQCIaKDSrSakCrONumt5tOZHhkknX/b/j/KFW7lFJ+dvsZa4avSVbco7aNwsrWSimf2HaCP7b9keRxuYvl5ts538bZtnrYap7feR5nW3Q0hIb8VzCxBlUUKk0MWi1gawvP2n2wXeBjaJvoONtVdnnQeg8C5JpBZQbaaFxdXXn5OhDUNz54zSS3joR4tvekXvt6SjkiNIIZ7Wd84IhYPWb3IE/x2On0bv55k59n/5zkcZbWlozeHneKtD2L93Dp6KUE91faxgSIAUzN6Nq1K2vXDiEy0hKtFp49070feXomK3QhMgVJdIXI5F6+fPtTDohuipXdDXr1ms2i5VfRRJ5Q9gt9k/DxzibONC/aPM62Mf5jCA1JevncMk5laFq0qVK+FHiJeT7zkhV3o0KNyGafTSk/sHpAoE/iq3W9VSBfgXjxbojYkKxjW7ZqxcE/ahMVfAyidA8YJdYu8HG1Tf369TnxpynaqNiH9eSa0S3O8jL2jwxIuF3SUkdeq7xxjg0OCmakz8gkjwOolrMaFYtWVMom/5qw2mf1B47QsbWzjRfvXyZ/JSteTEph6bCThg3vsH59vjgvvddUQmR6kugKkcnlfH8K2EhnPD09Wbw4BLirbHZ2BkvL+Mfnc89HIcdCcbblzpWbkJCQ+Du/p4BLgTjHBjgHkCtXrmTFXcipENmyxSYt+d3yJ+vYPDnzxIs3T848+OTyibMtMhJ8feMe6+joiJl6EFFR9wBdXYm1C3xcbZM3b15U0aa8bReQawZ0t+ffbRNIuF2SW0dC8rvlj3NssHlwstukoHPBOMcWcCmQrGPt7OzixZvPPV+ix8ZpG00tTMIKAXfi7Rfv/UiIzE4r4ggMDNQC2sDAQL3Up1artb/++qtWrVbrpb6sQtpFZ/Xq1VpAq1LZalUqrRa0WmtrXdtYW6u1oNWqVFptnjxabXS0oaNNmaCgIO2wYcO0DRo00Do7O2sB7YQJE+Ltp9FotKtWrdJWrFhRmy1bNq2jo6O2bt262j179mtz59YaXbukxIkTJ7ToBm3H++ficsbo2ubYsWPab775RlusWDGtjY2N1sPDQ9uyZUvthQsX4uy3cOFCbbVq1bROTk5aCwsLbZ48ebTt2rXTXr1646O/Zrp06ZLoNaP7d+ajbZvkkM+mhBmiXZKbr8nDaEJkUi9evGDo0KF4eHgovUvvz9X+trxgAbx9piar8PPzY9WqVURGRvL5558nut+ECRPo2bMnVatWZdeuXWzYsAFLS0tatWpO+/a6x8CNqV1SY/r06Zw5cybOv/nzSwPG1TbLly/n8ePHDBo0iIMHD7Jw4UJev35N9erVOX78uLKfn58fTZo0Yc2aNRw5coRJkyZx+fJlatasxvDhul5KY2qXlBg3bly8a+XMmTM4Ozvj6JgLqPLRto0wTjJ0QYhMqnfv3tStWxdHR0d27tzJzp0waBD4+cXukzu37sOndWuDhZlq+fLl482bN6hUKnx9fVmzJuEHltatW0ft2rVZvny5sq1Bgwa4u7tz586P7NzZ2qjaJTWKFClC9erV42yrXh2srY3rmlm6dCmurq5xtjVu3JjChQszffp0Pv30UwAmTZoUZ59PPvmE6tWrU7JkSXx8trBz52SjapeUKFSoEIUKxR3ScPLkSXx9fRk7diwVKph+tG0jjJP06AqRCW3evJmTJ0+ybNkyZVvr1vD4MRz4bxXXAwfg0aOs++GjUqmStZyoubk52bNnj7PNyspK+Wds7ZKejK1t3k9yQTcWtWTJkjx79uyDx7q46JbINjMzM7p2Sau1a9eiUqno1q2btI0wOpLoCpHJvH79msGDBzNz5kxy584d5zVTU6hdW/dz7dofx23EQYMGcfjwYdauXcubN294+fIl3333HYGBgQwcqFv6+GNsl3f169cPMzMz7O3tadSoEX++s+qBsbdNYGAgly5dolSpUvFei4mJITIyktu3b9OjRw9cXV355ptvAONvl+QKDAxk586d1K9fnwIFCgDSNsK4yNAFITKZvn37UqxYMfr06WPoUDKFwYMHY21tTb9+/ejRowegm11h37591KpVy8DRGVb27NkZNGgQnp6eODk5cf/+febMmYOnpycHDhygUaNGhg4xw/Xr14/Q0FDGjBkT7zVbW1siI3Vz/xYtWpQ//viDPHnyxNvvY7Zt2zbCw8Pp3r27oUMRIkNIoitEJrJr1y727dvH5cuXk3Vb/2Owfv16Bg0aRP/+/WnSpAlqtZqNGzfSqlUrdu/e/VEkc4mpUKECFSpUUMp16tThiy++oEyZMgwfPtzo22bcuHFs2bKFxYsXU6lSpXiv//3336jVah48eMD8+fOpV68ex44dS7D392O1du1anJyc+OKLLwwdihAZQhJdITKJkJAQ+vXrx4ABA/Dw8CAgIAAAtVoNQEBAAObm5lhYWBgwSv168+aN0pM7d+5cZXuTJk3w9PSkd+/ePHr0yIARZj4ODg40b96cFStWEB4ejrW1ddIHZUGTJk1i6tSpTJs2jf79+ye4T8WKuoUWqlevTsuWLSlcuDCjR49mz549+gw107p27RoXLlxg0KBBWCY22bQQWZyM0RUik/D19cXb25t58+aRI0cO5d+2bdsIDQ0lR44cfP3114YOU6/u3LlDeHg4VapUifda5cqVefz4cbIWMfjYaLVaAKO9KzBp0iQmTpzIxIkTGT16dNIHANmyZaN48eLcvXs36Z0/EmvXrgVQhgQJYYykR1eITMLd3Z0TJ07E2z5z5kxOnjzJoUOHcHZ2NkBkhuPh4QHA2bNn6dKli7Jdq9Vy9uxZcuTIga2traHCy5TevHnD/v37KV++PFZWVoYOJ91NmTKFiRMnMnbsWCZMmJDs43x9fbl+/fpHP677rcjISDZv3kzVqlUpXbq0ocMRIsNIoitEJmFlZYWnp2e87Rs2bMDU1FR5LSoqSr+BZaBDhw4RGhpKcHAwALdu3WLnzp0ANG3alLx589K6dWtWrVqFpaUlTZs2JTIykh9//JG//vqLKVOmGG2vZXJ06NCBvHnzUrlyZZydnbl37x7z5s3D29ubDRs2GDq8dDdv3jzGjx9P48aNadasGWfPno3zevXq1QkMDKRBgwZ06NCBIkWKYG1tzd27d1m4cCGRkZEpSo6N2a+//oq/v7/05gqjJ4muEMJg+vTpw5MnT5Tyjh072LFjBwCPHj0if/78bNmyhSVLlrBp0ybWrVuHubk5RYsWZfPmzXTo0MFQoWcKZcuWZfv27axYsYKQkBAcHR2pXbs2mzZtSnC4R1a3b98+AA4fPszhw4fjva7VarGysqJcuXKsWrWKZ8+eERERgbu7O56enuzatYuSJUvqO+xMae3atdja2vLVV18ZOhQhMpQkukJkchs2bDDK3jmAx48fJ7mPlZUVQ4cOZejQoRkfUBYzcuRIRo4caegw9OaPP/5Ich9LS0tWr16d8cFkcUeOHDF0CELohTyMJoQQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjJIkukIIIYQQwihJoiuEEEIIIYySJLpCCCGEEMIoSaIrhBBCCCGMkiS6QgghhBDCKEmiK4QQQgghjFKWSHQfP35M9+7dKVCgANbW1hQqVIgJEyagVqvj7Pf06VNatGiBra0tzs7ODBw4MN4+QgghhBDi42Bm6ACS4/bt22g0GlauXEnhwoW5ceMG3377