{ "cells": [ { "cell_type": "markdown", "id": "d5891a7f-9667-48f9-9d01-0b9df9daa4f1", "metadata": {}, "source": [ "# **Repaso Álgebra y Probabilidad**" ] }, { "cell_type": "markdown", "id": "c8370da7-349f-468f-bdb0-bc11612ee412", "metadata": {}, "source": [ "## Formas cuadráticas\n", "Veamos como ver una forma cuadrática $\\mathbf{x}^T\\mathbf{A}\\mathbf{x}$ donde es definida positiva. Para graficar consideremos $\\mathbf{A}\\in\\mathbb{R}^{2\\times 2}$" ] }, { "cell_type": "code", "execution_count": 2, "id": "1cf368aa-c9af-43c2-b4b1-91a24cb1a7da", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[1. 0.]\n", " [0. 1.]]\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "#Sea primero A igual a la identidad:\n", "\n", "A=np.eye(2,2)\n", "print(A)" ] }, { "cell_type": "code", "execution_count": 3, "id": "1dba4d69-b151-4f86-b781-13cb45b70f29", "metadata": {}, "outputs": [], "source": [ "#Generemos la grilla para ver a la función en el plano\n", "x_min=-5\n", "x_max=5\n", "y_min=-5\n", "y_max=5\n", "\n", "x = np.arange(x_min, x_max, 0.1)\n", "y = np.arange(y_min, y_max, 0.1)\n", "\n", "#Creo la malla de coordenadas\n", "\n", "xx, yy = np.meshgrid(x, y)\n", "\n", "z = np.zeros_like(xx)\n", "\n", "for i in range(xx.shape[0]):\n", " for j in range(xx.shape[1]):\n", " v = np.array([xx[i,j], yy[i,j]])\n", " z[i,j] = v.T @ A @ v\n" ] }, { "cell_type": "code", "execution_count": 23, "id": "783d5428-d2bf-4cf3-b13e-c0029ecc7c25", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Crear la figura y los subplots\n", "fig = plt.figure(figsize=(12, 6))\n", "\n", "# Primer subplot: Contour plot\n", "ax1 = fig.add_subplot(1, 2, 1)\n", "contour = ax1.contourf(xx, yy, z, cmap='viridis')\n", "fig.colorbar(contour, ax=ax1, label='Valor de Z')\n", "ax1.set_xlabel('Eje X')\n", "ax1.set_ylabel('Eje Y')\n", "ax1.set_title(r'Meshgrid con función $z = \\mathbf{x}^T\\mathbf{A}\\mathbf{x}$')\n", "\n", "# Segundo subplot: Gráfico 3D\n", "ax2 = fig.add_subplot(1, 2, 2, projection='3d')\n", "ax2.plot_surface(xx, yy, z, cmap='hot') # Superficie 3D\n", "ax2.set_xlabel('Eje X')\n", "ax2.set_ylabel('Eje Y')\n", "ax2.set_zlabel('Eje Z')\n", "ax2.set_title(r'Superficie 3D de $z = \\mathbf{x}^T\\mathbf{A}\\mathbf{x}$')\n", "\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 24, "id": "867726e6-1e08-41df-8cd8-8dfccab3c9c2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(5, 5))\n", "niveles = ax.contour(xx, yy, z, levels=(0, 1, 2, 4, 10, 16)) #Si a levels le pasan, en cambio, un entero dibuja esa cantidad niveles, elejidos para que queden \"bien\" (ver documentación)\n", "ax.clabel(niveles, inline=1, fontsize=10) #dibuja el nivel en las lineas\n", "ax.set_title('Curvas de nivel')\n", "plt.xlabel('$x$')\n", "plt.ylabel('$y$')\n", "plt.grid()" ] }, { "cell_type": "code", "execution_count": 26, "id": "bfe26fc8-2f23-43a5-a074-9a1ff510b5c1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(100, 100, 2)\n", "(100, 100)\n" ] } ], "source": [ "#Otra forma:\n", "\n", "X = np.stack([xx, yy], axis=-1)\n", "\n", "'''Sabemos que \n", "xx[i,j] = x-coordinate\n", "yy[i,j] = y-coordinate\n", "\n", "Y que \n", "\n", "X[i,j] = [xx[i,j], yy[i,j]]\n", "\n", "Ejemplo:\n", "xx =\n", "[[1, 2, 3],\n", " [1, 2, 3]]\n", "\n", "yy =\n", "[[10, 10, 10],\n", " [20, 20, 20]]\n", "\n", "X =\n", "[\n", " [[1, 10], [2, 10], [3, 10]],\n", " [[1, 20], [2, 20], [3, 20]]\n", "]\n", "\n", "X[0, 0] = [1, 10]\n", "X[0, 1] = [2, 10]\n", "X[1, 0] = [1, 20]\n", "\n", "Que hace axis=-1? Agrega una dimension extra al final de forma que:\n", "\n", "X[i,j,0] → x coordinate\n", "X[i,j,1] → y coordinate\n", "\n", "Es como si X[i,j,:]=[xij,yij]!!\n", "\n", "'''\n", "\n", "\n", "Z = np.einsum('...i,ij,...j->...', X, A, X)\n", "\n", "'''\n", "Y esto? Einstein summation\n", "\n", "np.einsum('...i,ij,...j->...', X, A, X)\n", "\n", "'...i' X\n", "'ij' A\n", "'...j' X\n", "\n", "X[..., i] significa: \n", "\n", "i = 0 → x\n", "i = 1 → y\n", "\n", "siendo A[i,j] las componentes de la matriz A\n", "\n", "... significa, que cualesquiera que sean las otras dimensiones no se alteran: \n", "X tiene dimension (ny, nx, 2), entonces ...i significa (ny, nx, i) y ...j significa (ny, nx, j) y ij son las dimensiones de la matriz A\n", "\n", "\n", "Basicamente estamos calculando z_mn=∑_i∑_j X_mn,i A_i jX_mn,j.\n", "donde mn son los indices en la grilla.\n", "'''\n", "\n", "print(X.shape)\n", "\n", "print(Z.shape)" ] }, { "cell_type": "code", "execution_count": 27, "id": "32ede2b1-6900-49f4-b58c-703a6aed90f3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Crear la figura y los subplots\n", "fig = plt.figure(figsize=(12, 6))\n", "\n", "# Primer subplot: Contour plot\n", "ax1 = fig.add_subplot(1, 2, 1)\n", "contour = ax1.contourf(xx, yy, Z, cmap='viridis')\n", "fig.colorbar(contour, ax=ax1, label='Valor de Z')\n", "ax1.set_xlabel('Eje X')\n", "ax1.set_ylabel('Eje Y')\n", "ax1.set_title(r'Meshgrid con función $z = \\mathbf{x}^T\\mathbf{A}\\mathbf{x}$')\n", "\n", "# Segundo subplot: Gráfico 3D\n", "ax2 = fig.add_subplot(1, 2, 2, projection='3d')\n", "ax2.plot_surface(xx, yy, Z, cmap='hot') # Superficie 3D\n", "ax2.set_xlabel('Eje X')\n", "ax2.set_ylabel('Eje Y')\n", "ax2.set_zlabel('Eje Z')\n", "ax2.set_title(r'Superficie 3D de $z = \\mathbf{x}^T\\mathbf{A}\\mathbf{x}$')\n", "\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 28, "id": "325de684-e8d0-42fe-8208-ef04c7ae072a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(5, 5))\n", "niveles = ax.contour(xx, yy, Z, levels=(0, 1, 2, 4, 10, 16)) #Si a levels le pasan, en cambio, un entero dibuja esa cantidad niveles, elejidos para que queden \"bien\" (ver documentación)\n", "ax.clabel(niveles, inline=1, fontsize=10) #dibuja el nivel en las lineas\n", "ax.set_title('Curvas de nivel')\n", "plt.xlabel('$x$')\n", "plt.ylabel('$y$')\n", "plt.grid()" ] }, { "cell_type": "code", "execution_count": 29, "id": "96ed32c9-8684-4f5f-9aac-19fee9d2d560", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(2, 2)\n", "[[3. 1.]\n", " [1. 2.]]\n" ] } ], "source": [ "#Consideremos una matriz más interesante\n", "A=np.array([[3.,1.]\n", " ,[1.,2.]])\n", "print(A.shape)\n", "print(A)" ] }, { "cell_type": "code", "execution_count": 30, "id": "e615de85-b561-4503-a2d9-e1605a9221bb", "metadata": {}, "outputs": [], "source": [ "Z_new = np.einsum('...i,ij,...j->...', X, A, X)" ] }, { "cell_type": "code", "execution_count": 31, "id": "593c0930-1aac-450c-b166-48a871ead433", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Crear la figura y los subplots\n", "fig = plt.figure(figsize=(12, 6))\n", "\n", "# Primer subplot: Contour plot\n", "ax1 = fig.add_subplot(1, 2, 1)\n", "contour = ax1.contourf(xx, yy, Z_new, cmap='viridis')\n", "fig.colorbar(contour, ax=ax1, label='Valor de Z')\n", "ax1.set_xlabel('Eje X')\n", "ax1.set_ylabel('Eje Y')\n", "ax1.set_title(r'Meshgrid con función $z = \\mathbf{x}^T\\mathbf{A}\\mathbf{x}$')\n", "\n", "# Segundo subplot: Gráfico 3D\n", "ax2 = fig.add_subplot(1, 2, 2, projection='3d')\n", "ax2.plot_surface(xx, yy, Z_new, cmap='hot') # Superficie 3D\n", "ax2.set_xlabel('Eje X')\n", "ax2.set_ylabel('Eje Y')\n", "ax2.set_zlabel('Eje Z')\n", "ax2.set_title(r'Superficie 3D de $z = \\mathbf{x}^T\\mathbf{A}\\mathbf{x}$')\n", "\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 32, "id": "2932a016-d7bf-4061-b623-556e91bb78b9", "metadata": {}, "outputs": [ { "data": { "image/png": 