diff --git a/data/nonrotating/stress-components.xlsx b/data/nonrotating/stress-components.xlsx
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diff --git a/data/rotating-0.32/stress-components.xlsx b/data/rotating-0.32/stress-components.xlsx
new file mode 100644
index 0000000000000000000000000000000000000000..a249495f67f723bff7d9b856b0d7676b33cd7dbe
Binary files /dev/null and b/data/rotating-0.32/stress-components.xlsx differ
diff --git a/data/rotating-0.61/stress-components.xlsx b/data/rotating-0.61/stress-components.xlsx
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diff --git a/notebooks/StressNearWall.ipynb b/notebooks/StressNearWall.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..fa58e436fd505f2d39c4c04121aa3fcc0a14e12a
--- /dev/null
+++ b/notebooks/StressNearWall.ipynb
@@ -0,0 +1,263 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "aba41697-8a31-482b-8c40-fceef1a3106e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "af108157-f15c-4bfb-b96d-b963fe9d1d81",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_path='../data/'\n",
+    "stress_nr = pd.read_excel(data_path + \"nonrotating/stress-components.xlsx\")\n",
+    "stress_n32 = pd.read_excel(data_path + \"rotating-0.32/stress-components.xlsx\")\n",
+    "stress_n61 = pd.read_excel(data_path + \"rotating-0.61/stress-components.xlsx\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "9a9bc06d-6f10-4dd6-9126-d8d299ca50b6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['r/D', '<u_r u_z>', '-nu d<U_z>dr', '<u_r u_z> - nu d<U_z>dr', 'y+'], dtype='object')"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "stress_nr.columns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "b7b07987-3c60-451d-a21a-d41a7fc93d5e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "non_rot_cf = 9.22e-3\n",
+    "rot61_cf = 7.55e-3\n",
+    "rot32_cf = 8.35e-3"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "fcd06ca4-8066-46b5-ad5e-d869560d80e9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "stress_nr[[\"<u_r u_z>\",\"-nu d<U_z>dr\"]] = stress_nr[[\"<u_r u_z>\",\"-nu d<U_z>dr\"]]*(non_rot_cf/2)\n",
+    "stress_n32[[\"uv\",\"uw\",\"vw\"]] = stress_n32[[\"uv\",\"uw\",\"vw\"]]*(rot32_cf/2)\n",
+    "stress_n61[[\"uv\",\"uw\",\"vw\"]] = stress_n61[[\"uv\",\"uw\",\"vw\"]]*(rot61_cf/2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "7e25b28f-b15b-48a0-ae25-b1f028c46157",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "def plot_stresses(stress_nr):\n",
+    "    \"\"\"\n",
+    "    Plots stress components against y+ from the stress_nr DataFrame.\n",
+    "    \n",
+    "    Parameters:\n",
+    "        stress_nr (pd.DataFrame): DataFrame containing the stress components and y+ values.\n",
+    "    \"\"\"\n",
+    "    plt.figure(figsize=(8, 6))\n",
+    "    \n",
+    "    # Define column mappings for LaTeX labels\n",
+    "    labels = {\n",
+    "        '<u_r u_z>': r'$\\langle u_r u_z \\rangle$ (Reynolds stress)',\n",
+    "        '-nu d<U_z>dr': r'$-\\nu \\frac{d\\langle U_z \\rangle}{dr}$ (Viscous stress)'\n",
+    "        #'<u_r u_z> - nu d<U_z>dr': r'$\\langle u_r u_z \\rangle - \\nu \\frac{d\\langle U_z \\rangle}{dr}$'\n",
+    "    }\n",
+    "    \n",
+    "    # Plot each stress component against y+\n",
+    "    for column, latex_label in labels.items():\n",
+    "        #plt.plot(stress_nr['y+'], stress_nr[column], label=latex_label)\n",
+    "        plt.plot(stress_nr['y+'][stress_nr['y+'] <= 30], stress_nr[column][stress_nr['y+'] <= 30], label=latex_label)\n",
+    "\n",
+    "    # Labels and formatting\n",
+    "    plt.xlabel(r'$y^+$', fontsize=14)\n",
+    "    plt.ylabel('Stress Components', fontsize=14)\n",
+    "    plt.legend(fontsize=12)\n",
+    "    plt.grid(True, linestyle='--', alpha=0.6)\n",
+    "    plt.title(r'Stress Components vs $y^+$', fontsize=14)\n",
+    "    \n",
+    "    plt.show()\n",
+    "\n",
+    "# Example usage (assuming stress_nr is a valid DataFrame)\n",
+    "plot_stresses(stress_nr)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "9427a027-2911-46ec-9f60-1c74736a6f63",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 800x600 with 0 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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57KEeHh4AgNzcXADAqVOncOrUKezYsUM51VtmZiZq1aqFb7/9FnXq1MErr7yidsygoCA0aNAABw4c0GlGiPT0dJXjG4rn2tP1tb5y5QoAoH379mrlNW0ztt27dyM9PR3jxo2DnZ2dcvvrr7+OHTt2YN26dejcubPG5y5duhSxsbFYvHgxAGDZsmUafwdow5OrNp6ennjy5InOxwZ0//1z+vRpAMD+/fvx559/qu3H1tYWN27c0Pm4nTt3hkgkwpEjRzB58mScP38eubm56NatG1JSUvDjjz8iISEBwcHBOHLkCFxdXVWuJ33qw1t3Q39XGbKvevXqgTEGqVSKpKQkbN++HZ9++ilOnjyJH3/8ETY22ptEMpkMo0ePxrFjxzB27FiMGDFC53pWxfu8U6dOauU1bdOFrseWyWQA5LMv7d69G35+fsrj7ty5E02aNMGXX36Jd955h6selowa16RCEokEN27cwMOHD9GwYUOdnpOTkwORSITatWurPVanTh2IRCJkZ2erPebq6qq2TfHLrqLHyv+iAgAfHx+NdatTpw4AKI9/8uRJPPfccwCAqKgo1K9fH87OzhAEAbt378aVK1dQVFSkdT+6mjJlCry8vLB69WosW7YMX375JWxsbNCnTx8sX75cuaAKb3aapiNT5COVSiutH+9x9fHMM8/A0dERcXFxWss0adIEV65cwT///IPGjRvj3r17WLlyJaKiohAVFaUs5+LiAhsbG2Xj+ssvv0RQUBCGDBmC33//HQCQkZGBrKwsHD16FHPnzlVp4Cnk5ubi3r176NGjh07n4OjoCAAoKCjQ+by14b32dH2tFa+pl5eXWnl9r18e69atAwC1RkjPnj0hkUjw008/4ZtvvtH43nZwcEDv3r0RFxcHJycnjB49Wufj8uaqTUFBAZycnHQuD+j++ycjIwMA8Pnnn+u1f23c3d3x7LPP4q+//kJpaSmOHDkCkUiEzp07Iy0tDQBw5MgReHp64tKlS+jTp4/KNJT61Ie37ob+rjLGvsRiMerVq4dp06ZBLBZjypQp+P7777U2AhljGDt2LDZv3ozXXnsNq1ev1rmOpn6fZ2dnQyQSwdvbW6087/tc12MryrVs2VLZsFZo3LgxQkJCcPv2bWRlZal1JFk7alyTCnXo0AFHjx7FoUOHlL8gKuPq6gqZTIbHjx+r/SeTlpYGmUym8T9UY1L8R1Leo0ePAPz3S+Hzzz9HUVERjh8/jg4dOqiUPX36tLJXoDx9FwIRBAFvvvkm3nzzTaSnp+Ovv/7Ctm3b8OOPP+LWrVuIi4uDWCw2W3ZVcVwnJyd0794dv/32G2QymbIXuqzIyEgAQHx8PBo3bozPPvsMJSUlWLJkiVpZd3d35Obm4u7du9i9ezeWLl0KsVisfG0zMzOxdetWODg4YNy4cRrr9Pvvv6O4uFjneZcVHz4UDQtD8F57ulK8punp6Wr/8SreB6aSlJSkXFiq/LmVtX37drz11ltq20+dOoVly5bBy8sL6enpePfdd7F582adjm3MXGUyGbKzs9G4cWOdnwPo/vtH8Z7KycmBi4uLXsfQplu3brhw4QIuXLiAo0ePolmzZvDw8ICHhwf8/Pxw5MgR1K5dGzKZDN26dVN5rj71MUXdzSEqKgpTpkzB0aNHNTauZTIZ3nzzTaxfvx6vvPIKNmzYoPF3lzamfp+7ublBJpPhyZMnap0jpn6fKzrctDWcFdsLCgpqXOOaVmgkFRo1ahTEYjHWrFmDx48fV1hW8elbMbxD01LYsbGxADQP8zCmEydOqK26VVBQgAsXLsDR0RENGjQAANy5cweenp5qv/Ty8/Nx8eJFk9TNy8sLAwcOxI4dO/Dcc8/h+vXruH37NgDzZVdVxx04cCAeP36MkydPany8SZMmAIBr167h0qVL2Lp1K0aMGIGmTZuqlVU0rpcvX45atWphzJgxAP77T//u3bvKniZNPfIAEBMTA1dXV43DYTRp3LgxRCIRbt26pVP5ipj62lNkpilrbfkby/r16yGTydCxY0eMGTNG7UfRmx0dHa323JycHAwfPhy2trbKlTy3bNmic+PamLneunULMplM+aFPV7r+/mnTpg2A/4ZYVEbRy1xRr6ziWv7jjz9w4sQJlU6Rbt264ciRIzhy5IhKWQV96qNv3aur5ORkANA4JKRsw3rYsGH44Ycf9FpwCqi69/lff/2l9pimbcak+HB2/fp1tcdKSkpw+/Zt1KpVS+vvX2tGjWtSoWeeeQZTpkzBkydP0Lt3byQkJKiVKSwsxLJly5RL8o4cORKAfIW6sksH5+TkYM6cOSplTOXmzZvKr6UVli5disePH+OVV15RDhEICgpCZmYmrl27piwnlUoxefLkSj9M6OOPP/5QW/a5pKRE2QOqGG5gruyq6rj9+/eHSCTSuuy4ohFz7do1TJkyBQ4ODpg3b57Gsh4eHkhKSsK6devw5ptvKhvVil7BZcuWIT8/X+sKiaWlpdi3bx/69Omj8wqT7u7uaNKkCc6fP69xyWR9mPraGz58OABg3rx5KCwsVG5PTU3F119/rff+7ty5gxs3bmgchlUWYwzr16+HIAjYtGkT1q5dq/azadMmPPvsszh79iyuXr2q8vx33nkHCQkJWLZsGcLDwxEdHQ0/Pz+MHz8ed+/erbSexsxVscx1ly5d9Hqerr9/xo8fDxsbG7z//vsal4nOyspS3g8ByMd/A8CDBw+0HrtTp04Qi8VYsWIF8vLyVHqnu3XrhocPH2Lz5s1wd3dX+8CsT330rbs5Xb58WeOwtoyMDEyfPh0A0Lt3b5XHZDIZxowZg/Xr1+Oll17C5s2b9W5YA6Z/n7/++usAgLlz5yIvL0+5/eHDh1zvc32EhoYiKioKt2/fxtq1a1UeW7RoEbKysjBo0KAKx7Jbq5p3xkRv8+fPR2FhIb766is0bNgQzz33HCIiImBra4uEhAT8+eefSE9Px/z58wHIb6p5//338e233yIiIgJDhgwBYww///wzkpKS8MEHH2i9kclYoqKiMH78eOzduxdhYWG4ePEi/vjjDwQEBGDBggXKcu+//z4OHDiAjh07YujQoXBwcMDRo0fx8OFDdO3aVWNPLo9hw4bByckJHTt2RFBQEEpKSnDw4EHEx8dj2LBhCAwMBGC+7KrquLVr10b79u0RExODpUuXqj3u5+cHLy8v7Nu3D/n5+fjkk0/Uls5V8PDwwLlz5yAWi/HBBx8otysa2VevXkVUVJTWr/RjY2ORlZWl91LcAwcOxOzZs3Hu3Dm9b2wty9TXXvfu3TF8+HBs2bIFkZGRGDBgAIqKivDjjz+iTZs22LNnj15fbz///PO4f/8+EhIS1G4gLuvQoUO4d+8eunXrpryXQJM33ngDly5dQnR0NL766isAwA8//ICtW7fihRdeUA7l8fLywsaNGxEVFYXhw4fjr7/+qvA/a2PmevDgQYjFYvTr10/n5wC6//6JiIjAypUr8c4776Bhw4bo06cPQkNDkZOTg7t37yI2NhajRo1SjvENCwuDn58ftm/fDicnJ9StWxeCIOCdd95RGWrSokULnD17FmKxWOWmNkVD+/HjxxgwYIDa669PffStuzlt2LABa9euRbdu3RAUFIRatWrh/v372Lt3L54+fYohQ4bg1VdfVXnO3LlzsWHDBjg7O6NBgwbK/9/KGjhwYKXf6Jn6fd61a1e88cYbWL9+PSIjIzFo0CAUFRVhx44daNu2LX777TeD9l+ZlStXon379hg7dix2796NsLAwXLp0CYcPH0ZQUJDG3/Nr167F8ePHAUB5D87atWuVWQwcOBADBw40ab1NzmzzlBCLc+7cOTZ69Gj2zDPPMEdHR2Zvb8/q1avHXnnlFY0rmK1bt461atWKOTk5MScnJ9aqVSu2bt06tXIVTS+1fv16rdP0KFYsK7t8dfkV0jp16sScnJyYu7s7e/nll1UWplDYuXMna968OXNycmLe3t5s6NCh7M6dO8oFGzRN9adtKqyKFpF54YUXWFBQEHNwcGBeXl6sTZs27H//+5/Gla2MkR3PVGW6HpcxvnmuGWNs6dKlDACLj4/X+LhibnVvb2+WnZ2tdT+KKd2GDh2qsr20tFQ51dbvv/+u9fnvv/8+s7W1VZnXWxcPHjxgYrGYvf/++xWWgw5T8Rnr2tP2WpeUlLB58+ax4OBgZmdnx0JCQtiCBQvYmTNnGAD24Ycf6nbSTP56l6+TJi+//DIDwH744YcKyz158oTZ2dkxb29vVlRUxO7cucNcXFyYr68ve/z4sVp5xdRxn376aYXnzJh+uWrbT15eHnN2dmYDBw6s8DzK4vn9w5h8FcWXX36Z+fn5MVtbW+bt7c2aN2/Opk2bxq5fv65S9vTp06xLly7MxcVFeZ2Xf02mTp3KALA2bdqoHUvxOn711Vdaz0Of+uha1pi/q/Td119//cVGjRrFwsLCmKurK7OxsWE+Pj6sV69ebOvWrRqn4lNcKxX96Dp9nKnf56WlpWzhwoUsJCRE5X1++/Ztk+aqkJiYyEaNGsUkEgmztbVlAQEB7N1332WPHj3SeJzKstVn3vHqSmDMwO82CalGjh49im7dumHWrFnKYSqkerl9+zbq16+PhQsXYtq0aWarR7169ZTT8Onr1VdfxYEDB3D//n3UqlXLBLUzrbVr12Ls2LHKnkeibt26dRgzZgxiY2NN/k0bIcS60JhrQkiVeuaZZxAeHq513HVVuHz5Mu7fv6/3kBCFzz//HE+fPsV3331n5JoZV2pqqtrY8IcPH2L+/Plcwx1qitLSUixYsAAvvPACNawJIXqjMdeEkCr3ww8/VHhTlql5eHjgl19+0ftGNYXg4GBs3LhR78VFqtqiRYuwd+9edOrUCT4+PkhMTMRvv/2G3NxczJ49W+t49pruwYMHeO211/RaKIQQQhSocU0IqXLNmzfXuApYVQkKCkJQUJBB+xg2bJiRamM6vXr1Qnx8PPbu3YvMzEw4ODigSZMmGD9+vNoNXOQ/9erVo2FlhBBuNOaaEEIIIYQQI6Ex14QQQgghhBgJDQsxM5lMhuTkZLi4uOi9pDYhhBBCCDE9xhhyc3Ph5+dX6RoB1Lg2s+TkZLqpiBBCCCHEAiQlJaFu3boVlqHGtZm5uLgAkL9YipXlTEkqleLatWto3Lgx11KuNRllx4+yMwzlx4+y40fZ8aPs+FXX7HJychAQEKBst1WEGtdmphgK4urqWmWNa2dnZ7i6ulari9YSUHb8KDvDUH78KDt+lB0/yo5fdc9OlyG8NFuImeXk5MDNzQ3Z2dlV0rhmjKGwsBAODg40xltPlB0/ys4wlB8/yo4fZcePsuNXXbPTp71Gs4XUQHZ2duaugsWi7PhRdoah/PhRdvwoO36UHT9Lz44a1zWMTCZDXFwcZDKZuaticSg7fpSdYSg/fpQdP8qOH2XHzxqyo8Y1IYQQQgghRkKNa0IIIYQQQoyEZgshhBBCdCCVSlFSUmLualQZqVSqvLmsOs7aUJ1RdvyqOjsbGxuIxWKj3jxpEbOFrFy5EkuXLkVKSgoaN26M5cuXo1OnTlrLx8bGYtKkSbh27Rr8/PwwZcoUjBs3TqXMrl27MGPGDNy5cwehoaH4/PPPMWjQIOXjq1atwqpVq3Dv3j0AQOPGjTFz5kz07t1bWYYxhjlz5mDNmjXIzMxEmzZt8N1336Fx48Y6n5s5ZguRyWQQiUTV6i5cS0DZ8aPsDEP58TNGdowxpKamIisry7iVswCMMbrmOFF2/Ko6O7FYDB8fH7i5uWk9rj7ttWrfc71jxw5MmDABK1euRIcOHfC///0PvXv3Rnx8PAIDA9XKJyQkoE+fPhg7diw2b96MEydOYPz48ahduzaGDBkCADh16hSGDRuGefPmYdCgQfjll18wdOhQHD9+HG3atAEA1K1bF4sWLcIzzzwDANi4cSMGDBiAS5cuKRvPS5YswbJly7BhwwY0aNAA8+fPR48ePXDz5k2dJhk3l+LiYjg4OJi7GhaJsuNH2RmG8uNnaHaKhrWPjw+cnJxqTIOJMaZs5NSUczYWyo5fVWbHGENpaSlycnKQkpKCgoIC+Pr6GmXH1Vrr1q3ZuHHjVLaFhYWxadOmaSw/ZcoUFhYWprLt7bffZm3btlX+e+jQoaxXr14qZXr27MlefvnlCuvi4eHB1q5dyxhjTCaTMYlEwhYtWqR8vLCwkLm5ubHVq1dXfmL/ys7OZgBYdna2zs8xRGlpKbt06RIrLS2tkuNZE8qOH2VnGMqPn6HZlZaWsvj4ePbkyRMj16z6k8lkLC8vj8lkMnNXxeJQdvzMld3jx4/Z