LaGhocydOxeAmJgYmjVrhouLC3/++Sd+fn506dIFrVbL4sWLDfwbCCGEEEIIfcsSiW7jxo1p3LixUi5YsCB37txh+fLlSqJ75MgRbt26xbNnz/Dw8ABg3rx5dO3alWnTpmFvb2+Q2IUQQgghhGFkiUQ3IYGBgTg6OirlM2fOULp0aSXJBWjUqBGRkZFcvHiRevXqJXieyMhIIiMjlXJQUBAAUVFRREVFZVD0sd7WoY+6shJpl8RJ2yRM2iVx0jYJk3ZJnLRNwqRdEmaIdkluXSqtVqvN4FjS3YMHD6hYsSLz5s2jR48eAPTs2ZPHjx9z5MiROPtaWlqyYcMG2rdvn+C5Jk6cyKRJk+Jt37p1KzY2NukfvBBCCCGESJOwsDA6dOhAYGDgB+/aG7RHN7Ek813nz5+ncuXKStnLy4vGjRvTtm1bJcl9S6VSxTteq9UmuP2tUaNG8d133ynloKAg8uTJQ8OGDfUy3CEqKoqjR4/SoEEDzM3NM7y+rELaJXHSNgmTdkmctE3CpF0SJ22TMGmXhBmiXd7egU+KQRPd/v3789VXX31wn/z58ys/e3l5Ua9ePWrUqMGqVavi7Ofu7s65c+fibHvz5g1RUVG4ubklen5LS0ssLS3jbTc3N9frRazv+rIKaZfESdskTNolcdI2CZN2SZy0TcKkXRKmz3ZJbj0GTXSdnZ1xdnZO1r4vXrygXr16VKpUifXr12NiEndmtBo1ajBt2jRevnxJzpw5Ad0DapaWllSqVCndYxdCCCGEEJlblngYzcvLC09PT/LmzcvcuXPx8fFRXnN3dwegYcOGlCxZkk6dOjFnzhz8/f0ZOnQo3377rcy4IIQQQgjxEcoSie6RI0e4f/8+9+/fJ3fu3HFee/ssnampKQcOHKBv377UqlULa2trOnTooEw/JoQQQgghPi5ZItHt2rUrXbt2TXK/vHnzsn///owPSAghhBBCZHpZYglgIYQQQgghUkoSXSGEEEIIYZQk0RVCCCGEEEZJEl0hhBBCCGGUJNEVQgghhBBGSRJdIYQQQghhlCTRFUIIIYQQRkkSXSGEEEIIYZQk0RVCCCGEEEZJEl0hhBBCCGGUJNEVQgghhBBGSRJdIYQQQghhlCTRFUIIIYQQRkkSXSGEEEIIYZQk0RVCCCGEEEZJEl0hhBBCCGGUJNEVQgghhBBGSRJdIYQQQghhlCTRFUIIIYQQRkkSXSGEEEIIYZQk0RVCCCGEEEZJEl0hhBBCCGGUJNEVQgghhBBGSRJdIYQQQghhlCTRFUIIIYQQRkkSXSGEEEIIYZQk0RVCCCGEEEZJEl0hhBBCCGGUJNEVQgghhBBGSRJdIYQQQghhlCTRFUIIIYQQRkkSXSGEEEIIYZQk0RVCCCGEEEZJEl0hhBBCCGGUJNEVQgghhBBGSRJdIYQQQghhlCTRFUIIIYQQRkkSXSGEEEIIYZQk0RVCCCGEEEZJEl0hhBBCCGGUJNEVQgghhBBGSRJdIYQQQghhlCTRFUIIIYQQRkkSXSGEEEIIYZQk0RVCCCGEEEZJEl0hhBBCCGGUJNEVQgghhBBGSRJdIYQQQghhlCTRFUIIIYQQRkkSXSGEEEIIYZQk0RVCCCGEEEZJEl0hhBBCCGGUJNEVQgghhBBGSRJdIYQQQghhlCTRFUIIIYQQRkkSXSGEEEIIYZQk0RVCCCGEEEZJEl0hhBBCCGGUJNEVQgghhBBGKUskuo8fP6Z79+4UKFAAa2trChUqxIQJE1Cr1XH2U6lU8f6tWLHCQFELIYQQQghDMjN0AMlx+/ZtNBoNK1eupHDhwty4cYNvv/2W0NBQ5s6dG2ff9evX07hxY6WcPXt2fYcrhBBCCCEygSyR6DZu3DhO8lqwYEHu3LnD8uXL4yW6Dg4OuLu76ztEIYQQQgiRyWSJRDchgYGBODo6xtvev39/evToQYECBejevTs9e/bExCTxERqRkZFERkYq5aCgIACioqKIiopK/8Df87YOfdSVlUi7JE7aJmHSLomTtkmYtEvipG0SJu2SMEO0S3LrUmm1Wm0Gx5LuHjx4QMWKFZk3bx49evRQtk+dOpX69etjbW3NsWPHGD9+PKNGjWLs2LGJnmvixIlMmjQp3vatW7diY2OTIfELIYQQQojUCwsLo0OHDgQGBmJvb5/ofgZNdBNLMt91/vx5KleurJS9vLz45JNP+OSTT1izZs0Hj503bx6TJ08mMDAw0X0S6tHNkycPvr6+H2y49BIVFcXRo0dp0KAB5ubmGV5fViHtkjhpm4RJuyRO2iZh0i6Jk7ZJmLRLwgzRLkFBQTg7OyeZ6Bp06EL//v356quvPrhP/vz5lZ+9vLyoV68eNWrUYNWqVUmev3r16gQFBeHt7Y2bm1uC+1haWmJpaRlvu7m5uV4vYn3Xl1VIuyRO2iZh0i6Jk7ZJmLRL4qRtEibtkjB9tkty6zFoouvs7Iyzs3Oy9n3x4gX16tWjUqVKrF+//oPjbt+6fPkyVlZWODg4pDFSIYQQQgiR1WSJh9G8vLzw9PQkb968zJ07Fx8fH+W1tzMs7Nu3j1evXlGjRg2sra05ceIEY8aMoWfPngn22AohhBBCCOOWJRLdI0eOcP/+fe7fv0/u3LnjvPZ2iLG5uTnLli3ju+++Q6PRULBgQSZPnky/fv0MEbIQQgghhDCwLJHodu3ala5du35wn/fn2hVCCCGEEB+3LLEEsBBCCCGEECklia4QQgghhDBKkugKIYQQQgijJImuEEIIIYQwSpLoCiGEEEIIoySJrhBCCCGEMEqS6AohhBBCCKMkia4QQgghhDBKkugKIYQQQgijJImuEEIIIYQwSpLoCiGEEEIIoySJrhBCCCGEMEqS6AohhBBCCKMkia4QQgghhDBKkugKIYQQQgijJImuEEIIIYQwSpLoCiGEEEIIoySJrhBCCCGEMEqS6AohhBBCCKMkia4QQgghhDBKkugKIYQQQgijJImuEEIIIYQwSpLoCiGEEEIIoySJrhBCCCGEMEqS6AohhBBCCKMkia4QQgghhDBKkugKIYQQQgijJImuEEIIIYQwSpLoCiGEEEIIoySJrhBCCCGEMEqS6AohhBBCCKMkia4QQgghhDBKkugKIYQQQgijJImuEEIIIYQwSpLoCiGEEEIIoySJrhBCCCGEMEqS6AohhBBCCKMkia4QQgghhDBKkugKIYQQQgijJImuEEIIIYQwSpLoCiGEEEIIoySJrhBCCCGEMEqS6AohhBBCCKMkia4QQgghhDBKkugKIYQQQgijJImuEEIIIYQwSpLoCiGEEEIIoySJrhBCCCGEMEqS6AohhBBCCKMkia4QQgghhDBKkugKIYQQQgijJImuEEIIIYQwSpLoCiGEEEIIoySJrhBCCCGEMEqS6AohhBBCCKMkia4QQgghhDBKkugKIYQQQgijJImuEEIIIYQwSpLoCiGEEEIIoySJrhBCCCGEMEpZJtFt2bIlefPmxcrKipw5c9KpUye8vLzi7PP06VNatGiBra0tzs7ODBw4ELVabaCIhRBCCCGEIWWZRLdevXr8/PPP3Llzh127dvHgwQO+/PJL5fWYmBiaNWtGaGgof/75Jz/99BO7du3i+++/N2DUQgghhBDCUMwMHUByDRkyRPk5X758jBw5ks8//5yoqCjMzc05cuQIt27d4tmzZ3h4eAAwb948unbtyrRp07C3t0/wvJGRkURGRirloKAgAKKiooiKisrA3wilnnf/X+hIuyRO2iZh0i6Jk7ZJmLRL4qRtEibtkjBDtEty61JptVptBsfy//buPSiq+g0D+LPgslxlQEFAEUgUJZESvCyad0ntgmGp5QgODKYoYSqmpoAzNZCmpqNpDVQ0Y0POeB3vlLBIpAKKkJJXRFSM8Y6ggPD9/dGPM67sgnnhrLvPZ2bH3e85u/vu45u+Hc8enrubN29i5syZuHLlCnJycgAA8fHx2LFjB06cOCHtd+vWLTg6OuLgwYMYPny4ztdKTEzEsmXLmq3/8ssvsLa2fjEfgIiIiIieWk1NDT766CPcuXNH78FM4CU6ogsAn332GdatW4eamhoMHDgQu3btkrZdu3YNnTp10trfwcEBFhYWuHbtmt7XXLRoEebOnSs9vnv3Ltzd3REcHNxicM9LfX09MjIyMHr0aCiVyhf+fi8L5qIfs9GNuejHbHRjLvoxG92Yi25y5NL0L/CtkXXQ1Xc09VF5eXkIDAwEAMTFxSEyMhJlZWVYtmwZwsLCsGvXLigUCgCQfn2UEELnehOVSgWVStVsXalUtmkTt/X7vSyYi37MRjfmoh+z0Y256MdsdGMuurVlLk/6PrIOurNnz8bkyZNb3MfT01O637FjR3Ts2BE9evRAr1694O7ujsOHD0OtVsPFxQVHjhzReu6tW7dQX1/f7EgvERERERk/WQfdpsH1aTSdWtz0RTK1Wo0vv/wSFRUVcHV1BQAcOHAAKpUKAQEBz6dgIiIiInppvBTn6B49ehRHjx7F4MGD4eDggAsXLiA+Ph7dunWDWq0GAAQHB8PX1xdTp07FihUrcPPmTcyfPx9RUVFtcq4tERERERmWl+I6ulZWVti6dStGjhwJHx8fREREoHfv3tBoNNL5tebm5ti9ezcsLS0xaNAgTJw4EePHj8fXX38tc/VEREREJIeX4oiun58fDh482Op+Xbt21boSw9NoOiXiSb/N96zq6+tRU1ODu3fv8sT2RzAX/ZiNbsxFP2ajG3PRj9noxlx0kyOXpjmttavkvhSDbluqqqoCALi7u8tcCRERERG1pKqqCvb29nq3v5Q/MOJFamxsxNWrV2FnZ9fiZcmel6br9paXl/Nc4kcwF/2YjW7MRT9moxtz0Y/Z6MZcdJMjFyEEqqqq4ObmBjMz/Wfi8ojuY8zMzNClS5c2f9/27dvzPxodmIt+zEY35qIfs9GNuejHbHRjLrq1dS4tHclt8lJ8GY2IiIiI6L/ioEtERERERomDrsxUKhUSEhJ0/hhiU8Zc9GM2ujEX/ZiNbsxFP2ajG3PRzZBz4ZfRiIiIiMgo8YguERERERklDrpEREREZJQ46BIRERGRUeKgS0RERERGiYOujL799lt4eXnB0tISAQEBOHTokNwlyS4xMREKhULr5uLiIndZbS47OxvvvPMO3NzcoFAosH37dq3tQggkJibCzc0NVlZWGDZsGE6ePClPsW2stWymTZvWrIcGDhwoT7FtKCkpCf369YOdnR2cnZ0xfvx4nD59WmsfU+ybJ8nFVHtmw4YN6NOnj3SRf7Vajb1790rbTbFfgNZzMdV+eVxSUhIUCgXmzJkjrRliz3DQlcmvv/6KOXPm4PPPP8fx48fxxhtvYOzYsbh06ZLcpcnu1VdfRUVFhXQrLi6Wu6Q2V11dDX9/f6xbt07n9uXLl2PVqlVYt24d8vLy4OLigtGjR6OqqqqNK217rWUDAGPGjNHqoT179rRhhfLQaDSYNWsWDh8+jIyMDDx8+BDBwcGorq6W9jHFvnmSXADT7JkuXbogOTkZ+fn5yM/Px4gRIxASEiINJqbYL0DruQCm2S+PysvLw/fff48+ffporRtkzwiSRf/+/cWMGTO01nr27CkWLlwoU0WGISEhQfj7+8tdhkEBILZt2yY9bmxsFC4uLiI5OVlae/DggbC3txcbN26UoUL5PJ6NEEKEh4eLkJAQWeoxJJWVlQKA0Gg0Qgj2TZPHcxGCPfMoBwcHkZKSwn55TFMuQrBfqqqqRPfu3UVGRoYYOnSoiI2NFUIY7p8xPKIrg7q6OhQUFCA4OFhrPTg4GLm5uTJVZTjOnj0LNzc3eHl5YfLkybhw4YLcJRmU0tJSXLt2Tat/VCoVhg4dyv75v6ysLDg7O6NHjx6IiopCZWWl3CW1uTt37gAAHB0dAbBvmjyeSxNT75mGhgakp6ejuroaarWa/fJ/j+fSxJT7ZdasWXjrrbcwatQorXVD7Zl2sr2zCbt+/ToaGhrQqVMnrfVOnTrh2rVrMlVlGAYMGICff/4ZPXr0wD///IMvvvgCQUFBOHnyJDp06CB3eQahqUd09U9ZWZkcJRmUsWPH4oMPPoCHhwdKS0uxdOlSjBgxAgUFBQb5U3teBCEE5s6di8GDB6N3794A2DeA7lwA0+6Z4uJiqNVqPHjwALa2tti2bRt8fX2lwcRU+0VfLoBp90t6ejqOHTuGvLy8ZtsM9c8YDroyUigUWo+FEM3WTM3YsWOl+35+flCr1ejWrRvS0tIwd+5cGSszPOwf3SZNmiTd7927NwIDA+Hh4YHdu3cjNDRUxsrazuzZs1FUVIScnJxm20y5b/TlYso94+Pjg8LCQty+fRtbtmxBeHg4NBqNtN1U+0VfLr6+vibbL+Xl5YiNjcWBAwdgaWmpdz9D6xmeuiCDjh07wtzcvNnR28rKymb/J2TqbGxs4Ofnh7Nnz8pdisFougoF++fJuLq6wsPDw2R6KCYmBjt37kRmZia6dOkirZt63+jLRRdT6hkLCwt4e3sjMDAQSUlJ8Pf3x5o1a0y+X/Tlooup9EtBQQEqKysREBCAdu3aoV27dtBoNFi7di3atWsn9YWh9QwHXRlYWFggICAAGRkZWusZGRkICgqSqSrDVFtbi5KSEri6uspdisHw8vKCi4uLVv/U1dVBo9Gwf3S4ceMGysvLjb6HhBCYPXs2tm7dioMHD8LLy0tru6n2TWu56GIqPaOLEAK1tbUm2y/6NOWii6n0y8iRI1FcXIzCwkLpFhgYiClTpqCwsBCvvPKKYfaMTF+CM3np6elCqVSK1NRUcerUKTFnzhxhY2MjLl68KHdpspo3b57IysoSFy5cEIcPHxZvv/22sLOzM7lcqqqqxPHjx8Xx48cFALFq1Spx/PhxUVZWJoQQIjk5Wdjb24utW7eK4uJi8eGHHwpXV1dx9+5dmSt/8VrKpqqqSsybN0/k5uaK0tJSkZmZKdRqtejcubPRZzNz5kxhb28vsrKyREVFhXSrqamR9jHFvmktF1PumUWLFons7GxRWloqioqKxOLFi4WZmZk4cOCAEMI0+0WIlnMx5X7R5dGrLghhmD3DQVdG69evFx4eHsLCwkL07dtX63I3pmrSpEnC1dVVKJVK4ebmJkJDQ8XJkyflLqvNZWZmCgDNbuHh4UKIfy/jkpCQIFxcXIRKpRJDhgwRxcXF8hbdRlrKpqamRgQHBwsnJyehVCpF165dRXh4uLh06ZLcZb9wujIBIH788UdpH1Psm9ZyMeWeiYiIkP4OcnJyEiNHjpSGXCFMs1+EaDkXU+4XXR4fdA2xZxRCCNF2x4+JiIiIiNoGz9ElIiIiIqPEQZeIiIiIjBIHXSIiIiIyShx0iYiIiMgocdAlIiIiIqPEQZeIiIiIjBIHXSIiIiIyShx0iYiIiMgocdAlIjJhw4YNw5w5c6THnp6e+Oabb2Srh4joeeKgS0T0FBoaGhAUFIQJEyZord+5cwfu7u5YsmSJTJU9m7y8PEyfPv25vua0adMwfvz45/qaRERPgoMuEdFTMDc3R1paGvbt24dNmzZJ6zExMXB0dER8fLyM1WkTQuDhw4dPtK+TkxOsra1fcEVERG2Dgy4R0VPq3r07kpKSEBMTg6tXr2LHjh1IT09HWloaLCws9D6vtrYWCxYsgLu7O1QqFbp3747U1FRpu0ajQf/+/aFSqeDq6oqFCxdqDaq1tbX45JNP4OzsDEtLSwwePBh5eXnS9qysLCgUCuzfvx+BgYFQqVQ4dOgQqqurERYWBltbW7i6umLlypXNanv81AWFQoGUlBS89957sLa2Rvfu3bFz505pe0NDAyIjI+Hl5QUrKyv4+PhgzZo10vbExESkpaVhx44dUCgUUCgUyMrKAgBcuXIFkyZNgoODAzp06ICQkBBcvHjxv/wWEBG1iIMuEdEziImJgb+/P8LCwjB9+nTEx8fjtddea/E5YWFhSE9Px9q1a1FSUoKNGzfC1tYWwL/D37hx49CvXz+cOHECGzZsQGpqKr744gvp+QsWLMCWLVuQlpaGY8eOwdvbG2+++SZu3ryp9T4LFixAUlISSkpK0KdPH8TFxSEzMxPbtm3DgQMHkJWVhYKCglY/47JlyzBx4kQUFRVh3LhxmDJlivRejY2N6NKlCzZv3oxTp04hPj4eixcvxubNmwEA8+fPx8SJEzFmzBhUVFSgoqICQUFBqKmpwfDhw2Fra4vs7Gzk5OTA1tYWY8aMQV1d3X/5LSAi0k8QEdEzKSkpEQCEn5+fqK+vb3Hf06dPCwAiIyND5/bFixcLHx8f0djYKK2tX79e2NraioaGBnHv3j2hVCrFpk2bpO11dXXCzc1NLF++XAghRGZmpgAgtm/fLu1TVVUlLCwsRHp6urR248YNYWVlJWJjY6U1Dw8PsXr1aukxALFkyRLp8b1794RCoRB79+7V+xmjo6PFhAkTpMfh4eEiJCREa5/U1NRmn7O2tlZYWVmJ/fv3631tIqL/op28YzYR0cvvhx9+gLW1NUpLS3H58mV4enrq3bewsBDm5uYYOnSozu0lJSVQq9VQKBTS2qBBg3Dv3j1cvnwZt2/fRn19PQYNGiRtVyqV6N+/P0pKSrReKzAwULp//vx51NXVQa1WS2uOjo7w8fFp9fP16dNHum9jYwM7OztUVlZKaxs3bkRKSgrKyspw//591NXVtXpUu6CgAOfOnYOdnZ3W+oMHD3D+/PlWayIiehIcdImInsGff/6J1atXY+/evVi+fDkiIyPx22+/aQ2qj7Kysmrx9YQQzZ4rhADw7/myj95v7Xk2NjbNXuNpKJVKrccKhQKNjY0AgM2bN+PTTz/FypUroVarYWdnhxUrVuDIkSMtvmZjYyMCAgK0vsjXxMnJ6alrJSJ6FM/RJSJ6Svfv30d4eDg+/vhjjBo1CikpKcjLy8N3332n9zl+fn5obGyERqPRud3X1xe5ublag2lubi7s7OzQuXNneHt7w8LCAjk5OdL2+vp65Ofno1evXnrf19vbG0qlEocPH5bWbt26hTNnzvyXj9zMoUOHEBQUhOjoaLz++uvw9vZudkTWwsICDQ0NWmt9+/bF2bNn4ezsDG9vb62bvb39M9VERNSEgy4R0VNauHAhGhsb8dVXXwEAunbtipUrVyIuLk7v1QM8PT0RHh6OiIgIbN++HaWlpcjKypK+vBUdHY3y8nLExMTg77//xo4dO5CQkIC5c+fCzMwMNjY2mDlzJuLi4rBv3z6cOnUKUVFRqKmpQWRkpN5abW1tERkZibi4OPz+++/466+/MG3aNJiZPdtfA97e3sjPz8f+/ftx5swZLF26VOsKEE2fuaioCKdPn8b169dRX1+PKVOmoGPHjggJCcGhQ4dQWloKjUaD2NhYXL58+ZlqIiJqwkGXiOgpaDQarF+/Hj/99JPWKQJRUVEICgpCZGSk3tMFNmzYgPfffx/R0dHo2bMnoqKiUF1dDQDo3Lkz9uzZg6NHj8Lf3x8zZsxAZGSk1g+gSE5OxoQJEzB16lT07dsX586dw/79++Hg4NBizStWrMCQIUPw7rvvYtSoURg8eDACAgKeKYcZM2YgNDQUkyZNwoABA3Djxg1ER0dr7RMVFQUfHx8EBgbCyckJf/zxB6ytrZGdnY2uXbsiNDQUvXr1QkREBO7fv4/27ds/U01ERE0U4llO3CIiIiIiMlA8oktERERERomDLhEREREZJQ66RERERGSUOOgSERERkVHioEtERERERomDLhEREREZJQ66RERERGSUOOgSERERkVHioEtERERERomDLhEREREZJQ66RERERGSU/gdArPrSmNDekwAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "mesh.refine_mesh()\n",
+    "mesh.plot_triangles()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "mude-base",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/content/GA_2_1/mesh/utilities.py b/content/GA_2_1/mesh/utilities.py
new file mode 100644
index 00000000..c9f3aaf2
--- /dev/null
+++ b/content/GA_2_1/mesh/utilities.py
@@ -0,0 +1,384 @@
+import numpy as np
+import timeit
+import matplotlib.pyplot as plt
+
+
+class Mesh:
+    def __init__(self, coordinates, side_length):
+        self.coordinates = coordinates
+        self.side_length = side_length
+        self.triangles = None
+        self.shared_sides = None
+        self.bar_coordinates = None
+        self.kapsalon_coordinates = None
+        self.refinement_number = 0
+        self.check_initialization()
+
+    def try_triangles(self, triangles=None, triangle_id=None):
+        if triangles is None:
+            assert self.triangles is not None, (
+                'NO TRIANGLES DEFINED!\n'
+                +'--> Define with method define_triangles(), or \n'
+                +'--> Provide as keyword argument triangles=[[],[],...]\n')
+            triangles = self.triangles
+        if triangle_id is None:
+            triangle_id = range(len(triangles))
+        self.plot_triangles(triangles=triangles, triangle_id=triangle_id)