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hhPDCEuwOCHE60NoFOgc8WaDzQHsAD+AGTKDCQIUbH02RKGUPboeFEKUmQSlEKWntAOdGcG1Au3aBe3fJn/1GSJalLRUD5kQwJYK5BsrSAMz1wdIAzLVRSv5rClFZyP9GIU5Ce3KgeAHasQCca8C1CXB5f5GKBBUBygyYMe5ueEAXgs43/gDoLHBlAZuNL49pJARtTQFrC5S1JVjPAnNdlFJ+/f6EEKUjQSnEv2jXTij6Fe2YC85VGJdO/0XFgrUlWBqgzMlgTgZLMpjiQEWdciSotccYfboPgecguA+i3XvBvR1cO8C1EygC53JwLv9fgJoS0baOKFtnsHVFWer4/XsXQpyYBKU442lPJhT+jC76yRg5/pu5Idh7oGztwNISzLV8GtkpZQIVA6YYoLHx2L/7oj3g3gnOtWjnWqM/ztXgSYOiaeiiacbzzPXB3gtl7w229ihlLXefhBDeSVCKM5Z2bUfnfwqFPwLOkkfNxogtZIARkOaaFdonpUzGfUpLA1TohUY/dREUrwLnYrRjIThXgHsHFOxAF3wBKhYdMggVOhisHYw2hBB+I0Epzji6eBU6/2Nw/MnRu4OWlqjQiyFkMMpcLZjdO45SIWDvDPbOqIi70J5cKP4b7fgLimaDPgyF49GF48GUhA69EBV6mTFBSAjhMwlKccbQrl3o3NfB8cf/HrT3RYXfjLK1D17HykiZIiFkECpkEDrKBcWLjEuyRX8Y9z3zP0Hnf4K2tkOFXg6h56FUaLC7LUSVJUEpTnvak4POGwMF4zAusZog9GIjIC2Ngt09nyhlAXs3lL0bOupZcPyFLvweHHOMyUDO5ZA7Ch16OSrsGpSldrC7LESVI0EpTmu6aDY65wnwpBsP2M5BRT6CsjYObscCQCkbhAxAhQxAuw9C4Q/owong3gMFn6ELvkDb+6LCR6BsbYPdXSGqDAlKcVrSnnx07igonGg8YG6AinoKZe8W3I5VEGVOgohbIfxmcMxFF3wFxX+DYwbaMQNt6wL2m/nvCk4hxPEkKMVpRxevQGc/ZFTNQUHYDajI+87IsnFKmSGkNyqkN9q5BV3wuTHLt3gh5uKFdG+RDMWRaEsfKWggxEnIPHJxWtEF36IzrzFC0lQDFTsWU9SjZ2RI/peyNsYUPQqV8CeEDUMTQmzEHsy5t6MzrzSWngghjiNBKU4THlT+y+ic5wAXhJyHiv8ZZe8S7I5VOspcE1PUk3hip7N1X080IeBcgT48DE/mcLRzfbC7KESlIkEpqj5dSIfGX2Eq+hoAFXE/KvotlCkqyB2r5EzV2LDnfDyxv0PYtYDVqG2bcQme7MeMCUFCCAlKUbVpTw6mnBupEbcOjc0IyIjb5H5bWZgSMEU9jYr/A0LOBzQUfo9OH4DOG2NUBhLiDCZBKaos7clBZw5HuVZT7AzDE/WZUcZNlIuy1MYU8yYqbqKxY4kuNIIy/Tx00exgd0+IoJGgFFWS9hSgD98CrrVoFceCDbeBtV2wu3VaULa2qLjvUNFvgak6uPeis27Fc/gOtHtfsLsnRIWToBRVjtbF6Ky7jK2oVBSeqE/JLawR7G6dVpRSqNDBqPjfjLWYWMDxpzG6zP8Krd2nbEOI04UEpahStPagsx+B4nmgQlGxn4ClabC7ddpSpnBMkQ+jqv1gjNh1ATr3RXTm1WjX1mB3T4gKIUEpqpb896BoGmBFxbyHsp0V7B6dEZS1CSpuHCrqWVDhxnKS9IvQeR+gtSvY3RMioCQoRZWhHfPQee8CoKKeQ9m7B7lHZxalTKiwq1Hxv4K9F+BE572FzrwG7dod7O4JETASlKJK0O4D6KwHAQ2hV6LChgS7S2csZa6BivkIFf0KqAhjdJlxIbpgIlpL7Vhx+pGgFJWe1k501r3GBsWWFFTUE8Hu0hnPmOxzCSr+Z7B2NO5d5jyJzhqJ9mQFu3tC+JUEpaj0dN47JTNcI1Ax70jd1kpEmWuh4r5CRTwEWEtmxl6ELl4e7K4J4TcSlKJS0871kP8pACp6FMpSJ8g9Ev+llBkVMQJVbSKY64FnPzrzWnT+p2jtCXb3hPCZbLMlKi2t3eicpwE3hJyLChkY7C6VWrHbxZbcQ2zKPsCO3AzSinKNP4W5ZDsLcXrcFHtcOD1uTCjCLLajf2JsYdQIjaZ6aBQ1wqKpGxFHk6gk4u3hlbo0n7K2gGpT0DlPQdE0dO6rULwEol+TuruiSpOgFJVXwXhwrjYuuUY+HuzeeJXndLDo0A7mp21jecZutuem4yrlaMqNJttZRLbTe03VWFsYTaISaRlbk/bV6nBWtTrE2EL90X2/UaYIiH4TbJ3ROS+CYzY641KIeRdlbRbs7glRLhKUolLS7nR03hsAqMgHUOakIPfoeAWuYn7bu45f9q5hafqu44Ix2hpCs+jqNIpKICk0iqSQKBJDI4mxhWI3WbCazNhMFtzaQ6HbSYGrmHyXgwxHPgcKc9hfkM3+wmy25aazOy+Tw8UFLErfyaL0nXy2ZQEKaBKVRLfEBvSq0ZSz4pKxmIJ/N0UpBWFXgrUl+vBd4N6NzhwKUS9JLV5RJUlQikpJ570DOh8sLSH0ymB35xgbsg4wcecyftmzhjyX4+jjdcLj6J7UkC4J9WkZU5PqoVF+u1Ra5HayLecQG7MPsiJzD8sydrMzL4NNOQfZlHOQz7f+Q7Q1lHOqN2ZQrRS6JzXCZjL75djlpawtIX4KOut+KP4bnX0f2rUeFfEASgU/0IUoLQlKUelo11YonAiAinoMpYL7C/+IlZl7GbNhNgvSth99rE54LJfVPYsBtVKoF1EtYMcOMVtpEVuTFrE1uayeUY0ovSiPxek7+evAFuYe2EK2s5Cf96zm5z2ribaGMqhWChckt6ZdteSg3dtUpliI/RSd9ybkfwL5n6Bd2yH6dZQpPCh9EqKsJChFpaNzXwc8YO+PsnUMdndYd3gf72z4i7kHtwBgUSb612zOFfXb0ym+HqYghVB8SATn1W7JebVb4vJ4WJm5hxn7NvBb6joOFeUxYecyJuxcRr2Iagyt356L67QNyj1NpcyoyIfQlmbo7MfAMROdeRXEfogy16zw/ghRVhKUolLRznXgmAWYUJEPBLUv+a5i3lg7g/E7lgJgVoqL6rThjqY9qRUeE9S+/ZfFZKJDfF06xNfl4VYDWHRoJ7/sWcMf+9azMy+DV9ZM5+11sxic3JLhjc6mcVRihfdRhV4A5mR01h3g2ojOGGKEpbV1hfdFiLKQoBSVis7/zPgkZDDK0iBo/ViWvpvHl//A7vzDAFyQ3IqRzXpRNyIuaH0qLbMy0TWxAV0TG/BE60H8sncN47cvZVPOQabsWsmUXSvpU70pNzTsUuF9U7a2UG0y+vCt4NqEzrwOot9GhfSu8L4IUVoSlKLS0O5UKPoNABV+U1D6UOxxM3rdTL7Y+g8aqBEaxYvtLqJrYvBC2xfhVjtD63fginrtWZG5hy+3LuTPfRuYdWATsw5sogERJGbs5uzqDSusT8pcE+LGo7PugeJ5xggz6nlU2OUV1gchykKCUlQaOn8s4AZbV5Q1pcKPf6goj3sWTWRF5h4ALq3TlkdbDyTSGlLhffE3pRTtqtWhXbU6bM9N57Mtf/PT7tVs13nc+M83dEtsyD0pvWkVW6ti+mOKgNgP0dlPQtFUdM4T4DkA4XdW6qIK4swkc7RFpaA9eVA4CQjOaHJHbjpXzvmUFZl7iLTaebfzUP6v/UWnRUj+V4PIeP6v3UX82ucOulANizLxd9o2rvjrU+5eNJFdeZkV0g+lrKjolyH8dgB03hh0znNS9k5UOhKUonIommasmzTXB1vF7jO5KnMvV8/9nH0F2dQJj2NCzxH0rXn6V5GpHhrFxaZkfup9GxfXaYMJxYx9G7hg5vu8ue5P8p2OUzfiI6UUpsj7jA2hUVA4Dp39sGwGLSoVCUpRKegj6ybDrqjQS29L0ndxw/yvyCoupFVsTcb1vJH6kYFbD1kZ1Q6LYVT7i/mh7210S2yI0+Pmk81/c+6f7/Lj7lUVssekCrsaFf0GYIain9BZ96B1ccCPK0RpSFCKoNPODeBcA1gh9JIKO+7qzFRu+2cchW4n3RIb8kX366lmP3MXwTeOSuSTrtfwXpcrqRMey6GiPB5d9gPD53/FjtyMgB9fhZ6PinkXsIFjBvrwbWhPQcCPK8SpSFCKoNOFU4xPQvqhTBWz/GJP/mFu+2ccBa5iuiTU570uVxJusVXIsSszpRR9ajTl5753cH9KX0LMFhan7+TiWR/w8aZ5OD3uwB4/pC8q9mNQYVA8H50lYSmCr0oF5ahRo+jYsSORkZEkJiZy8cUXs2nTpmB3S/hAaw1FfwCgQi6skGPmFBdx24JxHC4uoEVMDd7tciV2s0wA/zeb2cKIpt35ue8ddEtsSLHHzVvrZzH0r0/ZnH0woMdW9q6o2C9AhUPxQiMsdWFAjymEN1UqKOfMmcPIkSNZuHAhM2bMwOl0MmDAAPLz84PdNVFerjXGsgAVBvbAT+JxeTzcu3gS2/PSqR4axftdrpKRpBe1w2P5pOs1vNz+YqKtoWzIPsCQvz7hs81/4w7g7FRlOwsV+/n/wvLwrRKWImiq1Nvo33///Zivv/zySxITE1m2bBnnnHPOCV/jcDhwOP43ey8nJwcAp9OJ0+kMXGfL4Uh/Klu/Aknl/44J8Fh7oF0moOzfe1nO2zsb/+KfQ9sJNVt5p8PlxFpCzqjz/W9lOW/n1Uihc1wdnln1K3PTtvL6uj+ZuX8j/9f2QmqHxQSmg6olRH6EKecWVPFCPBm34Il6D1Tw9+A8E/+v+kNlOm9l6YPSFTGlLUC2bt1K48aNWbNmDS1btjzhc5599lmee+654x4fN24cYWFhge6iOIVerV4nMuwgy7Zezb6MswJ6rF06nw/1FjRwtapLaxUb0OOdjrTWLCWTn3UqxXiwY2KIqkMrFROwY8ZG7KRLs0+xmB2kZTVl8ebhaF2l3uOLSqigoICrr76a7OxsoqKivD63ygalx+PhwgsvJCsri/nz55/0eScaUSYnJ5Oenn7Kk1PRnE4nM2bMoH///lit1mB3J/DcBzBn9UWj8MTOB1NMuZopzXlzuF1cMe8zduRlcEHtVvxf2wt86PjpwZeft70FWTyx4idWHN4LwNX1OnB/8z7YAnWv17kcU84tYGmKJ/IjMEUE5jil7c6Z9n/VTyrTecvJySE+Pr5UQVll35aNHDmStWvXeg1JALvdjt1uP+5xq9Ua9H+ok6nMffMn7VyCBpS1FVZ7gs/teTtv722ey468DOLt4Tze5twz4vyWVnl+3upHJzD2nOGMXj+Lz7YsYNzOpazO2sdbnYZQOzwAI3VrZ7TlK7A0xmw69ZUgrd3g3gXmegHdJPpM+b/qb5XhvJXl+FVqMs8Rd955J7/88guzZ8+mdu3awe6OKCddXPImx9YtoMdZl7WfT7f8DcDTbQcHZU/G05HVZObBlv15v8tVRFtDWZu1j8tmf8z8g1sDcjxla4MqRUgC4FyOznsfnftCQPoizixVKii11tx5551MnTqVWbNmUb9+/WB3SZST1hqKFwOgbF0DepwXV/2KW2sG1Uqhf83mATvWmap3jSZM6XMrrWNrkeMs4tYF4/hy6z8VUtHnpCzNUCHngWMOnuxng9cPcVqoUkE5cuRIvvnmG8aNG0dkZCQHDhzgwIEDFBbKtPEqx50KnjTAArY2ATvMzP2bWJm5lzCzlcdaDQrYcc50NcOi+brHcC6t0xYPmlfWTOeJ5T9R7K7Ymq1ae9DagzJFgikK3Gng3o52B76ykDh9Vamg/OCDD8jOzqZXr17UqFHj6J8JEyYEu2uirJwrjI/WFJQKzA4dHq0Zs2E2ANc16kJiaGRAjiMMNrOFF9tdyKOtBmJCMXX3SobP/4rDjoqprKO1C6VMKGVCF0xGZ14LIYNQUc9ABVV8EqenKjWZp4pO0BUnoJ3LjU+s7QJ2jOn71rM5J40Ii53hjc4O2HHE/yiluL5RFxpFJnDfkkmsyNzDlXM+4+Ou11A3wv9hpbVGKVUSksavM0/Oy1DwBYTfhgq7DmWOP+a5QpRVlRpRitOIcw0Ayto6IM1rrfls8wIAhjXqLBN4Kli3pIaMP+cmaoXFsDs/k6vnfMbqzFT/H6h4Drpgyv9C8vAIKJyAinoBFT7iaEgCEpKi3CQoRYXT2g2uLcYX1pSAHGNl5l7WZu3DZjJzTYNOATmG8K5hVALf9byJFjE1yCwu4Pr5XzJ7/2b/HkQ70DmPoQun4Ek/D1w7UDFvQ+jFqH+ttdTuA2jXbnTxErQn1799EKc9CUpR8dy7QRcCIWCuG5BDfLVtEQDnJ7ci7gzeOivY4kMiGNtjOD2SGlHkdnHXou/4ec9qv7WvQgaiIu5EZz8GhKBi3gFbD5T6X/1eXfA9OvNqdPaD6MMj0Vkj8eSO9lsfxOlPglJUPFfJji/Wxihl9nvz+wuymbFvPQDDGnbxe/uibMItNt7rciUXJrfGrTWPLJ3K+O1L/Na+irgLQi4ETwaY4o8pMODJeQmd8zhYmqDCb0QlLkCFXQcF36Dzv/ZbH8TpTYJSVDxXyYJ0S5OANP/jnlW4taZDtbo0jU4KyDFE2VhNZka1v5hrGnREA8+v+pUvtizwW/ummNfAFIXO//ToY56se6FgLJhrAR503sfgmIsK6Y+Kehad/xHatdtvfRCnryo161WcHo78clLmOv5vW2t+3G1c2ru0blu/ty/Kz6QUT7Q+l3CLnY83z+fVtTMocru4vdmJd/4pKxU3/uiyI104DZyrUZEPQchFxjZuRT+hc54Da3Owd0fxqCwbEaUiI0pR8dx7jI/mZL83vSH7ADvzMrCbLAyQKjyVjlKK+1r05Z6U3gC8s2E2H2yc65+2TREoew8AtGMOmOIh7BqUOQFlCgd7XzBVA3cayhQNIQOOmfAjxMlIUIqKF8Cg/CPVuDd5TvXGhFuPL4YvKofbmp7D/S36AkZYfrxpnt/a1toJygK2bqh/713pXP2/++NwzIQfIbyRoBQVSmsXeA4ZX5hr+b39uQeNZSf9azbze9vCv0Y06c79KUZYvrV+Fl9u/ccv7SplRVkaQOEUtGsXWjvQRbPRhVPB3gcsDf1yHHHmkHuUomJ5MgANmMHk3+2Y0ovy2Jh9EIBuiVXzl2FObiFbdh5ix550duzJYOeeDLJzCygscuIodlHkcGK3WYmKDCEqIoToyFBqVY+hYZ0E6teJp35yNcJCq85IaUTT7hRrN+9u+ItX1kzHbrJwVYOOPrerwm9GO9egsx8E1y7jTZkpAhVxj1xuFWUmQSkq1pHRpKma