{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# SME0822 Análise Multivariada e Aprendizado não-Supervisionado\n", "\n", "Por Cibele Russo - ICMC USP\n", "\n", "## Distribuição Normal Multivariada - Alguns comandos em Python" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "mean = [0, 0]\n", "\n", "cov = [[2, 0], [0, 1]] # diagonal covariance" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "x, y = np.random.multivariate_normal(mean, cov, 5000).T\n", "\n", "plt.plot(x, y, 'x')\n", "\n", "plt.axis('equal')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "mean = [0, 0]\n", "\n", "cov = [[2, 1], [1, 1]] # non-diagonal covariance" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "\n", "x, y = np.random.multivariate_normal(mean, cov, 5000).T\n", "\n", "plt.plot(x, y, 'x')\n", "\n", "plt.axis('equal')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/cibele/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:22: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.\n" ] }, { "data": { "image/png": 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u9hxUguM4tLe3o729HcPDw5BlGalUCrFYDIuLi8hmswgGg4pnobW1tdlTdhTqxH51Lg/zLKjFgrrHAokFgiCaDYkDgngCUPcuAGBL4qksy1hbW8Pm5iaeffZZtLe3Wz4mYR0cxyEYDCIYDOLkyZOQZVnp3jw7O4t8Pq90b+7q6qqre3M53Ci+mDjQoicWRFGEIAjKNkwseL1e8DxPYoEgCFshcUAQxxxZllEoFCCKom3egnw+j+npabS0tOBbvuVbmlYFx45jPa6eg2pwHIeOjg50dHTg9OnTkCRJEQubm5sQBKFELDRakcptBrLRe0IvZ0EtFjiOg9frVf5HYoEgCKshcUAQxxijvQvMJBaLYWZmBufPn0dfX5/l4xG1YdU9wPM8wuEwwuEwzpw5A1EUcXBwgFgshvX1dYiiqOQrdHZ2PhF5J/Wcaz2xoC0eQGKBIAgrOf5PZ4J4Aqm1d4FZYy4tLWF3dxc3b95EIBCwfEwn4EbPgR3z9Xg8itcAKPa2iMfjiMViWF1dBQB0dnYq/3Nz92Y9yoUV1QqJBYIg7IbEAUEcM+rpXdAouVwOExMTCIfDGBsbo2ZaxBE8Hg+6u7vR3d0NoFjBKh6PIxqNYnl5GTzPK56Fjo6OErHgNvEFWDdnPbFQKBSOiAWW4ExigSCIWiFxQBDHCJZ0bGcY0e7uLubm5nDx4kWcOHHC8vGchhs9B07A6/XixIkTyj1TKBQQi8Xw6NEjLC4uwuv1Kp4Hs1bh7caunBetkNKKBZbc7PV6bXsuEAThXkgcEMQxoBlhRJIkYWFhAYlEAqOjo2hpabFsLLcah4RxfD4fent70dvbC6DojYrFYnj48CF2dnZwcHCAnp4edHV1IRQKOf5+aNY9qycW8vk8crkcgGJuiM/nUzwLJBYIgtBC4oAgXI4kSdja2oLH40E4HLblRS9JEm7fvo2enh6MjIxYOqbTDRenz8+ttLS0oL+/H/39/fB4POjo6IAkSVhfX0cymURra6viWWhvb6frUAa1WGAeLiYW2EKCNgyJIIgnGxIHBOFS1L0L9vf30dLSgs7OTsvH3d7eRjqdxujoKCKRiOXjAeQ5eNKRZRl+vx9dXV0YGBiALMvIZDJKcnMymUR7e7uSs9DW1tb0+0WWZccZ2uoOzUCpWMjn8wCAVCqFUCiEQCBAYoEgnlBIHBCEC9H2LrDjBS6KIubm5pDL5RAMBhEOhy0fEyiGQVBMv7m48XyqjX2O49DW1oa2tjYMDQ1BlmWk02nEYjEsLS0hnU6XdG9uRuUsNwhaPbGwtram9K0AQJ4FgngCIXFAEC5Dr3cBz/PKy9wKkskkJicnMTQ0hMuXL+PWrVu2GpiNjOV0A81ujuP54DgO7e3taG9vx/DwMGRZRjKZRCwWw/z8PHK5HEKhkOJZaG1tbfaUHQlLrvd6vfB4PJBlWclZYJ4FlrPAtiGxQBDHDxIHBOES1GFEWm+BlRVzNjY2sLq6imvXrqGjowMALBcjashzQNQKx3EIhUIIhUI4deoUJElSxMLs7Czy+XxJ92a/32/6HNzgOdBDPW+9sqmyLCOXyx1JcFZXQyIIwt2QOCAIF1CtdwHP80rpQrMQBAEzMzMAgPHx8ZKOtnaX7yRx8GTTqKHN8zw6OjrQ0dGhhMyw7s0bGxsQRRHhcFjp3uzz+Zo+52ZRad5GxILH4ynxLLjxHBDEkw6JA4JwOHphRFrMNtYPDg4wNTWF06dPY2hoyPLxKkGeA8JsWMO1zs5OnD17FqIoYn9/H7FYDGtra5BluUQsqIWxUdx6z9YiavTEgiRJyGazyt9ILBCE+yBxQBAOpZbeBWaF+bCExM3NTTzzzDMIBoNlx3OL58CtK7iEfXg8HkQiEaX6liAIilhYWVkBx3FKvkI4HC7pI1AJN953jfxeSCwQxPGAxAFBOBBJklAoFMqGEWkxYyW/UChgamoKLS0tGB8fr2gAuclzQMYHUSterxfd3d3o7u4GUPxtxONx7O7u4v79+/B4PIpXIRwO6wp3t4pSM+ddTixkMpmSSkkkFgjCWZA4IAgHoU46Bo6+XMvRqOcgFothZmYG58+fR19fX9XtOY6zLSEZqN9zQIaGPm4LeWm2oe3z+dDT04Oenh4Axb4A8Xgcjx49wsLCAnw+n5LcHAqFXF3Bx8pzra6uxsYisUAQzoPEAUE4BG0YUS0vxXpX8mVZxvLyMnZ2dnDz5k3D9eDt9Bw0MhbrB2FFNRq3QsZW4/j9fvT29qK3txcAkMvlEIvFsLm5iUQigZaWFkiSpJQDddM5t3O+RsQCq4JEYoEg7IPEAUE4gFrDiLTU4znI5XKYnJxER0cHxsbGalrtdIM4yOfzmJiYUJK5WYJpV1dXXQmmBFGOlpYW9Pf3o7+/HwCQyWQwPz+Pvb09PHz4EIFAQLn32tvbHW3gNlPM6IkFdflmAEpDNq/XC57nHX0uCcKt0BuSIJpIpd4FtVCrAb27u4u5uTlcvHgRJ06cqHk8OxOS6xEH0WgU9+7dw4ULFxAOhyFJkpJgurq6WneCKdEc3BYGFQgEEAwG0dnZiUgkgkwmoyQ3p1IptLe3l3RvdpqB65T5lBMLgiAon6vDkEgsEIQ5kDggiCZRrXdBLRj1HEiShMXFRRwcHGB0dBQtLS11jWdnzkEt4kCWZSwtLWF3dxcjIyNoaWlBPp8/Uo1Gm2Dq9XqPTcz4ccVtRp+69HBbWxva2towNDQEWZaRSqUQi8WwuLiITCZT0r3ZaGjfk4hegjMTC9FoFH6/X/EMklggiPohcUAQTcBI74JaMLKSn8lkMDExgRMnTmBkZKShMZ0YVpTP5zE5OYlgMKiESZX7njbBVBsz3tra6powEMKZlAvP4TgOwWAQwWAQJ0+ehCzLSvfm+fl55HI5hEIh5f6rV8A/CaifnclkEsFgEIIglBR0UOcskFggCGOQOCAIG6mld0EtVFvJ397exuLiIq5cuYKuri5TxnOSOGDVlp5++mnF4K8Fdcy4LMu6YSCRSIRWdgnT4TgOoVAIoVAIp06dgiRJSCQSyj1dKBRKGrJRcr0+kiSB5/mSZyorSKAVCz6fDx6Ph8QCQZSBxAFB2ISZYURayhnQoihibm4OuVwOY2NjphkWTgkrqrfaUrXx9MJAotFoycouEwtkrFmP23IOgPoTe3meRzgcRjgcxpkzZ5R8mXg8jvX1dYiiWCIWfD6fBbN3H3rnm+UkqLfRigV12VQSCwRRhMQBQdiA1tVt9gtIL+cglUphYmICg4ODuHz5sqljOiEhWS+MyKrxWRiIemU3Go1iY2MDoigim81id3cXnZ2drqiE5EZj221Gm1lVf3ieV0KMzp49C1EUleT6tbU1yLJcklzvhvvPCmRZrvoM0BML+XweuVwOQPFcM7Hg9XoteVYThBt4Mp8iBGETjfQuqAWtAb25uYmVlRVcu3YNHR0dlo9nJXpjsZCLCxcuKLXm7UK9ssuMtVu3biEej2NlZcXxlZDI2HE32uR6QRAQj8cRjUaxvLzs+PvPKphHthYqiQX2vPb5fEoYEokF4kmBxAFBWESjvQtqgXkOBEHAzMwMAGB8fNyyVcRmiQMrwogaxePxwOv14vz58wCoEhJRxK5+AV6vFydOnFBKEmvvP4/Ho9x/HR0dx/b+YzkHjaAWC+yZk8/nkc/nARSfs9qcBYI4jpA4IAiTYQmtuVwOra2ttrxAeJ5HPp/HrVu3cPr0aQwNDVk+nt3igIURtbe3WxpG1ChUCcl83BgG1axmYtr7L5/PIxaLYWtrC/Pz80q5z66uLgSDQcf+jmrF7PPN9kVigXgSIXFAECbCEt52dnaQTCaV1WSrx1xfX0c6ncbrXvc6BINBy8e0OyE5kUhgfn6+KWFEjVKtElIwGCxpiEXoQyKqPvx+P/r6+tDX1wcAyGaziMVi2NjYQCKRQEtLS4lYcCtGcg4aQU8ssEULtVjQJjgThBshcUAQJqHuXWC0KVmjFAoFTE1Nwe/3o7293baXu11hRbIsIx6PI5vNYnR01PXGs14lJG2N+46ODsVYo0pI7qVZnoNqtLa2YmBgAAMDAwCgiNW1tTUkk0nkcjmsr6+jq6sLbW1tjjwGPerJOWgEvYZssiwjl8vpJjiTWCDcBIkDgmgQvd4FHo/HcuOZJeU+9dRT6O/vx9e+9jVLx1NjhzhgYUSiKOKpp55yvTDQo1yNe3UlJJZc6pZKSEQRp4oDLYFAAIFAAIODg5BlGbdu3QIALC8vK54tdfdmpx6T1Z6DahgRCx6PRwlBYtWQCMKJ0JuGIBqgXO8CK8Nu1Em5N27cQFtbmyXjVMJqz0g8Hsf09DTOnz+PVCrlipeoGcagXiWkeDyuhCGxSjSRSAQdHR11V6JxWwy/2+brZniex/DwMIaHh5UeH7FYDIuLi8hmsyVhcK2trc2eroLdnoNq6IkFSZKQzWaVZwUTC8yz4KT5E082JA4Iok5EUUShUFAe9OoHu1XGcy6Xw+TkJEKhUFOTcq0SP7IsY2VlBdvb24rwWV5efmKNQ4/Hg+7ubnR3dwN4XInm0aNHWFxcVCohRSIRhEIhQ8aFWw0Qt83bLZ4DNdo5q3t8nDx5ErIsK92bZ2dnkc/n0dHRoXgWWlpamjp3J4ftVBILLJ+KJTeTWCCaDYkDgqgRvTAiLVaIg729PczOzuLixYtK2cJmYUVYUaFQwOTkJAKBAMbHx5XzamfZ1Hphc7T6ZV6uEtL6+jqSyaRSCSkSibgqXvw4chzEgRaO49DR0YGOjg6cPn1aCYNjIY6CIJTkzNjZvdlpnoNqqMVCMpmEx+NRxAKDPAtEsyBxQBA1YLR3gZniQJIkLC4uYn9/H6Ojo01dnWOYbbCrw4hYVRWrxjpOlKuEpI4Xp0pIhFFqFTTqMLgzZ85AFEUcHBwogtXOnBk3ijE15TwLmUympFISiQXCDkgcEIQBZFlWwoiAow9yLWYZtJlMBhMTEzhx4gRGR0cd8zIw6/hkWcbq6iq2trbK5k+4QRw4YY5GKyF1dnbaVobWLJp9buvBjcZqo3NWN1wDcCRnBkCJWDCze7Mbz3cl2DuGeVD1xILX61X+R2KBMBMSBwRRBda7QBRFw52OzfAcbG9vY3FxEVeuXFFetk7BjONjZVhbW1tLwoi0OMHwdiN6lZAODg4QjUaRyWRw+/ZtV1VCcpvh40Zj1ey4fW3OjCAIiMfjiEajWF5eBsdxJd2bGxULbjvftaAnFtiClVosMM8Cz/PH+nwQ1uLstwFBNBl17wKjwgBozHiWJAmzs7PIZrMYGxtzZK37Rg32/f19TE1NKWVYq43ViBCx4wXpBgHD8zw6OzvR0dGBaDSKGzduHKmExAy1cDjs6OROwhqsFjRerxcnTpxQcqYKhQJisdiRBPuuri6EQiG6BytQTiwIgqBcRxILRL2QOCAIHbSrMrW+pOoVB6lUCpOTkxgYGMDly5cd+zCv1xg2EkZk1lhEeWRZ1q2EpGeo1VIJiXiMGz0Hdif1+nw+9Pb2Kl3PWYL9w4cPMTc3B7/fXyIW3HY+7UQvZ4GJBfa5OgyJxAJRCRIHBKGhXO+CWuB5vmaDdnNzEysrK7h69SrC4XDNYwL2GST1GOwsjKilpaViGJEZY9mNG+bIKHd/6Blq0WgU6+vrSCQSCAQCiEQiTemc65Zzq8aN4qDZc1Yn2ANANpvVrcbV1dWF9vZ2151fPay6t/XEgiAIJXlzJBaIcpA4IAgV9YYRaaklFEYQBNy7dw+yLGN8fLzu2G+7ymkCtXtGagkj0uImw/s40dLSgoGBAQwMDJRUQlpaWkI6nVYqIUUiEVuaYZHhYj3NFgdaWltbde/BlZUVpFIptLe3K3kzbn1G2LmgoxULhULhiFhgHZxJLDzZkDggCBjrXVALRj0HiUQCk5OTOHXqFIaGhhp6GDOD3Y44XaMGuyzLWFtbw8OHD+vu5tyoOLDj5XvcBUylSkjqZlhsVdeJeTJ24zRD2whOnrPePZhOp0sE6/T0tOtK99r1zNbCOjQz9MSCumwqiYUnCxIHxBOP0d4FZiLLMh48eICNjQ0888wzCAaDDe/TTgPVyFj1hhHVM1azedJemuUqIcViMWxsbNha396pONnQLoeb5sxxHNrb29He3o7h4WHcunULp06dKindGwqFlPvQDu9WPTRLHGjREwv5fB65XA5AcfGJiQWv12vbu5JoDk/eE5sgDqm1d4FZMKPZ7/djfHzctFrfVnRlrjRWJYN9f38f09PTOHfuXM1hRFrcIA4Ad8bFmwWrhNTZ2YmzZ88eqW/faCUkNxmtbsbN51lPsCaTSUSjUUd7t5wiDrRUEgvsXenz+ZQwJBILxwsSB8QTiTaMyK6HGusEXE/sfTWc4DlgYUSbm5t49tln0d7ebtlYtWC10eMWAWMXlSohLSwswOfzKcnNx7UKjRsNbTfOGdAX5jzPo6OjAx0dHQCg690Kh8OKd8vn89k9bWVeThQHWtRigZ3vfD6PxcVFdHd3IxQKHclZINwLiQPiiaNZYUQrKyt49OhR3bH31bDTc6CXcF0oFDA9PQ2fz2eqR6QRw5tdXzLcH9MM409bCUldhSaRSKCtrU1Z0bW7EpJVuPGec6s4MGJg63m39vf3EYvFsLa2BlmWS8SCXaFwbhEHatg94vF4Sjo25/N55PN5AMXzTWLBvZA4IJ4YGu1dUC+5XA5TU1MIBoMYGxuzbNxmeg5YGNHZs2cxMDBg6VhOxA1zdBLaKjTaxNJgMKh4FpwaK24EtxnabhUH9czb4/EgEokgEokAKFaNY2KBhcKxfIVwOGzaYocWt55zhiRJSliR2rPAwpBILLgTEgfEE4EZvQvqYW9vD7Ozs3j66afR09Nj6Vh2ew7YC4AlVpsVRlRuLOJ4ok0sZZWQ1LHihUIBe3t7OHHihGNixY3gNqPPrYaqGavvXq/3SChcPB7H7u4u7t+/D4/Ho3gVzOwgzoxrtyKK4pH565VN1RML2mpIhHMgcUAceyRJwvLyMnp7e+Hz+Wx5+UmShGw2i6WlJYyMjNhWB94uI5rneYiiiLt375oeRqTFDeLADXN0C+rE0tOnT0OSJLz88stIpVLY2tqiSkgW4lZxYMW8fT4fenp6lEWdfD6PeDxekjej7t5cr3Frd1dqszEizMqJhVwup1RD8ng8ileBVUMimgc9VYljizrpeHt7GydOnLDlgZPJZDA5OQmO4zAyMmLbioidnoNkMol4PI6rV69icHDQ0rHI8H6yYSuMp0+fht/v1w3/aKQSEvEYt4oDO+L2/X7/kQ7isVgMm5ubSCQSaGlpUe7DYDBo+Dy6MedATT3z1xMLbEGN3YNMLDDPghvvSzdD4oA4lmjDiOwynNmq0pUrVzA3N2erUWuHEc3CiNbX1xEMBi0XBoA7xIEb5uhm1OdWL/xDXQnJ7/eXrOiSUWEct4qDZsy7paUF/f39StU51r15bW0NyWQSgUBAuQ/b29vLzu9JFAdaKokFBokFeyFxQBw7BEE40rvAanEgSRLm5uaQyWQwNjYGv9+vjGlXPKnVxygIAqanp+HxeDAyMoLXXnvNsrHUkOFNAOXj95/ESkhW4VZx4AQDOxAIIBAIYHBwELIsK2JhZWUFqVQK7e3tJd2b2Xl2wtwbxex7hsRC8yFxQBwbKvUusNJwTqVSmJycRH9/Py5duqSMa2eYD2CtEX1wcICpqSmcOXMGg4ODkCTJ9uRnJ+OGOT4pVKuEFAqFFCPNzZWQrMCthqrTRA3HcWhra0NbWxuGhoYgyzJSqRRisRgWFxeRyWSU7s2CILjynNtJObGgLqNKYsFcSBwQx4JqvQusMtQ3NzexsrKCq1evIhwOHxnTToPRimOUZRnr6+tYX1/HM888g2AwCMAZDdcIohp6lZASiQRisZhSCYnVtu/q6mpaIyyn4DQj2yiyLDvawOY4DsFgEMFgECdPnlQqcsViMTx8+BCCICCZTCr3YUtLS7On7GjUEQEAiQUrIHFAuBp17wIAZV8QZhvOgiDg3r17kCQJ4+PjuhVT9BqFWYnZRrQ6jEhbjcjuB63TxQEJGGsx69xyHKd0zWWVkFhy84MHDyDLcklt+yetEpJbxYHbKv6oK3Kx5Nv29nbEYjHMzMygUCiUNGRzU/neZmBELKh7LJBYqM6T9eQjjhWyLKNQKEAUxaq9C1jpTTNIJBKYnJzEqVOnMDQ0VHZcu8OKzByPHSMLI2omTl4RJOzDipc5z/PKai3wuBFWNBrF8vKy0lU3Eomgo6Pj2N+LbhYHbr02kiTB7/cjHA4jHA7jzJkzJaJ1fX0doiiWiIUn3cNVDT2xIIoiBEFQtmFiwev1gud5V973VkLigHAlkiQhn88rL7NqP2wzQnzUDb/UITaVxnSb56BcGFGzaeS47FjVJ8/B8UBbCYnVtt/e3sb8/LxSCSkSidRUrtItOD08pxxuFTWAvrDRilZRFBWxsLa25hgPl53vt0bQy1lgYmFxcREXLlyA1+tV/kdigcQB4TK0ScdGX2SNGuqFQgHT09M1Nfxym+dAEATMzMyA4zhLm5rVit25G/XwpL9Ijiva2vasEtKDBw+OZSUktxrZbhU1gDGvh8fjQSQSQSQSAVB8VsfjccXDxXFciViw69nt1u7OarGwv78PjuOOVDl80sUCiQPCNWh7F9TyY/V4PHWHFcXjcczMzODcuXNKTWsj2G3UNrJ6zcKITp8+jaGhIZNn1jj1HpcgCFhYWFBWhK1c7XW6gHEzTjm3tVRCciNuFQduyzlQU88593q9OHHiBE6cOAGguHgVj8exu7uL+/fvw+PxKPehleFwbg7nUqPnWSgUCk+0WCBxQLgClnRsNIxISz2r6rIsY2VlBY8ePcJzzz2Htra2mr5vd0JyPXkVsixjY2MDa2trjgojUlOvyEomk5iYmFByJlhzIlZvPBKJIBAImDJHCiuyHqe9jKtVQkqlUpibm3NVJSQ3iwO3GqlmrL77fD709PSgp6cHQDEcLhaLYWtrSwmHY7kzwWDQtHMliqJrz3slWJI4Q08sqCshHUexQOKAcDT1hhFpqdVwzufzmJycRDAYxNjYWF3jOj3nQBtG5OTKLLUa3qzE7PXr19Ha2gpJkpTmRKze+Pz8PHK5HDo6OhCJRFxjwBHORFsJ6datW+jt7dWthNTZ2enIcAy3igO3zhuwxuvh9/vR19eHvr4+AI/D4TY2NpBIJNDS0qKI1ka8qW4NK2IYFZV6YiGfzyOXyymLlUwseL3euhYwnYZzrQHiiada74Ja4HleUf3V2Nvbw+zsLJ5++mllJabeMZ2ac6CuuDQ8PGzxzBqjFs+BJElK/XomeNTXXVtvXJIkHBwcKFVBJElSVthqid0lzwGhheO4I5WQWJz40tKSbaEfteBWI/u45xw0ijYcjokF5k2tN3fGzR4boH7PRyWxABTfWT6fTymd6kaxQOKAcBza3gVm/LCMGM6SJOH+/fuIx+MYGRlpuHuqU3MO1tfXsba2huvXryMUCtkws8YxclzpdBoTExMYGBjA5cuXDd0zrFRlZ2cnzp49qxhwLHbX6/UqIUisJjlhP8dBeGnjxFklJHXoB/NgNasSklvFgZuNVLvnznEcAoEAAoGA4k3V5s6w0Muuri4EAoGy94Tbw4rM8nyoxQJ7VuXzeeTzeQDF94y6z4IbzhmJA8JR1NK7oBaqiYNsNouJiQlEIhGMjo6aMm4zcg4qjcfCiAA4PoxIjRGR9ejRIywsLODq1avo7OyseyytAZfL5RSvAqtOwww49UuTPAfW40ajtRLlKiFpV3NZbowdx+9WceDWeQPNFzZ6uTMs9HJxcRHZbBbBYFARC+pFM7eHFYmiaPr81R2agaNi4fu+7/vw53/+5wiHw6aOazbusA6IJ4JaexfUQiXDmRmWly9fVkrFWT2mFVQyUFlyrhvCiPQod1yyLGNhYQEHBwcYGxszvZNoS0sL+vv70d/fX7LCxl6aoVAIkUjEtAZ7xJNLuUpIi4uLyGQySiWkSCSClpYWS+bgViO72QZ2Izht7trQS22ifT6fR0dHBzo7O10dzgVYIw60aMVCPB6vubhJMyBxQDQddRhRI0nHldAz1CVJwtzcHDKZjCWGpVNyDjY2NrC6umpJGJEdxkQ50ZPL5TAxMYGuri6MjIzYMg/1CpskSUgkEohGo9jd3UUsFsOJEyccnXBKuINKlZBmZmZQKBSUjrlmJtK7VRy42Uh1mjjQok20Vz/3Hj16pFTxcVNVLoYd4kCLJEmu8No7f4bEsaaR3gW1oDWcU6kUJicn0d/fj0uXLlkybi1J0GaNpzaiRVHEzMwMZFm2JIyIGe12GOVaotEo7t27h4sXLyohQHbD8zzC4TDC4TAkSUIoFILH4ylJOGUhSKFQyNEGgNNxW8iW2fPVM9BYx1wzKyE53VAth5v7HLjtnKufe62trYongYVfiqJYci862RC2+9y76Tnm3KtGHHusDCPSohYHrMzl1atXLY37a0ZCMjvGZDKJyclJnDx5EkNDQ5ac22bE2at7TxhNGrfDg8M8Xt3d3eju7gZQjDGNRqPY3NxEIpFAa2ur0uXUrhjy4wSdr8fwPG9JJSTyHNiPW8858HgVXH0viqKIeDyOWCyGlZUVAHBsCd9meA7cUrmIxAFhO2b1LqgF1udgamoKoijakpBrd0IyM9atDCPSG88uCoUCpqam0NraWlPviWat1vj9/pJ8hUwmg2g0ivv37x+JITc7pI1oLnYbfHqVkNRNsIzWtXeroepmzwHgXuEriuKRMCKPx1OySKIVrmph29HR0VSxYLc4kGXZNd4DEgeErUiShK2tLYRCIfh8PtseiplMBru7u7h06ZJlK+la7M45kGUZ0WjUNvFj5/GJoojbt2/j3Llz6O/vt2XMWqgmlDiOQ1tbG9ra2kpiyKPRKKanpyEIgmtc8YTz0TbBymQyRyoh6VXdcqs4cLPnwM0YqVZUroTvo0ePsLi4CK/Xq/SWsTv80m5xkM/nLSsmYDb0BiJsQZ10/ODBA5w/f96W1VJZlpW6/qFQyNZKPXYaz8lkElNTU/B6vXjmmWdsecHb4TlgnpBMJoNv/dZvRXt7u6Xj2YU6hvzMmTNHXPFsda0ZL0yn4iaj1WlGtl5d+2g0eqQSEvPmug23ew7cSj0x+9oSvqxc9MOHDzE3Nwe/3694FqzuLWN3cnAqlXLNO4zEAWE52jAij8dji9FcKBQwPT0Nn8+HkZERTE5OWj6mGrvEAcuhePrpp7GxsWHbS9JqccASqgEolVvqxWpjrdFzoXXFs7AQdb4CEwu1dDAlmoPTxIEadSUkdanKaDSK/f19TE1NKSu5nZ2drqg+Q56D5mBGEzR1uWjgcb8P1lsmEAgoYqG9vd3U35Uoirau5CeTSRIHBAEUlXmhUCipRmSH0by/v4/p6WklDEUURdtr0VudkCyKIu7du6eEEQmCgPX1dcvG02Ll8aVSKUxMTODkyZMYHh7G1772NUvGcSrqsBCWr6DuYGpHzXviyUDtxUokEjh37pwiTtfW1kyrhGQl5DloDlY0QdP2+2DPvpWVFaRSKaU5YFdXV8MLJXaHFaVSKQSDQdvGawQSB4QlVOpdYKU4YNVstre38dxzzynNRuyO/wesTUhm1YiGh4cxPDwMjuMgiqLtCdBWjLe1tYWlpSVcu3YNHR0dpu/fCqz0oqjzFYaGho7UvBcEAeFwWFnppXyF5uNkz0ElZFkuqXQEmFcJyUrcer7djtWlQPWefaw5IFsoUXdvDgQCNe3fDM9HLVBYEfFEU613gcfjsWQVP5/PY3JyEu3t7RgfHy/50TfjxWGVIGFhRFrjuRmlU80cjzWly2azGBsbc0U4A8POyk3amveiKGJ/fx/RaBQrKyvgOE7xKjjFeHvScKuxqjdvsyohWYnbegUw3FK5phx2G9d6zQGTySRisRjm5+eRy+UQCoUUT1e1UtfkOSgPiQPCVIz0LrDCaN7b28Ps7Cyefvpp9PT0mLrvejH7OFkYkSAIutWImlU61Qyy2Szu3r2L3t5ey5rSHVdYs7VIJAKgmGujNd5YZRqzY3aJ44URUVOtElJ7e3vJSq4d95tbcw7cKmoYVoQV1QLHcQiFQgiFQjh16hQkSUIymUQ0GsXs7KzSoI3dj9oiKHbPn3IOiCeOWnoXmOk5kGUZi4uLiMfjhpti2YWZK/ksBn9oaAgnT560TXRVwqzj293dxdzcHC5fvqwYuG6jGQ3hyuHz+UqqgWhjdoPBIAqFArLZrKN+L8eJ4+Q5qIa2ElIqlUIsFsPi4iKy2SyCwaAiTq3Kj3FrzsFxEAdOmj/P84pXFSjO7+DgALFYDBsbGxBFEeFwWMmfIc9BeUgcEA1TLYxIi1lGbDabxcTEBCKRCEZHRx33cjBrJf/hw4dYXl6uGoNvt4Ha6HiyLOP+/fuIxWIYHR2lxFqL0BpvyWQSExMTysoac8F3dXVRvoJJPEniQA3HcQgGgwgGgzh58mTJSq46P4YZZ2aFDrr1fDvNuK4Vu8OKaoXneXR2dqKzsxNnz55VQjDVnq7V1VV0d3fbkq/FciTcAL0JiIYQBAGFQgGA8bbgZoiDR48eYWFhwdGrzY0epyiKmJ2dRaFQMNTUzO6XYyPiJ5/PY2JiAuFw2HJhd1x6PpgBc8P7/X4899xzEEURBwcHiEajWF1dVfIVurq6EA6HHf3iJ8zHbCNbvZLL+nmw+01dCSkSiSAcDte9iutWI9ut82Y0O6yoVrQhmLdv30YkEkE8HlfytdhiSSP3YzmSyaQjm3jqQeKAqAttGFEtLxSPx4NcLlfXuJIkYX5+HqlUCmNjY7Y0UquXRsSBkTCiZlOvQRyPxzE9Pe2o/JAnFW1lmkKhoHQvXVhYgN/vV16mlK9gHLeuZFs973KVkPb29nD//n3l81qb/9H5bg5unz8AnDhxQnkPseff7u6ucj+qxUKjQo48B8SxRq93QS3UazSn02lMTEygv78fFy9erOuhZOfDrN7jZGFEV69eRTgctmBm5lCrOJBlGWtra3j48CFu3rxZc9k5J7+I3OI5qIbP50NPT4/yssxms4pXIZlMKmUDI5EI5StUwMn3aiXsnne5Skis+V8tlZDceL7d7jlwO9r7Xfv8y+fzJYslPp+vpHtzrdeOPUPdAIkDwjDq3gUA6n6o1WM0m2EwMwPOqR2ERVHE3NwccrmcK0p51nIdBUHA1NQU/H7/kTKzRrD72hFFWltbMTg4WJJsGo1GlfuUxY93dXU5/n4ljNHM35gTKyFZCYkDZ+P3+0uKO+RyubrFK0CeA+IYIssyCoUCRFGsy1ugppZqRdXKd9YCM2btehjXco7S6TTu3r2LwcFBXL582RUvPaPiJ5FIYHJyEmfOnMHg4KClYzULu8vINgN1sikrG8iS+x48eAAASvx4R0eHq2KRzYaErDlUq4TEOoW79bdH4qC51PobbWlpQX9/v5I3oBWvgUBAEQt6YZjUBI04VhjpXVALRlecE4kEpqamSroA2zGu3bCOwE4PI9JixGDf2NjA6uoqnnnmmYZWTJwuDp5EeJ4/Ej8ei8Wws7ODxcVFxQUfiUSa1hyrWZA4MB+9SkisU3g2m8Xt27ctqYRkJSQOmocZ7xOteNWWjT44OMDk5CTe/OY34+rVq4ZLmb700kv46Z/+aYiiiHe9611473vfW/L5xz72MXz4wx+Gx+NBMBjE7/zO7+DKlStYWVnB5cuXcfHiRQDA888/j4997GN1HRuJA6IstfQuqIVqRrosy1hfX8f6+jquXbuGUChky7h2I0kSZmdnXRNGpKWSwc48PqIoNuzxqTaWE3D6/OzA6/UeyVfQCwmJRCI155sQhBae5xEOhxEOh7Gzs4ObN2+WlKmUZbmk8pYTPVluFgduF8Bmz5/jOLS1taGtrQ1DQ0NKjt3LL7+M9773vVhfX0cgEMBf/dVfobW1FadPn9bdjyiKePHFF/GFL3wBw8PDGBsbwwsvvIArV64o27z97W/Hj/3YjwEAPvOZz+BnfuZn8NJLLwEAnnrqKbz22msNHw+JA0KXWnsX1EKlsCIWm+71ejE+Pm7qA93j8ThGHLDk6oGBAdeEEWkpJ7bYsQ0ODppWaYmMb/fR2tqKgYEBDAwMlISEzM/PI5fLoaOjQ2mO5TZhXA23G05uRFumklVCUleeqacSkpW4WRy4ee4ALG+AxnEcTp8+jfe+971473vfC0EQ8Ja3vAWZTAY/8RM/gfX1dYyNjeENb3gD3vCGNyght7du3cL58+dx7tw5AMDb3vY2fPrTny4RB+p+R6lUypJnDYkD4ggs6disMCIt5YzK/f19TE9P4+zZsxgYGDB1TDauWZ2ZG2Frawv379/HtWvXXBVGpEXPYGdVHcw+NqeLA6fPr9nohYSwevcPHjwwrd69UyBx0Hz0KiFFo9EjyaTNLNPrZgPb6Q3QqmF3d2Sv14t8Po/3vOc98Hq9KBQKePnll/HlL38Z/+pf/Svs7e3hL/7iL7CxsYGTJ08q3xseHsY3v/nNI/v78Ic/jA9+8IPI5/P48pe/rPx9eXkZN27cQEdHB97//vfj27/92+ubb13fIo4lVoURadGKA1mWsbKygu3tbTz33HNoa2uzZVy7kSQJc3NzyGazGB8ft2y11C7DRG0QS5KEhYUFJJNJS/pPON34JkOwNtSdS4Gjq7xer7dklZcgGsXv9+smk7L48GZUQnKzOHBbAzQtzRA3siwr58zn8+H555/H888/j5/7uZ9DLperySZ48cUX8eKLL+ITn/gE3v/+9+PjH/84BgYGsLa2hu7ubrz88sv43u/9XkxPT5d4GoxC4oAA0HjvglpQhxXl83lMTk6ivb29rhKXtdBMcaDu0XDp0iXLzi/P87aLg2w2i4mJCXR3d+PmzZuWjN2IOLDLcHeyeHE62lVeVjJwfX0dyWQS2WwWGxsbrilhSZ4D+6j3d2e0ElJXVxdaWlpMnnURt4sDt84dsF/cVHsmsHtsaGhIqf4GAOvr6xgaGir7vbe97W348R//cWUfbD8jIyN46qmnMD8/j9HR0ZrnS+LgCUfbu8BqYQA8NtKj0Sju3buHCxcuKHWE7RjXblgY0dWrV5WVUqtgJTXteGjzPI9EIoG1tTVcunQJ3d3dlo3lBs+Bk+fnNtQlA2VZxje/+U3IslxiuLF8BSd2SSdxYB9mnOtKlZBmZmYgCEJJT49GCyyYOfdmQWFFtWPkeo+NjWFhYQHLy8sYGhrCJz/5SXziE58o2WZhYQEXLlwAAPzlX/6l8u+dnR1EIhF4PB4sLS1hYWFByV2oFRIHTzBm9i6oBY7jkMlksLi4iJGREds6rdotDiRJQjabxebmpqVhRGrsOkZZlrG7u4uDgwOMj49bfg3J+H5y4TgOHo9HKWnMDLdoNIqNjQ1IkoTOzk6lhKWbQx2I2rFiMURdCenMmTMQRbGkEhIA5Z5rJEdGFEXLvBJWcxzCiuz2HBjB6/XiQx/6EN7ylrdAFEW8853vxNWrV/G+970