diff --git a/doc/notebooks/09_tutorial_lees-edwards.ipynb b/doc/notebooks/09_tutorial_lees-edwards.ipynb
index e7c2397bcffe96d9a823c35815a35ead847192fc..b87022844593221f4f57fb7e0e76eeb9cd45db17 100644
--- a/doc/notebooks/09_tutorial_lees-edwards.ipynb
+++ b/doc/notebooks/09_tutorial_lees-edwards.ipynb
@@ -200,9 +200,9 @@
     "def init():\n",
     "    dh.fill(rho.name, 1.0, ghost_layers=True)\n",
     "    dh.fill(src.name, 0.0, ghost_layers=True)\n",
-    "    dh.run_kernel(init_kernel)\n",
     "    dh.fill(u.name, 0.0, ghost_layers=True)\n",
-    "    dh.fill(F.name, 0.0, ghost_layers=True)"
+    "    dh.fill(F.name, 0.0, ghost_layers=True)\n",
+    "    dh.run_kernel(init_kernel)"
    ]
   },
   {
@@ -235,24 +235,24 @@
     "        weight = np.fmod(shear_offset[0] + N, 1.)\n",
     "\n",
     "        # First, we interpolate the upper pdfs\n",
-    "        for i in range(len(pdfs[:, ghost_layers, :])):\n",
-    "\n",
-    "            ind1 = int(np.floor(i - shear_offset[0]) % N)\n",
-    "            ind2 = int(np.ceil(i - shear_offset[0]) % N)\n",
-    "\n",
-    "            res = (1-weight) * pdfs[ind1, ghost_layers, :] + \\\n",
-    "                     weight * pdfs[ind2, ghost_layers, :]\n",
-    "            pdfs[i, -ghost_layers, :] = res\n",
-    "\n",
+    "#        for i in range(len(pdfs[:, ghost_layers, :])):\n",
+    "#\n",
+    "#            ind1 = int(np.floor(i - shear_offset[0]) % N)\n",
+    "#            ind2 = int(np.ceil(i - shear_offset[0]) % N)\n",
+    "#\n",
+    "#            res = (1-weight) * pdfs[ind1, ghost_layers, :] + \\\n",
+    "#                     weight * pdfs[ind2, ghost_layers, :]\n",
+    "#            pdfs[i, -ghost_layers, :] = res\n",
+    "#\n",
     "        # Second, we interpolate the lower pdfs\n",
-    "        for i in range(len(pdfs[:, -ghost_layers, :])):\n",
-    "\n",
-    "            ind1 = int(np.floor(i + shear_offset[0]) % N)\n",
-    "            ind2 = int(np.ceil(i + shear_offset[0]) % N)\n",
-    "\n",
-    "            res = (1-weight) * pdfs[ind1, -ghost_layers-1, :] + \\\n",
-    "                     weight * pdfs[ind2, -ghost_layers-1, :]\n",
-    "            pdfs[i, ghost_layers-1, :] = res\n",
+    "#        for i in range(len(pdfs[:, -ghost_layers, :])):\n",
+    "#\n",
+    "#            ind1 = int(np.floor(i + shear_offset[0]) % N)\n",
+    "#            ind2 = int(np.ceil(i + shear_offset[0]) % N)\n",
+    "#\n",
+    "#            res = (1-weight) * pdfs[ind1, -ghost_layers-1, :] + \\\n",
+    "#                     weight * pdfs[ind2, -ghost_layers-1, :]\n",
+    "#            pdfs[i, ghost_layers-1, :] = res\n",
     "\n",
     "    return functor"
    ]
@@ -335,7 +335,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 3 Axes>"
       ]
@@ -390,7 +390,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA54AAAFlCAYAAACDRTcUAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAgAElEQVR4nOzdeXhd5X2v/fvR1mR5kGfLtiTL84AHbAtjxkCgKU0JgTC0SU5LptI2CbRJW0Jmkve0J81Jm5bTkeSk0JzmJG4TAoQkPeDE0CQYI2OQjedRkudR8qB5P+8fko0tbdmyLW1N9+e6cllaa+21HvxHy5dn/b47xBiRJEmSJKm7ZPT0AiRJkiRJ/ZvBU5IkSZLUrQyekiRJkqRuZfCUJEmSJHUrg6ckSZIkqVsZPCVJkiRJ3SoznQ8bPXp0LCkpSecjJUmSJElpsnr16kMxxjFtj6c1eJaUlFBWVpbOR0qSJEmS0iSEsCvVcV+1lSRJkiR1K4OnJEmSJKlbGTwlSZIkSd0qrTOeqTQ2NlJVVUVdXV1PL6VfyM3NpbCwkKysrJ5eiiRJkiQBvSB4VlVVMXToUEpKSggh9PRy+rQYI4cPH6aqqorJkyf39HIkSZIkCegFr9rW1dUxatQoQ2cXCCEwatQod48lSZIk9So9HjwBQ2cX8u9SkiRJUm/TK4Jnf/HEE0/w8Y9//ILX7Nmz58zvH/nIR1i/fv1FP2vFihXcfvvtF/05SZIkSUo3g2eatQ2e3/zmN5kzZ04PrkiSJEmSupfBs9Wdd97J4sWLueKKK3j88ccBGDJkCJ/97GdZsGABS5cuZf/+/QA8++yzXH311SxcuJBbb731zPHTjh8/zuTJk2lsbASgpqaGkpIS/v3f/52ysjLe//73c+WVV1JbW8tNN91EWVkZAD/96U9ZtGgRCxYs4JZbbgFg1apVXHvttSxcuJBrr72WTZs2peuvRJIkSVJvUL4Mvj4XHh3e8mf5sp5e0UXr8Vbbs33p2TdZv6emS+85Z8IwvviuKy543be+9S1GjhxJbW0tV111FXfffTcnT55k6dKl/Pmf/zkPP/ww3/jGN/jc5z7H9ddfz8qVKwkh8M1vfpOvfvWr/NVf/dWZew0dOpSbbrqJ5557jjvvvJPvfve73H333dx77738/d//PV/72tcoLS095/kHDx7k937v93jppZeYPHkyR44cAWDWrFm89NJLZGZm8sILL/CZz3yG73//+136dyRJkiSplypfBs8+BI21Lb9XV7b8DjD/vp5b10XqVcGzJz322GM89dRTAFRWVrJlyxays7PPzFEuXryY559/Hmj5Cpjf+q3fYu/evTQ0NKT86pKPfOQjfPWrX+XOO+/kX/7lX/jGN75x3uevXLmSG2+88cy9Ro4cCUB1dTX3338/W7ZsIYRwZhdVkiRJ0gCw/Mtvhc7TGmtbjhs8L01ndia7w4oVK3jhhRd4+eWXycvL46abbqKuro6srKwzLbGJRIKmpiYAHnzwQT75yU9yxx13sGLFCh599NF297zuuuvYuXMnL774Is3NzcydO/e8a4gxpmyk/fznP8/NN9/MU089xc6dO7npppsu+59XkiRJUu90ZH8Vuzet5mTFGhIH36S0upKU31tRXZXupV2WXhU8e0p1dTUjRowgLy+PjRs3snLlygteP3HiRACefPLJDq/73d/9Xd773vfy+c9//syxoUOHcvz48XbXXnPNNXzsYx9jx44dZ161HTly5DnPeuKJJy7hn06SJElSb9PYUE/V1nIOb11N095y8o5uYkLdVkZzjJGt1xxkBI1kk01D+xvkF6Z1vZfL4Ancdttt/NM//RPz589n5syZLF269LzXP/roo9x7771MnDiRpUuXsmPHjpTXvf/97+dzn/sc733ve88c+8AHPsAf/MEfMGjQIF5++eUzx8eMGcPjjz/Oe97zHpLJJGPHjuX555/n4Ycf5v777+ev//qvefvb3941/8CSJEmSLl/5spZXXqurWoLgLV9I+frr0YN72b1xFScqXidxYD0jT2ymqKmCyaGJyUBDzKQys5gd+UvZOnYOQ4qvZMLMUsaMndh+xhMga1DLs/qQEGNM28NKS0vj6QbX0zZs2MDs2bPTtoZ0+o//+A+efvppvv3tb6f1uf3571SSJEnqFVIEwpg5iEOlf8yuppE07l7L4KMbKKjbxliOnLnmEMPZkzuNU8NnkjlhPiOnLaJo2gKysnPO/6xOBNzeIISwOsZY2va4O57d5MEHH+QnP/kJP/7xj3t6KZIkSZK6WPL5L5LRpvQnNNUyZuX/YAzQEBNUJorZlV/KtjFXnNnFHD2ukNEX+7D59/XaoNlZBs9u8r/+1//q6SVIkiRJukzJ5mZ2b1/HgS2v0bD7DQYd2UBB7VYKOJTy+gjsuOf/UTh9AVNzcpma3uX2WgZPSZIkSQJO1BylamMZ1TvXEPatJb9mE0WNOykK9RQBTTGDykQhVUOvZHjtK+Q2tS8NDflFTJl7dfoX38sZPCVJkiT1P+eZi4zJJPsqt7B/cxl1lW+Qc3g9Y05toTDuY1brx2sYTGX2FMrH3kFi/DyGT1lE0cxFTB40mMmn798PSn/SxeApSZIkqX9pGwqrK2l+6qPseP4bNNTXUtiwjfGcYjyQjIE9GQXsz5tB5eg7yS26koLpiykomsYVGRkdP+P0zGUfKf3paQZPSZIkSf3C4f1V7Nm0ihkvfZKcpnOLfxKxkSk1q9icNZsNo95BHDeX4ZMXUjirlMKhw7mkb8XsB6U/6WLwBIYMGcKJEydYsWIFX/va1/jRj37U00uSJEmS1IFkU1NL4c/WMhqrWgp/JtRtZQxHGXWez4UQmPW5lWlbp97S94JnH/oOG0mSJEmXp/ZEDRUbX6V6x2vEfesYXr2RosYdZwp/GmOCykQRO/OXsG3sXIZMWsjsVx4mcXxPu3uF/Eva11QX6FvBM8W72jz7UMvPXRQ+a2pquOuuu9i0aRM33ngj//AP/0BGRgZDhgzhYx/7GC+88AIjRozgL/7iL3j44YepqKjgb/7mb7jjjjt44okneOqpp6ivr2fHjh28733v44tf/CKf//znGT16NH/0R38EwGc/+1nGjRvHQw891CVrliRJkvqUVJtJ8+7l0L4K9mxcxamK18k69CZjTm6msHkPM0MEoIY8KrOnUj723WRMmM/IqYspmnElU3LzmHL2/YfVWvzTy4QY44UvCmE48E1gLi1fTfMhYBPwPaAE2AncF2M8er77lJaWxrKysnOObdiwgdmzZ7f88pNHYN/ajm9Q9So017c/nsiBwqtSf6ZgHvzGV863rHNetb3ttttYv349kyZN4rbbbuP3f//3ueeeewgh8OMf/5jf+I3f4K677uLkyZM899xzrF+/nvvvv5/XX3+dJ554gk9/+tOsW7eOvLw8rrrqKp544glGjx7Ne97zHl577TWSySTTp09n1apVjBp1vhcBLt05f6eSJElSb1K+jPjsQ4SzQmGSwElyGcpbx/aEsewfNJ26UVeQU7SAghlXMb54OuF8hT9tnuObkukXQlgdYyxte7yzO55/C/w0xnhPCCEbyAM+AyyPMX4lhPAI8AjwqS5bcSqpQuf5jl+CJUuWMGVKy38vee9738svfvEL7rnnHrKzs7ntttsAmDdvHjk5OWRlZTFv3jx27tx55vO/9mu/diZQvuc97+EXv/gFf/zHf8yoUaNYs2YN+/fvZ+HChd0WOiVJkqTepO7UCSo2lnFsWxnsK2fh4efIoumcazKIZIfIyukPM3TyIgpnXsWEkaOZcDkPtvinV7lg8AwhDANuBD4AEGNsABpCCO8Gbmq97ElgBZcbPC+wM8nX57a8XttWfhF88LnLevRpIYSUv2dlZZ35OSMjg5ycnDM/NzU1XfDzH/nIR3jiiSfYt28fH/rQh7pkrZIkSVJvUn3kIFXrV3Ji52oSB9Yx+sQmCpurmBGSQMurspltQudpObGepe/7bDqXqzTqzI7nFOAg8C8hhAXAauCPgHExxr0AMca9IYSx3bfMVrd8odvf1V61ahU7duxg0qRJfO973+OBBx64qM8///zzHDlyhEGDBvHDH/6Qb33rWwDcddddfOELX6CxsZHvfOc7XbZeSZIkqUt14hXVmExycM8O9m5cRW3FGnIOr6Pg1GbGx4Pkt15zgJHsGTSDvSNvJafoSsbNuJoJJTMIfzu/g80ki3/6s84Ez0xgEfBgjPGVEMLf0vJabaeEEB4AHgAoLi6+pEWekYYvab3mmmt45JFHWLt2LTfeeCN33XXXRX3++uuv53d+53fYunUr73vf+ygtbXm9OTs7m5tvvpnhw4eTSCS6bL2SJElSl0lR5hmffYjDe3exq3E4jbvXMOTIeibWb2MsNYwFkjFQlTGB3UPmsnPMXAZPWsSEWUsYO66QlDtTadhMUu9zwXKhEEIBsDLGWNL6+w20BM9pwE2tu53jgRUxxpnnu9cFy4X6uCeeeIKysjL+7u/+rt25ZDLJokWL+Pd//3emT5/erevoT3+nkiRJSp/411cQaqo6PN8QM6nInMSRYbNIjptP/pTFFM2+iiFDh1/cgyz+6bcuuVwoxrgvhFAZQpgZY9wE3AKsb/3f/cBXWv98uovX3G+sX7+e22+/nbvuuqvbQ6ckSZLUGXWnTlCx4VWObnuVjL2vM7JmI1OaqiC0vzYC2+7+T4pnLGRaa9fJZbH4Z8DpbKvtg8C/tTbabgc+CGQAy0IIHwYqgHu7Z4l9xwc+8AE+8IEPtDs+Z84ctm/fnv4FSZIkScDJmqNUblhF9fZXSewrZ9TxjRQ1V54p/TnKUKpyplMfB5ObPNnu8yG/iGnzlqZ72epHOhU8Y4yvA+22S2nZ/ZQkSZKULhd4TbXm2CEq173MiZ2ryTxQzpgTGyls3sOs0DJid4jh7B40g1dH3kpO8UIKZl3N+KJpjMjIaD/jCc5fqkt0dsezW8UY230NiS7NhWZ2JUmS1IelKP9J/vBjbHtpGcfrGhh3ciMT436uaL18H6PZmzeDqtG3M6h4ERNnX8OYCcWM7ujfvdNQ5qmBqceDZ25uLocPH2bUqFGGz8sUY+Tw4cPk5ub29FIkSZLUxY4d3EPec4+QffZuJJCRbGD6oefZHcaxL28mFWPvJW/SIibOXkrBuIkUXOyDnL9UN+jx4FlYWEhVVRUHDx7s6aX0C7m5uRQW+h1IkiRJfVnNkQNUvPkrTmwvI+fgGxSc3MD42PG/L0cCE7+4mYlpXKN0MXo8eGZlZTF58uSeXoYkSZLUI44fO0zFmy9zYvurZB14g3En1jMx7mdu6/mqUMDuwXPZOW4Bi3f/H7LrDrW7R8h340G9W48HT0mSJKnf6aAA6GTNUSrWr6Rm26tk7n+dscc3UBT3nJnJ3BPGsjdvFrvG3sfQKVdRNOcaCkeN5UysLL/C8h/1SSGdZTSlpaWxrKwsbc+TJEmS0i5FM2wzGRxhOKPiUTJa22X3MZo9ebOoGzOPwZOvonDONYwaO6Fz97f8R71UCGF1jLHdN6K44ylJkiRdpuamRio2rubQpl8x/82vkpM8twAoQZL8cIKVRb9HXkkpE+dcQ8H44osv/gHLf9QnGTwlSZKkixCTSfbu2sS+Db+iseJVhh0up6RhC5NDA5OBjt4nzI6NXPvh/5nOpUq9hsFTkiRJA1MnX1k9dnAPFet+wantq8g79AbFtRuYwHEmAHUxix3Z03h93F1kFpVSMOc6Cp+5r+WebVkApAHM4ClJkqSBp+0cZnUlPPsQDfW1bI8FVG95hcx9rzH+xHomxP0MB5IxsCtRzKbhNxAnLGbUjGuYNLuU2Tk55977li9aACS1YfCUJEnSwLP8y+cGQ4DGWrJ+9BCzQsuvexnNnsFz2DXutxk67WomXXENk/NHcsEvAjy9a2oBkHSGwVOSJEkDQvWhvewqf4lT21/m6upKQqqLAqy57h8pnHs948cXM/5SH2YBkHQOg6ckSZL6nabGBio2lHFo43+RsXs1BTXlFMa9zAeaYgZNIZMsmtp9LuQXsfDX3pf+BUv9nMFTkiRJvd8FioCO7K+ksvxFane8Qv6hNUyq38yUUM8U4BDDqci7gopx9zBs+rVMnncdg3f8p3OYUhoZPCVJktS7pSgCSj79cba//DTVJ2uZcHwt4+MBRgINMcGOrKmUj72DRPHVTJh7IxMmTWd0Rsa593QOU0qrEGNH3zTU9UpLS2NZWVnanidJkqS+r/lrs0mc2JPy3H5GUTX4CuoLShkx81pK5l7LoLzBaV6hpNNCCKtjjKVtj7vjKUmSpF4jJpPs3raWvWt/Tqh8hXHHXqcopg6dkcDYL25jXEhZEySpFzF4SpIkqcc01NWyc+0vObrxv8jZu4pJp9ZRSA2FwFGGsnPQXMY0Hie36Xi7z4b8QjB0Sn2CwVOSJEldr4MyoJrD+9n5+s+o3fYrhh1czZSGzcwIjQBUhglsyb+WZNE1FMx9G8XTF7AwkdF+xhMsApL6GGc8JUmS1LVSBMVmEhwhnzEcAVpKgLZnTefoqIXkTL6WogU3MWZ88fnvaRGQ1Os54ylJkqRuFZPNVG56jXHP/Ak5TbXnnEvQTD4neHnSRxk68wamLLiBWYOHdv7m8+8zaEp9mMFTkiRJlyTZ1MTODas4tHY5WbtXMvnkGxTTfhbztGwaueaD/yONK5TUWxg8JUmS1CnNTY3sXPcyh9b9jNw9LzPlVDlTOMUUYHcYx+b864iTrmPxtr8n8+S+9jfIL0z7miX1DgZPSZIktWgzR9n0tk+zvXkcRzf8nLw9K5lSu46poY6pQEWYwPoRbyeUXE/hlbcycdJ0Jp65T4FlQJLOYfCUJEkSlC8jPvMQ4fRsZnUliac/yozWbyvZmVHE2tG3kZh8A8ULb6V4YgkdVgGdnsW0DEhSK4OnJEnSAJVsamLHm7/icPnzXLntH8mm8ZzzIUB99giOf/iXlIybSMnF3NwyIElnMXhKkiQNEDGZZPe2cva89p9kV7zE5JNrmMpJpgIdfcFeTsMxcsZN7OCsJHWOwVOSJKkvu8D3Wx7cvY2Ksh/D9pcori6jkCMUAnsZw8bhbyNMeRslpe9k7PfeCdWV7e9vIZCkLmDwlCRJ6qvKl51b4lNdSXzmQXa98RIHqo8z4fAqCuMexgBHGMb2IYvZNukGJiz8dYqmzGF8RsZb97rlCxYCSeo2Bk9JkqS+avmXzw2KQGiqo2TbtxkTc9kyaAGVhb/N6Pm/ztQrrqI0kej4XhYCSepGBk9JkqS+JEb2bFvH7rJnKK2uJKS6hEDWZyq4Mifn4u5tIZCkbmLwlCRJ6uVOHT/K1ld+TN3G5yk8/CsmxP1MAJrIIJNku+tDfiHZFxs6JakbGTwlSZJ6UopyoDj3HnatX8X+137E0N0vMr3uTeaHZk7GHDbnLWLXpA9ReNW7KDz5pnOZkvqEEGNH5dldr7S0NJaVlaXteZIkSb1a23IgoJkMTpLDMFqObcuYzP6x1zP0il9n+lW3kps7qP09nMuU1EuEEFbHGEvbHnfHU5IkqQfEZJLmn36WzDblQAmS5IQkr8z/75QseRdTJ5Yw9Xw3ci5TUh9g8JQkSUqThrpaNr/yY06t/RGTDr/EuHgo5XU5sYGr73owzauTpO5j8JQkSepGxw7uYduvvk/Glv9k5vFVzA31nIo5bMxbzPCmRnIaq9t/KL8w/QuVpG5k8JQkSbocKWYsK7KnsnfVUwyvfIHpDRtZHCIHGEn5yNvImfubzFz6ThYNHppyxtNyIEn9kcFTkiTpUrUNjtWVJH/wexQDxcCWxFRWFn2YUYvvZPr86xibyDj386dnMy0HktTPdSp4hhB2AseBZqApxlgaQhgJfA8oAXYC98UYj3bPMiVJknqXhrpaeO5TZLcpB8oA6jLzOXL/z5leNJXpF7qR5UCSBoCL2fG8OcZzJuAfAZbHGL8SQnik9fdPdenqJEmSepG6UyfY9IunaF73Q2bU/JIh1Ka8LrephglF5+2ilaQB5XJetX03cFPrz08CKzB4SpKkvqqD78OsO1nNhv/6AfHNp5lV8ysWhHqOMYQ3h9/MwtqVZNcfaX8vy4Ek6Rwhxnjhi0LYARwFIvDPMcbHQwjHYozDz7rmaIxxRIrPPgA8AFBcXLx4165dXbZ4SZKkLpGi5Kc5I4vKzCkU1G8nNzRymHy2jLiJQVfexeyl7yQ7J6fjcqB3Pebrs5IGpBDC6hhjadvjnd3xvC7GuCeEMBZ4PoSwsbMPjjE+DjwOUFpaeuGUK0mSlG7Lv3xueAQSyUaKGrawavRdDFl0N7OXvIOlWVnnfs5yIEnqlE4FzxjjntY/D4QQngKWAPtDCONjjHtDCOOBA924TkmSpC7X1FDH+v96innVlYQU5zOIXPPgt85/E8uBJOmCLhg8QwiDgYwY4/HWn98BfBl4Brgf+Errn09350IlSZK6Qkw2s6VsOdWr/o3ph15gPidoJpCg/YtZwVlNSeoSndnxHAc8FUI4ff13Yow/DSG8CiwLIXwYqADu7b5lSpIkdVIHJUGVm15jz3/9K8W7n2NGPEBtzGbd0OtJXPnbzBvZROInf9J+VvOWL/TcP4ck9SOdKhfqKqWlpbGsrCxtz5MkSQNMqpKgkMkhRjAuHqQ5BtblLqJu9t3Mvvm9DMsfee5nndWUpMtyueVCkiRJvV+qkqDYxEiO8qvpf8a0m3+XBROKU3/WWU1J6jYGT0mS1C/sWv8KxR2UBGXRzLXv/1za1yRJamHwlCRJfdbJmiNseP4J8jf8X6Y3bSZGSJk8LQmSpB5l8JQkSb1bm9nL+PbPs7VxFNW//N/MObKc0lDP9oxJ/Gr6nzGvZCxDV3zBkiBJ6mUMnpIkqfdqWxZUXUl86veZTuRkzKF8xK+Rf92HmLX4ZqZkZLRcM3S4JUGS1MsYPCVJUu+Voiwog0hdVj7NH3+dpWe30p5mSZAk9ToZPb0ASZKktpoa6nn9J/+bWF2Z8nxuY825X4UiSerV3PGUJEk9I8X3ZlZPuJ5Nz/0dJTu+y5UcpokMMkm2/6xlQZLUpxg8JUlS+qWY3Wz+wR+QFyNLQpLy7IVUlv45V44BfvwJy4IkqY8zeEqSpPRLMbuZoJnGxCB23f0j5l9RetaJhGVBktTHGTwlSVJaNTXUk6iuTPl1m7nJOqadHTrBsiBJ6gcMnpIkKS3qa09Q/uzfU7ThGxR0dJGzm5LULxk8JUlS12pTGlR/3Sd5Y/NOpm59kqs4xobM2ZyacgeTd3yH4OymJA0IBk9JktR1UpQGZf/4EywBynMWsfuGP2Hete8kZGRA+VJnNyVpgDB4SpKkrpOiNCgADYPGMP9TPz/3Wmc3JWnAyOjpBUiSpP6h9kQ1sboy5bns2kNpXo0kqTcxeEqSpMvS2FBH2bKvUPu1eSmbagFLgyRpgPNVW0mS1HlnFQfF/InsGnkD2Tt/Tmncx7qseZyccwtF6//53NdtLQ2SpAHP4ClJkjqnTXFQqK6ipPr/sp/RvHbDN1h48z0tpUFTr7A0SJJ0DoOnJEnqnBTFQQBj83MZd8tZwdLSIElSG854SpKkCzpZfaTD4qBQvTvNq5Ek9TUGT0mS1KGYTLLmR/9E3dcXQuzgIouDJEkX4Ku2kiTpLWeVBzXljWF/fTYLm6vYlJhO3bwPMvHNf7I4SJJ00QyekiSpRZvyoMxTB5gAbJ74HqZ96JskEgmYMsfiIEnSRTN4SpKkFinKgwIw48SrkEi0HLA4SJJ0CZzxlCRJ5y0PoroqvYuRJPU77nhKkjTQnDXHSX4hVRPfSdaG75MXadnibMvyIEnSZXLHU5KkgeT0HGd1JRChupLC9f9MRmxm98I/bikLOpvlQZKkLmDwlCRpIEkxxwkwalgehXd+Cd71GOQXAaHlz3c95kynJOmy+aqtJEkDSKyuSvk2bUbNnpYfLA+SJHUDdzwlSRogag7tozFkpT7pHKckqRu54ylJUn91VolQ46DRxNpaMmIjzRmZJGLTW9c5xylJ6mbueEqS1B+1KRHKqj3IUE6wf/EnSdz1j85xSpLSyh1PSZL6oxQlQhnAxG3L4I51Bk1JUlq54ylJUj8Uq6tSn+jouCRJ3cjgKUlSP1OxcTXNKbtrsURIktQjfNVWkqS+7qwSoYbckYyuq+EUOQxJJMlorn/rOkuEJEk9xB1PSZL6sjYlQtl1h8mlieYbP03Gu//OEiFJUq/Q6R3PEEICKAN2xxhvDyGMBL4HlAA7gftijEe7Y5GSJKkDKUuEIiPe+AZ8whIhSVLvcDE7nn8EbDjr90eA5THG6cDy1t8lSVI6WSIkSeoDOhU8QwiFwG8C3zzr8LuBJ1t/fhK4s2uXJkmSUipfBl+fS3x0OLGjaywRkiT1Ip3d8fwb4GEgedaxcTHGvQCtf45N9cEQwgMhhLIQQtnBgwcva7GSJA14Z810BiKB2D58WiIkSeplLhg8Qwi3AwdijKsv5QExxsdjjKUxxtIxY8Zcyi0kSdJpKWY6A0BIYImQJKm36ky50HXAHSGEdwK5wLAQwv8B9ocQxscY94YQxgMHunOhkiSJjmc3YxIePZbetUiS1EkX3PGMMX46xlgYYywBfhv4WYzxvwHPAPe3XnY/8HS3rVKSJAFQnzUs9QlnOiVJvVinv04lha8Ay0IIHwYqgHu7ZkmSJOmM8mUtr9dWV9GQM5yshmqaQwaJs2sXnOmUJPVyFxU8Y4wrgBWtPx8Gbun6JUmSJOCtIqHWmc7s+qMkQyB55ftJ7FjR8tptfmFL6HSmU5LUi13OjqckSepOKYqEMohk7FgBn1jXM2uSJOkSdPbrVCRJUrp1VCTU0XFJknopg6ckSb1UzJ+Y+oRFQpKkPsbgKUlSb1O+DL4+N/XOpkVCkqQ+yBlPSZJ6k7MKhULroUggECG/yCIhSVKfZPCUJKk3SVEodCZ0WigkSeqjfNVWkqReJFooJEnqhwyekiT1Ig2JvNQnLBSSJPVhvmorSVJPK18Gy79MrK4iO0aSIZBBfOu8hUKSpD7O4ClJUk9qWyYUgJAJuUOh9mjLTqeFQpKkPs7gKUlST0pVJhQbIXswfGpHDy1KkgS/2DgAACAASURBVKSu5YynJEk9yTIhSdIAYPCUJKknlC+Dr88lnj3LeTbLhCRJ/Yiv2kqSlG5t5zrbskxIktTPuOMpSVK6pZjrPCO/CN71mGVCkqR+xR1PSZLSrcP5zQCfWJfWpUiSlA7ueEqSlG4dzW861ylJ6qcMnpIkpVP5MpL1x9tXCjnXKUnqx3zVVpKkdGktFcpoO985aCT8xl861ylJ6rfc8ZQkKV06KhXKHmzolCT1awZPSZLSpaNSoQ7LhiRJ6h8MnpIkpUlj3pjUJywVkiT1cwZPSZK6W/ky+PpcMk8dsFRIkjQgWS4kSVJ3ai0UorGWcOZgACLkF7WETuc7JUn9nMFTkqTulLJQqDV0fmJdjyxJkqR081VbSZK6k4VCkiQZPCVJ6jbly4ihg/9Xa6GQJGkAMXhKktQdWmc7Q2xuf85CIUnSAGPwlCSpO6Sc7QRCAt71mIVCkqQBxeApSVJ36GiGMyYNnZKkAcfgKUlSN4jDJqY+4WynJGkAMnhKktSVypfB1+dCTYodT2c7JUkDlN/jKUlSV2ktFKKxltB6KBIIp7+385Yv+JqtJGlAMnhKktRVUhQKnQmdn1jXQ4uSJKnn+aqtJEldpaNCoY6OS5I0QBg8JUnqKh0VB1koJEka4AyekiR1hfJlJOuOE9set1BIkiRnPCVJumytpUIZbeY7GTQSfuMvLRSSJA14F9zxDCHkhhBWhRDeCCG8GUL4UuvxkSGE50MIW1r/HNH9y5UkqRdKUSoEQPZgQ6ckSXTuVdt64O0xxgXAlcBtIYSlwCPA8hjjdGB56++SJA08lgpJknReFwyescWJ1l+zWv8XgXcDT7YefxK4s1tWKElSb1W+DL4+l9h+srOFpUKSJAGdLBcKISRCCK8DB4DnY4yvAONijHsBWv8c28FnHwghlIUQyg4ePNhV65YkqWe1znVSXUlIdd5SIUmSzuhU8IwxNscYrwQKgSUhhLmdfUCM8fEYY2mMsXTMmDGXuk5JknqXjuY6AfKL4F2POd8pSVKri2q1jTEeCyGsAG4D9ocQxscY94YQxtOyGypJ0sDQ4fxmgE+sS+tSJEnq7TrTajsmhDC89edBwK3ARuAZ4P7Wy+4Hnu6uRUqS1Ot0NL/pXKckSe10ZsdzPPBkCCFBS1BdFmP8UQjhZWBZCOHDQAVwbzeuU5Kk3qF8GSz/MrG6EuDc+U7nOiVJSumCwTPGWA4sTHH8MHBLdyxKkqRe6XShUGPtmcAZaQ2f+UUtodO5TkmS2rmoGU9Jkga0FIVCZ0Knc52SJHWoU622kiSJjguFOiwakiRJYPCUJKnzLBSSJOmSGDwlSbqQ8mXw9bnE6kpi23MWCkmSdEHOeEqSdD4WCkmSdNkMnpIknY+FQpIkXTZftZUk6XwsFJIk6bIZPCVJOh8LhSRJumwGT0mSUjmrUKgdC4UkSbooznhKktRWykKhQCBaKCRJ0iUweEqS1FbKQqFooZAkSZfIV20lSWrLQiFJkrqUO56SJEHL67XLvwzVVW99T2dbFgpJknRJDJ6SJJ010wktobNd+LRQSJKkS+artpIkpZzpBEKi5af8InjXYxYKSZJ0idzxlCSpo9nNmIRHj6V3LZIk9UPueEqSBrw4bGLqE850SpLUJdzxlCQNTK1lQrG6iiYSZLU970ynJEldxh1PSdLAc7pMqLqSQCSLJpIEGDQSZzolSep67nhKkgaeFGVCGUTIHgyf2tFDi5Ikqf9yx1OSNPB0VCbU0XFJknRZDJ6SpAGnLjEk9QnLhCRJ6ha+aitJ6v/OKhKqTwwmt/kEzWSQIPnWNZYJSZLUbdzxlCT1b22KhE6HzrD4Ay0lQpYJSZLU7dzxlCT1bymKhBIkYevz8Il1PbQoSZIGFnc8JUn9WrRISJKkHueOpySpf2md56S6iqYhBUAgk9j+OouEJElKG4OnJKn/OD3P2fpqbeaJvcQIyYwEGbH5ressEpIkKa181VaS1H+kmOcMATJy8y0SkiSpB7njKUnqN2J1FSHVidqj8Kkd6V6OJElq5Y6nJKlfOLR/D41kpT7pPKckST3KHU9JUt90VolQQ+4osupqyYiNNGdkkYiNb13nPKckST3OHU9JUt9zukSouhKIZNcdYignOXLVn5K46x+c55QkqZdxx1OS1PekKBHKAMZu+S7cvs6gKUlSL+OOpySpz4nVlalPVFeldyGSJKlTDJ6SpD7j6KH9rPqre1I314IlQpIk9VK+aitJ6r3OKhCqzxlBor6OhbGeraNvZmr1SkLTWa/bWiIkSVKv5Y6nJKl3alMglFN/hCHUcnTJJ5n24A8JdzxmiZAkSX3EBXc8QwhFwL8CBUASeDzG+LchhJHA94ASYCdwX4zxaPctVZI0kMTlXyK0KxCKjN38XfjNz7WETIOmJEl9Qmd2PJuAP4kxzgaWAh8LIcwBHgGWxxinA8tbf5ck6bJt37C646IgC4QkSepzLhg8Y4x7Y4yvtf58HNgATATeDTzZetmTwJ3dtUhJ0sBQU32EX/7jRyn67q8RO6oQskBIkqQ+56LKhUIIJcBC4BVgXIxxL7SE0xDC2A4+8wDwAEBxcfHlrFWS1N+0lgfF6ioasvKJjY1cx0nKRv0msxe9jcEvfvHc7+u0QEiSpD6p08EzhDAE+D7wxzHGmhA6LLM/R4zxceBxgNLS0ngpi5Qk9UOny4MaawlATuMxsgjsW/QJSu94tOWaYSPOtNqSX9gSOp3rlCSpz+lU8AwhZNESOv8txviD1sP7QwjjW3c7xwMHumuRkqT+p+k/P09mivKggm3/ATzacsACIUmS+oULzniGlq3N/w1siDH+9VmnngHub/35fuDprl+eJKm/OXJwH7/8x4+SOLEv9QWWB0mS1O90ZsfzOuB3gLUhhNdbj30G+AqwLITwYaACuLd7lihJ6pNa5zdPvyZbd92fsvrNTczb+QTXUEtDIpecZF37z1keJElSv3PB4Blj/AV0VC3ILV27HElSv3DW/CYA1ZXk/PiPuA54Y8i1jLj9/6O4cfu514DlQZIk9VMX1WorSVKnLP/yuYGSlv+C2ThoNAv+7CetR0rfutbyIEmS+jWDpySpS9XV1ZJTXZnyVZms2sPnHrA8SJKkAcHgKUnqEidO1FD+9N8ydcu/MK6ji5zflCRpQDJ4SpIuTpvSoFNLP8GajVuZvevbXMtxNmTPo2Ha3RRu+TbB+U1JkoTBU5J0MVKUBg366Se5LsDaQUs4dPOfMXvJO1qvvcr5TUmSBBg8JUkXI1VpUIDGvLHMe/j5c691flOSJLXK6OkFSJJ6v+bmZl5bvoxYXZnyfNapg2lekSRJ6kvc8ZQkdaim+gjrnvsnCrd8m0VxD80EEsT2F1oaJEmSzsPgKUlqVxh0cO6H2LJ5A/MOPMu1oZbNWTNZc+X/ZN74wfCTPzn3dVtLgyRJ0gUYPCVpoEtRGDT6F19iBIHy/FsYdtODzFh001vXZ2ZZGiRJki6KwVOSBrjm//cFEikKg8KQAhZ98vvtP2BpkCRJukgGT0kagJoaGyl/6Sni6idZdHIvhPbXJE7sS//CJElSv2TwlKT+qM3M5unXYat2bGLXC//MtN0/ZBGHOcIwGhJ55CRPtb+HhUGSJKmLGDwlqb9JMbPZ/MOPsvvpP6ewaRcTgDfzStm38FGuuOk+Mjc+c+71YGGQJEnqUgZPSepvln/53BAJJJKNTKCCspIHKLn1AeYVTXvr5Ol5TQuDJElSNzF4SlI/smfXVsZXV6Ya2SRBZMkHv5r6gxYGSZKkbmTwlKQ+7tjhg2z82bcZsuUp5tSvJaRKnUBwZlOSJPUQg6ck9XYpioLqpt/OuhXLCGv/g3knX2ZpaKIyYyKvTv59ZhQWMOKVv3RmU5Ik9RoGT0nqzVIVBf3gD0jGBKWhgcMM5/WCuxl17X9jyrzrKcrIaLlu7ERnNiVJUq9h8JSkXiwu/xKhbVEQzSQysnjz7U8w65rbWZKZ1f6DzmxKkqRexOApSb1Mc3MzG1Y9z/HX/oOl1VUpr8mJ9Vxxw11pXpkkSdKlMXhKUi/Q2NjAhpU/5eTrP2Da4RXM5Sj1MYvGjByyY337D1gUJEmS+hCDpySlS5uSoKa3fYZ11TnUlT/FjKMvMp8aamM2G4cupWrOu5l5w93k7Xj+3BlPsChIkiT1OQZPSUqHFCVBiWf+kCuBkzGXTfnXUnHFncy6/i4WDh721udOz2laFCRJkvowg6ckdbMjB/cy+Nk/I6dNSVAAGnJGkvmJdSzKHdzxDSwKkiRJfZzBU5K6WIyRnZveYO+qH5BfuZxZDW+SCDHltdn1R+F8oVOSJKkfMHhKUme1mdE8+5XXhoYGNr36PCfeeIbCgy8yOe5lMrA9MZmy4g+y6NCzZNUebH9PS4IkSdIAYPCUpM5IMaMZn3mI7Wt+zpFD+5lRs5J54SQNMZNNg65k35QPMuma9zClaDpTAMqvsSRIkiQNWAZPSeqM5V8+NzQCoamWqTu+w0iGsWXEDWTOficzrr2DeUNHtP+8JUGSJGkAM3hK0nkcrznKlld+wsLqSkKK85FA/ud2UJrZif9zakmQJEkaoAyeknSWZHOSbW+u4uCa5xi6+yVm1q9lUWgmGSGkSJ4hv5DQmdApSZI0gPlvS5IGhvMUAx05uI9tr/yIuOV5Jle/wnSOMh3YkShhzYT3MnTurzMjt4aMn/6pM5qSJEmXwOApqf9LUQyU/OHH2frzfyMe38u0xs1cFSLVDGHb0KuomHoLk5bczuQJk5l89n2ysp3RlCRJugQhxtTfLdcdSktLY1lZWdqeJ0kA8etzCdWV7Y9H2Jw9i2Pjb2DUle9kyvwbyfC1WUmSpEsWQlgdYyxte9x/w5LULx3cV8mOV39C3PYiS1KETgBCYOZnX0nvwiRJkgYgg6ekfqH62BG2vfpT6jf/jHGHVzEluYsxwHHyaAw5ZMf6dp8J+YXpX6gkSdIAZPCU1Lt1UApUV3uSLWU/4/jG5Yzc/zLTGjezKCSpi1lsHTSPVybcwej572Dy3GvJWP+Dc2c8wWIgSZKkNHLGU1Lv1bYUCGgOmezOmMjYpj3khkaaYgbbsmdybNw1DJtzK1MX3Ux2bl7qe1kMJEmS1K0uecYzhPAt4HbgQIxxbuuxkcD3gBJgJ3BfjPFoVy5Y0sDW2NgAP/kMWWfvUgKJ2MT45ipeK7iHQTPfztTSdzBz2MgL33D+fQZNSZKkHtKZV22fAP4O+Nezjj0CLI8xfiWE8Ejr75/q+uVJGijq6+vY9sYvOLb+5wze9wpTa9cxJNSmvDaLJFf/4eNpXqEkSZIu1QWDZ4zxpRBCSZvD7wZuav35SWAFBk9JF6Gu9hRb17xIzcYVDN33ClPr1zMntBQA7cooYsOYX2d+zYvkNKR4mcJSIEmSpD7lUsuFxsUY9wLEGPeGEMZ2dGEI4QHgAYDi4uJLfJykPiXFPOXJKbexbc0KTmx6kfz9rzCtYSNzQyPJGNiZOYm1Y+8gZ9oNlCy8lUljJzLp9H0sBZIkSerzOlUu1Lrj+aOzZjyPxRiHn3X+aIxxxIXuY7mQNACkCItJAskImSHSHAM7sqZyePRVDJp+IyULb2XYyA7/25WlQJIkSX3IJZcLdWB/CGF8627neODA5S1PUl8WY2Rf5Taqylcw/7XPkZM8dzYzg0hj5mA23PAYkxe+nWn5I5nW2ZtbCiRJktTnXWrwfAa4H/hK659Pd9mKJPV6TY2N7NxQxsH1L5K5exWFx99gPIcYD8QIhPafyWk+xbyb7kn3UiVJktQLdObrVP4vLUVCo0MIVcAXaQmcy0IIHwYqgHu7c5GSutkFXmc9cbyaHa+/xPEt/8WQ/auZXPcm00It04CDjKBy6AIqJyxh1JwbmfKzP2i5T1sWAkmSJA1YnWm1fW8Hp27p4rVI6gltZzKrK4nPPMiO119k/4lGRh1+jSlN25gXkiRjYFeimA2jf51EyVImzr+ZguKZjAlnbXGGL1oIJEmSpHNc6qu2kvqJ+MKXCI3nzmSGpjqmbP8/TIhZbM+ZzeqC3yVv2vVMWngTk4ePYfL5bnh6p9RCIEmSJLUyeEoDzKH9u6ksf5HaHa8w9NDrzK2vSjmTGQkkPlvFnOzci3+IhUCSJEk6i8FT6sca6uvZuX4VRzb9gsSe1Yw/vpbCuI/RQFPMYGfmZBoSg9q10AKE/EKyLiV0SpIkSW0YPKW+5AIlQAf2VFBVvoL6Xa+Qf+h1JjdsZkZoAOAQw6kcPJfdBb9F/oxrKZl3HdPyhqb83k1nMiVJktSVDJ5SX5GiBCj59MfZ+ssfUnOylokn1jKeg4wFGmKCnVnTKB93J1klSymcdwNjC6czOqR4p9aZTEmSJHWzEGNM28NKS0tjWVlZ2p4n9RcxmaT5r2aReXJ/yvP7GM2eoXNpLFjMiJnXMWnuUnJyB6d5lZIkSRroQgirY4ylbY+74yn1Qgf3V1K19pfU7XyVvEOvM6luI8M5kfLaSKDg0W0UpHmNkiRJUmcZPKUeduL4MXaufZnj21aSvX8NE06sZzwHGQM0x8CuzElsHnkzC46/RE5jdbvPh/zC9C9akiRJuggGT6k7dFAC1FBfz64NZRzespKwezVjatYxqbmCuaHllfc9YRx7h86lomAh+dOuZtIV1zJlyDCmnL6nJUCSJEnqg5zxlLpaioDYTIJ9GeMY1XyQ3NAIwDGGUjFoNqdGLyBvyhKK5l7PiDETLnxvS4AkSZLUSznjKXWjmEyyt3Ireze8zBWvfprc5nO/FzNBM2OTB3it4B6yikspmHM94yfNZH5GxsU9aP59Bk1JkiT1OQZP6SLFZJL9e3ayZ/2vqNtVxuDDaymq28wEapgAxAik+NaSLJq5+g//Od3LlSRJknqcwVMDVydfWz24t4KqN39F7a7V5B0qp7B2IwUcowBoihlUZBazbcQNbB2/gBHTrmbaio9Cze72z7MESJIkSQOUwVMDU9s5zOpKePYhjtccZXvjKE7ueJVBh8qZcGoj4zjCGCAZAxWJInbmX8328VeSP20Jk+ZczZS8oS3lP6dlPmoJkCRJknQWg6cGpuVfPjcYAjTWMvSFh1nQ+mtFxkSqhi1mZ8EC8qctoXjO1ZQMGU7Jhe59etfUEiBJkiQJMHhqgDi0t4Kq9S9zatdr5B5ax8JTlanGMInAhnd8h+K511A8bCTFl/pAS4AkSZKkMwye6ldiMsn+3dvZs2El9RVrGHR4HRNrNzGGo4xuvaYyTKAh5JAT69t9PuQXMefa30zvoiVJkqR+zuCp3usC5T8xmWTPzo3s2/QK9ZVrGHLkTQrrNlNADQVAcwxUJorYlb+E7QXzGTallOLZSygaNjLld206hylJkiR1D4OneqcU5T/Jpz/OzjU/Y/+pwNCj6ylu2MJETjIRaIwJKjInsW3EDWwpWMDwqaVMmrOEkryhqWcyncOUJEmS0ibEGNP2sNLS0lhWVpa256lvaqivJ/zNXLJqD6Q8Xx+z2JU1mWP5swnjFzBi2hKKZi0mJzcvzSuVJEmSdLYQwuoYY2nb4+54qkedOH6MyvWrqN6+moz95Yw4volJTbvICk0pr48EMj67mxnZOWleqSRJkqRLZfBU2hzaX8XuDa9watdrZB9cx5iTmylM7mV2aNl1P8owqnKm8drY32bh4R+R03Cs3T1CfiFZhk5JkiSpTzF46tKcp/gn2Zxk766N7N+8ivrK1xl0ZD0TarcwliNnmmX3hLEcyJvOnlHvYlDxQsbPupoxE0oYkZHRev+3Wf4jSZIk9RPOeOripWiEbQ5ZbB+yiIa6UxQ1bGNYOAVAU8ygKlHIoSEzaRo3j6EliymcczX5I8Z07jmW/0iSJEl9RkczngZPdVrNscNUbVjF1OUPkNNU0+58MsKWrJmtpT/zGTG1lKKZi8nNG9IDq5UkSZKUbpYLqdNiMsm+yq3s2/wqdZWvk3N4A+NObWZi3M+c83wuhMDMz61K2zolSZIk9Q0GzwGuob6Ois1rOLJ1Ncm9axlybANFDVsZz0nGt15TGSawf/AsKkffQ17xAq547YskTuxtd6+QX5jexUuSJEnqEwye/VEHs5HVRw5StWEVx3etIWP/Okad2ERR0y6mhWYA6mIWFVmT2TTyFmLBPPJLFlE0azFFw0ZQdPb9RweLfyRJkiR1mjOe/U35MuKzDxHOLv4hgxoGM4LjZ44dJp/dudM5NXIOWRPmM3paKYXT5pLIzOr0cyz+kSRJknQ2Zzz7qdqTx6nctJpj218j7lvLwkPPkk3jOdckSJIXGlhZ8iB5k65kwqwljC4oZtTlPHj+fQZNSZIkSZ1i8OwjYjLJwb272LvpVU5Vvk7WofWMObmFwubdzAgtu9YnYy5ZoTHl53NiA0vv/+/pXLIkSZIkAQbP9Ork66lnCn+2vUbz3rUMPbaBifXbGMtxxrZesyeMZf+gaewddRs5hQsYN72UgkkzCY8tgOrK9s+2+EeSJElSDzF4pkv5snMLeaor4dmHOFFzlB3JAk5WrCFx8E1GHd9MYXPlOYU/lVklbB1xI8lx8xhaspDCWVcxYfgoJqR6zi1fsPhHkiRJUq9i8EyT+MKXzin8AaCxliEvPMy81l8PMJK9uVN5beSNZE2cz+ipLYU/0ztb+ANv7aBa/CNJkiSplzB4doPqw/up2ljW8rUlB95kxPHNTGuqgtD+2gi8ecu/MnHWEsaOGX/mVdrLYvGPJEmSpF7E4HkZmpuaqNq2jkNby2jYvZa8oxsoqN3KOA6T33rNYfLZkzOVhphHTvJUu3uE/CLm3vDu9C5ckiRJktLI4HnaBYp/qo8comrTqxzfuYaMA+sYcXwzRY07mRQamQQ0xgRViUIqhy1kx5grGFy0gPGzrnrra0vazniCs5eSJEmSBoQQY0zbw0pLS2NZWVnantdpKUJhc0YW24Zdw6n6Rgpqt1LAwTPnjjKM3TlTODF8Fonx8xg5ZRGFM64kJzfvws9x9lKSJElSPxVCWB1jLG13/HKCZwjhNuBvgQTwzRjjV853fa8Nnl+fm/IrSGKEXYkiDg2eQePpXcyZpYwuKCZkZPTAQiVJkiSp9+ooeF7yq7Yh/P/t3V+IXGcZx/Hvj2gUEVulqX+yixskFxYJWEIoeCO0FRvb6IWWCGpQoRQsVFC0tdBrQdASWiqlFioWiqDiIpEaq7eRxGpbY1oNhda11cabKvSiBB8v5myZxNnsdM45s7Mz3w8ss+c975l5Bn4c9tnzzpnsAO4DrgfWgJNJVqvqz5OXuUVeWRs9nrBy959YmWoxkiRJkjRf2ly2OwCcrarnquo14FFge94l57KlkcPZYFySJEmSNL42jeduYHh96lozdoEktyQ5leTUuXPnLt49G669e3Cjn2He+EeSJEmSOtGm8RzxrZT83wdGq+qBqtpfVft37drV4uV6tO9muOkoXLYMZPB401Fv/CNJkiRJHWjzdSprwPLQ9hLwYrtyttC+m200JUmSJKkHba54ngT2JtmTZCdwGFjtpixJkiRJ0ryY+IpnVZ1PchvwGIOvU3moqk53VpkkSZIkaS60WWpLVR0DjnVUiyRJkiRpDrVZaitJkiRJ0qZsPCVJkiRJvbLxlCRJkiT1ysZTkiRJktQrG09JkiRJUq9sPCVJkiRJvbLxlCRJkiT1KlU1vRdLzgHPT+0F1aUrgH9tdRHSBsynZpXZ1Cwzn5pVZnN7e39V7bp4cKqNp7avJKeqav9W1yGNYj41q8ymZpn51Kwym/PJpbaSJEmSpF7ZeEqSJEmSemXjqXE9sNUFSJdgPjWrzKZmmfnUrDKbc8jPeEqSJEmSeuUVT0mSJElSr2w89bok70pyPMlfm8d3bjDv40meTXI2yR0j9n89SSW5ov+qtSja5jPJd5I8k+SpJD9Lcvn0qtc8GuNcmCRHm/1PJbl63GOlNibNZpLlJL9NcibJ6SS3T796zbs2585m/44kf0jyi+lVrS7YeGrYHcDjVbUXeLzZvkCSHcB9wA3AVcBnk1w1tH8ZuB54YSoVa5G0zedx4ENVtQ/4C3DnVKrWXNrsXNi4Adjb/NwC3P8GjpUm0iabwHnga1X1QeAa4CtmU11qmc91twNnei5VPbDx1LBPAg83vz8MfGrEnAPA2ap6rqpeAx5tjlv3PeAbgB8eVtda5bOqflVV55t5J4ClnuvVfNvsXEiz/cMaOAFcnuS9Yx4rTWribFbVS1X1BEBV/YfBH/e7p1m85l6bcydJloBPAA9Os2h1w8ZTw95dVS8BNI9XjpizG/jb0PZaM0aSQ8Dfq+rJvgvVQmqVz4t8Cfhl5xVqkYyTtY3mjJtTaRJtsvm6JCvAh4HfdV6hFlnbfN7D4ALHf/sqUP1501YXoOlK8mvgPSN23TXuU4wYqyRva57jY5PWJvWVz4te4y4Gy8keeWPVSRfYNGuXmDPOsdKk2mRzsDN5O/AT4KtV9e8Oa5MmzmeSG4GXq+r3ST7aeWXqnY3ngqmq6zbal+Sf60ttmiUNL4+YtgYsD20vAS8CHwD2AE8mWR9/IsmBqvpHZ29Ac63HfK4/xxHgRuDa8ruk1M4ls7bJnJ1jHCtNqk02SfJmBk3nI1X10x7r1GJqk89PA4eSHATeCrwjyY+q6nM91qsOudRWw1aBI83vR4Cfj5hzEtibZE+SncBhYLWqnq6qK6tqpapWGJw0rrbpVIcmzicM7qIHfBM4VFWvTqFezbcNszZkFfhCc4fGa4BXmmXi4xwrTWribGbwn+MfAGeq6rvTLVsLYuJ8VtWdVbXU/J15GPiNTef24hVPDfs28OMkX2ZwV9rPACR5H/BgVR2sqvNJbgMeA3YAD1XV6S2rWIukbT7vBd4CHG+uyp+oqlun/SY0HzbKWpJbm/3fB44BB4GzwKvAFy917Ba8Dc2hNtkEPgJ8Hng6yR+bsW9V1bFpvgfNr5b5m8MrJgAAAFRJREFU1DYXV5tJkiRJkvrkUltJkiRJUq9sPCVJkiRJvbLxlCRJkiT1ysZTkiRJktQrG09JkiRJUq9sPCVJkiRJvbLxlCRJkiT1ysZTkiRJktSr/wFmenpqIXicxwAAAABJRU5ErkJggg==\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
@@ -451,10 +451,10 @@
     "def init_2():\n",
     "    dh.fill(rho.name, 1.0, ghost_layers=True)\n",
     "    dh.fill(src.name, 0.0, ghost_layers=True)\n",
-    "    dh.run_kernel(init_kernel)\n",
     "    dh.fill(u.name, 0.0, ghost_layers=True)\n",
     "    dh.fill(F.name, 0.0, ghost_layers=True)\n",
-    "    dh.cpu_arrays[F.name][N//3, 1, :] = [1e-2, -1e-1]"
+    "    dh.cpu_arrays[F.name][N//3, 1, :] = [1e-2, -1e-1]\n",
+    "    dh.run_kernel(init_kernel)"
    ]
   },
   {
@@ -471,7 +471,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 3 Axes>"
       ]