+        self.check_triangles(triangles=triangles, triangle_id=triangle_id)
+
+    # def define_triangles(self, triangles):
+    #     self.triangles = triangles
+
+    def define_triangles(self):
+        triangles = []
+        tol = self.side_length/20
+        for i, a in enumerate(self.coordinates):
+            for j, b in enumerate(self.coordinates):
+                if i != j and np.isclose(np.linalg.norm(a - b), self.side_length, atol=tol):
+                    for k, c in enumerate(self.coordinates):
+                        if k != i and k != j and np.isclose(np.linalg.norm(a - c), self.side_length, atol=tol) and np.isclose(np.linalg.norm(b - c), self.side_length, atol=tol):
+                            if sorted([i, j, k]) in triangles:
+                                continue
+                            triangles.append(sorted([i, j, k]))
+        self.triangles = triangles
+        self.check_triangles(triangles=triangles, report=False)
+        return triangles
+
+    def get_triangle_area(self, triangle_id, triangles):
+        triangle = triangles[triangle_id]
+        a = self.coordinates[triangle[0]]
+        b = self.coordinates[triangle[1]]
+        c = self.coordinates[triangle[2]]
+        return 0.5*np.abs(np.cross(b-a, c-a))
+    
+    def get_bar_coordinates(self):
+        assert self.triangles is not None, (
+                'NO TRIANGLES DEFINED!\n'
+                +'--> Define with method define_triangles(), or \n'
+                +'--> Provide as keyword argument triangles=[[],[],...]\n')
+        self.bar_coordinates = np.zeros((len(self.triangles), 2))
+        for i, triangle in enumerate(self.triangles):
+            a = self.coordinates[triangle[0]]
+            b = self.coordinates[triangle[1]]
+            c = self.coordinates[triangle[2]]
+            centroid = (a + b + c) / 3
+            self.bar_coordinates[i] = centroid
+        return self.bar_coordinates
+    
+    def get_kapsalon_coordinates(self):
+        assert self.shared_sides is not None, (
+                'NO SIDES DEFINED!\n'
+                +'--> Define with method define_shared_sides(), or \n'
+                +'--> Provide as keyword argument sides=[[[],[]],...]\n')
+        self.kapsalon_coordinates = np.zeros((len(self.shared_sides), 2))
+        for i, side in enumerate(self.shared_sides):
+            triangle_1_id, triangle_2_id = side[1]
+            bar_1 = self.get_bar_coordinates()[triangle_1_id]
+            bar_2 = self.get_bar_coordinates()[triangle_2_id]
+            midpoint = (bar_1 + bar_2) / 2
+            self.kapsalon_coordinates[i] = midpoint
+        return self.kapsalon_coordinates
+
+    def plot_everything(self):
+        fig = self.plot_coordinates()
+        ax = fig.get_axes()[0]
+        if self.bar_coordinates is not None:
+            ax.scatter(self.bar_coordinates[:, 0],
+                       self.bar_coordinates[:, 1],
+                       label='Bars',
+                       marker='s',
+                       color='red')
+        if self.kapsalon_coordinates is not None:
+            ax.scatter(self.kapsalon_coordinates[:, 0],
+                       self.kapsalon_coordinates[:, 1],
+                       label='Kapsalon Shops',
+                       marker='^',
+                       color='orange')
+        ax.legend()
+        ax.set_title('My Plan for the City')
+        return fig
+
+    def plot_coordinates(self):
+        fig, ax = plt.subplots(figsize=(8, 8))
+        ax.scatter(self.coordinates[:, 0],
+                   self.coordinates[:, 1],
+                   label='Student Houses',
+                   color='blue')
+        ax.set_title('Triangle Vertices')
