diff --git a/.vscode/settings.json b/.vscode/settings.json index 91ceb03..b37fe57 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -17,7 +17,6 @@ "files.autoSave": "afterDelay", "screencastMode.onlyKeyboardShortcuts": true, "terminal.integrated.fontSize": 18, - "workbench.activityBar.visible": true, "workbench.colorTheme": "Visual Studio Dark", "workbench.fontAliasing": "antialiased", "workbench.statusBar.visible": true diff --git a/ch00-introduction/00_04_codespace.ipynb b/ch00-introduction/00_04_codespace.ipynb index cb0c19d..83e651c 100644 --- a/ch00-introduction/00_04_codespace.ipynb +++ b/ch00-introduction/00_04_codespace.ipynb @@ -9,32 +9,71 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hmm its an even number\n" + ] + } + ], "source": [ - "print(\"Hello world!\")" + "def num(num1, num2):\n", + " \n", + " remainder = num1% num2\n", + " if remainder ==0:\n", + " \n", + " print(\"hmm its an even number\")\n", + " else:\n", + " print('oh its odd')\n", + "num(2,2) " ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as pp " + "def largest_num(int1, int2, int3):\n", + " return max (int1,int2, int3)\n", + "largest_num(1,2,3)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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5cuWoUKECMTExbNu2jUePHtGrVy+cnJwkHeOQkBBWrVqFrq4ugwcP/puv5u8hJCQEJycngoODmTdvXpZiFD+S4OBgtmzZgpeXF1paWmhpaTFs2DAGDhz402bovr6+ODs7ExISgra2NvHx8QAsXLgwV8Y4ISGBFy9eMGvWrGz3DQsLw87OTqrKlC9fPvz8/NiwYUOWFaZiY2M5ceIEK1euVNt+/PhxHj16hI2NjRQR/jnnzp3j8ePH2Nvb/3Svx8/gv3dFMjL/cOLi4njy5AnPnj3j+fPnfPjwgWLFiqGnp0fRokXR1NQkLS2N6OhogoODSU5OBj4VCti0aVOGNb2yZctiZGSEqakp/fv3/+nRw38n6enpnD59moMHD9KtWzeWLVuW6YP8R5KamsrRo0c5efIkZcuWRUtLi/LlyzN79mwqVKjw0/pw6NAhzpw5Q9WqVcmTJw9ly5alT58+2Nra5nqA8vjxYypWrEjp0qWz3EcIwbVr19i2bRvt27eXDPKvv/7KmDFjvmgwjx49Sr169dTWlK9fv86xY8cwNzfPdN3a3d2dPXv2YGJi8p9dopENsozMTyA1NZX79+9z8+ZNnj59SqVKlWjQoAFDhgyhWLFiKBQKEhISSE5OlgywhoYGe/fulc6RkJDAvHnzmDVrFk2bNlU7f/369SlQoABeXl40bNjwp17b38W7d++wt7cnNTWVdevWZRuk9CNwd3dn48aNaGpqUrlyZfz9/Rk9ejR9+/b9acsHHh4eODk5kS9fPmrWrIm3tzdjx47l119/ZcuWLbRr1y5LLemsePDgwRfzemNiYnB0dOTNmzcYGRlJUdKLFy/O1s0dGhrKhQsXsLGxkba5ubmxceNGVqxYkWnkeXBwMBYWFkybNo1atWrl6lr+TcgGWUbmBxIVFcX58+c5cuQI8KkMnYGBASkpKVK9Vx0dHUqUKEGhQoXQ1tZGW1ubhIQE3NzcANDT0yNfvnyEhYURFRUlCSiMHDmSZs2aSTOiqlWr4ufn9583yJ/PBgcOHMjQoUN/ulcgNjaWnTt34urqSoMGDfDx8aFYsWI4ODhk6ab93sTHx7Nz507u3LlD8+bN8fb2RqFQYG9vT7ly5UhJSeHmzZsZgqayIzU1FTc3N9avX5/p+w8ePMDR0ZF69eoxd+5cyRhPnz49R2vO+/fvp3379pIL/eXLl1haWjJnzpxMv7sJCQmsW7eO7t2707Vr11xdy78N2SDLyPwAvL29WbRokVTMHT4Vk69atSr6+vro6+tToUIFdHV1M7j2oqKiWLlyJS1btmT+/Plqs5uYmBgePnyIg4MDBw8e5NixY2hra9OmTRuCg4MpV67cT7vGv4O3b99ia2uLtrY2tra26Ovr/9T2hRDcvHmT7du3Y2BgQJ06dXj27BmGhob06tXrp6QyCSG4e/cuW7ZsoVKlSjRr1oyHDx8yatQo+vfvL83MXVxcKFGiRK5nlA8ePEBXV5dq1aqpbU9MTGT79u24uroyZcoUYmJiWL9+PSkpKTRv3pxevXple+5Xr15x7949qTyiv78/a9euxdDQMNOIaaVSibW1NaVLl/5PBnH9Fdkgy8h8B4QQvH37lqtXr3L+/Hlpe5s2bejRowc1a9bMVInor4SEhLB8+XIaNGiAkZFRBt3eYsWK0b17d9q1a8fq1avJnz8/Q4cOxcXFhcDAQAIDAylTpgxdu3b9z4glwKdUmCNHjnDixAmGDh3KoEGDfnpQj0oz2dfXl44dO/LgwQPKlCmDs7PzTytKERERwcaNG3nz5g2dO3fm8ePHJCUlYWdnlyEf99KlS/Ts2TPXg4Tr169nUO7y9PTEzs6OMmXKsH79evbv309AQADDhg3j6NGjTJ06NdvzKpVKtmzZwuDBgylVqhRhYWGsXLmSfv360bt370yP2bNnDyEhIdjY2PxPZBDIBllG5hsIDAzk1q1b3LhxQ62MnImJSa5dx8HBwSxZsoQOHTowfvz4Lz5ICxQowMqVK5k3bx5Pnz6VHoh37tzh0qVLHDp0iFGjRtG9e/cMRv3fhp+fH3Z2diiVSqysrH6aupWK9PR0zpw5w8GDB2nbti0lS5bk8uXLjB07lj59+vy0WfH58+fZs2cPLVu2pF27dpw/f55hw4YxaNCgDJ/x69ev8fX1zbW7Ojo6Gnd3d6ZNmwZAWloa+/bt4/z584wdOxZ9fX3Wrl1L7dq1sbCwYNGiRYwdOzZHA5LLly8THx/PwIEDiYmJYeXKlbRq1Yrhw4dnuv+VK1e4fPky1tbWORrM/heQDbKMTC5JTEzk5s2bXLp0icDAQIoUKUJUVBQlS5ZkxowZNGvWLNfnDA0NZdmyZXTs2BFDQ8McPeQLFSrE0qVLmTt3Lq1btyY5OZm+ffsybNgwHjx4wK5duzh79iyzZ8/+W6oZfSvp6emcOHGCw4cPS1WIfvas+PPAsbFjx3Lx4kW0tLQynZH+KEJCQrC3tyciIoJx48Zx9epV0tLSsLa2zrJO8alTp+jRo0euDdnNmzepVasWenp6+Pr6YmNjg5aWFra2tri6urJu3TomTJhAjx492LJlC3p6evz666/ZnjcuLo69e/cye/Zs0tPTWbNmDZUrV2bKlCmZftfd3d3ZsmULq1evltL7/heQDbKMTA55+/YtFy5c4Pbt21SsWJFu3brh6+vL7du3GTNmDAMGDPiq4KKIiAiWLVtG69atc2yMVVSqVImBAweyceNGihcvTrVq1dDQ0KBVq1Y0a9aMkydPsmTJkr/NoH0t79+/x87OjsTERMzMzH76gOJzF/mAAQPImzcvu3btYuDAgQwbNuyn3EchBGfPnmXfvn107dqVli1bsmvXLnr27Mnvv/+epdrWhw8fuH//Plu2bMl1excuXGDEiBGcOHGCAwcOMHDgQHr06MGGDRuIiIjAysoKAwMDPDw8uHbtGo6Ojjn6vu7fv58aNWrQpEkT1qxZQ6FChTA2Ns7UDe3v74+5uTkzZsz4W+RO/040hBDi7+6EjMw/FSEEDx8+5MSJE7x7945OnTrRs2dPkpOTsbe3p3jx4syePfurR/FxcXEYGhqSnp7OL7/8wvv374mKipKKyZcqVYqqVavSsmVLatasmenDLzU1lQkTJhAdHc3KlSsz5Jz6+flhbW1NsWLFWLRo0VfXt/0ZCCH4888/2b17N71792b06NE5knn8nrx9+xZ7e3vy5MnDsGHDOHXqFLGxsRgbG/+0gUFwcDD29vZERUUxduxYrl+/zrt375g7d262SyFbt24lJiaGBQsW5KpNd3d3VqxYQZ06dYiKimL+/PmkpKRgbW1N/fr1MTIyokCBAiQnJ2NkZMSAAQPo06dPtud9/fo1S5cuxd7engMHDhAaGsr69espUKBAhn1V7Xbv3p0RI0bkqv//BWSDLCOTCWlpady8eZMTJ06QkJBAv3796NWrF9ra2hw8eJAzZ858U77px48fuXDhAocOHQKgRo0a1K5dG319fXR1dcmfPz+pqamEhoby+vVrKYDI0NCQBg0aZDjf0aNH2bdvH1u2bMk00jo5ORk7Ozvevn2LiYnJT0vNyQ0fP37E3t4ef39/5s2b99NnR2lpaRw+fJhTp04xZMgQihYtyq5du+jWrRvjxo37KUFySqWSs2fPsn//frp3706tWrXYunUr9evXZ/r06dnqYKsGeObm5hmipLOjb9++AHTt2pVJkyZx9uxZjh8/zsSJE+nRo4c0GNy8eTP+/v6YmppmOztWKBTMmTOH9u3bExYWxosXL7CwsMi03GRycjJLliyhYsWKzJ0796fXqf4n8O/wX8nI/CQUCgWXL1/m6NGjFCxYkIEDB9KpUye0tLQIDw9nzZo1JCQkYGNjk21Zuri4OAIDA4mMjCQqKoqPHz/i5eXFy5cv1fbr06cPtWvXpkyZMlSsWDHDzKFXr16kpKRw/vx51q1bR79+/Rg9erTaA6tZs2bs27eP1NTUTPuira3N4sWL2bVrF4sXL8bExOQfVSXHzc0Ne3t7GjRogKOjI4ULF/6p7Xt7e7Nhwwa0tLRYvXo1586d49WrVyxdupTGjRv/lD4EBQVhb29PdHQ0ixcv5v79+zg7OzN16lQ6deqUIwN16tQpateunStjnJycjJmZGQCGhoZ06dIFMzMzwsPDsbKyUlunfvbsGdeuXcPBwSFH/Tlx4gTw/4PFsjLGqvQmbW1tZs6c+T9pjEE2yDIywCdDfP36dQ4fPoy2tjaTJk2iTZs20oPhwYMHbNiwgbZt2zJp0qQMs6WEhARevXrFixcv8Pb2xt/fn48fP1KiRAlKlixJfHw8QUFBGdpt164dMTExnDlzhpCQEOLi4tDX16d27dq0aNGChg0boqWlRf78+fntt99o3rw5K1euJCkpicmTJ0vnCQ0NBT7lnmalWayhoYGhoSH58+dnyZIlWFlZ/e0z5ZSUFHbu3MnNmzdzZXi+F5+LjAwbNowaNWpgY2ND1apVcXBwyNR4fG+USiVnzpxh//799OjRg1atWuHk5ISuri6Ojo45TqmKi4vj7NmzrFmzJsdte3t7Y2NjQ1BQEFWqVKFatWrMmjWL+vXrs2zZMrXBYVxcHLa2tkyYMCFH35ugoCCOHDlC/fr1uXv3LhYWFlmWctyxYwfv37/H2tr6f0r69a/ILmuZ/2mEELi4uLBv3z40NDQYOXIk7du3l9zQQggOHjzI6dOnMTIykgqlCyHw9fXlwYMHuLm58fbtW8qUKUOdOnWoVasW+vr6VKpUCaVSyd69e7l+/TodO3akZ8+e3L59m9OnTzNr1ixKlSpFWloampqaaGlpERsbi6+vL/7+/rx69Yrk5GQ6dOhAnz59JEMbFhbG3LlzMTQ0pFu3bsCnfM0LFy6gq6vLxo0bs73u7du34+bmhpWV1d+2puzj44O1tTVFihRh3rx5X9RN/hG8fv0ae3t78ufPz8yZM3FxceHMmTOMHz/+p4l8fD4rnjlzJi9evODYsWOMGDGCgQMH5mo5ZN++fbx584Z169Zlu69SqeTEiRMcOnSIfv36cfbsWerWrcuLFy8yuKjh0/fd3Nyc9PR0li1blu29EUKwdOlSPD09KVKkCObm5ll6lM6ePcuRI0ewtramTJkyOb7e/yKyQZb5n+X169ds27aN8PBwRo8eTZcuXdTyORMTE7G1tSUgIIDly5dTsWJF3r17x/Xr13F1dSU+Pp5mzZqpzWT9/f358OEDISEhHD169Ivt6+npoaWlhaamJunp6aSmpqJQKEhJSSExMZHMfpq//PILnTt3JiYmBgcHB7Zs2ULx4sVZtmwZjRs3Zu/evezevTtb8X0hBJaWlkRHR2NiYvJTc5WFEJw4cYKDBw8yZMgQhgwZ8lPbVygU0iBr+PDhtGnTBltbW1JTU1mwYEG2SxHfAyEEZ86cYd++ffTs2ZMePXrg6OhIXFwc8+fPp2rVqrk6X1xcHBMmTGDNmjXZanpHRERga2tLREQE8+fP5+7du5w4cYJy5cqxaNGiTPO8r1y5wr59+3B0dMyR1+Dy5ctSBLaNjQ3Vq1fPdD8XFxfs7e0xMTGhZs2aObvY/zCyQZb5nyM8PJzdu3fz4MEDfvvtNwYNGpRBfD84OBgTExNKlizJ5MmTcXNz4/r163z48IG2bdtSt25dNDU1CQgIwNfXFz8/PyIjIylZsiT58+eX3NNt2rShX79+UgGJFStWMHjwYPr37//FPqanpxMbG0t0dDRRUVF4e3tz4MCBTPc1NjbG1tYWBwcHHBwc6N+/P506dcr2PiQnJzN37lzatWvHqFGjcnbzvpHIyEhsbW0JDw9n3rx5P/0h7Ofnh62tLRoaGhgbG+Pj48PmzZulwK2fEdGtKlcYERHB3LlziYqKwsnJifbt2zNx4sSvCh7bv38/r1+/znZ27OrqiqOjI61bt2by5Mm8fPmSlStXoqWlxf79+zOtlBUSEsKsWbNYsmQJTZo0ybYv4eHhjB8/HgBzc/Ms60A/f/6cNWvWsGjRor+lXOY/Edkgy/zPkJaWxsmTJzl69Cht2rRhzJgxma5pvXz5knXr1lG5cmV0dXVxcXGhUKFC6OnpoaOjw7t374iMjKRy5cpUq1aNypUrY2BggIGBAc+ePcPJyYmWLVsyefJk6QGXlpbGkiVLqFChArNnz/5qd2hERASbNm3i4cOHVK9eHW9vb+m9KlWq8O7dO2mdOSf4+fmxYMECVq5cSf369b+qTznFzc0NOzs7WrRowZQpUzJNe/lRKJVKTp06xcGDB+nfvz/9+vVj69atPHv2jNmzZ/8Ug/B5ucIOHTowatQo9u7dy71795g5cyZt2rT5qvOqZserV6+mTp06me6TnJzM1q1buXfvHjNmzKBNmzYcO3aM/fv3A3DmzJlMv5MKhYJFixZRs2ZNtZiFL11jv379AFizZk2WBtzPz4/FixczceJEadlFRjbIMv8jPH/+XCqTN2PGjCwF911dXaWI08/Jnz8/devWpXbt2tSpU4caNWqozapTU1PZvHkz9+/fZ8aMGRmq3mzZsoXXr19jbm7+zbMwIQTXr19n8+bNJCcnU7JkSUqWLEmvXr2ws7MDoGbNmnTp0oUuXbpkW3rv9OnTnD9/HkdHxx8yQ1QoFOzZs4dLly4xbdo0Onfu/N3b+BKhoaHY2dkRFRWFsbExAFZWVpQvX565c+eio6Pzw/sQHR2Nk5MTb968YdasWejq6mJpaYmOjg7z5s3LMtgpJ+zcuRN/f/8sg7m8vb2xsrKiZMmSGBsbo6WlhbW1NaGhoYSEhDBjxgx69uyZ6bEHDhzg3r172Nra5ui7YWZmhqurK3PmzMmyMlNYWBgLFizg119/ZejQoTm/0P8FhIzMf5jo6Ghha2srBg8eLE6ePCkUCkWm+ymVSjFu3DjRp08f6TVx4kSxZ88e4eHhIVJTU7NsIzQ0VMyaNUvMnz9fhIeHZ3j/zp07YtiwYeLDhw/f7bqEEMLHx0fq69mzZ4UQQrx580b07dtXXLhwQcyePVsMGzZMbNu27Yttp6enizlz5oj9+/d/1/4JIURISIiYO3eumDVrlnj//v13P/+XUCqV4vLly2LIkCFi48aNIjExURw7dkwMHDhQnDx5UiiVyp/SD1dXVzFq1Chhbm4uYmJixKlTp8SgQYPEoUOHRHp6+jedOywsTAwcOFD4+PhkeC89PV0cPXpUDBw4UBw7dkykp6eL58+fizFjxggLCwtx9epVMWbMGJGSkpLpub28vMSgQYOEr69vjvpy48YN0adPH2Fra5vlPrGxsWLq1Kli48aNP+3+/5uQDbLMfxKlUilu3Lghhg8fLtavX5+poRRCiICAADFr1iw1Q3zmzBkRHR2do3aePHkiRowYITZu3CjS0tIyvB8cHCyGDh0qXF1dv+l6suLhw4eiT58+Ys6cOSI9PV3Ex8eLPn36iPj4eKFUKoWXl5cwNzcXv/32m3BycsryPnh7e4uBAweKsLCw79Y31UBk8+bNWT70fxQfP34Ua9euFWPGjBGPHj0S0dHRYuXKlWLChAnizZs3P6UP8fHxws7OTgwbNkzcunVLREdHi1WrVonx48cLLy+v79KGnZ2dsLa2zrA9MjJSLF26VEyaNEm8efNGKJVKcfz4cTFo0CDx559/CqVSKYyMjKSB3F+JjY0VhoaG4tSpUznqx9u3b6XfT1YkJyeL+fPnC1NT028eiPxXkfOQZf5zREdH4+zszMuXL5k1axatW7dWez8mJobbt2+zdetWte2WlpbZRqh+jkricerUqZm651JTUzE3N6dbt24Z+vC9UKXFvH37lu3btzNp0iS0tbWJjIykUKFC1K5dm9q1axMUFMTBgweZMmUKv/76KyNGjFBbw61WrRqtWrXi8OHDzJw585v6lJqayrZt27hz5w6zZ8/+YdeeFa6urjg7O9OwYUOcnJzw9/dn1qxZ1K5dG3t7+59SOcjDw0MqQOHs7ExAQABGRkbUr18fBweH79IHPz8/7ty5kyHNzc3NjQ0bNtC0aVOWL19Oeno6JiYm+Pn5YWZmRvXq1XF1dSU2NpZffvklw3mFENjb22NgYCCtB3+JoKAg5syZA8CxY8cy3Sc9PR0rKyvy5s3LvHnz/idKKX4NskGW+c8g/i+neNOmTTRq1IiNGzdKObbp6ek8fPiQa9eu8eDBA7XjdHR0sLGxoVSpUjluZ9euXVy7do1169ZluR69c+dO8ubNi6Gh4bdd2Bd49OgRAEOGDOHixYtUqlSJEiVKEBkZqZa+U758eRYsWICfnx9btmxh2rRpGcRPRo0ahZGREQMHDvxqbe7AwEAsLS3R1tbGwcHhp9UJhk/iLFu3buXhw4dMmzaNdu3acfToUY4fP86ECRO+qjZwbklNTWXPnj1cvnwZQ0NDunfvzr59+7hw4QKTJ0+mW7du360Pe/fupWfPnlL+dlpamtS2aq3+7du3mJmZoa+vz4YNGyhSpAhCCA4dOsTgwYMzXRc+e/YsPj4+OVLjCgsLk0p/mpubZxqvIIRg06ZNhISEYGFh8dO1yf9NyAZZ5j9BXFwczs7OPH/+XC2oKjIykkuXLnHp0iUAYmNjAWjfvj0fPnwgNTWVdevW5TiwJzU1FTs7O0nUIivFIjc3N27cuIGDg8MPqwwkhOD+/fuUKVMGpVLJ0qVLWbVqFVpaWkRFRWV6jIGBAaampty8eZNNmzZx69YtZs6cSZEiRShXrhwdOnTg1KlTzJgxI9d9uXbtGlu2bKFPnz6MGjXqp1aW8vLywsbGhvLly+Pk5ISGhgYrVqwgMjIyg/zjj8Lb2xtbW1sKFSqEvb09AAsXLkSpVLJhw4bvWkbQ09MTT09PZs+eDXxK07O0tARgw4YNlC1blosXL7J9+3aGDx/OoEGDJON6//59YmNj6dGjR6bXsHfvXtatW5etbnZERAQLFy4E4LfffssyvengwYM8fvwYKyurny6J+q/jb3SXy8h8Fzw8PMTYsWPFunXrRHR0tFAqleLZs2fC1NRUDBgwQKxevVrs3LlTTJkyRRgZGYnnz5+L1atXizlz5ojY2Ngct5OYmCgWL14s5s+fL2JiYrLcLzo6WowaNUpcv379e1xelrx580YMHTpUHDhwQFhZWQkhhDh06JDo06ePOHHiRLbHx8TECBMTEzFmzBjh7u4uhPgUKDZw4MBc3Zfk5GRhZ2cnRo0aJZ48efJ1F/OVpKWliX379olBgwaJM2fOCKVSKZ4+fSpGjRolrK2tRWJi4g/vg0KhEIcOHRIDBw4UR44cEQqFQly/fl0MGTJEbNu27YsBgV+DUqkU8+bNE4cPHxZCiAxtJSUlCRsbGzF69Gjh4eGR4diZM2eKM2fOZDhvfHy8mDhxojh27Fi2fYiMjBSTJ08Wffr0ETNnzszyGs+cOSNGjBgh/P39v+JK//eQDbLMv5a0tDSxd+9eKVAlLS1N3LhxQ8yaNUuMGDFC7N69W3h7ews7Ozspyjo5OVmsXbtWzJ07V8THx+e4rbi4OGFsbCxWrFghkpOTs9xPqVSKdevWCTMzsx8eRbp3715haWkprl27JhYvXiyE+HRP+vTpI/r165ejcyiVSnHhwgUxePBgceLECaFUKsWSJUty9FAWQoj3798LIyMjsXDhQhEZGfnV1/I1BAcHi3nz5onp06cLX19foVAoxN69e8XgwYPFlStXfkoUb0hIiJg/f76YNm2aePv2rUhKShJ2dnZi5MiR4tGjRz+kzdu3b4vff/9dREVFCRsbGzFy5Ejh5uYmhPgUpDht2jSxePHiTD+PO3fuZBpZrVQqhbm5uVi5cmW29y06OlpMmzZNGBoaioEDB4qAgIBM91MNFF6/fv2VV/q/h+yylvlXEhoaipWVFUlJSZiYmPDq1SsmTZqElpYWAwYMoGvXrnh4eLB27VqqVavGpk2b0NHRwdLSkoiICNavX5/jwJqYmBhWrFiBnp4eixYt+qL4/ZUrV/D29pbcpj+Se/fuMXLkSLS0tEhMTARAU1OTqlWr4uPjQ2hoaLb60BoaGvTs2ZOqVauyfv16fH196datG0ePHlVzc2aGi4sLDg4O9OrVi99///2nuajF/+Vhb9myRVLYio2NZenSpcTHx+eoEtf37EOXLl0wNDQkJCSEuXPnUrx4cRwcHChRosR3bzc1NZVdu3bRrl07Fi9eTMmSJXF0dERXV5fbt2/j5OQkLRn8VY5UoVCwd+9eRo4cmWEd9+LFi3h5eWW7bhwXF8fy5cspWbIk/v7+TJgwIdOqYW5ubjg7O7N8+fKfVkP6v4BskGX+ddy7dw97e3uaNm1KiRIlWL16NRUqVGDSpEm0atWK5ORktmzZgqurK5MmTaJLly4IIbCxsSE4OBhTU9Mcr2VFRUWxfPlyKleuzNy5c79odEJCQti2bRtLly7Ndv3tWwkKCuLDhw80bdqUV69ekZKSIr1Xp04dfHx8pFKLOaF69erY2tpiYmLChw8fCA4O5u3bt5lqECsUCimozdjYmFatWn2368qO+Ph4Nm7ciIeHBwsXLqRZs2Y8fvwYGxsbSQ7yR9ctjo+Pl+IVFixYQLNmzbh8+TLbt29nwIABDB8+/Idpc584cYLw8HAuXbrEsGHDGDx4MOnp6WzatInbt2+zYMGCLFXHrly5Qp48eTIoY/n6+rJjxw5WrVr1RZ3qhIQEVq5cSdmyZVEqlVSrVo1evXpl2M/T0xNLS0vmzp1Lo0aNvul6/9eQDbLMv4b09HT279/P8ePHqVixIo8ePaJatWosX76cunXroqGhgYeHhxRA4+TkRMmSJRFC4ODggK+vL2ZmZjk2ljExMSxfvpzq1asze/bsL6ZqKJVK7Ozs6N69+0+pn3vnzh0aN25MgQIFyJcvn1odZKVSSefOnbl79y4BAQE5ni3q6uqyfv161q1bhxCC8+fPS0FDKsLDw7GwsCAtLQ07O7ufWr7R09MTGxsbDAwMcHJyomjRouzfv5/Tp08zffr0n6IApkpnUvUhX758WFtb8/z5c1asWEGDBg1+WNu+vr6SnrmJiQm1a9cmLCwMc3NzAOzt7bOMak9OTubQoUNMnTpVbbCQnJyMhYUFgwcP/qJ0alJSEqtWrUJHR4cmTZpw4MCBTL1A7969w8TEhIkTJ2ZQq5PJHtkgy/wriImJYdWqVfj4+ACfUpWmT59OvXr1gE/G+vDhw5w6dQpDQ0OpfJ4Qgh07duDl5YW5uXmO69uqZgP6+vrZGmP4lJP88eNHxo4d+20XmgOEENy8eVMqCCGEUHswpqenU6pUKbp06cLx48clucicUKBAAVavXs2QIUO4evUqU6ZMkVJZnjx5grW1NW3atGHy5Mk/LX1FoVBw6NAhTp8+zbhx4/j111+JjY1l5cqVRERE/BQXtUKhYP/+/fz555/S98vHxwdLS0tKly6Ng4MDxYsX/2Hte3h4sGzZMgAOHTpE4cKFcXNzw9bWlg4dOjBx4sQvLqWcOXOGUqVKqeWECyFwdnamRIkSX5SwTE5OZs2aNRQsWJCxY8cyf/58Fi9enOG3FBwczMqVKxk8eHCmEdwyOeBvW72WkckhHh4ekgrQ3LlzxfPnz9Xej4iIEIsXLxbTpk0Tfn5+au8dP35cjB49WgQHB+e4vcTERDFv3jyxZs2aTNW3/sqHDx/E4MGDxbNnz3Lcxrfw9u1bMXjwYCm47OnTp2LKlCnS+w4ODmL//v0iJCREDBgw4KuCrVSKX+PGjRMpKSli//79YvDgweLq1avf7TpyQnBwsJg7d64wMjKSPtsXL16IMWPGCEtLy58SRR0YGChmz54tZs2aJQICAoRSqRRnzpwRgwYNEseOHfuhwWMKhULs27dP+v6HhoYKhUIh9uzZIwYPHixu3bqV7TliY2PF0KFDM3w///zzTyk4LCtSUlLE0qVLxZIlS0R8fLwwNjYWW7duzbBfeHi4GD9+vNi5c2fuL1JGQp4hy/xjEUKwfPlyPDw8AFi7dm0Gd/CjR4+wtbWlZcuWrFq1Sk2Y4Nq1axw9ehQzM7Mcu1ZVeckFChRg8eLF2QYqCSFwcnKiU6dOP9Rd+Tm3bt2idevW0lppWlqa2uxIqVSSJ08eypQpQ4MGDbh27RpDhgzJVRuFChWiXr16eHp6MmjQIMqVK4eVlRUGBgbf81KyRHxWQOOXX35h7NixaGlpcfLkSQ4cOIChoSG9e/f+oYFzQgguXLjArl276N27N6NHjyY5ORlTU1Pevn3L2rVrs6yu9D0ICwvD2tqa+Ph4ChQoQP/+/dHS0mL58uXExMRga2ubaUDVXzl27Bi1atVS+36+efOGnTt3smbNmixz8NPS0jA1NSUtLY21a9dy8OBB0tLSMniB4uLiWLlyJQ0bNmTcuHHfdM3/68gGWeYfibu7OytWrACgW7duzJo1S+3hK4Tg4MGDnDp1KtP1Qzc3NzZt2sTKlSszLbieGUIIqVC9iYlJjlyyV69e5f379yxZsiQXV/f1KJVKbt26pba2m5KSohbIlJycLA1MfvnlF/bs2cPgwYNzbbxKly6Np6cnAJ07d/5pxjgxMRFnZ2eePXvG4sWLadq0KQkJCVhZWeHj44OpqekPj9yNiYnB3t6ed+/eSWvDr169wtLSEgMDAxwcHH5o4J6rqysODg60b9+eGjVqcODAAWrWrMns2bNp2LBhhsFnVoSFhfHnn39iZWUlbYuNjcXMzIzRo0dnKeahUCiwsLAgLi6OdevW8fz5cy5evIidnZ3a7yIpKYnVq1dTsWJFZsyY8cMzC/7ryAZZ5h9FaGgo9vb2PH/+HAAnJyf09fXV9klMTMTGxobAwMBM1w/fvHkjRXnmZta6Y8cO3r17h5WVVY4edlFRUezYsYP58+dnWtj9R+Dp6Ul6ejoNGzaUtsXExEgSofApClgVRd6yZUucnZ15/fp1lhKff0UIwcWLF7l27RrwSRJx1apV1K1b94fXTFaVCixdujSOjo7o6Ojg4+ODubk5FSpUwN7e/odHsD9+/Bg7Ozvq16+Po6MjhQsX5o8//uDgwYOMGTOGfv36/TDDk5qayo4dO7h16xZGRkY0b96cKVOmUKhQIczNzZk4cSI9evTIcfu7d++mffv20qBUqVRibW1NjRo16N+/f6bHpKenY21tTXh4OOvXrycxMRE7OzumT5+upjaWlpbG+vXrKVCgAPPnz/9hkeX/S8gGWeYfQWpqKsePH+fQoUPAp2IHJiYmGXKFg4KCMDExQU9PD1tb2wzpS2FhYaxbt47Ro0fnKsrz9OnT3Lx5EysrqxwHfm3evJnmzZvTrFmzHLfzrdy8eZMOHTqoPfyio6PVAooSEhKk+6apqUnz5s158OBBjgxyamoqmzZtws3NDVNTU8zMzMiXLx8TJ07E0tISJyenHN+f3CCE4MyZM+zbt0+SegQk+UdVis+PnIGpcnyvXbvGlClT6NKlC7GxsaxZs4b3799jZmb2Q2fmQUFBWFhYoKWlhb29PaVLl2bz5s1ERkaSN29ezM3NqVatWo7P9/LlS9zc3NiyZYu07dChQ4SFhWFra5vpvVRlC7x//x5TU1MKFCjAunXraNWqFZ06dZL2UxWLSExMZP369V8MKJPJObJBlvlbEULw8OFDtm7dSlhYGAD9+/fH0NAww4j70aNHWFtbS0IUf418TkxMZO3atbRu3TpHVWpU3L17l/3792NqaprjtWY3NzeeP3/O5s2bc9zOt5KcnIyLiwvr169X2x4bG6tmJBMSEtQGKi1btmTv3r3ZRoCHh4djZmZGnjx52LBhAyVLlqRmzZq8fPmSvn378vTpUzZu3MjixYu/q2FUuYf9/f0xMTGhVq1aJCcns3HjRp4+fcrKlSt/+Pq8v78/lpaWFChQAHt7e8qWLYunpydWVlY/pUrUrVu3cHZ2pmfPnowZMwZNTU1u377Nn3/+ScmSJbG3t8+VDrQQgu3btzNo0CB0dXWBTzP/U6dOYW1tnalHRxUP8fbtW8zNzSlatCj79u0jLi6OKVOmqO1nb29PcHAwZmZmalXDZL6RvyeWTEZGiNDQULF69WoxYsQIsWbNGjFw4EDx559/Zrrvn3/++cWoUoVCIVatWiVWrFiRo8hoFd7e3mLw4MHiwYMHOT4mJSVFTJgwQVy4cCHHx3wPrl69KoyMjDJE9ZqYmKjVrR05cqTw9vaW/p+UlCQGDBjwxUjzZ8+eiZEjRwonJyc1XeLDhw8LCwsLIcSP0ej28PAQY8aMEaamppKUaWBgoJg+fXqW8o/fE6VSKc6fPy8GDx4s9u3bJxQKhVAqleLIkSNqtYN/FCkpKcLBwUGMGDFC+g6q+qSKrP6a9m/cuCHGjRsnReKHhoaKESNGiBs3bmS6v1KpFBs3bhSTJk0SERERQohP0fuDBw9W06FWKpXC2dlZTJ48+YvR2TJfh2yQZX466enp4vTp02Lw4MHCwcFBHDlyRAwePFjcu3cvw75KpVLs3LlTjBgx4otF3bds2SKmTZuWK33qjx8/inHjxonjx4/nqv/79u0TxsbGP0Ur+XMWLlyYaVEAIyMjcf/+fSHEJy3rvn37Sg9VFQsWLMg0ZUmpVIoTJ06IQYMGiUuXLmV4/8GDB2L69OnS/11dXcWIESNyVXwiMxQKhdi/f78YNGiQOH/+vHQvXVxcxJAhQ8Tu3buFQqH4pjayIzY2Vqxfv16MGTNGSgmKiYkRK1euFJMmTRI+Pj4/tP3AwEAxY8YMsWDBAhEWFiaEEFJhCJUxjouLy/V5k5OTxbhx4yTjm5KSIubMmSM2btyY6f5KpVJs3bpVjB8/XupHVFSUGDVqlLh8+bLafjt27BCGhobSfjLfF9llLfNTCQgIwMHBgdjYWFasWIG7uzunTp1i7dq11K5dW21fVanDt2/fYmVllWX5uosXL3L79m1sbGxy7FZUpXTUq1ePgQMH5rj/QUFBnDx5EktLy58aURoUFIS3tzfLly9X2y6E4MOHD5QpUwaAjx8/AmQQqahbty6enp507dpV2pacnIy9vT2vXr3KMnK5UqVKBAcHo1Ao0NTUpFWrVly+fJn9+/czbdq0r7oWlZhHdHQ01tbWGBgYkJ6ezt69e7l48eJPkeNUqX5VrVoVR0dHihYtysuXL7GwsKBmzZrY2dn9UBf19evX2bRpk1qpyqCgIGnNXlNTEyMjo68qV3jy5El0dXXp2LEjANu2bSNPnjxMnDgxw75CCPbu3YurqytmZmaUKlVKCvxq3Lixmszm4cOHuXnzJubm5jmuHS6TO2SDLPNTUCgUHD16lD/++IO+ffsydOhQtmzZIuneVqhQQW3/+Ph41q1bJ0V8ZhVI9PLlS7Zv387q1auzLaSgQgjB5s2bUSgUzJw5M8eGVXVcjx49qFq1ao6O+V5cvnyZVq1aZYgwjo2NJTk5Wbr2iIgIdHV1M6y/16tXTy24R6XpXbRoUTZs2JDl/S1dujR58uQhJCSEihUroqGhwaRJk5g5cyY9evTIcUqZiocPH7JhwwZatWolpe7ExMRgYWEh5dbmtm5weno6sbGxxMXFkZiYKL2SkpJITEwkISFBbfvdu3elY0uUKMGKFSt49+6dtO3169fMmDEDIYS0TfW3hoYGmpqaaGlpSa/P/58/f34KFSpEwYIFKVCggPR3wYIFKVKkCNra2hw+fJhXr15JKV3wKc3J3t6enj17Ap+C8bp06ZKr+wCf6n//8ccfrF27Fg0NDa5fv87du3ext7fPEHglhGD//v1cu3YNMzMzaVB39OhRIiIiWL58ufTbOHXqFGfPnsXMzIxy5crlul8yOUM2yDI/HD8/P2xsbMiTJw+WlpZUrFgRc3NzIiIisLKykoJOVERHR7NixQpKly7NggULsiwWEBUVhZmZGWPHjpUkNHPChQsXePjwYYacyuxwcXHBz88vxwUbvhcKhYJr164xf/78DO+FhISgo6MjpWlFRkZmWmWoWrVqhISEkJiYyIsXL7CxsaF79+6MGzfui+kqGhoaVKxYEX9/f0mEoly5cvTr14/du3ezdu3aHF1DWloau3fv5sqVKxgZGdGhQwfgk/EzMzOjTp06rFy5UrqO1NRUIiMjiYyMJCoqiqioKGJiYoiJiSE2NpbY2Fjp7/j4eAC0tbXVDGCBAgUoWLCgtE2pVErG+Ndff6VGjRqkpKSwceNGAMaNG0edOnXQ0NDIMEhTbVMqlaSlpaFQKEhLS8vwd0pKijQAiIyMJDAwUBoIvH79Wu2cdnZ2FClShPfv3wNgYGBAnjx5OH78OEuWLCE9PT3XFbT27t1L8+bNqV27Nn5+fmzatIklS5ZkOqM9ePAgly9fxszMTBoEubu788cff0gBbvDJA3Xo0CFMTEwypCDKfF9kgyzzw1AqlZw+fZoDBw5IVXAUCgVr1qwhJSUFMzOzDG7B8PBwqWTb7Nmzs3wgKRQKzM3NadSoEX369Mlxn7y9vdm5cyfr1q2jZMmSOT4uNTWVnTt3Ymho+ENdmZnx6NEj8ufPr5Z7rCIwMFBtRhkZGZnpdRUrVoxixYphYWGBl5cXM2fOlIxidpQtW1aKgFcxcOBAJk6ciJeXV7ZqVcHBwZKL397enlKlShESEsLu3btxdXVFW1ub/PnzY2ZmJhnh+Ph4NDU10dXVlV7FihWjRIkSVK5cmWLFilG0aFGKFi0q/f2l1BuV0EbPnj2ZOHEi+fPnx9vbG3Nzc5o3b87cuXN/WH6zEIKrV6/i7+9P//79GTx4MLGxsfj6+mJiYgJAx44d0dTU5Pjx4wBYWlqiVCopUaIEFSpUoEKFClSsWFH6W0dHJ8Og4eXLl7i6urJp0ybi4uJYv349gwYNokmTJhn6dPjwYS5cuICZmZnknVINkKdMmULlypWBT2l2O3bsYPXq1ZlW/pL5vsgGWeaHEBYWhp2dHZGRkVIqS0JCAqtXryZfvnyYmJhkEN8ICgpi+fLlNG/enGnTpn3Rlbxt2zZSUlIwMjLKscs5Pj4ec3NzRo0alWG9OjtOnjyJjo7OT6ko9FcuX75Mt27dMr1OX19f6eEJn4RVMpsNJSUlERMTw5MnT3B0dMyV6lbJkiWJiIhQ21akSBH69evHgQMHMqRhCSH4+PEjwcHB/PHHHzx69AiAmjVrsnTpUrVzaWpq0r59e0qUKEHNmjUpUaKE9CpatOg3r9OnpKSwfft27ty5w8yZM2nbti1CCP7880927drFiBEjGDhw4De1o1AopFn7X93jkZGRHDlyBPhUECUgIABzc3OePn2KUqkEQE9Pj9evX/Phwwfg02xcW1ubhIQEIiIiiIiIwN3d/Yt9KFy4sOQp2Lt3Lzdu3AA+3d+LFy9SuHBhihcvjo6ODpcvX+bq1auYmppKXg/VALdly5bSuvG9e/dwcnJi2bJlWSp6yXxfZIMs810RQnDjxg22bNlChw4d1NYJV65cSYkSJVi8eHEGV7Gfnx/Lly+ne/fujBkz5osPyOvXr3Pnzh02bNiQY5ezEEIqmzdgwIBcXVNUVBTHjx+X1uV+JuHh4Tx9+jTLACo/Pz+1QUJwcDAtWrRQ2yckJESaiXXq1CnXEpglS5aUJDQ/p0ePHhw+fJitW7dSuHBhgoKCpFdycrK0X+HChenXr59UGnDHjh2UK1eOpUuXZliu+J74+flhaWlJ4cKFcXBwQE9Pj8TERBwdHfHy8vqiFrXKZR4VFSX9Gx0dLbnJP3edJyQkAJ/0vz93mYeFhUmDj86dO1OhQgW0tbX5888/USqVNGjQgL59+6KlpYVSqWTt2rX0799fWjtWfdc+/84plUoSEhJ49+4dr1694tWrV0REREjGGJCMcfPmzfHx8SExMZG4uDiio6MJDw+X9lPpWJcqVUpy5Q8cOJDAwECCgoKwsbFhwYIFP6WcqMwnZIMs891QiTk8efKE+fPnS4XSo6KiWL58Ofr6+sybNy+DG9rPz4+lS5cyYMCAL5aBg08u2k2bNrF48eIsa79mxqlTp/Dz88Pe3j7XRnXv3r20aNEi17Pq78HFixdp1qxZprNeIQR+fn5qBjY4OFjNhe3u7o6FhQVdu3bll19+kQp15IaCBQty//59Lly4gL+/PwEBAQQFBREVFQXA2bNn6dKlC/r6+rRp04a8efOyd+9etLW11T6nx48fY21tTadOnZgwYUKu10dzivi/Ws67du3it99+Y/jw4eTNmxdfX1/Mzc0pUaIES5cuJTk5mStXrhAWFia5ylXGNy4ujrx580ru8hIlSlC8eHFKlSpFtWrV1FzlqpfqeoQQXLp0ie3btzNy5EiGDRtGnjx5SEhIwN7enrS0NGxtbdVcwLt27aJOnTpMmDAhR9/P+vXrS9KXMTExTJw4kWHDhvHs2TNpNv348WOqVq1KvXr1aNKkCa9eveLMmTMsW7aM4sWLEx0dzcePH/njjz8AqFChAvv37ycwMFBq5/z58zx//hx9fX0qVqxIpUqVfppM7P8iskGW+S74+flhbm6Orq4uDg4O0swnKiqKpUuXUqtWLWbNmpVBXSsgIIDly5fnyBinpKRgbm5Onz59pOjUnPD69WsOHDiAqalprtNIvL29cXFxkQJ/fiZpaWlcunQp02Au+HRv4+PjJS1vhULBhw8fKFeunJoU5bRp0+jatSsPHjzg6tWrWbaXkpJCQEAAAQEB+Pv7S6/IyEgA7t+/j76+vjTbK1++PElJSUydOpXRo0dTqlQpXF1d2bBhA126dGH8+PFoamoihODIkSP88ccfmRYC+Z7ExcVhb2/Po0ePGDFiBCVLluTIkSOSJCt8GrQsWrSIUqVKUbp0afT09ChRogQ1atSQ3OWqNevcDt5UhTGeP3+upjDm5+eHqakp5cqVy6DH7evry7lz57Czs8tRewqFgri4OOllampKcnIywcHBuLu7U7ZsWRo1akRgYCCenp54e3tz8uRJ6XhVUOJflyKio6PVZtrwqQb2kydPsuxLgwYNaNiwIaVKlVJb09fV1f1hA67/MvIdk/kmPp8NDBw4kOHDh0tGNzo6muXLl1OzZs1MjXFgYCBLly6lT58+2RpjgK1bt1KoUCFGjx6d4/4lJSVhY2PDyJEjc61DLIRg27ZtDBgwIFez8e+Fq6srhQoVyjSYCz4NFipWrChFoX/48AEtLS2KFSuGvb09T58+Zf369dSsWROAUqVKSS7LuLg4fHx88PHx4d27d/j4+BAcHEyhQoUwMDCgUqVKtGzZkqFDh6KpqcmSJUtYs2ZNhj4ULVqUZs2acfbsWdLT07l27RqzZs2iTZs2wCcZT1UhEEtLS7X17m8lMTGR4OBggoODCQoK4uLFi9KsHT55F3R0dPD29gagS5cudO/endKlS1OiRIkM38dv5d27d5ibm1O6dGkcHBykXPAbN26wceNGBg0axLBhwzK4oJ2cnOjbty+FChXC29ubjx8/SpHlHz9+JDIyUnKXx8XFkZSUBHyKKlctDRQrVowrV64A0KxZM7S1tWncuDFt2rTh0qVL+Pv707ZtW+Li4iQvicoYlylThmXLluHr64utrS0dOnSgb9++KJVKlEolCoWClJQUkpKSCA0NxdPTEw8PD5RKJR4eHpl6XTQ0NCR3uOpVpkyZLwalycgGWeYbSEpKwtHREU9Pzwx6wzExMSxbtoyqVasye/bsDA+/oKAgli1bRq9evRg+fHi2bd26dYt79+7h4OCQq6oy27Zto1SpUvz22285v7D/4+7du4SGhjJ48OBcH/s9+PPPP79Y8/fVq1dqBSOCgoLQ1tZm6dKl0pq5jo4OUVFR+Pj48OzZMxISEhgxYgTx8fHo6elRrVo1qlatSufOnalSpUqmD8qYmBjS0tJITU3NdM2+UaNGbN68mSpVqmBnZyfpgatmhRUqVMDOzu6rRC5U7atm7QEBAdIa58ePHylcuDBly5aVjG6DBg2YOHEi5cqVIywsDDMzM+rVq8eCBQt+2Hr15y7yoUOHMmTIEDQ0NEhLS2Pbtm24uLgwd+5cKlSowOPHjwkLC5Ned+7cAT5VKPvjjz8oVqwYOjo6atHl+vr66OrqUrRoUYoUKSK98ubNy/z582natCk+Pj4IIVixYoXab+3s2bNERERgZ2enVpgiPj6eESNGAJ8CMOfOnYtCoeDXX39l6tSpX7zeYcOGqV17WFgYnp6ePH/+nOfPnxMeHo6enh4GBgZUrlwZbW1tIiIiePjwISdOnCAsLIyCBQtSoUIFKlWqRPXq1alWrRoGBgb/80UqZIMs81UEBwdjYmKCjo6O2mwAPolVLF++HAMDA+bMmZPBGIeFhbF06VK6devGyJEjs20rKCgIZ2dnFixYkKtUpXv37uHq6oqTk1OuR+MKhYJ9+/YxatSoHJVi/N74+vri4+PDypUrs9zn1atXaspb165dIzY2Fk1NTbp164aTkxPe3t7ExMRQvnx5ScRj/PjxmYqMZIUqzSs+Pj6DUXvw4AF79uwBYPTo0ZIxvnnzJs7OzpnOCrMiISFBzfCqXOYxMTGUKlWKSpUqoa+vT7du3Shfvjzly5cnNTUVa2trKlasyMKFC6X1dNWstF+/fowcOfKHlQZMSEjA0dGRly9fYmxsjI6ODtevX8fd3Z2bN29K+5mZmaGtrU2pUqXQ09OjdOnS0m9m1KhRdOvWjeLFi+fKzXvp0iViY2NJS0vj/fv32NnZqf3Wzp07x4EDB1i3bl2GKlG3bt1CV1cXe3t7IiIimDt3rnTOiIgIunfvTtOmTbPtj4aGBqVLl6Z06dLSdzEsLIwnT55IBlhXV5cWLVowfPhwatasSWpqKkFBQbx//x5fX19cXV3Zu3cvycnJGBgYUKdOHerXr0+9evW+ehD3b0U2yDK5xs3NDRsbG3755RfGjh2r9rCLi4tj+fLlVKhQAWNj4wwPwpiYGFasWEGbNm34/fffs31QKxQKqS1VkFhOiIqKwtHRkenTp+fKiKu4evUqGhoaagbvZ3L+/Hk6duyY5QNJoVDw+vVrevfuzYULF9i0aZOkJqWpqUlISAgNGzZkyJAh0iwF4OnTp1SpUiVXObeamppSGo7KICsUCknqcubMmbx+/RoXFxeaNGnCrl27uHr1qpoS1ecIIQgPD1dzl/v6+hIREYGOjg76+vro6+vTsWNHKZgos0CiR48eYWtrS8uWLaVo/tTUVLZu3Yqrq2uW7X8LqampvH//noCAAG7duiWldMEno6urq6vmNp8/fz7ly5dHT0+PIkWKqH3fzczM6NSpU448RH8lLi6OPXv20KpVK86fP4+VlZVafvz58+fZv38/a9asyZA//Pr1a3bt2iXpAaxfv57ffvsNQ0NDwsPDuXbtGlu3bpVmzD179lSrt50denp69OzZk549e5KSkoKHhwf37t1j9erVFC5cmI4dO9KpUyc6dOgg5cILIQgNDeXNmze8ePGCPXv2EBQUROXKlWnatCktW7akRo0a/3k3t2yQZXKMEIKjR49y/PjxTIUlkpOTWbNmDWXKlGHevHkZjHFiYiKrVq2iWrVqTJ48OUc/riNHjpCWlpZt6cC/9tPBwYGmTZvmWPzic1JSUjh06BBTpkz5W4quJyQkSJrBnxMbG4uXlxdeXl78+eefKBQK7O3tSU1NlfaZNWsW3bt3z/Lcn+er5oaCBQuSmJgIfFp7tLS0JCkpCTs7O8qXL0/ZsmWZO3eupAamcl2np6cTFBQkGV/VKzExkUqVKlGlShUaNmzIb7/9hoGBQY4GCp8PBqZNmyYFiYWEhGBmZkb+/PlxcHD4qoGYCpXh9ff3JzAwUAp2+/DhAwULFpRSnQoWLIiRkRHly5enTJkynDp1ipMnT2YbvPbw4UM8PDy+unznrl27KFKkCHfv3mX27NlqCloXL15kz549rFmzRoofUBEdHY2ZmRmjR49GT0+PxYsX07p1awwNDdHQ0EBPT48RI0YwfPhwHj16xOnTpzly5AidOnXit99+yyBxmx358+enefPmkrbA48ePuXXrFnPmzKFq1ar06tWLtm3bki9fPsqUKUOZMmWk3+zHjx95/vw5bm5urFq1inz58tGiRQs6dOhA/fr1/5PGWTbIMjlC9fD18fHBwsIig4ZxWloa69evR1tbmwULFmRwdaWmprJ+/XqKFSvG3Llzc/RjevXqFSdPnsTa2jpXa0vXr1/H19cXZ2fnHB/zOWfPnqVkyZK0bt36q47/Vq5fv46+vj6FCxfm+vXreHl58eLFC4KCgqhQoQJ16tShQoUKhISEULNmTSIjI1m0aBEzZ87MNmf0aw2ypqYmCoWCx48fY2NjQ+vWrZkyZUqGNeWXL18ybdo0Tp8+jbe3N35+fmhoaGBgYEDVqlXp0KED48aNQ19fP1eypSrCwsKwtLSUCo+oUrzu37/Phg0b6NatG+PGjcux61dVnMPX15d3797h5+cnGd4CBQpQqVIlKlWqRP369enTpw8lSpRg//79vH79mkWLFkmpcLGxsZibmxMaGoqVldUXc72Tk5PZvHkzhoaGWWqIf4kXL15w5coV8uXLR79+/Wjbtq303uXLl9m5cydr1qxRiy+A/y/+UbduXdq3b8+SJUto0qQJkyZNylQqVGVI/fz8OH36NLNmzaJ169YMHz5cEhTJDVpaWrRq1YpWrVqRkJDA9evXOXLkCNu3b+eXX36hX79+6OjoSPvr6OhIs2iFQoGXlxf37t3D0tKSfPny0aVLF7p27ZrjGub/BjTE5wrqMjKZEBERwZo1ayhWrBiLFi3KMItRKpVYWloSFhbG+vXrMxQsVyqVWFhYSKpdOVmTTU5OZtasWfTq1StXAVkfP35k+vTpzJkzh5YtW+b4OBVxcXFMmjSJpUuXqgWp/WiUSiX+/v54enqydetWAPLmzUu1atWoU6cOdevWpXbt2pLrcPr06QQGBtKyZUuMjY0JCgpi1apVHDhw4IuDHdXafW4LF0ycOJHixYvj7+8vzf6ioqLw9vZmy5YtaoITtWvXpkaNGlLAWPny5b9LRLNK/rJjx45MmDCBfPnykZ6ezp49e7h06RKzZs1SM05/JTU1lYCAAMn4vnv3Dl9fX9LS0qTZuirCvFKlSujq6qrdS1UUdbly5TA2NpY+izdv3mBmZibJvWaXp7tjxw68vb0xMzP7qtiGmTNn8v79exo3bszq1aule3vlyhW2bdvGqlWrMlXW2rp1K8+fP2f58uWsXr1aSkXMaR/CwsI4duwY165do3Xr1vz+++9SQYqvRQjB8+fPOXXqFM+ePaN79+4MHDjwi1kNqoHh9evXcXNzo1GjRgwYMOA/MWuWZ8gyX+Tt27esW7eO5s2bM3Xq1AwzDyEEGzduJCAgAAsLiwzGGGDnzp34+/tjZWWV4wCp7du3U6JECUn8IKds3ryZxo0bf5UxBjh+/Dg1atT44cZYCIG/v7+UNuLp6Ul6erqUxqJSkcqssMbjx48JDAykUaNGLFu2DA0NDfz8/KhcuXK2D6S8efOSnp6eq75GRUURGhpKaGgoXbp04f79++zdu1cth7VVq1bUqFGDc+fOYWFh8V0fjKmpqezatYsbN25gZGREu3btpH5ZWVkRFxeXoUpUSkoK7969482bN5K7PDAwkIIFC1KlShUqV64sVauqUKHCF2fUn6f2fR5FLYTgwoUL7Ny5k1GjRjFgwIBsr/vdu3ecP3+eDRs2fNU9OnHiBO/fv6dkyZIsWLBAMsaqdd+sjPGNGze4ceMGa9askYK8clPpDD6tDc+YMYMhQ4Zw+PBhZsyYIVVu+1qxEA0NDRo0aECDBg3w9fXl2LFjTJ06lV9++YURI0Zk6kHQ1NSkZcuWtGzZkqioKP7880+pJOSoUaNo3rz5v9YwyzNkmSy5f/++lMOb1cNmz5493Lp1C0tLy0zX7FTBJTY2Njl2Lbm5uWFtbY2jo2Ou8n/v3r2Ls7MzmzZt+ipXYFRUFJMmTcLS0vK7l1cUQhAcHCwZYA8PD1JTU6lbty4NGjSgfv36VKlShVWrVtGgQYMs87L//PNPad3x9OnT0gN5y5Yt5M2bN9Oat5+zZs0aWrRoQa9evb64X3R0NF5eXhw7doy3b99K29u0aUONGjUoXbo0J06cIDU1lWXLllG2bFlSU1MZPnw4jo6OuS6hmBXBwcFYWFiQN29eFi5cKM3IPD09sbCwoHHjxkyZMoUPHz7g7e3Nmzdv8Pb2JiAggKJFi1K9enWqV69OlSpVqFKlCiVLlpSMaUpKCunp6aSnp6NUKtX+Vf2dkJCAs7Mzfn5+TJ8+nYYNG6KhoYFCoWDjxo14enqyaNEiGjZsSP78+dHS0srSGCiVSubPn0+TJk1ylUuvIiQkhMmTJwPg4OAg5XSrIspXrlxJ/fr1Mxzn4+PD4sWLmTlzJn/88QflypVj/vz53xwf8e7dO7Zv305AQACGhoZ06dLluxjCwMBAdu/ezfPnzxk8eDADBgzIdnkjJSWFixcvcuzYMcqUKcO4ceNyVQHun4JskGUyIITg1KlTHDx4kLlz50oiD3/lzJkzHD16FAsLi0wfwE+ePMHU1PSLmsF/JSEhgenTp/P777+rFUfPjri4OKZNm8bkyZO/KpALPuUsh4eHs3Tp0q86/q+EhYXx7Nkznj9/zrNnz4iLi6N27drSjKB69epqMzM/Pz/mzZvHrl27MkS1KhQKtm3bxt27d6lduzZCCJYvXy69P2/ePPr16ycVpc8KExMTGjZsSN++faVtQggCAwPx8vLi5cuXvHz5kpCQEOn9OnXqEBgYiJGREW3atMHHx4f169dTo0YN5syZo+b1WLp0KR06dJDq+n4Lt2/fxsnJSYrmT01NJS4uDktLSynvODM0NTWpUKECRYoUITU1lZSUFFJSUtT+TktLy/L4PHnykDdv3gz75M+fXyq/+CXy5ctH/vz5yZcvn/R3/vz5pfKLXbt2RUdHh0KFClG4cGEKFSpEkSJFpOIPRYoUyeDiF0IwceJEwsLCWLBggfQdV6WXrVixIlOvTmxsLHPmzKFjx448e/YMXV1dFi9e/N1UtIQQ3Lt3j61bt1KxYkWMjIxyXJc8O54/f86OHTtITExk5syZmQ42/kpycjJnzpzh+PHjtGrVigkTJnzV4PzvQnZZy6ghhGDr1q3cvXsXU1PTLEuu3b9/n3379rF+/fpMjbG/vz8WFhYYGRnl2BjDJ/e2vr5+rtON9u7dS/Xq1Wnfvn2ujlMRFRXFxYsXsbKy+qrj4dPD4Pnz5zx58kQSgFC5v+fNm0etWrW+ONI/c+YMnTt3zmCM4+PjsbCwIDo6GltbW5ycnNRSwFJTU3n37l2GiNrMUBkab29vSczh5cuXpKamUrNmTWrXrs3vv//OxYsXCQkJYcmSJVSvXp3Zs2eTN29eyQAMGzaMQYMGZZgR1atXD09Pz2wNshCCxMTEDEUbYmNjCQsLk1Sn4JMn4PTp01meq3z58lSvXp3ChQtL9Y9VJR1Vr8+N5OfbNTU1JQOcJ08eqe7xtWvX2Lx5MwMGDGDEiBGSgXR1dcXe3p6ePXvy+++/kydPHknNKjU1NdMBgCpi+/Xr1zRu3BhdXV0SEhIICwsjISGB+Ph44uPjiY6OJiEhAQ0NDck46+joULx4cR4+fEhcXBxly5alatWqpKamcv/+fZydnVm2bFmmxjg9PV2qP/78+XMpBuR7SlpqaGjQpk0bGjZsyO7duzEyMmLs2LH8+uuv3zxbrl+/Pra2tpw9e5a1a9fSoUMHxo8f/8Xyp9ra2gwdOpQuXbqwbds2pk6dytSpU7MdqP5TkA2yjIRCocDOzo63b99ibW2dpbv4zZs32NjYMG/evEzlKGNiYqTKNZ06dcpx+8+ePeP27ds4Ozvn6sf85s0brl+/nuvjPufEiRM0adIkQ/T4lxBC4Ovry5MnT3j69CleXl6UKlWKxo0bM2HCBBo0aJDpmnpmxMTEcOvWLTZs2KC2PTg4mLVr11K+fHksLS3R1NTkxYsXaq5pX19fChYsmOXMRKlU4uPjg6enJ66urpIkZ7169WjQoAHDhw+nSpUqaGpq4ufnh5mZGWXKlFHTXE5JSWH37t18/Pjxi/m99erV4+zZswQHB0vyj6qCDX/9f0pKCvnz56d48eJSoQZfX19JO/tzVG7mwoULs3HjRrVo3O9JSkoKW7Zs4cGDByxdulSKWlelWl26dIk5c+aoReDnyZNHytXODNUadOfOnTE2Nv5i+6mpqVLRB9W/AQEBxMXFSfvMnDlTbZZ+9epVXr16JdVLLleuHFpaWuzZs4eQkBBJ2WvJkiU/TAmrUKFCzJgxg/bt22NnZ4e7uzuzZ8/+5hrTefLkoX///rRu3RpHR0fmzJnDwoULs63NXLJkSZYsWcKDBw+wt7fH3d2dKVOm/C0iP7lBdlnLAJ9md6ampsTGxkoR1ZkRGhrKvHnzGDp0KP369cvwfnp6OitXrqRIkSIsWrQoxwYyOTkZIyMjBgwYQJ8+fXLcb6VSybx582jRooUkBZhbVGvHVlZW2RrkmJgY3N3defz4MU+fPiU5OZmGDRvSpEkTGjdu/NUpGIcOHeLVq1dqetEeHh6YmZlJLts8efLg7u6OnZ0du3fvlu7t6dOnefbsmaTqpVQqeffunSRl+OLFCzQ0NKhbty4PHz6kZ8+eTJs2LYNbVLUWOXDgQKlCkeqaVWueW7dupWjRomryj6pXeHg4gYGBUmCaqmjD5zKQnxdvUMl6qvp4+/ZtqS89evSgXr161K5dGw8PD7Zu3cqQIUOkgKofQVBQEObm5hQsWJCFCxdSokQJ4NP3w9LSkoSEBJYsWULZsmVJSEggLi6O+Ph4kpKSsnypKkoplUqqVKlCwYIFSUtLIy0tDYVCkeHfvwbcCSHUSll+rl+dGzp16kStWrUkD0KxYsWkl7a29ne9p6oCHz4+PixatChD+tXXIoTgjz/+4PDhw4wdO5Y+ffrkqN+RkZFYW1sTHx/PqlWrvik//UcjG2QZyQhra2uzbNmyLCMm4+PjpfqoquCSv7Jz504pVzU3o9Ht27fj7e2Nubl5rh4O58+f5+TJkzg7O39VXquq7Q8fPqityapQzYIfPnyIm5sb3t7eVKlShSZNmtCkSRNq1ar1zS7A1NRUxo8fz9y5c6WZ58WLF9m+fTtTp05VW0vfvn27NHhRYWlpSd68ealRowbu7u68ePECgLp161K/fn3q169P5cqVyZMnD8uXL6dTp05q50xLS2P79u3cuXOHefPm0ahRI8LDwwkJCeHOnTtq7uNChQqRkJBAoUKF1Kolqf4uVaoUa9asYebMmRki3VWR5c+fP8fT05MXL16QlJSEgYEBb968AWDJkiVSzEJqaiqbN2/m4cOHzJ8/n0aNGn3Tfc6K5ORkTp8+zf79+ylbtix9+vSRDO69e/ekaHJdXV3S0tKIj49HCIGmpqZU/7hAgQIUKFAAbW1t6e8CBQqgUCg4f/48tWvXpnv37mhqaqKlpYWWlpb09+fbVG5zFZs3b8bDw4OJEyfSpEkT7t27x759+xg9ejQNGzaUjLnKoKtc2ar6xjkhX758aga6ZMmS0meqepUoUSJX3/PPq41Nnz4912l2X+Lly5eYmZnRsmVLpkyZkqN+KRQKNm/ejJubG6tXr/6uRU6+J7LL+n+ciIgIVqxYIdUqzsqlpVAoMDU1pXz58llG8t65c4fLly9ja2ubK2P8+vVrLl68mOtaxTExMezdu5f58+d/tTH++PEjFy5cUFs7Tk1N5dmzZ5IRTkhIoEmTJvTu3ZumTZuq6XZ/D+7cuUPRokVp0qQJ6enp7Ny5k5s3b7JmzZoMKSxubm6MHz9emqk/ffpUKlAQExND48aNGTlypGSA/0paWhpaWlooFArCw8N59uyZJKBSqVIltm3bRmhoKEKIDLO1IUOG0L59e/T09L64jte4cWN8fX1p3rw57969w9PTUzLACoWC2rVrU69ePQYMGICmpiY2NjbSOrtKmjMkJARzc3Py5cvHhg0bvmpWk5CQQEREhPT6+PGjmiv448ePhIWFoVQqpWMKFy6Mu7s7RYsW5dq1awBUqVKFIUOGqBV2KFKkCPnz58/2+7phwwaaN2/OihUrcj0LffnyJR4eHtSrV4/+/fvj6urKsWPHWLlyZZYysipJTYDq1auzbt06ChUqhEKhICAgQKrw9fr1a3x8fMifPz/lypWjXLlylC9fXvJavH//nidPnhAeHk5ERARCCHR1dSUN8fLly0uVm0qVKpXhu6ahoUH//v3R19fH3NycoKAgRo8e/V1m4rVr18bGxoa1a9eydu1ali5dmu3zRlNTkxkzZnDs2DGWLVuGqanpF8Vb/i7kGfL/MGFhYVJAyIwZM74o3uDs7MybN2+wsLDI9Mvv5+fHggULWLhwYa40p9PT0zE2NpYUgHKDo6MjMTExmc5sc8rOnTsJDg5m2rRpuLm58fDhQ549e4aOjg4tWrSgRYsW1K1b94etvQkhmDVrFr/++ivt27fHysqKsLAwVq5cqSa6kJKSwpUrV9iyZQtly5blw4cPkpDFtWvX2LdvX6YDheTkZN6/f09gYCDv37/n6NGjQMZ85N69e6Ovr0/ZsmXR09Pjzz//5Pr16yxYsICmTZsycuRITExMvujSF0Lg5+fH6tWriYqKkjwtderUoV69etSrV4+qVatKNZIvXrzIjh07GDx4MEOHDpW+fw8ePMDOzo6uXbtiaGiY6QwoNTWV8PBw6RUZGSkZD9W/SUlJaGtrU7JkSUqWLEmJEiWkICkdHR2Sk5PZsmULJUqUwMTERIqZSEhIYMOGDbx7947Fixdnu16ZFU+fPsXc3BxnZ+dcDyiioqIkudiTJ0/y4MEDbG1tMTIyonbt2iQmJkou8ZSUFJKTk0lMTGTLli3SOTp16oS2trbkCk9PT1f7OyEhgVevXpGVCahduzZ6enpoaWmRmJhIdHS0dH//eoy2tjYNGzakYcOG1KhRAwMDAymH/v3799LgMrMyrF9LYmIi69evR6lUSlrmOeHIkSOcPXsWKyurf5zKl2yQ/0f58OEDy5Yto1mzZkydOvWLI9fz589z8OBB7OzsKFWqVIb3ExMTmTNnDp06dcpR9abPOXv2LOfOncPJySlXRk+VIuTk5PRVPyohBJ6enlKKU548eahduzbNmzenRYsWVKhQ4aeIC3h4eGBubo6ZmRkWFhbo6emxcOFCChQogL+/v7RW7eXlJQXyLFy4kIYNG1K0aFHu3r3L4cOHMTU1lUoTqgxwYGAg4eHhFC5cWAr4uXLlCn379iUxMZE7d+4wY8YMNXdiXFwc5ubmUvnMsmXLIoRgwIABbNmyJYMykyq1y93dnWfPnpGSkoJSqZSkLatUqZLhAZyYmIiTkxMvXrxg/vz5UjpLeno6+/bt4/z588ycOZM6deoQGhrKhw8fpJfq/1FRUeTLl08ytiq3aqlSpdS2FSxYMNPPUaX69VejryoZWa5cOebNm/fVQUnJycnMmDGDQYMG0bt37wzvK5VKYmNjiY6OlmbsMTExxMTE8PHjR2l2nhl58uSRIslVr/z58+Pp6Snt07FjR0qWLEnevHnR1NQkb968ai/VNlWwnCqd682bNzx+/FgtiAygVq1aGBgYkJaWJkWRJyUlERMTQ2Bg4BfvRfHixalXrx4uLi6ULl0aKysrihcv/l1+XykpKaxduxaFQsHatWszFdLJjO3bt/PkyRNsbGxyHHj5M5AN8v8gISEhLF26lDZt2jBx4sQv/jA8PT1ZvXp1lrnEQgisra2JjY1l7dq1ufqRRUVFMW3aNJYsWZLr9cGVK1eir6/PhAkTcnyMEIJXr15x79497t27x4cPH4BPObxNmzb95ojQr2HNmjUkJSUREBBA69atadq0qZQ2FRcXJwWMNWrUiE2bNtG0aVPJJezn58eJEyekc+nq6lKxYkUqVapEhQoVqFixIhUrVqRYsWLS5zJgwAAKFixI4cKFWbp0qZrbzs/PDxMTE6pWrcrcuXOlGUdycjJDhgzh4MGDwKdBhMoAh4WFUbNmTRo2bEijRo2oUaMG0dHRjB8/nhMnTmSY3fr6+mJubo6enh5z586VSvF5enpy/PhxaT+VW71EiRKUKVOG0qVLq/1bpkyZr3qoKxQKdu/ezZUrV5g9e7Zajv3169fZtGlTrkpG/hWlUsnHjx8xMzPj9evXTJgwgaioKMlVrjK+sbGxCCEoWLAgxYsXl15Fixbl4sWLwKe13VatWnH79m3GjBlDp06dKFy4cKZBWFeuXMHBwQFtbW127tz5Xb7LCQkJPHv2DDc3Nx48eCBpUbdu3Zp69eplqlcfFxdHXFwc796948GDB7i6umZ5/ho1alC+fHnKlStHhQoVqFq1KmXKlMn1fU9JSWH16tUUKVKExYsX52gGnp6ezqpVqyhcuHCugk9/NLJB/h8jKCiIpUuX0rFjR6nCS1aoCpf//vvvWeaVXrlyhb179+Lo6JjrtVVra2vS09NZtGhRro578uQJVlZWbNu2Ldt6qQqFQkr3efDgAWlpabRo0YJmzZrh4ODAokWLvnuJvpzi5+fHzJkzpf9rampSunRpmjVrRtOmTSlbtixBQUH4+vry8uVLHj58CHxyD1auXBl9fX0uXrxI//79GTFixBfXdQG8vb0xNjbGwMAAc3Nztf3v3buHnZ2dFGGt+l6kpaXh4uKCra0tBgYG+Pv7o6+vL7kn69Wrl2GGIYRg8ODBODg4UK5cOeLi4ggKCmLXrl28fPkSgAoVKvDhw4cMa9WGhobo6+tTpkwZyV36vQgPD8fCwoK0tDQWL14seVZSU1Ml0RWVklZmCCGIj4+XZEQ/X59WvaKioqQ16YIFC9KwYUM1V/lfX3+NfTh9+jTbt28nX758TJ8+nc2bN2dbRvLly5csXLgQgAMHDuSqVGJOSU9Pl35H9+/fJz09nU6dOtGlS5ccpQqmpKTw5s0b7t27x9mzZ9XeK1GiBEWKFOH9+/doaWlRuXJlqlSpIum458RIx8XFsWDBApo3b57jQXpsbCzTp09nypQpX61f8L2RDfL/EEFBQSxZsoTu3btnG2CRnJzMwoULqV27NtOmTct0n8DAQIyNjVm2bFmuZ7geHh6YmJiwadMmKb0kJyiVSqnEYFY61ykpKTx9+hRXV1cePnxI/vz5ad26NW3atKFu3brkzZuXCxcucP78eRwcHH7q6DglJUUqKXf+/Hngkwuyb9++FC9enISEBN6+fYuPjw/x8fGUK1eOypUrS2UAt2/fjp6eHhoaGsTGxjJ69Gj27dv3RTUiVR6sKnjr4MGD0gxKCMHhw4c5efIkxsbGtGrVig8fPvDkyRMePXqEh4cHKSkpACxYsIAGDRpkOvASQhAZGYm/vz8BAQHs3LkTyFhdqmzZsvTu3VuaGd27d4/Dhw8zfvx4evXq9cM+Czc3N+zs7Gjbti2TJk2SDGFYWJhU5GHx4sUUL16c8PBwNff45/8mJCRQpEgRKaJctTatcpkXL16cNWvW8MsvvzB48OBc9fHp06dS6lqPHj24detWtsY4PDyc8ePHA7B///6fokolhMDDw4Nr167h6upK2bJl6datG127ds12gAyf7vmMGTMoW7Ys1apV4/Hjx9JA2cDAgEKFCuHv7y/JoBYtWpQ6depQp04dGjduTPny5TP9noSEhDB37lxmzZqVpbrgX3FxcWHTpk1s3bo12wHtz0A2yP8jhIWFsWjRIjp27MjYsWO/+OATQmBra0tERATr1q3LMqjG2NiYFi1aMGbMmFz1RVWxpmfPnrkuHnH58mWOHz/Oxo0b1fqVmprKkydPuHPnDg8fPkRHR4c2bdrQunXrDIXNlUolU6dOZeTIkbkSLvlaoqOjcXNz4/79+zx9+jSD9GKhQoVISUmRShRWq1aNKlWqoK+vL62JmZmZoa+vr7ZG7+rqyoEDB75YZjI1NZVNmzbh5ubGhAkTsLW1lTSwk5OTsbOz49WrV/Tv35+IiAiePHlCaGgoderUoWnTpjRp0oTk5GTMzMzYs2cPQgg+fvwoGV7Vv4GBgSQlJVGuXDkqVarEvXv3qFGjBn369GHv3r2UKVOGBQsWSFHUCQkJ2Nvb8/btWxYvXpypwMz3ID09nf3793Pu3DlmzJhBp06dUCgUhISEcObMGck9XLNmTWmGq6WlhZ6eXqau8tKlS3+xkMKBAwd4+PAhNjY2uUoTCg4OxtjYmISEBCl6W1UeMStUSwnw84zxX0lKSsLV1ZUrV67g7e1Nly5d6NOnj1p95sxQBYGqZrWvXr3izp07uLi4kJ6eTocOHejRowflypXjzZs3eHl5SfnqJUqUkEpD1qtXT82L4uLigrOzMw4ODpnGu/wVIQTLli2TFOr+bmSD/D9AVFQUixcvpkmTJkyZMiXbWcjFixc5ePAg9vb2WSoibd68GR8fH8zMzHKdh3v27FkuXLiAg4NDro5NTU1l0qRJTJkyhTZt2qBQKKS0n/v371OsWDHat29P+/btMTAwyPI6XVxc2LVrF1u3bv1mgf3MEELw/v17Hjx4wOnTp4mOjs5y35kzZ1K1alX09fWzvBcpKSmMGjUKa2trtTXfrVu3kp6enqUHQzX7y5s3L0uWLCEmJoalS5dy6NAhnjx5wurVq6V99fT0aNq0KU2bNpUUxpKSkvDz8+Po0aM8evSI2rVrExAQQGJiImXKlKFSpUro6+tL5QrLly8vzTy3bt3K7du3SUlJoW/fvowaNUq6176+vpiZmX1z4NSXEELw5s0b5s+fD0CTJk3Q0NAgODhYTacbYOjQoZQvX56yZctSunRpdHR0vmqm7u/vj7Gxca6LkyQmJjJ//nwSEhKIiooCPsUWfMkYp6enM2DAAAB27dr1jxC7ePfuHefOnePWrVvUqlWLgQMHSvc9M1xcXHBycsLGxkaS31UqlXh5eXH16lXu3LkjVeXq0KED+fPnJzk5GQ8PDx49eoSbmxtJSUm0a9eOTp06UbduXTQ0NHBwcCAyMpLVq1fn6HN8/fo1y5cvZ9euXTma4f9IZIP8Hyc2NlaagcyePTvbL6hqxrJ69eosq6W4u7uzfv16HB0dc10PNS4ujsmTJzN//vxcr92eOnWKa9euMW7cOFxcXLh37x4FCxakXbt2tG/fnmrVqmV7fUIIjI2N6dKli1qBhW9FqVTy6NEj9u3bh5+fn9p7pUqVokWLFhQsWJBjx45Rt25dvLy8sLGxyVFKjaurK3v37mXTpk1q1zdr1iyGDh0qlSP8HHd3dywtLWnXrh2TJk0CYPfu3Zw5c0Ztv/Hjx9O8eXPy58+Pr6+vVCvY19eXkJAQdHV1JSNhbGwsBYx9KZo1NTWVQYMGAbB69Wq1z/l7BE59jhCC8PBwtZl6QECAWvGJevXqUaVKFcqXL0/hwoU5fPgwCoWCZcuWZTuTyylKpVJy6avSlXJ6nImJCR8/fpSqaq1du1aS7MzqGJVn6fOqT/8UYmNjuXjxIqdOnaJs2bIMHz6cZs2aZfpZ79ixAw8Pj0w9CgkJCdy8eZOLFy8SGRlJnz596NOnj7RGLoTg9evX3Lx5k9u3b5M/f3569epF27ZtWbRoEdOnT8+x63rhwoW0bds21x67741skP/DJCQksHTpUsqVK6dWOzUr4uPjmTNnDj179sxy/SshIQEjIyOGDRv2VRV9tm3bJuUl5hQhBI8ePWLt2rXAp2hilRGuWbNmrh7qL1++ZM2aNezevfubdG3T09N58+YNhw8f5smTJ2rv5cuXj+HDh9OgQQMqV65Mvnz58PT0xNTUlF9++QVtbW2eP3/O+vXrc9SWlZUVpUuXVlsaiIuLY9SoUezdu1dtTVcIwYkTJzh06BAjRoyQChM8efJETXKxRo0a1KlTRzK+8fHxVKhQQSpTWLlyZSpXrkzx4sU5evQogYGBzJs3L9u+quQn/fz8KFu2LFu3bgXU1cC+FDiVFUIIIiIiCAgIyOAqT01NlVzlFStWxNXVlcDAQKZPn65WZvL169eYm5tLg9OvreGbGadPn+b8+fM4OjrmSqRmz549uLq6EhwcDMC6deu+GI+hVCoZM2YMMTExrFq1imbNmn1r138YycnJXLhwgT/++INSpUphaGiYoQhGWlqapEOQVcqkEIJnz57xxx9/8PLlS3755ReGDh2q9r1XKBQ8fvyYc+fO8eLFC2lZ6MSJEzkKDLxx4wbHjh1j48aNX3/B3wFZqes/SmpqKuvWraNEiRLMmzcvW2MshGDDhg1UqlRJmt1kxrZt26hUqRI9evTIdZ+CgoK4ePEidnZ2Odrf39+fmzdvcvPmTUm+0MzMTHJNfQ1nzpyRjGJuiI+P59WrV9KP/q8MHjyYfv36Zeriv3HjBs7OzkyaNInOnTtLMpk5IS0tDTc3N0xNTdW2P3/+nIoVK6o9lJKSkpg3bx6BgYFoaWmxe/du8uXLJ6VDfT5rVFV96tixI+PGjUNfXz9LQ/Lx48ccFXO4c+cOjo6OUiWkXbt2AZ/U4MzMzKTvWHY1rpOTk/H391ebrfv7+5OcnCwZ3kqVKtGkSRPJVa6lpUV0dDTW1tYolUocHR0l974QggsXLrBz505Gjx5N//79v2vw2IcPH9i/fz+rVq3KlTG+ffs258+fl6K9586d+0VjLIRg0aJFxMTEMHHixH+0MYZP2QC//fYbvXv35ty5c6xfv5769etjaGgouai1tLSYO3cuCxYsoFWrVplGbGtoaNCoUSMaNWqEj48Phw8fZtKkSfz222/89ttvFChQAE1NTVq2bEnLli0JDAzk9OnTXLp0iYEDB7J58+Zs63O3atUKBwcHgoODKVeu3A+5HzlBNsj/QVRBWQqFIsfl1k6dOoWvry8bNmzI8mH14MEDqeTb1zzQdu7cSbdu3ahUqVKW+0RFRXHr1i1u3LhBUFAQrVq1wtDQECcnJ5YuXfpNRccjIiK4f/8+mzdv/uJ+Kjeol5cXXl5euLm5SQMCFe3atWPo0KFfXKsWQnDo0CHOnDnD8uXLadSoEefPn0dHRyfHM0R3d3eKFCmSYU3yyZMnNGnSRErrOnnypNpMXTVD0NDQIE+ePJIxrlWrFpaWlrn6/D5+/PjF0o6q2e+tW7eYN28eLVu2xNfXl48fP/Ls2TMsLS1p3bo1kydPVjNYqshslatc9QoODqZo0aLSLL13794YGBiorVH/FU9PT6ysrKhXrx7Lli2TUrGSk5NxdnbGw8MjUynSb0UIgbOzM506dcrVd9Pb2xtHR0fq1avHo0ePaN++/Rf1noUQmJub8+rVK7p27fq3u1ZzQ/78+Rk0aBDdunXjwIEDzJo1iz59+jBy5Ejy589PlSpV6N+/P1u2bMlWy75q1aosW7aMly9fsmvXLi5cuMD48ePp1KmTdJyqLnOZMmXYs2cP06ZNo0+fPowaNSrLSOoCBQpQv359Hj16lGnRnJ+FbJD/Ywgh2L59O76+vlhZWeVIuebt27fs378fU1PTLANs4uPjcXJyYsqUKblKU1Lh4eHBixcv1KT9VCQlJXHv3j1u3LjB8+fPJe3e1q1bU7BgQQ4dOkSVKlVo2LBhrtv9nPPnz9O0adMMZQqVSiX+/v6SAfby8spggHV1denduzdt2rShYsWK2baVlpaGo6MjL168wNLSkkqVKqFUKjl58iSjRo3KsUF0cXGhbdu2avsnJydz6dIl4NNA6nMqVqxIgwYNqF69OtWrV5cipDt27EhkZCQdOnTI9WDqSzPkDx8+YGFhgYaGBvb29tK9VRWhWLt2LVOnTqVr164EBQXx9u1b3r17p+YqL1++PJUrV6Zq1ap069aNypUr5ziw6vMKQBMmTKBnz57ScUFBQZiamlK0aFE2bNjwQ0o2Xrt2jcDAQBYvXpzjYyIjIzExMaFMmTI8evQIDQ0NFixYkOX+QggcHBxwdXWlatWqzJo163t0/adTrFgxpk+fTu/evXFycmLmzJkYGRnRoEEDhgwZwrVr13BxcclRTnDt2rWxsLDA1dWVrVu3cv36daZPn66m2jdw4EAuXrxIjx49ePbsGdOmTWPq1KlZrivXqVNHzYv0dyAb5P8Yp06d4tatW1hbW+dIICA5ORlra2uGDRv2xVnQ7t27qVq16lelCQkh2L17N0OGDJFSM5RKJe7u7ly7do379+9Tvnx5OnfuzJw5c9QMflJSEmfOnGHJkiXf5GZMTU3l4sWLLF68ONPyhEIIypUrJ0kXwidx/jZt2tC2bdtcyXPGxcWxfv16UlNTsba2lgyBq6sr6enpmQZhZdVnV1dX1q5di5ubG3v37s0QMKZi6NChjBgxQs0bcvv2bRwdHRk+fDgDBw7EyMjoq6JxP378mGnu8b1797C3t6dLly4YGhpKa3UJCQlSdHOlSpW4du0aW7dulUoQVqlShfbt2zN27Fi11K7cEhcXh62tLe/fv8fCwkLNi3D37l3s7e3p3bs3v//++w+Jpo+KimL79u0YGxvnOIc1JSUFExMToqOjpWC57du3f9HL4uzszNWrVylYsCCmpqbfTQv678LAwABLS0vOnTvHunXr6NKlCxMmTGDMmDHs3r2b1q1b58irp6GhQdu2bWnUqBF79+5l1qxZTJkyha5du0qeoW7duvHy5UvWrVsn/R6ePHnCpEmTMnzvqlatyq1bt37UZecI2SD/h7hz5w6HDh3C1NQ0x9HP27dvR0dH54siBi9evODWrVtf7aq+d++eFCUZEhLCtWvXuHbtGunp6XTu3BkbG5ssK69cunSJcuXKSXrHX4MQgl27dhEXF8fp06el9di6detSrVo1ypQpQ2BgIM+fP6datWr079+fNm3aZLvWmRnBwcGsWbMGAwMDjI2NpR+9aib322+/ffFho3KXv3r1SqpApVJhAqRiCRoaGujp6RESEsKyZcvUlgGUSiX79u3jwoULLFq0iGbNmiGE4MOHD7nW/Vb15/Oczs/lJ1VpW/fv38fb25tr164RGxsr7aunp0fz5s2ZOnUqFStW/G6G8c2bN5ibm1O1alU2bNggGUSFQsGePXu4cuWKJHTyIxBC4OTkJBUgyekxGzZskKKpAWbMmJHl90wIwcaNGyVviJ2d3XcNRPs7yZMnD/369aNly5ZYW1szb948FixYQN68ebl9+3auyjUWKlSIadOm0bJlS2xtbXF3d2fGjBkUKFCArl27cvjwYWJjY+nYsSN16tTBysqK+fPnZ6iN/Ll63N8lpSkb5P8Ib968wd7ensWLF1OtWrUcHXPv3j1cXFxwdHTMctSdlpaGk5MTI0eO/CoDpVQq2b59O6VLl2bNmjW8fPmS5s2bM336dJo0afLFB3RaWhonT57MtvjFX1HV3fXw8MDDwwNPT08SEhKATykwgwYNIiIiAhcXF44fP07FihXp0KEDM2fO/KprVPHixQvWr1/PL7/8kkF8xcPDg9DQULp3757hGt++fYuXlxevXr3i/v37Gc7bt29f+vfvL7mDDQ0NiYiIoGzZstja2qrNzhISErC2tiYkJARra2sqVKgAfHKTpqWlZXDXZ0dUVBTp6enSfXn79q0UkKanp4eTkxMpKSlUrlyZoKAgEhMTadmyJYsWLWLYsGGMGTMm24Ca3CCE4Pz58+zatYtRo0YxYMAA6T5HRUVhYWFBYmIitra2PzQ45+bNm3h7e+cqKvfQoUO4uLgAUK5cOUqWLJllcKQQgk2bNknCJevXr/9bg41+FKVLl8bMzIwDBw4wb948atWqxbFjx+jcuXOujWKTJk1wdHTE2tqaRYsWsXLlSkqVKkWVKlV48uQJnTt3plSpUpiZmbFp0ybmz5/P6tWrpcmAjo4OCoWC+Pj4v0XXHmSD/J8gIiICExMTfv/99xxHXkZGRuLo6MiMGTO+qGjzxx9/kC9fvlwHOqiEGRYvXoxCoSBfvnz07NmTRYsW5VhR6ObNmxQsWDBHs5wPHz5I9YGfP39OWloadevWpX79+tSvX589e/ZgbGzMgwcPOHjwICVKlKBDhw6MGTNGMlrfgsodplrH/CtHjx6lT58+KJVKnjx5wosXL/Dy8uLNmzekpqaq7VuvXj2aNm3Knj172Lp1q9qs9tq1a0RERNCuXTsWLlyo9tAKCgpi3bp1lClTBhsbGzVDHRwcTKlSpXKlDa1QKHBxcUEIgb29vZo7r0OHDtSvX59q1apRoUIF9u7dS3BwsFqtXm1tbZKSknLcXnYkJyfj6OiIp6dnhmInz58/x8LCgqZNmzJ9+vSvdoPnhKioKLZu3crs2bNz/OB2cXHh0KFDwKflhbNnz7Ju3bpMjY4Qgs2bN3PhwgXg0yz6r+lC/yU0NTUZO3YsderUwdzcnNTUVJ4+fZrr1Dj4ZFTXrFnDpk2bmDdvnpQH/+jRIzp37gx8yjCYMWMGR44cYdmyZVhYWFChQgW0tbXR0tIiNjZWNsgyX0dKSgrr16+nWbNmOTaaKtdZixYtvhhAERISwrFjxzA3N8+xqzEmJobr169z5coVQkNDUSgU9OvXL9uqUn9FqVTyxx9/MGTIkEyPU1WicXd3x93dnfDwcGrVqkXjxo0ZOHAgVatWJU+ePHh6erJs2TLgkwhBhw4dsLCwoHLlyt/FLSWE4OTJkxw+fDhT3eHo6GhOnDiBh4cHHz584PDhw+jp6VGqVCk+fvxInjx50NTUpHHjxrRv354WLVpQqFAhLl68SM2aNSVjrHITnz59GiCDMX78+DFWVlb06NGDsWPHZvB4ZJfOoYp4fvXqFa9fv+b169e8fftWitZWGeOpU6fy66+/SsdFRUWxcuVKUlJS2LBhg9pSSb58+VAoFF9zWzMQGBiIqakpurq62NvbS2vanwd1TZw4kR49evxQd6PKjdykSZMcu8O9vb2xsLAAYMWKFWzevBlDQ8NMvTEqY3znzh20tbX55Zdfvirf/99I8+bNsbGxYebMmaxatYpTp0591RKHpqYmRkZGHDt2jGXLljFixAguX76sto+GhgbDhw8nLS2NFStWYGNjg66u7t++Pi8b5H8xKsOqpaXFtGnTcvwgunTpEu/fv882MnTHjh106dIlWzUpVW3hCxcucO/ePerUqcPQoUOJiIjg5s2bTJgwIdcPyfv375OSkkLHjh2BTwbpzZs3PH36lKdPn+Lt7U358uVp3LgxkyZNon79+lJucUBAAAcOHODGjRvExMQAMG3atO9evECpVLJlyxbu3buHmZkZVatWJTQ0FE9PT168eMGLFy8ICQmRirn/+uuvREVF8fLlS169ekXDhg0ZMmQILVu2zCDZd+vWLenao6OjsbCwID4+nrZt26qV3xNCcOrUKQ4ePChpNWdGSEiImkFWKBT4+vry4sULqT/R0dEYGBhQq1YtevbsSc2aNTl58iSXLl2iUqVKLF68WC3C3NPTU21W+teUJFWt3W/l1q1bODk50b9/f0aOHCk9NBMSErCzs5OkOHOievat3Llzh1evXuXYVR0ZGYmxsTHwKYf+1q1blC1bNlMjqzL2jx8/pnjx4ujp6eWqvOh/AQMDA8zMzFiyZAkrV65kzZo1uZbmhU/fvaFDh5InTx527tyJQqEgJiYmg3du9OjRhIeHY2VlhYmJyXf5vn4LskH+F3Ps2DFev36NnZ1djl2RYWFh7Ny5k8WLF38xMvTp06d4enpmmqakIi4ujuvXr3PhwgViY2Pp1q0bTk5OlC9fXtKdnjp16leNOs+ePUvz5s25dOkST58+xcPDg3z58tGwYUN69uzJ4sWL1QIyYmJiuHz5MtevXycwMJBWrVoxc+ZMgoKCuH37dqZF4r+FlJQUrKys8PDwYODAgZw9e5bnz58TGRlJjRo1qFu3LhMnTiQhIQEbGxvKlCnD3r17qV+/Pj179qRVq1ZZusXCw8N5+fIlixYt4vXr15IYyqpVq5g3bx4jRowAPq0/Ozs78/TpU0xNTb9okN69e4empiYHDhzAy8uL169fo6WlRZ06dahduzZ9+/alWrVqaoIpHh4eUkCRjY2N9J5qEHDgwIEvzkrz5MkjlSL8GlT5zbdv35aC01R8roe9YcOGn+JijI6OZvPmzRgZGeUogyElJYVx48YBn4yxQqHg5s2bmQZHqoLEVIGF79+/Z+HChX/7jO3voF69epQpUwYPDw8sLS1ZuHDhVxll+CTYk5SUxNGjR3F3d5cGuSo0NDSYPn06xsbGHDlyhNTU1AzlRH8mskH+l+Lu7s7Ro0extLTM8ZqsEAJHR0fatWv3xfUZhULBtm3bGDlyZIZzq/RjL1y4gIuLC9WqVWPYsGG0bdtWbYZ09epVihYtmqsoV4VCwYsXLzh69Cienp54enrSoEEDmjRpwsiRIzO4mVNTU3nw4AE3btzg6dOn1KpVi19//ZU2bdpQqFAhKd3qeyb6f/z4kTt37rBt2zZpm5ubGw0aNMDIyIjatWuTkpIiBYx5eXkBMGjQIFq3bp2jz+rWrVs0bNgQNzc3tmzZwu+//06/fv0ICwsjODiYxo0bEx0djampKQqFAltb2wy54R8/fuTly5fSWrUqsrdIkSK0b9+eKVOmULFixSzXMI8fP86RI0cAmDNnjmSMk5KSsLe35/Xr15iamn6xStO3GOSwsDDMzc0BsLe3V3PvXrt2jc2bN383PeycoAqyatiwYY70kVU1oQFMTEyoWrUqM2bMyNRVrVIW8/LyokOHDly4cAFbW9v/TET119C9e3eePHlCSEgIGzduZObMmV/9OY8ePZqjR49ibW1Nu3btMrjBtbW1mTVrlpQL/iPqSecU2SD/C4mMjMTa2popU6bkqDi4ipy6qi9cuIAQQm1WmZiYyM2bN7lw4QJhYWF06dIFW1vbTMX5FQoFx48fx9DQMNsfUWRkJI8fP8bNzQ13d3cKFixIVFQURYsWZfv27RlGq0IIXrx4wY0bN3BxcUFHR4cuXbowderUDA86b29vQkNDv6n4eGxsLM+fP8fDw4Pnz58TGBgovbdkyRIaNWpEwYIFSU5O5sGDB1hYWPD06VNq1KhB1apV8fLyylU1HiEEly9fJj4+Hm9vb1asWCEJojx8+JB69eoRFhbGunXrqF27NrNnz0ZLS4uQkBDJVe7l5cWHDx/Q19enbt269O7dGwcHB/bs2SOVP8yK+Ph4bG1t8ff3x8LCgrVr10qubtU6bsmSJdmwYUO2g4uvdVm7ublha2tLx44dmTBhguT9SU1NZevWrbi6urJ06dIvFmD43ty9exdPT88cu6pVM+MlS5bQsGFDnJ2dKVu2rJq2NnwyxqoBzvDhw3F2dmbt2rW5job/r9GyZUuOHDmCs7MzS5Ys4ciRIwwfPvyrzqWhoUGHDh24ffs2J06ckEpWfk6tWrUoX748QUFBXz0b/x7IBvlfhkKhwMLCgubNm2dIofkSOXVVx8XFceDAAclN9P79e86ePcv169epWLEi/fr1o3379l/Ugr5x4wb58uXj/7F33lFRnd/X/4CKBXsXFWwgKoode8EYNWqMPVGjib23qFEjKtKbiF1j7x0Fu2IBqSLSuxQB6b3DDPP+wTv354SO5pvmXoulzAx35t6Zec5zztln76FDh5a4T2rKILVPi4yMpGvXrvTv358ffviB5s2b8/PPP2NgYCATjBMSErCzs+Pp06fk5uYyYsQI9uzZU8Lr+GM8evSIUaNGVUm3Oj8/Hz8/P4GxHRkZiYqKCj179mTAgAFER0czffp05s+fL4ibvHjxAhcXF1q0aMGoUaNYsWIFLVu2xNLSkrFjx1ZJjMPNzY3Y2Fjatm2Lrq6uzMLs6upKUVERW7ZsYdiwYXTr1o0DBw7g4+NDeno6Xbt2pUePHixbtgx1dXXhfQ4JCaFBgwYVKlVJ7TSVlZWxsrJCTk6OlJQU2rVrx6tXr9i/f79gpfhnlFLFYjGXLl3CxsaG1atXy5QX4+PjBStJKyurSnndfi6kp6dz5MgRVqxYUakKx44dO0hJSRHchqSfkYMHD5bw5d63bx8hISGsXr0afX19VqxYIcMe/69CWVmZunXrkpqayq5du9iyZQsdO3ZES0urWsdTUlKiY8eOXLlyhQEDBpSqe6ClpcWtW7cqrd3+Z+BLQP6H4cyZM+Tm5rJ8+fJK/42UuTl06NAKRwlu3LiBqqoqYrGYnTt34uvry/DhwyvsUUohFou5fv0633//vbBo5+Xl8ebNG1xdXXF3dwegX79+zJgxgz59+sj0/27cuIGamhodOnSgsLAQFxcXHj9+jK+vL3369GHx4sUMGDCgwl1sXl4e9vb2GBkZVXhtwsPDefv2LZ6envj5+dG4cWP69OnD7Nmz6dmzJ40aNcLJyQlLS0uWL19O586dOX78OA4ODtSsWbNU5nZ8fDwODg4cOnSowmsmRWhoKPr6+gDs27dPZiMRFhaGl5eX8PuLFy+IjY2lZ8+ejB07FnV19TJ1niMiIlBRUSlXDerRo0ecOHGC2bNnM2PGDOTk5AgMDKRBgwZcv36dx48fCzrVlUVhYWGluQ1paWmYmZmRmprK3r17Zchj7u7uWFhYlMiY/1c4evQoGhoapW4w/4gDBw7g5eXFjBkzmDBhArm5uRw4cICff/5ZZnMlFovZu3cv4eHhbN++HX19fSZMmMCYMWP+zFP5x0BOTg51dXUCAwOZOnUqq1evZt++fSXaF5VF7dq1UVZWpnfv3pw8eZI9e/aU+D6IxWKguGUk9Zr+X+NLQP4HwdXVlSdPnrBv374qzVk6OzsTFBRUoalCVFQUt27dAoqZyhMmTGDjxo2lyiaWBXt7e4qKiujVqxcPHz7E1dUVLy8vWrVqxaBBg9DR0aFr166lZlhSVx5tbW2OHz/OixcvqF+/PmPHjmXDhg0Vlls/hjRjLc0oPiUlRWBre3p6kp+fT69evdDS0mL58uUoKSnJfFnv3LnDiRMn6NSpE7dv3yYjI4MhQ4awZcsWNDQ0Sj2XmzdvMmTIkEorY7148YK9e/cCxQSqjIwMHB0d8fHxwd3dXWCLDxgwgClTpqCurl7pz0BkZGSZSmj5+fkCs3fnzp0y867e3t5kZmbi4eFRLaGNwsLCSrkfSfW+NTQ00NHRETYiRUVFXLp0iTt37pTImP9XcHJywsvLi8OHD1fYfrl48SKPHz9m0KBBgifyyZMnad26tUypWiwWY2Fhwfv379HT02Pv3r0oKyvL2Gt+AUJAhuK5dx8fH/bu3YuRkVGV+8m1atVCJBIxe/ZslixZgoeHR4kRxeDgYFRVVXF1df0SkL+gfKSkpGBlZcWqVauqJH+Ym5vL8ePHWbhwYZlM1JiYGO7evSvYCm7evJkhQ4ZUuZcSHR0tBJVFixbRtWtXtLS0WLx4cYVqTdnZ2ezfv5+EhASuX7/OyJEj2b59e7WtFp8/f462tjZycnLk5+fj6+srBOGoqCjU1NTo3bs327Zto2vXrqWea2ZmJgsWLBBmcVu3bs3IkSPp379/uYEmJSUFOzs74VqUB7FYzNmzZ7G2thbO08TEhOTkZFRVVWnbtq0QjMeOHVstY4HIyMhSszupd3G9evXYv3+/zIYnICCA8+fPA2Bubl4t7+iCgoJys9mP2doLFy6UGUtLT0/H3NycxMRELCwsynUI+7OQkZHB4cOHWb58eYWb0lu3bnHlyhXatm3L9u3bgeLMXmpJKT0vkUiEubk5MTExGBgYcOHCBTIzM9HR0fnL5Br/rlBRUeHZs2fC74sWLWLVqlU8fvy4yvavcnJyFBUVoaioyLRp07hx44ZMQM7LyyM4OBhdXV12796NSCT6S3rJXwLyPwDSeeP+/fszYsSIKv3txYsXadOmTQltWIlEwtu3b7GxscHb21sgh1XGO/TjYwQFBeHi4oKLiwsxMTEALFu2jGHDhlW4iEkJWo8fP8bR0ZGCggLq1avH6dOnP4lhmpKSgoeHBx07dmT37t34+PjQuHFjga3dq1evMjcnYrGYt2/f8uDBA9zc3IBihvSMGTNKzAqXhVu3btG3b99SCW9SFBQU4OLiIuhVQ/H1kJeXZ+XKlfTo0YOoqCj09fUZPXo0zs7OVeIMfHzM8PBw5s2bJ3O7k5MTVlZWjBs3jvnz5wuLj0Qi4e7du5w9exYofi+rE4yh/JJ1dnY2+/btE/rWH7dDgoKCMDY2pmvXrmzfvv0vG0M5fvw46urqFZIC79y5w+nTp6lZs6YQfDMzM9m/fz9LliwRSqwikQgzMzNiY2MxMDDg+fPnuLq6snfv3mpf438z2rVrR2xsLEVFRcjLy1OnTh1WrFiBubk5gwYNqvR0CRQHXOk1HjduHJcvXyY8PJyOHTsCxVWa5s2b06tXL2rWrElUVJRw3/8SXwLyPwA2NjbExMTw66+/Vunv3r17x4MHDwSCDhQvCvb29lhbW5OamsrEiRNZt24dJ06cEDxny4NEIiEgIIBXr17h5OREfn4+AwcOZP78+dy5cwdNTU0mTZpU7jGysrKE+eX09HS0tbXZs2cPOjo6mJubVysYS0em3N3dBUvC0NBQ+vfvL2To5WUg79+/x87OjufPn5OVlUVhYSENGjTg2LFjVZpxzcjI4OHDhyV611KHKSlZzNvbW7hv9erVdOzYkV9//ZUzZ87QqFEjHBwc2L9/P3PmzEFVVZU3b96U68ZVFhITE8nKyhIWF6n5wuPHj1m3bp3MCM/H0pR6enqflJlKJBJEIlGpATksLAwjIyPatWuHlZWVcH0lEgn37t3jzJkzwqjXX5U1uri48ObNmwoNVaytrTl16hRQzO+Qnu+RI0dQU1MTesIikQhjY2MSExMxMDAgKCiICxcuYGBgUC0Hrv8CpBuZhIQEQQGuf//+dO/enevXr7N48eJKHysnJ0dYVxo0aMCwYcN4/vy58L1wc3OjX79+yMnJoaSkRHx8/JeA/AUlERERwfnz59HT06u0xRv8n23b1KlTadeuHdnZ2Tx8+BAbGxvq1q3Ld999h7a2NgoKCsTExODs7Fxmj7moqAh/f38cHR1xcnKisLCQwYMHs27dOnr27EnNmjV5//49oaGhbNu2rczXExwczIMHD3BwcKBz587MmjVLmF++e/cunTt3rpTXsBSljUxJxSOWLl3K5MmTy/37zMxM7O3tsbOzIzIykkGDBvH9999jbW1N586d2bhxY6V6oB/jzp079OjRA1VVVeLj43n79i1eXl54eXkhFotlerQ//PADP/zwA3Jycly8eJH+/fvTsGFDLl68iI2NDVu2bGHAgAGcOnWKAQMGVIvZHBISgoqKCgoKCjLmC5aWljI94Y+9g62srKhbty4JCQnV1vnOyckBkMluJRIJT58+5fjx48ycOVNGFrU8ner/NTIzMzl06BBLly4tl7dw48YNoZJw8OBBIWNzcHDAy8tLCOaFhYUYGxuTkpKCvr4+SUlJmJqasmbNmnLnuP/rqFGjBg0bNiQtLU1GknXevHls3ryZ7777rtKbmYyMDJlZ/SFDhnDixAl+/vlnioqKcHR0FBKe+vXrk5WV9XlPppL4EpD/xhCJRFhYWPDdd9/RrVu3Kv2tnZ0d6enpjB49mpMnT/Lo0SM6duzIypUrGThwoMyuX9qz/Zi9WFRUhK+vL46Ojjg7OyMWixkyZAgbNmxAQ0OjRH/l9u3bjBw5skSZOjc3l5cvX/LgwQNiY2PR1tYu1W7xyZMnFWbW0hK5m5sb7u7uREZGoq6uTv/+/ZkzZw4dOnTg/fv3vHjxoky2qtTc4enTp7i6utKlSxe+/vprhg8fLlgnjho1qlpynykpKVy7do1OnTqxdOlSQV9bU1OT7777js6dO3P58mVsbW3ZsWOHwFguKirCzs6On376CWNjY8LCwjAzM0NZWRmJRIKjoyNLly6t0muRIiQkBFVVVUH1qH///qxYsUKGEObs7My+ffsYP3488+fPp0aNGgQFBVVqVKosZGdnIycnJ2Ql+fn5HDlyBHd3d3R0dGQ2JtHR0RgaGtK4cWMZneq/Cr///juqqqrlen9fvXqVCxcuALBz506hPZGSksKRI0dYvXo1jRs3prCwECMjI9LS0tDT06OgoIA9e/YwY8aMKref/oto1KiRjJ0nQKdOnejfvz+2trb8/PPPlTpOfHy8zBrap08fkpKSiI2NJSkpCTk5OXr06AH8HwHsr8CXgPw3xo0bNwCqPBAvVVOSiqwPHDgQPT29UkueCQkJglORtKf78uVLnJ2dgeKd5KZNm+jRo0eZQu9paWm8fPkSS0tL4bbw8HAePnzI8+fPUVJSYuLEiYwYMaLUXtn79++Jjo5m2LBhJe4rKCjA09MTFxcX3NzcKCoqon///qWOTEExW3nQoEElyt4JCQk8efKEp0+fUlRUhLa2tiDzCeDh4YGxsTE//PADU6dOreAKF0MikfDhwwfevHnDmzdv8PDwAIrZof369aNXr17C+WZnZ2NoaEh0dDQWFhYylYC3b9+SmJjItWvXaNCgARYWFoJaUFhYGBkZGdUWwQgODiYhIYEXL16wdOlSxo4dK2w0xGIxFy5c4P79+yXK1+/evaNTp07VLhlnZmZSv3595OTkBPJY3bp1sbKykslUpPPNEydOZN68eZ/NL7m6eP36NW5ubmWyqiUSCZcvXxacmxYuXCi4W0kkEvbv30///v0ZMmQIBQUFGBoakpWVhZ6eHjVq1OC3334TNMy/oGI0aNCgREAGmDRpEkZGRsydO7dSVay4uDiZsTMFBQU6d+5McHAwr1+/ZuTIkTJjmn+mW1h5+BKQ/6Z4//694LRUFbafr6+vUDb++uuv+e6778plZd+8eZOWLVvy6NEj7O3tKSwsZNiwYfz666/06NGjUmXShw8foqGhgZKSEvb29ty9e5ewsDBGjBiBgYFBhfPL9vb2DBw4UChvpqen8/r1a1xcXHj79i1NmzZFS0uLrVu30q1btzIXbYlEwqtXr4Tekkgkws3NjUePHuHt7U3fvn1ZsWIF/fr1kznG8+fPOXToEGvWrKlwtCYvL08YRXrz5g0pKSloaGjQvXt3PDw80NPTo3fv3jJ/Ex0djb6+Pq1bt8bS0rJE60G6kenWrRvLli2Teb+dnJwYOHBglUvnUBwUfXx8gOK55o9HwNLT0zE1NSU1NRULC4sSpemwsLBSR8Yqi6ysLOrXr4+joyP79+8vQR6Tulc9ffq0yvPNfxaysrI4ePAgS5YsKbVULZFIuHjxInfu3EFBQYERI0bIjMc8fvyYiIgIDh06REFBAQYGBmRnZ6Orq0vdunUxMDCgfv36rF69+gujupIoK1vV0NCgSZMmODo6CraKZaGgoEDwD/8YXbp04c2bNzg5OcnoBXyxX/wCGUjl9CZPnlwpMQ6JRIKHhwfXrl0TtJNLCwwfIzY2ltu3b3P//n2gOMtds2YNmpqaVdoAiMVirl69SseOHVm0aBG1a9dm4sSJ7Nq1q1I9b4lEgr29PWPHjuXWrVu4uLgQFBREly5d0NLS4scff0RZWblSC1h4eDhpaWm0atVKWOxr167NuHHjWLt2bQm9Z4lEwq1bt7h27Ro7duwo9XpJJBKio6OFLNjX15cWLVrQr18/li1bJrhMXb9+nW7dugkyl1K8fv0ac3NzvvnmG3788ccSG5xr166Rnp7OtGnT+Omnn2TOU1qu/vHHHys89z8iNDSUDRs2AHDhwgUZRmpISAiGhoaoq6vLzP1+jLCwsE+axUxPTyc2NpYDBw6UyL6Tk5MxMTEhNzcXS0vLKo3x/Zk4ceIEHTt2LDGRAMXvxblz53j69CktWrSgUaNGrFq1SkYI5uTJk2zbto2aNWuip6dHfn4+e/bsoV69epw4cYIPHz5gZmaGvLw8iYmJpKSklPhJT08nJyeHnJwcsrOzyc3NRSQSIZFIkEgkQhugXr16NG7cmDZt2ghKcp/LUvTvhLL00OXk5Bg5cmSlAnJ4eDj169cv0W9u1aoVp06dok+fPgKfoqioqIQz2v8SXwLy3xA2NjZkZ2czZ86cch8nkUhwdnbm+vXrJCQk8N1331GrVi1atmxZanBJSUnh1atXvHz5krCwMGHneePGjWqVaEJCQtixYwcikQhFRUXmzJkjMBUrgkQiISQkhHPnzhEbG8u5c+fo378/2trabN26tUoiIFC8C9bX1ycvL48NGzYwaNAgNm3ahKamZpmlR6mTkJGRkYwmuEgkwtfXFzc3N9zc3EhNTaVnz54MHDiQFStWlPiy5ubmYm1tzebNm2VsEa9du8aNGzdYt25diXJ8UVER586d4+bNmygoKJTaC4uKiiIxMbGEgEF5+Fh1q3379tSrV08mGD9+/Jjjx48zd+5cvvvuu1KvjUgkIiIiotoZclJSkjDO9ceAW14v+6+EtCLzR3lLKL6mp0+f5uXLl3Tr1o3IyEi2b98ubFyLioqwtLRk9OjRdO/eHT09PXJycli8eDGenp6cOHGCxMRE2rRpw8aNG0lMTEQsFtOkSROaNGlC06ZNadq0Kc2bN6dLly7Uq1cPRUVFIfBKmdvS4CQN1qmpqXz48AFPT08uXLhAq1at+Pnnn6v0efm7ozyDksGDB3P16lWZkabSIOVR/PF9lbaFPuauxMbGAlRLDexz4EtA/pshKSmJixcvsmvXrjLLlGKxGAcHB65du0Z2djbTpk1j3LhxvHv3juvXr/PLL78Ij83Ly8PZ2Zlnz57h4+NDjx49GDduHAMGDGDNmjVs2LChSouiSCTC0dERW1tbIiMjycvLY9SoUTLPWRYkEgmBgYECWzs7O5ucnBxq167NhQsXqjWLGRUVxYMHD3j27BnZ2dl069aN3377rdwZxcLCQvbu3SuQp1q3bk1GRgbu7u64ubnh4eFB3bp1GThwIMuWLUNTU7PckvG9e/do27atsAnKy8vD0tKS0NBQTE1NS4xP5OTkYG5uLhhVlGX24ejoSL9+/Sp9XfLz8zl06BAeHh7s3LkTe3t7oZdeWFjIsWPHcHFxKaHI9UdER0dTo0aNamUJnp6eQjAeNmyYEIwlEgk3b97kypUrJXrZfzUyMzM5cOAAS5YsKZFFSTduTk5OjBkzhgcPHmBubi6UNKWCNn5+frRs2VJweALQ1dUV2OYaGhqMHDmS1q1b07p1a5o3b/5ZhScKCgp4+vQpxsbGbN68mYEDB362Y/+VKE+go3379jRp0oSAgIByORbBwcF06dKlxO0ODg4AAgcAilt+6urqf5nBxJeA/DfDyZMnGTx4MBoaGiXuE4lEPH/+nGvXrgn2bmPGjKFWrVpIJBLOnj3L1KlTady4Mb6+vtjZ2fHq1StatWrFmDFjWL9+vVC2tbOzo379+hVqW0uRlpbGw4cPuX//PnXq1GHy5Mn06NGDX375pVymo1gsxs/PDycnJ5ydnSksLERLS4uVK1fSq1cvli1bxqpVq6oUjEUiES4uLty/f5/AwECGDRvG/PnzOXXqFHp6euVuMLKzszEwMCAvL481a9bw6tUr3NzcCAoKolOnTgwcOJCZM2dWmtCUl5fHrVu32LRpE3JycsTHx6Ovr0/Dhg2xtLQsYeUWFxeHnp4eTZs25fvvv+fixYtlZjROTk5Mnz69UtckJiYGIyMj6tevL6huHTlyhJ9++omkpCQMDQ2Rk5Nj3759FY6KhIWFVbn8KZFIuHr1Kjdv3mTp0qUEBwcLQirZ2dlYWloSHh6OsbFxqYvjX4ljx46hqqqKtrY22dnZJCQkkJaWRmpqqtDfV1RU5Pr16wBl6sg/f/4cAB0dHbp06UJaWhpbt25l7dq1pRIWPycUFBT45ptvKCwsxNbW9l8TkLOzs8vVJejevTv+/v5lBmSJRIKXl1eJhKGwsJA3b94AyHzOvb29S117/1f4EpD/RvD09MTDw6PEPLBYLObly5dcuXIFOTk55syZw4gRI2SISe7u7gQEBKCurs7SpUvJzs5m1KhRGBsblwguEokEGxubSgkvREVFYW1tzcuXL9HQ0GDdunX07dsXOTk5zp49y8CBA0uUl0UiEd7e3kIQlpOTY/DgwSVGpkJDQ8nOzi631/0xkpKSePToEY8ePRIWoK1bt9KwYUMuXLjAgAEDyg3GCQkJLFq0CIAmTZqwa9cuNDU10dbW5tdffy3RY64M7t27h5KSEn369MHHxwcjIyNGjRrFwoULS+yyfX19MTQ0FMaq9PT0GD9+fKnEuQ8fPhAdHS2zey8LpalupaenExMTQ2FhodDDXbp0aaWMGcLCwqpk65mRkYGFhQWxsbFCRcDFxQUVFRVBBKR9+/bs27fvLyPLfAyxWMyHDx+IjIzk0qVLREVF0aJFC+bOnUtmZiY1atQQjAakyM7OLvN4ioqKKCkp0ahRI7Zt24aCggLJycno6uoyc+bMPz0Yfwx5efm/TeXhcyA7O7tcLoq6ujouLi5l3h8ZGSlUzj7Go0ePAGSmHQoKCnBzcxN8uP8KfAnIfxOIRCKOHj3K3LlzhdnPoqIi7O3tuXz5MkVFRXz//feMGjVKJhDn5eXx6tUrrKysgOJM6eeff2bAgAFlLr4BAQHEx8eXSl6B4oDt4+ODtbU13t7ejBw5EktLSxnVJpFIxJMnT9i0aZPwu7e3N/b29ri6ugr2i9u2baN79+6lBh2pOk555SHpDlcqZdmnTx+ZTYEUTk5Opfbc8/Ly8PDw4Pr164SGhgLw1VdfMXjwYDQ1NT+phynNjjdu3MjDhw85efIkS5YsKVVn9+nTpxw9epTFixczfvx44uLi8PLyKlOb2snJiT59+pS7GH3MVF6/fj2DBw8W7vP39xckV5cuXcrXX39d6fMKDg6utFawVOZSTU1NhkEulS89e/ZsCRGQ/yVyc3MJDQ0lNDSU8PBwIiMjiYqKQk5OjkaNGpGYmAgU65RnZmZSu3ZtkpKShL/v27cvHh4eDBw4kO3bt8t89y5cuMDVq1fJzs5GLBazfft2atWqRV5eHnv27BEczf5XKCgowNbW9l81UiUdnysL7du35+bNm2Xe//btW3r16iWzFmZlZXHp0iWGDh0qM1Ll7u5O06ZNq7QZ/dz4EpD/JrCxsaFWrVpMnDhRGN+5dOkSBQUFfP/994wePVpGbzg0NJSHDx9ib29PXl4eAKdOnaqUT+yjR4/Q1tYuUSYWiUS8evUKa2trEhMT+eabb1i7dm2p4hBv376lZs2a1KhRgyNHjvDq1Stq1qzJ8OHD2bVrF127dq1wAS7PVSUrKws7OzsePHhAVlYWX3/9NceOHSuVbBEbG0tsbKxQ+s3MzMTNzQ1nZ2fevn1LQUEBAL179y7Vdq26uH//Pi1atMDNzQ1HR0d0dXUFcQEpioqKBKnKj3u3jx49KrW6IIWTkxPffPNNmc/9serWH52YcnNzMTQ0BCihE10RRCIRoaGhrFu3rtzHfax5PW/ePKZMmSJc14KCAmHzUxHb/4/Iz88nKyuLnJwc8vLyqFWrFnXq1KlUz7WwsJCIiAhCQkIIDg4mODiY6OhomjVrhqqqKioqKrRt25aCggIyMzN58OABUJzh1qhRg4EDB9K5c2cePnxIfHw8e/bsYd++fQwePJht27bJfG6CgoK4evWq8PuKFSuoVasWRUVFmJqa0qBBA1auXPk/24RIJBIOHDhA48aN/zUWjgUFBaSlpZW7prVp04bExMQyddMdHR356quvZG67evUqnTp1Qk1NjZCQEOH2R48eMXr06L+0wvAlIP8NkJmZybVr19i6dSuurq5cunSJ7OxsZs+ezVdffSUsRNnZ2bx8+ZKHDx8SFxfHyJEj0dfXx9zcnNmzZ1cqGOfk5PDq1SvMzc2F27Kzs3n06BG2trbUqlVLkNUsra8r3Qzs2bMHKF7whw0bxrZt26rkzJSUlERERIQgdSlFeHg4tra2vHz5ks6dO/PDDz8wZMiQckutr1+/RklJiefPn+Pk5ISvry8dO3Zk8ODBdO/encuXL/PTTz8xceLESr22yiAvL48zZ84gkUgEb9s/bhby8vIE8pa5ubkgQlJYWChTXfgj4uPjCQ8PL3M219fXFxMTE/r27cvKlStlsnypixDA4sWLqxSMobhcXbt27XIJXVKPXz8/vxIyl3FxccLzm5qalqowV1BQQHR0NBEREURGRhIXF0d8fDwJCQlkZmYCUKdOHWrXro1IJCIvLw+JRIK6ujozZswQyvjZ2dn4+/vj7++Pn58fISEh1KlTB1VVVdTU1OjVqxdFRUXEx8cTEBDA7du3KSoqokuXLoIRirm5OWpqaoIb0L59+0hISMDIyIjz58+Tm5vLrl27ZD7XeXl5gqMTFAcFqQTmiRMniIuLw8zM7H9GDCoqKuLQoUP4+/tjbm5eLYnVvyMSExNRUFAoVy1O2mZKTU0t8f2Lj4/n3bt37Ny5U7gtNjaW+/fvY2Fhga2trUA6jIqKwtfXl40bN/4JZ1J5fAnIfwNcvXqV/Px8zp07R3JyMrNmzeLrr78WyFqBgYE8fPiQV69eoaKiwuTJkxk+fDh16tTh6dOn1KhRo8JZPCns7e1RVlamY8eOJCcnc+fOHR4+fEiHDh1YtmwZAwcOLPULHRkZib29PQ4ODsJowJIlS/jmm2+qtfC4ubnRvXt3GjRoQFFREW5ubtjY2BAUFMTo0aMxNzevUNz9w4cPODs7c+bMGaCYNTl48GDWrl1Ly5YthRGfDRs2VMpcvio4evQoEolEkBP94+YlKSmJPXv20KBBAxlWLhSrU9WvX7/EzLIU9vb29O7du0S/Vdr7P3/+PIsWLWL8+PEygcLFxUUYv4mKipIpYVcWQUFB5VY33r9/j6GhIc2bN2f//v0ybPbXr19jYWGBhoYGERERqKqqCiNUQUFBBAUFERISwocPH6hTpw4qKip06NCBbt26CQzk5s2bCxmrFEVFRSQkJPDgwQP27NmDiooKcnJyREZG0qZNG3r06MHYsWOZOXMm6enpBAYG4uzsTFRUFK1bt6Zbt24MGzaMRYsWoaysTFpaGqtWrWLHjh2Cep10UxUeHo6RkRF2dna8ffu2VCcmIyMjCgoKBOb9li1bkJeXx9bWFnt7eywsLKqkO/8pkDL6379/j4mJSbWlTv+OiI+Pp0WLFuVu8qVz2VI2+8dwcHBAU1NTIFZKJBIOHz7MV199RYcOHYiMjBRGnqytrRk+fHiVHKT+DHwJyH8xnJ2duXPnDlAsUzl58mRq165NVlYWDx8+5NGjRyQmJjJ69GjMzMxkglRRURHXrl1j9uzZlZYcfPr0KRoaGhw8eJBnz57Rv3//MmU1k5KSePHiBS9evCA2NpaBAwfy888/k5iYyMuXL/n222+rfd7u7u50796dO3fuYGtri1gsZuLEiWzbtq1c4k90dDSvXr3i1atXxMTECK/b3Nxc+L9EIuHKlSvcvn2b3bt3f3bWpNSQQlVVla1bt5ZYMIKDg9HX12fgwIEsX768xIbF1taWSZMmlbnQ2NvbM23aNJnbcnNz2b9/P4GBgRgYGMi8X0VFRVy8eBFbW1vWrVuHoqIirq6ulaqY/BGBgYGoq6uXet/z5885fPgwU6ZMYc6cOcLGTfr8NjY2LFmyhOjoaAB+++03QkNDqVWrFmpqanTt2pXhw4fToUMHmjdvXmE1JTMzE29vb8GcQ7oRjIyM5JdffqFmzZrExcUREBDAmTNnyM3NpUuXLnTr1o0ff/wRdXX1ErrY0tKulpaWUIGQasZHRUVhZGSEn58fV69excTEpERL4c6dO4JEqpycHNu3b6dLly64ublx7tw59PX1ZSQa/0xIX2+TJk0wNjb+y4PJ58b79+8rZW5St27dEqQ7iUTCs2fPZPrpz5494/3792zdulXYKHbs2JGYmBhevnzJgQMHPvs5VBVfAvJfhLi4OM6fP4+9vT0Aly5dokGDBkRERHDv3j2eP39Ohw4dmDp1KkOHDi21fPzq1SvEYnGFco9S2NvbC5mKtrY2VlZWJdyVcnNzcXJy4tmzZ/j5+dG7d29mzJiBlpaWIG25efPmT+pTRUVF8fr1a16/fk23bt346aefGDRoUJmZdkxMjEwQ7t+/P7NmzaJ///54enqSnp4uBKiioiKOHj0qsCX/aGLxKZBIJFy/fp3z588DYGFhUSKoSAl28+bNK5XFHhQURHR0dJnX7/3793z48IFBgwYJt0nNF5o0acK+fftkFt7MzEzMzMxISEgQNLLPnj1L7969q9ULCwwMLOG7XFBQwO+//46joyNbt26VGdNKTExk0aJFSCQSFBUVOXz4sMBQHjt2LKtXr6Zdu3aVei35+fn4+fkJATgsLAxlZWU0NTWZN28eycnJnDx5knr16rF//34UFRXp3r07PXv2ZNasWXTq1KlCFvmTJ08EeUuQ9Sg2NDQkPj4eS0tLNm3aVILc4+fnx4kTJ4Bilv727dtRV1cX5tnXr19fLYvMqkIq/nLq1CkmT57M3Llz/zVl6o9RWflWOTm5Ep8vX19f0tLShMpYWloaJ0+eFDasAQEB1KlTB2VlZUxNTdHW1v7L1Lk+xpeA/D9Geno6V69e5dGjR4JDzO+//463tzd3794lODiYkSNHYmpqWi7bTzr3OXPmzApLxgEBAVy/fp3Xr18DxbPOf3R28vLy4tmzZzg7O6OkpIS2tja//PJLiQwhNjaW0NBQmb5MZSBlS9vY2Aiv4+Os9o/48OGDEISjo6Pp27cvM2bMkNG8huIyqbSnWFhYiIWFBZGRkZiZmVUrQywL+fn57N+/H09PT6DY4eePo2RXr17l1q1bgm1iabC1teWrr76SOYePYW9vz4ABA4T7nZyc2LdvX6nmC+/evcPQ0JDOnTuzd+9eYV7T09OzWrKXqampJCYmyvSd4+PjMTY2FmaYW7ZsSVxcHO7u7ly4cEHITLS0tBg0aBC9evXi/v375ObmliDT/BESiYTw8HDBmCMwMJCmTZuiqanJ+PHjqVWrFtHR0fj4+GBjYyP83aJFi+jRowdKSkpV2nQkJCRw4sQJtm7diqKiYgmP4vz8fPT19ZkzZ06J/r00swLQ1NRk06ZNNG7cmISEBHbv3s3333//2dsiZZ3DgQMHiI6OZtu2bdU2HfknICwsrFLXVCwWl6gQ3r9/n7Fjx6KgoIBEIuHYsWP06tVLeF+9vLzo2bOn4KFelvXs/xpfAvL/CAUFBVhbW3Pjxg00NTWxtLQUPgRbt26lRo0aTJw4ke3bt1dqVtPFxYWsrKwyMy2JRMLbt2+5fv06YWFhfPPNN/j5+bFu3TohGEdERPDs2TNevnyJRCJh1KhRmJubl5tVOjo6ltrfLO+8X7x4wZ07d0hPT2fChAm0aNFCJquVIjY2FkdHRxwcHHj//j19+/Zl6tSpDBw4sNSenEQi4c2bN2zatInc3FxBOtPExKSEIMenICkpCQMDAxQUFPj666/x9PSUIaMVFBRgZWVFYGAgpqamZV6/1NRUnJycOHjwYKn3S3W9f/rpJ8RiMWfPnuXRo0ds3LhRJmOGYmGXo0ePMnv2bKZPny4EpszMTN69e1euEldZCA4Opn379sK1dnNzY+/evQwfPpxBgwZha2uLu7s7sbGxQhY8fvz4Emzi2NjYMsve2dnZeHl5CeYcOTk59O7dm759+6KlpUVSUhJ+fn48ffqU1q1bo6GhwbBhw/jw4QPq6ups27atUrPUf4R0BGzkyJH07dtXxhbRwMCAmjVrsmPHDgYMGFBiMxMQEMCWLVsAmDlzJvPmzUNeXp6srCx2797N4MGDS7QYPjfEYjH37t3jwoULjBw5km3btpUrmPFPR15eHlFRUZXKkPPz82WU9FJSUnBxceHw4cNAcavFx8dHpiTt7OzMpEmTOHz4MHPmzKmWBsGfgS8B+U+GRCLBwcGB06dP06RJE3R1dalVq5Ygrdi+fXt++ukn+vfvX+myk7R0Om3atBKLk0Qiwd3dncuXL5OQkMC3337Ljh07iI+P5+7du6ipqWFjY4OdnR3R0dEMGTKEdevWoampWak+dEXjOFJIx0psbW1p1KgRU6dOZcSIESgoKPDbb78JYglJSUk4ODhgb29PREQEffr0YcqUKWhpaVVIjHn//j05OTkoKSmxfft26tevj4GBQbUkOMuCtGc7YMAAFi1axPLly1mzZo0QgFJTUzEwMEBOTo69e/eW28d7+PAhvXr1KrM0FhoaSlpaGl26dEFHR4f09HT27t0rsLOhuMT6+++/4+DgwG+//VZipMjb2xtlZeVqkXsCAgLo2rUrYrGY06dPc+fOHWrWrImDg4MwMz5z5kwcHBwICwsT3Lf+iNjYWIFkKJFIiIyMFAJwQEAASkpKaGhoMGrUKAoLC/H398fV1ZV27dqhoaHB1KlT6dGjB82aNROqAJqamkLfuDq4e/cuCQkJ6OjoCLaImZmZ6OnpCU5MDRo0YPny5TJ65BcvXhTGm1avXi3MZxcWFmJoaEibNm1YunTpnzoq4+3tzbFjxxCLxYJ9478dfn5+tGjRokJVucLCQrKzs2W4Ardv36Zv3760adOG2NhYjh49yubNm4XvRExMDO/fvycmJoYaNWowefLkP/NUqoQvAflPRHBwML///jsJCQnMnz+f+vXrc/78eUJDQ8nLy0NDQwMjI6MqH9ff358PHz7IiDf8MRDPmDGDCRMmULt2bYHIkpeXx9KlS1FVVWXy5MkMHTq0zNJpaUhISCh3HEf6mNu3b/PkyRPU1NRYv369jIhHQUEB3t7edOnShe3bt+Pv70/Pnj2ZOHEigwYNKlcE4I/w8vKiRYsW7Nixg06dOrFhw4ZqZU9lwc7OjiNHjrBgwQImTZqEjY0NzZo1E8rRERER7Nmzhx49erBmzZpy9a5FIhEPHjwod77X3t6exo0bs3nzZjQ0NNi5c6fM5iI5ORljY2MKCwuF8vEf4enpWaW534/x5s0bYexNCunnRE1NjejoaIFE9EeGtRQSiYSYmBji4+MF7ezMzEw0NDRo3rw5o0ePJjY2lidPngjl6WnTptGrVy+ZRfVjk4w/VgGqipiYGM6dO8euXbuoUaMGenp6gniHoqIiJ0+eJCYmBnNzcyHgR0REsHnzZmHGf+rUqcL3TSKRYGVlRV5eHjt37vzTPJwTExM5deoUb9684YcffmDy5Ml/mcby/xo+Pj707NmzwselpqYiLy8vfBaliYC+vr5A1hszZoxMC8ne3p4mTZpw9+5doTryd8Hf55X8i5CcnMzZs2dxcnJi4sSJDBs2jOvXr5Obm8vkyZP5+eef2bp1q2CPV1XY2Ngwbtw46tSpU24gTkpKwtramidPnpCQkEDbtm3ZsWNHpZiLpcHR0ZFevXqVWq5+9+4dt27dwsnJicGDB2NoaCjTiywoKOD169ccOXIEKP7CjRw5kk2bNlXZ2UkKW1tb4uLi+Oabb1i2bNlnI7YUFRVx+vRpnj59KtgyFhQUcPPmTcFyz83NDXNzc6ZPn86sWbMqDBaOjo7UrVu3TO1wiUTC7du3AVi6dGkJFrZ09rhfv36sXLmyzODv5eXFkiVLKn2uYrEYT09PHjx4QEREhHC7sbEx3bt3F16Dg4MDBw4cYNKkScydO7dEEJIqotna2lJQUMDly5dp164d7dq1o6ioCD8/P2rXrk2vXr0YPXo069evp3Xr1qW+ppSUFA4cOEBYWBg7duz4pIxQOls8btw4VFVV0dXVRSQSsWfPHurWrcvDhw+xs7PDwsKC+vXrk5GRwcWLFwVbUoAOHTrIWGCeO3eOwMBAzM3NP2s1RorMzEyuX7/OvXv3GDp0KEePHq32d+SfCm9v70plrnFxcTRv3lz47tvY2NC1a1e6du3KuXPnyMvLk9HaF4lE2NjYkJWVxZw5c/4nJLyq4EtA/owoKCjg1q1b3Lx5E3V1dUaMGIGdnR1NmjRh1qxZjBgxgpo1a3L48GGGDx9eLYuv+Ph43NzcOHbsGO7u7ly6dEkmENeoUQNXV1eePHmCl5cXffr0Yfz48Vy8eJH9+/dXy+heCkdHRxkJRqkP861btwgKCuLrr7/m6NGjwthHUVER3t7evHz5EicnJxo1akR+fj7t27dn79691X4dUFzSiouLQ0tLS6bM+KnIzs4WWMt79+4VhAMePnxIkyZNGDhwILdv3+bixYul2iqWhfJGnfLy8lixYgVQPOP68ZiWRCLB1taWc+fOlTp7/DESEhJISEiocMxLIpEQFhbG8+fPefnyJfLy8qSkpADFilMTJkwQnkMkEnH69Gns7Oz45ZdfZKoj6enpgiKap6cnNWrUEDJKeXl5IiMj6dmzJ5qamixZskSYHy7vdb148YJjx44xcOBADh06VKWKSWmwtrYmMzOTmTNnoquri0QiQVdXlzp16gjWiLq6ujRq1IhLly4J4iEA2traODo6smnTJqHy8uDBAx49eoSZmVmJkarqQCKRkJ+fj1gsJjc3l/v373P//n26du2KqalptS0w/8nIyMioNA8iMjJSIMdmZ2dja2vL9u3bcXV15e7du1hYWMiseVLuTdeuXZk1a9afdg7VxZeA/JkgDZL5+fkoKSnh7+9Pjx49SnjyZmZm8uzZM0xNTav1PLa2ttSsWRNjY2MSEhKYPn06EyZMIDU1lYsXL2JnZ0e9evUYO3Ysa9asoVmzZlhbW9OnT59PCsbJyckCu1osFmNvb8+tW7dITU1l0qRJbN26Vcicw8LCePbsGQ4ODojFYkaMGIGenh6qqqoYGxtXWT3qj3jz5g27d+8GimddP1cwjomJQU9PDyUlJczMzIQedn5+PtevX2fZsmUcPHgQd3f3EhWA8hASEkJkZGSpBLwPHz5gaGhIUlJSCZevvLw8Dh48iI+PT4nZ49Lg6emJmppamW0I6WdPOts+ZMgQli9fjp2dHSkpKbRv316GH5CUlISJiQkFBQWCr3F6ejrOzs44ODjg7e0tPFZeXl7GkEFHRwdVVdVKlwPfv3/PkSNH+PDhAxs2bCi3LVJZREZGcvnyZXbs2IGRkRE1atQQ2gBRUVEYGxuzePFigoODMTAwQFlZmcmTJ2NjY8OyZcuwtrZm/vz5woL/+vVrTp06ha6urkxfvzSIxWJSUlJITEyU+UlLSyMjI4P09HQyMjLIzMws1e+3Xbt2/8lgDMWSup07d64U0So8PFx4f65fv06XLl1o1qwZGzduZP369TJjnRKJBBMTE6B4dPPPajV8Cr4E5E9EQkICx48fx9XVFYCaNWuiqanJhg0bSmXbPnr0CFVV1WoJmL9580YQERk+fDjjxo3Dx8cHQ0NDfHx8GDRoEL/++is9e/aUCVLu7u4MGTKkeif40TE6deqEk5OTIOY+ffp0tLW1UVBQID09nTt37mBnZ8eHDx9KJYtJVcc+hUTx4sULDh48SIcOHao89lIePDw8MDU1ZcKECfz4448y5e979+5Rp04d7t27R05ODhYWFhWSTT7GnTt3+Oqrr0qwYl1dXbG0tGTMmDEkJSXJCK1I52Lr16+PlZVVpbKx169fl5AilV7zBw8e4OjoiKqqKjNnzmTw4MGCZaOysjLt27dn6tSpwt95eXlhZmbGwIEDmTt3Lh4eHhw+fFgY+5KiefPm9O3bl379+qGpqcnvv/9OixYtSiV7lYacnBwuX77M/fv3mThxIjo6Op+FPSwSiYRre+nSJWrXrs2OHTuoXbs2GRkZ7Ny5E3l5eS5fvkyTJk3YtGkTIpEIU1NT1q5di4eHB0pKSsJnNSQkBFNTU9atW0f37t2RSCSkpKQIOuofPnyQCbzJyclIJBKaNWtGixYtBIJSt27daNSoEQ0bNqRu3bq4urpy//59FBUVWbBgARoaGpiYmODi4lKl1sO/CS4uLpVWmQsJCWH27NkkJiZia2uLrq4uBgYGTJgwocSad+PGDQC2bdv2PxNvqSq+BORqorCwEGtra0EkAoqFEGbMmFEmi1YkEnHv3j2WLl1apecKDw/n/PnzwvzusWPHcHBwYNWqVUDx6MmGDRtKZdbm5OTg5+dXpqtQZZCfny+M6uTl5TF37lyGDx8ujB09ffoUd3d31NXV+fbbb8skiyUnJ5OamlptP1xp6fa3337j1q1bn4VtKpWjvHDhAqtWrWLUqFEy9+fm5nL69GmguJe4a9euKvUNk5KScHR0FEYwoLiUf+HCBe7evcu6detQUFDAyclJMKaQSlB+9dVX/PTTT5XKMgsLC/H09BQcrwoKCnj27Bn37t0jMTERbW1twbFLIpHw+PFjfv/9d2bPns3kyZP54Ycf6Nmzp4z4iYaGBtHR0fz0008yz9W3b1/h54+iH+/fvy+xKSgNRUVFPHv2jPPnz9O2bdsSbmKfiuvXrwsymlIRDwUFBbKyspg7dy4ALVu2ZPLkyYwcORJ/f38sLS3ZuHEjRUVFuLq6cuDAARITE3n79i0HDx5ETk5OsEGNjY2lsLCQFi1a0KZNG9q0aYOKigr9+/cXAnDTpk1Lfe/y8/N59OgRN2/epGHDhsLG9cGDB2zYsIG2bduip6f32a7FPwl5eXm8ffu2XI91KTIyMoS2yOnTpxk0aBB3796ladOmMj1/KG6vnDt3DkVFxU9OTv5MfAnI1YCnpyc6OjrC7xMnTmTatGkV9oTd3NyQl5evdDkuNjaWixcv4uzszIQJE4TbV61aRc+ePVm+fDn9+/cvt/Ti5eVFmzZtqrUjzMnJ4d69e0JG/MMPP/DDDz8QERHB6dOnefHiBbVr10ZbW5uFCxcK/dayEBoairKycpWJMNLxk/v376Ovr4+qqiqGhoaCt3F1IbW8dHNzQ19fv9SSsL6+PgAzZsxg/vz5Vc7IbW1tGTBggHBt0tPTMTc3JykpSVDWMjExEcaELl++zK1bt1izZg0jRoyo9PP4+fmhqKhI8+bNuXbtGjY2NjRu3JgpU6YwYsQIwYAiPz+fw4cP8+bNG8F9ytvbm8aNG1OvXj2mTZuGSCQCiolkAAoKCkyYMIG+ffuioaFRZutDOuIkLSGW9Rh3d3fOnj1LXl4eixcvZtiwYZ91bOjdu3dcunQJOTk5VFRUWLBgAS9fvuTw4cPCuUFxdevkyZOcPHkSKN5o2Nvb4+joCBRrtX/8+AkTJqCkpMTXX38tfKeqwurPy8vjwYMH3Lx5k2bNmrFs2TIaNGjAkydPsLS0RE1NjQ0bNpSwFv0vwdnZmTZt2lSKeOrr60v79u1JSEjAwcGBQYMGERYWhrm5ucyamJ+fz7x58wCEzfXfFV8CchWQnp7Otm3biIqKAmDKlClMmzat0gzIx48fM27cuArZwCkpKVy9epWnT58KogNXrlwBirPhqVOnVlrmzdfXt8oiEZmZmdjY2GBra4uysjJff/019+7dQ1FRkfXr1xMTE8PQoUPZsmVLifJ4eZBqx1YFRUVFHDlyBHd3d0xMTGjfvj1hYWHIycl9UkaVmZmJkZER2dnZ7N27t9QS9M2bN/H29mb06NEsWLCgys+Rm5vLo0eP2LVrF1A8BmdkZETXrl3Zvn27oMHr6uqKoaEhenp6REdHY2ZmVmXJz2fPnpGcnMzChQvLXNilJWpFRUX2798vfG7v3LlDUlKSkDlCcfY4Y8YMIeOrDOLi4igqKipzYxYcHMzp06eJjIzk+++/Z8KECZ9tTE0ikZCamkpISIiwiZJWcN68eVOpY8jJyQnBePfu3TRv3pwDBw7QpEkTtm3bVm0Wf1paGvfu3ePevXu0adOG6dOnk5OTw9mzZ8nMzGT06NFYWFh8VpnXfyqePn1aocKbFG/evEFTU5PDhw/ToEED3r59i5mZmYwokFgsFtzHli1bVqUxz78CXwJyJSCRSLhw4QLXrl0DYMSIESxdurRKYu5JSUl4eXmxevXqMh+Tk5PDjRs3sLGxoVOnTvTv3x8PDw+aNWtGzZo1GTZsmFCmriz8/PwqrSKUnp7OzZs3efDgAerq6vz2229IJBJ+++03oFgUpDrzy1JIHYAqi4+lME1NTYXAEBgYSNeuXau9QEZHR7Nnzx46duxYYtYXijcBJ0+exMbGBnl5+WqPpz1+/Jh27dqhrq7OgwcPOHnyZAnv4FevXgGwd+9e2rVrh6WlZZWcgnJzc7lz5w7Pnz8HKJNs9urVK/bv3y/0yBMTE/nll18IDg6Wedy2bdvo27dvtcZ53r17R4cOHUqUaaOiojh58iRv3ryhZcuWTJs2DS0trWoH45ycHCIjI4mMjBQsHCMiIsjKyqrW8aTMdmtra2JiYrCysqJu3boC8XLTpk3V+qxFR0dz+/Ztnj9/TvPmzenYsSMZGRmcP3+eAQMG8OOPP37Sdfi3ISEhAX9//zJtST+GWCzG2dmZ3r17Exoairy8PAYGBjJkO6lk5tu3b2nVqlWlBI3+anwJyBXA29tbCEiNGjXCysqqWjJrz549Q1NTs9RMTCwW8+TJEy5cuEB+fj7NmzcnJCSEPn36sHXrVtTU1Jg/f75gFVZZZGdnExYWJvQmy0JGRgbW1tbcvXuXnj17smXLFqKiojh06BAZGRkA/Pjjj588JhAREVHCuKAslCeF6e/vX2nS0B/x9u1bTExMBG3oP2b3OTk5mJmZERoaChQv1tUpH4rFYmxsbJgzZw5WVlYCM/yPI0nS3ry2tjazZ8+u9HNJJBIcHR05duwYEokEKO6b/jGQfjy2NH36dCIiImTIW1KsWrWK8ePHV/k8P0ZISAhdunQhISGB4OBgnj9/jpubm8xjEhISOHv2LHXr1q3Qn1okEhETEyME3IiICPz9/Us4+5SHBg0aCB7LAHPmzGH48OE4ODhga2vLnj176NKlC6GhoVy8eBEDAwPq1avHqVOnePfuHWZmZjJ+0xVBIpHg5+fHrVu3BM5HjRo1BB0A6Wbk3yx7WV3Y2dnRp0+fSqnM+fr6kpmZiYODAwDr168vMS54/vx5Hjx4AMDGjRv/EQYcXwJyGUhJSZEpU1pZWVWLGQ3FH46nT5+WWvZ88+YNJ06cECzrateuTe/evZk8ebKw27Ozs6Nly5aCCXplERgYSOvWrcvcQGRmZnL79m1sbGzo3r07s2bNIiwsDENDQ7p3786cOXPo3r07CxculOlhVwf5+fl8+PChUmW59PR0du/eXaYUZkBAQLXcpu7evcuZM2dYtWpVqf7RCQkJ7Nmzh2bNmjF48GDi4uLo3r17lZ8HinthCQkJWFtbU69ePaysrGRaGyKRSFBp27BhA9ra2pU+dmZmJlZWVgQEBLB06VLS09N5/fp1iev0sRMTwIULF4Di0uySJUt4+vQpYWFh1KpVq9rBOD09neDgYEJCQrh16xZQPLP9Mdq3b09mZia5ubkMGTKEiRMnyvTrJRIJSUlJQrYbFBSEi4tLuc/brVs3lJSUaNu2La1bt8bJyUmoNgDUr1+f3NxcateuTWZmJlOnTmXhwoVIJBLOnDnD8+fPMTIyQkVFhby8PMzMzJg1axZdu3bl7t272NnZYWZmVukqmEgkwtHREXNzc5nbhw4dipaWFv3796+0/vt/ESKRiEePHgnz+BXhxYsXwv/nzp1b4vt85coVHj9+TNOmTdHS0qr29/h/jS8B+Q/Iz8/n6NGjPH36FCjuO1Q1M/0jQkNDSU9PZ+DAgcJtERERHDt2TCDONGnShO+++46vv/66hBjCy5cv0dbWrnKm5u/vX+oHMTs7m9u3b3Pnzh3atGmDpqYmkZGRhIaG8tVXX3Hw4EFhM+Do6IiKisonLyYxMTHUq1evwn57UlISO3bsoGPHjmzcuLFEOU8621kVhR2p/rOjoyP6+vqlGh8EBgair6/PiBEjmDFjBsuWLRN6T1XFx/OOvXr1YuHChTJl3NTUVExMTPDz80NZWblKwTgmJobdu3ejoqLCkSNHaNiwITo6OgKzWSwW4+fnx+HDh4mJiZH52/nz5zNhwgT8/PywtLREW1sbdXV1IWBXhNzcXEJDQwkJCRGCsDTzK405X7duXQoLC2nVqhUzZsxgyJAhiMViIiIiuHr1Ki4uLkIlojQoKioKTG5p8FVSUhJK+rm5udy4caPETP/w4cPR0tJCTU0NXV1dmWD8sTWnlIdx/PhxmjZtyowZM3B1deXs2bPCPHpFkHoSS3klACNHjmTUqFH06tXrk2b//0twcnKiVq1aZbqkfYzs7GxhfR45ciSzZ8+Wuf/GjRvcvXuXESNG4OrqWinG9t8FXwLy/4d0DMPKygooHnExMzP7LNJ4jo6OQq8oLS2N33//XfBBbtq0KT/99BPDhw8vdUQiLS0Nb29v1qxZU+XnfffuncwISk5ODjY2Nty+fRuxWEyjRo2Iioqifv36LFiwoNR+VmU1ZStCXFwcbdq0KXdTERMTg46ODv369WPFihWllpjevXtH27ZtK13yy8rKwtjYWDBqKI0Jb29vz4EDB/jpp5+YOHEiJ06coGfPnlWuSEDx50hqTVlaGTgwMBAjIyN69uxJ06ZNhTGlyiAzM5OdO3cydOhQfv75Z+Tk5MjOzhbcp6ysrHB2dpYp6Xbs2JHvv/+eQYMGCWW8+/fvs2bNGoYPH87KlSsFBurHKCwsJDw8nJCQECEAR0dH07RpU9TU1FBVVWX8+PGoqqoSGRnJr7/+KvP3UgtJkUiEj48P7u7uWFpalnpe7du3Z+DAgSgrKwsjRI0aNSr1syISiXj8+HGpZvLr1q1j1KhR1KxZk8LCQnbu3ImysjI///wzYrGYAwcO4O/vj4mJifA5ePXqFc7Ozhw4cICQkBDMzc3ZuHFjmW5VEomE0NBQLl++LJSkAZSVlVm9ejXq6ur/WYb0p8DGxobJkydXqqx87tw5AOrUqcMvv/wic71v3brFrVu3WL16Nfv27WPbtm1/eyLXx/gSkCnuE5ubm5OamgqArq5umZrDVYVEIuHVq1csXLiQc+fOcf36dQAaN27M2rVr6d+/f7lf4FevXtG1a9dqefuGhYUxe/ZsCgoKsLW15fLly+Tn5wPFH+b+/fszceJEGTWbP8LHx6fUBbuqiI2NLVO7GIpnrXV0dPjqq69YsGBBmdfk3bt3lVYwkipvtWvXjh07dpTYXEk9jK2trdm6dSv9+vUjJSWFBw8eYGZmVvmT+//IzMzE3NwcLy8v+vXrJxOMJRIJDx484NSpUyxYsABVVVXc3d0rlRFI8eTJE1q2bMnPP/8s+EtL51VtbGzo1q2bEIwVFRXZvn27wIJPSUnB1NSUrKwsLC0tadu2LUlJScTExNCzZ0+ioqIIDg4WMt/w8HDq1KmDqqoqampqDB48GFVVVaHCkZiYiJGRESEhIaW+1o+DlRT9+vVj0KBBqKmp0bp160pvqhISEnjz5o3geCSFdGQLivW/pexcqZlKfn4+u3fvRiwWC+RAY2NjmXM4ePAga9euJT8/H11dXebPn19ClCIzM5O3b9/i7OwsUxavXbu2MDr2BdVHUFAQ79+/rxS7OicnR9AZv3Lliowz14ULF3j48CG7du3i6NGjjB079h/nF/2fDsjJycmcOnVKyFaHDBnCmjVrPlk/92OEhYURHx8v9Atr1qyJgYFBpXsa9vb2JcQqKoOUlBRSU1MJDg4WvFwB2rZty6RJk9DW1q5wQUxPTycqKqpCbeTKIC4ursyAHBAQgK6uLjNmzGDGjBnlHufdu3eVunZeXl4YGxszbtw45s+fX2LnXVhYyIEDBwTTBmlv+9q1a/Tv37/KfAGpTaD0mn7Mpi8oKODw4cN4eHiwZ88eunfvzpEjRxg+fHiVS5q+vr6YmpoKrY6CggL69OnDmDFjhP7l+vXrZVocUtWtfv36oaurS0ZGBo6Ojhw5coSioiIWLlxIUVERnTt3Rk1NTfCsrlWrFqmpqaSkpODj4yOME5UHJSUlBgwYwIABA+jevXu1GMTp6en4+Pjg6emJg4MDOTk5wn1Suc/09HR27NgBFAfmj9tKV69exdfXFwsLC+Tk5DA0NCQ5ORkjIyOhJ1xUVIS5uTnDhg2jW7dubNq0ia+//prJkycjEokICQnB09MTDw8PAgMDZV7f4sWLGTt27Bdi1mfCtWvXGD9+fIXXMy8vTyhPnzx5UkYB8Pfff8fJyQkTExMhYP9R0OafgP9kQBaJRNja2nL69Gmhf7ZlyxaGDx/+WZ8nKChIhsK/d+/eKo39JCQkEBISIrC8KwupkAbAiRMnABg4cCCTJ0+W0dWuCIGBgbRr1+6zkFHi4uJKvb6enp4YGBjw888/V2osISwsrMKevnTEaMWKFaWSvzIyMjAwMBDGqqSszoSEBEGkoSqws7Pj6NGjzJ49m6SkJJSVlQU2fXx8PIaGhtSuXZt9+/bRtGlTCgsLsbe3F0rbFSExMZHHjx/z6NEjoLhqUqNGDb799lusra0FsREo7ofWqVOHjIwMRCIRR44cEWRdnZ2defbsWYnjN2vWjCZNmgjyp5XF+vXr6datG61bt+bXX39l/Pjx1SLb5eXl4efnh5eXF56enkRERMj0tdXU1Jg+fTpaWlrUqFGDd+/eoaOjg7KyMgUFBaxbt074TD9//pzbt29jYmJC3bp12bNnD/n5+RgaGsqMk127do309HS2bt3K7t27adiwIU2bNkVPTw8fHx9q1KhBYWGhUFEaOHAgkyZNonfv3l9K0p8R7969w8vLq8KW3MeuTT179hRaDh+3IkxNTXn37h12dnbs27fvHzlO9p8LyL6+vhw+fFggYfTs2ZNffvmlWqNMZSE+Pp7FixcLv48ePZqNGzdW+TguLi706NGjSvPOH49pQbF4ybffflstZ6ng4OBq9VFLQ3x8fAm1MCcnJ/bu3cvq1asrVQXIzMwkISGhzOxVLBZz8uRJXr58KWSif0RMTAy6urqCf/LHIy1Xr15l0KBBlRYckZLFHBwc+O233+jUqRMLFy7E2NgYQBAqGDlyJIsWLRI4Aq9fv6Z+/fpl9iml5+Lu7s7Dhw/x9PSkb9++rFixgv79+5OYmMjr16+FufiwsDDh78qTZc3NzQWKqzRFRUWCqUFMTEwJAlhpaN++PbNnz2bYsGEySkgFBQWEhoZWuurzcQbq5eVFUFAQzZo1Q01NjQYNGtCiRQsyMjIYM2ZMiZZKcHAwO3fuZOLEidjZ2bF48WLhs+3r68uhQ4fYsWMHzZs3Z+fOndSqVQs9PT2ZdkVAQAAXL15k8uTJzJ8/Hyg2x2jQoAFt27alZ8+ehIaGUqdOHaZPn87YsWOrpF3+BZXH5cuXGT9+fLla7Xl5eWzdulWYM5eqJEpHIhMTEzE2NiYrK4t9+/axdu3aClUD/674zwTk7Oxszpw5w4sXLwSN2VmzZjF79uzPNp+WkpKCrq6usEDOmzePixcvVrt04ubmVmmZzYCAAJnSNMA333wjszGoKkJCQj6L6w4UM4s/Zlg/ffqUY8eOsWXLFhn2eXkIDw+nZcuWpWbs2dnZmJiYkJyczN69e0uVCvX29sbIyEgQx/g404mNjeX58+elkoVKQ0pKCkZGRhQUFLBv3z5atmzJpUuX6NatG507d+batWtcv36dlStXlhjJeP78eZms+YKCAh49eiSMEI0bN45Vq1bJBAQlJSWGDx8uSJrKycmVyZSWGhlI3YWgmP0snc3t1asX8fHxxMfHA1CvXj2GDBlC/fr1iYiIwNfXl379+jFlyhQ0NDRKfc0hISHUr1+/zJaEWCwmLCwMX19fvL298fX1RUFBAU1NTUaPHs0333wjlKfbtWvHzJkzGTFiRIkSZkBAALt372bevHmEhITQoUMHYa49JiYGQ0NDlixZQqdOndixYweNGzdm27ZtKCgokJubi5+fH46OjgJD19bWFigWQxGJRDx79oyHDx/Sr18/1qxZQ9++ff8Rs6v/VISFhfH27Vuhilca8vLy2L17N+/evQOK19S6deuSnJzMnj17aNiwISYmJojFYvT09AQt/X8q/hMB+fXr1xw6dIimTZuirKxMUlISurq6n42MkZ2dzblz54TexejRo1m3bh3Ozs6oqKhUy1w8OzsbPz+/Cks5oaGhMkpSK1asYNy4cezcubPaJg5QXPYOCQkpIdJeHeTl5ZGXlyfsgqVmDjo6OlV6D8LDw0uV3oyNjWXPnj20bt0aMzOzUntRT58+5ejRoyxfvrxU8siVK1cYMWJEhbZ6UDxOZmxsTJ8+fVi1ahUKCgrk5eVx9+5d1qxZg6GhIWFhYZiYmJTI5tPT03F3d2fhwoUljuvj44O5uTkNGzZk8eLFaGlpkZ6eTnR0NC4uLkRFRREdHc379+9JS0sDisvNkydPFkZ0bt68SVBQEG3atGH27NnUrl2bunXr0qhRI5o0aYK8vDx+fn7CWFZgYCAaGhpMnjyZXr16ERMTg42NDeHh4YwdO5aVK1dWmG1Ix+ukwfrjAOzj44Ofnx9ycnL06NGDXr16MX/+fJo3b87Lly+5e/cu8fHxjBo1CmNj4zIJez4+Pujp6bFw4UIaN27MpUuXOHToEHJycmRkZKCrq8u4ceMYOHAg27Zto0WLFowfP57Lly/j7e1NaGgorVq1IjY2FoCvvvoKOzs7vvrqK44ePUrNmjUZN26cYFn6BX8+zp07x4QJE8oUAsnOzmbPnj34+/sDxRvPqVOnEhERga6uLr179xaUC3fu3EmnTp2qNLXwd8S/OiBnZWVx/Phx3NzcGDNmDG5ubrRt25adO3dWqQxcFgoLC7l//76ww2vQoAGWlpZCdubp6Vltlt/bt29RUlIq0xQiMjJShji0YcMGRo8eLSyKHz58+KSyTVxcHHl5eZ9FXzc1NZUaNWpQv359Ll26xN27d9HX169yOTw6OroEI9zHxwcjIyPGjBnDzz//XCKjkUgknDt3jocPH5bJiI2OjsbBwUHGkak0SCQS7t27x5kzZwSxFOn1fvz4MQUFBZw9e5ZWrVqxb9++UjP5Fy9eoK6uXup7c/78eVJSUmjSpAmnTp3CzMyMoqIiWrZsSfv27Wnfvj2jRo0ShDasrKw4deoU8vLy5OTkcODAAZKSkjA1NRWUzKT9WXt7e7y8vGT8Y4cNG8aGDRsoKCjg8ePH7NmzB3l5eSZPnsyuXbsqLeHp6+tL/fr1uXXrlhCA5eXlhQA8d+5cOnbsiJycHAEBAdy+fZtXr17RsWNHpkyZwrBhw8odL5TyDJYtW8bAgQNZuXIly5Yto2nTphQUFKCvry8IhEhL0O/fvyc6OpqePXsyadIkevbsiY+PD4cOHUJRUVHIkrOysli3bh19+vT5kg3/D+Hp6UlgYCC//PJLqfenpaWxa9cukpOThdvWrVsnkDCnTZsmKAceOHCArKwsdu7c+Y/v7/9rA7KUZdmhQwd++OEHLly4wPTp06skT1gWJBIJ9vb2WFpaCmMYv/zyCyNHjpQ5dkBAQLVHhtzc3Eot5UZGRrJmzRqhRLlmzRq+/vprmceIRCKSk5M/KSCHhITQsWPHz0KMSEtLo1GjRpw4cYJXr15hbGxcLWOI6Ohomez28ePHHD9+nGXLlpUqyZmfn8/evXsJDw/H3Ny8zOz30qVLjBkzptyxrPz8fA4dOiSMGn0s3SntJUNxkJszZ06pi7vU9rAsJvmvv/5KUFAQAA0bNqR58+Y0a9as1Pfg+PHjaGlpIS8vT0REBEZGRrRs2RILCwvi4uK4dOkSXl5eBAcH07RpUzQ1NZk+fTq9evWiRo0azJs3j1GjRnH06FFevnxJly5dWLJkiUCcKg9isZh3797h4+ODj48PHh4ewjXq3bs3P/74Ix06dBCuQWpqKnfu3OHJkyekpKSgra1daTMFqanIqlWrGDlyJCYmJvTo0YPBgweXcF1zd3cHihfuXr16Cb1liUTCs2fP2Ldvn/A6R4wYwZIlSyrlM/0FnxdSrfjZs2eXumlNSEhAR0eH5s2bk5ycTP369WnRogWpqakcOXJEhnNy/vx5PD09P5tmxF+Nf11AFolEXLp0CRsbGxYsWEBiYiKXL19my5YtVZr5LAvBwcEcPXpUmL8cPXo0S5YsKfHBys7OJioqqlziTlmQSCR4eHiwfft24bbQ0FD09PRISUkBiuXiytpcSMuZn7LYREZGfjb3GenojKurKyYmJuUGvvIQHR1Nu3btKCoq4tSpUzx79qxUfWjpc+rp6aGgoCCUgUtDREQErq6uHDt2rMzn/ZgpbWlpKdOCEIvFAkdg+/bt5Rqrh4aGkpiYWKYfa7NmzSrl1SqRSHB2dmbVqlU8efKE/fv3U7t2bVq2bMmyZcuoU6cOmpqajBkzho0bN8pUWaQZpXTsZ9SoUZibm5frwlVYWEhoaCh+fn74+vri5+dHjRo10NDQEK7FzZs3ZUa4CgsLcXFx4enTp7x9+5bu3bszc+ZMhg4dWulRL1dXV8zMzFi/fj39+vVj//79ODo60rZtW77//nvBGnHMmDHY2dnx3XffsXDhQuE7kZiYiJ2dHY8fPyYxMVE47u7du+nXr1+lXsMXfH7Y2dmRl5dX6rREdHQ0Ojo69OnTh/fv36OkpERAQAD169fn3r17GBkZCZMqtra2PHjwAFNT039Nm+FfFZATEhIwMTGhoKCA3bt3c/XqVZKTk7GwsKhUb7A8pKWlcfbsWaHU1aBBA7Zs2ULv3r1LfXxISAgtWrSolFD6HxEZGUl+fj5qamqEhIRw8OBBgSg2fvx4Fi1aVO5uMDU1lYYNG1aY6VT0Gj6HQldhYaEwg21qalqtfjoUb3DS0tKE0ZS4uDgsLCxKrQJERESwZ88eNDQ0WLNmTblZ/qVLl/j666/LZNF6eHhgbm5egikNxf1gExMT0tPTmTp1arnBGIqFPUaOHFkls4I/QiKRYGdnJ/AgpNDU1ERTU5PFixejrKxcYqMWGxvLgwcPePr0KZmZmSgqKnLy5MlSy9LZ2dkEBgbi5+eHv78/wcHB1KtXj+7du9OnTx/mz58vZMAPHjwgLi4OBQUFJBKJMHby8uVLFBUVGTNmDMuXL68yy//+/fscOXKEVq1acfPmTaHnLWU+JyQkYGtry8qVKzl27Bjff/89c+bMoaCgACcnJ+zs7PDz86NPnz7CBqBWrVqsWrXqSzD+C5GTk8OFCxdYsmRJie9lSEgIu3fvZvz48aSmplJUVCSINTVr1oytW7cKSYaDgwPnzp1DX1+/Ut7J/xT8awKyp6cnpqamDB06lEmTJmFgYICysjLm5uafNMAvEom4e/culy9fFgQKvvrqKxYvXlxujy0oKKhKessfw8fHh/r162NoaCgoHvXq1YsNGzZUavwiNTW1WhuBj/H+/fsK3XgqQl5enqAHraamVu1gDAjmG3v27KFJkyaYm5uXev3fvHmDqamp0GMqrz3x7t073rx5I5SbP4ZEIuH69etlMqVDQkIwNDQkIyODOnXqVNiayM/PF8axqgKJREJMTIxAkPL19RWqJABbt25l0KBBpW6+ioqKeP36Nffv38fb25tBgwbx66+/YmxszO7du4Xrl5KSIgRfPz8/IiIiaN26Nd27d2fMmDGsWbMGJSWlUq+ll5cXysrKWFtbY2dnR3x8PMOHD+e3336TIXpVdI7x8fH4+fnh5+fHkydPhPv69etHjx49uHnzJu3bt2fTpk14e3tz7NgxZs6cyeHDh5k+fTpqampYWVnh5ORE8+bNGTt2LBs3biQmJkaoNH3//ffVmpP+gs+HCxcu0K5duxJMaGlrYs6cOcjJyfH48WNUVFQICQlh5MiRrF+/XtgMOzs7Y2VlxbZt26q9xv5d8Y8PyBKJhFu3bnH58mWWLVtGu3bt2LZtG1999ZWg91tdhISECESZoqIimjRpwpo1aypV+q5uyTc2Npbjx48DxUYLioqKbNu2DU1NzUofIzU19ZPK1QUFBcTFxVWrzytFVlYWurq6KCgo8MMPP8iI71cHL1++BIpdfpYtW1ZqAJISrtasWcOIESMqPObFixeZOHFiiY1CTk4OlpaWZTKlpb3ruXPn4uTkxKBBgyoswzo5OQmztuVBIpEQFRUlE4BzcnLo2rUrPXv2pEGDBty7dw8VFRX27dtXqv55YmIiT58+5fHjx0BxVWXdunU0bdoUPz8/srKyCA8P5/79+/j5+ZGQkEDHjh3p0aMHs2bNonv37hVungoLC3F1dcXR0RFA6FEPHjy4wl6eRCIhMjJSCMB+fn5kZGTQpUsXgQX966+/MmzYMKCYIZ+Wloa+vj5RUVEYGhqipaXFhQsXqF27Nnfv3qWoqIgRI0ZgYGBAly5dBPb17t27AZg4cSIzZ84s93V9wZ+Ld+/e8ejRI/bv3y+zLj98+JATJ04IAi+Wlpa0adMGLy8vtLS0ZMSVXF1dsbCwYMuWLf/KSsc/OiCLRCIOHjyIl5cXRkZGxMfHs3PnzkqrPpWFvLw8Ll26xL1791BWVkYkEjFw4ECWL19eadWqqKgoRo4cWennTEtL4+LFizLWdQsWLOC7774rddEtD9nZ2Z8k/xkdHU3dunWrndFKZQ1btmzJr7/+ys2bNz+JcOHo6CjMjK5YsaLEJquoqIgTJ05gb2+Pnp5epfr2QUFB+Pj4sG7dOpnbo6KiMDAwoGXLliWY0oWFhRw7dgxnZ2d27txJzZo1uXr1qkzpuCw8ffqUsWPHlnjt0uAkDb6+vr7k5+fTrVs3NDQ0mDRpEmpqasjJyXHmzBnu3bsHFNuBfrwpEYlEuLm58fjxY7y8vOjTpw/Lly+nd+/eREREYG9vj5+fn2Br+PLlS7p3787KlSvp2rVrpRjVEokEX19fXrx4gaOjo6Cbffz48XIJhPn5+YSEhBAQEIC/vz8BAQGIxWLU1dXp0aMHEyZMQE1NjefPn3Pq1CkMDQ2FdkliYiK///47mzdvpqioiJUrVwIIcrdDhw4VnJU+vh5Sx62CggKGDBnC0qVL//EM3H8yioqKOHToENOmTRPah9IJiEePHgnfoa1btwLFCY2qqqogjwrFRFczMzM2bdpUae2Cfxr+sQE5JycHIyMj0tPTsbCw4OXLl5+FvOXr68u+ffuoX78+3bp1IyQkRGB4VhZisZjo6OhKZZgFBQXcuXOHa9eukZeXJ9x+4sSJMkeeKkJeXt4nBcAPHz7Qtm3bai1gycnJ/Pbbb3Tu3JkNGzZQs2ZNCgoKqmVDJ5FIuHHjBtevX6dJkyalBrTc3FzMzMyEnnJlr9mFCxeYPHmyzPibk5MT+/btY/LkycydO1eGKZ2UlIShoSFQHAybN2/Onj17mDBhQoUtkbi4OPz9/dmyZQtFRUVEREQIDGV/f38KCwvp3r07GhoafPfdd6iqqspswqSjTLm5ufTu3ZvWrVsLwScmJobHjx9jZ2dHnTp1GDBgAP379ychIYGbN29iampK7dq1heDn4uLCxo0bS/WDLg0SiYSIiAhevHiBvb09hYWFDB8+HF1dXYHk9XEwlkgkJCYmEhgYSGBgIAEBAYSHh9OoUSO6detG7969mTNnDp06dZIJoLa2tly4cAFdXV2BwS6RSNi/f79gfvHxxmfUqFGsXr26zH787du38fb2RkVFhV9++eXLSNNfjAcPHpCVlSVUKQoKCrCysiIoKEgY75NutqB4yuBj7XQ3NzdMTU3ZuHEjgwYN+p+//v8V/pEBOSMjAx0dHRo2bIixsTG3bt3iwYMHGBkZVdoJ6I8QiURcvHiRu3fvoq2tjb+/Pzk5Oezbt6/K40NxcXHIycmVGxykLlBnzpwhLS2NgoICWrVqhaqqKmlpadUOxvDpATkhIaFazx8fH89vv/1Gr169WL169SctgtLqh6enJ8bGxpw9e7aE45WU2NS4cWPMzMyqNDf7selGUVGRYEu4YcOGEuQsb29vTE1NGTRoEEuXLkVBQYGIiIhKafAWFBRw4MABRCIRVlZW+Pv7I5FIhAA8a9YsOnfuXCYB7+3bt5ibm6OlpcWSJUtYsmQJU6ZM4dmzZ9y/f18Yk2rcuLEwJ62srEy3bt0YN24c6urqQv83ISGB8+fPVyq7SEhI4OXLl7x48YL4+HgGDRrEqlWr6N27t7BZuHz5MhoaGjLBNzAwkLS0NDp37oy6ujpTp05FXV2dFi1alLnBs7a25urVq+zZs0foCebm5rJ7925BFEKqxw3IZNClITQ0lFOnTgFgbGz8xZP4L0ZcXBxnzpxhx44dKCgokJmZKaMln5+fz6JFiwCYNGkST548Ydu2bcJG9/nz5xw6dIiNGzdWagrhn4x/XEDOzMxkx44dKCkpsWnTJk6fPi3MtpZnI1geoqKiBHH+CRMm8ODBAyZOnMi8efOqXC6G4kDRvHnzMgNSZGQkhw8fJjo6GkVFRSQSCd999x1z587l1KlT1bJa/Bj5+fmfRGQrTXe6IsTExLBjxw4GDx7MkiVLPqk8mJmZiaGhIXl5eezdu5emTZuSkJAgc11CQkLQ09NDS0uLZcuWVfp9khpvTJkyhQYNGpCRkYGZmRlJSUlYWFjIMDYlEgm3b9/m4sWLLF26VGbe+9atW2hra5cgz2VmZhIYGCgQpIKDgxGLxdSqVQtNTU1++OEHOnfuXOFmpaioiCtXrmBtbc3y5cvR1tbm5MmTpKenlyiR9+3bF3V1dbp164aqqmqZGxN3d3e6detW5v2ZmZm8evWKFy9eEBwcjKamJjNnzmTQoEHCBi8lJYXAwEB8fX158+YNb968oWHDhsLzT548GVVV1Uozya9du8bt27cxMDCgbdu2vHr1CgcHB5ycnIBiMmPDhg0F28OKDFpyc3MF5brTp09/Vue2L6g6JBIJVlZWaGtro6mpSUREBPr6+nTu3JmNGzcSGhoqlKlNTEzYu3cvs2bNEkYZpbyQHTt2lDnR8m/CPyogZ2Vl8dtvv9GmTRt++eUXDh8+jLe39yfNtjo4OLB//37Gjh1LZmYmz549Y9u2bZ/kh5yUlFTqXFx+fj5XrlzBxsYGNTU16tatS+3atTExMREWmeDg4AotCCtCYWFhtTYSUiQkJFSp7B8REcGOHTsYO3Ys8+fP/6Rg/OHDB3R1dVFWVmbXrl3UqVNHKINKR2ecnZ3Zu3cvc+fOZcqUKVV6Pi8vL+H1Si0Tu3Tpwt69e2WMzPPy8rCysiIwMBBDQ0MZMlZcXByvXr3i0KFDxMfH4+/vLwTg6Oho2rZtK2SoI0eO5OrVq5w+fbrSY2jp6emYmpoKzOh9+/YJohZQbPIwZcoUunXrRvv27St9/s7OziXKfbm5ubx+/ZqXL1/i4eFB586dGTVqFNu3b6du3bqEh4fz+PFjgoKCCAwMJDExERUVFUEQ5+jRo2UysMuDRCLh0qVL3L59m++++44bN27g5uZGy5YtGTp0KA0aNGDkyJGoqKhw6NAhAA4ePCiojJV1zI/Vm74YQvz1sLGxITk5mV27duHi4sLevXuZOnUqs2fP5vr161y4cAGA69evY25ujrKyMjNnzhSmHKytrdHX1//XsanLwj8mIItEIoyMjGjevDmbN2/m8OHD+Pv7Y2JiUq2hcLFYzNmzZ3n8+DE//fQTT58+pUaNGlhZWX3ykHlycnKJxcDDw4NDhw5Rv359unfvjr+/P7Nnz2batGlC8CwoKCAiIqJKFo2loTyzgcqgKhlySEgIu3btYsqUKRWOGVUEX19fDA0N+frrr1mwYIFwrOzsbPLz82nevLnAqN+0aVOVjS+kJubTpk3DxcVFsEycPn26zOuOiYnBwMCAJk2asG/fPqHPLBaLiYiIYP369UAxASUjI4POnTvTvXt3FixYgLq6ukxf2sTEhDFjxpQbjKUbjuDgYO7cuSPjvyslYQ0bNoxXr17JyGJWBVlZWfj6+rJmzRry8vJwd3fHwcEBd3d32rRpw7Bhwxg/fjwZGRkEBweze/duwsPDUVRUpGvXrqiqqjJ27FjU1NSoV68eFy9eFLgGVUVBQQFr164VHKbs7e0ZPnw4FhYWqKiocOfOHerXr0/Pnj2FGfaKiGMAenp6QPH78rlEbb6g+oiJieH8+fPo6upy+/Ztbt68yYYNG1BXV2f79u34+flRp04dLl++zO3btwkPD2ffvn1IJBJB1c/IyOg/9V7+IwKyRCLh8OHDZGVloaOjw6lTp/Dy8qp2MM7NzcXIyIjk5GQWLFjA+fPnGTZsWKnD6tVBcnKywFDOy8vj1KlTvHjxghEjRuDn50dubi5WVlYlBtqjo6OpU6dOtawSP4a8vLxgrVcdSEvuFcHf3x9dXV3mzJnDlClTynyc1Fu2PNjZ2XHkyJESpWEozhjl5eU5ceIE7u7u5ZoQlIc3b94Ial/W1tZs3769hNa4q6sre/fuZfz48UydOpXg4GCCgoKEDFFKvBs1ahTjxo1DTU2tzB5lZmYmLi4uHDx4UOb2rKwsQkJCCA4OFn7S09NLbKLmz5+PtrY2zZo1w83NjcDAwGopv0ExU10kEnH69Gnc3NyoVasWrVq1om/fvuTm5mJtbY1IJKJz586oqakxbdo01NTUaNmyZambLHd3d7799ttKP39hYSFv377FwcGBFy9eADBkyBBmz54t6FxDcfvowoULLFiwQAjGZ86cqfB7fv/+fV6/fs0333zzj3b7+bdAJBJhYWGBtrY2tra2hISEYGpqSkxMDMuWLSMvL49OnTphZmbGmzdvuHr1KkZGRtSqVQsDAwNiY2MxNzf/5LXwn4Z/REB+/vw5bm5uWFlZcf36dRwdHTExMalWSSo1NRVdXV0aNGjA8OHDOXnyZJlayNVFTk4OzZo1IygoCAsLCxo3bsywYcN4/vw5s2bNYsaMGaVmTFFRUbRr1+6TxzPk5eWrnSEXFBSQm5tb4RyzVPB/0aJFjB8/vtzH1q1bVzB6/yOkWeu9e/fQ0dEpdd76w4cPFBUVERoaioWFRbXedyljNzs7W9iJf/xllyqKvX79GgUFBVxcXLC2tkZJSQl1dXUGDx7MokWLePToESkpKWWK4n+MFy9e0KFDB7KysoRFKSgoiA8fPtC6dWvU1NRo1aoVaWlpgtypqqoqK1asEGZppXj+/DmjRo2q0mejoKAADw8Pnjx5gpubG4DQiy0sLEQsFtOgQQP69evHwoULUVZWrlSrIzU1lXfv3lXY1snLy8PDwwNnZ2fc3NyoV68eSUlJAPz+++8l2kxisRhLS0v69esnzOJfvHixTNlTKQICAjhy5AiNGjVixYoVFb7+L/jzcfbsWT58+EBeXh6NGjVCR0eHS5cu4e3tTV5eHmpqaujr6xMdHY25uTkbNmygadOmbNu2jbp162Jqavqf7P//7QNyfHw8R48eZcuWLTg6OvLw4UOMjY2r1TNOSUlh69atdOnShbp163Lv3r0S/cHPgZycHOzs7Lh27RqjR48mLCyMgIAATExMyrVEjIqKqjYx7WPUrFmzwoy0LEg9c8v7Mrx+/RpTU9NSFaxKQ926dcnNzS1xe0FBAXv37uXdu3eYm5uXKoEntVaE4vJvddnjp0+fJjU1VXA4ys7OxsXFhcDAQNzd3YmMjASKJfrGjh2Luro6ampqMnPIaWlpPH78GDMzs1Kfo6ioiJiYGCHwSu04dXV1UVNTQ01NjREjRtCqVSt8fHx4+fKlME8LxYtYabPf2dnZuLq6YmVlVeF5Zmdnc/PmTa5fv17iPiUlJb7++mvU1NSE70B18ObNG9TU1Ep1TMvKyuL169c4OTnh4eFB8+bNGTJkCLq6ujx8+BB/f38MDAxKJS7evHmT2NhYQSf+ypUrFTLnP3z4ILDlz5w5U63z+YLPi9evX3P79m2gWOu/Y8eObNu2jV69egla9Lq6uuTl5aGnp8fMmTNp27YtmzZtQkNDg7Vr134SB+afjL/9WZ86dYphw4YhkUg4f/48+vr61Qpa6enpwnxsTk4OkZGRWFhYfPaSSH5+vpCNjB8/nhcvXgg90YrGL6Kioj4LeUFRUVFGTL8qyMjIoEGDBmX2PF+9esW+ffvYsGFDpUuDderUKRGQU1NT0dfXp0aNGlhYWJSaBQUEBKCvr0/dunVRVVWtVjCWKrlZW1sDxf31FStWkJiYiLKyMgoKCkRGRqKkpISFhUW5G5E7d+6gqalJp06dhFnz0NBQ3r17R2hoKOHh4RQVFdGpUychkz1w4AAqKirk5eXh4uLC3bt38fLyQlVVVaga/Pjjj8ycObPM7NfJyQllZeUSn/v8/HzCw8Px9fXl2rVrJa5xv379BF1ga2trjh49+lnEMdzd3enfv7/we2pqKq6urjg5OeHj44OysjKDBw/mxx9/pH379ojFYvbu3UtERATGxsalbjrCw8M5f/688HtlgnFKSgrLli0DijPu/+oi/ndCQkKCsIH++eef8fb2xsnJiZUrVwo+AHp6esjLy7Nz50569uxJhw4d2LJlC1OmTOGHH374Twu4/K0/wQEBAXh6erJ161aMjIxYt25dtQJWYWEhenp6NGrUiOjoaBo3boypqWml51Yri8zMTIFYAsUL6datWyst8RYVFSVjL1hdKCoqEhERUa2/zcjIKLNEaGdnx9GjR/n111+rxMKuV6+eoAMO/2f+0KNHD9auXVtq317Kfv/pp5/Izc2t9PmIRCLev39PaGgovr6+PH/+XLivd+/eqKioCFmiq6srhw8frjAgisViAgICuHHjBqqqqmzevJmwsDDk5OTo1KkTXbp0Ydy4cXTp0oV27dpRo0YN9u/fT7t27YiPj+fatWu4urqipKQkmFTcvHkTd3d39PX1K5RFffbsGUOGDCEgIEDYAHh5eQnlXynat2/Pjz/+yKBBg2TOZd++fSVuqy5EIhFv375lxIgR3LlzBycnJwIDA+natStDhgxh1apVMoTAwsJCTExMSEhIwMjIqNSsWiQS8dtvvwm/X7hwocLvZlZWliAksXnz5mpPWXzB50NKSorMPPHVq1cZMmQIa9euxdLSkvz8fPbs2UOtWrXYs2cP9erVo2XLlpiZmbFu3TpBKvW/jL91QL59+zbDhg3jwIEDzJgxo9pv2LFjx4iLi6NGjRr06dOH1atXf/bddHp6Otu3bxfGQQD2799fadKZRCIhISHhsyws9evXF2QNq4qyAvL9+/c5ffo0Ojo69OrVq0rHbNy4sdAjlZo/SEcfSpOSlKpzSVXXzp49W+oC/XGJODQ0lODgYMLDw6lZsyb169cnISFBeOyqVauEXrdIJOLkyZO8fPmyxIibWCwmKiqK0NBQ4Sc8PJyCggKgWEu7S5cudOnShbZt25aYJ5ZIJLi4uAgGCV5eXowcOVLw/42JicHIyAhFRUX2799faraYl5dHeHg4oaGhuLi4CJKaf0SjRo2YNGkSQ4cOLZN7IBaLcXNzk/ENrg6kil0nT54kJycHExMTevXqxahRo/j1119LPY/8/HwMDQ3JysrC0NCwzOqDhYUFmZmZQDGburSg/cfj7t69m+zsbMaMGVMp3fIv+HMREBAgtA5atmyJu7s7v/76K927d0dPT4+ioiL27NmDgoKCMPffvHlzXrx4gZmZ2X+KSV0e/rYBWdrja9++PZ06daq2MPybN2949OgRAJMnT/5k0YrSIFUVev/+vVCW3rhxY5UY4NLRns/h69mwYUOhF1xV5OXllRB1+FhJqTojN02bNiUtLQ1bW1vOnTtXpvmDSCTi8OHDvHnzBmNjY8HUIT8/n9q1axMbG0toaCghISFCEC4qKqJz586oqqoyceJE1NTUBBnNSZMm0alTJ65evSpUHlJSUjA2NiY/Px8jIyNyc3O5f/8+4eHhwo+8vDydO3emS5cuTJw4ESUlJXbu3MmOHTtKVYiSSCQEBwcLohbJyclAsd2kurq68Hmzt7fn4MGDjB8/nvnz51OjRg1SUlIICwsjLCxMeP4PHz7QsGFDunTpgre3N1C8yCUlJaGurs6QIUMYNGhQpUbT/Pz8qFmzZrXY2YWFhfj6+uLm5oarqyuZmZnk5eUhLy/PhQsXytV1z83NFRZiPT29MoVqHj9+LCP6UdFok0gkwsTEhKCgIFq2bPmFxPUXQyqeI1VGg+K+8axZs8jPz0dHRwcFBQV27dpF7dq1OXr0KE5OTjRo0IDmzZtjaWlZaX+A/wL+tgHZx8eHoqIicnJyBBeQqkIsFgtuLzNnzuTHH3/87MFYIpFgaWlJaGgoderUYevWraUSaipCUlIS9erV+ySFLSmaN29e7R6yNPhB8bldvXoVGxsb9PX1yyWklYeGDRtSVFTE8ePHMTMzKzU4ZGdnY2xsLIhiSIlxYWFhgrGEra0tHTt2pEuXLmhra7Ns2TLat28v9Ls/tkxcsWIFI0aMYMWKFfzwww+kpaVx7949bty4ARRfozVr1tCwYUM6depEx44dmTx5Ml26dCkhdHHjxg1UVFQE9SDpcwUHB+Pg4ICjoyO5ubkMGjSINWvWcOLECaZPny5sXgoKCjh+/DiPHj1ixIgRyMnJoaurS3h4OBkZGSgpKdGpUyc6d+7MV199hZycHCEhIYJaFRR/frW0tKpsq+ns7IyWllalP/eZmZm4u7vj6uqKh4cH9erVQ0tLi1WrVtGzZ0/Wr1/P3Llzy11Es7Oz2b17N3Xq1GHnzp1l9v69vb05cOAAADt27Khw/l4ikXDw4EHBklRHR+eTvKW/4NOQlpaGpaUlHh4ewm1HjhyhXbt2JCcns3PnTpSUlNi8eTO1atXi7NmzAtFRW1ubBQsWfJJn+78Rf9uA7OzsDMCWLVuqvYO6efMmAD/88ANz5sz5bK/tYzx8+BBnZ2caNmyIubk5bdq0wdbWVsYoojIoS92rOmjRogXZ2dlkZ2dXuU8uNYKQSCScPXsWOzs7jIyMylVIKg+5ubmYmpoCsH379hLBOCcnBzc3NywsLABo06YNy5cvp1atWnTs2FGYNx4xYgTr168vc05capkYHBzM8uXLkUgkzJkzh9zcXH7//XeZEv6CBQuEIFxRgMvLy8Pa2pqNGzcCEBgYyKtXr2SC8McazwEBAcTExNC8eXPu3buHo6MjPj4+wvHi4+NRVFRk6NChzJs3DxUVFWrUqCFkovfv3yczM5O+ffvSo0cPwsLCuHHjRrUCj7R8XpHedkxMjJAFBwQE0LFjR7S0tJg5c6YMQS0mJoa4uLhyx50yMzPR0dGhadOmbN26tUwio6enp1BGX7JkSaVEXs6cOSPYPa5atepLmfMvhIeHB7t27RJ+b9++PYcOHUJOTo4PHz4IrS2ppv3Jkye5c+cOANu2bfvXa1JXF3/LgCyRSHj27BlAtYUQEhMTBdbmnxWMY2JiOHz4MFDM8pRmt4qKimRlZVXpWKmpqdW2O/wjFBUVqVu3LomJidUOyCdOnMDR0RFjY+NqqTGBrPlDy5YtSUhI4PXr14SHhwtlWqn/LcD06dNRVVWlU6dOtG7dWggECQkJdOvWTSYYSyQSkpOTiYyMxNHRUcbU/tixY7Rv357c3Fy6du0qBONdu3ZVueT+8OFDMjIyePv2LQcPHhSC8OrVq9HQ0CAhIYGIiAiuXLlCRESEYIKwd+9eUlNTgeKSvVQOVNpzlmai1tbWeHh4oKioyMCBA4VMVEFBgePHjzNmzJhqZ4FBQUHk5eWV6PlLSWpubm64ubkRHx+PpqYmI0eOZNOmTWXOeTs7O9O7d+8yx6XS0tLYsWMHbdu2ZfPmzWXyNJydnQXnrAEDBlRKYOTWrVs8ffqUpk2b0rFjR8aNG1fh33zB54dIJOLYsWMyNrG9evVCX18fOTk5wsLC2LlzJ2PGjOGnn34CwNzcHHt7e+rWrcv+/fu/EPDKwd8yIEvf7OraKErdoACBgv+5ERQUJBhn/zGDqV+/fpUDclZW1mfrpUidpuLi4qqcRRQUFGBnZ0eLFi2qNe8tkUhIS0vjxYsXQl+pc+fOJCQkcOLECdq3b0+HDh3o0qULjRo1IjY2lkWLFpWrSR0fH09gYKDgHRwZGcn79+/Jzc2VEUDZunUrnTt3plWrVjx48IDIyEjy8/Np2LAhhoaGlS73FhUVERAQgL29vVBiCw8PR0tLi8aNGxMTE8OZM2eIjo5GXl4eFRUV4cfV1ZXdu3fj7u7O8+fPWbduneAe9cdMtFOnTgwcOJBZs2bJqFVB8cJnb28vEGWqAwcHBwYPHkzNmjVJSUnBw8ODN2/e8PbtW2rWrEn//v1ZsGABffr0qdRImZOTU5k+40lJSezYsQM1NTXWrVtXZinyyZMn7N+/X/i9MmQzOzs7rl69yoABAwgICGDNmjX/6dGYvwofPnwQxswaN25M48aNqVGjBjo6OsjJyeHj44OBgQGzZs1i2rRpSCQSVq1aRVRUFH369EFHR+ezKCH+m/G3C8i5ublcvHiRSZMm4eLigkQiqdKXT6p5raKiQn5+/p9ivebh4YGRkRFaWlq8f/++RAbTsGHDKvdwq1NeLg8dOnQgIiKiSt6hUoYzFNvWVTSjnZGRQXR0tBAkpT9SxiwU9z47dOiAg4MDderU4ZdffkEikWBjYyMYeUjLV1lZWbx//57379/LHC8jI4OIiAhycnJQUVFh4sSJKCsr8/LlSx48eMD69etlSmAFBQUcOXIEgJ49e7Jw4cIKWfUFBQV4eXnx+PFjQT9ailq1auHr60tKSgodOnRARUWFIUOG0KFDB1q1aiVkvXfu3KFp06ZcvHgRiUSChYUFqampnDp1Cjc3NxISEujVq1eFmSgUkxEVFBTKtRksDyKRCBsbG1RVVVm3bh3h4eGoqanRr18/pk2bVkIJrCIkJSURFhZWqnWj1Hazd+/erFq1qszj3rx5k6tXrwq/X79+vcLX4ObmxpEjR5g9ezZXrlzBwMDgs48rfkH5kPbuHz9+DMCGDRtISEjg0aNHWFhYUKdOHcEicfny5Xz11Vfk5uYKRh8//vij8P8vKB9/u4AslStctPOirasAAJlCSURBVGgRDg4OeHh4VHqOVyKRcOzYMXJycti1axcGBga8e/eOHj16fLbXZ29vz/79+1m7di09evRg8eLFJCQkyASvVq1a4efnV6Xj/hkBOTQ0tNKPLyoqEjKXPn36COdTWFhIXFwc0dHRxMTECP/GxMSQmZlJ06ZNhexwzJgx+Pn58fTpU7Zs2cLw4cOF44vFYh4+fIhIJMLY2BhXV1dGjRqFl5cX9+7dIzo6mpSUFJo2bYqysjIqKiqMHj0aFRUVjh8/zoQJExgzZoxwrczNzYmJiREcYqSQSCRCqWzjxo2lKolJJBJSU1MJDAzE2tpaxsxBil69euHt7U2/fv2YP38+7dq1K3dzJxXEh+KNhaamJhs3bqRWrVpVzkShmH0sJXhVFmlpaYIlooODA1D8WdTS0qJPnz4VjhOVB2dnZ3r06FFiJK4ytpsSiYQzZ85gZ2cncCukC3l58Pf3x8zMjCVLlnD16lXmzZtX7RbWF1QP7969E8xUunXrhp6eHk5OTty+fRtjY2OaNGnC5cuXuXPnjmCR+PEIlIGBQZXHJP/L+FsF5Ly8PO7cuYOOjg41a9ZkxowZnDhxAg0NjUr10Z49e4azszOWlpbUqVOH0aNHc/HiRcaNG/dZ2JivXr3iwIEDbNu2TdgkjBkzBkNDQ3R0dARSVuvWrYmLi6vSsbOzsyvUj64KOnToINNXLQ95eXls375dkCx8+/Yturq6AomnVq1atG3blrZt29KuXTt69+4t/C7tm0skEk6fPo2rqyumpqZ07tyZ8PBwIYC/ePGCmJgYpk6dChTLe2ZnZ9OkSRNGjRpF27Ztad++falle6kFIxSLp+jr66OkpISlpaXMJiY7OxsjIyMyMzOZN28eI0eOJDY2lujoaN6/f09UVBTe3t6lVi8mT57M8OHDUVZWRlFRkSdPnghM0fK8i8ViMX5+fjLCFp06dUJNTY05c+bQuXPnKpdXpeVlaXmwLBQVFREcHMybN29wd3fn3bt3dOnShX79+qGqqkqHDh1Yu3ZtlZ67LLi4uJSotkRGRrJjxw6++uqrMm03xWIxhw4dwsvLi4EDB/LkyROmTp1aoVytVDxm0aJFvH79mo4dO/Ldd999lnP5goqRm5vLxo0biY6OBsDKyopOnTrh6+vLoUOH2LFjB+3atWPfvn34+PhgYmJCu3btOH/+PNeuXQOK5Wq/WGBWDX+rgPzs2TPatGkjZLSTJk0SvG+3bNlSLkU+NjaWY8eO8euvvwo6uaNGjeLJkyeYmZmxZcuWTypfu7i4YGVlVUJ5a/ny5Rw8eJDVq1czZcoUxo8fT6tWrUhKSkIkElVagEQsFn9WsZJOnTrx4cMHsrOzqV27NikpKSQmJhIfH098fDxxcXHEx8cTExMjiHZ83Pvu168fU6ZMoW3btjRv3rzUxbagoICoqCgiIyMxMTEBilnS5ubmJCYmUrduXdq1a0e7du3Q0NAQ7PYuXLhQrWxN6qc6efJk5s6dKwRKqSyllKkNxZunq1evIpFIEIlEMsepW7cuM2bMYMSIEaX2yEUiEVeuXGHevHmlBuOP+7HSGVopLl269MlcgOfPn6OhoVFqyyA+Pp63b9/y9u1bYUa5b9++fPvtt/Tt25dGjRpRVFTEo0ePmD9//ie9DikyMjLw8/Njw4YNwm3v3r1DR0eHb7/9tlSBFyj+fJiZmfHhwwdmzpzJoUOHqFOnDj///HO5zxcXF8euXbv47rvvyM/PJywsDCsrqy994/8BRCIRt27dEgixU6ZMYfHixUDxJsnAwIClS5fSpUsXdu7cSW5uLubm5uTn57Nu3ToiIyOpWbMm586d+zJfXA38rQLyw4cPmTx5svDFq1mzJr/99hvbtm3DwMCAzZs3l8rwLCoqwsLCgjFjxsgES3l5ebZv346uri7btm1j3bp1MuXNysLLywtzc3M2b95conxes2ZN1q9fj5eXF9euXePy5cuoq6sLGspjxoyhadOmFS4mRUVF5WZif4REIiE3N5fMzEwyMjLIyMggJSWF5ORk4UcikfD9998DxUSvZs2a0bp1a1q1akWbNm3Q0NDg7NmzNGrUiEOHDtGoUSNu3bpFSEgIkyZNAop3yuHh4cTFxfHhwwfi4uKIjY3lw4cPwnNIMWbMGLp27Spk0k2aNEFOTo7w8HCBXLdx48YqB2Np9p2RkcHo0aNRVFTk8OHDxMTE8OHDB1JSUmQe37VrVzp27EijRo2IiooiOzub3r17M3DgQLS0tCp8/ufPn1OrVi1BvEQkEhEUFISHhwfu7u5CP1ZqcTl48GCcnZ05cuTIJy9CEomEJ0+eCJMB2dnZeHl54enpiaenp8A47927N9OnT6dLly4lPjf+/v4UFRVVu//8R7i6utK5c2ch2wkKCmLXrl3Mnj1bqHj8ETk5Oejr61NQUMCSJUsE8taRI0fK/S6kpKSgo6PDsGHD6NOnD9u3b8fAwODL4v4nQzoiJ2W/g6zZSWxsLDo6OkydOpUePXqwadMm2rZti46ODnZ2dhw7dgwoLmvr6upW27jkv46/TUCOi4sjKiqqxHxaw4YNMTU1xdjYmDVr1rB+/XoZgQaAp0+fkpqaKvQOP0aDBg0wNDTkwoULbNiwgZEjR/Ldd99VOjDHxMRgbGzMihUryp2V1NTURFNTk5SUFFxdXfH39+f8+fOcP3+emjVr0qJFC1q0aEGDBg0EAZC6desKWfGrV6/w9vYWbPHy8vLIz88nPz9f+H9ubq4QfLOyshCJRMjLy9OgQQMaNmxIs2bNhJ+OHTsSGBhIp06d2LhxI40bN5ZZuAsLCzE2NqZevXqsWbOGoKAgEhISuHbtGtnZ2UI2nZaWhqKiIm3atKF169aCHWHr1q0pKirCysoKdXV11q1bV2oFQiqVOX36dBITE8vVpBaJRCQmJgqBNiYmRpDElEIqY6mkpISamhqPHz8mJSWFlStXcu3aNZKSkggPDyc1NZWBAwcydepUYYyoMhCJRFy9epWRI0dy//593r59i4+PD7Vr16ZPnz5MmzaNXr16YW1tzcOHD9m8eTPJyclkZWWV6lZVVfj6+hITE8O7d++wsbEhJCSEtm3b0rt3b5YsWULPnj0r7L06ODgwZMiQzya64OjoKDDFfX192bNnDwsWLGDixImlPj49PZ1du3bRuHFjVqxYIZTN169fX24JMzMzk507d9KjRw++//571q9f/6Vv/D9AQEAABw8e5P379wCsWLGCCRMmCBun5ORkduzYwejRo+ncuTO//PIL48aNY+zYsejq6gp8mbFjx7Jy5covJh+fgL/NlXv9+jUaGhqlEpsUFRXZs2cPtra26Orq0qdPH8FJJjs7m3PnzrFq1aoy+8QKCgosXLiQr7/+mlu3brFhwwY6duzI4MGDGTRoUAllJimys7PZs2cP48aNEwhFFaFp06ZMmDCBmJgYRCIRCxcuJCkpiYSEBBITE8nOziYnJ4ecnBySk5MRi8VClpmRkUFUVBQ1a9akdu3a1KlTh0aNGlGnTh1q165N3bp1heAr/bdevXrlmiJcvnyZmJgYfHx8SE5OJiEhgZiYGDw9PYXH6evr07JlS1q0aCEs4lOmTKFly5YoKSlRv379Es/h6+uLkZER33zzDfPmzSv1NTx8+JATJ06wdu1aRowYwZMnT7h58yZDhgwRyubS0nlcXBxJSUnIy8vTpk0blJSUEIvFQjAeM2aMjGJbamoqixcvpqCggDp16gjz4FJv3/bt21epxJmeno6npyfm5uZA8dyrhoaG8Fnr0KEDcnJyJCUlCZKblpaWKCkpsWzZMubNm1fp5/oYEolEeD88PT2FOeakpCTGjx/P1q1bq9SHE4vFODo6ftK41MfIyMjA09OTlStX8vbtWwwNDVm6dGmZ/uEJCQns3LmTzp07s3TpUrZt24ZIJEJLSwttbe0ynycvLw9dXV2UlJRYvXo1xsbGqKiofOkb/4kICwvjwoULgvKZuro6mzZtkpFklQq99OrVi4YNG2JsbMzKlStJS0sTNljy8vLMnTu3XIOWL6gc/jYBOTg4uFw2tJycHN9++y3Dhw/nypUrrF27ll69epGbm0vr1q0rNd7Trl071q5dy88//4yLiwtOTk6Cs0z37t1RV1enffv2tG/fnpYtW3LkyBFat25drV6cqqoq1tbWKCgooKSkhJKSUrmPLywsRE1NrcwSIBQv3vn5+UKWHBcXR3p6OqmpqaSkpJT4kTJaDQwMUFZWplmzZjRs2FAIxsbGxnTo0EFmE+Th4cHvv/8uw5D+I6QjDsuWLSuxMEuza2NjY2JiYujSpQsvX77k2rVrguewjo4OKioqtGrVilatWtGtWzdatWpF69athS+4tF88a9YskpOTadmyJampqbx9+5arV68KgiJaWloMHz4cf39/oqOjBanUilBQUIC/vz8eHh54enoSEREhqJFpa2uzatWqEln1mzdvsLCwYNCgQSxbtozatWvj5eVFdna2kEFWBIlEQlxcHD4+Pnh7e+Pj40NmZiY9evRAXV0dV1dX9u7dW6GMZFnw8/NDTk6uRBWpunB0dERVVZWIiAjMzMzK1CGHYsKdjo4OWlpaLFq0CF1dXaKiolBUVCx3HKqwsBB9fX3q1KnDpk2buHfvHu/evWP//v1fFvg/AVFRUVy8eFFQPQNYt24dY8aMkbneUo3+li1bkpeXx71791i5ciV3794lOzubYcOG8erVKzZu3MjIkSP/ilP51+FvE5AjIiIq5ebUpEkTVqxYwffff8/9+/e5cuUKAIcPH2bo0KFoaGhUWDJp0KABY8eOZezYsRQUFBAaGoq/vz+BgYE8efKE2NhYwbVJRUWF/fv306RJE5o2bUr9+vWFcrP039q1ayMvL4+8vDw1atRAXl4eNTU13r17R2xsLPXq1UMkEgk/YrEYkUhEbm6u8PPq1Svevn1Lfn4+OTk55ObmkpWVRUZGhkyfuLCwEDk5OSFDbtiwIU2bNqVJkyZ07NiRfv360bRpU+Fn+/btTJs2jVGjRpGXl8eePXvQ0NBg586dpfZ5FBUVy3SKKigo4MCBA7x48YJRo0aRnJzMwYMHSUpKIjExkaSkJBmbxfbt29OjRw8h2LZq1Ypt27axadMm+vTpU+pzSCQSLl68yJ07d1i1ahWNGzdmx44dQLFHrrSaMGTIEEENKiMjg4MHD5YrAiMSiXj37h3e3t54e3vj5+dHo0aN6N27NzNmzEBTU5PXr19z7do11q5dK1PuFYvFXLhwgbt377Jy5UqZUaqHDx8yduzYcgUPEhMTheDr7e1NamoqXbt2pWfPnowbN46uXbuioKDAkydPBK3u6sLBwYGhQ4dWiY9QHuzt7ZGXl8fU1JRffvmlzI1HUFAQurq6TJw4kTlz5mBpacmHDx9QUFBg1apVZYqyiMVizMzM+H/snXVYVPn/9l/YiqKIioGBGFjYrWt3r7p256prgomEoDSK3V3Yih0IioK1YiMtIUh3DMOc5w9+cx5nCand78a8rmsuYOLMmeC8z+cd952amoq5uTmBgYGi77mybly8hIWFcebMGdzc3MRsYteuXVm4cGE2lcC0tDRMTExISUkRDWc6dOjAzp07GTJkCMnJyaIITnGd/Cn5GwXk2NjYAmk5q6uro6urS9WqVVm1apU47pScnEyzZs1o1aoVrVq1omHDhnmOPJUpU4bmzZvTvHlz8brk5GQmTpxI7969admyJbGxsURHRxMUFERycjKpqali0ExOTs7Wxfs98+fPF39XUVGhdOnSlCpVipIlS1KuXDnKly8vBsbk5GTCw8OpUKECampq1KpVSwy63wfgnFLIudG5c2eePXtGp06dMDExoXTp0tkE/zMzM8WVto+PD7GxsZw9e1Z83ZGRkYSHhysE2+joaFRUVKhevTo6OjpUr16d0qVLs2fPHtTU1DA0NMzRxrFTp068ffs2x4CcnJzMypUr+fr1KzVq1GDHjh3i6r1cuXLijOOaNWsUGpYuXbpEixYtFGQxMzMz8ff3FwPhhw8fKF26NC1btqRTp04sWLCAOnXqiO9jZmYm586dY+LEiQrBODo6GhsbGxISErC3t6du3bribXFxcXh4eIjpcjkxMTEKK+Bv377RuHFj9PT0WLp0Kbq6ujnWge/du8eAAQMKvSqUSqU8ffqUdevWFerxfyQ6Olq0fTQxMclVD0Ceyp4+fTojRozg1KlTfPjwAQ0NDXR1dXPNtgiCwI4dO8Q+jczMTKysrJgyZYqyblyMREZGcvbsWbF7v06dOsTGxrJmzRq6d++e7fsmD8YfP36kXLlyqKmpkZKSgp+fH+vXr+f8+fOkpqaybdu2H4oHKSkYf5uAnJqaWuDOvKdPn9KzZ0/09PTQ09Nj/vz54qzpu3fvuHbtGgkJCWhpadGwYUMaNmyIlpYWtWrVQlNTM9dGnxs3btC0aVNWrlyZr4OjIAjIZDJkMhmZmZni7wcPHkQikbB8+XJKlSqV56rl2LFjpKSkFJudnDy1XaNGDc6ePSuO54waNYp9+/YRGxsrprrj4+MRBIFKlSqJq5IPHz7QsGFDWrduTfny5dm/fz/VqlXDzs4uR83t4OBgTExM8mzwAmjTpg0XLlxgxowZwP8PXjdu3ODTp09AVrq/Z8+etGvXjnr16rF//36uX79ObGws27ZtU6ipxsbGcv36dVEERh4Iv0/dtm3blhkzZoh14JxwcXEBUEi9vX79Gjs7Ozp06CC6F33PvXv3aNmyJaVLl8bV1ZUPHz7w7t07QkND0dHRoVWrVsyfP58WLVr88Lstb2Arim+xp6cnZcqUKTYhHPlsdV7iDm5ubmzbto0lS5aIY4ZOTk4MHTqUe/fuYWRklOPjBEHg0KFDfPjwASsrKypWrMjmzZuVdeNiJCIigosXL3L//n06derEwIEDcXZ2pkuXLmzZsiXHDERaWhrGxsZ8/PhR/LtEiRJMnz6dxo0bY2FhQfPmzVm6dKnSaetP4G8TkMuWLUt6enqBHvP582emTZsm/q2iokK9evWoV68ew4cPFw0IAgIC8PPz4/Pnzzg7OxMWFkZGRgYaGhrUqlULDQ0N1NXVUVdXR01NjRMnTjB79myio6PFtHRegVlFRYWSJUtSsmRJhdTlgAED2Lx5s5jOzgtVVVUiIiLEv79PaaekpIjNYPK/5Rd5WvuPqW2JRJJtn9u1a0d6ejrVq1enadOm4muWX+Sp/qlTp4r/gN++fcPExIRWrVphYGCQ48ru7du3bNmyheHDhzNlypQ836umTZsSGBiIiYkJERERhISEiGloHR0dLC0tFZ7jzZs3XL9+HQALCwvx/ZXJZAQGBrJ8+XIEQcDExITMzExatmxJq1atmDJlCtra2vlK3WZmZuLo6MiECRMoWbIkMpmMM2fOcOXKFRYsWCB6KcP/b8J6//49x48fB2DOnDk0bNiQFi1aMHPmTFq0aEHFihV/+Lzfc/v2bbp06VKkNK2Li4to71hUrl69SmhoKP379881GN+8eZMjR46wdu1aOnTowOvXr9m3bx9Llixh7969rFixIscsCYCjoyOPHz/GysqKqlWrcvXqVWXduJj4+vUr58+fx9XVla5du/Lrr7/i5OSEv78/69evp02bNjk+Li0tDX19fbHXA7Jc1ubMmcObN2/YsGEDkyZNYsyYMcrP6E/ibxOQ1dXViYyMFE3pf4QgCISEhOQ5vqSiokK1atWoVq2aglGFXDpRPlcbExNDbGwsnz9/FhsdTp8+LZojqKioiDXjChUqULZsWUqVKiVe5GloeSpaEAQEQSAzM5PExEQmT54spmhlMhkZGRlIJBIkEon4u1wR59WrV+L18udWVVVVGJWS/16hQgVUVVXR0dER09nfXyDL4cjHxwc9PT1MTU3z9d5Wq1aNqKgoBEFg06ZN/PTTT8ydOzfH4PbgwQP27Nkjatj+kdTUVD58+MDbt2958+YNAQEB4utct24d796948GDB9n0qAVB4PLly5w+fZoePXrg7e3N58+f+fjxIx8+fODTp0+kpqYCWavaUaNG0bBhw0KN+shXx7179yY2NhZbW1uio6OxtbVFS0sLHx8f8Xk/fvxIamoqEokEACMjI1q2bFmkuUu5oUdRUs1ycRQbG5tCb0PO+fPnxZON2bNnZ7tdEATOnTvH5cuX2bRpE82aNSMgIABLS0sWL16Mi4sLnTt3znVM0MnJiatXr4rmJd7e3pw4cQIzMzNl3bgIBAUFce7cOZ4+fcpPP/2EpaWl+P85fvx4fv7551wzV6mpqUydOlX8XleuXJlVq1bRokUL9u3bh7u7O+vWrcvTelNJ0fnbBGQdHR18fX3z5YsKiPO6hdF/VlFREZue/tiQcPz4ceLi4li6dCkymUxhhSqvGWdkZCCVSsWf8t8zMjKQyWSoqKiIFzc3N1JTU2nWrJl4XZkyZShdujRly5aldOnSlClThg8fPuDo6IilpSVlypShXLlyYvAvzNlocnIyGzduRF1dnf379/Prr7+KWtE/QlNTk8uXLxMQEMC0adNytMcTBIHTp0/j5OSEkZGRuIpKSEjg06dPYvDy8fFBU1MTPT09xo4di56eHu7u7ty4cYP79+8TEhKSTY9a3uDz9u1b9PT0ePbsGRkZGdjY2NC8eXNRG/rWrVskJiaKrluF4fvV8YcPHzAzM0NVVZU+ffpw8OBBvLy8KFmypNhnMGbMGBo1aoS1tTX16tUrtCPZ9zx9+hQ1NbUiNcd4eHigqalZJI9gQRA4ceIEd+/epUePHqSnp2cLkHLNbjc3N7FLX26z+fPPP5ORkUFgYCC7du3K8TkePnwoBt/69euTlJSElZUVkydPLrA1ppIs/P39cXR05OXLl/Tt25c9e/bg5eWFmZkZ2tra7Ny5k1q1auX6ePmiQc60adMYPXo0kZGRrFq1SrRNVMpg/vn8bQJy69atuXr1KlOmTMnX/eU12bS0tFzTYoUhPDwcHR0dIEvpS1VVFVVVVVGOs6C0b9+eVatW0b9//zzTmPK0XXGYrn8fjNeuXUvp0qVp27Ytt27d+uH7KwgCL1++RCKRYGhomOMJUkZGBg4ODnz69Al9fX2x21o+eqSlpUWLFi0YNmwYLVu2zPbeaWlp8eXLF2QyGfb29qiqqhIWFiZ2ub979w5AbGxr06YNx48f59ChQ2JaPSIiggcPHrBt27ZCv0+CIHD27FnCwsIUtlOhQgXCw8PF8Z369esrnBTFxMTw8uVL5s2bV+jn/p5bt24pCDEUBhcXF/r06VPobQiCwIEDB3B3d8fKygozM7NsPuJSqZTt27fj5eWFlZUVNWvWJCUlBVNTU9q1a0efPn1YsmQJa9euzfFE+dmzZ6IOctOmTREEAQcHB+rXr5/nuJ+S7AiCwMePH7l48SJv3rxh8ODB7Nu3j/T0dHbs2EFQUBDz58+nR48eeX4nfHx8WLlyJZCVGbO1tUVDQ4NHjx6JHdXTpk1Tin38Rfxt3uWuXbuyZ88evL29fyg8D1nBUlNTk6CgoGLt9PteCrI4kHv/3r9/P89mlerVq5OWlkZCQkKRTjByCsaQ1cxla2vL+PHjc01byWQy9u/fj0QioVSpUtmCsVQq5f3792LjUalSpTA3N6dRo0Y0b96cGTNm0KxZszz338PDg82bNwNZjWD29vZ8/vyZlJQUsVtdS0tLwb9YJpNx+vRpIiMjxTP9s2fP0q1btwJJoaalpeHj44OXl5eY/v6jVeSQIUNy1e6Wc/fuXVq3bl0s37ugoCB8fX3F0a7CIBc1WbRoUaEeL3f6kjdYxcbGEhcXpzDbn5aWhqWlJTExMVhZWaGuri46d6mrq7No0SKMjY3p1atXjmnNt2/fYmtry8qVK8UappOTE76+vsq6cQGQyWR4eHhw6dIlQkJCGDJkCEuXLqVMmTI4Ojpy/fp1Bg4cyLp16/LMHgqCgLGxMa9fvwaytAE6depEWloau3bt4smTJxgYGBRLBkhJ/vnbBOQKFSowfPhwTp48iampab7+Qdu2bYuHhwcdOnQotv3Q0tLC39+/2LYHMGzYME6cOMHIkSNzbTKqUKECVatWJSQkRGEEqyDkFowhKwOhpqaGq6trjipL6enpohHA+vXrcXBwICIigs+fP/P582e8vb3FLmiAcePG0bZtW5o0aZKnlGNmZiZBQUF4eXllGw+S79f48eNxd3fn9u3b2WrJkHXyVaNGDcLDw6lVqxZhYWG4uLiwY8eOXJ9XEATCwsL4/PkzXl5eeHl5ERgYSJUqVdDV1aVFixaEhISQmJhIt27dWLZsmehclRdy44aFCxf+8L754fbt23Tv3r1ItdNHjx6hq6tbqBMEqVSKnZ2daBBStWpVLly4QM+ePcUTt4SEBExNTSlXrhwWFhaoqqoiCAK7d+8mNjYWKysrbt++TXh4eI4nFj4+Ppibm7Nw4ULxs/Xx8eHYsWPKeeN8IpFIuH//PleuXCEjI4PRo0czcOBAypUrh7OzM0ePHkVLSws7O7sfZtnevXvH+vXrxb+vXLlCyZIl8fHxwc7OjsqVKytHmv5H/G0CMsDYsWNZvHgxzs7O+ZKqHDx4MPr6+kyaNKlAM8x50b17d/T19YmKiiq2mkm3bt04cuQIT548yVMBq27duoUOyHkFY8iqm48ZM4aLFy/St29fhean+Ph4DAwMCAsL4+eff+bmzZskJyczZ84cdHR0aNq0KfXr1+fTp0+MHj2a2bNn5+p7GxYWhq+vr3jx8fERFcMgqz41cOBAKlasyIwZM9DQ0ODMmTNERERgZ2enMOf7PTVr1iQsLIy2bdty5swZevXqRZ06dcTnjYqKwsfHR7z4+vqSnp5Ow4YN0dXVZdy4cejq6lKtWjWx/h0aGkrTpk1Zu3Ztvldor169QhCEYjkJTE9Px9nZGWNj4yJtx9XVNceGuh8hkUiwsLAgNjYWS0tL1NTUkEgkPHr0SNwnuRSmtra26O8McO7cOX7//XdsbW2Ji4vj2LFjbNy4MVtzW3BwMMbGxkyZMkXBz9rS0lJZN84HCQkJ3Lx5EycnJ6pWrcrkyZPp0aMHpUqV4vPnz+zfv5/Y2FgWLFiQ40zx94SEhLBlyxaCg4OBrAWNqakpMpkMR0dHzp07x6RJk/j555+LTVhGScH4WwXkSpUqsWzZMiwtLalbt+4PU9fa2tp0796d7du3Y2xsXCxfogYNGtCjRw9sbGwwMzMrkmWjnFKlSjFhwgTOnDmTp4qSlpaWKPBeEH4UjOX06dMHR0dHzp8/T4MGDfDz88PNzU3s8NbQ0CAiIoL27dvj6enJqlWr6N27N0+ePGHbtm38+uuvDB06FMgKgl+/fhUDr5+fH35+fkgkEjFN36tXL4YOHcrx48epXbs2+vr6CnX0xo0bY2VlRdeuXbG3t89zhSr3mA4JCeHhw4csWLCA06dPiwE4MTGRevXq0bhxY7p37y7OHf/xvYiJicHW1lasU1taWhYoXXrr1i0GDBhQLMYNbm5uVKtWrUgiGGFhYfj5+RU4qMsb5zIyMti8ebOY3nz+/DmVK1dGV1eXwMBAjI2N6datG/PmzRO/tw8ePODSpUviinrt2rUMGDAg23jUt2/fMDQ0ZNiwYYwaNQrI+t5s3bqV+vXr8/PPPxf6df/bCQ0NxcnJifv379OsWTP09fVp06YNKioqxMTEcPz4cdzc3Pj5558ZO3ZsnjPBMTExnDlzhtu3b4vXzZ49mzFjxhAeHo69vT2JiYmij7mS/x1/q4AMWU1Q06ZNw9TUFDMzsx+OQS1YsIBVq1axa9cuFi9eXCxB+ddff8XIyIi1a9eyevXqHD1zC0r//v05f/48bm5uuWoB6+jo4OzsXKDt5hWMk5OTCQ4OFj2LAwIC+PbtG6dOnUJLSwuZTMbXr19p2rQpJiYmCsEyJCREdE06fvw4kyZNonz58hw8eFAMwJmZmWhra6Ojo0Pv3r2ZO3cu9erVExtAPDw82Lp1K8OGDcvmLfzgwQNevXoFwIwZM3IMxvLxNH9/f548eUJ8fDyXL18G4Pr16zRp0oS2bdvyyy+//FCRDbJ0uu3t7WnTpg1Vq1Zl6tSpBWpWiYyM5PXr14Wu1f6RW7duMXjw4CLVT11dXWnfvn2B0r5JSUmYmJhQvnx5Nm3apFByePDgAX379uX9+/ds3ryZn3/+WcE0wNPTkz179rBx40YaNGjA5cuXiY+PF4Ve5Mgdgrp3767QHCbv3t+2bZuybvwHBEHg999/x8nJibdv39K9e3esra3FY6BEIsHJyQlHR0fat2/P7t2780wrp6amcunSJVFeWM66devo2rUr9+7d48CBA/Tt25dZs2YphT7+BqgIxd3FVExcvHiRc+fOYWBg8MP0YFRUFIaGhtSuXZuVK1cWWJQhJyQSCYcOHeL+/fsMHTqUESNGFLmmcv/+fc6cOcOePXtyXHkHBQWxcuVKHB0d87UCkwdjgJkzZxIeHk5QUJB4iY6OpkqVKtSrV4+6devSoEEDtLW1sba2Fuc/Z86cKdroyYVUAgMD2b9/v2jgAFnSlQ0aNEBHRwcdHR0aNWpE3bp1cwxo8pTwlStXWL58Od27dxdvk0qlHDhwgMePH7N69WqcnZ0pX748CxYsIDQ0lICAAPz9/cVLQkICtWvXFkVPAHbt2lWgZi6pVMqpU6e4fv06CxcupESJEpw+fZo9e/YUKCCfOnUKf3//IqlpyQkICEBfX5/jx48XanQPst7nhQsXMm3atHzpwEOW3OfGjRupWbMmq1evVjiBi42NZfbs2cycOZMTJ05kMw/x9/dn3bp1LFy4kD59+hAcHMyKFSswMzNTSD3Hx8ezdu1amjVrxm+//SYG3vfv32NiYoKFhUWhzTP+jaSmpuLs7IyTkxNJSUkMHTqUIUOGiE2NgiDw6NEj8bsit+HMjfT0dG7evMnFixeJj48Xr1dRUcHKygoNDQ127NhBcHAwv/32W66SqEr+ev62ARmymlV27NjBoEGDmD59ep7p4+TkZOzt7fH29mbOnDn06tWrWM7A/fz8OHfuHM+fP6d58+Z06tSJ1q1bU69evQKvxgVBYNWqVXTs2JFJkyZlu10mkzFx4kQsLS3Fs2JBEEhJSSEmJkbUlA4PD8fX11dMu0JWullLS0tUKqtbty716tXLceVkYmLCq1ev6Nu3L7q6ugQFBREYGEhgYCDJycloaGgQFRUFwKxZs+jevTs1atTI1/uZnJyMnZ0dISEhbNiwQXRQgqzUmYWFBQkJCUyZMoWkpCQePHggWiyWKVMGbW1ttLW1RanT+vXrU65cOXFWsk+fPuKYRn6IjIzExsaGlJQU1qxZQ+3atfn111/55ZdfClR3zczMZPbs2SxZsqRYOk/37NlDRkaG6BVcGHx8fNiwYQMnT57MV2lFfuLauHFjli1blu1k5PLlyxw+fJhy5cphYGBAp06dxNsiIyPR19dn+PDhjB8/nszMTAwMDNDT01PwIU9KSmLDhg3UqVMHfX198X8kLi6OZcuWMWHCBLHs8V8nLCyMGzducO/ePWrXrs3IkSPp0aOHwknS+/fvOXz4MLGxsUybNi3P0TaJRMKdO3c4f/48pUuXJj4+nhIlSiCTyahSpQomJia8efOGo0eP0qtXL2bNmlXok0Elfw5/u5T19/z00080atQIOzs7Fi9ezJw5c+jcuXOOX0hVVVUMDQ15/PgxR44c4fz584wbN47u3bsXqQ6so6PDunXriI6OxsPDg2fPnnHy5EkAGjZsSJ06dUQbwcqVK1OxYkXREUru/lSyZElUVFTIyMhg0qRJbNq0iSZNmqCurk5SUhKJiYniJTU1lWXLlqGnp0d0dDTR0dGi24qGhgY1a9ZETU1NDMYODg5oaWnl+BozMzP5+vUrISEhYur6wYMH4u3Ozs7ExsZSt25d+vXrR/369VFTUxNnTL29vWncuLGCP2peBAcHs3nzZmrWrIm9vT2lSpXCx8eHoKAgbt26xefPn8X77t+/Hx0dHfT09PD29qZNmzaYmprmepLz7ds3gAIFw2fPnrFt2za6d+/OvHnzKFu2rFgS+N6xKT+8ePGCkiVLFstqIi0tjYcPH2Jubl6k7bi4uNCtW7d8fb/DwsIwNDSkXbt2LFq0KNv/kCAIojKdXH1LTlJSEsbGxnTu3Jlx48YBcOHCBdLS0hTS0XK7vmrVqrFy5Urxs5TJZNjY2NCyZUuGDBlSpNf8T0eelr558ya///47Xbt2FTXgv/9MgoODOXr0KO/fv2fcuHGMGjUq189ZKpVy9+5dzp07R6VKlWjfvj0vXrygYcOGxMXFUalSJebMmSM6sxkaGtK6deu/6iUrKQB/64AMULt2bWxsbLh37x47duzg4sWL/PLLL3To0CHbQUVFRYWffvpJrI84Ojqyb98+evXqRdeuXWnRokWeNnl5oaGhwbBhwxg2bBgymYzg4GDRXjE0NJRXr16JQfVHDlCQtUpVVVUVnZwqVaqkkGrv3bs3GhoaVKtWDQ0NDSpUqICKioqYpu7UqRNr164lMzOTsLAwceX8/e/yICY/aXj+/DkAa9asQUtLC319fSZPniw2FQUHB7N+/XpRPH7Xrl28fv06z/QYZKXILl26xOnTp4Gsz2zFihV8+/YNVVVVkpKSgCwrywULFlCvXj0qV66s8FpXrlxJVFRUrmWBU6dOAVlp1R8hlUo5evQod+/eZcmSJWLNPjMzk7Nnz4qa1QXh9u3bDBo0qFh6FFxcXKhVq1aR0rZSqRRXV1dWr179w/sGBQWxceNGcVX0x/+bzMxMli9fDpDNi1ne9FWrVi0WLFiAiooK/v7+nDt3DisrKzFISCQSzMzMKF++PGvWrFFYfZ86dYqYmBg2btz4n60bx8XFcf/+fW7fvk16ejoDBw7k119/zTbJERcXx+nTp3nw4AEDBw5k//79Cv8r3yOVSnn48CFnz56lbNmy/PLLL3z48AF3d3cGDhzI48eP0dXVpV69ehgZGTFw4MAcTVKU/H34W6es/0hqaiq3bt3i8uXLVKpUicGDB9OnT59cG1oEQcDLywtnZ2devHhBcnIyenp6NGvWjKZNm9K4ceM/5cspCAJSqVR0f5I7QMklM+WpyuHDh4vdp3ICAwMxMDDgzJkzlChRgri4OKKiooiKiiIoKEgMTI0bNyYqKorY2FjKlStHrVq1qFmzpniR/62pqUlycjJmZmYIgsDGjRtF4Y5Lly5x584dtm/fjo+PD5s3b2bYsGGiQYSrqytXrlxh69atyGQyIiMjCQ0NVbiEhISI6W2AgQMHUq9ePerXr4+mpianTp3i3bt3rFu3Ls9uYhsbG8qUKcOyZcuy3ebl5cXGjRsZMGAAcXFxeQah8PBwrK2tyczMFFPUch48eICjoyN79uwpUED+9u0bCxcu5NChQ/mSHs0LQRD47bffGDVqVI7z4Pnl2bNn7N+/n4MHD+YZ5Hx9fTEyMmLEiBFMnDgx230lEgnW1tY8e/aMzp07K8wRC4KAjY0N3759Y/PmzZQrVw6pVMqKFSvo0qWLqPomlUoxNzcnJSUlW5PYy5cvsbKyws7OrkB1/38DgiDw7t07bt26hYeHBy1btmTw4MF07tw5W7kgJSWFK1eucOXKFdq0acOMGTPEsb4/Ip9JvnjxIqVKlWLy5MlIpVIOHTpEy5Yt0dPT49ixY7Ro0YKIiAhKlCjB4sWLlSNm/wD+9ivk7ylfvjw///wzw4cP5/Hjx9y9e5ejR4/Svn17unTpQqdOnRSCs4qKCs2aNaNZs2YIgkBgYCCenp58/vyZGzduiCsyLS0ttLS0qFmzJhoaGlStWhUNDQ2qVKlSqBW13Pf4j2RkZIiuTSNHjmT//v3ExcVRuXJl4uPjiY+PJy4ujrS0NMaMGUPJkiXJzMykcuXKqKqq8vXrVwCmTJmiEIDV1NRyPSh/+/YNY2Nj6tWrh76+vkLaa/To0bi7uzN37lxSU1OZO3cu7dq1Ez18vby88PX1ZfLkyaSlpSGTyahZsya1a9dGS0uLdu3a4e3tTbly5bC1tVWoF4eFhbFlyxYqVqzItm3bcjWolzN9+nQWL17MkCFDso27nTp1ihEjRtC2bVtsbW0RBCHH1+vm5sbOnTvFrtHvP4M/OjoVhDt37tCxY8ciB2PIsrWMiYlRsHksDPJu6LyC8cePH9m0aRMTJ07MUSUuKSkJMzMz0ef6j1KZR44cwdfXFxsbGzHIyk8UJ0yYAGS9rzY2NsTHx2Nubq4QjCMiIrC3t2fx4sX/qWCcmJiIs7Mzt27dIiEhgf79+7Nr1y6Fk0M5EomEGzducP78eerVq4epqWmugTMtLU1ckFSuXJkZM2bQuHFj9uzZw5cvX1iyZAlBQUHs27cPVVVVPnz4wKRJkxg5cqRS+vIfwj/yUypTpgz9+vWjX79+hIaG8uTJE65fv8727dtp1qwZrVq1olWrVujq6ooBSEVFRWwYkhMbG0tISIhYY/X09CQmJkZ0fxIEgdKlSyu4K5UtW1asC5csWVK0VszMzBSNJqRSKZmZmWRkZIjmFKmpqWIau1SpUuKYz4ULF2jTpg21a9dGQ0ODhg0b8vHjR6pXr46hoSFVq1YlMzMTIyMjatWqxYYNG/J9kuDj44Opqano1qSiokJ8fDwRERFiWtvLy0u8/969exEEgerVq6OpqSmOezVq1IgFCxagqakp/mPL68XyGcnv0+0vX77E1taW/v37M3PmzHwdDDQ1NRkzZgx79+7Fzs5ODDSfPn3i8+fPrF69mrJly5KQkCAqdsmRd8S7urqydOnSbEpfkGVqoKKiQu/evfP13smRSqXcu3evQI1keXH9+nUGDBhQpL6G+Ph4Xrx4waxZs3K9j6enJ5s3b2bOnDkMHjw42+1RUVEYGxtTq1YtunbtyqNHjxRGDJ2cnHjw4AG2trZiytTb25srV65gZ2dHqVKlRC3q0NBQUcFLTkZGBlZWVvTo0aPA7/k/Eflq+P79+zx58oRGjRoxceLEXGv88rqvo6Mj6urq6Ovr07Zt2xxPsBITE7l+/TpOTk7UqlWLxYsX06FDB65fv87SpUvp1asXS5cu5cCBAzx9+hQAPT095s2bV2gNfiX/G/6RAfl76tSpwy+//MIvv/xCZGQkr1694v3799y7d4/4+HhxTlZHR4eGDRtSr1498Sxe7gOcU41Ubp34R6cniUSikIqWp6Pl1ovf2zCWLl1atEv83jbxe09fU1NTSpcuzcKFC8V/xvr162NlZUW1atWQSqWYmppSpkwZ1q9fn2swlslkCunt27dvizq1/v7+LFiwgKioKKRSKZUrV6Z69er4+voCWSNNaWlpbNmyhaZNmyqsIHV0dHj06JFC+uzZs2fY29tnmy8WBAFHR0cuXrzIb7/9luu8dW6MGzcOZ2dn7t+/L6ZzT58+zYgRI8TMR6NGjfj48aMYkENDQ8Va5vbt23OsQUulUhwdHZk8eXKBV8ceHh6UK1cuVw/ZghAVFcWzZ8/Yu3dvkbbz6NEjmjZtmquDj4eHB7a2tvz22285rsSDg4MxMjKiffv2/Prrr6xcuVIcfYMs96njx49jbm4uPodEImHr1q1MmDCBBg0aIAiC6CpkZWWVrWx0+PBhMjMzmTt3bpFe69+diIgI8TubmppKnz59sLe3V8gWfY9MJsPV1ZVTp05RpkwZFixYQNeuXXMMxDExMVy9epWbN2/SpEkT1qxZg56enljWSk5OxsjIiCpVqognZ+XKlWP16tVKDep/KP/4gPw91atXZ/DgwQwePBhBEAgPD8fHx0dUpDp+/DiJiYlUrVqV2rVrU7t2bWrVqkX16tVRV1dHQ0MDdXV1ypcvT8mSJalSpQpVqlT50/a3RIkS6Ovrs3LlSk6fPi3W5Fq0aEFmZqbYORkXF8eKFStwcXEhLi6OuLg4Mb0t/5mQkIAgCFSpUoW4uDggy9N09OjRaGhoKDSIyWQyrKysaNCgAcbGxlSrVg0HBweOHj3Kli1bFPaxa9eu7N+/n+joaKpWrZrrfPH34042NjaFcq0qW7YsCxYswN7ennbt2ola2t/XjPX09PD09KRfv348fPiQ3bt3M2TIEKZPn57rSvzhw4eUKFGiwCcI8P+buYqjGenWrVu0a9cu313rufHgwQOFAPo9Li4u7Nq1CwMDgxyduj59+oSZmRnDhg1j8uTJ+Pr68vXrV/G9+fTpE1u3bkVfX5+mTZuKjzt58iQVKlRg7NixCILAkSNHxPrwH8sRjx8/5uHDhzg4OBSL0t3fDYlEgoeHB/fu3eP9+/e0bduWOXPm0LFjx1y/g4Ig4O7uzsmTJ0lPT2fKlCn07t07xybBwMBArly5wqNHj2jbti3m5uY0bdqU5ORkDhw4wJ07dxg1ahQTJ07k5s2bHDp0CICJEycybtw4pcDHP5h/VFNXUREEgfj4eMLCwvj69at4kaepY2JikEgklCtXDjU1NSpUqEDFihVRVVWlQoUKqKqqih7GpUqVUvhZsmRJZDIZgPhTEARkMhkymYz09HQyMjJIT09HIpEoXD5//kxMTAyQFUT/2KWtqqoqjlVVqVJF/Cn/XX5RV1fnzJkz3Lp1i40bN+aoiR0dHc2mTZtQU1NTsMlLT09HX1+fZs2a8euvvyoEILldXmBgIMHBwdnmiwMDA9myZQt16tRh1apVRRZmsbe3JyEhgczMTJo0acK0adPE2z59+oShoSE9evTgxYsXrFixIs/VgFQqZeHChUyZMqXAo05hYWEsWrSII0eOFPnELCMjg1mzZrFq1Sratm1b6O0EBgayatUqTpw4kU3d7Pbt2xw6dIgNGzbkuKJ//vw5NjY2zJo1S5wF3rlzJyoqKixevJjQ0FAMDAyYOnWqwqzwx48fMTIyYtu2bWhpaYnfMSsrq2yr9JCQEFauXMmqVavy7W3+T0AQBHx9fbl//z6urq6oq6vTv39/+vTpk2dvgTwQnzlzhoSEBCZMmMDAgQOzBW75ONSVK1f4+PEjffv2ZdSoUWhpaSEIAq6urhw+fJi6devy66+/oq6uzsSJE4Gs3prdu3cr/Yr/BfyrVsg/QkVFRQxkOTVOfC/CkZCQQEpKCklJSWIjVlJSEmlpaSQmJpKRkYFUKhV/ZmZmoqKikuOlZMmSlClTRryULVuWSpUqUbZsWcqUKUPHjh358uULV69eZdCgQfTu3Zs1a9aQmJjIvn37cmwG+SNSqRQHBwc+fvyIjY0NWlpa2e4TGBiIqakpbdq0YfHixQoHhbJly7Jx40b09fWpVauWgj9tixYtOH36NG3btsXe3l4h4MrFW37++eccu3gLw/z580XhlD92VJcvXx6JRMLDhw85fPjwDw9CDx8+pFSpUoVeHXfp0qVYsiRubm5UrFixyKnvBw8e0L1792zB+PLlyzg6OmabIZYjD9YrVqwQa+ypqam4urqKBhNGRkYMGjRIIRinpaWxbds2pk6dipaWFpcvX8bJyQlLS8tswTgtLQ0LCwuGDRv2rwnG4eHhuLq64uLiQnR0ND/99BMmJiY0bdo0z++6IAg8efKEs2fPkpiYyLhx4xg0aFC2jEFGRgYuLi5cuXKF+Ph4hg8fjr6+vli3DwoKYs+ePXz9+pV58+bRo0cPrly5Is6My/Xmlfw7+E8F5B+hoqKCqqrq/0y9Rk9PDwsLCy5fvky9evWoWbMmjx8/FjtacyM5OZktW7aQkpKCra1tjh3Nnp6eWFpaMmbMGH755ZccDyY1atRg48aNrF+/nho1atC9e3eePXvGhQsXABgzZowYjOWzvvfv3y/2mtX3AV8ubCAIAvfv32f//v1AVof4j4KxVCrl7NmzTJs2rcC144yMDO7fv8+aNWsK/gJy4MaNGwwbNqxIJyzyuVN9fX3xOrlM6Y0bN0Rv6u8RBIGTJ09y69atbMHa1dWVOnXqoKWlxbp162jevDnTp09XePzRo0dRV1dn5MiR3Lx5E0dHRzZv3pyta1pux6impsbUqVML/Rr/DiQkJODm5oaLiws+Pj60bduWSZMm0blz5x+mg2UyGW5ubpw9e5bU1FTGjx9P//79swXimJgY7ty5w82bN6lUqRJjxoyhV69e4v3S0tLEz3Xo0KEYGRnx+fNnRo4cCWSVuxwdHZUzxf8ylAH5b0T79u3FGeahQ4dSpUoVdu3axdixY3OtTcm7ZeXBNKd/0AcPHrBnzx4WL178w7Rt48aN0dfXx9ramsuXL/PlyxdWrlyJj48Pt2/fpm3btsTFxWFlZUVSUhJbt27NtbmosHz69Iny5cvz008/YWFhwebNmzl06BCenp5s2LCBpKQkTp48maPIxfc4OztTunTpQq2O3d3dqVix4g9FUfKDj48PX758yZelaF68fv2a0qVLi65KgiBw6NAhHj9+jKWlZbYgKZVK2b59Ox8+fMDa2lohayIIAjdv3mTw4MFYWlpSoUIFli1bpvB+vnnzhgcPHrB9+3ZcXFw4cuQImzZtytER6M6dO7x+/RoHB4diccL6q0lPT+fZs2e4uLjw+vVrGjduTO/evTE0NBTn9vNCJpPx6NEjHB0dSU9P55dffqFfv34KTZiCIPDp0yeuX7+Ou7s7rVu3Zvny5bRr10583wVB4OHDhxw7doxatWphZ2dHRkYGJiYmfPz4EYDFixfn2Dmv5J+PMiD/TZDJZDg4OFC7dm3GjBnDvn37WLx4MeXLl8fZ2ZmBAwdme8yXL18wNjamQ4cO/Prrr9kOhIIgcObMGa5du4aRkVE2e7zcaNmypVjbnj9/Pt27d6dx48YsXLgQFxcXjh49SosWLTA2Nv5TztDlndWTJ09mypQpTJ8+ndatW7Njxw7U1dVJT0/HwcEBPz+/bCtCOfLO6unTpxdKXas4nJjk3Lhxg759++ZpL5kf7t+/T9++fcUxux07dvD+/XtR6vR7UlJSsLCwIDExMcesycePH4mIiODjx49ER0djaWmpcNKXkpKCg4MDs2bNwt/fnz179mBoaJhjOtzPz4+DBw9iZGRULLPafxVSqRRPT08eP37M06dPqVatGr1792b+/Pn5dnjLyMjg4cOHXLp0iYyMDDEQf/9epqWl4eLiwo0bN4iMjGTAgAHs3r0724nsp0+fOHDgAHFxccydO5eGDRty4sQJnjx5AmRZkJqamuarhKXkn4kyIP8NEASBnTt34u3tjYWFBerq6lSrVg0LCwuqV6+Oo6Mjffv2Vfgnf//+Pebm5owePZoJEyZkCxxSqZSdO3fy9u1brK2t8y3MEBISgrm5Oe3ataNt27YcP34cbW1tWrRoQUZGBnZ2dsydO5eRI0f+KTKI388d37hxg+TkZCDLTF0eVMqWLUv37t1xcXHJNSA/ePCAMmXK0LNnzwLvQ0hICJ8/f2bdunWFfyH/R3x8PI8ePcLBwaFI20lMTOT58+dMnz6djIwMbGxsCA0NxdraOlsQjI6OxsTEhKpVq2JhYUH58uWzbe/69eskJyfz/v17bG1ts5VpDh48SO3atVFXV8fOzo41a9bkqH+clJSEhYUFEyZMyPcJ3/8SeRB2c3PDw8OD8uXL06NHD9HQJb/f6ZSUFG7fvs3Vq1dRVVVl/Pjx9OrVS+F/9OvXr9y8eZP79+9To0YNRowYQa9evbKlvSMiIjh69CgvXrwQ9fflCnny/Rk9ejQzZsxQCnz8y1F+uv9j5POc79+/x9LSUgw6bdu2xdLSEhMTE2JjY7lz54446vLkyRO2bt3K/Pnzc1w5y2vKycnJ2Nra5nvVktN8saqqKhs2bFCYM+3Zs+efpkl8+vRpevfuzdatWwkICMDKyorSpUuzfv16atWqJTYk9e7dG3t7e2bNmpUtMyBfHc+cObNQq+Pbt2/TrVu3fKUqf8S9e/do1qwZdevWLdJ2Hj16ROPGjdHQ0GDTpk2kpKRgaWmZbf43KCgIY2PjHBv35ERHR+Pm5gYgmkF8z8uXL3ny5AkzZszAzs4OAwODHHsEBEFg27Zt1K1bVzSd+DuSWxA2NTWlSZMmBfoux8XF4eTkxI0bN6hbty6LFi2iU6dO4jYkEglPnz7l7t27fPr0iW7dumFsbJzNPAKyVs7nz5/nypUr9OzZEzMzMx48eMDSpUvR09Ojfv36REZGsn79eqVF4n+E/9TY098NQRA4cOAAz58/x9LSMscmpejoaNHebu/evbx+/Zpjx45ls8eTExkZiYmJCTVq1GDNmjX5Sinn5V8cERHBnDlzgCx5y8+fP1OjRg3mz59fyFedO58+fWL16tWUKVOG9u3b89tvv4kB59mzZ9ja2oozmTKZjDlz5rBw4cJsHb23b9/m2rVr7Ny5s8ABWSKRMGPGDAwNDWnRokWRXk9mZibz5s1j7ty5OaqHFYSVK1fSrVs3UajE0NAw22crz5qMHDmSSZMm5Rpo9PX1+fz5M5s3b862qk1MTGTJkiW0bNmS58+fZ/s+fM+FCxe4desW27Zty1VP/n9FRkYGb968yRaEe/ToUeAgDFnd1pcvX+b+/fvo6ekxbtw4mjdvLm4nICCAu3fv8vDhQ9TV1Rk4cCB9+/bN0RgiMzOTe/fucebMGTQ1NRk1ahSvX7/G2dmZbt260bhxYy5duoSOjg5Lliz5R5UBlBQN5Qr5f4QgCBw7dgx3d3dRlSsnNDQ0OH/+POPHj2fhwoUA2NraKog2yPH398fU1JTOnTuzYMGCfDXXyH2kg4KCsulRe3p6Ym1tzdChQ+nUqRNWVlZ07NiR27dvM2LEiGJt5srMzBRHnObOnZutftu5c2emT5+OqakpW7ZsoUGDBgwZMoTr168rBGSpVMq5c+cKvTp+8uQJ6urqOc5wFxQPDw9UVFSKPAIUFBSEj48PsbGxNGrUCAMDg2xdu48fP8bBwYEFCxbkaVrx+fNnPn/+TN++fXNMMR84cICkpCSeP3/OkiVLcg3Gb9684ezZszmu0v9XJCcn8/LlSzw8PHj16hWqqqqFXgnL8fb25urVq7i7u9O9e3fs7OxE0ZuUlBQePXrE3bt3CQoKokePHrmuhuH/zyQfP34cQRAYNWoUoaGh2NnZ0b17d6ysrLh79y6nTp1i3rx59O/f/z/rjvVfRRmQ/0ecO3eOBw8eYGVllavloJxSpUrRoEEDAgMDgSxvXh0dHYV05MuXL7G2tmbChAn8/PPP+fpHlteLNTU1sbe3Fw+sgiBw8eJFHB0dWbhwodgdbG1tjZmZGRkZGRw4cAAjI6NCvnpFvl+FW1hY0LJlyxzvN2LECFJTUzE0NMTCwoJBgwZx9uxZQkNDRWnP+/fvU65cOXr06FGofSnOZq6rV68yfPjwIncdnzhxAoDWrVvz22+/KWxPEASuXLnCmTNnWLduXZ6pzYiICHFkSm63+D3Pnj3j4cOH4u25GWBERUVhbW3NggULcq3h/1VERUWJPuXv3r2jbt26dOnShXHjxhWoJvw9mZmZeHh4cPXqVQICAhgwYAB79uxBU1MTmUyGp6cnzs7OPH36lHr16jFw4EB69uyZ57jku3fvOHr0KFFRUXTp0oWEhAROnDhBjx492L59O/Hx8eKxYOfOnT88Jij5d6JMWf8PuHr1Ko6OjlhYWOSqeSsnNTUVS0tL4uLiqFWrFm/evKFatWqUKFGCFStW0KBBA27fvs3BgwdZtmxZvpuY5PXioUOHMm3aNHE1mZqayrZt2/D19WXdunXZDrjx8fEYGBgQFhZWLKIET58+Zfv27SQnJzN69GgxMOfFqVOnuH37NhYWFjg6OlKxYkUWLFhARkYG8+fPZ/bs2YVq5pKPeB07dqzIamM+Pj6sX7+eo0ePFmmu3d/fn2XLlqGtrY2Dg4NCgJHJZKKphrGxcZ7+yomJiaxZs4bg4GDmzp2bzfYzMTFRdHtasmQJgwYNynE7GRkZrF27Fm1tbZYsWVLo11VYBEHgy5cveHh44OHhQWBgIM2bN6dLly507ty5SLKkycnJ3L17l+vXrwNZJ4ADBgxAVVWVwMBAHj58iIuLCzKZjF69etG3b18FQ46cCAgI4NixY3z69IkmTZqQkZGBj48PAwYMYMyYMVSpUkWcE58+fTojRoxQror/wyhXyH8xd+/e5fTp05ibm/8wGMfFxWFqaoqqqioWFhaUKFGCJUuW0K9fPxITE1m1apUo9blp06Z8pVnlo1CXL19m2bJlCivJkJAQNm/eTLVq1di6dWuOTU2VK1dm9+7djBkzRnRlKoyVoEQi4cCBAzx+/Jj+/ftz9+5dfvnll3w9dvLkychkMtasWcOMGTPYt28fEyZM4OnTp2KtsDDcuXOHHj16FDkYA1y7do3+/fsXKRh7e3uzatUqgGzBWCKRYGdnx5cvX7C1tc1zTEcikWBmZkZaWhplypShf//+2e5jYGAAwK+//pprMIaslLYgCH9KD0FupKam8ubNG169esXLly9JTEykffv2jBo1ig4dOhQ5ZR4WFoaTkxP37t1DW1ub2bNn06VLF+Lj48W6cGhoKF27dmXp0qW0adPmh1mP0NBQzp49i5ubG1WrVkVNTQ1fX1+GDx/OunXrqFy5Mp6enhgaGlK5cmW2bt1a5MY/Jf98lAH5L+TRo0ccOHAAExOTPFczkHWQMDIyomnTpixfvlxMTy9duhQzMzNsbGx4/PgxYWFhpKWlkZ6e/sPnT05OZuvWrXz58iWbAcTTp09xcHDI5uCUE6VKleLy5cuMGTMGW1tb3r9/z9y5c/Mtav/lyxesra1RVVVl+/bt7Nq1S8HR6UeoqKgwbdo0KlWqxMGDB4GsEoC7uztz5swp1AojPT0dZ2dnjI2NC/zYPxITE4Obmxu7du0q9Dbevn2Lubk5kNVM9/1rSkxMxMzMDEEQsLa2zrMbPDMzE2trawCaNm1KpUqVsp0knDlzhtDQUMaOHasgm/lHHjx4gJubG9u2bftTTSMEQSAkJISXL1/y8uVLPn78iKamJu3bt2fp0qW0aNGiyM8vCAJv3rzh+vXrvHr1im7durF582Zq166Nh4cHpqamvH37lpYtWzJq1Ci6deuW4/jYHwkLC+Ps2bM4OzsDiBr3o0aNYuDAgZQrV47ExEQcHBx48uQJ06dPZ+jQoYXqd1Dy70MZkP8inj17xo4dO1i/fv0Pu3flPsZ9+/bNpkalp6dHz549+e2332jQoAHHjh3jyZMnWFlZ0bp1a+bMmZNj/Sm3enFmZibHjh3jzp07LFu2LN/dwKVKlcLa2prVq1fj7u7O27dvxYNlbgiCwJ07dzh48CCjRo1i8uTJ+Pv78+HDB3ElWBBGjx5N5cqVsbe3x8nJCXV19VybkH6Em5sbGhoa6OrqFurx33Pjxg3atm1baAEHuX3iuHHjcHR0VFD4ioiIwMjIiHr16qGvr59nYBIEgb179/L161fWrFnDihUr2LFjh8J93r9/z+nTp2nQoIHYzZ8T/v7+7N27lw0bNvwp9c20tDTevn3Ly5cvefXqFXFxcejp6dG1a1eWLFlSbA2ESUlJPHjwgFu3bpGUlMSAAQOYPn06vr6+nDlzBk9PT7S1tenRowdLly7Nt2FDeHg4jo6O3L9/X7yuWbNmjBgxgq5du4r+0W5ubuzdu5fGjRuza9cupV+xEgWUAfkvwNPTE1tb23w5/bx69QpLS0umTp2arc4HWQfk9+/fA1CvXj2qVq3KiBEj6NmzJ0ePHhVTjhMmTBBHLnKrF8fGxmJtbU1iYiL29vYKnsf5oVmzZowaNYp3797Rs2dPTExM6NevHzNmzMi2mkhKSmLHjh14eXkpqIadO3eOIUOGFHrmt0+fPlSoUAFzc3NiY2MRBKFQK+Tbt28XSzOXRCLh1q1bhdbAdnZ2Zs+ePejr6+Pn50f79u3FsRdvb282bdpEz549mTdv3g9XVY6Ojrx48QJbW1tu3LhBu3btFD7j4OBgUfxk+/btuW4nMTGRLVu2MH78+GLxhYasbnhvb2/evHmDp6enOE7XoUMHFi1aRKtWrYp1Fe7n58fNmzdxdXWlYcOGjBo1ilKlSuHh4cGyZcuoV68ePXv2ZMGCBflW6YKs/8ezZ89y79498bo+ffowYsQIhSxYZGQke/fuFdXv/sxZfiX/YAQlfyofPnwQxo0bJzx8+PCH971//74wduxY4dGjRzne7uvrK0ybNk3Yu3ev8O3bN2HSpEnCzZs3Fe4TEBAgmJmZCePGjROOHz8uHDhwQBg3bpzw+PFjhft9/PhRmD59umBjYyOkpqYW+vWlp6cLS5YsEY4fPy58/fpVWLt2rTBr1izhyZMngkwmE59r1qxZgqmpqRAXF6ewrz///LMQHR1d6OcXBEG4fv26MHz4cGH48OHCvHnzhMTExAI9Xr4fSUlJRdoPQRCEO3fuCIsXLxZfe0G4du2aMH78eOHNmzdCZmamMHPmTOHZs2eCIAjC06dPhXHjxglXrlzJ17Zv374tTJgwQQgMDBRSU1OFCRMmCO/evRNvDwkJEd+zvN5/mUwmGBsbC2ZmZoV6Td9vJyAgQLh8+bJgYmIijBs3TpgyZYpgbW0t3LlzRwgPDy/0tnMjPT1dcHZ2FlatWiWMHTtW2Lx5s7B//37BzMxMGDNmjPDbb78Jjo6OQmhoaIG3HRoaKmzatEl8D4cPHy6cPn1aiImJUbifRCIRzp07J4wbN07YunWrkJCQUFwvT8m/EOUK+U/E19eXTZs2MWfOnDy7kQVB4Pz581y6dClXzelXr15hZWXFpEmTGD16NCoqKmzYsAFjY2M0NTVp164dAA0aNMDQ0JDff/9drIe2b99ebPgSBAEnJyeOHz/OzJkzi+xAVKZMGQwMDFi5ciV6enps2bKF+/fvs3v3bjGNLJd8/GMH6fnz5+nfv3+RhA8kEgnnzp1j7dq1PH36lEePHrFs2TLR2zk/3Llz54djK/lBEASuXr0qfj4FedzZs2dxcnLC3NycJk2a8OrVK2QyGe3bt+fKlSucOnWKVatW0aVLlx9u79mzZ2KvQv369XFycqJ27dpiOSEsLIylS5cCWYIjeb3/Z8+e5evXrwoyjvl9TV+/fuX9+/e8ffuWN2/ekJ6eTsuWLWndujUzZsygfv36f8oqMTg4mHv37vHgwQNSUlKoWrUqtWrV4tmzZ+jo6NClSxdmzpyZo0Xpj/D398fQ0JDExEQAqlatyty5c+nSpYuCkQTA77//zr59+yhbtmyutphKlHyPMiD/SQQFBWFkZMTEiRPzdGaRyWTs27cPDw8PLCws0NbWznafe/fusW/fPpYuXargXNSiRQt+++03rKyssLKyEpu0QkJC2L9/P+3atWP48OHcuXNHPGgEBweTmJiIubl5sdRLISt1vmDBAqysrNi6dSsDBgxAV1eXRYsWAaCrq0uPHj0UDr6hoaG4u7uzd+/eIj333bt3UVNTo1u3brRs2ZIXL15Qv359Nm7cyLhx4xg/fnyeHbHp6ek8fPgQExOTIu0HZIllxMXFFajrXBAEDh48iJubm8IY3N27d+nTpw/79+/n6dOnbNmy5YeNgABeXl7Y2tqycuVKWrZsiUwm49q1a0ybNg0VFRUiIiLYsGEDEomETp065Xmi+PLlSy5duoSNjc0PT1ZkMhmBgYF8+PCB9+/f8+HDB1JSUmjatCl6enoMGzaMJk2a/GlazGlpaTx+/Jg7d+7w+fNn8fqSJUuipaVF586d6dy5MxoaGoXa/tOnT7GwsBD/7tmzJ1OnTs2xTyAyMpKDBw/y5s0bpk6dypAhQ/6RDlhK/nqUAflPICwsDENDQ0aMGMHo0aNzvZ98dCUoKAgbG5tszTLCd25NJiYmOQpm9OrVi2/fvmFoaIilpSWhoaHZ6sUdO3bE3d2dLVu2AFC3bl0iIyNp1KhRsR0gBwwYgJ+fH5s3b+aXX35h9+7d9OvXjxEjRuDo6Mj8+fMZOnQoY8eOpXLlyly4cIFevXoVqUFIIpFw/vx5FixYgIqKCpUrV2bGjBlcuXIFMzMzHBwc+P3331m2bFmu9XE3NzeqVauWo/JZQbl27RpDhgzJd+1T7tj04cMHBcemuLg4nj59Sp06dShRogR2dnb5ep9CQkLYtGkTs2bNEpvzPDw8kEqldOvWjYiICNatW4cgCKiqqrJ48eJcV6jh4eHY2dmxePFihW58ORkZGfj6+ooB+NOnTwiCQPPmzWnRogWjR4+mUaNG2VaNxYkgCHh7e3Pp0iWePn2qcNtPP/1Ely5daNeuXaEzHxKJhN27d/PgwQPxuoULFzJo0KAc/28kEglXrlzh/PnzdO/enb1791KlSpVCPbeS/yZKYZBiJioqitWrV9OjR488/XqTkpIwNzdHJpOxcePGbCM/UqmUXbt24enpiampaZ5uTYIgcOLECc6fPw/AmjVrFGZxnzx5Io40jRw5EhcXF27dukVKSgoDBgygb9++xTIDmZaWxvjx44GsVOj33st+fn6cOnWKd+/e0blzZ1xdXdm7d2+BG8m+x8nJibt377J9+3YFP9k1a9bQpEkTpk6dyvHjx7lz546oYPbHA6mBgQG9evVi+PDhhd4PyFrxL1myhEOHDuUrBS+RSLC2tiY8PJxNmzYpPObgwYNcvXqVNm3asHbt2nwFlJiYGPT19enTpw/Tpk0TrzcwMKBbt250796ddevW0axZMzw9PZkzZ06u3tgSiQQDAwNatGjB/PnzEQSByMhIvLy88Pb2xsvLCz8/P1RVVWnRogUtWrSgZcuWNGjQ4C8Z34mPj+fAgQO4uroqXD9mzBg6dOhA8+bNC32iKfzfOJSRkRHyQ2PZsmWxsbHJMXslf8yjR484duwYampqLFiwQJmeVlIolCvkYiQhIYGNGzfSvn37PINxTEwMRkZGaGpqsmbNmmwrKrk6V2xsLHZ2dj88wKekpPDlyxfxb/mKRiqVcuzYMe7du8fKlSvF+uOYMWMYPXo0b968Eced6tatS+/evenVq1eharrBwcHY2tqiqalJdHQ0nz59onfv3uJ7oKOjg5GREZ8/fxblGy9dusTo0aMLdTIgkUi4cOECCxcuVHifVVRUWLZsGcuWLaN79+7Mnz+fXr16sWPHDh4/fsyiRYvEg2VgYCD+/v7Fkq52cnKiZ8+e+XrvkpOTMTMzQyaTYWlpqSBE4u/vz9WrVylTpgzGxsb5CizJyckYGxujp6fH1KlTxeu9vLz48uULixYtYt26dXTu3JmEhASaNm2aa6paEATs7Ozw9/enS5cumJub8/nzZxITE9HW1qZp06YMGzYMXV1datas+Zd1CoeFhXHw4EGeP3+ucP38+fPp2rVrvseTciMkJAQnJydu3rwpXjdw4EAWLFiQZ8bj48ePHDx4kJiYGGbMmKHwnVeipKAoV8jFRGpqKhs2bEBTUxMDA4NcVwqhoaEYGRnRunVrFi9enK22FBMTg6mpKWpqaqxbt+6Hpvby+eIaNWpgYGDAlStXuHXrFsuWLePy5cskJyezbt26PGdik5OTcXd3x8XFhffv39O8eXM6d+5Mly5dfihFKAgCt2/f5vDhw6KoSGxsLAYGBgwcOFCUY/z+9c2bN49ly5bh6emJi4sLbdq0YdiwYbRt2zbfKyy5stIfFazkXL16lWvXruHg4EDFihWRSqVcunSJ8+fP07FjR2bOnMmlS5dIS0vLUde5ICQlJTFr1iwsLCx+qO0cExODsbEx1atXZ82aNQpiKq9evRJPDi5evJiv1HdGRgbGxsaUKVMGQ0NDhQAur3n6+vrSuXNn9PT0cHBwYNeuXeKJQ3JyMv7+/vj7++Pn5ydqWZcoUYKuXbvStGlTdHV10dHR+VPFQP5IfHw8b9++5cyZMwQHByvcJtfZLmq5JTQ0lCdPnnDq1ClkMpl4/caNG+nYsWOegTUsLIyjR4/y+++/M27cOEaPHp1vYRwlSnJDGZCLgYyMDExMTChRogRGRka51s18fHwwMTFh4MCB2dSXIGuVKa8V//bbbz884OQ2X2xhYcHTp09RU1Pj0KFD+bJglBMTE8PTp0959uwZ79+/FxtiOnbsSKNGjRROIBISEti+fTs+Pj6sWrVKoTs8ODiYNWvWMGbMGDGNDXD48GG+fv2KoaGh+Hw3btzg3r17lCpVioEDB9K/f/88VzwSiYS5c+eyaNGiXLuOBUHAzMyM0qVLs3btWvG9jomJ4fjx42Jd0MTEpMhes5cvX+bZs2dYWlrmeb+wsDA2btxIy5YtWbJkicLne+vWLQ4dOkRmZiZDhgzJlzSl8H9KXd++fWPLli0Kn3NISAi//vorKioqDB8+nEmTJjFlyhR69+5NvXr18PPzw8/Pj7CwMKpVq4aOjg5SqZRXr15hYGCg0Dz4V5CUlMSHDx94+/YtN27cIDMzU7ytevXq/Pbbb7Rp06bIq8+wsDDc3Nx49OiRaNYC0KNHDyZOnPhDOdv4+HjOnTvH7du36d27N1OmTFHaIyopNpQBuYjIpQmjoqLYvHlzrsHP09OTLVu2MGXKlBwFPz58+IC5uTnDhg1jypQpeR545M1ef9Sjlo/dnDx5kkaNGuHn58fkyZMLPIYjJzk5mVevXvHs2TNev35NZmYmrVq1onXr1giCwIULF9DV1VXwLf6egIAADA0NGT58OBMnTiQxMZE5c+bk2DEslUp5+fIld+7cwdPTkzZt2oiNOX8UGbl69SrOzs5s27Ytz9eVkJDA0qVLGTNmTLb3fN++fVy/fp0KFSowcuRIRo0aVSgN6/x6Hvv7+2NkZJRNfU0QBI4cOcL9+/dZsWIFlpaWChZ/uSH8n5f2q1evsLa2VvDdTU5OZurUqUilUiBL3e3t27cA1KpVCx0dHfHSsGFDKleuTHx8PMuXL2fUqFF5NiIWB4IgEB4ezsePH/n06RMfP37MtgrW09Nj5MiRtG/fvkgrYUEQ8PX15dmzZzx79kwhCJcrV46xY8cyePDgHzZfJScnc+nSJa5du0br1q2ZOnXqDz8jJUoKirKGXAQEQWDXrl0EBwdjZWWVazCWe9UuXrw4x0YauT6w3Ac4L1JSUrC3t8+mR52amoqDg4NoPN+0aVN8fHwwNzcnICCAJUuWFDjlqKqqyk8//cRPP/2EIAj4+/vz8uVL9u/fr/Ae3L17F11dXRo1aqSQttPW1sbCwkIcsyldujS6uro5ju+UKlWKLl260KVLFyIjI3FxceHSpUvs3LmTjh078tNPP9G+fXtUVFS4ePFinh3CcuRp/w0bNqClpaWwEvbx8WHhwoU0aNBA7GQfMWIEw4cPL1BnbH48j9+9e4e5ubnYWCYnPT0de3t7AgMDsbW15c2bN9SvXz9fB/pLly5x/fp1VqxYwYsXLwgKCiIoKIgvX74QFRUl3m/EiBGEh4cD5NpEJ5VKsbS0RFdXN8eTxaIikUgICAgQA/CnT59ISkpCXV2dmJgYcTUsPwnr1q1bkWbCJRIJb9684fnz5zx//py0tDRUVVXF96V169aix/ePgn1aWhpOTk5cvHgRHR0dzM3Ni6UjX4mSnFCukIvAsWPHcHV1xdraOtcU6/Xr1zl27Bhr167NMTUqX9GuXr2ajh075vl8f6wXy1elwcHBbNmyhWrVqqGvr6+wWoqJicHS0pLk5GQMDAyKdFYfEhKCjY0NKioqLF++nKSkJNHw3svLi4SEBLS1tWncuDHa2to0aNCABg0aEBMTw5o1a4iPj8fIyOiHr/N7goKCePToEY8ePSI6OhqJRALAkSNH8t3I4+Liwt69e7GxsaFu3boEBgayatUqjh8/Lh74P3z4wPnz53n79i0//fQTI0eO/KG1HsDq1avp1q1brqvKp0+fsnXrVhYsWKDgshQXF4e5uTklS5bE0NCQSpUqsWLFCgYNGqRwUpacnMzXr1/FS2hoqEJ3cdWqValduzb16tWjfv36lC1blm3btgFZY1hJSUksWrSI2bNn59pVvX//ft69e4eNjU2Byhs5IZVKCQoKwtvbG19fX3x8fPjy5QuqqqpiI1hMTAzh4eEEBATQsmVLevToQdeuXRW+twUlLCyM169f8/vvv+Pp6UnlypXR09MjLS2NL1++EB0dTb9+/Rg6dGi+BEEkEgl37tzh3Llz1KhRg+nTp9O6detC758SJflBGZALyaVLl7h06RJWVlY5rjoEQeD06dPcuHEDY2PjbGfVBfGyhdzrxY8fP2b79u2MHDmSKVOm5NgUlZmZydmzZ7l8+XKh1LmE/zOFOHTokNi49ceVhSAIREVF8fnzZ7y9vQkMDCQwMJDY2Fhq1qwprtIgq2mmadOmqKmp5Xs/BEHAz8+PFStWAFlNRw0aNKBdu3a0bNmSFi1a5BlMTpw4gYuLC1ZWVly4cCHXZq7g4GCuXbuGs7MzTZo0YeDAgXTr1i3Hhp0feR7LjTT09fUVVtCBgYGiXeasWbOIjY3Fw8NDNJJISkoiIiKCiIgIkpOTqVSpEnXq1KF27dp8+/aNDx8+MHv2bIYMGaLwmsPDw1m8eDESiYRt27aho6ODnZ0dKSkpGBoa5vheOzs7c+DAAbZu3VogDWfIWj3KV+W+vr74+voSEBBAmTJl0NHRoUmTJjRq1IjKlSvj5+eHh4cHnz59onnz5vTs2ZNu3boVOggnJyfz9u1bXr9+zevXr4mKiqJ58+a0adMGVVVVvL29cXNzo06dOgwdOpRevXrl62QjLS2NO3fucOnSJdTU1Jg6dSqdOnVSdk4r+UtQBuRCcO/ePQ4ePMiWLVvQ0dHJdrtMJmPPnj28fPmSTZs2ZRvrkQuCBAYGYmpqmueBUC6reOnSJYV6sVQq5ciRIzx48IAVK1bkmTKV8/79e+zs7Khbty6LFy/Ol5l7YmIi27dvF715c5L1zIv4+Hh8fX3Fprfvu1krVKhArVq1qFWrFtWrV0dDQ4Nq1aqJP6tUqaIQ+K9cuYKLiwtbt24lKSmJV69e8ebNG96+fUt0dDSNGzemVatWtGzZksaNGyvUtQVBYOfOnXh6ehIREYG1tXWes6KJiYncv3+fe/fuER0dzU8//UT//v1p0qSJeHC2tbVFTU0tWwOWVCrl8OHDODk5MWHCBGrVqkVMTAyxsbHcuXNHXOWXKVMGiUSCmpoaCQkJAIwaNQpNTU1q1KhB9erVqVGjhljb9vHxYcOGDSxevDibGlh4eDjr1q0jKiqK9u3bY2JiwrNnz9i2bZtCV/X3+Pj4iCn9vExPZDIZ4eHh4knWly9fCAgIIDw8nIoVK6KtrS1mRho3bkytWrUICAjg2bNneHh48OXLF1q1akWXLl3o1q0b6urquT5XbqSmpuLl5cX79+959+4dnz9/pk6dOrRt21Z01nr69Cn37t0jISGBPn360L9//3xlOSCrFHTjxg2uXLmCpqYmEyZMUAZiJX85yoBcQOQpSGNj4xyVs+TBNjg4mE2bNmVLq37vZbtx48Y8XY6+rxdv2LBBTDfL09CpqamsX7++QNZ0ycnJHD16FBcXFyZPnszIkSNzlfXz9PRk69atNG3aNNfGrfzw6NEjjh8/zr59+yhRogTnzp3j5MmTjBgxgpYtW/L161eio6OJjo4mKiqK6OhoYmNjAahcuTKVKlWibNmy+Pr6UqVKFfr16yf6+pYrV45y5cqRkJCAj48P3t7e+Pv7A1C+fHmaNWuGrq4uTZs2RVtbm+nTpwNw8uRJKlSoQGZmJpmZmchkMqRSqfh7eno6aWlpoi3g9evXSUpKEl+TlpYWISEh6OjoULFiRRITE0lKSiIhIYG0tDSF+1WtWhV1dXUx1dylSxdGjBiBuro61atXp0SJEkyfPh1jY+NcTxJCQ0NZvXo1v/zyS7Y6rzwYt23blqdPn7Jx40bq1auXZ6pa3sQ1fPhwxo4dC2R9N0JCQvj69Wu2nzKZTEyLa2tri7VudXV1VFRUyMzM5OPHj3h4eODh4UFCQgIdOnSgS5cudOjQocA14cTERD5+/Cgqgfn5+VGtWjVatmxJy5Ytadu2LVWqVOHFixfcu3eP169f06pVKwYMGEDnzp3z3S+RmJjItWvXcHJyol69ekycOJG2bdsqA7GS/wnKgFwA3r59y6ZNmzAwMMhxRZqcnMzmzZuRSCQYGxtnC2Dfvn3D2Ng4X162udWL3717h5WVFe3bt2fRokWFnn18//49O3fupGzZssydO5dWrVqJt0mlUo4fP86tW7eYM2cOgwYNKvQBShAEli9fzsCBAxk2bJh4vdySsl27dixYsCDbAVsqlRIXF0dsbCwJCQkcP34cf39/JkyYQGJiIomJiSQnJ4tB8/sAmp6eLnYYFwYVFRXKli1L2bJlxYBfrlw5SpQogZeXF3/8l/m+Bnrw4EHCw8PZunWrWKuUSqXs3r2bV69eYWhomK084eLiwrlz59i1a1eO77Nc/a1Xr17MmDFD4bavX7+yYcMGunfvTpUqVXj+/DnW1tbY29uTnJyskKrOyMggKiqKr1+/ivPOffr04du3b4SGhhIfH0/lypWpU6dOtkutWrWylSni4+P5/fffefXqFb///jslSpQQG/P09PTyHRSlUilfvnzB29tbvAQHB6OlpSUqgbVo0YLq1asjCAIfPnzAxcWFJ0+eUKFCBVFtriAyrN++fePq1avcu3cPXV1dJkyYQIsWLZSBWMn/FGVAzif+/v6sW7eO+fPnKxjGy4mNjcXExAR1dXXWrl2brV7l6+uLqakpPXr0+KGXbU71YkEQuHz5MqdPn2bu3LlFCpJyJBIJV69e5fz58+jp6TFr1iwEQcDGxgbIkl0sjCPO93h6emJtbc2RI0eynTxER0ezbds2QkJCWLZsWa5eu2lpacydO5dly5bluyFMJpOJF/mq18vLCxMTE/r06SMKYMgpU6aMWKetVasWmpqaaGhooK6uTtWqValcubKYSUhPT2fq1KkMGzaM5ORkfv/9dyIiIsRtmZqa0rp1a0qWLCl6CaemprJx48YczQ3Wr19Pp06dcmwMS0xMZM2aNeJ42fefeXBwMIaGhvTs2ZMRI0Ywd+5cRowYQWxsLG5ubnTv3h0VFRWioqKIiIggNjaWkiVLiicrPXv2pF69emhqalK7dm3q1KmT5+iXIAj4+Pjw8uVLXr16hY+PDw0bNqR9+/Z06NCBpk2b/lDYRSqVEhoair+/v0JGo0yZMjRu3JgmTZrQpEkTdHV1FerLgYGBuLi44OrqikQioUePHvTu3RtdXd0C/R94eXlx+fJlnj9/TteuXRkzZky+TDuUKPkrUAbkfBAREYG+vj4jRoxQELmQExYWhpGREc2aNWPp0qXZVhI5WSfmxPf14qVLl9KzZ08gK3Xt4OCAt7c369ato0mTJsX6+uLj4zl16hS3bt0CslZ8K1euLBZjgI0bN9K8eXMmTZqU4+3fN4z17duX6dOnZ1stX758mcePH2NnZ1ekk5DTp0+L9nmCILBv3z7c3d1ZsWIFlSpVIjw8nPDwcL59+0Z4eDgxMTHExMSQmJiIiooKampqqKuri7OsAwYMQFVVlczMTJycnPJ87k2bNqGhoYEgCOIKW25RaGlpiZGREeXKlUMikZCeno5EIiEhIYEDBw4AWXKnqampJCUliSIaGRkZQNaKXr7NqlWrEhMTA8Do0aOpUqUK1atXF+vRv//+O0eOHMHe3j5fTVxxcXG8efOGV69e8erVKzIzM2nbti0dOnSgXbt2udaDBUEgJiZGrDkHBgYSEBBASEgIpUqVon79+jRp0kQMwrVr18722cpFPFxdXQkPD6dLly707t2bNm3aFGg2WSaT4e7uzuXLlwkKCmLQoEGMGDGiSMYmSpT8GSgD8g9ITEzEwMCA1q1bZ9NNhqyVs7GxMb169WLOnDnZbs/NOvGPyOvFgYGBGBoaivXioKAgtmzZQvXq1TEwMMiz5lyU17hjxw7c3d2pXLkyKSkp9O7dm/HjxxeoPv1H/P39Wb16NYcPH/7hfoeHh7Njxw6CgoKYNWsWffr0QUVFpVCr45wQBIE5c+awYMECsdwgCAJXrlzh9OnTCidAf+T79HlMTAzm5uY0aNCALl264O/vL+or6+rqIpPJkEgkCgIU+UFdXZ2yZctSpkwZypYtS4kSJUQbwa5du6Kurk7FihVRVVXl27dv3Lx5Ez09PWbPnk25cuUwMDBg6dKlvHr1SjSs+ON3Ud7EZWhomGs2Ijk5WcHDOCgoCG1tbTp06ED79u1p2rSpmCkQBIGkpKRsY1mhoaF8/fqV9PR0atWqRYMGDRTG4DQ1NXM9sQoODubJkyc8ffqU4OBg2rRpQ69evejSpUuBR7Li4+O5d+8et27dQhAERo4cycCBA38oR6tEyf8KpTBIHkgkEjZt2kT9+vVFi7/vkQs+jB8/nrFjxyrcLh97cnJyytU6Uc739eKtW7eK9eJHjx6xY8cORo0axeTJk/8UJx1541bjxo05deoUampqhIaGcu7cORYvXkznzp0ZMWIEzZo1K/Dq9NKlSwwYMCBfJxE1a9bE3NycJ0+ecPDgQW7fvs38+fN5+/YtNWrUoEOHDoV9iUCWV3FGRobCLLiKigpjxoyhbt262NjY4O/vz5QpU7KtvkqVKkW1atWoVq0ar169okqVKtjb2xMUFMTt27cZMWIE8+bNE9+fGzducOTIEQUhmMTERAICAhQugYGBYtd5gwYNxI7zqlWrcvToUcqXL8++ffsUVqGfP3/m3LlzzJ49mzFjxgBZut7Vq1enQoUKuLi4sHPnzmyfVXx8PFu2bGHy5MkKwVgikeDl5cWbN2948+YNPj4+1KxZkxYtWjBo0CDq1asnjrS9ffuW+/fvExUVRVRUFJGRkaSlpYl159q1a9OwYUN69OhB7dq1qV279g/ryIIgEBAQIAbhiIgI2rdvz88//0zHjh0L3AwmCAKfPn3i5s2bPH36lGbNmjF79my6dOmi9CRW8rdHuULOhczMTCwsLMSu6D8eWJ49e4atrS3z589nwIABCrcVxDpRXi8eMmQI06dPp0SJEkilUg4dOsTDhw9ZtWpVkVaGuSGRSDh69Cj37t1j3rx5DBgwINtB/Nu3b9y4cYO7d++iqanJiBEj6NmzZ74ayaKjo5k7dy67d+8u8Co7LS0NR0dHLly4AMDcuXOLrCBlY2NDtWrVmDVrVo63BwcHY21tTdmyZVm9enWu6Ux5J3TTpk2xsLBg4sSJjBkzRuw03r9/P0+ePGHDhg0/tOB7+vQpVlZWbNq0ibCwMMLCwggPD8/m7auqqkqVKlUIDQ0Vrxs8eDCqqqqULFmSc+fO0bhxY3x8fGjQoAFjxowRR8zkK/Y9e/YAMHnyZF6/fs2nT59y3KfSpUtTunRpUlJSxOeuXLkyGhoaVK9enWrVqokpcPnfBV1xSqVS3r9/z8uXL3n27BlxcXF07NiRbt260aFDh0KJk6SkpIi2opGRkfTv358hQ4YUyd5TiZK/GmVAzgFBENi9ezcfPnzA2to6W6PLw4cP2bVrF6tWraJr164Kt31vnWhiYpKr8Hxu9eKIiAisrKyQSqWsW7euwGIN+cHPzw87OzsqVKjAqlWrfhgw09LScHFxwcnJicjISHr06EHfvn3z7Eo9ceIEgYGBbNy4sdD7uX//fpycnChdujS9e/dm3LhxebpW5UZiYiIzZszAwcEhT6tHiUQiirUsWLAgm5VecHAwy5cvZ+rUqZw6dYolS5aINobJycni525kZJSv+qSpqSlNmzZl4sSJ4nXnzp3j+vXrWFtbo6mpSUJCAjExMTx69IgLFy7QuHFjevToQXJyMklJSQp2gZAlPykf5SpRogQxMTF8/fo1x+evWLEi7dq1o1GjRpQvX14MvmpqauKlqI5KcuLi4nj58iUvXrzg9evXlC9fno4dO9KxY0fatm1bKCcpQRDEVfvTp0+pX78+Q4YM4aefflI6Lyn5R6IMyDng6OjIrVu3sLGxoXr16gq3OTk5ceLECTZs2JBNSi+/1om51YtfvXqFnZ0d3bt3Z968ecVudyeTybh48SKOjo6MHz+ecePGFSiNJxfqd3Z2xtXVFVVVVVFxSUdHRwxeEomEmTNnsnbt2gILichJS0tj9uzZrFq1itq1a3P27FkeP35Mx44dGTt2bIEa265fv46rq6vYPf4jPDw82LVrFzo6OixevFj8DuzcuZM7d+5QoUIF1q1bJ6Z+5SWH2rVrY2BgkM0MIyeioqKYN28eBw4cEGfV79y5w5EjR7C0tFSQOH316hWWlpb8+uuv9O3bV7xeIpEwb948+vbti5OTExYWFqSmpuLt7S12MMv1m7t06UKfPn1o3rx5gbS6C4tUKsXHx4fXr1/z8uVL/Pz8aNy4sRiEtbW1C92gFxYWhrOzMw8ePEAikdCnTx/69eunNHtQ8o9HGZD/wP379zl48GC2g6IgCDg6OnLt2rUcpTCDg4MxNjamVatWeVonhoaGYm5uLjZpVapUCZlMxqlTp7h27RqLFi3KVXO4KISHh2Nvb09CQgKrVq0q8qhHRkYGL1++5MmTJzx//pyKFSvSrVs3OnXqREhICDdv3mTHjh2FPuheuHABDw8PUTsbsoLYlStXuHPnDo0aNWLIkCF07dr1h93gy5cvZ+jQoQwcODDfz5+YmMjhw4d58uQJkydPpkePHmK628HBQVSAevHiBXZ2dgwdOpSpU6fmu85/9uxZvL29MTIyAv6/4IyJiQktWrQQ7/fs2TNsbGxYtmyZQtNZeno6O3bsUNC1VlFRoVq1aqJiloqKCkePHsXMzCzXJq7iQhAEgoOD8fT0xNPTk3fv3lGmTBn09PTo0KEDHTp0KJJWdXx8PE+ePOHRo0d8/vyZjh070q9fvyK7QSlR8ndCGZC/4+XLl1hZWWFkZKQglCEIAgcPHsTNzU1s8vqejx8/YmZmJh6UcwtCz58/x87OTqFeHBcXh42NDdHR0axfvz7PenNhEASBBw8esH//ftH6r7jTeRkZGbx9+5YnT57w4sUL4uLigKzab7t27dDS0ipQYE5NTWXOnDno6+vTrl27bLcnJSVx7949bt++TVJSEv369WPQoEE51gvlaebvjSQKwps3b9i1axdhYWEAHDp0iBo1aiAIgphtyKtDOydkMhlz584VO77fvn2LmZkZBgYGdOrUSbyf3AVs+vTp1KxZU2wECwgIUKgnA2zYsAFdXV1x9RsTE8PKlSsZNWqU2PxVnMhHtj5+/Mi7d+/w9PQkOTmZli1b0qZNG1q3bl2kVTBknRS5u7vz+PFj3r17R9OmTenZsyc9e/YsUnBXouTvijIg/x9+fn6sW7eOpUuXinrRkNXctWPHDtGv+I/6z+7u7tjb2zNnzpxcrRPlq+uLFy8qHLzfv3+PjY2NaFifn1RnQYiPj2fXrl14eXmxbNmyHN2mips3b95gaGjItGnTRNnD7yUsmzVrRqNGjfJMx58/f15cGf7IF/rdu3fcvn0bd3d36tWrR69evejZs6eYZj5+/DhhYWGsWbOmUK8nKSkJIyMjfHx8AGjRogVjx47l4cOHeHl5YWhomG+9ZDmvXr3CwcGBw4cP8+XLF9avX8/cuXPR09MjJCSE0NBQTpw4IUpwlihRAi0tLXF8SFtbm3fv3nHx4kXKlCmDra0t2tra4vYlEgnr1q1DS0uL5cuXF4v6VGZmJv7+/nz8+FGUtExJSaFJkya0aNGCNm3aoKurW+TZ9fj4eJ4/f87Tp0/x9PSkYcOG9OzZkx49euTb3UuJkn8qyoBMVip01apVjBo1SsGvViKRYG1tzbdv3zA1Nc3WoHXz5k2OHDnCqlWr6NKlS47bzqleLAgCly5d4syZM6JrT3FL9r18+RIHBweaN2/O4sWL/5T55ZwwMzOjQYMGTJs2Dch6D319ffHy8uLTp094eXmRlJQkaiHLA0yDBg1QU1MTV8cGBgZ5Gh78keTkZDw8PHB1deXt27divfLEiRNs3LhRYeWZXyIjIzE2NiY4OBgNDQ127tzJkSNHuHv3LgArV67M1viVFzKZjOjoaFasWEHJkiVp3rw5bm5uQJZSWGZmJjVr1hRXv3369GH06NFoaWkpnMCkp6cze/ZsEhISmDhxIlOmTBFvEwSBrVu38vXrV7Zs2VLoZqmoqCh8fHzEWrS3t7e4z82bN6dFixY0atSoyAFYEARCQkJ49uwZz58/5/PnzzRu3JjOnTvTs2fPP6WpUYmSvyv/+YCckpIiShMuWrRIPLimpqZibm5Oenp6Nl1qQRA4efIkN2/eFBW6ckJeL65WrRqrV6+mUqVKJCUlsW3bNgICAli7dm2xy/alpaVx+PBhXF1dmT9/Pn379v3L9HnDw8P59ddfOXjwYI4SkZD13n379g0/Pz+FFGxERARVqlQR091Tp06ldu3a1KxZk+rVq1O5cuV8v474+Hjc3d05cuQIKSkpqKur07lzZ9q1a0fz5s3zle4MCAjA1NSUjh074u3tzYABA2jQoAGWlpaiu9D169epXLkyw4cPp1evXqSnp4viIXFxcURHRxMREcG3b9/49u0bUVFRZGZmKjyPiooKGzZsQEtLC01NTS5evMiVK1cwMTHJ1qcg58KFCxw7doy6devi4OCgEBQvXrzI9evXsbe3z5erkiAIREdHExAQoOBhnJiYSP369WnUqJEoZVm/fv1i+S6lp6fz4cMHXr9+zfPnz4mKiqJ169aiEUVukwlKlPzb+U8H5MzMTNF5ycjISOw4TkxMxNjYGFVVVTZs2KAwFyk3CpDPGOc2RiOvFw8ePJjp06dTsmRJfH19sbS0pF69eqJcY3Hi7e2Nvb09lStXZuXKlfmyVyxOjh07RlhYGGvXri3wY5OTkwkICGDdunU0bNiQevXq8fXrV8LCwkhMTKRkyZKirrT8oqamhqqqKqqqqqKKVcWKFUXFq71791KmTBl69+4tCl/80bSgSZMm1KxZk4yMDFG20t3dnf3799O5c2caNWrEqVOnqFu3LsHBwaipqdGjRw+SkpKIiYnh/fv32V5L3bp1xX3U1NQU7RQ1NTVxdXXF1dUVqVRKmzZtRPU3QRA4cuQILi4ubNq0KdeO4aSkJFGG1NbWViFov3jxAmtraywtLXO0BU1KSuLLly/iRS5rmZKSQp06dcRmsMaNG9OwYcNi6/KXyWT4+fmJDV8fP36katWqtGnThk6dOtG6detCzR4rUfJv4z8bkAVBYM+ePXz69AkrKytxRCk6Olq0r1u1apXC6iMtLQ0rKyuioqIwMTHJcRX4/Xzxb7/9xk8//STqNR88eJCJEydmU/UqKpmZmZw/f54LFy4wceJEfv755z9F1SsvpFIpM2fOFGVGC8ODBw84f/48e/bsUXh/JBKJqCsdExNDdHS0qDEtn8eV/0xKSkIikYg6z99TsmTJbCvUvPheFxqy5C07deokWj9WrFiRypUrU7VqVSIiInjx4gXPnz9HTU2N3r1707NnT4WGNkEQmDZtGvHx8fTu3ZuVK1eioqKCTCZj586dvHnzBnNz8zznwo8dO8aFCxcYPXo0c+bMEa8PCgrCwMCAuXPnoqOjoyBnGRYWxtevX4mLi6Nq1ao0aNBALBnUr1+funXrFuuInVQqxc/PT6HeLJPJ0NPTo02bNrRt25aaNWsqnZWUKPkD/9l5gatXr+Lh4SEKZEDWfKOhoSGtW7dmyZIlCkEtPj4eU1NTypUrh6WlZY4du9/Xi21sbGjQoAFpaWns3r2b169fi2NRxUlISAhbt24lNTUVa2vrAjcYFRfu7u5UqFCh0HPH8rq6XPXqe8qUKUPNmjULVE90c3Pj8OHD7NixA6lUSkZGBlKpFBUVFXH7cnWt4OBggoKCOHr0qMI2vg/GgwcPpmnTplSrVg0NDQ00NDQU5szlHcASiYSXL1/y8OFDLl68SNWqVenUqRMdO3YkNTWV+Ph42rVrx7Jly1BRUUEqlWJnZ8eXL1+wtrbONdWfkZHBly9fRPWyWrVqce7cOSIjIwkICBB1r7dv346qqqroWlW7dm1at24tSlkWd1ZGnvL28/PD29ubjx8/4u3tTdmyZcV687hx42jUqJFSulKJkh/wn1whyzujLSwsaNSoEZBVMzQyMqJPnz7MmjVLISiEh4djZGSEjo5Ori5IOfkXBwcHY2FhQeXKlTEwMCjW2pggCFy7do0TJ06I41bFLSRSENavX0+HDh0UmuIKwosXL9i+fTuHDh0qltdhbm5Oo0aNFFSwckMikWBnZ0dAQAAmJibUrl2bFy9esGnTJgBGjRpFQkIC0dHRREdHExUVRXp6OmXLlqVixYrZLuXKlaN06dLIZDI+fvyIr6+vwvOpqKjQunVr6tevz9WrV4GsBq4yZcooeDonJycTHx9PQkKC2HEtp1WrVlSrVo0qVapw+fJlSpQogZ2dHTVq1KBSpUp/yuozMzOT8PBwvnz5gq+vL35+fvj5+ZGQkEC9evVo1KiRGITr1KmjXAErUVJA/nMB2dvbmw0bNqCvry+6/nz+/BljY2PGjh3LuHHjFA4kvr6+mJiY0Lt37xzdnCBn/+JHjx6xc+dOhg8fzpQpU4p1dRAeHo6DgwPR0dEsX76c5s2bF9u2C0NISAhLly7lyJEjhZ4PXbduHW3btuWXX34p8v4kJyczdepUdu3a9UOpzfj4eMzMzChRogSGhoZUqlSJmzdvsnfvXgCsra2zNe0JgkBKSgoxMTFimlx+SU5OJi0tTaxJZ2RkkJ6eLnZT54W8dlu3bl0qVKiAqqoqampqVK5cmeTkZAwMDGjatCm2trbiY/bs2cPHjx+xsbEpljqs3DYxMjKS8PBwgoODCQkJITg4mLCwMFRUVNDS0qJRo0bo6OjQqFEjGjRooJSqVKKkGPhPpayjoqIwNzdn6tSpYjB+9+4dZmZmTJ8+neHDhyvc//Xr11hYWOTqYywIAmfOnOHy5cssW7aMHj16kJGRwb59+3j06BEGBgbFagwhCAK3b9/m8OHD9OvXD2Nj479FM8zt27fp2rVroYOxvLt3w4YNxbI/z58/p27duj8MxiEhIWI387Jly8SRIU9PT3r06EFERAS6urrZHqeioiI2k/0I+TYB6tSpw969e4mPjxcVuiZMmEBISAj+/v4EBARw//59ADQ1NalVqxbVq1enSpUqnD17FoDx48fz5csXypUrx8OHD3nw4AG7d+/O8XsgCAISiURccaenp5OSkiKuuuPj48VLZGQkkZGRYie4uro6mpqaaGlpoaurS//+/cVO8L+6P0GJkv8K/5mAnJ6ejrm5OR07dmTkyJHA/9cIXrBgAf3791e4v9xA4nsDge9JTk7Gzs6OkJAQsV4cERGBpaUlkCWvWJwG6FFRUWzfvp3g4GA2bNjwp0sh5hepVIqzszPr1q0r9DYuXbrEoEGDspl4FBY3NzcFcZeceP/+PZs3bxbT/eHh4WzZsgVVVVW2bt3K2rVrmTZtWpHSroIgsHfvXry8vKhSpQpjx44Vyx+NGzdmxYoV2WQfMzMzxdXp169fiY6OVpDH3Lt3LykpKaIbE2QpouWUgZFKpeLvKioqlC1blvLly4sGEpUrV6Zy5crUqlULPT09BQenos4XK1GipBAI/wFkMplgZWUlrF69WsjIyBAEQRCePn0qjB07Vnj06FG2+164cEEYP3688Pr16xy3FxQUJCxYsEAwMjISEhMTBUEQhOfPnwsTJ04Udu/eLUgkkmLd9wcPHggTJkwQHBwchKSkpGLbdnHg7u4uzJ49W5DJZIV6/Ldv34TRo0cL3759K5b9SUpKEkaPHi2EhITkep/79+8LY8eOFe7evSsIQtZnN2HCBOHAgQNCRkaG4OHhIcyYMUP8rhQGmUwmHDt2TJg5c6bw9OlTYdy4ccL79++FqVOnCvv37y/Q+zV8+HBh+PDh4mNCQ0OFSZMmCU5OTkJ8fLzw7ds34evXr9kuERERQnx8vJCenl7oz0eJEiV/Hf+JgOzo6CjMmjVLiIuLEwRBEB4+fCiMHTtW8PDwULifTCYT9u3bJ0ydOlXw9fXNcVvu7u7C+PHjhWPHjgmZmZmCVCoVjh49KowbN05wdXUt1v2OiYkRzMzMhGnTpgnPnz8v1m0XF5s3bxZOnjxZ6McfOXJE2LJlS7Htj7Ozs7BkyZIcb8vMzBQOHTokTJw4UXj9+rWQmZkpnDx5Mttnt27dOuH8+fNF2o8zZ84IU6ZMEUJCQoS9e/cKs2bNEsaPHy9cvHixQMHx5MmTwvDhwwVvb29BEAQhISFBmD9/vnDo0KEi7Z8SJUr+fvzrA7K7u7swbtw4wd/fXxAEQbh9+7Ywbty4bKvf9PR0wdLSUpg/f74QFhaWbTsymUw4efKkMH78eMHNzU0QBEGIjIwUDAwMhMWLFwtBQUHFut+PHz8WJk2aJFhbWwsJCQnFuu3iIiEhQRg9erQQGhpaqMenp6cLkyZNEt6+fVts+2RmZiacPXs22/XJycmCqampsGDBAiE0NFRISEgQjI2Nhfnz5wuBgYHi/fz8/ISxY8cW6T0/f/68MHnyZCEwMFCQSCTiCtfZ2blA20lLSxOGDx8uTJ8+XRAEQcjIyBDWrl0rmJubC5mZmYXePyVKlPw9+VfXkAMDA7G3t2flypVoa2tz9epVTp8+jampqUJncnJyMubm5qJ29R+bk76vF9va2lKvXj1evHjB1q1b6dq1K/Pnzy+2LtPExET27NmDp6cnixYt+mEt9H/J48ePadSo0Q+bp/J6vLq6Oi1btiyW/UlLS+P3339n5syZCteHh4djZmaGhoYGdnZ2hIaGsnHjRrS1tbG3t1doznJycqJPnz6Fnte9cuUKly5dYvPmzdSvXx8DAwMATExMCmzusXDhQgD27duHIAjs2LGDtLQ0jI2NlY1VSpT8C/nXBmT5OMvPP/9M165dOXfuHFeuXMHc3FxBPzo6OhoTExOqVauWY9dycHCwqJ5kb29PuXLlOHLkCLdu3WLRokU5NnwVFnd3d/bs2UOTJk3YvXv3X2IkXxScnZ3p169foR4rCALXr19n2LBhxTav6unpSfXq1dHS0hKve//+PVu2bKF3797Mnj2bGzducOLECaZMmZKtcz45OZlHjx4pjBUVhOvXr3P27FnMzc1p0KABhw8fxsvLi86dOxc4GHt7exMVFcW4ceMoV64cjo6OvH37Fjs7u79FZ70SJUr+BP7XS/Q/A6lUKqxfv16wsLAQm2umTJkiBAQEKNwvKChImDlzpuDg4CBIpdJs23ny5Ikwfvx44fjx40JmZqYQEREh6OvrC0uWLMmzaaigxMXFCZaWlsKkSZMEZ2fnf0QDTkREhDBq1CghPj6+UI/38vISxo8fL6SkpBTbPm3fvl04cOCA+Pfdu3eFsWPHCrdu3RISEhIEMzMzYebMmcKnT59yfPyNGzeElStXFuq5b926Jfzyyy+Cl5eXkJGRIdjY2Ahjx44Vhg8fXuCGtczMTIVGLldXV+GXX37J9v1VokTJv4t/5Qr55MmTxMbGsmHDBg4cOIC7uztWVlYKBvafPn1i06ZNDBs2jClTpiislGQyGadOncLJyYnly5fTrVs3nj17xrZt2+jRowfz5s0rFjUpQRB4/Pgx+/bto2XLlv+IVbGcp0+f0rJly0LbOt66dYu+ffsWmwe0IAi8fPmSlStXIpVKOXLkCA8fPsTIyIiyZcuybNkytLW12b59e47paOH/ZrxHjBhR4Oe+f/8+hw8fxsTEhDp16mBsbExycjJDhw7F39+/wONvp06dArKsLL28vNixYwdr167N1XBCiRIl/w7+dQHZ3d2dmzdvYmtry8GDB3n37h1WVlYKB0W5hrXci/h7kpOTsbGxISwsDDs7O2rVqsWhQ4e4c+cOS5Ys4aeffiqW/YyJiWH37t14eXmxaNEiunfvXizb/at4+vQpvXr1KtRj09LSePLkiTizXRz4+/uTmppKnTp12LhxI0lJSdjZ2fHs2TNOnjzJ1KlTGTVqVK7pcV9fX8LDw+nZs2eBnvfhw4fs27cPIyMjqlatioGBAbVr12bjxo2sWrWKcePGFWh7sbGxnDt3jvLly6OpqYm+vj6zZs0qcMpbiRIl/zz+VQE5NDSUbdu28dtvv3Hx4kW8vLywtLRUEOy/desWhw8fZtWqVXTp0kXh8V++fGHz5s1oaWlhb29PcnIya9asQSqVsm3btkI3L32PIAg4Oztz4MABOnbsyO7duwu9yvxfERsbi5eXV6FsFiHrhKh69erFaoTx4sULVFVV0dfXp0WLFqxatYo9e/YQGBjI5s2bc/UWlnP79m169epVoPrsvXv32L9/P4aGhpQqVYpVq1aJEqt+fn5ERkbStWvXAr2OjRs3ArB582Y2bdpEnz59GDp0aIG2oUSJkn8m/5qAnJaWxubNmxk4cCDPnj3D19eXLVu2iIYOwv/ZIl67di1blzVkrfi2bdvGqFGjmDx5spii7tWrF3PmzCmWFHVkZCQ7d+4kMDCQlStX0qlTpyJv83/B8+fPadq0Kerq6oV6vLOzM3379i1W8wF5mnfu3Lk0atSI1atX07BhQxwcHH6oAJaamsqjR48KtGK/efMmR48exdjYmJiYGLZv386sWbMYNmwYAC4uLnTr1q1AAf7Nmzd8+fKFbt26cejQIerUqcPs2bPz/XglSpT8s/lXBGRBENi+fTtqampERUXx5csXLCwsxHqsTCZj3759eHh4YGlpSf369cXHymQyTp48yfXr11m5ciUdOnTg4MGD3L9/n99++61Yxo7k9ckjR47Qo0cPVq9enS8d5L8rr1+/LnQKNSYmhrdv37J06dJi2ReJRMLOnTsB+PXXX4mOjsbY2JgZM2YwfPjwfAV9Dw8PatasiY6OTr6e89q1a+L43Lt377hw4QJr166lQ4cOQNZ3ys3NjeXLl+f7dUilUgwNDYGsEwSZTIaBgYFyvEmJkv8Q/4qAfPv2bd6+fUvdunUJCQkRLQ8hy0fW3t6egIAAbGxsFGrJSUlJ2NraEh4ejp2dHaVLl2b16tXIZDK2bduWp1F8fgkLC2PHjh18+/aN9evX/200qAuLTCbD09Oz0DaLz549Q1dXl2rVqhV5X8LCwrCyssLPzw/Iaq7KyMjAzs5O4aTrRzx+/DjfvQGXLl3i3LlzGBkZcefOHd68eYOVlRXa2trifd6/f09mZmaBvKHlK/wKFSoQFRWFlZWV0kFJiZL/GP/4gBwYGMj+/fspV64cycnJbN68WazJpqamsmXLFpKTk7GyslIQ/JDXFuvVq4ednR1v3rxh+/bt9O3bl1mzZhVZXF8qlXL58mUcHR3p168fGzduLLaO4v8lPj4+qKioiD7SBeX58+fFkqp3c3Njx44d9O/fn6ioKOLj42nevDnTp08vUHkhMTGR169fM3/+/DzvJwgCp0+f5saNG6xatYrDhw8jk8mws7PL5nP9+PFjunfvnm/LzW/fvnHhwgUAypUrh6mpaaGFSZQoUfLP5R8dkOV1Y6lUiqamJmZmZuKBLD4+HlNTUypUqMDmzZsVgqGbmxsODg6MGTOGn3/+mSNHjuDq6srSpUvp1q1bkffr8+fP7Ny5E5lMhrm5eY4Wfv9U3r17h56eXqFSqWlpabx584Y5c+YU+vklEgkHDhzAzc2NuXPn8vLlS+Lj4+nSpQtz584t8PY8PDzQ1tamZs2aud5HJpOxZ88eXr58yezZs9m5cydt2rRh8eLF2YK/VCrlyZMnYvo5P8gbuQBMTU2pXr16gV+HEiVK/vn8owPyrl27CA8Pp2HDhpibm4vNOxERERgZGaGtrc3KlSvF1W5mZiYnTpzg1q1b6OvrU7NmTVatWkWFChVwcHBAU1OzSPuTkpLC8ePHuX//Pr/88gs///xzNnu9fzqfP3/O1hCXX7y8vFBXV1eYBy8IwcHBWFtbU65cOWbMmMHJkydF1bWCjhfJef78eZ6d0BKJBDs7O4KDgxk4cCB79+5l+vTpjBgxIsf6tKenJ2XLlqVZs2b5ev5Xr14RFhYGgIWFhXLWWImS/zD/2Gjx4MEDXFxc0NDQEH1sAYKCgti4cSNdunRhwYIF4kouPj4ea2trYmNjsbOz4+3bt9ja2jJq1CgmTZqU7/Ribri7u7N37160tLTYvn17sYxI/R3x9vZm9OjRhX5s06ZNC9xdLQgCV69e5eTJk/Tr14/U1FSOHDnCnDlzaNu2LS9evFCo4eYXmUzGu3fvGD9+fI63JyYmsmXLFtLS0tDW1sbJyYmNGzfSunXrXLfp4eFB165d8/UapVIpJiYmACxdurTYNL2VKFHyz+QfGZDDw8PZtm0bALt376ZChQrA/1ffGjlyJBMnThQPij4+PmzZsgVdXV2WLVvG/v378fX1xcjIiFatWhVpX6Kioti3bx8fPnxg7ty59OnTp1jHef5OxMTEEBsbm+9u5D/i6+ub75WjnG/fvrFt2zaio6MZNWoUDx48oH79+uzcuZPq1avz/Plz6tSpU6ixtICAAARByPH1BAUFYWZmRuXKlREEgaCgILZu3ZpnFkUQBF68eMHKlSvz9fzyYNy2bVsGDBhQ4P1XokTJv4t/XECWSqXMmzcPgLNnz4rB+OXLl1hZWTFr1iwFIYU7d+5w4MABpkyZgo6ODqtXr6Zx48bs2LGjSI0zMplMNCro2rUre/fu/ccJfBSUr1+/Ur169UKbG0RGRubbjCMzM5MbN25w8uRJOnXqRJUqVbh+/Tpz586lf//+4klPWFhYobMRwcHB1K9fP1t25OnTpzg4OFC3bl2+fv1Kp06dWLhw4Q9ft6+vL+np6bRo0eKHz/3+/XvevHkDwKZNmwq1/0qUKPl38Y8KyJmZmYwZMwaAgwcPimnqhw8fsmvXLpYvXy7ODUskEvbu3cvz588xNDTk3bt3bNq0iTlz5jB48OAirWK9vb3Zu3cviYmJ/4pRpvwSFhaWZ/PTj0hISMjXScvnz5/ZvXs36enp9O/fnydPntCgQQN27dqVbVwqIiKi0PsUExOjoOKWlpbGwYMHcXV1RUNDgy9fvrBw4cJ8O1o9f/6cdu3a/bBvIDg4mHXr1gFw+vTpQu27EiVK/n38YwKyTCYTD2L6+vpi6vDq1aucOnUKQ0NDMTBGRkZiYWGBiooK69at48iRI6SlpRV4PvWPJCQkcPz4cR4+fMi4ceMYO3ZssSh4/VOIiIgosFHC95QvX57k5ORcb//69SunTp3i2bNn9O7dm4iICFxcXJg9ezb9+vXL8SQqJiaGJk2aFGp/KlWqRHh4ODExMXh4eODo6EjZsmVRU1OjRIkS2NvbU7du3Xxv7+3bt/Tv3z/P+3z9+hVDQ0P69+/P+PHjleNNSpQoEflHyADJlbg+ffpE586d6dWrF4IgcOzYMc6dO8fmzZvFYPzmzRuWL1+Ojo4OQ4cOZdOmTTRq1Ah7e/tCB2OZTMbt27dZuHAhMTEx7Nq1i0mTJv2ngjFkzXUXRWGsUaNG/P7779mu9/HxYdu2bSxZsoRSpUrRr18/XF1dqVatGnv37lVIUee0T4Wd7+7atSvp6enMmDGDe/fuoaOjQ0JCAq1bty5wMJZIJHh7e+fZmPXlyxfWrl1Lnz59WLp06b+28U+JEiWF42+/QhYEgZ07d/LgwQMAli9fTmZmJrt27cLT0xNra2vq1KmDIAhcvHiRs2fPMmPGDPz8/Dh06BArV66kc+fOhX5+Hx8f9uzZQ0JCAsuXL//H6k8XB+np6UWqk48ZMwZ9fX0yMjKoW7cukZGReHp6EhkZSZ8+fZg3bx7Xr18HyFFvPCckEkmhRVwqVqzIrl27iIqK4sCBA3z8+JEVK1YU6vvi6+tLxYoVc02f+/j4YGxszMiRI5kwYcK/tvFPiRIlhedvHZAFQeDQoUO4u7sDsHLlSsqWLYuVlRWhoaHY2NigoaFBSkoKDg4O+Pj4MG3aNK5cuULNmjXZsWOHQo2wICQmJnL8+HGcnZ0ZO3Ys48aN+8+tiP9I2bJlSU9PL/Tj69evj729Pbdu3cLLywsNDQ2mTp1K9erVOXv2LK6urkyYMIGRI0fme367XLlypKWlFWp/BEHgyZMn7N27lxYtWrBr1y4FNbeCEBQURIMGDXIMtO/evcPc3JzJkyczatSoQm1fiRIl/37+1gH5/PnzPHr0iBYtWpCSkkLXrl0xMzMjKSkJS0tLKlWqRHBwMFu2bKFKlSq0adOGEydO5Cnc8COkUim3bt3izJkz6OrqsnPnzmLRtP43oKamxpcvX4q0jbp164oylQkJCZw5c4a7d+8yYMAA9u/fX+CAqK6uTlRUVIH3IzQ0lL179xIQEMC8efP46aefirRq/fr1a46CJ/Iu/wULFihHm5QoUZInf9uAfOvWLS5dusSKFSuwtrbG3NwcY2NjSpQogbm5ORUqVBAtE1u1asW3b99ITU1l69atBar9yZHPkB4+fJgSJUqIzk9K/j/169fHxcWlyNtJSEjg8uXLXL9+nVatWrFt27ZCfWYAOjo6PH78ON/3T0xM5NKlS1y7do1Bgwaxdu3aYnHeSk9PF0fwICuVfujQIR4/foyJiYlS9EOJEiU/5G8ZkN3c3Dh8+DCbNm3i1q1btG7dWlw9rVu3jpIlS3Lo0CFu376NtrY2b968ERW3CiNVGRgYyMGDB/H392fq1KkMGjSoyMpd/0ZatmxJWFgYwcHBhQqgMTExXL16lZs3b9K8eXM2bdpUYKGQP9KlSxcOHDhAaGhonpKcycnJXL16latXr9KkSRNsbGxo2LBhkZ77e9TV1UWhkRcvXnDo0CEqVar0QzERJUqUKJGjIgiC8L/eie/x9PTE3NyctWvXUrNmTX799VfKlStHu3btMDAwIC4uDmtra4KCgihXrhxlypRhxYoVhTqwx8bGcvLkSVxcXBg2bBgTJkz4R/sU/xVs376dhIQENmzYkK8UryAIfPz4kRs3buDu7k7btm2ZMGECTZs2LbZ92r9/P+/fv8fIyEhhTlkqleLl5YWzszOurq40adKEKVOm/Cmr1bCwMFasWEFGRgYVK1Zk7NixDB8+XOlnrESJknzztwrIgYGBrFmzhoULF9KnTx82btyIp6cn/fr147fffuPt27fY2NiQmJhIqVKl6N+/P3PmzCmwclRycjKXL1/m6tWrtGvXjpkzZyrrxPkkPj6elStX0q5du1zfe0EQ8Pf358mTJzx58oT4+HgGDBjA0KFD/5T3WSqVsnv3blxdXdHV1UVNTY24uDj8/f0pXbo03bt3Z/DgwYXSuy4IycnJREVFUadOnX+dqYgSJUr+fP42ATkmJoZVq1YxaNAgJk6cyKdPn1i9ejWtWrXCzMwMR0dHzpw5A4CGhgaLFy+mY8eOBXqOtLQ0rl+/zsWLF9HW1mb69On/KmvEv4qIiAhsbW0JDg6mXbt21K5dm1KlShEfH09ISAje3t5kZmbSqVMnevToQfv27f+SDvXQ0FDevXtHcnIy6urq1KtXDx0dHeWIkRIlSv4R/C0Ccnp6OuvWrUNLS4sVK1YQGBjI0qVLATh58iTW1ta8ffsWgMGDBzNz5swCpZYzMjK4c+cOjo6O1KhRg2nTptG6dWvlgboICIKAl5cXb968ISIiAqlUSpUqVdDU1ERXV5cGDRoo6/BKlChRUgD+5wFZEATs7e2JjIzEzMyM0NBQ1q9fT2JiIt26dePp06cAVK5cmdWrV6Onp5fvbaelpXHnzh0uX75MxYoVmTZtGp06dVIGYiVKlChR8rfjfx6Qb9++zenTp3FwcCAhIYH169czYsQITp06Jd5n9OjR/6+d+3el/o3jOP4axCLJIAzqxIlSRp1BKYNBGc8m/gWLgeXwDyhKVv8DncWglEhZLDZJZzA5g+GUxD3c3Urf4Xv3/XWuvj0e49XV1eczPbs+fXpndXU1fX19v3Xm6+trTk9Pc3JykpGRkdTr9dRqNSEGoFhdDXKr1crGxkYajUYGBweztbWVubm5nJ2dfe3Z29tLtVr9rfMeHx/TbDZzfn6eqamp1Ov1zM7OCjEAxetakD8/P7O9vZ2JiYmsrKxkc3Mz7Xb7257j4+M/HX3Z6XRyfX2dZrOZh4eHLCwsZHl5OZOTk//m4wPAP6prQb6/v8/u7m6Ojo6ytrb2tT48PJyDg4Ps7OxkZmYm6+vrf7jhttvt3N3d5fLyMre3txkdHc3S0lIWFxfT39//X78KAPxtXQvyxcVF9vf38/b29rV2eHiY8fHxJD8/PzcajQwMDKRaraanpycvLy95enrK8/NzKpVKarVa5ufn//LYRQAoRdeC/PHxkaurq/T29qZSqXybsPRLp9PJzc1NWq1W3t/fMzQ0lLGxsUxPT5uoBcD/Stf/sgYAEoN2AaAAggwABRBkACiAIANAAQQZAAogyABQAEEGgAIIMgAUQJABoACCDAAFEGQAKIAgA0ABBBkACiDIAFAAQQaAAggyABRAkAGgAIIMAAUQZAAogCADQAEEGQAKIMgAUIAfJBCEN5hb8/IAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pp.figure(figsize=(6, 4))\n", "\n", - "t = np.linspace(0, 30 * np.pi, 5000)\n", + "t = np.linspace(0, 30 * np.pi, 50000)\n", "fs = [1, (1 + np.sqrt(5)) / 2, np.sqrt(2)]\n", "\n", "x = np.sin(fs[0] * t) + np.sin(fs[1] * t)\n", @@ -47,7 +86,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -61,7 +100,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.12.1" } }, "nbformat": 4,