@@ -500,7 +500,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA48AAAF0CAYAAACDowz8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAADcxUlEQVR4nOzdd3gUVdsG8PukNwKETuid0CEUQVQ6KigWxNcGSBEBRRCwgQUbSBWliPQmTXrvhg6hBwIkQAghCem9bTnfHwn5ErI7M4RNsoH7d11zhew+88zZyQ6zz86Zc4SUEkRERERERERKbIq6AURERERERGT9WDwSERERERGRKhaPREREREREpIrFIxEREREREali8UhERERERESqWDwSERERERGRKhaPREREREREpIrFI1EREkKUFEJIIUTZHI95CSHuCyHci7JtREREREQ5sXgkKkJSyngAIQC8cjz8M4ApUsqEomkVEREREVFeLB6Jip4fgIYAIIRoA6AlgDkPnhRCNBJCGIQQVYqofURERERELB6JrIAf/v/K468AvpdSpud4/gsAK5BVYBIRERERFQUWj0RFzw+AlxCiK4BKAJY/eEII0RRAGIA9YPFIREREREWIxSNR0Xtw5fEXAF9LKQ05nhsNYAqAq2DxSERERERFyK6oG0BEuAqgIoBgKeXmBw8KIZoD6ABgNQDbrIWIiIiIqEiweCQqYlLKVJguDL8E0FZKGQsAQojThdowIiIiIqIc2G2VyAoJIVoBSH1QOGZJE0KUKao2EREREdHTTUgpi7oNREREREREZOV45ZGIiIiIiIhUsXgkIiIiIiIiVSweiYiIiIiISBWLRyIiIiIiIlJVqFN1lC1bVtaoUaMwN0lPKZ1Oh7CwMERGRsLW1hZ169aFq6trUTeLiCzs7NmzUVLKckXdjuLMzslVOrp5FHUznjjCaOqxvIMU6p2EyfWrl4/I81i03i3PYwlJLnm3o9fWHpgYM1FoHUfRwuMtmt4LhbNtopxSokMsel7p0clVRscY8r3+2Uvpe6SUPS3VnsdVqMVjjRo14OvrW5ibpKdMfHw8pk2bhr/++gsffvghzpw5g+DgYEgpkZCQgK+++goDBgyAEI90miIiKyWEuFPUbSjuHN080PCV0UXdjOLDVMFlojCzzcgbaJ+cNzCurumPYnM/+TPPY8ujOuR5bN/Jpnkec4zKO3WwXWrebdhkmHjMVOFpyPtaTBbHpoo6jY9pLlotsT6RgrNLPrfoeSUqxoBTe6rke337SjfLWrA5j43dVumJkJaWhunTp6N+/fqIiIjAH3/8gfj4ePj5+SEwMBAAsHr1agwcOJCF4yPYt28fjh07hrt370KvN/GJgoiIiIieGiweqVjT6/VYtGgR6tWrh+3bt+P555/H5s2bMXv2bNSvXx9HjhzByJEjce7cOXh7exd1c4sFo9GImzdvYvPmzZgxYwaeffZZVKtWDZUqVcKyZcvAuWGJiIiItJIwSGO+F2tTqN1WiSxFSol169Zh7NixkFIiOTkZBoMBHTp0wIwZM+Dp6Zkd98cffxRxa61XbGwsLl++jEuXLmX/vHLlCsqXL4+mTZuifPnyKFmyJEaPHo1Ro0ahVKlSRd1kIrIwmwyJEndN9F+0dhq/xxKmvvAy2e3RxIOmumuaeMwmLW/PDNu4JBPbzbtualnPvHEAPjg+KO/qhrw9Z2xT8l4HsEvJm88hIe+2TXVltUs38fr0GveDiTit3XxN7RvATHdUE/eOal6XqJBJAMYn6EZdFo9UrGRkZGD69OmYMWMG4uLi4OXlhaFDh+K1115D5cqV88Szi2omnU6H69evZxeID4rFpKQkNG3aFE2bNoW3tzc+/PBDNGrUCG5umYMy3Lp1C7NmzULp0qWzcxmNRgghuG+JiIiINDDC+q4g5heLR7J66enp2LdvH+bNm4d9+/bB3t4e7733Hr7//ntUqlQJQGZBM2fOHJQqVQo1a9ZEzZo1UbFixaeuwJFSIjw8PFeBeOnSJQQGBqJmzZrZheLIkSPRpEkTeHp6Ku6jWrVqZf87LS0NTk5OSEpKwosvvghXV1e0atUKLVu2RJs2bVC9evXCeIlEREREVERYPJJVSktLw969e7F+/Xps27YNjo6O0Ov1mDZtGkaMGAFbW1ukpaXh0qVLuHr1Kq5evYp169bh+vXrAIBWrVrh119/Rbdu3Yr4lRSclJQUXLlyJc/VRAcHh+wisXv37hg7diwaNGgABwcHs7mMRiOio6MRFhaGsLAwhIeHZ/8MDQ3FvXv3cOnSJSQnJ8PW1ha2trZIT0/HtWvX4Obmho4dOxbiKyciIiIqHiQkDE/QeBEsHslqpKamYvfu3diwYQN2796Nxo0bQ0oJBwcHvP/++/Dy8kJgYCDeeOMNXL16FWFhYahTpw68vLzg5eWFdu3awcPDAxMnTkTPnj2fmKuORqMRQUFBea4mhoaGomHDhtmFYp8+fdCkSROUKVMme920tDSEh4fj3LlzuYrCh/8dHR0NNzc3lChRAo6OjhBCQK/XIzk5GXFxcXB0dESpUqWQlJSEKlWqoHHjxnj33XfRt29f2NrmHRKeiIiIiDLxnkciC0lJScGuXbuwfv167NmzBw0bNkTNmjVRvXp1nDx5Ei4uLtDr9fDx8UFUVBS8vLwwePBgeHl5oXr16rkKl/DwcFSoUKFYF40PBrDJeTXx6tWrKFeuXHaR2K9fP4wfPx5OTk6IiIjILgK3b9+Ov//+O1dhqNfrUb58eZQqVQouLi6wt7eH0WhEeno6EhMTERMTg7i4OHh6eqJatWqoVq0aqlevnuvfVatWhYuLC7Zv3w69Xo/evXuzYCR6gtjoDHAMTSjqZijTOECKyUFXTDwmDCbuPzKaeMxUnE6XdxMpeUee0Scl53nMrkbVPI85R5mePNzN1zlvE018ajM16I1DorY5Ju1S8j5mm573MZuMvG200eeNMzWIjqn9qjUu8/G8D5keBOkxPpw/QVeFyPpIAAYWj0T5FxISgiVLlmDLli3w8/NDiRIlYDQaYTAYEBISgvPnz6N169ZYtmwZ2rdvjypVqsBoNGLFihWYN28ennnmGSQlJcHW1hbVqlXLLhYrVqxYxK9MO51Ohxs3buS5mpiQkIDatWujUqVKKF26NJo0aYJGjRohOjoaoaGhOHfuHCIiIlCiRAlUrFgRFStWhLu7O5ydnWFjkzniXqlSpSCEgK2tLUJCQhAbG4sSJUrAw8PDZIFYsWLF7HWV9OrVy+TjFy9exLp16/Dcc8/hmWeegbu7u0X3FREREVFxxiuPRBpERkZm34944cIFHDt2DIGBgcjIyEDJkiVRu3ZtvPPOOyhXrhz8/Pxw5MgRuLq6okWLFsjIyMCMGTMwYcIEREdHIzU1FSVLlkRERATOnDmDixcvIj09Hf369YOTk1NRv1SzjEYjAgMDcfToUZw5cwZXrlzBzZs3ERkZCVdX1+y2p6SkICMjAxUqVICjoyMcHBzg7u4ODw8PODg4oFq1amjUqBGSkpIQFRWFkJAQBAcHIyAgAOXKlcsuBqtXr56rMKxWrRpKlCihqa1SSqSmpiI+Ph7x8fFISEgw+fPhx+Li4nD69Gn88ssvsLW1xfDhwzFp0iRO60FERET0hGHxSPkipcwuZAICAnDhwgX4+/vj5s2buHv3Lu7fvw+j0Qh7e3tkZGRAp9PB1tYWUkqULl0aZcqUgY2NDc6cOYPbt2+jdOnSEELAzc0Nnp6eeP7551GvXj2UKVMGHh4ecHV1xYULF7Bx40YMGDAAtWvXLtLXbzAYEBkZmauLaHBwMK5evYpbt24hNDQUsbGxSEtLgxACLi4uKFOmDKpUqYJu3brBy8sLlStXhrOzM/R6PdLS0hAZGYm7d+8iODgYQUFB8PHxgU6ny3O18MHIptWqVUOlSpVgZ2cHvV6fp6i7desWzp8/r7kITEpKgrOzM0qWLAl3d/dcP3P+u2bNmrl+z8jIwCeffIJ33nkH7733HurUqZO9nzIyMvDee++hUaNG6NGjB1q3bp2ry2tiYiIcHBzg6Ohodl9LKYt1V2QiIiJ6ekngiRowR8hCfDHe3t7S19e30LZXWAwGAwwG0/cs5JSRkQG1/W00GqHLcT/Fw/EPftfpdNDpdDBm3SPwoNun0WiElDL795SUFKSnpyMtLQ0ZGRmIjY3FjBkzUKdOHTRu3Bhly5ZFSkoK4uLisguKpKQkBAQEICIiIvs+ubS0NKSmpmbnefj12tjYwM7ODjY2NpBSZu8TW1tbCCGg0+my5wZ0cHCAnZ0d0tLSYGtri3LlyqFUqVK4efMmUlNTUblyZbzxxhsYO3YsqlWrpulvYCmpqanZg8g8POpoztFHH3QFdXJygtFoREpKClJTU1GpUiXUrVsXTZo0QfPmzVGzZk2kp6cjODgYwcHBuHPnTva/7927Bw8PD3h6eqJixYrZ+8Hd3R0uLi5wcHDILgrj4uIQGxuL2NjY7IIvMTERCQkJSExMBAC4urrCxcUFTk5OcHFxgbOzMxwdHbOvZDo4OMDe3j57tFRbW1vY2Nhk/42klNDpdNDr9dDpdEhLS4Ner88u/h/8W6/XZy8PnjMYDNkxD9Z/8O+c7+EH96x6enrCaDQiOTkZo0ePRvv27dGpUyd07NgR5cqVy/U3Wbp0Kfz8/NCtWzd06tQJpUqVyvP+u3z5MmbMmIFu3bqhW7du8PT0REZG3knPv/32W9ja2qJbt25o3759duGdU3BwML755ht07twZPXr0QI0aNaDT6fIci3/++SdCQkLQvXt3PPfcc3B2ds517AJAfHw8PvnkEzzzzDPo0aMH6tevn32c5rRu3TocP34cPXr0wPPPP4+SJUvmyaXX6zFixAg0aNAA3bp1Q/PmzbOPtZz+++8//PPPP+jWrRs6d+6MChUqmNwX48ePR8mSJdGtWze0bdsW9vb2eWJu3LiBH374Ad27d0ePHj3MHo+//PILYmNj8eKLL+KFF14w2RsgMjISQ4cORefOnfHyyy+jfv36Jr8U+Ouvv+Dr64vevXuje/fuqt2ghRBnpZTeikGkqKRzJflMrYFF3QxlxfCeR4PGex6TvMrn3QaAuDp5v9/nPY9Z6/OeRypAe67+atHzSrNmDnLXzrL5Xt+zSphVnedYPFrAkiVL8Mknn6jGpaam5vnQWFwJIWBjY5Prg2vJkiVRqlSp7CKqYsWKcHJyQlpaGvbs2QMnJyd0794dvXr1wq5duzB06FD06NEDQggkJyfjxx9/xCuvvIJ27drBxsYG//zzD8qVK4euXbuabUd8fDymT5+OSZMmKbb3/Pnz+PjjjzFixAj07dvXbFfXTz/9FHv37kXFihWzX8PDP93c3NCtWzc0bdoUTZo0yR7IplatWrmuqk2bNg2LFy82OxCNp6cn7O3tUbduXej1+jxX+3Je9QsICMDatWthb28Pe3v77GLQ0dERTk5O2YXhlStXkJSUlP2h/EHBnnN5MGCOub/rA4X5fwM9fezs7ODg4JCngNTr9dnvz/Lly2Py5Mno37+/2ftyn+biUQhRCsBCAI2R+eX2hwCuA1gLoAaAIABvSSljlfKUtC8vnynbtyCbaprWghAApIlzp6n/o0zlNLGuNFUUmvgSWGr4YhgAhF3eqk64ueYNLJX3yxBdedO3FqSXyfuFjtEu7xcuNrq8r9k2zUShmGaiAEzV533MRKEodCb2gy7vuiYLRb2JdU3tf3PnHFN/AxOxPGeRpewJn2vR80rTZvZyx2MUj9WqhFvVeY7F41MmISEBQ4cORadOndCrVy94enqajFuzZg2OHz+O3r174/nnnzc5R6DRaMQnn3yC5s2b4+WXX0blypVN5jp//jyCg4PRrVs3uLi4aG7rgQMH8PHHH+Py5ctmuzUajUbUqVMHW7ZsQZMmTczmMhqN2LdvH+bMmYPTp09j4MCBGDZsGCe2L2JhYWH4559/8Morr+Tq7prT4sWLcfPmTfTu3Rtt2rQxWUScO3cOs2bNyr5aVbJkSZO5vvzyS7i4uKB3795o3ry5yStft2/fxldffYVevXrhxRdfzDX1SU4zZsxAZGQkevXqhXbt2pkcgTY+Ph4fffRR9tU2c8fbqlWrcPr0afTu3RvPPfecyeNNr9dj0KBBaNGiBXr37m226/aBAwewZs0a9OrVC127doWrq4kPsAA+++wzlC9fHr1790bjxo1N7gt/f3/89NNP6N27N3r06IHSpUubzPXLL78gJSUFvXv3RuvWrU3+jSIjIzFy5Ej06NEDL730ktkBrhYuXIirV6+id+/eePbZZ01eEc3pKS8elwE4IqVcKIRwAOAC4GsAMVLKyUKILwGUllJ+oZSHxWMWFo+Zj7F4pKecxYvHpvZy62MUjzWrsngstO1R8ff222+jSZMm+Oabb8zG/PTTT4iKisKsWbM05QwKCsL8+fOxdOlStG3bFiNGjEDXrl01jThKRNblaS0ehRDuAC4CqCVznMiFENcBvCClDBNCVAJwWEpZXykXi8csLB4zH2PxSE85Fo/K+GmZrNr06dMxe/ZsBAUFmY0ZMGAAVq9ebbYr5sNq1KiByZMnIygoCG+88QYmTpyIBg0aYNasWYiLi7NMw4mIClYtAJEAlgghzgshFgohXAFUkFKGAUDWT5M31AkhhgohfIUQvhlGEzfNERGRRUhk3rqb38XasHgkq+bp6Ylx48Zh9OjRZmOqVKkCb29vbN68+ZFyOzk54YMPPsCpU6ewevVqXLx4EXXq1MHQoUNx8eLFx2w5EVGBsgPQEsA8KWULAMkAvtS6spRygZTSW0rp7WCTdzJ6IiKyFAHDYyzWhlN1UIE4fvw42rdvb5Fco0aNwpIlS7Bz50689NJLJmMGDx6M+fPno1+/fvnahre3N5YsWYLo6GgsXrwYr732GipXrowRI0bgjTfeMHkPGhFREQoBECKlPJX1+wZkFo/3hRCVcnRbjVDNZDRCJiYVXEsVtquVyS6Jmruoaux6auK+ZVPdUWHiPlzhmPccIUzESROv2S7RzABmJkYzhY2JD5Im9oONiW6mIiNvN1Ot3VGFqS6qJrujmur6a2pkW23rZsaa6KKq8W/KUVTJGkg8Wi99a8crj/RYHkzrceLEieyRV3fv3o3ffvvNYtuwt7fHnDlz8OmnnyItLc1kTK9evXDp0iXF7q1alClTBuPGjUNAQAC++uorrFixAjVq1MDEiRMREhLyWLmJiCxFShkO4K4Q4sH9jF0AXAWwFUD/rMf6A9hSBM0jIqInlGrxKIRwEkKcFkJcFEJcEUL8kPW4hxBinxAiIOun6WH4qNgyGo3w8fFBaGhonm99//rrL7i5uaFEiRJ45plnkJqaCltbWxw7dgyvv/466tWrZ9G2vPDCC2jbtq3ZotTBwQHvvfcelixZYpHt2dra4uWXX8bOnTtx5MgRpKamomXLlnjjjTdw4MCBIrsxX0qJ+/fvF8m2icjqfAJglRDiEoDmAH4BMBlANyFEAIBuWb8TEVERepK6rWq58pgOoLOUshkyT049hRDtkNk95oCUsi6AA3iEey2eVsHBwbh+/bpq3MmTJ7MnfjcnPDwc58+fVyxi9Ho9NmzYgJiYGLMx//33H77++mvs378fKSkpAICUlBT4+flh27Zt+Oyzz+Dp6YmSJUuiQ4cOWLlyJb755hv88MMPMBqNaNasGXx9fdG5c2f4+/vjtddeQ2pqKho1agQAMBgMuHz5MhYuXIgDBw6ovnYlU6dOxZw5c3Dr1i2Tzw8aNAhLly7NM2n646pduzamTZuGoKAgvPzyyxg/fjy8vLzwxx9/ICEhwaLbekCv1yMhIQH379/H7du3sWvXLuzcuRNHjx7FK6+8gkaNGuGTTz7B5s2bERsbi7Vr1+Lw4cN5Jpa/c+cOUlNND4YRGRmJyMhIxXacOXNGdSCiy5cvIyJCuWecTqfDkSNHoNeb6PqUw/Xr13H37l3FGCkljhw5otqu4OBg3LhxQzEGyDzekpKUu+xFRUXhwoULql8anDt3DtHR0YoxaWlpOH78uOr79OrVqwgNDVWMkVLCx8cHGRkZinG3bt3CzZs3FWOAzO7mD/4fIOsnpbyQdd9iUyllHyllrJQyWkrZRUpZN+un+RMAEREVOIknq3h8pKk6hBAuAI4C+BjAcjzicOBP6lQdFy9exN69e1Xjjhw5gm3btqFs2bJo2LAhvLy8UKNGjVzzw8XExGDdunW4c+cOatWqhQYNGqBhw4bZ86s9+HtduHAB69evR4kSJVCvXj3UrVsX1apVg62tLQwGA4xGI5KSkrBq1SokJCSgUqVKqFy5MipUqAAbGxskJycjJSUF8fHxuHbtGoDMCeLd3NwgpUTt2rVRu3ZtREVF4fz58xg4cCD8/Pxw5coVDBgwAEOGDMGuXbvw4Ycf5pq78bXXXkNkZCR+++03HDx4EL/99lt2IdylSxfUrl0b5cqVw5gxY+Dh4aG4v+Lj4/PM1zdz5kwcPHgQ27Zty37MYDBk78MOHTrg22+/RY8ePXKtp9frERkZiUqVKilu88SJE7CxsUGLFi3M3ueYlpaGcePG4fjx47h27RqaNm2K9u3b55q3TgiB27dvIyAgADqdzuSSkZEBnU6H+Ph46PV6GAyG7L+dEAI2NjawtbWFjY0NDAYDMjIyYGNjAyEEDAYDHBwc4OHhAQ8PD8THx+PevXuwt7dH+fLlUatWLVStWhVhYWE4evQoGjZsiObNm6NZs2YwGo04ffo0dDodtm7dimrVqqFx48Zo3Lgxypcvn91+Pz8/7N+/H2FhYahfvz68vLzQoEGDXPMGpqenY9OmTTh37hyqVasGLy8vNGzYEBUrVsw1b+DNmzexZs0aZGRkoEGDBvDy8kL9+vXh5OSUa99u3rwZx48fR+XKldGwYUM0bNgQVatWzZUrNDQUa9asQXR0NOrVq5e9TTc3t1y5/vvvP+zYsUPz8Va7du3sXA/PZ3jhwgWsXbsWbm5u2blq166daw7ClJQUbNiwAVeuXEGNGjWy48qVK5er/Tdu3MA///wDKWX2a6xXr16ufWE0GrFx40acPn0anp6e8PLygpeXFypXrpwrV3BwMNauXYuEhATUr18fDRs2zPM3AoB9+/Zh3759KF++fHa7qlevnmd6mk2bNuH8+fPo0qULevXqhV69eqFKlSqwZk/rVB2WVNK2rGzn/HLhb/hJv+fxof/fAEA6552zWLrmjQMAg7OJOU55z2NWTt7zSAVnb/Jyi55XGjV1kKu3V8j3+s2rh1jVeU7TgDlCCFsAZwHUATBHSnlKCJFrOHAhhNnhwAEMBYBq1apZptVWJiMjA/Hx8apxD4qo1NRUJCQkIDo6Gu7u7rmKlISEBGRkZMBgMCAlJQWJiYmIj4+Ho2PmCefBB8e0tDRIKbOLDVtbW7i6usLZ2Tm76EhLS4OtrS1KlCiBOnXqoG3btvD29kapUqXg4uICV1dX3Lx5ExMmTEDLli3x1ltv4ZlnnkGFChWyt3PixAl4eXnB3d0d27ZtQ48ePbLbMnLkyDyvcfHixdkfXNu3b4933nkHixYtwpIlS9CrVy+UKFECkZGRsDN1Qs7h4sWLeOONN3Dt2rVcsSNHjsTixYuxbds29O7dGzdv3sTrr7+ePTrqoEGDsHDhwjzF47Fjx/D+++9j27ZtaNasmdntXrp0CYsWLcL169fRokULdOjQAc8++yyeeeYZlCpVKjuuZMmSePHFF/Hcc8/h4sWLWLRoEdzd3dGqVSvUr18ftra2iI+PR0ZGBuzs7ODo6Ah7e3vY2dll/3zw78uXLwPI7Cprb28PGxub7CLxwc/79+/j0qVLsLe3h6urKypUqJD94V8IgWvXrqFEiRIoUaIEXFxcEB8fj7i4OCQlJUGn08Hf3x/Jycm4d+8eKlSogMDAwOz3TnBwMKSUSE5ORuPGjbOLmPv37yMtLQ0ZGRmIiopCaGgoSpQogQoV/v8/wPT09Owrm0lJSYiNjUVkZCScnJxyFSbx8fEwGo3IyMhAYmIiYmJiEBUVhRIlcs9vlpycnP0zPj4e0dHRcHNzy1XwxcXFQa/XQ6/XIykpCXFxcYiKispzJe/B1cQHx1tMTAxKliyZq+B78DcyGAxITk7OzvVwUZWQkAApJdLS0rLbX7p06VwFX0pKSvZx+aD9UVFRcHBwyFXwxcfHQ0qZvS9iY2MRExOTq+AzGo3Z++LBlzxRUVFwcXHJ1baEhATo9XrodLrsXFFRUXmu8JraFyVKlMi1L4DML1ke/H8WHx+v2gOCiIiIlD248vikeNQrj6UAbELmfRZHpZSlcjwXK6VUvO/xSb3yqNXt27cRGRkJb29vxQnpDx06hEaNGmVfBTIlLCwMwcHBaN26tdlcRqMR586dQ8uWLc3G6HS6PB8gC8KDbphqVxuBzHY/99xzGDJkCPr375/neR8fHwwYMABXrlyBvb09SpcunV2wJCUloXr16rh27RrKlSuXa72tW7di6NChWLVqFbp06aLYhuTkZJw+fRrHjh3DsWPHcPLkSVStWhUdOnTILiirV6+eXRQYDAbs2LEDc+bMgZ+fH4YMGYKhQ4eicuXKj7CXzPPz84NOp0Pz5s1zFSIPhISEwNPTM89zx48fR1paGp599tk8V1KDgoKyrzK5u+eduBoAdu7ciRYtWihesfX19UXJkiVRt25dszE6nQ779u3DCy+8kOtK9cMuX74MGxsbeHl5mXydQOYViN27d+cp6B92+/ZtREVFoVWrVorH28GDB3NddTUlMjISV69eRYcOHRS/+Dh+/Dg8PT1RvXp1szFpaWk4fPgwXnjhhTxXXnO6cOECnJycUL9+fcV9sWvXLnTs2DFPIZ7TjRs3kJSUhBYtWpjNBWReoWzRogXKls3/ZMaFjVceH5+7jYdsZ9dDPdAEWVhDCJq4omjyqpKp97fIe/ybvMpob+LY1no10sHE1UhT51YTcdLUds09buK/MmEwsR80XhUUpuJMPpb3yqPJK4qmbk0weTVS+5XHx7nqTJQf+3RrLHpe8WrqIFdur6geaEar6net6jz3SMUjAAghvkPmfFJDwG6rVACWLVuGhQsXwsfHx+wH3ffffx+1atXCDz/8gNatW2P+/Plo1aoVAGDIkCHw8vIyOTfkyZMn8frrr2Pq1Kl49913NbfJYDDgypUrOHr0aHZBqdPpsgvJDh06oFmzZrCzs8ONGzcwb948rFy5Ep06dcKIESPw3HPPKX5oJ6L8YfH4+Fg8Zj3G4tH8uiwe6Sli6eKxYVNHuXy78m1TStpUv2NV5zkto62Wy7riCCGEM4CuAK6Bw4FTAYiLi8NXX32FOXPmKBZbU6dOxfz58xEYGIimTZtmd1sF/r/rqqkTTrt27XD48GF89913+O233zSPmmpra4umTZti+PDhWLVqFYKCgnDq1Cm88cYbCAwMxJAhQ1C2bFl07doVq1evxksvvYTLly+jW7duGDVqFJo0aYJ58+axGyARERHRU8YoRb4Xa6PlnsdKAJZl3fdoA2CdlHK7EOIEgHVCiEEAggH0LcB20lNi4sSJeOutt9C0aVPFuIoVK+Kbb77BiBEjYGdnhwsXLmQ/17ZtWwDAqVOn0K5duzzr1qtXD8eOHcPLL7+Mu3fvYtasWbnuqdOqSpUq6NevH/r16wcg857WkydP4tixY5gyZQp8fX1Rq1YtPPvssyhXrhz27NmDb7/9Fm+//TaGDx+Ohg0bPvI2iYiIiKj4eNLueVQtHqWUlwC0MPF4NDInJSayiPPnz2Pjxo24evWqaqyUEjqdDnv37oWHh0euK3pCCAwePBiLFi0yWTwCQIUKFXD48GH07dsXffv2xapVq+Ds7PxY7S9RogS6deuGbt26Aci8z/PSpUvZXV3PnDkDR0dH+Pj4YOXKlahXrx7GjRuHPn36qA4gRERERETFkYBBapkdsXh45HseHwfveSRzjEYjOnTogBEjRuC9997TtE5sbCx69+6NY8eOwd3dHXFxcdldXaOiotCgQQMEBQXlmcIhJ51Oh48++gg3btzA1q1bNQ3ok19SSty5cwfHjh2Dj48Pdu/ejdDQUNjZ2aF9+/YYPnw4evbsmWeaBSIyj/c8Pj534SHb2nS1XMLC+lxh4tYGU/cymr7n0cQHuce4DxImvgA0eW+kqcG77Mz0fDHx+qSJqTqEqfv/TE2DYnLKDFNxJu5RNHkvY/7XNXnPo5n7Z7VPy8F7Hsky9hvXW/S80qCpk/x7a/6nvXqu5k2rOs89OWUwFWtLly6Fg4PDIw1iU7p0aezbtw+vvPIK7OzsEBwcnP1c2bJl0alTJ6xbt04xh729PRYtWoTOnTujQ4cOuHPnTr5fgxohBGrUqIF3330Xf/31F+7cuYPIyEjMmjULCQkJePvtt1GqVCk0bNgQn332Gf7991+Eh4dnr3/lypUCaxsRERERWZ4EYIRNvhdrY30tKoYezBWnJioqSjUmNTUVaWlpqnEPz+NWkB5M8F5QYmJi8M0336gOkmOKs7Mz/v33X9StWzfXoDkAsruuqhFCYNKkSRg9ejSeffbZXPdPFrRSpUrho48+wpkzZxAbG4uZM2dCp9Nh/fr1+Pnnn9G0aVPUrl0b/fv3x7vvvotWrVrhzJkzZvMdOXIEd+/eVdxmamoqIiIiVNsWFRWlOqCQwWBATEyMaq6YmJg88zCa26YaSx5vycnJSElJ0ZRLbV/odDrExcWp5oqOjoZRZXJ0KaWm9sfFxUGn06nGaclFREREBcMAke/F2rB4tID//vsPZcuWxTfffKP4QbRfv35o0aIFDh48aDYmMDAQZcuWxZgxY5CQkGA2bsSIEejXr1+uq20Pi42NxcaNGxU/9F69ehXHjh0z+dz169fRv39/1K9fH59//nmuD/9SSixfvhwxMTEIDg7G0qVL8cEHH2Dq1KlmtwUA4eHhGDZsGEJCQrIfmzBhAt555x00btw4+7GMjAzMmDFDteC4d+8edu/ejR49euQpHrt27YqQkBD4+/vj7NmzOHTokGKuoUOHomvXrujatSv27dtnNi4uLg6vv/46du7cqdi++fPn4/3338fq1avNfniXUqJr164YPnw4Nm3ahJ49e+LGjRt46623UKNGDUgp0bFjRxgMBly6dAnnzp1DmzZt8Mwzz+D27dt58v3yyy+oUaMGXn75ZWzdutXk3/7BnJA9e/aEn5+f2fb/8MMPqFGjBpYtW2a22ElOTkatWrXw2muv4datW2ZzLVu2DJUqVcKsWbMUv/ho3bo1XnjhBcUC/tChQyhbtiwmTJigeLz17dsXLVq0UPy7BwYGokyZMvj4448RHR1tNm78+PGoW7cuNmzYYPZ4iouLyx5ESem4nDt3Ljw9PTF//nyz7x+j0YjGjRujR48eivcAb9++HeXLl8dPP/2k+KXTiy++iDZt2uDo0aNmY4iIiMjypMy85zG/i7XhPY8WEBoaisTERNSvrzjNJXx9fVG/fn3Fybzj4+Nx9+5dNGrUSPEqXHBwMCpXrlxgA63ExMRgyZIlCAwMRFBQEHQ6HbZt2wZnZ2f4+flh+PDhOHLkCOrUqYPU1FR07twZXbp0QdeuXeHp6ZknX1paGn7//XfMmDEDQ4cOxRdffAE3NzecPXsWffr0wZUrV3JNVD9x4kRcv35dtdvpvn37MGvWLAwaNAirV6/Ghg0bcj3/3XffITk5Gb1798aQIUNw5coV2JuaeyvL1q1bMXDgQBgMBsyePRsffPBBnpiMjAz8+++/mDt3Lu7du4dhw4bhww8/zDOxenh4OHbt2oXdu3fjwIEDqFWrFl588UX07NkTbdq0ga2tLUJDQxEeHo6TJ0/ixIkTOHHiBBISEqDT6WBra4vRo0cjPT0dCxYsgJubG+7du4e0tDRUqlQJLVq0wPTp09GgQYPsbf75559ISkpCmzZt0KpVK5QsWTJP+xMTE3H06FE8//zzcHFxMbsvLl++jPLly6NChQpmYwwGA06ePIm2bdsqvhcDAwPh6OiIqlWrmo0BgOPHj6Nly5ZwcnIyGxMaGoqkpCTUq1dPMdeZM2fQoEEDxeMtLi4OQUFBaNasmeLxdunSJXh6eqJMmTJmY3Q6HXx9fbP/tuZcv34dJUqUQOXKlc3GSClx4sQJeHt7w8HBwWxccHAwdDodateubTYGAE6fPo1GjRo9kffT8p7Hx8d7HrPwnsesON7zSE83S9/zWK+Js5yztUa+1+9e65pVnedYPJJmBoMBc+bMwS+//IKEhASkpqbis88+w4wZM8x+8JZSYtOmTRg3bhxat26NKVOmoHr16gAyr64888wz+Oyzz/C///0ve50zZ86gT58+uHjxYp6C7GHbtm3D0qVL8dtvv6Fnz54ICAjI9XxQUBDatWuH4OBgvPnmm+jRowdGjBihmPP27dt45ZVXEBQUhLFjx+Lbb781+/ouXryIefPmYcOGDXj55ZcxfPhwtGnTJk+8Xq/H6dOnsXv3buzatQu3b99G165d4ezsjFu3bmHBggXZXz4cPnwY3bt3R8mSJeHh4YH27dvj559/xr59+zB37lzcv38fH330EQYPHoxy5copvhaiJx2Lx8fnLjxkW2Hlg6eb+j/YVFFoorh6rOLRVKGotXjUuA2Trw0ATK1viqmiy9RnO1OFncbiUXOhaHJdU3F585ktErUWhYX4eZaebPvlBosXj39srZnv9XvW8req85z1XQslq2Vra4tPP/0U4eHhSElJgdFoxK+//mq2sLpw4QI6d+6MX375BcuWLcOaNWuyC0cAWLx4MVxdXfH2229nP5aWloYBAwbgzz//VC0cgcz795ydnVGzZk1EREQgKSkp1/M1atRA06ZNsX37dkyePBk//fSTYndgAKhZsyZ8fX3x1ltvYfLkyfjf//5ntnths2bNMH/+fNy8eRPe3t4YMGAAvL29sWjRolxdKh+MqDpp0iScOXMGV69eRe/eveHj4wMfHx80bdoUP/74IzIyMvDMM88gLS0NkZGRuH79OpYsWYLKlSujf//+OHXqFLZv3467d++iYcOGeP/993Hy5EnV+/GIiIiIqPBlzvNok+9FCyFETyHEdSFEoBDiSxPPNxBCnBBCpAshxuZ4vKoQ4pAQwl8IcUUIMUptWyweKd+EELm6F0opcf36ddy/fx9Dhw5Fr1690L9/f5w+fRrPPvtsrnWjo6MxceJE/Pnnn7mKz++++w4tWrTAa6+9pqkNaWlpcHJygo2NDRo3bozLly/niRk0aBAWLVoELy8v9O7dW/W+TABwdHTEokWLMH/+fGzatAlt2rRBamqq2fiSJUvik08+wdWrVzFt2jTs2rULNWrUwJgxY3Djxg0AyHVPYPny5dGnTx+MHTsW8+fPx9y5c1GtWjX4+fnB0dERNqa6NmVp3Lgx5s6di1u3bqFt27YYOHAgvL29sXjxYk2DvxARERFRYSnYex6FELYA5gB4EYAXgP8JIbweCosB8CmAaQ89rgfwuZSyIYB2AEaYWDcXFo9kEVJKjBs3Du+88w6aNm2KcuXKwd/fHwMGDDBZCH3zzTd4//334eX1/+/PEydOYPXq1fjjjz80b/fBlUcg8yrgw4PmAECfPn1w5swZhISE4IcffsBff/2F0NBQTfn79++Pc+fO4fbt26hRo4bqSKZCCHTq1AkbNmzA+fPn4e7ujk6dOqF79+7o1asXZs6cmX2V0NXVFR9//DE++ugjDBo0CP3790fLli01v3Z3d3eMHDkSV69exdSpU7Fjxw7UqFEDY8eORWBgoOY8RERERFQwCmGqjjYAAqWUt6SUGQDWAHg1VxukjJBSngGge+jxMCnluax/JwLwB5B38JIcWDySRUyaNAnTp0/HuXPn8N133+Hnn382O1DJmTNnsHPnTkycODH7sZSUFAwYMADz589H6dKlNW/3wZVHwHzx6OjoiHfeeQdLly5FpUqV8PHHH+O7777TvI1GjRplj1Bat25dHDhwQNN6np6e+P777xEUFIRnnnkG/v7+GDNmDAYOHKhpOhathBDo3Lkz/v33X5w7dw7Ozs547rnn8NJLL2HHjh2apsggIiIiIqtUVgjhm2MZ+tDzngByXt0IgUoBaIoQogaAFgBOKcWxeKTH9ueff2LPnj0YO3YsNm/ejL59+5qNNRgMGD58OKZNm5aruPzmm2/QoUMHvPzyy4+0bS1XHoHMrquLFy+G0WjE2LFjsWPHDly5ckXzdlxcXHDu3Dm888476N69OyZPnqx5XXt7e7z88stYvnw5Jk+ejJIlS2LOnDkFUtRVqVIFP/74I4KCgvDBBx9g8uTJqFu3LqZOnao4FQURUbEjjXkWaZR5Fu35ZJ5FmlhMbRdGQ55FGox5F70+zwJzS4ZO26KUI8cijcY8CwyGvIuJ/WByXxsMeRZT+UztB5P78JH+9ibaSGTFDFLkewEQJaX0zrEseCi9qcFHHumgEEK4AfgXwGdSSsXBQQpmngd6akgpMXjwYIwcOVJT/MKFC1GyZMlcBaaPjw82bdpktvBTkpaWll08NmnSBH5+fjAajXm6yjZp0gRly5bFoUOH0KVLF0ycOBFffPEFtm/f/kjbW7x4Mby9vfHpp5/i+PHjWL9+PRwdHVXXa9OmDdq0afNI23ocDg4OePvtt/H222/j4sWLmDt3LurXr49evXphxIgRaN26daG1hYiIiOhpJSE0D3yTTyEAcs6FVgWAtvuzAAgh7JFZOK6SUm5Ui+eVRwtQmsT7gZSUFAQFBanGXb9+XXESdSDz6t21a9dUc5mb2D2nI0eOKHahjI2NRXJyMiIiIkw+n3PQHCkl4uLiTMZFRkbizJkz+O677zB9+vTsQXKSkpIwcOBA/P3333nmJNTS/tTU1Oztu7q6omLFirh586bJ2AcD5wDA4MGDERgYmGcCebV9DwDDhw/H9u3bsX//fjRo0AC3b982GRcfH6/pNURGRuLy5cuKfwedTmdyMKCHmbqa2axZM/z1118IDAxEixYt0K9fP7Ru3RrLli1T3Ka/v7/q9kJCQlRHrwW0HSPR0dG4f/++RXI9yvGmdgXYaDRqOt7u3LmD5ORk1Tgt7Y+IiEBUVJRFciUmJiIkJEQ1joiIiAqGUdrke9HgDIC6QoiaQggHAG8D2KplRZH5gXwRAH8p5Qwt67B4tIB9+/apfgCNiIjAuXPnVHMdP34ciYmJijEpKSk4duyYYoyUEvv27VOcwmHnzp2KXTDj4+PRvXt3DBo0CM2bNzdbGAKZr+/VV1/Fl1/mGR0YAHDo0CF07NgRzZs3xzvvvIPjx48DAL744gt069YN3bp1yxUfGRmJFi1aQKfTmUqX7ebNm9i8eXP2782bNzd5BXP69OlISUnBnj17EBsbC3t7e0yePBnjx4/PLvCklOjUqRNOnVLs6o3r169j+PDh2Lx5M5KTk9G0aVNs2bIlT9yUKVPQrVs3xQ/uqampaNOmDd5++2289dZbZl/v4sWL8eyzz+Ypdh/m4+NjtmAtVaoURo0ahR9++AHjx4/Hpk2bUL16dXzxxRd5Cq3U1FQcPnxYcVsA4Ofnp6kw2b17t2rMrVu3skemVbJv3z7Vovz+/fs4f/68aq5jx46pHm9JSUk4evSoaq4LFy4gPDxcMUZKib1796rmCggIMPslSE5a9uu9e/dw6dIl1TgiIiKyvIKeqkNKqQcwEsAeZA54s05KeUUIMUwIMQwAhBAVhRAhAMYAmCCECBFCuAPoAOB9AJ2FEBeylpeUticKc344b29v6evrW2jbI/MSExOxadMm1KtXD15eXnB3d8/zfPfu3XHy5ElUqFABvr6+qFKlSq6YB91Dd+zYgaFDh2Lo0KH45ptvYGdisuRhw4bhr7/+QqlSpTB06FBMmTIFBw4cwNChQ3HhwoU8g+t8+eWXSE9Px8yZMxVfR6dOnaDX63HkyBEAwM8//4y0tDT8+OOPueK2bduGuXPnokKFCvD29sbIkSMhpUTHjh0xcuTI7Lkmt23bhnHjxuHcuXNwcXExu92VK1fiyy+/xIoVK/DJJ5/g7t27GDx4MD788EOUKlUKnp6eMBqNmDlzJqZOnYrZs2fjrbfeQkZGBhwcHHLlWrduHfr16wcAePvtt7Fy5UrYmphIOjY2FsHBwWjatKnZuTUf1Z07d/DXX39h8eLFaN26NUaMGIHu3bsrThVCZE2EEFY1eXJx5C48ZFvRpaiboUzr/3ki7/9dwsT/p8LWxP9xpv7f07quiTjYmHos7+sw+//54/w/b+KzncnPe6a++NYYJ3UmeuqYijOY+LLPxD2OZu9PNXU/JO9xpAK0X26w6HmlVhNX+dOmxvle/926p63qPMfikfJISkrCm2++idTUVLRr1w7t2rXD888/Dw8Pj+yYuLg4/Pjjj0hNTcW+ffuwYsUKtGvXzmzOevXqISEhAW+//TZmzpyJxMRENG3aFEuXLsULL7yQKzYyMhKNGjXCpUuXULFiRcW2tmrVClWrVs2++rh9+3YsWLAAW7fmvlqfnJwMT09PrFu3DuPHj8f58+chhMCJEyfw7rvvwt/fP/vexQ8//BAlS5ZULVy3bt2Kjz76CCtXrsSUKVPg5+eH9PR0NGnSBAcOHMguAC9evIh3330XLVq0gMFgwJw5c3KNKKvT6XDhwgUcPXoUx44dQ8OGDfHDDz8UagGXnp6O9evXY86cOYiKisLHH3+MgQMHPtLIt0RFgcXj4ysWxaMppoorU8WjiYLNZFFoKp/J4lFbUWiyoNTYZrM5TdE6KJDRRKFoal1TBaDWgtJUMWoqztR2zQ2aw0KRCpmli8eaTdzkpI35Lx4/qHfKqs5zvLxAJm3fvh3//fcfpkyZgtdeey1X4Wg0GvHee+9hxowZCA4Oxvnz5xULx5s3b0Kn0+HVV1/FzJkzIYTA559/jldeeSVP4QgAU6dOxfvvv69aOAKZhW65cuWyfzc34qqrqyvatWuH9PR0pKamZnchfuaZZ9CyZUvMnTs3O3bmzJnYtGmTarfNV155BatXr8a7776L0aNHo169eoiJicF///2HX3/9NVebfH19ce/ePfzzzz947733cnW7tLe3R+vWrTF69Ghs2LABkyZNstiVRa0cHR3x3nvv4cSJE1i7di2uXLmCunXrYvDgwZq6fxIRERGRaQU8z2Ohsr4WUZFzc3Mz2fX0gR9//BE7duxA7dq10bJlS9jb25uN1el0+PTTT9GxY0fMmzcPQgjs2rULhw8fzlVgPRAREYElS5Zg/PjxmtqalJSE8uXLZ/9epUoVJCUlITY2Nk/syy+/jJ07d+YaOAcAfv31V0yZMiV7nZIlS2LhwoX48MMPVe+H69SpE7Zu3YpBgwZh5MiRGD16NMqWLYvFixfnui9Vr9ejV69eaNeuHXbu3IlJkyaZzSmEKPTiMaeWLVti0aJFuHHjBho2bIi+ffuiffv2WLVqFdLT04usXURERETFjZSAQdrke7E21tcismr+/v7Q6XQ4d+4cAgICMGnSJJNTVSQlJcFgMOD999+Hi4sLFi9eDL1ej6lTp+Kjjz7C0qVL4erqmme9qVOnon///qhQoYKm9qSmpua6QimEQNOmTU0OEPLSSy9h586deP/997Fu3TqkpKQAAOrWrYu+ffvmGjioa9eueOmllzB27FjVNrRp0wb79u3DmDFj0KRJE/Tt2xcZGRm55lV0c3PDmDFjcOLECdy5cwelS5fGnTt3NL3GouLh4YHPP/8cN27cwMSJE/HPP/+gRo0a+OabbxAcHFzUzSMiIiKiQsbikR5Jw4YN8dNPP6FFixaKV8fGjBmDvn37IikpCatWrYKdnR0OHz6M8ePHw83NzeS9dPfv38fSpUs1X3UEMud5rFSpUq7HzHVdrV27NpydnREdHY2OHTvi33//zX5u4sSJWLJkSa6iaMqUKTh48KCmES0bNWqEw4cP47vvvsPChQsxbtw4DB061OS61apVw6hRo1C9enXNr7Mo2djY4MUXX8T27dtx/Phx6HQ6tG7dGn369FEd0ZeIiIjo6SZgfIzF2rB4JIsLDAzE4sWLsXnzZvTr1y97dNEH01l07doVdevWzbPeb7/9hgEDBuTqhqomIyMDlStXzvWYueIRyOy6umPHjjxdV8uXL49Ro0Zh4sSJ2Y+5urpi6dKlGDp0qMlusKbaUqZMGeh0Oqxbty67O+vSpUs1vx5rV7NmTfz2228ICgpCnz598PXXX6NBgwb4/fffFadyISKyOClNLMY8izTKPAsMhjyLlDLPYjLO5GLMs0Cnz7voi3Ax9Vr0+ryLidcHnS7PYjLO1DZM7X8TfyfTf09+OUnFnwS7rdJTRq/XK04m/7BJkybBwcEBEyZMwGuvvQYgc5CdXbt2YcGCBZg9e3ae+yTDw8OxfPlyjBs3TvN2dDodjEZjrgFzAOXi8UHX1Z49eyIwMBABAQHZz40ePRoHDx7EhQsXsh/r0KED3n77bXz66aeq7WnQoAHOnj2LTZs2ISUlBQEBAfDx8cEvv/yCn376yewVuuJ45c7Z2RkDBgzAmTNnsHLlSpw/fx516tTBRx99xDkFiYiIiHIoyHkeC5v1tagYmjBhAgymhqfOISAgAIsXL1bNNWPGDERERCjGxMbG5ro/z5wVK1bgypUrijFnz57F6dOnFWPmzp2LsWPHIjU1VbVd8+fPhxAC169fx6RJk+Dm5gYACA4OxvLlyzFkyBCcPHkSoaGhudb97bffMHDgwFxXHfft2wedTmd2exEREbCxsUFgYGCux728vHD9+nXo9f8/B5W/vz+Cg4PRsWNHXL58GYmJifjggw9y/U2cnJzw+uuv5+k2O2nSJJw7dw4bN25EZGQkoqOjceDAAZNtsrGxQZ8+fXDu3DnExsbCyckJR48exbZt2zBs2LBcbQIyC/PRo0fj9u3bZl/ng/arXdm7c+cO5s2bpxgDAH/88QdCQkIUY1JSUvLMlWnK+vXrYWtri6VLl+LatWuoXbs2Xn31VXTs2BFr1qxBRkYGAOCrr75SzeXj44Ndu3apxk2YMCHXaLWmXL9+XdMV32nTpuW6N9WU2NhY/Pbbb6q5li9fDn9/f8UYKSW++eYb1Vx79+7FoUOHVOO07NeLFy9izZo1qnFERERkeRICRpn/xdpwnkcLiIyMzHP162F6vR5JSUkoVaqUYlxUVBTKli2rus3o6GiUKVNGMSYuLg4lSpQwOeE8kFkgfPHFF3jttdfQuXNnkzGhoaFo0KABEhMTsXDhQgwaNChPjJQSGRkZ6NGjB1q3bo2pU6eabVNSUhIaNWqEf/75B+3bt4eUEuHh4WjatCmuXr2avR9DQ0PRokULhISEmB3N9ezZs2jbti26d++OnTt35nqucePGWLduHby8vABkfsguWbIkvvzyS7z++ut4++230bJlSzz//PO4c+cO7OzsIKVEy5YtERsbiwULFqB79+65ttW7d2/UqVMHixYtQseOHXH06FHUqVPH7GudPXs25s+fj7feegtDhgzBsGHDIITAmjVr4OLiAgC4du0aOnTogNatW2PXrl1m7yONiopCTEwM6tWrZ3Z7UkrExcWpzs2o5b0DaHtfJyQkwMnJKbtrMgAYDAbs2rULc+bMwcWLFzF48GC8+eabaNq0qWKu1NRUGI1GkwMpPWq7LH28aYmLi4uDq6ur4ujDgLb2Jycnw8bGBs7Ozo+dKyMjA2lpaXB3d1eMK644z+PjK7bzPJpSRHM/wsS8vCbXNbXdwprn0cQ8itJg4os4U1/OPc7cj1rndCyGvXDoyWTpeR6rNXaX4zfkP90nDQ9Z1XmOVx4tQO3DGwDY2dmpfpAFoOmDLABNH/5LlSpltnAEABcXF/zxxx9mC0cgsytnmTJl8Oeff+J///ufyZhJkyZh4MCBqFy5MqZMmaLYpkmTJqFbt25o3749AGDx4sX44osvMGjQoFz7cf369ejTp4/iB/Hw8HAApvdFs2bNcnU/bdmyZfbcjg/ue6xTpw7q1auXfbVLCIHx48ejdOnSGD9+PAwGQ/aVQn9/f0RGRuLIkSMwGAz48ccf8d577yleGf3www9RpUoV/PDDD/j777+xadMmVKpUCZ07d0ZkZCSAzK6ud+7cQe/evXHy5EmzucqWLatYOD5ov1rhCGh77wDa3tfu7u65CkcAsLW1Ra9evbBr1y74+PggOTkZXbt2xZtvvolDhw5Bp9Nh3759eXI5OzurFo5a22Xp401LXKlSpVQLR0Bb+11dXVULR625HBwcntjCkYiIqDhgt1V6KgQFBeHVV19FQEAARowYkX21LKerV6/i+++/x44dOzB27FjYmPj29QE/Pz+sWLEiV4G5Z88erFixAkFBQbnmEFy7di369eun2L7w8HBIKU1+gH74vsdWrVrh7NmzAIAXX3wRu3fvhtFoxKBBg7Bw4cLsuL59+yI2Nhb29vbo168ffHx8AADvvfceVq9eDRcXF2zatAmDBw9GxYoV8dNPP5ltn52dHTp37gxXV1fMmjULSUlJmD9/Pnr16oUOHTrg5s2bADKn8RgxYgSeeeYZxddbHNWpUwfTp09HUFAQXnzxRXz++edo3rw5XnrpJfz+++/F8n5PIipmHmcQHVMD4ZgZGCbfA+uYy2FqwB1Ti9aBcHR5F+2vRVu7H2twHKInlARglDb5XqyN9bWIrEaNGjXwzjvvwM7OzmzMtGnTAAC9e/eGp6en2TgpJT7++GP8/PPPua58Xb58GWXKlMHEiROz54sMDg7G7du38fzzzyu2LywsDFJKk1fSmjdvnqt4rFmzJmJjYxEbG4vKlSvD09MTvr6+eOONN3D8+HGEhYUByCz4PvzwQwQEBODff//NdT9o3759cfz4cVy4cAFCCCxcuBCLFy/GwoULcezYsTxtcHJywpdffokbN26gT58++P333yGEwIQJE/DVV1/h+eefx5PYjdsUFxcXDBo0CKdPn0blypWh1+vx2WefYciQIbm+NCAiIiJ6sggYHmOxNiweKd/CwsJw8uRJ7NmzBytXrkSFChVMxm3btg3Tpk2DlBIDBgzIfjwtLQ3379/Hnj170KhRo+zH161bhzfeeEOxyy2QeV+kjY0NPDw88jz38JVHIQRatGiB8+fPQ6fT4aWXXsLs2bNx6NAhvPXWW1i+fHl27JgxY2BjYwM3NzecOnUqT965c+fCaDTC2dkZXbt2xZAhQxQHJKlcuTKWLl2aq9vvwIEDsXDhwuzunU8LW1tbrFu3DpcvX8bu3bvRvn17k4U3ERER0ZOAVx6JsiQlJcHX1zfXwDKmrFu3DuPHj0ejRo1y3SMYHByMLVu2oFWrVrni16xZo9pldffu3fDz84MQwuSV0QoVKkBKmWvk2pYtW+Ls2bOIjo7GokWLsGrVKoSGhmbP+figC6WbmxuGDx+Ol19+GdevX8+Tu0yZMrCxsYGrqys6deoEJycnbNiwQXXE3YfvWezZsyd27NiBIUOGYMmSJZg/f77i+k+CB/dlNm7cGD169MCHH36oeM8tEREREVkPFo+Ub3Xr1jV5H2ROUkocOHAArq6ueO2117K7pgKZxVTHjh1zxQcGBiI8PBwdOnRQzHvv3j0cOXIEer0eN27cMBlj6r7Hc+fOoWLFivj1118BZE6t0bJlS7i5ueHIkSPZsZ988gkOHDiAsWPH5plWJKcPPvgAJ06cgLOzc76uoLVq1Qo+Pj74+uuvMXz4cBw/fvyRcxARERGR9WK3VSKN/P39odfrcfjwYfTs2VMx9vTp01i5ciX69u2rOPAOALRp0yb73+ZGPFUaNKd///7o1q1b9nYeXH18ICwsDJUrV8awYcMQFRWl2JbmzZvj7NmzSExMVIwzJzU1FfXq1YOUEsOGDVMcwZWIiBSYGojF5KJxEB1TcSYGjzE5OI6JQWug0+VZTA5u85iL5u2YGETHZJyp18fBcYg0kVKw2yrlpjbJOAAYjUbEx8erxsXGxmoagTI2NlY1JiEhIc+k9KbExMSoxqh1yQSQPf1ETnfu3MHx48fh7a0+Pc2ePXvwww8/wM/PT7VNDRs2zJ4i4o033jAZ83DxWLt2bURERCAhIQEAsGDBguwpDN555x1s3749+29Ur149ODk5QafTITAwULXtpUuXxssvv5zn8dTUVNV1GzVqhP/++w8nTpxA7dq18eeff+aJ0fI30voei4uLU43Rus2kpCRkZGSoxmk5RtLS0pCSkmKRXHq9PvvvrETLa9Qap/V409L+lJQUpKWlWSSXTqfL9xcbRERE9PgM0ibfi7WxvhYVQ9OnT1ctrgICArBhwwbVXH///bfJIiyn2NhYzJs3TzXXpk2bTN6zl5OUEpMnT1aNefHFF3Ht2jXFuDfffBPvvfdermLixRdfRJ06dXLFTZs2DVu2bMmz/oNCq2fPnvDw8EC/fv3MFkN2dnZ44403YGdnh9WrV5ssuHMWj7Nnz8bvv/+OKlWqoG/fvoiJiUGNGjXw6quvAsgs/nr06IGOHTsiLS0NLi4u2LZtG2rVqpU9pcYDR48exejRo03OVZjztXz66aeYOHGi2RgASE9Pz566pF27dti0aRP69u2bJ27GjBmqo5LevXsXK1asUIwBgGXLliEkJEQxJiUlBbNnz1bNtWPHDly+fFk1Tm3+TwA4efIkDh8+rBo3bdo0GE1NYp1DYGCg5uNNrQCLjY3FX3/9pZpr48aNZrtQPyClxNSpU1Vz+fj4aOrC/Ntvv6nGXLlyBdu3b1eNIyIiIlIjCnOeNW9vb/m0TE3wJDlz5gyOHTuGTz/91Gx30pCQEFStWhUVKlTAtm3b0Lp16zwxRqMR58+fR69evXDs2DHUqlUr1/OjR4+Gn58f9uzZg3v37qFdu3YICQmBEKb7e7/xxhvYuHEjypcvj/v37+d5XqfTwcPDA1FRUfjtt99w584dLFq0CPb29khPT8+T99ChQ3jttdewePFivP766wAyi/5ly5blms9x2bJlGDRoEOrVq4erV6+abJuUEjNmzMCsWbMQFBSkOHJsTEwMSpcubfZ1EpF5QoizUkr1rg1klrvwkG1Fl6JuRuEy9f+tyHt+Ezba4mAqzuRmTcSp3KaRLya+YDP5ec9o4jFpYl1TcaaYWJfdVKm42S83WPS8UrlRKTl0rfL0c0p+aLLVqs5zvPJIqlq1aoXPPvtM8T7EPXv2oGHDhjh58qTJwhEA7t+/j2effRZubm4m7yN0dXXFsmXLYGNjgyNHjuC5555TLKiee+45AJndUU2xt7dH3bp14e/vjwYNGiA5ORmvvPIKKlasaDLv888/D0dHR8ybNy97lNa6deti3LhxueKaNm2KkiVL4tq1a2a7Awoh8Pnnn+Off/5RvRrl4eHBwpGIiIjoiSSeqG6r5md/J8qiNngNAGRkZODYsWMoXbq02ZigoCCkpaVBCGGy4Bs3bhxKliyJkJAQ+Pj4ZBeH5rRv3x5OTk5o0KCB2ZgHXVdbtmyJa9euYcWKFRg6dKjJWCEEOnbsiM2bN+ODDz7A7t27AQAlS5bMFdeiRQscOHAAXbp0wdmzZ/HCCy+Y3f6zzz6r+BqIiPJLCBEEIBGAAYBeSukthPAAsBZADQBBAN6SUqrfJP+0MXk1zMQVN1N3pIi86wqp7QtAaeqqpUG5G77FWPqKosk4XmUkeljmPI9PzkUC6ytnqVgaNmyYYuEIZBaPHh4e2LFjB8qUKZPn+QdF2vTp07FixQocOnQIycnJZvM1adIE7dq1y1Pc5dSsWTNcuHABVatWRWBgIOLi4jB27FiTsUIIdO3aFQaDAXfv3lV8Lc2bN8eBAwdw69YtxTgiogLWSUrZPEeXpi8BHJBS1gVwIOt3IiIqQgbY5HuxNtbXIiqWtHS7DAsLw8aNG1G3bl3FuBIlSiAlJQVeXl5wdXU1G3f69GkEBQVh9+7d2VcJH/bgyuO4ceOQkpKCzz//HK+99prZnMOGDUPVqlWzu60qad68Od5//33VOCKiQvQqgGVZ/14GoE/RNYWIiJ40qsWjEKKqEOKQEMJfCHFFCDEq6/HvhRD3hBAXspaXCr65VJz1798fzz+vfsOwu7s7qlWrhvHjxyvGtWnTBmFhYQgODkbHjh1NxjRr1gyXLl3CqFGjYDQaUbt2bdVCd8qUKZqmXAAy76skIioiEsBeIcRZIcSD/vgVpJRhAJD1s7ypFYUQQ4UQvkIIXx2UR3ImIqL8kxAwyvwv1kbLPY96AJ9LKc8JIUoAOCuEeDBHwUwp5bSCax49SUx1VTXF3d0d06dPh4uLi2Kck5MT2rdvj4oVK5q9Qunh4QEXFxeUKlUKffr0MTu4Tk5vvvkmRo0ahdu3b6NmzZqa2kxEVAQ6SClDhRDlAewTQijPp5SDlHIBgAVA5mirBdVAIiICjE9QZ0/VVyKlDJNSnsv6dyIAfwCeBd0wenp169YNb7zxhqbYTp064X//+59izIOuq19//bWm4tHe3h4DBgzAkiVLNLWBiKgoSClDs35GANgEoA2A+0KISgCQ9VO9Dz4RERUYKQGDFPlerM0jlcFCiBoAWgA4lfXQSCHEJSHEYiGE8mgpT7A///wTBoOpIdn+3507d7B582bVXCtWrEBsrPLAeImJiZoKmx07duSZ4P5hUkpNk8