35eG/JO+A4CUmBpVau3kvoNZzF+yjbmLt7B6Qyoej/dSjUUOF9m5J94IQCloXC+RDq3r0qF1XVo3r0WIvXLvl3hH03Modrv4ePN8Xlj1K1G2UAbXbulzu6aY0ejileDabKzXtdRDmWUWtCg7CUpRsdxHgtL3jZr/659DRlB2S2zg97YDYdX6vXzy3XxWrtt7zOO1qsfQIDmeesnVqJ9cjfi4CELsVkLsVuw2C45iFzm5hWTnFZGVXcDu1Ey27U5nx+50MrLy2bwjjc070hj34xJsNgvd2jfg3N4t6NS2PhZz5bvbopTi3pQ+5LkcjNu+hEeXTiXGGkq3JN+vCihbW7C1Pfq11p6AbuQsTk8SlKJi6cPGRz9fdgVYedgInE7x9fzetj9t3HaAT8bPZ9GKnQCYTIo2zWvTo1MjenRqRI3E6HK3nX44j+Vr97B09S6WrtpFWkYus//ZzOx/NhMXE0b/Hs25ZGBbatfw//n3hSpZOpJdXMi0vWu5e9EExvYYTsvYmn4+joSkKDsJSlGxPHnGR5N/t7zK0y72FmQB0Dq2tl/b9pe8fAdvfTaTP+YYM3PNZhMX9G3FsCFdSKzmn/MRHxvBgB7NGdCjOVprtuxI47e/1jFj3gYyswqY8PMyJv6yjB6dGjPk3DaVakcek1K81P5iDhcXsCBtO7cu+JZve95IvYhqwe6aOMNJUIqKpXOMjyrKr83uIR+ABhHxRNkCs7+lL9ZsTOW5t6dx4FAOSsGAHincOLQrtarHBOyYSimaNEiiSYMkRg7rycIVO/jhj1UsXLGDuYu2MHfRFmrEh5BQayddOzSqFLtr2Exm3ul0BdfPH8u6rP3cumAc3/W8iVh7mF+Po127QdlQ5up+bVecniQoRYU6unODn0eUe7SxOXCbuMo3mvxh+ire+uRP3B5NjcRonrlvMC2b+PeS4qlYLGa6d2xE946N2LEnnYm/LOP3OevZn17EIy//SPtWdbhjWE+aNgj+ZJdwq50Pz76aK+d8xu78TO5c+B1fdB+GzeyfX1faMR+ddTdYmkHc1wGpNyxOL3LBXlQsXQRw7EJwPziI0W6zSlTbVWvNh9/M5fWPZuD2aPp2a8qXbwyr8JD8r/rJ8Txy+0C+G3MDHVJisFrMLFuzm5se+poXRv9K+uG8oPYPjF1HPjr7aiKtdpZn7uHpFb/47zKxuQ6gwbkU8j/zT5vitCZBKSpYcclH/671SysJykZRiX5t1xdfT1nEN1MXA3Dzld149r7zCQ+rPNWC4mLC6d0hga/eHEb/Hka5vz/mrueauz9nyu8rcLs9Qe1fw6gE3up4OWal+HHPKj7d/Ldf2lWWOqjIJwHQeaPRzvV+aVecviQoRcXSJUHpx/JhTo+bDBwANIyMP8WzK8YPf6zk43HzAbhreC+GX352pbgHeCLVE6N45t7BfPrKtTRvVJ38gmLe/GQmtz0xji070oLat25JDXms9SAA3lw/k5n7Nvqn4dBLjdqvONHZD6O1wz/titOSBKWoWAEIyt35mXiACIudxBD/3vssjyWrdvHGJ38CcN2lnRl6QYcg96h0mjWqzocvXc19N/clPMzGhi0HuPmRb/h6yqJTFkEIpGsadOLqkmo9Dy+byvbcdJ/bVEqhol40iqS7NqPzZCNncXISlKKCHfmF67/R1b6CbABqhUUHfdSWnpnHc2//gtZwXu8W3HJ196D2p6zMZhOXnXsW346+kV5dGuN2e/jo23nc9/wk0jODd+/y0VYD6RhflwJXMXcvmkC+q/jULzoFZa5mhCVA/ufo4hU+tylOTxKUooIdCTL/jVAOFBlLTpJC/LvkpKy01rw45jeycgppVC+BB0b0C3pwl1d8XAQvPHghj40cSIjdwrI1uxn+wFj+XrotKP2xmsy82XEIiSGRbMtN58nlP/llco8K6QshFwMedPYj6JLJZkL8mwSlqFhHKqP4caH7wSJjyUn10OAG5R9z1rN09S5sNgsvPHAh9kpeY/VUlFIM7tOKz18bRuP6iWTlFPLIqKl8Mn5+UC7FxodE8Hany7EqE7+nrmPs1oV+aVdFPQGmRHDvROe945c2xelFglJUsCMjLP/NqDxYaARlMO9POhxOPvja2ID4hsvPJrlm5SoR54s6teL4aNTVDDnvLADGTl7IE6/+SEGh75c/y+qsask80nogAK+vm8HyjN0+t6lM0aioF4wv8j9HO9f43KY4vUhQigp2ZBKP/37JZjuNnTTibP6t3lIWP0xfRUZWPjUSo7iyikzeKQub1cK9N/XlybvOxWY1M2/JVm5/Yjz707IrvC9X1+/I+bVb4daaB5dMIbv4xDuplIUK6Q0h52Ncgn3S2PxZiBISlKJiqZLycn68F5TjNNqKtAZnjWKRw8m3PxjrJYdd1gWr9fSt9DKoVwveeX4ocTFhbNt1iBGPfMPGrQcqtA9KKZ5pO5g64bHsL8zmGT8VI1CRT4CKAdcGyP/C946K04YEpahYJUHpz0kTR4Iyyurfaj+l9eP0VWRmFVAjMYpze7WokGO63R727c5gybzNLJqzkWULtrBqyXY2rNpDVmZ+QI/dsklNPn31OpqU3Le865kJLFm1M6DH/K8Iq53XO16GRZn4Y996Ju1c7nObxizYRwHQeWPQrl0+tylOD1LrVVSsoyNK3y+XHZHnNBaLB2NE6XZ7mPDzMsAYTVosgRlNut0eVizcxuxpq9i2aT+puzJwFrtO+vzY+AjqN6lO/cbVad+1Ea061MNq9d9/98Rqkbz7wpU8/uqPLF29i4demsKz955Pr7Ob+O0Yp9Iqthb3pvTh9XV/MmrN73SMr0t9XwtOhFwChT9B8QJ0zrMQ+3mVnbks/EeCUlQopSKNhSFHiqP7gVO7AbCZKv7HeclqY8/HqIgQBvZM8Xv7+/ZkMH3qcv78eQXpB3OO+TurzUKtOtWwhVhwOd24nG4KC4o5dCCbw+l5HE7fyvIFW/l+7HzCI0Po2L0JXfs0p0uvZtj8MCM3LNTGa49fygvv/MqsBZt4+s2feeT2AQzu08rntkvrhsZdmZ+2jYWHdvDw0qmM63kjVlP536wopSDqeXT6eVD8Nzj+gJBBfuyxqIokKEXFOrJriPZjUHqMoLSaKv5Owm+z1wEw4JwUbH4csRUVFvPth7P5/qu/8ZTUXI2MDqX3eW1o360xdRokkFgjBrP5+O+5sMDBzi1p7NhygI1r9rB4ziayMvP567fV/PXbaqJiwhh0WQcGXnKWz/20Ws08c+9gwsNs/PznGka99wdaw/l9KyYsTUoxqv3FXDzzA9Zm7eOjTfO4s3kvn9pUljro8BGQ/x465yWwnYMyBW+imAg+CUpRsUzRxkdPjvfnlYHLYwSJpYK3S3I4nCxYZizAH3BOc7+1u2bpDt54agoHUg8D0K5rI869tAOdezXDZjv1f9nQMDvN2yTTvE0y5w3piMfjYeOavSycvYG/fltN2v5sJn42l8lfzKNu02hSGh+kcUr5tyczm008fNsA7DYrk39dzisf/IHZpDi3d8tyt1kW1UOjeLrtYB5Y8j0fbppL7+pNaBHr2w4tKuJWdNGP4N6Lzn8fFfmgn3orqiKZzCMq1pENm3WW35r0aCMoTRV8L2nF+r0UFjlJjI+keSP/bAD8wzcLeGTEFxxIPUxC9WiefedaXvpwOD0GtCxVSJ6IyWQipU0dbrx3IF/8+gDPjL6Gtp0b4PFodmzI4p6rP2LMCz/5NAlIKcU9N/bm0kFt0RpGvf8HsxZsKnd7ZXVe7ZYMqpWCW2seX/4jxSVXGcpLqRBjFixA/hdo107fOymqLAlKUbFMJZMt3L4Xtj7CXHLJ1a0rdluoVev3AtChVR2/TPj4afxCPnz1VzxuD33Ob8NHU++mS69mPrf7b2azibN7N+flT27kvUl30CAlFo9HM23SYm664C2+Hzsft6t8IaOU4r6b+3JBv1Z4PJrn3p52dMRdEZ5qcx6xtjA256TxyaZ5vjdo7wO2HoATnTvK9/ZElSVBKSqWOcH4qLP8tqj7yCXXI5dgK8rKkqBs48NlyyPmTV/LBy9PA+Ca23rz0P8NISw8sLN46zRIYOBVjXjp4+tp2KwG+blFfPLG79x73cfs3HqwXG0qpXjwlv70694Mt9vDU6//zLrN+/3c8xOLs4fzZJtzAfhw0zw2ZZfvezjC2GHkccACjtloxxw/9FJURRKUomKpGMAMaPBk+qVJS8mI0lWBI0qHw8mGrUYAtE1J9qmt9St38+rjk9FaM/jyTlx7e58KXZLQqn093hl/O/c+ezERkSFsWZfKXUPfZ9Ln88q1ebPZbOLJu87l7Hb1cRS7eGTUFPbuPxyAnh/v3Fot6FejGS7t4YnlP/r85klZGkLYMAB0zktSsecMJUEpKpRSJmMPQACPb+/4j7CXLAtxuE++rtDftu5Kx+XyEBsdRs2k6HK3U1jg4LXHJ+EsdtG1T3PuePz8oKzbM5tNDLq0Ax9NvZtO5zTF6XTz2dt/8NgtX3A4o+zba1ksZp67/wKaNkwiK6eQh16aQk5e4HfmUErxdNvBRFtDWJe1n3HbF/veZsRIMMWBewcUTvRDL0VVI0EpKp65ZEai2z+X5MItRv3YPFfF7VK/OzUDgAZ14n0Kts/fns7+vYdJrBHNAy9edsLlHhWpWmIUz425lnufvZiQUBurl+zgrivfZ/O61DK3FRZq45XHLiExPpI9+w7z1Os/4Srn/c+ySAiJ4P4W/QB4Z8Ns0op8W4qkTJGo8DuBkoo9nuDtyymCQ4JSVLyjQbnPL81FlFTkyXVW3F6Cu1KNy8Z1asWVu42dWw7yywRjxHPvc5cQHhHil775SinFoEs7MOa726ldL570gzk8OPwTZv6yssxtxcdG8MpjlxAaYmXZmt28+elM/3f4BIbUa0fr2Frku4p5bc0M3xsMGwrmeuDJROd/5nt7okqRoBQVryQotZ+CMtJiBExuBY4od+01grKuD0H5zQez0FrTvX8L2nVp5K+u+U1y/QRGf3sbnc5pSrHDxWuPT+bTN3/HU8b7fo3rJfLc/eejFPw0YzU/zVgdoB7/j0kpnm5zHgr4Ze8aFh3a4VN7SllRkQ8YXxR8Dp5DvndSVBlScEBUOGWubZSxc/un6HS0zSiG7o/tlkrrQLpRMKFWUky5Xp9xKJcFs9YDcO3tfXzqS7HDyablO1m9YDMbl+/E7fJgNpswWUzY7FbqN69F8471aXpWPcLKOGoNjwzhmdHX8PX7M/nukzlM/nI+eTmF3PXURWW6TNy1fUNGXNWdj8fN5+3PZtK8UXUa108s67daJi1ia3Jl/Q6M37GUF1f9xtQ+tx2d+FUu9gFgbQvOlaiCD4DTbzs1cWISlKLimesZH/20iDveHg7AIUfF3TvKyi4AIDa6fKXNZk9bhcejSTmrDvUaJZWrjQ1Lt/PtG7+yZuFWiotOPhtz/i8rADCZFPVTatPrkvb0u6IL4dGlC02z2cTwu/pTq0413npmKr9PWUZxsYsHnr8UcxmKwF97SWfWbtrHgmXbeer1n/j01euICPASmLtT+vBb6jq25h7iux1LuLZh53K3pZSCyAfRmdeiHN8TZq/nv46KSk2CUlQ8SwPjo3sPWjtRyrcC3fH2CAAyKigotdZk5Rij15iosm/tpbXmz5+M8Op3QdnrrWYezObzF39g5uT/zeiMTYikVdcmtOrSiLDIENxuDx6Xh4LcIjav2sX6JdtJ25vJtrV72LZ2D2Nf/plO/VsS28iCPrd0ezn2v6gdNruVVx6bxKxfVuEsdvPIqMuxlHL/TZNJ8eRd53LDg1+x90AWL3/wBy88cEFAZ/nG2EK5N6UPz66cxpgNfzG4diti7eWv26psndC2HqjieTStPR0Y5r/OikpLglJUPFMSqDDQBeDe87/gLKeEECMoDxVVTFAWFjlxlszejCnHiHLH5gPs3HoQq81CjwFlq4c6/5cVvHnfNxSWLLUYcNXZXHprX+o0qX7KwDm07zBLZq7jj3EL2LxyFwt+XQXArsVZ3PnyldRteur6qD0HtcJqM/PSgxOYN30tbpebJ16/stQjy6jIUJ5/4EJGPjWev/7ZzJTfV3LZub4XZ/dmSL12fLdjKRuzD/Lexr94ss15PrWnIu9HZ8yjVrWVeFxbweq/Or+icpLJPKLCKaXAXBKOri0+t5cYYuxIsr/Qf4XWvSkoKgaMEVJIObarWv6PUdat3dmNiCzDiHTBb6v4vxGfUphXRNOz6vL2bw9z35vXUrdpjVKNyhJqxnLedd0Z/dvDvPfnY5x3fXcsVhNrF25jZL9RfPLcFApKsdaxa58Unn3nGqw2CwtmbeD9UdPQunSjUoAWTWpwx3U9AXj/qzkBL0ZgViYeaTUQgAk7lrErz7dCF8raAm3rh1IaVfihP7ooKjkJShEclsbGR9dmn5uqHRYDwMGinKNbbgXSkWo1JlP5LhmuX7UbgJbt6pb6Nft2HuKNe74CYNA13Xjjpwdo2rb0r/+vBi1qc9sLQxj6bDe6DGyF2+VhyoczuaXH86ycf+pi5h26N+HRV65AKcW0SYuZ+PncMh1/yHntaN+qDo5iF//37u/lqgBUFl0S6tMjqREu7WH0+lk+t+cJvR0AVfw72rXV5/ZE5SZBKYJCWZsAoJ2+B2W8PQILCrfWHKiAUaXHY4yezOWYQam1ZsNKIyhT2tYp1WschcX834hPKcgtIqVjA0aOGlqmSTTeRFYL5fFPbuK5b26nRr14Mg5k8/gVY/j6tV9OGV7d+qZw2yPGZcwvRs9g9rRVpT6uyaR49I6BhIZYWbMxlcm/Lvfp+yiN+1v0RQG/pa5j7WEflyZZmrE/swUKjc77wC/9E5WXBKUIDktT46PL962YTEoRi1GdZ09+4GuKHgnK8owoD6Ye5nBGHlarmcYppdszcezLP7N97V6iq0Xw2Ec3lXryTFl06tuS92c+wcCru6K1Ztybv/HkVe+SfYrydRddfTaXDusGwBdjZlDsKH0t1BqJ0dx5fS8APho3n937/FP792SaRVfnguTWALyx7k+f29uSalT/oWga2uXbOk1RuUlQiuCwlEyAcO/yS0mwahjLDHbmZfjc1qlYLCVF2F1lv1yYutvoX6268dhKcX8zMy2bX8YalzXvH30d8TViynzM0goJs3HvG9fw0LvXExJmY+W8Tdxz7qukbk/z+rqb7x/IlTf35I0vR5Tqe/q3C/u3pmObuhQXu3jtwxllutdZHnc3741VmVh4aIfPRQiyC2qjrT0BDzr/E/90UFRKEpQiKJS5GpiqAxpc631uLwljTeC23MBXTAkLNUavTpebYmfZCrGnHzQuDccnRZXq+VM/no3T4aJ5h/p07NOibB0tpz6XdeKtaQ9RvW48