+        ax.set_xlabel('X coordinate')
+        ax.set_ylabel('Y coordinate')
+        text_offset = 0.1
+        for i in range(self.coordinates.shape[0]):
+            ax.text(self.coordinates[i, 0] - text_offset,
+                    self.coordinates[i, 1] - text_offset,
+                    str(i),
+                    horizontalalignment='right',
+                    verticalalignment='top',
+                    fontsize=12, color='black')
+        
+        ax.grid(True)
+        ax.axis('equal')
+        # ax.set_xlim(0, 8)
+        # ax.set_ylim(0, 6)
+        return fig
+    
+    def plot_triangles(self, triangles=None, triangle_id=None):
+        if triangles is None:
+            assert self.triangles is not None, (
+                'NO TRIANGLES DEFINED!\n'
+                +'--> Define with method define_triangles(), or \n'
+                +'--> Provide as keyword argument triangles=[[],[],...]\n'
+        )
+            triangles = self.triangles
+        if triangle_id is None:
+            triangle_id = range(len(triangles))
+        fig = self.plot_coordinates()
+        ax = fig.get_axes()[0]
+        if isinstance(triangle_id, int):
+            ax.set_title(f'Triangle {triangle_id} (vertices {triangles[triangle_id]})')
+            triangle_id = [triangle_id]
+        else:
+            ax.set_title(f'Triangles plotted: {triangle_id}')
+            
+        for t_id in triangle_id:
+            triangle = triangles[t_id]
+            for i in range(3):
+                start = self.coordinates[triangle[i]]
+                end = self.coordinates[triangle[(i+1)%3]]
+                ax.plot([start[0], end[0]], [start[1], end[1]],
+                    color='black', linestyle='--', linewidth=2)
+                ax.fill(self.coordinates[triangle, 0], 
+                    self.coordinates[triangle, 1], 
+                    color='green', alpha=0.1)
+        return fig
+         
+    def define_shared_sides(self):
+        assert self.triangles is not None, (
+                'NO TRIANGLES DEFINED!\n'
+                +'--> Define with method define_triangles(), or \n'
+        )
+        shared_sides = []
+        tol = self.side_length/20
+        for i, tri1 in enumerate(self.triangles):
+            for j, tri2 in enumerate(self.triangles):
+                if i >= j:
+                    continue
+                common_vertices = list(set(tri1).intersection(set(tri2)))
+                if len(common_vertices) == 2:
+                    shared_sides.append([common_vertices, [i, j]])
+
+        self.shared_sides = shared_sides
+        self.check_shared_sides()
+        return shared_sides
+    
+    def get_all_sides(self):
+        assert self.triangles is not None, (
+            'NO TRIANGLES DEFINED!\n'
+            +'--> Define with method define_triangles(), or \n'
+            +'--> Provide as keyword argument triangles=[[],[],...]\n')
+        sides = []
+        for triangle in self.triangles:
+            for i in range(3):
+                side = sorted([triangle[i], triangle[(i+1)%3]])
+                if side not in sides:
+                    sides.append(side)
+        self.all_sides = sides
+        return sides
+    
+    def refine_mesh(self, report=True):
+        assert self.triangles is not None, (
+            'NO TRIANGLES DEFINED!\n'
+            +'--> Define with method define_triangles(), or \n'
+            +'--> Provide as keyword argument triangles=[[],[],...]\n')
+        
+        if report:
+            print('Refining mesh...initial status:')
+            print('  refinements: ', self.refinement_number)
+            print('  points:      ', self.coordinates.shape[0])