Po6OjeOGFF/ChD30IX/ziF5Vy0R//+McBAH/7t3+L973vffD5fOB5Hh/72MeUBP1aIXHwhMJW7h8+fIgLFy7YJgyy2SwmJycBFBWynasmdooDFkbk8Xhw/fp126qx2GFEFwoFTExMACgmS9kh7pwuDpw+v+OE2nA7e/YsBEHA/v4+otEolpaWSqrWhEKhpqzMunlF2G3Yca71KiHFYrEjOTJdXV01VUJy833i9rAiuz0f2WzWcAnnt771rXjrW99a8rdf+qVfUv79G7/xG7rf+/7v/358//d/f/2TVEHi4AlDG0aUyWRsezjt7Oxgfn4ely9fxuzsrO0PRbvEwfb2NhYXF3H16lUsLCzYajRafYz7+/uYmprC+fPnIUkSMpmMZWOpIeObKIfX60V3d7cS1saq0mxsbCCRSChdS1l/BTueO240+tz6+5Jl2XYjVdvTg+XIqCshsbC3SpWQ3Gxguz2syG7Ph5u6IwMkDp4otL0LvF6vLcayJEmYn59HKpWypJKNUaw2nFk1okwmoxyn3aFMVhnRsizjwYMH2NjYwI0bN9DW1obt7W3bDAqniwOnz+9JQl2VhnUtjUajuH//PjKZjJJoGolEHJmv0Czcev+y91kzUefIAFDuOXUlJCYW1KvHbhYHFFZUG6wRpFsgcfCEIEkS8vl8Se+CSs3IzIKF1/T19eHixYtNfYhbaahnMhlMTEygt7e3pBqR3eLAivEEQcDMzAx4ni9pTMeSn+2AjG+iHtRdS1m+QjKZRDQaxfT0NARBKOmv8CQnmjZjBd4MnGhgBwIBDA0NKZ1ytQ0AmUAtFAqOm7tRnHjea0EURVsXB1KpFILBoG3jNQqJg2NOpd4FVjcFe/jwIZaXl3H16lVHNPuy6nhZ468rV66gq6vryJhu9hwkk0lMTk7i1KlTR8qp2WmwO10cOH1+RBGe59HR0YGOjg4l0TQejyMWi2F5eRk8z5vSRdet4sBtcwacP+9KlZCi0SgODg4Ur4KZlZCsxu1hRXZ7DiisiHAM1XoXeDweSwxXURRx7949CIKAsbGxssm4dj/UeZ5Xci3MwEi4lN1Go5lihIm769ev6zaiInFAuB2Px3MkX0EdO97a2qqIhba2NkcboY3idCO7HG7zeKgT6lOpFE6dOoVCoYBYLIbV1VVwHGdKJSSrkSTJNUJGD7s9H+Q5IJqO0d4FVhhcbKWZlR0s97JhRqydDz4zDWd1GFGlcCk3eg4kScLs7CxyuRzGx8fLvgDcFFZktdFD4uV44Pf70dfXh76+PiVfIRaLYWlpCZlMBsFgUFnlrVSC0o2GthvnDDgj56BemIHN+nYAxWpwet3Ca62EZDXHIayIPAflIXFwzNCGEdnZHXZjYwMPHjzAtWvXdFea1TCvhZ0/TrM8JZXCiLS4LeeAiZ6+vj5cvny54v3DujHbQSPGdzQaxaNHj6gOPlET6nwFFjuu1xgrEomgs7OzRES7USi6VRy4zXOgRs/A9vl8FSshMW9WtUpIVkNhRbWRTCbJc0A0h2phRFYhCAKmp6fh8XhKElYrweL/7ar/rx6zXuqpuuQmzwErNWtE9DQ6Vq3UM5Ysy1heXsbOzg6Ghoawt7eHpaUleL1epWZ5MBg05XdCnoPjD8dxSr7C6dOnlcZYrCoNx3FKCJIbDW03zhlwv+egmoGt7RbOvFmsElIwGFTEgtE6+mZA1Ypqg8KKCNtRhxFpk46tZn9/H9PT0zh79iwGBgYMf89uo7nRMdmKek9PT01Vl9zgOZBlGYuLi9jf36+p1KzdBnEtYxUKBUxNTSEQCGBkZASiKKK3txdAsRkN63TKVnOYWHBrt1LCfrSNsVjc+NbWFqLRKHieh8fjafoKr1HcKg6Om+egEnrerFQqhWg0WlIJiYW+WVmNx+1hRc3IORgeHrZtvEYhceBytL0L7AwjWl1dxdbWFp577jm0tbXV9H07yqhqqddQryWMSIvdBnSt4+VyOUxMTKCzsxMjIyM13T92hhXVMlYikcDk5CTOnTuH/v5+SJKkhNkBQGtrKwYGBjAwMABZlpXSltVCRSpBngPC5/Oht7cXvb292NraQiqVgsfjKVnhZUabHV3Fa8Wt4sDNnoNGz7m6EtKpU6eUSkisCaAoinU9z4xAYUW1kU6nKeeAsAe93gW1wpJKa/mR5/N5TE5Ooq2tDePj43U9INzgOZAkCQsLC0gmk3U3b3Oy54DFTj/99NNKfGst2JmQbJTNzU2srKzgmWeeKXHhlvttcByHUCiEUCikhIqoS1uqV4dDoVDF/RCEGp/Ph8HBQQwODpaI0NnZWeTzeaUijVPKV7pVHLh13oD5Xg91JaSzZ8/qhr6ZVQmJwopqI5lMVs3FdBLNfyIRNVOpd0GtMGPS6D6i0Sju3buHCxcuKGEajYxrJ7WMqQ4junnzZt0vHyfmHDCvz/b2Nm7evFl3nKqdq+XVziPrTp3NZo9UWKrl2umVtoxGo1hfX0cikUBbW5siFrTnjTwHBENrsOqJ0IODA0SjUaytrQGAIhTC4XBTVmTdamS7PbzFSvRC3/QqIbH8q1rOo9vPu90ep3Q6TTkHhHWYHUbEwnuqrVzJsoz79+8jGo1iZGSkYbe4k8OKWGLu5cuXlYeq1WOaRbXxWCx+a2srxsbGGnq4OyWUJpvNKkJO3Z3aDPx+f0kyoDa+l7nsPR6PI84F4QyqGdosF4GFKTKjjYUwtrS0KEabXfkKbhUHbs45sJtylZA2NjZqroRk98q7Fdh5v1MpU8IyBEGo2rugVowY6dlsFpOTk+js7MTY2Jgp4zrRc8DCiBKJRN1hRFrsDr2pZLAfHBxgamqq5uTxcjgh54B5si5duqSs9luFXnwvc9nv7u6iUChgaWkJkUgEHR0dZLAQhtEabawizerqqpI0z8SCVfkKbhUHbs45aDaNVEJyu+fA7nsmlUpRWBFhLlb2LqhmMLNVdLONL6eJA7b63N3dXXNibrUx7fSQlDvG9fV1PHjw4EgsfiM0s1qROjTKDE9WPfA8r7w4e3t7sba2hvb2djx8+BDz8/NobW0tCUEiA+bJoVFDOxAIIBAIKPkKzGM1NzdX4rHq7Ow0rRy0W8WBW+ftNPQqISWTScRiMcVT2tHRoTzz3C4O7Pb0UlgRYSpW9y4o5zmop6a/GeNaSTnD2cwwIr0xmbfHDjiOKzmvoihiZmYGsiwb7kFRy1jN6JAsCAKmpqbg9/sbDo0yE57nj3TXjUajWFxcRDabRSgUQnd3N7q6umzt70HYj5kGazmPFSvHCwCdnZ2IRCIN5Su41dhjXYYJc1HnyehVQkomk7h//77SXNJN16AZIaDUBI0wBXXvAgCWPbT1ugan02lMTk6it7e3ppr+teAEz4EkSVhcXMTBwQFGR0ctqXHfjJwD9uBLpVKYmJjA8PAwhoeHTb+OzWiClkwmMTExgTNnzmBwcNCWsY2gPRfqVbjh4WFIkqQkoD548ACyLCthIs1KQCWsxarVbLXHCiiK5Vgshp2dHSwuLsLn85UkmRqdh1tX4N06b7ehrYR069YtRCIRJQyJVUJiYZVOzkdohhDOZDK2NqlrFBIHDkSWZRQKBYiiaHnvAm3Yy9bWFpaWlnDlyhV0dnZaOq4gCJbtXw/1ebQqjEhLs8TB9vY27t+/j6tXryIcDlsylt3iYH9/H2tra7h+/bqrYjeB4nXp7OxUflN6CaisBr4bGmYRlbHTYPV6vSX5Ctomf+3t7cq9Vck4cauR7WaPhxvPN4PjuJLKbupn2uLiYkklpEploJtBs8qwuuk+JXHgMMzoXVALLLxHFEXMzs6iUChgbGzM8rAHj8eDfD5v6Rjl2N3dxdzcnG1JrHZ7SB49eqSE3Fh5He0SPpIkYXt7G/l8HuPj444MyalVKOkloEajUSwvLyOdTitdTiORiKVdTmulIIhIZvPoCgaO/H07nsLwiY4mzcxZNLNylbbJXyqVOhI3zsSC+rfkVnHg1nm7VdSUo1wlpPX1dSSTSaUSUiQSQVtbW1Ovmd2Vltx4j5I4cAhm9i6oBY/Hg3Q6jVu3blkWfqJHM8KKJElCNpvF8vKyZWFEWuys6JPNZrG4uAi/348bN25Yfh3t8BywDs5sddSJwsAMAoEAhoaGlERAFts7NTUFURRLQpDsfKlNrT7C//jKFKYf7GJ99wDpvADIMrweHpFgAE/1dyKRyWN69REkWUZXeysuDnfj8nA3vvXKKbz+0jB8XueGF1iJE4wBdb7CyZMndcPbWCgI81S7Dbca2W40GGuhXCWk5eXlqpWQrKYZZVjddr1JHDgAs3sX1DLuwcEB4vE4bt68aWuoht1VfFgYEcdxGB0dte0c2yWC9vb2MDs7i6GhIeTzeVuOz+oxWAfnixcvIpfL2ZrYXStmCiWO49DR0YGOjg6cOXMGgiAcaVzEvAq1xJTXwiv3t/CTv/vX2DlI600QgiTjUTyFWCKDgigBh4ceS2XxjbkNfGNuA//tSxMAgJ6OAH75h74Db3r2nOnzdCpONQS04W3qe2t3d1d5/zgxFKQcTj3X1XCrqAFq94zVWgnJam+pKIq2nns3hpCROGgyoihia2sLiUQCZ86cse0GEgQB09PTyGazOHXqlO0x3HqJ0FahDiOam5uz9UdqtTiQZRlLS0uIRqMYHR1FMpnEo0ePLBvPDmRZxtraGh4+fKh0cN7c3Hxim4x5vV6cOHECJ06cAFAUuqyzLquAwcSCGd6w//alu/i1P/sGBKn8+eY5wOPhi8IAADhOEQiqfwAAdg4y+LGP/BVO94TxX/7Nm/Hs2f6G5+h03GKwqu+tcDishH+wUJBAIFCSr+DEY3Krke3WeQONG7t6lZAODg6UhmyiKKKzs9OySkh2ew4ymQza2tpsG88MSBw0CXUYEfMc2PXg3d/fx/T0tCJGstmsLeOqsWNFXZZlLC4uIh6P2xZGpMXK48zn85icnEQoFMLIyAh4nkc6nXa1Ec1Eq8fjwdjYmPIAd0o35nLYOb/W1lYMDg4qNfCTySSi0ShmZmYgCEJJDXyjL9WVR/v4ytQa7q48wl/eWXhs35d5JHGyjIJGPLDnV/E0aM6FLGP1URz//Ff+F073hnHzqQG8+P8ax6kea5LlidqRZRk+n68kFCSdTh8px8vEglNyYdwixLS4XRyYaVyrPVpnz56FKIqIx+MllZCYV8GM6m52JyS7rTsyQOKgKWh7F3i9XltCbFjjqK2tLTz77LNob2/H9va27f0GAOv7HLCuzl1dXUfCiOx8mVhlNMbjcUxPT+PChQvo7e1V/m5njoPZsNKrJ0+exPDwcMlnThcHzUK9Anf69OmSl+ry8jI8Ho/iVdCGiewlMvi//v9/g6/PP4TEzq0kAhz/WBTIMrP2H/9NklHpl1u8VoAiENTN61AUIivbcXzmG3P43Z/6Hnzb1dONnwiH4UaDVTtnjuPQ3t6O9vZ2JV9BXedekqSS1d1mla50q5Ht1nkD1s/d4/EcqYQUi8VMq4Rkt+eAxAFREW3vAhbfaUdDsHw+j6mpKQQCAYyPjys/7GY0IwOsXVFn8fd61YjYuHY9GMw+TnXIzY0bN464KptRHckMWEnPa9eu6ZZedbo4cMr8tC/VfD6PaDSK9fV1JBIJtLe3I9AexMf+bhXf/J+TyAuqe0WWiuFBajgO4DhwHODnOeTyAoomfuWXsSIQZAnBVh+S2bx2A7S2ePEjv/UZ/NwPfDv+5Rufa/TQHcVxEAdatHXuBUHA/v4+otEolpaWmla60o3nGnC3OLA7Zt/n86G3t1dZCMvlciXPNXX4m5FKSHaLA1ZS2E2QOLCJSr0LrDbQo9Eo7t27d2SVmY3dDGPSCnFgJIzIzeKAdQb2+XwlITfa8ZxgpBpFlmUsLCwgkUhU7MTtFOO7HE41Tvx+f0mYyN9OLOPFX/8S8qImJAhy8fyWOQ5ZBnKiXNQEBi8Dx3Fob21BMpOBnphIZguALOOX/vBv8dufexm//ENvxBuePVvjERJmUauR7fV6dYXoxsaGYrAxsWBlvoJbjWy3zhtoXp8ARktLS0m5XlYJaWlpCel0WqmEFIlE0NraeuT7dosbNic3QeLABqr1LrBKHLBk1b29PYyMjOj+SOyuGsQw+5hZycvOzs6K1Yia0ZTMjPGMdgZ2k+cgn89jYmIC4XAYN2/erGg8OF0cAM2tbW+Ez9xexL/7H1+FXp6xLJUXBgoSq0rEFELl7WVZRjKTA8CjrKLgOECWsR1P4Uc/9Bmc7u3Eb737rbh8qqfq8TgZN65my7LckMGkFaKsd8f9+/eRyWQQCoUUg83MfAU3nmvA/eLAKXOvVAlpbm5OtxKSJEm25syQ54AoQR1GVKl3gRXigMXcM2PZzrGNYKaRzsKILl68qFR0sWNcI5gx3ubmJlZWVgx1BnaDEQ0Uk+Knpqbw9NNPK01zKuH043L6/D7yuVfw63/5iv6HsgQjxj6AxwJCySko52mQS8OUKp0bjoN8mH+1+mgf3/uBT+LDP/ZP8Z033Fv61Mn3QjnMNLLVBtvw8DAkSVIS56enpyEIgtJfIRwON1SNxkmGai24dd6A/SvvtWCkEhJLcBYEwfRKSHqwvg5ugsSBRdTSu8BsA31nZwfz8/OGOgC7OaxIlmXcv38fsVisrGfEinFroZEwH0mScO/ePRQKBYyPjxt6iDWjuVwtyLKM9fV1rK+v6+ZMlMPpxreT+Y+f/Hv84d/PVt7IkNdA5V1QSpeWEwgaTwTHo93vQSqn36uC4zh4eA6iJEOSZPz4Rz6Lf/8D34Z3vvlm5Xk5GLetZlu5As/zfEnvDm3iPM/zJfkKtRie5Dmwn2aHFdWCXiWkmZkZZDIZvPbaa6ZXQtKDlZx2EyQOLKBaGJEWs+LEJUnCwsICksmk4dKdzQoravSY1WFErIyn0XHtNJ7rDfNJp9OYmJjAwMAATp06Zfjl52RxwB7KsixjfHy8ppeL08WBU+f3P74yXRQG5fIJZKn8Z1r0kpWZNlAduswqHGm2T+UEeDgOot554orCwMNxEA7v31/5o7/D+s4B/u9/8Y+rz81huNFgtdNY1Uucj8Vi2NzcRCKRQGtrq+EEU7ca2W6dN+DuuXs8HiUELhwOH6mE5PP5FLFgVmI95Rw84ah7F1QKI7KCdDqNyclJ9Pb2Vo3fVtOssKJGqCWMSEszxEGtsMo9V69eVTqZ1jKeE43UdDqNu3fvYmhoCCdPnqz5vDj1uJzMy/e38P4/+fqRkJ72Fh9S6upBRq5FOQHBcfB5uJIuyUe8BqptvV4PxHy+/L58PIScqAz537/8GlYfxfHu15fPsyHMoZmCxu/3o6+vD319fUcSTDOZjNLor6ur68iilxuFGODeeQP2V/sxG7W40VZCymaziMViSiWktrY2RSwYqYSkRyqVqtlWaTYkDkxC27vAzh/91tYW7t+/X5cx6eSVZi1GEqyr4eTjlSQJi4uLVSv3VKIZ1YqqveRYmFs99yfD6eLAafPb2U/j3R/7a8gyB44vvTbpvADu8MUoKwsDFbwHVX4vBVGGz8MjXzjcVwVPRE4QUTa3QZaRzYtob/EjlXssXr46uYzF9S189vqzCAXsb2RYD240/JwyZ70E00QigVgsptvoz62r2G6dN+DuuQOVxU1ra+uRSkisXC/zADChatQGoT4HTyDlehfYgSiKmJ2dVWLSfT5fzftwS+nLXC6HyclJdHR0VEywroZTxQELk4pEIjV5frTYXa2IGcV681XnhNQrdrTjNPL9JwFRlPBzn/h7/NUry8gJlXsSyOw+YeFBMsDz3OOGaGqqnL+CKCPQ4kUmV6i6LcfzkCWxZLtWnwfZvACgKCC8PK+EF4HjsBHL4Id+7X/h0+/7oYr7dgpOMbRrwalz5jhOyVdgjf5Yf4WVlRWk02msrKygq6sLHR0drjFaJUmyJRnWCo6zOFCjTaxXV0KanZ1FPp9HR0eHIlTLveNSqVTVYiJOw71X1wGwMCJ1NaJGHq61GD/JZBK3bt1CKBTCs88+W5cwcAvRaBR37tzB6dOn8fTTTzf0UHKiOGDHd/bsWTz11FMN3UN2r2CXG69QKOCVV16BJEkYHR1tuGyc01bmtThhftvxFP7pr/wZ/vz2feRFCe0tvur3kjrBmDsUBtrjMHhc2YJkaNtiNdTHv2Ge44qi4hBRkuHxaH7jHIeZtV185LPfMDQXJ+BEQ7sSThUHWljX7/Pnz2N0dBSBQADt7e3Y2trCnTt3cPfuXTx48ADJZLLpv8lKuNnAdnK1IiPUGxbFKiGdOnUKzz33HEZHR9Hf349kMompqSncuXMHCwsL2N7eRjweV75ntFrRSy+9hIsXL+L8+fP41V/91SOff+xjH8P169fx3HPP4du+7dswMzOjfPYrv/IrOH/+PC5evIjPf/7zNR+bFnfKVgdgdhiR0eZcsixjY2MDa2trhkpbuhkzwoi0NKs6kx6yLGNlZQWPHj0y7fjsfrnrGcUHBweYnJzE+fPn0dfXZ9k4xGO+Mf8Q7/ro51FQNTdLZ8vE9jN0w3+4ks/8Hh55w78X+dAroNNpWQvHgYcMUZIhHj5D1eSFo4nSMoD/9sXX8JabF/DUYOUqbM3GjfeqW8SBFo7jSmLGWb7CysqKYpRFIhFEIhFDRTrsws3iwE3VivQw69yrKyEBUKpwTU9P42d/9mfh8/nw/PPPIxqNVl3AFUURL774Ir7whS9geHgYY2NjeOGFF3DlyhVlm7e//e34sR/7MQDAZz7zGfzMz/wMXnrpJczMzOCTn/wkpqensbm5ie/8zu/E/Px8Q9eIxEGNGO1dUCssMbjSxRQEAdPT0+B53nBpSyfDQmD0ziFrkNVoGJGWZlVn0lIoFDA5OYm2tjaMjY259iWh9cQw4frcc8+ZGmPpdHHQzPn9zdQqfuJ3/6Y0HEiubKDLlQx+JcxIx4tQAeX4DdqXolwsc1TOINUTGrFkFu/4L3+K3/7J78G1M/2G52Y3bjS03ThnPQKBAAKBAAYHB5UwkGg0qpSFDofDSoJpM9+hbhcHbp070HjDv3KwKlz/6B/9I3zzm9/E9vY2Pv/5z+N3f/d38a//9b/G0NAQ3vSmN+FNb3oTnnvuuRJ779atWzh//jzOnSv2d3nb296GT3/60yXioKOjQ/l3KpVSfq+f/vSn8ba3vQ0tLS04e/Yszp8/j1u3buF1r3td3cfibuvSZmrpXVAr1aoGHRwcYGpqqmqHXDfBDEvtj5Q9yI02yKpnzGayv7+P6elpnDt3Dv39zjVwjMCMYtaTQRAEjI2Nmf7SbdT4Pi6Gj5bXlh/hJ373y0e7HhvpaVbpfBwKhLxQg5BWVvo54+VRK27H6X62vZ/ED/zKp/Cf3/XdeOvY08bnZyNOFrLlOI6/EXVDLJavcHBwgGg0irW1NQCwvMZ9OdxsYLs9rMgu+vr68I53vAN/8id/gk9+8pPI5/P48pe/jN/8zd/Eq6++ivPnz+NNb3oTfuiHfggbGxs4efKk8t3h4WF885vfPLLPD3/4w/jgBz+o7AsoLso9//zzJd/d2NhoaO4kDgxSa++CWiknDmRZxurqKra2tvDss89akvFeKanUStgxM0OShRHt7u6aFmajpVnigBkLrAGYVdfSbjiOU5rJ9Pf319STodZxnGxwNWN+j/bT+Dcf+byOMDDQ8dio8Q7A7+WLYT4VkLUN0gyM4eEAseqzh9PxgnDweT34qY/9Je4/3MNPvlD/6piVuM3QPo7iQIvH41HEAFD04MbjcaV8dEtLi9KMrb293dLz4WZx4PawIruf1awJWltbG97xjnfgHe94B2RZxvz8PL785S/XZJO8+OKLePHFF/GJT3wC73//+/Hxj3/ckjmTOKiCXb0L9MRBPp/H1NQUAoEAxsfHLRubhdrY7WJVG+r5fB6Tk5MIBoOWhtnwPK9UlrILjuMgCALu3bsHjuNqbgDmZFh41LVr15QXrhU4XRzYTUEQ8YMf/CyS2TLVgaqFFBkyeorGfTVhUNxULtUiHFc5JEmW4fFwkGQOla4qx3GQdUROKluAh+PwG5/+Orb34viFf/lmR4VZutHQduOcG8Xn86Gnp0fxULN8hdXVVcWgY2LB7MUqt4sDt869GeRyuSP5LhzH4eLFi7h48SIAYGhoCA8ePFA+X19fx9DQUNl9vu1tb8OP//iP1/VdIzjnaepArAwj0qIVB6ym84ULF5REK6vHbpY4YMdqRRhRuTHtRJZl3L59G6dOncLw8LCtY1uFLMtYXl5GOp3GjRs3LBUGgDniwErjx26j6l/8+l9iM5os0/W4yoo9X+xGXBW2H45De4sXqYx+gnPxuuh4Kjiu4lgF8fHvsGbvAcfB4/VAzEv45N/Possn4Tsu9yuJp6FQiIyXGnkSxYEWbb5CKpVCNBrF3NwccrlcSX+FRisEutnAdnNYUbPu82rna2xsDAsLC1heXsbQ0BA++clP4hOf+ETJNgsLC7hw4QIA4C//8i+Vf7/wwgt4+9vfjp/5mZ/B5uYmFhYWMD4+3tB8SRyUgZUoBezpXcBW79UVem7evIlAIGDpuEDzKvjwPI/V1VUkEgnbjtVucbC1tYVUKoWbN2+iu9vZFVaMok6mjkQitpTRbUQcsN/vcfE8vO8P/wGTq3tlhEH1e7vV50EqJ1TeSHOuUjmhcqBSGe+Fbs8EoMTYL3oHylPOe5AXROW6/vZX5vGPx66jra0Fm5ubSCQSaG1tVcRCIBCw1SBwo6HtxjlbCcdxCAaDCAaDOHXqFCRJwv7+PmKxmJKv0NnZiUgkUle+gpvPt5vDiuwWZUavs9frxYc+9CG85S1vgSiKeOc734mrV6/ife97H0ZHR/HCCy/gQx/6EL74xS/C5/Ohq6tLCSm6evUqfuAHfgBXrlyB1+vFhz/84YavD4kDDdowIrt+vF6vF9lsFnfu3EFnZ6epFXqq0YwKPvl8HtFoFF1dXbZW67FLHEiShLm5OWSzWXR2dh6L/AIASCQSmJycVJKpJyYmbDG6j5Nx3wivLT/Cp76+AN2VellGRSsbxZCiVM7I/X/U+8CqBx15JmpDijQfHfFklPFs1OQ9UFdGkgFJkvEjv/UX+OsP/DAuX+6DLMtIp9OIxWJYXFxENptVmhV1dXVZLmjdaPjRnCvD83xJvoIgCIjFYtjZ2cHi4qJisEUiEQSDwarzIgO7OTTD62H0Pn3rW9+Kt771rSV/+6Vf+iXl37/xG79R9rs///M/j5//+Z+vf5IaSByoMLt3QS1kMhk8ePAA169ft32FuVqlJLNhYUShUAjDw8O2/lDtEAeZTAYTExPo7e3FpUuX8Nprr9lu2Frx0tzc3MTKygqeeeYZpaGLXR22SRwUr+m7f/uLJca1h1OF7XA8IIsAOPg8HuSFx96Bmu+Fcm4C3QTiCj4FvdwDHTFhzHvAF8dS7U+960Q6h3/2y5/AV/7Tv4HHw6O9vR3t7e0YHh6GJElKlZoHDx5AlmXFkLO7So1TcaM4kPTEqk14vd6SfIVsNqt4FZLJJNrb2xUxqucVb+bcG8XNYUX1NkCrF7cKKRIHKD4UC4UCNjY20N/fb3s5s4WFBcTjcZw6daopoSd2raazOPWdnR3cvHkTDx48sD2cyepj3dnZwfz8PK5cuaKsMLF+DnZhdvUptRdE21/DLqOdxAHw3j/4O8TTeRQNZA48z0GUoVpNP7zHOA4FUQJ32IVYluXazl25HAIcvQ5yGS+A5kuPBU21fVcwmNjnZfcP4GE0gXf/5p/jv/7bf1ayibZZkV6VGhaC1NbW1vBvx42GtlW1363ESee5tbUVAwMDGBgYUPIVYrEY5ufnkcvljniu3Go0Au68Vxh2e2zS6bQrIweeeHHAhIEgCFhZWbG1h0A6ncbk5CR6enpw5swZCEKVOGCLsMNzwKoRtbe3K2FEzUgOtmpMWZaxuLiIeDyO0dHRksoEdh+nmYZ0NpvF3bt3FS+I9kVsl/B50sXBa8uP8Oe3lw6NYO4wnl9nQx1DiTvsPVA8fxIMdSmr0gPhsVFm4Jpot6uy73J4eQ6FMrea+v74yuQKPvmVCbztO54puy+9KjXRaBRLS0tIp9MIhUKKWPD7/eXnWwYnGa1GceOcnWpgq/MVTp48qeu5ymaziMfj6OzsdGV4kdvuFYbdnoNkMom2tjbbxjOLJ1ocqHsX2P2A2drawtLSEq5cuYLOzk5sbW0hl8vZOgeG1QnJ5Sov2R3OBFhjqLNuzuFwGKOjo0cemnaLAzZeow9A1ozu8uXLiEQiutu4xXPgZmEhyzJ+4ne/hGBrMU4+mS1TirfqKn5RWFTvW1D5XLEQIJl1UDZiJHA8IEkV8xOU0XWMVA5AQVk8Oep5kAEEWrzIHCZa/+L//DK+/dppDJ0IV58bilVqhoaGMDQ0BFmWFUNuamoKkiSVJJ660ZAzghvDXNyygq31XAmCgNu3b2Nvbw9LS0vwer2KVyEUCrnuOrgJu8VBKpVSwnDdxBMpDuzqXaCHKIpKWbSxsTElMa4ZhjLDqrFlWcbKygoePXqkW43oOHgOjJRhdZvnQH3dqjWjc4M42NnZwb1795QXcCQSQUdHhyuMClmW8aMf+yL2UrlDm71MfL+BKkUAHvctqGTUGzD467oeHB57PirsNxjwI5nJl/y9xcchk2fhU/rfzagqMBVECe/5vZfwP//dD9Y2x8M5hMNhhMNhnD17FoIgIB6PY3d3V0k87e7uRldXV9nEUzeuwrtxzm4UNEAxX8Hr9eLpp4sdvnO5HGKxGNbX15FMJhEIBEryFdx4jE7F7nwJ1i/DbTxx4sDO3gVakskkJicnMTQ0hMuXL5eM3UxxYEW1Ir0wIr1x7RYHZnlJWOfq7e3tqmVY7Q6JaeS8CoKAqakp+P1+Q1Wk7LqG9fxOWVngaDSKmzdvAgDi8Ti2trYwPz+vvIBZqUunIcsy3v7rn8NrqztQyvJUWnavdo5UfQuKcfo6IUa13KcGo4pqJZHJAypDVZZlZPLae0y/r4L6mL45t4E7C+sYvdBYbxGv14sTJ07gxIkTAIqhdtFoFKurq8qqILuPWDihGw1tmnPzaGlpQX9/P/r7+5VKW9FoVKm0xcLcurq66gpzMxs3e2LtzjlIpVKUc+B0RFFEoVBQHih2PlQ2NjawurqKa9euoaOj48jnx8lzEI/HMT09jfPnz6Ovr6/iuHaHUpkhhJxqQDPqFSPJZBITExM4c+aM4dwbp+YCCIKg9GIYGRmBIAiQZRm9vb3o7e0teQGzhMFwOIzu7m50dnY6otvuD/3W5zCzEVXlFlQQBwZW+z0evrQhGQv10X7P6HNRnQxt4vZH7ylZu0EFUVK6/5/+6F/h7//Lj5j6rG9tbcXg4KDSKCuZTCIajWJmZgaCIKCzsxOFQgGiKNrSA8Qs3GhoOzXnoBE4jlMqbbF8hUQigWg0io2NDSXMraurqyn5Ck583tdCM8KKSBw4FKNhRCy50syHjSAImJmZAcdxRyq9qGm254A1fGsEFo6yvb2NGzduVE3CcWNYEavzf/bsWQwMDNgyZq3UMx7Lgbl+/TpCoZDh7zlRHDCRU+ka6b2A9/f3sbe3h5WVFfA8X9Jt126j6U++sYBXl3cfG/NVzrHf56mYRyDLUrGykRbusPtxTh3PXxvVcxigmr9Ot2M9DN1X1b0H2/EkPvLZb+LF73m+yr7qg+M4hEIhhEIhnD59GqIoKlWQJiYmSkLZnB5L7kZx4MY51wrP80fC3Pb395UEeq/Xq5TlteMec0ueRzko58AYx14c1NK7wOv1QhAE09x2BwcHmJqaMrQS63bPAeuaGwgEMD4+bujh4TZxwLw/6jr/Vo9ZD7UY7JIkYX5+Hul0uiQHxoqx7GB7exv379+vWeRoGxyxJn3r6+tIJBK6oSNWkcrm8f4/vVW6yg+gvNdAQr5KobNWnxfZgs5GHFcUBoeehxafB7mC8WcBxxkQBqqxDv9hYFN2X5W5t/T6Jzz+sOS/fuevbuO7Ry/g3ID1ZaI9Hg+6u7vR2tqK5557TmmUxe6jarXvm43bDO3j6DmohtfrRXd3t1L2nD2rNjY2kEgkEAgEFLFgRb6C28+5KIq2eoZJHDgMWZaVMCIAhsKIzDLQZVnG2toaNjc38eyzzxpyKblZHBgNIzJ73Hqox5gVRRH37t2DKIoVvT/lsKtRmHo8I2Ikl8thYmICkUgEN27cqOsl0gyBpwcrJXtwcKArcmq97n6/vyQGWBs6om6gZfYq1I/+9peQzmkN+Sr5BlXgK32V4+DhOYiihFy5WqEaAn4vMjn2bOUhS2Jlb0BJ2JNx70Flj0mZPAyN9yCVK+Dtv/pH+Pz/94cRbrfXINfGkqdSKUSjUczNzSGfzyMcDitiwQmhbG7DrZ4DM98H2mcVK8t7//59ZDIZhEIh5XllxsKn3SvvZkOeA2Mcy6cR610gimJNuQVmGKv5fB7T09NobW3Ft3zLtxhW2M0WB/UYeCwpd2try1AYkZZmGJa1vkjS6TTu3r2LoaEhnDx5sq4XUbOaoFWCVVm6ePGikmhp1VhWUygUMDExgVAohJs3b5puLOiFjsRiMezu7uL+/fvw+XyIRCIQRbFhY+WPv7GAO0uPSv9YpcJPaVjQUWRZRjpXqGiMizLQ6vcik8sbmv+Rp1otx8xxaPX59D0ZJVS5r2rwHsTTOfzT//hxfPU//Sg8HutXPXXLsapq3586dQqSJCEejyMWi2F1dRUcx5WEILl5ddYu3LqKbZWo4TgObW1taGtrUzqDs4WN6elpJScmEonUna/g1nPOaEZCcn9/v23jmcWxEwfq3gW1Jh03aqAzg6vWFXSguSuw9STp1hNGpMXq/gqNsr29jcXFRVy7dg3hsLF66Xo4KeeAebUePnxYtcqSEZotDlgOyFNPPVXzb65ePB6PbvWafD6PW7duKZ1QI5FITWFae4kM3v8nt2qeT7UwoFavB1mh+jWqxVbJauKYKnkPvB4Oglz695xYpZwqcKgNqpVEqt7XAQAEUcLWXhL/7Jf/AJ/+hXdU+I45GDH+1HktQHFhKRaLYXNzE4lEAq2trSXVtNy4Qm41bvUc2GVg8zyPjo4OdHR04MyZM0pOTCwWw/LyshJOWYsgdbs4IM+BMY6NOFCHEdXbu4DlHNQz9tLSEnZ3d+s2uJr5gKvVSGdhRE899VRDitiKEqpmIEkSFhYWkEwmMTY21rAr1u7jLGewC4KA6elpeL3eugWd0bHs4OHDh1heXq45B8RsWPWajY0NjI6OKg201tfXIcuy4d4K7/zoF5CpljyggecAQbdV8mMKBu896dBYr2ZwybIM3T2W+Y4gHn22yIrhX34M45QLLdL8iecxvbqN9//hl/Ef/sUba9i/Pfj9fvT19aGvr0+pphWLxZRylkx0dnV1uaoKkpW41VBt1rxZTow6X0FPkHZ1daGtrU33OWB3nwCzsVscpNNpEgfNwqzeBfV4DljcdjgcNlTW0okYNV4bDSPSG9dpnoNsNouJiQmcOHHCtBAVs6pB1TKe9rymUilMTEzg5MmTGB5urO57tbGshom3VCpVVw6IlWgbaBUKBcRiMaW3Anv5dnd3lywifOyvJzC7ETu6Q1ku5gOUEQABvwepbOXzL+qVK9VBEIrPT9b9uNy97/PwugZ/We+BVMZDwFX2Cqj7HFTYqEr00eMP/R4PcpKIj3/xFXzf66/i6mlrPU2NPDvU1bRYeAgTnQ8ePIAsyyV5L25875gBeQ4aQytIM5kMYrEYlpaWkMlklEIMXV1dSiEGu8NyzKYZTdColGkTkGUZuVzOlN4FtYqD3d1dzM3NNRy33WyMHHehUMDU1BRaWlpMW3V2WljR3t4eZmdncenSJWVlxQzsTkjWruY/evRICY/S67HR6Fh2XsN8Po+7d++iq6ur7iRqO/H5fCW9FTKZDPb29kp6K2S4Fvz6X71Wdh9HypmqjjmdNUl0yjLEQ0O6mjeo1edBUkccaOfG9lsWjtPtsyDL8tEE5qolVqsnbOcEEQAHWZLx7t/8M/zdf3634+8fBs/z6OzsRGdnJwAoovPRo0dYWFhAS0uL4qEqt+J7HHGKkV0rTpy3Ol9haGgIsiwr/RVYIYZwOOx6r1Uzcg7Ic9AEmCAw42Ho9XoNiQO2cplIJDA6Omp5aUOrqSYO9vf3MTU11XAYkRanhBWxsLC9vT2MjIygtbXV1P3bbUCz1XxZlkvuUys6a9oZViSKIm7fvo0LFy6gt7fXljHNRP3yVfdW+P7f+IL+OZRlBHweZFjirvKIK24bavXhIJ2rEgJkzGtQNMZLJlt2VTaZyZfdp673oNL4ZffDlfy7uvdA8zk7niPVYIuehq1oAu/5r5/Dr/3IW8vv18GoRScApULN0tIS0uk0Ojo6TK1Q41TIc2AdHMcdyVfY39/HxsYGDg4OkEwmlfLP1UImnUQzcg5qKavtFFwvDgDzDBSPx1M1/COTyWBiYgI9PT0YGRkx9cFkRRM2I5QLDVEnr5oRRqSlmZ4D9lLJ5/OYnJxEMBjE6OioJee+GX0OCoUCXn75ZXR2dlpSwYdhl1dkc3MTmUwG3/qt3+pKF60ePM/j7+7HsBHPlH7AVs05DmIF4z55WIGInf/GrnHpynsxvOjodeU5QES1NXr1p9VW9HXKmuomKlf2HrS1+IsVmXCYAC0+9rL4PTzywtFFiD/72jT+t9ddxrddO1vpYFxBIBDA0NCQsuLLQpCmpqaUjrpWld5tJm4wsvVw47w9Hg8ikQgKhQI6OjowODhYEjLJvFddXV1ob293rGijnANjkDhQ4fF4kM1my37OqtdcuXJFaZZkJmwFvxniQHv+rAgj0mL3ijqDGevJZBJTU1OWr0TbLQ5yuRwePHiAq1evoqenx9KxrPYcSJKEubk55HI5JQb7uCDLMn7hf31DZfMe/oP91mQZefFxvX4tknS4anp4DXRFQrWKQBUoegGkkv2Jmv/W/6Jq3KragAM0lYx4nqvWEPoI6VxB8R4IQqnYOCIMlDwFGT/xoU/jlQ/9JLze42Mwa/NeBEFAPB7H7u4uFhcX4ff7lRAkJxtxRnBrt143igMGm7ue9yoWi2FlZUUJpbGrcWQt2O1torCiY0C58BpRFBUDZXx83LKYOzZ+s2P69vf3MT09jXPnzllan7dZLyWO47C2tobt7W1LPCJa7BIHsixjfX0djx49wunTpy0XBoC1Ai+Xy+Hu3bvo6enBpUuX8PWvf92ScZrFB/70NlI5AV4PB6+HhygBBVUsf7F/gbGcAq1IqOm3VSVkp2R/BnqxcRwPWRaNCxN1YrKs568wGFoEba6CijJ/T+cK+IU/+BLe/8PfVX2eLsXr9eqW3tUacU7K/zKKJEmOKkhgFDeLg3ILmIFAAIFAAIODgyWNI+/du4dCoYBwOKyEIbnxmtVLPp93lDgyypNzhQygV8o0mUxicnISQ0NDuHz5sqUGbTMboQH1dXZ2G4IgIJ1OI5FIYGxszBb3oh2hN6IoYmZmBgBw5swZ29ymVnkOWLlcbbK/W2OMtcRSWfzh1+YAFG3tbP5olZ9c1SZhR2Hnhucer/JXvzrljfi6r2/FBmU62xqoqOTzelGoWGq6TOhRuUpJh/P7o7+dwE9/7+vR0+m+1b16YKV3tUZcNpvF7du3G26SZSdufR5IRjxwDkWSpKp5LHqNI1mo29raGgAoQsHualtuPe92cyzEgVkXW2ucb2xsYHV11ZIqL0bGtxNZlnH37l34fD6Mj487/qVQD8lkEhMTE2hpacH58+dtNaCtXJVLp9OYmJjA0NAQhoeHsbGxYdsqoBXiYH19HQ8ePDDVq+O0srk/8/G/K8bFyzIKEqdrwEoVzmu1VXRRlosL6UYejdVW+DkOXJX5HP0Kj0ALb7yakjJ+edeEULVxWpX5ab7r9XghiAIkWcb/+8Ofwad+/u3G5nqMYEZcMBjEo0ePcPPmTcTjcSW5mcWZsyZZTjOs3LoC79ZwKKC+c+7xeBQxABTDluPxeEm1LZZA7/ZQNzVuFa/AMREHZsGMc0EQlFVYO+uoN0sc7O/vI5VK4dy5cxgYGLB9fDtgDbOuX7+OpaUlx3QsbpSdnR3Mz8+XdHG2M5fDzGOTJAn37t2DIAi6ApUJkXoetnZVVDIyvzv3t/G1+YfA4bZ6M/PxHCo2Pq4yDsdxkDmAB9Do1eE4DvLhNa7l3AuCgS7Ij0cpJiZXj1nS/7tOmdcj39PcA4IkocXnQ65QwMuLG7g9+wBjl04amOvxg9232iZZuVwOsVgM6+vrSCQSaG9vV5JOG+2ubgZuNb7cKmoAc/oE+Hw+9PT0KKGvLF9hdXUVyWQSwWBQEQtmVg9sRsNOt96jJA5UeDwe5HI53Lp1C6dPn8bQ0JDt49spDmRZxoMHD7CxsYFAIGBpfkGzkCQJs7OzyOfzitCzu++AFeJAlmXcv38fsVjsSBdnO8uLmjVWNpvF3bt30dfXh9OnT+s+TJvZjdksRFHCT/23rx4aqhx8Xh554ei9YbSrcTUkoFitp1xfAoPIBkN/GBx0EoErfqFaMzPVnnUrOMmPBUA5QaLzt2xBUOTIv/v9z+HL/78fNT7nY0Q5A6alpQX9/f3o7++HLMtIpVKIRqOYm5tDPp9HOBxWxEIz4sjdamS7dd6ANX0CtPkK6vuM9YNhoW6N5GTafd7troxkJsdCHJihymRZxsOHD3FwcIDXv/71TYm3t1McCIKAqakpJYzozp07EEWxKQ94q5R1JpPB3bt30d/fX5IvYnd/BbPFSKFQwMTEBEKhEEZHR4+cOztDaMww2GOxGGZmZnD58mVEIhFLx7ISI56Nf/c//x57ySzYCrmeMADQUJUh7Zwq7s/gOMZyF0p2XJpobBLFc6wdSlZvUD7XQUfgFL0iMjgOWNvZx+9//jbe+ZYxU+fsBow8gzmOQzAYRDAYxKlTp5S692zFl+O4khAkO4wwt67Kul0cWDl37X3G+sHEYjGsra011B28GT0O3FipCDgm4qBR1GU729rampaIa5c4ODg4wNTUFM6cOYPBwUFl7GaWFTX7B8vCba5evap0FdWOaRdmhvmwa/fUU0+hr69Pdxu3iAPmudrc3MTNmzerhik0Kg6abUh8c2ELX5hcO7SbOQT8HqTztScdGzkHsvz4+hcOS57KukKghvNZQ1iXpBjhnDEBohyToXJI2i+X/q1K/oT+34rjf/Sz38S//q6jgvu4U89vQ52PABSrssRiMWxubuLg4ABtbW2KEWdVRTi3xu67tcoSYE5YUS3wPF+SryAIAmKxGHZ2drC4uAifz6d4r4LBYMX72G5xkEwmLa+GaBXuvDtNhK1anj9/Hn19ffja177WtLlYLQ7UYUTaakTNyndg45r1g2VdgQ8ODo6E2zDsFgdmjccSdatVkrJzhb1er4i6upLRqlFu8RyU4+c/+TXkCo+rlIjl7gkDXY2NGHKc1mAu04XZiOeg7vNei/eg4dAiFZWOS+cz9qdYMoPf+vTX8FPf+63G5nxMMEM4+/1+9PX1oa+vD7IsI51OIxqNYnFxEdlsFh0dHYoRZ1a5brdW/XG756CZoTJer7ckXyGbzSpehWQyWTEvhjwHxjkW4qDeBMXl5WXs7OwYWrW0A57nj5RSNQsWRuT1enWTPe0OtVGPa5ahnsvlMDExga6urordq90mDtSJumNjY1VXnOzMqajHK8LCvQYHB3Hy5EnDv1+ni4NKfGFiDfFUDmxVnAOQKxtShMqL50ZX4jXbcDyPVh+PTL6e3/nj5OnaDUkD3gNZBjjA4+EhCGL1ZOvDMkytPg+yBVm7QeXQIs1nj0Omiv/3D778Kn7yf3u9K43OejHbq8ZxnNK08OTJk5AkSSll+eDBA8iyrBhwjZSydKuR7dZ5A86be2trKwYGBjAwMKDkK8RiMczPzyOXy5WIUrvnzpKr3cixEAe1ksvlMDk5iY6ODoyNjTnmRvd6vcjlcqbvVy+MSEuzw4oahXmAtHXxrRzTKI2MxwzpgYEBnDp1yvCKsVPDivb29jA7O1tXl3Gni4NK8/vNv3oNyWwBzOpva/EiWbbBWVV1UOXz8uRrqiB0dEgj1+BI+FIlY10zgCjV4GWADJ6vUJ2o4nd1ZnA47Wgig49+9hv4ie95nbG5HAOsDrnjeR6dnZ1KiGehUEAsFispZclClNra2gzPpdmhgvXiNAO7FpycZKvOV9ATpYVCAR6PB9FoFOFw2PLjSKVSru0X9cSJg93dXczNzVU0Ipv1wDHbQGcdc9fX1/HMM89UVLDN8hw0Gs4kyzJWVlaUGt1GPEDNyDmoB3av1mpI2+05MBYDL2N1dRXb29sYGRmpqzydG8SBHl+aXMPyzgHUBn06b7D+v/5IdX+zxPauN+m5Wu7BoReg9DsV9ndETBichywjXU5gVauupBlTe299+C++jv/926+j9wlpjGb3O8/n86G3txe9vb0AiosgrLdCOp1GR0eHkq9QqeGWm3MO3DhvwF1z14rS7e1t7OzsYHd3F/fv34fX61W8Clb08SBx4AIkScLi4iIODg4wOjpatp11I7XUG8XMsCJBEDA9PQ2Px2OoqVmzcg4aMdRZInlra2tNHiCnNcTSIssylpaWsLe3V/FeLYfdfQ6qGeyiKCqVsRrx1DldHAD6sfm/+md3ig3P2DaQIUvlqgdVj6Wv9mSS5cpx2BzPQ5bEuh0Q1a+Dzo45voKxrt1X9Wfw49Ciys3gyv5db/6q/IhcQcS/+rU/wuc+8M7y+z9GNHsFPhAIYGhoCENDQ5AkCYlEAtFoFFNTU5AkSenarF3tpZwD+3Hz3AEgGAzizJkzAEr7eCSTSQQCAUUsmJFInEqlEAqFGt5PMzgW4qDawyGTyWBiYgI9PT0VY9GBYmiPIAhV24NbgdfrNcVATyQSmJycrBhGpMVtYUUsVOrcuXM192dwsjgoFAqYnJxEW1sbRkdH63oIO6laUTqdxt27d3Hy5EkMDw9bOla171qN3hgf++tJrMdSJX9rpO+AXGacoxtV2RHHA7JoYMMyhmM9iyhlNg22+pHM5lW7NnidjQxtsOeBfNgfgY3a3urD/MYu/uN//2v84ju+y8BA7qbZ4kANz/MIh8MIh8M4e/YsBEFAPB7H7u4uFhcX4ff7lRAktxqqbp03wyn3Sq1oQ6K0fTz0kuhZpaR6bMJ0Ok2eA6eyvb2NxcVFw6EZzVpBBxo36moJI9Ib2y1hRUar9pSD53kUCo2EdVgDE3X1CB41djdBK3fPsrAodffmRsdyk+cgkcnjd780fWSROi+INVXSqenz4kaoZjnX1LdAL7m57LWotFf9xGS1MFANUGVKhwnSkk4Ik3ofVXoeyAB8Hr7o2VEdUypbAMdx+MTf3MX/8cYbeHq4p+J83I6TV+C9Xi9OnDihhAFns1lEo1GsrKwgHo9jfn4e3d3diEQiNXtZm4WTxNiTRKVKS3pJ9MyDtbGxoXiwurq60NnZaShfIZlMmvLuawbHVhyIoqh01ytX0lKPZoqDRsYWBAEzMzPged5QGJGZYzdCLYKIlb+UZbmuY2SwTthOYnNzEysrKzWLOj2a7TlglcDqDYuqZSwnoZ3fi7/3FQhNepYYw1gPgrKf6nzg93qQ01YPUrY/aqzznCYPQkVlA8pgTFSFY2sL+JHPCxDKeHFkuRgC9lMf/Qxe+sC/qT6W8j3n3qPlcFPsfmtrKwYHBzE4OIiXX34Zw8PDiMfjmJmZgSAISgiSUQOuGbjdc+BWRFE0XEZXz4O1v7+v5MZ4vV4lL6ZcvkIqlWrYY94sjoU40F6UVCqFiYkJDA4OlnTGNYJZoT31UK+BzlacT58+jaGhobrHdnJYEbumJ0+exNDQUEOrLk4KK5IkCbOzs8jlchgfHzelMU4z+xwIgoDJyUm0trZiZGTE1Beg08WBmm8ubOH2/e0jC9eyemVdlgHIaGvxHSbWclAMdoZFq4tKRSEZVQWC3+ctejuOwMHn4VFQGdd+L4+yRZiKXylBlCRdE994aFHlvIOid0E/1yGdOeqxODouh4WNPfzBl17BD73pZvX5uBS3rmTLsoyOjg50dnbizJkzEEUR8Xi8JgOuGZA4aA6NVFryer3o7u5Gd3c3gMf5ChsbG0gkEggEAujs7MT+/j6uXLkCnucN9zl46