B/dk8NDFb7Jz48kvVZpMJobf3Z+E6mUvDq+U4qFb+xNit7Bi3R6mzVzrS9dPqVZ4DJfXbw/A6PWzfQ5mT+itxieFP/it0pSofCQoRfBYS5ZGOH3/5ZioSoIyJ/BBGRpiO/p5QWFxmV6bnmYEZbXEUwdlXnYB0740RpND7x5YobuK1GtWk7d+eZD6KbU4fCiXRy59my0lk5B8kXEol+2bji2GXzMphpuuNC7ffvDNXLJzA1th6damPbCbLKzI3MOCtO2+NWZtA7YugAud/7lf+icqHwlKETSqJCi1P4KyAkeUFrMJu81YglzWoMwoCcr4UgTlP3+spjDfQXLj6nTqV7b1lv4QEx/JK5PvoelZdck5nM9jV7zjU1gezsjj5Ucm8P6oX44Ly8sHt6dBnXiycwv5ZPx8X7vuVWJIJFfWN8rPvbvxL59HlSr8yKhyEtqT5WPvRGUkQSmCx2pMrMBZ+tmSJ5OEHROKdEe+z9sqlcaR0nWZJaXsSutIqbmQMNspngmblu8EoHP/lkHZoxIgMjaclybeTcvODcnPKeSJq9495T3LE9FaE1stgodfGkKj5jV55dFJx/y9xWzivpv7Akbh9O270/3S/5O5sUlXbCYzKzP3siTDx5rDtq5gaQa6EAom+KeDolKRoBTBY20DKKOUndu3X4w2ZaZ+hLEh9IasA37onHcJcSXVgDLKFsplGbxsW7sXgIYtk8t0DH8LiwjhuW/uoEnbuuQezufZYR+SV8o3CB6PB4/HczToE6rHcON9AzGZTfz2/dJjnntWi2TO6dwYj0fz7ti//P1tHCMxJJJL6rYF4JNNvo1glVKo8OEA6IJv0Lr0M39F1SBBKYJGmSLBUrK9lHOFz+01j64OwPos/2wI7U1CNaMa0KFTLJ/4L23sm3LKEaLb7WHHemOz5IYta5ejh/4VFhHCM2NvJb5mDHu3HWTUrZ/j9rIJc36uUeHHZDJh+td6U5fTjdVqJj4pitwThO0d152DxWJi8cqdLFwR2CUXNzXuhlkp5qdtY52v6ypDzgdTAngOQtHv/umgqDQkKEVwWY06n7rY9wXnR4JyXVbgZx8mVDNGlAfTy1fg4FT3xQ7sSsdRWIw9xErNBoHdjqq04hKjeebL27CH2lg+ZwNfvvzzcc9xu9zcdukYrj/3DZ6/91s+eu1X/p65nn27M3C73FisZnZvP8SqxdtPWL6vdo1YhpzXDoD3xv4V0Io9yeGxnFfbuPf76Za/fWpLKRsq7BoAdP4XAV/mIiqWBKUIKmUzpurjXOJzWy1iagCwKnNvwH9R1aoeA8CefWUrcBARaYTDkRHXyeRm5QMQkxBVpn0fA61Rq2QeGH0dAJPfm8HCP47dhNlsMdOldzPyc4to37Uxqbsy+Pi1X3ni9rHcMPhNRl7xHrddOoZO5zRl0GUn3s/x+iFdiAi3s2NPBtPnbQjo93NzY2O27fTUDez1tVhF2JWADVxr/XLfXVQeled/oDgz2ToZH53rfC48kBJdHasyke7IJ7Ugy/e+eVGvlnE/dFdq2arJRMcZe2dmZXr/XgvzHQCEBni/xvLocUE7Lh7RG4A37vmK9P1Zx/z98Lv6Ex0bhsvl5vl3r+P9yXfy8ic3cM8zF9P7vDa89sVNPPDCpSilTviGJjI8hGsuNn4uxk5eiCuAo8om0Ul0S2yIB81X2xb51JYyxUHo+QDogq/90T1RSUhQiqBS5lpgqgW4wbnSp7ZCzFaal4wqV2bu9b1zXtStbQTl/rRsHMWlLzoQczQo870+z1FgLDsJqYRBCXDjkxfTpG1d8rILGf3gt8cF3oMvXsZnb/3BgdTDhEeEkFA9mvZdGzNkeHdatqtHaJjxfZ3sXu1l555FdGQoe/cfZub8jQH9Xm5ofDYA3+9cTk7xqXdP8UaFGaNtin5HuwO/VElUDAlKEXwlo0pd/I/PTbWJMya+LM/wfXG8N3ExYUSE2/F4NLvLMKqMKZktm5nufbZsUcn6TJu9cm4Za7VZuP/t67DaLSydtZ7ZU469dN6hexPadm7Ia49PBjhmQk9phIXauPJC49LsV98vPFpfNxC6JjSgcVQiBW4nU3b7NqlMWVuAtR3ghMKJ/umgCDoJShF0yt7V+MTh24QKgA7VjK2nFqf7uDbuFJRSNKlvTLLZuK30y1Fq1TFGont3pnu9jxoWYRRQKMxz+NDLwKrbtAZX3XsuAJ8+P5X8nGMr6jz55lU0a518ytHzyVw6qC3hYTZ2pWayYJmPFXS8UEpxdYOOAEzcscz3AgRhVwGgCyajdWC3DxMVQ4JSBJ+tu/HRtd7n9ZQd4+uiMCr0HCryvdi6N80aGbNsN2wtQ1DWq4bJbKIgz0FG2slHlZGxxiXa7FPcywy2y27vS60GiRxOy+Hr16Yd83c2m4VhI/sevdxcVuFhdi4e0BaAcT8u9rWrXl1QuxVhFhs78jJYnL7Tt8ZCBoKKBE8q+OEqiQg+CUoRdMpcDSwlBb+LfVv8HWsPo1nJMhFfd4c4leYlQbmxDEFptVqOjip3e6lwE1USlLmHyzcaqyg2u5Xb/+8KAH7+/C+2rzv23rA9pGy7ifzX5YPbYbWYWb0hlTUbU31qy5twq50LklsB8N2OZT61pVQIhF4IgJbLr6cFCUpROdh7AKAdc31u6uzEBgD8nbbN57a8ad7ImDi0bXd6mWq+1mmQAMD2TScP2OiSdZqF+Q4K832bYBJo7Xs1p/v5Z+HxaD59fuopn79vd4bXNwn/Fh8XwcCeKQBM+MW3ADuVq+obl1//3LeBDIdvb1BU6OXGJ0V/oj2B3yNVBJYEpagUlL2X8Yljrs8lwHokGdV+5h3ciieA6ymrJ0RRPSEKt9vD6jKMdpq1NkrSrV958vuoEdFhxCYY1X92bQp8pSFf3fTUxZgtJlbM3chmL9/XtEmLuemCt/nszT9K3fblg40CBPMWbSlzycCyaBqdROvYWri0h592+7YOUllTSvZcdULhtFM+X1RuEpSicrC2ARULOsfncnbtqtUh3GIjw5HPWl9Lk53qWK3qALBsdeknD7VoZ0w4Wrdit9eJI/Wa1wJg54bKv89h9Trx9LrYmKX6/Qd/nvR5bTo2QGvNormb2LuzdPejG9ZNoG1KbdwezU8zVp/6BT64rK5RKer7XSt8n9QTeikAunCKz/0SwSVBKSoFpcxg7wmALprlU1s2k5luiQ0BmHNws89986ZDayP0lpQhKBs1r4nVZiH7cD6puzJO+rzhj13ImOmP0ueyTj73syJcdkc/AOb/soJ9O0+8hrB2vXg692wGwA/fLCh12xcPbAvAtFlrA1rW7rzaLQkxW9iWm+77WtzQCwALuNaiXVv90j8RHFUyKN977z3q1atHSEgInTt3ZvHiwM6IExVDhfQxPnH86fO7+V7VmwAwe39gg7Jj6zooBVt3HiKtlJcFbTYLzVoZ6z1XLT75socmbevSqFUyNh8nxFSU+s1r0aF3Ch6P5tev5p30eZdeZywH+vPnlRTkl275yzmdGxEdGUpaRi7L1gRujWyE1c7AmsbEsh99vfxqivvfm7/CH3ztmgiiKheUEyZM4P777+eZZ55h+fLltGnThoEDB5KWVvY98kQlY+sB2MC9G1y+BVyv6k0wodiQfcD3Gp5exEaH06JJTQDmLS79qKF9t8YALJ67KSD9CpbB1xuTsv6cuAjnSSoWte5Yn1p14ykqLGbe9NJt2m2zWujTrSkA0+et909nT+KiOsY+qb+nrqfYc/IdUkpDhV5kfFI4TdZUVmFVLijffPNNRowYwQ033EBKSgoffvghYWFhfP7558HumvCRMoUfnf2KY7pPbcXaw+gYb1wW/XNfYEugndPZCL25i7aU+jWdzjF+6a9cvB1H0emzf2HHvi2IS4omOyOPxTNOHIJKKQZeYkzQmfFj6XeNGdCjOQBzFm6hyBG4c9YpoR7x9nCynYX8k+ZjoQN7L1DhxppKp+875IjgKFN9rD179pCcHLxNZIuLi1m2bBmPPfbY0cdMJhP9+vXjn39OvLDX4XDgcPzv8k5OjrEtktPpxOmsXL+gjvSnsvWrIilLH0yOmXgK/8Bjv61UrznZeeud1JhF6TuZnrqea+qdeKcKf+jarh7vfzWHFev2kHE4l6iSqjre1K4XR3xSFOkHc1i2YDMdezQp83Fzs/JZt3g7CTVjy7VnZaB+3npf1oHv35/Jb9/Op9OAFid8zjkDW/DF6OmsXb6L1N2HSKwRc8p2mzZIoEZiFPvTcpizcDN9upb9nJXWgBrNGbdzKb/sXk3XavWO+/vSnzszytYPk+NH3Pk/oVUb/3e2CqlMv+PK0ocyBWWzZs144IEHePTRRwkLCytzx3yVnp6O2+0mKSnpmMeTkpLYuPHEo4ZRo0bx3HPPHff49OnTg/I9lMaMGTOC3YWgsZpdDGhnwsRm5sz6kvyi0u/F+N/zprSxtnHl4b2Mn/YD0crm177+W0KsjUOHi3n/s6m0bhxdqtck1bWTfhAmfjWDQ7lln+yRk17Isl+3UZDlYPDd7cv8+iP8/fNmTTLWfS6fs5Gpk37EHn7ie6w16kWyb0cun703hTZdq5eq7bpJZvanwXc/zKUoK3ATZKK0URFpRup6uuwzYVEnvvhWmnOXGB1P52ZQnDuNGXPPogpeyPO7yvA7rqDg+I3DT6ZMQTljxgzuu+8+PvvsM/7v//6P4cOHl7VvFe6xxx7j/vvvP/p1Tk4OycnJDBgwgKioqCD27HhOp5MZM2bQv39/rNaqMYEjEFTOn+CcR68u+eiw8075fG/n7fe/c1hxeC+u5jU5r0HgZo9mOZfwyfgFHMy2cd55p+4zQJ3qu3hs8Zfs3pRL3z79S1XFxuPxoD0as8UMwNmd9/PghW8R5alJ9/PblqnPgfx5+2fcdnZt2k+spRa9zjvxaL74cCyfvTmdgkxrqc9Zo+ZpLHxsPHsOOujbbwB2W2CKxnu05vs/x3DIkUdcx+Z0L5lFfUSZzp3uhz48kRBbLuf1r3V0s/IzUWX6HXfk6mJplOmnrGvXrixatIivvvqKJ554gjFjxvD222/To0ePMneyPOLj4zGbzRw8ePCYxw8ePEj16id+R2q327Hbj9+qyGq1Bv0f6mQqc98qgg67EJ09D1Pxb6ioe066FdN/nei8DU5uxYrDe/lj/wZubNotEN0FYOA5Lfhk/AJWbdjL4ZwiEqtFnvI1bTo2ILFmDGn7slgydwu9Bx9/WS4/txCTSWEPNUbD//7+fhk7lykfzqS4yEnansxy/8wE4uft7EFt2LVpP0tnrqf/FWef+Dm9UvjszemsXbYLZ7GHsFJsKZbSuCbVE6I4cCiHFetS6dGpkV/7/W99azbjux1LmZ22hd61mp3wOaU7d1Y89t5Q9BNm1yxMYVVjuU8gVYbfcWU5frmuAQwbNoxNmzYxePBgzj33XIYMGcKOHYGtqwlgs9lo3749M2fOPPqYx+Nh5syZnH32if8ziirI3hcIAfcOY7d4HwyslYIJxerDqezKK9smy2VRPTGaNs1rozX8OW9DqV5jMpkYcJExqeX3KUtP+Jzv3v6dz174AZPJhMlkIm1vJu89NoGLG9zH16/8QofeKbw65V4GXt3Vb9+LP3Qe0BKApbPX43adeOZo7Xrx1KxTDZfLzfJ/SncZVSl1NBzLMnmqPPrVNMJx1v5NuH2csapC+hufOKb7vPRJVDyfLpYPGDCAm2++malTp5KSksLDDz9MXl5gdzu4//77+eSTTxg7diwbNmzg9ttvJz8/nxtuuCGgxxUVR5kiIKQvALrwR5/aig+JoGtJ7depu1f62jWvBpxjzMqcNmttqX8ZDri4HSaTYtWSHezccvC4v2/Wrj5/TlzEvJ+X8+jloxne6WnW/LOFax8azKtT7+Ompy6hZZdGxMSfegRbkRq3qUtoRAgFuUXs2Xr893VEh+7GjOHVS0r/RvtIUC5csSOg+1R2iq9HpNVOhiOf1Zk+FmS39QDs4N7r89InUfHKFJQffvghN910E61btyY6Opq+ffsyb948brvtNkaPHs3SpUtJSUlh6dITvzv2h6FDh/L666/z9NNP07ZtW1auXMnvv/9+3AQfUbWp0EuMTwp/QuvSFxw/kUtLypL9sGulzyMDb/p1b0aI3cKu1ExWrS9dVZfEGjF07WMU/Z56gko13Qa3JbF2HKNu/ZyQMDuPfXQjL4wbySUjelO3aY2jl2QrG7PZRP3mxvpSbyX4WrarB8C6FaWvbNSqaS1CQ6wczi5g2+4TVwDyB6vJTLdEI5TnHPRt9KpMYXB031XfKk+JilemoPy///s/srOzGTZsGLNnzyYrK4tly5bx3nvvccsttzBr1ixuu+22gE/yufPOO9m1axcOh4NFixbRuXPngB5PBIGtG5gSQWeB4y+fmupboykxtlAOFuUy/2DgdhQJD7PTv2St39Q/Vpb6dZcOM+6dzpq2iqyM46/IXHhjTyJjwhg5aig9LmhHQs3Yo5N5KrN6zY4E5clHYy3aGrVyd2w+QH5u6XZJsVrNtE0xlsMsLUPpwPLoWb1kjewB3y/zKntvALRjts9tiYpVpqDcs2cPkydP5sEHH6R79+6EhoYe95ybbrqJDRtKd49GiJNRygwlVU104am3bvLGZrZwQbJRbWXyzsAu+r50kDF6/WvhFtJLuely8zbJNG1ZG2exi58nLDru78+9rjsF+Q72ermEWRnVbWZsQ7Zj48lHlNUSo6hROxaPR7Nh9Z5St32kGP2KtaV/TXmck9QIBWzIPsDBwtLPkjyhIzvkOFeh3Sev8SsqH78v6ElMTGTWLLm0IHx39PKr4y+027dLbEPqGZNmZh/YRFph4LZqalw/kdbNa+F2e5j8a+lCWSnFZdcbo8ofxy0kP+/YkZXZbOLW5y47aUm4yqpWfWMN7KFU7yUEm7YyiphsL8N2YkdGlGs37Qvo5Jg4ezitYo1dXBb4WKVHmauDJQXQPm9QLiqW34NSKUXPnj393aw4AylLI7C2A9zg46iySVQi7eKScWvN5F2BHVVefZGxAfAPf6wiv6B0Rb+79WtBcv0E8nIK+Xn8wuP+fvD1PejUr6Vf+xloUXHG5tM5h71vgly3oRGou7eVvl5zw7oJWCwmcvKK2Hcwu/ydLIWzE+oD8M8hH8vZwb82KD950XhR+UiJCFGpHdkpXhdO8nnkcGUDY+H7pJ3LcXkCN6mna/uG1K0VR16Bg5/+LN3+iWaziatuMd5gfv/V38fdryvtWtLKJCouHICczDyv/3Z1SoJy1/bSXzWwWS00qpsAwMZtB3zo5al1KZk1vejQTt/3qDxSy7h4vhRJr0IkKEXlFjLIKCrt3gXFx4+0ymJAzRRibKEcKMxhzoHATdE3mRRXlYwqJ/68jGJn6S6Z9hzUmuT6CeRmFzLx87mlek1lvhwbGWsEpdPhwlF48pnLdRoYgbd7WxqeMryBadbIKDKyYWtgg7JtXG2sJjNpRbns9HUtrrVtSZH0THDJXI6qQoJSVGrKFA4hFwKgC771qS272cKQusa9yq+3HT9pxp8GnNOchLgIDmXm8eus0hVNMJtN3HjvAACmfPU3+3Z7n/Ax7+fl3NDlGXZ6mSwTTCbT/369eBuJVa8dC4CjyFnqma8ATeobS8K2704vZw9LJ8RspXXJfcoVmb7thamUDWwls/R9fOMnKo4Epaj0VNg1xieOP9Fu30LhqgYdMSvFovSdrM8q/eSRsrJZLVxziVGq7Kspi3A6S7evYZdezWjftTFOp5uPXv31pM/TWjNz8mIy9mfx6sgvvY7YgqXoX/dnva33tFotREQaO65kZXq/n/lvdWvHAbBrb+BnkLaNMyYPrcws3fpYb5TNuNqgi2XD+apCglJUesraBGxdAA+6YJxPbdUMi+bcWsakmC+3nnhrNn+5oF9rqsWGk5aey88zS3evUinFbY+ch8ViZtHcTSyac+JdcZRS3P3qVcTER7JjfSrvPzHRn133iyNBaQ+1HTO6PJHokok/J1pHejL1alcD4GB6LgUBfqPQNs6YmeuPoMRWUuu1eCla+7YxtKgYEpSiSlBh1xqfFExE69JfnjuR4Y2NusC/7l3LvoLAzZi02yxcP6QLAF9O+qfUv8yT6ydwyXVGFZcPXp5G0UleF5cUzcPvD8dkUkwf/w+/flW5ZlIWlFxGDQk7dfWgmJKJP2UZUUZHhhIbbWyVt3tf4Or4wv9GlFtz0sh1+vbzh6W5cZ9S54Jrkx96JwJNglJUDfa+YK5tVOrxsf5ri5gadEmoj1trvthyfNk4f7qgb2tqVY8hM6uAb6aW/lLbVbf0Ij4pigOph/n6/ZOvSz6rRzOGPXIBAO8/MZFVf1eeOqJ7txkFEpKSq53yuVabUWnIVcpL1EfUTDL2/jyYHri1sWDUDK4ZFo3GKD7gC6UsJcuegOLALlUS/iFBKaoEpcyosOsA0Plf+jxNf0ST7gBM3rWcTEfpRzFlZbWauWOYsezju5+XcuBQ6aq7hIXbuespozLRlK/+Zu2ynSd97hV3DaDXJR1wuzy8ePMnpG4v/XrEQNq2xrhM2bBl7VM/uZz/nAkll2wPZQQ2KAFSoo1KQ/64t61sbQHQzpU+tyUCT4JSVB2hl5csFdkGxb5dZjw7oT4tY2pS5HbxVYBnwJ7TqRFtW9SmuNjFJ+NKX5Gl8zlNGXBxO7TWvPrE5JPOCFVKce8b19D0rLrkZRXwxJXvnrIaTkXYvu5IUCaf8rlH3/iUcblofJyxa8qhMtzbLK/mMcZylPVZfliOcmTzZucK39sSASdBKaoMZYowwhLQ+Z/71pZS3NLUGFWO276YnGIf7zud4lh3D+9Ntw4Nj96zLK3bHhlMjdqxpO3LYsyLP510JG0PtfH0l7dSs34CB/dk8PClb3EgwMsmvHG7PWxeZSylaNjq1CNKT8n3VdbCCgnVjBFlaevq+iIlxn8jSqxtAAXuPVL3tQqQoBRVigobBpiheAHa6dumzn1rNKNRZAK5TgdfbwvsmrYmDZJ45bFLqFMrrkyvCwu389CoyzGZTfz122p+//7kW9jFJUbz8qR7qFEvngO7M3jokreCVkh94R+rycnMIzI2vFQjyuySSTxRsWFlOk5UhLGsJDc/cG90jmgSZazb3JWXgdPj22xVZYoEs1EaD9caX7smAkyCUlQpylIbQgYDoPM+9qktk1Lc0cy4f/jl1oVkFRf63L9ASGlThxvu7g/A+y9P81o8PKFWLK9NvY/kxtVJ35fFQ5e8xdY1gd1h47+01kx45w8AzruuO1ab5ZSvSU8z7t0mlEzOKa2wkvWZBUWBX0daIzSKMIsNl/awJ98Pl7atJbV7net8b0sElASlqHJU+K3GJ44/0C7f9pccWCuFJlGJ5LkcAZ8B64vLru9Gxx5NcBa7eOH+8eRmF5z0udWqx/DqlHtp0LI2Wem5PHjhG8yesqTC+rp8zka2rNqNPcTKxSN6n/L5hQUOCvKMNZfVEqPKdKywkJKgLHSWvaNlpJSiYWQ8ANvzfL+srUqC0tcrIyLwJChFlaOsjcHeD9DovA99asukFHc3N36Zf71tEWlFgZ89eSL/vvd4ovuQJpOJB1+8jMSaMezfk8nz946j2Eud15j4SF6ZfA/tezXHUeTk1ZFfMuaR8RQXBTZQCvOL+OjpyQAMurY7MfGRp3zNwdQsAMIi7ISF28t0vNAQq3HcChhRAjSIMOrS+iMosbYwPsqIstKToBRVkoq4w/ik6BejYLoP+tRoSuvYWhS6nby/cY4feld2/57EcrIJLdGx4Tw/5jrCIuysWbaTN5783msR8YjoMJ775g6uvGcQSil+/Wo+953/GjvWp/q9/2AE/DsPjWfPlgPEJUVz5T0DS/W6jSWXhhs1r1nuY6uyTpctpzoRRl3avQVZvjdmaWZ89BxAewK7VZjwjQSlqJKUtWXJjvFuVKFv9yqVUjzQsh8Ak3cuZ0duxcxCLCwqZvHKnXw24W+m/r6Szycu4Ospi5j6+0q+/20FM+Ydv7tEvcZJPPXm1ZgtJub8voYvRs/wegyz2cT1j17AC+NGEl0tgu3rUrlzwMt8+NRk8nP8e0922lfz+GvqUkxmE499eGOpRpMA60tmx6a0qVPmY3o8xujbZKqYoKwdZgRlqh+CUpkiwVTy5sBVeQpFiONJUIoqS4WPND46fibM7tulsE7x9eiZ1Bi31ry9fqY/undKqQeyeeyVH1i3aT8H03PIzSsiPTMPZVJ8PWURz4+exs8n2M/yrC4Nue/ZSwCY9MU8fhx36pq17Xs15/2Zj9P9/LPwuD38+Ols7ug9ik0L9+F2+TaD0+32MPXjWXz45CQAbnzyIlp2aVTq169fYQRl87ZlD0p3SVCaKygok8OPBKWfRoDWJsZHp5Syq8wkKEWVpWxtwNYDhZvGtXwPt/tb9kMB0/dtYEVG4GeK1qsdR++uTcjNL+K2a8/hnhv7cO9NfXC53NSuHsM5nRoTGR5ywtf2u/Asht3ZFzDqwf7w7anDMi4pmic+uZkXx99JrYaJHD6Uw+wv13JTl+cY+/LP5Vp3uW7xNu4Z9CofP/M9bpeH/kO7cOmtfUv9+oP7DrN3ZzpKKZq3PvUykv9ylYS82Vwxv8pqhccAcKAwB7eP1aEAsBhBqV1bfG9LBIwEpajSVMTdACTHLwP3dp/aahKVyKV1jYopo9b8fnQRfKBYLGZuu/YccvOKeP/rORzOzufpN35m2qy1NG2QxHWXdabX2U1O+vqrRvRiyHCjaMKHr0wr9WbPR0aXwx45n5BIK5lpOXw3+ndu6PwMjw4Zzfi3fmPl/E0UnmBtosfjYceGVH78dDZPX/s+D170JtvW7iE8KpSRo4Zy31vXlqlowKxfVgHQpmN9omLKtoYSIDvXuHwcFRla5teWRzV7OCYUHjT5+L5ptrI0MD5x7/C5LRE4p17gJEQlpmxt8Fh7o5yzMRWMgZB3fWrvnpQ+/J66jjWH9/HD7pVHgzMQPB5NfGwEj905iLufnsCCpdupmRTN+X1aMqBnyklHk0copbjpvoHY7Va+/Wg2n789HUeRk2tv73PKsLLZrQwZ2Q97chFx5trM+G4Ry+dsYNXfm48WVjeZFEl1qmG1WTBbzJjNJtJSD5Pzryo4SikGXt2V6x+9oNT3JI/QWvPnzysB6HtB2zK99ogjQRkTVTFBaVYmqoWEc6goj1z8MIPYXBKULgnKykyCUlR5nrB7MGX9hSqejnauQVlblbuthJAIRjbryatrZ/Dmupn0r9mcSKv3wCovk0mRmZXPnIVbiI0J52B6DncO70WXs4yKLVrrUwaeUorrRvbFFmLhi9Ez+PbD2eTnFjHiwXNLdTnSbDHR7by29Lq4Iwd2p7Noxlo2LtvB+iXbSdubyf6dx1+OtYfaaNGpIa27NqbLwFbUbVq+2aqb1uwldVc69hAr3fq1KFcbWTkVG5QA8fYI/wWlpZ7x0XMQ7clHmcJ9b1P4nQSlqPosjdmbfhbJCcvRua9B7Ngy1wz9t2sadmbSzuXsyMtgzIbZPN76XD929n+ycgp4/FVjy7AL+rXi97/Ws27TPrqcVb9UIflvQ2/qic1m5aPXfuWHb/9h945DPPbqUCLLECDV68Rz0U29uOimXgCk78/iwK503G4Pbpcbt8tDRHQojVrXKVW1nVOZPNYoEN+tX0qZ108ecaTGa2x0xQVMfEgEZEOuPy69mmLQKsbYPs69C0wpPrcp/E+CUpwWNu0dRO2ENajihcbOIvZzyt2WzWTmyTbncdPfX/PttiVcUuesoztH+FNMVBgX9muNMinO7dWCay/pjL0kgMoT9Jdc15VqSVG88eT3LF+wlbuv+oBnRl9DvUZJ5epffI0Y4mvElOu1p7J5XSrzZ6xDKcXlw3uUu51dqcaGzck1Y/3VtVOKKrnCUIRvs4WPMtcGVxa494NVgrIyksk84rRQWByLDrkGAJ37Glr79kusa2IDBtVqgQfN86umBWxiz3l9WnJuL+Oyo81q9rm9cwa05K2vbzlawee+az9izu+Vq+i20+nizaenANDrvNbUb1K+NyFaa3aXBGXdMhab90WE1Rj9Fvn4M3aUuZbx0R2YQhDCdxKU4rShQ0eAigLXJij8wef2Hm01gDCLjZWZe/l+V+D3Dfz3KHJ/WjZ3PvUdu/dllrmdBk1rMGb87bTuWJ/CgmJGPTyBVx+fRK6fCwyU19fvz2LnloNEx4Zx64Plv6ydmVVAXoEDk0lRu0ZVHlEa23dptx+27xIBIUEpTh+mGFTE7QDovLfQnnyfmksKjeKuZr0AeH3tDNIKK64O7OjPZ7Fy/V4eeOF7MrPK/n1Ex4bz0ofDufrWXphMilm/rOK2S99h0dzgLmz/Y+oyJn5mLGMZ+cSFxJTsJ1kem7cbW4jVqh5z9JJ1RQi3GCNKBycvH1gWqiQo8UhQVlYSlOL0EnYdmJPBk4bO961gOsC1DTvTKrYmOc4inls57aQbJ/vbw7cNoGZSNPvTsnnopSnkFzjK3IbFambYyH68PnYEterGk5GWyzN3fs2L94/nwN6yj1R9tWjuJkY/b0xeuuKmczhnQEuf2lu5fi8ArZvV8rlvZWFRxq9ND376WTAZhdbxyAbOlZUEpTitKGVDRT5mfJH/Odq126f2LCYTL7a7CKsyMevAJn5NrZidHuJiwnn9ycuIiQpl07aDPPzSVIoc5VuOkNKmDu9PGsmlw7phMinm/7mOEReNZuyYPyl2+Ony4SksmLWelx78Do/bQ78L2h7dX9MXqzYYQdk2pbbPbZWFxWTcS3b7LSiNrbtwH/JPe8LvJCjF6cfeF2zdASc6d5TPzTWJSuS2ZsYs2hdX/UqGw7dLuqVVp2Ycbz41hIgwO6s27OXxV37E4WVrLW/sIVZuefBc3ps4kradG+B0upn85d+Me3s1Ez6dy+GMvFM3Ug6FBQ4+fGUaz987DkeRk47dm3Dvs5f4tHwHoMjhZMPWAwC0bl6xQWn1d1CaS4LS44etu0RASFCK045SChX1OGABx0y04y+f2xzRpDvNopPIKi7k2RW/VNgl2CYNknjtiUsJDbGyeNVOnnj1R4qd5V+/V79JdUZ9fAPPvnMtNevEUZjn4psPZnNd/9d45bFJrF+52y/fm8fjYcGs9dx6yTtH69Becm1Xnhl9DRY/zO5dvHInbreHpPhIaiZF+9xeWRyJeL/9BJhKZuzqHLT2fW2m8D8JSnFaUpZGEHY9ADrnRbQu+z2+f7OazIxqfzFWZeLP/Rv5ac/xu3oESqtmtXjlsUuw2ywsXLGDx1/5sdyXYcF4I9GlVzPenXgHfYc0oGmr2rhcbmZPW8X9wz7muv6v8e7//cyyBVtwljGU9+/N5Kv3/mT4uW/w/L3jSNufTVLNGF58fxi3PnyeX0ISYNYCY1JSry5NfB6dlpVLG5N4zP7aA1NF/e9zneOfNoVfScEBcdpSESPRRT+DezfkfwoRI31qr1l0de5o3pPR62fz4qrf6FCt7tHdJAKtXcs6vPr4pTz80hQWrtjBgy9+zyuPXUJ4WPkq2gBYrWaatKnGvY+dx47Nafw0fiF//7mO9LQcfpmwiF8mLMIeYqVOw0TqN06ifuPqVK8di9VqxmqzYLGayckqYPf2NPZsP8TOrWls3bDvaPsRkSGcd0Unrh7Ri5Awmz9OAwC5+UXMXbwVgD7dmvmt3dJyekp2LPFTUCplQatw0Pngyf3fCFNUGhKU4rSlTBEQ+Sg6+3503ocQcgHKUvY9D/9tRJPuzDuwleWZe3hk2VS+7H49FlPFXJhp36oObz49hIdfmsLK9Xu565mJvP7EpcTF+F6+rUmLWjz44mXc/dSFrFy8nX9mb2Dh7I0czshjy7pUtqwr3WJ4pRRnnd2QARe1o2uf5tjsVp/79l/T526guNhF/eRqpDT2f8WkU3H5OSgBY1Sp82VEWUlJUIrTW8hgKJwExf+gc56G2C98ulRnViZe6XAJF8/6kGUZu/lo01xGNu/lv/6eQpvmtXnnuaE88MJkNm8/yO1PjOfNp4ZQq3qMX9q32a106tGUTj2acteTHvbtzmTnloPs2HyAHVsOkJGWi8vlxuV043S6CQ2zUadBArXrJ1CnfgLNWieTUD1w9wydTjfjf1wCwIX921T4ZVeAArdx2dvqzztXpgjwAJ7ATKoSvpGgFKc1pRREPY9OPx+KF0DRVAi91Kc2a4fH8mzb83lo6RTe3ziX/rVSaBKV6Kcen1rTBkl88H9Xc/8Lk0k9kMUtj37Liw9dyFktyr7xsTcmk4na9eKpXS+e7v3Lt7uHv/321zoOHMqhWkw4F/Yr/y4xvsgpNiocheKf+62Gkkvo+vg9QEXwyWQecdpTlrqoiLsA0Dkvo92+L+w+P7kVQ+u35+m259E4MsHn9soquWYsH750Nc0aJpGdW8i9z03ix+mrKrwfFcnpdDN2sjGD9ppLOmEPwGXd0sh1GhPDQpUfg1Idudfs26QzERgSlOLMEH4DWJqBzkLnvuiXJp9tez5D63cIyuU/gGqx4bz3wpX07dYMt9vDax/N4I1P/sTprJgiAhXtpz9XczA9l2qx4VzUv3XQ+pHtDMCIUpXseSojykpJglKcEZSyoqL/DzBB0TR00Z8VduwMRz5zD2zB4fb/Gjm73cqz9w3m5qu6ATD195Xc8dR4Ug9k+f1YwZR+OI9Pxhn7V14/pEvQRpMA6UXGfcQIf965UiVtyTrKSkmCUpwxlLUVhN8EgM55Bu05XCHHXZ6xm6+2LeLBJd8HpH2lFMOHnM3Lj15CRLidDVsOcMODXzFj3oaAHK+ieTyaVz+YTl6Bg+aNqnNR/zZB7c/+wmwAovHfkpcAlDEQfiRBKc4oKuJuMDcAzyF0zgsVcsy+NZrxQIt+zE/bykNLpgTsON07NuTL14fRqlktCgqLee7tafzfmN8oKCwO2DErwrc/LGbBsu3YrGYeuX0gZnPwfm0VupxklUzmicafo1oJyspMglKcUZSyo6JfwbgE+wu66PeAHcvlMSq4mJTil71r0BrqRcSR7wzchI3qidGMeX4oN1x+NiaT4re/1nHtPV8wd9GWgB0zkOYv2cYn441Lrvfd3JdG9Sp+4tS/HSg01jmGmK1+nvV65FexBGVlJEEpzjjK1gbCbwVAZz+Ndqf5/RhOj/toIYIHlnzPuO2LeaLNuVzf6GzCreWvplMaFrOJm67sxuhnr6BGYjRpGbk8/uqPPPryVA4cqjoL2leu28PTb/6Mx6M5v28rzu8bnOUg/7Yzz5gxXScs1r+TuPSRkoTBu/cqTk6CUpyRVMRIsKQYs2CzH/dLIfAjbbi1B6vJjNaaYfO+ZNGhHbza4VIuTG5NRElIekqeG8ji6me1SObrt4dz3aWdMZtNzF+yjevu/YIvJ/1DYVHlvhy7fst+Hnl5KsXFLrp3bMiDt/YP2uzif9uWa2yF1SAy3s8tl/x7KAnKykiCUpyRlLKhYl4HbFA8Fwq/87nNGfs28s22RZiVicOOAs7/830OFeXxRsfL6FW9CXbz/2ZJ5jqLcHrcFAVgJuy/hdit3HpND754fRitm9eisMjJp9/9zVV3fc60WWvxeCrfpb7Z/2zirqcnkF9QTNsWtXnu/guwBPG+5L8dCcqGEX4OSn0kKP05QUj4i1TmEWcsZWkEkQ+gc0ehc0aBraPxWDmFWqy8tPp3sp1FTNixlOSwWB5vcy7NopMwK+MXvdPj5uNN8/jn0A6yiwupGxHHvSl9aRQV2HtvDerE8+7zVzJrwSY++nYe+9Oyef3jmVSLtmGJXM+gni2x+mlnj/JyFLv44Os5TP51BQBnt6vPc/dfgN1WeX5Nbc0xgrJ+RDVc+PEy9pGg9OtMWuEvleNtmhDBEnZ9ySbPReise9E+LPjukdSIZ9uez3sb/qJGaDSj2l9Mi5gaR0NyS04aN8z/iq+3LaJrYgMuqtOGpNAohs8fe3QmZSCZTIp+3Zvx7Ts3cNfwXkRFhJCRXcwrH8xgyO0f89X3C8nJDXw/TmTVhr3c8ui3R0Pyygs78PKjlxAWWnmCw+F2sSnb2Cw6JdrPxdh1yWbgpgj/tiv8ovK8VRMiCJQyQfSr6IwLwbUZnfMSKvr5crd3Rf32ZDjy+WDTXHKc/wvdHbkZ3LVwAqEWKxN6jaBuhLGVUrHHzarMvUzbu4ZrGnTy+fspDZvVwtALOjDgnGa89u4k1u8oIv1wPh+Pm8/YyQs5p3Njzu3Vgvat6gR8Kcbm7Qf5eNx8Fq7YAUBsdBiP3zmIs9s1COhxy2ND9gGc2kOcLYxaYTH4dUdSnWt8VJH+bFX4iQSlOOMpczxEv4Y+fAMUfoe2n40KObfc7d3e7Bx25KXz2ZYFvNHxMgrdTu5YOJ6EkEg+7Ho14RYbLo8Hi8mEzWQ2KvYE4VZhRJidzi3jePL+gcxbvJ3vfl7Klh1pzJi3gRnzNpAQF0G/7s3o0q4BLZvW9Nsl0GKni+Vr9/DLzDX89c9mAMxmE+f3bcVNQ7v6ZduwQFiduReA1nG1/T+xyFNyGdcU5f15IigkKIUAlL0bOvwWyP8Ynf0EWFr4tHflqx0uZc3hVExK8f3O5dhMZl5qf9ExIQkwZdcKduZl0DK2pr++lTKzWswM7JnCgHOas3HbAX6bvY4Z8zdyKDOP8T8tZfxPS7HZLLRpXou2Kck0rJtAgzrVqJ4Qjcl06sBwFLvYvS+TrTsP8c+y7SxcseNoEQSloH+P5tx4RVdq14gN9LfqkxVHgjK2ll/bNS73H5nMIyPKykiCUogSKuIedPFScC5HZ90F1SagjhSrLodWJb9Qt+elE2sLo0aosU/jkZD8Zc8aJu5YzlUNOtI8ujpa66AugVBK0bxRDZo3qsGdw3uxYOl25i3ZytLVu8g4nM+SVbtYsmrX0eeHhlipmRhNVGQo0ZEhREWGYjIpihxOihwuioqcpB7MIvVA1nGza6vFhNOjUyMuGdSWhnWDW0SgNNzawz9p2wHonFDPz40fKvnEBkruUVZGEpRClFDKCjFvodMvBtcGdM5zEPWST+GltcZmMhMfEnE0IAHGbl3IjH0bSAqN5NK6bbGZK9d/RZvVQq+zm9Dr7CZordm5N4Olq3ezYet+tu9OZ9feTAqLnGzbnV6q9iIjQqifXI3WzWrRo1NjmjeqXqrRaGWxPms/2c5CIix2WsfWRrv9uEOLp+QcmhMrxVpRcbzK9b9TiCBT5hpGWB6+EQq/B2tbCBta/vaU4qr6Hbl09kc8sfxHGkTE89eBLeS7HKTE1OCGRmfTMMBLQ3yllKJ+cjz1k/+3dtDlcrNn/2EOZeSRnVtITm4h2XlFaK0JsVtL/lhIrBZF/TrVqBYTXqVD4O+0bQB0SaiPxWTC6degLKkMZarcPwdnMglKIf5D2btCxL3ovDfROc+DpZlR9q6c6kfG81m36/h2+xJ+S11H9dBormvYiY7x9Yi1hwX9kmt5WCzm48LzdDbngFErt1tSQ/837j5ofDSdGeeyKpKgFOJEwm8B52pw/InOuhOqTTVmx5ZTu2p1OCsumWKP+5gKPVUxJM80BwpzWJm5FwX0qd7U7+1rtzFJCHNtv7ct/EMKDghxAkqZUNGvlmzJdRCddRda+1YfVSmFzWRUvzlS41VCsvL7de9awHizkxgagFmp7j0AKHOy/9sWfiFBKcRJKFMEKvZ9Y8q+cxk651mfi5gfCcb/BqRbexi7dSHFAa79Ksrux92rALgwuXVgDnBkRGmREWVlJUEphBfK0gAV8xZggsLJUPBFQI7zwspfeXnNH9y+cDz5rsq9s8eZZGXmXjbnpGEzmRlYK8Xv7WvtBlfJkhtzfb+3L/xDglKIU1D2c1CRjwKgc19BF83y+zEG1kohzGxlQdp2bpz/FYcdBX4/hii7r7YuBOD82q2ItoX6/wDuXUARqFC5R1mJSVAKURph10PoUECjsx9AOzf4tfmzExvwefdhRFtDWH04lavmfMae/MN+PYYomwOFOUzftx6A6xp1DsxBnBuNj5YmKBXc3VvEyUlQClEKSilU1NNg6wI6H334FrT7gF+P0SauNt+ecyM1QqPZlZ/JVXM+Y+3hfX49hii9cdsX49aajvF1aebv3UJKaNcm4xOL/2fTCv+RoBSilJSyomLGgLmhMRP28Ai0J9evx2gYlcB3PW+iWXQSGY58hs37kpn7Nvr1GOLUsooLGb99KQDDGnYJ3IGcxoxaZW0euGMIn0lQClEGyhSNiv3EqKLi2oTOGunzspH/SgyN5OseN9A9sSGFbid3LZrAx5vm+TzjVpTel1sWkOdy0DQqiT41AjPa09oDzpXGF9azAnIM4R8SlEKUkbLUNsJShUPxQnT2I8YvPT+KsNp5/+yruKp+BzTw1vpZPLR0CkVup1+PI46X6cjn622LALireS9MgVrr6tpm7EOpwsDSJDDHEH4hQSlEOShrCirmXcACRdPQuaP8PuKzmsw83XYwz7QdjEWZmLZ3LdfO/YJ9Bdl+PY441uj1syhwO2kZUzNgo0kAnMuNj9bWKCVF0iqzKhOUO3fu5KabbqJ+/fqEhobSsGFDnnnmGYqLZc2ZCA5l74aKHmV8UTAWnTcmIMe5sn4HPut+HTG2UNZl7eey2R8x7+DWgBzrTLc4fScTdxoB9kirAQGtnKSLFxufWNsF7BjCP6pMUG7cuBGPx8NHH33EunXreOutt/jwww95/PHHg901cQZToRehIp80vsh/F50fmIIEneLrMbnXLaTE1CCruJBbFnzL2+tm4vL495LvmazQ5eSp5T8BcHm9dnSIrxuwY2ntgeK/AeMNl6jcqkxQDho0iC+++IIBAwbQoEEDLrzwQh588EGmTJkS7K6JM5wKH4aKuBfAuARbMDkgx6kVHsO4c27kqvodAPho83xumP8VaYX+nXl7phqzYTa78w+TFBLJQy37B/Zgro3gyTTuc1vLvzONqBhV+sJ4dnY2cXFxXp/jcDhwOBxHv87JyQHA6XTidFauiRFH+lPZ+lXZVYrzZrsZFZKNqegLPDlPoj1mtP18vx/GBDzWYgBnxdbmudW/sjRjFxfO/ICnWg1iQM2yLTGoFOetkliZuZexJVV4nmp1LiGYvZ4XX8+dKpyDCdCWDrhdCjgz/g0q089cWfqgdBWdc75161bat2/P66+/zogRI076vGeffZbnnnvuuMfHjRtHWFhYILsozjia1vW+p27SIrRWLN92FfsyAjftP107GKd3so9CANoSy0WqFqEyMaRM8rSTd/VmsnByFrEMNQXukusR3VLeJS5yF2t2XszOg3LpNRgKCgq4+uqryc7OJioqyutzgx6Ujz76KK+88orX52zYsIFmzZod/To1NZWePXvSq1cvPv30U6+vPdGIMjk5mfT09FOenIrmdDqZMWMG/fv3x2q1Brs7VUalOm/ag8p/BpNjChoTOuIVtP28gB3O6XHz4eZ5fLb1HzxokkIiebb1YLolNjj1ayvTeQsSh9vFzQu/ZdXhVOqGxzG++w1EWO2nfJ1P585zCPPhXgC4Y2aBOakcPa+aKtPPXE5ODvHx8aUKyqC/9XzggQcYPny41+c0aPC///T79u2jd+/edO3alY8//viU7dvtduz243/wrVZr0P+hTqYy960yqyznTVtfQueYUIWTUXmPoMwWVOjggBzLipX7W/Wnd81mPLrsB3bnZ3L74u+4MLk1j7YaSKz91FdNKst5q2haax5b+ROrDqcSZQ3hg7OvIjYsokxtlOfc6YI5aABrG6whZ2Yh9MrwM1eW4wc9KBMSEkhISCjVc1NTU+nduzft27fniy++wGSqMnORxBlEKRNEvYhGQ+H36OwHABcq9KKAHfOsaslM7XMrb6+fxTfbFvHTntXMP7iVR1oN5ILkVrJB9Am8tX4m0/auxaJMjO58BfUj4yvkuLroNwCUfUCFHE/4rsokTWpqKr169aJOnTq8/vrrHDp0iAMHDnDggH8LUwvhD0qZUFH/B6FDAA86+2F0wfiAHjPMYuPx1oMY1/MmGkUmkFlcwCPLpjJ8/ldsyj4Y0GNXNR9umssnm43lGU+3HUyXhIrZC1K7dkOxMWmIkEEVckzhu6CPKEtrxowZbN26la1bt1K79rGXK6rofCRxmjs6slShUPA1OucZ8OShIk4++cwf2sbV5vs+t/LFlgV8sHEui9N3cumsj7i8fjvuad6nVJdjT1cerXlj3Z98vmUBAA+17M/l9Spuwb8uLFk6ZOuGsiRX2HGFb6rMiHL48OForU/4R4jKSimTUZAg/HYAdN5reHLfCvjPrc1k5tamPZjWfySDaqXgQTNhxzIGzRjD51sWnJE1Y50eN48t++FoSD7Qoh83Nu5aYcfX2gWFxrpvFXZFhR1X+K7KBKUQVZVSClPkfaiIh4wH8j9A5zxl/OIMsFphMbzV6XLGdr+eplFJ5DiLeG3tDAZOH8PEXctx+bmYe2V12FHAiL+/4ac9qzErxah2F3FzkwpeluGYBZ40MMWBvW/FHlv4pMpcehWiqlMRI8AUgc55Fgonoj3pEPMWSoUG/NidEurxfZ9b+Gn3asZs+Iv9hdm8uOZ34rDh2FWTy+q3x24+PX8dLEjbzpPLf2R/YQ5hFhtvdhxCz+qNK7wfOv9z45PQy1HKVuHHF+UnI0ohKpAKu8rY/Bk7OGahM4ehPZkVcmyzMnFJ3bb83v9Onmx9LtXs4WRSzAtrfqffH6P5bPPf5Dkdp26oiihwFfPCql+56e+v2V+YQ53wOMb3vCk4IVm8omS3ECsq7LoKP77wjQSlEBVMhQxAxY0FFQPOVeiMK9GunRV2fJvZwjUNO/Frnzs4X9UiKSSSdEcer6/7kz5/vMVLq39nR25GhfUnEBan7+SSWR8ybvsSAK6q34EpfW6lSVRiUPrzv9HkhShzcPogyu/0vNYiRCWnbO2g2nh05s3g3onOuBxixqDsXSqsD6FmK91VAs/1uZY/Dmzk081/sz0vna+3LeLrbYvoklCfofXb07t60ypzWXZ1ZipjNsxmfto2AKqHRvFiuwvpltgwaH3Sru3gmA6ACrsxaP0Q5Vc1fvqFOA0pS0OoNhGddYcxsjx8I0Q9gwobWqH9sJrMXFK3LRfVacPfadsYt30Jcw5sZuGhHSw8tINIq53+NZtzQXJrOsbXxawq14UorTUrM/fyyeb5zD6wGQCLMnFZvbO4P6UfUbaQ4PYvbzSgwd4XZa34y77CdxKUQgSRMidA3Nfo7Meh6BdjNqxrKyrykQrf9d6kFD2SGtEjqRGpBVlM2rmcn3avYn9hDlN2rWTKrpXE2yPoVb0xfWo0pUtCA0ItwStDllNcxM97VjNx5zI256QZ3wOKC+u05o5mPUkOjw1a347QxSuh6DdAoSLuDnZ3RDlJUAoRZEqFQPQbYGmEznsbCsaiXZsg5m2Uyfs2coFSKyyGe1P6cHfz3izN2MUve9bwR+p60h15TN61gsm7VmA3WeiUUI+O8XXpUK0uLWJqYAvwJdoDhTn8fXAbcw5uYd7BLRS5jSU2dpOFc2u34JYm3SusFN2paK3RuS8bX4ReirKWbRs0UXlIUApRCSilIOIOsDREZz8CxQvR6ZdC7BiUtVXQ+mVSik7x9egUX48nW5/LkvRdzD6wiVn7N7O/MJt5B7cy7+BWwChy0CgqkZYxNWgSlUST6CTqRsQRb4/AVI5as7nOIjZlH2Rj9gE2ZB9gVWYq23IPHfOcJlGJXFGvPecntyLaFvhlNmVS9EvJTNcQVMQ9we6N8IEEpRCViAoZCOYG6KyRJZN8roKoZyB0SNALm9vMFrolNaRbUkOeaH0um3PSWHhoB0vTd7E8YzfZzkLWZ+1nfdb+Y15nVSYSQ6OoHhpFjC2UMIuNMLONUIsVj9Y4PW6cHjcOj4tDRXkcKsolrSiX3BMsVVFAq9hadE9qSJ/qTUmJqRH083Ii2pONzn0JABVxG8pcPcg9Er6QoBSiklHWxlDte3T2w+CYic55AooXQ9SzKFN4sLsHGCPgptFJNI1O4vpGXdBaszv/MGuz9rEl+yCbctLYnHOQAwU5OLWH1IIsUguyynycGqHRNI+uTrOYJJpFV6djfD1iKtvI8QR07uvgyQBzQwi/OdjdET6SoBSiElKmSIh5D/I/NmZNFv2Idq6BmNEoa