9evXtf6u0Ke9Vq17rouLi3HhwgVMmzZNZXtUVBROnjyp8TmnTp1CVFSUyraePXsiOjoaJSUlsLW1xalTpzBx4kS1MsuXL9e4T6lUip9++gl5eXlo164dAHkPeWpqqsqx7O3t0aVLF5w8eRJvv/22xn0VFRWhqKhI+e+cnBzlMaRSKQD56j8ikQgymQyszKgdxXZFucq2K74GLbtdMZaJMaaxPAC16W/EYrHyq9Xy28vXUdt2U55TRXU3xTlVxetU1edUvo7GPqey152mOlriOVVWd7r2qsfrZOi1V1hYCMYYHB0dlb1p5c9HUR9zbNcH777LP2bJ51RV2xWP8Zyfueuu63Z96LPvirIz5Tk5OTmpLGCjoPgdUf53TUWqdeP6yZMnkEqlqFOnjsr2OnXqIDU1VeNzUlNTNZYvLS3FkydP4Ovrq7VM+X3GxcWhXbt2KCwshLOzM3755ReEh4crj6N4Xvn93L9/X+s5LVy4EHPmzFHbfu3aNTg7OwMAPD09ERgYiAcPHiAjI0NZRiKRQCKR4N69e8jNzVVuDwgIgJeXF27duoXCwkLl9pCQELi6uiI+Pl55USj+g5bJZIiPj1epQ2RkJIqLi3Hz5k3lNrFYjMjISOTm5uLu3bvK7Q4ODggLC0NmZiaSkpKU211cXBAaGoq0tDSVPE15TgDQsGFD2NnZIS4uzmTn9PjxY2RkZODatWsQBMEqzqmqXifGGDIyMlBUVAQHBwerOKeqfJ3o2jPftXfnzh2IRCIUFRVBEAQ4OjpCKpWiuLhYWV4kEsHBwQGlpaUqNzyKxWLY29ujuLhYJV9bW1vY2tqiqKhIpVFvZ2cHGxsbZYNewd7eHmKxGAUFBSp1V6xgV3674oNA2VwAeeNBJpOpdPBUdE729vaQyWQq+7H0c6rK16m0tFRlpUFrOCcFU5+TIr/S0tIqOydA3kb6559/VIajKH5HXLt2Ta28NtX6hsbk5GT4+/vj5MmTyh5jAPj888/xww8/4MaNG2rPadCgAd544w188sknym0nTpxAx44dkZKSAolEAjs7O2zcuBGvvPKKssyWLVswZswYlQuiuLgYiYmJyMrKwq5du7B27VrExsYiPDwcJ0+eRIcOHZCcnKwyPmfs2LFISkrC/v37NZ6Tpp7rgIAAZGRkKAfIm7rn+saNGwgPD1cby2SJvVKV1d2Y51RSUoL4+Hg0atRIeWexpZ9TVfYeXr9+HY0bN1Ye19LPqbK607VXPV4nQ6+9/Px83L9/H8HBwcoGRU3oPVQoKChQW4baks+pKnuueZfwNnfddd2uD317rrVlZ8pzKiwsxL179xAYGKix5zorKwuenp6Wf0Ojt7c3xGKxWo9yWlqaWo+xgkQi0VjexsYGXl5eFZYpv087OzvlDY0tW7bEuXPn8PXXX+N///sfJBIJAHkPdtnGdUV1A+SfmOzt7dW2i8VitSlnFC+oprK828ViMZo0aaK1ftr2IwiCxu3a6qjvdkPOiXe7vudka2uLpk2b6lzeEs6pql4nsViskp01nJMh2+nas6xrTxAE5Y9iuybm2q4Pffft5ORklP1Up3Oqiu2CIGjNThfV8ZwMpeu+K8vOVOek+Lem9phiu66q9SIydnZ2aNGiBQ4ePKiy/eDBg2jfvr3G57Rr106t/IEDB9CyZUvY2tpWWEbbPhUYY8pe5+DgYEgkEpX9FBcXIzY2ttL9mBNjDDk5OQZ/CjVIVhKQfFn7T1ZSBU82n2qRnYWi7AxD+fGj7PgphhFSdvqj7PhZQ3bVuucaACZNmoQRI0agZcuWaNeuHdasWYPExETlvNWffPIJHj58iE2bNgEAxo0bhxUrVmDSpEkYO3YsTp06hejoaGzbtk25zw8//BCdO3fG4sWLMWDAAMTExODPP//E8ePHlWWmT5+O3r17IyAgALm5udi+fTuOHj2qHO4hCAImTJiABQsWoH79+qhfvz4WLFgAJycnvPrqq1WYkH5kMhnu3r2LyMhI80xsn5UErGgBlBZpL2NjD7x3AXAPqLp66cDs2Vkwys4wlB8/ys4wRUVFcHR0NHc1LBJlx8/Ss6v2jethw4YhPT0dc+fORUpKCiIiIrBv3z4EBQUBAFJSUpCYmKgsHxwcjH379mHixIn47rvv4Ofnh2+++UY5xzUAtG/fHtu3b8dnn32GGTNmIDQ0FDt27FDOcQ0Ajx49wogRI5CSkgI3Nzc0adIE+/fvR48ePZRlpkyZgoKCAowfP165iMyBAweq9RzXZpefXnHDGpA/np9e7RrXhBBCqs6ePXvw8ccf4/z588ob/k1p8eLFOHToEA4cOGDyYxHrVq2HhSiMHz8e9+7dQ1FRES5cuIDOnTsrH9uwYQOOHj2qUr5Lly64ePEiioqKkJCQoLY6IwC8+OKLuHHjBoqLi3H9+nUMHjxY5fHo6GjlMdPS0vDnn3+qNKwBee/17NmzkZKSgsLCQsTGxiIiIsJ4J27pNA3/ePKPeetECCFEb5cvX0bfvn0RGBgIR0dHeHp6ol27dti8ebNa2cOHD2P06NEICwtDrVq14O/vjwEDBuDChQt6HXPHjh2QSCRV0rAGgNatW+PgwYMqs95UZu7cuQgPD1feEKsYby0SiVCrVi3lDbblf8q3WyzZN998A0EQjNL+2bBhA0QiUYWzrml7niAIylW1AXk7zt/fH3l5eQbXS1/VvueaGF+VrPKmy/APC0Qr5PGj7AxD+fGrjtlJZQxnEzKQllsIHxcHtA72hFhU/VbyU9zklZWVhYCAALzyyivKBsuWLVswYsQI3Lt3D5999pnyOatWrUJ6ejo+/PBDhIeH4/Hjx/jyyy/Rtm1b/PHHH3juuecqPW5paSn27duHmTNnmuzcyuvUqRM8PT2xe/duTJo0qdLyycnJWLJkibJBCMjX2gDk44aLi4uxZMkSHDlyBIcPH1Z5rmJaX2uwbt06APIphc+cOaMyCkBfffv2xcmTJ42ySuLIkSOxePFiLFmyROMUyKZUrafiqwn0WaveoiRfBtZ04X/+W7GAXzNj1YYQQrgUFhYiISFBORWfMey/moI5e+KRkv3f1K++bg6Y1T8cvSKMsPRyFWrbti2Sk5NVhmempaXBx8dHpdzTp0/xzDPPICIiAn/++Wel+z18+DCef/553LlzByEhIUavtzavv/467t+/j9jY2ErLTp06FVu2bEFiYqLWWW5GjRqFnTt34unTp8auarVw/vx5tGrVCn379sXevXsxduxYrFmzpsrrsWHDBrzxxhtISEhAvXr1lNu//PJLzJs3D8nJyZXO3lLZe12f9ppFDAshxiOTyZCenq42pyupHGXHj7IzDOXHr7plt/9qCt7ZfFGlYQ0AqdmFeGfzRey/mlKl9Zk9ezYEQcC1a9fwyiuvwM3NDXXq1MHo0aORlZWF0tLSCmdt8Pb2ho2N6pfg5RvWAODs7Izw8HCVBYUqEhMTg8jISJWGdd++fREaGqpWljGGVq1aoUOHDgCAyZMnq9Xho48+giAI+OKLL5TbUlNTYW9vj9WrVyu3DRgwACdOnEB6enqF9SsuLkZ0dDReffVVjQ1rxpjKAiia3L59G2+88Qbq168PJycn+Pv7o3///moLHVX0GmVnZ6vtNyYmBk2aNIG9vT1CQkLw9ddfK/dhbNHR0QCARYsWKe9ny8/PVylTWFiIZ599Fs8884xKfVNTUyGRSNC1a1flvPSK4R23b98GY0znjLQZPnw4cnJysH37diOdsW6ocV3DMMaQlJRk0VPcmAtlx4+yMwzlx89U2THGkF9cqtdPbmEJZv16DZpqotg2+9d45BaW6L1vQ89vyJAhaNCgAXbt2oVp06Zh69atmDhxosrKeYD8w0ppaSkeP36MlStX4o8//sDUqVMr3X92djYuXryIxo0b61SfX3/9FQMGDFDZ1qxZMyQkJKj1Am/atAkXLlzA119/DUC+2mdOTo7y8czMTKxZswaurq4qq3+uWLEC7u7uGDVqlHJbz549YWNjg99++63C+p05cwbp6eno1q2b1jLlsysvOTkZXl5eWLRoEfbv34/vvvsONjY2aNOmjcqKoQraXqOy9u/fj8GDB8PLyws7duzAkiVLsG3bNmzcuLHCuvAoKCjAtm3b0KpVK0RERGD06NHIzc3FTz/9pFLOwcEBP/74I9LS0jB69GgA8uto+PDhYIxh27ZtajP5KFab1Dej8iQSCcLCwrB3714jnbVuaMw1IYQQoqeCEinCZ/5h1H0yAKk5hYicrf9sFfFze8LJjv+/9DFjxuDjjz8GAHTv3h23b9/GunXrsGLFCpVy48ePx//+9z8A8rUovvnmG7z99tuV7v/dd99FXl4ePv3000rLXrlyBffu3VNrXDdt2hSMMVy7dk05rjcvLw/Tp0/HyJEj0bJlSwCAh4cHioqKUFxcDDs7O3z77bcICgpCeHi4snFdUFCA1atXY8KECSpDAJydnfH8888jJiYGI0eO1FpHxdjq5s2bV3o+2nTu3FllggapVIq+ffuicePG+N///odly5aplNf2GkVHRyt7pWfOnAl/f3/88ccfsLOzAwD06tVLZaiEsezcuRPZ2dkYM2YMAPnsbhMmTEB0dLRadvXr18fatWsxbNgwfP3118jIyFBOb1zR+Gp9M9KkefPmOg1FMibquSbVj4094ORl7loQQkiN8cILL6j8u0mTJigsLERaWprK9unTp+PcuXPYu3cvRo8ejffee09lqIUmM2bMwJYtW/DVV1+hRYsWldblyJEjcHZ2ViurWGmz7JCARYsWIScnBwsWLFBu8/DwACAfI5ufn49vv/0WU6ZMgbu7OzIzMwHIhx8UFhZi/Pjxasfv1q0bjhw5UmEdk5OTIQgCvL29Kz0fbUpLS7FgwQKEh4fDzs4ONjY2sLOzw61bt3D9+nW18pW9Rnl5eTh//jwGDhyobFgD8g8M/fv3566nNtHR0XB0dMTLL7+sPM5LL72Ev/76C7du3VIrP3ToULzzzjv4+OOPMX/+fEyfPl1tFrby9M1IEx8fH6SlpVU6TMeYqOe6BqpW83AP/h7wrg+cXQPUjwI8guUN62o6x3W1ys7CUHaGofz4mSI7R1sx4uf21Os5ZxMyMGr9uUrLbXijFVoHe+pdH0N4eal2aNjb2wNQH9oQGBiIwMBAAECfPn0AyBdzGzlyJGrXrq223zlz5mD+/Pn4/PPP8d577+lUl1atWuHp06e4efMmwsLClNsV424VjeukpCR8+eWXmDFjhkrvp6enPLucnBxs2bJFubjb1atXkZCQAMYYli9fjrFjxyrLlnXu3Dm0atWqwjoWFBTA1ta2woWJtN3kqDBp0iR89913mDp1Krp06QIPDw+IRCK8+eabKCgoUCuv7TVSlM3MzARjDHXq1FF7rqZthrh9+zaOHTuGIUOGgDGGrKwsAPJpjtevX49169Zh4cKFas8bPXo0Vq1aBTs7O3zwwQda96/ITt+MNHFwcABjDIWFhVU2rSM1rmsYsVis8YYQs/FuIJ8VZOAqc9ekUtUuOwtC2RmG8uNnquwEQdB7GEan+rXh6+aA1OxCjeOuBQASNwd0ql+72kzLZ29vX+GNcK1bt8bq1atx9+5dtcb1nDlzMHv2bMyePRvTp0/X+Zjt2rWDj48PYmJiVBrXIpEIERERysb11KlTIZFI1KbNU/RcZ2RkYNmyZfjoo49gY2MDNzc3ZGRkYM+ePbh7967aeGVA/mFi//79Kj3hmnh7e6O4uBh5eXmoVauW2uOCIFQ6u8zmzZvx+uuvqx3ryZMncHd3r/C5mnh4eEAQBDx69EjtsdTUVL33V5F169aBMYadO3di586dao9v3LgR8+fPV/nwkZeXhxEjRqBBgwZ49OgR3nzzTcTExGjcv+K6M0ZGGRkZsLe3r7KGNUDDQmocmUyG1NRU09857+QlH95RkfLDPxSLziT8pb74TPJl+eNmVGXZWSHKzjCUH7/qlJ1YJGBWf/n8xuWbq4p/z+ofXm0a1oD8xrKKbpY8cuQIRCKR2nR58+bNw+zZs/HZZ59h1qxZeh1TJBKhX79+2L17t9pjTZs2RVxcHE6fPo3t27dj6dKlyh5cBUXjetWqVcjLy8Obb74JAMphIcuWLcPLL7+s7IEv6/Dhw8jJyVEbglGeotF/584djY8zxpQ35WkjCIJa3ffu3YuHDx9W+DxtatWqhZYtW2L37t0q3zg8ffq00hs09SGVSrFx40aEhobiyJEjaj8fffQRUlJS8Pvvv6s8b9y4cUhMTMTPP/+M6Oho/Prrr/jqq680HkNx3Rkjo7t371b5vOLUc13DMMaQmpqq8es7o3IPAN67AJxZDZxaAQS2B3qV+4qo7PCPrCTg2xaAtIJFZ2zs5fs005CRKsvOClF2hqH8+FW37HpF+GLVa83V5rmWVNN5rhXjVN966y24urqidevWqFOnDp48eYKffvoJO3bswMcff6yS75dffomZM2eiV69e6Nu3L06fPq2yz7Zt21Z63IEDB2L9+vXK6doUmjZtiu+//x6jR49G586dMWTIELXnKoZ6bNy4ETNmzFDOb+zm5obExEQkJCTgypUrGo8bExODFi1aICCg4v9nunbtCgA4ffo0mjRporFMZY3rfv36YcOGDQgLC0OTJk1w4cIFLF26FHXr1q3weRWZO3cu+vbti549e+LDDz+EVCrF0qVL4ezsrDJTijaxsbF4/vnnMXPmTK0L+Pz+++9ITk7G4sWLlTmUFRERgRUrViA6Ohr9+vUDAKxduxabN2/G+vXr0bhxYzRu3Bjvvfcepk6dig4dOqB169Yq+1Bcd4ZmJJPJcPbsWeVNl1WFGtfEdNwDgIa9gZJ8wL9FxYvC5KdX3LAG5Ks95qdX2/HYhBCii14RvugRLrGIFRoV2rVrh/Xr12Pjxo3IysqCs7MzmjZtih9++AGvvfaaStk9e/YAkE8Lt3//frV96TJtYPfu3eHo6Ig9e/Zg7Nixyu2Kmxpv3ryJrVu3anyuu7u7cljG+++/r7JdKpWiV69eGhvEjDHs2bNHp9lPAgIC0KlTJ8TExOCtt96qtLwmX3/9NWxtbbFw4UI8ffoUzZs3x88//6yy2qW+evXqhV27dmHmzJkYNmwYJBIJxo8fj+TkZPzwww+VPp8xBqlUWuE3PdHR0bCzs8Mbb7yh8XFvb28MGjQIO3fuxKNHj5CWloYPPvgAI0eOVJn28IsvvsCpU6cwbNgwXLp0SeMwD0MzOnr0KLKzszF8+HCdyhsLrdBoZlW9QqNUKkVcXBwiIyMrvBGjyum6oqMZV26sttlZAMrOMJQfP0OzM8UKjZaCMYaCggI4OjqaZAGSygwaNAglJSVGHdJQkXPnzqF169a4cuWK1t7osnbt2oVhw4bh/v378Pf3V3nM3NmVVVJSgmbNmsHf3x8HDug/zWNVM2Z2I0aMwN27d3HixIlKy9IKjYSbIAjw9PQ0+5vdElF2/Cg7w1B+/Cg7w5jzw9yAAQNw6NChKls6PCYmBvXq1dOpYQ0AgwcPRqtWrTTOigGYL7sxY8Zg+/btiI2NxY4dOxAVFYXr169jypQpZqkPD2Nkd+fOHezYsQOLFy82Qo30Q43rGkYkEiEwMLDSKYKMIv0O8OC8fDiHFajS7KwMZWcYyo8fZcdPcTOZuT6YjBo1CgUFBVU2y8P8+fORkJCgc3lBEPD999/Dz89PbRiFObPLzc3F5MmTERUVhTFjxkAqlWLfvn3o3r17ldeFh7GyS0xMxIoVK9CxY0cj1Ux3NOa6hpHJZHjw4AHq1q1r+v9sLm4CTiwHWowC+n9t2mNVgSrNzspQdoah/PhRdvwYY8pVDqnnX7OIiAhERESobTdndj/++GOVHs/YjJVdt27dKlye3pToN00NwxhDRkaGTjeUGOzBefmf/i1Nf6wqUKXZWRnKzjCUHz/KzjBSqdTcVbBYlB0/S8+OGtfENKSlQPJF+d/rVrzSFSGEEEKItaDGNTGNtHj5FHz2rvJVGCvDs+gMIYQQQkg1Q2OuaxhBECCRSEw/BuzBOfmf/i0AXcY5KhadyU/XXqbsojNmUGXZWSHKzjCUHz/KzjC2trbmroLFouz4WXp21LiuYUQikcpqVyajGG+tz5AQ9wDVxnNhNhD3E/DkFtC76qfSKa/KsrNClJ1hKD9+lB0/QRAsvpFjLpQdP2vIjoaF1DBSqRR37twx/c0Cip5rQ8ZblxQAez+SL6Gek2KcehmgyrKzQpSdYSg/fpQdP8YYCgsL6WZQDpQdP2vIjhrXNVBubq7pD/LCt0CPeUBdA2YKcZH8N9PIzX3GqZeBqiQ7K0XZGYby40fZ8atoGWxSMcqOn6VnR41rYhpB7YAOHwBOnobtJ6yP/M+bvxteJ0IIIYQQE6PGNaneGvaV/5kQCxRR7xMhhBBCqjdqXNcwgiAgICDAtHfOn/0e+PsnoCDT8H3Vbgh4hgDSYuD2IcP3Z4Aqyc5KUXaGofz4UXaGsbOzM3cVLBZlx8/Ss6PGdQ0jEong5eVlumWAZTLg0Dzg5zeBrETD9ycIQEPF0BDzjrs2eXZWjLIzDOXHj7LjJwgCbGxs6IMJB8qOnzVkR79tahipVIobN24Y9875rCQg+bL858ZvQFE2ILb/d5XGy/LHDRHWFxDZAKVFRqgsP5NkV0NQdoah/PhRdvwYYygoKLDoWRvMhbLjZw3Z0TzXNVBhYaHxdpaVBKxood7wlRYBa5+T/93GXr5ADO8CMK7+wIjdgL2LvLFeXhUuLmPU7GoYys4wlB8/yo6fORs4e/bswccff4zz58/D2dnZ5MdbvHgxDh06hAMHDhhlf5bcODQ3S8+Oeq6JYfLTK+9RLi2qeOXFimQlAd+1Ajb2A9Z00fyzooXhveOEEFIVyn7Tp+mnmv8uO378OPr06QMPDw84Ojqifv36mDdvnkqZ3NxcTJkyBVFRUahduzYEQcDs2bP1PtaOHTsgkUiqpGENAK1bt8bBgwdx9+5dnZ8zd+5chIeHK6eOEwQBgiBAJBKhVq1aEIlEym1lf44ePWqis6h633zzDQRBQEREhMH72rBhA0QiEe7fv6/38wRBwL1795TboqOj4e/vj7y8PIPrpS/quSbVmz6NdzMujU4IIZXS9k1fWYZ+02dCW7duxYgRIzB06FBs2rQJzs7OuHPnDpKTk1XKpaenY82aNWjatCkGDhyItWvX6n2s0tJS7Nu3DzNnzjRW9SvVqVMneHp6Yvfu3Zg0aVKl5ZOTk7FkyRJlgxAATp06BUDe81pUVISlS5fiyJEjOHz4sMpzw8PDjX8CZrJu3ToAwLVr13DmzBm0adOGe199+/bFyZMnjbKq6siRI7F48WIsWbIEc+bMMXh/+qDGdQ0jEokQEhJCN/dwoOz4UXaGofz4VavsLLCzwN7eHgDw8OFDvPXWW3j77bexcuVK5ePdunVTe05QUBAyMzMhCAKePHnC1bg+duwYMjMz8cILL/BXXk82Njbo27cvYmJidGpcf/3113B3d8fgwYOV29q2bQtA3riWyWTKhrdiu7U5f/48rly5gr59+2Lv3r2Ijo42qHFdu3ZteHt7G2URGRsbG7z99tuYN28epk6dCicnJ4P3qatq8NuGVCVBEODq6mrRd+GaC2XHj7IzDOXHz+TZFedp/ykpN9a7tMBI+9VjP5WYPXs2BEHAtWvX8Morr8DNzQ116tTB6NGjkZOTA7FYDEEQsHbtWuTl5WHq1KmV7lMx9MEQMTExiIyMREhIiHJb3759ERoaqlaWMYZWrVqhQ4cOAIDJkyfDx8dHpcxHH30EQRDwxRdfKLelpqbC3t4eq1evVm4bMGAATpw4gfT0iocyFhcXIzo6Gq+++qrGD26CIEAsFle4j9u3b+ONN95A/fr14eTkBH9/f/Tv3x9xcXEq5Sp6jbKzs9X2GxMTgyZNmsDe3h4hISH4+uuvlfswtujoaADAokWL0L59e2zfvh35+fkqZQoLC/Hss8/imWeeUalvamoqJBIJunbtqrzhWPFhJCkpCYIg6JyRNsOHD0dOTg62b99upDPWDTWuaxipVIq4uDi6c54DZcePsjMM5cfP5Nkt8NP+8+MI1bKbBuq+3+WR2ve7vrdRTwEAhgwZggYNGmDXrl2YNm0atm7digkTJiA/Px+MMRw7dgyenp64ceMGmjVrBhsbG/j4+GDcuHHIyckxen1+/fVXDBgwQGVbs2bNkJCQgKdPn6ps37RpEy5cuICvv/4aAODp6alSp8zMTKxZswaurq7IyMhQbl+xYgXc3d0xatQo5baePXvCxsYGv/32W4X1O3PmDNLT0zX23APyBn/5RmZ5ycnJ8PLywqJFi7B//3589913sLGxQZs2bXDz5k218ppeo4kTJ6qU2b9/PwYPHgwvLy/s2LEDS5YswbZt27Bx48YK68KjoKAA27ZtQ6tWrRAREYHRo0cjNzcXP/30k0o5BwcH/Pjjj0hLS8Po0aMByJc3Hz58OBhj2LZtm9oHEcVsIfpmVJ5EIkFYWBj27t1rvBPXAQ0LqYHoP2h+lB0/ys4wlB8/yq5yY8aMwccffwwA6N69O27fvo1169ZhxYoVAOTDQvLz8/HSSy/hk08+wfLly3Hu3DnMmjULV69exV9//WW0ntErV67g3r17ao3rpk2bgjGGa9euKYce5OXlYfr06Rg5ciRatmwJAPDw8EBRURGKi4thZ2eHb7/9FkFBQQgPD1c2rgsKCrB69WpMmDABDg4OymM4Ozvj+eefR0xMDEaOHKm1joqx1c2bN+c+z86dO6Nz587Kf0ulUvTt2xeNGzfG//73PyxbtkylvLbXKDo6Wpn9zJkz4e/vjz/++EO5EEuvXr1Qr1497npqs3PnTmRnZ2PMmDEAgGHDhmHChAmIjo5Wy65+/fpYu3Ythg0bhq+//hoZGRk4evQo9u/fD19fX63H0DcjTZo3b44///yT8yz5UOOaEEII4TU9WftjQrlhAa/vBtb10m2/Eyr42lsw/pfO5cc2N2nSBIWFhUhLS0O9evUgk8lQWFiIWbNmYdq0aQCArl27ws7ODhMmTMChQ4fQvXt3o9TlyJEjcHZ2RosWLVS2N23aFAAQFxenbFwvWrQIOTk5WLBggbKch4cHACAnJwdOTk749ttv8eWXX+L48ePIzJSvHLxhwwYUFhZi/Pjxasfv1q0bPv/88wrrmJycDEEQ4O3tzX2epaWlWLJkCTZv3ozbt2+jpKRE+dj169fVylf0GtWpUwd5eXk4f/483nvvPZUVDp2dndG/f39s2LCBu66aREdHw9HRES+//LLyOC+99BLWr1+PW7duoX79+irlhw4diqNHj+Ljjz+GVCrF9OnT0aNHjwqPoW9Gmvj4+CAtLQ2lpaWwsamaZi8NCyGGcfKS391eERt7eTlCCLE2drW0/9g6qJa1cTTSfvXYj468vFR/RytuZFTMEa54vGfPnirleveWD1G5ePGi0erSqlUrPH36VO1rf8W4W8V426SkJHz55ZeYPn26Su+np6cnAHnj+vvvv4eTkxNeffVVuLu7IyMjA4wxLF++HGPHjlWWLevcuXNo1apVhXUsKCiAra1tpeOqKzJp0iTMmDEDAwcOxJ49e3DmzBmcO3cOTZs2RUGB+rh6ba+RomxmZiYYY6hTp47aczVtM8Tt27dx7Ngx9O3bF4wxZGVlISsrCy+++CKA/2YQKW/06NEoKSmBjY0NPvjgg0qPo29Gmjg4OIAxVqXz3VPPdQ0jEonQsGFD49057x4gnzYqPx04shC4tR9o9Rbw7PD/yhiyyIui8V7Z1FVV0Hg3enY1CGVnGMqPH2VnGEUDrkmTJjh9+rTa44rFPoyZb7t27eDj44OYmBiEhYUpt4tEIkRERCgb11OnToVEIlGb2UPRc52RkYFly5bho48+go2NDdzc3JCRkYE9e/bg7t27auOVAfmNivv371fpCdfE29sbxcXFyMvLQ61atTSWKTvcRJPNmzfj9ddfVzvWkydP4O7uXuFzNfHw8IAgCHj06JHaY6mpqXrvryLr1q0DYww7d+7Ezp071R7fuHEj5s+fr/LhIy8vDyNGjECDBg3w6NEjvPnmm4iJidG4f8V1Z4yMMjIyYG9vX2XzpQPUc10jlf26yCjcAwC/ZoDs369r/Jqp/hgypZSi8f5WrPxn+E7gmR5Al2n/bavCOWGNnl0NQtkZhvLjV22ys8Bv+hRjeYcMGQIA+P3331Ue37dvHwAYdao5kUiEfv36Yffu3WqPNW3aFHFxcTh9+jS2b9+OpUuXKhtiCorG9apVq5CXl4c333wTAODu7o7MzEwsW7YML7/8MgIDA9X2f/jwYeTk5FQ6BaCi0X/nzh2tZSobgy4Iglrd9+7di4cPH1b4PG1q1aqFli1bYvfu3SguLlZuf/r0aaU3aOpDKpVi48aNCA0NxZEjR9R+PvroI6SkpKhdK+PGjUNiYiJ+/vlnREdH49dff8VXX32l8RiK7IyR0d27d6t8XnHqua5hZDIZ4uLiEBkZadDXWRo9TZP/6Wzcr5/gHqDaeK5f8RgtUzFpdlaOsjMM5cevWmVX9ps+bQz5ps8EFF+lR0VFoX///pg7dy5kMhnatm2L8+fPY86cOejXrx86duyo8rzff/8deXl5yM3NBQDEx8crezj79OlT6ZzDAwcOxPr165XTtSk0bdoU33//PUaPHo3OnTsrG/1lKYZ6bNy4ETNmzFAey83NDYmJiUhISMCVK1c0HjcmJgYtWrRAQEDFr0HXrl0BAKdPn0aTJk00lqls2EK/fv2wYcMGhIWFoUmTJrhw4QKWLl2KunXrVvi8isydOxd9+/ZFz5498eGHH0IqlWLp0qVwdnZWmSlFm9jYWDz//POYOXOm1gV8fv/9dyQnJ2Px4sXKHMqKiIjAihUrEB0djX79+gEA1q5di82bN2P9+vVo3LgxGjdujPfeew9Tp05Fhw4d0Lp1a5V9KK47QzOSyWQ4e/as8qbLqkKNa2I8T//9KsrZp+JyhBBSU5XvLLAgO3bswJw5c7BmzRrMmTMHfn5+mDhxImbNmqVW9p133lFZwvqnn35STtGWkJBQ6ewV3bt3h6OjI/bs2YOxY8cqtytuarx58ya2bt2q8bnu7u4QBAEODg54//33VbZLpVL06tVLY4OYMYY9e/bg7bffrrBuABAQEIBOnTohJiYGb731VqXlNfn6669ha2uLhQsX4unTp2jevDl+/vlnfPbZZ1z7A+Qzg+zatQszZ87EsGHDIJFIMH78eCQnJ+OHH36o9PmMMUil0goXcYmOjoadnR3eeOMNjY97e3tj0KBB2LlzJx49eoS0tDR88MEHGDlypMq0h1988QVOnTqFYcOG4dKlSxqHeRia0dGjR5GdnY3hw4dXXtiIBKYYMEXMIicnB25ubsjOzoarq6vJj6eY89XovTgyKTDPG2Ay4KN/ABcj916rHEsGpMUDj64CTV823XHKMVl2NQBlZxjKj5+h2RUWFiIhIQHBwcGVjqG1NowxFBQUwNHR0SwLGA0aNAglJSVGHdJQkXPnzqF169a4cuWK1t7osnbt2oVhw4bh/v378Pf3V3nM3NmVVVJSgmbNmsHf3x8HDhwwa110YczsRowYgbt37+LEiROVlq3sva5Pe416rolx5KfLG9aCCKjFPzWRTvIeA6s7ABCA+lGAk/rd3oQQQizbgAED8M477+Dp06dVcjNaTEwM6tWrp1PDGgAGDx6MVq1aYeHChcr5wKuDMWPGoEePHvD19UVqaipWr16N69evKxfZqSnu3LmDHTt24PDhw1V+bLqhsYYRiUSIjIw0/p3ziiEhTl6AyMQ9ay51AO8GABhwv/JPo8ZisuxqAMrOMJQfP8rOMI6Oxp/2T1ejRo1CQUFBlc3yMH/+fCQkJOhcXhAEfP/99/Dz89M4jMJc2eXm5mLy5MmIiorCmDFjIJVKsW/fPqPNQ14VjJFdYmIiVqxYoXY/QFWgnusaqLi42Phfb9YOAz68AhQafxlcjep1Ap78AyT8BTTqXzXHhImyqyEoO8NQfvwoO36MMbMPa6jOIiIiEBERofExc2X3448/Vvkxjc0Y2XXr1k3r8vSmRh/laxiZTIabN29WeLMCF7Et4FEP8NXt6zSDBXeS/3nvr6o5HkyYXQ1A2RmG8uNH2RmmKhfesDaUHT9Lz44a18Qy1fu3cZ0WD+Q9MW9dCCGEEEL+RY1rYhxxO4E/5wD3T1XN8Wp5Az7/Tgpfhb3XhBBCCCEVocZ1DWSSqbxu/g4cXwY8vGD8fWuj6L2+d7zKDknToPGj7AxD+fEzRnY0ay0h1s2Y73G6obGGEYvFiIyMNP6OlQvImHB+6/JavgE07AUEtKmSw5ksuxqAsjMM5cfP0OxsbW0BAPn5+WadOcMcBEGodCVFohllx89c2eXl5UEQBOV73hDUuK5hGGPIzc2Fi4uLce9iVi59XoWrM/o0kv9UEZNlVwNQdoah/PgZmp1YLIa7uzvS0uS/45ycnGrMa8AYg0wmg0gkqjHnbCyUHb+qzI4xhtLSUuTk5CAnJwfu7u5G+aaLGtc1jEwmw927d42/0ps5eq6rmMmyqwEoO8NQfvyMkZ1EIgEAZQO7pmCMoaSkBLa2ttRA1BNlx88c2YnFYvj6+sLNzc0o+6PGNTFcaRFQmCX/e1X2XGclAQ/PAzf2AQ5uwLOvqT7u5AW4B1RdfQghVkkQBPj6+sLHxwclJSXmrk6VkUql+OeffxAUFEQf6vRE2fGr6uxsbGwgFouN2pCnxjUxXN5j+Z8iW8DRo2qOmZUErGghb9grnPtetYyNPfDeBWpgE0KMQiwW16iGklQqhSAIcHBwqFHnbQyUHT9ryI5mC6mBjL5SWdkhIVX19Vd+umrDWpPSInk5I6JV3vhRdoah/PhRdvwoO36UHT9Lz05gNL+QWeXk5MDNzQ3Z2dlwdXU1d3X4SEuAnIdAcR5Qp3HVHDP5MrCmS+Xl3ooF/JqZujaEEEIIsWL6tNeo57qGkclkSE9PN+5SwIqlz6uqYW0mJsmuhqDsDEP58aPs+FF2/Cg7ftaQHTWuaxjGGJKSkmhBBA6UHT/KzjCUHz/Kjh9lx4+y42cN2dENjcRwV3YAj68DDfsAAa3NXRtCCCGEELOhxjUx3I3fgOu/Aq7+1LgmhBBCSI1Gw0JqIBcXF+PuULE6Y63axt1vNWT07GoQys4wlB8/yo4fZcePsuNn6dlZRON65cqVCA4OhoODA1q0aIG//vqrwvKxsbFo0aIFHBwcEBISgtWrV6uV2bVrF8LDw2Fvb4/w8HD88ssvKo8vXLgQrVq1gouLC3x8fDBw4EDcvHlTpcyoUaMgCILKT9u2bQ0/YRMSi8UIDQ21/NUZnbzk81hXxMZeXs5ITJJdDUHZGYby40fZ8aPs+FF2/Kwhu2rfuN6xYwcmTJiATz/9FJcuXUKnTp3Qu3dvJCYmaiyfkJCAPn36oFOnTrh06RKmT5+ODz74ALt27VKWOXXqFIYNG4YRI0bgypUrGDFiBIYOHYozZ84oy8TGxuLdd9/F6dOncfDgQZSWliIqKgp5eXkqx+vVqxdSUlKUP/v27TNNEEYik8mQmppq3LtwFT3XVbk6o3uAfIGYt2LL/RwFxh6V/93IC8iYJLsagrIzDOXHj7LjR9nxo+z4WUN21X6e6zZt2qB58+ZYtWqVclujRo0wcOBALFy4UK381KlT8euvv+L69evKbePGjcOVK1dw6tQpAMCwYcOQk5OD33//XVmmV69e8PDwwLZt2zTW4/Hjx/Dx8UFsbCw6d+4MQN5znZWVhd27d3OfX1XPcy2VShEXF4fIyEjjfCosegos9Jf//ZOHgL2z4fvk9dsk+djvlzYA9ToaffdGz64GoewMQ/nxo+z4UXb8KDt+1TU7fdpr1fqGxuLiYly4cAHTpk1T2R4VFYWTJ09qfM6pU6cQFRWlsq1nz56Ijo5GSUkJbG1tcerUKUycOFGtzPLly7XWJTs7GwDg6empsv3o0aPw8fGBu7s7unTpgs8//xw+Ptp7cIuKilBU9N/Kgjk5OQDkF5NUKgUACIIAkUgEmUymMhWNYruiXGXbRSIRBEFQ2S6VSsEYA2NMY3kAap8WxWIxGGMat8tyUyECwGxrQWbjCEil8u1a6m6Kc1LWvSADQt5jyO6fAgtox39O5epYfntVvE4V1d0U51S+jsY+p7LXnaY6WuI5VVZ3uvaqx+tE1x7/OQFQ+7/C0s+pql4nxXUnlUqt5px0qbsxzklxrPJlzX1O5ctXpFo3rp88eQKpVIo6dVTH8tapUwepqakan5OamqqxfGlpKZ48eQJfX1+tZbTtkzGGSZMmoWPHjoiIiFBu7927N1566SUEBQUhISEBM2bMwHPPPYcLFy7A3l7zeOCFCxdizpw5atuvXbsGZ2d5r6+npycCAwPx4MEDZGRkKMtIJBJIJBLcu3cPubm5yu0BAQHw8vLCrVu3UFhYqNweEhICV1dXxMfHKy8KxZtdJpMhPj5epQ6RkZEoLi5WGVsuFosRGRmJ3Nxc3L17V7ndwcEBYWFhyE25AzcAxXbuuB4XBxcXF4SGhiItLU0lT1OeEwA0bNgQ9nVbQ7j2C57GH8Rdtx7c55SZmYmkpCTldsU5PX78GBkZGbh27RoEQaiSc7Kzs0NcXJzBr5O2c6qq14kxhoyMDBQVFcHBwcEqzqkqXye69ujaM8frVK9ePRQUFCivO2s4p6p6nUpLS5Xv2bCwMKs4p6p6nWrVqgVAPmIgLS2t2pzTtWvXoKtqPSwkOTkZ/v7+OHnyJNq1a6fc/vnnn+OHH37AjRs31J7ToEEDvPHGG/jkk0+U206cOIGOHTsiJSUFEokEdnZ22LhxI1555RVlmS1btmDMmDEqL4DCu+++i7179+L48eOoW7eu1vqmpKQgKCgI27dvx+DBgzWW0dRzHRAQgIyMDOXXDKb8dCaTyZCcnKzxPLg+cZYUgeWkAMVPAZ9G/203x6folMsQ1nQFs3eF7OO7gCAyas9AaWkpHjx4AH9/f2U9LLVnQNt2U52TTCbDw4cPERAQoNy/pZ9TZXWna696vE507fGfkyAISEpKgp+fn3Kfln5OVfU6Ka47f39/2NjYWMU56VJ3Y5yTTCZDSkoK/Pz8lB/qqsM5ZWVlwdPT0/KHhXh7e0MsFqv1KKelpan1PCtIJBKN5W1sbODl5VVhGU37fP/99/Hrr7/i2LFjFTasAcDX1xdBQUG4deuW1jL29vYae7XFYrHa2CLFC6qpLO92sViMoKAgrfXTth9BEDRuF9naA1711LdrqbspzkmpTiRg5wyhKAfi9H9UlmPX65y01NHGxgb16tXTubxRzknP7fqeU1W9TmKxWCU7azgnQ7bTtUfXnr51MdZ2fc9J2/8XlnxOVfE6lb/u9N1PdTwnQ7frek5isRiBgYEa96upvDHryLNdk2o9W4idnR1atGiBgwcPqmw/ePAg2rdvr/E57dq1Uyt/4MABtGzZEra2thWWKbtPxhjee+89/Pzzzzh8+DCCg4MrrW96ejqSkpLg6+ur0/mZg0wmQ2JiotonM6sgtgHqtpT/PfGU0Xdv1dmZGGVnGMqPH2XHj7LjR9nxs4bsqnXjGgAmTZqEtWvXYt26dbh+/TomTpyIxMREjBs3DgDwySef4PXXX1eWHzduHO7fv49Jkybh+vXrWLduHaKjozF58mRlmQ8//BAHDhzA4sWLcePGDSxevBh//vknJkyYoCzz7rvvYvPmzdi6dStcXFyQmpqK1NRUFBQUAACePn2KyZMn49SpU7h37x6OHj2K/v37w9vbG4MGDaqacDgoxh8abTTQpc3AwVnAg/PG2Z+hAv8dPpR42ui7Nnp2NQhlZxjKjx9lx4+y40fZ8bOG7Kr1sBBAPm1eeno65s6di5SUFERERGDfvn3Kr6pSUlJU5rwODg7Gvn37MHHiRHz33Xfw8/PDN998gyFDhijLtG/fHtu3b8dnn32GGTNmIDQ0FDt27ECbNm2UZRRT/3Xt2lWlPuvXr8eoUaMgFosRFxeHTZs2ISsrC76+vujWrRt27Nhh8SsL6eX6HuCf/YBnyH+9xuYU1AGo2xqoE1F5WUIIIYQQI6v2jWsAGD9+PMaPH6/xsQ0bNqht69KlCy5evFjhPl988UW8+OKLWh+v7BOTo6Mj/vjjjwrL1AjmWJ2xIsGdgDcPVl6OEEIIIcQEqv2wEGJcgiBAIpGo3IFrEOXqjLWNs79qzOjZ1SCUnWEoP36UHT/Kjh9lx88asrOInmtiPCKRCBKJxDg7k8nKNK6rSc+1QlEukJsKeNc32i6Nml0NQ9kZhvLjR9nxo+z4UXb8rCE76rmuYaRSKe7cuaPXSkNaFWYBshL532tVo57r238CiwKBnW8YdbdGza6GoewMQ/nxo+z4UXb8KDt+1pAdNa5roLIrGBlEMd7a0QOw0bwipVn4NAaYDHh0DSjMMequjZZdDUTZGYby40fZ8aPs+FF2/Cw9O2pcE37V7WZGBVdfwD1I3sB+cM7ctSGEEEJIDUJjrgm/oA7AhDigpMDcNVGVlQR4NwSy7gPXdgNOXqqPO3kB7gFmqRohhBBCrBs1rmsYQRAQEBBgnLtwxbaAu/YlSs0iKwlY0QIoLZL/+9Im+U9ZNvbAexf0bmAbNbsahrIzDOXHj7LjR9nxo+z4WUN21LiuYUQiEby8vCovaKny0/9rWGtTWiQvp2fj2uqzMyHKzjCUHz/Kjh9lx4+y42cN2dGY6xpGKpXixo0bxrkL9/x64OBM4GHFC/ZYC6NmV8NQdoah/PhRdvwoO36UHT9ryI4a1zVQYWGhcXYUHwOc+Bp4fNM4+7MARsuuBqLsDEP58aPs+FF2/Cg7fpaeHTWuCT/lAjI+5q0HIYQQQkg1QY1rwi+vmq7OSAghhBBiJtS4rmFEIhFCQkIgEhn40ktLgbwn8r/XkJ5ro2VXA1F2hqH8+FF2/Cg7fpQdP2vIjmYLqWEEQYCrq6vhO8p/AoABgkh9HmkrZbTsaiDKzjCUHz/Kjh9lx4+y42cN2VnuxwLCRSqVIi4uzvC7cBWrM9aqDYjEhlfMWJy8Kl+K3cae6wOB0bKrgSg7w1B+/Cg7fpQdP8qOnzVkRz3XNZBRLtjqejOje4B8gZj8dPm/bx8CDs+Vr9g4eI18mwErNFrym93cKDvDUH78KDt+lB0/yo6fpWdHjWvCJ6QrMOEqUFoNp8txD/iv8ezkKW9cZ9wBvBsAdk7mrRshhBBCrBoNCyF8xLbyBqx3fXPXpGJuAYCLLyArBZIvmbs2hBBCCLFy1LiuYUQiERo2bGjRd+HqRRCAuq3kf086Y9Cualx2RkTZGYby40fZ8aPs+FF2/KwhOxoWUgPZ2dnxPTEr6b+xzNd+AXJTgWeelw+3AAway2xSAW2A678CSWcN3hV3doSyMxDlx4+y40fZ8aPs+Fl6dtS4rmFkMhni4uIQGRkJsViPWT6ykoAVLYDSItXtf2//7+829vKbCatbAzv8BaB2GFC3hUG74c6OUHYGovz4UXb8KDt+lB0/a8iOGtdEN/np6g3r8kqL5OWqW+PaPVD+QwghhBBiYpY7oIUQQgghhJBqhnquSc3wKB74e4d8Xu5275q7NoQQQgixUgJjjJm7EjVZTk4O3NzckJ2dXSXLfTLGIJPJIBKJIAiC7k9Mvgys6VJ5ubdiAb9mvNUznet7gB2vAXUigHdOcO2COztC2RmI8uNH2fGj7PhRdvyqa3b6tNdoWEgNVFxcbO4qVL26reV/ProGFOZw76ZGZmcklJ1hKD9+lB0/yo4fZcfP0rOjxnUNI5PJcPPmTchkMnNXpWq51AHcgwAw4OEFrl3U2OyMgLIzDOXHj7LjR9nxo+z4WUN21LgmNUfAv73XRpjvmhBCCCFEE2pcE904ecnnsa6Ijb28XHUV0Eb+p4ErNRJCCCGEaEOzhdRAXJOyuwfIF4hRrNCoSXVdoVFBsQz6g/OATAZwLK1qqRPaVweUnWEoP36UHT/Kjh9lx8/Ss6PZQsysqmcLMYq7R4Hbf8p7ghv1N3dtdCctBRYFADYOwLi/ALe65q4RIYQQQiwAzRZCtGKMIScnBwZ9pko8A5z8Vt7AtiRiG+C988CUu1wNa6NkV0NRdoah/PhRdvwoO36UHT9ryI4a1zWMTCbD3bt3DbsLt+jfqezsXYxTqaqQlSSfqzvvMZByRf73sj9ZSZXuwijZ1VCUnWEoP36UHT/Kjh9lx88asqMx10R/ysa1m3nroausJGBFC6C0SHsZG3v5mPLqPGacEEIIIdUe9VwT/SkWYXGwkDHi+ekVN6wB+eMV3axJCCGEEKIDalzXQA4ODobtQNlzbSGNayMyOLsajLIzDOXHj7LjR9nxo+z4WXp2NCykhhGLxQgLCzNsJ0W58j8tpefaSIySXQ1F2RmG8uNH2fGj7PhRdvysITvqua5hZDIZ0tPTDbtRoNACb2g0AqNkV0NRdoah/PhRdvwoO36UHT9ryI4a1zUMYwxJSUmGTXEz4hdg3AnAr7nxKmYBjJJdDUXZGYby40fZ8aPs+FF2/KwhOxoWQvTn5i//IYQQQgghKqjnmhBCCCGEECOhxnUN5OJiwFjpoqfAgc+A2KWApXxl4+Qln8e6Ijb28nKVMCi7Go6yMwzlx4+y40fZ8aPs+Fl6dgKz5EEtVkCfteqrhcx7wNdNARsH4LNH5q6N7rKSKp7H2smLFpAhhBBCiEb6tNdozHUNI5PJkJaWBh8fH4hEHF9cKKbhs7Q5rt0DDG48G5xdDUbZGYby40fZ8aPs+FF2/KwhO8usNeHGGENqair/XbiWtjpjZYrzgYJMnYoanF0NRtkZhvLjR9nxo+z4UXb8rCE7alwT/VjT6oxHFwOLAoCT35q7JoQQQgixEtS4JvpRDgux7JsNAAAuEkBWCiSdNXdNCCGEEGIlqHFdwwiCAE9PTwiCwLeDwmz5n9YwLKRuK/mfDy8C0tJKixucXQ1G2RmG8uNH2fGj7PhRdvysITtqXNcwIpEIgYGB/DcJKIeFuBmvUuZSO0w+vKUkD0iLr7S4wdnVYJSdYSg/fpQdP8qOH2XHzxqys9yaEy4ymQyJiYmQyWR8O2jxBjDuONB5snErZg4iEeDfQv73B5UPDTE4uxqMsjMM5cePsuNH2fGj7PhZQ3bUuK5hGGPIyMjgvwvXyROQRAKewcatmLkEtJb/mXSu0qIGZ1eDUXaGofz4UXb8KDt+lB0/a8iOGtekZqv7b+Nah55rQgghhJDK0CIyRD+XNgO5KUBYf8AnzNy1MVzdFkDjQUBAG/ly7hZ8AwUhhBBCzI8a1zWMIAiQSCT8d+Fe2gIkngS86ltH49rRA3hpg05FDc6uBqPsDEP58aPs+FF2/Cg7ftaQHTWuaxiRSASJRMK/A+VsIVYwz7WeDM6uBqPsDEP58aPs+FF2/Cg7ftaQnUFjrg8dOoRPP/0U3bp1Q/369eHh4QF/f380a9YMI0aMwNq1a5GammqsuhIjkEqluHPnDqRSKd8OlMufW8FUfAqMAU9uAbcOVljM4OxqMMrOMJQfP8qOH2XHj7LjZw3Z6d1z/fTpU3zzzTf4/vvvkZiYqLyb08HBAZ6enigoKMDVq1fx999/Y8uWLbCxscELL7yAiRMnokOHDkY/AaK/3Nxc/icX/buIjDUsf67w+Aawsi1g6wRMSwLE2t8WBmVXw1F2hqH8+FF2/Cg7fpQdP0vPTq+e69WrV+OZZ57BZ599Bnd3d8yfPx+HDx9GTk4O8vPz8eDBA6Snp6OkpAQ3btzAxo0bMWzYMBw4cACdO3fG4MGDkZCQYKpzIabGmHUtf67g3fDfxWTygbRr5q4NIYQQQiyYXj3X77//PoYPH46PP/4YjRs31lpOEAQ0aNAADRo0wIgRI1BQUIBt27Zh4cKF+OGHHzBz5kyDK07MoDgPYP9O6m4Ny58DQFYSkJ8OeDcAHp4Hrv4s/xCh4OQFuAeYr36EEEIIsSgC02OW7jt37iA0NJT7YFKpFA8ePEBQUBD3PqxNTk4O3NzckJ2dDVdX0zdYZTIZMjMz4eHhof/SojnJwLJGgCAGZqZb/rR1WUnAihZAaZH2Mjb2wHsXAPcAw7Kr4Sg7w1B+/Cg7fpQdP8qOX3XNTp/2ml61NqRhDQBisZirYb1y5UoEBwfDwcEBLVq0wF9//VVh+djYWLRo0QIODg4ICQnB6tWr1crs2rUL4eHhsLe3R3h4OH755ReVxxcuXIhWrVrBxcUFPj4+GDhwIG7evKlShjGG2bNnw8/PD46OjujatSuuXavewwpEIhG8vLz4Llgnb/nS52/ss/yGNSDvsa6oYQ3IH89PB2BgdjUcZWcYyo8fZcePsuNH2fGzhuyqfc137NiBCRMm4NNPP8WlS5fQqVMn9O7dG4mJiRrLJyQkoE+fPujUqRMuXbqE6dOn44MPPsCuXbuUZU6dOoVhw4ZhxIgRuHLlCkaMGIGhQ4fizJkzyjKxsbF49913cfr0aRw8eBClpaWIiopCXl6essySJUuwbNkyrFixAufOnYNEIkGPHj2q9UB8qVSKGzdu8N2Fa2MnX/o8sK3xK2YBDMquhqPsDEP58aPs+FF2/Cg7ftaQnV5jrkePHs11EEEQEB0dzfXcZcuWYcyYMXjzzTcBAMuXL8cff/yBVatWYeHChWrlV69ejcDAQCxfvhwA0KhRI5w/fx5ffPEFhgwZotxHjx498MknnwAAPvnkE8TGxmL58uXYtm0bAGD//v0q+12/fj18fHxw4cIFdO7cGYwxLF++HJ9++ikGDx4MANi4cSPq1KmDrVu34u233+Y636pQWFho7ipYLMqOH2VnGMqPH2XHj7LjR9nxs/Ts9Gpcb9iwgesgvI3r4uJiXLhwAdOmTVPZHhUVhZMnT2p8zqlTpxAVFaWyrWfPnoiOjkZJSQlsbW1x6tQpTJw4Ua2MokGuSXa2fAo6T09PAPIe8tTUVJVj2dvbo0uXLjh58qTWxnVRURGKiv4bipCTI583WiqVKj+lCYIAkUgEmUyGskPiFdvLf5rTtl0kEkEQBJXtUqkUjDEwxjSWB+TjncoSi8VgjEGWEgfhn/1gtRsCYf0gFovV6qgor63upjiniupe4TmBQZfBLVKZDOJ/91E2t2p5Toxp3G7u16nsdaepjpZ4TpXV3RTnRNee/udE1x7/OQFQ+7/C0s+pql4nxXUnlUqt5px0qbsxzklxrPJlzX1O+vSk69W4rupp9J48eQKpVIo6deqobK9Tp47WxWlSU1M1li8tLcWTJ0/g6+urtYy2fTLGMGnSJHTs2BERERHK4yieV34/9+/f13pOCxcuxJw5c9S2X7t2Dc7OzgDkDfjAwEA8ePAAGRkZyjISiQQSiQT37t1TGXoSEBAALy8v3Lp1S+XTXkhICFxdXREfH6+8KBRvdplMhvj4eJU6REZGori4WGVsuVgsRmRkJHJzc5F1NgaBl79Adp12SBE3RFhYGDIzM5GUlKQs7+LigtDQUKSlpankacpzAoCGDRvCzs4OcXFxOp9TXl4+nNVeCXXJyckIqNscjx8/RkZGBq5duwZBEKrlOeXm5uLu3bvK7Q4ODtXidWKMISMjA0VFRXBwcLCKc6rK14muPbr2zPE61atXDwUFBcrrzhrOqapep9LSUuV7NiwszCrOqapep1q1agEAHj9+jLS0tGpzTvrcU6fXbCFVLTk5Gf7+/jh58iTatWun3P7555/jhx9+wI0bN9Se06BBA7zxxhvKIR8AcOLECXTs2BEpKSmQSCSws7PDxo0b8corryjLbNmyBWPGjNH4VcS7776LvXv34vjx46hbty4A4OTJk+jQoQOSk5Ph6+urLDt27FgkJSWpDStR0NRzHRAQgIyMDOXdp6b8dMYYQ15eHlxcXNQ+/Vb2iZOd+BqiP2dBFvES2KD/Wf6n6ORLENZ0RWWkbx6BuG5zSKVS5OTkwMXFBYIgVM9zqqa9HYwx5Obmws3NDYIgWMU5VVZ3Y54TXXt07ZnjdRKJRMjOzoazs7OycW3p51RVr5PiunNxcYFYLLaKc9Kl7sY4J8YY8vPzlY3s6nJOWVlZ8PT01Gm2EL1XaKxK3t7eEIvFaj3KaWlpaj3GChKJRGN5GxsbeHl5VVhG0z7ff/99/Prrrzh27JiyYa3YByDvwS7buK6oboB86Ii9vb3adrFYrHwDKiheUE1lDdnu5lbx0uWa9iMIAoRi+c2cIkc34N8y2uqo73ZDz4lnu6DToBBA/G+dxWIxPDw81B6vVuckCBq3V4fXqWx21nJOvNv1PSe69ujaM9Z2fc/J3d1d43ZLPqeqep3Kv2et4ZwM2a7POVXUeK1O56SN0WYLkUqlePToERITEzX+8LCzs0OLFi1w8OBBle0HDx5E+/btNT6nXbt2auUPHDiAli1bwtbWtsIyZffJGMN7772Hn3/+GYcPH0ZwcLBK+eDgYEgkEpX9FBcXIzY2VmvdqgOpVIq4uDi+u3CL5OPDrWbpcycv+TzWFbGxl5eDgdnVcJSdYSg/fpQdP8qOH2XHzxqyM7jn+sKFC5g+fTqOHTuG4uJijWUEQUBpaSnX/idNmoQRI0agZcuWaNeuHdasWYPExESMGzcOgHymj4cPH2LTpk0AgHHjxmHFihWYNGkSxo4di1OnTiE6Olo5CwgAfPjhh+jcuTMWL16MAQMGICYmBn/++SeOHz+uLPPuu+9i69atiImJgYuLi7Kn283NDY6OjhAEARMmTMCCBQtQv3591K9fHwsWLICTkxNeffVVrnOtKtwXbOG/jWtrWZ3RPUC+QMy/81gDAC5sAC6sB57pATz3mdoKjZb8Zjc3ys4wlB8/yo4fZcePsuNn6dkZ1Li+fPkyOnXqBBsbG0RFRWHPnj1o2rQpJBIJLl68iMePH6Nr164Grcg4bNgwpKenY+7cuUhJSUFERAT27dun3GdKSopKz3hwcDD27duHiRMn4rvvvoOfnx+++eYb5TR8ANC+fXts374dn332GWbMmIHQ0FDs2LEDbdq0UZZZtWoVAKBr164q9Vm/fj1GjRoFAJgyZQoKCgowfvx4ZGZmok2bNjhw4ABcXFy4z7das7aea0DecC67vHl+f3njOv0W4NfMbNUihBBCiGUyqHE9b948AMCZM2fQqFEjiEQiDBo0CDNnzkRBQQE++ugj7Ny5E+vWrTOokuPHj8f48eM1PqZpesAuXbrg4sWLFe7zxRdfxIsvvqj1cV3u8xQEAbNnz8bs2bMrLWsVrLFxXV7dlgAEIPMe8PQx4Fzb3DUihBBCiAUxaMz18ePH8cILL6BRo0bKbYpGqaOjI1asWAE/Pz9Mnz7dsFoSoxGJRGjYsKHWGwIq1HcZMGovENLF+BWrLhzcAJ9/r+cHZ1UeMii7Go6yMwzlx4+y40fZ8aPs+FlDdgbVPDs7GyEhIcp/29ra4unTp//tXCRC165dcejQIUMOQ4zMzs6O74ne9YF6HQFnH+NWqLqp20r+Z9IZtYe4syOUnYEoP36UHT/Kjh9lx8/SszOoce3j44PMzEzlvyUSCW7duqVSprCwEPn5+YYchhiRTCZDXFyc2jyOpIyA1vI/U6+qbKbs+FF2hqH8+FF2/Cg7fpQdP2vIzqDGdXh4uMoqPB06dMCBAwdw+vRpAMD169fx448/IiwszLBakurh+FfA2e+BYiv/sNSwDzD+NDB8p7lrQgghhBALY1Djum/fvjh27BhSUlIAAFOnTgVjDB06dEDt2rURGRmJrKwsGnNtDUqLgD9nA/smA1LNUy5aDSdP+bhrCx7vRQghhBDzMKj1MG7cODx8+FC58mHTpk1x6NAh9OrVC97e3ujevTv27NmDQYMGGaWyxIwUc1wDgL1xphqUyhhO3UlHzOWHOHUnHVJZ5TO0EEIIIYRUZwLTZc45YjI5OTlwc3PTaa16Y2CMQSaTQSQSQRB0W/4bAJB+B/i2OWDnDEx/aHA99l9NwZw98UjJLlRu83VzwKz+4egV4VvBM6vIw4vA6VXymzd7fg7AgOwIZWcgyo8fZcePsuNH2fGrrtnp016j771rIG0raVbIiHNc77+agnc2X1RpWANAanYh3tl8Efuvphh8DIMVZgNxPwLxv6ps5sqOAKDsDEX58aPs+FF2/Cg7fpaenV6LyIwePRqCIGDBggWoU6cORo8erdPzBEFAdHQ0VwWJcclkMty8eRORkZEQi8W6P9FIS59LZQxz9sRD09clDIAAYM6eePQIl0AsMuMnVv8W8tpkJwK5qYCLhD87QtkZiPLjR9nxo+z4UXb8rCE7vRrXGzZsgCAImDp1KurUqaNxdURNqHFtBZQ914aNtz6bkKHWY10WA5CSXYizCRloF+pl0LEM4uAK+IQDadeApLNA+AvmqwshhBBCLIZejeuEhAQAgL+/v8q/SQ1QaJxhIWm52hvWZZ24/QRpuYXwcXFA62BP8/RiB7SSN64fUOOaEEIIIbrRq3EdFBRU4b+JZeD6mqV+lHzpc1sng47t4+KgU7kVR24r/262Gx3rtgYubACSzik3WepXVNUBZWcYyo8fZcePsuNH2fGz9OxothAzq+rZQsxNKmNoOucAnhaV6vwcRZ/1qteaV20D+8ltYEULQGwPfPIAsLHs5VgJIYQQwqfKZgv59ddfKy0jk8kwc+ZMQw5DjIgxhpycHFTlZ6qy81n/L/a2Xg1rAMqbH+fsia/aubC9QoFatQHvBsDTVLNkZy0oO8NQfvwoO36UHT/Kjp81ZGdQ43rgwIF49913UVRUpPHxe/fuoVOnTvj8888NOQwxIplMhrt370Imk+n3xFsH5UufP7qm19P2X01Bx8WH8cr3p/Hh9stY8sc/AIBwX1f4uuk2RARQvdGxSmQlASlXgJe3AQNWAPkZkD28hJSL+yF7eEn+ONEZ93VHAFB+hqDs+FF2/Cg7ftaQnV5jrsvr2rUrVq1ahWPHjmHr1q2IjIxUPrZ161aMHz8eubm5+OijjwyuKDGzy1uAa78AvZcAdRrr9BTFfNaaPnteT8nBd682h0ctO6TlFuLWo1ysOHKn0n3qekOkQbKS5MNBSlU/NIoBNASAowBs7IH3LgDuAaavDyGEEEIshkE914cOHcKCBQvwzz//oHXr1vjmm2+Qm5uL119/HSNGjICzszMOHDiAJUuWGKu+xFwK9ZuKr6L5rBXm7Y1H62BPDGjmjw7P1NZpv7reEGmQ/HS1hrWa0iJ5OUIIIYSQMgxqXAuCgGnTpuHEiRMIDAzExIkT4efnhy1btuCFF17A33//jeeff95YdSVG4uDA0UDVc4VGfeazBoDWwZ7wdXOAtgn3BMhnDWkd7Kl7nUm1wnXdESXKjx9lx4+y40fZ8bP07Iyy/HnLli0xePBgMMaQl5cHLy8vLFy4EJ6e1BCqbsRiMcLCwvSf5kbPFRp1Hb6hKCcWCZjVPxwAtDawZ/UPN++qjYQb93VHAFB+hqDs+FF2/Cg7ftaQncGN64cPH6Jr165YsmQJIiMjMWXKFGRlZaFly5b4/vvvjVFHYkQymQzp6en63yig5wqNug7fKFuuV4QvVr3WHBINNzqO7xZa9fNcE6Phvu4IAMrPEJQdP8qOH2XHzxqyM6hx/csvv6Bp06Y4duwY3n33XZw9exaLFi1CbGwsfHx8MG7cOAwePBgZGVU0wwOpFGMMSUlJ+k9xU5Qr/1PHYSG8wzx6Rfji+NTnsG1sW3z9cjP0ayJvUJ+6k27R0/LUdNzXHQFA+RmCsuNH2fGj7PhZQ3YGNa6HDBkCsViMPXv24JtvvoG9vT0AoF27drhy5Qpefvll7N69G02bNjVKZYmZyKRA8VP53x3cdHqKYpiHpreGosGtbZiHWCSgXagXBjTzx8z+4bCzEeFiYhZO3aUbCAkhhBBSvRnUuO7Rowf+/vtv9O3bV+0xFxcXbNmyBRs3bkROTo4hhyHVwcjfgJe3Ag7uOj+lV4QvBj/rr7Zd4uag82qLPi4OeLmVfLq7bw/dUi5Gc+pOetUuKEMIIYQQogOD5rn+448/Ki0zYsQItG3b1pDDECNzcdFt3LSSSAwEd+I6VkZ+MQDgtbaBaFXPEz4u8qEg+tyY+HaXUGw+fR+n7mbg1N3Tyu2+bg6Y1T/c+GOxnbzk81hXNB2fjb28HNGZ3tcdUUH58aPs+FF2/Cg7fpaencBMOKglPj4e0dHR2LJlC1JTU011GIumz1r1lqZUKkPTOQeQVyzF3g86orGfbkNKytt/NQXjNl9U265onuvaC66XrCTVeayv/wYknQYa9ALqdZQ3rGkBGUIIIaRG0Ke9ZlDPtSZPnz7F9u3bER0djbNnz4IxBjs7O2MfhnCSyWRIS0uDj48PRCIdRwVlPwBu/g641QUa9tb5WHEPs5FXLIWboy0aSfg+OCgWo9GEQd7AnrMnHj3CJcadps89QLXx7NeMLzsCgPO6I0qUHz/Kjh9lx4+y42cN2Rmt1sePH8fo0aPh6+uLt99+G2fOnEGzZs3wzTffIDk52ViHIQZijCE1NVW/u3BTrwL7JgNHF+l1LMUNiG2CPSHibPjquxiNKXFlRwBQdoai/PhRdvwoO36UHT9ryM6gnutHjx5h48aNWLduHW7dugXGGCQSCfLy8vD6669jw4YNRqomMasi/RaQUTh9V97gbRfKPzZZ38VoTIox2OUlA5kugHeo6Y9HCCGEEIujd8+1TCbDnj17MHDgQAQEBGDatGlITEzE0KFDsXfvXiQlJQEADQWxJnoufQ4AJVIZzt+TN67bhvA3rnkWozEVIXYhwg++AuHkNyY/FiGEEEIsk94913Xr1sWjR48AAB06dMDrr7+OoUOHWt3NeNZKEAR4enpCEPQYpqFc+lz3GxL/fpCN/GIpPJxs0bAO/12/isVoUrMLtc6ZLdGwGI1J+MrnaxcenDX9sawM13VHlCg/fpQdP8qOH2XHzxqy07vnOjU1FYIgYPLkyfj111/x5ptvUsPagohEIgQGBup3kwBHz/Xpf8dbtw3x4h5vDfy3GA0Aras9aluMxthEgfIpJYW060BhtsmPZ024rjuiRPnxo+z4UXb8KDt+1pCd3jV/7bXX4ODggC+++AK+vr546aWX8Ouvv6K0tNQU9SNGJpPJkJiYCJlMpvuTlEuf694DferOf41rQ/WK8MWq15pD4qY69MPF3sY00/BpIXPyRolLAAAGPDhfJce0FlzXHVGi/PhRdvwoO36UHT9ryE7vxvWmTZuQkpKClStXIjIyErt27cKgQYMgkUjw3nvv4fTp05XvhJgNYwwZGRn63YVbqN8NjcWlMpy/b/jNjGX1ivDF8anPYdvYthjeJhAA4OVsh56NJUbZvy4YY8h1byT/R9KZKjuuNeC67ogS5cePsuNH2fGj7PhZQ3Zcfe4uLi54++23cfbsWfz99994//33IQgCVq5ciQ4dOkAQBNy8eROJiYnGri8xhw4fAsO2AA376FT8yoMsFJbI4FXLDvV9nI1WDbFIQLtQL0zv0wiOtmLcS8/H5aQso+1fF3meEfK/UOOaEEIIIRoYPKAlIiICy5cvR3JyMrZv344ePXpAEAT89ddfCAkJQY8ePbBt2zZj1JWYiyQCaNQP8NJt+rnTZYaEmOKGhFr2NujZuA4A4OeLD42+/4ooG9cPzgMyaZUemxBCCCHVn9FGi9va2mLo0KHYv38/7t27h9mzZyMwMBCHDh3Ca6+9ZqzDEAMJggCJRGLSu3AVi8e0NdKQEE0GN68LANjzdzKKS6tmXJYgCHCv3xas/QfAwFUAs9zxYFWtKq47a0b58aPs+FF2/Cg7ftaQncBMPKjlzz//xLp167B161ZTHsZi6bNWvdlc2Q4IIqB+FODorrWYVMZw4vZjjN5wHqUyhj8mdEZDCf80fBWRyhjaLTyEtNwirBnRAlFVOPaaEEIIITWLPu01k89z0r17d2pYVyNSqRR37tyBVKrHkIbfpwI/jwWePtJaZP/VFHRcfBivrzuHUpn889rI9Wex/2qKoVXWSCwSMPBZfwBVNzSEKzsCgLIzFOXHj7LjR9nxo+z4WUN2ljuJIOGWm5ure2HGykzFp/mT2v6rKXhn80WkZKsuQf4ouxDvbL5osgb2oH8b14euP8LB+FTEXH6IU3fSIZWZ7suY3NxcQFoM3D0KnFppsuNYI72uO6KG8uNH2fGj7PhRdvwsPTu9V2gkNUxJPsD+/fSoYZ5rqYxhzp54jasnMsgXfpmzJx49wiVGX+ilka8r/N0d8TCrAGM3XVBu93VzwKz+4aab/7qkENg0EAADIl8EnH1McxxCCCGEWBzquSYVU8xxLYgBu1pqD59NyFDrsS6LAUjJLsTZhAyjV23/1RQ8zCpQ255qwh5z2/xHQGYC4BEs33BlO5B8+b+frCSjH5MQQgghloN6rmsYQRAQEBCg+124yqXPXQANz0nL1d6w5imnK0WPuSam6jEXch4g/NAICNKi/zYenKFayMYeeO8C4B5glGNaC72vO6KC8uNH2fGj7PhRdvysITvqua5hRCIRvLy8IBLp+NIreq61jLf2cXHQuJ23nK7M0WMuKshUbVhrUloE5Kcb7ZjWQu/rjqig/PhRdvwoO36UHT9ryM5ya064SKVS3LhxQ/e7cIuy5X9qWfq8dbAnfN0coO3zpQD5GOjWwZ5617Ui5ugxl8poXmteel93RAXlx4+y40fZ8aPs+FlDdtS4roEKC/VocEqaypc+7z5b48NikYBZ/cM1PqZocM/qH270mxnN1WNO+Ol13RE1lB8/yo4fZcePsuNn6dmZtHEtlUqRmJiIxMREUx6GmJJzbfnS5/V7aC3SK8IXq15rDjux6uUkcXPAqteam2TWDnP1mBNCCCGEVMSkNzTevn0bjRo1gkgkQmlpqSkPRcysV4QvvJ3jkZxdiAnd66NNsBdaB3savcdaQdFj/s7mixAAlakATdljTgghhBBSEZP2XNva2iIwMBABATRzQnUhEokQEhKi+40CDy8Af/8EPNI8M4dCUakUKTnyr3FeaxuEdqFeJm/YKnrMJW6qQz+8nO1M0mMuooY6N72vO6KC8uNH2fGj7PhRdvysITuT1jwkJAT37t1DQkKCKQ9D9CAIAlxdXXWf4ubvn4Cf3wTifqywWFJGARgDatmJ4VXLzgg11U2vCF8cn/octo1ti2YBbgCAwc3rmmQoiqB1EAqpjN7XHVFB+fGj7PhRdvwoO37WkJ3lfiwgXKRSKeLi4vSYLaTiqfgU7qfnAQCCvGpV+RtCLBLQLtQLYzuFAgB+v5oCxoy/BLrUwQMyUSUfHGzsAScvox/b0ul93REVlB8/yo4fZcePsuNnDdnRIjI1kF4XbOG/U/FpWPq8rHvp+QCAet5OvNUyWLew2nC0FSMpowBxD7PRpK67cQ/gVhfXu29GWGBtiBVfV52LBi5tAp6JAp77VN6wpgVkNLLkX5TVAeXHj7LjR9nxo+z4WXp21HNN1GUl/becd06yfFtBVoVLfCeW6bk2Fyc7GzzXyAcAsPdv4y99DgAlTnUA36aAXzP5T+OB8gee3JT/mxrWhBBCSI1GPddEVVYSsKKFfKXBso7Ml/8AGpf4VvRcB3mar+caAPo38cXev1Pw298pmNY7zPRDVOq2AgQRkHVf/kHE1c+0xyOEEEJItUY91zWMSCRCw4YNtd+Fm5+u3rAuT8MS3/erQc81AHRt6AMnOzEeZhXgclKWUfetMTsHV6BOhPzviaeMejxrUul1RypE+fGj7PhRdvwoO37WkJ3l1pxws7Mz7mwepVIZHmQWADDvmGsAcLAVo3ujOgBMMzREY3ZB7eV/Jp42+vGsibGvu5qG8uNH2fGj7PhRdvwsPTtqXNcwMpkMcXFxkMlkRttnclYhSmUM9jYi1KkGy433ayKfhm9vXApkMuPNGqI1u8C28j+p51orU1x3NQnlx4+y40fZ8aPs+FlDdjTmmhjs3r9DQgI9narFQiudG9SGs70NUrIL8cPpe3B3soOPi4PpVowM+LdxzRggLQHEtsY/BiGEEEIsgkGN69GjR1daRiQSwdXVFQ0bNkS/fv3g7+9vyCFJNVRdxlsrONiKEe7nirMJGZj1638rS/q6OWBW/3DjLzDj6gtMvQc4ehh3v4QQQgixOAY1rjds2KCcjUHToh2CIKhsf//99zFz5kx89tlnhhyWVDPKOa69zDveWmH/1RScTchQ256aXYh3Nl80ydLo1LAmhBBCCGDgmOs7d+6gX79+qFOnDhYuXIjY2FjcuHEDsbGxWLBgAerUqYMXXngBZ86cwZo1a+Dn54dZs2Zhx44dxqo/0ZNIJEJkZKRR78JV9lx7m7/nWipjmLMnXuNjio95c/bEQ8oxFlun7GSWPfG9qZjiuqtJKD9+lB0/yo4fZcfPGrIzqOY7duzA2bNncfnyZUydOhWdOnVCgwYN0KlTJ0ybNg0XL17E6dOnceTIEbz55ps4ceIEnJ2dsXLlSr2Os3LlSgQHB8PBwQEtWrTAX3/9VWH52NhYtGjRAg4ODggJCcHq1avVyuzatQvh4eGwt7dHeHg4fvnlF5XHjx07hv79+8PPzw+CIGD37t1q+xg1ahQEQVD5adu2rV7nZg7FxcXaH3Tyks9jXZFyS3zfr0Y912cTMpCSXaj1cQYgJbtQY8+2LrRml58BrO8LLA0FSivItwar8LojlaL8+FF2/Cg7fpQdP0vPzqDGdXR0NF566SX4+PhofFwikeCll17C999/DwDw9/dHv379cOXKFZ2PsWPHDkyYMAGffvopLl26hE6dOqF3795ITEzUWD4hIQF9+vRBp06dcOnSJUyfPh0ffPABdu3apSxz6tQpDBs2DCNGjMCVK1cwYsQIDB06FGfOnFGWycvLQ9OmTbFixYoK69erVy+kpKQof/bt26fzuZmDTCbDzZs3td+F6x4gXyDmrVig77J/t9WT/1vxU2YBGZmM4X6GYgEZ8/dcp+Vqb1jzlCurwuwcPYC0eKAgE0jR/fquKSq97kiFKD9+lB0/yo4fZcfPGrIzaMz1gwcPYG9fcS+ng4MDHjx4oPx3YGAgCgt1b9gsW7YMY8aMwZtvvgkAWL58Of744w+sWrUKCxcuVCu/evVqBAYGYvny5QCARo0a4fz58/jiiy8wZMgQ5T569OiBTz75BADwySefIDY2FsuXL8e2bdsAAL1790bv3r0rrZ+9vT0kEonO51NUVISiov8WacnJyQEASKVSSKXyIQWCIEAkEkEmk6mMWVdsV5SrbLtIJIIgCCrbpVIpGGNgjGksDwAyFz/AxQ/ITIQYAJxrg/k2Vb3QpVKIxWIkZ+WjuFQGG5GAOi62kP67XVvdTXFOZevuXUu3mTp8XBzAGFN782qqe/nt2l4nUUBbCP/sg+z+SYgCWhntnMrXUdt2sVjMfU7l62js16nsdaepjpZ4TpXV3RTnVBW/I6r6nMrXka696vM6AVD7v8LSz6mqXifFdSeVSq3mnHSpuzHOSXGs8mXNfU7ly1fEoMa1v78/YmJiMH/+fI2N7KKiIsTExKjMEJKWlgYPD91u/iouLsaFCxcwbdo0le1RUVE4efKkxuecOnUKUVFRKtt69uyJ6OholJSUwNbWFqdOncLEiRPVyiga5Po4evQofHx84O7uji5duuDzzz/X2pMPAAsXLsScOXPUtl+7dg3Ozs4AAE9PTwQGBuLBgwfIyPhv+IJEIoFEIsG9e/eQm5ur3B4QEAAvLy/cunVL5YNLSEgIXF1dER8fr7woFG92mUyG+HjVscmRkZEoLi7GzZs3AQAeidcRBAB2zsjNzcXdu3eVZR0cHBAWFoar9x8BAHxqiXA9/hpcXFwQGhqKtLQ0pKamKsub8pwAoGHDhrCzs4ND7kN4OYqQXqD9E6+3kxitgz21nlNmZiaSkpKU2xXn9PjxY2RkZODatWsQBEHtnGrb1oM/gOLbsXDo+KHRzikuLq7C1wmQ/4KKjIzU+5yq6nVijCEjIwNFRUVwcHCwinOqytepsmvPEs+Jrr3q/zrVq1cPBQUFyuvOGs6pql6n0tJS5Xs2LCzMKs6pql6nWrXk34I/fvwYaWlp1eacrl27Bl0JTNNHVR0tXLgQn376KVq3bo0ZM2agXbt28PT0REZGBk6ePIl58+bh/PnzmDdvHqZPnw4AaNCgAUJCQrB///5K95+cnAx/f3+cOHEC7du3V25fsGABNm7cqPLiKTRo0ACjRo1SHg8ATp48iQ4dOiA5ORm+vr6ws7PDhg0b8OqrryrLbN26FW+88YZKr7KCIAj45ZdfMHDgQJXtO3bsgLOzM4KCgpCQkIAZM2agtLQUFy5c0Nqjr6nnOiAgABkZGXB1dVUez5Q91zdu3EB4eLjyl2XZ8sB/n9qE89EQ/f4x0Kg/2NAfNH7i3HbmPj755Sq6NPDGupEtldvN+Sn6j2upeHfrZQD/3cQIAIqz/e7VZujTxF/vnoGSkhLEx8ejUaNGEIvF6uf08DzE66LAHD0hfHwH0nL7qE49A9q2m7L38Pr162jcuLHyuJZ+TpXV3ZjnVOm1Z4HnRNde9X+dACgbh2Kx2CrOqSp7rq9fv45GjRrB1tbWKs5Jl7obq+f65s2bCAsLU7mp0dznlJWVBU9PT2RnZyvba9oY1HM9ZcoUXL9+HZs3b8YLL7ygrISiYowxDB8+XNnz/OjRI/Tt2xe9evXS6zjlG4GMMbVtlZUvv13ffWoybNgw5d8jIiLQsmVLBAUFYe/evRg8eLDG59jb22tseIvFYuUvL4WyF1X5srzbxWIxmjRporGcWvkS+Vhq2DlDEASN+7+f8e+y5161VB7XVndTnFP57X2a+GOVSIQ5e+JVbm70qGWHBYMilNPwaTsnbXW0tbVF06ZNNZfPSgIEESC2h1CQAdzYA7F70H+FnLyU49SNea7l6XtOVfU6icVileys4ZwM2W7Ua89EddR3e3V9nejaU6XvOWn7/8KSz6kqXqfy152++6mO52Todl3PSdHTrU11OidtDGpci8VibNq0CSNHjsTmzZvx999/IycnB66urmjatCmGDx+O559/Xlm+Tp06+Oqrr3Tev7e3N8RiscpXHYB8aEmdOnU0PkcikWgsb2NjAy8vrwrLaNunrnx9fREUFIRbt24ZtB9TYowhNzcXLi4ulX+YaNATqFUb8AjSWqS6LSCj0CvCFz3CJTibkIEVR27hxO10dGtY26D5rbVml5UErGgBlJb51uPH11WfbGOvciNoTaPXdUfUUH78KDt+lB0/yo6fNWRnlEkEn3/+eaxfvx4XLlzArVu3cOHCBaxbt06lYc3Dzs4OLVq0wMGDB1W2Hzx4UGWYSFnt2rVTK3/gwAG0bNlS+dWMtjLa9qmr9PR0JCUlwdfXyAuUGJFMJsPdu3d1uwvXpxHw7HCgXketRZQLyHibfxq+8sQiAe1CvfDBc/UBAAfiH6GolH8eaq3Z5aerNqw1KS2Sl6uh9LruiBrKjx9lx4+y40fZ8bOG7Kr9DN2TJk3C2rVrsW7dOly/fh0TJ05EYmIixo0bB0A+08frr//XSzhu3Djcv38fkyZNwvXr17Fu3TpER0dj8uTJyjIffvghDhw4gMWLF+PGjRtYvHgx/vzzT0yYMEFZ5unTp7h8+TIuX74MQD7F3+XLl5VTAD59+hSTJ0/GqVOncO/ePRw9ehT9+/eHt7c3Bg0aZPpgqgHGGBKrac91Wa3qeaKOqz1yC0vx1z9PzF0dQgghhFgxg4aFAPIZPXbv3o1z584hKytL41QlgiAgOjqaa//Dhg1Deno65s6di5SUFERERGDfvn0ICpIPVUhJSVGZ8zo4OBj79u3DxIkT8d1338HPzw/ffPONcho+AGjfvj22b9+Ozz77DDNmzEBoaCh27NiBNm3aKMucP38e3bp1U/570qRJAICRI0diw4YNEIvFiIuLw6ZNm5CVlQVfX19069YNO3bsgIuLC9e5VjtJZ4GCLEASAbj6qT385Gkx8oqlEASgrodj1ddPRyKRgD6Rvlh/4h5++zsZ3cMNG/5DCCGEEKKNQY3r+/fvo0ePHrhz547Gu4wVDGlcA8D48eMxfvx4jY9t2LBBbVuXLl1w8eLFCvf54osv4sUXX9T6eNeuXSs8J0dHR/zxxx8VHqO6cnBw0K3gsaXArQPAgO+AZ19Te1gx3trPzRH2NroP9DeHfk38sP7EPRyMf4TCEikcbPnqq3N2RA1lZxjKjx9lx4+y40fZ8bP07AxqXE+cOBG3b9/GiBEjMHr0aNStWxc2NgZ3hhMTEovFCAsL061w0VP5n3aah3xU5/HW5TUPdIe/uyMeZhXgyI009I7Uf1y8XtkRFZSdYSg/fpQdP8qOH2XHzxqyM6glfPjwYTz//PPYuHGjsepDTEwmkyEzMxMeHh5ap7NRKv53MnY7zcNcLGG8tYIgCOjbxBdrjt3Fb3+ncDWu9cqOqKDsDEP58aPs+FF2/Cg7ftaQnUG1lslkePbZZ41VF1IFGGNISkqqcMiLUrG88VxZz3WQZ/XvuQaA/k3k48YPxKfix/NJOHUnHVKZ7mso6ZUdUUHZGYby40fZ8aPs+FF2/KwhO4N6rtu1a4fr168bqy6kulEMC7F31vhwdZ3jWpsHmfkQiwSUSBmm7PwbAODr5oBZ/cMNmv8aTl7yeawrmo7Pxl5ejhBCCCFWzaCe60WLFuHIkSPYuXOnsepDqhNlz7XmxrUljbnefzUF47dcVOupTs0uxDubL2L/1RT+nbsHyBeIeSv2v5/IofLHwvrJ/12DF5AhhBBCahKDeq737NmDbt26YdiwYejSpQueffZZuLm5qZUTBAEzZsww5FDEiHSaKlAmA0q0N66z8ouRXVACAAis5sNCpDKGOXvioekLJgZAADBnTzx6hEsgFlW8GpTW7NwDVBvPEUOAuB+BtOuAXzPOmlsXq5mi0kwoP36UHT/Kjh9lx8/SsxOYAYNadB1oLgiCxvmvCZCTkwM3NzdkZ2fD1dXV3NX5j7QUuLJN3nvdcjRgY6fy8JWkLAz47gR8XOxx9tPuZqqkbk7dSccr35+utNy2sW3RLtRIQzcKs4HF9QAmAyZd1zhPOCGEEEIsgz7tNYN6ro8cOWLI04kZyGQypKWlwcfHp+IPR2IboPkIrQ/f+3e8dT0LGG+dlltolHI6ZwcADm7Ac58BniGAfTX60GQmemVH1FB+/Cg7fpQdP8qOnzVkZ1DjukuXLsaqB6kijDGkpqaidu3a3PuQyhiO35IvI+5oJ4JUxiodTmFOPi66TUZfWTm9s+v0kW7lagBjXHc1GeXHj7LjR9nxo+z4WUN2lvmRgJhefgZw6yDwUHWly/1XU9Bx8WH8dOEBACD2nyfouPiwYTcEmljrYE/4ujlAW/NfgHzWkNbBnlVZLUIIIYRYIaM1rqVSKR49eoTExESNP8TCPLoGbHkR+GWcctP+qyl4Z/NFpGSrDp8wyowbJiQWCZjVPxwAtDawZ/UPN03ve9JZ+TLyuanG3zchhBBCqh2DG9cXLlxAz5494ezsDD8/PwQHB6v9hISEGKOuxAgEQYCnpycEoZKGZLHqHNeVzbgByGfc0GdRlqrUK8IXq15rDomb+tCPGf10m+da5+zK+n0qcHg+cDdWn+paHa7siBLlx4+y40fZ8aPs+FlDdgaNub58+TI6deoEGxsbREVFYc+ePWjatCkkEgkuXryIx48fo2vXrggKCjJWfYmBRCIRAgMDKy+oWEDm39UZzyZkqPVYl8UApGQX4mxChvFm3DCyXhG+6BEuwdmEDKTlFmLjyfu4mJiJx08rWPylDJ2zK6teRyD5InDvL6DpMI5aWweu7IgS5cePsuNH2fGj7PhZQ3YG9VzPmzcPAHDmzBnExMQAAAYNGoTff/8d9+7dw7hx43D16lXMmjXL8JoSo5DJZEhMTIRMJqu4oKLn2k4+16SxZtwwN7FIQLtQLwxo5o8xHYMBADGXHkKmQ4+7ztmVVa+T/M97f/FU12pwZUeUKD9+lB0/yo4fZcfPGrIzqHF9/PhxvPDCC2jUqJFym2LabEdHR6xYsQJ+fn6YPn26YbUkRsMYQ0ZGBiqd3rzcsBBjzbhRnTzfyAcu9jZIzi7E2XsZlZbXObuyAtsCghjIvAdkJfFX1sJxZUeUKD9+lB0/yo4fZcfPGrIzqHGdnZ2tMp7a1tYWT58+/W/nIhG6du2KQ4cOGXIYYg7lhoVY44wbDrZi9ImUj7X+5eJDEx3E9b8VGu8dN80xCCGEEFJtGNS49vHxQWZmpvLfEokEt27dUilTWFiI/Px8Qw5DzEE5LETec112xo3yFA1uk824YUIDn/UHAOyLS0FhiYlWEa3XUf4nNa4JIYQQq2dQ4zo8PBw3b95U/rtDhw44cOAATp+WLzV9/fp1/PjjjwgLCzOslsRoBEGARCKp/C7csH5Ar0VAw97KTYoZN2rZi1WKStwcsOq15jrNuFHdtAn2hJ+bA3KLSnH4RlqFZXXOrjzFuOvkS5y1tHzc2REAlJ8hKDt+lB0/yo6fNWQnMAMGtXz77beYOHEikpKS4OvriytXrqBt27YoLi6Gp6cnMjMzIZPJsGvXLgwaNMiY9bYa+qxVX1189ONl7Lr4EP2a+GJ4myC0Dva0uB7rshbvv4FVR++ge6M6WDuypXF3npUE5DwEMhIA7waASPWDCZy8APcA4x6TEEIIIUalT3vNoJ7rcePG4eHDh/Dykk+91rRpUxw6dAi9evWCt7c3unfvjj179lDDuhqRSqW4c+cOpFL+IRBPnhYDADo3qI12oV4W3bAGgEH/Dg05fOMRtp65j1N30jXO1613dllJwIoWwLqewO5xwNrngDVdVH9WtKgRNzoa47qrySg/fpQdP8qOH2XHzxqyM2iea1tbW9SpU0dlW/v27bF3716DKkVMKzc3t/JCDy8A0hKgdhjg6K7yUFqufF7o2i72Jqhd1bv7+ClsRAJKZQzTf7kKQH5z5qz+6ovL6JSdQn46UFrJHNqlRfJyNaD3Wq/siBrKjx9lx4+y40fZ8bP07PTuuRaLxcr5rYkV+22SvMc16YzaQ4//ncvaxwoa14ol3UvL9VRX9yXdCSGEEFI96d24ZoxZ9NyDREfFefI//50tRKFUKkN6nnxYiCXNaa2JpS/pTgghhJDqx6Ax18TyCIKAgICAyu/CLVad51ohPa8YjAEiAfCsZWeiWlYNfZZ0B/TIjqih7AxD+fGj7PhRdvwoO37WkJ1BY66J5RGJRMobUCukWETG3kVlc1qOfAyxt7O9xd/IqO+S7jpnR9RQdoah/PhRdvwoO36UHT9ryI6r59qSP03UdFKpFDdu3Kj4LlzG1BaRUXj89N/x1q6WP95a3yXddcqOaETZGYby40fZ8aPs+FF2/KwhO66e66+++grr16/XubwgCLhz5w7PoYgJFBZW0mNbkg/lqONyw0IUPde1nS2/ca1Y0j01u1DjuGsB8gVyyi7pXml2RCvKzjCUHz/Kjh9lx4+y42fp2XE1rrOyspCVlWXkqpBqQ3EzIwT1xvW/0/BZ+s2MwH9Lur+z+SIEQGMD26Al3Z28ABv7iqfjs7GXlyOEEEKIVeBqXM+ePRszZ840dl1IdWHrCPRcAJQWAuWGAD1WNK6tYFgI8N+S7nP2xKvd3DikRV3DlnR3DwDeuyCfx1rh5j7g0hag8QAgciit0EgIIYRYGbqhsYYRiUQICQmBSFTBcHt7F6DduxofSrOiOa4VekX4oke4BGcTMpCWW4grSVlYd+Ie4h5kgzGmvMdAp+zKcw9QbTxLmgDdphv5DKo/ruyIEuXHj7LjR9nxo+z4WUN21LiuYQRBgKurK/fzrW11RgWxSEC7UPnwjK4NfbDlTCJuPsrFlQfZaBbw//buPTyq6m4b/71nchgg54SQBBIIEQghEQUqB6tSFQQVQa3SqlSrYrEeQHxeRSsPYhWLbXl4/YGoLS1aivK8VUSEKlARBaIoBw0JckqAQBICOQfIafb+/THMJJM5rzntPXN/risXYWdnZu971ky+s2bttRIAeJ8dAEDDLxbe8El2YYz5iWN24pidOGYnLhSyC8+/9GHMaDSiqKjI+VW452uA8t1AbanNj85aimvtj7l2JL5HJCbnpwEA1n5bbtnuVnbu6mgDzh31/nY0wqfZhSHmJ47ZiWN24piduFDIjsV1GHLZYMu+AFZOANY/YbVZUZQuFzSGVs91d3f/xDSUY8P3FbjQ1mHZ7pMne1UR8Fo28M6tpmkPw4SWXyjVgPmJY3bimJ04ZidO69l5PCxElmV/HAepiWUBGes5rhsvdqCtw/T4h9qwkO7GZCcjK6knTtZewKaiKvx8ZD/f3XjyIEA2Ak2VQPVBoE+e726biIiIgoo912TLxQIycYYIGCL1gT6qgNLpJNw9ylRQ//XLUqzffxpfl9bAKPugpznSAAz4qen7o1u9vz0iIiJSDY+K61tvvRV79uwRuqOLFy/iT3/6E1asWCH0++QbOp0OQ4YMcX4VrnmeawcLyKTGhe54666SLy2U8+OZJsx+fz/uXfktHvu0BptLqr2/8ctuMP177D/e35YGuNXuyCHmJ47ZiWN24piduFDIzqMjLy8vx1VXXYUbbrgBq1atQmNjo8vf+e677zBnzhz0798f//3f/42UlBThgyXfiIqKcr5Da5Pp3+hYq82WmUJCYHVGVz49UInnPyyy2X6msRW//edefHqg0rs7yLlUXJ8oBNoueHdbGuGy3ZFTzE8csxPH7MQxO3Faz86j4nr//v34y1/+gmPHjuHBBx9EUlIS8vPz8atf/Qr/5//8HyxatAjz58/HY489hokTJyIpKQmjR4/G8uXLMWHCBJSUlOCuu+7y17mQG2RZRlFRkfOx8w56rkNtARlHjLKChRtK7K7YaN62cEOJd0NEUgYBcf0AYytwYqf47WiEW+2OHGJ+4pidOGYnjtmJC4XsPLqgUZIkPPjgg3jggQewceNGrFq1Ctu3b8fq1att9tXpdLj88ssxbdo0PPzww8jIyPDZQZOfORhzHYoLyNizu6zWZrXGrhQAlQ0t2F1Wa5kb22OSBFx2PbD3XeDof4BBE8Ruh4iIiFRFaBEZnU6HKVOmYMqUKQCAgwcP4tSpU6ipqUGPHj3Qu3dvDBs2DPHx8T49WAqQvKlA0kAga4zV5lBdQKY785sIX+1nV3050HckoI8CMkcDFfutf85l0YmIiDTJJys0Dh06FEOHDvXFTZEa5N5i+urGMiwkhBeQAdw/P+Ec6suBZSOBDlOe+PavtvtERAOP72GBTUREpDHavRSThOh0OhQUFAhdhRsuC8hclZ2E9HgDJAc/lwCkxxtwVXaS2B1cqOksrB3paDXtFyK8aXfE/LzB7MQxO3HMTlwoZKfdIydhbW1tzneoOmBa3KT9otXm6kbTMIhQHxai10lYMMW0sIujAnvBlDzodY5+Sva4bHfkFPMTx+zEMTtxzE6c1rNjcR1mZFnGoUOHnF+Fu2Y68MYYoLrEsqml3YjGFtMy4KE+LAQAJuWnY8V9I5AWb3uuD1+TjUn56UE4Ku1yq92RQ8xPHLMTx+zEMTtxoZCdT8ZcU4hpuzTPdVTnPNfm8dZRETrE9QiPZjMpPx0T8tKwu6wW1U0t2FpShQ0/VOHHqqZgHxoRERGpVHhUSeQ+RQFaL03FF905FV/XBWQkKXyGQ+h1kmW6vcv7xmHDD1XYcfQcymsvIDOpZ5CPjoiIiNSGw0LCkF6vd/zDjlZAMZq+77KITLgsIONMVlJPXJlugKIA7+0+GezD0Ryn7Y5cYn7imJ04ZieO2YnTenYsrsOMXq9HQUGB44ZrXkAGsFpE5myYLCDjjF6vx29uMF3o+L/fnUJbh3bHgwWay3ZHTjE/ccxOHLMTx+zEhUJ2LK7DjKIoaGxshKI4WLq79dJ44siegK6zYYfLAjLOKIqCn/Ttgd6x0TjX3IotJWfEbqhnsmkea2ciok37hQiX7Y6cYn7imJ04ZieO2YkLhex8UlwXFxdj0aJFGD9+PGbPno3PP/8cRqPRFzdNPibLMkpLSx1fhetg6fNwWUDGGVmWUX7iOO4a2RcAsOKLo1i//zQKj9XAKHvwIpCQaVog5pHtnV/jnzP97LIbTf8PsQVkXLY7cor5iWN24pidOGYnLhSyE7qgUVEUfPXVV1i/fj3Wr1+PsrIyKIqCwYMH4+uvv8ayZcsQFxeHW265BVOnTsWkSZMQGxvr+oYp+HomA9c9C+gjrTaHywIy7kiPM73BOFDRiNnv7zdtizdgwZQ896foS8i0Lp6Tc4Ar7g2pgpqIiCgceVRcr1u3DuvXr8fGjRtRW1sLvV6Pa6+9FrNnz8bUqVORlZWF5uZmbNq0CevXr8emTZuwZs0aREVFYfz48Zg2bRp++ctfIj4+3l/nQ96KywB+9rzN5uqm8FhAxpXC8ot4bedpm+1VDS14dPVerLhvhNgc2NGxpi8iIiLSNI+K6zvvvBOxsbGYNGkSpk6diptvvhkJCQlW+8TExODuu+/G3XffDaPRiC+++ALr16/Hhg0b8NhjjyEjIwO33XabL8+BPGQweD60g8NCAKOsYOW+BtgbAKLAtJrjwg0lmJCX5t3qje0Xgcge4r+vUiLtjjoxP3HMThyzE8fsxGk9O0nxYMT4p59+ihtuuAGRkZGud7bj+++/R2JiIrKysoR+PxQ1NjYiPj4eDQ0NiIuLC/bhAOdrgPNngV4ppi+YisrBL/wbRlnBN8/fgD5x2m70ogqP1eCXf/na5X7vzRxjmRvbIx1twNp7gbKvgDlFQExvgaMkIiIiX/OkXvPogsZJkyZZFdbTpk3Dl19+6fbvDx8+nIV1kMmyjJqaGscXChT9P+CN0cCm/7Jsqj3fBqOsQJKA5F5RATpS9TnTeNGt/cxDaDwWEQU0VwMdF4HD/xa7DZVy2e7IKeYnjtmJY3bimJ24UMjOq9lCPvvsM/zsZz/DyJEjsXr1anR0dPjquMhPFEVBeXm54yluLLOF2C4gk9wrChH68J29sXeMe28svBo6k3ur6d8fN4rfhgq5bHfkFPMTx+zEMTtxzE5cKGTnVaV0+vRpvPLKK6ipqcGvfvUrZGVlYdGiRaipqfHV8VGgWYrrzovrOi9mDM/hIGY/GZCE5B46OBpNLcE0a8hV2Unid5J7i+nfY9s6l6EnIiIizfCquE5KSsK8efNQWlqKf/3rXxgyZAheeOEFZGVlYdasWTh48KCvjpMCpe286d/oznmuuYCMiV4n4eERCQDgsMBeMCXPu4sZU4cCidmAsRU4ulX8doiIiCgofPIZv06nwx133IFt27bhhx9+wH333YfVq1cjPz8fN998M7Zs2eKLuyEfcTrneKvjYSGc4xqYmJeK5fdcgbR42178u0dlik3D11XDKaDfT0zf71sNVOy3/qov9+72g4hz3XuH+YljduKYnThmJ07r2QktImPPxYsXUVdXBwC47777MHbsWCxZsgSffvopNm/ezPHYKqHX65GTk+N4h7ZLy593WaGRxbWJObscADflZ2B3WS2qm1qwv7wef995HHtO1kFRFEiSYM91fTmwbCTQYcobR7eYvrqKiNbk6o0u2x05xfzEMTtxzE4csxMXCtl51XOdl5eH9PR0GAwGxMTEIDMzE8OHD8f48ePx0EMP4cCBAwDg9RWfb7zxBrKzs2EwGDBy5Eh89dVXTvffvn07Ro4cCYPBgIEDB+LNN9+02eeDDz5AXl4eoqOjkZeXh3Xr1ln9/Msvv8SUKVOQkZEBSZLw0Ucf2dyGoih48cUXkZGRgR49emD8+PEoLi726lz9TZZlVFVVOVn+/NKwkKiuw0K4gAxgnZ1eJ2FsTjKmXtEXcycMRs8oPY5WN+Pr0lrxO7hQ01lYO9LRatpPY1y2O3KK+YljduKYnThmJy4UsvOquP7xxx9RXV2NyZMnY/ny5Vi9ejU+/vhjbN++Hfv27UNZWRlqamq86rVeu3Yt5syZg9/97nfYt28frrnmGkyePBknT560u39ZWRluvvlmXHPNNdi3bx+ef/55PPnkk/jggw8s+xQWFmL69OmYMWMGvv/+e8yYMQN33303vvnmG8s+58+fx/Dhw7Fs2TKHx/baa69hyZIlWLZsGb799lukpaVhwoQJaGpqEj5ff1MUBVVVVY6vws2bBoz5rWns7yVcQMbEUXaxhkjcfmVfAMA/vj4ehCNTP5ftjpxifuKYnThmJ47ZiQuF7LwaFrJ06VK8/vrrWL9+Pc6cOYOnn34aN998s/jH4nYsWbIEDz30EB5++GHLfX722WdYsWIFXn31VZv933zzTWRlZWHp0qUAgKFDh+K7777Dn/70J9x5552W25gwYQKee+45AMBzzz2H7du3Y+nSpXjvvfcAAJMnT8bkyZMdHpeiKFi6dCl+97vf4Y477gAAvPPOO+jTpw/WrFmD3/zmN3Z/r7W1Fa2tnb2TjY2NAACj0Qij0QgAkCQJOp0OsixbNS7zdvN+rrbrdDpIkmS13Wg0QlEUKIpid3+M+FXnu8VLPzdf0JjSK9Lqd/R6vc0xOtruz3OyHDtsPyVxtF2v10NRFLvbXZ2Tvcfp3qsy8c9vTuKz4jOorL+A9ISenp+TLEMP1xQogINjFz2n7sfo68epa7uzd4z+eJz8fU6ujj1QbU/r59T9GNn21PM4AbD5W6H1cwrU42Rud0ajMWTOyZ1j98U5me+r+77BPqfu+zvjVXH95JNP4oknnsCHH36IJUuW4K677sKAAQMwZ84cPPjgg4iJiXF9I060tbVhz549mDdvntX2iRMnYteuXXZ/p7CwEBMnTrTadtNNN2HlypVob29HZGQkCgsL8dRTT9nsYy7I3VFWVoaqqiqr+4qOjsZ1112HXbt2OSyuX331VSxcuNBme3FxsSWvpKQkZGVl4dSpU6it7RxmkJaWhrS0NBw/ftyqdzwzMxPJyck4cuQIWlo6FzAZOHAg4uLiUFJSYmkU5ie7LMsoKSmxOoaCggK0tbXh0KFDlm06nQ7VjabiurbiOIqaTgEwLU2am5uLuro6lJd3XmQXGxuLnJwcVFdXo6qqyrLdn+cEAEOGDEFUVBSKiopcnpNer0dBQQGamppQWlpq2e7qnM6ePYva2loUFxdDkiSrc2qrrUVe7yiUnG3D79d/j5uGZ6GjqQYDehkts4e4OqfS0lIMgmuyrKCtpcUn5xSox0lRFNTW1qK1tRUGg8Gvj1O4tT2tnhPbnvofpwEDBuDixYuWdhcK5xSox6mjo8PynM3NzQ2JcwrU49Srl2lChbNnz6K6ulo15+TJsF+Plj93pbCwEH/+85+xfv16xMTEYObMmXjiiSeQmSl28VVFRQX69u2LnTt3Yty4cZbtixYtwjvvvGP14JkNHjwYDzzwAJ5//nnLtl27duHqq69GRUUF0tPTERUVhVWrVuGee+6x7LNmzRr8+te/tupVNpMkCevWrcO0adNsbvP06dPIyMiwbH/kkUdw4sQJfPbZZ3bPyV7PdWZmJmpray3Lafrz3Zksy6ioqEC/fv1sjk2n0wE1xyDro4GYPoBOj+bWDgx/yTQlXNGCG9EzqvP9WLi8izZv7+jowKlTp9C3b1/LcXQ9p5c3HcTfd56w+r20uGj8961DcdOwNNfndGov9H/9GVxRHvkCSL9CU70dsizj9OnTyMzMtNx+9/3N+2nlnFwdeyDbnhbPiW1P/Y+TJEkoLy9HRkaG5Ta1fk6BepzM7a5v376IiIgIiXNy59h9cU6yLKOystJyzZtazqm+vh5JSUluLX/us9lCAGDs2LH417/+hbKyMixduhQrVqzA0qVL8fOf/xxr1qwRvt3uw0xczchgb//u2z29TV8dW3R0NKKjbS8M1Ov10OutBwWYH1B7+4pu1+v16N+/v8Pjw4px0BtbgTkHgIRM1Jw3LfkdEx2B2B62x+3oGD3d7s05iW6XJMnudkfHGBERgQEDBtjd/9MDlVjVrbAGgDONrXhszX6suG+EZZo+h8fo4H5tjhsS4ODYPT2nQD1Oer3eKjt/Pk7h1vb8dYyeblfr48S2Z83Tc3L090LL5xSIx6l7u/P0dtR4Tt5ud/ec9Ho9srKy7N6uvf19eYwi2+3xqrj+61//iqamJodfqampKCsrw9q1a4WK65SUFOj1equPOgCguroaffr0sfs7aWlpdvePiIhAcnKy030c3aaj+wGAqqoqpKd3zm3s6e0EmizLOHXqFPr162fbQI3tpsVLAMsiMlxAppOj7IyygoUbSmDvIyAFpgVnFm4owYS8NO8WmNEwp+2OXGJ+4pidOGYnjtmJC4XsvCquH3nkEdsbjIhAQkICEhISkJKSgkGDBiExMVHo9qOiojBy5Ehs2bIFt99+u2X7li1bMHXqVLu/M3bsWGzYsMFq2+bNmzFq1ChERkZa9tmyZYvVuOvNmzdbDT1xJTs7G2lpadiyZQuuvPJKAKYx4tu3b8fixYvdvp1AM48/7Nu3r+0PW7vMcnJpKr6zLK4tHGW3u6wWlQ0tDn7LVGBXNrRgd1ktxuYkO76DnsmmeaydTccXEW3aT2OctjtyifmJY3bimJ04ZicuFLLzqrhet24dEhMTkZiYiISEBCQmJnp9EWN3c+fOxYwZMzBq1CiMHTsWb7/9Nk6ePIlZs2YBMM30cfr0abz77rsAgFmzZmHZsmWYO3cuZs6cicLCQqxcudIyCwgAzJ49G9deey0WL16MqVOnYv369di6dSt27Nhh2ae5uRlHjx61/L+srAz79++3DKiXJAlz5szBokWLMGjQIAwaNAiLFi1Cz549rcZya0rbpdUZ9dGA3vRGpJoLyLhkngfc6/0SMk0LxHSdx/rcIeDDRwB9FDDjIyAhS3MLyBAREYUTr4prR73HvjR9+nTU1NTgpZdeQmVlJfLz87Fp0ybLOLDKykqrOa+zs7OxadMmPPXUU1i+fDkyMjLw+uuvW6bhA4Bx48bh/fffxwsvvID58+cjJycHa9euxejRoy37fPfdd/jZzzovLps7dy4A4P7778eqVasAAM888wwuXryI3/72t6irq8Po0aOxefNm7S7baV5A5tKQEKOsYH+5adXNDlmGUVbCdliDM+7O/+3WfgmZ1sVz+nBg+x+BmiNA3XFgwNViB0lEREQB4dVsIYsXL8acOXPsXqBH7mlsbER8fLxbV5/6gizLqK6uRmpqqu1YpvJvgZU3AglZ+PTGzVi4ocRquEN6vAELpuRZLswLN46yM8oKfrr4c1Q1tNgddy0BSIs3YMez14u9Odn+R+CLV4GfPgXcMF/4+IPJabsjl5ifOGYnjtmJY3bi1JqdJ/WaV8W1TqdDVlYWXn75Zdx3332iNxPWAl1cO3Xsc+Aft6MpfjAuP/OiTaFoLgu7znxBJp8eqMSjq/cCgN3cvMrsQi0gG4GY3l4dIxEREYnxpF7z6i3BX//6VxiNRtx///0YMWIE/vOf/3hzcxQARqMRx44ds7/SUGwG5Kt+g382j3I48wVgmvnCKGt3WVJRzrKblJ+OFfeNQFq87dCPR64d6N2bkZ5Jmi+snbY7con5iWN24pidOGYnLhSy86q4fvDBB3HkyBG88sorKCsrw8SJE3HzzTfjwIEDvjo+8oOuKxhZSc3FN0OexR/O3+rwd7vOfBGOHGYHU4G949nr8d7MMfi/v7gCU4ebFhfaX17vwwM447vbCjBn2ZFrzE8csxPH7MQxO3Faz87rwSwGgwHz5s1DaWkpZs+ejW3btuHKK6/EQw89hNOnT/viGCmAfDbzRZjS6ySMzUnG1Cv6Yt7NudDrJHxTVouSikbvblg2Au9OBf48BDh72DcHS0RERD7ns5HiiYmJWLJkCQ4ePIjp06dj1apVGDJkCObPn4/m5mZf3Q3508U69NU3wgAn8yxf4u4MGeEsPb4HJuWbFhtatavMuxtrrADaWwAowK7/D6jYb/1VX+7d7RMREZFPeHVBozP79+/HM888g61btyI1NdVmRUQyCcZsIXV1dUhMTLS9Cvc/vwe++hP+n24ynrkwwz8zX2iY0+wc2HOiFneuKERUhA5fP3cDknpFeX7H9eXAspGuF5d5fI9q58AWyY46MT9xzE4csxPH7MSpNTtP6jWv5rnuzmg04vDhwygpKUFxcTESExPRs2dPnD171pd3Q17Q6XSWZeBtXFpEZsSgTOB72x+bS+kFU/LCrrAGXGTnwIisRBT0jUfR6QYs/vRHjMtJRmqsAVdlJ7mf4YUa54U1YPr5hRrVFtci2VEn5ieO2YljduKYnbhQyM6r4vrDDz9EcXGx5evIkSNob28HYFq+EgCSk5Nx1VVXeX+k5BNGoxFHjhzBoEGDoNfrrX94qbjO6ZeGFQUjMO+DItRfbLf8OC3M57l2mp0DkiRhZP8EFJ1uwNpvy7H2W9PwjXCbM1wkO+rE/MQxO3HMThyzExcK2XlVXP/85z+HJElQFAXR0dEYOnQoLr/8chQUFFj+TU8Pj+JBS1paHFyM2HppbHxUDCblp+N0/UX8/pODuCIzAc9OyvWstzVEOczOgU8PVOKdXSdstlc1tODR1XvDas5wT7Mja8xPHLMTx+zEMTtxWs/Oq+L6ueeesxTRQ4YM0ew7DLrEvPx5lGn587rzpl7r4f3iMTZH2x/RBINRVrBwQ4nDOcMlmOYMn5CXFvZvWoiIiEKFV8X1K6+84qvjIDW4NCwE0abiuua8aZxvUi8uby9id1mt1fLx3XWdM5xvXoiIiEKDei7DpIDQ6XQYOHCg/StwLcNCegEAaprbAADJMQIzXIQgp9nZwTnDO3maHVljfuKYnThmJ47ZiQuF7Dw68pycHDz99NPYvn07ZFl2+/cOHTqE1157DVdffTU++eQTjw+SfEeSJMTFxUGS7AxDyLsNuOJeID4LAFBz/lJxLTJ9XAhymp0d7s4FHg5zhnuaHVljfuKYnThmJ47ZiQuF7DwqrrOzs7Fs2TJcf/31SE1NxQMPPIB169bh/PnzNvvu2rULzz77LHJzc5GXl4d58+ahoaEB/fr189nBk+eMRiOKiopgNBptf3jdM8C0N4DegwEAtebiOobDQgAX2dlxVXYS0uMNcPTyIME0a8hV2UnOb6hnsmkea2ciok37qZSn2ZE15ieO2YljduKYnbhQyM6jMddbt25FQ0MDPvnkE6xfvx7r1q3Du+++C4PBgBtuuAE33ngjioqK8Mknn+Ds2bOQJAnjxo3DzJkzMW3aNOTk5PjrPMgD7jbYc82mMdccFtLJkye7XidhwZQ8PLp6LyTA7oWNbs0ZnpBpWiDmQk3nNkUG3vsF0HwGGP88cMU9qp3j2kzLL5RqwPzEMTtxzE4csxOn9ew8vqAxPj4e9957L+699160tbXhP//5Dz766CN88skn2LhxI3r06IEbb7wR06ZNw5QpU5CSkuKP4yZfUxSgudo03jqqF1qNMppaOgBwWIg3JuWnY8V9I7BwQ4nNxY23j+jr/jR8CZm2xfNVM4HPXwaO/QcY/6yPjpiIiIi84dVsIVFRUZg8eTImT54MACgqKsJll12GHj16+OTgKIBaGoA/m4aD4IVq1J039bNG6CTEGSKDeGDaNyk/HRPy0rC7rBbVTS0ormjA21+WofBYDdqNMiL1ghdtXDkD+OIPQPk3QNUBIC3ftwdOREREHvPppZgFBQUsrFVOp9NhyJAhtlfhmue41kUA+ijLkJDEXlHQcQ5mAE6yc4NeJ2FsTjKmXtEXcycMQUpMFCobWrCpqFL8gGLTgNxbTN/v+bv47QSAN9kR8/MGsxPH7MQxO3GhkJ12j5yERUXZGebR1rk6IySJM4U4YDc7Dxki9fjV2AEAgL98VQpFsTca2025t5r+3bcGOFEIVOy3/qov9+5gfcgX2YUz5ieO2YljduKYnTitZ8fiOszIsoyioiLbqRS7FtcAai8tIJPCmUIsHGYn4L4x/WGI1OHA6Ub8bWcZ1u8/jcJjNTDKHhTa9eXAx4+bvu+4APx9EvD2ddZfy0aqosD2ZXbhiPmJY3bimJ04ZicuFLLzasw1hZDWbqszXlpAJok9136R1CsKPxmQhK+OnMPvPzlo2Z4eb8CCKXnuXeh4oQboaHW+T0eraT+VzyRCREQUKthzTSbdeq4tw0I4DZ9ffHqgEl8dOWezvaqhBY+u3otPD3gxFpuIiIiChsU1mZgvaLQsfX5pjmv2XPucUVawcEOJ3Z+ZB4Us3FDi2RARIiIiUgUW12FGp9OhoKDA9irc+Exg+D1AzvUAOoeFcHXGTg6z89DuslqbOa+7UgBUNrRgd1mtV/ejJr7KLlwxP3HMThyzE8fsxIVCdhxzHYba2tpgMBisN/Yfa/q6hLOF2Gc3Ow9VNzkurEX20wpfZBfOmJ84ZieO2YljduK0np123xaQEFmWcejQIZdX4dac59Ln3bmbnSupse69YLi7nxb4KrtwxfzEMTtxzE4csxMXCtmxuCaT1mag7YJpGXR0GRbSi8NCfO2q7CSkxxvgaGkeCaZZQ67KTgrkYREREZEPsLgmk8+eBxalA1/+ERfbjLjQZgTAnmt/0OskLJiSBwAOC+wFU/Kgd7UyZs9kIMLFm5+IaNN+REREFBAccx2G9Hq97cYuU/GZh4RE6XWIiWYT6cpudgIm5adjxX0jsHBDic3Fjb8a29+9ea4TMoHH95jmsTYztgNrpgMXa4DrngWunKGaOa59lV24Yn7imJ04ZieO2YnTenaS4tXay+StxsZGxMfHo6GhAXFxcYG98/ryzsLs3/OA8kLg2mdwJOlazFn7PSJjU/DR878I7DGFGaOsYHdZLaqbWvD1sRq89205LkuNweY510LnqufakZ2vA1vmAymDgd9+A2j4imsiIiI18KReY7dkmFEUBU1NTYiV6yEtG2W7wt+Xr2EQXsPGaKCtLRKov1o1PZ/BZskuNhaSJFj4dqPXSRibYxq28bPcVHzyQyWOVjfjPz9WY0JeH7EbHfkA8O1fgKFTAGMroOvhk2P1hj+yCyfMTxyzE8fsxDE7caGQHbu0wowsyygtLYXcfM7l0tlRaLcechDmLNn56QrmOEMk7h3THwDw5vZj4jdkiAPu/wQYehtw9hBQsd/2q77c+wP2gL+zC3XMTxyzE8fsxDE7caGQHXuuiVTkwasH4G87yrDnRB1W7SxDYq8opMaaZg5xeYGjWX05sPwnzt88RUSbxmvzUwkiIiKfYnFNpCKpcQZclZ2IHUdr8GKXJdLT4w1YMCXPvQsdL9S4/FQCHa2m/VhcExER+RSHhYQhLa96FGz+zu7TA5XYcdR2KE5VQwseXb0Xnx6o9Ov9+xPbnXeYnzhmJ47ZiWN24rSeHYvrMKPX65Gbmws9Z5DwmCU7P00RZJQVLOzSW92VeUqfhRtKYJS1N8GPv7MLdcxPHLMTx+zEMTtxoZAdK6wwI8syampqIHMGRo9ZsvPTRRa7y2pt5rzuSgFQ2dCC3WW1frl/f/J3dqGO+YljduKYnThmJy4UsmNxHWYURUF5eTk4vbnn/J1ddZPjwlpkPzVhu/MO8xPH7MQxO3HMTlwoZMfiOly5sXS2oufS2YGUGuveGDN39yMiIqLA42wh4Sq+X+fS2cd3ApufB3oPxYVbl+OuNwsBAP+aeyt6cDaJgLkqOwnp8QZUNbTA3vt1CUBavGlaPiIiIlIn9lyHodjYWNM3CZlAxhVAjwTT/+P74lzMUBQr2SiNuAw9eg8I0hGqlyU7P9DrJCyYkgfAVEh3pwBYMCXP9XzXbnwqgYjAfyrhz+zCAfMTx+zEMTtxzE6c1rNjz3WY0ev1yMnJsd7YUm/615CAc+dN8yMn9YoK7IFpgN3sfGxSfjpW3DcCCzeU2FzcOHZgsnvzXCdkdn4qYUWBpWzvmRzQOa4DkV0oY37imJ04ZieO2YkLhexYXIcZWZZRXV2N1NRU6MzT8V2sM/3bIxG1zW0AgJQYFtfd2c3ODyblp2NCXhp2l9WiuqkFjS0dmP/RAew+Xovj585jQEov1zeSkGm/eK4vNxXd58/ZX9reT0V3oLILVcxPHLMTx+zEMTtxoZAdi+swoygKqqqq0Lt3786NF+tN//ZIQA17rh2ym52f6HUSxuZ0Dtv4/OAZbDt0Fv/3P4dx96gsVDe1iC2LvmxkUJZFD2R2oYj5iWN24pidOGYnLhSyY3FNVj3X5y71XCfHuBizSwE158bB2HboLNbtq8C6fRWW7VwWnYiISF202d9OvtV3BDDkFiBlCGrPm4tr9lyrSWXDRbvbQ2FZdCIiolDC4jrMSJKEpKQkSFKXoQRjHwN+uQYYdCNqmk09m8kcFmLDbnYBEArLogcru1DB/MQxO3HMThyzExcK2bG4DjM6nQ5ZWVkOLxKoMfdc9+KwkO5cZecvobAserCyCxXMTxyzE8fsxDE7caGQnXaPnITIsoyTJ09CluXOjW0XgEvLjNZcGnOdxGEhNuxmFwChsCx6sLILFcxPHLMTx+zEMTtxoZAdi+swoygKamtroVwqpqEowKv9gN/3BprOWGYLSWHPtQ2b7AIkFJZFD1Z2oYL5iWN24pidOGYnLhSyY3Ed7lqbAMUIyO1QomN5QaMKmZdFdzT6TIJp1hAui05ERBR8LK7DnXkavggDGo2RaDea3ilynmv1cLUsOuDDZdH1UUDzGaBiv/VXfblnB01ERBSmOM91mJEkCWlpaZ1X4XZZ+tw8U0hMdAQMkfrgHKCK2WQXQM6WRZ8yPN27ZdGbzwBr7wWM7YCxDVhzt+3verm4TDCzCwXMTxyzE8fsxDE7caGQHYvrMKPT6ZCWlta5ocvqjBwS4pxNdgHWfVn0w2easHzbMWw9WI0zjS3oE+fGmGt7y6JX7DcV1s54ubhMsLPTOuYnjtmJY3bimJ24UMiOw0LCjNFoxLFjx2A0Gk0b7KzOyCEh9tlkFwTmZdGnXtEX/zVxCK7MSsCFNiP+8O+DKDxWg/X7T6PwWI3q5rxWQ3ZaxvzEMTtxzE4csxMXCtmx5zoMNTU1df6n67CQ8+YFZDhTiCNW2QWZJElYMGUYpi3f6d2y6AGipuy0iPmJY3bimJ04ZidO69mx5zrcxWaYlj7P/Alqm80LyLDnWiuquCw6ERGRqrDnOtwNnmj6AlDzcTEAjrnWClfLokswLYs+IS/N9UwiRERE5BPsuQ4zkiQhMzPT7lW4lqXPYzgsxB5n2QWDlpZFV1t2WsP8xDE7ccxOHLMTFwrZsec6zOh0OiQnJ3du6GgD9JGAJFmm4uOwEPtssguygC+Lfu6w7baeyW7NIKK27LSG+YljduKYnThmJy4UstNEz/Ubb7yB7OxsGAwGjBw5El999ZXT/bdv346RI0fCYDBg4MCBePPNN232+eCDD5CXl4fo6Gjk5eVh3bp1Ht/vAw88AEmSrL7GjBnj3cn6mdFoxI8//th5Fe4/fw68nAoUf4SaZk7F54xNdkHms2XR3VlcBgA+nAm8fZ3117KRbi0wo7bstIb5iWN24pidOGYnLhSyU31xvXbtWsyZMwe/+93vsG/fPlxzzTWYPHkyTp48aXf/srIy3Hzzzbjmmmuwb98+PP/883jyySfxwQcfWPYpLCzE9OnTMWPGDHz//feYMWMG7r77bnzzzTce3++kSZNQWVlp+dq0aZN/gvChlpYuPZkX60wLh0T1sgwL4VR8jlllF2Q+WxbdvLjMI9utv+74i+uDMM9/7QY1ZadFzE8csxPH7MQxO3Faz071w0KWLFmChx56CA8//DAAYOnSpfjss8+wYsUKvPrqqzb7v/nmm8jKysLSpUsBAEOHDsV3332HP/3pT7jzzjsttzFhwgQ899xzAIDnnnsO27dvx9KlS/Hee+95dL/R0dEeTXbe2tqK1tZWy/8bGxsBmN6pmd+lSZIEnU4HWZahKJ3zFZu3d38352i7TqeDJElW241GIxRFgaIoMBqN0LXUQwLQERmDugumOa8Te0RY/Y5er4eiKJBl2er29Xq9zTE62u7PczJvB2BzjI62e3NOgXic3DknKDLm35KLx9bshwTTGOuuFADzb8mFXie5fpxiM4DYDOtzkmW4u06nq3Pq2u7s5e6Px8ks2I9TKLY9LT1ObHvi5wTAqt2FwjkF6nEytzuj0Rgy5+TOsfvinMz31X3fYJ+TJz3pqi6u29rasGfPHsybN89q+8SJE7Fr1y67v1NYWIiJEydabbvpppuwcuVKtLe3IzIyEoWFhXjqqads9jEX5J7c7xdffIHU1FQkJCTguuuuwyuvvILU1FSH5/Tqq69i4cKFNtuLi4sRExMDAEhKSkJWVhZOnTqF2trOi9HS0tKQlpaG48ePW80BmZmZieTkZBw5csTq3d7AgQMRFxeHkpISS6MwP9llWUZJSQkKmmugB7Cv9AyMciQA4HTpYVTrTf2her0eBQUFaGpqQmlpqeW2DQYDcnNzUVdXh/LyzmEBsbGxyMnJQXV1Naqqqizb/XlOADBkyBBERUWhqKjIKteCggK0tbXh0KFDlm2i53T27FnU1taiuLgYkiSp4pwyADxzdRL+uq8BNRdsn/jlpytQ2MuA0spzkM/XI693FPQ6ya3H6WLpUQyxuUX7XJ2Toiiora1Fa2srDAaDXx8ntj1tnFOgHie2PfFzGjBgAC5evGhpd6FwToF6nDo6OizP2dzc3JA4p0A9Tr169QIAnD17FtXV1ao5p+LiYrhLUuy9VVWJiooK9O3bFzt37sS4ceMs2xctWoR33nnH6sEzGzx4MB544AE8//zzlm27du3C1VdfjYqKCqSnpyMqKgqrVq3CPffcY9lnzZo1+PWvf43W1la373ft2rWIiYlB//79UVZWhvnz56OjowN79uxBdLT9Maz2eq4zMzNRW1uLuLg4AP59d6YoCs6fP4/Y2FgoxnboXzG9ETj6q3248e2DiDNEYN/8G61uJ9zfRZu3G41GNDY2IjY21jLGXi3nZJQV7DnZgOrGFqTEROLLI+fw1pdlkCSg66mkxUXjv28dipuGpbl+nCr2Q//Xn8GlR7bD2KfA6TkpioKmpibEx8dDkiT24IRQ2xM9p0A9Tmx74uek0+nQ0NCAmJgYS3Gt9XMK1ONkbnexsbHQ6/UhcU7uHLsvzklRFFy4cMFSZKvlnOrr65GUlISGhgZLveaIqnuuzbpPx6IoitMpWuzt3327O7fpap/p06dbvs/Pz8eoUaPQv39/bNy4EXfccYfdY4uOjrZbeOv1essT0Mzy8b+dfb3ZHh8fb/rmYrNl2znZ1IhTYqLt3o4kSXa3OzpGT7d7e04i2z09J71ej8TERI/2D9R2vR4Ym9N5dXXthXYA1oU1AJxpbMVja/ZjxX0jMCk/3fnj5OBnosfYNTt/Pk5se9o4p0A+Tmx7nTw9p4SEBLvbtXxOgXqcuj9nQ+GcvNnuyTk5K17VdE6OqPqCxpSUFOj1equPOgCguroaffr0sfs7aWlpdvePiIiwTO3iaB/zbYrcLwCkp6ejf//+OHLkiHsnGARGoxFFRUWmd2zmpc+jYlF70fROjTOFOGaVnYoZZQWLNv1o92fmWnvhhhIYZR99aHXuMFCx3/qr2wwiWslOrZifOGYnjtmJY3biQiE7VRfXUVFRGDlyJLZs2WK1fcuWLVbDNboaO3aszf6bN2/GqFGjEBkZ6XQf822K3C8A1NTUoLy8HOnp6e6dYJBYGqxOD+TeClx2g2WOa84U4pwWnuwBX1zGzSn6tJCdmjE/ccxOHLMTx+zEaT071Q8LmTt3LmbMmIFRo0Zh7NixePvtt3Hy5EnMmjULgGmmj9OnT+Pdd98FAMyaNQvLli3D3LlzMXPmTBQWFmLlypWWWUAAYPbs2bj22muxePFiTJ06FevXr8fWrVuxY8cOt++3ubkZL774Iu68806kp6fj+PHjeP7555GSkoLbb789gAl5IXEA8It/wigr2P+v7wEAHbICo6xwuWwN89niMub5rztane9nj3mKPjcWmCEiIgolqi+up0+fjpqaGrz00kuorKxEfn4+Nm3ahP79+wMAKisrreaezs7OxqZNm/DUU09h+fLlyMjIwOuvv26Zhg8Axo0bh/fffx8vvPAC5s+fj5ycHKxduxajR492+371ej2Kiorw7rvvor6+Hunp6fjZz36GtWvXIjY2NkDpeO/TA5VYuKHE0tP5n4PV+Oniz7FgSh4m5au7B57s89niMub5r7vPY33usKm3moiIiGyoeraQcNDY2Ij4+Hi3rj71BUVR0NLSAoPBgM8OnMaj/9wPpdsyJOb/mS96I5Ou2Tm7oDbYjLKCny7+HFUNLTZzX5ulxxvwp58Px7nzrUiNNS004/anFRX7TUM/XHlkO5BxBQDtZKdWzE8csxPH7MQxO3Fqzc6Tek31Pdfke1FRUTDKCk589DIORf8v3jVOxMsdMyw/V2AqsBduKMGEvDQOEekiKkr9Y9L1OgkLpuTh0dV77S4uAwDNrR24d2XniqTp8Qbff1px7nCX/yiIMiQBhizf3X6Y0ULbUytmJy6ss6svt78CbfMZoKUBMMQDMX0cbE9FlKwAOgmWLqueyRwq5yattzsW12FGlmUUFRXhfK8M6FvrERVhRIedZtD1oreuU7yFM3N2BQUFHk3JEwyT8tOx4r4RVkN+ACBSL6HdqKCppcNq/6qGFjy6eq9vP63oMnREAiDpoiA//h30Sf19c/thREttT22Ynbiwyc5eEd18Blh7L2BsF7pJCbBd4VYfBUxfbV2QAyy6uwmFdsfiOkxVN7UiHucBAA1KLyf7uXdxHKnPpPx0TMhLw+6yWlQ3tSAlJhpPrd2H6qY2m30D8WmFTm6D8UINwOKaiILBD0W0R4xtwJq7bbez6A45LK7DVGpsNM5Ll4prOC6u3b04jtRJr5MsnzwUHquxW1ib8dMKIgoJwS6iPeWo6I6INl1UzgJbc1hch6mfDEhCccRFQAHq7fRcSwDS4k0XulFoUMUUfURE/lRfbppnPxRenzpagZOFtm8U2KOteiyuw4xOp0NBQQF0Oh0ui20HGm17rs0DAhZMyePFjF10zU6L/DpFn5vT8+lqj9guq84/FC5pve0FE7MTp/rs7PVQnzscGoW1mb3X1RDv0VZ9u3MDi+sw1NbWBoPBgFilGQDQEZUAdOmsTPPHzBEhwpydFl2VnYT0eIPLKfpkWcH6/aedT9GXkCn0wi59+IjtxhD/Q+ErWm57wcbsxKk2u1DqofZUGCzSpdp25yYW12FGlmUcOnTIdBVu/6uBpirc0DsP3+xowtiBSXjyhsGezXkcRqyy0+AVzO5M0Xc+EFP0dRcGfyi8pfW2F0zMTpxqsguHHmpPWU11ekmIfAqomnbnBRbX4eznKwEAx/71A4AmjBmYwgvZQpyjKfp0EiArQGMgpugjInJXOPdQOxOGw0W0hMU1oaLhIgAgPUG7H8GQ++xN0Tf7/X041+zFFH28yJGIvMUeau/wAkjVYHEdhvR6PaAopi9JsvRgZsT3CPKRqZ9WP6LqrvsUffYKazO3puizd5Ej4PaFjqH8EaevhErbCwZmJy5g2am5h7r7PNRurNBo7NkbpaWlGJjaC/r/NyNwUwCGSI+21p+zLK7DjF6vR0FBAXCiEHhnCpSMK1BZ/18A2HPtiiW7EOOzKfoEL3IEEDJ/EPwlVNteIDA7cQHN7kJN8AtrHy7mogcwqN8I03+e2Bfcebc1dl1LKDxnWVyHGUVR0NTUhNiLdZDkdhiNHTjfZgTAnmtXLNnFxkKSQueCT3en6DvX1Op6FhFf0tgfBH8K1bYXCMxOnN+yczT8I1ACsCKiVXaOOh7sFd3uftoXwkLhOcviOszIsozS0lJcLtdCAtASEQcASOgZiR5R2v4Yxt/M2Wn5CmZ73JmiTycBv9940PL/gMwiQhah2vYCgdmJ80t2gR7+ccdfgJTB1tsCMOTMrezsFd3+un6l+5sXFQ+7C4XnLIvrcNVSDwA4L8UAANLZax223JmiT+620e1ZRLz9Q8Gx2ETa1r2XOpAXKEZEA1ljtfV64e31K450/10Ou/MrFtfh6mIdAKABpuI6I57jrcOZqyn6unN7FpFLfyiMzWdx9OhRXHbZZdDrdO7/oeBYbCLtCmQvdZB6qP3Cm+tX3MVhd37F4joMGQwG0xXNAGqMPQHwYkZ3aXnFKFe6T9F3rqnVaihId27NIgKYXrxjM6A09wTSBwHefswXpn8UQrnt+RuzE+d2dsGcRk+lPdQ+bXdhNt2p1p+zLK7DjF6vR25uLlBsKq6rO0zDQTgsxDVLdiGs6xR96/efdut3dh49h+qmFqcXOvo8uzAbLhIObc9fmJ04t7NjD7UNn7c7fwwXUenraCg8Z1lchxlZllFXV4fE5EHQ9f8pjjb2BgBksOfaJUt2iYnQ6XTBPhy/c3cWkWXbjlq+d3Sho8+zC7PhIuHW9nyJ2YlzO7tATaOn0h5qe/zS7nx9AaRKX0dD4TnL4jrMKIqC8vJyJFzzNDD+GWz44zYAF9hz7QZLdgkJwT6UgHBnFpHuHF3oaJOdPz7iDOHhIuHW9nyJ2Ymzm12gptHTSA+1IwFrd/Z6tL3pzVbB62goPGdZXIcxRVG4OiM55M4sIt15eqGjz6+IV+nHnEQhIZDDP1IGAxlX+P9+QkEgLoAkj7C4DleKgtrzbWjtkAEAfeKjg3xApEaOZhFxxnyh4/9sOYSrL+uNq7KT7O/ojz8IKv2Yk0hz6suB5rPoUX8UqJQB8yw/gRr+0dPJRdLkX+yk8BqL6zAUGxMD3eJMxEf0RAp+D8SkIjpCmxO1B1psbGywDyHgus8icuRME5ZtO+by95ZtO4Zl244hPd6A+bfkYkiwsutoBU4W2vaSa+yPRTi2PV9hdh661EOt72jFEAD4ws/3130IiMaem44Erd15O+xOBZ0UWn/OsrgOM3q9HjmZfYD2C4hov4BmGDCYFzO6Ra/XIycnJ9iHERRdZxEpPFbjVnFtVtXQgsfW7MeK+0Ygx9U0fP6absreH4sALIHsK+Hc9rzF7AQE6gJFQFMXKXoiqO3OH8PuAjgWOxSesyyuw4wsyzh38jBSARilSLQgCulcQMYtsiyjuroaqampmr2C2Rc8vdDRPA57wUdFuCE3FZHOPiXx11hse4xtwJq7bbersOhm2xPH7FwI1AWKgOYvUvRE0NudhsdhBz07H2BxHWYURUHd6VKkArgYEQdA4kwhblIUBVVVVejdu3ewDyWoRC90PNPcjt1lNbh6UKrznYP9R0GFRTfbnjhm50QgL1AM0R5qR0Ky3QVoLHYoZMfiOgzp25sAAM2Saelz9lyTp0QudASAXcdqcO58u9MFZ+xSw+pkKiy6idwWyBUUw6iHWlNCYCy2VrC4DkP6NlNxXa/0AgCkJ7DnmjzX9ULHnUfPWS0m48jyL0ot3ztacMauQA4X8ZS7RXfzGaClATDE2xbiQHgUH/YKPIDZ+Fsge6gBTqOnVhofi60lLK7DjCRJiIsyAgBqjD0BABnsuXaLJElISkqCJLnZ2xoGzBc6XpWdhA/2nvLJgjMOBXu4iKccFd2OOCnGpV6p6COfgXS0Emg1vTm2W4i6W4R6WuT6YnvzGWDtvYCx3fXxdefFpwNh97wNZA+1PZxGD4CK250GXkdVm50HWFyHGZ1Oh+R+g6D0vxrfl5rGM7Hn2j06nQ5ZWVnBPgxV8uuCM86oYbiIrzgpxnUA3Hj74V5vuTdFbrB4MSQnrJ63ge6h5vAPh8Kq3fl4LHYoZCcpiuJuRxP5QWNjI+Lj49HQ0IC4uDi/358syzh16hSi4lIw5g/boJOAwy9PRoRem1fkBpI5u379+mn2CmZ/+/RApcfjsAHgvZljLFP9ecxRT12wh4tQ8HQpumVFwZkzZ9CnTx/oeqWETuEX7HbPsbZOaervhT/elHnRPtSanSf1Gnuuw4yiKKitrYUsm8Zbp8YaWFi7yZxd3759g30oqiW64MzOo+dQ3dTi+YWOgP2POUOpR5s816Wn26rXP1QuPg1wD7Vx2lvQp+Zab9RaZgGmqb8XKhuLransHGBxHabMPYvpXECGfExkwZmuF0N6dKGjI47+WGhxSAT5jhZnfAn2GGqAFyiGAw2MxdYSFtdhKLvwWQypPYwJugcQFT8l2IdDIczTBWcAgQsdHXH0x+KJfSy6yZonRbe/Cm57RbQK2qWsi+IFikQeYnEdZiRJQk9jEyLba9EOPfpzphC3SZKEtLQ0TV/BHGhdL3R0l08udHSGRTe5y17R7W0vt0qLaAA2FyjKioJzFxSksEfTYyHx98Lb4XWCFzqGQna8oDHIAn1BIwBg6eVA/Qnc0foibrllGh76aXZg7pfCluiFjvNvGYqU2Gixsdi+ouZiiNRD6zO18AJFssfXF85quJ3xgkZyyGg0AudroAdQjxjOce0Bo9GI48ePY8CAAdDr9cE+HE2ZMDQVA6PP4yzicO58u9sXOv5+40HL9z4Ziy2CPd3kDk/nNQ8mN6fQ42ueuJDJztdjsd240DEUsmNxHW5kI/TtzQCABqUX57j2UFNTU7APQbMunG/GmIJs6PV6ty907MpnY7F9xZOiG9BeT6Y/ab2XV8siooGssW4XTHzNE8fsxGk9OxbX4aalwfJtA3qx55qCQuRCR7+PxfYVT3t63CjGjT174+jRo7gsLRb6tm4rNPpy5UN/rtDYlbvjk/npgHe4yAv5A6c6dYnFdbi5WAcAaFYMkPSRSImJDvIBUTgSWdERl/arbGjBqp1lwR+L7SvuFONGIy6e0wGDCgB7H5N60lveldoLLQ7JEedhD7WaGGXFMld+1+e4o+0UYP6YFzvEsLgOM5IkoS5lFIrOtKJPnAE6vjC5TZIkZGZmavoK5mCxl92k/HSsuG+E0IWOqhiLHUAu2164zVHrQdEtN1VCWjsDkhzCRbefeqj9/Zpnr1jeUlJl85qQHm/AbcPT8fH3lTbbF0zJs1q4Si3FeMj/vfDmNcfFLCKhkB1nCwmyYMwW8vH3FXjyvX24akAS/nfW2IDcJ5EjXf8AnmtqtSqc3WF++VXNWGxSn1Ce8UUjsy90L3Trzpue612L5YSekai/4P7jYf7Uq/vviRbj5KWK/cDb14n9rgbaMWcLIYeMRiO+P3ICAFdn9JTRaMSRI0cwaNAgzV7BHCzOsuu6oqNRVvDXHWXCY7FjoyNx7nxryP3BZNsTZzQacaTqPAYNKrDNrntPt5oL7iCsIumrdufuVJyeFNZA53Cy7r9X2dCCt74ss9m/qqEFs1bvtVuM+7ro5nPWQ11mEQmF7Fhch6GqBtNFCOnxnCnEUy0tng1foE7uZOftWOx7V35j2RZqw0XY9sQ5zM7eR9vBHs+tsqXYPW139nqoH1uzz+3nsj85KsZdFd2iryFh95z14YWOWs+OxXWYkXa9jldO/Q+GRoxHXMJLwT4cIhvejMXuyjx13/J7RiCxVxQ/Aib3BOoiSpUV0Z5yd7y0TnL/TXKwOCu6+RriAV7oaMHiOhx0HW9YXYIEpQHpqEFfuRSoqNfMizmFj0n56VYf0YqMxTb/wXz8vb2Qu/x1D7UebQoQX8xr3pWGX3ftDfNwNF5aVntl7QRfQwT44kJHWUaP+qNApQzE9Nbk84QXNAaZ3y9orC8Hlo10/jGNBi4kUANFUdDU1ITY2FhNX8UcDN5mZ5QV/HTx5x6NxXbEfO9a6o1i2xPH7MQpioL6hkb8WNOO6qZW1Q3zCBZ3XkPY7roIkQsdeUEjdbpQ43r8kxvLkZJpeqBAzegSarzNTnQstj1a7I1i2xPH7NwTSsM8/M2d1xC2Ox/RaH3C4prITUajESUlJcjLy9PsFczB4ovsfDUW26z7x9VqHl/JtieO2Vlzt4gOxjAPT6fWS+wZiboL7V6/4Rbl7DUkvoce+34sxZW5AzEmp3fQX0MosFhcE3nAaDQG+xA0yxfZdR+LnRITjaf/dz/ONLZ6/cdV7T3abHviwjE7b4toT6fF84U0F1PiPTNpqFeLzvi7GLf7GrKzRjWvIUEThsuls7gmIk3pOi82ALx42zCfDBcx01KPNoUPT5YEV2MRrZNg86Z1/i15Dp9TXZ/jZt2f+4DtG26RYtzXRTdfQ7rxdhYRFys6qhGLayLSNEfDRbr/MRflqkebq72RL3m7JHiwi+juzM+EZb/0X2Fpr+h2tN1RMe5ofHkgXkPCokfbm1lE7BXgKrrQ0R7OFhJkfp8txN2rdB/ZDmRc4fv7DyGKoqClpQUGg4FXf3soENk5WrwC8M9HwM7Gh/r6DybbnrhgZ+evHme1CeTzwV+C8RoCACvuG6GJfHzOm1lEgIDXLZwthCyMigJ3LuFxd79wFxUVFexD0Cx/Z2evl2qFTvJ7b1SgFp5g2xMXiOxCrcfZle7PI1fjpbUgGK8hEoCFG0oQGx2Jc+dbNZcZ2cee6yDzd8/1nh9+wLAProdBcvwC3aJEovjOzzHy8st9fv+hxGg0oqioCAUFBZx1wEPBzC7QvVFm9saYOis+nPVwfn3sLPaUHMXIvMswJqc3AHh8G1oteLzl67YXaj3OntLiPPHeCvRriJZ6+73izjoczrDnmoLllJyMJ1r/jESpyeE+dUosnpWTMTKAx0UUKIHujTKzd1HTrNV73Z5mzO72wm+R0DMSAMRvA6E/XrxrMZTSKxKGSw+GJ28+ANs3MGq8UNBfzMM8YqIkNLd1Nua0cCn8ugj0a0jYXADp4EJHY/WP0H/0myAdlG+w5zrI/N1zXXisBr/8y9cu93tv5hi7F4RQJ/Zci1NjdsHq0VYDV+Nj1VZ0eztuObmHDneMysInP1S5PUQDsC6QQ7kn2lFbmH9LLvp0VKMlti/OnW9XRVtQE3+/hjj69CvU39gYT+2F/q8/c73jHX8BUgZbb/PjLCKe1GssroPM38W1q2WjJZh6InY8ez1fMF1QY4GoFVrJ7tMDlX7v0VazQBXd3hbLno5bJrHHFoqsieetmvjzNSRchuS4XVzb48dZRFhca4jfZwuB6cn+6Oq9AKzfTYf9lcoeUhQFsixDp9NxxgYPaSm7cO7RdkS06GaxHHi+fIOkpeetmpjafQ2qGi4iLb4H6s63BaRHW22fOIlSKvZBenu8+A34aSw2i2sNCURxDdh/Nx0uHzH5SrCn9NIyrWdn7/kT7KWX1cDT5apZLHvO04x9WWhp/XkbTN2zs/ca4ivOh/Y4XqhHrZT6k8D/NwqSUV0XOoZccf3GG2/gj3/8IyorKzFs2DAsXboU11xzjcP9t2/fjrlz56K4uBgZGRl45plnMGvWLKt9PvjgA8yfPx/Hjh1DTk4OXnnlFdx+++0e3a+iKFi4cCHefvtt1NXVYfTo0Vi+fDmGDRvm9rkFqrgGYHfWAbU/ydREK0Mb1CgUsnO3FzachpGQ7/jy0wFfva6HwvM2WOxlZ3WhbUw0nv7f/TjT2BrQN+da6OU2Go348ZutyM3qDUgSik83ovZCG/q2l2PQzqdc34AKimvVzxaydu1azJkzB2+88QauvvpqvPXWW5g8eTJKSkqQlZVls39ZWRluvvlmzJw5E6tXr8bOnTvx29/+Fr1798add94JACgsLMT06dPx+9//HrfffjvWrVuHu+++Gzt27MDo0aPdvt/XXnsNS5YswapVqzB48GC8/PLLmDBhAg4dOoTY2NjAheQmvU7CmIHJ6HW+AgUDk1XzRCLSAndXe+MwEgI873F2Z55od1chJHXq/li9eNswPLp6b0A//XI2a5HoVKG+3p7SKxIGQyo+q03F7zf+aHmeDJMuYGN0gILykup7rkePHo0RI0ZgxYoVlm1Dhw7FtGnT8Oqrr9rs/+yzz+Ljjz/GwYMHLdtmzZqF77//HoWFhQCA6dOno7GxEf/+978t+0yaNAmJiYl477333LpfRVGQkZGBOXPm4NlnnwUAtLa2ok+fPli8eDF+8xv708i0traitbXzo47GxkZkZmaitrbW8k5IkiTodDrIsoyuD495u9FotLpNR9vN4+S6bjcajSguLkZBQYHNx3w6nQ4AIMuy1Xa9Xm8Ze9d9e/djdLTdn+fk7Nh9eU7t7e04cOAAhg0bBr1eHxLnFKjHqWu7M9+v1s/J2bF/VlyFlzb+iCoOIwl5zj+SH4qb8tPxTek5nGlsQWpsNH4yIAkReh0USPj62FlUN7VabVfTawQA/PDDD5bXPCA0XssD8Rphfs0bNmwYIiMjHZ7TpweqsHBDMaoaO+uCYHz6ZWnHPSJQf7HDsj0t3oCpw9Oxfn+F1TGmxRtw2+Xp+Ph797anxxswxcH2Wy9Px4Zu22OjJDS1WYcwTCrDxujfuTyX9gc/h67vFT5ve/X19UhKStJ+z3VbWxv27NmDefPmWW2fOHEidu3aZfd3CgsLMXHiRKttN910E1auXIn29nZERkaisLAQTz31lM0+S5cudft+y8rKUFVVZXVf0dHRuO6667Br1y6HxfWrr76KhQsX2mwvLi5GTEwMACApKQlZWVk4deoUamtrLfukpaUhLS0Nx48fR1NT57zVmZmZSE5OxpEjR9DS0vnHfODAgYiLi0NJSYmlEZlfOGRZRklJidUxFBQUoK2tDYcOHbJs0+v1KCgoQFNTE0pLSy3bDQYDcnNzUVdXh/Lycsv22NhY5OTkoLq6GlVVVZbt/jwnABgyZAiioqJQVFTkt3M6e/Ys6urqUFxcDEmSQuKcAvU4KYqCuro6tLa2wmAwhMQ5OXucMgB8+V/XofBoNb4/fByJBj3yekfhu8o2rPqh2arHMqWnHuMHxmBneavN9usvi8dXJy5YbY+NkiBJOjS2Gq32/WlWD+w61Yrq5nY729tQ3dxmdRtNbQoLfQHdi+jknno8Pi4NM64fjk/3HMWxirOWx7t3Qgf0Ogn9oi6ip64WOA+UFFdY2l6argm9dE2W7Wp7jRgwYABaW1str3lAaLyWB+I1oqOjw/L3Ijc31+E5jb8sAamTklFytg11LUak9IpEQmpfPLZmX0Cfm5YVZ7sU1oCpp/utL8ts9q9qaMHbX7m/vdLJ9r/Y2d69sPbE5m8Pom+t3udtr7i42O1jUHXPdUVFBfr27YudO3di3Lhxlu2LFi3CO++8Y/UkMxs8eDAeeOABPP/885Ztu3btwtVXX42Kigqkp6cjKioKq1atwj333GPZZ82aNfj1r3+N1tZWt+7XfJunT59GRkaGZZ9HHnkEJ06cwGeffWb3nILdc23eDmi/Z4DnxHPS4jlB0llmEjD3WOp1EiDpbHo4HW2XJAnfnajHmcaL6B0TZdlXVoDvTtSjquGC1W3Y27714JmQ61131os85fJ0fPxDpdX5Otqe2DMSCmwX6pl/Sy5uys+w+zhpoe2F4vMpVM/p30WVqujRVhN3e64/v/Z/cd11N7Ln2pXuwxcURXF65bK9/btvd+c2fbVPV9HR0YiOth00pNfrbS4YMT+g9vYV3a4oCpqamhAbG+vR7UiSZHe7o2P0dLs35yS63dNzkiQJzc3NiI2NtXqMtXxOgXqcurY7R8fo6HbUek7ebB+bk2J333GX9ba7fWxOilV+pm12xt9atie73H7z5X1xU36GWxdpBqvo9s245WjkJkciIT4Oz04eane8p73tgP0l5gHHj5MW2p4nzydFUey+5jna31fH6Ol2Nb5GdH/N8/R2JhekY+IwXs/RVZ0SixYlEgbJ8YxDLUok4lPSrTL1d5u0R9XFdUpKCvR6vdXHNwBQXV2NPn362P2dtLQ0u/tHREQgOTnZ6T7m23TnftPS0gAAVVVVSE9Pt7uPGsmyjNLSUl79LYDZiWN23vFXfu5epOmrotvXF/k9M8l+sQx0vvkwz9oQdyk7Ty4KDPcLBfm8FeeL7Nxddl3rnzi5qwIpuL71z0iUmuz+XAIQEZuCD/ILAntgdqi6uI6KisLIkSOxZcsWq2nytmzZgqlTp9r9nbFjx2LDhg1W2zZv3oxRo0ZZLioYO3YstmzZYjXuevPmzZYhIO7cb3Z2NtLS0rBlyxZceeWVAExjtbdv347Fixf74OyJiILD26Lbn8Wyq+MkCmWePA9DUQVSUKHYfvJnWRTvthGqmAlN1cU1AMydOxczZszAqFGjMHbsWLz99ts4efKkZd7q5557DqdPn8a7774LwDQzyLJlyzB37lzMnDkThYWFWLlypWUWEACYPXs2rr32WixevBhTp07F+vXrsXXrVuzYscPt+5UkCXPmzMGiRYswaNAgDBo0CIsWLULPnj2txnITEYUKT4puFstE/uHJtKC/33gwpHq5HX36laayRfFUX1xPnz4dNTU1eOmll1BZWYn8/Hxs2rQJ/fv3BwBUVlbi5MmTlv2zs7OxadMmPPXUU1i+fDkyMjLw+uuvW+a4BoBx48bh/fffxwsvvID58+cjJycHa9eutcxx7c79AsAzzzyDixcv4re//a1lEZnNmzerco7rrgwGQ7APQbOYnThm5x015+eoKFZLsazm7NSO2YkLdHb2nm835aer+roKVxwV0WpeBAdQ+Wwh4SCQKzQSERERubvirKMhXoHYrrYiOuSWPw9lgS6uZVlGXV0dEhMTHV4ZTfYxO3HMzjvMTxyzE8fsxGk1u0CuxOhoe++YKFwWLyElOUlV2YXU8ufkW4qioLy8HAkJCcE+FM1hduKYnXeYnzhmJ47ZidNqdp4O8fLHdvMMP8lJiSKnoArqeUtARERERKRxLK6JiIiIiHyExXUYUvtsJmrG7MQxO+8wP3HMThyzE8fsxGk9O17QGGScLYSIiIhI3Typ19hzHWZkWUZVVRVkWQ72oWgOsxPH7LzD/MQxO3HMThyzExcK2bG4DjOKoqCqqgr8wMJzzE4cs/MO8xPH7MQxO3HMTlwoZMfimoiIiIjIR1hcExERERH5CIvrMCNJEpKSkiBJwVk+VMuYnThm5x3mJ47ZiWN24piduFDIjrOFBBlnCyEiIiJSN84WQg7JsoyTJ09q+ircYGF24pidd5ifOGYnjtmJY3biQiE7FtdhRlEU1NbWavoq3GBhduKYnXeYnzhmJ47ZiWN24kIhOxbXREREREQ+EhHsAwh35ndmjY2NAbk/o9GI5uZmNDY2Qq/XB+Q+QwWzE8fsvMP8xDE7ccxOHLMTp9bszHWaOz3qLK6DrKmpCQCQmZkZ5CMhIiIiImeampoQHx/vdB/OFhJksiyjoqICsbGxAZl2prGxEZmZmSgvL+fsJB5iduKYnXeYnzhmJ47ZiWN24tSanaIoaGpqQkZGBnQ656Oq2XMdZDqdDv369Qv4/cbFxamq0WoJsxPH7LzD/MQxO3HMThyzE6fG7Fz1WJvxgkYiIiIiIh9hcU1ERERE5CMsrsNMdHQ0FixYgOjo6GAfiuYwO3HMzjvMTxyzE8fsxDE7caGQHS9oJCIiIiLyEfZcExERERH5CItrIiIiIiIfYXFNREREROQjLK6JiIiIiHyExTURERERkY+wuA4zb7zxBrKzs2EwGDBy5Eh89dVXwT4kVXn11Vfxk5/8BLGxsUhNTcW0adNw6NAhq30eeOABSJJk9TVmzJggHbG6vPjiizbZpKWlWX6uKApefPFFZGRkoEePHhg/fjyKi4uDeMTqMWDAAJvsJEnCY489BoDtrqsvv/wSU6ZMQUZGBiRJwkcffWT1c3faWWtrK5544gmkpKSgV69euO2223Dq1KkAnkVwOMuuvb0dzz77LAoKCtCrVy9kZGTgV7/6FSoqKqxuY/z48TZt8Re/+EWAzyTwXLU7d56jbHf2s7P32idJEv74xz9a9tFSu2NxHUbWrl2LOXPm4He/+x327duHa665BpMnT8bJkyeDfWiqsX37djz22GP4+uuvsWXLFnR0dGDixIk4f/681X6TJk1CZWWl5WvTpk1BOmL1GTZsmFU2RUVFlp+99tprWLJkCZYtW4Zvv/0WaWlpmDBhApqamoJ4xOrw7bffWuW2ZcsWAMBdd91l2YftzuT8+fMYPnw4li1bZvfn7rSzOXPmYN26dXj//fexY8cONDc349Zbb4XRaAzUaQSFs+wuXLiAvXv3Yv78+di7dy8+/PBDHD58GLfddpvNvjNnzrRqi2+99VYgDj+oXLU7wPVzlO3OfnZdM6usrMTf/vY3SJKEO++802o/zbQ7hcLGVVddpcyaNctqW25urjJv3rwgHZH6VVdXKwCU7du3W7bdf//9ytSpU4N3UCq2YMECZfjw4XZ/JsuykpaWpvzhD3+wbGtpaVHi4+OVN998M0BHqB2zZ89WcnJyFFmWFUVhu3MEgLJu3TrL/91pZ/X19UpkZKTy/vvvW/Y5ffq0otPplE8//TRgxx5s3bOzZ/fu3QoA5cSJE5Zt1113nTJ79mz/HpzK2cvO1XOU7c7EnXY3depU5frrr7fapqV2x57rMNHW1oY9e/Zg4sSJVtsnTpyIXbt2Bemo1K+hoQEAkJSUZLX9iy++QGpqKgYPHoyZM2eiuro6GIenSkeOHEFGRgays7Pxi1/8AqWlpQCAsrIyVFVVWbXB6OhoXHfddWyD3bS1tWH16tV48MEHIUmSZTvbnWvutLM9e/agvb3dap+MjAzk5+ezLXbT0NAASZKQkJBgtf2f//wnUlJSMGzYMPzXf/0XP326xNlzlO3OPWfOnMHGjRvx0EMP2fxMK+0uItgHQIFx7tw5GI1G9OnTx2p7nz59UFVVFaSjUjdFUTB37lz89Kc/RX5+vmX75MmTcdddd6F///4oKyvD/Pnzcf3112PPnj2aXq7VF0aPHo13330XgwcPxpkzZ/Dyyy9j3LhxKC4utrQze23wxIkTwThc1froo49QX1+PBx54wLKN7c497rSzqqoqREVFITEx0WYfvh52amlpwbx583DPPfcgLi7Osv3ee+9FdnY20tLScODAATz33HP4/vvvLUOZwpWr5yjbnXveeecdxMbG4o477rDarqV2x+I6zHTtBQNMBWT3bWTy+OOP44cffsCOHTustk+fPt3yfX5+PkaNGoX+/ftj48aNNi8G4Wby5MmW7wsKCjB27Fjk5OTgnXfesVzYwzbo2sqVKzF58mRkZGRYtrHdeUaknbEtdmpvb8cvfvELyLKMN954w+pnM2fOtHyfn5+PQYMGYdSoUdi7dy9GjBgR6ENVDdHnKNudtb/97W+49957YTAYrLZrqd1xWEiYSElJgV6vt3l3XF1dbdPDQ8ATTzyBjz/+GNu2bUO/fv2c7pueno7+/fvjyJEjATo67ejVqxcKCgpw5MgRy6whbIPOnThxAlu3bsXDDz/sdD+2O/vcaWdpaWloa2tDXV2dw33CWXt7O+6++26UlZVhy5YtVr3W9owYMQKRkZFsi910f46y3bn21Vdf4dChQy5f/wB1tzsW12EiKioKI0eOtPn4ZMuWLRg3blyQjkp9FEXB448/jg8//BCff/45srOzXf5OTU0NysvLkZ6eHoAj1JbW1lYcPHgQ6enplo/zurbBtrY2bN++nW2wi7///e9ITU3FLbfc4nQ/tjv73GlnI0eORGRkpNU+lZWVOHDgQNi3RXNhfeTIEWzduhXJyckuf6e4uBjt7e1si910f46y3bm2cuVKjBw5EsOHD3e5r6rbXRAvpqQAe//995XIyEhl5cqVSklJiTJnzhylV69eyvHjx4N9aKrx6KOPKvHx8coXX3yhVFZWWr4uXLigKIqiNDU1KU8//bSya9cupaysTNm2bZsyduxYpW/fvkpjY2OQjz74nn76aeWLL75QSktLla+//lq59dZbldjYWEsb+8Mf/qDEx8crH374oVJUVKT88pe/VNLT05ndJUajUcnKylKeffZZq+1sd9aampqUffv2Kfv27VMAKEuWLFH27dtnmdHCnXY2a9YspV+/fsrWrVuVvXv3Ktdff70yfPhwpaOjI1inFRDOsmtvb1duu+02pV+/fsr+/futXgNbW1sVRVGUo0ePKgsXLlS+/fZbpaysTNm4caOSm5urXHnllWGdnbvPUbY7+89ZRVGUhoYGpWfPnsqKFStsfl9r7Y7FdZhZvny50r9/fyUqKkoZMWKE1RRzZJoiyN7X3//+d0VRFOXChQvKxIkTld69eyuRkZFKVlaWcv/99ysnT54M7oGrxPTp05X09HQlMjJSycjIUO644w6luLjY8nNZlpUFCxYoaWlpSnR0tHLttdcqRUVFQTxidfnss88UAMqhQ4estrPdWdu2bZvd5+n999+vKIp77ezixYvK448/riQlJSk9evRQbr311rDI01l2ZWVlDl8Dt23bpiiKopw8eVK59tprlaSkJCUqKkrJyclRnnzySaWmpia4JxYAzrJz9znKdmf/OasoivLWW28pPXr0UOrr621+X2vtTlIURfFr1zgRERERUZjgmGsiIiIiIh9hcU1ERERE5CMsromIiIiIfITFNRERERGRj7C4JiIiIiLyERbXREREREQ+wuKaiIiIiMhHWFwTEREREfkIi2siIiIiIh9hcU1ERAE1fvx4rFq1KtiHQUTkFyyuiYiIiIh8hMU1EREREZGPsLgmIiIiIvIRSVEUJdgHQUREoWvRokVYtGiR5f8XL15EZGQkIiIiLNuam5uDcWhERD7HnmsiInLpxRdfhCRJWLNmjd2fv/XWW5AkCf/zP/9j87NZs2Zh//79lq9Ro0bhpZdestpGRBQqIlzvQkRE4W7cuHEAgG+++Qb33HOP1c/q6urwwgsvIDc3F48//rjN7yYlJSEpKcny/x49eiA1NRWXXXaZfw+aiCgIWFwTEZFLY8aMgU6nw+7du21+tmDBApw7dw7/+Mc/EBkZGYSjIyJSDw4LISIil+Li4pCXl4f9+/ejvb3dsr24uBgrVqzArbfeikmTJgXxCImI1IE910RE5JZx48bhwIED+OGHHzBy5EgAwJNPPgmdToclS5a4fTtffPGFn46QiCj42HNNRERuMY+7Ng8N+eCDD/D5559jzpw5GDRoUDAPjYhINTgVHxERueXw4cMYMmQI7r//frz55psYOnQoWlpacPjwYcTGxgb78IiIVIHDQoiIyC2DBw9GSkoKdu/ejddeew3Hjx/H3//+dxbWRERdsOeaiIjcNmXKFGzatAnR0dHIz8/HN998A0mSgn1YRESqwTHXRETktnHjxkGWZbS0tOD1119nYU1E1A2LayIictuAAQMAAPfddx/GjBkT3IMhIlIhDgshIiK3KIqC0aNH4+DBgzh06BAyMjKCfUhERKrDCxqJiMgty5cvx7fffos///nPLKyJiBxgzzURETl06tQprF69GocPH8Y//vEPXH311fj888+h03FUIRGRPey5JiIihzZv3oznnnsOSUlJuOeee7B06VIW1kRETrDnmoiIiIjIR9j9QERERETkIyyuiYiIiIh8hMU1EREREZGPsLgmIiIiIvIRFtdERERERD7C4pqIiIiIyEdYXBMRERER+QiLayIiIiIiH2FxTURERETkIyyuiYiIiIh8hMU1EREREZGPsLgmIiIiIvKR/x9T7PeuFtMQDAAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 800x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "def plot_stresses(stress_n32, stress_n61):\n",
+    "    \"\"\"\n",
+    "    Plots stress components (uv, uw, vw) from stress_n32 and stress_n61 for comparison.\n",
+    "    \n",
+    "    Parameters:\n",
+    "        stress_n32 (pd.DataFrame): DataFrame containing stress components for case n32.\n",
+    "        stress_n61 (pd.DataFrame): DataFrame containing stress components for case n61.\n",
+    "    \"\"\"\n",
+    "    plt.figure(figsize=(8, 6))\n",
+    "    \n",
+    "    # Define column mappings for LaTeX labels\n",
+    "    labels = {\n",
+    "        'uv': r'$\\langle u v \\rangle$ (Radial . Tang)',\n",
+    "        'uw': r'$\\langle u w \\rangle$ (Radial . Axial)',\n",
+    "        'vw': r'$\\langle v w \\rangle$ (Tang . Axial)'\n",
+    "    }\n",
+    "    \n",
+    "    for column, latex_label in labels.items():\n",
+    "        plt.figure(figsize=(8, 6))\n",
+    "        if (column == 'uw'):\n",
+    "            plt.plot(stress_nr['y+'], stress_nr[\"<u_r u_z>\"], label=f'non-rot {latex_label}', linestyle='--', marker='s')\n",
+    "        plt.plot(stress_n32['y+_u'][stress_n32['y+'] <= 30], stress_n32[column], label=f'n32 {latex_label}', linestyle='-', marker='o')\n",
+    "        plt.plot(stress_n61['y+_u'], stress_n61[column], label=f'n61 {latex_label}', linestyle='--', marker='s')\n",
+    "        # Labels and formatting\n",
+    "        plt.xlabel(r'$y^+$', fontsize=14)\n",
+    "        plt.ylabel(latex_label, fontsize=14)\n",
+    "        plt.legend(fontsize=12)\n",
+    "        plt.grid(True, linestyle='--', alpha=0.6)\n",
+    "        plt.title(f'Comparison of {latex_label} between n32 and n61', fontsize=14)\n",
+    "        plt.show()\n",
+    "\n",
+    "# Example usage (assuming stress_n32 and stress_n61 are valid DataFrames)\n",
+    "plot_stresses(stress_n32, stress_n61)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "852281d9-d60f-4596-bd74-44782fa33300",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "uv\n",
+      "uw\n",
+      "vw\n"
+     ]
+    }
+   ],
+   "source": [
+    "labels = {\n",
+    "    'uv': r'$\\langle u v \\rangle$ (Radial . Tang)',\n",
+    "    'uw': r'$\\langle u w \\rangle$ (Radial . Axial)',\n",
+    "    'vw': r'$\\langle v w \\rangle$ (Tang . Axial)'\n",
+    "}\n",
+    "for column, latex_label in labels.items():\n",
+    "    print(column)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "77c10be4-626d-4c22-a0a8-00074f37ac4a",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:base] *",
+   "language": "python",
+   "name": "conda-base-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}