+            print('  triangles:   ', len(self.triangles))
+            print('  sides:       ', len(self.all_sides))
+            print('  side length: ', self.side_length)
+
+
+        start_time = timeit.default_timer()
+
+        new_coordinates = np.zeros((0, 2))
+        for side in self.all_sides:
+            midpoint = (self.coordinates[side[0]] + self.coordinates[side[1]]) / 2
+            new_coordinates = np.vstack((new_coordinates, midpoint))
+
+        self.old_coordinates = self.coordinates
+
+        self.coordinates = np.vstack((self.coordinates, new_coordinates))
+        self.refinement_number += 1
+        self.side_length /= 2
+
+        self.define_triangles()
+        self.get_all_sides()
+
+        elapsed = timeit.default_timer() - start_time
+
+        if report:
+            print('Refinement complete...final status:')
+            print('  refinements: ', self.refinement_number)
+            print('  points:      ', self.coordinates.shape[0])
+            print('  triangles:   ', len(self.triangles))
+            print('  sides:       ', len(self.all_sides))
+            print('  side length: ', self.side_length)
+            print(f'Time taken for refinement: {elapsed:.6f} seconds')
+        
+
+        return self.coordinates
+
+        
+
+    def plot_shared_sides(self, sides=None, side_id=None):
+        if sides is None:
+            assert self.shared_sides is not None, (
+                'NO SIDES DEFINED!\n'
+                +'--> Define with method define_shared_sides(), or \n'
+                +'--> Provide as keyword argument sides=[[[],[]],...]\n'
+        )
+            sides = self.shared_sides
+        if side_id is None:
+            side_id = range(len(sides))
+        elif isinstance(side_id, int):
+            side_id = [side_id]
+
+        unique_triangles = list(set([triangle for side in sides for triangle in side[1]]))
+
+        fig = self.plot_triangles(triangle_id=unique_triangles)
+        ax = fig.get_axes()[0]
+
+        if isinstance(side_id, int):
+            ax.set_title((f'Side {side_id} (vertices {sides[side_id][0]}, '
+                          +f'triangles {sides[side_id][0]})'))
+        else:
+            ax.set_title((f'Sides plotted: {side_id} and '
+                         +f'triangles: {unique_triangles}'))
+
+        for s_id in side_id:
+            side = sides[s_id]
+            start = self.coordinates[side[0][0]]
+            end = self.coordinates[side[0][1]]
+            ax.plot([start[0], end[0]], [start[1], end[1]],
+                color='red', linestyle='--', linewidth=4)
+        return fig
+
+    def check_shared_sides(self):
+        assert (
+             isinstance(self.shared_sides, list)
+        ), (
+             'Arg shared_sides should be a list of lists'
+        )
+        for i in range(len(self.shared_sides)):
+            assert (
+                isinstance(self.shared_sides[i][0], list)
+            ), (
+                f'First item in arg shared_sides, item {i}, is not a list'
+            )
+            assert (
+                isinstance(self.shared_sides[i][1], list)
+            ), (
+                f'Second item in arg shared_sides, item {i}, is not a list'
+            )
+            assert (
+                len(self.shared_sides[i][0]) == 2
+            ), (
+                f'First item in arg shared_sides, item {i}, must have 2 elements'
+            )
+            assert (
+                len(self.shared_sides[i][1]) == 2
+            ), (
+                f'Second item in arg shared_sides, item {i}, must have 2 elements'
+            )
+            self.check_sides_in_triangles(i,
+                                          self.shared_sides[i][0],