9Ngd+84SinqRsRRNyIOarc8+rjL4yGtKJcDhdkcKMwhz+kg3+WgwFVMgduJWSmsJjM2kwWbyUw1ewSJoZEkhhh/SrOJcmWji5dC4QQAVPTzUoXnNCBBKUQlpZQJIm4DW3t01v3g3o7OGAJRj0HoVZXykuN/WUwmaoZFUzMsOthdqRDak43OKqnpGzoEZesY3A4Jv6hcC6KEEMdRto6o+B/Bdg7gQOc8i866Fe0+dKqXigqktceYiOVJBXMyKvKxYHdJ+IkEpRBVgDLFoWI/RkU+DtjA8Rc6/Xx00Z/B7po4ouBzY4cQbKiYMcblc3FakKAUoopQyoQKH46qNgUszUAfRmfdgSf7UbQnO9jdO6Pp4iXo3DcAUFFPoqwpQe6R8CcJSiGqGGVtgqo2uWQ2pYLCKej089BFfwS7a2ck7dqLzroLcEPIhRBasSUIReBJUApRBSllwxT5MCpuHJjrg+cQOusuPIfvQrvTgt29M4fnEPrwDeDJBEtzVNTzVWKSlSgbCUohqjBla4+K/wnCbwcs4PgDnT4Inf8VWruD3b3TmtVcgCnnFnDvAnNtVOxHKFNYsLslAkCCUogqTik7psj7UNW+B2sr0Hno3BfRGUPQxauC3b3Tk86nU9PPUe7NYEpAxX4h1XdOYxKUQpwmlLU5Km4iKupZUJHgWofOvNyY7OM+EOzunTa0JwdTzi3ERe5CqyhU7OcoS91gd0sEkASlEKcRpcyosKtR8X9A6KXGg4VT0OkD8eS+g/YUBLeDVZx2p6Izr0S5VlLsCsUT9UmlrJQk/EuCUojTkDLHY4p+GRU3CaztQBdC/rvo9AHogu/Q2hnsLlY52rkGnXEFuLaiVSL/bLgNLC1P/UJR5UlQCnEaU7Y2qLjxqJh3wFwbPGnonKfR6eehHL8AnmB3sUrQRX+gM68FzyGwNMUTPZ6cgprB7paoIFLrVYjTnFIKQgaBvQ8UfIfOfx/cuzDlPUKvVkkoB2jLBSglvw7+S3sK0LmvQuE44wFbD1TMaHBXvWLtovxkRCnEGUIpGyp8GCp+JiriAbSKIjLsIKa8R0ouyY5H6+P3gDxT6eJV6IyL/xeSYTeVLAGJCGq/RMWToBTiDKNM4aiIW/HETGfDnkFoFQvuveicZ9CHeqPz3kO7M4LdzaDRutiY+JR5Jbh3gikJFfsFpqhHZNR9hpKgFOJMZYpk676+eGJnoCKfBFMN8KSj80ajD/XEk/UI2rk22L2sMFprdNF0dPpgyH8XoyTdYFT8Lyh7t2B3TwSRvD0S4kynQlHhwyDsSij6A10wFpyroWgqumgq2tIcFToEQi9AmWKC3duA0MWr0LmvgHOp8YApHhX5OCr0/OB2TFQKEpRCCMC4h0noBajQC9DFK9EFX0PR7+DagM59AXJfRof0Q4WcD/ZzUKpqT2jRWkPxAnT+x1D8T8mjIRB+Iyr8ZrkXKY6SoBRCHEfZ2qJsbdGeJ6HwZ3ThZHBthKLf0EW/gYpAhwxAhQwC29lVKjS1LoKi6ej8z8G1vuRRM4RehIq4V0rRieNIUAohTkqZYiF8GIRdZ5TEK/wZin4Fz0Gj4k/hFFChaNvZKHsvsHVDWZKD3e3jaO2G4kXoop+h6A/QecZfqFAIvRwVfgPKXCu4nRSVlgSlEOKUlFJgbYmytkRHPgLOZeiiaVA00whNxyy0YxYA2lQLbB1Rts5gOwvM9VCq4ucNanc6FM9HO+aBYz7ow//7S1MtVNgQCLvaeDMghBcSlEKIMlHKVBKEHdGRz4BrAzjmoIsXQPFS8KRCUSq66IeSF4SjrS3B0gJlbQLmhmCpjzJF+a1P2pMHrq3gXG3M1HWuAfe2/3Q8GkIGoUIvBGv7oIS3qJokKIUQ5WaMNFPAmoLidrQnH5wr0MWLoHgJONeBzofiRcalz3+9VpuqGUtSzElgSkSZE0BFgQor+RNa8ky38Ue7QGeDJxvtyQJPOrj3gHu3sXHyiVhagL07yn4OWNuilDWwJ0ScliQohRB+o0zhJcHUHQCtXSUjvXVo11pwbQPXDuNyrSfD+OMy1mpqbw2XhikerC3A0gplbQW2NihTnK+tCiFBKYQIHKUsYG0G1mYoLjv6uPbkgXsXuA8ahdrdB42C4zoPdAF48o0dT5QCzBi1USxgigJTDJhiUCoWLMlgrgPmOrKcQwSMBKUQosIpUwSYWhgjQEAFuT9CeCN3s4UQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIIL6pkUDocDtq2bYtSipUrVwa7O0IIIU5jVTIoH374YWrWrBnsbgghhDgDVLmg/O2335g+fTqvv/56sLsihBDiDGAJdgfK4uDBg4wYMYIffviBsLCwUr3G4XDgcDiOfp2TkwOA0+nE6XQGpJ/ldaQ/la1flZ2ct/KR81Z+cu7KpzKdt7L0QWmtdQD74jdaa8477zy6devGk08+yc6dO6lfvz4rVqygbdu2J33ds88+y3PPPXfc4+PGjSt12AohhDi9FBQUcPXVV5OdnU1UVJTX5wY9KB999FFeeeUVr8/ZsGED06dPZ+LEicyZMwez2VzqoDzRiDI5OZn09PRTnpyK5nQ6mTFjBv3798dqtQa7O1WGnLfykfNWfnLuyqcynbecnBzi4+NLFZRBv/T6wAMPMHz4cK/PadCgAbNmzeKff/7Bbrcf83cdOnTgmmuuYezYsSd8rd1uP+41AFarNej/UCdTmftWmcl5Kx85b+Un5658KsN5K8vxgx6UCQkJJCQknPJ577zzDi+++OLRr/ft28fAgQOZMGECnTt3DmQXhRBCnMGCHpSlVadOnWO+joiIAKBhw4bUrl07GF0SQghxBqhyy0OEEEKIilRlRpT/Va9eParIhF0hhBBVmIwohRBCCC8kKIUQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIILyQohRBCCC8kKIUQQggvJCiFEEIILyQohRBC/H97dxMSVdvHcfw3+nT7UhoUpFhaKoKLMDHTXiAnkAzcGPRCtFAJIRhDcVHmIldhhFAwRLopozcjoSQIyU3WIkmyFgkGLizRTCtyBgOV8dyLm3weCa68B56uM833Ay7mmln8+DPDz+ucwzkwoCgBADCgKAEAMKAoAQAwoCgBADCgKAEAMKAoAQAwoCgBADCgKAEAMKAoAQAwoCgBADCgKAEAMKAoAQAwoCgBADCgKAEAMKAoAQAw+I/tAL+b4ziSpEAgYDnJzxYWFvT9+3cFAgGtWrXKdpyIwdzCw9zCx+zC46a5/eiAH51gEnVFGQwGJUnp6emWkwAAbAsGg1q7dq3xMx5nJXX6B1lcXNTExISSkpLk8Xhsx1kmEAgoPT1dY2NjSk5Oth0nYjC38DC38DG78Lhpbo7jKBgMKi0tTTEx5rOQUbejjImJ0aZNm2zHMEpOTrb+JYpEzC08zC18zC48bpnbr3aSP3AxDwAABhQlAAAGFKWLxMXFqbm5WXFxcbajRBTmFh7mFj5mF55InVvUXcwDAMC/wY4SAAADihIAAAOKEgAAA4oSAAADitLl5ubmlJ+fL4/Hozdv3tiO42qjo6M6ceKEMjMzlZCQoOzsbDU3N2t+ft52NFe6cuWKtmzZovj4eBUXF+vly5e2I7laS0uLduzYoaSkJG3YsEEVFRV69+6d7VgR58KFC/J4PKqvr7cdZcUoSpc7ffq00tLSbMeICMPDw1pcXFR7e7uGhoZ06dIltbW1qampyXY017l3754aGhrU3NyswcFBbdu2TWVlZZqamrIdzbX6+vrk8/nU39+v3t5eLSwsaP/+/ZqdnbUdLWIMDAyovb1deXl5tqP8Ow5c6/Hjx05ubq4zNDTkSHJev35tO1LEuXjxopOZmWk7husUFRU5Pp9v6XUoFHLS0tKclpYWi6kiy9TUlCPJ6evrsx0lIgSDQScnJ8fp7e11SkpKnLq6OtuRVowdpUt9+vRJNTU1unnzphITE23HiVgzMzNat26d7RiuMj8/r1evXqm0tHRpLSYmRqWlpXrx4oXFZJFlZmZGkvh+rZDP51N5efmy712kiLqbokcCx3FUVVWlkydPqrCwUKOjo7YjRaSRkRH5/X61trbajuIqnz9/VigUUkpKyrL1lJQUDQ8PW0oVWRYXF1VfX689e/Zo69attuO4XmdnpwYHBzUwMGA7SljYUf5GjY2N8ng8xr/h4WH5/X4Fg0GdPXvWdmRXWOnc/tf4+LgOHDigw4cPq6amxlJy/Kl8Pp/evn2rzs5O21Fcb2xsTHV1dbp9+7bi4+NtxwkLt7D7jaanp/XlyxfjZ7KysnTkyBE9evRo2fMyQ6GQYmNjdfz4cd24ceP/HdVVVjq3v/76S5I0MTEhr9ernTt3qqOj45fPmos28/PzSkxMVFdXlyoqKpbWKysr9e3bN3V3d9sLFwFqa2vV3d2tZ8+eKTMz03Yc13v48KEOHjyo2NjYpbVQKCSPx6OYmBjNzc0te8+NKEoX+vDhgwKBwNLriYkJlZWVqaurS8XFxa5/nqZN4+Pj2rdvn7Zv365bt265/gdoS3FxsYqKiuT3+yX9cygxIyNDtbW1amxstJzOnRzH0alTp/TgwQM9ffpUOTk5tiNFhGAwqPfv3y9bq66uVm5urs6cORMRh645R+lCGRkZy16vWbNGkpSdnU1JGoyPj8vr9Wrz5s1qbW3V9PT00nupqakWk7lPQ0ODKisrVVhYqKKiIl2+fFmzs7Oqrq62Hc21fD6f7ty5o+7ubiUlJWlyclLSPw//TUhIsJzOvZKSkn4qw9WrV2v9+vURUZISRYk/SG9vr0ZGRjQyMvLTPxQcOFnu6NGjmp6e1rlz5zQ5Oan8/Hz19PT8dIEP/uvq1auSJK/Xu2z9+vXrqqqq+v2B8Ntw6BUAAAOucgAAwICiBADAgKIEAMCAogQAwICiBADAgKIEAMCAogQAwICiBADAgKIEAMCAogQAwICiBADAgKIEosTdu3eVkJCgjx8/Lq1VV1crLy9PMzMzFpMB7sZN0YEo4TiO8vPztXfvXvn9fjU3N+vatWvq7+/Xxo0bbccDXIvHbAFRwuPx6Pz58zp06JBSU1Pl9/v1/PlzShL4BXaUQJQpKCjQ0NCQnjx5opKSEttxANfjHCUQRXp6ejQ8PKxQKMRDmoEVYkcJRInBwUF5vV61t7ero6NDycnJun//vu1YgOtxjhKIAqOjoyovL1dTU5OOHTumrKws7dq1S4ODgyooKLAdD3A1dpTAH+7r16/avXu3vF6v2traltbLy8sVCoXU09NjMR3gfhQlAAAGXMwDAIABRQkAgAFFCQCAAUUJAIABRQkAgAFFCQCAAUUJAIABRQkAgAFFCQCAAUUJAIABRQkAgMHfi4G0Ea6nJaYAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(5, 5))\n", "niveles = ax.contour(xx, yy, Z_new, levels=(0, 1, 2, 4, 10, 16)) #Si a levels le pasan, en cambio, un entero dibuja esa cantidad niveles, elejidos para que queden \"bien\" (ver documentación)\n", "ax.clabel(niveles, inline=1, fontsize=10) #dibuja el nivel en las lineas\n", "ax.set_title('Curvas de nivel')\n", "plt.xlabel('$x$')\n", "plt.ylabel('$y$')\n", "plt.grid()" ] }, { "cell_type": "markdown", "id": "f756bd58-2d0c-4066-8eb9-e8c5f587b9c4", "metadata": {}, "source": [ "## Número de condición\n", "\n", "Sea $$B=\n", "\\begin{bmatrix}\n", " 1 & 1-\\epsilon \\\\\n", " 1-\\epsilon & 1 \\\\\n", "\\end{bmatrix}\n", "$$\n", "\n", "Si $\\epsilon$ es pequeño está matriz está cerca de ser singular. Sea el sistema:\n", "\n", "$$\\mathbf{a}=\\mathbf{B}\\mathbf{x}$$ \n", "\n", "Quiero encontrar $\\mathbf{x}$. Entonces $\\mathbf{x}=\\mathbf{B}^{-1}\\mathbf{a}$. Pero el número de condición es importante para esto. Se puede chequear que:\n", "\n", "$$\\chi (B)=\\frac{2-\\epsilon}{\\epsilon}\\approx \\frac{2}{\\epsilon} $$" ] }, { "cell_type": "code", "execution_count": 33, "id": "938cc4a5-decf-4291-8971-2717e977bd89", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "epsilon:\n", "[1.00000000e-06 1.58489319e-05 2.51188643e-04 3.98107171e-03\n", " 6.30957344e-02 1.00000000e+00]\n", "\n", "Condition numbers:\n", "[np.float64(1999999.0001794312), np.float64(126190.46889614545), np.float64(7961.1434110697965), np.float64(501.3772863019298), np.float64(30.697863849222262), np.float64(1.0)]\n" ] } ], "source": [ "#Veamos el número de condición en función de epsilon\n", "\n", "epsilon=np.logspace(-6,0,6, endpoint=True, base=10.0)\n", "condition_numbers = []\n", "for eps in epsilon:\n", "\n", " B = np.array([\n", " [1, 1 - eps],\n", " [1 - eps, 1]\n", " ])\n", "\n", " cond = np.linalg.cond(B)\n", " condition_numbers.append(cond)\n", "\n", "print(\"epsilon:\")\n", "print(epsilon)\n", "\n", "print(\"\\nCondition