GfPHkSp06dUo0LDg5Wjbl165bZKS4AoGbNmoiOjkZISIjiZPBSSnTt2hVNmzZV3P/NmjXD8ePHUblyZbz66quKbQsJCUFERAQ+/PBDLF261GTetLQ01QF1gMz5G9X4+fnhwIEDqnHz5s1DRkaGYkxoaCjWr1+vmmvNmjWIjIxUjElNTcXff/+tmmvv3r3w9/dXjfv9999VY86ePYujR4+qxv3555+K7wsgc3CmLVu2qOZatmwZ4uLiFGMSEhI0HW/btm1THUBJSok//vhDNdfx48dx5swZ1Tgt+/X69etm7wmm4ksI4ZrVGwhCCFcA3QH4AdgKoH9WWH8A6gcCZZJS42LMs0iDoVgupl6L6UXjviEik56kbquai0chhBuAfwF8JqVMADAPQG0AzQGEAZhuZr3s+yrUPrAWV88//7ziJPAAULZsWTRt2lQ1l7e3N9zc3BRjXFxc0LZtW9VcXl5eqFChgmKMEAKdOnVSzVWzZk3VLpxJSUn47bffTE9EnMPIkSPxww8/KMbs27cPNWvWxMyZM83GCCHw6aefokWLFoqFedmyZTFjxgx06NBBcUTY06dPo06dOjh58iQaNGiAatWqYd++fSbjvvvuO8X2A4C/v7/qvvD09ET9+vVVcz377LNwcHBQjClTpgyaNWummqtFixZwd3dXjHF0dMQzzzyjmqthw4aoXLmyalznzp1VY6pXr446deqoxj3//POq08eUK1cOTZo0Uc3VunVrlChRQjHGzc1N0/HWuHFjlC9v8vaybEIIxaldHqhVqxZq1KihGqdlv1aqVAleXl6qcVTsVABwVAhxEcBpADuklLsBTAbQTQgRAKBb1u9EREQWIdQ+3AKAEMIewHYAe6SUM0w8XwPAdillY6U83t7e0tfXN59NJWuXkpICR0dH1UJ64MCBmDVrluIUG0eOHEG3bt0QGBiIKlWqmI37+OOPsWTJEkRGRpotAm7cuIEWLVqgbdu2OHjwoGLb+vbtiwEDBuDll1/G0qVLsX37dmzYsCFP3OnTp9GmTRvFXERU8IQQZ3NMU0H54C48ZFvRpaibUXxoGF3c/LpFeN+T1rkaTa7Lq4r09NgvN1j0vFLeq4zst7Jnvtf/s9VqqzrPaRltVQBYBMA/Z+H44J6KLK8hs7sMPcVcXFxUC0cAmDx5smLhCABVqlTBsGHDFAtHIPP+yJ49eypePapduzaklKpThADAH3/8gbJlywLILCQPHz5ssosnC0ciIiIi0sIAke/F2mgZbbUDgPcBXBZCXMh67GsA/xNCNEfmUOFBAD4qgPbRE0itKy0AVK5cGV9+qT63defOnVXvBbS1tUXTpk01demsWLEiKlasCABwdXXF66+/jhUrVmDMmDGq6xIRERER5SQBq7x3Mb9Ui0cp5VHAZNm70/LNIcrk6OiYXcQpKVWqFPr27asYI6VEs2bNkJ6ejps3b2oacfWBwYMHY8CAARg9erTq/JBERPQUeKwunI/RdfRxsespEVnAkzPpCD211LrK+vr6Ytu2bfj8888RFBT0SLlbt24NW1tbnDx58jFaSERERERPJwGjtMn3Ym2sr0VEFta6dWs0adIEUkrVeygfJoTAoEGDsGjRogJqHRERERE9yYwQ+V6sDYtHeir8+OOPAPDIxSMAvPfee9i0aZPi3JRERERERA+TEjBIke/F2rB4LERapkXREmPpXJZkyfZbUps2bfDBBx/A1dVVMc5Uu8qWLYuuXbti3bp1ZmOsxdPwHiMiIiIqTthtlXL56KOPYDAYFGP8/f0VJ7x/YMKECYiIiFCMiYuLw/jx41VzzZ07F+fPn1eMkVJi8ODBqrm2bNmCbdu2qcYNGTJENebs2bP466+/VOOOHz+uGqPX63HgwAHVuDNnzuCHH35QzTV8+HCTz+XsurpmzRrV+SIBaNqvPj4+WL58uWrciBEjkJ6erhhz+/Zt/Prrr6q5fvzxR9y9e1cxJjk5GaNHj1bNtXjxYpw4cUI1btCgQaoxu3fvNjmn5sOGDh0Ko1F50Ak/Pz/MmjVLNdcXX3yB6OhoxZjY2FiMGzdONdfs2bNx8eJFxRgppaZjZOPGjdixY4dqnJb32OnTp7FgwQLVOCIqBFIW3UJEZAGiMK8ceHt7S19f30LbHhVviYmJivM3PhAWFoZKlSopxsTExKB06dL5HjHVaDSiVq1a2LlzJ7y8vPKVg4gsTwhhVZMnF0fuwkO2FV2KuhlERFZhv9xg0fNKmYbl5EtLX833+ivbLbKq8xyvPJLV0lI4AlAtHAHAw8PjsabasLGxwcCBAzlwDhERERE9koIeMEcI0VMIcV0IESiEyDNRuhCigRDihBAiXQgx9lHWfRiLRyKNBg4ciFWrViEjI6Oom0JERERExYAEYJQi34saIYQtgDkAXgTgBeB/QoiHu8nFAPgUwLR8rJsLi0cijapVq4ZmzZppuveTiIiIiKgQtAEQKKW8JaXMALAGQK5+slLKCCnlGQC6R133YSweiR7BoEGDsHDhwqJuBhEREREVEwU82qongJwjIYZkPVYg67J4JHoEr776Ks6dO6c6WikRERERER6jy2pWt9WyQgjfHMvQh7Zgqm+r1hFRH3ldFo9Ej8DR0RHvvPMOli5dWtRNISIiIiIrJ/HYA+ZESSm9cywPz78VAqBqjt+rAAjV2LxHXpfFI9EjGjRoEBYvXqw61yARERERUUEOmAPgDIC6QoiaQggHAG8D2KqxaY+8LotHC9i8ebNqIREREYGjR4+q5tq7dy+Sk5MVY1JTU7Fr1y7VXCdPnkRYWJhq3KZNm1Rj/P394e/vb5FcoaGhOHnypGrczp07kZaWphiTmJiI/fv3q+by8fFBVFSUYozBYMDWrerHml6vR6lSpXDw4EHFuI0bN6rmun37Ns6fP68at3XrVuj1esWY2NhYHD58WDXXwYMHER8frxij0+k0DQx05swZTV14teyLGzduwM/PTzVu8+bNUJuf9v79+zh27Jhqrt27dyMlJUUxRuvxduLECYSHhyvGSCk1HSNXrlzB9evXVeO07NeQkBCcPn1aNY6IiIiKHymlHsBIAHsA+ANYJ6W8IoQYJoQYBgBCiIpCiBAAYwBMEEKECCHcza2rtD27gnwxTwsHBwfY2CjX4ba2trC3t9eUS20+QhsbG0257O3tVdsFZHbFVGNjYwNbW1vVOAcHB025tMRp2a9CCIvtC6371cHBAW+99RYWLVqErl27mo3Tsl/t7OxgZ6d+GDo6Olqs/VrfF05OTppyaXlfaMllZ2en6Wqulv2q9XjTul+1vF+17FchhEXfF1r2q9Z9QURERJb3YKqOAt2GlDsB7Hzosfk5/h2OzC6pmtZVItS+wbckb29v6evrW2jbIyooCQkJqFmzJm7cuIEyZcoUdXOInlpCiLNSSu+ibkdx5i48ZFvRpaibQURkFfbLDRY9r5RqUF52/Ltfvtff/tyfVnWeY7dVonxwd3fHq6++ilWrVhV1U4iIiIjISkk89mirVoXFI1E+DRo0CIsWLVK9/46IiIiInl6POdqqVWHxSJRP7du3R3p6Os6ePVvUTSEiIiIiKnAsHonySQiRffWRiIiIiCgPWeBTdRQqFo9Ej+GDDz7A+vXrVad7ICIiIqKnz4PRVlk8EhEqVKiA5557Dhs2bCjqphARERGRFWLxSETZ2HWViIiIiJ4GLB4t4KOPPoLBYFCM8ff3x/Tp01VzffXVV4iMjFSMiY+Px+eff66a688//8T58+cVY6SUGDx4sGquzZs3Y9u2bapxgwYNUo05d+4c5s6dqxo3ZswYxMfHK8aEhYVh4sSJqrmmTJmCGzduKMbo9XoMGzZMNdfq1atx8ODB7N979OiBmzdv5smvZV/4+Phg2bJlqnHDhw9Henq6YsytW7fw888/q+b6/vvvcffuXcWYlJQUfPLJJ6q5Fi5ciJMnT6rGadkXu3fvxvr161XjhgwZAqPRqBhz5coVzJgxQzXXl19+qXq8xcTEYPz48aq5fv/9d1y+fFkxRuvxtnHjRuzcqT5fr5b96uvri/nz56vGERERkeU9aVN1iMKcZsDb21v6+voW2vaICsuECROg1+sxefLkom4K0VNFCGFVkycXR+7CQ7YVXYq6GUREVmG/3GDR80qJ+hVlq7nv5Xv9/7pOt6rzHK88ElnAhx9+iOXLl0Ov1xd1U4iIiIjIinCeRyLKpVatWmjYsKGmroZERERE9HSQnKqDiEwZNGgQFi5cWNTNICIiIiIqECweiSzktddew4kTJxAWFlbUTSEiIiIiKyGlyPdibVg8ElmIs7Mz+vXrp2n0VCIiIiJ6GjxZo62yeCSyoMGDB2PRokUozFGMiYiIiMh68cojEZnUvHlzuLu7w8fHp6ibQkRERERFTIID5tBDzpw5oxqTmJgIf39/1biLFy+qTgav0+lw/vx51Vw3btxAfHy8atzp06dVY+7du4fQ0FCL5IqLi0NAQIBq3Llz51SnvkhPT8elS5dUc129ehVJSUmKMVJKTX/LoKAgREREmH1+0KBBWLRokaZ9ERUVhVu3bqnG+fr6wmg0KsakpKTgypUrqrkuX76M1NRUxRiDwYCzZ8+q5rp58yZiYmJU47Tsi/DwcAQHB1skV2JiIq5du6Yad/HiRWRkZCjG6HQ6XLhwQTXX9evXkZCQoBqnpf0hISGa7p3Vkis2NlbT8UZERESkhsWjBVy8eFH1g31CQoKmIuHatWuqH+zT09Nx9epV1Vy3b99GXFycapyWQjQsLAzh4eEWyRUbG4ugoCDVuKtXr6p+sE9JScH169dVc928eROJiYmKMUajUVMheu/ePURGRpp9/p133sGOHTtw7Ngx1VxRUVG4e/euatzly5dhMBgUY5KSkjQVCTdu3EBycrJijE6n01SIBgcHIzo6WjVOy/siIiJC0xcUFy9eVO0WHB8fr+l48/f3Vz3e0tLSNH3xo/V401KIhoaGajretOSKiYnBnTt3VOOIiIioAMjM6Tryu1gbUZj3Znl7e0tfX99C2x5RUXn//ffRvn17fPzxx0XdFKInmhDirJTSu6jbUZy5Cw/ZVnQp6mYQEVmF/XKDRc8rrnUryQazP8z3+ude+sWqznO88khUAB50XSUiIiKip5cEB8whIhXPP/884uLiNHUrJCIiIiIqDlg8EhUAIQSvPhIRERE99TjPIxFp0L9/f6xduxZpaWlF3RQiIiIiKiJP0oA5qsWjEKKqEOKQEMJfCHFFCDEq63EPIcQ+IURA1s/SBd9couKjcuXKaNu2LTZt2lTUTSGiJ5QQwlYIcV4IsT3rd56biYiszNN2z6MewOdSyoYA2gEYIYTwAvAlgANSyroADmT9TkQ5DB48mF1XiaggjQKQcy4ZnpuJiKxI5hXEp6h4lFKGSSnPZf07EZknKU8ArwJYlhW2DECfAmojUbH10ksv4erVq5rmHCQiehRCiCoAXgawMMfDPDcTEVGBeaR7HoUQNQC0AHAKQAUpZRiQWWACKG/x1hUTY8aMUZ3A/dq1a5g3b55qrl9++QX3799XjImNjcX333+vmmvRokW4fPmyatyoUaNUY3bu3Ik9e/ZYJNeFCxewdOlS1bhvv/0W8fHxijFhYWGYPHmyaq4///wTAQEBijE6nQ5jx45VzbVhwwYcOXJENW7UqFGwt7fH+++/jyVLlpiMOXHiBNasWaOa64svvlC9d/L27duYNWuWaq5p06bh7t27ijHJycn4+uuvVXOtXLkSZ86cUY3T8r44ePAgtmzZoho3evRoqM1P6+/vj/nz56vm+umnnxAZGakYEx0djUmTJqnm+vvvv+Hn56cap2VfbN++Hfv27bNIrnPnzmHZsmWqcVQszQIwHoAxx2Oazs1CiKFCCF8hhK8O6QXeUCKip9mTNGCOUPsQlh0ohBuA/wD8LKXcKISIk1KWyvF8rJQyz70VQoihAIYCQLVq1VrduXPHIg23JklJSXBzc1OMkVIiNTUVLi4uinHJyclwdXW1yDZTUlLg7OwMIZTfeFpyZWRkQAgBe3v7x84lpURaWhqcnZ0fOxegbZ9Zcr+mpaXB3t4etra2mnLduHEDXbp0QVBQUJ51DAYDdDodnJycHrtdQOHvi9TUVDg6OsLGRvl7KC259Ho9DAYDHB0dHzvX03K8aWm/0WhEenq66vFWXAkhrGry5MIihOgF4CUp5XAhxAsAxkope2k9N+fkLjxkW9GlQNtLRFRc7JcbLHpeca5TWdacNjTf6/u/9oNVnec0XXkUQtgD+BfAKinlxqyH7wshKmU9XwlAhKl1pZQLpJTeUkrvcuXKWaLNVkfLh3ohhOoHWQCaPshq3aaLi4vqB1mtuRwcHFQ/yGrNJYTQ9EFWSy5A2z6z5H51cnJSLRxz5qpXrx5q1qxp8sqtra2tauGotV1A4e8LZ2dn1cJRay47OzvVwlFrrqfleNPSfhsbmye2cHzKdQDwihAiCMAaAJ2FECuh8dxMRESF56m651FkfhpaBMBfSjkjx1NbAfTP+nd/AOr9zYieUpzzkYgsSUr5lZSyipSyBoC3ARyUUr4HnpuJiKyKRP4Lx2JZPCLz2833kfmt5oWs5SUAkwF0E0IEAOiW9TsRmfDmm2/iv//+Q0QELwIQUYHiuZmIiAqMnVqAlPIoAHNlL2+SINLA1dUVb775JlasWIHPP/+8qJtDRE8QKeVhAIez/h0NnpuJiKyKthFmiodHGm2ViPJv0KBBWLhwoepIoURERET0hHja5nkkIsvw9vaGvb09Tpw4UdRNISIiIqLCIh9jsTIsHokKiRACgwcP5sA5RERERFQssXi0gNDQUNUYvV6vOhk5AISHh6t2a5RSIiwsTDVXVFQUdDqdapyW9icmJiIpKckiuTIyMhAdHa0ap+U1Go1GhIeHq8ZFRERAr9erxmlpf1xcHFJTU/OV691338XmzZuRmJgIIHPOyNjYWIu0y2AwaBqQ5/79+zAajapxWvZ/TEwM0tPVJxjX0v7k5GQkJCRYJJdOp7Po8ablPWbJ4y0hIcFix1t6erqm442IiIgKBrutUi4LFiyAwWBQjAkKCsLOnTtVc61btw5RUVGKMfHx8Vi9erVqrn379iEwMFA1bt68eaoxp0+fhq+vr0VyBQQEYP/+/apxK1euVC0mIiMjsWHDBtVcO3bswN27dxVj9Ho9Fi5cqJrr2LFjuHTpkmqcqX1RpkwZdOvWDWvXrgUAXLlyBT4+Pqq5lixZgrS0NMWYe/fuYcsW9VH5N23apFoMJScnY9myZaq5Dh06BH9/f9U4Le+LCxcuaOrS+9dff6kWfEFBQdi9e7dqrrVr16oWVnFxcfjnn39Uc+3Zswc3b95UjdN6vJ07d84iuW7cuIEDBw6oxhEREVHBkDL/i7URhTl4h7e3t9RSgBA9yfbv34+JEyfy3kciCxBCnJVSehd1O4ozd+Eh2woO0EpEBAD75QaLnlcca3vKKr8Mz/f6t96eYFXnOV55JCpknTt3Rnh4OK5cuVLUTSEiIiKigiQBSJH/RQMhRE8hxHUhRKAQ4ksTzwshxOys5y8JIVrmeG60EOKKEMJPCPGPEMJJaVssHokKmY2NDQYOHMiBc4iIiIjosQghbAHMAfAiAC8A/xNCeD0U9iKAulnLUADzstb1BPApAG8pZWMAtgDeVtoei0eiIjBgwACsXr0aGRkZRd0UIiIiIipABXzPYxsAgVLKW1LKDABrALz6UMyrAJbLTCcBlBJCVMp6zg6AsxDCDoALAMXR+Fg8EhWBatWqoUWLFti6dWtRN4WIiIiIClLBzvPoCSDnqJAhWY+pxkgp7wGYBiAYQBiAeCnlXqWNsXgkKiKDBg3SNLorERERERVX+Z+mI2uqjrJCCN8cy9A8G8jr4bLTZIwQojQyr0rWBFAZgKsQ4j2lV8PikaiIvPLKK7hw4QKCg4OLuilEREREVFAe78pjlJTSO8ey4KHsIQCq5vi9CvJ2PTUX0xXAbSllpJRSB2AjgPZKL4XFI1ERcXBwwLvvvoulS5cWdVOIiIiIqHg6A6CuEKKmEMIBmQPePHxf1FYAH2SNutoOmd1Tw5DZXbWdEMJFCCEAdAGgOIE3i0cLmDp1KgwGg2LM7du3syeGV/L333+rTlqekJCgaXLwjRs3IiAgQDVu8uTJqjFHjhzB8ePHLZLr+vXr2Lx5s2rcnDlzkJiYqBgTFRWladTSf/75R/UKn16vx/Tp01Vz7du3T9ME7lr2RYcOHTB37lxs2bJFMW7mzJlIT09XjLl37x5WrFihus2lS5ciPDxcMSYlJQWzZ89WzbV9+3ZNU45o2RenT5/GoUOHVON+++03qM1Pe+vWLaxbt04114IFCxATE6MYExcXh/nz56vm+vfffxEYGKgaN2XKFNUYHx8fTfOAasnl7+/Pe2uJiIiKisTjdltVTi+lHsBIAHuQWfitk1JeEUIME0IMywrbCeAWgEAAfwMYnrXuKQAbAJwDcBmZteHDVzZzEWofwizJ29tb+vr6Ftr2CktAQADq1q2rGJOeno6IiAhUrVpVMe727duoVq0abG1tzcYYjUYEBQWhVq1airnu3bsHDw8PODs7K8ZpaX90dDSEEPDw8HjsXCkpKYiLi0PlypUV427evImaNWvCxsb8dxx6vR53795FzZo1FXMFBwejQoUKcHR0VIwLDAxEnTp1FGMiIiLg5OQEd3d3xTgt+2L69OmYMGEC3NzcEBkZqdiu2rVrI/NLIdMyMjIQFhaG6tWrK24zKCgInp6esLe3NxsjpcStW7dQu3ZtxVxhYWFwd3eHq6urYpyWfREXFwedTody5co9dq60tDRERkYW6vEWEhKCMmXKWOx4s7GxQenSpR87V3JyMuLj41WPt+JKCGFVkycXR+7CQ7YVXYq6GUREVmG/3GDR84pjzSqy0g8j873+nf5fWdV5jsUjURGKiopCq1atEBISgoyMDMUihojyYvH4+Fg8EhH9v4IpHj/J9/p3+n9pVec5dlslKkJly5bFhg0bYGdnh9jY2KJuDhERERGRWSweiYpY69at8ccffyAqKqqom0JEREREllaw8zwWKruibgARAUOGDFEdEIeIiIiIiiErLALzi8UjkRUQQsDJyamom0FEREREliQBaBg1tbhg8UhERERERFRACnF80gLHex6JiIiIiIhIFYtHC9DpdBaLs9ZcBoMBRqOxULdprbn0er3qJPVac0kpodfrLZJLa5y15jIajTAYDIW6TWvNVRTHGxERERWQJ2jAHBaPFjB69GjVD73+/v6YN2+eaq6ff/4Z9+/fV4yJjY3Fd999p5pr0aJFuHjxomrcJ5+ozz2zc+dO7N692yK5zp8/j6VLl6rGTZw4EfHx8YoxYWFh+PXXX1Vz/fnnn7hx44ZijE6nw+eff66a699//8V///2nGqdlXxw/fhxr1qxRjRs/fjzS0tIUY27fvo2ZM2eq5po6dSru3r2rGJOcnIyvvvpKNdeqVatw6tQp1Tgt++LAgQPYsmWLatyoUaNUi/erV69i/vz5qrl+/PFHREZGKsZER0fjhx9+UM31999/4/Lly6pxn376qWrM9u3bsXfvXovk8vX1xfLly1XjiIiIqIBIkf/FyggtV1AsxdvbW/r6+hba9oiI6MkmhLCqyZOLI3fhIduKLkXdDCIiq7BfbrDoecWxRhVZ6ZtR+V7/ztDxVnWe44A5REREREREBcFKu5/mF7utEhERERERkSpeeSQiIiIiIioQ1nnvYn6xeCQiIiIiIiooT1C3VRaPREREREREBeUJKh55zyMRERERERGp4pVHIiIiIiKigsIrj5TT6tWrYTQaFWPCw8Nx4MAB1Vxbt25FQkKCYkxKSgo2bdqkmuvw4cMICQlRjVu5cqVqzMWLFzVNgK4l1927d+Hj46Ma9++//yI1NVUxJj4+Htu2bVPNtW/fPkRERCjGGAwG/PPPP6q5zpw5gxs3bqjGadkXN2/exMmTJ1Xj1q5dC51OpxgTFRWF3bt3q+bauXMnYmNjFWPS09Oxfv161VzHjh3D7du3VeO07At/f3+cO3dONW7VqlVQm582LCwMBw8eVM21ZcsWJCYmKsYkJydj8+bNqrkOHTqEe/fuqcZp2RcXLlyAn5+fatyqVatUY+7cuYMjR46oxhEREVEBkMgcMCe/i5XhlUcLqFy5MoRQ/uM6OTmhTJkyqrnKly8PBwcHxRg7OztUqFBBNZeHhwecnZ1V4zw9PVVj3N3dYWOj/l2DllzOzs7w8PBQjatYsSLs7JTfog4ODihfvrxqrjJlysDR0VExxsbGBpUrV1bNVbJkSbi5uanGadkXrq6uqkUhAFSqVEl1/zs6OqJs2bKqucqVK6f6HrO1tUWlSpVUc5UuXRqurq6qcVr2hZubG+zt7TXl0nK8aXmPVahQQXWbWo+3MmXKWPR4U3vvA9D0fnVxcUHp0qVV44iIiKhgiCfoyqNQ+wbfkry9vaWvr2+hbY+IiJ5sQoizUkrvom5HceYuPGRb0aWom0FEZBX2yw0WPa84VqsqK4/7LN/rB3061qrOc+y2SkRERERERKpYPBIREREREZEq3vNIRERERERUQJ6kex5ZPBIRERERERUUKxw1Nb9Uu60KIRYLISKEEH45HvteCHFPCHEha3mpYJtJRERERERUzMjHXKyMlnselwLoaeLxmVLK5lnLTss2i4iIiIiIiKyJavEopfQBEFMIbSEiIiIiInqyPGVXHs0ZKYS4lNWt9amegXro0KEwGAyKMf7+/pg2bZpqrq+//hr3799XjImNjcXYsWNVc82ePRsXL15UjRs0aJBqzObNm7F9+3aL5Dp37hzmzp2rGjdmzBjEx8crxoSFhWHChAmquaZMmYIbN24oxuh0OgwbNkw118qVK3Ho0CHVOC374ujRo1iyZIlq3IgRI5CWlqYYc/v2bfz000+qub7//nvcvXtXMSY5ORmjRo1SzfX333/j1KlTqnFa9sWePXuwbt061bghQ4ZAbX7aq1evYvr06aq5vvrqK0RGRirGREdHY/z48aq5fv/9d1y+fFk1Tsu+2LhxI3buVO/QoSWXr68v5s2bpxpHxYsQwkkIcVoIcVEIcUUI8UPW4x5CiH1CiICsn0/1+ZmIyBoImf/F2gi1D2EAIISoAWC7lLJx1u8VAEQhsx7+EUAlKeWHZtYdCmAoAFSrVq3VnTt3LNNyIiJ66gkhrGry5MIihBAAXKWUSUIIewBHAYwC8DqAGCnlZCHElwBKSym/UMrlLjxkW9Gl4BtNRFQM7JcbLHpecaxaVVb5bHS+17819nOrOs/l68qjlPK+lNIgpTQC+BtAG4XYBVJKbymld7ly5fLbTiIiIsoiMyVl/WqftUgArwJYlvX4MgB9Cr91RET0pMpX8SiEqJTj19cA+JmLJSIiIssTQtgKIS4AiACwT0p5CkAFKWUYAGT9LG9m3aFCCF8hhK8O6YXWZiKip9ITdM+j6jyPQoh/ALwAoKwQIgTAdwBeEEI0R+ZLCgLwUcE1kYiIiB4mpTQAaC6EKAVgkxCi8SOsuwDAAiCz22rBtJCIiKz13sX8Ui0epZT/M/HwogJoCxERET0iKWWcEOIwMqfVui+EqCSlDMvqJRRRtK0jIiJIUdQtsJjHGW2ViIiIioAQolzWFUcIIZwBdAVwDcBWAP2zwvoD2FIkDSQiov/3NHVbJSIiIqtTCcAyIYQtMr8IXiel3C6EOAFgnRBiEIBgAH2LspFERPRkYfFIRERUzEgpLwFoYeLxaACcd4OIyIo8Sfc8stuqBfz333+qk5bHxcXhwoULqrlOnTqlOhl8RkYGTpw4oZrr8uXLiImJUY07fPiwakxQUBC0zNGpJVdUVBSuXLmiGnf8+HHodDrFmNTUVJw+fVo11/nz5xEfH68YI6WEj4+Paq6AgACEhoaqxmnZF+Hh4bh+/bpq3JEjR2AwGBRjEhMTcfbsWdVcvr6+SE5OVozR6/U4duyYai5/f39ERKjfUqVlX4SEhODmzZuqcf/9959qTFxcHC5evKgap+V4S09Px8mTJ1VzXbp0yWLH2+3btxEcHKwap2VfaD3eiIiIqIA8Qd1WWTxaQEhIiGrxmJqaiqioKNVc4eHhyMjIUIzR6/UICwtTzRUdHY2UlBTVuLt376rGxMfHIyEhwSK5UlJSEB0drRoXGhoKvV6vGJORkYHw8HDVXJGRkapFgtFoREhIiGqu2NhYJCYmqsZp2RdJSUmaCo579+7BaDQqxqSnp2sq5O7fv6/6HjMYDLh3755qrpiYGNVCFNC2LxISEhAXF6cpl6WOt7CwMNUvKB7leEtNTVWN07Iv4uLiNB1vWgrM5ORkTe8xIiIiKgDy/0dczc9ibYTahzBL8vb2lr6+voW2PSIierIJIc5KKb2Luh3FmbvwkG0Fe7oSEQHAfrnBoucVJ8+qstqIMfleP+CbMVZ1nuOVRyIiIiIiooJSwN1WhRA9hRDXhRCBQogvTTwvhBCzs56/JIRomeO5UkKIDUKIa0IIfyHEM0rb4oA5REREREREBaUAO3pmjbo9B0A3ACEAzgghtkopr+YIexFA3aylLYB5WT8B4HcAu6WUbwohHAC4KG2PxSMREREREVEBKeB7F9sACJRS3gIAIcQaAK8CyFk8vgpgucy8X/Fk1tXGSgCSATwHYAAASCkzACgOjMFuq0RERERERNaprBDCN8cy9KHnPQHkHI0vJOsxLTG1AEQCWCKEOC+EWCiEcFVqDItHIiIiIiIi6xQlpfTOsSx46HlhYp2Hr3Wai7ED0BLAPCllC2Reicxzz2ROLB6JiIiIiIgKSsEOmBMCoGqO36sAeHhCcnMxIQBCpJSnsh7fgMxi0iwWj0RERERERAWh4Od5PAOgrhCiZtaAN28D2PpQzFYAH2SNutoOQLyUMkxKGQ7grhCiflZcF+S+VzIPFo8WMHLkSBgMBsUYf39/zJ49WzXX999/j/v37yvGxMbG4uuvv1bNNX/+fFy8eFE17uOPP1aN2bZtG3bu3GmRXOfPn8fff/+tGvfll18iPj5eMSYsLAyTJk1SzTVz5kzcuHFDMUan0+HTTz9VzbV27VocPnxYNU7Lvjh27BhWrlypGjd69GikpaUpxty+fRu//fabaq5ffvlFdaL65ORkjBs3TjXX0qVLcerUKdU4Lfti37592Lhxo2rciBEjoDY/7dWrV/HHH3+o5vruu+8QGRmpGBMdHY0JEyao5po7dy4uX76sGqdlX2zZsgW7d+9WjRs+fLhqjK+vLxYtWqQaR0RERAWkAK88Sin1AEYC2APAH8A6KeUVIcQwIcSwrLCdAG4BCATwN4CcHyA+AbBKCHEJQHMAvyhtT6h9CLMkb29v6evrW2jbKywZGRlwcHBQjdPpdLC3t7dILi1xWranNZfBYIAQAjY2yt83WOu+sGQuvV4PW1tbCGGq+/ij5ZJSwmAwwM5OeeBja90XlnyPGY1GSClha2v72Lm0ts1a90VRHG/FlRDCqiZPLo7chYdsK7oUdTOIiKzCfrnBoucVp8pVZY0hY/K9/vVJY6zqPMepOixAy4c3AJo+vGnNpSVO64dFLbnUPtA/Si6g8PeFJXOpFXqPkksIoSmfte4LS77H1AqlR8kF8HjL6UktHImIiKhwsXgkIiIiIiIqAAIFPs9joWLxSEREREREVFBYPBIREREREZEi7aOmFgscbZWIiIiIiIhU8cojERERERFRQXmCrjyyeCQiIiIiIiooT1DxyG6rFhAYGKgak56ejpCQENW4oKAgGAwGxRij0Yjbt2+r5goNDUVqaqpqnJb2x8TEIDY21iK5UlJSEBoaqhp369YtGI1GxRi9Xo+goCDVXHfv3kV6erpq3M2bN1VjIiMjkZCQoBqnZV8kJSXh/v37mtqlNidrRkYGgoODVXPduXMHOp1OMUZKiVu3bqnmCg8PR3Jysmqcln0RFxeHqKgoi+RKS0sr9OPt3r17FjveoqOjLXq8hYWFqcYRERFRwRAy/4u1YfFoARs3blT9ABoaGoqjR4+q5tq3bx/i4uIUY5KSkrBr1y7VXCdOnMDdu3dV49avX68a4+fnh6tXr1okV3BwME6fPq0at3PnTtXCJC4uDvv371fNdeTIEYSHhyvG6PV6bNq0STXX+fPnERAQoBqnZV/cvHkT586dU43bsmULMjIyFGMiIyPx33//qeY6ePAgoqOjFWNSU1Oxbds21VxnzpzRVFhp2RfXr1/HpUuXVOP+/fdf1UI6NDQUx48fV821d+9exMfHK8YkJCRg9+7dqrlOnDiBe/fuqcZt2LBBNcbPzw/Xrl2zSK47d+5oOt6IiIiogMjHWKyMUPsQZkne3t7S19e30LZHRERPNiHEWSmld1G3ozhzFx6yrehS1M0gIrIK++UGi55XnCtVlbX6j8n3+lenjLGq8xzveSQiIiIiIioIVnoFMb9YPBIRERERERUQa7x3Mb9YPBIRERERERUUFo9ERERERESk5km68sjRVomIiIiIiEgVrzwSEREREREVlCfoyiOLRyIiIiIiooLwhI22ym6rFvDDDz/AYDAoxgQGBmL58uWquf744w9ERkYqxsTFxWHGjBmquf755x/4+/urxn377beqMQcPHtQ0Ab2WXFeuXMG6detU46ZNm4aEhATFmIiICMyZM0c119KlS1Uns9fr9fjxxx9Vc+3YsQOnTp1SjdOyL86ePYstW7aoxv3yyy9IS0tTjLl79y4WLlyommv+/PkIDQ1VjElOTsaUKVNUc23cuBEXL15UjdOyL44dO4a9e/eqxn3//fdQm582ICAAK1asUM01e/ZsREdHK8bExsZi1qxZqrlWr16N69evq8Z99913qjH79++Hj4+PRXJdvnwZ69evV40jIiIiyxOPuVgbofYhzJK8vb2lr69voW2vsNy7dw+enp6KMXq9HjExMShfvrxiXFhYGCpWrAghzL9dpJQICwtD5cqVFXNFRkaiZMmScHBwUIzT0v6EhAQIIVCiRInHzpWRkYGEhASULVtWMS40NFT1NRqNRty/fx+VKlVSjIuIiICHhwfs7JQvtmtpf1xcHBwcHODi4vLYuVJTU5GamgoPD4/HzmUwGBAVFYUKFSooxoWHh6N8+fKwsVH+7kjL/o+OjoarqyucnJwU47S0Pzk5GXq9HiVLlnzsXDqdDrGxsRY73sLDw1XfY5GRkShVqhTs7e0V47QebzY2NnBzc3vsXOnp6UhKSkKZMmUU44orIYRVTZ5cHLkLD9lWdCnqZhARWYX9coNFzysuFarKOu+Oyff6l2eOsarzHItHIiIqtlg8Pj4Wj0RE/69Aisd3HqN4nGVdxSPveSQiIiIiIiogT9JUHSweiYiIiIiICgqLRyIiIiIiIlL1BBWPHG2ViIiIiIiIVKkWj0KIxUKICCGEX47HPIQQ+4QQAVk/SxdsM4mIiIiIiIoZmXnPY34Xa6PlyuNSAD0feuxLAAeklHUBHMj6nYiIiIiIiHKSj7FYGdXiUUrpAyDmoYdfBbAs69/LAPSxbLOKl6SkJNUYo9GIlJQU1bjExERN29QSl5qaCoPBoBqnpf3p6enQ6XQWyWU0GpGamqoal5ycrBqjNc6SudLT06HX61XjtOwLvV6PtLQ0i+SSUmpqf1JSErRM0WPJ95iWdun1emRkZFgkl5RS0/FmyfdFSkqKpv2qJVdGRoam401LLq3HGxERERWMp+3KoykVpJRhAJD10+xM3EKIoUIIXyGEb2RkZD43Z92+++471Q/QAQEBWLZsmWIMAPzxxx9Q20/x8fGYPn26aq5//vkHV65cUYyRUmLixImquQ4ePIiDBw+qxn3zzTeqMZcuXcKaNWtU46ZMmYL4+HjFmLCwMMyePVs115IlSxAQEKAYo9fr8e2336rm2r59O06cOKEap2VfnDlzBlu3blWN++mnn5Cenq4Yc+fOHSxcuFA11/z58xEaGqoYk5KSgl9//VU118aNG3Hu3DnVuK+++ko1xsfHB7t27VKN++abb1SLtGvXrmH58uWquWbOnKl6vEVHR2PatGmquVatWqV6vAHA119/rRqzd+9eHD582CK5Lly4gHXr1qnGERERUQF5gq48Ci3flAshagDYLqVsnPV7nJSyVI7nY6WUqvc9ent7S19f3/y3loiIKAchhFVNnlwcuQsP2VZ0KepmEBFZhf1yg0XPKy7lq8r6b47J9/oX5o2xqvNcfq883hdCVAKArJ8RlmsSERERERHRk4HdVoGtAPpn/bs/gC2WaQ4RERGpEUJUFUIcEkL4CyGuCCFGZT3O0dCJiKzJ43RZLY7FoxDiHwAnANQXQoQIIQYBmAygmxAiAEC3rN+JiIiocOgBfC6lbAigHYARQggvcDR0IiLr8wQVj3ZqAVLK/5l5ijdIEBERFYGsweoeDFyXKITwB+CJzNHQX8gKWwbgMIAviqCJRET0BFItHomIiMh6ZQ1q1wLAKTw0GroQwuRo6EKIoQCGAoATXAqppURETx8B67x3Mb/ye88jERERFTEhhBuAfwF8JqVM0LqelHKBlNJbSultD8eCayARET1d3VaJiIjI+ggh7JFZOK6SUm7Mevi+EKJS1lVHjoZORGQFhIapEYsLXnm0gEWLFsFoNCrGhISEYOfOnaq51q5di/j4eMWYpKQkrFq1SjXX3r17cfv2bcUYKSUWLFigmuvMmTOaJoP/66+/VGNu3bqF/fv3q8atXLkSKSkpijGxsbFYv369aq7t27cjLCxMMcZgMGDhwoWquY4fPw4/Pz/VuPnz56vG+Pv7w8fHRzVu8eLFyMjIUIy5f/8+Nm/erJpr48aNiIyMVIxJS0vD8uXLVXMdOnQIAQEBqnFa3hcXLlzAyZMnVeP+/vtv1eMtODgYu3btUs31zz//ICFB+WJNYmKipuNt9+7dCAoKUozRerydPn3aYsdbQEAADhw4oBpHxYsQQgBYBMBfSjkjx1McDZ2IyJo8YaOt8sqjBTRp0gQ2Nsp1eKlSpVCzZk3VXA0aNICzs7NijLOzM7y8vFRz1axZEx4eHooxQgi0aNFCNVflypWR+VlFWcuWLVVjPDw8YDAYVOO8vLzg4OCgGOPi4oJ69eqp5qpVqxZKlCihGGNjY4NmzZqp5vL09FT9GwFAq1atVGPKlSunKVfTpk1V90WJEiVQt25d1Vx16tRR3RcODg5o1KiRaq6qVauqvscAbe+LihUrQq/Xq8Y1b95c0/FWq1Yt1VwNGzaEi4vy/V5aj7datWpZ9HiztbVVjdOyX8uWLau6v6hY6gDgfQCXhRAXsh77Gpmjn6/LGhk9GEDfomkeERE9iYQsxMuo3t7e0tfXt9C2R0RETzYhxFkppXdRt6M4cxcesq3gAOpERACwX26w6HnFtWxV6fXK6Hyv77vkc6s6z/HraCIiIiIiooJSwN1WhRA9hRDXhRCBQog88/uKTLOznr8khGj50PO2QojzQojtatti8UhERERERFRAhMz/oppbCFsAcwC8CMALwP+EEA/fb/MigLpZy1AA8x56fhQAfy2vhcUjERERERFRQSnYK49tAARKKW9JKTMArAHw6kMxrwJYLjOdBFAqa0RuCCGqAHgZgPqokWDxSEREREREZK3KCiF8cyxDH3reE8DdHL+HZD2mNWYWgPEAlIeyz8LRVomIiIiIiAqCxu6nCqJUBswxNR3Cw1s0GSOE6AUgQkp5VgjxgpbG8MojERERERFRQSnYbqshAKrm+L0KgFCNMR0AvCKECEJmd9fOQoiVShtj8UhERERERFQABAp2wBwAZwDUFULUFEI4AHgbwNaHYrYC+CBr1NV2AOKllGFSyq+klFWklDWy1jsopXxPaWMsHi1g6NChqpPe+/v7Y9q0aaq5vv76a0RERCjGxMXF4fPPP1fN9eeff+L8+fOKMVJKDBkyRDXX5s2bsW3bNtW4wYMHq8acPXsWc+fOVY0bM2YM4uPjFWPCwsIwceJE1VxTpkzBjRs3FGP0ej2GDRummmv16tU4cOCAatygQYNUY3x8fLBs2TLVuOHDhyM9PV0x5vbt2/j5559Vc33//fe4e/euYkxycjJGjRqlmuvvv//GqVOnVOO07Ivdu3dj/fr1qnFDhw6F0ajcLd/Pzw8zZ85UzfXFF18gOjpaMSY2NhZjx45VzTV79mxcvHhRMUbr8bZx40bs2LFDNU7Lfj19+jT++usv1TgiIiIqfqSUegAjAexB5oip66SUV4QQw4QQDz7Y7gRwC0AggL8BDM/v9oSUj9cJ91F4e3tLX1/fQtseERE92YQQVjV5cnHkLjxkW9GlqJtBRGQV9ssNFj2vuJWpKhv3/Czf659aPdaqznMcMIeIiIiIiKiAPOaAOVaFxSMREREREVFB0D7wTbHA4pGIiIiIiKiACE0zKBYPLB6JiIiIrI0wMS1bIY5TQURkCotHIiIiIiKigvIEfe/D4pGIiIiIiKiAcMAcIiIiIiIiUibxRHU5tynqBjwJ9uzZozppeXR0tKbJ1P/77z+kpKQoxqSnp2uapP7s2bO4f/++atzOnTtVYwICAhAYGKgap9PpoGXuULUJ74HMCdUNBoNqnBqDwaD69wEy264lTq/Xa9rurl27VGPu3r0LPz8/1Tgt77H4+HgcP35cNdfRo0eRmJioGKPT6bBv3z7VXBcvXsS9e/dU47S8x27duoVr166pxu3atUv1PRYVFYUzZ86o5jp06BDS0tIUY9LT03Hw4EHVXL6+voiMjFSN0/K+uHHjBm7evKkap2W/hoWF4cKFC6pxREREVDCEzP9ibVg8WkBycjKEqRvbczAajcjIyFDNlZaWplokaM2Vnp6umktKqfrhGcgsJrQUTRMnTkR0dLRizMGDB9GuXTvFmNjYWNSvXx9TpkxRjPv2229RvXp1xQLGYDCgbNmyWLx4sWKuvXv34o033lAtTH7//XfExsYqxgBQ/RLgQdu0FNLp6emqhfSj5LLU+yIjI0NTgZ+amqoao9frodPpVOO0tMtgMFjsGDEajZr3hdoxIqXUtC90Op2mfaF1v2rZF0SkkRCWXWxsTS/CxsRi4W2bWoiIFAgtV4ksxdvbW/r6+hba9qjwZWRkIDU1FSVLljQbYzQaMWzYMCxYsEAx1zvvvINOnTphyJAhZmNWr16NKVOm4OLFi4q5ateujSNHjqBy5cpmY3bs2AFPT080b95cMVdqaiqcnZ0VY4iocAghzkopvYu6HcWZu/CQbUWXom5G8WHpAks8wvf4shDG+3+CutcR5cd+ucGi5xW30lVl806j8r3+sU3jrOo8x3seyaIcHBzg4OCgGGNjY4OpU6eq5ho/frxq98ru3btr6t73888/KxaOANCjRw/Y2akfEiwciYiIiEgLAevsfppfLB6pSChdmXygefPmql0iy5Yti08++UQ1V79+/VRjtBSORERERESaSflEXdHnPY9k1WxtbVVjSpUqpRqjdk8qEREREREp46UWIiIiIq1fMmq8R1HYFMSXlupfqAKAND7OVQ6N91U+QVdSiAoau60SERERERGROhaPREREREREpIZXHokUSCl5jyERERERkQTwWF3JrQsHzLGAYcOGqY4Keu3aNcyYMUM114QJE3D//n3FmNjYWHzxxRequebMmYMLFy6oxh05ckQ1Ji4uTlP7165di6+//loxJjw8HOvWrVPNtXnzZoSGhirG3Lt3D1u3blXNtWHDBsX9mpiYiODgYPz777+KeQICAjB27FjExMSotmvt2rWq7Tpy5AiWL1+uGvfJJ58gPT1dMeb27dv49ddfVXNNmjQJd+/eVYxJTk7GZ599pppr0aJFOHHihGrc4MGDVWN2796NDRs2qMZ99NFHMBqV78nx8/PDrFmzVHN98cUXiI6OVoyJjY3FuHHjVHP98ccfqvONSikxdOhQ1VybNm3Cjh07VOO07NfTp0+rzqlKREREpIWQhXjDs7e3t/T19S207Vkbo9EIGxvlel1LjNY4rVcAY2JiUKJECdjb25uNuXbtGvr164f9+/ejXLlyJmMuXryILl26IDY2FgkJCXB1dTUZd//+fTRq1Ajr169Hp06dzG7z7bffxhtvvIG+ffuajTlw4ACmTZuGXbt2mY0BgKpVq+L48eOoWrWqyef//fdfTJgwAW3atMGMGTNQpkwZk3ELFizARx99hD/++AMjR440u72//voL5cuXx2uvvabYLkDb38mS7wtL5iIqakIIq5o8uThyFx6yrehS1M0oOI8xEI7mQW9MDaJTIAPmaKT1KofM+0WcycF2TMSZzvfkXF2hp9d+ucGi55USJavIlh0+zff6Pru+sKrzHD8ZFiItH8S1fljXEqe166iHh4di4QgADRo0wPHjx5GUlGQ2plmzZliwYAFsbGxw7tw5s3EHDx4EAHTr1k3xClKjRo1w9epV6PV6szHp6elwdHQ0+3xaWhq2b98Oo9GIKlWqmI0LCwvDtWvXcObMGcV9cejQIUybNk2xcASAgQMHaiocAW1/J0u+LyyZi4iIiIiUCZn/xdrw0yFp5urqipo1ayrGvP7661i/fr1id9mePXvC1dUVBoMBycnJJmNCQ0Nx9epVrFy5EvPnzzcbc/r0aaSlpeHs2bMmYxwcHNCnTx8kJibizz//NNumsLAwlCpVClu2bIG7u7vZuIEDB+Lzzz83+3zO7RIRERERQcr8L1aGxSNZXJ8+ffDOO++Yfb506dJYvXo1bG1tkZiYaDKmUqVKuHv3LgIDA1G+fHmTMWXKlMHUqVOxZ88es/dG2tjYwMPDAy4uLhgwYIDZNt2/fx9r1qxB3bp1zb8wAN27d1d8noiIiIgoJ155JFJh7p7BBzp06IBJkyaZLR6FEJg4cSIAoEaNGiZjHP+vvfOOi+pK///7wFAUQYoVG2Cvsfcaa4zdGGuSNXU3MevmG40xu9lNTDaa4ia6m5gYS0zsRtca7KjYKZZVsRBAQBQE6b2c3x/A/MC5UxQUBs/79Tqvmbn3uec+98ydufdzzznP4+DAgAEDcHZ2ZujQoSZ9WbBgAc7OzkZt3nzzTYYPH27SZ4VCoVAoFAqF4klGpepQVBjvv/++0WGrUNjL1717d5NDZYcOHYq7uzuOjo5GbQYOHMjLL79s0pfOnTubd1ihUCgUCoVCoXgQZFGpIpRJPAohIoBUIB/Iq0yRgBSVHxsbG5O9gUIIFi1aRK1atYzaDBs2zOw8zM8++wydTj0nUSgUiipPeUdWtTCKqmbgM62gY48iB7LWnChhWXRUKbWORSvaqqGdZlRWNPZbCedsKRSPEwGIKvQ7KI876kFSyvhyqEehMMBUKg+ANm3a0KxZM5M2bm5u5emSQqFQKBQKhUJhORZmu7EG1JzHcuDSpUtmbdLT0/n999/N2oWEhJCbm2vSJi8vjytXrpitKzw83GRqjWJSU1PJyMgwa5eZmcm1a9fM+mZJ7tDyyi8qhDCZquNBKCgosMiv7Oxsszb+/v7k5OSYtbPk+4HCc8ycb1lZWdy4ccNsXdeuXbPIt8uXL5u1iYqKIjk52aydJb+R+Ph47ty5Uy51paenEx4ebtYuJCSE/Px8kzYFBQWEhISYrSsiIsLkMOxiLPE/NjaWu3fvlktdKSkpREVFmbVTKBQKhUKhMEdZxaME9gshgoQQr2sZCCFeF0IECiECLbkZskb8/PzM3oAmJCRw8eJFs3UFBgaaFRSZmZmcOXPGbF2XL18mLi7OpI2UkunTp7NgwQKTdr///jtt2rTh+eefN5mb8c0332TlypVm6+rXr59ZMfT6669z9OhRkzanTp3i1VdfNWkDMGTIEEJDQ03a/Pzzz8yePdvo+tTUVGJjY2nfvj3R0dFG7W7fvs2oUaOYMWOGyfMiIyODkSNHcvPmTbP+Hz9+3OxDhcTERM6dO2e2ruDgYJKSkkzaZGZmcvz4cbN1XblyxWik25IcPHjQrE1ERITZ7wgKf2+mzkGAuLg4i35vZ86cMRq0qZi0tDROnTpltq7//e9/xMbGmrSRUurznJri999/t0j8WtKut2/ftuhBgEKhUCgUikeDkPKhS2VDlKUHSAjhKaWMEULUAQ4Ab0spjxmz79q1qwwMDHzo/SkeDYmJiaxatYoZM2ZQt25dTZutW7cybdo0cnJy+O9//8u4ceM07a5fv07//v05ceIEPj4+mvNApJR06dKFL774giFDhhj1a968edSqVYu5c+catdm1axdr1qzh119/NWoTHR1N165duXXrFra2tpo26enptGrVih07dhgNnjN58mQiIyMZM2YM8+fPN7q/mTNnsmvXLubOncusWbNwcnLStLt79y5OTk5Ur17daF0KhcI0QoggNd++bLgId9lDDK5oN8oHNeexEDMP2P7/plrbas15NKxPc86jhp2a86iwNg7KX8v1uuLi3FB26/rWQ29/+MgHleo6V6aeRyllTNFrHPBfoHt5OKV4vLi5ufHuu+8aFY4AEydO5MSJE/To0YNPPvnEaK9hixYt+Mc//sGLL77I4sWLNW2EEMyZM4evvvrKpF9du3YlICDApE1aWho1atQwabN7926effZZo8IR4KuvvmLIkCFGhWN4eDhbtmwhICCABg0aGK0nLCyMVq1aER4ezrx584wKR4DatWsr4ahQKBQPixCGRdPOxqAIW1uDgkYRtjaGRaczKNjZGRQtO639lrVo+a3lj+bxCWFQsNEoWm1oIwyKlp3F35NCUWWRhQ9RHrZUMh5aPAohnIQQzsXvgWGA+Qk4Cqula9eunDx5krfffpvg4GCjdq1bt+by5cvMnTuXW7duadpMmjSJkJAQk3O2unbtirme6tTUVLPicefOnYwZM0ZzXUxMDKdPn+bbb7/l008/NVrHDz/8gJ2dHQsXLmT69OlG7Xx8fJg3b57JKLIKhUKhUCgUiicHIR++VDbK0vNYFzguhLgAnAX2SCn3lo9bisqKjY0Nf/jDH+jSpYtRm86dO+ujpP73v//VtLGzs2P27NksXrzYaPAWLy8vUlJSiI83HszXXM9j8Xw1Y8Nj/f39GTBgAN27dzfaM5mVlcWFCxcIDg5m7ty5JnswFQqFQqFQKBSKqspDi0cpZZiU8qmi0lZK+c/ydExhvbi4uLB161YWLFjAtm3bjNq98sor7N69m0mTJmmuF0LQtWtXgoKCjNZhSjxKKTlw4AB9+vQxOnz01KlT5OTk4ODggLu7u6ZNbm4uO3fupG3btkb9UCgUCoVCoVAoNFHDVhUK09jY2PDhhx8yd+5co2lANm3aRHx8PDt37jQa8dLc0NW0tDSjQ0RXrlzJkiVLGDBggNEUCqdOnWLq1Kls2rQJe3t7TRtnZ2fs7OyM+qBQKBSPGyHEKiFEnBDiUoll7kKIA0KIG0WvKsmtQqFQVDQSRMHDl8qGEo+KR8ozzzxjNCjM66+/zrx58wA00xIkJSVhZ2fHf//7X3744QeD9TExMaSmplK9enXN9CaxsbEcPXqU1atXaw41zcrKolOnTvzyyy/odLoHPTSFQqGoSH4CRty37H3gkJSyOXCo6HPVoLyD42gEhbE8iI5WMQysox3IRlfuRTswj0agnzIcnwqio1CUEdXzqKhqVFQOzs8++4zJkycTFhZmsK5mzZrs3r2boKAgzd5LPz8/Vq5cyZw5czQT1UspsbGxYfXq1Tg6OhqsF0Lw3XffVegcxry8vArbt0KhsF6K0mLdu2/xWGBN0fs1wLjH6ZNCoVAoqj5KPJYDH3zwgclk8FCY/3DlypVm6/rqq6+Ii4szaZOYmMhnn31mtq6kpCQ2bdpk1m7r1q0MHTrUZGCazMxM/vOf/5g9zsOHD5tN9J6ZmcmePXuAwuGtP/30k2aakKCgIN5/v/DBudb6AQMGkJubS4sWLTTTZ0gpmTNnDj169GD//v0GAtTBwQGbEnm4rl27xunTp036npOTw5IlS8jNzdVcX1BQwMcff8zBgweNBgsq5tKlSzz77LNmk9Snp6ezd6/5WFQREREsW7bMrN3SpUuJiYkxaZORkcFHH31ktq5NmzaZjLxbTHEPsymOHj3Kb7/9ZtZu/vz5FJjJYXb16lVWr15ttq4vvviChIQEkzaJiYksWrTIbF1r1qzhypUrJm2klPpz2hT79u3j8OHDZu0sadfz58+zYcMGs3aKKkFdKeVtgKLXOsYMhRCvCyEChRCBuWQ/NgcVCoXiiUSWoVQyhLF8fY+Crl27SnOpF6yRhIQEPDw8TNrk5+eTlpZGzZo1Tdrdu3fPaOCWkiQmJuLmZno6S0JCAlu3bmXMmDHUq1dP0yYjI4OBAwcSEBBA3759OXjwIA4ODgZ2SUlJTJkyBSkl69evJzExkWbNmhnY/fzzz/zjH//gyJEjNGnSRHOfSUlJtGvXjp07dxrNqwjw6quv0q1bN7Zt28Z7773H4MGGSaw9PT2pV6+epoD59ddfGTVqFAkJCXTq1InQ0FBcXFw09xUXF0fv3r1ZsGAB06ZN07SJjo7m+eefp0GDBvz0008GQXiklLz99tt8++23NGvWjGXLlhmN8nrixAnefPNN6tSpw48//oiXl5fRdoiPjyc/P99kHs7i/SclJZk9LxITE6lZs2Yp4ayFJed1amoqDg4ORueLPkhdWVlZFBQUmM19aUldeXl5pKenm/29WVKXpXbJyck4OTmZHQJtSV0ZGRkIIahWrVqZ68rNzSUrK6vKpo8RQlSq5MmPEyGEF7BbStmu6HOSlNK1xPpEKaXZeY8uwl32EIb/r5UKS4c1CsP/NaE1usTGsD5NO439Wlqfli+admWlQOM+Tmo8YNOwk1oPhDXuCzXtLNyvtNS/Sjg8T/FkclD+Wq7XFZcaDWTP9n986O0PnP57pbrOqZ7HcsCSm09bW1uzN7KARcIRMCsQiv16/fXXjQpHgOrVq7Nnzx5++eUXGjVqxHvvvYfWAwVXV1f27NlDjx496Nq1K8OGDSMyMtLA7sUXX+T9999nyJAhRnM8urq68tVXX/HGG2+Y7MkcOnQoBw4cYNGiRdSvX1/TpmXLlnTs2FFz3cSJE3F0dGTJkiXMnDnTqHDMyMhg9OjRvPzyy5rCcffu3ezfv5/u3bszefJkNm/erBm99W9/+xvffvstzs7O9OzZk169ehk9tm7dunHhwgUOHDhgUjgC1KpVy6xwhMJhuJacF25ubmaFI1h2Xjs7O5sVjpbW5ejoaFY4WlqXTqez6PdmSV2W2tWsWdOiubOW1FW9enWzwtHSuuzs7KqscFQYECuEqA9Q9Gp6GItCoVAoHg9VaM6jihKioHbt2syYMYMZM2aQn59Pfn6+5k2wra0tb7zxBhs3buTGjRu88MILHD582GDO4BtvvEFWVhZDhgzhyJEjmsJn8uTJrF69mu+++463335b06/Bgwfz1ltvsWnTJqNip0ePHpo9pVAoppKTk1m9ejUXLlzQtMnPz2f69Ol06NCB+fPnG6zfvHkzM2fOpFatWmzdutWoIPzf//5HnTp1CAoKokOHDmZFhCWCS6FQKB6QncBLwKKi1x0V684jRquXUatnz9JeRo1lQqvH0+KeRwt7I8uKVjhGqdXDafiwVmB4LFq9jFrtJTXqo0Dr+ExPd/n/OzHSK1sJb54VigdCAo84aqoQYgSwBLAFVkgpF923XhStHwlkAH+QUgYLIRoBPwP1irxcLqVcYmpfqudRUQpbW1uTwqdBgwb89ttvzJ8/nxs3bvDFF19o2s2ePZuZM2cyZMgQ4uPj+f3330utLw5W8+mnnxrtoaxVqxZNmjQhKChI+wJO4VDHOnWMTuth+fLljB49Gk9PT831c+bMITMzk++++85gHzdv3uT1118nIyODpk2b0qpVK6P7ad++PbNnz6Zz584qcqtCoXjkCCE2AKeAlkKIaCHEKxSKxqFCiBvA0KLPCoVCoajCCCFsgW+BZ4A2wFQhRJv7zJ4BmheV14HiIBl5wLtSytZAT+AtjW1LocSj4oFp1qwZn332GZGRkXTu3JnMzExNu/fee49JkybRq1cvXnvtNYP1TZs2Zfbs2cyePdvovoqHrhrj7t271K5dW3NdTk4OS5cuZc6cOQbr4uLiWLp0KX5+fmzZssUgj2NeXh5//OMfee655zh+/DiHDh2yaEioQqFQPA6klFOllPWllHZSyoZSypVSygQp5WApZfOi1/ujsSoUCoXiMSOQCPnwxQK6A6FSyjApZQ6wkcLo2yUZC/wsCzkNuAoh6kspb0spgwGklKlACGAYhbIESjwqHhqdTsfw4cNNzs3y8fEhLCwMPz8/Dh06ZLB+zpw5hISE6KOv3o858RgXF2e053H9+vV07NiRNm1KP0AJDg5m+PDhLF68mN27d2vOB0tPT+fXX39lxYoV9OnTx2jPp0KhUCgUCoVCYZKyzXmsVRwdu6i8fl/tDYCoEp+jMRSAZm2KgrB1As6YOhQlHhWPlBkzZrB//36eeuop/va3vxkE47G3t+f7779n1qxZpKenG2zfp08fzp8/T1pammb9xsSjlJKvvvqKuXPnGqxbvHgx58+fp3bt2kbnHtasWVMzKI5CoVAoFAqFQvFAlE08xkspu5Yoy++rXauH4/4uS5M2QogawFbgL1LKFFOHosSj4pEzePBggoKCeO211zh37pzB+n79+vH000+zYMECtm/fXmqdo6Mj3bt3x9/fX7NuY8NWfX19qVGjBv369Su1PDIykk2bNjFq1Ci2bdtmcr7k4yAvL69C969QKBSVDiE0io1BETbCoGjaCWFQtPahaWdrq1FsDIuNrUEROp1GsS33oumjhj/adsKgCFtbg2Jxe2l9nRZ+TwpFlaU4YM7DFvNEA41KfG4I3J/Q26iNEMKOQuG4Tkq5zdzO1K+1HIiPjzdrk5eXR1JSUrnUBZhNbF5MVlaWWZuMjAw++eQTkpOTTdoZm9tYktzcXM1UH7a2trz88sv6vI4lbaSU9O/fny+//JIPPvjAYFtjQ1cLCgo082Lm5OTwxRdfMHfuXP3FrHh/mzdvZuPGjezcuZPGjRuX2k5KSU5OjtljvHfPcBqRlBJfX1+uX78OFOb8M/VdRkVF8cEHHzBp0iSzCe9jY2O5dOmSWb/y8/PJzc01a2dpbldL7FJTUy1qM0vO68zMTM3e54epKy8vz+z5DJb/jizZZ3JyskUPAyypKyMjw6LfmyV15eTkkJJi8iGiQqFQKBQK6yUAaC6E8BZC2ANTKIy+XZKdwIuikJ5AspTydlEU1pVAiJTyX5bsTInHcuDrr782ma8QICwsjG3bzIp51qxZw927d03aJCcns3z5/T3W2vscMWIEsbGxJu3mz5/PRx99RO/evQkPD9e0SUpKwsfHh3fffVcfHTU1NdXA7osvvmD06NHcvHnT6P5SUlLo3r27Pk+kEIK2bdtSu3ZtQkJCiI6OBuCf//wnBw4cMCoek5KSqF69Op999pl+WWpqKkOHDuXWrVuMGzcOKOyd7NevH2lpafz5z3/mueeeM3hCGhAQQJ8+fVi1ahVQWijn5OTg5+fHvHnz6NChA507d9Z/3wUFBWzbto2uXbsycuRIXn75ZRo0aICXlxfr16838Dk6Oppp06bh5eXFwoUL8fPzMyly/Pz8mDBhAitWrDBqA4Wi/dtvvzX7XWdnZ+Pr62vSBiAiIoLQ0FCzdr6+vhYJ2y+//NKszdmzZzl27JhZu3/9619mBffvv/9u0e9t5cqVZgVkYmKi2fYH2L59u/7hgTGklCxevNhsXf7+/pw+fdqs3VdffWXW5sqVK0bnFCsUCoVCoXj0PMqAOVLKPGAWsI/CgDebpZSXhRB/FEL8scjsNyAMCAV+BN4sWt4HeAF4WghxvqiMNHMsjy9/TteuXWVgYOBj25+isDcqPT0dFxcXozZLlizh66+/Jjo6Gjc3N7Zv306fPn0M7O7cucM333zDypUrGT9+PNHR0cydO5dBgwbpbfLy8vjmm2/48ssvmT9/Pm+//bZBHkiA77//nq+//ppjx47p80CGhYXxzDPP8P777zNz5kxWrlzJwYMHWbduHfXr1+fcuXO4u7vj6OgIwLVr1xg0aBCTJk1iyZLClDTnz5+nU6dO2NnZsXPnToYNG8bIkSPp0aMHH3/8sYEft27d4oMPPuDIkSMsWrSIyZMns2bNGrZu3cro0aPx9fXl6NGjtGvXjhEjRvDMM8/QsWNHbGxsyMvL4z//+Q87d+4kLCyMqKgo/vznPzNv3jzq1q1rdAhPTk4OV69e5cKFC1y/fp358+dTvXp1E99ioUg1lutSoXiSEUIESSm7VrQf1oyLcJc9xOCKduP/Y2F+RM2cjlp2thr/nVo5HS3M/YhWfZbu9xEEX5NaD9MKNO7tCjQecms9+NbYViv3o9a2Ml8r56ThMqnln4Zd4XKV51HxeDkofy3X60rN6p6yV/NXHnr7fRc/rVTXOXU3WsWxtbU1KRyhMCdjREQEWVlZBAcH4+DgoDlksV69eixatIgbN27g6OiIr68vI0aMYMuWLXobnU7HnDlzOH36NHv37qVHjx6a8xz/+Mc/8vLLLzN8+HD9cF4fHx9OnjxJRkYGAJMmTWL//v34+/vj5eXF4MGD9b2VOTk5xMbGYmtrS4sWLfT1FveWLVu2jBEjRvDZZ5+Rl5fH3//+91L7z8zM5NNPP6VTp074+PgQEhJC9+7dGTZsGC+//DJ79uzhzJkzzJgxg/DwcPz9/fnrX/9K586d9SJOp9Pxl7/8hcOHDxMREUFmZibvvfce9erVMxmd1d7eng4dOvDCCy/wySefmBWOgBKOCoVCoVAoFFZJGYLlVMKHJyqbuUKPTqejUaNGNGrUyKSdq6srgwYNQgjBtWvXmD9/PvHx8fzpT3/S23h7e+Pr68vGjRt59tlnmT59Oh999BHJycl4enoCMG/ePJKSknj22WfZv38/Tk5OeHh48OabhT3pLi4uDB8+nMDAQK5evUpKSgoODg5A4VDUmTNnkpCQoBeUUCgeP/zwQ1555RUOHz7MDz/8QGBgoL73U0rJli1bmDdvHr179yYoKIhGjRpx79491q9fT+fOnenQoQN5eXnMmDGD7t27W9x+9vb21K9f32J7hUKhUJQzWr2RWg/fNJdpbVu+vZvavapl640UWj2PWr2CFteo0csoNY5P66ZWa1mB1sNP01N9SqHVPpXwhlqheFJQw1YV5UJmZiaOjo6aPW737t1j7ty5+Pn5Ubt2bf76178yZswYoFDMvfXWW/z+++/s3LlTLw6L2bt3L5999hnPP/88b7/9Nrdv36ZevXoANGjQgJiYGI4fP64fZnvs2DH69evHnTt36NatG+vXr6dfv34IIQgODuYvf/kL2dnZfPPNN/Tq1esRt4pCoXjUqGGrZadKDVstw3BUiwWgTRm2fQTiEUvFo9aQUguHsmpuq2lXhmGwxoataqHEo+IRUu7DVqvVl72avfzQ2++79Fmlus6psXCKcqFatWpGh2q6u7uzYsUKRo4cydmzZ5k6dSrFDxGEEPznP/+hVq1aTJ8+3SBa5ZAhQwgNDWX48OF06dKllLjs0qULNjY29OzZU7+sf//+5OfnM3XqVN5++22klCxbtoxXXnmFsWPH8tprr3Hq1CklHBUKhUKhUCgUj4dHm6rjsaLE4xNCQkICd+7c4c6dO9y+fZvbt28/9hyDr732GosWLaJHjx5MmDCBiIgIoHA+308//UROTg6vvfZaqUiaOp2OadOmsWHDBn744Qd9sByApk2b4unpaRCQ5x//+AfOzs4MGDCAUaNGMWvWLDw9PQkJCWHChAmcO3eOX375hRs3bjzUcWRkZOgjzioUCoVCoVAoFKZ4lNFWHzdKPFYC8vLy2LVrF76+vhw/fpzz58+XmsdXHkRERDB8+HDq16+Pp6cn48ePtygnYHkhhOCpp55i3rx5HD58mMuXL5fKQWlnZ8fmzZu5efMm//d//1cqYM+LL77Izz//TOfOnalWrZp+ube3N506dSq1H19fX9avX8+8efMYOXIk2dnZ9OrVi3bt2vHmm29So0YNunbtyh/+8Ae+//57vv/+e/bt28eNGzeM5ivMzc3lyy+/pHPnztSqVQsnJye++eYbi3NySim5deuWRSktFAqFQqFQKBRVjCoUMEeJx4cgOzubffv2mc1JFxMTw48//khaWppJu/DwcM6dO8c777xDv3796NSpE2vWrDGIeJqTk4Ovry9XrlyxyM/iKKZQOMQzICCAjz/+GDs7O3JycvD09GTs2LH8+OOPxMTEmK3vzp07Fu1XSmk2wbyzszOtWrUqtczR0ZEdO3Zw8uRJFixYwMmTJxk3bhzvvfcesbGxjBgxolT+xby8vFJ1REZG8sorr7B+/Xpu3LjBjh07SE5O5sSJE0yePJmff/6ZM2fOMHnyZOrUqUODBg24fPkyS5cuZezYsbi5udG4cWMGDBjAzJkzWbBgAWvXruXs2bNMnz6dhQsX0rx5c6AwL2SbNm3w9PRk+PDhzJ07l19++YXz58+TnZ1NXl4eS5YsoVevXri6utKwYUO++eYbjh49SlRUlGZe0IKCAq5cucLy5ct55ZVXzOZszMjIwNfXlw0bNpi0y8nJ4fDhw+zdu9ekXUJCAmvXriUqKsqojZSSc+fOsW7dOpN1paWlsW3bNi5evGjS7tq1a6xYscLk+ZKVlcXevXvx9/c3WVdUVBQ//PBDqXPkfvLy8jh27Bi//fabybru3r3LmjVrTJ7zBQUFBAYGsmnTJpN1JScns2XLFq5evWrURkrJlStXWLVqlcm2yMzMZPfu3WZzQEZERLB8+fLH+oBIYeUI8XDlUVBRN0/CRqMYHrOwtTEo2NoaFp1GsbczKNLR3vLiYGdQtOrEzrAIna1BwUajaLSDEMKgaLaNlp2NYREaRbv9jZWHPF9VUcWSojCJCphjIXl5eaxfv57t27ezf/9+0tPTGTJkCHXr1mXgwIG8+uqrANy8eZOffvqJXbt2ERQUhIuLC6NHjwZg0aJFNGzYECjMR7hx40Z27txJSEgI3t7e9OjRg9DQUMLDw2nQoAFpaWk8//zzNGrUiNOnT7Nz506Sk5N57rnn+OCDDwx63QBSU1P59ddf+emnn6hWrZqmYLh06RK2trY0aNCAAwcO8Pnnn3Pz5k0aNmzIqFGjGDVqlH4+YTFSSpo1a4anpyfTp09n0qRJeHh4IKVk+/btrFu3jpiYGMLCwnB3d+ff//43Xbt2pWbNmty5c4e4uDg6dOigr+/XX39lzJgx2NvbG/iXkJDAgAEDmDRpEsnJyRw7doygoCDs7OwYM2YMI0eOZMSIESxYsIBWrVoxefJkPDw8GDBgANOmTePtt98uVV9ubi779u1j1KhR+mWhoaHY2Nhw584doqOjiY6OJioqikGDBuHh4UF4eDhhYWGlXu/du0ejRo1wdXVl48aNNGnShNjYWC5evMj//vc//ev169dp3Lgxc+bMoVGjRixevJi9e/cyfvx4kpOTCQsLIy4uDk9PT3x8fNi4cSNpaWm8++67/Prrr0gp0el0NGvWDFdXV1xdXRkxYgSzZ89GSsm2bdtYvnw5R48eJTs7m3bt2tGiRQvs7Oz45z//SdOmTSkoKGDLli1s3bqVffv2kZKSQu/evWnSpAktW7bkH//4BwDx8fGsWrWKXbt2cfLkSQCmTJmCEIJZs2bp55P6+/uzfv16du/eTXR0NK1bt6Zz5864urryn//8B4D09HT9ue/n50dOTg7jx4+nevXqTJ48Wf87uHDhAj///DO7du3ixo0bNGrUiP79+wOwatUq7O3tyc3NZf369ezYsUP/exs6dCh16tTh6aef5uWXCyeeh4WFsXr1anbt2sWFCxdwc3Nj5MjC3Laff/45DRo00J+jW7du5bfffiMxMZFevXrh4+NDu3bteP/99wGIjY3Vt8Xp06fR6XRMmjQJIQRz5syhY8eOABw6dIiNGzeyZ88ebt++Tfv27enQoQN169Zl8eLFAKSkpOj9Onr0KHl5eUyaNAl7e3teeuklhg4dCkBgYCC//PILu3fvJiwsDG9vb3r37o2NjQ0///wzUPiwau3atezYsYODBw+SmZnJM888g7u7OyNHjmTatGlAoRAvbv/Lly9Tu3Zthg0bBhTmcvXw8DD4rVUFVMCcsuMi3GUPmyEPt/HjuofQClJT3gFzdBoB6DUC4WjbaexDZ9l+pVawHWNotLfQCmaTpxGQRmOqirTQzuLgOFp2WueIlp1W7kdjPEhwHYXiATlYsKV8A+Y41pe9m7z00Nvvvf55pbrOqVQdFqLT6Rg5ciRCCOzs7Ni7dy8dOnSgZ8+eeHt76+0aN27M2LFjsbGxwcbGhtDQUEaPHo2NjQ3Ozs56u9atW/P000+TmZlJdnY2zs7OjBs3jnr16lFQUMCgQYO4dOkSa9eu5ZNPPkEIgbu7O2lpaXTs2JE6depo+pmYmIitrS2tWrXS7N0CaNeunf79xIkTadmyJW3atCEgIIDdu3fz+uuvc+fOHUaOHMmoUaMYMmQI1atXp1mzZjRt2hQ3Nzd9j4YQgnHjxuHs7MwHH3xAbGwsaWlpDB8+HChMt9GsWTMCAwOZPn06n376KfXr12fDhg0sWLCA1atX06VLl1L+eXh4sHHjRr04DgsLY8WKFfzrX/9i9OjRHDhwgPnz55ORkUGrVq04fPgw3t7eNGzYkFmzZpGZmcmtW7e4desWwcHBfP3119jZ2bFixQr98qSkJOrXr0/Dhg31xdvbm1atWtGiRQt99NaSZGdnExkZSUxMDE2aNAGgbt26DB06VC8GoPBBQ2hoKPb29vj4+DBkyBAuX76MTqejZcuWQKGgjY6OJiwsDBcXF9zc3Ni8eTORkZGsXbuWPXv2sHLlStLT00lKSsLNzU3f3hMmTKBJkyZs27aNrVu30r59e6ZOnUpubi7u7u5A4TzSkSNHYmdnR/Xq1dmzZw9t2rRh+PDhehuAWrVqMX78eHQ6HTqdjlOnTjFkyBBq1KhBgwYN9Hbdu3cnMzMTnU7Hrl27qFu3LmPHji01B9XJyYmxY8fq6zp06BC9evXCy8tL32NbfP4V73PXrl0IIRg7diyAfv6qnZ0dzz77LEIIdDode/fu5amnnqJ79+74+Pjo6/L29i7lf2RkJGPGjEEIof+9CSEYPHgw+fn56HQ69uzZQ/PmzRk1ahR169bV11WnTp1SdQUGBjJixAgcHR1L2fXu3Zvs7Gx0Oh27d++mQYMGjB07lho1auhtXFxcGDdunL4uPz8/+vXrR7169Ur9Xzz11FOkpaVhZ2fHrl27qFGjBmPHjqVk8CkHBwdGjRqFjY0NOp2O/fv306VLFzp06FAqx2nz5s0ZP348dnZ22NnZER8fr2/XksO9FQqFQqFQPE4q5/DTh0X1PD4kxUnqzeVEvH37Ni4uLjg5ORm1kVISGhpKs2bN0IpYWlBQwKlTp1i3bh2bN2+mRYsWvPLKK0ycOBFXV9eyHoom0dHR7Nmzhx07duDv70/37t0ZN24co0aNKnXze/9x7NixAxcXF7p37865c+fYt28fW7Zs4fr160ChqOnWrRsvvPACKSkp/Pvf/+bFF1/ko48+KiVEAgICeOONNzh37hxvvvkmS5YsoUePHuTk5DB//nw8PDx4/vnnsbOzIyMjg8zMTFxcXCgoKEBKSaNGjdDpdISGhjJw4EDGjBlDo0aNaNiwIQ0aNKBWrVqabV1ZkFJSUFBgEAxIyy4uLq6UuNEiPz+fW7du0bhxY5N2SUlJFBQUlBKYWvsMDw8vJeK0SE9PJzU1VZ9axRjh4eF4eXmZ/D5ycnKIi4vT99wbIyYmBnd391Ln0v3k5+cTHR2tfwBgjHv37mFjY2PyNyalJCIiwuhvopjU1FQyMzONPvQpprj30VRbZGVlkZCQUErcaxEVFUW9evWws7MzaWftqJ7HsqN6HovsVM+jUTvV86h4kij/nsd6snejFx96+72hX1aq65wSj+VAUlISR44cITU1lZSUFFJSUnj66afp0aNHue8rNzeX/fv3s27dOvbu3cvAgQOZNm0ao0aNMnnD/CDk5eWxdOlSfvjhBxITE0lISKBatWp4e3tz584dateuzejRoxk1ahS9evVCp3UhLcHFixexs7PD1dWV6OhoLly4QHBwMOfOndMPoZVS8tJLLzFhwgQ6duyIq6srBQUF9O3bVz8csTjCafPmzfH29sbPzw97e3uEEHz44YcABAUFcfjwYQoKCsjJyWHw4MHUqVOH+Ph4hg8fzhtvvFEubaRQKCoHSjyWHSUei+yUeDRqp8Sj4knikYjHhi889PZ7f/+qUl3nlHgsJ/bs2cM777yjT//wxz/+kSFDhtC/f39q1679SPaZlpbGjh07WL9+PadPn2bMmDFMnz6dQYMGme2xsgR/f3/+8pe/EBwcjJOTE+np6djb2zN16lQcHBw4f/48v//+O8OHD2fUqFGMGDFCP7zSUvLz87l27RqrVq1i+fLl1KxZk7S0NNzd3encuTP169dn3bp1fP7559jY2PDWW2+xdOlSunfvzogRI0hISOC7777Tzzm9ePEiU6ZMoWXLljRp0oSNGzfqA8+4ubnRu3dv+vXrR7du3ejSpQs1a9YsczspFIqKQ4nHsuNi4y576oabtXugm3tLKGtSeC1BqSkeNcSZpSLTzlAoCq3efM1lhttKB0M7aWfkeq01AiFfSzxqiLhcQwEoNJZpiUyZoxFoq8CyfWgKSo3vTtNOiUdFJeFA7kYlHk2gxGM5kp2dzZIlS9i4cSMvvPACx44d4/jx49SuXZv+/fvTv39/+vXrZ3ao68Nw9+5dtmzZwrp16wgPD2fy5MlMnDgRX19fAgICyMzMJDMzkw8++IAJEyZYXG9BQQE///wzAwYMYOTIkTg6OnLr1i3q1avHzZs3ad26NR4eHiQlJXH58mWeeuopfdCdVq1aPdDQ0OTkZN577z0OHDjAxx9/TPXq1Tl37hw//PADOTk5ODk5odPpaN26Na6urmzevBkXFxcuXLhAkyZNWLZsGQsWLGDp0qU8//zz+noDAgKYPXs2zs7OnD59GkdHR6pVq0ZCQgKenp5069ZNXzp16qTmhykUVoQSj2VHiUfj2yrxWIQSj4oniHIXjw71ZO8GMx56+73hiyvVdU6Jx0dAQkKCPrJhQUEBISEhHDt2TF8cHBz0YrJ///40bdq0XOffhYeHs2HDBtatW0dubi5eXl6cOHGCzMxM6tWrx9NPP82QIUMYPHjwAwnZyMhIGjVqxKZNm/i///s/XnrpJYYMGcLZs2c5ceIEp06dokaNGri4uBAbG4ujoyPjxo1j9OjR9O/fHwcHB4v2c/jwYV577TWefvppvvrqK4KCgnjnnXfw9fVl3bp1fPPNN6Snp5OcnIytrS3du3cnPj4eKSXLli0z2vNaPI8wKCgIX19f9uzZw/Xr12nVqhXOzs4kJiYSEhKCh4eHPsrp4sWL6dixY5WfN6ZQWCtKPJYdJR6Nb6vEYxFKPCqeIMpfPNaVvT2nP/T2eyO+rlTXOSUeHzNSSsLCwkqJyczMzFJisk2bNqXSZBRvFxERwblz5wgODubKlSt8//33JgNwSCm5ePEi69at45dffiE/P58//elPuLu7ExgYyKFDh6hRowaDBw9m8ODB+jQVlhAXF8esWbMICQlh9erVdO3aVS+UT5w4wfHjxzly5AhJSUk4ODiQnp5Ojx49mDZtGmPGjDEb4CU9PZ2//vWvbNu2jW+//ZaPP/6Yjz76iGeffRYfHx9u376No6Mjn332GQsWLKBt27bUrVuX8+fPEx0dTbt27ejcuTOdOnWic+fOtG3bVjMtyN27d9m/f79eTEJhD2hxugydTkdubi4eHh54e3vTvn17evbsSe/evWncuLE+EFJWVla5zTlVKBSWo8Rj2VHi0fi2SjwWocSj4gnikYjH+tMeevu9N7+pVNe5J0I8Fh+jud49KaVFPYAFBQUG4k6LtLS0UuH7tcjPz8fX15f169dTvXp1Tp06RWxsLH379tWLyY4dOxIdHc2//vUv1qxZQ0pKCjY2NjRs2BBPT088PT2pX79+qdfi9x4eHgghKCgo0Ofq27ZtGx07dmTatGm0bduWs2fPcujQIY4dO4aXl5deTPbt29dklFiArVu38uc//5kXXnjBIGIqFEabPXnyJAcPHuTAgQNERkYipaR27doMGDCAvn37Mm7cOKORI0+ePMkrr7yCh4cH169fJzAwkE8++YSNGzeSmZlJ/fr1+emnnxg8eLB+m/T0dC5evKgX2ufOneP69es0a9aslKB86qmnSh1ffn6+Pun7pk2buHfvHgMHDtSn17h+/To3btzg9u3bZGRkUJwA2cbGRj80uUmTJvj4+ODj40Pjxo1p2LAh1atXByAjI4Po6OhS6RW0kFLq00qYwtLz0JLz2tJz39K6oPx+bxXhf2VtC4UhSjyWHSUejW+rxGMRSjwqniCUeDRNlRWPOTk5HDt2jF27dnHp0iXWr1+vOZQxNjaWAwcOsH//frp27cr06YbdysW9hUeOHMHPz48XXnihVG5Ce3t7nJyckFJy48YNjh07xtGjR3FycmLWrFl6geHs7IydnR1CCGJiYli9ejVnzpwhNTUVJycnunTpgqOjIzqdjtTUVBISEoiLiyMlJQVPT0+8vb3x8vIiOTmZyMhIXn31VdLT00lLSyMlJYWkpCSSkpKIj48nPj6eu3fvkpKSQt26dUuJytq1a5OQkMD58+c5f/48gwYN4g9/+APDhg3j8uXLHDx4kEOHDhEQEEDHjh0ZPHgwQ4YMoUePHpptmJCQwOzZswkKCmLVqlX06tXL6PeSnp7Ob7/9xp///Gfu3LkDFOb2a9GiBSNGjODVV1+ldevWpW6ks7KyGDduHPv27aNly5akp6cTHR1N9erVCQ8PN5v+oLiOq1ev6sXkuXPnuHjxIg0aNNCLyU6dOtG1a1d9EJ3ic8PX15f9+/fTuHFjnnnmGUaMGEFkZCTLly/nxIkT5OXlYWtrW0rMFacMAfQis6CggOrVq+Pq6oqTkxMuLi64uLhQq1YtqlWrRmJiIrdu3SIqKoqpU6fi4eFB9erVcXJywtXVFRcXFzIzMwkODubMmTO4ubkxc+ZMdDodtra22NraUrNmTezs7Lhx4wZHjx7l6NGjvPvuu/r0D8V5E11cXMjIyODUqVP4+fmRkZGhj1hbTI0aNbC3tycyMhI/Pz/8/PyYMmWKQRRhNzc3cnJyCAgIwM/Pj99//50vv/yy1LlSPM80NjZW/zvq3bs3o0ePLlVXcZTdCxcu4OfnR0BAAF999VUpkV/8e0tMTMTf3x8/Pz8aNmzIyy+/XKouZ2dnbG1tCQkJwc/Pj2PHjvHhhx+WelCh0+lwdnYmLS2NkydP4ufnh5SSefPmGbSFnZ0dYWFh+rZ49dVXeeqpp/Q2QghcXV3Jzs7m7Nmz+Pn5cevWLRYuXFjqfK5WrRqOjo7ExMTo22LIkCEMGzbMoF3N4ejoaPYBT3Fd5RFEqzKixGPZqWlbS/as9uyj3UmB5Tf7ZYrOqSVyNESY0BmKOKElFLUe4mlMwRCOhstkdcPRKAXVDe3ynbSnRUg7jUiveYbHbJNtKOK0lokcjWXZGkJRU2RaGKlVq/01I7U+gPjTOneqUM48ReVjf/rP5Sse7evK3vWmPvT2e6OWVKrrXJUUj1euXOGdd97hwIEDSClxcHAwyFsnpSQzM5PU1FQKiv6Yim+u77cz10bF25mz1el0peovFhjFxcbGBnt7e/0NdPH6vLw88vLyyM3NJS8vj4KCAlxdXfH09MTd3R0nJydyc3PJzs4mKyuLrKwssrOzqVu3LkeOHCE2Npbbt28TExNDTEyM/v3t27eJjo6mW7duREVFERQUxLhx45g2bRoDBgwgJyeHkydPcujQIU6ePMn+/fsN5v4lJSVx6dIlLl++zO7duwkLC+PQoUMmc/sVFBTw7LPP4u3tzdKlS9m/fz9r1qzB39+fO3fuYG9vT9u2bWnYsCHDhw/nxRdf5Oeff+bbb78lJCREP5R00KBBfPrpp1y7do2ZM2ca7CcnJ4e9e/eyYcMGIiIiOHXqVKn1+fn5hIaG6gVlcHAwf/rTn5g4caJBXfn5+QQEBODr68vp06fx9fXFxsaGlJQUtm/fTo0aNejXrx+BgYEEBARw9uxZBg4cSLNmzdiyZQv79+8nPj4eLy8vbG1tSU9PJzMzk+zsbBo1akRsbCypqan686c4fUlJAWpjY0N+fr7Jc6z4/LLknLXkt2+J3ZNQl6WU5z4t6VV2cnIyO7oBCoNGmcsLaa0o8Vh2lHgsWqbEYyFKPCqecB6JeKw75aG33xu9tFJd56qkeCwmNjaWPXv2EBAQwL///W/NYYAFBQUEBweza9cumjVrxgsvvEB2djZffvklX375JSkpKQBMmTKFunXrcvPmTSZMmMD48eON3rRlZGRw8OBBIiMjmTVrlkW+JiYm6ns3zJGRkcGZM2f0cyYDAwNp3bq1fphrnz59HjhlBhS216ZNm1i/fj3R0dFMmTKF6dOn07FjR6ND6hITE1m+fDn//ve/uXXrFkIIGjZsiJeXl76ntORrgwYN0Ol0xMbGUrt2bYMb5LS0NDZt2sS6des4ceIEubm52NnZ0bZtW4QQnDt3jk6dOnHx4kX69+9P+/btadiwIXPmzAEKRd6RI0fYsGEDO3bsoGPHjkydOpXx48c/VJuUF1JKgoODyczMpG/fvpo22dnZHD16lD179vC3v/1NM8WLlJKrV6+ye/dubGxsePfddzXryszM5PDhw+zatYu//OUvtGrVStMuIiKCXbt2ERMTw8KFCzVtcnNzOX78OLt27WLs2LEMGDBA0+7OnTv89ttvBAYGsnTpUqO/t4CAAHbt2kWHDh1KRcUtSWJiInv37uXgwYN8/fXXuLi4aLbFpUuX2LVrFzVr1uStt97SrCs9PZ2DBw+ye/du/vrXv+Ll5aVpFxoayu7du0lKSuKjjz7StMnJyeHo0aPs2rWL6dOnG83leuvWLfbs2cPly5f5+uuvNYVgfn4+p0+fZteuXfTu3ZsxY8Zo1qUwjRKPZUeJx6JlSjwWosSj4gnnkYjHOpMfevu9t/5dqa5zVVo8lpXr16+zZMkSfvrpJ+bMmUNycjI3b94kIiKCiIgIbG1t8fLyKlWaNGmif+/s7PxY/MzJySEoKEgvJk+ePEmTJk1KpQcxF6DmfkJDQ/URW4UQTJ8+nalTp9K0aVNN+9zcXLZs2cKBAwf45z//qW+j8PDwUq8xMTHUrVtXU1h6eXnh6empv9HOz8+nTZs2+Pj4cPjwYfLz83FwcCAjIwOA9u3bEx8fz5o1a3BxcWHDhg1s3ryZJk2aMHXqVJ5//nmTPaAKhcL6UeKx7CjxWLRMicdClHhUPOGUv3isI3vXLoN4jPlPpbrOKfFoAffu3SM3N9dAgCUlJZUSkyXfR0REIIQwKiy9vLw0e1PKg/z8fC5evKgXk/7+/ri7u5eK6Nq4cWOL6pJScu7cOdatW8fGjRtp3Lgx06dP5/nnn9eca2guQEh+fj4xMTGawjI8PJy4uDgaNGigb6NLly4REBDA+++/z8SJEzl8+LC+l9HT05M7d+7oh3S2atWKCRMmMHbsWDp06FBl53gpFIr/jxKPZUeJx6JlSjwWosSj4glHiUfTPNHiMSsrCwcHh0cW5bBkT+X9wjIiIgIppVFh6eXlpQ/cUlaKhzoePXpULyh1Ol0pMdm8eXOz7ZCfn8/Ro0dZv34927dvp1u3bkybNo1x48Y9UC9ramoqwcHB9O/f32Cfubm5REdHc/nyZT799FNu3rxJZmYmDRo0ICUlhYSEBLKysoDCOaR2dnbY29tTvXp1WrdujZOTk769u3fvTp8+fejTpw89e/a0aG6YQqGwLpR4LDtKPBYtU+KxECUeFU845S4e7erI3rUmPfT2e+98V6muc0+UeExKSuLkyZP63jhnZ2eWLVumj3r5uBPBp6SkcPPmTU1hGRERQX5+vlFh6eXlhaur60PtV0pJeHh4qVyT6enppcRk27ZtTQbsyMrKwtfXl3Xr1nH48GGGDRvG9OnTGT58uGY+xZMnT7Jp0yaOHz/O+fPnadu2LW+++SY1a9akZs2auLq66t+Hhoby6quvMmrUKD7//HM2btzI3//+dzw9Pbl58yapqank5+fTtGlTWrRogYODA1euXCEsLIz09HSEENSqVQtPT09cXFxISEggPDycpk2b0r9/f/r27Uvfvn2rbAARheJJQonHslPTro7sVYYbGwMsTblgLN2C1n2JVp0a22uKEk3xYpnIQWgIOHsN4VlDI+pxTcOHqnm1DZdl1TK8ZgLkOhnu2zbHsB106YbHrMs0PBbbDEOhaKnI1Ez9oSUetdpfS/w9gCB8nPepCgXAvnIWazXt6sjeHs899PZ7Y5dVquvcEyUez549y5o1a9i0aRMJCQl4enpSo0YNUlJSSE5OBtALyZo1a+rfP8jn4nQc5UFqaqpJcZmbm2tUWBaLS0t7VW/duoW/v79eTN65c4c+ffroxWSnTp2M5h1MTk5m27ZtrFu3josXLzJhwgSmTZtG3759S81fPHToEL/88gvbtm2jdevW9OrVi+TkZH1JSkoiMjKSpKQkfeRZKSW5ubkIIWjWrBkdO3Zk69ateHl5ERERwRdffEH9+vX14tPBwYGoqCgOHz6Mv78/V65cwcnJCUdHR1JTU8nJycHBwYHs7Gzs7Oxo3rw53bp1Y8iQIQwePLhCg+ooFIoHR4nHsqPEo3E7JR6LnVHiUfHk8EjEo7thJH9L2Rv3faW6zpVJPAohRgBLAFtghZRykSn7RykeMzIyOHr0KPv27WPKlCn07NnTqG1xCofbt2/zxhtv6Jfn5uaSmpqqF5MpKSn68iCfgQcWn1rLzCWJT09PNyosIyIiyM7ONiku3dzcjIrL+Ph4jh8/rheToaGh9OjRQy8mu3XrhqOj4ZCcmJgYfcTW2NhYpk6dyvTp0+nQoYPeJjU1lcDAQAYNGqRfFhsby4wZM/T5Gy9fvoybmxt///vf6dGjBwcPHmTlypXMmDGDlStX0qlTJ3bv3s2rr75KampqKQFa/D4zMxNnZ2ccHBzIy8sjNTUVgLp161KnTh3s7e31OTGTk5PJzc3F1tYWDw8PfHx86Ny5M61atcLHx0ffZpbk1FMoFI8PJR7LjhKPxu2UeCx2RolHxZND+YvH2rK3axnEY/wPleo699DiUQhhC1wHhgLRQAAwVUp5xdg294vH+Ph4Dh48yHPPPWdUKMXFxeHr68upU6dYunSpwZDI9PR0Pv30U77++muys7MBaNSoEQ4ODtjZ2ennxBW/fxyfbWxsyM7OLlUyMzPJyMjQv6anp5OWlkZaWppRQSqEeKjez5LiMzExkejoaANhefPmTTIyMoyKyyZNmuDh4aEXlykpKfohv8eOHePixYt06tRJLyZ79eplMKfw2rVr+oitjo6OTJs2jWnTptGkSRO9TU5ODp9//jkLFy6koKAAFxcX4uPjkVJiZ2eHo6MjOTk55Ofnk5+fj06nw9bWFiEEWVlZVKtWDW9vbxwcHLC3ty9VivNBFgfhEUKQkpLCnTt3iI2NJTk5WT9UVqfTkZeXR0ZGBqmpqWRlZRnk/ywoKMDGxobq1avj4uKCu7s7derUwdPTEy8vL5o2bUr9+vVJT08HoG/fvvre0PspTvnQs2dPk/NFb926RVhYGP369TNqU5zywdvbG09PT6N2CQkJBAcHM3ToUKM2UkrOnz+Pk5MTLVq0MGqXmpqKv78/zzzzjNEHEFJKrl27RmZmJp06dTJaV1ZWFkeOHGHgwIGaDySKiYyMJDo6mt69exu1ycvL48SJE7Rp00Yz1Ymi6qHEY9lR4tG4nRKPxc4o8ah4clDi0TRlEY+9gI+klMOLPs8HkFJqJ4sDatSoIVu2bElCQgL37t0jNTUVe3t73N3d76+bvLw8UlJS9IIQCpNmm7pRLS6m7MqKlNIgEXtxtM+Sy7Tel0z8XjIBfHEdxfU4ODjoj8HGxkZfd7ENFPZs2tvbU1BQQEFBAfn5+eTl5ZGbm6t/LX5vY2OjKS6Le9E6duyoDzRTUlympaWVEpdLlizRRzDNzMwslWsyICCAVq1aMWvWLF544QWDNgsICGD9+vVs2rQJHx8fJk+ezKlTp9ixYwdSSmbPns28efNwc3MjLi6OZcuWERgYyI4dO/THv2PHDmbMmIGHhwc3b97U11+tWjW9X8XJ14uPPT8/HyEEtra2paKvSin17Vbyeyh57mh9T4qqRcnflCmKH1iYq0vrQcH9ODo6WmRX8iGLMRo1amQ0fU5J5syZU24BuCobSjyWHSUejdsp8VjsjBKPiieHchePutqyl+v4h/cn4cdKdZ0zPS7SNA2AqBKfowGDjNlCiNeB16Hwpql27dp6EVU8l61WrVqaO6hTpw7p6emkpKSQlZVFw4YNDWzu/1MpFgUlb/S0bCypx1K74p6okuu1Xps2bYqdnV2pZVJKvYDJz8/HxcWF9u3blxKBxSIoNzdX/9qrVy9q165Nbm4uOTk5erFY8rOTkxOvvvoqOTk5+qGdWkNte/XqRceOHQ2ONTMzk8jISCIiIoiOji4lvqpVq8bAgQMZOHAgUNiTFhwcrNmDLISgW7du+mNeu3Yt8+fPR6fTMWjQINauXYuLi4teTG7fvh2AN998s1TQnlGjRpGVlcU777zDggULmDJlCqtWrcLHx4fnn3++1BDe6OhoqlWrRm5uLjY2NgwfPpz+/fuXavOoqCiuXLlCSEgIt2/fpm3btri7u1OtWjW9rzk5OSQkJHD37l0SEhKwtbXF1dUVJyenUt9jbm4u6enpZGRk6OdV2tnZlXpgUCzwi3tRoVCsFrfr/edFyXPw/gcixcsLSlyAtYTQ/eehlp2WTfE+H7au+99XdF3GKPngxxQ6nc5sfcXzdM1RrVo1kz2sxVgSwdjZ2dkiu0f1ME1RRdDZgnsFPFwwJjK1xIKFy2w0I7BqCUrLBI3MMRRcsijid6lN7yUZLLPVuB4WeBq2c5qndlqpdI2Ybg6Jhv9XjvGGyxxSNYRnNcP9aIlMm2yNZbmGy0SeZW0o8i38Ph8EJSgVj5I7j6BOSx+qWQFlEY9adyMGLSOlXA4sh8Jhq3v37i25jv/973+0adPG7Py+kr2KigfD3t4eDw8PPDw8Hmi7atWq0bJlS1q2bGnRPrTmmV65coUNGzawYcMGqlWrxtSpUxk5ciRr167F1taWrl27MnfuXHbv3k3jxo0ZN24cO3bsoFWrVty9e5czZ87o80CeO3cOW1tb5syZg5SSnTt3Uq1aNaKiosjLy6NPnz5Mnz4dLy8vGjVqpBfqV69epVmzZiYDGUVFRZGZmWlyqGZubi6nT5+md+/eJnNIxsbGEhcXR/v27Y3aFBQUEBgYSOvWrU3e/CclJREaGkrXrsYfOEkpuXz5MrVq1aJevXpG7dLT07lw4YLJYZ8Av//+O0IIfHx8jNrk5ORw+vRp+vXrZ1KYxMTEkJiYSNu2bY3a5Ofnc+bMGTp37mxSVN27d4+IiAg6d+5s1EZKyYULF2jYsKHRh1IKhUKhUCgUj5Uq9MDjsQ5brehoq4rHQ0REBBs3bmTDhg2kpqYyZcoUpk6dSvv27VmxYgULFizAxcWFyMhI2rRpQ7t27ahbt65eHERERBAVFYWrq6t+yKy3tzc3b94kISGBEydOMHPmTL7++mueeeYZAgIC8Pf3p3Xr1hV96AqF4jGjhq2WnZrV6stePjMf/44fQc+jqKCeR5mVbbDMto7hA6zs5oYP+O611h7Grt3zaPiwzjHe8JgdUg2PxTbTsuGtqudR8aSz78rC8h+26jz24f1JWlmprnNl6XkMAJoLIbyBW8AUYFq5eKWwOmJjY9m8eTMbNmwgIiKC5557jkWLFuHh4UFQUBAffvghgYGB3LlzBycnJ+7evYubmxu2trZkZmYC0LlzZyZOnKjvObx/XtiMGTOYNGkS/v7++Pn56XvcXn/9dRYvXsyKFSsq4tAVCoVCoVAoFAptpNR+iGWlPLR4lFLmCSFmAfsoTNWxSkp5udw8U1RqpJSEh4ezZs0a/vvf/xIWFkbjxo1xcXHBzc2NlStXsnr1av1cv1atWjFhwgSGDRtGixYtaNy4sUXzvkri7+/P+PHjad26NVJKNm7cSHp6OnPnzqVFixZ88skn1K9f/xEdsUKhUCgUCoVC8RBUod7ysvQ8IqX8DfitnHxRVCKklCQmJhqk+AgNDeXSpUvcvn2b/Px83N3dad26NW+88QZCCMLDwzl79iz169dn4sSJjBs3jh49epR5rmpkZCQFBQWcO3eOESNG0KNHD9555x3at2+Pm5sbL730EkuXLmXhQqOjphUKhUKhQYGdLdmeLo92Jw9w3yQ0h6iWYVuNB/6aw1u1hsFqDM20ydEY1pmWabjb23EGy+zuGbZzZh3tB6nPPHPWYNnOU10M951rOAdfalxzdQ6GQ17zqmtFdNUIfJdn2RBhrSGqourcMyueFIwmHXx4pOp5VFQFtMRhyeLo6IiXlxeNGzdGSklkZCRXr16lS5cufPzxx4waNYrTp0+zfft21q5di5eXF+PGjePTTz+lVatW5Rrh0d/fn759+7Jv3z6WLl1Kz549efPNN/VRbmfPnk3nzp354IMPLIo+qVAoFAqFQqFQPHqk6nlUVC6ysrKIioqiefPmpZYnJycTERGhj1Z6f7Gzs8Pb21sflKZly5YMHz5cP+cwODiYDRs2sG3bNtq1a8drr73G008/zcmTJ9m+fTvvvvsu3bt3Z9y4cXzyyScmE9SXlePHj9OxY0cOHDhAt27dEELQqlUrLly4gJSSRo0aMXLkSH788UdGjhxJq1atHpkvCoVCoVAoFArFk4gSj1ZMbGwsy5Yt47vvvmP48OHUrl27lFC0tbUtFa20efPmDB06FC8vL5o0aUKNGjVK1SelJCgoiJUrV7J582Y8PT2ZOnUqe/bs4fTp02zcuJF58+YxbNgwJk2axKpVqx5b4nF/f3+aNGnC4MGD9WldEhIScHFxYefOnYwcOZKmTZvy97//nQsXLrBmzZrH4pdCoVAoFAqFQmEUicrzqKhYpJRs2rSJDz74gPDwcABu3rxJ9+7defrpp/Xi0NLhmyEhIWzYsIG1a9fqczH+8MMPBAUF8csvv/DFF18wZswY5s6dy6BBgwyioD5qEhISuH37NpcuXWLEiBFAYW7Aq1evsnbtWj766CPGjBmDm5sb6enphIaGPlb/FAqFojIhhBgBLKEwmN0KKeWiCnZJoVAonmykmvOoqECEEEyZMoUpU6aQmJjIlStXSEhIYMyYMRbXERkZqc/FmJSUhLe3Nw4ODgwfPpzVq1ezdu1axo0bx7fffkv37t3LHPCmLJw4cYJevXpx4MABvvzyS6AwkX3Dhg0ZM2YMCxcuZMeOHbz99tvcvHmTX375pcJ8VSgUiopECGELfAsMBaKBACHETiml0RAQBfaC1Eb2j9axMj50tzjoShn2oxlsR8tO4x7QJs8wEI5dumGeR/skw7yR9kna+/mmvmFebN+kbgbLdJmGfkuNu7vcGoZxCHILDJdpHZ9m+2ssexTBcWRZwieUX+gFheKhkYCsQj2PFacIFOWCm5sbffr0MSkc09PT+eqrr4iLi+Pbb7+lb9++9OjRg+joaObPn0/9+vXx8/Pj6tWrODg4sGfPHq5evcqiRYvo2bNnhQpHKByy6uPjQ/369fWpOC5cuECHDh0QQvDxxx/z8ccfI6Xkiy++YNCgQaSmplaozwqFQlFBdAdCpZRhUsocYCPw8NmpFQqFQlE2pCzseXzYYgFCiBFCiGtCiFAhxPsa64UQYmnR+otCiM6Wbns/SjxWcc6dO0eXLl348MMPadOmDcHBwXz00UdERUWxcOFCYmNjGT9+PIsXL+abb75h9OjRlS7YjL+/P1lZWfohqwAXL17kqaeeAmDYsGE4Ojqyfft2bGxs+OmnnyrIU4VCoahwGgBRJT5HFy0rhRDidSFEoBAiMC8r/bE5p1AoFIrypcSIk2eANsBUIUSb+8yeAZoXldeBZQ+wbSnUsNUqipSSJUuWMG/ePKSUODk5sXDhQl577TW9jU6n4+23365AL82Tnp5OSEgINjY2fPbZZ/rlFy9e1B9Lce/je++9x9ixY3F0dMTRUTtvlkKhUFRxtAbqGYyXklIuB5YDONVqVHXGUykUCkUl5BEPW9WPOAEQQhSPOCk5XWEs8LOUUgKnhRCuQoj6gJcF25ZC9TxWUfLz8/nDH/5AWloaOTk5JCYmlhKO1sLZs2fp0KEDISEh9O7dW7/84sWLdOjQQf956NChVK9ene3bt1eAlwqFQlFpiAYalfjcEIipIF8UCoVCAY962KolI06M2Vg0WqUkj7XnMSgoKF4IcdPI6lpA/OP0p5yxZv+twvf7o7w2adKk+K3e/4kTJz5ep8oHq2h/Eyj/KxZr9r88fG9i3uSJIgBoLoTwBm4BU4BppjbISIiOD1r97k2s+1y6H+s5luPai22/0b8tcSzvPnJ3HjHW872YpqocB6hj0aJcryupJO47KH81jKBlOY5CiJIRtJYXjR4pxpIRJ8ZsLBqtUpLHKh6llLWNrRNCBEopuz5Of8oTa/bfmn0H5X9Fo/yvWKzZf2v2vbIipcwTQswC9lGYqmOVlPKymW1qQ9X6PtSxVE6qyrFUleMAdSyPAynlCPNWZcKSESfGbOwt2LYUas6jQqFQKBRVCCnlb8BvFe2HQqFQKB4Llow42QnMKprT2ANIllLeFkLctWDbUijxqFAoFAqFQqFQKBRWiLERJ0KIPxat/57CB4ojgVAgA5hpaltT+6tM4nG5eZNKjTX7b82+g/K/olH+VyzW7L81+14VqUrfhzqWyklVOZaqchygjqVKoDXipEg0Fr+XwFuWbmsKUViXQqFQKBQKhUKhUCgUxlGpOhQKhUKhUCgUCoVCYZZKJR6FEB8JIW4JIc4XlZEV7ZM5hBAjhBDXhBChQoj3K9qfB0UIESGE+F9Rewea36JiEUKsEkLECSEulVjmLoQ4IIS4UfTqVpE+msKI/1Zx3gshGgkh/IQQIUKIy0KI2UXLraL9TfhvLe3vKIQ4K4S4UOT/x0XLraX9jflvFe1f1bHma5m1XxeKsfb/2JJY+//V/QghbIUQ54QQu4s+W+VxgPZ9nzUejyhMcv+rEOJq0W+mlzUehzVSqcRjEV9LKTsWlUodLU4IYQt8CzwDtAGmCiHaVKxXD8WgovaudOGNNfgJuD/k8fvAISllc+BQ0efKyk8Y+g/Wcd7nAe9KKVsDPYG3is53a2l/Y/6DdbR/NvC0lPIpoCMwQgjRE+tpf2P+g3W0f5WlClzLfsK6rwvFWPt/bEms/f/qfmYDISU+W+txFHP/fZ81Hs8SYK+UshXwFIXfjzUeh9VRGcWjNdEdCJVShkkpc4CNwNgK9qlKI6U8Bty7b/FYYE3R+zXAuMfp04NgxH+rQEp5W0oZXPQ+lcI/6gZYSfub8N8qkIWkFX20KyoS62l/Y/4rKh6rvpZZ+3WhGGv/jy2Jtf9flUQI0RB4FlhRYrHVHYcZrOp4hBAuQH9gJYCUMkdKmYSVHYe1UhnF4ywhxMWiYSiVvbu5ARBV4nM0VnQzWoQE9gshgoQQr1e0Mw9JXSnlbSi8+AJ1Ktifh8GaznuEEF5AJ+AMVtj+9/kPVtL+RUOnzgNxwAEppVW1vxH/wUravwpTFa5l92M1vwstrP0/Fqz//6oE3wDvAQUlllnjcRSjdd9nbcfjA9wFVhcNJ14hhHDC+o7DKnns4lEIcVAIcUmjjAWWAU0pHOJwG1j8uP17QITGMmt7kt5HStmZwuFKbwkh+le0Q08gVnXeCyFqAFuBv0gpUyranwdFw3+raX8pZb6UsiPQEOguhGhXwS49EEb8t5r2r8JUhWtZlcHa/2OLsfb/KwAhxCggTkoZVNG+lCNV4b5PB3QGlkkpOwHpqCGqj43HLh6llEOklO00yg4pZWzRn00B8COFQ2kqM9FAoxKfGwIxFeTLQyGljCl6jQP+S+Vvcy1ihRD1AYpe4yrYnwfCms57IYQdhTc166SU24oWW037a/lvTe1fTNHwnCMUzvOymvYvpqT/1tj+VRCrv5ZpYHW/C7D+/1gtrPz/qg8wRggRQeFw7qeFEGuxvuPQY+S+z9qOJxqILjF65VcKxaS1HYdVUqmGrRZ/4UWMBy4Zs60kBADNhRDeQgh7YAqws4J9shghhJMQwrn4PTCMyt/mWuwEXip6/xKwowJ9eWCs5bwXQggK5xeESCn/VWKVVbS/Mf+tqP1rCyFci95XA4YAV7Ge9tf031rav4pj1dcyI1jF76Ik1v4fWxJr/78qRko5X0rZUErpReHv4rCUcgZWdhzFmLjvs6rjkVLeAaKEEC2LFg0GrmBlx2GtCCkrz8gUIcQvFA5dkkAE8Ebx2OXKiigMK/8NYAusklL+s2I9shwhhA+FT52gcAjA+sruvxBiAzAQqAXEAv8AtgObgcZAJDBJSlkpg9IY8X8gVnDeCyH6Av7A//j/cz8+oHBOTqVvfxP+T8U62r8DhQEAbCl88LdZSrlACOGBdbS/Mf+t7n+/KmLl1zKrvi4UY+3/sSWx9v8rLYQQA4E5UspR1nocxu77rPF4hBAdKQxiZA+EATMpOtewouOwRiqVeFQoFAqFQqFQKBQKReWkUg1bVSgUCoVCoVAoFApF5USJR4VCoVAoFAqFQqFQmEWJR4VCoVAoFAqFQqFQmEWJR4VCoVAoFAqFQqFQmEWJR4VCoVAoFAqFQqFQmEWJR4VCoVAoFAqFQqFQmEWJR4VCoVAoFAqFQqFQmEWJR4VCoVAoFAqFQqFQmOX/AZ3rEsukPjTFAAAAAElFTkSuQmCC\n",
       "text/plain": [
        "<Figure size 1152x432 with 3 Axes>"
       ]
@@ -533,7 +533,21 @@
    "cell_type": "code",
    "execution_count": 20,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "AssertionError",
+     "evalue": "\nArrays are not almost equal to 6 decimals\n\nMismatched elements: 187 / 256 (73%)\nMax absolute difference: 0.07692255\nMax relative difference: 1.73693318e+13\n x: array([[[ 1.649015e-02,  2.973693e-08],\n        [ 2.793467e-02,  4.658195e-08]],\n...\n y: array([[[ 1.507849e-02,  1.511962e-03],\n        [ 2.727587e-02,  1.979193e-03]],\n...",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mAssertionError\u001b[0m                            Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-20-ce36d3f4fc61>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mvel_rolled\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mroll\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvel_shifted\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m-\u001b[0m\u001b[0moffset\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtesting\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0massert_array_almost_equal\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvel_unshifted\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvel_rolled\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "    \u001b[0;31m[... skipping hidden 1 frame]\u001b[0m\n",
+      "\u001b[0;32m~/Library/Python/3.7/lib/python/site-packages/numpy/testing/_private/utils.py\u001b[0m in \u001b[0;36massert_array_compare\u001b[0;34m(comparison, x, y, err_msg, verbose, header, precision, equal_nan, equal_inf)\u001b[0m\n\u001b[1;32m    844\u001b[0m                                 \u001b[0mverbose\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mverbose\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mheader\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mheader\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    845\u001b[0m                                 names=('x', 'y'), precision=precision)\n\u001b[0;32m--> 846\u001b[0;31m             \u001b[0;32mraise\u001b[0m \u001b[0mAssertionError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    847\u001b[0m     \u001b[0;32mexcept\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    848\u001b[0m         \u001b[0;32mimport\u001b[0m \u001b[0mtraceback\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mAssertionError\u001b[0m: \nArrays are not almost equal to 6 decimals\n\nMismatched elements: 187 / 256 (73%)\nMax absolute difference: 0.07692255\nMax relative difference: 1.73693318e+13\n x: array([[[ 1.649015e-02,  2.973693e-08],\n        [ 2.793467e-02,  4.658195e-08]],\n...\n y: array([[[ 1.507849e-02,  1.511962e-03],\n        [ 2.727587e-02,  1.979193e-03]],\n..."
+     ]
+    }
+   ],
    "source": [
     "vel_rolled = np.roll(vel_shifted, -offset[0], axis=0)\n",
     "\n",
@@ -549,22 +563,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<Figure size 1152x432 with 3 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "init_2()\n",
     "time = 500\n",
@@ -589,7 +590,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.2"
+   "version": "3.7.9"
   }
  },
  "nbformat": 4,