+                                          self.shared_sides[i][1])
+        print('The sides you provided seem to be defined correctly!')
+        if len(self.shared_sides) != 10:
+            print('WARNING: You should have 10 shared sides'
+                           +f' --> currently only {len(self.shared_sides)}')
+
+    def check_sides_in_triangles(self, side, vertices, triangle_id):
+        triangle_1 = self.triangles[triangle_id[0]]
+        triangle_2 = self.triangles[triangle_id[1]]
+        common_vertices = set(triangle_1).intersection(set(triangle_2))
+        assert len(common_vertices) == 2, (
+            f'Side {side}: Triangles {triangle_id[0]} and {triangle_id[1]} do not share exactly two vertices'
+        )
+        assert vertices[0] in triangle_1 and vertices[0] in triangle_2, (
+            f'Vertex {vertices[0]} is not shared by triangles {triangle_id[0]} and {triangle_id[1]}'
+        )
+        assert vertices[1] in triangle_1 and vertices[1] in triangle_2, (
+            f'Vertex {vertices[1]} is not shared by triangles {triangle_id[0]} and {triangle_id[1]}'
+        )
+        return True
+
+
+    def check_initialization(self):
+        assert (
+             isinstance(self.coordinates, np.ndarray)
+        ), (
+             'Arg coordinates should be a numpy array'
+        )
+        assert (
+            self.coordinates.shape[1] == 2
+        ), (
+            'Arg coordinates should have 2 columns'
+        )
+        assert (
+            self.coordinates.shape[0] == 11
+        ), (
+            'Arg coordinates should have 11 rows'
+        )
+
+    def check_triangles(self, triangles=None, triangle_id=None, report=True):
+        tol = self.side_length/20
+        if triangles is None:
+            assert self.triangles is not None, (
+                'Define triangles with method define_triangles() or provide them as argument')
+            triangles = self.triangles
+        if triangle_id is None:
+            triangle_id = range(len(triangles))
+        assert (
+             isinstance(triangles, list)
+        ), (
+             'Arg triangles should be a list of lists'
+        )
+        assert (
+             isinstance(triangles[0], list)
+        ), (
+             'First item in arg triangles is not a list'
+        )
+        for i, tri in enumerate(triangles):
+            assert (
+                len(tri) == 3
+            ), (
+                f'Problem with triangle at row {i}: must have 3 vertices'
+            )
+
+        if self.refinement_number == 0:
+            if len(triangles) != 10:
+                print('WARNING: You should have 10 triangles'
+                            +f' --> currently only {len(triangles)}')
+        
+        height = np.sqrt(self.side_length**2 - (self.side_length/2)**2)
+        area = self.side_length*height/2
+        for i in range(len(triangles)):
+            area_i = self.get_triangle_area(i, triangles)
+            assert (
+                np.isclose(area_i, area, atol=tol)
+            ), (
+                f'Triangle {i} does not have the correct area:\n'
+                +f'  {area_i:.3e} instead of {area:.3e} (tol = {tol:.2e})'
+            )
+            for j in range(3):
+                side_length = np.linalg.norm(self.coordinates[tri[j]] - self.coordinates[tri[(j+1)%3]])
+                assert (
+                    np.isclose(side_length, self.side_length, atol=tol)
+                ), (
+                    f'One of the sides of triangle {i} has incorrect length'
+                )
+        if report:
+            print('All triangles seem to be defined correctly!')
\ No newline at end of file
-- 
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