numbers:\")\n", "print(condition_numbers)\n" ] }, { "cell_type": "code", "execution_count": 34, "id": "e333e2e0-586b-4f27-a284-26ce56d57513", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 5))\n", "\n", "plt.loglog(epsilon, condition_numbers, 'o-')\n", "\n", "plt.xlabel(r'$\\epsilon$')\n", "plt.ylabel(r'$\\kappa(B)$')\n", "plt.title(r'Condition number of $B$ versus $\\epsilon$')\n", "\n", "plt.grid(True, which='both')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 38, "id": "ba696cf2-9b9c-49d2-ada2-a2221e08fdb9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Generemos vectores aleatorios gaussianos 2D para generar potenciales vectores a. Los vamos a generar con poca dispersion\n", "sigma=0.1\n", "a=sigma*np.random.randn(2,1000)\n", "\n", "x = a[0,:]\n", "y = a[1,:]\n", "\n", "plt.figure(figsize=(7, 7))\n", "\n", "\n", "plt.scatter(x, y, alpha=0.5)\n", "\n", "plt.xlabel(r'$a_1$')\n", "plt.ylabel(r'$a_2$')\n", "plt.title(r'1000 random vectors, $\\sigma=0.1$')\n", "\n", "plt.axhline(0, linewidth=0.8)\n", "plt.axvline(0, linewidth=0.8)\n", "\n", "plt.axis('equal')\n", "plt.grid(True)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 39, "id": "6cbfa24e-d1cb-4948-8dd4-6436659a4eea", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(6, 2, 1000)\n" ] } ], "source": [ "##Resolvemos los problemas inversos\n", "\n", "solutions = []\n", "\n", "for eps in epsilon:\n", "\n", " B = np.array([\n", " [1, 1 - eps],\n", " [1 - eps, 1]\n", " ])\n", "\n", " x = np.linalg.solve(B, a)\n", "\n", " solutions.append(x)\n", "\n", "solutions = np.array(solutions)\n", "\n", "print(solutions.shape)" ] }, { "cell_type": "code", "execution_count": 40, "id": "8a4f5182-acc2-42f7-9ea7-d8994939561b", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 3, figsize=(14, 8))\n", "\n", "for k, eps in enumerate(epsilon):\n", "\n", " ax = axes.flat[k]\n", "\n", " x = solutions[k,0,:]\n", " y = solutions[k,1,:]\n", "\n", " ax.scatter(x, y, alpha=0.4, s=10)\n", "\n", " ax.set_xlabel(r'$x_1$')\n", " ax.set_ylabel(r'$x_2$')\n", " ax.set_title(rf'$\\epsilon={eps:.0e}$')\n", "\n", " ax.grid(True)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "4a683759-b087-42d5-a6c1-cd1486037802", "metadata": {}, "source": [ "## Gaussianas multivariables\n", "\n", "Vamos a generar gaussianas 2D con una matriz de covarianza y media en particular.\n", "\n", "Sea \n", "\n", "$$C=\n", "\\begin{bmatrix}\n", " 1 & \\rho \\\\\n", " \\rho & 1 \\\\\n", "\\end{bmatrix}\n", "$$\n", "\n", "donde $|\\rho|<1$" ] }, { "cell_type": "code", "execution_count": 41, "id": "4d01a9c6-2e06-4078-8dac-d1b1bc8387ad", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(6, 2, 2)\n" ] } ], "source": [ "rho=[0, 0.2, 0.5, 0.8, 0.95, 0.99]\n", "matrices=[]\n", "for i in rho:\n", " C = np.array([\n", " [1, i],\n", " [i, 1]\n", " ])\n", " matrices.append(C)\n", "\n", "matrices=np.array(matrices) \n", "a=np.random.randn(2,1000)\n", "print(matrices.shape)" ] }, { "cell_type": "code", "execution_count": 42, "id": "7dec0322-5cf3-4bc2-8ed0-23103d7ab88c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(6, 2, 2)\n" ] } ], "source": [ "#Computamos la factorizacion de Cholesky\n", "L = []\n", "\n", "for C in matrices:\n", " L.append(np.linalg.cholesky(C))\n", "\n", "L = np.array(L)\n", "\n", "print(L.shape)" ] }, { "cell_type": "code", "execution_count": 43, "id": "38554c2c-0c70-407f-a7a4-994196a46c68", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(6, 2, 1000)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Generamos los vectores aleatorios con las nuevas matrices de correlación\n", "\n", "a_new=[]\n", "for l in L:\n", " a_new.append(l@a)\n", "a_new=np.array(a_new) \n", "print(a_new.shape)\n", "\n", "fig, axes = plt.subplots(2, 3, figsize=(14, 8))\n", "\n", "for k, corr in enumerate(rho):\n", "\n", " ax = axes.flat[k]\n", "\n", " x = a_new[k,0,:]\n", " y = a_new[k,1,:]\n", "\n", " ax.scatter(x, y, alpha=0.4, s=10)\n", "\n", " ax.set_xlabel(r'$x_1$')\n", " ax.set_ylabel(r'$x_2$')\n", " ax.set_title(rf'$\\rho={corr}$')\n", "\n", " ax.grid(True)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ef5063c5-ebd9-44b8-98ff-5717df945e54", "metadata": {}, "source": [ "## Ejercicios\n", "\n", "1) Implemente una funcíón que dados dos vectores en $\\mathbb{R}²$ calcule via Gram-Schmidt una base ortonormal. Pruebe la función con varios conjuntos de 2 vectores. Qué pasa si los dos vectores son linealmente dependientes? Si observa algún problema, explique de donde viene. Qué se le ocurre para resolverlo? Ahora haga una función que ortogonalice un número arbitrario de vectores en $\\mathbb{R}^N$\n", "2) Consider el archivo gaussian_vectors.npy que se encuentra en [Link](https://github.com/lreyvega/lreyvega-IIA-TB056/blob/main/data/gaussian_vectors.npy). El mismo contiene 1500 realizaciones de vectores gaussianos i.i.d. Estime la media, la matriz de covarianza de los mismos. Transformelos en vectores gaussianos con media cero y matriz de covarianza igual a la identidad. Verifique el resultado final mediante un scatter plot.\n", "Ayuda: para cargar los vectores una vez bajado el archivo puede usar x = np.load('gaussian_vectors.npy'). Fijense además en las funciones [np.mean](https://numpy.org/devdocs/reference/generated/numpy.mean.html#numpy.mean) y [np.cov](https://numpy.org/devdocs/reference/generated/numpy.cov.html). Para np.mean fijese sobre que axis debe correr el promedio. Para np.cov fijese que el mismo recibe como entrada un conjunto de arrays 1D y los que estan en el archivo tienen shape (2,1500). Además fijese como espera la función recibir las dimensiones de las observaciones.\n", "3) En el mercado de smartphones, los dispositivos con mayor capacidad de almacenamiento suelen\n", "tener baterı́as más duraderas. Modelar estos datos podrı́a ayudar a estimar la duración de la baterı́a\n", "en función de su capacidad de almacenamiento, algo útil para los consumidores a la hora de elegir\n", "un nuevo dispositivo. Sea $X$ la capacidad de almacenamiento de los smartphones (en TB) e $Y$ la\n", "duración de su baterı́a (en dı́as), con densidad de probabilidad conjunta de la forma:\n", "\n", "$$ \n", "p_{X,Y}(x,y) =\n", "\\begin{cases}\n", "\\frac{3}{4}, & 0 < y < 1+x^2,\\quad 0 < x < 1,\\\\\n", "0, & \\text{otherwise}.\n", "\\end{cases}\n", "$$\n", " a)Calcular la esperanza condicional\n", "\n", " b)Calcular la mejor curva de regresión téorica de la forma $\\beta x+\\beta_0$. Ayuda: Así se prueba la esperanza condicional es la mejor curva de predicción en términos de MSE puede hacer lo mismo fijando la forma de la función a $\\beta x+\\beta_0$\n", "\n", "4) Suponga dos variables aleatorias $(X,Y)$ distribuidas de acuerdo a $p(X,Y)$ y tales que $E[(X-\\mu_X)^2]=\\sigma_X^2$, $E[(Y-\\mu_Y)^2]=\\sigma_Y^2$ y $E[(x-\\mu_X)(Y-\\mu_Y)]=\\sigma_{XY}$. Suponiendo que nos interesa estimar $Y$ observando $X$ y de forma óptima de acuerdo al MSE. Justifique que la peor situación posible en términos de MSE es que $(X,Y)$ sean conjuntamente gaussianas con los mismos parámetros $\\sigma_X^2$, $\\sigma_Y^2$ y $\\sigma_{XY}$. \n", "\n" ] }, { "cell_type": "code", "execution_count": null, "id": "5048b7c1-3941-49e7-b701-612e9984515c", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python (jupyter_env)", "language": "python", "name": "jupyter_env" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }