diff --git a/codigo/Meteoritos_python100.ipynb b/codigo/Meteoritos_python100.ipynb
index d9e0c25a40a3c51cbbc8c0f18d5dedbd211c6a25..735aef14129ebbdf3446745dfd649eca5fa5e6c6 100644
--- a/codigo/Meteoritos_python100.ipynb
+++ b/codigo/Meteoritos_python100.ipynb
@@ -355,7 +355,7 @@
    "metadata": {},
    "source": [
     "De acuerdo a la información dada arriba, es necesario filtrar la información por fechas.\n",
-    "Datos antes de 860 y después del 2016 y los datos donde tanto la latitud como la longitud sean cero son datos incorrectos"
+    "Datos antes de 860 y después del 2016 y los datos donde tanto la latitud como la longitud sean cero son datos incorrectos. También eliminar filas que tengan algun valor NaN"
    ]
   },
   {
@@ -676,7 +676,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -1038,7 +1038,7 @@
        "26416  Found  2011.0  58.58333   13.43333    (58.583330, 13.433330)  "
       ]
      },
-     "execution_count": 30,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1049,7 +1049,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -1069,7 +1069,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
@@ -1102,7 +1102,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -1123,7 +1123,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -1144,12 +1144,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 288x360 with 1 Axes>"
       ]
@@ -1163,23 +1163,25 @@
    "source": [
     "# -- definir la cantidad de meteoritos por cuadrante\n",
     "\n",
-    "NE = len(data_met[(data_met['reclat'] > 0) & (data_met['reclong'] > 0)])\n",
-    "NO = len(data_met[(data_met['reclat'] > 0) & (data_met['reclong'] <= 0)])\n",
-    "SE = len(data_met[(data_met['reclat'] <= 0) & (data_met['reclong'] > 0)])\n",
-    "SO = len(data_met[(data_met['reclat'] <= 0) & (data_met['reclong'] <= 0)])\n",
+    "NE = data_met[(data_met['reclat'] > 0) & (data_met['reclong'] > 0)]\n",
+    "NO = data_met[(data_met['reclat'] > 0) & (data_met['reclong'] <= 0)]\n",
+    "SE = data_met[(data_met['reclat'] <= 0) & (data_met['reclong'] > 0)]\n",
+    "SO = data_met[(data_met['reclat'] <= 0) & (data_met['reclong'] <= 0)]\n",
     "\n",
     "# -- hacer un array 2x2 con los datos\n",
-    "con_mat = np.array([[int(NE),int(NO)],[int(SE),int(SO)]])\n",
+    "con_mat = np.array([[len(NE),len(NO)],[len(SE),len(SO)]])\n",
     "# -- normalizarlos el Norte es 100% y el sur es 100%\n",
-    "con_mat_norm = np.around(con_mat.astype('float') / con_mat.sum(axis=1)[:, np.newaxis], decimals=2)\n",
+    "con_mat_norm = np.around(con_mat.astype('float') / con_mat.sum(axis=1)[:, np.newaxis], decimals=3)\n",
+    "# -- normalizar en totalidad, los cuatro cuadrantes son el 100%\n",
+    "con_mat_normfull = np.around(con_mat.astype('float') / con_mat.sum(), decimals=3)\n",
     "# -- crear un dataframe para ver que este bien ordenado\n",
     "con_mat_df = pd.DataFrame(con_mat_norm,\n",
     "                     columns = ['E','O'], \n",
     "                     index = ['N','S'])\n",
     "# -- crear el texto para poner dentro de cada cuadrado del cuadrante\n",
     "# -- el numero total y el porcentaje\n",
-    "labels = [f\"{v1}\\n{v2*100}%\" for v1, v2 in\n",
-    "          zip(con_mat.flatten(),con_mat_norm.flatten())]\n",
+    "labels = [f\"{v1}\\n{v2*100}%\\n{v3*100}%\" for v1, v2, v3 in\n",
+    "          zip(con_mat.flatten(),con_mat_norm.flatten(),con_mat_normfull.flatten())]\n",
     "labels = np.asarray(labels).reshape(2,2)\n",
     "\n",
     "# -- definir los labels para eje x y eje y\n",
@@ -1201,12 +1203,192 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "La gran mayoría de meteoritos se encuentra en el hemisferio este y en el hemisferio sur. Al comparar a ojo con los mapamundis mostrados mas abajo, pareciera que hubiera mas meteoritos en el hemisferio norte."
+    "La gran mayoría de meteoritos se encuentra en el hemisferio este y en el hemisferio sur. Al comparar a ojo con los mapamundis mostrados mas abajo, pareciera que hubiera mas meteoritos en el hemisferio norte.\n",
+    "\n",
+    "El $68$$\\%$ de los meteoritos ha caido en el hemisferio sur este."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(array(['Relict', 'Valid'], dtype=object), array([  17, 6112]))\n",
+      "(array(['Valid'], dtype=object), array([2190]))\n",
+      "(array(['Relict', 'Valid'], dtype=object), array([    4, 21569]))\n",
+      "(array(['Valid'], dtype=object), array([1813]))\n",
+      "(array(['Fell', 'Found'], dtype=object), array([ 676, 5453]))\n",
+      "(array(['Fell', 'Found'], dtype=object), array([ 260, 1930]))\n",
+      "(array(['Fell', 'Found'], dtype=object), array([   81, 21492]))\n",
+      "(array(['Fell', 'Found'], dtype=object), array([  46, 1767]))\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(np.unique(NE['nametype'], return_counts=True))\n",
+    "print(np.unique(NO['nametype'], return_counts=True))\n",
+    "print(np.unique(SE['nametype'], return_counts=True))\n",
+    "print(np.unique(SO['nametype'], return_counts=True))\n",
+    "\n",
+    "print(np.unique(NE['fall'], return_counts=True))\n",
+    "print(np.unique(NO['fall'], return_counts=True))\n",
+    "print(np.unique(SE['fall'], return_counts=True))\n",
+    "print(np.unique(SO['fall'], return_counts=True))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Conteo por nametype\n",
+    "<br>Relict: meteoritos degrados por el ambiente\n",
+    "<br>Valid: meteoritos intactos"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 288x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# -- hacer un array 2x2 con los datos\n",
+    "con_mat = np.array([[np.unique(NE['nametype'], return_counts=True)[1][0],0],\n",
+    "                    [np.unique(SE['nametype'], return_counts=True)[1][0],0]])\n",
+    "\n",
+    "con_mat1 = np.array([[np.unique(NE['nametype'], return_counts=True)[1][1],np.unique(NO['nametype'], return_counts=True)[1][0]],\n",
+    "                    [np.unique(SE['nametype'], return_counts=True)[1][1],np.unique(SO['nametype'], return_counts=True)[1][0]]])\n",
+    "\n",
+    "# -- normalizar en totalidad, los cuatro cuadrantes son el 100%\n",
+    "con_mat_norm = np.round(con_mat.astype('float') / con_mat.sum(), 2)\n",
+    "\n",
+    "con_mat_norm1 = np.round(con_mat1.astype('float') / con_mat1.sum(),5)\n",
+    "\n",
+    "\n",
+    "# -- crear un dataframe para ver que este bien ordenado\n",
+    "con_mat_df = pd.DataFrame(con_mat_norm,\n",
+    "                     columns = ['E','O'], \n",
+    "                     index = ['N','S'])\n",
+    "# -- crear el texto para poner dentro de cada cuadrado del cuadrante\n",
+    "# -- el numero total y el porcentaje\n",
+    "labels = [f\"R :{v1}\\nR :{v2*100}%\\nV :{v3}\\nV :{v4*100}%\" for v1, v2, v3, v4 in\n",
+    "          zip(con_mat.flatten(),con_mat_norm.flatten(),con_mat1.flatten(),con_mat_norm1.flatten())]\n",
+    "labels = np.asarray(labels).reshape(2,2)\n",
+    "\n",
+    "\n",
+    "# -- definir los labels para eje x y eje y\n",
+    "categoriesy = [\"Norte\", \"Sur\"]\n",
+    "categoriesx = [\"Este\", \"Oeste\"]\n",
+    "\n",
+    "fig, ax = plt.subplots(figsize=(4, 5))\n",
+    "# -- usar seaborn para crear el plot\n",
+    "ax = sns.heatmap(con_mat, annot=labels,cbar=False,fmt='',xticklabels=categoriesx,yticklabels=categoriesy,cmap='Pastel1_r')#plt.cm.Blues)\n",
+    "plt.tight_layout()\n",
+    "ax.set_ylabel('Ecuador'r'$\\rightarrow$' ,rotation=360, labelpad=25, fontsize=15)\n",
+    "ax.set_xlabel(r'$\\uparrow$''\\n Greenwich ',rotation=360, fontsize=15)\n",
+    "ax.yaxis.set_label_coords(-0.21, 0.48)\n",
+    "ax.set_title('Distribución de los Meteoritos al dividir la Tierra en cuatro cuadrantes,\\nde acuerdo al nametype R: degradado, V: intacto', fontsize = 15)\n",
+    "\n",
+    "\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "No hay meteoritos degradados por el clima en el hemisferio oeste. El $81\\%$ de los meteoritos clasificados como degradados se encuentran en el hemisferio norte.\n",
+    "\n",
+    "El $68\\%$ de los meteoritos intactos se encuentran en el hemisferio sur, coincidiendo con el conteo total de meteoritos."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Conteo por fall\n",
+    "<br>Fell: visto caer\n",
+    "<br>Found: encontrado en tierra\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 288x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "con_mat2 = np.array([[np.unique(NE['fall'], return_counts=True)[1][0],np.unique(NO['fall'], return_counts=True)[1][0]],\n",
+    "                    [np.unique(SE['fall'], return_counts=True)[1][0],np.unique(SO['fall'], return_counts=True)[1][0]]])\n",
+    "\n",
+    "con_mat12 = np.array([[np.unique(NE['fall'], return_counts=True)[1][1],np.unique(NO['fall'], return_counts=True)[1][1]],\n",
+    "                    [np.unique(SE['fall'], return_counts=True)[1][1],np.unique(SO['fall'], return_counts=True)[1][1]]])\n",
+    "\n",
+    "# -- normalizar en totalidad, los cuatro cuadrantes son el 100%\n",
+    "con_mat_norm2 = np.round(con_mat2.astype('float') / con_mat2.sum(), 4)\n",
+    "\n",
+    "con_mat_norm12 = np.round(con_mat12.astype('float') / con_mat12.sum(),7)\n",
+    "\n",
+    "\n",
+    "labels1 = [f\"Fe :{v1}\\nFe :{v2*100}%\\nFo :{v3}\\nFo :{v4*100}%\" for v1, v2, v3, v4 in\n",
+    "          zip(con_mat2.flatten(),con_mat_norm2.flatten(),con_mat12.flatten(),con_mat_norm12.flatten())]\n",
+    "labels1 = np.asarray(labels1).reshape(2,2)\n",
+    "\n",
+    "fig, ax = plt.subplots(figsize=(4, 5))\n",
+    "# -- usar seaborn para crear el plot\n",
+    "ax = sns.heatmap(con_mat, annot=labels1,cbar=False,fmt='',xticklabels=categoriesx,yticklabels=categoriesy,cmap='Pastel1_r')#plt.cm.Blues)\n",
+    "plt.tight_layout()\n",
+    "ax.set_ylabel('Ecuador'r'$\\rightarrow$' ,rotation=360, labelpad=25, fontsize=15)\n",
+    "ax.set_xlabel(r'$\\uparrow$''\\n Greenwich ',rotation=360, fontsize=15)\n",
+    "ax.yaxis.set_label_coords(-0.21, 0.48)\n",
+    "ax.set_title('Distribución de los Meteoritos al dividir la Tierra en cuatro cuadrantes,\\nde acuerdo al fall Fe: caido, Fo: encontrado', fontsize = 15)\n",
+    "\n",
+    "\n",
+    "\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "El $64\\%$ de los meteoritos vistos caer se encuentran en el hemisferio norte-este.\n",
+    "\n",
+    "El $70\\%$ de los meteoritos encontrados en tierra se encuentran en el hemisferio sur-este."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -1268,7 +1450,7 @@
        "15582  17.91667  (-19.583330, 17.916670)  "
       ]
      },
-     "execution_count": 14,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1279,7 +1461,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -1596,7 +1778,7 @@
        "26416  58.58333   13.43333    (58.583330, 13.433330)  "
       ]
      },
-     "execution_count": 15,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1614,7 +1796,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1625,7 +1807,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1636,7 +1818,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -1691,16 +1873,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.legend.Legend at 0x7ff702da5950>"
+       "<matplotlib.legend.Legend at 0x7f84bec8f690>"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 23,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -1746,16 +1928,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.legend.Legend at 0x7ff7026e40d0>"
+       "<matplotlib.legend.Legend at 0x7f84bec12d50>"
       ]
      },
-     "execution_count": 20,
+     "execution_count": 24,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -1790,7 +1972,134 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Por el mapamundi, se ve que en continente Europeo y el Asiático hay mayor cantidad de meteoritos vistos caer que encontrados ya en tierra, a diferencia del Norte de América."
+    "Por el mapamundi, se ve que en continente Europeo y el Asiático hay mayor cantidad de meteoritos vistos caer que encontrados ya en tierra, a diferencia del Norte de América. Veamos!!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Delimitar norte américa y mirar cuantos meteoritos hay en total y hacer el conteo por los vistos caer y los encontrados."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1801\n",
+      "(array(['Fell', 'Found'], dtype=object), array([ 179, 1622]))\n"
+     ]
+    }
+   ],
+   "source": [
+    "NA = data_met[(data_met['reclat'] >= 14) & (data_met['reclat'] <= 68) & \n",
+    "                  (data_met['reclong'] >= -150) & (data_met['reclong'] <= -65)]\n",
+    "print(len(NA))\n",
+    "print(np.unique(NA['fall'], return_counts=True))\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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X8+3btzQ1NWX79u3ZpEkTNm7cmM2aNWP16tXZokULfvv2LR2sTxpKpZLbt28nAAJg586defLkSb58+TLB7fr06cNVq1bx4MGD7NKlCwsWLEgbG5sU2fD48WOh/4IFC7J48eLMnTt3itpKL5RKpWCjaunWrRsfPHiQ2aZlKo8ePSIAvnnzhsuWLeOsWbN48uRJnj9/XvhdZ8yYQaVSycGDB3Pp0qWZbXKW5+XLl/z+/Xu830dERFBTU5MuLi5xfn/nzh0CoImJCatVq8aDBw/GWkdXV5f79u1LM5uzOm5ubly1ahVHjRpFT0/PWN8rlUp+/vyZAQEBvH79OocOHZoJViaPU6dOUUdHhyEhIZlmw549e2hpaZni7W1tbTls2DA6OTmloVWkjY0N/wX/TaFQCP//tb9x+7LxfRHnyv/AgUspPj4+f73jq8LPz49BQUFs0aIFGzRowGnTpvHdu3dq60RERPDOnTs0NTWltrY2W7Zsydq1a7NGjRps0aIFp02bxmfPntHFxYVubm78/PkzFQoF9+7dy8qVK7NRo0bs2LEj58+fzx8/fmT4PkZFRbFDhw5cu3at4NjduHGDSqWSX79+5dmzZ9XWd3Z25pYtWwiAY8eOpZ+fX6r6//nzJ62srPjy5Uv6+PjQx8cnVe2lB0qlUvi/m5sb582bJxyrihUrZtgDyM3NjQA4YcKEDOkvIaRSKbW1tdmsWTM6ODgIDxwArFGjBk+ePMmgoCDhxeFfuWekFHd3dwJg/vz5mT9/ftra2qaoHT8/P+7atYsA6OLiwrdv3xIA27VrxwEDBvDDhw8cPnw47e3t03gPsjYeHh4cMmQI+/TpIzgNqvN18eLF7NatGwFw/vz5mWxp4ly/fp0zZsxQc34yGh8fHw4ePJh2dnZJWj8iIoKPHz/msmXLqKenx+XLl9PR0TFdbDM1NeXUqVMZGRmZLu1nNRJyfMVQhzTi58+fOHPmDCZOnJjZpmQYZHRiycmTJ3HlyhWEhoaiaNGikEqlCA4ORvny5dGsWTNoaWlBU1MTNWrUQJ48eZLUrqenJz5//gwLCwtYW1vj+fPnGR4TuXLlSrx79w5hYWF4+PAhevfujcKFC+PRo0cYMWIEFi1alKH2/ClERERg/fr1WLx4caxYy/Tg1KlTGDZsGC5cuIABAwbEssXS0jLTpvhUSSY3btxAy5Yt8fLlSxw+fBjHjx+HVCpFgQIF8Pr1a9StWxc5c+bMFBuzMqdPn4aRkRFq1qyJbt26YcmSJSk+ThMnTsSuXbswbNgw1K5dG+fOnYOtrS1y5syJ8+fPY8yYMWjbti3Onj2bxnuRtbl27Rr69OkT6/MXL16gRYsWkMlkyJ49e6rjVtObsWPHYt++fZkeOhQaGorZs2dDoVBAqVQiZ86ckEql8PHxwePHj6Grqwsg+jmnoaGB5s2bo2nTpqhXr1662hUUFITmzZsjW7Zs+PLlS7r2lRWQSCRijG968y86vr8TGRkJBwcH5MuXD5UqVUqzG1CHDh2wfPlytG3bNk3aSy67d+/GhAkTcPfuXfz8+RM7d+6EpaXlH+moREZGwtvbGyVKlBASAv4GPn/+jFq1aqmdcz9//kTJkiUBxE52yggCAgJQtGhRNGjQAAcOHICdnR2CgoIwb948rF27FrVq1UJUVBSGDRuGwMBAAEDVqlXh4OCQ4bZmVfgrkTAkJASdO3dOs3Y9PDywfv16mJiY4PXr17C0tIS+vj46dOiQZn38KaheHHPmzImlS5eiRo0aqF69OpycnOJ0iLMi7969w44dO3DgwIHMNkUNMlotJVeuXJnS/8+fP3HlyhX4+PjA398f/v7+OHDgQKa/HGQEouObAYiOb/qhr6+P3LlzZ4oKhKmpKQIDA2FjYwM9PT00aNAADRo0QNGiRQEAW7ZswdGjR1GlShWcO3cuw+2LD5J4/vw5Pn78iPDwcDg7OyM8PBwaGhp4+/YtXr58Kax74sQJANGJQQqFIlUJSlmB1q1bw8rKCgDQsmVLPH36NNVqJCnl7t272LVrFy5dugQAWLx4MbS0tGBjYwNTU1O1dc3MzLBy5cpMsFJEJG3w8/PDjRs3sGzZMrUXuC5dumDr1q2oXbs2gGjViOzZs6f4uly0aBHc3NyQLVs2REVFISoqClu3bv3rkxOTw/fv3zFp0iTMnDkTFSpUQMGCBbO0kkxak5DjK8b4phH/UoxvRuPi4kItLS1OmTIlzkSM9MTQ0JAREREsU6YMHz16pPbd69ev2bhxY1paWnL+/PnU19fn+/fvM9Q+kvz8+TPHjRvHMWPG0MjIiAYGBjQ2NubOnTtpY2PDT58+MSAgINZ2UqmUd+/e5fTp04W4vty5c6vF7v6JuLu788yZMwwNDc1sU9RwdnYmAJ44cYI+Pj4sU6aMcNyXLl1KABw4cGCm2ff69Wt6e3tnWv8i/yc8PJy3b9/mpk2bkhSTKZfL+fHjR3p4ePDKlSu8evVqsvrr0aMHATBHjhz8+PFjiu8BRYsWjZX0GnMZOnQolUolFy1axDZt2iS7faVSyWXLlhEAIyMjqVAo/vj7VXrg5OTEwYMHZ0p+TFYBYnJb+uPj48Pt27dnthl/LVZWVhw5ciTr1avHmjVrsnr16uzZsydfvXqV7v327t2brVu3plwuV/vu+fPnNDIy4tixY6mjo8Px48cLjk164uDgwEOHDnHJkiUEwHnz5iXJ4fb396e3tzefPXvGxYsXEwBLly7NHTt20MvLK1kPEB8fH3758iU1u/FPEhISouYI2NnZ8enTp5RKpQwKCkqxEkhqGTRoEDt06EAAXL16Nbds2cKIiIhMsUWEfP/+vXCOnDx5MtH19+7dK6yfPXt2HjhwgCR5//59amlpUVtbm/v376dUKo1z+4iICFpZWQkvY+vWrUux7f7+/sL/Q0JCeOPGDVarVk2wr0SJEgTAUqVKJblN1fFo2bIlATAsLCzF9v3NuLu788CBA6xYsSIBsFWrVjQ2NuayZcu4YMECGhkZ0cTEJFXKE+lBzGePl5dXmiRzJ+T4iqEOaYSvry9OnTqFSZMmZbYp/wQymQx79uzBoUOHQBKzZ8/GwIEDk5Q8lx5ERkbi/v37iIiIwNOnT4VKYElFqVRCIpEgIiICDg4OyJ07N44cOYLTp0/D19cXo0aNQnh4OGQyGapUqYLOnTujYsWKKFOmTKLThYGBgbCyskKvXr0wYcIENGnSBC1atED16tWTHNagVCpx8eJFWFpaIiIiAocPH1azO6sglUoREhKSpaf0rKyscPPmTSxfvhw5cuSAtbU1GjVqlKk2ubm54fXr19i5cyc+fvyIPXv24MyZM6hatSqWL1+eqbYlhoODA+rVq4dx48Yl+7rLykRGRqJs2bIoXrw4vn37luC6jo6O+O+//7Br1y6MHz8eQHSSVYECBSCRSKCvr49Lly4hODgY5ubmGDVqVJztREVFYdOmTRg3bhwKFCiA0NBQ2Nvbo3Tp0nj//j2aNWuGUqVKCetHRETgwYMHePHiBWbOnIlChQrF2S4ZXYVMS0sLISEhwuevXr1C48aNYyXOvX//Ht+/f0euXLlgY2ODY8eOYcaMGdDV1QVJFChQIEnH8F+BJBYvXoyoqChoa2ujVq1asLe3h7W1NT59+iQcy9KlS0MqlaJTp07Q19fPVJv19PRw4sQJ1K5dG58/fwYAdO3aFW3btlVLHD958iSGDh2a7PbFUIcM4OfPn+KIbybx4MED9unThxUrVuTbt28zVc4mOfz48YN37tzhhg0bCIDZsmVjnz59uGXLFq5fv54jRozg5s2buXv3bgYHB6eoj2PHjhEAq1SpwqCgoBS1IZVKCYAFChRgeHg4a9SowXLlyrFNmzZs165ditpMK27evEkAbNq0KfX09NixY0eWL1+eDRs2zFS7ksKPHz/YokULAqCWllaKf5/UEBkZKdgwd+5c2tvbc9euXezSpQurVq1KABwzZgw9PDz4+fPnDLcvMQoUKMCSJUvSzMyMS5cupVQqpYGBAaOiojLbtDQhIiIiSSPvdnZ23Llzp9pnUVFRdHNzU/ssODg41sxVfOzevTvWKK2mpqZa2IKRkRHPnDnDK1euUEdHJ94RZdU9OSAggNu3b2eXLl04ceJEVq1alS1bthTubz4+Pty9eze1tLR46tQpnjp1irdv3xbDGeLh/fv3NDMzo56eXpJmBrIKkZGRajNf9evXZ6tWrdQ+Uz0XBw8eTLlcTnd392T1AXHEN/0RR3wzn8ePH2Pq1KkICwuDpqYm7ty5k6ESPFFRUXB1dUWlSpXg6+uLsmXLwt7eHhs2bEDu3LlRr149BAUFwdbWFrly5UKpUqVQv3591K9fH9WqVUNYWBjy5s0LDQ2NNLFHLpdDT08P379/R5UqVZAnTx48ffoUzZo1g4WFBSpUqIAaNWqgQ4cOqFq1KjQ0NEASuXLlgouLC/z8/ODh4YHw8HAEBwdj//79KFGiBOrWrYv27dtj3759WLt2LebMmZMm9qaEFStW4NWrV/j8+TMqV64MfX199OrVCwMHDsTt27eRO3fuTLMtqQQHB2PcuHE4deoUFApFhp6zDx48wKxZs9CgQQNMnTpVrZqimZkZVq9eLfxdrFgxeHl5ZYnkxxYtWiBXrlx48uQJACBbtmyCdBwAhISEIH/+/Jll3l+Bvb09OnfuDFNTU3Tt2hXFihVDkSJF4l1/xYoV6NOnD96+fQsDAwMA0fdE1TVoaWkJDw8P1KxZE3Xq1EGjRo3w4sWLWG2amppi0aJFf8S1mxlERkbi8ePHsLCwQI0aNWBgYJCk6qJZAblcjhw5cqBHjx5o1KgR3r9/D09PT1SoUAFXrlwR1hs3bhz27NkjKI6oiG+G8ciRI1ixYgXs7e2Fz0RVhwxAdHwzn8ePH2P//v2wsbGBQqGAjY2NWt3y9EQqlUJHRwfly5eHUqlE4cKF4eXlhfDwcEybNg158+ZFZGQkcuXKpVbvPjIyEj9//kSZMmWwdetWrFu3Dv369QMgXLjC/4HoCz9btmxo0aIFhg4dmmxJMl9fX3z+/FlQPahcuTKaNm0KJycnKBQKIdxCU1MTJUqUQIkSJdSkeEji9evXaNasmfB3ZmFqaoo1a9agTZs2MDAwgK2tLXbs2IFBgwahRIkS2L17d6bZ9jegUChw/vx59OnTB4GBgShdunSGhLV8/PgRderUSbCvcuXKQVNTE7ly5cLy5cuxe/dujBkzBg0bNoSpqSkWL16MsmXLprutfztBQUF48OAB7Ozs4OfnB39/f+TJkwd169bFgAED1MIeQkJCoK2tjbdv36JTp06Qy+WoU6cO1q1bh4oVK8LV1RXz58/Hhg0bMHbsWOzYsQNAtLRc4cKF4erqKqg+ANHXt6rc97+OQqGAhYUFHj9+jBw5cqB9+/bo3r17lg7pig9fX1+sW7cO69evFz47fPgwQkJCsGbNGlSrVg27d+9GrVq1hO+3bt2KadOmAQCKFy8OHx8fSCQSKJVKXLlyBQMGDIh1voiObwYgOr6Zi5mZGW7evAk9PT2MGTMGhQsXztD+3dzcMHfuXBw5cgTZs2eHpaUlunXrhnnz5qFQoUKQSqX49u0b8ubNC7lcLozq5sqVC4ULF4a7uzvevn2Lrl27qt0Q4kImk+HJkyfYtm0bSpUqBYlEgv79+6NHjx7xbqOUy/FQzww+z9+hxcZZqKzbLdn7GHP0BoiOHY4vpi8jCAsLw/379xEYGAhra2tYW1vj9evXAIAzZ85g8ODBSWrn95cLkbTlxo0b6N27NywtLdGxY8dY3yuVSly7dk1wkE6cOIH9+/fD3d0dXbt2RZs2beJsNzQ0VBzVzQR8fHxQqlQpnD17Fjo6OrG+jzlr4ejoCKVSCUNDQwQHB6NHjx6oVq0aihUrhmvXrsHb2xtnzpxR+x0dHR2RJ08e8cUlBp6enjA2NsaFCxf+SP14IDoe3MbGBq1bt0b27Nnh7e0NpVKJokWL4vr169DV1cWIESMwdOhQdOvWTW3miyScnJxQqlQpjBkzBtmzZ8fz58/h4uICAFizZg3mzp0LmUwGpVKJd+/eoWXLlqLjm974+vri5MmTmDx5cmab8k8ya9YsfPjwAdevX0+zUIHkYm1tjc2bNyNHjhw4duwYmjVrpqaXC8TvZL1+/RrOzs7Q0dGBtbU1WrZsCQAYNmwY8ufPD7lcjuzZs6NGjRpo3749cubMicjISISEhOD8+fNo2bJlvAkrABD4xRlXmg0HAJRoVR897+5N1r6pijFUqVIFfn5+2L9/f5Idy4xCoVBg0KBBkMvlOHPmDHLlyoUTJ07gx48f+PnzJ8zMzGK9EHl7e6Ny5cqIiIjI1NHrPw2pVIpBgwYhMjISI0eOhL29PR4+fIgePXpg9uzZcHNzQ5EiRVCkSBFMnjwZ9evXx8aNG7Fp0yacPHkSJiYmKFWqFPLly4cDBw5g8eLFAKI1mLW1tWFmZgYAwnn+r72UuLi4QKFQoFKlSpBKpciRIwfc3d2RI0cOZM+eHXPnzsXRo0exe/duGBkZpXv4iVKpREhICDZu3Ag3Nzd4eHjg7t27AKLvDbly5ULevHlx584drF27Fo8fP0bDhg3x6tUrAMDly5cxceJEZMuWDaamptiyZQu0tLTQtm1bDBs2LNMKPPxJ3Lx5E0eOHMGAAQMwePDgLF9J73d+L+QxdOhQfP78Ge3bt8f69etx9epVREVFYcSIEbC1tUX9+vUTbK9v377o1KkTvLy8EBUVBalUChsbG8jlchQvXhx3794Vk9vSG19fX27bti2zzfhnef78OVu0aMG2bdvyzZs3mWaHp6cn16xZk6pkjIiICH748IHr16/nsGHDaGRkxGnTpjEoKIgfPnzg7t27uXPnTu7du5fHjh1LUtC/PErK2z0n0qKwFr+ZX2ZoaCh//PjBoKAgSqVSOjg48P3793R2dqZMJlPb9u3btwTAGTNm0MLCgnny5OHNmzdTvH8ZRUBAAGvVqiUkaQFQS3r6/v07+/TpI8i69e/fnyVLlqSPjw9fvXolSEKJxCY8PJzt2rUT5KXiWgoUKKD2d86cOVm4cGGWKFGCU6dOZenSpQmAtWvX5oIFC3jlyhWhfQcHB169epUXL17MvJ3MRAwMDBLUw425NG7cmAA4bdq0dJP5KlWqFPX19fns2TOS0brBFy9e5IgRIzh58mQ2adKEBw4c4IkTJzh16lRGREQICbsxsbKyora2NknSz8+PFStW5PXr19PF5r8RhULBU6dOcejQoTxz5gz9/Pwy26RksXz5cuG8jXlfHjhwIAGwU6dO1NHRSdLz08fHhy9fvqS/vz/DwsJobm7Orl278tKlS/T29hZ1fDMC0fHNfEJDQ3nq1Cnmy5eP06dPZ3h4eGablCZ4enpy4MCB/PjxY6rbUiqVdHV1FW44M2fO5Pjx47l8+XJu27ZNuDHVq1ePjx49YpEiRVigQAEWKVJEyP4HwHfv3qXBniXOjx8/+PPnzxRv7+HhQUNDQ06cOJFz585VKwZw+PBhQU/UzMyMlStXVnMkTE1N0+SY/838/PlTyOR3c3Pj8ePHqVQq6evry8OHD/PmzZucMmUKw8LChIeZylk+f/58vO1u2rSJRYsWZb9+/WI93JVKJc+ePfvPZfpLpVJaW1vz5MmTnDVrFhs1akRTU1OGh4dToVBw8+bNHD16NA0NDWlhYcEzZ84kW5/7d5RKJW1sbBjz2R8YGMihQ4dy06ZNnDFjBiMiIrhq1SpeuHCBTZo0YeXKlXnu3DkGBgZyzpw5nDVrlrCtQqEgAObNmzdWVv/UqVPZuHFjUaM3CXh7e/PmzZscNWoUq1evntnmJJnXr18TAIsVKyb89gqFgqGhoXRwcEixIx8VFUUAvHr1KkNCQnjw4EHR8c0IRMc3ayCTyThgwAA2adKE1apVY82aNYWlTp06HDlyJG/cuBFnJbOYnD59muPHj6eXl1e86wwbNoz9+/fn27dv03QfgoKCeOfOHW7cuJGGhoYcN24cPTw8Et1OqVTy3bt3XLlyJceOHctJkyZx2bJlgpPaq1cvwbHbvHkzX7x4EWc7YWFhXLlypTAS2rBhQ27bto3btm3jp0+fMlQqavLkycINMjFR/dmzZ/Ps2bP08/PjunXr+OHDB4aEhCS5rxEjRrBs2bIcPnw4GzRoQAD877//CIDHjx9P7a6IxOB3ycGzZ8+yZs2a/PbtG8nowgfNmzdno0aN6OLiorau6iEX88H5L6JUKvn06VMOHz6cS5cuFT4PCgri+fPnY40MJ+cF0svLi+bm5uzXrx9NTU15584d4bu1a9fy2bNnam3v37+fPj4+vHfvHqtXr86DBw9SV1eXjx49ivM3UiqVXLBgAcuWLSvIEf7rv2dSUVWri4qKoq+vL8uUKcPv378nq41v376xS5cusWb3Morr16/HO4NhYWGRojYvXrzIRo0aEQCbN2/+5zq+Lpce8HjJjrzReSxlYVm7ipDo+GZtlEol/fz8uGHDBnbq1InVq1envr5+vCVaf/z4wb59+xIA+/TpE6c+5Zs3b6ihoUFNTU22atUqWU5WfMycOZMAeOTIEb558ybR0ZqwsDDevn2b06dPp56eHjds2EA7OzsqlUqhGlPp0qVJRo8YnT59mn379uWkSZO4d+/eZI+Kb968mQA4efLkFO9jcjh69GgsbccDBw7w4cOHauVKlUqlcOxiLtbW1inqVyaTccGCBQTAAQMGUF9fnxUrVkxwmxMnTvDw4cM0NTWls7PzP10uNLnUqFGDADhnzpwkrX/mzBlWrFgxSS+EvxMREZEpmsnpycKFC2lgYMAzZ86o3TOUSiU/ffrEqVOncsKECUkKixozZgwBcPPmzbGOk1QqpZ6eHhs2bMiaNWvy+fPnvH37Ni9cuMAXL14QANu3b8/g4GDa29tz4cKFXL16NdevX//XzMDFRWhoKPX19ZkzZ05aWVlRqVTy27dvqd5nNzc3Ojg4kIwOL5o4cSIBsG/fvqxatSo7duzIqVOnEgA9PT2T1KZSqRQq6T1//jzDNa8vXbok3J+vX78uvLipPtPS0mKPHj1S1Pbhw4fZqlUrIcyKf6KOr+XgWXC/+QwA0OPuHpRs1SCRLTIPPz8/nDhxQkxu+0MIDg7GypUrceHCBRQtWhRt27aFlpYWKlWqhP/++0/IMo6MjES3bt0EvdC+ffti7ty5aN26NQDg58+fcHBwQNeuXfHkyZNUV+BSKBTYtWsX5HI5pk+fnuC6kyZNwuvXrzFlyhR06tRJTVoIiE5IWbZsGUqWLIkJEyYAiM4OPnr0KPz9/WFnZ4fKlStj69atcbZPEn5+fihWrJiQXKT6t3fv3rh27Vqq9jUphISEQKlUIjQ0VE2rsnTp0tDW1sb9+/cRFBQEf39/AEDevHnx6dMn/PjxA02aNElR0o+fnx+KFy8u/F21alVUr14dN2/eBABcu3YN3bt3h0QiUauaV716dTUdycGDB+PMmTPJ7v9fQKlU4t69e2jZsiUKFiwIb29vPHr0CN27d093pZB169bh4cOHuHHjRrr2k9FERERgx44dCAwMRJUqVVCyZEnkzJkTFSpUQNWqVeHn54fFixdDqVSiUaNGKFGiBDw8PJAjRw4ULlwYq1evRpUqVVC0aFEcOXIkzoTCp0+fYuXKlcK1EBdPnz7FzZs3sXLlSsyfPx8VKlRAvnz5sHv3bvz3339YuHAhqlWrlp6HIsNZvHgxli1bhqZNm0JPTw+fPn1C+fLl4e7uDqVSCZIoV64cmjdvjubNmyNv3ry4ffs2qlSpgi9fvmD48OHC8b548SKOHj2KS5cuCe1v27YNz549w8yZM9G0aVNhXZVa0OnTpzFv3jzky5cvSfaGhITA0dERBw4cwM6dO3H9+nV06dIl3RUjZDIZOnXqhA4dOmDp0qVqCXoXL17EwIEDhb9TWhX0y5cvaNOmDQICAv5MVQe3a4/xbNxyFK37Hzpf2gyNPFlX0Fp0fP9MSOLFixc4fvw4vn37hrCwMAQGBiIqKgoVKlTAtGnT0Lt3b2hoaCAgIABz585F3bp1MWXKlDTp+9KlS3B1dcXPnz9BEoGBgQCAJUuWoGTJkvFuK5fLUaNGDTx//jyWwyuXy/H48WPs27cPo0ePRrdu3eDn54eHDx/i/PnzMDMzQ6FCheDv7w+FQqGmK0wS7dq1Q4kSJVC0aFHY2dnh5cuXWLp0KSIjI7Fs2TJMmjQJK1asyHApM5JwcXFBhw4d0KdPH4SHhwulk39n5syZ6NChAz58+AC5XI5Lly5h0qRJMDQ0THJ/Xl5eaNiwIXx8fGBlZYW8efPixIkTWLt2LQDAwsJCKKUZU0mEpCDU/regVCoRFhaGfPnypUk2uUwmEx6yx44dg56eXqrbTAo2NjaCBvXVq1cREBCAU6dOoX///jAwMIBSqfzjFQY+ffoEX19fBAcHQyaTwcnJCa6uroiKigIAvH37Fl5eXvDx8YFMJgMAVKpUCd+/f8fIkSPh6uqKhQsXokOHDrHaPnbsGAoWLIi+ffvG2z9JjB8/HgULFoRUKlUrIy2RSFC4cGFcuXIFefLkQe3atZErVy5ky5btj1buMDc3x8mTJ3Hs2DGUKFEiznU8PDzw8uVLjB8/Ht7e3gCA3bt3w83NDQ4ODihYsCAkEgnCw8OxfPlyVKlSBUC0IxcSEoJmzZql+TEKDAyElpYWDAwMYGdnB2dnZ0yYMAEDBw7M8N/Dx8cHJ06cEAZ8cuXKJTwPU1LMRCxZnAH4+vpy69atmW2GSBqgUChobW3Nc+fOsWPHjvzvv/84a9asJJf6TCohISFs0qQJ27Vrx8WLF/Po0aN89uwZfXx8EoxzUyqV3LhxIxs1aqT2eVhYGHV0dGhkZMT9+/czPDyctra2NDIy4vTp02lhYcHQ0NBE7dLR0WGFChWEDO7atWsTgFpiWGYTFBQUa18UCgXnzJnDa9eu8b///mOuXLmYO3duAmDZsmWFOEg3NzdBseHChQvs06dPnCWhHR0daWhoyPnz59Pc3FytH/wWUmFpaZmOe5sxKJVKOjs7MzAwUO14GBoaCvvp4+OTZn3t3LmTO3fuTNI5mVYolUpKpVL+/PmTXl5etLOzY5cuXdR+y3+dhw8fEkCc97uzZ88mKQYzIiKCX79+jTWNLpfLefToUS5dupRVqlRh7dq1aWBgQCMjI86YMSPTYk6TS1hYGF++fMlVq1axSZMm1NfXp56enhCj/qcgl8t59uxZ6uvrk4zer0OHDlFHR4cAMvz6DAoK4qJFi9Sux23btqUoQRN/aqjDn4S/vz+OHTuWJiOBIlmL0NBQdO/eHSQxf/58VKpUCdWqVUuzaaGwsDB8/foVrq6u8PT0hKenJ3x9faMvUIkECoUChQoVwvv375E7d25oaGggf/78GDlyJBwdHbFw4UK0atUKuXPnxtOnT7Fw4ULY29vj58+fqF27NkxMTBIsNRoXLVu2RIUKFXD27Fnhzd/BwQFVq1ZNchsKhQJBQUEoWrRosvpOa1T2R0ZGonv37nj06BEAYO3atZg7d66wnq6uLpYvX47q1asn2N7Xr19Rs2ZN4W99ff2/Yvo2d+7cwqggED0y2LBhQzx58gS7du3CnDlzUh3Kk9nI5XKYmZlh06ZNUCgUsb43NzdPUA87MUJCQtJsVDwzuH//Prp06YJJkyZh+/btsb5v2LAhHj58mC4FgszNzXHv3j3MmTMHtWrVyrIzJtu3b8elS5egra2Nzp07J6o3mxX59u0bfH19UalSJRgZGeHDhw9wcnJSe6Z5e3vDxsYGc+fOhZWVFQoUKJAhtkmlUmzfvh2zZs1S+7xkyZL4/v17kp+74ohvBuDn5yeO+P7FREZGct++fezVqxebNWsmKEXUqFGDNWrUYLt27fj06dN069/b25vHjh1TS8b7+fMnGzZsyHnz5tHc3Jz58+fn7NmzaWVlxcDAwFT19+PHDw4YMIBz584V3rx1dHSS1YZquzJlyqTKltTSr18/lipVipcvXxZsirlfMaWVVqxYkWBbISEhwro9e/akXC5P85mAzMLPzy9DR3fSgrCwMPr4+DAqKipJCWv37t1TUxBQLYsWLUq1moAqKQwAJRLJHye3Zm1tTUNDwwSlCgHw1atX6WaDubk516xZwxEjRnDatGlZMkEUgJBwll6EhobSz8+PT58+JQCWK1cuTdv//fwHQA0NDbVz1t/fn0FBQVy9ejUnT56c4UlwJNm6dWsC4KBBgzhu3DhBfnLy5MksVaoUAbBHjx5xXvv4U1Ud/iREx/ffRSaTccuWLaxVqxY3bdqUJuoOiSGXyymVShkWFsZz585x8+bNiUq0paSPu3fvUktLS20a+OvXr9y4cSPbt2/Pu3fvxru9i4sL+/TpwyZNmqSpXclFLpdzyZIlwj7079+fzs7OfPLkSZJv5q9fv+bs2bMZFBQkiKU/ePCAJGlpaUkA3Lt3L4sVK8ZNmzal4978maheEKKioujv75+sbd3c3Hju3Dm+ePGCK1asoLGxMWvUqMFChQrFengXLlyY9+/fT7RNV1dXRkREsFKlSoIcV2pxdHTk1q1befLkSRoZGf0xyhEvX75ku3btCCDB6+H+/fsEkGEOvZubG6dMmUJ9fX2OHj2a+vr6nD59Or9+/Zoh/f9OVFQUtbS0WKlSJfr6+qZrX0+ePFE7r+/cuSMo9ejr63PEiBEpalehUNDT05MHDhwQFGt+P/d9fX3Zr18/Tps2jd26deOgQYN48OBBVqlShXZ2dmmxe0lGqVQSAG/evMkVK1bEK4FWtGhRWltbM1euXNy5cydJ0fHNEETH999GoVCwSZMmBMCDBw+ma1+qUYCcOXOyQIECGaZ7qYqPVBV6mDx5Mj9//pwhfacV2trarFixIp2cnNQ+Dw8Pp5mZGc3NzdmyZUtKpVLevn2blStXZqVKlTh+/Pg4b7hPnjyhtbU1AQgSQQC4evXqTNrDrIGjoyMlEglr1qzJzp07C05pzGPXtm1bDhw4kIaGhjQ2NuaYMWO4bt06RkVFMSwsjJcuXVLTcQbAunXrCnF/27dv5+LFiwXpoqFDhyY4an/9+nXWrVtX0I5NrgP+NxIREcE2bdpw7969CTq9jo6OHDp0aJyx8BmBUqkU4sJnz55NY2PjdB15jgu5XC6ch2nh/J84cYIAuGDBAl66dClWmwqFgmfOnKGGhkac954uXbrw8+fPwt/16tUjEF0RLS5U65qZmREAr1y5wsmTJ9PQ0JBTp07lgAEDOHLkSA4fPpwPHz4kSeGaUi03btxI9X4nF9V5qSqk8urVK37//p3dunUTRqorVKigZqdK65ui45u+iI6viKenJ7W0tNivX790HxXx8vKilZVVhk4FqkY2f1/SuoBHcpHJZHz//n2qku+kUin19fWZPXt2tX1btWoVJ02axPz58wthG69fv46l66xKBnF3d6e7uzvPnDkjfJeScyEiIiJejek/AZlMxgcPHvDgwYM0MzNjhw4d2K9fP2GK2MvLi6amppw9ezYNDAw4duxYQTd7xIgRHD58OM+fP8/58+ezXLlyzJEjBxcuXMhdu3YlqN1rb2/PDx8+xPmdk5OT8Pv+nhj6ryGXy9mxY0cOHz6cu3fvTnT9e/fucd++fRlgWdLw8/Pj+PHjOX/+/Azvt2jRogSQ6pHnc+fOqd1rhg0bxmbNmhEAHz16xMDAQIaHhwvfb9iwgW/evIl31FO1rF27Ns7+ZDIZAXDMmDE0NDRUSyT09/eP9z4ll8vp6+vL9evXZ8hsZnJQKBRCyENcC0XHN33x8/Pjli1bMtsMkUwmMjKSR44c+aurD927d0+4sZQtW1aIcU1oBM3T05OmpqYcP358gm2/ffuWQ4cOTTRuNjAwkGvXrhXsyJ49e7JH8MaOHctDhw7FuuGbmpoK7Y4dO5Zjx47lmDFjkj2K++3bN44YMYKNGjXi8+fPkzQ9GnPUuG7duv/MqGRkZCS9vb158OBBocT02LFjOXLkSNaoUYM7duxgr1692LRpU96+fZtk9PHdtWsXt2zZkqRCJao4YBsbG3758oVRUVEMDg5maGgoAwIC/riY3JSiUCh4/Phx6unpJXmbL1++sFq1auloVfIJDw9nt27dMqVv1TWqKuNeqlQpQdkl5ktxVFQUfXx8+PbtW9asWTNO56xChQqUy+VUKpW0sLBg0aJFuWzZMtaqVUttvVevXglT/wCEoi+/z6Lcv3//nzmXyeh8lKtXr3Lbtm1cvHhxkhxfUdUhjQgICMDRo0cxderUzDZF5A8lODgYGhoayJs3b2abkigKhQISiQR2dnbYtm0bbG1t8eLFC0il0jizsdetW4e5c+diz549GDdunPD5pk2bMHPmTABAtmzZoFQqMWnSJISFhaFIkSLQ1tZGlSpVhBuWubk5li1bBgBo2rQp1q1bh3bt2qkVkkgIkvDx8QEAvHz5En379sXw4cOxatUq+Pn5oXTp0siRIweCg4Ohqampti/Xr1+Hq6sr6tWrh8aNGycqFm9oaIhixYph//79CA4Oxp07d9C1a9cEt/n58yemTJmCK1euIDw8HM+ePROKpfytfP78GQcOHMCRI0fg7++PKVOmqBVV4S91k99p2bIlrK2tASDRY/vjxw+UKVMGADBt2jSQREhICAoWLAi5XI7cuXMjICAAGhoaqFKlCoKCglCmTBnkyJEDhoaGsTLJScLS0hKdO3dOi0OQYaj0pdesWYPp06cnOUNeJpOhQoUKuHnzZrore4SEhABAklQERo4ciTZt2qjdUzIKknj27BkKFSoEfX192NraYtSoUfD19cXz58+hqakJW1tbAEDOnDkhlUoBAMuXL8eCBQuENpKrl/vp0ye8fPkS+vr60NDQwPnz5/Hx40eULVsWxsbGAIAyZcrg9evXKF269B+tj5wUfr8Oc+bMCTc3N5QuXVpUdUhv/P39kz3iq5DJ6HbjKaMC/owkCJH0ZerUqYmOiMbE1dU1yUkWtWvX5saNG9Msaz9mvBsQnVnbp0+feNcvV65cvElfpUuXJgDu3r1bCFswNjbmwIEDmS1bNrV+6tevz48fPybbXqVSyTx58sQ54tKwYcNYn8XU7X3y5IlQsrhBgwbMnj07S5YsSYVCQR8fHwYFBfHp06c0MTFh586dWa1aNbZr144jRozg5s2buWPHDqHdfv368fjx49y1axd37drFKVOmcOTIkezfv79aomBUVFSsOOS/BQsLC+rr6wvxeYaGhhwyZAhXrVoVS8d17ty5XLBggbC+r68v7e3tuWfPHnp4eNDNzY3Ozs6x+pDL5bS0tKS5ubkwe6BK4Orbty+nTJlCHx8fhoaGMjIykl+/fqWlpSV37NjBbt26ceTIkdy5cyeBaDWTsWPHslu3bvz06RPJ6PMpX758BKLLvmYkHz58IBAd4z98+HBeunSJQUFBjIiI4Ny5c9VmmxQKBU+fPi3MzqjOw7hKsCeEVCrlrVu3UrRtYnz9+pWTJk3imDFj2LNnT/bu3ZvVq1dPsB9fX1/euXOH5ubmLFOmDO3s7GhhYcHv37+TJKdNm8axY8dmqq6ur68v582bl+HJrnK5nCNGjCCAfyrRNq4wEIojvulLSkZ8LzbURYjDd2TPkwtDPO5AI53LBYpkTaKionDu3DmMHTsWFhYWGDRoUKLbnDx5EhcuXICGhgYmTpwILS2tBNe3sbGBnp4evn37Bk1NTUybNi3RksiJERISgkKFCqFChQooW7YsFAoFevXqhSVLlsRaNyoqKt6KWM+ePUOjRo0yZaTb1dUVU6ZMQb58+dCoUSNUr14dxYsXR6tWrQQt1i5duqB69eqoUaOG2vV96dIlDBgwQPhbT08PNWvWhKamJq5du4bIyEgMHDgQOXPmxJ07d4QR7fv378Pd3R0A0KdPHyxZsgRNmjRBsWLF4OLiIpTL/lspX748nJ2dhdHGxo0bY926dXGOnlavXh1nz57FlStXsGjRIixcuBDLly+HtrY2ypQpgy9fvqBcuXL49OkTPn78iMaNG+P169cwNTXF+vXr1bR6Q0JCkD9/fpDEsmXL8O7dO1SoUAEKhQKampqoUKECSpYsiZYtWyI8PBwHDhyAo6Oj8LC8fPkyPDw8kCdPHrx//x4NGjRQs1VXVxf6+vpo2LAhihYtmi7n86BBg1CqVCns3r0bxYsXh6+vLwCgWbNmePXqlbDeiBEjcOzYMeHvypUr4/Xr10nW8yYJGxsb3LlzBw4ODpBIJGjYsCFq166NLl26pNn+WFtbY/HixTh+/Dhy5cqFgIAAdOnSBSNHjkSRIkVQpkwZSCQS1KxZU007WyKRoFChQihWrBhat24NW1tb1K1bF9++fUP9+vVx+PBhbNq0CTNmzEDv3r0xceJE9OzZM83svnv3Lrp16yYc96xWnlwqlardb8uVK4fv378jW7ZscHR0FKrC/Y00aNAA79+/BwBxxDe9ScmI79HCWjySryWP5GvJELesp1cokjEsX76cxYoVY+3atVmsWLFER3GPHz/OunXrcsOGDdyzZw9LlizJiIiIJPUVGBjII0eOcN26dam2OygoiADYpk0b3r59mw0aNGBi9wgnJyfevXs3S1SB09PTY7Vq1fjixQuuX79eqFAHgK1atRL2B4iWQLO0tIwzmTA0NFRQuogppeXu7s579+5x/fr1ausrlUqePHmSTZo0YePGjenl5cUtW7YQADU1NdN9vzOb1q1bc/r06Rw1ahTNzMz44sULkqSdnR0PHDjAWrVqsVu3bmzatCkvXbrEfv36CZnoOXLk4Js3b7hmzRpqampy+vTpnDp1KpcsWUI7Ozu182rq1KkEwAYNGnD8+PEMDw9Psc1OTk40NTUl+X8tZ9UI6pQpU+JNrrl8+TKPHz+eZjMtqnYrVarE8+fPk4zWMlYqlZwwYQJNTU1pbW1NuVxOf3//FGlMv3jxgkOGDOGWLVv47du3dI0XDQ4O5uDBg4W/5XI5z5w5w9u3b9PGxobXr1/ntWvXOHPmTI4ePVpYz8fHJ8EqggEBAYyKiuL69euFY3bp0qU0qwzn4+PDAwcOcPny5bx7926WjamVyWT877//CECQMCtbtixJctOmTam6JrIibm5udHR0JCnKmWUIKXF83y7fy+OlOvG+zsx0skrkT8LR0ZGXL19O1IkNCAigpaUlP336RCsrK7q4uGSQhbH5/v07nz17JjgBiUkM1alTR3BGMoOoqCgWKVJEeBgaGhpy2LBhHDhwIIsUKcISJUoI8kGqsApVyd5KlSqxbt26fPfuHWfMmMGmTZvSzc2NQLRKgErd4sCBA1y8eHGiUm9yuZxz587loEGDWLZsWY4dOzYDjkDmExERwffv36ud56GhoWpyZ1u3biUAXrt2jcHBwbxx4wbPnj1LQ0NDtXb27NlDAIL8koqoqCj++PGDJ06cUCvmolQq07TgiFQqpYODA+fNm8cdO3YIfR88eJDbt29nnjx5Ysm4/b4YGxvz3LlzSXKe3r9/LxyX9GD58uVcsGBBgi+mAQEB/PLlC8+cOUNzc/MUOU9SqZSrVq2irq4uJ0yYkOC6L168YLt27Xj79m2GhITQ29s7WY5mYGAgjx49yvbt2xMAe/XqlWx7k0JISAi/fv1KX1/fLOVQent7C4UgVIvqRV21TJgwIdVFj2ISGRlJAEJ4UZ48edi/f39+//5dUIaYOXMmgWhpuLR6IVHdN1QLRcc3ffH39+fmzZsz2wwRkXQhJCSEz549o729fZzfX758OZbzEReHDh1i9+7d0+xGlxK+ffvGBw8ecO3atXz58iV9fX2pq6srZF3funWLYWFhatucP3+e/fv3V7upmpiYMDIyUoj7VFGuXDl27tyZ9erV48+fPxO0ZenSpQTA5s2bZ4lR8LQiLCyMnz59SrK6SXh4ONu1a8fevXtz+vTpbN++Pdu3b5+ikTRbW1vhN2rZsiUlEkksZ3PgwIHJbjelhIeHxxoVXrNmDW/fvk0guipXwYIFhRHtXr168cqVK7SysuLevXtZoUIFFihQQKgMd+rUqXSzVVtbm76+vgwLC+Pbt285YcIEjh49WlA2MTQ05IwZM7hhwwaeOXOGGzdupLGxcZLaPn/+PI2NjTlr1iyOHDmSjx49StJ2MpmM/fv3F/Sg58yZQx0dHaGgxfPnz+OU/pPJZLxz5w4nTZpEMzMzPnz4kDY2NulSgczf31/4bVXyWm3btuXEiRPTvLBQaqhYsSLXr18vFCXatWtXrGvj5MmTadKXSt/c3t6eHh4eXLNmjTCooKenJ8wYql7+0orIyEjhN6AY45u+BAYGwtzcHNOmTctsU0RE0gQfHx88ePAA58+fR8mSJdGwYUOcOnUK586dQ+HChTPbvDSjRIkSaNSoEQYMGABdXV0UK1YMABAREQEdHR3s3r0bmpqacHV1hYeHB27cuIGVK1dCJpNBQ0NDrS2SyJkzJ+RyudrnFhYW0NbWVjtuzs7O6NSpE1xcXLBr1y6MHz8+3fc1rbl79y4iIyNx6NAhtGvXDsWLF4eVlRU+ffqEsmXLolKlSli9enWS2lI9WyQSCZRKpRBjnRSuXbuGZ8+eYf78+ciXLx/s7Ozw6tUr/PjxA9WrV4dCoUDjxo1RqVKlDM9yNzY2xv79+zFy5EhMmTIFTZo0Eb578+YNbt26hRMnTqBq1aooVaoUHj58CHt7e7V1SpYsidy5cyN37tyJqomkBisrK1y8eBGRkZGoWrUqBg8ejLJly8a7/vfv37Fp0yZs3rw5wXYPHToEHx8fzJ49G87Ozvjvv/9SbatCocCHDx9w+/Zt/Pz5Ez9//kSdOnXQoEEDhIeH4+jRo+jfvz/69OmDokWLpqovBwcH2NnZ4cuXL8ibNy9y5MiBXLlyoUWLFqhRowYkEgnWr18PMzMztGrVCps3b0aDBg3QvHlzvH37Fl+/fkX16tVTvc9pQVhYGD58+IB8+fKhdOnSKF68uNq1dvfu3TSL43748CH27t2L9u3bo3nz5mjUqBFu3LiBR48ewcnJCd7e3ihXrhxOnz4NExMTGBkZoWnTpqnuV3WNU4zxTV8CAgLEEV+RvwbVVNXq1avp7e1NmUzGsLAwWltbc/r06Rw0aBB79+7NtWvX/rWaxfv27SMAdu/ePVnbBQUFsVevXkKxBFX1o4oVK5KMnuY9fPgwixUrRgCxpkUVCgV9fX2FMr+DBg3ikCFDqK2tnaRyvBlBeHi4UM1OpWW6du1aFi9enJs3b+arV694/fr1eKuopSW+vr4cOHAgAWR6eeyUEhQUxJCQEL57945dunQRRsLy5MkTa/YhK3HkyBFev349wXUcHR0zZIRdoVDQzs6OZ86c4fbt29PsuKkKP4waNYpfvnzhixcv+OLFC7VR0pgjztevX2elSpU4evRotVjvrMLbt29jjfJ26NCBL1++TJdYZaVSKRQ/6tatmxBqJJPJuHLlSgLg69ev2blzZ+bJk4dXr17lly9f2LhxY5Lk3r172a9fvyT3Z29vL4Y6ZBSi4yuSVoSEhPDNmze8desW16xZwxs3bmR48kRISAhXrFjBWbNmCSVh8WsaTGVLYGAgBw8ezA4dOiRaylQmk3HcuHEcPHgwfX19GRQUlKZV55RKJXfs2MEnT56kWZsAuHTp0lTJN929e5dfv36lm5ub8Jmmpibr1KlDS0tLTpw4Ufjc29ubkyZNYpkyZdQeSjNnzmTHjh2Fv48dO8ahQ4fy6NGjdHV1pa6uLu/cucPz588LISRKpZL9+vVLU6ktpVJJNzc3Pn/+nEOHDuXevXtjhaxoa2szV65cBMDly5cnudKTVCpNsjTf72zbto1AtKB/x44dk719UFD8cpKbN2/m8uXLaW5unuQp6927d9PCwiLVRTFU8fBZmXv37vH48eOxPg8ODuaxY8c4bNgwTpky5Y8vxBIZGcn+/ftz1KhRsWL3b9y4Ee/vJJVKs+zAQExJyozKE1m0aBEBxHtfcHBwUCvRnDt3bgLRFTMDAgLo6+urVhUzPkTHN4MQHV+RtEJ10RYuXJht27ZllSpVMqVUpFQqFWIPAVBLS4v9+/dnkyZNmD9/fh4/fpwbNmxgnTp1OG7cuHjbiYqKYmhoKLdu3RorTtbd3T1NbFVVk3v9+nWatJceKJVK3rhxg/3796eZmRlnzJghONWqJLnq1atz5cqVdHBwUHO4nz59KiTYeXp6CsdPFfcIgPXq1aOfnx9JcujQodTU1OS0adNSZGtoaChdXV3VPjM1NWWhQoXYtWvXOB+UoaGhrFWrVrwlg+PDxcWFAITksLiQSqVcsWJFnGViN27cyNu3bzMiIoJeXl6MjIwUjkN8yGQybt26lWPHjiUADhgwIM71Nm/erHa+LliwINHkuDNnzhCAWkJRq1at2K1bN3p6eibZGVZV6cpqZWJjEhoaSl1dXVaqVIkLFiygqakpDQ0NOWnSJF69ejXLOn0pxdfXl9OmTWOfPn1YoUIFlipVig0bNmTVqlUz27QU4evrSyBaTaZatWp8//49nz59ymvXrgn3l7TG1NRUiDE2NDTk4cOHefXqVbV1lEolDx06RADCDEinTp2Ea+v9+/cJXkcqbXaKjm/6Ijq+IqkhZhJUZiZ+/c758+eFh7eVlRXJ/08p3r9/n1++fElUhaJfv35s3rw5hwwZwgsXLhAA8+XLxzlz5qTJvn7+/Jk1atRgpUqV0nRkPDw8nHZ2dnz27BlfvnxJBwcHfvnyJUWjIy4uLhwwYADr1KnDQYMGCeVNk0poaCjt7e2pVCrp5+cnJH+NGDGCBw8ejDUauW/fPh44cCBFo9UhISFCNnbM89LLy0tI2omJh4eHMOJ/+vRpGhkZsV27dklyek6dOsWRI0dy+fLlHDVqVKwHoApVsgoAnj17lmT0SO3voR+hoaHCevEVL4iMjBTUIPAr0SY+IiMj1cqgamlpJZqEGLOs7KBBg7hq1SqWKFFCLXwhIaRSKf39/dm1a1cCSNSJz2wUCgUfPXpELy+vVM3iKBQKtXNGqVTS3d2dP378oK+vL/fs2cNFixbxwoUL/PDhQ6a+EHh4ePD+/fsJzhb8SYSFhXHo0KGsUqVKrDCI9Hh5CQkJoZaWlhDqoFpu3bqltl5oaKja4MugQYNi2QdAkLazs7NjrVq1OHv2bDG5LSMIDAzE4cOHU10UQOTfQyWGnxbXllKpxL59+/Dp0ycsX748TZLQwsPDkSNHjjhLESeFb9++YcCAAfj8+bPwmampKVatWpVq24DoYh7Lly/HsWPH0Lhx4xS38/XrV1y+fBnfvn0DSTg7O6NSpUrImzcvChYsiJ8/f0KpVMLc3BxjxoyBjY0NatSogfr160Mul6Nx48aoXbs2NDU1hWSRmELyrVu3xsaNG9GiRYtEE6z8/PwQEREBCwsLHDx4EE2bNkWePHng6uqK69evI0+ePMk6PlevXsXmzZtRqlSpRNf/9OkTFixYgClTpqB9+/ZqiS92dnaoVasWBgwYgOXLl6NOnTro0aMHXr58CQ8PD7Rr1w5+fn4wNTXF2LFj4+3Dy8sLNWrUwKRJkzBz5kyEhYVh5cqVKF26NJYuXaq27ps3bwTh/QcPHkBDQwM5cuTAhg0bULJkSXh7ewvrRkREoFOnTnjx4gWA6Ovh92O9b98+LFy4UChdfeXKFfTp0yfBYxIeHo48efIkOTEuMjISW7duxfr16zFy5EiULFkSOXLkgIaGBj58+IBx48ahcOHCqFy5MjQ0NODj44OTJ08KydGjRo3CkSNHcOvWLXTv3j1Jff6pfP36FZs3b4ZMJoOTkxN69+4Nb29v+Pj4oGLFiiCJyMhI9O7dG//99x9sbW2xatUq1K5dG/v3789s8/8qVGW8f2fQoEFo2bIlpkyZgpw5c4IksmXLhrlz52L16tUpThgNDg5G79694ebmhvr16+PatWsAEG+RDZL4+vUrzpw5A4VCgRMnTsDBwQFVq1bF6tWroaur+/v6YnJbehIYGPhPlQcUSTukUikB8MqVK6lu6/v37yxSpAjr1avHnTt3poF1aYNKfxS/RtiuXLmSLrJCyUWpVPLevXvU09OjgYEB58yZw8mTJwui7wktQ4cO5ciRIzlq1Chu27aN2traMWPLBFxcXJI8st2kSRMCEKSrcuTIwRw5crBPnz4cOXIkzc3Nkz0CM3nyZBYoUIA3btyId52goCC1eODQ0FDOnz8/1ggMGT3aZWtryx49erB79+5CmMXz58/ZsWNH1qlTJ1GbFAoFJ06cyEmTJnHChAk0MzOLV/d40qRJwlTn8ePH+fXrV/r5+dHOzo7t27ePtb5cLueNGze4devWOGcAlEol582bx5EjRxKAIHifnuBXDLLq/N+5cydXrFhBY2NjIQmqbNmydHBwSHdbshotW7YUZiykUimtra3jlCeLSZUqVRLNK/hbePfuHTU1Nbly5UrKZDIGBwena86Hra2tkCwKgCVLlmT58uVZpEgRQQs5viVmLkNK+Pbtm9DW2LFjkyTxqAqLmDBhQix7KIY6pC+i4yuSUuzs7Ni3b980c1Szqh5sUFAQx48fzyFDhgjxY2PHjuWECRN44sSJNC0skFRUiVGqpVq1ahw+fDgNDAw4duxYampqcvDgwWzXrh179uxJLS0tFi9enAA4Y8YMRkVF0dXVVdi+ZcuW/P79e4rtsbS0VJvaW7BgQbL0cOPD2dk5zs/fvn3Lnj170sTEhACEEAxVLHbt2rUTfEG5efMme/XqRV1dXZqYmNDCwiJWeEV4eDg3bdrEbt26pSgcTKlUUlNTkwCora2t5sCbmJhw6tSpKWoTSQg7SC0+Pj789u0bw8PDBZ3oUaNGEUi/IhR/EuvXr+f8+fOTtK67uzuPHj1KIyOjZBeLSm/evHnDHz9+pEuY2o0bN9RexFUJX8lROkgJAQEBQvhBeHg4TU1NCYBbtmxRu1eHhYUJtlWpUiVNBnCOHDlCACxfvjyBaNWJpABEq8zcvXv3z3N8tbW1s3RAf1yIjq9IShkzZgwrVaqUYAnOvwlnZ2cC4MSJE2lubs6lS5eyffv27NevH/fu3UtLS8sMcYJVRQWaN2/Obdu20dfXVxhJUcWIxbfcu3dPaEcul3P37t2JFqtICu3atRNkzmrXrk19fX0aGxsLySCenp6p7iMm8+fPp6amJmfNmkUAnD17Nslox3DixIkEwD179qhts337drZv355OTk4ko0fpZDIZlUolIyMj1SpAKRQKAqCOjg779evHtWvXkox+WCYnPjIsLIxRUVE8deqU8NJhbGzMlStXsnfv3ixTpkyiVQN/R6FQpKtU2JMnT9i3b1+186ZMmTJs1aoVAfDLly/p1ndW58mTJ9TT04tTEeJ3lEolL126RENDQz548CDF6h9pjep81NHR4dy5c9miRQsaGxurqbIMGDCAQ4YMSZOXVzK6UIaNjQ3fv3/P9+/f08LCghcvXky3JEKV9FmjRo1oaGjI0aNHc+/evbHWk8lkLFeuHAHwyZMnwn10/vz5qfblPn78KBzPpCirGBkZCRKS/FNifMPCwpA/f360a9cOJ0+eTFA8OysRFBSEQ4cOiTG+Isni4cOH6NixI6ysrNCyZcvMNifDCA8Ph52dHUJDQ+Hj44N79+5hy5YtsLW1haWlJd68eYMGDRpALpfD0dERx44dg5ubGypUqBBnez9+/ECXLl0wdepUREREYMqUKfH2/eLFC1y+fBlr1qzBwoULsXTpUkgkEly4cAFnz54FABQoUCBW/OCYMWOwdOnSDLknPXr0CK9evcLnz59x+vRpREREgCTGjBmDWrVqwcTEBHnz5k1Wm6q44cDAQFSoUAEfPnxA27ZtUa5cOaxYsQLdunVDmTJlEBkZiVy5cqFQoUKoX78++vbti3LlyuHly5ewsrJCw4YNERERgcuXL6NTp04oW7YsfH198eLFC3h4eEBPTw/Pnz+HkZER2rZti3bt2gEAduzYgU6dOqFmzZro27cvrl27hjlz5mD+/PlxxhXGh729Pd6+fYuePXvCw8MD+/btw4sXL7Bnzx7Ur18/WcdEhY+PD+RyOXLnzg2FQoEXL16gb9++MDExwdGjRxEeHo7SpUujfPnyePXqVYJtvX37FuXLl0e9evXU4o9VfPv2DdWqVUuRnX8LCxcuRIECBTB9+vR4cwdI4tSpU7h+/Tpat26N8ePHp1nxkVOnTuHevXtwcnIS4ohXrFiB8uXLJ7rtzZs30atXLwDR8fODBg2KtQ8kERUVBZLo3r07qlSpArlcDg0NDdjb26Njx45o06YNOnToIMTrBwcHQ0NDI8Hr2svLCzY2Nnj79i1cXV2hr6+Pc+fO4erVq6hatSpWrFiBhg0bJvvekFYEBwdjxYoV8PDwwJs3b2BnZwcg7lj75LZbqFAhAMDBgwdhaGiYaHsSieTPivF9/vw5O3ToIGTv/gmII74iKcHMzEyIX8ys+L7ly5dTR0eHx48fp42NDT9+/JihyhIfPnwgAB46dEgI04iKiqKdnR2/f//O8PBwrlmzhs2aNaOBgUGcpU5V039IYFrs5cuXHDNmDJcsWcKePXsSAC9duiSMQDdo0ECIUZNKpbS3t+enT5/o7OycpMx6mUzGefPmEQArVKiQiiOizpcvX7hjxw5h/ypVqkQAyYrzU4VjNGjQgEWKFCEQXTa3SpUqQmyvn5+foCRQtmxZDho0iK9evaK9vT1r1qxJbW1tdujQgZcuXWKBAgVoZmbGzp07s379+uzTpw91dXVZpEgRzpw5k5s2beKXL18YEhKiNuKpChNRaf2WLl063jCMpHDt2jWePn061TGP+fLlU7NTlW3es2dPGhsbc968eZw2bVqccmoxUSgUzJkzp1pbmpqagkJBamMg/ybu3r3LyZMn09vbm2vWrKGxsTH37dtHHx8fHjhwgMOHD+ehQ4fSNJ5VLpdz69atXLx4sVq7Hh4e1NfX55EjRxLc/t27dwTAx48fp3hWysrKiitXruSxY8eEa1l1XUyaNIlFixalgYEBp02bxrNnzwrhYJMmTWL//v159OhRfv78WW2UV6FQ0N7enmZmZmzSpEm88fIZhVKp5I8fP3js2DECYPbs2Tl79mxu2LCBTZs25fHjx3nw4EG+evWK58+fT7Q9hUKhJt0IgAsXLlSbXfod/GmhDn8iouMrklICAwMFBzi+ZdSoUbS0tEw06SMlqGSqSpYsKfRXrly5NO8nPgIDA/ns2TOamJgwX758CT7oIiIiBHmpb9++CfGkYWFh3LNnD9euXUtfX1/KZDL6+vrS1dWV58+fZ4cOHVi3bl0uWbKE9+7dY6VKlTh58mQCoImJCd+/f59i+319fblgwQLhBp9eyVIxzwdVmEFysLe35+XLl1mnTh2WL1+ekyZNUvu+QoUKLFKkiKBtC0QXzyCjJeM8PT3p6ekpVKQ7duwYnZycEq3c9fnzZ0ZERHD16tWcOXMmW7RowQMHDrBSpUqpOu4HDhwQ7EyurFRAQACNjY1Zo0YNOjs7qyUmqpYGDRokSw7O0NAwVljDiRMnWLt27eTu2j9D3759OW7cOH748IFyuZznzp2jiYkJHzx4kC7hTosXL+bFixfjvMdcvnyZ+/btS3B7FxcXTp8+PU1sUenTbt68WU0S8vv370LSrepcmjFjRpLPcR8fH9auXVs4Bw0MDNK0WFBKkMlk9PHxoY2NDY8ePcolS5awY8eOQux+mTJlhIS6cuXK0dXVNd7wjYULFwrHJaGX5j/S8ZVKpTx69CjLlSuX4VWrUkJgYCA3btyY2WaI/AX8fr47OzvT0NCQefPmFS742rVrc+/evWkW2xUeHp7pYvMymYw7duzgqFGjuHfv3gQffK9fv2avXr0IRGfJz5s3jyNGjGDr1q1ZsmRJNmvWjPnz52fFihXVnJGuXbvy2bNnaioTqRkdefjwodBOWsff/k54eDg/ffqUbvfDqKgojhgxggA4b948uru7x+rL09OT27ZtS5UNAQEBvH37Nn18fFLczvXr1wmAOXPm5MyZM5M1Q6FUKvns2TNBkWLjxo1C7LCxsTG3b9+e5FFoR0dHOjo6xnKavby8UrRfIumHUqnkiBEj4vxOVRTmzZs3ibbRpUuXDPVJAgICUvQy7enpKRSo+FMGLe/fv8/KlSsLM0KqZd68ecI6r169IoB4k1oVCoWQvMo/zfHV19cnAH769CnD+kwNQUFBouMrkiGEhIRw7969QjKBanp/ypQpNDU1TZWqQFZBpSqQFORyOb29vdUeRoMGDWKvXr3YpUsXVq5cWThOBgYGPH36NLt3787Ro0fHW+QgMe7evSu027x5c3bo0IEAOH369Awr//k7Hz9+ZJUqVVK8T6oRptu3bwufeXp6Cu05ODjEKW+WGVhYWHDZsmU8cuRIskd7d+zYwSJFirBly5YcPHgwDx06xMGDB7NOnTrJVgv43eE1MTHJFHUSkcRRKpUcPnx4nN+NGTMmybMPM2fOTNGMS2Zw9OhRAmD9+vU5YMAAGhkZ8cKFC5ltVrJQlYSuVauWkDA4cOBAFi5cONa6KodXlUDKP83xXbVqVZIlLLICouMrklm4ublx5cqVHD58OAcMGEAbG5vMNilJeHh4UEdHh0ZGRtTS0uLkyZM5YcIE6uvrs1q1aikKHVIqlWoxljlz5mSbNm0IgNbW1hw9ejSXLFmSYHawQqHglStXYlUoU+Hs7CxIU6nCUIDoErUDBw5UU3zISMzNzZk3b15u3bqVfn5+yY4ndXR0pJ2dndpna9asIRBdPtvY2Ji9e/dOS5NTjGrURyKR8O7du8na1s/PjwMHDuTs2bNjxfYmN3Y6NduKZDy7du3ikCFDeObMGeGzc+fOcf369Uluw9XVlePGjaNMJstSVTbjYv369dy2bZtQ4XDTpk0EojWlP378+MdpIQcGBtLZ2Zmenp7xHvtq1aoxR44cf6bj+6eRlo7vtWvXkjSysm7dOl69ejXL6raK/B2oEhXSUmLQycmJFSpU4LJly0hG39DevHlDf3//VIdc+Pn5CZJgefLkEUIc+vbtKyRDPHv2LN7Rvb179wqjCyoNW4VCIcjNAdHJiDEdHiMjowwNFenXrx979+7NDRs2qMW8/b68f/9eiKetUqVKvKPRqtAP1WiQVCrl1atX6erqyk+fPnHo0KHMmTMnDx48mGH7mBCHDx8mADZu3JgA2KVLlziTHpOKSnYNQJJlBV1dXVmgQAFhu927d6e4f5GMQyaTcc6cOTx27Bh3797NKVOmJNuBPXToEEePHs2WLVvS0NAwXWXx0pIHDx4IhVQAsH379hw6dCiXLFmS2aalmokTJ9LAwIDjxo3jzJkz09bx/fHjBw8dOiRU0wFi127/F0mt4yuXy+nv708yWuMwKS8Z27dvF36DZ8+epbhvEZH4UCqV1NXVpZmZGbt168Z9+/alSShFvnz5+O7duzSwMDr29fnz51y8eDEfP35MqVRKHx8ftmrVih06dKCOjg4PHz7M8PBwWltbC9dMfBqiy5cvJwCePn1a+MzAwIAA+PLlS2EqWyqVCtW/Ro0alSb7klTq1atHANy3bx+nTp3Kbdu2CQ/viIgI1q5dm/ny5WP+/PkJgEePHuWpU6fidM5Vo7ozZ84UNFJVo+SqKcMBAwZwwYIFqVJgIMlFixaxS5cubN68eapiqxUKBb99+yboLfv7+3Ps2LGpsu379++sW7cuCxcuzCNHjsQ7K+Di4kIdHZ1Ek2tEsi4KhYKHDx/muXPnUlxBMjw8nC1btvyjYmivXr3KDRs2cPny5YLSS8mSJdmzZ88/frZi//79wm8xbdq0tHV869evz2rVqrFnz56cPHkyzczM0uwB9ieTWsf35s2bBMDt27ezWrVqrFSpUpK2Cw0NFR5cKfkdPDw8OGzYsCxRPlYk/bl58yY/ffqklkUcH2FhYbxy5QrLli3LUaNGcdCgQWqjiVevXo132x8/ftDd3V1tNkKlHtG4cWM2b9481dNsLi4unDt3LosUKcIDBw5w/PjxLFWqFCtXrsxZs2Zx6NChsUbvzp49y7Nnz3LdunXxthseHs5y5cqpZUKrHMOoqCgGBQUJIQFDhw7lqVOnMvz6kUqlLF26NAHQzMxM7aEVFRXF69ev8/z587FKjP7+cJPJZKxSpUqssJKNGzeyW7duHDJkiJBEqFpSo1oRM0Rkzpw5JKOTd44fP57i2NiuXbsKDnpyi1j8TkREhJD0BsSd+Kj67u3bt6nqS+TPRpXUOGHChCQVVshqNGzYUDiX00qpIrNRKpVC1bY0dXynTp2a7GQCFQqFgrq6uuzfv3+qdi4rEhQUxA0bNqR4e6VSye3bt7N69epCFmNyJEhatGjBmjVrJrtflYbp48ePk72tyJ+HqqKNaunSpQvHjBnDESNGUFtbO5YKQp48ebh582YhU1aVia9KOADAI0eOCLMV5P+nzRctWkQDAwMaGRlx+PDh3L59OwsXLsycOXOmenTh5cuXHDp0KK2srFJ7SJKEKkTCzs6OALh169YM6TcmoaGhPH36NIOCgoTRmqVLl8Yb6iSRSAiAffr0Yb169eItF+zn5xfn7+Hi4sKQkBDev3+fQLSm7dmzZxP97a5duxZvdS1VGVTVEhkZKfz/8OHDCbYbH1KpVNAL1dDQSPW0c2RkJJ88eRJn+eXg4GACoJaWVoIvfiJ/P3K5nAD+2GRGVSIYAEFS7m8iTR3f5D6wHB0duXv3brq5uQkH2dzcnBKJJM5pN7lczv379zN37tzs1KkTtbW1/4i3qeDg4FQ5vjG5ffs2CxcuzHr16iV5Wlkmk3H79u0p6m/RokWsVq0aQ0NDU7S9yJ+Jv78/zczMaGxszMmTJ3PhwoU8deoU3717l+Sb+eXLl1mgQAE2bdqUo0aNor6+PosWLcp69eqxY8eObNKkCRUKBWUyGR8/fsyaNWumiVLL/PnzWaZMmVS3kxiqUrxk9Cg2AI4cOTLDpwVVDrdqKVeuXKIx18+fP+eQIUMSFHlPCnK5XChp/Ps9+9WrV+zYsaPw97dv3wj8v/RxXISGhvLmzZt0d3enk5MTS5YsyebNm9PW1jbFNqoSElXH5+LFiyluKyFUseP/Snlxkfh59uwZASRZWz0wMFAoUx0REUEtLS02aNAgSaXOlUpluuUQ7Ny5U7huVCFOo0aN4tq1a+no6Ehvb28qFAq6uLjw8uXLfPXqldqMoUwmi1P6MLNJU8e3fPnyNDU15dGjR/n161cqFIp4Rb7jSraImUQAgCtWrKCenp5QwSTmYmhoyBkzZvwRmohp6fiS0ck/9evX59y5c9Oszfiwt7dn/vz5E5z+FREhycGDB3PcuHHct28fb968yS9fvjAyMpJr166lkZERx4wZwx49erBu3bps2LAhW7durTYanFxCQkL4+vVrLlq0iBs2bODZs2e5a9cuGhsbc+3atWm4Z7FRaWCuWLGCDRs2pJ6enhBXmxmcO3eOHh4e3LdvX7JiS4sVK8YSJUqoyZTJ5fJkO29xJQDt37+fRYoUUUv2q1u3Lo8dO5akNo8fP04AbNq0abJscXV1pbGxMZcvX64W3vDo0SNu2rRJeClQKBT08vJKUuW9xFCdD/r6+lk+m18k/VAqlVy3bh2rVatGV1fXJG3j7e1NAGzWrBlJUldXV7heklKh1sbGhkB0ZbfNmzezXr161NLS4vDhw9mnTx9u2rQpSeFrCeHn50e5XM6XL1/Sz89PSPCNuahmkRYtWiRsV758eTZr1ixTZsESIk0dX3Nzc3bo0EFNGxOIlvIJDw8nGT1V5ODgIMSeqh4Yv2+jWmrWrMkqVarQ0NBQLUPZycmJ27ZtY+PGjbN8PFVaO74kMzRucMKECVkmY1sk63Lq1Cnq6OiwWbNm7Nu3L1u0aJGg9qm1tTVNTExoaGjIiRMn8tixY7x69Sr3798vxBu/fv2aV65c4YIFC9i9e3caGRlRX1+fBgYGnDhxIrdu3UpHR0d+/PiRFy5coI2NTYrDrZKLagq+Xr167NmzJw8dOpQh/aYF7969E/SFVcudO3colUqFZL34rvlXr16xS5cuiWp+Ojk5CZXchg0bxtKlS7NPnz4ptjkkJESo8nTw4MF4wxZOnDghhOKoYoXjQlVgpHXr1hw6dGiK7XJ0dOTIkSPFkLB/GIVCIZRXnzBhgjDCGRwcnKgG8OnTpwmAAwcOFD6LeV0mhTdv3qhtM2vWLJYuXZqlS5dm7dq1002/XbWfqn83btxIALS1tWWZMmUIQJjRj/lyndmkqeMbFyEhIezevTttbW358+fPWI6tKvO5adOmzJEjB0+ePEkPDw+GhYXFOTxeokSJOB3krKxckB6Or4hIVsXX15e3bt3i5cuXkxwiEx4eztu3b/PSpUu0srLimTNnuGnTJu7atYvnz5+nh4dHuo+kubi4sFmzZsJLekKoFCDSuyJbeqF6SAPRqgy/30//++8/2tvbq20TEhLC7du3s2/fvmzevHm8WsBOTk7U1dVV08GdM2cOL1y4kKIp2ZMnT7JUqVKxbIwvnEMul7N+/foEwJs3bybYtmrGIClTynERFBREQFRw+BcJCgoSiunEXDp37qz29+TJkxNsx83NjU+fPlULi1DF6cflA8lkMgYGBsb53e+fqcISMgqpVMo9e/Zw9OjRvHjxIp8+fcpFixYRyFq5Qunu+MZEdZN48eKFcFIsXrw43mSHuOjTp48gwxMz8zDmktUqumV1xzc1mdgiIr/j6+vLxYsXc/To0Zw/fz49PDwy26Qk4e/vLziCiSGVSv94jezmzZtTV1dX0LvNnTu3cA9t0qSJWix3REQE+/btywkTJhCAUBjC3t6eY8eOVYvl/fLlCzt16sQzZ87Qyckp2Qk+rq6u/PDhAxUKBS0tLQmApUuX5u3bt2lnZ5emmtGpQS6X08TEhNevX89sU0QygZCQEC5fvpw3b96MlWx+9epVAuCVK1fSPL5VdY2WLl2ap06d4oMHD9RCGVxcXGhvby+MJC9dujRN+0+urffu3UvSMVAoFLS2tuazZ8/SvXhGhjq+Km7fvh3LWb1+/TovXLhAPT29BEd23NzcuGjRIl69epWDBw8W3uxVy5gxY+jl5aU2WuHp6cmwsLB4443Tm+Dg4GRVf8lIZDJZkqdTYqKaDk0sUSS1sUUifwYKhYIHDhxgu3bt2KhRI+7fv59+fn60tbXl6NGjM9u8JLNp0yYaGxtnthkZyvnz59m2bVsCYLVq1dijRw9+/PhRbZ1Lly7x4MGDrFWrltoofuXKlfnp0yf27duXV65cSRN7Xr9+TQCxRnnPnTuX7LZu3LjBc+fOpXnyT8+ePQmAO3fuTNN2Rf4OAgICaGhoqOaXpJRv375x7ty5QiGJR48e8fTp05w3bx6LFi0a5+Df78v79+/59evXtNo9NYKCguJ0bFVSh+7u7klqZ9u2bVyxYgUPHjzIQYMGpasySqY4viR55syZWLG8qv+rshvlcjkXL15Mc3NzKpVKtezlNm3aMFeuXATAQYMGcdCgQVyyZAmnTp3KvHnzCjclAMJ6KSlzmhaEhIQk2fENCgri58+faWtrSxsbG1pZWaWLLJNSqaSpqSmBaO3UlPD48WMCSHBETxXK8u3bt5SaKvIHEBwczC5dunDJkiU8cOAA9+7dy3HjxtHAwEC4nlPKp0+faGFhkayZIRF1vLy8ePPmTR49elT4PWI+rCZPniyM/Do5OcXavm/fvmzatClr1aolxFDb29tz3bp1BEAHBwcaGRlx5syZaSLhpKOjQz09PbZv354lSpSgubl5kpOFVCgUCmFgJEeOHDx+/HiySzXHh62tLVu3bp0mbYn8nah8k9SO+GppaQmx8gm1pVQqhUHDCxcu8OLFi9ywYQPbtWtHAOzQoUOq7EjIPlXZcgsLC+HzZcuWJXlQzcHBgSYmJsLft27dUvs7rck0xzdmYoVKCki1qH68Hj16qE29qaYigehkiZ07d/Lu3btxvs0/ePCAXbp0EYK6s2XLJmz7+fPnJMXxpRVSqZSTJk3iggULuGbNGl69epUmJiacP38+d+7cyc+fP9Pf359r1qzh4sWLefLkSZ47d46XL1/mjRs32K1btzS3SalUqomxv3nzJtltqEJXEtIUVigUwgvImjVrMrR0q8ifhVKp5JMnT7hkyRKuXr2aq1evpp6eHk1NTVmiRIksFSOWVXFxceHmzZvp4eEhvJAqlUoWL16cQHQlpk6dOgmaufr6+nRxcWGnTp14//79ONuUy+UcNWoUixQpQm1tbYaFhandi8ePHy+ocyxcuJAvXrxI1T5ERESwdOnSwqySjo5OqmYNwsPDOX36dAJIs3jHu3fvZtpAisifgSpONyUzqr+jqjyW1NHTjOTNmzc0MjJi37591VRtHjx4kGTfwsjIiJ8/f+aOHTs4YsQITp48OV01kNPF8VUqlTQ3NxeUB36Xi/ldtqxcuXKCc/TgwQNKpVKhNGi1atW4ceNGQa/X2dk5xRJIKlHmkiVLEoAQK5wnT54Et5PL5XR1deWJEydoZWXFGzduJOrArVu3jpaWlrHe0EJCQmhlZSUkU7i7u/Po0aNcsWJFnIkyz54945kzZ5K5p0lHJRLft2/feNeJioqig4ODMHr7+5KUmDtHR0cWLFiQANi8efMkSxqJ/Ds4ODgQiK4R36VLF7Zr147z589nnjx5OHLkyMw2L0sSEhLCR48e8ezZs7Guy98dWaVSycaNG3PTpk389OmTcH9NTC7Mz8+Pbdu25ZAhQ+ji4kIy+rfavHkzr169yvPnz1NHR4dKpZIRERHs2rVrqvZp1qxZnDFjhrAfQ4cOZaNGjVItiZSWD1IdHR1OnDgxzdoT+TtZsmSJ4LCuXLmSAGhgYMAqVaoI8mUJoZIqGzBgAFu0aMHLly8nuo2npyddXV3p6urKO3fusH379qmuWpgSpFIpJ06cmCTH//79+zQzM0tyPHBq2LdvX9o6vlKplFKplIGBgYJDq7p5ubm58ebNm4yIiGChQoXUbtCqbMaoqChOnDiRgwcPppaWFmfPnp2ucbnu7u5qdqxcuZJjxowR/h47dizHjh3LcePGcdmyZTQ2NuauXbtYvnx54TvVMmPGDCHI/d69e0IblpaWybbLyMiIhQsXpqOjI21sbDhlyhQ+evQoXZJpXFxcEgx+Dw0NVTtGjo6OLFmyJGvUqEGpVEodHR1qamqSJK9cucI9e/Yk2F9wcDDnz59PAOzVq1eWE7YWyVyUSqVwTqiKGfwebyryf37PcQCiZZG+fv3Kw4cPx4qxVyqVDAsLY6NGjdivXz+ePXuWHTt2TLUqztWrV6mvr88iRYqwX79+KWrD29ubHTp0YK1atejj48OqVasyMDCQDg4OXL9+PU+ePJkqG9MKT09PteeWiEh8qMIuVUuZMmWop6fHkSNHJmn24enTpwSiJdJUA0eJsX37dqE/TU1N4f/J1cNOiHfv3gnttm3bli1btiQAFi1alL1791abrU+JD5RexJR9Y1o5vnXq1CEQXb5S9XYzcuRI9unTh5MnTxY6zJMnD6dMmUK5XC485FRvNrq6ukLmcHJjulKDvb09HR0dUzwV7+fnxxMnTnDevHlCiUxNTc1khRDY2dmxY8eOBCAcr/nz53PZsmU8ceIEly5dyunTp6dYeic1DBkyhC1btiQZHVxP/j/UAQCDgoKora3NKVOmJKm9sLAw5suXj4MGDRIF3/8gZDIZXV1d/xilhswkMjKSa9as4bJly7hv3z4+f/6cHz9+TNNqk58/f2b58uWF69DGxoYuLi6xwsZUqEpG9+nThxYWFmqDEKkdET158iTr1avHhw8fJntbpVLJvXv3curUqZTL5bS3tyeALFkx8vTp01y+fHlmmyHyh3Dt2jUC0RXPkotcLqetrS2dnJzo6uqa5AI5gYGBrFChghCKlB4hhjKZjO/evRMKCO3bt49Xr17lokWLOH/+fEHOcMGCBWned0o4f/682ksI08rx/a3RZL0RlyxZklpaWjQxMeGePXvSLAkhs7Czs+O+fftobGxMAwMDmpqa0tjYmFZWVvz27Rv9/PwYGBjIV69eceHChRw9ejT19fVpb29PXV1dtTLO7du3JwCeOXOGvr6+HDduXLqUxZTL5bS2tubq1as5Z84c7t+/X0hk+fbtW6zR2a8nbxAAtxRsRp+XHwmAy5YtS3J/qofbjRs30nQ/RNIWldA/EF1wZsSIEaxXr56YbJYICoWCzZs3Z7169Thv3jwOGzaMvXv3JgBeunQpTfo4ePCg8NuYmJhQoVAwMjKSEomEpUqViuXMuru7q91bQ0NDaWRklOkvMioptQIFCrBz585q+QfTpk1LVlsFCxZk4cKF08nS6EEOIOFEI5F/G6VSyYCAALq7u7N58+YEkKHqNirtXNWS3JnzyMhI3rlzJ9WqTKoX7czEyclJ7ViMHj06QcdXwmiHNkn8KleHuXPnwt7eHufPn0/ytn87JPH161fcvHkTBQoUgJ+fH/z8/LB+/XosXLgQY8eORYUKFQAAgYGB6N69O5o1a4aDBw9i5MiR2Lt3r1p7fn5+2L17NzQ0NDB+/HgUKlQoRXZ9//4dFy9ehJ+fH0hCqVSiadOm6NSpEwoWLIhPnz7h0KFDqFq1KgwMDJA3b1617d8u24vGi00AAA3/q4F3Dl8BAEqlEhKJJEk23Lx5E7169UJERARy586dov0QSV8iIyPh6+uLXbt2wdfXFyEhIXj69ClCQkIQGBiY2eZlWZycnODk5ISvX7/C09MTlStXRr58+ZAnTx7UqlULNWrUSJd+lUolbt26hebNm6N48eLp0kdas2LFCixcuBAAYG9vj3LlymHNmjVYtmwZPnz4gLp16ya5LYlEgpw5c6Jdu3a4fv06cubMmaa2XrhwAYMGDUJyno8i/xYXL17EwIEDhb8VCgWyZcuWbv3J5XL4+fmhVKlSAAAXFxfky5cPFhYWmDlzZrLO1VWrVmH+/PkAADc3N8E3SQm9e/fGjRs38P79e9SrVy/F7aSGZ8+eQUtLS+0YSCQSkIzbSYnPI45rQRzTaiLJQ6VbuXDhQpLRVVeOHz8e7/qenp5cuHAhN2/enOwpweDgYD5+/JiDBw9mVFAovR69pjxCPYbYzc2NCoWC3759o6mpaaw2Qr2jRz50G2lxy6ZNXLVqFcuXL5+sqQ2ZTMYZM2ZkGVF6kaQjajTHzfv37zl+/HjOmDGDp0+f5unTp2lsbMw5c+Zw0qRJHD58uFB+NyQkhA4ODvzw4UO6ZjFndSIjI4USpwDYr18/njx5MllloD9+/CgUvChatChr1aqVLrZ6eXmxVKlS6dK2yJ+PUqlk165dCYA/f/5Mt0I3r169EkJHVdfN5s2b6e3tneLQBltbWwJgzpw5U13m2MnJiQUKFOCaNWsy1TeMiopi6dKlWbx4cc6fP19I6GdmyJmJxCYqKkqIB1It+/btS/SB6OTkxHnz5nH37t2CkkZiLFiwgOvXr6eLiwsvN9fjkXwtebd/9JTi4cOHhcIWrq6ufPDgQaxpmg0bNhAAixQpQjJad69QoUKsVKkStbS06ODgkIIjICLy5yKXy3ny5EkCcZcyvnXrFitXrsxSpUpx4sSJHDBgACdOnEgzMzMuXLiQI0eO5OjRo2lgYMAOHTpw+PDh3L17N52dnalQKOjv708HB4cMlwSUyWTcu3dvulZ4fPr0qZAI1L9//1hKQElBpWxRs2ZNNm/enBcuXEgHS6OpV69espxykX+HmMnt6Rnfev/+faGfvHnzsnz58ixRooSa/3Dz5s1kVUFTvTimhbPu4+NDALxw4QKPHz9Ob2/vTAkPGjhwoHA8YuY0UHR8sx4+Pj5cv3692klcp04d4cSJ6wT6/PkzZ82aleAosWrbCRMmkCQVMhktCmvxSL6WPFs9WtIsZp/9+vVj/vz5uWLFCi5evJgHDhyIJSfXqVMnAhDecpcuXSrGv4n8U1haWlJHR4dLly5NsGCHra0tHz9+HGeCqlQqpYuLC8ePH09tbW0CYMWKFdWux9+XmGWGATAwMFCtTQ8PD06bNo2jR4/mmDFjOH/+/CTF+/38+VMoZDFlyhQCoLW1dTKPSvKIjIxM1sxVixYtCCDOZMGIiIh0uwdFRUWpzcyJiKj4/v272syFs7NzmrXt5eWVJOcxPDychw4dEnSwVUtSkuK9vb3ZsWNHvn79OtX2qgQLdHR0hMqQq1atSnW7SUUqlca6X6ruMQk5vsmO8U3O+iLJ48GDBxg6dCh8fHyEzz5//oxatWrFWnfnzp3o1KmT8B1JvH//HpcvX4ZCoUBISAgGDx6MVq1aAQBcLtyHy9m7qG48EGU7Nsf79+/RoEEDoT0fHx+UKFECCoUCDg4O2LZtG5o0aYLBgwejQIECcHJygpaWFry8vHD06FHo6+un89EQEclcSMLS0hLOzs549OgRGjZsiMmTJ8eKJw0LC8PBgwfRsmVLlChRAtbW1qhQoQI+fvwINzc3REZGIiIiAhEREciePTsqVqwIAEK8K/D/mFIA0NDQQI4cObBx40ZYWVnBwsICAFCuXDl8+fIFBQoUAEk8fvwYixYtwuPHjzFw4EBUrVoVoaGhCA4Ohrm5OTQ0NOLdt0uXLmHAgAEAABsbG6xYsQKXLl0CAEilUuTIkSPNjmN8yOXyBG0EgGbNmsHGxiZDY21Jwt/fHwMHDsSjR48yrF+RrM+TJ0/Qrl07AMDdu3fRpUuXNGn393jhhg0b4u3bt7HWI4m2bdtCoVDgwoULKFOmDEgiKioKcrkc+fPnT7SvoKAgIU44IiIiybk6CbFhwwbMnj0befLkQcmSJeHs7Jwm7SaGQqFQu4e4u7ujXLlyANI4xlck/ZFKpUIVFyBagP73OuARERGcP38+fXx8uHHjRg4ePJgA+O7dO166dIlfvnwRpj+2bNkiyJTF5OfPn0KmuI2NDd3d3YVtZDIZv379yokTJ6qFYfj4+GRoRTwRkcxiwoQJ3L17N58+fSqMoPr5+XHDhg0cPXo0x44dSyMjI06cOJEPHz4UZM0uX77MQ4cO0dramt7e3gwODk40/i08PJwvX76kra0tnz9/zidPnvDixYusVasWixUrxoYNG7JDhw709vamVCrloEGDCIAzZ87k58+fGRISwp8/fyZ5NDU0NJTbt2/nuHHjhNGlVatWJUuxJSXs379fiFesUaMGSXLjxo28f/8+5XI57ezseP36db5584Z79+6lh4dHijWeZTJZiqpgPXv2jACYPXv2VMdAivw9vH37lgDYsGHDNG97165dwvP+7t278a73e2GwlPpkEomExYoVo46OTrLCJGLy/PlzIdRDFZKhkl3csGFDitpMLqpqjXEdD4ihDn82np6eHDZsGCdNmqQW36uvr8+FCxfyx48fnDNnTqwToH///gwJCRF0g1XLtm3bSP6/zv3t27e5bt06jh8/nl26dFHre9OmTVyzZs0/nZQj8nfg5+eXpBAAmUxGExMTtWIK169f56hRozhp0iTa2Ngka4r9/fv31NHRIQA+efIkRbbHxNramjVq1EjXao8xkclkPH36dKxp3X379iUrbEGhUNDHx4fDhg2jubk5+/TpwxcvXvDKlSsEIGiCDhw4kI0bNyYA7tmzJ5bjGx4eTgcHByqVSn7+/Dne3/TOnTsEQC0tLQKgra1tsvZbJYQvSjGKNG7cmNWqVePt27fTrQ9V4ZmkrOfp6ckTJ05w586dia6vCqc0NDTku3fvSEbH248dO1bwCZKrWa1UKrljxw5h++vXr7N06dIsX748ixYtymbNmnHUqFHU19cXajykNrk9ODhYqPugGrTDryTXV69esVmzZmrx1qLj+5ewZcsWbtiwIVZQukwm46BBgxgUFMTnz5/zzJkzarGBTZs2FU6SY8eOqWmz2tnZEYAwYhxXfM6jR484f/58mpmZ8erVq+laaU9EJK25evUqu3XrJlwDV65cUYthDw0NZffu3Tl48GChjrxq1EUul3P8+PHcsGFDirOWx44dyzp16qR7/Gx6oCozD4C3bt1S+65kyZLU1dWNd9vnz5+zcuXK7NmzJ8loRQZVW4UKFeLkyZOF5DRnZ2du2rRJKJe8du1aQYtz2LBh/Pr1K8PCwligQIFYL/jxackrFApaWFhw9erVKY5ndHFxoY6ODt++fcsiRYoQAOfMmUN9fX0C0ZU/W7duzc2bN7N9+/Z88OBBivoRybocOnSIABKM608KKu1t1bP5/fv3akmsCoUiXZQRPnz4wDlz5rBu3boEwFOnTpEkjx49GqvC7okTJxJsS6UyoVoaNGigFu/87t07Ojo6MigoiB8/fmRgYCClUinPnTvHcuXKJamSXVyEhoayZs2arFevHkeOHEkAbNOmDQGwUaNGcW4jOr5/CUqlkvfu3VMrFRjfyNPNmzeFdZo0acKwsDDWqVOHR48ejbVNgQIFhHKE48ePj7d/uVzOR48ecfLkyVmy2pKIyO+8ePGC06dPp1Qq5caNG9m5c2fOnj2bADhjxgziV0KpKjFj7dq1XLZsGQ8fPsyTJ0/SxMSEAPj8+fPM3pU0ZerUqSxQoADLly+f4HoymYwODg6xHsjOzs4sWbIka9euHW8p5FatWhFAqgrxBAQEsHLlysK97PDhw4JdT58+zRC5ve/fvwszamXKlKG/vz/d3Nwol8sZFRVFCwsLrly5kl+/fuWQIUPS3R6RjKVLly4EwHbt2sUb5hezABCAOM9LuVwe66UNiJYVi/n39evX02U/Pn78yBYtWghqKqoCMqoXR39//yQVLAoMDKSVlZXw8leoUCF++PAh0VkwT09PobKdUqlMsnKN6ritWLGCJPn69WvhWCU0gyY6vn8Z7u7ubNOmDfv3789jx47FOQLr5+fHjh07ctasWcJJosp0VJWRVk0LbN68mQDo5ubGHj168Nq1a3H2G1NaZfr06Txy5IgYAiGSpfHz8+OYMWPUQnxsbW3Ztm1bLl68mHPnzhWqJurp6TFXrlxctWoVJRIJL168yPfv3/P8+fNZXsFEJpMlKxZ2/PjxbNq0qVBdTqVi0KFDB2poaAjVHOPj+/fvNDQ0ZP/+/QmAR44cibXO69ev06Qk/axZs4Rwhcx6BkVERBBAotO1U6ZMEQcF/jKkUimzZcsmnH9xnQNKpZLOzs4cMWKEsN7vCgvPnj3juHHj6O/vz+vXr/Po0aO0trbmnTt3+PTpU86cOVN4Ad+7d29G7V6KiYqK4q5duxIdpQ4ODmb//v35+PFj1qhRQzg+efLkoaenZ7zyrKtWreKNGzeora0dK676+/fvwktDfIiO71+KQqHg5cuXaWRkRBMTEyHh5d69e2rxO+bm5qxXrx7Nzc0JgOPGjRMu0Dt37pAkDQ0NuX37diEeaM2aNXzz5o3Q15YtWwiAFhYWwnTknTt32Llz50zZdxGR5KCKBYuKiqJEIhGm32Mik8n448cP+vj40MbGJhOsTBmrV6/m8OHDk+0U+vn5sVixYjQ0NKShoSEXLlxIuVzO3bt3s1mzZnzx4kU6WZwynjx5QnNz80zrv3Tp0nHKqsXk8ePH6Z4gKJI5KBQKHj58mABYuXLlZOvgqiRB//vvv3jX2blzJ0uXLp3gbO6fRlBQkOCLqF6wv3z5ojbarSIyMpLbtm0TwigA8OzZs/z27Ztam0ZGRgSQ4Kix6Pj+A/z48YOurq5xTqXUr1+fM2bMoJOTExcsWMCNGzfS2dmZX7584cCBA/no0SP27t1bSMDR0dFhjhw5WLlyZdasWZNWVlZCWzHf7sLDwzlhwgRBC1REJCtz4MAB6urqCrFhKc1mzmp06dKF+vr6asl4MbG2tlZ7iVWhq6sb65r28vJi0aJFqamp+UeOXDo4OFBPTy9TnYYJEyZkuZcGkbQjLCyMa9euZaNGjaivr08zMzPa2dklup3K6YvP8Q0ICBCesyYmJmltdrJQKpVpVo3u1q1bBMDw8HDOmTOHmpqaVCqVHDBggLC/ly9fZvHixamlpUVTU1OuXr06wTZLly7N9u3bJ7iO6Pj+Y9y+fZuVK1eOVSGuTp06fP78OS0tLdmvXz8C4MiRI7l27VquW7eOAQEBrFWrFgGwefPmrFu3LsuWLctcuXIRALdv306S7NWrFw0MDEhGv6GtXr1arHAk8segVCr/Kkk+Ly+veEc+VALzADh16lThc5lMxj59+rB27dr08vIiGZ0Eo1r37du3cbZnb2/PM2fOcMuWLVkyWa9Pnz6CTFpmERISwiZNmtDDwyNT7RBJfxQKBVeuXEkAPH78eJJeuOJbx8XFRe15/ft6jx8/Fr6rUaMGFy1aJPQ9YMAAPnr0KE32ifx/hUTVYmFhkaJ2QkJCCIC3b9+mv78/AdDJyUkYfHj69Ck1NDQ4aNAg+vn5JSu5L7FjLTq+/yAxY43q1asnVIQbP3682gk9YsQITps2jUC0jNDhw4dZqVIloR1VdSnVsmzZMgLgrl271PrbvXt3nKNKIiIimUfMl9+nT58Kn6vCnoDo5LPbt2+zZcuWvHz5suAI/86TJ08IQIhDVIU8pQZvb+94+0suSqWSALh+/fo0aS81vH79mjVr1sxsM0QyiLCwMK5fv54dOnSI9ZKZHOrVqydcl7/HzQcHB/PChQts3LgxmzVrxk6dOrFt27bs1asXJ06cGEuKNLUEBARw9erVBMCtW7emuJ0FCxYIIQ3a2tqMiorilClThBjomAl2aYno+P6DTJw4Uc1hrVq1Kr29vdU+MzQ0pLu7OxctWiR8tnHjRg4fPlwYQVLFNAFgt27dBH3NmEuJEiW4du1aLl26VEiWERERyRr4+/vHGh1RZWSPHj2aZ8+eZbNmzTh79uw4dUTDw8N58OBB9uzZkzo6OtTX12e1atWEadvfX4KTSkhICKtVq5ZmI7QhISFs1KhRlgjRUCqVHDFiRGabIZLBeHp6EoiWuUsJSqWSlpaWvHr1ahpblnl8+PCBT548iVVqXYVKZSKtScjxzQaRv5IdO3Zg1qxZKFCgAACgW7dusLKywpUrV7Bjxw4AwOHDh1G+fHmcPHlS2K5OnTooW7Ys/P39AQBt27ZF//790bhxYwQGBqJ169aYMGECAGDAgAF4/fo1NmzYgDp16mDRokUICAjAhQsXMnhvRUT+biIiIlK8bZEiRdTKhyqVSqEMcoMGDZAtWza8evUK69evR1BQkLAeSYSHh2PMmDEoUqQILl68iLNnz6Ju3bpwdHTEqlWr0Lhx4zhLqidGYGAgChQoAKVSiRMnTqR432KSP39+vHnzBvny5UuT9lKDRCJBo0aNcPfu3cw2RSQDKVOmDMLDw/H9+3e8fv062dtLJBJ07NgR2tra6WBd5lC3bl1oaWmhUKFCcX5ftGjRDLYI4ojv345MJuOqVasIgEOHDqWFhYUwUtuzZ0/mzJmTEyZM4N69e4VpjTVr1gjxe6qRIpWWIX7F/wEQYn/LlSunlmG5fft23rt3L9P2WUQkI7G1tRWujaToYCaVsLAwXrt2jaampqxbty67d+/OZs2apTpxSyW9pErue/funZBpHZPWrVuzcePGsWJ5VRqcgwYNSpG+8aZNm1itWjXmzp070XW9vb354cMHnj17lvnz56e2tnay+8ss5HI5hwwZkm4jWiJZl8jISObOnZuWlpaZbcofT3IrZaqAGOogohLrr169Ol++fEkA7NixI8uUKUMtLS3euXOHPXv2pEQi4Y8fP9SKZPj4+HD//v3Mnj07gWi5NJX4NRAtj6b6//Hjx0mSy5cvV4spFBH5W3F2diYADho0KNVOqYuLC6Oiorh7927q6ury7Nmz/Pr1K0myc+fOzKh7sIeHB2vWrEl7e3u1z589e8Zdu3ZxyJAhQnW75KKKL27VqlWi66ruK02aNCGAP0pmjow+NwYMGJCkUrQifxenT59OVJ0gMWIWwli4cCH19fUT3WbVqlX09PSki4vLH6+z37p163iT/RJDdHxF1ORDVIlvMcsVamhosE6dOuzatSulUqnayPD79+/VYnpV1KlTR5Ap+fLlC7dt28YrV64I/e3atSvF8X8iIv8awcHBanJGu3fvFkqATpo0Kdb1l17069ePPXv2jOX0RkZGsn379rx161aSqy7FhVQqTXL29uvXr2lsbCxU0Dt8+DDnzJkjfB8YGEhNTU0aGBjQ0NCQBw4cSLFd6cXz58+5efPmzDZDJBPo1auXUJY7ucTMvYnr+RuTN2/exLnu5cuXU2N+phMRESH4K9+/f0/WtqLjKyIQ86LInj07T58+TaVSKZRclEgkVCqVgqwZAO7Zs0f4/5o1a4S2fq/zHZe80d27d7l79+6M3EURkT8SY2NjtYRR1f+HDBlCMzMzWlpaZsi0OQAWL16cR44cURtxsrOzY/PmzVm0aFHq6uqmqw19+vRhzpw5Wb16deFh/+rVKwJQk06Uy+U8deoUu3XrRkNDw1gVnrICERERCZaCJ6MTEF+9esVdu3bRxMSEY8aMob6+PletWpWqks8imYtCoaCurm6SXxRV1/ymTZvYokULtefr69ev493O29ubFy5coLu7O+/fv8+fP39mmVmGqKgobt68mSdOnIizymxiyOXyFCnIiI6viIDqIqpRowbXrVtH4P8afSrVh7179xIADx48yIIFCxIAzczMSFLImFZpDp46dUrtTVShUKhNrygUCg4ePDhVI0QiIv9j76zjosreP/4BxcLuxFi719hFsbE7wERBFMXuFlvXVnR1zVXsWOxWxAABExOVEEHpbibu5/cHv7lfRmqAIdyd9+s1rxdz77nnPHe48ZznPPFfwM/Pjw0aNMjziG4fHx8x56afn5+4PS4ujrNmzeLs2bN569atTPXp6urKWrVqqZS6TBAEvnv3juvXr2eJEiXo7+9PqVTKadOm8fz582J/o0aN4sqVKykIAgVBoI+PT758zqxfv5729vZK24KCgnj16lWuWLGCpqamnD17Nvfu3cunT58qlXB1dXXl3LlzOWbMGG7ZsuVfU3Tlv8SBAwfS9fWVy+WpWmurV6+u9N3JySkXpVYPivgBxefmzZu5NnZ6iq9W0n7V0NLSYmbaa8h/jBw5EpUrV8aHDx9w9OhRtGzZEsHBwfj7778xfvx4mJub48iRIyhUqBAKFSoELS0tuLm5oWTJkihZsiQsLS0hlUoBAIULF8b79+8BAG5ubggKCgIA9OjRA3fu3AEAfP36FUuWLEHdunVRrVo1TJ48OW9OXIOGPOT9+/fYt28fLCws0Lx5c5BEbGwsihcvnteiISwsDJ8/f4ajoyPc3NxQpEgRjB8/HsbGxihZsiRcXFwgCAK6deuGVq1a4ezZswgJCVG5f5Jo3749nJ2dkZCQgMKFC6do8/79e1SqVAk7duzAhg0bULRoUQwcOBDFihVDwYIFIZfL4eTkhKCgIJw7dw5HjhxBkSJFIJVKceTIEaWsFfmJDRs2YN++fTAwMMCZM2dQp04ddO7cGSVKlEDnzp3x22+/oVq1airJ7+LigkOHDqFw4cLo06cPWrRoofKxGvKOBw8e4PPnz5g0aVKq+yMjI1G6dGlUr14dK1asQL169dC5c2el/6uLiwt++eUXlC9fPrfEzhaJiYnYu3cv5s6dm2Lf169foaenl+MyaGlpgWTqN0daGnFqH2gsvj89T5484dWrV+nr6ysmfAdAbW1tkkn+dwD49OlTxsXF8dixY0puDgA4YMAAJiYmMiIiQqzAcvXqVfbo0YMAOHfu3BTjPnv2jAcPHszt09WgIV/w+PFj/vrrr2JwaL9+/VitWrU8zzkrlUrFVR38v/tT+/btxcp2W7ZsoYuLC21sbFioUCG2bt06065LiudM2bJlUwTnCIJAX19f9u7dm71792adOnVEWQYMGMBr166JbRctWsShQ4cSAH///Xeam5unmRs0r0n+bHV0dOTmzZs5YcIEJdeRrBIeHs7z589zxYoVnDBhAs3NzTlx4kTOnz+f58+fp7e3N6Ojo/Ol9fu/yJMnTzh16tS8FiNX8ff3J5BUyEOxghEcHCy6cO3ZsyfHZYDG1UFDWiDZMsTq1avp5eVFAKxUqRITEhLEfQ0bNlRq27p1a6Xjv337RgD89ddf2bVrV6UCGiTp4eFBKysrmpqaZjvyPb/j4eGR1yJoyEP8/Pxobm7OAQMGpOpn5+LiwtGjR7NSpUqZDthQN+/evSMAnj9/XvShjYiIoJOTE8eNG8e6dety165dBJIqQCZ3fcgMPj4+nD17tlj2nEwqwbp161YCoJ2dHR8/fsxWrVqxQoUK7NixY6rFcBISEhgVFUUvL68s+Qv+mwkJCeH169e5atUqTpgwgc2aNePnz5/zWqz/PJGRkZwzZ05ei5HrXLt2LUVMQmxsrBhYb29vz2PHjuXY+BrFV0OapOZfpMjWQP5PsdXW1lZqs2nTJpJJLzTFNhMTEw4aNIhLlixhrVq1CEAp7dnZs2d55MgRuri4MCEhIVN1uX8mSpQowdKlSzMhISGvRflpmTBhAqtWrZpuQEd+ZfTo0UrBofm5gpcgCPz+/TvJ/0WGu7m5ibJ//PiRJUuWZJs2bXjx4kW1jj1jxgxxnBUrVnD8+PFK2StSe9+EhITw6NGj9PHxUXmc6Oho3r9/n8+ePVOn+PkePz8/zpgxg5MmTfrp0sDlBYIg8P379znS74QJE9Ter0wm44IFC3jp0iXu2rWLv/zyC0uVKsUjR46ofazM4OTkRGdn5xTbBUHgL7/8onR/nzp1Ksfk0Ci+GjKkZ8+eBMBbt26xdu3a4kvn48eP4kVavnx5pYs2PDycd+/epZOTk7g0uWzZMgJgrVq1+Ndff3HixIlKUdjh4eFcsmQJ169fzyVLlnD16tUp0ib97AiCwAEDBhAAHz58mNfi/JQ4OjqmqfzkJgoZfizuEBERwWrVqrFhw4Z8+/ZtiuMuXrzIQ4cOiZHZ+X2VI/kKTe/evdmgQQMuWbKEvXv3ZsOGDVUKSksPqVRKqVTKuLg4hoWFidsdHR1TuCtIJBLev3+ft2/fTtGPopCOKlklBEGglZUVAbBjx44EwICAgFTbrlu3jtu3b89z15OcIC4ujitWrOC4ceO4f/9+enh45PvrMTf58uULe/TowdOnTxMA169fr9b+g4KCOG3aNHbt2jXbE/nw8HCSSW4Dzs7OqQbF5YTyriru7u4EQFdX1xT7FBlYnJycWK9ePd64cUPlfqVSKdu0acPr16+rfIxG8dWQITKZjABYqFAh1q1bV0nh+PHGCg8PZ+/evdm5c2dxBjdt2jT26dOHHTp0YLdu3Th16lRKpVLWqlWLlSpV4oABA3j48GFGR0crjRsZGcl9+/Zx/vz5PHjwIO3s7DJlzcnPLFy4kCVKlBALEGjIHDKZjB8+fMhTGTZu3MiWLVvS1tY2xT6Fv9rEiRNT7PP39+eCBQsIgH379mXr1q05YcIErly5MhekzjwKX30AbN68OadPn56qlTAxMZFbt25V8r2VSCRK/6eEhAS+e/eOcrlczLgwatQosf9z585lWc4dO3Zw7ty53L59e4ZtT548ySJFinDUqFG0tLSkra1tmgn9J0yYwHbt2nHo0KE0NTVl27ZtlSbs/wYkEgmfPHnCdevW0dzc/F+74qYq7u7u/P79u+jbrq+vz1OnTnHQoEEEQBsbG1paWmbbKhkfHy9OvABk6X0gl8vTzP5w7Ngxbt26lTVr1qSFhUWeVgr09PQkoJy9QVE/YNWqVSna+/j4qDQJk0qlnDJlCgHVq2NqFF8NKvH169cUy4x+fn4pbrSgoCDRwgskFb9QWFUuXbrEo0ePskePHuzfvz/r1q3LW7dusVu3bixWrBgvX74sBs4kz08pCAK9vLz44MEDbtu2jRs3buS7d+9+6sozUVFRrFy5MqtVq8b3799z0aJFP3U1O7lUSrf9/9DjpOqz7n871tbWaS6hy+VyDhgwgAYGBqxUqRJ79erFUaNG5bKEqjF//nxWqVKFN27c4K5du9JUirZu3coiRYpw0qRJJP/nrlC+fHnxmEuXLik9L7p27UoAHDVqVK6/lOVyOZ2dnTl79mwCYMuWLbl48WJWr16dkZGRJMnQ0FACYOPGjblw4UL27duXW7Zs4bt373JV1tzk4cOHHDVq1H8yR7CTk5Oo3CompgDYvXt3Ll68mFWrVhX3tWzZkr/99lu2xnv48KFYdbFy5cqcMWMGvby8MjzO39+fZcqUoaGhIc3MzDhw4EDa2NjQxcWFgwcP5suXL7MlV06hpaXFIUOGiM+Dhg0biq6Sjx8/Fq3WJFm7dm22a9eOX79+zbDfR48eEUgq7qMKGsVXg8q8ffs2xRJz8pdYvXr1SJLNmjVjqVKlWL9+fS5evFh8wR05ckTJv1Hx+dG3R/FJPttL/veXL194/Phxrlq1ivHx8YyKivrpfGYTEhK4f/9+tmnThsOHD2eBAgVUikIPCQnhgwcPaGRkxNOnT2e5Vrm6ef/nadro6tNGV5/eFzU16H/E0dGR9vb2fPXqlVJE/cWLF8XJYX4NfIyMjFQp0O7+/fu0srJieHg4IyMjCSBVy6ifnx+3bNlCY2Nj6urqEkCuT2KTZ1aoWbOmUhn227dv54t7Ki/x9fVlixYtlPIG/xdQrMCsX7+ea9euTfW9pPgULFiQ1atXz/JYya9Ba2trvnnzhsePH2fJkiVZsWLFdI+1sbFReg8rVmVPnz7NQ4cOpRo4u2fPHjZq1CjdwE9BEPj161e+efMmy+eVHgEBAdTT0yMA8bmyevVqJZejo0ePim0BcPPmzSr1nRn3t/QUX21o0JCMpk2bQhAEyGQycVuDBg0AAH369MHDhw/x559/4u3bt4iMjMTnz5+xf/9+AMDz58/x/ft3LFy4UKlPHR0deHp6onXr1rhx4wZIQiKR4NWrV3jy5AlOnToFLS0taGv/73KsVasWTExM0KVLF2zbtg179+6FlZVVLvwC6sPd3R2TJ0/G8+fPce7cOVSsWBGTJk3CwIEDoaWlBS0tLXTq1AmHDx/GnTt3xG3ly5dHly5dULFiRSxYsABt2rSBtrY2oqKi8vR8tLT+9//R0tbkDk0OSUyfPh2enp64ffs2Ro8ejdevXyMsLAx//vknoqKi0KxZM4SGhua1qKlSsmRJVK9ePcN2Xbt2xZo1a1C6dGmUKFECK1euhLe3d4p2VapUwfz587F69WrExsbi69evKFCgQA5InjZaWlp49eoVypYtiw4dOog5UHfu3ImePXv+5/PfVq9eHWFhYShcuDBGjhwJiUSS1yLlCtevX4eLiwuKFSum9J4DgGbNmgEA7O3tsW7dOri7u8PX1zdL48jlchw+fBiLFi3CmTNnUKZMGdjb2yM8PBy7du3C2bNn0z1++PDhAIAxY8ZgwoQJmDp1KmxsbEASISEhuHTpkthWEAQYGRlh2rRpaNOmDXR0dFLtU0tLCzo6OqhZsyaaN28OS0tLhVFTbVSqVAlfv37Fjh07UKpUKTE/sYWFBR4/fgw9PT1ERkaCJFq1agUACAkJwaJFizLsu1mzZhg4cKD4PTQ0FGFhYdi2bRsePnyoupBpacSpfaCx+P4nkcvlfPXqFUlldwhTU1Px76lTp/Lz58988OABN23axOnTp/PIkSOiJfjy5cssUKCAmOs3+UdhDc5o2U1HRyff+kimx6NHj7h582YWK1aMK1asYN++ffn27Vu+efOGGzduFC3ke/fuFY/50RLu6uqa5xYqQS7nZ5sr9Dp/Vy39/fXXXwTAsWPHsk6dOnR0dFRLv3mFk5MTjY2NOXnyZI4ePZq//fYb582bx3nz5tHOzo7Tpk0Tl//OnTuXaonvT58+sVChQrxz505ui58jJCYmslSpUuzcuTPj4+M1uWXzGYmJiTx//jy3bdvGFi1acMKECZw4cSKnTp1KW1vbf6UrRHIrbKdOncS/tbS0MmVRTA+JRMI5c+Zw586davOljo+PV3rfJl8BVViDR48eTQBKAaTJuX79eor3b266HwmCwMDAQPH7t2/f2Lp1awLguHHjMjw+Pj5eXKFIHpCr+CR/vkDj6qBBnTx//ly80MqWLctq1aqleFi8fv2aBgYGDAwM5KlTp6irq0stLS3WqFFD6UJVOMEvX76cJUuW5OrVq/ngwYMUN2PJkiVZpkwZ0T/4Z8Tf35+lS5cmAJYrV04tyex/Zl68eMFKlSpx9uzZnDJlyk/tz61AEAQmJiby06dPLFWqFI2MjNiqVSuamZmJS5MymYzjx49n7969UxyvuC+SZzrx8PDgoUOH+PHjR5qamvLp06e5dj4/IpVKeefOHe7evZtt27blrl270mx75MgR6uvrs3379uJ5FSlSJNVUR9lBIpGIL0N/f/80MzdoUJ24uDieP3+e8+fPp6mpKRctWvSv8nnet2+feE2uWrWKq1atYkJCAgcMGEBvb+9s9e3h4UEAvHDhgpqkVQ0AXLp0abrlkUny2LFjbNSoERs0aJCngXBk0vMyq5PhzZs3EwAfPHjA3bt3E1AOnNUovhrUSkxMDGfOnCk+OEaMGEFPT09u3bpVTHukSHEGgHp6ely0aBFbtmyp5Ofz/v17Pnv2jHFxcfTz82OrVq3EY35MAwYkJbnPC/bu3ctixYqJwTDZISEhgZaWlqxZs6ao+Oe1JTcvUfhv/xupVKkSjY2N+fLlS379+pW3bt2it7e30sTvR368FpJXMps1axbr16/Py5cvqzT+s2fP+OHDB7VOKPr27ctChQqxQYMGnDZtGj9+/Jhm2xMnTnDMmDEEkvJ1yuVy8Rmgzpy6yYORAHDHjh0qH+vj4/PTxQ7kBd+/f6eVlRXNzc1paWnJxYsX88WLFz/1s0sQBLWnr1PEyJw/f16t/f5bUdQBqFixYrbfA87OzkqZaDSKrwa1YmhoyN9//53x8fGcOnUqjY2NxZeOp6cnSfLq1atKim9yF4fjx48TSCqLXKtWLTE10bx581i8eHECYIsWLZTGBMBt27bl9qmKTJgwgYDqqVRUQZGHccOGDWrrM7+yfPlyVq5cmVeuXOH+/ft54sQJ3rhxgy4uLnR1deWuXbu4ePFiLl68OM9TmCn49OkTS5QokeXrrn379rS1teW6detYpUoVrly5kgBEC2hGuWgTEhLYunVr1qpVi2/fvmV0dDSDg4Mpk8no7e2dodIxfPhw8Z7r3r17hvIKgpDhsqy7u3umLGKCIChNWAVByNZKhyAItLW1pa6uLmfPnk0fHx+2bt2aK1euzFTg4M6dO8Xf5tu3b1mW579IQkIC/fz8uHnzZo4ZM4YHDhz4V6zWZAdBEHj69GmOGDEiT/Po/oxcvHhRvBdTC9jLKhrFV4Pa+PDhA4GktCzt2rVjRESEWPZUoRhevnw5he9Nt27dxJrliqVcxUwPAL28vFivXj327t2bMTExfPbsmVJk6tOnT9Xie5VVBEGgubk5AajVzzi5BfDfmDxfQVhYGNu3b8+KFSty0aJFNDAw4LRp08Qcj02bNuX27dt5/vx5mpmZ8e5d9fgRZ4cbN26wT58+HDt2bJaODwgIoFwu55cvX8Tyu4q0RhlNeN68eUMALFq0qLict3fvXtFiCkBUUiUSCRMSElJkZZDL5axXrx67dOmS7rX17NkzMbo9P5dWTZ5asVKlSincpVRFKpUSABs0aJDnVa5+dgRB4JkzZzhixAheunQpz0tw5zaCIPDSpUs0MzPjkSNHfmoLeF6SkJDAsWPH8tatW2rrU6P4alAryVOepfZZtWoVdXR0Urykjh07xj59+ojO7Mk/R44cYYsWLZS2FShQQPTXk0gkalc60+PKlSspFJONGzfy5MmTotVaXSh+zy9fvqitz/yKt7c3L168SF9fX3bt2pV79+6lVCqls7MzHz58yL1793LkyJEcOnSoSv0JgsDZs2dz+fLl6abwyUskEgkvXLjAsLAwUVEAkK6/uqenJw0NDblo0SI6Ojry5s2bLFGiBDt37sx9+/aJ7R4/fqx0z1SvXp0HDhwQK5wNHjyYz58/T9eSokhH2Lt3b378+DFTL29BEHjnzh16enpSX1+fjx8/VvnYzBIcHMx79+4pBSel9qlSpUqqxz99+pSnT5/mgAEDWKVKFQJItTCJhswTExPDCxcusFq1avz999957NgxvnnzhmFhYQwODubr1695/PhxHj16lLdv3+aaNWu4detWnj9/nm/fvv0pFcbPnz+zRIkSBKAUsJVfcXZ25rRp01i3bl21uO3ldzSKrwa1c+bMGdrZ2Sn55QJJld8UFa0U5UKTfxTJ7Rs3bkwgKUG4trY2DQwM2KtXL164cIEDBw5M4QNZsmRJAsh2yUdVUeQoJZNyCsvlct6/f1/pXNTpGwj8L7ehBtURBIHz5s1j48aN84WVODUUZb8LFSokTpj09fUZGxsrrnyMHDkyS0rjrl27OGbMGDGDioWFBW/fvs3AwECliPVp06al28/ChQtTVSIzCtBRrOAocuSqe8lbJpPx6NGjqU5qYmJiOHnyZFHW+vXrp+kn+Pr1a1aoUIEVKlRg3bp1Wbp0aZYoUSJdS3hUVBSPHj1KfX19AqmXYdWgzMaNG3n27Fneu3eP27Zt48KFC7l48WJu27aN9vb2vH//Pk+cOEEPDw+6urqyRYsW7NixIwcOHMiBAwdy/PjxnDBhAo2Njblnzx6ampry77//ZnR0NB0dHdW6FJ4VYmNjefToUZqamnLZsmXcuHGj2oM1s8uTJ094+PBhDh8+nMOHD2ffvn05duxYpXv6Z5tohIWFZfrZolF8NeQo6VlfihQpovQ9MTGRt27dEr/369ePb9++ZXh4eIpjr169yu/fv3P8+PEEkjIh1K1bly9evFCpEIQ6z0vh5ykIAt3d3dmhQwe1zvSlUulPnbEir8ntB/njx4956dIllZLAx8TEcNasWTx79myKF7dcLueQIUM4efJkduzYMVMy2NnZEUhKB7hlyxb26NFD3HfgwAG2bduWZ8+e5T///JNmeqMfqV+/PosXLy5WW8vI51dRorRx48Z8/fp1puTPiKioKNasWZOVK1dWivz++PEjp0+frlQGVjHRTo2QkBBqa2tTV1eXenp6tLS05JUrV/j27ds0x05ISKChoSGrV6/OFStW/BQWvX8Tcrmcly9fpq2tLc+ePcuRI0cSgMorQeqW5enTp7S2tubw4cN569atfFfuedeuXaxVqxYBsEaNGnR0dOSXL1/45MkTdurUiRYWFpw+fTofPnz40ym9z549E+/xzPjxaxRfDTlKdHR0CqU1uQ9e8o9idmxraytGfAPgvXv3OGrUKAJgr169CIAmJibi/h8rv2XV7zKzhIWFiWNfvXo1zXZyuZzu7u7/aj/dn5nZs2dz0aJFvHXrVrYzCqxbt45TpkzhhQsX2K5du2z1JQgCb9y4wb1792baP1Imk/H58+d8+PAhP336xF69enHWrFkcN24ce/XqxW7duillhdDS0kqROih5Xu5Ro0Zx7dq14oqNquW1s/IizUgR//79O4GkcrI/Wns3btxIIKl06ZYtW7hu3Tq+fv2a8fHxdHR0pKGhIStXrkwA6ZaGjY2N5b59+zhlyhQC4Ny5c8V9crmcY8eOVYoSDw8PZ0RERL5Tev4r+Pr60tzcXO39yuVyvnv3jleuXBHfW+3bt+fhw4fZvHlzDhs2jCtWrODLly/zZRBfv379UrxnW7ZsyUmTJnHu3Lm0tbX9qY0qivs9syutGsVXQ47z7du3FDefIp8hAG7fvp0AePLkSfGYhIQErl69mlZWVgwKCuL379+V3BwUnwEDBhAADx06lCez1bCwMHbo0IHVq1fnqlWrlPZduXJF9BdUyKohfyEIAjdu3MiqVauKwWJZ9adWZEoYOXIkp06dmm33ikePHtHS0pKXL1+moaEhr1y5QqlUSg8PDzE1oKqEhYWJNe8/f/7MZcuW8dChQ/Tz80vx4ktMTOScOXPESWavXr1obGzMWbNmcf369alabz9//pz1E02GjY0NGzVqxNGjR6fZZt68efzjjz/S7cfX15fh4eHctGkTK1asyPLly4sWL3Nz8zT/x8uXLxfv1+7du7N///4E0va5Pn36NPv27cspU6Zw9uzZ4oS8atWqHDVqFKVSKR0dHWlubp5vS1L/G5DL5WzUqJFa3wGprVD26dOHo0eP5s2bN+nt7S3GpHTt2pWTJ0/mxo0b8zSX9o9IJBK6u7vT19eXMpksV96RiYmJTEhI4Pnz5wmAXbp04apVq3jhwgW+ePGCRkZG3Lhxo1rGEgRBdI3MjA6qUXw15AqJiYnixTlixAiS/7PcAKCOjk6GM+YLFy7w4cOHPHjwIP39/ZUeSoMGDcqzog/x8fFcv349AfD27dvidsUSmI6ODtesWcOOHTvSxMSE9vb2GstQPsTX15c+Pj5ZstwEBATQ1tY2RY7p7KAI6LS0tOTQoUMJgPr6+qJPXk4hCAIrVqwouuxkZN2dPXu2qCgrsLGxETMqSCQS7ty5k6dOnRL3JyQkcNWqVTQwMOCYMWN47do1kqSDgwO1tLS4YMGCTMudkJDA7du3c8SIESmUlgMHDnDs2LFs0qQJJ06cmGYfioqBkyZNoqenZ7pBkZGRkZw1axanTJnCwMBAPn78mEeOHGGjRo147NgxWltbUyqV0tDQkF27duW8efMyfU4aVMPd3V3tWUdmzpzJkiVL0sDAgPv376efn1+KNooqbMuWLePYsWPZsGFDGhgY/HQuA+pEkY3p3bt3fP/+fapV1NSVqzs0NFSp3/QC88LDw7l//36+evVKo/hqyF1iYmLESkqZ4e7du0qzOkXgD5BUVrFixYrs37+/usXNFA8fPhStPZ8+faJMJqOvry8vX77MFi1acP78+WLasxYtWnDJkiX/yrKf/zUePHhAfX19zps3jw0bNlRbeeWgoCBaWFjw6dOndHFxYXh4OLt06cLx48fzxo0b6R7r6emZrZfv4cOH2bNnT5qYmKS7fOjj40MDAwNGR0eLLkbdu3dnnz59xPszeS5vRSaWR48esUGDBjQ1NWXdunV59uxZsc93795lyS1oxIgRrFWrFkePHs0VK1bQx8eHMTEx4kQmICCAmzZtYnBwMDdt2sRx48ZlaDlOC4XVXE9Pj+3bt+e8efN45MgRXr16VVN6OQ/Ytm1bun7ZWSG59V+D6kRERLBhw4ZKv5tUKmV8fLxaJwSWlpbU1tZOoVSnVu6dTEpBCYDDhg3TKL4afg7c3d1pYmJCHx8fkuTly5dZtWpVsSQyoN4E11lFLpenmOEaGhoqtYmMjOSSJUvYpUsXAikr0WnIGaSxqj14pXHxjAtQvVxnaGiomHN47969alN8rly5Il5DmZksSqVSNm3alIMHD1aLHD/i5OTENWvW8MqVK7S3t6ehoSFHjRrF/fv3k0wKMEuefnDv3r1s0qRJji71K4pXbN68OcPngFQq5ZQpU9i1a1dR5swCJOX6HTdunPhMUhAdHc1ly5Zx8uTJrFq1KkuVKkV7e3ulNjExMeIS7ciRI7Mkg4YkZDIZjY2Nc8THVmFR/Jn9YHOaYcOGiYruj58nT57k2Lh79+5NdczksRX37t3jpUuXKAgC58+fr9SOGsVXw8/GnTt3xAtYEWD29evXfJuvNTXi4uIYGBiYZy4a/yXeWZ+kja4+b3SbSLkkbTeT+KAwnm8wiDbF2/HzEdXK/+YUMTExfPHiRaYD27Zt28bRo0fniE+5oqhKy5YtWbZs2TQLRAQEBPD58+dMSEgQFZLo6GjOmjWL06ZNo5WVFV+/fi36HYaHh9Pd3V1lOZ49e8YVK1aI7hiKtGKKz8uXL5XaK3Ik37t3j6dOnaKFhQUnTZqUagaYy5cvs1+/fpw/f36KfYqAv9KlS/PBgwepyhYaGsrhw4dz/PjxPHr0KE+fPp1CKUtISGCdOnU4ePBg/vnnnyqft4aUrFmzJkdzLmdl8vlfwtPTk/369RMLS8XFxamcKSa7HD58OFXlVxE7pPDBfvfuHcmkSVLBggXTVXy1oUGDGrhy5QoqVqwIW1tbPHz4EDdu3IBcLhc/yYmPj8eOHTsy7LNHjx6KCRc8PT2hp6eHmjVrolChQtDS0sLcuXOzLbei/5yiaNGiqFixIooUKZKj4/xsUBDgZ+eCaG8/tfXp/c89AECwyzvE+gak2S7C7QvivgUCJPzuOatt/Kygq6uLVq1aoXr16ujduzcWLFiQ5jX55s0bvH//HgDg4OCA6Oho7Nu3T+0y1axZEyTx6tUrhIaGonfv3nBycsLFixeV2lWqVAnHjx+HgYEBXrx4AZJ48OABrl69ihIlSkBHRwctWrTA27dvoaenh65du2Lt2rUoU6YMtLS08Pjx43TluHz5MpycnFCgQAH06dMHXl5eAAATExNs27YNjRs3VmovlUqxe/dudO/eHatWrULz5s3x/v17NGzYMEXfd+/eRbly5TBx4sQU+6ytrdG7d29YWFhAKpWm2P/ixQs0bNgQ586dg0Qiwbdv3zBy5EgUKFBAqV3hwoXh6emJixcvYtq0aemeq4b08ff3R2hoaI71HxQUBCDpf1a/fn1cvnw5x8b6GalTpw6uXbuGNm3aQEdHB0WLFkWZMmVyZWxzc3MYGRmJ30kiOjoabdq0wdy5cyGXy9G5c2c0adIEcrkcgiDg5cuX6Xealkac2gcai6+GNBg9ejQXLFhAW1tb2tjYsGvXrtTR0eGQIUNYs2ZNAknV2RYtWsTevXuncA34ETs7OzZo0IAFCxbkjBkzaG1tLebzvXDhQoa+RBn5D75//54A0l0qlslkDAsLo6OjI/fs2cNly5bRwMCAJUuWZOvWrWllZcUrV65w48aNfPbsGV1dXRkdHZ3+D6WBJPls6S7a6OrzVOVujPVTjw+0277zPF62I0/X6En/R2kXOpFLpXxssZrXOpgx+MUHtYytDlauXEkA/Pbtm9L20NBQnjt3jgDYp08fkkm+b1OmTMkVuUJCQsRgluQFZMLCwgiA8+bNY0xMDA0NDWlmZiZmS9iwYYNYUGLTpk2sUqUKO3TowO7du1NHR4dGRkY0MjJiYmIiQ0JC0hz/6NGjog/x/Pnz+f79e27ZsoUtW7ZM85jg4GDa2Njww4eU/9/UlsslEolS1gpBEBgcHJzm77Fy5UpaW1tz6tSpnDt37n860Ck3kMvlHD58OA8dOpRjY0gkEq5YsUKM4dD8TzOPIAgcM2YMV61axWPHjqn9N9y2bRsFQWBiYiIrVqzIiRMnitbfqlWrprAIU+PqoCEnAf6XXNrX15cAaGdnR/J/S4c3b96kv78/ly9fnq5fUFRUFAGIUe5AUt7eo0ePMjw8nN7e3qke9+XLF8bGxtLa2jrdYAVF0v1du3ale2Pu3r2bQFL+01atWnHgwIFcu3Yt79y5w71797JDhw4sWbIk27VrJ8p56dIlVX6u/zz2IxfRRlefNrr6DH39iSTpZ/+MbzYfYXxweJb6fDL9D7HP42U7URKd9/7gmUEQBI4YMYI6OjoMDw8XtycP+jQyMiKZpAgo/IwTEhJ48eLFHHOnuXr1Ko2MjNiqVStxOTE17t69y+nTp3POnDmighwVFaWUiggA9fT0WK9ePVaoUIHt2rUTUyIpUsNJpVI6OTmJKdUEQeC7d+9YpEgRsa86derwyJEjmToPBwcH8eU4ffp0cfuiRYvYoUMHFipUiBEREQwMDGTbtm3FyndLlizhly9f+OXLF9rb2/PTp0+Z/AUpnkd2AhIjIiIYHh5OJycnfv/+PUt9/OxMnTo1R889eTns9CZj/1UePnzIRYsWpekP/WN1099++00t4379+pV79+4Vv8fGxopjREVFsUePHuJ3RfU/jeKrIccpV64cT58+nWK7j4+PmIA6JCSEx48f565du9Lt68f0JQULFmT58uWpo6NDc3PzVK25T58+TdUH6OPHj0rt4uPjCUAsHfsjcrmc379/582bN1m8eHGxn2rVqnH48OFqjyr+rxLt7UcHy7X8sPccSTL2eyCPl+5AG1193h+xUOV+PE/fpOO0DYz8/JUeJ6+Liu/JSt0ojf35/KoFQaCZmVmq5XHPnTuXav7QtWvXEgArV66cowVU2rVrx1atWmUqUEsQBLGilOLlpLAeKyrVHTx4kABEP9jRo0dz165dXLp0KU1NTWlhYcGJEyeyRIkSBCD61mYWb29vnjhxgoMGDaKlpSXlcjn9/Pz44sULLl68WPSzvnHjBitVqkRPT09OmTKFJiYmtLKy4qpVq7h+/Xo2bNgwS+XKFYGuurq6nDp1aqZySQcHB4vPoilTpnDkyJFs3bo1//rrrwyzf/yb+PLlCxcvXpyjYyiCNg8fPpyj4/xs2NnZsUaNGgT+V8k0PZKnHHz8+HG2rL9PnjwhAHp6eiptV+gWT58+5bFjx1imTBmNxVdD7vHu3TsC4IoVKxgXF5eqEioIAocNG6Zyn+7u7uzWrRurV6/OwoULc/DgwWzevDkBcNGiRWK7Bw8esHfv3ixcuDArVqzINm3aZBj9e/LkSSXZChUqlELeHTt2UC6XMyQkhMeOHRNnkeXKldOUMFUzsf7BPF62E2109fnAZKlKx8T4BtCmeDva6Orzdp9pJMkgl3d8vekIw96qHkT1b+DVq1fctGlTujkufyQyMpK3b9/msWPHMrQWx8TEsHTp0pw/fz5DQ1XPhkEm5fI2MzOjiYkJTU1NaWBgwKtXr4qWU3d3d86ePZufPn2iIAhppiwUBEHJopSdIgJLliwR+0ntWfHixQtOnDiREydO5NixY9mrVy+amZlx+fLlPHfuXJbGfPLkCefMmcN9+/axV69emfpfeXl5cfny5Vy6dClHjRpFS0tLDhw4kMWKFeOZM2dU6iMmJobfv39Pc8XsZ+Dw4cM5GuRGMrnS9K8mPj5eLHijClKpVCmbUUYsXrw4zaC0zOLs7EwAqRa9kUgklMlkbNKkidi/Iu0oNYqvhpxGcdHt2rWLFy5cEL/Pnz+fMTEx9PX1TTWKOjUiIyPF4xUlVBWfAwcOsEyZMpw9e7bottCqVSsx3RQAurq6UhAExsbGppoFYu7cuXRwcKAgCAwNDRVL2SoU4hMnTqQql0wm49atW8Vx6tevr7QktnLlSjZp0iRrP+B/nCDnN/zw5xkmhkep1D4xPIqna/Skja4+HSatSbWNQplKC7lMxjebj/DFyr0/pYU4qzg5OYnX8ODBg5UqKqqDDx8+0MbGhkBSqj9FZob69evz2LFjaR734MEDzpo1K8P+7ezsOGnSJJXTWy1ZsoSVK1dm8+bNSZKOjo68f/9+vs3Hm941GxAQwISEBCV3F1VI/gxNy385vzN+/PgcLxusqDJqaWmZZpvbt29zxYoVnDZtWoaFivKjr7CiYiMAPnr0SGnfixcv0lRQv3//Lr5nW7ZsmWaGpeR9/PhJKwdvesTFxfH8+fNpXu/6+vrU09MTx1DES1Cj+GrIacLDw5UucIWPrwJPT08uW7ZM5f4UN8/ly5d54cIFjhw5kgBYr149enh4sGXLlkopjooUKUIAKXwKFR8LC4tUx9mzZ4/YpmjRotywYUOGDyuJRCL6Iv/4SV7ZTUPOEu3tx69XH1KWmPIBbGtrSwA8f/58msd7nrkluke83nQkByXNPyh88Lds2cJ//vmHly+rN6XbrVu3qKWlxRkzZrBZs2ZKlk2ZTEYjIyMlH39BECgIAiMjIzlw4MAUwX1pce7cOW7evFmlttbW1jx58mSqlbnyGwq3hnXr1qlVafr48SMfPHjA9evX51uFPyMOHDiQQlHLLImJifTx8Unzt1U8x9O6DhUBnGXKlEnX7eXDhw9KK4n5KU+wwiIKgG/evFHaJwiC6O6R1upG8oqsPyIIArW0tAiAs2bNEtuNGjUqR86FTKrG2KBBA7Zv356FCxfWuDpoyH2SK4GdO3cmmRTkcvv2bW7bti1TS3wRERFcuXIla9SowdevX3PmzJlKwWQKi3DTpk3ZsGFDamtri/5E9erVE6tFKZSg1HwgXVxcUiS+btGiBa9cuUIPDw/GxMTQ29ubly5dUmozaNAgjh49mnfv3qW9vX2mlo005DxeXl48cOBAmi84QS7n3cGzRMX389G8zen7b8LV1ZVz5szhwIEDuWvXLiW3hCZNmnDbtm1cuHAhN2zYQGNjY5qbm3PmzJmZcl+QSCQ0MzPLVG7gn4WZM2dy3Lhx+dJamJcEBgaqtCKQHpaWlqxSpQo3bNiQ6n6Fq54qfqxpkTz4SvHJb7ncPT0907Sey2Qyfvv2Lcs588+dO8fBgwcTAMeNG0cA/Oeff+jg4MCvX7/y+PHjnDNnTo5Z7wMCAjSKr4bcJfkyx5gxY5Ru/iFDhrBSpUqpJpVPj2/fvhGA6Ju3YcMG6urqcs2aNTQzM6OBgQEBsGzZsqxdu7Zo6VM12Mfb25vv3r0TA22srKzEJNiKj7a2tqZc6U+MIAgMfOLKuIAk15Swdx6i0nv5tzEq9xPt7ceIT3njJykIAp1mbealX0fQ53r2LF85QWhoKO/cuSNawWxtbTlv3jz26NGDd+/epbe3t1ihsVu3bmzSpAkfP37MAgUKsFq1aqmmH0sPX19f9u7dm69evcqBs8mYXr16cfTo0Tx69GiKZ40gCHRzc8uRceVy+X8u0FYikXDcuHG8fv064+LiePz4ca5evVr0xZ4wYQLHjh3LuXPnKmVF+ZGLFy/SzMwsXet/Vn1RFXz69Enp3aHIUJLfkcvl9PLyoqGhIQGwW7duWcpUdObMGQIQ/ck9PDxSXR3NyWJUGsVXQ67z9u3bFG4Gffr0YadOnVinTh3q6ellWoGUSCR89+6dWIdb8alSpQq1tbV56NAhTp8+nTKZjMeOHSOATFe28vb2zlLEtob8jyJ38Bm93owPiaA0Np5Xfjehja4+3+8+pVIfQU/fJWWfKN6OX688yGGJUxLp4SMq69e7TMj18VPD09OT9+/fZ2hoKDt37sxGjRqxa9euHDNmDA0MDHjixAkaGRmxa9eubNu2LQcPHsyxY8dy3rx5ontSsWLFGB4ezjFjxnDmzJlcsmQJTUxMaGlpyV69eqVrGXJ0dOSUKVNy3PczNfbv38/Ro0ezQIECNDIy4tGjR7l27Vq2b9+epUuXJoAUwXpBQUEcPnw4nZ2dszzukSNHCECpIpyfnx8jIiLEKnmZ4fnz56lm5clPPHz4kIcOHWJ4eDiNjY157do1fvnyRckqLpfL+fr1aw4YMID379/P8lgAOHDgwCxfU7t27SIAbty4USn3dX7nx3RkADhx4kQGBQVl+n39Y/sfszVlJqtJclQ1ZmkUXw15gouLi5LD+W+//UYAoltBVn2ekudaXLJkCSdPnix+79KlC93c3AiANWrUYLdu3UgmJcFfuXKlGs9OQ34j1i+IjtM28N3O1AMT7w6eLSqN4e+T0uLIpVImhKnuevP5yGWxj1drD6hF7uTIpVJ6nr7JAEfXVPfLEhJ5rYMZbXT1+WbLUbWPn1n8/f0JgFOnTiUA+vj4iJYyRR7uihUr8tGjR/T29mZYWJiYpqxBgwb09PTkx48fxcIvUqmU3t7e7N+/P01MTDh+/HiuXLky3QCiL1++EECeFo/5+PEj27dvr7TSdeHCBU6bNo3//POP2E5RfrV169YMCAggmfQ8++OPP2hpaZnCtSEttzCZTMYtW7Zw2bJl4mrY8OHD2bp1a1aoUIHNmjXLlPwKuX8sA52fUMhoZ2fHYcOGcfLkydy7dy+9vLxStJVIJFy9ejX//vvvLI2lyB5Ut27dLLmbJI//0NfXz5IMecXNmzd55swZ9u/fP4USnF3/aqlUmi2XD0U60rRwdnbm48ePSWoUXw15iEIJ/dFloGfPnmobY82aNfzll18IgHK5XByne/fuBMDff/9dfAF/+fLlX++q8PXr1zyxfuU1DpPWiEppgMOrFPvDP3jRfvSSNBVjVZDGxdNx2gbu6j2Ol06fU7sP5ouVe2mjq89jJdoz9M3nVNvIZTLGh2TOVSinkMlkPHjwII8ePcpTp04xISGBBQoUYPPmzfn333+zY8eOXLp0KQGwRIkSnDt3Lv38/MSl4B8Da8gkZW/AgAGMjVW9AEnfvn0z1T6viI2NTeH+4OjoyBIlSnDdunUkk9y6FDmLAXDBggXpXmfjxo1jgQIF2L17dw4ePJgWFhZMTEzMlFw6OjosWrSoUprI/IZMJuPixYs5cOBATpkyhYmJiXRycuLKlStpYWHBCRMmcMaMGWK2HpI0NTXNUuyFXC4X3x9ZtUz+zNy5c0e8/tatW5dt1w91oQigv3XrVop9pqamontGMnk1iq+GvCEyMpJVqlRJ1cdHHZXOFMo0ADEVTfKUYz9+jh5NaSkTBIF37twRS6z+rIwaNYoAMv3iI8kKFSpkWFwkP+O64RBtdPV5olwnRnr45OhYismUugOrnOdsEZX3QKefwy/wR7y8vDhz5kyxypYiB6ehoSH/+OMPXrt2jWRS8nmFdeZHzpw5wwULFqjsdvT+/XsaGRn9FFkbMkIRZ6CwOBYrVizTvs+ZJTEx8acyCHTv3p0HDx5MMSEIDw/nnj17OGHCBJqbmxMA79y5k6UxypUrRwCZCsb+N5GYmMjXr1+L12Ljxo3z3KBy69Yt0T3qR1LL5kSN4qshr7Gzs0txYSrKHGcHRXqmnTt3snfv3kr9N2jQgABEf7v4+HjGxMTw1KlT7NSpE0nl2e3P9JCbN28eDx48yM+fP/PSpUviTPf58+dKNcwHDRqkUn+KNEqFCxfO0QpgOYUgCPx+34WRn3M+u4YgCDmyLJwYGcNXaw/Q4+R1tfedm1hYWLB379708PCgXC5njx49OGrUKNra2nLQoEG8d+8eHz58yL/++ivNPuzs7Dho0KAUmR6uXr2a6gv49evXXL58udrPJTPIZDKeO3eOGzduzFSFOw2ZQxAE2tjYcOzYsek+q75//57lVZnk1fLCwsKyKqpIz5492a1bNzZv3jxP3XKywu3bt1mtWrUMcxbnNOHh4UoW3eTFW+RyOcPCwrhmzRqN4qshfxEdHc1WrVqJF2adOnXU0q+3tzdNTU25fPlyse+OHTvyzz//ZM+ePVO1NCf/3qpVK7XIkZt8/vxZlL9MmTIcN24cixYtSgDs0KFDlpX4MWPGUEdHJ9MVujTkDRGfvOl9wY6yRAmlsfG8N3QuL7YczqCn7/JMpk2bNrFGjRocNmwYw8LCaGxszOnTp/PKlSts3Lgx69Spw127dmVYBS0qKor9+/cXlRvFNZ9WEYzRo0fTwcFB7eejKomJiTQ0NGTZsmXTzR/9b+Tr16+puq7kJB8+fOCwYcNyLKXdu3fv2Lp162wv8x8/flzpffMzGVjyG4qiVQojz4/I5XLRx5oaxVdDfiL5g6BatWpqm1WTST6/Xbt25Zs3b1i+fHkC4PTp08XxihcvLv5dtWpVMUtEwYIF1SbDz4wgCGLA4OfPqfuZasgfxAWE8mSlbrTR1eeTaX/Q95aj6CrxeMKqPJVt+fLlPHLkCAVB4NatW3ns2DFOnTqVK1eu5G+//cYBAwbQ398/Q4ucq6srhw8fzhUrVtDT05MtW7ZMM5frw4cPxepsOUl0dDQPHDiQprUxIiKCO3bs4KVLl9i+ffsclyczBAcHs1WrVty1a5daS683bdqU7dq148WLF9XWpyqYmJhw1aqcu9YVwZNZcR9TEBkZyadPn+a5xfTfgr+/f4arOxrFV0O+xNHRUWkWrKWlpZZgocTERD5+/Jhr165NYektXLgwK1asyDZt2hAAy5UrRwMDA965c4eenp6ahPHJOHXqlDir3rlzp0YJziKyRAlDXD9SFp+2v+qHPWf5cuVflERlzsUk0v1/6c3uDZvL+KAw2jYewuOlO9D7kn02JVcvd+/e5YEDB5iYmMg+ffrQz8+PzZs35+7duzM8VhAEvn37ljNnzmRoaCgTExPp7+/P4OBgpcnqhQsX1FYyPDIykhcvXmT37t1TuFZ4enqycOHCnDx5cqrHJl+N+fXXX9Uij7rYtm1bimfi4sWLs92vh4cHLSwsuGXLFjVIqTqKctg5ZUX9+++/CSinjtOQ/9EovhryLREREezUqZMY/HbqlGr5VFXh2rVraQa4NWvWTPz7Z/O3yi2SVx9q1KgR/f3981qkn5J7Q+bQRlefN3tYptj3YsUenqpiKCqvL1bsyXT/nqdv0nnOFkZ/TQrskkullMQopwqUy2QMePyScYF5577i7u7ONWvW8NKlS5w9ezavXLnCiRMn0sjISOU+pkyZwps3b5JMerG1bduWNWvW5LFjx0SLnKLIQXaxtLRksWLFCKSexunw4cPpyn7v3j36+fnl+WQ6IiKC165do6+vL8mkSYS/vz/d3d35999/s1GjRjlWaCO38PDw4NixYzl//nxu3LiRnp6eKh8rkUj4999/s169eilWEp4+fUog9ewjGrKPIAg5ZgXXKL4a8j0Kn9ucmLXfunWLAHjy5EkWL16c9erVY7Vq1cSqMho05CSnq/egja4+j5fpqKQECXI5bYq3E5VeG119vt+lvomfggsXLlBfrz6XFGnMjsWrcde27XmijIWGhnLEiBEEwLt377JXr14EwKVLl6rcx/v37zl06FBevnyZU6ZM4ejRo1mhQgWuX7+eR44cIZm04jNixAiV01CdOnWKlSpVSnN/XFzcT5XxQIGLi4vSZH/t2rV5LVKOExgYKJbLffXqVYbXeWJiopgKrnjx4uKkShAEserokCFDckP0fE9AQADd3d0zvBcSEhJoZ2entO3EiRMcOXJkitz9W7ZsIQBxUqZONIqvhv80ivKJANi1a1cePnxYvHlbt26dZqCMhtRp3rw5CxQoQFtb2xwtOflv4YvtPd7uO40ep26k2Pd4wira6OrzgclSfr1snyMKaY8ePWhRT58DClZlp4IVaDRwcJ6kJZLL5Rw+fDgBsHbt2mzRogVHjhxJW1tb2tnZ8du3b2kqq3v27KGlpSU9PDzo6enJWbNmcenSpQwKCmJgYCAFQeDIkSPF81q7di0NDQ3p45N+WjtFXtDWrVur+3QzHFcRhJNTFi+JREJ3d3e+fPnyPxe7EB0dzQULFnDw4MEZumg5Ozvz7du34rUil8t55coVFixYMF9X8fz8+TNdXV1zbTzFO7RQoULU09NLocRGRUXxjz/+ENMXkkkTiMTERJ4/f54A+O3bN75//54kxZz7ZmZmBMB379QbjKtRfDX859m4cSNXr17NVq1acf/+/WKORwAsUqTIf+7FkB0EQeD69esJJJWz1JA95JKcDXhxcHDg5qUreN14Lt32/5PxATnIkydPCIB//PEHmzRpwu7du9PQ0JCDBg1i27ZtCYDTpk3j4MGD+enTJ3779o1GRkYEkG70vlwu54gRI+jp6cmtW7eyXbt2BMB79+7l8hlmjEQiUbLEqiOlo4bUCQoKorGxMYOCgjJs+/btW378+JFhYWEsVqyYmG86P5K8Mlxu8fr1a379+lUc98dUhIpJZN++fQmADg4OrFixojjZBUAnJycCECf40dHRdHBwYN++fdXinpSc9BRfraT9qqGlpcXMtNegIb/QvHlztG7dGo6OjnB3dxe3N2rUCGvXrsWQIUOgra2dY+OvWrUKq1atyrH+84KQkBD4+vri119/zWtRNPxExMfHY8mSJXjz5g0AwN7eHoMGDcLly5dhYmKCixcvYvPmzbh58yb09fURExMDmUyGLVu2pNmnt7c3Dhw4gM+fP2PWrFlo1KgRKlSogOHDh2Pp0qVo0aJFjp0PSfj6+qJ69eoqPUM8PT1Rt25d7NmzB1OnTs0xudLi+/fvqF69OqytrdG9e3c0btw412XITa5du4aQkBCYmZmluj8uLg4LFy5EoUKFsGPHDjx79gw1atRA586dYWxsjLVr1+auwCoQHByMihUr4tdff8XLly9zdWwtLS3x7x/1wejoaOjp6aFhw4aQSqWoWrUq6tevj4CAAERGRuLatWuYNm0a/vzzz1yRk6RWqjvT0ohT+0Bj8dXwk/Lp0ycOGjSIAJRy/QJgixYtcnzJHoBaUwflBIFOr3m1/Tg6Tl1P4Sf0afwvI5fL+ezZs7wWQyXu3LnDRYsWMSEhgaGhobS2tqYgCLx06RJHjRpFIyMj9uvXj6ampvT19eXevXtV8tWsX78+lyxZQpK8ePEilyxZwufPn3POnDk5di716tUTnyOqLju/fPmSJUuWpJmZWY7JlRFXrlwR89P+20vyCoLACRMmiEvsyYmJieH69evZrFkzkkkZHKytrWlkZMTFixeLy/NZwd3dnd+/f8/UMSNGjGDFihVZsWJFurq6pvnOeP78OQGkWabby8srx4oQpVVARsH06dPZvXt3vn37VtxWr1491qtXj0OHDuW+fftyRK4fgcbVQYOGJL58+cIuXbqkmumhY8eOOTbulClTWKJEiXxdEvnesLlikFWQy9uMD2BSpbG324/T95ZjDkv33yKzE7EbN27k6rJndti8eTOnTp3KMWPGpFiCHj9+PA8dOsR27dqxX79+PHXqVJov9x9RuCt9+vSJffr0YevWrdm8eXP+/fffNDMzY3h4uLpPhd7e3vT39+fevXtpZ2fHy5cvZ6ik6+vri8+cvPaRl0gkeZ51IqdRBE7379+ff/75J2/cuMH4+HiSScqRlZVVimM2b95MAFn2hVdMKgCwVKlSKv3GDg4OKd5Jtra2qbaVy+Up+pRIJDx37hyrVq0qHl+xYsVs5R/OCm3btmXfvn3F35gkV69eTQDcvXs3R48enSvBoukpvjm3tqtBQz6kVq1aCA8Ph6GhodL2ly9f4tGjR+L3/fv3q3VcPT09REdH4/z582rtV50Ua9cUprHOiK1WGqXq11TpmOdLrPHSag/uG81HxAevHJbwv8Hbt29RqFAhuLm5qXzM8ePHYWFhkYNSqY/Zs2cjMDAQq1atgomJCTw9PcV9K1euxPTp0+Hk5IQ///wTCxcuxIsXL1Tqt0yZMgCAFStWwNXVFREREShfvjzMzMzQqVMnjB49Wm3nQBJyuRw1a9aEra0t5syZgydPnmDQoEE4fPhwuscOGDAAffv2RUxMDD5//oy7d+8quV8lZ9iwYejYsSNcXV3VJntydHR0lJau/408fPgQx48fx8mTJ9G+fXtERUXBzMwMe/bsAQBUqVIlxTHFihUDABQoUCBLYzo6OuLt27d4+PAh/P390/2NbW1tYWxsDENDQ3h5eUEQBHz//h0hISEYOnRoqsdoa2sr9Xnjxg2YmJggKioKfn5+4vagoCAULlwYcXFxWTqPrLBq1SoEBgaicuXKGDduHJydneHn5wd9fX3Y2dmhTp06eX/NpaURp/bBT2JR0KAhPR48eMAWLVqkmeMX/x/wpm4GDRqkVFs8v2FtbU0A3LThD5WPeTL9D9ro6vNYifaM+Pgl54T7D+Hv789GjRqJ16Eqafesra1ZtWrVXJBOPbi4uHDixImcN2+eUnS4ItJb8Rk0aFCmLJJBzm94aIAFm9Wpz4YNG3LIkCGMiYmhtra2WlxBJBIJV61axZo1a7Js2bIkk9K0mZqaijJnJkvMihUrxEj5UaNGce7cuQwLC+PZs2fZq1cvamlpsVGjRixVqlS2ZdfwP+RyOa9fv85+/fqlul8mk/HVq1eZ6vP169diOs6oqCieO3eOgYGBGeZIrlSpknjthISEqDyeIAj88OEDFy5cyK1btzI4OJh9+vQR+5o3bx7DwsLyxKIfHh7ORYsWccSIEdyzZw+HDx/OiRMncuXKlbkmAzSuDho0pEThw6X4DBgwgA0aNBC/K/42Njbm9u3blY5VRNX+qJRIpVIxF+SP5EUKqfRISEjgs2fPxMpHik9mcilLYuL4Ye85+t1/mmNyepy6wbfbj1MaF59x458cQRBYrlw5MWp6+/btLFeuXIbHJSYmEgDPnz+fC1LmLFeuXBGvRW9v70y5A1xsOZyLijRid53KnDtrNgMCAkhSbf60ISEhHDJkCLdu3ZqiQtnZs2f58ePHTPcpk8l48ODBFJPviRMn0szMLFXf1MwQERHBlStXqlSoJz4+Pss+rf9lfszUkXwiBCBDX19fX18ePXo01X1fv37l7t27ldyCFBNECwsLvn79mm5ubmzevHmaGRcyS0hICIcOHZqtPkhy586dbNy4Me/fv5/tvjKLRvHV8J/Fzs6Ou3fv5qhRozhmzBiOGjWKpqamtLKy4sOHD+nq6spevXpRR0cnXQswAJ44cULM66jYljyAQKF8/Cz3iaIq0bBhw7h06VIC+S9Z+/f7LqLf8cuV2XuYqwNpXDy/XrZnjG+A2vsODQ0VfXWzUsjFzc2NANitW7efvhrhunXr2L17d65YsYJmZmb8448/VLJc2RnP5wCdqtzySzfKk+XHnTRpUo5NPB89ekQArFmzZpb7OHLkCO3t7enq6spPnz6xf//+rF+/Ps3NzVU63sPDg9ra2mzVqhWHDBkiFhAIDw8XU7sB4MyZM/n169dUJxOenp5iOwsLiyyfy38RhX9uy5YtlVJ6AeChQ4ey1beinx+vBfx/ejBFHlwAHD16tFpyDyvSjp07d47R0dG8fPlylvp59+4dAeS6nzGpUXw1/IcBwFq1ajEhIYEhISEMDg4mmTSLXrRoEQHw5s2bFASB8fHxDAkJoZ6eHrt16yY+TLZv366kAGtpaREA586dq2SNEwSBANQyU85NFHlSN2zYkGHwXXh4OMuXL59C6c8pAhxdRcX39R+H02wnS5TQ/9ELJoSpv/JfcuxHL6GNrj7P1u5LaWzmLdBRUVGcMmUKTU1NuXv3bj569Ijdu3dXur62bt2aZfk+f/7MxYsX/yusdlOnThVz3F6/fp19+/bNMDOKLD6BY/sPYZhPUvnmR48ecfjw4Rw1alSOBJYGBQURAPv06cObN29mKmjn3LlzLFOmDAEoWYplMhmNjIx49OhRlcuEv3jxgmfOnOGcOXPYokULMSAwJiaGu3fvTmGB/LE0L5k08Tpx4gS3bNnyr8/0kBMsXryYN27cEN8Pd+7cYWxsbJZdDT59+qT0P0vOgwcPuHr1au7evZsVKlRgqVKlePfuXXWcBkly2bJlKQw/1apVy/A4X19fNm3aVPy+c+dO9ujRQ21yZQaN4qvhP8uXL18IgP/88w8PHz6c4mbW09Pj4cOHqaenRwBcsGAB9+7dy3Xr1rFKlSqpWoLnzZvHx48fE0gqg6xIqu/u7k4AXLVqVR6fdeZITExU+eG8bt06AlmPds4K3+48ofuxq0oWvB9RKKQXWhin2y67XOs0PsmnuaQB44PDM328u7s7Bw8eTHNzczZr1ky0rjk7O+d5hH9+IywsjH369BGvzW/fvnHw4MEpKkb9iKWlJV++fEmSNDU15Y4dO9ioUaNUI+S9L9jRcco6hr1NvTBGRkilUrq6uooy9urVi+XKleOBAwe4Y8cO7t+/X6l9YGAgL168SENDQ3FJ+sWLF+mOIQgCt2zZwsOH0574KYiOjubr169pbGwsWv0VynnPnj3ZtGnTFK4Thw4dEp9ta9asyczpa1ATgiCwb9++HDlyJMeNG0c/Pz/++eeftLe3F/cnx9jYmDVr1iSAHKv8p1gFVHwqV66c4TGDBw8mAHECKJPJ8mz1SaP4avhPExgYyAkTJqTqvpD8JSCTyXjlyhUePnyYffr0Ybly5Vi3bl1WqVIlTfeHokWLEkjyDwbAYsWKUSKR8ObNm5w3bx4BcMqUKXl49upl5cqV7N+/f16LkYKLLYeLQXaSqJyzRIe/96TjtA30vmCXcWMN2eavv/7ihQsXxO9v377lsGHD0rX8Xr58mdbW1oyLi6O5uTkfPHigtD8yMpJv377l++eveKykAW109XmtQ0of4OTpmFRh5MiR7NixI+vWrUs9PT0WK1aMjx49IklxpUmxBN6iRQul80qP48ePs1evXty0aVO67SIiIsTn0pIlS1SazCYmJrJz587iMn1upJnKK2QyGdesWcOrV6/m2pjBwcH08/NTqW3Hjh1TvF/GjRuXot29e/fStASrGy8vL/HazYi4uDhRph/vubxAo/hq0EDyn3/+IQCWLVuWHh4evHPnjpi4PCMEQeD79+9Zt25dWlhYcNCgQUrJ65N/evfuTQA0MDDg/fv383WezKCgIHbs2FFlq8HBgwdZoUKFfHdOAQ6veH/EQnqcVG/ZSw15y/Xr17l7927xe3x8PGfPnp3usq5MJuPhw4c5ZcoUnjp1KsW1qrhPe/XoyXN1+tFGV5/2IxeRTHJF6dKlC5s2bSo+KxISEujm5pbhKoeVlRUBiKtBtWvX5vDhw2lsbEwASqVbixYtyu3bt6tUUnn48OFcv359hop4dHQ0AfDJkyfiNn9/f8bGxvLDhw+ZLqbwb0OR8WDRokVq61Mmk3Hs2LE0Nzfnnj17lPaFhoYSgMqZDGQymbgKpPj8WKI7MDBQ3K5oo8hfrQ6yY50VBEF088gJkl//crmc79+/Z1hYGOVyOb28vHjnzh1euHCBN27cEONXqFF8NfzXEQSBT548ER8Y9vb2PH36NC9dukSJRJKloID+/fuL/e3Zs0fpoWViYqLUNiEhga1ateKHDx/UdUrZInnqKFWJiYkhAJ46dSrV/UFBQYyIiFCXiBqS8fXrV3p5efHly5c/ffCaqri4uNDExISHDh3iokWLOGbMmGxPJq9fv84HDx5QJpMx5lsgv1y6zxDXj5QlShgREcE5c+Zw0aJFXLhwIaVSKZ2dnQmAbdq04aBBg9KcJEqlUk6ePJn379/nly9fuG3bNrZq1YrVq1cX77OxY8dy79697NmzJ6tVq8b58+enKaeqCndarF27ljNmzBArVgLgtm3bstTXv4GzZ8+yU6dOao/B2LJlC4GkgDYFd+7cyfSzVRFQBoDt2rVL1fXJ29ub9+/fFwMq9fT01HIOCgDw9OnTmT4uMjKSAFihQgUxVai6FPLQ0FAuXLiQQFLw9cyZMwmAI0aM4NChQzlp0iSuXr2ap06d4o0bN3jy5EkeOHBAo/hq0KDAxMSETZo0SdVS27Jly0z1FRoayg0bNqTpBpGahWXJkiUEIC6B5iXh4eFZ8hGrUqUKnZycSJLnz59Xyj25b98+1qpVS61yakiibt261NHR4fLly9m1a9ds+1nL4hMY6e6jJulyjqCgID558iTHSn7fH7GQNrr6vN1nWpptHBwcuGbNmlQtyKpgZ2cnBjqtX7+eWlpafPPmTbrHNGrUiC1atOCOHTsyPd6DBw84e/Zs8bu7u7tYTezHiamvry+rVKmSoSvFv4HIyEiV8mJnlpIlS3LatKTrJzY2VnwHPHnyJNPXS7du3SiRSCiTyVI8myMiIliyZEkC4L59+9S68qZwVShSpEimny1yuZx///03Dx06xKZNm7Jfv35Zum6TI5PJ6OXlxQEDBrBChQps0qQJPT09GRUVxU+fPmV4vEbx1aAhGYqHhSAIPHLkiGgR6dSpExs0aMD27dtnuKyoSDsFJKWr0dPT44cPH2htbc1ffvmFQMqUVOfOnROXPPODL923b99SlTMzLFiwgLq6uuL3gICAHPc7+5n4dOgCnWZuYsw39Sht9vb2nDJlCpcvX54txVculfJKu7G00dWn85wtGR/wL+Z0jZ600dXn8dIdlBQJDw8Ptm/fnnv37lXLOHK5XLQOKj4/PmfCw8O5b98+9uvXj6VKleKBAwey9H8uU6YMDxw4oLRNYZUDlPOPK7a5uLhk7cT+QyxZsoQNGzbk9etJLlXOzs48cuQIAXDdunVcvHgxIyMj6ebmxuDgYPG3bdOmTabGsbe3F1cRk/Pq1SuWKFGCO3fuVNs5KVBkJSpdunSq+4ODg1VazXv48CEHDBhAY2PjbMnStWtXLl++nK9fv85SHxrFV4OGdJDJZLS0tExhsQ0MDOTTp6kXZmjevLnSjX3x4kWOHDlSTD907949dunSha9evWJgYCA/f/4s9rtp06YcSa2UGXx8fDhs2DBWqlRJ5WN8fX1TbBs5ciQ7d+4sfk9ISNAovv9P6OtPYiq2B2OX5bU4SsQHhYmyXWo9Kq/FyVEysop5nb3NG90n8fMR5VylsbGxNDIyora2dqbHlEgkDA4OVrLYubu7s2HDhqKrhp2dXarR+tWrV+f8+fNT+HeqQnh4OOvWrZtCuVVgaGjIbt26KY3r6uqabkaR/7pvcHK+f/9Oa2trurm58ejRoyneGZUrVyaQlCJTsW379u2ZzmOryKjQpEkTcZsijaSOjg4NDQ3VfWokyY8fP6b5blJUk0xvhbBjx45KRaCyKoO+vn62syNpFF8NGlRAKpWKfnBDhgwRb143N7cUDy4PDw8CUEqt5O3tTV1dXT58+FBMaK6np8eGDRumeEAWLlyY48ePZ2RkJCUSCffu3Svm3kyN79+/E0CWE4knR6GcGhoaqlwVSuHb+yMjRoxQcnVQpE7Kq+C3xMgYCvnAmk6S0T7+PFmhC2109flsiXVei5OC15uO8HqXCfS95ZjXomSa+KCwDHM2xweH89KvI3iyYld+t1PNmhkfH0+5XE5XV1euWrWKJiYmBMD+/funWw0rKChIzOzSp08fdu3aVbzXraysMuVOlJ17x8/PTxxXJpMxISFBaey7d++qHGwlCAJXr16tmcimAZCUveD9+/eMjY1loUKFCIDVq1ennZ2d6Kv75csXfvjwIVvpChXuEwMHDsyyBTQrKK6d0NBQMUvRpEmT0vRNf/78OQsVKsT79+8TAL28vEiST548YcGCBVVyratfvz5dXV2zLbtG8dWgQUVevnzJoUOH8vfff6eBgYH4ElHkBU1OsWLFlB5CgiCwfv36vHbtGskkRXjChAksU6YM27dvTy0tLZ44cULsc+LEiXz+/Ln4cs3IKvDhwwcC4OTJk7Od87Vnz55K1oSMUCjyGaHInJEX/oJvtx+nja4+r3eZQFli/siJG/HxC32uP6I8n5Wr/pnxu/+Ux8t05MlK3Rj65nOa7b5eeSBatR2nrMuw3/j4eAIQFRgALFCggOgLn9717+XlxYEDB1JfX59AUjoxFxcX0fql8InPDebPn0/gfykWK1SoILpLrFu3Tqzqlh5yuZwVK1ZUa5DSf4EPHz4wMDCQISEhXL16NYODg8Xy9r1798532XDSQxGgd/nyZbZv317JcNOxY0ceOHBAZUu24r1w7NixdNvFxcVx2LBhaskTr1F8NWjIJImJiWzQoIGYXmbjxo1csGABvby8RP/c1Cy0EomEtWvX5qJFi0R/KHd3dxoYGPDmzZvs0KGD+BD8+PEju3fvzpMnT9LaWjWLoJeXF6tWrcozZ85k6/zi4+PZp08fldsrfHdVWfYcP348J0yYkB3xsoSiuISNrj6jPFO6ZSiQxsXnG6uwhszzcvU+8f/88UDKohQKEiOieaPbRJ6r25+BT1SzIBUvXly8R1u1asXBgwfT0tJSDAwDwHfv3qV5vCAItLa2Fn13b926lasWOpJi5ppy5cpx7dq1oqIybNiwFKtUqSGRSFiiRAm2a9fup1LU8iPJM+eUK1cuVXcxBYpsBQAYFBREQRBytVBQciQSSYpVSkUczMaNG8Xvc+fOVbnPhg0bprtqQpKOjo5cu3ZtdsUnqVF8NWjIEubm5pw0aVKKmz8ja6ZcLuebN284efJkTpgwgZaWlly0aJFSEJm9vT2XLl1KJycn/vXXXwRAU1NTlSy53bp1U9vDITNs27aNAJTyqqbGyZMnWahQoRyJnk4P70v2tG06jE+m/ZHmC9vr/F0eK2XACy2MmRCacaCGhvxHzLdA3u43nXbG85kYrl5f+V69ehGAmJIJSErd5+Pjo/QM8PT0VOu4OUFUVBSvXLlCBwcHDhkyhP7+/jxy5EiGim/r1q3522+/aZTeXCZ5CrQFCxaIf+/atSvXZbl16xYNDAwYHx/Pq1evcv/+/aLlXxAEbty4UUwZpurEbsKECTQzM6MgCPTz8+OnT5/46tUrnj9/nps2beLWrVs5ePDgdF3+MkN6iq9W0n7V0NLSYmbaa9DwbyAoKAhTpkzB58+f8e7dO3H7hAkTcOjQoRTt69WrB3d3d/F7WFgY6tWrh0KFCkFPTw8PHz5EkSJFxP329vbo1q0b+vbti4sXL6JQoULpyuPn54dixYqhdOnS2T+5TCIIAmJjY1GiRIl025iamsLW1hZxcXG5KF3GPBy7DF8v3gcAdL9qjapdf8tjiTTkF75+/YoVK1agT58+ePbsGb59+4batWvj+PHjaNGiBW7evKnUvlixYmjatCkcHR1RsGBBlceJi4uDra0txo4dq+5TyDYkMW7cONjY2EBbWzuvxflPER4eDpIoW7Ys3Nzc0LhxY3h5eaF27dp5LVqqyGQyhISEoEKFCihQoIBKx/z111+4desWtLW10a5dO0ilUrRo0QJ6enooXLgwqlWrhuLFi6d6bFhYGJ48eQJXV1f4+vpCEAQkJCSgYMGCKFCgALS1tSGTycR78eDBgyCplVpfGsVXg4ZM0L9/f1y/fh1AkgJavnx5fP78GU2bNkVoaCgkEgmqVKkCuVye6otj9uzZsLa2xqdPn1C/fn0ASS8bRdv58+ejdevWGDlyZO6dVA5AEvfu3UOPHj3yWhQlAh1d8WTKOpRqUAudj69HgSKF81okDfmE3r17IzExERYWFhg0aBDq16+PwoULo0aNGpgzZw6GDBkCABg7dizmzJkDHx8fxMfHY9iwYdDR0VF5HHd3d/HeT+s5kZOQhJZWqvqABg1qRy6X49SpUxg3bhwAoGDBgpBIJBleg5GRkXjw4AGuXbsGkihWrBi6du2Kli1bQk9PL0NlW0tLS6P4atCgDgRBgKurK7Zv346TJ09i1qxZsLa2VmozbNgw/PPPP6ker1Byx40bBxMTExgaGmL//v1YsWIFQkJCMHz4cJw7dw7169fHqFGjcuOUNGj4qaEgINrbD0XKl0ahkqlbizLCz88Pd+/exejRoxEaGgoTExM8efIEBgYGuHr1KgICArB161aULVs2haIqlUrh5OSE6Oho9OvXL31Zk01yT58+jQEDBuDgwYOYM2cOXFxc8NtvyisQ7dq1w6RJk2BqaoonT56gQ4cOWTo/ADhy5Ah27tyJ+Ph4mJmZoVWrVvjtt99QtmzZLPepKs2aNcO7d+8QGBiIihUr5vh46fH69Wv4+/tDIpFg4MCBeSrLv53IyEiULl0a06dPR7Vq1WBqaooqVaqk2pYkvn//DkdHR9y/fx8FCxZE165dMXDgwAxXQVNDo/hq0KBmSOKPP/5Az5490aBBAwwfPhwvX77EzZs30apVq3SPlUqlsLCwgI2NDQAgNjYWr1+/xunTpzFjxgxcvnwZR48ehZOTU7ouBRo0aACezNgIjyOXgQLaqGr4G9psnI3S9Wtmqo+wsDCsWrUKJUqUwKJFi7Bu3Tq8f/8eiYmJ+Pvvv1GjRo1ULVTbt2/HvHnzAACNGzfGw4cP4evriwEDBiA4OBjR0dEpXtqCIIjK7/Lly7F+/XoAQNGiRVO4Bv04Zlbev66urti1axdatmyJJ0+eQE9PD+7u7vjw4QN+/fVXxMbGonHjxhgyZAgaN24MPz8/xMTEoGHDhnByckK7du1QuHDhVK3aPXr0gIODA+Li4tK04EVFRaFUqVKYMmUKtmzZAl1d3Uyfg7r49OkTmjVrBplMBpIICwuDj48Pihcvjl9++UUtY5w/fx5du3ZFdHR0tt0UQkND4eLigtKlS6N9+/ZqkQ/Ieat/fHw8evXqhRIlSuDGjRt4//49GjdunKocrq6umDhxImrWrImmTZuiXbt26Ny5M4oVK5YtGTSKrwYNOQhJtGzZEqVKlYKxsTEMDQ1TvcmT4+TkJD7Izp8/D29vb/j5+eHDhw9o3rw5vL29cenSJaxZswaLFy/OjdPIEG9vb9SsWVOzTKohX3HldxNEvPcUvxcsVgQj/e5COxN+t6kRHByMDRs2QE9PD4mJiahTpw6MjY2Vrn9PT0/4+/ujY8eO0NHRgVQqFfft2rULM2bMyHAchfWxaNGiKayhjx49wv379/HPP//g9OnTaNasWabPo3Xr1jh79iysrKzQv39/TJ8+HX369EF8fDyOHj2KokWLIiAgACdOnICfnx+KFCkCiUQCiUSCqlWr4uLFi3j//j1Onz6NYcOGKfX9+++/4+nTpxAEIc3ngiAIuHLlCgYPHpxp2dWNl5cXzMzM8PjxYwDArFmz8OHDBxQqVAht2rRBcHAw9uzZk60xLC0tsX//ftFXOi0UutSPv9u7d+/QoUMHJCYmonr16oiJiUFAQAAiIyNRsmTJLMvl7++Pnj174rfffoOnpydmz56Ndu3aoVKlSlnuMzUEQUCBAgXQrFkzPH36VCmeRcHLly9x7949vHv3Dq1atcLQoUOhp6enVjnSU3w1WR00aFATcXFxdHFxoYWFBadPn86LFy9y9+7daZY/7tGjh5gqrXjx4ixbtqwYyXvr1i2uW7cu3ySPVxSmyOuKcxo0/Mi3W448VrK9mOLsWMn2lMalX3I8MwQHBzMmJob37t3jihUruGLFCs6fP5+PHj0imVTMpmjRoqmmf2rWrBmfPXumNllUQRAEfvz4kbt27eL58+fZtGlTUZ6iRYumm1IrLaKjo9myZUt+/qycN3nZsmV0c3NTl+hqQRAEmpubp/usevPmDQcOHEgAHDp0KAGwefPmannejh8/PsMiPory9fXq1WNwcDDJ/5WQT/755ZdfxL8tLS2zJdfLly8JgDe37OctixU8ve8QATA8PDxb/SYnJCSEvXv3ZvXq1VPs8/HxobW1NYcOHcrFixfneG5raNKZadCQe8jlci5YsIDTpk1jkyZNaGxsTCsrK965c4cJCQliu0WLFrFmzZoEwJ49e4oPOLlczj59+mSYND83+f333zl58uS8FkODhlSJCwjlqz8O8WaPyfS5/ijHx5PJZFy5ciWtrKy4c+dOhoeHUyKRcMSIEakqwAolOadlWrhwIc3MzLh8+XJWqlSJHTt2JAC2bduWPj4+2erf3d1d5apvqvL8+XMuWbKEANI0EGSWhw8fEgBPnz6dqeOaNGlCAGL+9aygKE2fvJplanTv3l28NrZv305BEFK9bgoXLqxkEJk9ezYvXryYZfm+vH7PslqFOEinGhe36MGGDRtmuxhSciwtLXnnzh2lwhYRERHctGkTLSws6ODgoLaxMiI9xVfj6qBBg5qRSqUoVKgQ+vbti/Lly6NSpUqQy+UoUqQIAgICIJVKcfz4cbG9kZERGjdujN69e6NevXooX748+vbtK6ZPSi3oJSO8vb3h7e2NLl26qOWcypUrh3379sHY2FjlY0ji1q1bqF27Nho2bKgWOTRoyO88f/4cdnZ2CA0NRWJiIi5dugQfHx+UKFEC0dHRKFy4MC5duoTevXurdVxnZ2ccP34ce/bsQatWrRAaGoq//voLJUqUQNGiRVG+fHnUqlUry/2TxODBg3HhwgWV01elxYsXL9CmTRvx++nTp9WWySY6OholS5aETCbLlJwKn+w6deqk2Ldw4UJs2bIFDRo0wMePH9PsIz4+HuHh4ahatWqG48lkMty/fx89e/YEkLQ0X7FiRQQFBQEA1q9fj48fP4rviokTJ4rpM62srLBmzRqVz02BJCIap5oMgkdYEMp1aYXxp3epLS3mkiVLoKWlhQ0bNgAAHBwc0LFjRwwYMAALFixAhw4dctVNTuPjq0FDLkISw4cPx5kzZ3Djxg1cvXoVERERKFu2LIoWLQotLS2EhYVBIpGgTp060NLSQoMGDVCvXj38/vvvSumOgLTzBaeHt7c3ateuDQcHBxgYGGT7nM6ePQsHBwfs3r1b5WOePXsmKuwLFizAhg0bMpXvVEPOIggCQkJCRL/SkJAQvHnzBiTRrFmzPI++zysEQcDbt2/x+PFjxMbGonfv3mjRokWW+5PJZFi2bBn+/PNPuLm5iUpphQoVYGtrKwbD6urqQi6Xw97eHnfu3IGhoSF69eql8jimpqawtLREu3bt4OTkBAcHB4SHhyM+Ph6lS5dGhQoV4O3tjdatW2Pw4MEoXDjzqfyuX78ONzc3zJ8/P9PHJufOnTsYMGAA7ty5g86dO2err9SIiYlJMx9sVjA3N8fHjx9RsmRJ3Lp1S239psb06dOxZMkSVK1aVVQUT5w4gV9//RWFChVC3bp1lbKDZJboL98R9sYd1Xu3R4HCmc+WAADfvn1DjRo1cPnyZejr66NSpUrYunUr5s6di9jYWMydOxeNGjXC+PHjcyTfPEmcOXMGLVq0SDOeRqP4atCQiyQmJsLIyAhXr15V2n7z5k28efMGMTEx0NLSwrdv33DkyBGYmJjgxIkTAICyZcsiLCwMU6dOxd69e8Vjv3z5kmlrzdOnT/H777/j2rVr6N27d7atNJmFJNq2bQtPT09UqFAB9+/fR/Xq1bPUl5+fH06ePImxY8eicuXKapY0/0M1R2Ef3bMf46dbAgC2/7EJbl4eOHjwIHR0dFCwYEHEx8cDAK5du4a+ffvmm4DGyM9fcXfATFAQ0OPKLpRulHrUvCQqFq9W/YWCxYvhV6tJ0NbJeMIVHx8PBwcH9OzZE7169YK+vj4+fvyIpk2bYvny5Wo9j0+fPuHAgQPYtWsXZDIZjIyM0K9fP7i6uqJfv37o0qULZs+ejfLlyyM+Ph5VqlRBREQEgKRnxMyZM8X/SVhYGKpWrQojIyMxK0zhwoVRqlQp3L17Fzdu3ICpqSmOHj0Kknjx4gUuX76MggULwtjYOMNA3B9ZuHAh6tevjwkTJuSb60JD7vPy5Uu0bt0aQJIiXK1aNdy8eRN//vkntm3bprZVvpiYGJw9exYTJ04EAPz666949eoVlixZgu/fv6Nw4cJo2LAhunbtil9//RUBAQE4cOAAVq5cqQlu06AhNzE3N6dUKs3UMVevXuWiRYsIgLVq1RL9uhTBKVkpIXrjxg0WK1aMAOjt7U1ZooSx/sGZ7icrvH//ngD4+PHjbPfl7u7O1q1bZzvA42fi06dPbNiwIXv37p3l/39a2Fgu4dhCtTi3cAMC4Lhx4/jgwQNxvyAIYintbdu2sWfPnly/fr3axs8q73aeEIPY3mw5mmqb+JAI3u47TWznfvxahv0KgsBhw4bx5MmTnDBhAsuWLcvKlSvnaGniCxcuEABbtmzJFStW8NOnT6n+j3/c5ujoyEWLFnHGjBls1aoVGzRowJEjR3LBggVctGgRTUxMWKpUKdaoUYNmZmZ89+5dquPHxMTwyJEjXLBgAf/++29GR0erJLdcLue+ffs4atQonjp1io6OjnR2dub+/ftpZWXF+fPnc9q0adnyRdXwc9C3b196e3vz3bt37Nu3Lzdu3Ei5XK62/k+cOCG+B3fu3EkAtLCw4KFDh/js2TP6+/tTKpXyzZs3rFatGk1MTNi5c2e+fv06XR9fzbqjBg05gKmpKUaOHImtW7eqbKnt378/+vbtCz8/P9Gva/jw4WKFqKxYV/r06YPY2FgsWbIEtWrVwslGAyHzCULNYYbobLMu0/1lhrp168LHxwc1atTIVj+hoaFo2bIlOnbsmO9KIOcEUqkUISEh2Lx5Mz5+/Cj6FF69elVtCfd7m45EQVsnaBUsgNDbV1G2WT2l/VpaWuJScWRkJF6/fp2pZfecokb/Tvh8+CIoEDUHdU21zdO5WxHw8EXSF20tFK+ZesL8H6lWrRrs7e2hra2NYcOG4ffff0/V31NdDBkyRKW8vMnve19fX7x+/RqBgYEoVaoUzpw5g3r1kv53itiC33//HZGRkQgKCko38b+uri7MzMwAAG5ubti+fbtY1KFt27ZpPm+0tbVhYWGB5s2bw83NDW5ubhAEAU2bNsWAAQNQrFgxbNmyBc+fP88XKcx+RJDKVFoByCxXrlz5TxXEePHiBWrUqAE9PT1UrVoV9vb2ao/lGDNmDMaMGSN+nzVrFhITE3H9+nW8ePECBw8eRNeuXTFy5Eh8+/YNgiDAzs4OFy5cSL/jtDTi1D7QWHw1aFCZ79+/s2fPnkoRrhnx8eNHpajeYsWKsXHjxuzTp0+25Qn/4CVawWx09RnrF5TtPlMjMjKSb9++VVt/UqmUd+7cyVdZLrJLXFwcT506RTc3N/75558EwIMHD3LlypVK//+KFSvSw8NDTLukTiRRMZTExKW5PyYmRkz1VLVqVQLglClT0mwvl8vVau3JKo8tVv9/WjMD+t52zFIfnmdv8WYPS3qcyNhanJMEBARw586dNDc3p7m5OZctW0YnJ6c0f2d/f3+lzDGZJTExkefPn+eCBQu4e/duhoaGptpu0KBB1NbWJgCam5sr7ZPJZPztt9/46dOnLMuRU3ievsljpQx45XcTSqJi0m0rl8vp7OzMp0+fpntdSyQS3r17N81nk0wm486dO7Mld35CLpfzwYMHHDhwIENDQzlz5kyeOnUqz+QZOXIk3d3duX//fo4cOZJHjhxhq1atNOnMNGjIK2xtbWlra6tS20+fPqVIZ9O6dWu1KXyCIPBCi+G00dXnqcqGTIxM/8GfVRR5LI8cOaLWfv39/X/qPMJ16tQRl7aPHDmi9H+eOXMmGzduLH7v1KkTP378KLrLLFy4MM+U/t27d4tyNWnShJcuXeKDBw/44MEDDh48mGZmZhwyZAgBcMSIEXkiY3Ik0bF02/8PA51eZ7mPU5W70UZXnyfKdVKjZKrj5ubGiRMncu7cuXz27Jla3VxU5cuXL9ywYQMXL15MBwcHJRkEQRBTuP2Io6MjW7dunZuiqsy9YXPFib/i+ggJCaGtrW2K31iR9xYAXV1dU+0vJiZGbKOYtO7Zs0c0dijchdR178rl8jy5FpLTq1cvbty4kZ8/f+bIkSPp7Oycp/J06NCBAHjjxg2l3yY9xVcT3KZBQw4ikUgwc+ZM7Nu3L912sbGxKF68OA4fPoxGjRrhwIEDOHr0KHr37o2AgACULFkSDx8+zLY88kQJ/O65oEzzeiheQ/1BYoGBgahcuTJatGgBV1dXtff/MxMTEwNtbW2xZOvTp0/Rtm1blY4dN24cBg4cCCMjo5wUMVWOHz+OVq1aQVtbG8uWLcPFixcBAIUKFULx4sUxaNAgyGQydOzYEW3btkXLli1zXUZ1Yzd0Lr7fcULlLm3Q89pufPv2DePGjcO3b99w/vz5bGV5SI/o6GisX78ecrkcS5cuRZkyZdTSL0l8+/YNp06dgoeHB0hCR0cHs2bNynB5WiaT4dq1a3jy5Al++eUXjB49OsNS6vv374eTkxPMzMzUllJRIpFAR0cnWwF13+85w2naHyjboj46n9gArYIFxKDf6OhopUwQEokE69atg6WlZZrpycLCwlCuXDkAwOHDhzFhwgRx3/HjxzF27FgAgIGBAVq0aIEdO3ak636SHor0YMD/qr7lFmFhYXBxccGDBw9QqlQpaGlp4f79+zh69CiqVasmtlPcHwYGBplOwZkdmErwr6ZymwYNeUjFihUztFQePnw41QTmUys0Z7PSlZkYoVrgSX4gJCSEJ0+ezGsx8i2FCxfOUvWs/EJ0dDS/ffuW12LkKHKJlGHvPChLTLJovnv3ji1atODEiRPp5+eXI2N6eXlx2LBhanUTIpMKCIwdO5ZWVlZ8+fIlly5dKlrnz58/n6m+Pn/+zFWrVtHKyipDOSUSCSdPnqy2lR8ALF++vFr6Ss6ZM2cIIFMuacm5cOECJRIJHR0dCYB16tTh3bt3RRel69evc//+/WzYsGGWq6Q1a9ZMfCeUKVMmS31khyVLlnD9+vX09/fn9evX2aJFixRtfH19OWPGDPr5+XHatGlK+yIiIvj8+XMuXbqUhw4dynGXqJCQEI2rgwYNecmzZ884c+bMdNvI5fJUFV8AXFGkSa5Uo9KgQYMytra2HD16tHgvZlU5yoi7d+9y9OjRDAsLU1ufwcHBnDx5Mvv06cOrV68yOjqac+fO5eLFizOsLJYRcXFxPHLkCOfPn8/Tp0+n+bvcvHmTc+bMydZYJDl79mzxf9ChQwelfdbW1un6nv/I8+fPU7gLlClThjt27CCZNLHLSjWzhIQEfv78WakCnULucuXKZasinK+vLwHQ2Ng4y31kldu3b3P16tUkyf3793Pz5s2Mi1OODfDx8eGMGTPEcz948CC3b99Oa2trLl++nCtXruTRo0cZHR3Nly9fctasWTlWzTAkJIRjx47VKL4aNOQ1ZmZmjIlJ36f2R4V33fR5PFmxKy+3Gc2E0Kw/NDVo0JA16tatK6ZQApCtwLHU8PHx4bhx47hjxw61lo49fvw4LSwsuHr1alaoUEH0G79+/braxlCgsOStW7eOX79+FbfHx8ezQYMGavFJdXFxoaenJwGkKL2sUAr/+ecflfoCwOHDhyttGzt2LAcOHChaf4sXL55tmckkg8bAgQPFZ/rt27ez3FdkZKTS75vTREdH8/r16xw3bhxlMhlXrVrFLVu2pGj39etXJaVXQUBAAL9//55q34IgcNu2bTx48KDa5HVzc/vfu3PdOo3iq0FDXqNYAktv1u7l5UUTExN6enoyMDCQZMocnvkRP/tndJ69mSEv3fJalHyFJCaOYW/dKeSDTAfZwf34NR4v05G3+0wTl/7/K3h5edHZ2Zk2NjZqde9ITEzkpk2baGFhweBg5bza379/p42NDe/du5epPuPj47l8+XKam5tz06ZN4vY7d+6wevXqfPXqFSdOnEhHR0cGBgaqfbk5LCyMu3bt4oIFC3jz5k1evnyZo0aN4q1bt/jkyZMcW94ODw8ngDQzUPyIQjlKLk9UVBQBsFGjRuL+R48eMTIyUi0yfvr0iStXrkxh9W3cuDHv3LmjljHUyc6dO1mtWjX+/vvv/OOPPzh69OhU3WIUSm9WJ4RLlixR2zvu+/fvPHz4MEuUKMF9+/ZpFF8NGvKaZcuWial/7O3t81octSGXSnmyYlfa6OrTtumwDNu/efNGfLGo08KVGmHvPOhx8jqlcfEZN86AhNAIvv7jML9efahSe7lEysttRtNGV59Ppv2R7fHzkls9LcVI+LB3Hnktzk+NVCrlzp07OXr0aN6/f1/cHhAQwAULFrBcuXI0Nzfn1atXqaenl+Y9IpVKeebMGW7dupVWVlacMmUKTU1N6eTklKJtcHAwy5UrJ953W7Zs4dKlSzlu3DjOmDFDre4VZNJk/e7du1yyZAlfvnzJ/v37s0KFClyyZIlax1FgZGREACncNwRBoJeXF/fs2UMXFxeS/3Mpa9OmTYp+Pnz4QADcsGGD+FupO4Wggr1797JgwYIEwJEjR2apjypVqnDWrFk8duyY2uQSBIGVKlWilpYW9fT0OHToUD579izVtt7e3tlSeklyzZo1mS70pCrpKb6aAhYaNOQCixcvhqOjI/7++2/o6uqqLdI5r9EqUACFy5WCLDYelMkQ5PwGFfWbp9pWEAQ0b94cFy5cwJAhQ3JUrvigMNzsZgFZbDz87z9Dh0Mrs9Xfs4U74XXmFqClhYHPTqF0w1rptpdExiDCzQsAEOzyNltj5zX1Jw5F+HtPVNBvhlL1a6p0zIsXL/Dlyxf069cPRYsWzfLYb7fawOv0LTSeOQr1TH/+4gBPnz7F1atXMXfuXHz48AEnT54EAJQoUQITJkzA5s2bAQB//fUXRo0ahcDAQKUy33K5HA4ODtizZw9GjRqFfv36oXTp0ihdujSKFCmS6pgFCxZE48aNcf78eZQvX16pdLmLiwsmTpwIGxsbpYwGaREUFISwsDB4eXkhLCwMJUuWRMmSJeHn5wc7OzsAgL+/P/z9/TFo0CA0btwY5cqVQ2JiIhYtWpTl3y09zp8/n+r2rVu3wsrKComJiQgKCgKQVHzjwYMH6NChQ4r2jRo1QmBgIOLj45GYmAhbW1ts2LAhR2SeOnUqKlSogNjYWMyfPz9Lffj7+8Pa2hpLly7N0vHe3t6IjY1FdHQ0tmzZggsXLqBfv344e/YsSpUqhQYNGqR573779g3bt2/Hli1bULhw4SyNDwA6OjqQSqUoWDB3VVFNOjMNGnIJRbqVGzduoE+fPnksjfqI8w+G3dB5CH/rjgJFCmHYx8soUr60uF+R4gwAevbsidu3b+e4TDE+/rjY1AgUBFTr1R6GttuU9vv6+kJPTw+urq4qpaZymr4R7kcvQ6tgAXQ6tg6QC6gxsDO0kykRP/Jh92n43nBAs4WmqNo191L75AdcXV3RunVrCIIADw8P/PLLL5nuQ5DKcKJsJ4BEkYplMdzreg5Imvu4ubnh/fv3qF27Npo3bw4dHR2l/YIgoFChQpDL5WjZsiW6deuGGjVq4PXr19DW1kabNm0wfvz4NBXdrMgze/Zs2NjYoHLlymKVSEX/JOHg4IDTp0+jYMGCqF69OurWrYty5cohOjoaUVFRKFeuHLp27YpChQrh7t27CA8PR6NGjWBrawuS8PPzw19//YXAwECUKVMGxYoVU4vs6UESp06dQvPmzdGsWbMcHy8zCIIAqVSKK1euwMjIKEsp2kJDQ6GlpYWyZctmatyLFy/CysoKbm5u4vaZM2fCwsICjRs3gviGQQABAABJREFUhra2dob9bN++HWZmZpkaOzW2bdsGCwsLlCxZMlv9pEZ66cw0Fl8NGnIJxexWoQT+WyhWpQKKVSmP8LfuSRt+eIhHRERg3LhxsLGxyTWZiutVQecT6xHk8haNpo5Isb9GjRq4ePEiWrZsidDQ0Awf4G03z0a5XxugQNEieDR2OSiXo/mi8WhpNSnNYxrPGIXGM0Zl+1zyE99uOuDlqn2oavgb2myYKW53mr4RX87dRtP5pmi+0AwtW7aEXC6HlpYWYmNjszSWtk5BVOuhj+93nFC9b0oL3c9Ko0aN0KhRozT3a2trIyQkBKVLlwaQZGX19vbGrFmzspXDNj151q9fj4ULF6JIkSIgieDgYDRs2BBFixbF58+f8dtvv2Ht2rViztr0+P79O44ePYq+ffvCzc0Ntra2kMvlOHToEACgZs2a8Pb2Vvt5/IiWlpZSudv8hLa2NgoXLgxjY+Ms96HK/yI5ISEhmDp1Ks6fP4+dO3fC3Nw8w3zMaREeHp5tpRf43zsxt9FYfDVoyCXKlCmDiIgIBAUFIT4+Hnp6enktktpICA6Hx8nrqNSuBSr8nr+sK+lRo0YN2NnZoX79+iq1D3R0xe1eUwAA9ScMgb71wpwUL99xveN4hL76CAAY+v4CitesAnlCIk6W7wIAKFq5PIw9rorttbS0cPHiRQwePDhL41EQkBAcgaKVsv+SVSckcfnyZdy5cwe///47TE1N81oktRIbGwsfHx8EBASgTp06qFlTNRcXBXK5HJ8/f4aenh727NmDunXrok2bNqhZsybKlSuHRYsWoXPnzmjWrFm2XGFURSaTISIiAkWKFMGePXvw7t079OvXD05OTiCJwYMHo1u3bjkuR14QHx+Ppk2bwsvLC02aNMHjx4+zVRhlx44dKFu2rFqu+b1792LYsGGoVKlStvv6EY3FV4OGfEBERAQAoGLFiihRogSio6NRokQJREVF5a1gaqBIhTJoOtskr8XINC42tvi86ggKDTNErWHdM2xfyaAl9HctQvSX72g6d2wuSJi/qNazHUJffUTZFvVRtEp5AECBIoVRd1x/eJ29g/oTBottFZac7Cxjamlr5zulFwA+fPiAvXv34urVq5gwYUK+VXzD33nA+4Idag01RJmmdVU+TldXN0PLdHoUKFBAPHbhwqTJYUxMDAoUKID4+Hg8f/4c+/btg76+PuRyOXR1dVG5cmU0bdoU1apVQ7ly5RATE4OXL1+iWLFiqFmzJkiiS5cuWbJ6L1u2TPSfBoDKlSvjxYsXMDIygrGxMUxNTdG0aVMcO3YsU/1KpVK4urqiVatWSr7TqpKQkIDevXvjwYMHmT42PT59+oS9e/ciKCgIZ86cwZQpU7Bnz55srxicOnUK9evXR79+/ZS2S6VSCIKQaX9fjcVXg4Z/OeHh4ahQoQLkcjmsrKzQrFkztGnTBrVr185r0f6z/NNwMOK+BUJbpyBGB9lDW0djC0gNQS7HtxsOKFGnOgqXLYki5ctk+FsdP34c48aNQ0BAQI5YdPKaHTt24MWLF3j16hVevnyZrSCfnOJ8vQGI9w9B0SrlYex+NeMDsoCdnR3u3r2LIkWKwMDAAG3atBEtigkJCYiPj0eZMmUgkUiwZ88e7N+/HxEREShYsCAqVaqEChUq4NSpU0hMTMTbt2/h4+OD8PBwlCxZEl+/foWPjw/atm2L2bNnw8TEBCRRrlw5FChQADY2NjAwMIC1tXWGz1GpVIrY2FgUKVIERYsWxcaNG2FoaIj9+/ejSJEiGD9+PFq1apWpc4+IiBDPdd68edi4cWOmArXs7OzQvXt3sRyzqoS9+Yzvd51R27gHiutVUdo3asQI3L95B4kyKUaMGYXRJibo3Lmzyn2nx+bNm9G9e/cUv5Orqyt+/fVX2NjYYNy4cSr3d/ToUeg3/xWyh29RoW0TVOrwq0rHSSQSdOnSBSdOnECdOnVSbZOexVej+GrQkEvIZDIMGDAA169fVymAQEPOc2/IHPjddUbpRnUw8NnJvBYn3/LCag/e7zgB7cKFMOj5KZSoXS3DY6RSKQoVKoRZs2Zhx44dOeKfqiF9LjQzQsyX7yhRpxqGvPlH5eMEQUjxjAoMDMSlS5eQkJCAYsWK4d27d5BKpShbtixmz56NqKgoPH36FM7OztDR0cGaNWtgZGQEHR0d+Pn5oXbt2ihfPmmVYO/evQCA4sWLY/To0bh+/Tr69u2L/v37IyQkBIULF8aZM2fwzz//QEdHBydPnsSrV69gZGSEIkWK4NixY+jbty969eolyjd//nxs3boVHTt2xLJlywAALVq0yJWYilevXonK4JcvX1C1alUULFgw3ed8TEwMSpQogUqVKsHLy0vlgD9BKsO52n0hiYhG2Rb10d/xf7ET79+/R9OmTTG7cAOU0y4EY+tVaGAxNHsnl4x+/frh5MmTov95cg4dOgQLC4tMKfEnT56E7KQ9tB69h3YhHQx9b4tiVSpkeJyFhQUOHTqEly9f4tdfU1eWNa4OGjTkA+Lj41GzZk2N0puP6Hp6I4KfvkfZFqr5+P5XifcPAQAIiRIkhkeppPjq6OjAzc0NjRo1grW1NaKiorIcTKMha/S8thvfbjmieh8DlY/Zu3cvLl++jGXLluHSpUtwcnKCnZ0dZsyYgXnz5qFIkSJ49OgRVq5cCW1tbVEJKl++POrUqYORI0fC2dkZo0ePxtOnT8VUYlpaWkhISEBwcDDMzc1RuHBhvHz5EmfPnoW2tja8vb2xbt06vHjxAn369EGVKlUwdOhQ3LhxA506dcLhw4excOFCSKVSrF69Gj179kSTJk0wfPhwLFy4ELGxsdDX10dUVJSohPfu3Rtubm5o2LBhTvy8Ir/++isiIiKgp6eH2rVro1ixYoiLi4OhoSHu3buX6jFaWlrYtGkTLCwssp7lItlk8vv372jatCms5yxD6QNJqeV0a6hvpeXbt2/Q09NDQkKCuI0kSpUqhQcPHmDQoEGwsLBA1apVERwcDIlEgkKFCqXbZ3x8PBKkCRCdoVSYHK9cuRKHDh3CqVOn0lR6MyStBL+pfaApYKFBQ5aRSCSsUqVKhqWLk+P/6AVfrtrHaG+/HJRMw48IcjlfrT1Ax2kbGB+k3gT/PyNxASF0mbeNnw5fzNRxERERYmWtz58/54xwGtRGbGwsmzdvzvbt29PIyIjLly8nAJqYmPDRo0epHjN27Fju3r1b/C6VSgmAo0aN4ujRozl79mz6+/un+dy7c+cO582bx7///psJCQmMiIigjY0NFy5cSENDQxYsWJDjxo2jo6Mj4+PjGRUVRZJs2bIlq1evzvLly6d5PnZ2duzbt282fpHMIQgCL168yA4dOnDNmjUEwDdv3qh9nNA3n/l2+3G6OT/nxo0bOWLECALg0aNHSZKBT1wZ5PJWbeMFBgZy5MiRKSrZ9e/fnwC4detWkhRLFN+7d48AuGLFijT7jImJoY6ODq23bOPbHcf59qqdSrLIZDKVil5AU7lNg4b8AQCVFd/EyBieKNeJNrr6vNFtotplcZ6zhZdajaTP9dRfaP9lfK4/EquVuczbltfi5AiyhETaj17CK/pj1VJuWhoXz4DHLymJjiWZVM4U/18BC0CK0ryZIdrbj3EBIRk31JBlIiIiOGzYMDo7O/PatWuMjY1lq1ataGJikuYxgYGBrFixoqj4CILAsWPH8vbt22Kbr1+/cs6cOZw+fTrHjBnD8PDwVPt6/fo1lyxZwi1btqSowubg4MA//viDQ4cO5erVq1m1alXxunr37l265zVu3DgaGBhw8+bN4rYY3wB6nLrBhNCIdI7MGh6nbvBiy+F8uXoft27dSgAqlT7++vUrV65cyQEDBijdNwCoq6vL1atXUyaTie0vX77MGjVqcPLkyQTAOXPmqP1cSPLMmTNcuXIlvb29U+x79eqVKGPy91pwcLC4PT0ldfbs2Urnmfz8soMgCBrFV4OG/AIAnj59OsN27seu8nqXCTxRvjNtdPV5p/8MtcoR5ekrKnbXOo1Xa9//BsLeuvN46Q600dWn21/n8lqcHOHb7SfiNfDIfGWG7aO8vvHVuoMMepq6onG73/Sk66mDmbgtMDBQfKkFBARkSc6vVx/yWIn2PFG+M0Pf/NxW469XHvDJtD/yZennKVOm0NPTU2mbXC5PVxkRBIFubm6Uy+Xi96FDh6ZZBtnDw4PDhg3jxIkTefXqVcbGxqZo4+fnx/Xr13P58uX8+PFjCnmuXbvGOnXqsGPHjnR1dc3wvARB4I0bN2hgYEC5XE5BLuf5+gOTDArdJ2V4fGaxbTxEvK9iQyM4dOjQFIosAL58+ZLv379nkyZNxG2dOnXismXL6OzsLPYnk8l47do1NmzYUGzXsmVLUdl98uQJa9asma2JZVoEBgbS1NSUgiCk2UahvKbXJj1kMhnd3Nw4YMCAVK+HzPRz5coVdujQgebm5ukqvprgNg0acomQkBBUqFBBpRKNJyt0gTw+EQWKFkabDTNRc6ghipQrpTZZ5IkS3DSchDDXT2i5YjKaLzRTW9//FiI/eSMhJAKVDFrmtSg5QnxgGK53Nke8fwg6HFyB2sN7ptv+moEpwl5/RsHixTDC+wYKFFHOYnCuVl8khIRDu3AhjAl5gGvXrsHMzAxhYWEAgNmzZ2PHjh2ZlvPFir14v/04AKD9vuWoa9IvgyNyl8AnrxH+zgO/jOkLHd20c9JKIqJxtlYfUCZH2ZYN0N/haO4JmQFnz57F9+/fMXfuXAiCAC0trUwHI7q6uuL48eNwcHDA06dPERMTA11d3VTbyuVyHDt2DHZ2dihdujSaN2+OiRMnKsU/xMXF4fjx4/Dw8MCCBQtQsWLFbJ2jlpYWqlSpglIlS2FMYDHoSQuhZD09DH51Nlv9/sizhTvgtvccKndqjR7Xd4u/45MnTxATE4MePXrgwYMHYt5ga2trTJw4UWU/34sXL2LUqFFo3rw5ChQoAB0dHTRt2hS7du3KdulfhX7n4OCAAgUK4K+//kJ0dDTOnDmTZqVAkpBIJNnOajJ58mTs27cv09edXC7Hw4cPsXPnTowYMQKDBg1C8eLF0w1u01h8NWjIJWJjYzl48GCV2t4dPJs2uvq8N3Rujskjl0oZHxyeY/1ryP/IEhKZEJbxMixJ3ug2kTa6+jxdoydliZIU+7/dfsL7IxbS+0KSr56dnR3Pnz/PqKgotmzZkt27d8+SjLF+QbQzns/HE1ZRGhufpT5yiiivbzxWyoA2uvp0nLIu3bay+ASeq9OPNrr6tBu+IJckzJirV69y3rx5FASBHh4eBMBdu3apdKxEIuHVq1fp7OxMS0tLBgYGZnr82NhYbtu2TfRP/REPDw/+/fffqe5bunQpa9asSQsLC/bv35+PHz9Od6zPnz+zTZs2PLP1T7rM355jKwjxQWEU/t8KnhaZtZC+fv2aPXv2FK2+/fr1U8mFIjmPHj2inp5eqvumTZvGOXPmcMaMGfz7779pamrKq1evZqr/7DBr1iyGhYVxz549lMlkjI9Pea9//fqV165dIwCOGzeOs2fPZvfu3blp0ybR91sBNK4OGjTkPd+/f+f8+fPT3O919jYfmlkx+Pl7yiVShrt9oVwFJ/78TIjrxzSXxjOL9yV7XvndhK/W7FdLfxoyR1xACD/sPcfwD16ZOk4ikfCXX36hpaVlDkmWd0R+/spjJdqn6y4ijY1nlKcvySTfUu+L97OkwOfEsyAwMJAjRoygXC7n5cuXOXjwYJXjECQSCS0sLAiAd+7cSVNxVQVfX980l+sFQeCyZctSPc7NzY0NGjTgP//8w7/++ouHDh3KcKwGDRqwcuXK4ncXFxfu3LmToaGhjPEN4K1eU3hvyByVJ4Q5TUxMjOjHu2DBAj579ixVtyGpVMrg4GA+e/aMQUFBqfYFgLa2tim2R0REcObMmWqXPTO4u7un8PkFQCsrqxTbHj16xNu3b6dwhVEQGRmZruKrSWemQUMu4eDggPbt26e6TxIRDQeLNaBcjogPXhjocgKlG9bKXQHVjL/9M9wdOAsg0enYOtQaapit/lxX70Pk568If+eBhlOGo0j50uoRVINKFK1UDo2mGGf6uObNm8PT0xM9evTIAanylpL19ND13GaEvf6car5UaWw8rrUfh2jPb2i+2Bwtl1tAt3rmU0y93XIUr9YcQLVe7dDt/Fa15ER2dHTEn3/+iWnTpuHbt284evQoatSogVOnTqXpoqDg3LlzsLe3R4sWLQAAR44cwbBhw7Isi5WVFapWrQo3Nzd07NhRaV9659qwYUO4ublh9OjRiI6OxuPHjxEfHw+SmDp1aqrV1B4/fozJkyfj4MGDsLCwgKmpKT5+/Ig1a9bg3qwNCHR4BQDw/ueeWnPgqkpISAiGDx8Oe3t7cVu5cuUwdepUFC1aFFevKhci+f8lfTg4OOD+/fsAgGHDhqFp06ap9r9p0ya8efNGadu3b99gZWWltC0mJgblypVDfHx8rqTgrFu3Lnbs2IH58+ejevXquHjxIoYMGQJnZ2d4eXnh3r17GDFiRLqVICMjI7Fr1y58+fIl/cHS0ohT+0Bj8dWgIctUr149zaU4WaKE/zQcTBtdfdqPWpzLkuUMnw5fFIM83my1yXZ/TxftpI2uPq93mUC5mqJ/NagfLy8vTp06lY0bN+aqVavE1Fb/RSI+eYv3wM3uk7Pcz8WWw8V+1JFez9vbm8bGxnz79i0XLFjAdu3aceXKlezSpUuGxw4fPpz79u3jgwcPePPmTdEK9+NSc2Z48uQJjYyMKJGkdKEhyZ07d6ZpxSSTrJ09e/bk+/fvRXnSciXw9vbmsLadqFtAhwD4+vVrRkdH08XFhf4PnvN42U48Vbkbw966Zyh3lKcvb/W0pP2oxZTExGXYPjQ0lIUKFUrVhSC57L/++iufPXtGqVQqBg5mxKhRowiAbdu2TTMg0dXVlefOqRasW7duXQLI0H1E3Sh+A21t7aRgRBVcQsLDw7l69Wqam5vz1atXYj/UuDpo0JC3jB+ffvaEuMBQfr/nTFlCYi5JlLPIEhL5fNluuszbJqa4yi4x3wJ/evePfyvr1q1LNXpdT0+PoaGheS1etkmMiOazxdZ8u+N4pvwzn1vt4Y1uExng8CrLY3/6+xLP1uxDx2kbstyHgvDwcBoZGTEwMJBDhwzh+tb9aaXbjC1/acCEhIQ0j4uOjubq1atpYWEhbvPx8SEA3rhxg9E+/rzQbBjP1uqTpfR4u3bt4suXL1Pd9/TpU168eDHd469du8bt27ezePHiNDQ0pKmpKf/66y+6uLgotets0IE9C1ZmVa2iSll2Fi9ezMTERCaERjAxIlolmV3mbxcnJJ5nbqXZTiqV8ujRowTAWrVqKV0/crmcBgYGBMA///xTpXF/RBAElipVioGBgSxTpkyW+vgRAOxRqwkfTl5NaVzO+9bfvXuXO3fu5KNHjwiAxsbGrF69erqT5vDwcI4dO5YAeODAAaV9GsVXg4Z8gMK6oOHnIjo6OktBO/kJz9M3ea3jeDpOXU/HqetVsmZllqdPn9Ld3Z1+fknFVpYtW0YAtLa2VvtYecHzZbtFJUfV3Nd+fn4cMWIEr127xuho1ZSpnGbr1q20trbmyJEjef3YGdro6nOQTjVubj0g3eNevnzJ1atXp7k/+QrPc6s9abc7dIGna/Skw+S1Sts3bNjADx8+pHqMRCLhypUr0+zz+fI/ufqXzpw0cDhJcv/+/SxfvjydnZ05YsQInjp1SrSCJsTFsXOF2rTR1efThTtIJt3j+P8UY8kRBIEJCQk8fPgw165dm2LC43PtEY+VbM9jJQ14f8TCVIM+STI+Pl6cCCa/Dnx9fQmAtWvXTtParQoRERHs0KEDDx06xH379mW5n+S8WLlX/H+6H7+W6eMVv2li4v8MOQEBAXz48KH4XV9fn4cPH04xWX7x4gUvX75MAKn6bSckJHDSpEli+x8nE6RG8dWgIV/QqVMnpYeAhvzPmTNnCCDLGQnSIsrTl6//OMyQV6kHZ6ibszX7iC8xG119Xm0/LsfHdHFxEV9Me4dPYbSPf6aOTwyP4pXfTXiyUjd+u/0kh6RUnfd/nqaNrj6PlWjP4GeqBWzKZDJaWlqyRIkSBKCUnzWvuHPnDufOncv4+HjKpVKe6j+ZA0rUote5O+ke9+zZs3SzPcR8C+SlX0fwfL0BDH39Kc12yd024gL/txIwcWL6RXrSCnCLDwrjgWJt2bpAGZ5olpQ1Jzw8XMwKEBcXR1tbW06aNIlmZmacM2cOV1hZMfpr0gRNEARaWVlxxowZNDU1pb29vdj3jwpZaoaLB+OWi+fje9MhTfmDgoKUlNt//vmHAPjHH3+ke96qIJfL2aZNG2ppafHw4cPZ7o9MCia2Kd6Ox8t2Uvk59envS7w7aBZ97znx6rmk8/s/9s46vKnrjeOfJHVXapRCgVKKe3F3d2e4y4YPGDYBtuE+BsNtw92Lu7a0pd5So+6a5P7+SBsodSiy/fJ5Hh6ae8859yRNk/ee877f7/iKDQX/p645XscOHTrkeDxo0CDBy8srR4pGWlpanjsQ/v7+yn5Lly7NdzdJFfiqUPGFkUqlRa6WVvF1IJfLhdatWys/ZFevXl1iY5+oP1ghDWbT9rOkblzP+nLeY9zks8pp7Vi7QWivbiUs1KoiXOmbv6JJXrxvsCHLzBRcV+0RXFft+WLpLsEX7giRj/NelSyMP/74Q3BycipyzuaH4HvwvPDi9125VCNSI2OFK/1mCVf7zxZSo+JynFu3bp1w507hNxa7du0SLl269NFzdF25W9it30i40nemcpUuPT1d6NevX4H9fvrpJyElJXce7XUXF6GReVlhqVY14dH89Xn0zImfn5/yugkJCQIg6OvrC4cPHxamTJmSY4Vx/vz5OQKtvH53PvvOCLv0GgqH7DoKSa/zN2mRy+WCt7e3sGHDBqUBxZw5cwqdb1EBBBsbG8HVteSsiuO9gwp8Tu+SkZisVDhZ7/BWdm2iZgVBT1Nb+bhevXrKn/NSmCiM7Nzjq1evFthOFfiqUPGFCQwMLHCbUMXXS2pqqjBmzBjhxo2Ss3Y+1WiYsEvXWThYpsNnKdSTy2RCgu9rISEgRAg8ce2z6eGmhEcL+0q1VOjcFjM/NT0+STjbarRwqGxHIfTaQ8HzjyPKQPjVn0eLNEZiQKiQHvvhRVdfKytWrMilcxp247Hy9Xk4T7Eym/Q6XPDadVLYMuxbYaNOHWGXrrPgtnZfjn5z584VPDwKzslNSkoS+vbt+1Hb8e/yrsbt9evXBYlEIhw/frzAPhcuXBBcXFxyHR8wYICQkpxcpKK/lDfRypXebJKSkgRAOHPmjHDnzp1chWFpaWlCcHCwkJqaKiQkJAjOzs7C5MmTc44R/EZIjU0QEhIShOjoaOHOnTtCdHS04OPjI2zcuFGYPXu20K9fP6Fz585C6dKlha5duwqPHj0qdL7FoXfv3oKFhUWJjllUXp+7Jbzafkw4XmegsEvXWRhXu5WwfukyoZdeOaG6hokiX7htWwEQlixZIri6un7wDeDt27eFzZs353t+586dQrly5VSBrwoVXxpXV9f/TK7j/wNyufyDLTiLQlLwG+Hl+v3F1sT9NxLn6S/4H7mcb/5jUfE7dEEZ2Pn9XfjK46sdx4Vdus7CIbuOQnLIvztH+10WLVokAELmO6veyWGRwtk2Y5WvT7bW9ZEqvYS12rWFUuo6Ql11U2GPSTPhzd232/WvXr0S+vTpI3h55W/kEBUVJQwcOLBEVxKzkcvlwrhx43JZ1UZEROQKjOLj44Xly5fnOLZy5cp8zS3eJ8bNR9hXqqWwW7+REHjiWo5z+eUWv8vz58+VaU/vbsG7ubnlWdQJCLNnzxbu3LkjPHnyROjYsaPg6OhY6ErlhyCTyQRAePDgQYmPXRC+vr5C+M0nwi5dZ2GLTj3h1rw1gsfFG9lBp5CZnCpkJCYLiYmJJbbT0aJFCyEsLP+0qUmTJilX1IV8YlmVjq8KFZ+BFy9elIj25teMPFNKon8I+uVLI85DP/PfRGBgII6OjqSmpn6S35uuTSmcJg8s8XG/RgwrlcWwUtkC2+zdu5chQ4YU2KZcv3ao6+uASETpDo0LvW62HmtaVCxxngGo6+uSFhWHfjmbIs/9a2T58uW0bt06hz3tq61HiLyr0Ga1H9SR6t+PRBAEMhKSuC2NZJZNfTyalqH3b6vRtjBR9vvpp5/Yvn17gdqoL168oFq1annqwmYmpfBo7joEBOotm4q6fsH6v8p+mZksWLCAe/fu0bt3b3R0dIiLi2PVqlW8evUKa2trIiMj6dSpE4MGDQLAwMCAxMTEHOM8e/aM3bt3F+maMS+8kCanAhBx35Uy3Vooz1WuXLnQ/jY2Npw7d474+Hh27NiBt7e30oLbwsKCpUuX4uPjw4MHD7h+/Tqg+F0BzJgxgxkzZjBo0CBatWrF6dOn6dy55Ky3w8PDAahXr16JjfkugiAgEokIPncLkboaNm2cOXbsGL169WLigKGcTHlOsJAKvzyEX8Dc3BwANR2FzbF6Cc7F3t6egIAALC0t8zy/YcMGoGD9Z1Xgq0LFZ8DT05Nx48Z96Wl8Ui51ncqbW08xdLCj47U/0TDU+9JT+mCCg4NJT0/nwoULdOjQ4UtPp9ikRcYSdu0hls3r5gh0vlaGDh1KmzZt8v0yy6Z0xyZFHrPazG9ICY3EoIItRlXsOV57AKlhUdRdNhWnKf/em47y5ctz586dHMfMnashkkgQa6hReVJ/xFlBcesjqxD+2MOf7rdpWMY2x3vhzZs3WFpaFhj0ArRs2ZIdO3bkec5710m8d54AwNDBjipTB+U4n5mcys0RC0kNi6Lx1h8wcrIHYNeuXdStW5eff/4ZNTU1goKCsLOz4+XLlzg6OiIWixEEge+++46aNWvi5OQEgFgsRi6XKw0VNDU1i/qyYdejJWFXHpAem0Dlif3zbRcWFsa5c+cICAggPDwcuVwOgI6ODg0aNMDS0hIHBwf69evHqlWrkMvlHD58mKCgIH777TeqV68OKILQzMxMtm7dyoABA6hduzYmJiaYmprmMun4WLIDzejoaExNTUt07EuXLtGuXTum9xtGjTNepAsyNtsm8/SVOwCbDu4BoGnlGsRJZDRv0YL169eX6BzexdjYmCdPnjB27FhOnz5NmTJlcrV5/wYpF/ktBef1D1WqgwoVH8TIkSM/6db5l0YmlQq7sgobduk6C/e+++1LT+mjyMzMFA4fPvyvLUY86TxU2KXrLByrWXDB0LvIMjKF5yv+Ep6v+EuQZXy+4rFt27YJQJ6FS4UR8cAtV85mnu3uuyrfm8UtsvsaiYtTFKiFXL4n+Ow/K8ikUiHpdbiQEp67wj0jI0OYN29ervzc1NRUYdSoUYVeKyYmRujZs2ee50Ku3Bd26zcSdus3EoIv3c113v/IZeXrfnfqCuXxMWPGKJ9DYGCg0LNnzzzzjCMiIoTp06crHx88eFB48eKF8vHYsWMLnX9RkcvlwuHDh4XBgwcLV65cEUJCQvI1gsgPmUwmhISEKD/rr127Jmzbtk15fuLEicLLly9LbM7Z1KhRQzAzMxNu3779wWP8/vvvec4tPT1dGD9+vHBw5k/CKu1audI5Tp8+LUybNu2jDEyKw7Bhw3JcP1spKTU1VdDU1MxxTlClOqhQ8WWQSqWcPn36P53qIJZIqDpjKG6/7QJAw1D/C8/o41BTU6Nv3+Lb85YEsvQMvHacQMfSFLuerT5ojLSIGMX/UbFF7uP11wmeLd0KgKaxQbHsWp8v207EnefUWjQOs7pVijXXxYsXA6ChoVGsfu4bDvBo7jrUdLTocnc3BuVt821rVq8KjuP7EvPCmxrzRhc6tjQlDUSgpq1VrDl9DP5/X8J75wkqfNMV+37tC2xraGjIm9vPuNz9WwBSgt9QbdbwPNuqq6vz888/5zru5uaGlZVVofNat24dCxYsyPOcdav6dH2wDwQBo8rlcp03q1cFrVImpMfEY9OuofL4mDFjmDhxIra2tnh7ezNp0iQcHR1z9Tc3Nyc+Pl75uEmTJpw8eZJq1aoBKFdjP4b4+Hh++eUXQkJCaNeuHXv27EEkEuHh4cHOnTtJT09XfnYLWVv+2f+/e+xdBMVCIXK5nKVLlyqP6+josGzZMvbs2fPR885m+fLlPH/+nKSkpEKtpvMjMTGRmTNnMnPmTDw8PHL8LjQ0NNi8eTOyjEyanDhAuXhrHnu4oq6hwa1bt+jQoUOJpm0Uxq5du2jVqhVeXl788ssv/PTTT8yfP5/Hjx+Tnp5O8+bNlakm+aEKfFWo+MTcvHmTgQP/vVurRaX2ovGUbt+IpKAwyvZq/aWn86/F9dedvFjxFwDtzm7EslntYo/R4uAK/A6co2yftkXuo2Vq+PZnM6Mi94v3CuT5z38CIM/IpP2FzSQFhpEcEoFFoxqF9g8ODsbExIQuXbpw6tSpHLmrBRHn7gcogtSkwLACA99Ev2Cs2zpTd8W0QvPPIx++5FLXqYjVJLQ/vwnjqhWKNJ+P5e6U5UiTUoh6+LLQwBdAmpr29ufktAJaKsiIS+Txgo2o6+tQa8kENm7cyJYtWwrt16tXL44dO0bt2nm/D40cy+bbV8/Wkl4vjyBPz0TD6O3NcL169di3bx8hISGYm5sXeNMjkUhISEjAwMAAX19fLCwslOfU1NTIyMgo9Kbp6ZKthF65T80fxmDT9m0ALggCkydP5rvvvqN27dokJSWxZs0a3rx5g6OjI5MnTy40FaQwUlNT2bNnDzdu3CA2NpY1a9Z81HjvkpKSwvfff4+3t/cHB70A+vr6eHh4ULlyZf7++29++OGHXG2u3bhOeGYyy9etwthEkTLzpdLAvvnmGwAaNWpEly5dWL16NUlJSVSrVg0XFxdAleOrQsUXIyEhgVatFKt2JfmB96mIioriyJEjHDhwgG3btlGxYsVi9S/lXJ1SztU/0ez+T3j3A/sDNwnM61XBvF7xVl7L9m6jDE6sWzcocj8dKzN0bS1Jfh2OWf2qJPqHcMp5KNLkVGotHk+1md8UOsb9+/epXLky6urqJCcno6OjU2ifGvNGI0vLQM/OGquWb4t64tz9SAoKw6ZdQ0RiMSlhkZxuPBxpUgqVJ/Wn3opvCxw37Mp9pEkpip9dHuYb+Hps/pvg87epNnMYlk2Lf3PyPub1qhB27SFmRfy92bRxptHm+aS+iS4wZzUb9w0Hlfm4CeY66OvrFylHtlq1aqxZs4b4+HgMDQ0Lbf8+atpakM/KuY1N4YWGLVq04OHDh7Rq1Ypjx46xcuVKQFEgFx8fj7p6waVTycFvcP1tJwBPF2/JEfhOnzKV5mUccSpjrxzT09OTLVu28OjkRU5t+otXKdGEhYUpAym5XI6uri5ly5bFwcGB9u3b53mzJpVKOXr0KIcPH2b06NHKleSSJDExka1bt1KhwsffnDk6OpKRkZHnHJ8/f8706dMZOnQo/fsX/l77XHTu3Jm4uDi0tbU5fvw4/fr1K1I/VeCrQsUn5J9//uHHH39k/vz5X3oqBbJlyxY2btxIly5d2LNnD23atCnxIgkVRaPa7OFolTJBx9K0RAKq4lBQwOu59R/8DpzDcWK/HCuS6vq6dL23h+TX4RhXrUD4jSfK6vn4VwFFum7FihWRSqUsX74cXV1dJk2apKzOzg/d0hY03bEkx7EEn9ecbjoCeXoG1eeMoOYPY0mPjlcGskmBYYXOxX5QR4LP30akrka5vu3ybJMWGcvDWasASA2Potv9vUV5mgXS6p/fifP0x8gxd8pAflQY2qXIbQ0cFEVAIomEqz6uTJgyoch9p0yZgpGREY8ePaJOnTpF7lcSVKhQgUePHgGKQjuRSMTRo0c5cOAA06ZNKzSY1CplgnHVCsS6+WDVqr7yuEwm49q+I6Sl6hJ1xIXux9Zx584dPD09adekOUaPAikl0qTf0lk0+2OJMsUBFCutAQEBvHjxgsGDB6OnpyjklUgkyOVy/P39MTIyonPnzuzYsSPHqvG2bdvYvn077dq1w8rKirFjxyL5QBUcCwsLxo4d+0F98yKvm4j4+Hjmzp3LP//8g4ODQ4ldq6TIvhkratALIMr+RRapsUgkFKe9ChX/78yYMYN58+Z99UGkv78/hw8fZuzYsRgbG3/p6Xw0giAglUoLXQ36Woi49wLX33Zh3boBlScW/QO8KMjS0hFrqCPKqoT/EORSKftMmiPI5WiZG9PP/2yB7Z8u3UrMC28arJ6Jnm3BSg3vExISQunSpQE4duwY7du3R1tbu0h9I+694HwbhXpK+SGdabxFkZv66s+jRD97RfXZw9ErU3hea2HIMjI51WAICd5BVBjWhUabvu4b22yinnigpq3F3itnqFmzJk2aFF0lo3v37uzYsQNTU1MEQcD/0AUQi4qUlvExSKVSRo0ahYmJCYsWLWLp0qU4OjoyfPjwIueFy9IzSA2PJtE/BN+9p0mNjMVpykCujV7M8/BAErVEmPVvjea1l0jKWhBhrI7TaU+0RBKqzhxG7cUTlONc7v4tUY9e0nDjPOz7t1cWTInf+fvKjpNkaem58sSjoqLYvn07165dQ1dXl3379qGl9flyyYuDTCZj3Lhx1KxZk8mTJ3/p6RSLrBuVvO+K8qt6y+sfKlUHFSqKjEwmE4YMGfKlp/F/yb59+wQHB4cChfm/Jk43Ga6sfk8OjSixcf3+viTsNmwsHKvZT0iLif+osc53mCjs0nUWrg9bUGC7zORU4Wj1PgoHse8/3LTl119/FWxsbAQ3N7di9XPfdFi49+2veSoclCTp8UlC1BOPHC5kn4IYV2/hcIUuwpGqvYXEgMIVLIrC9u3bhX379hXe8B0ePXok/PabQq3Fe/cp5fvV98C5EplTQcyYMUNo0aKFMHXq1A92PIvz9Fda6u7SdRb+rtRdCL/9TLg96Rch9NpD4WK3aQrXMQ2FJW6HGvWFB3PWCOnxb5Vdop55Kvtf6Dw532vJMjKFc23GCdt16guuq/d80HyzkaamCb4Hzwsxrt7KY+4bDgoP5qwR4l4FCFf6zhSuDZz7SRwKDx8+LGhpaZX4uJ8DVKoOKlR8ftauXUuvXkWvjFdRMjx48IDBgwczfvx4zMzMvvR0ioRJjUpEP/VEr6x1jiKgjyXo+FUEqYwE7yBe/XGE6nNGfPBYbU+uJSkwDH37gvMy0yJjSfQNBiAiy1ShIKKfehJxzxX7/u3QNHmbQzpr1ixmzZpV7HlWnvB51Dg0DHQxrZVbiaCkCTh6hdSwKAACT1zLpZX7IQwePJgJEyYozSGKQq1atdi2bRsAcqlMeVyeKf3o+RSGjo4OR48e/ajdKEEmV67EZghyJBUsOO/9DImzLfee3MBHGkxgRiBaxoYYpOpzw9uNes+m5RjDqLI91m0aEPnwJWa1HclISEbDIHdR2YUjJ/C8/YAZqU/Zf/AMVb8t2Jwlm2c//0mcmw+1f5yEQQVFseb96b/js/s0Em1Ner74mzhPfx7OWQNA5H1Xoh6+BMCiSa0S3S2SyWT069eP1NTUEhvza0EV+KpQ8YkIDAxUCq9/SQRB4OjRozRq1KhI8kVfkuSQCO5NW4GmsQHO6+Z8kJyUt7c3V69epWXLlp9ghp8G53WzqfBNVwwrlilRCS27Hq0IPH4NgKCTLsrAV5DLCTp1A93SpTCrU7T3qFhdTfllXBB6dlbUXDCGsOuPqblgTK7zcpkM7x0nEKlJsO3anAvtJyBNSSPs2gNaHf6tGM/u/4N3jWBSQiJLZExNTU309fXx9/enXLmi5RRnm0cAVPymK8jlIBZTfnCnEplTXmQrNgiC8NEpWMmGmpxyNkIWl4RRaUvK1rSmcenSiEQinJyc6NevH7euXOP0xfO0Tq2szNt9F4mGOm2Or+FkgyG4rdpL+K1ndLq6LVe7vaeOElsGhFdg1K9okoSR9115sWw7ACKJmOZ7fwEgPSYBAFlaBtLkNLTMjBFJJAgyGUaV7Yl59gqRRFzkosiiEhQUBCiUM4Q8JNv+zagCXxUqPhG//PILffr0oX79+kX60E6PiedSt2mkBEfQfO/PWDSplavN77//zowZM4r1IfTixQsWL17MvHnzvnpZNY+NBwk5r3ClsmpVn/IDOxZ7jMGDB5f0tD45IrG42CoMRcG2W3NMajgQ89wL287NlMdfrPiL5z//iUgiofOtv0iPjkevjCX69qVL5LrV546k+tyReZ7z3nGC+98pAlx5RqZy9VCWnlki1/6vYVKjkvLnwlbb3ycjIZk7434kMymFRlsWoGtTSnkuOTm5UKe8d4mPj0dXV5ek1+Fc7jYNaUoarY+s/Kjc8YLYvn07W7dupU6dOtiWLs3NUYuJfeFNg7Wzc8jkyeVyzp49y/Hjx3Pk2cpkMiwsLGjSpAnh4eGMGjWKa9euUa1atRw1F/7+/hw8eJD4+HhatGhB2XLlqFGjBn369Ml3btlFkkn+IXme//7776lWrRoLFy6k44yxyL4dlWNueaFra4GGkT4ZcYkYV3urptNg9Uz07W0wq+OkvPFsfXQldyctI/jCHVocXI5pzcol7tBYtmxZQFHwtmnTJiZMKHox5NeOKvBVoeIToaOjQ82aNYmNjS1S4Pvm1lNinr0CwPfAuVyB74kTJ5g1axZDhgwp1hdWxYoVqVq1Kl27di3eE/gCmDeojkh8CIm2JibV868gfnPrKbKMTKzfqdL+r3Dp0iVsbW3zFPQvLhINdTq5bCc9JiHHF2NapMLYQpDJcF9/EL/9Z1HT0aLbw/3o2X3aXQGx+tuvHU0TQ9ocW82bO8+oOKL7J73uvxWrFnVpd24jib7BZCQkEefhn6dZRF4EHLlM0CmFmP+rbUeURVqgKP4patEgwJMnT6hTpw4h5++Q4B2UNf6Vj9I5dl25m9CLd6kxbzSWzd+qRWRkZLB9+3ZatmzJpk2b6N6yLXqXAzESa/ByzV5l4BsWFsbkyZPp3r07GzduzCXPFhYWxu3bt3nx4gV169ZV7gK5urry7NkzXF1dKVu2LGPGjOHgwYPs2bOHrl27Fmpe03zvz/gfukCFoXl/pmbLtC1evJgHDx4gkUiUaRb5oWNdim6P9pMSEpFjF0bHypy6v0zN0TY1PIrk4DeK53j1IaXbN8533JgXXuhYmSM21GXChAls3769wHlkk60LPG7cOEaPLtz05V9Ffsm/ef1DVdymQkWxsLGxKbJVcWpUnHCi3iBhv3UbIcwldwHHjh07BECoW7duSU/zqyIxILTAwqTX529/1sKazw0g7Nix45ONnxgQKiSFRAiP5q8XPP84ItwYsVD5ekbce1H4AB+JXC4XfA+cE/wOX/zk1yqI5NAIIT0u8YvOoTicqDdI2KXrLByy61ikgrro56+E/VZthF16DYXdho1zWQoPHz68WNefNm2aEBoaKiQGhApHqvQSDpXrJEQ/f1WsMd4lOeSN8n13qvE3yuOxsbFC165dBScnJ+H69euCTCYTZkz9VphftrGwS6+h4PXXCUEQBMHFxUUYOnSoEB1dcBFjamqq4OrqKhw5ckRYvny5MG/ePGHRokXC8+fPBUEQhGfPngkDBgwQzp49+8HPJS8MDQ0FWdbvydfXt0THTg6NEI7V7CcctG0vRNx3zbfd8+U7hF26zsLBMh2EOjUVdsMXLlwodHyyLH8DAwNLctqfFVTFbSpUfBl69OhBVFQU5ubmhbbVMjWk24N9+Z4fPnw4j9bvZe/jmzxftp0a348qyal+NRS24pj6JjrPn/8rGBoa0rhx/is4H0qcux8+e07jvv4Ahg52dL61EzUdLUp3bIxYXQ3DyuUwb1CtxK/7PiKRCPsBX8bxKRv/fy5za+Qi1I306HzjL/TLWn/R+RQFQS5k/V80m97Xp2+SmZAEQI25I7Fp45zjfHHSpdzc3BCJRMoagV5uR4rcNz80TY0wdLAj3itQaXqT/VlZr149+vbty969e9m/fz+lS5dmtvtlokLC+OfsKeb27s3Ro0fJzMxUmkdIpVJcXFzw8PAgMvJtLrSWlhYVKlTAwcGBdu3aoaenR3p6OidPnuT333/HwcGBTZs2lbiMY1xcnPJne3v7Eh1bx8qcHk8PFdou6okHAOnRcYwY2RcjUxPatctbmzovhg0bxv79+7G2/vr/PopFfhFxXv9QrfiqUFEsnj59Kvz8888lMlZ6bIKwS9dZ+EOnnnCkSq8C2z5ZslXYbdBY2NKo379G0quoyDIzhefLdwhPlmwRpKlpX3o6Jc4ff/whdO7cuUTHdN90WNil6yzsNngr5xTv9XGrObLMTOFq/9nCIbuOQsDRKyU008/DncnLlK9DwPFrX3o6RSLB97XwfMVfQvSLov09x70KEI7W6CucqDtISAwKy3V+wYIFwo0bNwodJywsTOjXr5+QnJxc7DkXRkZSihD70le5K/b7778LFhYWudoFBwcLU6ZMESZMmCA8ePBASExMFDIzMwVBEISUlBRh69atwsyZM4XLly8LERER+e6yubu7C4DQr18/4fjx40JGRkaJP6eviVh3P+Fy7+nCkyVbit83Nla4ceOGULp0aUEqlQqCoJDo9PPzK/Iu5peEAlZ8VQYWKlR8QuRyOd9++y1Vq1YtEYedu5OXE3jiKjXmjSlQtmm/RSukyaksT3XHrFpFLt2/XSR7UhVfnvXr1zN16lS6devGiRMnSmTMm6MWKwwHAAMHO2w7N6XOj5MAyIhLJCUsqsh5o9nEuvlwynkooJBSan9+U4nM9XOQ4B3E3cnL0LEpRaPN85FoFs0IoaSQpqaRFh3HrRGLEQQ5zXb9lKPw7HOQlpbGwIEDOXjwYIGfDRMmTGD+/PlKU5FPRUpKCoaGhtSvXx9nZ2cqVqzIgwcP0NDQIDAwkB07duRQpYmLi2P79u3ExMQwdOjQfHPig4KCOHv2LPfu3aNMmTKMHz/+v7eC+YnIyMhAU1OTJUuWsHDhQry8vKhUSVFsmZCQgL5+yUkvljQFGVioAl8VKj4xgiAwevToIhcVlASXe04n+OIdtmf4YehclVM3rvyn5Gg+hJTQCLTMTXIUV32NzJ49m6SkJDZtKplAMuqxOy4D5yJNSaNs7zY0WD1TWYmfFh3PqQZDSA2PoubCcVSfPbzI48rSM7jUZSqRD91wXjeHisO+/uLJr4HgC3dwGfQ9Ek0NZSpCrUXjqDZr+Gefy549ezA1NaVTp7wlyQ4fPkxQUBAzZ8786GsFn7vF3SkrMK3tSPO9vyDReOuqmJycTM+ePencuTM+Pj589913REVFUatWLV6/fs2vv/7Kli1bAAgNDWX79u0IgsCoUaOUhWTZJCUlcenSJVxcXEhISKBMmTK0b98eZ2fnQpUV/mskvQ7Hd+8Z7Ad2/KB0HkEQ6NixI9HR0Tx8+BBQLOZIJBKaN2+Oi4tLCc+45Cgo8P26vwFUqPgP4O7uTlhYGGlpaZ/NmrL1kd/xO3COlQu/Y/jwwf/3Qe/TxVtw/X0XJjUr0fHqthxfuiVF8IU7PJ6/Acumtai/auYHv+a//vpric7LZ9cpUkIVOY+WzWrnkJ9KDgojNVxhjhB537VY40o0NehwaQuCXJ5jTGlqWolqEf/XeH36BvL0DOTpGUi0NRFJJFi1rPdF5tKvXz+GDBlCmzZtctj/PnnyhFVLf6aMuj4/bF4DwOMFGwg+d5uaC8Zg17No2rTv4rHlH1LDowg+e4tYV+8cygW9e/dm9OjR9O3bl6CgIP7880/09fUpX7489vb2bNmyBS8vL3bt2oWxsTGTJ0/OlZN79epVDh06hFgspkOHDixduhRDQ8P3p/F/gyCXc7LuQKTJabj+vpuBYZcL/NxTV1enY8eOTJ48WZkH/PTpUy5cuECXLl2YMWMGwcHBODo6Uq9ePa5fv/65nkqJo1rxVaHiM3DkyBEyMzMZMGDAl57Kf54xY8YQEhLC2bNnlcdONRpG7AtvAHp7Hke3tEWJX/dsqzFEPXADoMezw0Uye/gchF57gEv/OUh0tLBoWosac0bmkKB6vHATMU89qfPz5AIl5IrC44WbeLlqD6U7N6XVoYID+LSoONT1dUo8zSAtKg51PW0kWjm374PP3SLWzYdKY3qXqDtecYl+/opbIxahbWVGw43zcN9wEDUtDWr+MPazplwk+gXju+8s0WUMGblwNgMHDiQjI4PY2Fgcytpjuv4CWmkybNo3otGmefxdvgugcC/r9jD/Itz88N1/ljsTf8GkWkXaX9iMms7bmyMXFxeOHTtGZGQkbdu2ZdiwYfj4+HDs2DFSU1MRBAFra2uGDRuGjo5OjnHj4uKYP38+Dg4OjB49WinD9f+OLCOTfabNIStm6xd4Hi3TvG8EBEHIsRoul8tzPN68eTPbtm3jyZMnADg7O3Pv3r1CJdq+JKoVXxUqvjCdO3dm9OjRysBXLpXyeP4G0iJjqbtsKtoWpoWMoKIoPHjwAHt7e6RSKaGhocpcvlo/jOXpkq1Yt2nwSYJeANuOjYl64IZxtYrolv68+ZoFYd2yPt2fHOCIY0+Cjl0j+ukrer9TlV9n6cQSu5b/4YsABJ+5SWZSCup6Onm28951kruTl6NXxpJON/5Cy9SQp0u34rZ6LzZtnWl56FdCr9wn9PJ9Ko3uVeSbCJ+9Z7gz4Wd0S1vQ+eZfaJkZARDnGcDVfrNBEIj3DqLJHwtL5Pl+CKY1KtH9yUEA3Ncf4NWWvwHQtbXEcVz+pgklzfWh84l57oWang4+fp4kpKYgFosxNjYmLSqOf9ZdRo6M6MfuJPgHY1DJjoRXgZTu9GGKI+UHdaJcv3aI1XKHHS1atKBFixZkZmaya9cupVIDwMuXL5UOmO7u7pw5c4bo6Gisra0JCwsjNDRUGfiqeItEQ506v0zBc/Nh7Pt3yDfoBUWQWLFiRby9vRGJRMqg99atWzRp0oQJEybQsWNHnj9/TsWKFYul//w1ogp8Vaj4DGhpaeUoIAk6eR2PjQo5Gi1zY+qt+PYLzey/hZmZGW/evGH58uUsWbIEc3NzlixZQumOTSjdscknvXa1WcOpOLw7Gsb6eX65fw6CL9wh7qUvDqN65rC6zUxKVf6cEhbFq50nEKtJEEskJPq+BgFM61TGuo0z0uRUNI0NPuj6VacPxfW3nZTt3SbfoBdQuPMJAkmBYcR7+KHVpBZuq/YgSGUEn71Fol8I1/rNRp6RSeR9Vzpd+7NI1w+5oBg3+XU4sW4+WLWoC4BYTYJILEaQyZBofN5CtoJ4V7rvUxuHvI9ES/E6iDXUEKup5XAz0zIzouG6Odwe9yNpUXFc6zubjNgEdO2sqLX4wx28Cvu7UFdXV0p/ffPNN0RERFClShWGDBmCRCKhQoUK9O7dGzMzM4KCgrCwsPjkRXfFQZqaxvXB80jwCaLx1h8o1bBG4Z0+gIffr8Vr21HUdLRptvsnrFrUJfzmE57/sh2jyuWoMW80WmZGVJkykCpTcrp1SqVSfH19cXV1pVq1aoSEhNC6dWuqV6/OyJEjqVu3LvXr16dGjRrs3LkTTU1N0tPTWbFiBdWqKeQOx44dy9q1a/+1AbAq8FWh4jMglUpzrGIYOtgh1tRAnp7xUc5HKnJib29PSkoKr1+/ZtOmTYwYMYIzZ85QsWLFEl8RiomJwdTUFJlMplwh0TIvWS3Q4hDnGcDVPjMVq5pegTTeskB5ztDBDj07K5ICwxDSM7g/eXnuAUQitC1NSQ2PptGW+VQY3DlXE5lMpnwfW2voMdu+CaMv7VSuojuO7Y3j2N6FzrXKd0NIDAjFyMkec2fFl6lESwNpUioSHS20LU1R19MhPSa+WEG4XY+WBJ+/jYaRPibV39q+GlSwpd2Z9cS6+1FhSO7n9aUo060FHa9uQyQR58h5LYyIu88JOn2D8oM6YVyl/Addu8X+FQQeu4Jli3p55n6W7tgYLXNj0iJjEWQKW+nU0EjkmdJPkiOfTatWrXJtob+/9Q4USRv9cxNx5zkhF+8C4Lnln08S+EpT0vBYr9gxkKVl4LHpEFYt6vJ4/gain3gQfuMxLgeOMjf8Lj169CA9PR0TExP27VOkp1hZWREWprBcVlNTY8eOHdy9e5cqVarkUGmQy+Vs2bKF/v374+TkhEQiIT09XVmnYmxszIoVK0r8+X0OVIGvChWfgX379tGiRQvlY+OqFej+aD8ZCUmY1qj05SZWABlxiUQ98UAulWJer+oHrwJ+btatW8fYsWPZtGkT33//PY8fP2bx4sVMnDiRJk1KbtU3ewU/OTn5q5D1EUvEylVNkZokxzmRWIy4sGBFBKlhikK3O+N/QqKpSbk+bXhz+xmyjAysW9ZXWq9emL6c/Ru3khkYTvC521Qa06tYczWvX5Wud3fnONbh4haCTl6nbK/WqOtq0/HqNiIfuGLbpXm+43htP0aMqw/VZ3+DjnUp3tx5jiw1ndTUdEIu38O+X3tlW4smtXLZgH8NmNevWqz2cpmMK72mk5mYQvDZW0UyMsgLbQsTHMfnL4moaWJI13t7SfQPxu/gBbz+PApAUkAohg52H3TND+VTqTGkxyagYaRfYsW/JjUd0S9fmqTAMMp0b1EiY76Pmo4W1m2dCb10D0QiZaGhi3ocvyffA6BCmh5XDh7FpqYTRkZGqKur06xZM8aNG8fdu3exs7MjKioKU1PTfJ+7WCzm0aNHuY5HRETg6+urTD/5N6IKfFWo+AwkJibmqjDWL/dWhufJ4s2EXX1IrUXjsG7d4LPOLTM5Ffd1+9G2NMNhRHcAYl76ctp5qLIwQt1QjwHBFz+bOkT2is+HXE9LSwsjIyMGDhyIvb09a9eu5fz58zRt2pQLFy7Qrl077k5ZTuCxq1SfOwKnyQMLHzQPrly5Aii2Z78GDCqWoe3JtYpVzWFdcp2v8f0oni/bjl45G/TL2hBw7Ar6Za2x7dYcERB47BrRWU5PCPBy7T40DHS50ms6APV+/ZbKE/srxurVgbij11HX1camXcMSmb9xtYo5iusMKtgWmNsbcvke96YpCugyYhNotutHbNo6473jOBqG+pjX//QudF8CkUiEur4umYkpOdJZPgXaFiZoW5jgs/cMAPJMKcnBbz574PspeDh7NR6bDmPdpgFtjq8pUp/IB25cHzIPbSsz2hxbjaZJzs90LVNDejw9hCw945Mqm7Q5tpqMxGQQi+jRtw/nBink6A78uIqYKw9JL22CuVMFUlNT8fLyYt68ebi5uWFkZESrVq3w8/MDFI58VapUKda1zc3Nv8rV9uKgCnxVqPgMyOVyypYtm+e5pMAw3H5XrH49XbI1R+Arl8uJj49n+vTp/PXXX59kbi9W/MXLVXsA0LW1wKaNMze/+UEZ9AJkxifhtnofVaYNRCyR5DdUieB/5DI3RyxCJBbR/twmSjWsXuwxli1bhq+vL1u3buXZs2e0bNmSpKQk2rdvT2psAt5/KYwhPDYd/uDA19vbmxEjRnxVxiCWzetg2bxOnufK9WtHuX5v7UobrJqR47z72gM5HlcY3pWULKkzgIez1yAIAnp21lwfMg8tc2M6XNqCjvXHF/IFn7vFjW9+QK+sNe3ObCg0ZeTN7WfcmfCz8rE0NQ2A0h0a08//LGJNddS0tYi494J7U1dg5FSeJtsWfvUaznmREZdImMsjSjWqgXYpE0RiMR0ubSXs+iNKdyh5a+u8qLlgDIJMhr6d9ReTXssm5oUXTxZtxrxeVWrM+3Db9sCTCjmu0Mv3yUxORV238HxVnz2nSQmNJCU0kjCXR5Tt1TpXG5FY/Fnk/NT1dBCLxTlyswf+MF3587r6lZSrtm5uCrWZuLg4nJ2dWblyJV27dkXyiT/Lv1b+v9ScVaj4Arx584Zp06bRtGnTPM9rW5pi5KQo6LBqlfNLZeLEiZiYmLBz505GjSr6h/zz589JSUkpUlsNg7fyP9kFSWb1cm9jPV24Ee8duZ3EYt18OFq1NycbDCElLLLIc8wPz82HQS5HkMrw3Pr3B42hq6tL9erV+fHHH1m0aBGVKlXCwMAAQRDQMtLHrldrRGIxFYbmXhl9l7ToeDLik/I8N2PGDHbs2PHVayR7/nGEQ3YduTtFkdcbevUBV/vN5kKHifjuV0i+SVPTKNunDWb1qmCX9WXut+dMrhXXsKsPCT5/G0EqIzUsiqhH7iUyR7+DF5CmpBHn7sfx2gNIeh2eb9vUNzFc7vmdMi0DFLmV2WgY6eOx6TCHynTg9tgfiXP3I+CfS8XWKf5auNJnBteHzON823HKY3p2VlQc1hXtUiafZQ46lmY03ryA6nNHftD7/d7UFRyy64jn1n8+ei5PFm4i9NI9nv/yJ7FuPh88To3vR6Jvb0O1WcOLFPQClOvTFnV9HQwqlsGi8ZdJm4mKimL06NHKoDU6OprAwEASExOJjY1l7969HDp0CF9fXyZPnsz169fp1q0bQ4YMIS0tjXPnztGjR4//26AXVCu+KlR8chYtWsTt27fzPS/R1KDzzb9IfRONXpmcld3Dhw9n2LBhpKWl5WvJ+T6+vr7UrFmT8+fP0759+0LbV50+FN0ylmiXMqWUs2J1tfHmBby59ZQk/9AcbdV0cq9u+v99kaQARbvgs7dwGNWzSPPMj8rj+xH5wA2RWFJgDmJRMDExYejQody6dYt169Ypjzff/ZPCs72AL/HQaw+42nsmEi0NOlzc8q8tQnRff4D06Di8/zpBzR/Gcq3/bGSp6YAiYCzVtDanGwwhMyEZsboa6XGJAEQ9cifWzReRhjpCRiaIRFQc0R09OyuiH7mjU7oUVu/sTkQ/9+LWqEVomRnT+I8fkCalKm/o8iMlXBE82w/owOuzN5GlppMRm0Dk3Rfo2Vrmai/LyORK7+nIUhQrvCI1CYJUhs57dr8v1+4jIyaB9Nh4APTK2RQ6l6+VlBDFzWRqWFQus5D3EeRy/A9fRMNQr0RVTEIu3iUpMIwKw7oUW2s4Iy4Rrx3HAcV78WMl20xrVSb08n20Lc1y/d4LIyU8iper92LgYEelUT2p+E23YvW3bF6HAaGXv9jNblBQEHZ2ijST4cOHs3PnTjp16sRff/2Fn58f0dHReHp6smbNGvr378+iRYtyGX2oUAW+KlR8Um7fvk358uVp1KhRge0kmhq5gl5QCIUXl1evXjFnzpwiBb2g2JozqV4J9w0HSIuKo1yfNgBYtWqA9/ZjAKjpatNo0zzK9m6Tq3+Zbi3w+usEajraWLcp/nzfp2yfNtj1bl1iXy59+uT9RZvX+KkRMTz78Q90S1sgTUlDnpGplNT6NwS+MqmU4DO30DQxwLJpbQAqDO7Es5//xLZzUwQRSLS1lIGvfvnSPFuylcyEZECRw5noHYSWhSlq2po8mP7728EFAWlyKibVKtL13p5c174++HuSAkKJJ4DTjb4hIy4Rp6kDqfvL1LznmpHJ2WYjSQmNpHTHxnS69ifXh8xD3VAPm/a5/14i7j7ncs+3Qa9EW5PON/4i9qUvVu+ld1QY3Bn3DQexH9iBeiu+RU1X+5MqEXxKmu36Ee/dpyibtUtREB6bD/NozloAWh9fjc0H/D0mBoRyrf9sAFod/o3UiBhlnndycDi1lxRP91ndUA/bLs14feYm5QfnbY1cHGotGoddz5bolrYodsHtozlrCThyGYDIe6402VZ8PecvucOTXZzbrFkzdu7cCYCDgwN9+vTBycnpq999+lpQBb4qVHxC3NzcqFHj02g55kenTp3o1CnnF0xSUhJ6evkXwtyd/AuR91zx2XmSm8N/oM2VzTRcmyX47+lP6yMrUdfP2xHJrI4T/QPPl+iH7pf6AH+xfIcy/7fR1gVYNKmFmp42ZXu3wWv7MRIDw6g2fegXdf7Kj4i7z7nYZQry9EwA2p3biGXT2lSfO5Kqs75BLJFwtuVoMmLi0TA2oPEfP2DRsAaBJ1zwP3g+x1h1fpqE6687c13jycJN2HZumqdGr461uXLlPyNr1Tj43G3iPAMwqGCLIBcoP7CDUrZLnp5BakQMAElB4Yg11EkOiUDm8xq/QxdyyaIFn7+NNEmRvmPVqh415o3GqHI5jCqXyzWXusumUvunSUXKR/fZe4YXy3dg16MldX6aDCiKK58u3kyCTzB1f5ny2TV238W8ftUiKz9k3xQAypub4hJ49ApxL30BCDhymVKN3n5+yTOlxR5PJBLR8uAK5DJZidUHfKjDoMY7xWihl++VyFw+J5MnT+bB7TscOXmCb/sOZfXh3YV3UpELVeCrQsUnpGvXrixbtkzpff65OXjwICtWrCAqKoqXL19iYPB2hSQjIwM1NTXEYjG6pS2J5G0O5OXWExiWdJeG6+YU6TpFDVQT/UMQ5HIMyn8ddr7vo2+vUNoQq6thWtNRqWUbfuOJUkFAmpxKg5Uz8h3jSxF08roy6AWF0kE22QFHeoxi61+eKcWmXUPEEgkVv+lKZlIKT3/cilgiwWFkD8r1bYtuaQtertmHNCWNmBdeZMYnkRISQVpkbJ6Bb+tjq/H+6wT+hy8q1CHEYhJ8XpPgHURolrZp0LGr9PU9TeqbaK72m4W2pRmmdRypPnsEiX7BymAt/MbjXIFv+cGdCT53G3V9HZr8uZiIuy/4p1J3LJrUosm2hblWQ4saZL1Y8RdJAaG8XLOPajO/QcNIn3CXR7itVKxqq+lqfVGnt+LgNHUQYg11NAz1KdM1fxm4grBp15CXa/YpfzauWoHme38hKSiMiiO68+bOcwwd7JSueEXlUxfFFoX6v35LSmgEUQ9fUn3OiC89nWIze/ZsLg/+niOcIOPkPeLc/f61KTxfElVxmwoVnxArKyvKlSvHjBkzCA0NLbxDCdOsWTOCgoIIDg7Gy8tLefzKlSv069ePKVOmANB4y/wc/TRMSl6z982tpxyv1Z8TtQYQculuiY9fEjhNHki7sxvpcndPDmMADWN9RFlf3FqmRl9odgWjZ2eFWEMNNT1tai4ch20egU/zvb9QeVJ/6q2YRsyzV8rj3n+dQJaUSmZWIZ9YTQ3LprVpfWQl7c9txLZTExCLMKpSPt/VT3VdbZwmD0Atu1BIEJBo5kwv0MyyTQ084UL0Yw9Sgt9g5FCOjNhEQq8+wLZzMxCLCDp+TWl/nBYdj+vvu0gOeUO3B/voeGUb2qVMcF+/n5SQCPwPXSDeK+iDXze7LL1Vq5b1UM+SB9MrZ4NaVnBvUq1ifl2/OiSaGlSZNpiKw4uXu/ouxlUr0Nf/DH39zyjTe+x6tKTK1EE8nreeC+3Gc7rxN2QmpxYy0ofz6s+jXBswh6jH+RdP+u4/y5NFm0iLji/yuGJ1NVod+pV+fmcKzDVODn7Do/nrCTp1vVjz/hzolzKhuVop6utaoKafvzuiivxRrfiqUPEJEYlETJ8+HS8vL0aMGMGePXsoVerj5Z+KirW1NVFRUWRmZqLxjlWrRCLB3t6ehATFqqBES5P+IRc5VLYjOjYW9HE7UuJziXH1QZAqHKBinnth07Zk9F9LGstmtXMdM6lWkQ6Xt5IS/OaTCdMDyKVSvHacQF1fh/IDOxarr/fOk8gzpMgzpFQY0inPVXiTahVJ69CIy92+BUGg+d5fsOvREvMGVYn39AcUBWNJQWHKnPPI+674HVCkQsS99CUlNFLp1JbN6zM3eTh7NaUa1cCmfUPe3HwCgoBttxakR8ViWq8qOpZm2HZSKJtYt6yHREcLWUoa4bee4rZaYVcs0lADuUJGL8bVm3L92nH/218JPHYVkURCzxd/KwPvsr3bEnnfDbO6TuiXsy7Sa5QUGIY8IxODimWUx+r8NJlqM79B3VAPkUiEXCZDw1CP7o8PkBYRg2mtohWV/pfIb3U2zl2RApESEkF6THyR1RDeJSU0At99Z7FsUQ/zerk1ZFPCo7j/7W+Kn8Mi6Xx9R642UU88uD32RwDSImNptGl+rjYfw90pywm9dA+P9Qfp+fJInoWWXwrnNYr866Mut76qef2bUK34qlDxGXBwcGDHjh1MmjSJ5OTkEhlTkMuL1E4kEuUIegFatGhBlSpV2LVrFzdv3gRA01CfYbG3ihz0+hy7XKz5VhjSifJDOlOuf/uPVn74EpjXq4Jdz1aFFhh9DB6bDvNg+u/cHrOUoJMu+baTS6VE3HvByfqD+cexB36HLiDOWl2VaGviuTl/2agkvxClRnOiXzCAMqdT3VAPt992cbbFaGTpGQCkRcUp+6rpaef5vnu8YANJgWGKAFkAsoLugH8uEXb1ISHnbvFg+u+cch7CIbsO3J+5Eo2swqTIu8+VhiVChiKH1MDBTqmvnO1CJxKLEEnEyDOlhF17SNnerRkceY1O1/5UKg0EHr/Gk8WblbnDoHDn8tzyN967T3G8Zj9O1BlI8LlbOeaf7d4lTU3jTNMRHLJtT8A/lz550Bvm8ojD5Tpxrs1YMhNL5nPhU1L/9xnYdmlG/d+nFxh0ee04zgGbttwYsVD5u81MTuX5su1c6DCJp0u2cqnLlDyfs4aBHjpZN1b5beOr6+ko3xcan8BRMjuHX6KtiZpW0XS6Qy7d5WSDIdwYsVD5t+O+4QDXhy0gzjOgxOf4b9qJ+NoQve+JXWBjkUgoTnsVKlTkxMPDgw0bNrBx48YPHiMtMpbz7caTEhpJiwPLsW5V/4PHCg0NxdTUFE1NTfwOnufZT9uw7dSEer9+l28fuVzOXoO3wvnDkj5t2kJhsmP/Jdw3HODRXIXsWstDv2LbOW/t50tdpxJ27aHysVhdHXlmJqhJIGtVvZfHsbwlwdIzeLp0K/L0TGotHo+ajhZ7jZsiyHIGtKZ1nejssp3XZ29yrf8cZbBcfnAnGm/9IUfbo1V7KwvbbNo1JOTie+8JsUi5kpuNREcLQSanwpBOGFS049mPfyDN2j5XN9Sj+uwR6JaxxLpVfXz3nsGkliMWjWpwa/QS/A6eR8fanB7PDyvNAuK9AjlRZyAIAna9WtN8908AXO0/m+AzNxFrqCPPUORA15g/mhrf59bFjvMM4GRdRcBt5GRPtwf78nz9S4qbIxcpUzpaH11VYi54n5NE/xACj12ldIfGykD1ZIMhypupPl4n0LEuxZNFm5R50wDq+jr08T6VZ754WlQc8a8CMHeulu/qc9SjlyT4BVO2V2vEaiW7eS1NSSPw2BVMajrmSHnKjwSf15yoM0D5N9Ti4AoMyttyst4ggELd4WbOnElSUhJbtmwp8DppaWloa2szdepU1q5dW/Qn9H+ISCRCEIQ8vzhUqQ4qVHxGKleuTHx8POnp6R/s+PXmznMSvBU5jQFHLn9U4Gtt/XaLOLvIx2PTYarO/CZfcfx7M1fleJwRn/RJrFPTYxO40GEiSf4hNNvzM6XzkLh6H/f1Bwi5fI/aiyf8K7eoHSf0Q11fF3U9nXyDXkEuJ/zGE8UDsRixmkQZ0Gno6ZIRl4BRlfL5/v4kmhrU/XmK8rHP3jNItDSVQWc20Y/ckUulhF6+n8PFz9Axt4pCtdnDuTftV0o5V8c6K/CV6GkhS8pSGZALuYLfdxUInCYPwGnyAPZbtEKarMg1fjx/PQC23VvQePMCpdFKvFcgAClhUWQmpCgDX4m2piK4Tc9Q2LlmXyctQ/lz2b5tAag0Nu/8Tg1jfcVqtSAQ5+FPckgEusXUii0O5fq35/WZm+iXsymycsPXxvm240kNj+Ll2v30CziLSCSiwrAuPJ6/AZt2DdG2NANA3eDtZ0SlcX2oMLRLnkEvgJaZEVpmNQu8rlndKpjVLZ7dblFR09GifFZha1FIfh2uDHolWhqY1HBATVsLTRND0mPic/3NyGSKm1OJRML58+dZuXIliYmJBV5DEATmzZsHwOrVq4vzdFS8hyrwVaHiM+Pg4ICfnx+VK1f+oP5Wzetg3qAqycERhTqPFQe7Hq1w/W0nFk1qFVixXWV8X3z+eJsO8SmCXoCohy+Vq0a++88WGvi+ufOcR98rVksvPnzJwNDipWJ8DShUFgouTBKJxdRbMQ3f/edwnNAX371nCL/+GETQ5sQqtMxM0LY0LbLRwMM5a3IEvTq2FqS8foOhY1nEamo4jutD9BMP1PR0qDpjKNYtFTda4TeeoKajiVndKlQc1hXzBtW4NWoxwWdu0unGDh7MXEXUA7e3F8pntzDBN1j5s/P6OXhsOER6dBxJgWEAvD7hwlMLU6rPGUlmYjLO6+bgtmoPNm2dkWVkkPQ6HD1bS/RsLWm08XtujV1K2KV7uG84gNPkgTTeugDvv05g0ahmvnbO2aRHxuY7z09B6faNGBh+5V+7oxF27SGpWbbW0pS37yGnSQOoPLE/0pQ0Yl/6YlylPFW/G4JeGSu0S5kU+nt4H7lMRmZ8EprvyJGVNIJczp2JvxB535X6v0/PYR1fGJYt6lJzwRhiXvpS64cxyp2Wrvf3kODzGovGNQFIT09n586djB8/XnFNQcDT0xOgQLlJQRAQi8Voamoil8v/te+XrwVV4KtCxWfGzc2NH374ofCG+aBhpE/HK9tKcEYKai0aR5VvB6NuoFvgB6uhgx3dHh0gKTD0k27NGlctr3TmSn8nzzRf3sk9Fav/tz/aHMf3Vbramdevivu6A1g0rolZnbcrYFFPPAi9dA/7AR0K1KG1bFqb16dvKB9LU9IVcm51q+C59W/c1x9A09SIZn8tRctc4QLlu/+sorhIJKLJn4tI8Aok3itQqRRh3aYBUY9e5riOlrkJae/k3iIWoWtrmSPlwL5fe+z7tSfq6Suu9vqOtMhYAGSZUo7X7EtmYgqNty2k+e6fCL/5hOPV+yIIAm1PrsOyWW3FTVjWqnJycASgsNs1dLDDbfUe0uMSlSoOeWFctQI1F44l8Ng1qkwd9ElXe7P5Nwcxau+s2JYf0jnHcxFkMs61HE2cux8VhnWh0ab5lMtacS8O8kwp59uNJ+rhS2rMG02NeUW3bi8OsS998d17BgC3VXuKFfiKRCKqzx2Z67iOlTk6VuYALF68mCVLluRq07ixIm1s7dq1TJo0CbU80jbEWXUF4eHh/+r3y9eCqrhNhYrPjL+/P2lpaYU3LGHi4uI4efIkKSkp+bbRyKpsLwwjx7KUbt/o034Ii8XKIEaeUbhwvkWTWjRYM4vSnZpgVLkcl7pOJSVrNeq/jEF5W5zXzqZcv7da0bKMTC51mcKzH//AZfD3+fYNPH4NgZwrnBnRccgzpfjtPcODGatICggj+rFHDgm67KASQeDp0q28WPEXgcevItJQQ9PUCNNajohEOb9e1N5TABBrqNPz2WHlatjbscO51GUyaZGxWLd1xqCCLZF3X5CZqHjfRtx9AUD0U0/kmVIEqYyoJwrZK5sOjam9dCKOE/rl0Gm9M+FnQi/f587Enwt6KYnzDKDyhH50vbsb227NeX3mJknBb4hz90MuLb55w+cm3iuQjCxJus+Beb0qtD29nsbbFlL/9+k5zmUmphDn7gdA8Pk7yNLeGmrEefjjvvEgKaERhV4jJTyKqIeKm6ig059OXkzfvrQyR9m2c7MSG7devXqIRKIcQe/t27eVRX/16tWjSZMmrFu3jurVq+Pm5pajADr7M7Zr164YGRmV2Lz+n/lvL4uoUPEVsmTJEv766y8mTsxt/Zmens6tW7do1apViQaVycnJjB49GqlUip2d3Wd3k/sQdCzNaLJ9MeHXH+M0dWCebZKCwni17ShlujXHvF5VKo3uhSw9Q2nb6rPrVC6h+tdnb6Kup5unbNl/CZFEEXiK1fIuDkoOieDGsAX5qoNkr7YD6JS2wLLZ2+3pypP6kxGXgJquDv6HLygOCuA4pjdVpg1Cx7oUrY+vIuzaQzw2HkaenoGatiYWTWqSEh6Ntrmxwlktj5X5h7PWKPWEQy/ldtfK7lNxWFeiH3sgCIIyPUQkElF1+tBcfUxqOhJx5xmmNSvl+VwBHsxahefmv9ErZ03Xu3u42m8Wb248QaShhpAhxbZLM1oeXJFv/y+N6287ebpkKzrW5nS9t+eTpgW8i1WLunke1zQ2wOnbwbiv2UdaRAxPFm2m3opvkUulXGg/gfSYePwPXaTzjdxyZe+iZ2uJ4/i+hFy+R/U5uVdVSwp1XW263NlFZmJKsa2QC6JTp048evRI+Xjz5s25LOxv3rzJ2LFjWblyJd27d8fMzAx7e3vOn1fICKpEBUoWVeCrQsVnplOnTgwePDjPwPfZs2e0adMGAC8vLypWLBnJmqSkJNTU1KhVqxaGhp/nC7EkKNe3bYHboyfrD0aalMrL1XsZEH4ZNU1NIu+5IpJIEKlJsGhSK0d7rx3HuTdVEby0Obn2owoDvyTxXoHolrZATUcrz/MSDXXandtE6OV72PfL2zVQoqWJmp42mQlvV5es2zVE28KUsn3aIBKL8N1zhnL922PTrmGOGzF1XW3q/jIVAMtmdbjS81sEAfwOXsBz8980/nMh9v3aY9msDl5/HkOenoEsLZ325zfnmENadDyP5q5BXV+XusumKvKS37vfE2uoI5JIkKUqdkmyi/Y0jPRptuvHAl+nN7eeomliSJsTq4l76as0ZHifjLhEvP48BkCSfygJPq+JuPMceCuxlr3S/LWSPb+U0EiSAsM+WeDr+ccRPDYdosLgTlSbNbzAtuV6t8E9ywVOaXcsKHJ2AWVRZmG8v5r8KchMSuHR3HUIgpx6y6fla9FeXFq2bMnSpUuVjydMmMC4ceNyLWykpaURExPD1atXCQ8Px9bWFqlUipub2/tDqvhIVIGvChWfmbi4OMLCwpDJZEjek+pp0KABsbGxtG7dmv3797No0aIij5vg+5pr/WYjEotp9c/vOfI6LSwsqF+/Pq6urlhZ5Z/vmU1SUlKBxRZfC+8WZSUHhhHvGUDgsasAVPimS65t9PTouLc/FyVvuBC+hNTao+/X4b7+AAYVy2DVpgGaBnpU/35kDkmn9Jh4LnWeQnp0HGFXH9L2ZG7pIy1TQ5rv/YUYV2+kSamkR8VS84exOQKm7EI2v8MXeLJwMzZtnKm5aBxPl2xB29yEGgtGY9m0Fv0CzhF65T7XByuqzn12nSLs2kMqDutKm2Or8T14HoeRPXJcPzMpBff1B5TmGImBYbQ5spK6K74lxtWHJP8QNAz16PbkIOq62ry5/YzUN9GUH1Q0Yw/PP47wYPrviNQkdHLZjlndKqTHJoBYjEQjp6NcakSMMjDTtbNCw0hfudqtbWmKvr0tld6zUP7cZCangiDkq4RQc+E4ZGkZmNZ2/KSKJs9++oOMmASeLv2DqjOG5atrLQgCz35W1CJYtaxH7aWKG32xuhrtTq8n+Pxt7Ad0+GTzLC4+u07hvfMEoKhjqDJtcLHHyIhPUrgnar+9IW3SpEmudnK5PNdn/5IlS/jpp5/4448/8PHxQSqVMn78eKpU+TTKFf/PqAJfFSo+M0ZGRvzwww8MGzaMZcuWUaZMmVznHz9+XOxx3dcfIP5VAAABx65Q9dshOc5Pn170VRN9ff0SXXHOC7c1e3l96jrVZn5D6Y65vxyKgl2v1gQeuYJITUJqeDSGjuWQaGsiS02nVMPc6RyVJw9Alp6Jur4OZfu0+eC5K6XWAkJpvvfnz+pCF35TIWWW4B2klLXTr2Cbw+kt6omHMsgPu/oAWVo6Yg11koLC0S1dCrGaGhH3XnC19wzkUhktD67IIZ+WFBhGyMW72HRohJ6tJS9X7SUl+E1WYCDgs/MkAOlxCYrVMT0dSndojF3PViT6BRN535Xw648Ju/oQ67bO+Ow8SfLrcFod/g3/wxeJuPsCrx3H0bV96wAXeuEOMS+8SPB5TWaCItUhIyEZkUikGL8IcnbvkuQfAoAglZEcFEbM81fcnbQMDWMD2p/fiHGVt6u/hg52VBrTi3ivIOoun4p+WWvqrphG+I0nVJk2GP+D53lz4zGlOzTKN/D8WF79eZQnP2zEpn1jmv61JMcNVcwLLy50mIggk9P21Lo8pc9Ma1ai3dkNn2Ru71KmSzN8dp/GtnPTXEGvXCYjyT+UsGsPsWhSk5DzdwBIeh2e43UzrVVwcJ4WGcutMUuQS2U0+XMROlmSaJ8SQ6dyyueTn3FGQQRfuIPLgDloGOrT0eVP9MsqpCLj4uIAxcrvtWvXgLfFau9Srlw5unfvTvPmzVm7dq0qveEToipuU6HiC9CyZUtWr17NrFmzCAwMLJExE3xeK3/WLmX6UWNVqlSJI0dK3rY4m/TYBJ4s2EjkfTcezVv/weM4TewPKIKbxz9sRMNInx7PDtPt4f48LX/VtLWouWAMVaYN/igHtsgHbsS99EWanIr/oYvF6uu77wz3pq4gMcvwobjU+XESZvWrvs1RFgESMdFZigoApRrWQC/ri9e6jTMSLU1ujlzMsaq9udJ7JqBwa5NnSkEQiHnhpewrz5RyrvVY7n/3G5e7TQPe6t9aNKmFcQ0HZVuvbUd5vEBhxhJ2/TEZCUlU+KYb2lmV7Lq2FgSfVjgDhpy/w/n2E7g1egle24+BIJAcFI5Va8WqsralKc9+2saNb34gPToeDRMDGm+Zn68ecWFUnfkNDqN6Uv37UZTu1ASPTYcByIhN4HL377g+ZB7RTxVSUl47jvNq21He3H6q1GN1mjSAVod+JfqpB147juO14zgemw590FyKwqutR8hMTCHgn0tKibBswm88JjMhGWlyKmEuj/IZ4fPQaNN8+gWco8WB5cpjsvQMzrUZyz6T5pxuMpz73/3G7fE/4TCqJ9oWplSZOqhY1/A7dJ7Qy/cJd3mE757TJf0U8sS6ZX26PdxH1wf7PuhGNuTiXTYneuIVEUzkA1flcT09PXr37p1jB+3bb79l9+7ducbo0qULN2/epGHDf5+Ryb8JVeCrQsUXolSpUmzevJmZM2dy5syZj77DL9urNYhE6JS2+GiZsb1799KzZ8naCoe5POL6sAUEnb6BuoEuJlkBlEXjWoX0zB+jKuUxynJWin3hzblWY9C2NMWocm6ThZKkVMMamDtXQ6uUCRWGdS1yvwTvIG6P+wmvHcd5MGOl8vjDhw+5cOECGzduxM9PUQn/dMlWzjQdQcjFuzz6fh1nmo0k/MYTrFrWA0F4a2IhwN1xP3GmyXA8tyqsitV1tenldoRhSXdpc3w1SYFhBJ1yASDc5RGCXI79wI5UGN6Ncv3b4zjuraHDzVGL39FmVeTVVpsxjEER12h/fhOOY3pTff5oZfts/dZrfWcRduUBD6b/TlpEDPXXzKL1kVXUXDgWcVZqQWQeebJRj9zpfGc3jhP6EXz2llJHt5Rz9RwmAlFPPDhg1YYD1m2IuJd3vm3UY3e8d59CmpqGlqkhzmtnU3P+aLz/OqnUhAZIDY8i8Pg17n37q+L34qNYORekMqUDXTaaRm8LnULfccsraSoO74ZYXQ3bLs3Qtsh541qub3ssmtTC3Lka5Qd3+mRzKCpaZkY5VqQfL9hA5D1XBJlMmYstTU7Dee1s+vqexmFkD178upOboxaTFBRW6PilGtVETVcbiZZGrjz9T4lhpbIYOZb9oL76XRtyRxbFI0ki0fK3ChZaWlro6urmSFtbt24ddevmLgrMXh1OT0/PdU5FyaFKdVCh4gtiYmLCgQMH+PPPP/nxxx9ZuHBhkfumhEdxa+RiRBIxTbYvxmFkD0p3aoKGoV6OHLMPIa8P5Y/l1uglpIZHEXz2JoMirtHxyh8kBYVjULFM4Z3zQV1Ph6739nC8Zn8SfV+THh2nyM3Mx+a0pNAw0KXj5T+K3U/dQA91A10yE5LRsVasigqCwIABAwgMDKRSpUp0796d5JAIXH/bCcDDuWtJyHIre/bjH7Q7t4HoJ545xs3OT4119cnzug9mrUKerigkqjp9CCKxGDUdLRptyC11Fuvqrfy52a6flD9nF9KFXLrLi5//BEDT1JA6P01WNHgn1VmanIqutTkahno4jOxB1KOX+OzOe+VOkMowcixLZlwCIolYueJqUCHn+8Jv/zkysxzZ7kz4mTo/TyY5KBw9+9J4bTtCqSa1eLZkK/KMTCLvu9Jo47y3nd+Zm13vNkTcfkpqeDRGlbPkq7o2J/jCHYydKmDb9T0pK8nbzjoWn27LvfKk/lSe1D/Pc9oWJrQ/vynX8YyEZKWj3acmMykF710nMapsj3Wr+gSddCElPBojJ3s8N/8NgFhTgxrfj0KalIJtt+bKvhF3n/Ns6VbFA0Gg6Y4lhF57QJy7HxW/6ZYrfcSsdmX6vDqBIJd/NnWKbFLCIpGmpGFQ3rZY/Rb9ugyAE0kBnBjYHXn/t0YTvXv3ZvJkxd9JUFAQ0dHR3L9/H0NDQ2xsbJRj/JsKj//NqAJfFSq+MGpqaowfP54BAwawe/duhg0bVqR+vntOE35DkQvsf+gCTlMGFikXzv/vS8S88MJp8kC0LT5sG/lDMKhYhtTwKPTtSyvTDNT1dT66OEwkEtF8z0947ThBma7NiuxYVhQSvIO4PfFntM1NaPLnIt7cfsqd8T9jVLUCrQ6tQKJVPNtpbQsTOt/8izh3P0p3aKycv6+vb452soxMjKtWINbNB5u2ziAIJHgHYdWqHmI1NZzXz8H/4AVMajpgUKEMCT5BJAdHUP37vOWedKwVRgxqejpK44v8cF43B9ffdyFLyyDk/G3M6jkhfudGIsErSPlzenS8cjW39ZFVuK7ciSwtE7PalXPsOtRfNRO7nq0Qqavhvnof0c88SY+OBxRBsuuvf+G965TCLjgLg/Klc8yrbK/WihVtQUDdUI9r/WYrnpOuFtLkNIKz8kkBpeZvNg4jeyDWUEespkbpjo2RZ0qJ9/CnVGNFHvjDWatJeBVIkl8I0qRUkoLCcBn0veIm8h39YYfRJbsL8jG4DJxL0KnrVBrTiwarZ33y6z2cuxafnScRicU02jyf2+MUihqOE/ujpqeDNCmFajOHUW3mMG6P/4mzzUZSrn97mm5fjI5NKWUbQwc74r0CudL9OwS5nDh3v5w3KVloGOl/8uf0PgHHrnLjmwUgF2i260fK9i56HUCvfn3559xpqkoMcZPFIxaLGTt2LC1btuTB8fPcu6eQ5nu3puPkyZM5At/sz4E5c+aU0DNSkRei4myvikQiQZVwrULFpyE1NZWOHTvi4uICKLR3jx49ipGREV275t5Oj7j3gktdpyISi2l3biNmtQu3QI7z8OdkPUW+XdnebQqVgypJMpNTibzvilntyogkYk43HUGiz2vq/DKl2DmAn4v73/3Gq21HAWi680f8/75I8BlFzmr7C5tzqUa8i1wmw3fPGTSMDQp0C8sPWXoGqeHR6NlZIUtLJzUiBr0yhSty5DkXqZTg83cwciyHQYXCV7IezVuH+7oDADTd9SNGlcrivuEgfvvPoWNrgZapEUlBYThO6EeN93SSc107U8rZlqOJefaKKtOHUmfpRLy2H+Pet78p0xps2jck5ILCIMOud2sqjeqVp85y7EtfIh+4oWNtztXeM3Kc07Y0pf7v04l57o3jhL65coPlMhkXO0wi4u5zqs0eTq2F45TnrvSZQcj5O2iVMqG3+1GeLtmK+3rF8y83oD3+hy5i5FiOjte2fbLitoLITEohKTAMIyd7RCIR8kwpe40VxYhaZsb0Czj7yedwZ9Iv+Ow6hUgspuGmedwZr9gNqD53JBWGdSH59Rvl38N+i1ZIk1MRa6gzJEbhCpjg+xqvHcexaFQTgwq2nKw3GEEuV7q6fQ2cbTVGabNt16sVzXcXbHjyPtKUNNJj4qnbtoXSivhdftSuTrurfzBoyGBlkJsdU0mlUmrWrEnt2rXzzP9VUTxEIhGCIOS5qqJa8VWh4ishNDSU69evc/78eTp06EBISAjDhg2jRo0aaGtrK/V9synlXJ0+XooVGA3DokmPqelqIdbUQJ6egcY7Iu1paWnMmTOH8PBwFi1ahJOTU5HGi37+ivhXAdj1aEVKSARx7n7YtGuYpzGBuq62Ujc35oUXiVnFeKGX7n21ga9Vq/p47TiBhqEeZnUUNxahl+5h6FgWk+oFK164rz/Ak6zCr9bHVhW7YEaiqaGUpJNoaX5w0AsgVlOjTJeiu1FlpxmI1CT47DlN2OX7ynPJgWFINNTpH3CuwDGeL1cYE5Tu0ERpZRx66R51lk7EYVRPyg/rgsf6g6SGR+E4aQB3J/xMakQM1WcNz1dv17hKeYyrlOdcm7EA6Npakvw6HFDYONv1aIVdj1Z59k2LjCXirkKb9/WpGzkC32Y7fyTk4l3M6lVBoqVJmW7N8d51EnUDPWotGk+DlTNR09POsfJdXGRp6dydspzUNzE4r52NfjmbwjuhuAE603QECd5BVBrXhwYrZyBWV6P63JH47j/72f526i2fpsiBdbJHkMkRqauhrqtNhWFd0CtjleP9WWPeKDy3/oPDqLcr5P6HL+K+dj/ua/fT7txGWh1dSZy7Hw4juhd6bY9Nh4l54UWN70cVaL9dEGnR8Ui0NFB/z0HwXewHdiDqgRtiDXWqzijaztu7qOlooaajhbu7O15eXghpGRw/dZLvf1gAQLy9GfWdG+Dt7a1UdkhJSUFHR4fKlStTtmxZVdD7GVAFvipUfCXo6Oiwb98+nj59ypkzZ7C2VlTlP3/+nFat8v4yL67DkF4ZKzpe/YM4dz9FMVwWYrEYPz8/SpUqhalp0RQhEgNCOddyDPKMTMJcHhF0woXM+CQqjuhOw/VzC+xrXK0ilcb0IuqRey6P+9Q3MST4vqZUw+pf3Je+TNfmPBlSi+/nzkXf1gb9cjbY9WxZpAAoWwcW3hHv/5fgMLIHRk72aBgZcKXnd29PiEQgCIXqxD6YtRrPzQoVhec/bUPDSB8dm1LUWjhW2Uairp7DZa2oUlyyjEwi7ytW5WSZmdRdPhVZWgZOhQSAOpZmVJ7Un+Dzt6n23iq1up5Ojr+HUg1rMCD44kcpf7zP6zM3lZrF7usP0GDVzEL7yKVSPLb8rZSti8wq6ot188GyeR1qLhhTYvMrDHV9XWWQfWfyMoRMKRlxiXjvPIleGSvKD+6kvOGtMm1wLh3cd/8eBKkMmzbO2LRxLvS60c9f8XD2akCRwtJi3y/FnvvrMzdxGfw9Gob6dHL5M9+bDscxvSndoTEahvoflTudmZmJo6MjNTVMmWVYjR5tO+Ab/BrNbs65tL91dXVp1KgRPj4+eHt7FzCqipJCFfiqUPGVYGVlxaBBii+WsLAwpk6dqjz3+PFj6tWrVyLXMa1RCdMaOa1bNTQ0OHXqVLHGkSalKJ2X0iJjlTaz2StwBSESifLMS0yPieeU8xDSImOpPHkA9ZZPK9acSpr79++zZtMGfvr1rXRTUVf9qkwbjJqONpomBth2alp4hyISevUBt8f+SFpsAtW+G/JJgh9pSpqi8EsiRtvCFFlGJtXnjMB+QAcSvAIwec/6Ny0qjkT/EMzqOiESiUiNiM5xPiMukTYn1xaYjpMYEILPnjMYOpZDXUcrh67wu0g01Kn/23f4/32RypMGKAPWRP8QNE0M0TDUw2PjIQJPuFB1+hBlLjVAvRXfUm/Ft0V6DUoy6AUwqVEJdUM9pIkplGpUs0h9XH/bxfOsQkLj6hWpu2waUY/dOddqLIJMRoM1s6g0uleJzrMoVBrVk4jbz1DX08H1150AJAe/KfC9WG32cDRMDNAuZapQJiki2ubGyvzgzKQU0iJj0TI3LtZ8Q6/cR5DKSI+OI+qRe4Gr7Xq2lsUaOy80NDRwXb2Hat8NZUzkTU46r0SrfV2aNGnCjz8rUkQCAwOxs7MD4M6dO6xateqjr6uiaKhyfFWo+Erx9PRk6NCheHh4YGZmxu3bt3MUQnxuZOkZJAeFo1/BVrli4XfoArGu3jhNGUTIxTtE3Hel2vSh6NuXLmS0vIl/FcCJOgMBRZpBXo5jnwupVErlypWJiooiNjb2i83jXdLjEjlk2w6yPobfzaEsKRK8gzjbegyZCcnoV7AlwTMAgOrfj6TmfEVgE/3sFfemrsCggi1OUwZypc8M0t7EUHnyAKrPGYHvvrMEHL2MIBOQpqVjXteJhuvn5htMJvi+5niNfjmOVRzRHUEux7hqecJcHlNhcCfKdGuRZ3/Prf/wYMZKtMyN6XB5q3IsfXsber74p2RemBIgLToeaUpqkYOrp0u2KtU92p5ah1XLegQev8b1IYpisCrfDn6rqvEFCL/xhIudJinmkpW//SmI9w7ibPNRZCYkYd6wOh0vbS1ef69Abo/7Ea1SJjTdsQR1XW0SfF4TeuU+Zbo2UxZ/fgiCXE6ibzC6dlY5HAFT38TgMuIHlj4+y72IgLfts2Kod1d9ly1bxty5Be+SqSgeqhxfFSr+hfj7+9OgQQPkcjlPnjzh119/ZfXq1Xm6/nxqBLmc8+3GE/3YI0cxin3/9tC/PQAVhnahwtAuH3Udw0plqbtsKhH3XKkxb9RHz/tDqVmzJs+fP8fR0ZGAgIBi989MTiXeww+TGpXyzHf+UOLc/ZRBL4BxtbxzYT+GiHsvyIhJAFAGvUAOBYuXa/YR/cSD6Cce+B9+a+AR89yLW6OXEHLhDmp6OvTxPF6k6vxsN7p38dl1CkEuVz4OPnuLfv5n0TIzytX2ze1ngGLnIeqJB9qWpqSGR+fp3vcl0TI1BNOiS1ZVnzMcDSM9tC3NlKukZbo1p/r3o0iPiv2gPNSSxLJZbZruWELUEw+Mq1VELpPl2BF5//GHolfGEkGmSJWQvqfYURQMHezodO1P5ePsz7O0iBh8dp+iy+1dHzy3W2OW4n/oAubO1XJIHKZrivHtVJmrR37nt99+Y9GiRZQvr9Acv337do4xVEHv50VlYKFCxVdKs2bNCA0NxcXFhf3797Nu3TpOnjz5ReaSmZRK9GMPAMJvPs2zTcR9V1LeKLa43w1YiovTlIG02PcLxlnGFO/jvfsU14fMI+rRyw++RkHIZDIqVFAElO7u7h+krXm+7TjOthjN9aElW62eGhap/Nm4ZiU6uWz/qPHy+j2V6doczXeCM107K8oP6UzMU0+8s6yKbdo2AECs9VY6zqxelax8W4X4vjxTivydvM78iH3pi/dfJ1E31EWkroZ5oxpUnT4Mbcv3cs0FgUfz1pEWFUfolfs8mLOG823Hc6LOQOSZUkQSMcbVK+K58RCp4dGo6WpRvwh5tJ+CtKg4Xp+5SUZC8keNI9HSpMq0wYobzCxEYjE154+mwepZhLs84snizaRGxHzslD8Ys7pOvPrjCLdGLOTpos2E33yC774z3BixkL1GTXm84ONtlCWaGrQ+tpqqM4bS5M9FRXI9zExKIfTqAzKyUrDeRRAEZZqWLPXjzCLeZN20Rd53Q5aeoTyuo6PDlClTGD9+PM7OilzmbCWHJk3eWrRHRkai4vOiSnVQoeIrZuPGjTRo0OCTGEoUl5fr9hN4/BpVpw/NpRBwY/gPBPxzGcRiGm6Yy8PZa9AuZUyHS1tzuVB9DGmRsRy27wyCgEkNh49aqcmPypUr4+npyb59+5Q518VBlpHJfvOWCDIZEi1NyvVvR4OVM4qt+Zvn2Gnp3Jm0jNQ30TRcP7fIygB58WDmKkXl/cgeOK+dnePc67O3uNZPkYNdZfpQwl0eEf3EA0Qi+vqcIvDENR5MXwkSMeqGumTGJCr1ZJNDIvDecRyLprWxalH4+/Yfh26khCq+/NucWIt1loVxSlgkYdce8uLXnUoFEACzulWIef4qR8GgSE2CIJUh1lDHtFYlIu+7oW6oRz/f0yXyuheX47X6k+AdRKlGNelwcfMnuUb8qwBO1B0EgoBdr9Y03/1Tnu0yk1Lw3nkCw0plP8iKtzCiHrtztrlid8amfSNCLt5VytRBycqtydLSOd1kBPGe/lSb+Q21Fo/Pt+35dhOIuPMM42oV6Xo3t1JC1GN3/E+64DCoE4aVyn7wnAKPXeXl+gOU69OWyhMVKTYuLi5oa2tToUIFzMxyaqtnF7dZW1vj5uaGsXHx8pVVFI2CUh1UK74qVHzFlCpVilu3bn20nXFJUGXqIDpd3ZanLNab2wqZKORyfHafQpqUQqJfSL6rw3mRmZSC/z+XC7Q0VdfXQbe0BQCGjh9vSywIAoIg0LJlS1q0aMH27duV+puDBw8upHdOkl6H473zJOnRcTTc+D26Wfq7PrtOEXDs6kfPFRQrgE23L6bd6fV5Br2h1x7g/8/lIq24++w+BYKAz57cjmq2nZrQ6p/fqb9qJjXnj8Ywy8ZVx9ocv78v8XD2GkVDmZzMmEQAfPcpghtdm1LU/GFskYJeAInOW5dBdQOFRm5GXCLXh8zj6eItNN6ygP7BFxFnGZNEPXZXmmYgEoFEjE2HxogkEip+05Xme3+hzi9TaH9+U4FBb9DpGzxdupW0yA/L35bLZLgMnsehMh1ypHvIZTKSg98AFMme90ORaGsqXwcNg/zlDB/PW8+jueu40msGHlv+/ujrpscm8OynbfgdusCjeevw3nmSuiu+pfLEfjiM7KEMeo2rO6BpYojTtJKTW0sJiyLe0x+AMJeC7aMTvBVuh4m+r/P8/DStXZn6Syfx058bkX/EDpVdz1Z0urpNGfQCeHt74+zsrAx6O3ToAMC1a9cAaNWqFaNGjVIFvV8I1YqvChVfOb/99htpaWnMnz8fkUj0xSW+8sLv74vcm7ICHWtznDd+z+2Ri9G2MKH10VVFthy90nsGIRfuoGVuTG+PY/kGLWlRccS99KVUoxofnT/bokULrl+/rnxsamrKnj17lF9UxXmtj1brQ5J/CIaO5ej+aD8BR69w45sfkGiq0/Han5hUK1j392MQ5HJCrzxQSo/VXTYVpykDC+zz7KdteP7xD5VG9ixw5QwUsloRd14gk2Zypdu3uc5rmBjgOKY3NX8Ym7szCuMUz63/YNPOOZfCRVpMPE8WbMSyeR3lln7gCReuD1bYKVf4piuNNs7j0fwNuK/dB0D5YV3wP3geeYZi1bfR1gWU698eiVrR3g8JPq85UXsAglyOXc9WNN9TPKMCUBRMnag9AADzBlXpeGWb8lzIxbsEHLlMxeHdPmmecfRTT2Jf+lKuT5t8/17uTV2B147jvJan4CNL5IJ+EncfP1QqCkQ/e8XtcT+iZ2dFs10/Fmp3fnvCT/juOZPjWPW5I5WKDq6/7cL1912oG+jS/twmpWFKZlLKB5t/xLr5oGtriYahHk8WbSL8+mNqLhqHdcv6+fYJvfYAn52nkMtkxLp6U332cMoP7pyjzbfffsvatWtp27YtFy9ezGekDyc8PBwrK4XucOcGTTlz/ybJYZEExUWho6OTw8VNRcmiKm5ToeJfzKxZszh+/DgjRowgMzOTatWq8f3333/paeXAvm877Pu2Uz7u7XGs2GOkhEQAkBYdR0Z8Mtr5fJFrmRlh2bzOh030Pfr06UNAQACTJk3C2tqaQYMGffCNRWZWPmdmouL/sr1aY1LdATUdTXSsS5ESFsmdib+grqtNo83zUdf/cJ3Qd8mIS+Rsy9Ek+Aa/PZZHXuP71FwwplApNGlqGpkJyWiaGSGSiMmMfGdcsQjkAkZVy9Pt3t5cfTOTUrgz4WcyEpJJDY8i7qUvPrtO0s//bI6CNy0TQxptymlZa9GoBgYVy5ASGqm0ja06fSjRj93JTEym2ndDCb/+mORAxYrq3Qm/8PznP+l0bXuRbLglWhqI1NUQ0jNQ08vf0CA/3Nbs5dnSP9A0MyI9Og7LFjnluWzaNcxh2fypMK3lWKimcp1lU0mLjufiP/vZlxEI0bBmzRpWrlyJWCzGc/Nh4l76EvfSl7BrD3PcmAiCQEpoJNqWpmQmJOO55W/SIhQr5CKJWLG4K5dj4PA2gJNLpUiTU5EmpxJ84TaVy/fnSs/vCL18n6ozhlJ7SfGUH54s2oTbyj3o2lrS9f7eIve3blkfs9pOHLRpC8DzZTtyBb7z5s2jW7duNG1aNLnBtMhYnizZgo6VOTW+H1mo5J2lpSU+Pj5UqFCBM/cVjo+6Vua0a9eOs2c/vdueirxRrfiqUPEvY9q0acydO1e5kvBf4eGctXhsPAhAg9WzqDTm8+uTfgxRj90JPHaVcv3aYVLdIdf5d6WpnNfNUWwLlwBvbj3lQgdFMGBctQJ2PVriNG1QoSt3hZEcGsGFtuNJCgzDrH5Voh64oWGopwyqay4eT/WZ3+Tb33vXSe5OWgYoZMUS/ULQNDOij+fxIufdCnJ5vsFFalQcD6b/nsMFsOWhX/PV/32fqMfuxLr5UK5vO9R0ivdaHavRl8R3bjTUdLTo6fpPieazlyRyqRT3DQdptmAizZs24/j5M0RGRmJmZkbg8WvcGP4D2hamdL6xI8dzuD3uR3z3ncWqVX10rMwU6SwiETXmj8aqRV00DPSQpqZhVuet02P8qwCu9JmJWE1Cm+Nr0DDU42BpxU2xXllrerkdITkkgsDjV7Fu7YxRVhpNflzoMJE3txQpU90fHyhWPq4gCFzqOpVwl0cfpAv+8uVLAgMD6dSpE5DTmKXl4V+LrM89/7uZ3N68j0yZlBkjx/HcUkLHjh2VRW8qSh5Vjq8KFf8RfH19iYqK+k/mhlk0ztoSFonQr1AaWUYmN4Yv5EyzkUQ/f/VlJ1cEzOo4UeenyXkGvQClGlVHpCZBTUcLs7pFs4Qu0nXrV8W2SzP0y5em3q/fUX3uSGXQ+2jBBq4OmE1yeBS+B86RnLWqXhCpb6I5XrMfRxy6k5S1ohr/KgCAjIRkNIwN0DQ1wrbj28r0kMv3OGzfmYtdpiBNTVPMq44TarraiNQkWLVxBrEYTRPDHEoPiQGh+B44l+8KdX5BrzQ1jXuTl5HgHUSNuSMxqFgG6zYNsCxiXnH2/Cp+063YQS+A49g+qOnpoGNjDoAsLYPEwDCu9JnBjeELyUwqWHIr8Pg1bo1ZQtRj93zbyNLSibj7nMzk1GLPLxtpahrpMfGI1dSwH9CB+QY1OH5ekaaQnddq16Ml/YMu5Bm4h1y8C0DYtYdIshQ8RBIx5fq0pZRzdYyc7DGr44RMJmPAgAEsW7YMrbJW9HL9hx5PD6FnZ4WGkT6VJw9A19aSarMUN0pX+87k0Zy1XOwwEbmsYOWP2j9OwrJFXSp805UrfWZyoeOkIqtliEQi2p5cS7/A8zmCXrlUys2RizhRbxAR91wBRTGl74FzORQyatWqRefOnRk5ciRPnjxBu6ylIl9YTVIsC/GfV//Osce32P/3YXpsXMy1a9do2PDT7wioyBvViq8KFf8irKysWLly5QepDfwbiH7qiUhNgkm1ioRcvseVHt+xMc2Lfq07MuNC7u30fxspYZGI1dXz1KItCWQZmUoR/SeLt+D2e5bqhZoEsgLOsn3b0uyvpbn6CnI5HpsOEXTqBhFZurgARlXLU3lif0LO3ca6TQMqjugOvA1KBbkcl4FzeX1GsZXb7txGzOtXJd4rEC0zY0Dg7uTlhFy4A0DHq9swr18VWXoGRxx7kBYZm69ZSUpYJDdHLEKkJqHR5gWEXrqLQXlbMpNSuNZfoURRfmhnGm9eQHpsAoJM/sle27xICY3AY9NhzOpVJeapJ65Zr3fDDd9TcXi3PPtkJqVwsHQ7BKlMmQ+eF5e6TiXs2kNMa1em840dxZ5bckgEZ5uNJC0qjmY7l6JpYsiFTpMYnnKfsbVaMv/4zlw5pumxCdwcuQhpUipNti8i/Ppjni7ZglFle5rt+onA41cxdCyHRSPFTapcJuPJwk3U++Wty+Q/u/bSe1jBhaEn6w8mzt0PkURMu3MbsSiCk92diT/js1tRiNniwHLKdG1ezFdEgd+hC7xcu4/YFwp7YE1TQ/oHnlfm6BtXr0jXO29VIA4dOsSAAYpc7gEDBnDw4EHluQcPHuDk5ISubtHTljIyMtDUVOx4pKamoqX1cTszKvJGteKrQsV/hF69etGsWW5Vha+da0PncbbV6ELbmdZyVBaBmVSriLaVGQ9kMVDhv5HWoWNl/skCsyeLNrPPpBn/VO6hcNnLUhYAlEEvQMDfl4h56UNmUgqZyanK/wOPXeXR3HWKoDfr66JMj5Z0u7eXisO60uLAchxG9UQkFiuD3qTX4Rxx7EHw5XuIJGIMHctiWrMSl7tN43TDYdydsgwdK3MqT+yHbhlLbLs0U+akyjOlypW79Oi4PJ+T794zvLn1lHCXR9wavZh7U1dwqetU1PS00bE2R6QmoXT7xkQ/e8URxx78U6k74TfemmHIpVKeLtnKw9mrlbnXJYmOdSnq/DQZu+4tMHeuhkiiWNE3rZ077zYtKg65TIZEUwMda8VKsV7Z/N/Xsa4+iv9f+n6Qqkv0U09S30QjyGSEXLqLRdNamA5RpBwM+WFmnoVVgUevEHrpHhF3n+O94wTq+rqkhkcTdu0hnlv+xmFkD6TJKbiu3E1GXCIh5+/gvnY/87Wc2KRTl1Ea9lg9CCp0btXnjgRAkMl5uWZfjnNyqZRTjYZx0LY9QaduEHT6BhfaT0CsqYlYUwO9staY169W7NcDFO6Tt8f+qAx6AVAESGTEKkxb0qPjc/Tp378/0dHRqKmpsXr1ajIyMlixYgWtW7emfv36HDhwoFhzkLxj6HHkyJEPeh4qPg5VcZsKFf8iOnbsyKFDh5gxY8aXnkqROVqzH0lZOZi79RsyLPFukfppW5hS48SvUOU0I35UFPMFBARQtmzZTzXVfzWvth0FIOX1G0KvPqTpn4uIc/clwfc1suS0HG3PNVfchIgkYgSZHLG6hNo/TlKer7VoPBWGdiXopAsHrFpj074xTf9akqvw782Nx0oNXoCUkEh89p4h4oEbAJFZ/1u3bkBv95wFj+p6OrQ6/CshF+7gMKpnns/JomltJNqaiCSSrNVjxQqzhqE+PV3/QZaajoaRPp5b/kaalRLw5tZTLJvVBsD/8EVlXrWmiaEy4PoUlO7QmF4vjyDWUEe7VM4Cu2c//sGLFX9hWteJjpe20unadqKfuGPZPP/UjEZb5uO1/Rj2Azp8UMGldev6lOnWguTX4VSe2B+RWIxPZcW8hk2fhH9Pf2Vb792nCDl3mzI9WqJuqIcsLQPLFnVzXFfTxIAE7yCu9p6JIJcT7+mP48T+iCQSHDBArK5GM1GpAtVLsp3crFrWQ6+sNUmBYVg2q8O51mNI8H5N011LSXgVqAxMH8z4HcRiUoLf8ObOcwaGXkJNTyfX65EWGYsgFwotbEx5E41BBVtl6o5EW5O2J9ciEolo9fdvBB67iv3Ajrn6mZiYkJmpMLwQBIFZs2Yxe/bsXO0Kw9vbm+HDh7NhwwYmT57M1KlTiy2bqOLjUaU6qFDxL0IQBP744w/u3r3LqlWrMDEpvIK9qCQGhBL92J3SHZt8UN5jfuzWb5RD0L7DpS0YOJRV2LfmQUBAAHfv3uXcuXM8e/YMV1dXQkNDuXDhAiNGjOD48eN07969xOb3X+Fqv9kEn72JREuT3q+Oo2VqRNQTDwL+uYz7ury309+l7rKpmFR3ICMxWanVfKL2QOK9AgDo8eJvDOxLE+vpT/iVB5Tp3gKJliZX+84k+tkrhHcMJRzH9yH2pR+VxvSibK/WH/W8MuKTFHq9wKutf2NQ0Q67Hi1ztEmPief2uB+RpWXQ+A9FoVZGXCKxbr5c7DwZBIHG2xZSPo+gJpsEn9eEuTykTNcWeQZQbqv3EnrlPjXmjsSiSa1iPYdTzkOJdVOs4Nq0b0jrI6uK1C/G1ZubIxahbWlKi/3L0TD4OCWQlJQUbt++Tbt27UhOTkZHR4e06HgOl+0IgoBx1Qp0uLQFuVSGprEBAOE3npARl4Bt1+Yk+YdwvPYABKmM0p2bYtG0Fo/nrgOg2pwRlOnaHNOalfK89osVf/Hsp22U7tSElgdXIE/PICMhmZgXXlzpoZDhK9u3LdVmDONUw2EgCNh2bY5YQ43AI1cwrVOZztdzp3xEPXrJhY6TEGRy2hxfo7zpeR/v3ae4O2kZmsaGVJvzDWmRcZTr0wbjqkW3/Y5z9+Nip8kIcoE2p9ZgWiPv55pNUlISmpqaPH78mGHDhuHt7Z2rTXx8PAYGBkWeg4qioZIzU6HiP4JIJGLcuHF07NiRKVOmsH79+hIJfjOTUjjbfBTp0XGU6d6SFvt+KYHZKigzoC1BB7I0MiVizrcdj66tJd2fHMhTeeDq1auMGjWK6tWrY4MWroC1tTUAk5t2pkePHjRq1CiX3/3/O60O/0rUEw/07KzRMjUk6omHwlFLENAtY0lyUDgSbU0kmhqo6WihVcoEiYY6glyORFODcv3a5Spu0rO3Vga+lzpPRl1flzh3PwCe/byNfgHn6HTtT2JeePFgxkoi7r4AoEzXFtT/vWi7EtKUNPz/uYRx1QqY1a6c67yGoZ7S7ararOGA4gYw6NQN7k/7Ff3yNrQ+uppWf/+uPJddye80dSCdb+xAmpKGReOa+c5BLpVyvu040iJj8d1/jk5Xt+U4nxwSwZMfNgKQGZ9E55t/Fem5ZVP9+1Hc+GYBglRGyIW7ZCYmE+fux8M5azCp6UiDVTPyLOTz+vMY8Z7+xHv6E3rprlLa7UPR0dHBz0/x+8vOM1XX00bPzoqkgFCMnOxzyexZNqutfP317UvT8vCv3Bq1hOAzNxGJRYjEYgRBoJRzNWXQm93+9vif8N13Bh0bC0TqEhAEgs/cJD0mAS1TQ7S1NDGvVxWTGg4k+AZTfmBHjKtWoOeLv4n3DkJDX4dnPytsuU3eCTJjXL0RiUQYV62gsArOsh2OuPci38D3zc0nIAikx8Rh6GCH06QBxX79gi/cIS1KIed2qfMUejw7XGDq0pgxYzhy5AgbNmxQBr2mpqY8fvyYO3fuMGjQIDp16sStW7eKPRcVH44q8FWh4l9ImTJlmD17NnPnzuWPP/746PFkqelkxCkcuFLDS9Y73qRCWbKz/vTKWJHkH0Ly63Ay4hLzDHxHjBiBra0tZZNE3B36A/10GnBXGoVEJKLu4ygCztygbOdmTKvfgRXnDuW7cvz/yLuB44PpvytX2pODwgHF77nx1gWY1qqcp/NbSlgkfocuYNWiHqY1K+EwsgchFxSpKcmv3+Rom5mQjDyrmM6kugPtL24h6Pg1NIwNiqWz/GDmSnx2n0asqUHP54eVznygCIovdp5MzHMvGm9ZgEkNBy52mqzUFwZIi4wh4s4zSndorJxXuMsjAIJOXqfuO4VX+SHIBaRZwZM0D0UGLVND9MuXJtE3GLN6VYr83LKx696Cur9M5cWKvyjbqxXq+ro8X76DqEfuRD1yx6CibZ6BmG3npvjsPYOWqSHmztWLfd28uHfvHjNmzFDmmko0Neh0fQdx7r6UyuMa/n9f4va4HzGuVoF2Zzdi6FBWmQ+bFhlL13t7EAQB4yrlAYXCx/XB89C1tSQpIAQESAl+g9OUgXjtOI66oR7RTz2waaOQ8tIw1KPL7V347D1D8PnbGDnZo1/OhtsTfibi1lvnx+Bzt4A5BF+4w9U+MwFofWQl9gM7EH7zCRkJyWhbmiJNSctzx6rqd0NJDgpHz94Gq5b1cp0vCnY9W+H6604yE5PJiEsk5oUX1q3yN9F48eIFmZmZTJ8+XXmsf//+ynQtbW1tbt++jbe3NxUrfjqDGxU5UaU6qFDxL+bPP/8kKCiIpUtzV+kXl6CTLoRefUjlif0wdLArgdkpkKam4fqbwsnJolFN3Fbtwbp1AyqN6cW+Ui2QpSgCjkHRLqhpvtV3jXXz4UyzkcgzMnOMJ9LWJDw5nqWpbtxe/gfV54wosbn+W0gOfqNcsc0LWVo6+8xaAKCmq42BQxlinr5CXV+HzMQUNIwUObLZ29nZnGs7jsi7L1DX16Gv7xnUdLTw//sid8b/jCw9A5FEgpAlP1WqcU3ant2Qo1jnXcJcHuG98yTl+rXFtlNTYly9iXnuRdlerXMEJteHzCPw+DVEYjHdnxxUOn2BYhv7bAtFPrJ1W2esWtTl8fwNOa6jY1OKrnd353AIfLxwE0HHr1J9zohcpgX5EXHvBcHnb1N+UKc83/+ZickkBoRiXLVCibgnuq8/wKPv1ykftzqyEqsWdZFkWTNnI01JQ6yhhriIrnQlTbajIkDHK39g3qAabqv3En79ETXmj8H8vRuBW2OX4rf/HADmDaoRed8VTVNDuj07xN9lFCkVeuVs6OX6j7JPnIc/J+splGrKdG1OiwPL2W/ZWnkTom1pisOonoRff0xmcioxTxW24pYt6tLu9HqkKWkcrdKLtMhYbLs0o+XBFbmeR+CxqwSecMFxXO8PdtNLeh2O1/ZjBJ1wwcixHE13Ls31+3qX7Hgp+/0ilUq5dOkSnTp1wsPDg6ZNm9K4cWOeP3+Ov79/vuOoKD6qVAcVKv6jjB49mlmzZrF371769OnzUdI4Zbq1oEy3FkVqG3HvBVf7zkTT1Ij25zehY2mWb1s1bS1MqjuQHhOPaW1HWh5cgSCXI01NUwa9ACcbf0OvR2+lgoyrVqDbg334H7/G88WblceF1HSsNPXYpFYfk3zyCf/LPFm8Gbffd2NcrSKdrm/PM/iVaGlSbdZw/A9foMp3Q6g0uhdyuZzL3aYR7vKIjPgkMhOTcwW+5LGwkegXgiw9Q3E6K+jVK2uNze8TUVNT4/Hjx9SunXN7OSUskis9v0OeKeX16ev0dP2H863HIk1JI9zlEU3+XKRsW3/VTAwq2mFa21EZ9AqCQOiV+2iZGWHdpgHRT1/hMKonxlXK47PrFNK0dDSM9dEvV5om2xbm2jmos3QidZYWzyGslHP1PFc8s1HX181VuCXPlBJy6S5Gle3zXEEvCKcpA4nz8Mdn9ykArvaegWGlsnS++VeOG4OSzLf/EBxG9SD6sQfG1StiUkOhUV31uyFU/W5Inu0rDutK2NWH6NlZ0vrYatT0tBGLxQhyOcZVyhPr5pMrpUXDSA81HS2kKWloWyrSbWp8P5JnP21DLpWREZ/E81+253p/JvqHACBNTSc9RrEK/W6xZTbS1DRujFiIIJUR9eglpTs2JvjsbczqVaHJtoVFtj6/0H4CyUHhGFevSIsDywFwW7WHN7efUfOHsbnym9+/QVJTU8PWVvEeNzU1JSoqilWrVlG+fHl8fX0pX758keah4uNQrfiqUPEvJz09nbNnz3LhwgU2bdqEuBAbzQ9FLpXy7KdtZMYnEfXUk+hHCvH9Jn8uwn5AB0BRIJT0OgyrFvWUH/rZerwA1eaOxGliP862GkNSQCjCOzJbjjOGUH/JJPJit1kzSHu78tvL/SjyTCkG5W3zbP9f5nTjb4h57gVAL49j6NlaFrlvgu9rXq7Zh0WTWtj3b5/rfHJIBP6HLmDZoq4yOEkKDOP60PkgEpEWGUNyUDh2E/vQ4reZHDlyhF69cjvsua3aw5OFmwDQsjCl09VtHKvWB0Eup3THxsp83Py4O3UF3juOI1KT0PXuHowqlyvyc/yc3Ju6Qrl93/P534VK1UXcfU7olQdUGNoFPTsrpClpeP11HO+/ThDvGQBAt0cHCnUz+7eSmZxK/KsATKpXzLWCHf8qgDjPAGw7NVEGoh4bD/Fwzpoc7TRNDLHt1pzwaw+pPnckFYZ2ASDwhAuhl+5ReWI/jJzsc/QR5HKO1+pPom8wWhampL2JVp5rf2EzqW+ieX3mJpUn9MWsbt6pLIIgcMi2PRlxiejZWdHr5VESvIM4Xqs/oFAgaX9OkQeelJSEtrY2EokEJycnypcvz7Zt27C0tEQul3P27Fm6du2KpqYmsbGx1KpVi2nTpjFhwoQPf3FV5EC14qtCxX8YTU1Nevbsib6+PkOGDKFbt25KwfWSQpaRydPFW/JUB7g1egl6Ve250mkKmVmrLjXmjabGvFGAQqszm5er92DRuIbSYlbT3Jj0SEWxiE2T/PNC+746yd92iop8i7YN8nVNSgmPwn3tfkxqVqJs79aEXnmAUeVyxXJZKirhN5/gMmguOtalaHdmQ75BT1pkLG5r9mLkqJhHvHcg5Qd3KtBSOD0mnodz1iBNSsVxYj8sm75dUa25cBxPl2zBuo1zsYJeAIPytjRcPzff87o2pag6fWiOY3p2VkoDhcykFJKDI9h/9Szr1q2ja/uOnGs9htiXfjTZtlBpKmDZoi5iHS2QyWiybSF6dlY03/cLkQ9fUnlC31zXzUxK4VK3acR7+NHojx/w2XUSAEEq482dZ19t4BvvHQgoCt4y4hILDHwzk1O53P1bpClphF6+RyeX7ajpaOE0aQDGTuV5vGADFo1rfjVBb2ZSCg/nrEGQy6m34ruPVpQAUNfVzrOAEcCwUtlcdsS2XZrx6s+jWXrEcuwHdKD20oloGOoRcPQKfgfOkeAdyOszt7Dt0pSGG3K/t1PfxBD9xJ12ZzYQ/yoAz63/EHxWUUymW8YSvTKWXOw8GUEqI+a5V76GIiKRiNZHVxF44pryRl+rlAnaVmakhkVhWuvtam/dunV59eqt26SHhwdWVlbcuXMHCwsLunbtipubG1WqKILsV69e0a5du6K/kCo+ClXgq0LFf4Q2bdpQvXp1LCwsSjzwvTdlOb77zuZ7/rzzNzkex7r7Kn8u3b6RQo5KEJCnZ2JStSI2HRqR4BWISCxRBr6BJ1ywafvWuz4lNILLPb5DoqVJ27MbGJZUuP7vw5mrCDx+DYCgU9eziq306fn87xw5oNl4bDyE25q92A/oQJ0f815tzg+/QxfIiE0kIzaRN7ee5pLYyubxDxvx3XsmxzHffWfpeOWPfC15PTb/jd+B88rn0XzfMuy6t+Dl2n0k+LymzbHVuRQYSpJYNx+CTl3HrkerHEGnup4ORo5lmeioSCN4c/sZkfcVWr0+e88oA1+z2pWxblGX4LO3cP11J9at6lOma/N83baiH3sQlaX567f/PGItTWRZurwp79ksB526zuvTN6g0tjdmdUrO+vlDEImyfn8ihSZygW3FIsQa6pCShkRLM8c5q5b16HJ716eaJqDQN/befYpy/dopC8sKwmfXKXx2KdIwDCuVpeq3eac2FJeMhGREEjHqutqFttWzs6LH00O5jguCwO2xS5GlZRBy8S6CTE78qwCcJg9Ey/ytnbtcKuVsy1EkB4Vj074RrY+sxKRGJbx3nsCwcjls2jZEJBKhY21OclA4+vYFp6uY16+Kef2qyscahnp0vbeXpMBQpTELgKenJ3fu3KFx48Y5+jdq1IiKFSty/vx5ZdAbHBwMgL19zlVqFZ8OVeCrQsV/CLlcTo8ePZg1axazZs2iVKlSJTJuUkCo8ufm+5cR9eAlL9fkbyEcdPwau/UaKoPVypP64/3XCWzaN0LL3JjW/6wE4M2d51zpNR2xRILT5JzB+u2xPyqls26NXERaRAx6dtY0/uOHfAtKNE2NAJBoaSi3MzNiE8mIT0LdUI9wl0cYVCyjXAF2XbmbtIgYXq7ei2ndynisP4j9gA5UGp17+/59yg/owOuT19GxKYVF07wllBRzUgTcIjWJMrUj6uFLHs1bT1JAKI7j+uSqMjepllNbNCkwlPAbT5SFXYJcTqON8wqd44dyucd3pIZH4bP7NL09chpPyKVSBJmc5KBwTGpWolTDGsS+9KHisK452kXecwUU+eCCXJ5vkA9gWtcJc+dqxHn4U/GbrpTr05Yb3yxQ9L/vSti1h+jZWaFtacaNYQuQZ0qJeviS7k8O5jvmxyDLyCT8+iOMq1XMkb8ul0oJc3mEUWV7dG1KoVtGseKupqONmk7BgZyathbtL2xW3CT1bPVJ5l0QN4YvJDU8iqATLgwMv1JogZ5RlfKIJAoJsmzFho/h1baj+P99kahHL5Foa9Hh4pZc48qlUtzXHUAQBKpMHZRv7m3gsatoGOqTmhaNjnUpkl+HY96gKhomOXPWZemZypzf7M8wLTMjqs3MeaPeyWU70U8985VCKwgtU8M8lWUaNWqklHWDvPV6ly1bxrx58+jdu3eJFEyqKBqqHF8VKv5jZGRkcPPmTR48eMD3339fImPGeQbwcvUedEqXIvDYNUxrOWLVsh53xv9UYD+n74ZS98eJJPoFo1XKBHU9nSJf88Gs1XhuPgyAae3KRD/xAKDVP78rpaveR5aRSdDxaxg52SPR1MB15W5KNapBxWFdleNpGOnT4+khtMyNeTh3LR4bDlKme0uCz99GnlXE9X7ubMS9F7y5+YTyQ7sUWMiXF3KplMDjLhhUsOXVtiP47DqlcEwTALkcPTsrbDo2wWvbEfTL29IjK5iLfvYKr+3HUNfToeYPY7n37a/Kavnq80ZRc17hFtAfypHKPUl+HY5++dL0fP43glzO9WELCD5zE3mmFLGmBvL0DCoM60KjTfNJDAjF//BF9MpZ8/zHbWhZmOAwqide249RflAnYp56EnLpHrWXTKBcP8WWbkZ8Emq6WrlyPWPdfEAs5kK78WTEJWJSy5GYp56o6WjR5e5uLnWdSnJQONZtnWlzbPUnef43Ry7C//BF/sfeWYdFmX1x/DNDd6kgoICKYqPY3bl2rv2zXdeONdfuWLtbV9fu7sZAsZUQBASkO2fm/f0xMsrSCNa+n+fxkZl777nnHWLO3Pec79GxKECHpwdVBWZ3fl+Ax44TaJkZ0+HJAdS0NXl34hqm5ezT5JV+b5xtPIjge88xcrDL8Hb+v4ly90FQKNKkIGQHv/N30DI2oGD18sT5B3GoZOqmM9WWj8dhcKdUz73ZcoR7o5dkOJ7i07HK3UEQMK9TiSbH/iIpMhatAkZI01EY8TlxDZ9TN3AY0vmr3SHo0aMHLi4uHD58mPLlP7VX3rx5MwMH5t/vrcgnxBxfEZH/EJqamkRFRWFsbPxFdjz/Po3vmds4DOvC45nrCbn/AiTKnN0ot3cUbVMfdUM9ZB/1VAHMOzbkw5Grqsc27erzbMkOHs/aiF5RC9rc2YWmsUG29q+2ZAwm5UvwYOJfqqBXx9xMVVmeHmqaGqrACqD2hmmqrwOu3AcgKSKahNBItAuaUHXhKCrNGIK6jjb7bVuS+DHwjQ8MVQW+SRHRXGwzEnl8IgHXHtLsdGo5rayQqqtj11nZeKDW2ikU69ocTTMjbvb7k8jXXhiXKYbHjuOq1/X1xsN4HVRq6X6ejxv+zEP1tX2/tjny4d8kRcXyYvluYgOCkWqo4/XPOYzLlaD1NWWzgKanVuF37jbWLevw9sB54gJC8Dn26fua8gHBc+9Z9O2seHfkCuHP3FUtkKPf+lHAqSwtL24k1u8DziM+VcDbdW2G27ZjOI9ajFFJG1pd26JqmvBq/UEeTFiOhqEejQ4tIzk6lrf7zhL2+DWyuAQSQyJodXUrIS4vMm33+6VEv1Xefk4ICiM5Ok4V+EZ7Kp9PDI0gKTIGfePCFOuatkjwe6Txkb/4cPsxBatnrgcc/sITeUIiBZzKYGhfNMf7vFp/EM89p5QFmBIJzc+tw6ySA7rW5sT5fUDT1BD9ooWxSaej3+cqI2kURz6ipquNmpYG8oQkDEoUQU1bC51/pY58Tk7UavKK3r17s2/fvlRBLygbWoiB77dHDHxFRH5CHB0dWbo088r5zEgMi+TOsPkICgVhT96kSnVIwXnkIgrXcyLU9TXxQeF0eH0E/UIF2OvaCdlbf+wGt6dglbK4zlF2wYr1CSTGJwDTDALf5Jg44gNCUr3ZxgeFIYuJ/zRJQx3dwgUJffyaW4Nmo1fEnIrTBmFWsWSWOqfJ0Z8CdF3LgqqvU4rMWlzYwIM/VlCotmNqbVKJRHWbXpKBZm1OSGnu0PLyJsKfuVOgalmudBlPwJUHaBjq4fH3KcIevSbY+RnFe7XGwFbZtc5p7nCezN+CVdOa6Fl+WQqL65xNqtP0FEIfvuT9pbtYNamJYXFlQ4UXq/biMmV1hnYEmRzXWRtR+xgYStTVVMWMekWUjSh0LMwwr+3Ih9uu2HZSBjs+J6+DIBD5xpvIN96qSvowV6U+a3JULPKERKyb11Ke3mtrYVzajoLVy6NIlmFRzylbOaK5pcaqP3ixci+WTaqnal9cffl4ni/bhXmdSujbfHnBpM/J68T6BVHyf23T5P3mNZpG+hRpVTfVc3PnzmX69OkAVK1alRGdeyHM+QcEgbrbZ2PXpWmG9uI/hHFv7FI0DHSpvnw86rraRHn68mDCZ+2YBYGEoDDlaf2tHQTefMSdYXMJc33Dmw0HcZw2KJVN205N0DDQQxAEZW1AOuhZFaLl1S1EvPBMlVcfeOMRzqMWYVK2OHW3z862RFleExERQcuWLUlOTmb06NGcPXtW1S3v1atX38QnkdSIga+IyE9IgQIFiItL24Equ6jr66JX1IIYb39MK5REEARi3wWgYahH0fYN8dx9isSwSHxP3aDSrGGUH9eH+PAIdunXBEhViOY4bRDyuAQKVC2DaYX0T2uTomM5VasvMV7vqfDH/3CcPhiAl+tSF7bE+30g1u8Drzce+qyVq7NK9D4zSg7syJP5W7Bp3yjdCnWjkjbp3jrXNNKn2dm1BN12xS4dCbCscN95gvgPYZT5vXsqTVZNI33M61QCoOmJVcQHhREXGMLrdfsJe/Qao5I2qYIuy8bVsWxcnYTQSAKuPaRQrYoZNrDIDEEQMqzQNyqlLGSL8Q3EY/cp3DYfyZZNeVwC2gVNcPitK2/3nSPK7R2BN1woM7wbUnV1mp1bhywuQRWslhvdixhvZUHQ51rMFSb1JykyBoNiVhRuoDzR1S9ioTq5j/MP4kyDgSQEh1N/z3yKtK6b1pk8wLRCSepunQkoT/wVyTK0C5pgXNoulQYxwIsXL9i3bx+mpqb06NEDC4vsKW0E3X3CtV+VJ/rxgcFUnpUz3eGsUCTLCLrzBOMyxVIVfIEyJSg+MATbAhbsrNiB6IQ47hYxpM8fowCYol2Giu4+6ZlV8Xr9AXyOK+8CpKQTaZsZo13QhITgcKWySucmmFZyIOjuEwrVrIieVSHVB9moDOxbNauZ6b4Rr7xUCg+f83LNPqLcfYhy98HhtxeY18pdk4ov4cWLF5QrV46aNWtSpkwZtm7dqhqLj4//Ip11kbxDDHxFRH5C/Pz8ePXqFV5eXtjZ5VwKSk1TQ9nG9IUnhWpWQKKuxsmavYl47knAlQdIpJ86eCV9THU4WKSlav3nhW0Fq5alxcUNGe7ltu0Y98YuVRV+vVp/gPAXntTZ/CdFmtVKpYgg1dXisEN77Lo1Q6qhjiJZBkDQ3adZXpN9v7bo21li2eBTIVnIo1fcGToXg2LW1N0+K0OJsQKVS2cow5QZ7y85c3f4AkAZHFaaOTTDuaGPXytbsQoCtl2aUm3J2DT+KJJlnKrVh7j3QRiWtKGdy75sFcUkhkVyscMYwh69BkHAwL4oVs1rEnT3KVYtayOLTaTsqB7oF7Eg9n0QJ6v1JDk6Zx+cEoLDcZ21EYm68lT8w8d2s2HP3IkPDMGq6aeAxqK+U7rV+gZ2Vul23Uoh+MFLVbGS75mb+Rb4phD+3INzTYcgT0ii0eFl6banLVfuU5W/IAiMGzcuX33KLreHzsVr/3l0rc3p4LpfdaIsT0rmTIMBhD91x6JBFQI9AjAAJvTpwqp5i1jWfQjzn1xkXN/MO96ZOZVGIpUi0VBHXVebpKhYNI0NaOO8m0i3d5jXdiTGJ5CT1Xshi41XfUCuPGc4ES89cZw2OI3Nq1ev0rFjR3bt2kXbtm3x9vbGxuZTF70Pd55woeVwBLmcejvnYNupiWqsaNsGvD93B4Pi1nlSjJcTkpKS0NLSolatWhw7dow2bdoglUrZsmXLV/VDJHuIga+IyE9I6dKlOX78OP3796dw4cLKzkkfC1OrVq2KgYEBUVFRNGjQgIJJUtS1tdLk82mbGaWqcpbFJij/j4mj2bm1XPt1EkalbKk8YwjxH8Jy7avHntOqoDfltMj31A3eHb9G7Q3TsGpVh5sDZiLEJ6L42Okt7n0w3XzP8/af83gduIDD0M4qe4JCQdDdpxiVtFGddHnuPcP9cctJjo7FuEwx2t7/G1DKmUW8fEvEy7cE3niU4e3V3PJ5pb+6fua35qPc3qk6U3kfvIiWqRHVl6UOomRxCSp5ryi3dwTdeYJ5bccs/fA5dYMwl0+3WaPdfYj+eOLmvf8CAIE3XdAtZEaFqQNyHPR+TrlxfQi89oCSAzsS9syd03X/hyCTU3nu8FxJYsUFhnCl0zhkcQnU2TITy6Y1iPMLwmFI50zXRXn4IouLV91leLp4B37nblPhj/9l+/scfP+56rUIvOGSbuCrUChITk5GQ0MjR5X5hWpWpME/i4j1/UDJ/u2yXpBDUtJG4t4HkRwdpwp8E4LDCX/qrhwLCEancAEUickU+aUu17v/QSmPaA6U+AVTq8xProu2qU+7x//wYsXf3Oz3J/p2VrS9twcdczOV1F6sbyCyj7J0ka+VLXkdRnRHQ0ODdsGPOXr0aKrXrGHDhlhYWNC2rTKHPTAwMFXgG+Xho/rAHfGx4YcgCDxbtJ0YnwDaPf4HfVvLdIvc8otLly6xadMmNm/eTJ8+fdDUzLiFscj3gRj4ioj8pJibm3P6dGr92Pj4eFxdXYmIiKB48eIsmzgdnzM3aaNTlK4Xt1CwevkMrEHDfQt5u/88Rds2oGDVsnTzPqsa0zJLXYhiOTj90yK3bceI8vCh3Li+hLi8RJGYjMPgTtx/440gCCRFKzU+1fV1VXmfJqVsEeKVAa+eTWG0zYypOHUgGvq6lBrYgVIDO6Ta4/64ZbzZfAQtUyM6PD8MCgV3hs5DUChzTxOCwlVzU04PpVqamDk6kNeY16pIk5MrSQgKx7Zzk0zn2vdvT/D957w7ekX5hEKRZo6mkT62nZvgfegS6ga6GNhZZtMPR9T1dFRBSHrIImOIiozh0cwNOP45mHfHrhH+zA1yIORj0aAKlaYPho+pKneGz1d9qInzC8psaYb4nrqh6lTne/J6lkoOsvgEIl54crbJEASZnLrbZmHRoAquszcC8Gja2mwHvradmuB3/g6y6DhKDuiQ7hyJRJLrYKfoL/VytS4rni3dSeSbd0i1NKk8e1iqVAc9q0KUH9+X95eccZw+GOvmn8lupfzMKZTfdEWyjNtD5hD+wpOaq/5I8/fBsHgRIj5qdsd4vSc+KEyVkw4oZQOlUlAokCUof4cTE5X/Hz9+nOjo6DQSX69evWLXrl307dsXR0fHVGPFujUn4oUnybHxlBmu7JgWcOU+rnOVdQRSdXVqrPoj3dfk9cZDxPp9oPy4PtkusM2KRYsWIZFI2Lt3L+pZ1BiIfD+I3ykRkf8QOjo61Kz56ZazZtWmHLvwijWxr2n2xjvTwNekXAmcypVId0yqrk6v8JskBIehm0Hh1c0BM/Hafx6Al2v+Ub25lp/Yj9qb/+Rq14kA2HRsRM3Vk9E00geU4vk1Vk4k+MELKkzsh0Ex60yvMeijfmxiWCTu245Senh39GwKE+P1Hn07K+ps/lM1N8pN2XlLkZSMpokBIQ9foGttnmPJssywbJj2lDA9NPR0qLZ0HAWqlAGJhJL926c7r96OOZQb1wcdczNkMXGEv/DM8tauYYkiVFs2Lkv5OQBZRDSee84olQ0kUHvzn7w/fxfvQxeVEyRkGAwnx3w6KRYEAc89yqYnUk0NKkwekPXecQncHbGQxLBIaq6ehJ61OZaNqqFTuADy+ESK/JJ5aoPzqMW4bT1KgerlVQF3xMu32HRohEl5e8KfuWP+8S6GIlnG602H0NDXxb5v+ioZmkb6NNq/OEu/vzeCPzYDUSQmUSid3+lKM4emSrv5KP1EpRlDCXvmrlKqCL73DK8DyjsCz//ak24aitPc33Gduxk9a3Oi3N6pAt+Qhy8IcXmlCqYDrz8CQF9f+Xt97dq1NEFv+AtP1HW06NOnD3369Emzl5qWJlUXjU71nK6VuUpeD3U1FHJ5mhNf/6v3uT9OqR0uT0ii2pIx6b1s2ebGjRts2LABW1tb5s+f/0W2RL4+YuArIvIfIDAwkPv376OlpcXcuXPp1q0bSUlJNG1aj6Z+3dAPfMvs8/uxeHaDOnXqIJFIiI+Pp0qVKhQvnr18OamGeoZBb0JwuCroBVRBL0CIy0vKjuyBWeXSxLwLoNSAjqqgNwXrVnV4tXY/Z5sModGhpZnm25pUUAY4AF5HrmDbuSmtr28l/LknBWuURxYbj//lexSsUYHKc37j5ap92HVrzosVf+M6eyOaxga0vb8nw2vJLxKCwzlRrSeJoRGUG98nU81j0/L2hDx8wbmmQ1Eky6i7Y45KMi0jJNLs3YYvUK0s/heclQ8ECLj2MNWJoVRDA0VScrprY94FIItPQF1HG4lEgnXL2vieuoFt5ybpivz/m3fHr6p+Tl6t20+V+SMxKGZNZ7cTCApFlrewvT4G5yEPXlByaCdWXzzG3fePWK+hTqurm4n1C8KwRBEAXq79h0fT1gKgaaj/TZpK5BeO0wcjT0jCtII9Zv/SrnXfdZIH45dj0aAKDfYtVL2mLtPW8HLlXrQLmVJ2ZA8AjMsUQ9/Oihhvf6xb1Ul3r0I1K+IwpDPXekzG8+8z1Nk6kxhvf1znbELDSB+tAsYkhkRQvGcrALy8vNDR0cHc3DyVHe8jl7nRZxpSDXWaX9igUlbx9/encOHCGaaRBEmT6B12Q/ngL2duxsRRZ9OfqeZomRohkUoRFIpM20pnlzNnzrBv3z4U6dyVEfn+EQNfEZGfHEEQsLa2pmLFioSGhmJvb8/q1auJi4ujQ4cOlN8wjZR2EAEBAVy/fh11dXXMzMyoUKECT58+zXbwmxGapoYUrFFe1c0rBQ1DPWqumYKmsQGtb2zLcP37i85Efjyd9T50MdPA9/OgLOzRK5xHLabx4WWqfOVTtfoS+doLi/pONDu9huI9lG/I13tPBZRV/LG+H7564BsXGEJiaASQWrM3IyLfeKuK+yKee0AWgW+xX1tye/CcTOfo21pSwOmzwBew7dSYxzM/FSdqmRkRHxCS7vrE4HDeX3CmQJUy6BYugF4RcwrVdqTsmOzl9ppVLKVMyYhPwNjhU0MIiUSSLSk56+a1+W33Srwk8RxqMp29yyYwpKay+ExNW0sV9AKofZaeoKb9c+Vlmpa3p+mJlemOuW87hiwuAb8zt4jx8le9Jik/cwlBYcR/CEPL1AgtUyPauexDFhOXbsvvFBJCI1VfJ4ZGqj54JkfG0PzCeoxK2qoCTltb23RtpOyvSJYR+cZbFfhaWSnbCPfu3Ztdu3alWVeyZElCvHwZXaouBSVa6f7umFUsRcsrm4jzD6ZILtJL/P39uX//PlFRUWhra/Ps2TOePn0qdlv7QREDXxGRnxyJREJISAi3bt2iadOmaGllrBdauHBhunf/1Dr48uXLKqmm/v3751qOR6qmRvPz60kMieTx7A283XcOLTNjWlzcgH4R80zX3hu3DO9DF1HX00FNRxvbzk15d/war9cfoFj3FkS6eeO55wxlRv5K+fF9Kda1Gd6HLqkKxRTJMq79OomiHRpi26kJ0V7vAYh88y7VPpVmDEWQKzAuUyzTlI/c4rb1KHEBIZQd1UPVsOFzTMvbU2nGEEJcXlFpxqfb0CEuL5FqamBa3j7VfNvOTQl5+JLk6DhK/6vd878JdX0DgERDHeFjsJweMd7+RLzxUqYzAAjwePYmVTEUQEJIhOprNQNdpBIJsvhEUCgwKW/P9Z7KboFmTqUJ/VhQ93TBNurvyjrNwrhMMUoN6siLFX/jMm0NVs1rpZJ0y4r3l+7SW8OGmfHPadlSqTJSvFj6HdUchnZG01gfDX1drFumf5qZGQkhEbhMXY2miSFOc4Z/M93YnGL/v3ZEvHyLRX0n9D/LEa8yfwSuczdTsHp5jEt/UoJR09RALZOgF6BE79YkhkUiyOSUHNgBq2Y1ERQCxmWKYV7LMd01vqdv4jp3M9bNa1Fp5lBK/96dWN9ANAx0U+kHV61alQcPHrB7926cnJwYNWpUGltmttZMW7uM9xfuUm5s73T3S6kZyC6CIHD48GFOnDjB9evXmT9/PsWKFSM2NpbevXunaU4h8uMgtiwWERHJEE9PT7p3787Dhw9p3rw5AwcOpHPnzsgTEpEnJqdJSchr3l++x+V2o1WPSw7sgNOc4Rxz7Eb8h1Akap9k1bRMjejmc474D2EcLK4srtMragESKbHv/JGoqfFr4CVerT+I66wNSDU1aXFxA2af6cjmF/6X73Hp43WUHd0Tp7m/Z2tdyu1fiVRK05OrVM0vUojxDUSRkJRphy2/83dUMmn2/2uH+86T6RbO5YZSgzpR/a/xqsd3RyzEfftx1WNNY0OSIqKoumQspYd1Ufr8LoDrvaYgT0rGukUt7Pu2TZW3fbX7H/ieUt66bnVtS4YBS1xAMAHXXbBqWgNtM2MArnSdgN+ZW5jULE/hBYPRu++Jy/S1GNha0eLihgxPLd8du0qIy0sqTh+EejYL1Vymr+XFX3sAqLttVqqOgd+SKA9fpJrqysKyfCb8uQfahUzRKZT9DycpnKjWk4iXysYOnT1OZphX/+zZM44cOcLMmTOBr6OHGxsby5gxY6hTpw49e/ZE7SuqRIjkDZm1LJZ+bWdERER+HIoXL86DBw8QBIGzZ8/y4cMHfu3YmRUlmnLAtiV+Z29l25ZCoeDJkyeqqu7s8O+2pW5bjnKm/gAKfLwNauZUWpk7KJFQvJcyZUHH3JRqS8di1bwWdbfOxKScMk3DsLg1alqaCDI5glyBPD6BD7ceZduXL0HDUB8+3hbNyYeFaE9fQCnRFvWxjW4KoY9fc8yxG8cqd+fl2v2EPHyRgQ0/1em3kYMtbe/tydbeEjUpOhYFMCmffkEjgO/pG6kel5/YD5MK9iCVYtWiFu1c/6H94/2qoBfg7b6zhD5+TcQLT54v282VLhNS2ag0cxjWretSYVL/DIPehNBIjlbsyu2Bszjs0J74D6EANNi7gDb39tDq9Fo0LjzhwcQVKBKTiXzjTcjDl+naCrzxiOu9pvDirz2cb5qxzvK/MS6jPEmWaqjnqrVvfuB75ibHK3fnWMWuqgK3/OLl6n2crNGb407diX2fc8UOy6Y1ADCrXFr1wSU9jk9axD/zV7B+0ARu3bqFhkbOmrZERESgp6eHm5sbvr6+yGQZ3/EASEhIYNCgQYwcOZI+ffqIQe9PyI9xb0ZEROSr06NHD/bt28eVK1do2LAhEomE4cOH08CoKINP9qe8mjElzt/N9DZxXGAIwc7PKNyoGp7vfRg1ahQFCxZkw4YNmJmZZelDgcqlqbd7Hu+OXCHk0Qti3wUS6e5D07PrcJw2CMMSRVDT1qLmuimpCp8chnbBYagy2KpfuTTB95+jb2NJ2FM3CtYoT8GaFZCqq2PXJeed2HJDwaplaX52LXGBodh2zH4RlcPQLsQFhKCmrUnxHi1TjYW/8FRWsgMPJ68EhUDtTdNVOcsp2P+vLTHv/BEUAiX/1x51XW1a397Bu6NXifULwuvAOVAIaBjpI4tPQJDJsWhYlSItaiOLTUCiISXK0xd5XCIaRvpUXz6eWwNmAqRJ2dAvYkGbO6nzMHUKpO4aZtm0Bs9X7FHqQguCqh10CsYOtlkqKSQEhyOPU+pKy+MTifLwRcfcDKm6ukrhIuTRp0DXtJIDhTLo5BXjF6j6OjEkMt056VH815YYly6GhoEuhsWLZL3gKxDm6oagUCAoFIQ/c6dgtXJZL8olIR/TWJLCo4l+64eeVdY58Y9mrsf78GXKT+hLlXkjKP1bN3QKmSLVUCcxLJI4/2BMPlOOkSckUvS6J5M1HNC58oram3KusGFsbMyIESMoVUp5Z2fdunV07do1w78/kydPZuLEiakak4j8XIipDiIiIumSkJBA/fr1uX//Pr6+vlhbK29HJ8fEcaPvdA673kZRy4G1O7ameyqikMs5Wq4zsb6BWNRzounp1fzxxx+oqakRGBiIlZUVc+emzvt8ungH4c89qDRjSJpgIvC6C8+W76ZIqzpZNi/4N8mx8ZysrmyTC1CwRnlaXtqUIxvfG7L4BO5P+IuI5x6q00zDkjboFi5ArXVT0bfJ+lb308U7cJ29kUI1K9Ls7Br2GGfdCa218y4utvqdpLAoTCrY03D/IqTq6ugWLpht358u3sGrdfsxKVeCWmunZMvXf+MyfQ2ee85QuHF16myaniqAjn0fxL0xS4hy98G2Y2NVC+yMuDlgJhEv31Jn85+pAq8fjYTQSO6PXYqarhbVlo5TtYj+UiJeeeE6eyNmlR0oP6EfoGw5/HDKKmUTmznDsyz0So6OZV9hZQGmXhELOr06msrvk9V6Ev8hlIpTB1LxM+m7WwNn4XXwIuXG9abSn0NyfQ0BAQE8fvyYWbNmoVAoePDgQarxDx8+YGFhwYABA8SOaz8BmaU6iIGviIhIpgQHB2NmZoZUmjYz6urVq1y4cIEFCxakGZMnJrHPsimKRGUOakqL2vHjx9OtWzfmzJnDoUOHVOL/wQ9ecLbhQACsW9am0cGlufY5OSYOj92nMSlTDIv6TkR7+3O0XKdPEyQSeoZeR00zZ7dN85oY30CkatIcKUgkBIcT6x+EWUXlCZYiWcbjWRsIefhS1Sa49PBuafRO/408IZEDxVqT/LHldKfXxzjs0D7L/SVqUor3bo3HjpPKJz42KKj+1wRKDeqYrWvYZ9WU5MgYJGpq9Iq4mWfV8SmKAC5/rsP/grJldnak3kQy53Lncbw/dweAX+7sVHXDywmCIHCp/RgCLt/DulUdam+crkplCn3yhtO1+wFg1awmjY8sT7M2L35GBEFg2rRpJCYmsnRp6r8vMpkMDQ0Nunbtyv79adtpi/xYiDm+IiIiOcbV1RWZTEbBggXTDXpB2WJUT08vzekJKMXmG+5biH2/dtTdNkv1/LSJk9i2bgND+/ZHkixXPa9nXQjJx8p4v/N3OVW7HyGPXqWxmx0e/LGCBxOWc7HtKKI8fDGwtaTSzKEYly2OcZliVFsy5psGvYE3HuE6dxNHy3XmSPku2c7HjHR/x9EKnTldux9PFmwFlDmmTnN/p8bKiWgY6iFRU8OscmmeLtqOz4lrGftw85Eq6DUoXgQ9a3PUjbPOPxbkik9BL6gK5Tz+Po3PyevZuo5iHwvBbDs3yZOAJjE8iuSYOK71mMTJGr0Jdn6qGovy8Pli+/91Uk7BtcyMc3Sy/zkSiYQmx/7C0MEWvzO3uNT2kzqDWcVSlB/fl8KNq6dqrPH52s95tXY/Z5sOwff0zRz7MG/evFRBb0xMDLdu3aJz58506dKFHTt25OzCRH44xBNfERGRdGnQoAHa2tqcOXMmw8AXICwsjLlz57J8+fIM58S+D+Lm/2YAEOMTQJzfB5BI0DYzptWNraoK9M8rvQGsmtei8eFlaeyl/B3KKGi6PWQOnn+fQSKV0vbhXoxK2mR9wV+JwOsuXGidWtWh2rJx2UrfOFWrL2FPle17rVrUpvGh1KdWieFRyBMScZ27GY+dJ0EiUZ7Q/UsKDSA+KIwz9QcQ5x9MnS0zsOvSlHPNhhJ050m2rsPIwZbkj/quyVGxqjQSp3m/U3ZUzyzXv1p/QClJ92vLVLe2c4r/lftc6TwedV1tBEFBcmQsEnU1NE0M0dTXpdm5ddnKPxXJHGWefGF0zLPOzc+MlNN+7QImdPU+k+P1yTFx7LNoDIB2QRO6euXcRgrv3r2jX79+mJqa0rRpU4YOzX5xo8j3TWYnvmJxm4iISLocP36cggULUrJkSTw8Mm6ooKOjQ2hoaKa2PPecJuiOa+onBYGEkHBCXV6pAt9aG6ZxtskQhI9NKMzrVkpjK9T1DRfbjkRNS5Pm59alW1hUdfEYjErZYlK+xHcV9IIyOE3BqJQtJhXsKfZry0xWfCKlYQVSKY7TBqYa8796n5D7LyjZvz1qWsr0EYlUiiIpmdAnbzCtUDLVBwWdQqa0f3IAeVwC6oZ67LdrRWJweKb7S3W1UXxWVKZfpDAlB3UgISich5OUDRMez9yA14ELNNy/GD3rjDWany3eQUJwOE/mbaH8+L651sENuPoARVIySUnJ2P+vPZFu3pjXdqTs6F5oGqbVS84J4c898Nh1kiJt6mNRt/IX2frRSa9QLvTxa54t3UXB6uVU3d6yosGe+bw9cD5NEWZ2SQj59DOqkMkzmZkxKYW7APPmzWPKlCm5siPyYyKe+IqIiGRIbKzyVrieXuYBhEQioWjRorx79y7d8SDnp1xsMxKJmhTLFrUJeOFORHwMyca6FB3ZlaiEOEJCQoiKiiIhNAKXG3fYsXY9VnWc0thynbOJp4u2A9k/Kf2cxPAoXKauRkNfF8cZQ1DT1iLa0w8DO6uv0oRAEARerz9IYngU5cb0Ql03+5qkEa+8cN95giIt66TS9I31+8CRcp0QZHKK/FKPejtm47n3LPo2hXEevYQYr/c4DO1CtaVj07Ub8y6AI2U/5udKJCr5sxT0bApjULwI6vo6+J1Inc6gaWxAx1dHOVj8F5XSAoDT/BGU/q0rL1ftQ1AoKDuqZ6rX13nUYty2Hv3ifO5or/fcGjgTDUN96m2fjfOoxXgfvoRRSRta393JvZGLCX/hSfW/Jqi6gWWXY5W6EeXug7qeDt39LvwwTSpyQ3JMHG/3ncOsUqlsN3s4WrGLUi4PqLp4NKV/65bnfn248wQtYwOMyxRDnpTM7cFz8D1zE3lcAhWmDMBxysCsjfyLmjVr4uzsrFKsEfn5EE98RUREckVWAW8Krq6uODo6cuLECUJDQwkJCSEmJibVHPmAmgC4aathVLE6IQevkPDwKfyloPWeRRQoUABDQ0NkMhnjx49PN+gFsO3SDK9DF1HT1spW+1GFTIZU/dOfuldr9+Ox6xQArzceQsNIn6SwKMzrVqb52bXZut4vQSKRUPq3rjlakxAaiVRNinFpO6ouTNu5SqImVTbzkMmRamqgpq1Fyf7tifENJOZjp7qMdH4B9G0KY1y2OBGvvCjatj4+x66mGo99F4B5zYp4Hb6UJjAuVLMCmgZ6tLqymfOthpMUFoWajhaWjavjsesUj/5cB4CGvq5KYg6gxsqJVJoxBM1/aTXnFAM7K1pe3owgCPievknwfWVb7CgPXwJvPMbzb+Wt8OfLdtHwn0U5sq1lqvRN00gfidrPXRLjPHIRXgcuINFQp/b6qRTr3iLLNZpGBqqvI15757lPbtuO4TxyERI1NVpe2URSZAzehy4CoG9nRblstMKOiIjg6dOnvHv3jj59+tCkSROcnZ15/vw5Zcvm7IOQyM+BGPiKiIh8MRUrVqR9+/YULlyYChUqUKBAAfT09DItXNq/4gKJ6iZIXgZSzM5OJUeVnJyMXC5n5syZNGjQgDp16qD+WeBq7GBLhycHs+XXjX5/4n34EuXG9qLyrN8AMHL41I5VkCtIClOmHny49ZhrvadSccoAtIwNMi3iCX/uwbvj17Dt0EjVyACUwdbLNf9QuEEVbNrnzUlS4M1HXGo/Bqm6su1zep3mdAsXpPnZtYS4vEql96tfxILKc4YTcPUBFadknkeb0tgi7KlbmsAXlCfln7c7lmhpUGP5BIr3VO6npq2lei1NKthjUrY4UW6f7gBomhqikMtJ+BCqUrHIqJNadojxCUDT1IgXy3cT4+2PXhFzni/bDVIJBWtWoESv1hR0Ko1eUQtifT9g1axmjvdoeGAp78/fxrxu5TR6wz8igkKR4XXIE5Sa0EKyjFsDZyFPTMK+b9tM7TU9vZpbA2eBQkGFP/6X5/6mtBcX5HJi3gVgXrsSGob6JEfFEOP1HvftJzL8ECmRSNi4cSNDhigl0AwMDFi6dCkjR47McRMMkZ8LMdVBREQkT1i1ahXly5fP9q1DrwMXeLXhIMV/bZmuDFZiYiLXr1/n1q1bJCcnU7FiRVq2bImRUfaCJXlCIn8XaACAjkUBunh8UiIIvv8cl6mriXR7R2JYJHz2Zy0lMKi3cw42HVI3m1DIZFz99Q/en78LCgFda3M6vz6mGj/XbBhBd1yRqKnR2e14mkIgr4MXuTdmCYVqVqDBvoWpTqIz4smCrTyZp9QV/bz1b05Jjo3nRu+pxPgEUmfLjAxbNYc+fs3pup+CGKmWBrU3/olFfSeOO3UnKSwKiZqUDk8Pom9jmWrt45kbCLz1iEozhqpyYt9fuIugUGDdojbnWw7nw81HlOzfnhqr/sjVdQgKBZc7j8f/wl20zIxJDI0AwKi0HZGvvABocnwFlo2rA8qfg6TIWHTMM2+rK4tPwH3bcfTtLCnSKms94x8JQRC49uskfE/fxHHaoHSD1ITgcJxHLcLnYypLpRlDVJq9X5Pk2Hii3N5hUsGe5MgYHs/cgFYBYypOHYhUTY13x65yvdcUkEhodHAJ1i1qp2unfv363Lih7CxYqVIlXFxc8kw2T+T7R9TxFRERyXfi4uKYNGkSderUoWvXnN3KzwpBEHjy5Annz58nMjKSwoUL06ZNG2xtbTNd92DiX7zdf4Fy43pnWHwT/daPkzV6I/ssPxWg1OBOVF8+nmiv92iZGKJpbMDp+v0JdfkksaZf3JqOn50+X+8zjXdHLqNpakjH50fSFFelBMYAbe7tUXUZSw+FTEbkm3eo6+lwd/h81LQ0qbNlRq5PSX1OXufar5MAKN67NbXXT1ONyZOTudJxHOoGetRaN4XTdf9HjNd7CtYoj+PUQRRuWBWA8OeevFi9lyKt6mLTrgGy+AQSQyMzLWJLQRaXwN5Cyg9F//7AEOXhy4dbjynySz20CxgDEHTnCRpGepiUTd1QwuvQJW72m656LNXSQJGYjOOfQ0iKjEbPyjzHqSQADyev4uVqZcFTi4sbKFQz/U5vPyKJYZHsL6pMXTAoZkWHp4fSnaeQy3nxl7KrXvkJfdPNP0+KjEGekJTlBwm/83eQxyfm6M6HoFBwsmYfIl54Yte1WSoZxM/nXGw7ipD7z6mycBQl+7dP19a5c+do2bIlFhYWvH//PlNlGpGfDzHHV0REJN/R1dVlxYoVDBkyJM8DX4lEgqOjI46OjgD4+/tz6tQpvL290dHRoWnTplSrVi3Nm1vVxWOounhMujaTo2Nx33USk7IlkH92Cx+JhILVylHm9+5cbDuSgCsP0DDUo93DvYS5uqWy0ezEqlSPa2+chk27BphVLp2uokCJ3q0JefiCgtXLY2hfNNNrvt5rKr6nblColiONDizi7ohFvFq3H8dpmXchy4gCVcuia21OwodQirROnRt9tsFAwp4or+2uVELb+3tICo9K1VgjKTKGq90nEuPtj2m5EiTHxHGqTj+iPXypNHMo5cf3zXR/dV1tKs0YgtehS5Qb2xtQnu5J1KScazKEhJBw3u47S/Pz63m6ZAeuszYCUHn2b6r57y8547b1U8cv8zqVqLl+KonB4Rm2543xDSTs8Wssm9ZAXSd7hYR3hi+g7b09P00xm5apEfb92uFz4hqlh3fPcJ5UTS3T72OUpy9nGgwgOSqO+nvmUbRN/XTn+Z65ydWuEwGouWYy9v3ST5mQJyXzYOIKEoLCqLZsLBr6uio5wxCXl+muifMPJvDaQwDebDqcbuAbEhJCy5Yt6du3L9u2bRODXpFUiD8NIiIieYZUKsXMzIxFixaR27tD5cuXZ/To0cTFxWU4x9LSksGDBzN//nzGjh1LYGAg06dPZ9q0aZw8eZKEhIQM16Zwf8JfPPxjJZfajabq4tFItTSQqKthYGdJ2dE9SYyIJuCKsjFHclQsEa+9KdLu0xu9ff8OaVrtqutoY9upCQZ2VunuWaL3L/QMvU7zs2tR09Qg0u0dF9uO4t6YJSjkqaWZUvR0g+8/40zjIbw7eoWnC7fjvvNkeqazRNeiAB2fH6Kb3wWK/qsoUJaQ+Onr2HjUdbTTdJOLfuun0ur1v3yPmHcBRHv4fnx8P1s+OPzWjWpLx1Lkl3q83nSYfRaNOdtgIEkxSvWQpOhYQh+/5uXKvao1vqeVt6vDn3twucNYPtx8pBprcmIFhnZWqqD3w50nPJi0kvDnSvm95Nh4ztTrz7Uek7k1cHamvjn+OViVmhKVkgLzL5KSkpBIJFy4cCFTWwmhkTyZvxWfUzeyekm+GjXXTKKbz7kcq6B8TqjLK5LCoxHkcgI+Bp/pkdIYBSApKibDeb4nr+O25Qg+J67x4q89aBjoUf2v8RRuWJVqy8alu0bXsiDWresi1dRIE1C/efOGdu3aUbCgMj9/x44dYtArkoaf4+OsiIjId8PChQvZvHkzlSpVwtXVNUdrr127xvPnz3n16hVqamosWbIkyzcuPT092rdvT/v27VEoFDg7O7No0SISEhKoUKECrVu3xtAwrXKA8LHjGIBlg6pUmT+S++OWEf32vTIlQCpBz7Ywsd4BmFYsiUV9JywbVSNqph8oFBiWyPzE9t94enqSmJiY6jmX6Wvxu3QLLkF8+SIUqlFBNWYypgvvDl3EqXlDni/e8clvee60SwGk6urp5hW3uLiB882Ho66nTaPPmmIkBIdzo+905ImJ1Nk+m5IDOxL6+BUVJvVH384KHYsCxAeFYl7HMVv7X2wzgpD7LzAuWwxtMxMQBMKfe1Bz7WSiPHyx79OGh1NXkxQRDYCGgR6VZg5TXnc6H6RuDZxN/V1zAWVqyKUOY5DHxvPu6BU6vzmOPD6RxI8Fd3HvP2Tqm7qONjVW/8GT+Vuxbl4r3UYNmpqaDB8+nObNm3PixAnatGmTrq0HE5bjdeACSCS0e7gXo1K22Xp9vnesW9fFpn1D4oPCM00nsevajMQwZTOVz5U8/o2Rgx1qOlrI4xMxq1wagFIDO1JqYMatryVSKY32L07zvLe3N127duXpU2XXvvDwzDWpRf67iIGviIhInrN161aePMleB7DPadCgAUuXLmX8+PGsXr2aoKAg1q9fj76+spVuVFQU+vr6GQbDUqmUWrVqUatWLQRB4OnTp6xdu5aoqCiKFy9O27ZtKVRIeZJZbYny1qrf2ds8mrkBx+mDlIFcYIjSmEKg1ODOFOvcJNXpp2Ex6xxfF8CYMWPo1Su1/FJoAW38FPGo6+vgkxhF0PPPWhdbGaA5uCVbzl1GTRZKVXWzdE+58gJtU2PaPfgbQaHgWo/J+F9yxmn+SAS5gsAbLgB47j5NjRUTVGuC7z9XvVaf5z1nRtjjNwBEvHhLjdWTiPEJoGC1chTv1RqpmhoAFvUq43fmFrpWhfjlzi60zYx4tnQnHntOU2pgB/RtLXk0cwNCsgz/i3dVtiVqakg+Bsdx74OI9vbHwNaSuttn4X/lPmWyoTFbpFXdLAvb1qxZg6amJkuXLs0w8FX7mBsrVVdD+g1bY2eFPDGJ1xsPoW1mRPGerbOcr6GnQ/0987OcJ5FKs5VnbVK2OO1dD5AcHYexg212XM6Qo0eP8vTpU6ytrXn06BHGxsZfZE/k50UMfEVERPKc+fPns3379lytrVSpEtOnT6d27doUKFCAYcOG0apVK7p3765SdJg4cSJz587NVJZIIpFQsWJFKlZUFil5enqyZ88egoODsbS0pF27diQEhxPrG0isbyClBnWks/sJTtbqS8Qzd6SaGjgM6pjtvNCsqFy5ctrc565diRo/Ck1TI7TN0i9a69u3L52NSxCTnIwhGiiSZarObHlN+AtPfD/enn+5eh8N9y1Ew0gfRVKyqsAtBdMK9ljUdyLU9U2mwXjs+yB8TlxHXVcLHcuCxL4LUOVRd3x+mLiAYCJfeWFSTlnEVub3XynyS320Cxijoa+LoFDweNZGEAS8w6Lo5nMONS1N3HecSKUGIpFIsGhQBb8ztwBlYWOjA0uw7dgY246N8/R1MjIy4saNG9SpU4dbt26lGa+2eAwFKpfGpGzxDNNevgeeL9+tUgzRKmCCdfNaX92HvGonPXassjnLgQMHVKkOIiLpIQa+IiIieU6lSpWYPXs2Fy9epGnTpjlae/ToURYsWKA65d21axe7d+9m4EBlh6b4+HhOnDhB37592bt3b2amUlG8eHHVm6O/vz/Hjx/naZQH4ckB1Cpqj0l5eyQSCb/c3EbEKy+M7Iuipq2VI99zQ1ZFbgDzDu5k0ugx/Da8f76eIEZ7+qq+1jE3xaRcCTq7nQCFAg2D1MV6atpaNDu9Jo0NQaEgxOUVhiWKoGViyJXO4wl/5q4aNyxpQ6UZQ5U6vx6+nKrTD1lMHDVW/UHxHi2RJyRhYPtJJk0ilWLdqg5+p29SpI0yN9lhaJd0b6HXXD2Jg2fbgCAQ5Pz0i1+PjBg0aBAzZ87k9u3bhIaGYmaWOi1CXVc7Q7WB74nPP0Cpfccn0+HPPXgwaSUmZYtTZeGoTGXJ7OzsMhwTEQFRzkxERCSfUCgU9O/fn+nTp1O8eMayXZ8jCAKWlpYEBARkObdIkSJMnToVCwsLatWqpUphyCmB3j6cu3KZN+5uqKuro/bxlnteo6amxvTp07OemAFRUVGcPn2aO3fuMG/evHTzlr+UhNBILv4ygtj3H2iwZwEW9Srn2MbdEQtx334cfZvCtH24l1O1+hLl7qMat+3UhHo75wDgd/YWV7oo0yfsujYj8MYjEkLCqbdzLjbtGqjWCIJAYmikSurs3wiCgKBQIFVT48XKv/HYfZrSv3XNt+Dz9evXlC6tzEl1c3PD3t4+X/bJbxRyOW/3nkXLzOi71i6+9uskfE4q9YXTk5pr3bo1Z86cYeHChfzxR+70oUV+LkQdXxERkW9CVFQU/fv3Z8uWLdnKuZPL5airq2dLESI+Pp6NGzcyZswnubKgoKCf/jZnUFAQM2bMYOHChdlu5vE1OV2vP6GPlDm/nd2OkxwTj9fBi+jbWiKLjadY9xYqqbc4/2Cu95mKVE0Nu27NcR6pbClcos8v1Fo3NVv7xfkHca7pUBJCI2l0cImqcUZ+k3Lq+NdffzF69Oivsud/lZer9/Fw8iq0C5nS5u7uVBrCkydPZuHChYD4vRD5RGaBr6jzISIikm8YGhrSoUMHHj7MWProc9TU1Ojbty/v37/Pcq6Ojg6jR49WnvYJAr179+bYsWNf6PH3T6FChZgzZw5Llizh5MncSZulR1JULG7bj6ukwHJLtaVjsWpei6qLx6BrWQijkjY4Th1IiZ6tcBjcKZW+8Z3f5hHs/IwQl5dYNatJkV/qYVqxJA7DUudCX+kynsOlO/D+s2K2FAJvPibmXQCymDjepdNqOb9QKBRs27aNbt2yLpoT+TLKjPiVdo/+of2jf9I0zkg5bbe0tBSDXpFsIQa+IiIi+UpISAinTp3Ktq7v4MGD+eOPP7Klxfs5u3fv5sOHzCWrfhYKFCjA3Llzef36NUeOHMlyviJZRnJsfJrn4z+E8e7oFZIiY7gzZA7OIxZytskQEsOjcu1bwWrlaHx4Wbaq+lPaQyORoK6rTcN/FvHL7Z2Ylv+UOuB1+BJ+Z28T6xvIrUFKLd6Xa/Zxse0oXOdtwX37cQyKWaNva4lETcrDyatIisxYO1aekIg8ITHD8ewikUj43//+R+HChbOe/B8jKCgIgOTk5DyzaVTSBk1jgzTP166tbFncqVOnPNtL5OdGDHxFRETyld9//506derQt2/fbAWmtWrVonjx4pw9ezZH+4wYMSJV2sPPjiJZRqNIHV5sOsSE0WN59uxZuvPi/IM4UrYj+4s0x+/sJwUCQRA422Qw13tP5XLncSTHKBuGKBKTUCTJ0rWVHqGubzhStiOn6/UnISQiR9dQe9OfOM0fQbMzazNsxWxcygY+3rDUL1qYuIBgHk5aRcCV+zxduJUPtx4THxRGtSVjeL3uAC9X7+Ppom3p+nmx3Sj+sW7GwRJtvvhk+0dFLpcj/wIt6Oxgbm7OlClT0NTUzHc93VKlSlG+fHmaNGmSr/uI/DyIga+IiEi+oqamRufOnRk/fjy7du3K1poiRYrk+A3TzMyMwMDA3Lj4Q+J16CIvVvyNzS0vftGx5s6dO8yYMYPQ0NBU84LvvyDOPxhFUjI+p2+qnhcUCpUOb7x/MLU2TKP8+L40PLgkze3kzPD8+wwx7wIIffQK/0vO2VqTEBJBkPNTNPR1KDuyBwWrls1wrkk5e1pd20bVxWNocmoVV7pOQKKmfOuSfCxE1LMshHYhU9UJsm7htHneziMWEnD5PvKEJJIiogm4+iDb1/g1iXR7l+mJ9Zeirq6Og4NDvtkHaNmyJQsWLKBs2bKZKjDkBYIg8OzZM6pUqZKv+4j8PIhyZiIiIl8FW1vbbAempUuXznHXt/79+zNnzhw2bdqUC+++HvKEREJcXmFawT6NRFhOMLCzQqKmhiCXU6RiGep3b4Gfnx+TJk1i8eLFmJiYAGDZuBqFG1cn7n1QKt1bqZoaDf9ZxLujV7Hv1wY9q0JUmjk0x37YtG+I555TaJkaZUsF4vXGQ9wftwwA8zqVcJr3O9Gefth0bJRuVzmAAk6lKeBUmttD56qaYOgWsSDOV/nzpF/MkgJOZWh5bQsJweHp6tEalChC6OPXSDXUMalYEtvO398J4bOlO3k8cwM6hQvQ9t6eDE/Bc4uXlxcAHh4eJCYmoqWVWq5vw4YN+Pv7U6ZMGbp3757rfc6cOfNFfuYEiUTC2LFjiY6O/mp7ivzYiKoOIiIiXwVvb2/s7Oy4ceMGdetmLp0kCAJ9+/bN9glxCocPH+bWrVv89ddfX+JquiRFRHN/4l+oaWpSdfFo1HVz19jiUvvR+F+6h0m5ErRx3v1FPkW8fEtybHyqE9MPHz6wd+/er5r2ISgUn/J1s+Bcs2EE3XEFQF1PB3liEoJMTtkxvSg1sCMPp6zGoLg1lWcOTWPTZdoaXqz4GwCLBlWQxSWQGBJOzdWTsajvlOm+8qRkPtx6jEnZEjk60f6aXO40jvfn7wDQ6sY2Cnxs45tTrly5QpEiRShevDiJiYloa2sTHR1NdHQ0CxYsIDAwkPXr16sUUMaOHUudOnUYMGAAERERADx69AgdHR2VbJudrS1e3t7sm72M7tPHfvnF5hHXrl2je/fujBgxgqlTs6cEIvLzk5mqg3jiKyIi8lWwtbUFYPz48Rw5cgQrq4w7Wkkkkky7smVEp06dcHFxwdfXlyJFiqQZf7V2P6FP3lBxysBUTRKyw5vNh3m7V5l3bFLBHofBuSumCX/hCUDkG28UMlmGp5zZwbhMsTTPmZub4+7uTlJSEpqaOevwJk9KzrCRQXJMHIJcgaaRfpqx7Aa9AGVH9yDSzRuphjoOv3Xl8fR1ACSGRfJkwVZ8jiuVGQo3qIJlo2qp1jr+OQR9W0s+3HqM96FLADQ7vSbLoBeUDRr+be97w3H6YGRxCZhVKoVZJWU6wpEjR/D29iYkJARfX1+MjIxYsGABBgafCr1u3bpF3bp16d27NwEBAVy6pHxtateuze3btwGwsrLi/fv3zJs3jw4dOlCoUCHu3r1LzZo1AVJ9WDQ0NOTAgQMYGBhQo0YNnJ2d8fL2BmDZrHnUa9mM888eUL16dZ48ecKvv/76NV6eNDx9+pSGDRvSpEkTDh8+LAa+ItkjRQooO/+U00VERERyj4uLi7Bq1apM5yQnJwvdu3fPlf1Dhw4J/fv3T/N8iOtrYadeDWGnXg3h6q+TcmzX98xNYad+TWGXUW0h8OYjQZ6UnCv/3l9yFq50myi8PXgxV+uzg4eHhzBpUvavMTk2XjhVp5+wy7C24LbzRJrx8Beewl7LJsIes3pCwA2XvHRVcN99SnD5c62QEBohvFizT9ipV0P427yREOX1PsM1j+duVn0v/S7eTTMui08Qbg+dK1xsP0aI9Q/KU3+/JsHBwYKdnZ3g6Ogo9OrVSxAEQbh3757QuXNnoVevXsKUKVMEGxsboXDhwsLu3buFkJCQNDaioqKE0NBQQRAEwc3NTdi2bZsACIBgY2Oj+vr06dOZ+uI8ZomwWtdJGKBTQmjTvKVq3beMC4YNGyYAQnJysjBw4MBv5ofI98fHn8t0Y1nxxFdEROSrYmRklGXhmpqaGmpqagQFBeW4I1unTp04fewEoU/eYFaxlOp5nYImaBjokhwdh0Fx6xz7bd2yDm0f7EWqocartfs53+K3HDVaSMGycXUsG1fP8f45oXjx4jkqKop8403o49cAeB+8iH2fNqnGP9x2JfljwVXA1Qd52iSiRK/Wqq/LDO+Oee1K6BQyQdcy9ffd+8hl3mw6jH4xK0IfvsK6VR1sOzbGqkmNNDZd52/FY/cpAC51GENb5z155m96+Pj44OrqStu2bfPUrpmZGevXr2fjxo30/LUHlycvxz8kiPCwMC5fuULx4sXp0qULampq9OrVK10bn58M29vbY29vz//+978c+1JlwUhMHUvRzcGOAlXLMm7cONUpsUQiISwsTJVX/m8UCgXly5fn5cuXABQrVoxXr17l+I7Ev/nw4QNWVlaoq6ujUChQKBRIc3D3QeS/ifgTIiIi8lUJDQ3lypUrmer6SiQSJk+ezNixY4mJyVmFe1xgCH7HrnKgVi+eLd2pel7XshC/3N1Nk5MrqTxrWK58N3awxbB4ETz/Pg2Ax9+5L+KJ/xDKmy1HiPL0zbWNzPiY45atuSblS1C0bQN0LQumq79r07ExhRtVo2CN8tj3zdvg7t+YOZYi5NFrvI9cTvX8vTFL+XDrMZ67ThHx0hO/s7fTFKglhkWyr3ATXiz/lDutpvVlwVV6NGvWjObNm6se379/n759+6oeu7u7Y2VlxbZtaWXV/o0gCLRr1y5diTGJRELz5s1Zt24dr45fYuWyZezdsYuGliUBpXb10qVLWbRoEW/evMmDK8sYNS1N7Pu0oWC1ckgkEpYvX57K56dPn6a7Lj4+HkNDQ16+fIm3tzeJiYn89ddf9OvXj6VLl36RtFrFihV5//493t7eJCcnf9WiOpEfFzHwFRER+ao4OjrStm1brly5kum8smXLMmLECAYOHJjtAA4gxtufKjIDdid6EfLodaoxA1tLLBtWQyKVopDJ8DlxjYjX3jm+BjUdZWGbhr5ujtemcKXrBO6NXsK5pkMRFIpc28mIunXrcvjw4WzNlaqr02DvAjq7ncC6ZZ1UYzKZjBmL57O/UCwak7ry0OsNzs7OfPjwgeDg4DTyaV/Kgz9WcK37H9zoMw33XZ860xWsXg4A7YLKU8XCDaumyY9233GC5OhY1WP7/u1ofCR3hY4RERHp/tzFx8dz8eJF1Z2IuLg4Ro4cibm5uarpSkhICP7+/gwYMIDTp0/j5+enWv/48WPGjh2ryr1NTk7mxIkTzJkzB0UGPwcWFha4vn/LG3k0v2rZ0LFla9q1a8fMmTNZvXo1AA4ODri4uOTqWnOLVCpFEAS6detG586dVa+Xh4cHV69eZcWKFQwePJjq1atTv359bGxs0NTUpG3btuzdu5eyZcsyZcqUXO//559/AhAbG0vBggWJj0/bpEVE5N+IqQ4iIiJfFU1NTapWrcqePXtwcnLC2Ng4w7nVq1enWLFi2NjYMHv2bPr165el/UI1KtDljxFEHz+Ib/W0BW4pPJy8mtfrD6Cuq027R/+gZ22e7WtQ19EmEVDLRQFeCrIY5Zu0PCExR6oI2aV58+ZMmDCBFi1aoK+ftiAtK44dO8aFCxcwMTGhRYsW1KlThxs3bhAVFUVgYCAPHjzA1dWVpKQkGjVqlKvb5//G7/wdXq3dr3osi4lHEAQkEgkN/l5A5Btv9IpZkRwWhU7hAmnWWzapzqM/lcVyBvZFqblqUo596Nu3L4IgcPToUTp06JBKWSQ+Pp67d5VtkyMjIxk4cCBSqRRjY2PkcjkjRoxAJpPRvn17YmJi+Ouvv+jVqxfW1tZcv34dMzMzhg0bxpkzZ1i1ahUmJiY8ePCAUaNGMWvWLM6dO4ezc1ot5JCQEPaeP4UChaqY71iPX5BIJFy4cAGAbdu24eSUdZFffmBiYkJISAi9evXC0NCQDRs2AHDjxo1M2wi3bNmSw4cPM23aNCZNmpTjn9PYWOWHnH/++YdJkybx+++/06VLl1xfh8h/A1HOTERE5Jvw5MkT5s+fT9WqVRk8eDCGhoYZzhUEgY0bN/Lw4UNWrVqFrq4ugYGBXL9+na5du6abzyqXyxk0aBBjxoyhfPnyacav95rCu2NKBYE2zrsxKVci276HP/fA+9AlirZviJljqawXpEPkG2/e7juHdas6FKxWLtvrAm8+4sn8rVg2rkb58X0znxsYyNy5c5kzZ06G+ZfpER0dzdixY9m8eXO25pcsWRJ3d3fCw8MxMTHB3d2dEiWy/3qm8P7CXS53VEplWbWohaahPl6HLlJuTC9KDujAiWo9kcXEY9e1GXW3zUrXRpTXe6LcvLFsUgPpxwYXKYQ9dcNt6zGKtKmXbm5wbGws+vr61K5dm1q1amFqaoqdnR2WlpYcOnSIuLg4atSogba2NvXr18faOm2ueGJiIsePH+f06dMULFgQExMTKlSoQJkyZVSvSfXq1YmOjsbW1pYCBQpw4MABSpUqxahRo9L9AJGcnMzy5csJDAxk0qRJmJubIwgCUqmUHj160LdvX5o1a5bj1zuvSEpKYuTIkZQqVYpBgwahra2Neg7USrp3706tWrUYOXJkjvZNTk5GU1MTuVyOVCpl8eLFNGzYkKpVq+b0EkR+MjKTMxNVHURERL4ply9fFtq3by/cunVLiI2NzXTu06dPhU6dOgkvX74UVqxYIXTr1k34448/MpwfExMjNGvWLP0xvw+C85gl6aoYfM+cqtNPpWgQ4/chy/nBwcHCnDlzhOnTpwsKhSLVWOBtV8Fj75k0ChXLli0TvL2907UXdP+5cL3f9FSqFPv27UtV5b+t1YBcXJkSr0MXhdebDwvJcfGq69xtUld4s/Voqse54VilbsJOvRrCHrN6giw+Ic14WFiY6hpKlCih+nrOnDlCcHBwjvcLDg4Wrl27Jqxfv16YPXu24OLiIly6dEno16+foK2tLTx9+lT49ddfVfvcunUrQ1seHh6pXuPP/yUn505h5HvBzc1N6NSpk3D//v0crRszZoywefNm1eOIiAhh0KBBee2eyA8Imag6iIGviIjINyc4OFhYv3690KNHjyxllUJCQoRevXoJGzduFH777TehcePGwoMHD4SIiIh056cEB0lJSXnm7759+4SlS5fmmb2ccG/cMmGnXg3hSMUu6QZvGfHgwQNh9OjRwpUrV4TY2Fgh7Jm7sMuglrBTr4bg8uda1bzIyEjhf//7X4Z2jlXuLuzUqyHsMqwtJEXFpBqbre8o1FUvKCzSqSjEh4RnaMPj79PC/Yl/CbEBGQeT8qRkYad+TZW8Wax/kPBP0ebCTv2awp0RC7N93Z9zvuVwYadeDeFgybaCXCZLd87r169VPzN///13mg8L+UFwcLBgbW0tmJqaCn5+fqrnY2NjhT///FPo16+fEBQUJHz48EEABGdnZwEQFixYkCYI/hr+5geBgYFC48aNhYcPH2Z7zfr16wVACAr6JFk3YcIEwcvLKx88FPmREANfERGRXOPl5SU4Ozt/lb3kcrkwYsQIYd++fZnOS0xMFBo1aiTs2rVLaNSokdC7d29h7969aeYFBwcLAwcOFHR1dYUjR47kmZ8rVqwQAOHcuXPC+/fv09VPzS8UCoUQ9sxdSIrO/HQ8PWJjY4VLly4JQ4YMEVb/OVfYpFtV2KlXQ3AevVg1Z8OGDcL8+fMztHGl20Rhp14N4XCZDmlOig/YtxG26VYXOmnbCGdOpf8BJuy5h+rk9lrvqZn667bjuHC+5XDh3Ylracb8rz0UzjQeLDyasV6QJSQK8UFhmdoSBEFIjIgW3h68KMS+T3tSHhYWJvTq1UtQU1MTAGHs2LFZ2ssrQkNDhXLlyqmC18GDBwuC8OlDm6GhoQAIO3bsUAW3y5cvV4136tRJePTokepxZGTkV/M9L3ny5IkACHPnzhVu3LiR5Um2l5eX8g7Dtm2q53x8fISRI0fmt6si3zmZBb5ijq+IiEimmJubU65cOS5fvpz15DxAoVAwYcIE9PT0mD17dobzli1bhqWlJUZGRqpc4X+3Kp4+fTr169dn5cqVqKurc/To0Tzx0cfHBxsbG9XjS5cu0bhx41RzZPEJxLwLxKiUTY40db8WV65c4eDKjegnCtSK0iLhXSA+XSqjaWPB6NGjM/RZnpBI4M1HmDk6qBQWUoj/EIb3kctYNKzCwu0b6NmzJxUqVEg1J8Y3kOOVuiFPSKLUkM5UXzYux777nb3Fla4T4eP7kURDHSFZRrXl43PdUe/evXvUqKHM+w0JCcHMzCxXdr6E0NBQJk2axJYtW1TPRUVFYWBgoPp+TJs2jTlz5qjG5XJ5mnzaoKAgVTviH43Zs2dz8eJFbt26xZAhQ1SFchnx7t07ChcunEoTuGXLlgwbNizPdZVFfhzEHF8REZFcM2HCBMHBweGr7zt27Fhh9erVglwuT3f8/fv3gp6enjBv3jzhxo0bQocOHdLM6d+/vyCXy1WnY7nJ00wPhUIhAMLNmzfTvbUsT0oWTlTvJezUqyHcHbU4HQu53FcuF54s3CY4j10qJISmn9qRU06s2iI0VbcQ2mpYCUMrN84Tm4IgCAkJCcLs2bPTHQt75i54HbqY6+53t4bMUZ0af/7vUsfcndImJSUJTk5OgqWlZa7W5zVyuTzNz71MJhMSExPTnW9tba067T1//vzXcDHfefHiRaYpSgmhEYLzmCXCk0Xb0/wOPnnyRJBKpRm+XiI/P2Ry4ivq+IqIiGRKt27dKFcu+6oDecXChQuJiori999/T3fc3Nycpk2bMnXqVF68eMH27dtTjXt5ebFjxw68vLzw9vbm9OnT9O3blx49enyRaD4oTxPOnDmDjo5OuiejSRHRhD/3AODDrcdftFcKEa+8eP7XHlznbOLNxkM8W7Iz60XZoHnf7oyu3YruBUszbaHyJPH9xbs8nLKKaK/3ubarpaVFaGgob9++TTNmUq4Etp2aINXInaJmyQEdkKilfvuSampQfnyfHNlJSkpi3bp19OjRg5UrV/L+fe6vNy+RSqVpOpCpqall2OlswoQJJCUlIQjCN1V3yEvKlCkDkOE1P1uykzebDuM6eyN+Z26lGku5yyBKm4mkh5jqICIi8l0zfvx4qlWrRufOndNtR/r06VNcXFx49+4dM2fOTDXm4eHBypUrefjwIXfv3iUgIABLS0v8/f0pXLhwvvr9fPlufM/eosLEflg1rflFtkIfv+ZMw4EIMjlIJCAIVF0yltLD8v6NPSE0kkMlfkGRLKNQzYq0uJj5rebMiI+PZ+HChcyalb702JfwYNJKXq35B7MqZTGrVIrKM4agafxJEi8pKQktLS3VY2trazp37szUqVOZOnUqmzZtAuDixYs0adIkjX2Rb8/w4cN5/fp1umlWr9Yd4NaEpcRIFXQ7vo7k6DgK13dC01jZovndu3fY2tpy/PhxMeXhP0hmqQ5i4CsiIvJdo1AoWLZsGU+fPmXnzp3pBr+gPN3Zv39/huMpnDlzhiNHjrB58+bvMvf238T4BHCuyRDi/IMBKN6zFcW6t6Bww9RapYnhUYS6vqZQjQqof+wslxuSo2M5XLoDSRHRWLeqQ6MDS77I/6VLl1KtWjXq1auXaxtJEdGEPH5FoeoVUNf9dG2yuIRUjz9H+KhzmxFTp05lzpw5P8TPwH+V0aNHc//+fe7cuZPu+NwR45m+Zhl/l++A7G0ABauXo+Xlzaq1K1eupGHDhpw4cSJXTVxEflwyC3zFVAcREZHvGqlUyoQJE6hRowa7d+/OcN4vv/zC6NGjmTlzZqatS1u1aqU6/YuLi8sPl/MU31M3VUGvqWMpnOaPTBP0CgoFZxsN4lKbUVzvmfsWsAAaBnq0vLyJWhumUWfLzC+yBTBu3DimT5/+RTbONRvKpTajuNJ5fKrnMwp6r1+/zqBBgzhw4ABOTk4cP36cNWvWALB//34EQWDu3Lli0PudY2hoSJs2bTIcHzF3OufOnoUPEQDE+gWpxoYNGwbA1atXOXLkSL76KfJjIZ74ioiIfHM6d+7MkiVLsLOzy3DO2bNnCQkJoXfv3hnO8ff3Z/To0cyfPz/TzmGJiYns2LGD3bt34+TkxMqVK7/I//wkytOXCy2Ho0iS0eTkSkzL26eZI09MYq95IwSZHH1bSzo+P/wNPM2Y1atX07RpUxwcHHK8VlAo2FuoIfKEJHQsCtDF42SWayZPnszChQtVj42MjIiIiMjx3iLfFlNTU16+fImFhUWm8/yv3sf70CXs+7ShYPVPXRpTPtj4+flhZWWVr76KfF+IqQ4iIiLfLQqFgmrVqtGhQwemTp2a4bxatWoBZHjbM4X169djbGzMr7/+muXesbGxdO/enbVr11K0aNGcOf6d4X3kMu+OXcVhSGfMazt+a3dSERUVxejRo1m0aFGuZLZ8Tl7H6+BFSvZvT+EGVdKdI5PJCAoKwsrKikKFCmFlZcXjx8rCwjdv3lCyZMkvugaRr4urqyuVKlXiS2KOcuXK8eLFCxQKhXi6/x9DDHxFRES+W0aOHMmzZ8+oVq0aixYtSndOSr5mqVKleP36dab2YmNjGTt2LBs3bszW/t7e3vz5559s2bIlwwryz1mxYgWRkZHMmDEjW/azS2JYJL5nbmFe2xEDu5/vdCokJITZs2czcODANNq+ecGwYcPSaL7evn1b9YFJ5MeiRYsWhIWFcf/+/VzbSE5ORlNTk8ePH+Po6Jh3zol894g5viIiIt8tixcvpnv37nTs2DHDOePGKZscWFtbZ2lPR0cHT0/PbO9va2vLgAEDaNGiBWXLluXYsWO4urpmeNJUtGhRZs6cSXJycrbsyxMScR65iJsDZpIQGpnhvGs9JnNn6FzONh6MIlmWbf+/FYIgcHfEQk5U64n/1ayDkwIFCrBs2TJWrlxJWFhYnvtTvHhx1f/lypUjKipKDHp/YNTU1Hjw4AESiYR58+YRGBiY6fzDhw+zdOnSVM9paGjg5OREpUqV8tNVkR+NjAR+0/uH2MBCREQkn3B1dRWGDx8u7NmzR3BxcRFkMpkQGxsrjBw5UiXOHxubvTa93bt3F6KionK0/+vXr4WaNWuq9kr5928RfECwtbXNtl23nSdUDRYez96Y4bzj1XoKO/VqCHsK1BeS4+Jz5Pu3IOyZu+q6zrX4LdvrAgMDhdGjR+eZHynfJ4lEIpQqVSrd75nIj8e/fw/Ta1DzOXPmzBEAITo6OtXzsbGxAiDcvXs3P90V+c5AbGAhIiLyvVO0aFH27dvHgwcPuH79OkOHDmXUqFFUrVpVJYWlp6fHmTNnsrQ1dOhQZs2alaP8wFKlSnHnzh1iYmJSrft3+oOXlxfOzs7ZtmvsYKds1CCRYFIh4zzTejvnUvr37jQ6uPSL5Mi+Fvp2VhiXLgaAdcva2V5nbm6Og4NDqra8X8LixYsBparHmzdvuHXrVrZSVkS+b/6t5tC1a9dM50+ZMoU///wzzd0EXV1dOnXqRM2aX6alLfLzIOb4ioiIfDf4+vpStGhR1qxZw/Dhw1XPv3r1StXJydXVlYoVK2Zp6/Dhwxw9epTmzZvTs2fPLPV9/01KMUxe/M2L9nqPPD4R4zLFvtjW94QiWUZSRDTaBU1yvPbkyZNsn76A6hEadJw9Hvs+GctWZUWlSpVwdXWlTp063Lx5M9d2RL4vvLy8KFasGB07duTw4dwrlcjlctTV1YmPj0db+/v/UCny5Yg5viIiIj8ERYoUQRAEoqKiGDx4sKqQrXTp0igUCgRByFbQC9CpUyd27dyJ5+nrLOw5FHlS9nJyU+jXr1+O5mfWBtnAzuqnC3oBpBrquQp6AZrVrkc7dwWX3r/h+bJdubIhCAK1atVS5XDeuHEjV3ZEvk9GjBgBkC0pusjISPz9/dMdU1NTA6Bdu3Z55pvIj4sY+IqIiHx3TJ48maVLl6ZqfJAbOSKvAxewPvmMowcP82ztvhytXb58OUC21BsSEhJQV1cnICAgxz7mNcmx8cgTk761G1miaWKIZZMaqCHBtlPOWwZLJBKkUil3797l0KFDLFmyRJSs+slYu3YtderU4e+//85y7rBhw2jVqlWG4xs2bODChQt56Z7ID4oY+IqIiHyXGBoaYmZmxsOHD3NtQ9NQH02JlKrqppx7kTM7JiYmdO/endmzZ+Pu7p7pXG1tbSpXroylpWWqxgn5jTwpmYCrD1RqEf5X77O/aAsOO7Qn2ut9luuTY+Nx33WS0Cdv8tvVNEgkEpoeX4FZ54YUHd45R2sVCkWqx9HR0QwePDgv3RP5DrCxseHu3bsULlw4y7l//vknO3bsUD329/fHy8tL9djMzAyAY8eO5bWbIj8YYo6viIjId4ufnx/z5s3Dzc0Ne3t75s+fj6mpaY5svL94l4jQMDbeOY+/vz/Lli3DxsYm2+ufPn2aKr3i/PnzNGvWLM08uVyOl5cXdnZ2qlur+c31XlN4d+wqSKWo62kDEmTRsQDU3jiN4j1bq+Ymx8Zzs990YnwCqb1pOmYVS3Fr0Cze7juHmrYmHZ4dQrdwzptLfCkrV66kU6dO2ZKq+zdyuZzKlSvz9OnTPMnFFvn+kMlkaGhoIJPJsv179fLlS2bPno2mpiajRo3CycmJpKQktLS0gLzJ2xf5vhFzfEVERH5IrK2tWb9+PZcvX+aPP/6ge/fujB8/Po2mZ3x8fIbNL6ya1qRs99asWrUKNze3HAelFSpUQBAEZDIZb968oXnz5mlOHEGZR1iiRImvFvQCBN5SdiZDoUAWHYcsOhZ1PR0sGlShSOt6qeYGXLmP39nbRLzw5M3GQwAkR8cplyfJkCfmLAc6r7h8+TJFihTh3bt3JCXlLEXj/v37PH36NJ88E/keUFdXZ+7cuairqyORSOjSpUumhW7btm3jzz//ZO3ataxbt06lHqKpqakKeKOjo/PMv5TaA5EfBzHwFRER+SGws7Pj2LFjjBkzhrFjxyIIAs7OzixdupT169czadKkLG2sXr2a5s2bU7du3Ry/+ampqVGyZEk0NDRS3UL9lsjiEtM85zh9EM1OrUbT2CDV8wWqlEHXsiASdTWsWyjlx2qsnEi58X2ov3cBBraWX8Xnf7N//35A2UgkPj4+R2s//z6IwcfPy+TJk1VfHzp0KNNc7vDwcOLj40l67YPfncckJqb+HSlSpEiOpPTkcnmmP1tz5sxBKpUSHBycbZsi3xYx1UFEROSHY9OmTQwZMiTN84mJiVlquJqamuLk5ISenh6LFi2iVKlSOdrb3d2dihUrsmTJEn7//Xe2bNnCgAEDcmQjr9hbqCGyuATV40K1HWlxfn2G8+VJySgSk9Aw0Psa7mWL4OBgChUqpHqsUCiyXaQWERFBq1atuHv3Lg8fPsTJySm/3BT5xri7u1OypFIH++XLl8hkMkqVKpXu7/v2Pxfwz4JVXJAFcnnDLhoN6a0amzNnDjdv3sx2oVvKz+KSJUsQBAEfHx8SExMxMzNjwYIFgLK98vnz57MttSiS/4ipDiIiIj8VgwcP5saNG3h5eam68SxevBgtLa0sT/62bNnCpUuXaNu2LZs2bcrx3vb29ty9e1fVHnXgwIHcunUrV9fxpTjOHPbpgVSCw5DMi8TUNDW+adDrMn0tJ6r25N3xa6rnChYsSExMjOpxTpQZjI2NVY0NqlSpkmd+inx/2Nvbc/ToUUCp0V2hQoV0U44AqpvbUVejIMO0SmCJTqqxOnXq0Ldv32ztefHiRQAmTZrExIkTmThxIvv37+ft27ckJHz6wJly18LR0ZH+/fsTGhqa4+sT+XqIJ74iIiI/BYIgqJpU7N69m169emU4d/PmzVSoUIF58+bRrl27LzqxlclklCxZkrt372Jubp5rO7kl8PZjLjT/DYBiv7agzuas5de+BfEfQjlY/BcAjEsXo+2D1BJV//zzDydOnGDv3r1Z2hIEQRUg6+joqIIQ8f3p5+bz3/FWrVpx+vTpdOfJ4hN4Mm8LEjUpFacMRE3r06nw1q1b+fDhA1OmTMnWXsWKFWPcuHG0bdsWKyurDD+YRUdHY2hoCIBUKs1U11sk/xFPfEVERH56Pv6h4+TJk/Tu3ZsrV65kGAgNGjSI6tWrs2jRIq5cufJF+6qrq+Pl5YWFhQXJyVkXiIW4vMRt61GSY+K+aN8U9AoXRKqpAYCWmXGmc+MCQzhRrSeHSrX76hJmWmZGFKii7L5nlU6L4+7du9OwYUMGDBjAhAkTOH/+fJo5svgEzjYZzN9m9Xn7zzmAVOkNHh4e+eS9yPeARCJBLpezYsUKzpw5w16LxrhtP55mnrqONk5zf6fyrN9SBb2gDGgbNWqUrb0EQcDT05PffvsNa2vrTO9GGBh8yqnP6CRa5PtADHxFRER+Kn755RdiY2M5d+4curq6TJs2LcPTl9KlSyMIQp69UfXv3z/T8Tj/IM41G4bzqMU4j1qcZtx9xwnujlhIjE/2G2EYFLOm5ZXN1N0+G6e5wzOd+/78HSJeviXufRBeB76umL9UXZ0WlzbSxfMUTrN/S3dOTEwM27Zto1ChQuzfv58xY8awZs0a3rxRBumRr70Jdn6GIikZz7/PAKhaFBcuXFiVcyny8yKVShnQvis11QoQGx2N25YjOVrv6elJiRIl8sk7kR8BMfAVERH56dDV1WXx4sVERkbi5OSEurp6uqe/gddd0L/wjLmVWxPm/4HY2Ngc7zVt2jQATp06xbhx4zKdK0+SIciUQbg8PnW1ecTLt9z9fQHu24/zYOKKHPlg5lgKuy5NkaqrZzrPskkN9O2s0DI1wrZD1qdeeY1UXR0dc7MMxz09PQHlKe62bdv466+/aNKkCbNmzWL//v1EG2pi2sgJmbEuRfso0yYkEgljxowhICCAEydOfJXrEPm26FoXwriIBW/VEijRt22O1t68eVPVzCIvCQsLA5R3LsSUm+8bMcdXRETkp0ahUKChocGxY8do06ZNqrFbA2dx8u/9BMjj2Z3szaJFi5g4cWKObKupqREfH4+2tna21vidv0PIw5eUGtQRnUKfmnHEBYZwzLEbspg4Sg3pTPVlmQfRPyNJSUmcPHmSTp06pXpeEARu377N3bt3iY+PR19fX6XlPGPGDHR1dVW5n+J71H+Dy5cv06RJE+bPn59K7iwr2rVrx/HjadMjvhSJRELVqlUZP368quBS5NuRWY6vGPiKiIj89MjlciwtLQkMDEyVp/f+4l1WdxnGVUkI9yPeExUVlSpXLytSAt/AwMA8KWyL8vAl8o03Vs1rZnl6KwI+Pj4sXLiQe/fu0bhxY7y9vTlw4MC3dkvkK/H57/LBgwfp3DlzVRM3NzdKlSqVLx+O4uLicHBwYPr06QwaNCjP7YvkDDHwFRER+c8jkUiYM2eOKjUhhZRq7MOHD9OxY8dc2QVltXhWOb4ieY9CocDX1xdtbW1WrFgh5vn+x1AoFERFRWFiYkKVKlV48OBBhnMnTJjAli1bCA8PzxdfIiIi0NLSQkdHJ+vJIvmKqOogIiLyn2fEiBEcOZK2EMbAwIAHDx7w5MmTXNnds2cPAAMGDKBo0aIEBgYSGRn5Rb6KZB+pVIqNjRpqSlEAAER5SURBVA1HjhyhefPm39odka+MVCrF2NiY5cuX8/DhQ6ysrNINbF+8eIFEIsm3oBeUutKfB72JiYnIZLJ8208kd4iBr4iIyH8CGxsbHj9+nO5YlSpV0NbWpkmTJjm227NnTwRBYNOmTfj6+lK4cGGMjY2/aQtTWXwCrzcdJvC6yzfz4Wvg4eHB+N4DOdhsEOf/Pkj9+vW/tUsi34gxY8YA4O/vz9WrV9OMb9u27aunIGhra6OhoSHmnX9niIGviIjIf4KMgt4UJk+eTPny5fH398+V/UGDBnHq1ClOnz6NgYEBhQoVUnV++tq4TFnN/bFLudhmJBGvvL6JD/lNsWLFsLe3Z9merXS9uIUaTyIQRP3U/zQpd22ePn2aJth0dnZmw4YNX80XQRAoX748oDyVHjZsWLZ0vkXyHzHwFRER+U9w79495syZk+mc0aNHM2/evFzv0bp1a1q1akVUVBRhYWEMHToUiUSCRCLJk1ue8UFhxAVkfZIsT1buJQgCwk/YQcrHxwcvLy9MTT+pYlRwqoRUTe0beiXyrUlMVEoEzpo1i4kTJ6JQKKhRowYSiYQ7d+4QFBT0RfZ9fX0JDAzM1u+yRCJRBeD379/n0qVLaGpqEh8f/0U+iHw5YuArIiLy05OYmIiHhwe1a6ftGPY5NjY2hIWF4ePjo2qakFtMTEzw9PRUSSdVq1Yt3W5k2SX08WuOlO3I4dId8L98L9O5VeaPpNKsYTT8ZxEm5dIX61fI5dwbu5RL7UcT6fYu136lx4M/VnCiei/eX7ibp3ZTsLKyAmDp0qUAOB89Q7Oza/NlL5Efh2LFilG/fn3MzMxYunQpampq3Lv36Xdl165dX2S/Zs2aFC5cGA0NjVRNbyIiIrhz506G+cNVq1bF3d2d9u3bo6urK6Y+fGPEwFdEROSnx9nZGVC2F86KOXPm0K1bNxwcHNIthsspbdu2RRAEYmJi6NOnT65PnUIevkQen4ggkxN09ykAwfeecbBEG07V7ktCSIRqrqahHuXH9aFI67oZ2gu89pA3mw7jf+kez5bsyJVP6RHt9Z5Xa/cT8cIT13mb88zu56h9PNmtVasWVlZWVG/fEnWd7Okoi/y8mJmZcfHiRYKDg5V3OwSBrVu3Asq7BJm1HM4OL168UMkWPn/+HIDg4GBMTEyoXbs2TZs2zXT93r17ATLsJCnydRADXxERkZ+e9u3bA1CvXr0sFRdKlCjBwoULKVGiBKNGjcozH4oWLUpQUBDm5ua5ut1p17UZNu0bYtW8FqUGKWXXPPedIz4whLAnbgRczVjGKT2MStmiaWoIQMHq5XPsT/gLT+KDwtI8r2tZEJPy9gBYN8/8hP1zFDIZ745fI+K1d7bXODg44Ofnl+35Ij8/GhoaqQLckJAQ/P39KVKkyBfb3rdvH2PHjmXhwoUq2byCBQsSHByMm5sbDx8+zHBtYGAgS5YsAbL3AVwk/xB1fEVERH56/n3Sk9XfMYVCQZ8+fdi9e/cXnxKlIJfLVW94efV39MOtx1zpNhGdQqY0P7ceHXPTrBd9RkJoJElhkRjaF83RulfrDvBg4l9oGhvQxnk3etapm3cokmUkhkVm2p7439wfv5zXGw6irqtNu8f70bMqlOl8iURCdHQ0+vr6OfJdRCQ3bNq0iSFDhnDq1ClatmyJnZ0dGzZsoGXLltlaf+zYMTp06AB8+v2XyWQIgoCGhka++f1fRdTxFRER+U+T8kZz+vRpevTowerVq3F3dyfk0StOVO3JlW4TkcUnqObv27ePdu3a5VnQC8rb81u2bAFyl2uYHBvP7aFzudF3OgmhylNr8zqV6Pj8MLpWhbjccQyRbu8IffyaSx3G8HTR9ixtapsZkRwbz/MVe7JVNJdCiMtLAJIioony8E0zLtVQz1HQCxAXEAKALC6BpIjoTOf6+PgAiFXyIl+F58+fM2TIEADq16+PVCrFy8uLxYsXZ9tG+/btuXTpUqrW5r1790ZTUzPP/RXJHPHEV0RE5D/BiRMnWLhwIc7OzqpA+GDX0cSdVub/Njq8DOvmtQA4fPgwycnJdO/ePc/9GDZsmEpWycrKiufPn2NsbJzlOretR3EepXyjrThlIBWnDADAY/cp7gxTKlGUGfkrYU/cVPq9bR/uw9jBNkObsrgEDhZvTXJ0HIVqVqTFxfTlnuSJSdwYMJNoT19qrJiAtpkJDyevxLBEUZzm/Y5E+uVnKLHvg3i+bBdmlRwo0fuXTOemfCBRKBR5+uFERCQ93N3dKVmyJHPnzuXatWtcvHiR5ORkNDU1c3zXISoqCkNDQ9VjiUTCmDFjWL58eX64/p9FPPEVERH5z9O2bVuuXr2qkjSbO3cuXQ6swFOIQ6+IBWaODqq5HTp04OzZs4DyduSePXuIiYkBYNmyZV/kx/r167l7V6l28P79e6ZOnZqtdSblSiDVUEcilWJWqZTq+UK1KqJlZoyatiYmZUtgVNoOUOba6hYukKlNZQFQytcZa+BeaP07vseuEvHMg3NNhqBlZkSjg0upsmBkngS9svgEdC0LUn35+CyDXlCqb0DaFBYRkfzA3t6ehIQEIiMjuXTpEvfu3UNTU5Px48ejp6eXI1ufB70AsbGx/PXXX7i5ueWlyyKZIJ74ioiI/Oe4fPkygiBQokQJ7Ozs+H34cGbOmoWZ2afb8xMnTqRu3boYGxtTr149OnbsyJo1a7C0tOTo0aOqgrncIggCrVu35uzZs2hqaqo0SDMjxicARZIMwxKpC3XkiUm4bT/Og/HL0TQxoPaWGRSqWg4tUyOi3/rxdNF2zJzK4DC4UxqbIS4vCbj2kGLdW2SYV3uwxC/EB4aqHldZNIoyw/PmNNx9xwmcRy7CuFxxWlzciIaeTpZrXr16RZkyZURZKJGvzoYNGxg2bBgjRowgKCiI0NBQLly48EUfwvbs2UPv3r358OEDhQplntsukj0yO/EVA18REZH/PO7u7syZM4cGDRrwv//9T9VwYvv27QwePJhixYpx+fJlRowYQdOmTbly5QrHjh3Lk72PHDlCp07KgPTWrVtZag1nxO2hc/HccxqAKgtG4rnvLMali5EUGcP7c7cBaHNvDyZli+fYdtDdJ5xvORxBppRhKty4Ok2Pr8iVn//mYpuRKkWK1je3Y1bJIYsVyra0rVu3zrIbn4hIXiMIAp6enpQuXVrVyOLkyZP88kvWdyoywtHRkSdPnjBs2DDWrVuXZnz//v04ODhQsWLFXO/xX0MMfEVERESyQBAEdu/ezatXr5g/f77qBOf9+/dYWFigpqbG9evXadmyJb169WLTpk15trdCoVBp08rlcqS5SB+I8vDl/vhl6NtYEv8hFN9TNwAo2r4hPseuomGoR/vH+3NcdKbyUSbj5v9mEOLykhorJ2LVtGau7Pyb9xfu4jx6MQWcylB3+yyk2ZB6Onr0KB07dhRPfEW+CVFRURgZGQGwZcsW5s6di5dX7luDx8bGoqGhkW6hmyAIWFpaMmrUKCZNmpTrPf5riIGviIiISDY5ceIEV69eZdmyZekGoCEhIfz222/s2LEDXV3dPN37/PnzHDp0iHXr1n2RxJH7zhPc/X0h+kUtaHF1C+FP3TCyt0HfpnAeevvtSExMpF27dpw7d+5buyLyH2X16tWMHDkSUOace3t758s+sbGxjBs3joULF2arCFZEiRj4ioiIiOSACxcucOzYMVasWJHuKcytW7e4detWvpzAHDp0iKioKPr37/9FdhKCw9Ew1ENNK63/0W/9uD9+OXpFC1Nt6ZhsnbJ+T6RU1IvvRyLfknXr1jF8+HCGDx/OmjVrvrU7Ip8hqjqIiIiI5IBmzZrRt29f+vbty7Zt21S5fClUrFiR27dvc+HChTwPvjp16sSBAwd49uzZF9nRLmiCmpYmbw+c5/HsjSSGR6nGni3dyfsLd3HbcgT/y/e/1OWvjoaGBgMHDvzWboj8x/ntt98QBCFHQa8gCEgkEgYPHpzq+YEDB4oqJV8JMfAVERERSYfq1auzd+9ezM3NGTp0aKoxAwMDDh06xK1bt/L8pEcikXDo0CHmzp2Lh4fHF9kKefSKW/1n8mzxDh5N/1Q0U6BqOQA0jPQxdrD7oj1ERESyjyAIrF+/ns2bNyORSPD1VTaAmT17NgDHjx//lu79JxBTHURERESyYPPmzZiamqrUF1IQBIEWLVpw/vz5PN8zNDSUAgUKEBgYiLm5edYL0iHitTcnq/dCkMspM/JXqswfqRqLdHuHlokh2gVN8srlr4YgCGhpaZGUlPStXRERyRUymYx27dpRv359Jk6cCMDOnTvp16+f2JglDxBzfEVERES+AEEQ6NWrF3///Xeq5xUKBQMHDmTbtm35su+TJ0+YO3cuu3btQkcna33b9Ai+94yot37YdW6KVCN/c3nDX3gS9z4Iy6Y18vWNWxAE7Ozs8q2gSOTHRKFQEB8fn+OmEt8LgiAglUo5fvw4bdu2/dbu/NBkFvj+WBUNIiIiIt8AiURC4cKFCQkJoUABZTe0pKQkFi1alK9vUBUrVuTQoUM8f/6cU6dOUbx4zjV4C1YvT8Hq5fPEn1frDxL6+BUVJ/XHoJh1qrHIN96crvs/FEnJOE4bRIVJX1aclxkSiYRatWrlm32R7wdBEDh69ChHjhxBW1sb+FTcKJPJkEgktGnThvv377Nw4UI6d+5Mv379qF+/Pm5ubhgbG1OsWLFvfBXZY/To0QC0a9eOgIAALCwsvq1DPyniia+IiIhINjhx4gQJCQl07dqVK1eusHLlSoYOHUrLli3zfe/BgwezefNmBgwYwMqVK7/aiVbEa2/0rAqiYaBH+AtPTlbvBYB1qzo0OrAk1dzAm4+40HI4ACX6taXWmsn55leK7rH4fvTzEBkZybJly4iKimLlypXUrFmT+/fv07t3b6pVq8agQYNQT0d9ZPfu3SxdupQtW7Zw6NAh3NzciIuLo3Tp0mhoaHD79m369u3L//73P9TV1QkICMDc3DxdW98DLi4udO7cGW9vb0JCQlJ1kxTJPmKqg4iIiMgXkpSURN++fXn79i1169Zl7ty5qhOor8HRo0fp2rUrI0aMYPny5fm+36OZ63m+dBf6tpa0cd6NLDaBY5W7kRwZQ5kRv1Jlwcg0a16u2Ue0px8VJg9Ap5Bpvvkml8tRV1cXA9+fgPv371O9enUAWrZsSbt27Vi+fDkuLi5ERkZiZWX1RfZlMhmnTp3i+PHjfPjwAQ8PD9zd3SlYsCCbN2+mXbt2eXEZeY5EIuHIkSN06NABUP79CQkJwdLS8ht79mMgBr4iIiIieUBiYiJ+fn65SjnIC8aOHcu5c+e4d+8esbGx+Xor9FyzYQTdcQWg/eP9GNoXJeTRK/wvOVN6eHc09HKXc5wXrFixAm9vb1asWPHNfBDJHTExMbi5uXHu3Dn27NmDtrY2CxYsoFq1apiYfCq0FASBhISEXOe2Z8bLly/57bffMDQ0pHfv3nTp0iXP9/hSAgICMDAwQF9fH/j0AaFbt240a9aM5ORkBg8eLBbBZYAY+IqIiIj8JLi7uzNnzhx2795NRESEqnVqXhPk/JTHM9ZjXqcSjtMHI09K5ljFrsT6BmLdui6N9i/Ol32zg0QiyddrF8kfgoKCMDc3RyqVcvDgQdq0aZNhh8J9+/axZcsWTE1NMTAwQF1dHblcjiAIqKmpkZycTLly5Rg9enSu0xaioqLo2bMna9eupWjRol9yaV+FChUqpNL3/hLFl58dsYGFiIiIyE+Cvb29KuD78OFDvu1TqEYFmp9fj+N0pdC+PCGJOP9gAGLevs+3fbPLj1q5/1/F29sbc3NzZsyYgVwup2PHjukGvadOnaJNmzZ4e3tz7tw5Dh48yLZt29i0aRNbt25l27ZtbN68me3bt5OYmMjSpUtz7ZOhoSGbN2+mffv2PH/+PM345MmTkUgk/PLLL0gkEvz8/HK9V17w9OlTBEGgb9++ALx69SrNnISEBDEFKAvEE18RERGRH4yEhAR0dXUZNWoUf/3111fb1/vwJfzO3sbht64UqFz6q+37b8aPH8+UKVMwNc2/PGKRvCM2NpbKlSuzceNGGjRokO4cuVzO3bt3WbVqFXv27Em3VbinpyeOjo5069YNQRCwtLRk2LBhX5z3GhUVxe+//46uri7R0dFoaWlx9+5dVarB1atXVXOLFi3K+fPncXBw+KI9c8vDhw+pWrUqRYsWxdvbO02qg5WVFf7+/gAsXbqU33//HS0trW/h6jdFTHUQERER+cn45ZdfuHz5MvHx8d/ala/O4cOHOXbsGLt37/7Wrohkg/3796Onp8cvv/ySZuzhw4c4OjpSu3ZtSpUqxYIFCzIsaJPL5axbt46bN2/SqlUrevfujVwuB0BTU5NZs2bRpk0bKleunCs/g4ODSUpKwtjYGLlcniqVpkqVKlSqVIlt27Yhl8vZuXMnffr0ydU+ueXs2bO0atWKtm3b8vfff6vyfz/H1dUVV1dX9PT0mDZtGmfOnPlmNQnfEjHwFREREfnJmDRpEosWLWLDhg0MGTLkW7vzVQkJCWH69OmsX7/+W7sikg26dOlCcnIyx44dA2DevHm8fPmSd+/eoauri4aGBjVq1GD69OnZsicIAsOHD0/1/W/atCkXL16kW7du/PPPP2nmp5yM+l++h8+J69j/rx1mjqWytd/z588pX748RYsWxcbGhps3bwJw48YN6tatmy0beYG1tTUrV65M00FSJC1i4CsiIiLyk7F06VISExO5du0aFy9e/NbufHUkEgkJCQn/ydu4PwphYWGsXbuWixcvcvPmTbZv306vXr3Q0NDI0zxUQRCoX78+N2/eZO3atTx48AA1NTUkEgkKhYJt27axfft2evfoyT+WTZAnJGFQoggdXA/kaJ/AwECaNWtGSEgIAQEBAHTv3p19+/bl2bV8DRITEwF+6t8dMfAVERER+cnw9PRk1apVrFy58lu78k1IOcET35O+PyZOnMiSJcoGJ05OTjg6OlKvXj2uXLlCQkICzZo1o3//9Dv7eXt7Y2dnR58+fZDJZGzevBldXd0v8kcQBBYuXEhsbCzlDj4l6X0w5rUdaX4+d3cMfv/9d9auXat6PGnSJBYsWPBFPuY3iYmJ+Pj4YG9vj7q6Ok5OTqxevRoHBwcMDQ2/tXt5jqjqICIiIvKTUbx4cUJCQpgwYUKubciTkrnSbSKHSrbF7/ydPPQu/1mzZg0AW7du/caeiPybunXr0rNnT65fv87u3bs5ePAgHh4ebNq0iX/++SfDoBdg+vTpBAcHs3PnToyNjXFycvpifyQSCZMnT6ZJkyacctRlhqEvBy0TCQsLy5W9NWvWcO/ePZo1a4alpSULFy5EIpHg7u7+xb7mF6dPn6ZkyZJIJBLGjRun0gV2cnJi3rx5REdHf2sXvx6CIGT7n3K6iIiIiEh+s3DhQqFWrVpCZGRkhnOCg4OFJk2aCPHx8bnaI/jBc2GnXg1hp14N4WK7UWnGZQmJubL7NXBxcRGaN28uAMLy5csFhULxrV367rlw4YKwfft24cGDB+m+XjExMcKbN2/y9LWUyWRCSEhItuZeu3ZN2LNnjzB69GjVcxoaGkJsbGye+aNQKISxY8cKgNCzZ0+hbt26Qq9evYTXr18LCoVCSEhIEN6+fSscO3ZMmDVrlpCQkJCpvcTERGHu3LkCIJiZmQl16tQRoqOj88zfvOThw4dCUFCQIAiC4OHhIZQoUUKwsrISAGHEiBHf2Lu85WO8mm4sK6Y6iIiIiHyH+Pj40LZtW44fP46NjU2G886fP0+LFi1ydbs1OTae882GEv7ck1rrp1C8RyvV2OuNh7g/fjkFqpal+dm1qGmllZf61rRq1YoePXrQu3dvXF1dqVix4rd26bti4cKFqgr/2NhYIiMjmTZtGi4uLjx8+BB9fX3Kli2LVCrlt99+U63r2bMne/bs+er+rlu3juHDh9OiRQtOnDjB1atXGTx4MFu3bqVx48b5smdERASHDx/G19dXJQ9mb29P0aJF6d27N7///jurV6/O0s6mTZtURaZdu3Zl+/btX5yikRsSExPp2bMnZcuWZdasWVnOVygUDBo0iD///DPTvzM/GmKOr4iIiMhPTFRUFH379uXo0aO5Wq9IliHVSN396myTwQQ7K7tEtX24D2MH2y91M895+fIlDRs2JCgoiKSkpAy7gP3sJCcn4+Pjw9u3b1X/AgMD2bVrF6GhoRnqHScmJvLkyROOHj2Kq6srb9++5fTp02zfvp1WrVpRu3btr3wlSsmuixcvEhMTQ7169WjTps037dA3ZcoU2rVrR/Xq1bM1t3Tp0qipqdGzZ0/69u3L1KlTsbe3/wqeKpHJZHTt2pVhw4bRtGnTr7bv94YY+IqIiIj8xPj5+bF48WJWrVqVZzbfHbvK/QnLMa9TiTpbZiBVU8vWuvsT/sL31A0qTh1IiV6t88yfjChfvjzPnz//TxW5ubu7s2/fPt69e4dUKkVdXR0bGxuKFSum+mdiYpKmuUF2SSkwUygUubbxs3D37l1q1aqV45+vf79uI0eOpF27djRs2DBfXtN3795hY2PDkydPcHR0/E/9PqSHGPiKiIiI/MRERETQsmVL7t69+032FxQKJFIpCSERHLBtCZBtuagoT18udxwLQOPDyzEsUSRHe/v4+DBt2jR27dqVc8d/IARB4J9//uHChQuYm5szZMgQbG1t8y0wrVSpEitXrqRevXr5Yv9HQaFQ0LlzZ44cOZLjtYIg8Mcff7BkyRJCQkI4cOAA//zzD8uWLePq1avo6uryyy+/fFGKwf3791m3bh0RERFYWlri5+dHcnIyZ8+ezbXNnwFR1UFERETkJ0UQBAYPHsyAAQO++t7J0bGcqtOPvws2xPvIZbRMDSncsCoAth2zl5Ppc+I60Z5+RHv68e741awX/IuiRYuipaWFr69vjtf+KERERNCjRw8kEgnbtm1j4cKF2NnZ5etpbMmSJTExMck3+z8KUqkUQ0NDnj9/nuO1EomExYsXIwgCZmZmDBs2jHbt2vHrr7/i6elJ+fLl6dKlS65sA0RHR1O9enWmTp3KkSNHGDNmDDVq1GDMmDG5svdfQTzxFREREfmBmTJlChUqVKB79+5ffe8Pt10533wYANat69Jo/2IAkmPi0NDPXmFPxGtvLv4yAgSBpqdWY1zaLsd+XLlyhaVLl3LmzJkcr/0RKFKkCDo6Ori5uX2V/aKjo5k0aVIqrdr/MtHR0QwePBhHR0cmTpyYZx84YmJisLCw4N69e5QtWzbH6xUKBbVr18bBwQGZTMbbt2/p0aMHw4cPzxP/fmTEVAcRERGRn5CtW7cyefJk/v777ywLWQSFgoiXb9G3s0JDTydP9pcnJHKp/RiC7z1D386SJsdWoF+0cKo5b/efJ/j+c8qO7ol+EYs82Tc9xo0bx7hx47C0tMy3Pb4VEokEDw8Pihcvnu97CYLA6NGj6devH5UqVcr3/X4kpk6dyu3btzlz5gyRkZFYWFikBFjIZDLU1dVzFBSnzHVwcGD69OnUr18fCwsL1LKZTy+SMWKqg4iIiMhPSKdOndi/fz/jxo1j7969mc69+/sCTtbozdmGA1HIZHmyv5q2FkXb1EeRLCPKzQfPv1OfuEZ5+HJr4CzebDzE/bFL82TPjPj111/ZuHFjvu7xLfjw4QPAVwl6AWbOnEmNGjVwdHQkNjb2q+z5ozBv3jzGjh1Lz549mTt3LhYWFnTt2pUOHTowePBgpFIpQUFB2bY3dqwyt/3169f07NkTa2tr1NXV0dLS4tdff+XAgQPI8uh3VeQTYuArIiIi8gOiUCh4+/YtISEh1KpViwIFCmQ6P/ieMo8w4uVbkiLzLqCxqO+EhpE+6no6WDaqlmpMw0APdV1tALTNzfJsz/SoUqUKRkZGTJkyJV/3+do4Oztn+aEmL0hKSmLChAkULVqUK1euIJVK2bdvX77v+6PRtm1bjh49ytq1a/nw4QMHDhzg2LFjbN++HXV1dczNzQkJCcmWrWXLlqXbYCExMZElS5awaNEiunXrRmJiYj5f1X8LMdVBRERE5AekYsWK9OzZk4oVK+Lg4JBlZbj/lfs8X7oL69Z1KDM8/XxguVyOIAioq6unO54RsvgEBIWQbgpF5Btvwl94UuSXeqhp5q/OblRUFEZGRly+fJlGjRrl615fiyVLlhAWFpbj5iQ5Zfjw4fTu3Zvo6Gju37+Pq6sru3fvRltbO1/3/dkwNTVl7969tGjRIk/snT59miNHjrB+/Xo0Nb+/JjLfK5mlOuTsr5uIiIiIyHdBmzZt8PX1ZeLEibhMW8OTC3dx/HMIRX9JX37KslG1VCeyimQZEnU1XF1dWbhwIQYGBiQmJqKrq0tSUhJVqlTJdpGMuk7GwZFRKVuMStnm6Npyi6GhITKZjMGDB2NkZISTk9NX2Tc/KVCgQL43krh+/Tq2trbUqFGDrVu3smnTJm7fvi0GvTkgOjqaPn360LZt2zwLegFat25NUlIS9erVw8HBgQoVKqhSJERyh3jiKyIiIvKD0r17d7YtX8Whku0AMClXgjbOu7Nc53fuNtd6TkHPuhB268axYfcOoqOjiQoMxtS8EHHJiRw6dOiHFcFPTExkwIABTJ06ldKlS39rd76IHTt2YG5uTsuWLfNtj19//ZWdO3eiqamJQqEgKSlJDHqziUKh4MiRI5w4cYL+/ftTv379fJOZe/v2Lb/99hvnzp3Ltm9S6X8zo1U88RURERH5CXFwcMAtwA+zyqUJffQKqxa1srXO+8hlFIlJRHv6YRaZzIYNG3i+fDeP/lyHpjEY/TWMdevW5coneWISb/85h6G9Dea1KubKxpeipaXFxo0b6d+/P0uXLqVIkZw1xfieCA8Pz9dWzNHR0RgZGaluo0ulUjHozQH9+vXD1NSUnTt3phvwpuTtxsbG4uLigomJCSVKlGDEiBEsWLAAc3PzVPMlEgkPHz4kMDCQo0ePIpVKVR30kpOT2bNnT5Y+BQYGUriwUl2lXr16XLt27T/fge9zxMBXRERE5AdlwoQJ9OvXjy3HN6GRKEfXIvMCtxRK9m9P0G1X9IoWxqJuZQDCnig1YpMioqlsVYyCBQvmyieXaWt5vf4ASCQU696cqovHoGVimCtbX4Kenh7Lly9n/PjxbN26FV3d7OkKf2+Eh4djZ5dzbePsoq+vz8aNG9mwYUO+7fGzsm3bNmxsbBgwYAD79u1TdWgbP348rq6uSKVSJBKJ6p+trS0GBgZs27aN7du3A8qiwqpVlU1f4uPjAWWh5vz589m0aVO2T2xlMhn37t1jy5YthIaG0r59ewRBICYmhgsXLtC8efN0123dupV79+5RrVo1OnbsyPnz57l8+TInT55k5cqV30QfPL8RUx1EREREfmDevHnD6tWrWbNmzRfZifLwxWXaGowd7HCcMSTXJ0R3hs/HY+dJ1ePSw7tRddHodOcKgpDvJ1HOzs5cv36dP/74I1/3yQ+2bt3KixcvWLhwYb4UNslkMtVpsvjennN27tyJi4sLpqamJCYmMnDgQHR0dAgNDcXe3j5bJ+exsbF4enqq0ktMTU0pUKBAjr7fsbGx6OvrM2vWLMaPH4+OjrLIVCKREBkZybhx43jz5g0RERG0b9+eXr16oa6uTtu2bbGwsODs2bPcuHGDEydOsGbNGry8vDAyMmL58uV4eXlRvnx5ZDIZEydOzHHh67dCbGAhIiIi8hOzdu1awsLCmDZt2je/pZkUEY3Ln+tw33ECFAqqLBhJmRG/ppkXcPUBV3+dhG7hArS4sAHtgvnXHrdbt27s378/3+znB4Ig0LlzZw4fPpwv9t++fatq+uHj40OPHj3yZR+R/Ofdu3dMmTKFjh074unpSaVKlWjcuHGq0+IPHz4wefJk6tatS//+/VXPT5w4kUWLFmVoOyIiAjc3NyIiIvj7779p3bo1N27cQBAEli5dqgqyvzfEwFdERETkJ2fHjh1cvXqVnTt3fmtXAAh98oaEoDCsmtZMd/zzk+H6fy/Apl2DfPOlT58+rFu3Dn19/XzbI6+JjIxk2rRprF69Ol/sv3jxgnLlyqkep+SRivyYPHv2jLdv32JoaMiNGzd4/fo1o0ePpnr16hmuefXqFbdv32bgwIHZ2iMkJISHDx9StmxZtm/fTrt27ahY8dvk8WeF2LlNRERE5CenX79+eHt78/Tp02/tCgBmFUtlGPQClOjVGp3CBShQtSwW9SpnaisuIJgYn4AMxz3/Ps2DiX8RF5h+44AOHTpw4cKF7Dn+nRASEkKhQoXyzX7ZsmW5desWAHPnzv2hg96wsDBWrVrFvXv3st084mejfPnytGvXjoYNGzJjxgx27NhB586dqVatWoZr7O3t8fHxyfYeBQoUoEWLFhQpUoTatWvz6NGjVOMymYzw8PBcX8PXQjzxFREREflJeP/+PY0aNeL9+/e8fPmSokWLfmuXvpjQx68513QIimQ5DfcvwrpFak3b8BeenKzeCwCbjo2pv2tuGhsvX76kZs2avHjxAmtr66/i95eQlJTEiBEjGDRoEFWqVMm3fZycnFTBy4/83h4UFKRSRyhQoADBwcHf2KPvA4lEwq5du+jdu3e641u2bMHExIROnTrl2LZcLqd///6YmJjg5+eHoaEhhw8fJioqivj4+G+uDCKe+IqIiIj8B7CysuLVq1ds3boVGxsbZsyYgYuLCwEBGZ+Wfu+Eur5BnpCEIJcTfP95mnENQz3UtJWFQDqFTNO1UaZMGV69ekWPHj1UlfPfK56envTu3ZsBAwbka9ALqILeH/2UtGDBgnh5efHhwwcx6P0X9evXz3CsX79+HD58mOjo6BzbVVNTY8eOHZQvXx65XE5oaCgdO3ZkxowZ3zzozYofozxPRERERCRbSKVSunXrRpcuXXj16hXjx4/n3LlzvHv37oc8Abbr0pQPtx4ji43HYUiXNOP6RSxodX0bkW+8Kdom4zd5S0tLxowZQ/fu3dm0aVMa/dRvTXx8PBs2bMDd3Z3169djapp+EJ+XKBQKevXqhZmZWb7vlZ+kSIWJfFJKkclkqKur4+vrm+Hv/Y0bNyhdujQGBga52ksikaj0gk+cOEG3bt24fv06y5cvJz4+nu7d/9/enYZVVXYNHP8fAREUUXFGpXACBwwTNXHI2ZQkjUgccIAcAmfNeUrTLMfwSUkluBxTyddAHHBCKBNRsBwQUdMXcQKFkMnDOfv94ON5I0EZDuKwftfVB/e5932vfa6Hh8Xea697APXr1y/ytZQUKXUQQoj/evDgAWXLlqV8+fKlHYpenT17li1btpCSksKcOXOKvKHD9u3b8fPze+XqZf/p4MGDxMXF4e3tXdqhAI8fGc+ZM4fExESGDh1K586dS3S9zMxM3Zv4R44c4erVqwV+uUm83Lp370716tWpXr06U6dOJTIykj179rB27dqn7sLeuXOHJk2acPbsWb2V/6SmphIaGqrrLBEeHs69e/dYtWrVC78L/KxSB92uIgX57/FwIYR4PTVs2FDx9PQs7TBKzK1bt5QxY8YoK1euVLRabaHOzczMVAAFUPbv31/o8/VNq9EoZ7/2UyKnrlCyUx8W+DyNRqO7jjNnzigajUbJyclRsrOzSzDa//fP7y0mJkbp2LGjAijz589X0tPTS3TtNWvWKIBy8eJFRVEUZfr06UpiYmKJrilenP379yuDBg1SZs6cqXz88cfK6tWrldOnTyvu7u7KzZs3nxp/48YNxdfXt0RjiomJUdzc3JSEhIQSXeff/puv5pnLyh1fIYT4r//5n//h2rVrTJw4sbRDKVFbt27lypUrzJkzp1DnPXr0CGNjYwCcnZ1p3bo1M2fOLIkQn+v67iOEDZkFQLMp7rScP6bA506ePJkVK1ZgbW1N9+7dUalUaLVaEhIS8PHxwdraWi8xnjt3jsOHD3PixAnd42S1Wk1WVpaur3Dr1q05dOgQHTt2JCQkRPfoWN80Gg2GhoZ4enri4uJC165dGTRo0CvX3/hNdfDgQYKCgjAxMcHb25u6devm24nj8OHDHDp0iDt37uDn58eFCxeYNWsWH330EUOHDuXQoUNUqVKFXbt24erqyjvvvFOisd+8eZPJkyfj5eVFhw4dSnStJ6SPrxBCiFycnJwYO3ZsvluZ5icsLIz3339f9+9NmzZhZGTEp59+qucIn+3eyT/Z3300ilZLm1VTaezZv9hzJiUlUa1aNTw8POjbty99+/Yt0jwajYbVq1czefJkAgMD6dSpk66O9kmysmDBAkaNGoVarWbjxo0oisL8+fOLfQ15SU5OZseOHVStWpUtW7awfft2Ll++zIEDB5gyZUqJrPk6U6vVbNu2DbVajaWlJY0aNcLKykq3RbG+paen4+LiwoYNG9BoNPj6+nL58mUePnzIvn376NChA8OHD6ddu3ZUq1YtV314QEAAR48e5caNGwwbNgx3d3dUKhWWlpZ06NABlUrFqFGjnvkSXF6e5IIFvd5bt24xb948fvjhh2eOS01NJSIiAmtrawwNDalUqRKZmZlUrFgRjUZD5cqVC7SNsyS+QgghctFqtQwZMgQ/Pz/dXdyCePKL7tGjR4SGhtKnTx8++OADQkJCSirUfB3qN5HE0N95+9OedNg4P9dn9+7do2fPnsyaNatQ7ZrCwsLo2LEjQ4cOZc2aNVSsWDHPcRqNhqVLlxIdHU2lSpUoU6aM7pf6kCFD6NOnDy1btqRhw4a5zktKSiI4OJjIyEiys7NJT09n0aJFNGjQoHAXX0CBgYEcP36ctWvXMmHCBHbs2EGrVq3o1asXjRs3fmF34F51iYmJfPbZZ1y6dIk2bdrw/vvvY25uzpkzZyhXrhzR0dFUrlwZQ0NDKlSoQJMmTRg5cqRe1t61axfp6ekMHTo013G1Ws2BAwcwNzdHpVJx/PhxEhMTycjIID4+noYNG2Jubs63335LRkYGpqamGBgYEB8fj5ubG40aNeLBgwecOHGCCxcuPPW04dGjR3h7ezNw4MBcf+z+/PPPfPvtt7z11lskJiZSo0YNqlevzq+//oq9vT2Ojo78/ffffPLJJ9SuXZv4+HiWLl3K3LlzsbKyyvc6MzMz8fDwoEePHiQlJZGTk0NKSgqmpqYkJydjbGxMWFgYkZGRANjb2/P555/TsWNHGjVqlGsuqfEVQgjxlKNHjypDhw5Vjh8/rjx8WLA62dTUVAV44TV7edls0VEJKN9W2WzR8anPsrKyFECxsbFR9u/fX+i54+PjlU8//VTRaDS6Y2q1WgkLC1MqVaqkqxOOiIjQfd6xY0fl+vXrRbuYEqDRaBRvb28lPDxcF2+bNm0ULy8vpUuXLoparS7tEF8ZgwcPVvbt2/fccWlpacr9+/eVJUuWKO7u7kpMTEyx6+GTkpIUZ2dnZeTIkcry5ctz1YKfPn1aCQoKUjZs2JDvz7BGo1EyMjKUzMxMRa1WK2lpaYqiKMqqVasUX19fJSsrK9da7u7uyrRp0xRHR0flwIEDiouLi5Kenq7cvXtXuXDhguLh4aEb/+DBA+XevXtKZmamoiiP///ht99+UyIjIxUXFxfl2LFjynvvvaesXbv2udcZGRmp9O7du8DfS2pqqjJx4sRc8TyB1PgKIYTIy927dwkKCuLEiRNkZmbSqlUrBg4c+Mx2Xzt37uTDDz8s9X6d51ZuJm7jbhp59qPZhMFPfT537lxSU1P57rvvirRBw/r163V9kV1cXPDz82Pp0qVYWVlhYWFBt27d9HEZJWbhwoW6O8/w+DFyr169yMrKIjY2luTkZExNTUs5yldDUFAQW7ZsoXz58jRr1qxA7wGcO3eOLVu2cOnSJapUqcKCBQuwtLQs0vo5OTk8evSI6OhoVqxYwcKFC/Hx8WHdunU0bNiQpk2bkp2dTc2aNTEwMKB69ercu3ePhw8fEhQUxPDhw1EURVdjbmxsjJWVFYMHD87V7uz27dvMnj2bjz/+mF69egGPWyQOGzaMWrVqodVqmTFjBubm5s+N2dPTk4CAAJYvX864ceMKdJ2jRo1i8eLFBWqxd+3aNaytralQoQLjx48nLCyM7du3Y2lpKaUOQgghnk9RFE6fPs3WrVtJTU2lUqVKuLi44ODggKHhq9f2XVEU9u/fz+HDh1m2bFmR5oiMjKRNmzavzM5mN27cwNLSkvj4ePbs2cMXX3yh+2zfvn3cu3ePoUOHMnXqVL755ptSjPTVNXr0aOrVq8fQjr1I2H0U6wG9qObQNNeYBw8eYGZmpvu5SUxMZMGCBfj6+hZ7/Xv37tGpUycaNmzInj178hxz8+ZNbty4Qdu2bYGna3GvXbuGq6srP/74I82aNdMdj4iIICwsjFmzZhU7zjt37rB161YqV67MsGHDCnSOtbU1V65cQaVScffuXeDxBiXp6elUqFABePxznZ2dTatWrVi3bh3BwcEsXbqUTp06sXPnTqpVqyaJrxBCiMK7c+cOe/bs4dSpU2i1WjIzMylTpgz29vaMHz/+lUyGC0qr1ZKSkvJCNpLQl82bN3P9+nUSExO5fv06u3fvxsjISPe5SqVi0aJFzJ49G61WWyIvYr0Jnry8GLfIj0ZZZbGoXo3+f+7CzMyM4OBgtFotzs7OAEyaNInx48dz/vx5Bg4cSFBQEO3bty92DNeuXcPY2JjatWsXeY47d+4wcOBADh8+DDy+2ztp0iQCAgJy/e/mRVKpVAwcOJCtW7cC0L59e+rVq4eJiQm3b98mKioKOzs7LC0tGTZsWL4v5UniK4QQoti0Wi1lypRhz549nDhxgsWLFxfoDesXJXr+Oi78ZzsNh/al9bJJxZpr5cqVrFq1iuvXr+spuoK5ePEia9asoVq1aoU+Nyoqik2bNlG+fHlu376d6xF2dnY2Xl5e9OjRg1q1aslLbcWk1Wr5rN67pNxNIquyCTX6tKds2bL4+vpSvXp1Vq9ezYABAwgPDyckJARFUahXrx7u7u66O5cvA1tbW3x8fHB0dKRDhw4EBwdTs2bN0g6r2CTxFUIIoVerV6/m999/x9fXN9/OBy/C31f+l3MrNlG9rR2npq9GnfoQlYEBg1PCi3VH8+zZs0yYMIGjR4/qMdrnCw0NxcTEpEh3BVesWIGHh0ee9Ze7d+8mPT2dwYOfroUWRZN5J5lbx6Ko9b4DJjWq8PXXX+Pv709sbGxph1ZgwcHBhIeHk5CQgJubG05OTqUdkl48K/F9ef5UF0II8crw9vamQYMG9OrVi5s3b5ZaHCcnLSc+IIjfxnzFW590x6BcWRp59iv2Y/wWLVq88KT3iaLGrihKvuceP36csmXLFics8S8mNSyw/rQnJjUel8NMnz79lUp64XE/76+++op27drRp0+f0g7nhZDEVwghRKEZGBiwcOFCNm/ezIoVKxg1ahRJSUkvPI4KdR8/li1byQz72SMZlBRGm+WTX3gc+lKcp6rPSnwdHBxKLZEXLzdDQ0O8vLzemJrv1/fNBCGEECXO2tqa5cuX89dff9GvXz98fHxKfAvUf2qzcgp1+7TH3NaaclUrvbB19Sk+Pp709HRUKhWxsbG0atWqSPM8K/E9efKkdHEQArnjK4QQQg/eeust/P39CQkJYciQISxevJgrV66U+LpljAyp80F7zN4q+tvthZWZmUmNGjVQqVQMHjyY+/fvF2u+L774guHDh3P58mVq166NnZ1dkefKL/HNyMjAzMysyPMK8bqQxFcIIYRe1K9fn5kzZ7Jp0yb69evHpk2bGDJkCMuWLePGjRsA3P39D67uOIA2J6eUoy26y5cvU69ePVxcXPjpp5+wsLDQ9Rwtip9//pk1a9Zw9uxZ+vXr99y3/pOSktizZw/37t3LdfxZZRLm5ub89ttvRY5RiNeFlDoIIYTQO1tbW+bPn4+iKPzxxx/4+voS/8d5KoSeo6NBVVIv/oX9vFF6W+/+n5eJXrCOaq2bY/fFML3Nmxc7OztOnTql+3dkZGSx76a2a9eOzMxMpk6dypgxY2jYsGGe4zIyMnStznx8fPD29tZ9lpWVle9uem3btiU8PJx27doVK04hXnWS+AohhCgxKpWKFi1a0KJFC27/GsOEg84MyzhJ6B39vkF+etYabh2J5Ob+36jn1JFKTaz1Ov+ztG7dWi/zdO3alezsbMaOHYuzszOjR49+qnTB1NQUjUaTZ/9kjUaDgYFBnnNv27aNL7/8Ui9xioJTq9UkJCSQlZVV2qG8lsqVK0edOnUKteGGJL5CCCFeiJqO77Bo4/e4/B7J5pQ4JrdoQZs2bWjZsiXt2rWjcePGGBsbF2nuKu805taRSExqWGBSq6qeI39xevfuTe/evYmIiGDJkiXMnDnzqTGF3TREURSMjIxo0qSJvsIUBZSQkICZmRlvvfXWG9M14UVRFIXk5GQSEhJ4++23C3yebGAhhBCi1Gg0GiIjIzl16hSXLl0iLS2N69evM3DgQEaNKlwpRNKZi1SoV6tQ3R26deuGj48Ptra2hYy85HXr1o2goCBMTEwKNH7evHksWLDgqeOffPIJ165dIyoqSt8hiue4ePEiNjY2kvSWEEVRiI2NfernVzawEEII8VIyMDDgvffeY9y4cfznP/8hICCAHTt2sH37dkJCQgo1V9WWtoVKetPS0jh8+DCenp6FjPr5tmzZUuw5Ro4cyaBBg1i8eHGR58jOzmbXrl2sXLmySOenpKTg6emJSqVixowZRY7jTSZJb8kpyncria8QQoiXhkqlokaNGhw+fJjw8HCmTZtGVFQUGRkZel/LzMwMRVH49ddf9TrvkiVLGDx4MDk5OcWq7XR1dSUwMJBZs2ahVqsLff7p06fx8vJixYoVdOjQodDnBwUFUblyZc6ePcuFCxeYO3duoecQ4mUjNb5CCCFeOmXKlGHJkiXEx8cTGhrKxo0bUavVjBs3rlh9bvNz+vRpdu7cyf3799FqtZQpU0a3IYSdnR39+/endu3n9wq+evWqri73yQs3arUaQ8Oi/brVaDQ0bty4UC/vAAQGBrJgwQL69evHxIkTi7T2u+++S3JyMlWqVCnS+eLloFKpGDRoEJs3bwYgJyeHWrVq0aZNG4KDg/M9LyYmhsTERHr37q2XOBITExk3bhy7du3S+9yFIYmvEEKIl1aDBg1o0KABAH///Tfz58/HxsaGkSNH6mV+RVGYN28ed+/eZcaMGdStWzfXy2MajYYzZ87w9ddfY2xszNixY6lXr16+81lbW/PgwQMqV66sO2ZkZMS+ffvo1auX7lhERAT79u17bkKrKAqNGjUq1DVdv36dgIAADh8+rGt9VhR5JfppaWns2LGDHj16ULdu3SLPLV6c8uXLc+7cOTIzMzExMSE0NBRLS8vnnhcTE0NUVJRektOcnBxq167Nrl279D53YcnLbUIIIV4pAQEBhIaGYmBggJmZGdbW1pibm9OrV68C/UIH+PXXXwkODubWrVu8++67jB079rnnXLlyhR9//JFr167RqVMnPDw88m0fNmvWLBITE/H392fbtm24ubkBcPv2bapUqcLUqVNZuXKl3uo/1Wo1ffv2Zfz48UyYMIF9+/aRkpJC165diYuLo2rV/+90kZGRQVhYGEFBQXTv3p1+/foVaI3z589z8uRJPDw8mDRpErdu3WLAgAE4Ojpy//59wsPDOXjwoK6DhLOzMzY2NoXuQvE6uXjxYqm/OFmhQgXGjRtHy5YtcXFxwd3dnaZNmxIeHk5wcDDp6emMHTuWc+fOoVarmT9/Ph988AENGjQgMzMTS0tLZsyYgZOT01PjnJ2dycrKYsyYMURFRWFoaMiKFSvo3Lkz/v7+/Pzzzzx8+BCNRkNAQABOTk6cOXPmqbm7d+/OiBEjuHr1Kqampvzwww/Y2dkRFhbG+PHjgcd3ro8fP/5Uz+y8vuNnvdwmia8QQohXkqIoZGRkcP36dR48eMCOHTuoWLEiEyZMwMLC4qnxaWlpbNiwgbNnz2Jra8uAAQOwsrIq0rp79+5l8+bNLFmypECtlG7fvk2tWrVYs2YNGo2GHj16YGNjU+i186PVajl27BhGRkbs3r2b0NBQOnfujI+PD/b29nh5eeHh4cGRI0fo2rUrW7Zs4fz583z//fd069YNAwMD6tevj729PdbW1ly8eJE7d+6QkJCAhYUFqampGBgY0K1bNxo0aICVlRVqtZpdu3YRFRVFjRo1aN68Ob169UKlUnH+/Hnc3Nz4888/AfDw8GDixIk0bdpUb9f8KihK4hvz1QYSQ0/QYqYnlj3eK3YMFSpU4LfffuPLL79k8+bNtG3bllWrVrFs2TKCg4OZOXMmTZo0YfDgwaSkpNC6dWuio6PZuXMnUVFRrFmzBiDfcevWreP8+fP4+fkRGxtLjx49iIuLY/v27cyePZs//viDKlWq8Ndff+Hk5MS5c+fw9/fPNffYsWOpWrUq8+bN48iRI0yaNImYmBg+/PBDpk+fjqOjIw8fPqRcuXJPlQ0VNvGVUgchhBCvJJVKRfny5XX9aR0dHTl16hRz5szh0aNH1K1bFwcHB6Kjo9FqtZw7d47PP/+8yDWv/1zXycmJdu3aMXnyZJycnPj444+feU7NmjVRFIVbt26xceNGvSa98LgmukuXLsTExLBy5UomT56MWq1m2LBh+Pn5MXz4cH788UdsbW1JSUnB3NwcgFGjRpGeno6trS2JiYn8+eefnDx5EisrK1q2bEnt2rW5efMmxsbG1K9fP9eaRkZGuLm56e5m/1PTpk0JCwsjNDSUjz76iJycHMaOHYurqys9e/bU67W/TjJuJ/HHko0AnJn7vV4SX3i82+Bff/3Ftm3bniovOHjwIL/88gvLli0DHu8A+GSL8YKMi4iI0D0xsbGxwcrKiri4OAC6d+9eoBrxiIgIAgMDAejSpQvJycn8/fffODo6MmnSJAYNGkT//v2pU6dO0b+E/5LEVwghxGvDwcEBBwcHAGJjY4mOjmbgwIFotVqsra312lqqSpUq+Pn5sXz5chYvXsyMGTOeO/+qVauYPXu23mIAePjwIb/88gshISHs3buXlStXMmHCBODx3enVq1fTt29fnJ2dKVOmTK4Y/1mvXLt27Tzrep8kyYVVuXJlXF1dAShbtizr169n9OjRhIeHs2jRoiLN+bozrmJO5WYNeHAunprvt9Lr3H379mXKlCkcO3aM5ORk3XFFUQgMDKRx48a5xp88eTLXv/Mb9yzly5cvVszTp0+nT58+hISE4OjoyIEDB4r9R+ObW3gjhBDitWZjY4Obmxtvv/029evXL5F+qiqViilTpmBra8uECRPQaDT5jo2IiOCdd955qkaxuL7//nsmTpxIy5Yt6dmzp+4luuzsbKZNm0bbtm3p378/BgYGpdpTNj09nfXr1/PVV1+hUqnYuXNnqcXysjIoa0TvYxvo98dOHL4er9e5R4wYwbx582jevHmu4z179sTHx4cnpazR0dHA43Z/aWlpzx3XoUMHXd/quLg4bty48dzk+N9z/3OOY8eOUbVqVSpWrMiVK1do3rw506ZNw8HBgdjY2OJ8BYAkvkIIIUSx9evXD2dnZ8aMGZNnz92cnBx27NjBgAED9L721KlTcXV1pXHjxqxduxYbGxvOnDnD5MmT8fb2pm3btnpfs6iqV6/OsGHDgMd9ilUqFf7+/sXqd/y6MShnjJl18R/p/1udOnUYN27cU8fnzJmDWq3Gzs6Opk2bMmfOHAA6d+7MhQsXeOedd/jpp5/yHff555+j1Wpp3rw5n376Kf7+/s/devzfc8+fP5/Tp09jZ2fH9OnTCQgIAB4/IWnWrBl2dnYYGRnxwQcfFPt7kJfbhBBCCD05efIk33//Pb6+vpQrV053PD09nalTp7JmzZoS7XKg1Wr57rvvMDEx4bPPPntpOyosXLiQuXPnsmjRIpo0acLBgwdZu3ZtaYeldy9DV4fXnXR1EEIIIUrR2bNnWbFiBevXr6ds2bK644cOHSIxMRF3d/cSWXfPnj38/vvvuLq6Ym9vXyJrlIT09HQWLlxI8+bNGTBgQL4t4l5FkviWvMImvi/nn4JCCCHEK6pFixZ4e3szevRocnJydMdDQ0NLtGH/vn37WLJkySuT9GZnZ/PNN9/Qvn174uLiGDx4sNT9ihInia8QQgihZw4ODnh6evLZZ5/p6lezs7NzbSTxb1qttsjrZWRkPFXWUFpPaM+fP8/06dNzdQ6Ax3XOMTExREdH4+npSdu2balatSpTpkxh9+7dLF++vERqoEubPCkvOUX5bqWdmRBCCFEC2rVrh6mpKSNGjGDdunXP7Obg6urKzp07uXv3bq5thlPjrlPWvAImNZ7ekOOfTE1NqVy5MmlpaZiZmXFy8nLi1v9MI4+PaLNyqt6u6XnCwsIIDg7Gy8uLIUOG4OXlRYsWLZgxYwY3btygVq1a1KlTB3d3dzZs2ABAUlIS8PiFp9dNuXLlSE5OxsLColQ7aryOFEUhOTk5Vy19QUiNrxBCCFGC4uPjmTRpEk2aNOHrr7/Oc0xgYCApKSkMGTJEVxd8Zds+fv3sSwzLm9An/EfMG+W/y1xkZCRLlixh9+7dAGyp9j6azGzKGJdlcHKY/i8qD9euXaNt27bs3buXVq1akZ6eztGjR4mOjsbNzQ1LS0tMTEzyPPfMmTOEhYUVe3ORl41arSYhIUG6VpSQcuXKUadOHYyMjHIdl53bhBBCiFLSoEEDVq1axRdffEF0dHSeNbh57fyWdOo8ADnpmaRcuJpn4hsSEkJkZCSxsbHs2rVLd7yJtxuX1gfS2LO/Hq/k2fbu3atLeuHx5gVOTk44OTk991x7e3u+++67kg7xhTMyMirQltbixZE7vkIIIcQLkJWVxbRp02jRogUjRox47viH/3ubyMnLMa1ZldbLJ1PGKPe9Kq1Wi4WFBWfOnCEqKooTJ05gaGjIokWLcnWTeBEuXbrE9OnT2bhxY4G2qM3L0KFDdf1bhSgOaWcmhBBCvCT8/f05deoUCxcuLHKSCBAQEEBaWhre3t66Y1evXmXEiBH4+fnx9ttvv5C60ujoaAIDAxkzZgyWlpZFmuPmzZssXbr0tbzrK148SXyFEEKIl0hcXBxfffUVbdq0YdiwYZiamhb43NjYWDZs2ECTJk3yvHOcnZ3NgAED6NChAxMnTtRb8qvVatm8eTNdunShTp3HO4sdOnSIkJAQli5d+lSdZUFpNBo8PDxYsGABVlb51zELUVB6TXz1FpUQQgghhBAlQC+JrxBCCCGEEK8q2cBCCCGEEEK8ESTxFUIIIYQQbwRJfIUQQgghxBtBEl8hhBBCCPFGkMRXCCGEEEK8ESTxFUIIIYQQbwRJfIUQQgghxBtBEl8hhBBCCPFGkMRXCCGEEEK8Ef4Pxu8pHzDeVnAAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 1080x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plt.figure(figsize=(15, 8), edgecolor='w')\n",
+    "mapa = Basemap(projection='cyl',llcrnrlat=14.0,urcrnrlat=68.0,llcrnrlon=-150,urcrnrlon=-65.0,resolution='i')\n",
+    "mapa.drawmapboundary(fill_color='w')\n",
+    "mapa.drawcoastlines(linewidth=0.6)\n",
+    "mapa.drawcountries()\n",
+    "\n",
+    "xv, yv = mapa(data_met['reclong'],data_met['reclat'])\n",
+    "\n",
+    "mapa.scatter(xv, yv, marker='.',c='#a10b38',edgecolor='None', label = 'Meteoritos')\n",
+    "plt.legend(loc='lower right')\n",
+    "plt.title('Norte América', fontsize = 15)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Delimitar Europa y mirar cuantos meteoritos hay en total y hacer el conteo por los vistos caer y los encontrados."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "419\n",
+      "(array(['Fell', 'Found'], dtype=object), array([302, 117]))\n"
+     ]
+    }
+   ],
+   "source": [
+    "UE = data_met[(data_met['reclat'] >= 33) & (data_met['reclat'] <= 68) & \n",
+    "                  (data_met['reclong'] >= -15) & (data_met['reclong'] <= 30)]\n",
+    "\n",
+    "print(len(UE))\n",
+    "print(np.unique(UE['fall'], return_counts=True))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1080x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plt.figure(figsize=(15, 8), edgecolor='w')\n",
+    "mapa = Basemap(projection='cyl',llcrnrlat=33.0,urcrnrlat=68.0,llcrnrlon=-15,urcrnrlon=30,resolution='i')\n",
+    "mapa.drawmapboundary(fill_color='w')\n",
+    "mapa.drawcoastlines(linewidth=0.6)\n",
+    "mapa.drawcountries()\n",
+    "\n",
+    "xv, yv = mapa(data_met['reclong'],data_met['reclat'])\n",
+    "\n",
+    "mapa.scatter(xv, yv, marker='.',c='#a10b38',edgecolor='None', label = 'Meteoritos')\n",
+    "#mapa.scatter(xr, yr, marker='.',c='orange',edgecolor='None', label = 'Encontrados')\n",
+    "plt.legend(loc='lower right')\n",
+    "plt.title('Europa', fontsize = 15)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "A pesar de que en Norte América hay 1801 meteoritos y en Europa (en la porción que seleccione) hay solo 419, si hay mas meteoritos vistos caer en Europa (302), en norte américa solo hay 179. Además de la porción tomada para Europa son mas los meteoritos vistos caer que los encontrados."
    ]
   },
   {
@@ -1802,7 +2111,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [
     {
@@ -1847,7 +2156,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
@@ -1893,7 +2202,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
@@ -1927,7 +2236,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [
     {
@@ -2049,7 +2358,7 @@
        "32086   5.91667 -73.00000   (5.916670, -73.000000)  "
       ]
      },
-     "execution_count": 24,
+     "execution_count": 32,
      "metadata": {},
      "output_type": "execute_result"
     }