aWX8NM//dMQRRHvete78N73vrfk8w9+8IP4r//1vyo9Hn7/938fp0+fBlC03a5fvw4AOHXqFD7zmc/UdXxHjteUvTgA9lBnK7DXrl1DR0dHzfvxeDyW9RowMnYt4kCWZWxsbGBtba3hFedmhdoYOeatrS0sLS3VfU21cBzXNAGoJpvN4u7du+jt7a1ZxFaiWX0OmIA7ffq04VyXWsdysjhg85NlGf/243+HgN+LdE7zLGHzV4wxDpm8CI7jVSVAH98HXh4lxnc11J2Rq2zIJl21zGg5Ic1xXLGUqOqnVG4VXvWtUjFSSZiULTkqqzapHFpU9sgqHDPPcZA0n3/gD/8G3/+t1xForb7q6EZD241zBo7O2+PxHDHgotEo1tfXkUgklAZZkUikroppZkHioDmY2d1Zm6+QyWSwtraG9773vVhfX8fVq1fh9/vxutdVLoksiiJefPFFfOELX8Dw8DDGxsbwwgsv4MqVK8o2N27cwJ07d9DW1oaPfvSjeM973oNPfepTAIrJ/K+99popx6Tm2NydgiBgYmICu7u7GB8fr9uIdEtYEVuhjcViGB8fbzgUxYlhRaz51+bmJsbGxkwRBkDzvCRqoyYajeLll1/GhQsXcPbsWdMbENkdVvTo0SO89tpruHr1qiXCQD2W0/mNz72GaDKLTL5UGPg9xcctx3H611vn2AQJ4DgezKiuuTOyIcoLBFmWIVToPZAtiCXXJJuvsrBSw9wq5TXUlgit2fYw+bis+ADg0fRPyAsifvpjxlbk3Ghou3HOjErzbmlpwcDAAK5cuYLx8XGcOXMGgiBgdnYWt27dwvz8PHZ2dmxfEHSrOHDD87cSVnV35jgObW1tuHTpEj772c/i1q1b+JEf+RHs7u7iV37lVzA+Po7/8//8P/HSSy8hlSotUHHr1i2cP38e586dg9/vx9ve9jZ8+tOfLtnmDW94g1I96fnnn8f6+rrpx6DFfXenDrIs49VXX0V3dzeeeeaZhkIzmhlWZPThnEgkcOvWLUQiEVy/ft2UUJRmiYNy42azWdy+fRutra24ceOG4ThBIzQjrEi9qry8vIyFhQWMjIwgEomYPpbdx5fL5bC2tmaqgNPD6eKA4zjkCyJ+/8v30OLzlNjbwVYf8qJUd5QQezbIslT5HBg9P4ZDlyrvT/3MkmXZUJJza0vxecWbZIx6PHW8xqqMXeo5KG77pdfuY2LpYe1juQA3iwOjsAZZp06dwnPPPYeRkRGcOHEC+/v7eO211/DKK69geXkZ+/v7lj8/3SoOzFx5bwZ2NXDz+/34ju/4DnR3d+PjH/84/uZv/gbf9V3fhS996Ut44xvfiDe84Q14//vfj52dHWxsbODkyZPKd4eHh7GxsVF237/3e7+H7/7u71b+O5vNYnR0FM8//zz+/M//3LRjOBZhRRzHVS1RapRmhhUZYX19HWtra7h+/bqp9XObFYevNy6rcnP58uVjYTyzMQuFAu7duwe/329pZ267jGhWdlWWZdN+f5VwujgAgF/5zKvIixLa/R7k8Di2P5kTIEMG10ADMwBK+FHDxtyRJmVlSpMaKovKNjB2bbKFYpdmr4eDJFXZuV7JUQ2SDHh5rryHg1M1RNN6DcqEVRX/dPTgf/Ijn8FX//O7K07ZjYa2G+fcKB6PRwkxAoB8Po9YLIbNzU0cHBygra3N1Jr3atx6vq1aebcLu7s7sz4H7e3teMtb3oK3vOUtAICdnR18+ctfrtkG+IM/+APcuXMHX/3qV5W/ra6uYmhoCEtLS3jjG9+I69ev46mnnmp47sdCHADmhYp4PB5Hlrlk1YgAmJa4qsYJYUWyLOP+/fuIxWKmVrmpNKZdSJKEO3fu4OzZs5aF3TDsOL5kMomJiQmcO3cO2WzWtj4CThYH2YKIz766CsgyUrlC0cAsF0KkQZbLh7lo4TgOPAeIUn0GRvEcHlEH1RuwVZiPLEk1N1XLF8Sq23McBy+HEsNf95irJCaXHJfB0CxtYjIgY313Hy/dnsM/GbtY9rtOvkfL4VZj1Uz8fj/6+vrQ19dXtuY9EwtmeLLdeL7d6vFg2C0O0um0bsh3T08PfvAHfxAAMDQ0hAcPHiifra+v6xaW+eIXv4gPfOAD+OpXv1piG7Ftz507h+/4ju/Aq6++aoo4cO9Vtohm5hyUI5lMKmFEjYZNlaNZcfjsfOfzebz88suQJMlSYQDYLw62traQTCZx6dIly4UBYP1LZ2trCxMTE7h+/XpD/Rhqxeni4CN/9wAFUUZ7i1dfGFTtKlzhU02iMbOVuQrbVNiZ/t+5RhPZa/huNWNehVDyW9X/jroDdTl4A8nXpegIKAC//IkvVf+myww/EgelsJr3J0+exDPPPIPR0VH09/criyIvv/wylpaWEIvFHFP5zg6OQ1iRnfM3Uq1obGwMCwsLWF5eRj6fxyc/+Um88MILJdu8+uqrePe7343PfOYz6O3tVf4ei8WUsuy7u7v4h3/4h5JE5kY4Np4Ds3BCWJH6Qb2xsYHV1VXTw4i0NKsJGs/zyGQyuH37Ni5cuFBy41s5ph0PdEmSMD8/j3Q6bYlr2m5kWcbCwgISiQTGxsZMzQMxgpPFwW4ig9tr+wCAXEE07DFQMLDqrt0fd1hVx8vzEA/PSyMGnrbsZ03nmpVFtQAjwVgcx8Hn4ZAXyvyuOQ4tXh4Zvd99RdFw9MJsxZL45Fdew9u+4zn9b7jQ0HbjnO2E53l0dnais7MTQDGkMhaLYXt7GwsLC2hpaVFClNra2o7tuXR7WJHd8xcEoep70uv14kMf+hDe8pa3QBRFvPOd78TVq1fxvve9D6Ojo3jhhRfwsz/7s0gmk/jn//yfA3hcsvTevXt497vfrdg0733ve0kcaDHrx9jMhGTg8Uo6x3ElDb+s8BbojWsnrMpNNBrF888/b5vxbIc4yOVyuHv3Lrq7u3Hjxg3cvXvX1StM+XweExMTCIfDuHnzZlNefo2IA6vn+3N/+HUwu7SgE+5jeFW/HGXCjjiOg9fDQSjUEtZTYcND7wGbv6XnrYYwKh8P5IXKXXxbfD7khTLNDWUZmUJtzze9+62txY90Lo8P/unf4wf/8bNl5+M245DEQW34fD709vYqi1npdBqxWAxLS0tIp9MlIUhGG7C6AbeHFdl5n9cy1lvf+la89a1vLfnbL/3SLyn//uIXv6j7vde//vWYnJysf5IVODbiwCyaHVbk8XhwcHCAubk5Uxp+1TKuncarIAiYmpoCAHR3d9u6qm61OIjFYpiZmcHFixdx4sQJZUynrnpXgzXZO3/+vC2enXI41XOwunOAv723Ccgy2vwepAvl+wJYQU6Q4OE4iLIEQ+qgkjZQew9qyIOoaVu2fQ14PTw8PI9sobxXV79Rm3rMmoY8pPSY0rk8PDyHvYM0fuevvol3/9Pnjw7jwHu0GiQOGqOtrQ1tbW0YGhqCJElIJBKIRqPY2NiAJElK1+ZwOOzqlXe3hxXZfY+7+XdF4kBDs8VBPp/HzMwMnn32WUvDiLTYGVbEjM0zZ84gHA5jYWHBlnEZVokDWZaxtraGhw8f4ubNmwgEAspndvYeMJOHDx9ieXm54SZ7ZlCvOGDhUPF4HN3d3YhEImhvbzftof3eT3wNAODz8EjlxfI9DMrV1a/VsNZBqjJGyVjVqCv3QD4SlmRoHKnM+dJQECVIFfotAEXPQtlzcJgDEvB7kdFr4Xw4d/25qNUUB/FwHr/zV7fwo2/9Fh0vkfsMArfO2YnwPI9wOIxwOIyzZ89CEATE43Hs7u5icXERfr8f+XweyWTS1OeQHbg9rMip94wTOTbiwMywombkHIiiiJmZGRQKBduFAWDfyjbLoWDGZjabbUpZUbOPVRAETE9Pw+v1Ynx8/MjqSrNKxdYLy5fIZDK2hLUZoR5xUCgUcPfuXXR0dODixYuIx+NYXl5WXP/d3d0NVR+Z24zh1ZVdQJZRxmFQnSpGveGQpHLlSHW2q/zxoZFvA0af24IEQ96GFp8XOa0HQfU9niu/6qk3l0r3XDyVxX/+47/Fz/7zf6wZzp2GNs3ZGrxeL06cOKF4kTOZDF599VWsrKwoCassX8HKQhxm4PawIjspFAq25+WZSfPf+A6jGZ6DZDKJyclJDA8Pu+JhVw+iKGJ2dhaCIJQYm81KhDaTVCqFiYkJnDx5EsPDw7rbuEkc5PN53L17F5FIBBcvXnTMPVmrOGCVRZ566in09PQgn89jcHAQg4ODiut/b28Pa2tr4DgOkUgE3d3dCIVCho/5P3zqGyrjXt9YaTjfAAaM6ENDSZZlePjHq9t62xkbkC+WNq0VI+FIms+NFBGSZRltfu+RrtNaioaLzvPkcLxMvlBxfvr3mF7VomII1//44sv4wW85q4RGOuW3UituNPrcOGegWDK1paUF165dgyzLSCaT2Nvbw8zMDARBUEKQOjs7HbdKb3cpUDOxW0ymUim0t7fbNp7ZkDjQYLc42NzcxMrKilKNKJVKud5Y1pJOpzExMYHBwUGcPHmy5AfqJqNZj+3tbSwuLuL69esVuwO75Tj39/cxNTWFp59+Gj09Pc2eTgm1iIPt7W3cv39f+V1pz73a9X/u3Dnk83lEo1Gsr68jkUgoq3nd3d1lEwonVncwuban/Hell09DLyUDicbFBmuH41QtmWruC1KbwFz9GqnmwPFo8VbOJWDfMfLzyRbEo8a/ajhJBrhynkOOg8/LF/svlPyZOxR46vNW/HcqJ+BPvjGPN13qVWrht7e3uy58wS2r8GrcOGegVNRwHIdQKIRQKIQzZ85AFEXE43FEo1EsLS3B6/Wiq6sLkUikpkULO+buNuwWNixszK0cG3Fg1o/Grh+fKIq4d+8eRFEsWUlvds6D2Tx69AgLCwu4du0awuHwkc/dYjRr0Zb1rFaRwg0JyRsbG1hbW8ONGzdqThC340VtxPBkjfTi8ThGR0cNVwrx+/3o7+9Hf39/yWre1NQUJElCV1cXuru70dHRobwcf+0vXtUYomWOv+GcAkPqQNlElFGMn9d7iRvVBoeN0gxdV1nW2M3G5woYSCQ+/E5OEA3eZ5reEprtA34v0np5B8ARYaC7T/WkwOGPvz6Pf/sD3wlJknBwcICtrS3E43G8/PLLSrhIKBRytFHlRkPbrYZqpXl7PB50d3eju7sbQLHqXTQaxYMHDxRjk91Tra2tdk4bQHHuTggxrYdmdEdudp5eI7jzKrscdRiRNpTouIgDSZKwsLCAZDJZ0Xh2g9GshYXddHV1GS7r2YyEZKMvfEmSMDs7i3w+j7GxsZof/sxob7Y4EAQBk5OTCAQCuHnzZt2Gg3Y1TxAExGIxbG1tYX5+HoFAAC3tIby2sqN8p9572Ixk5MM9ocSANeGaGPfUlI7NvBdGz4gky4f9h8vsvcZzy3EclNF1xFDBQMO0MjNR7ezxjLdiSfzF1+/he153GZ2dnfD5fBBFEU8//TSi0Sg2NzdxcHCAtrY2xRvVDMOuEm4UB26cM1CbqGlpacHAwAAGBgYgyzJSqRSi0ajyvFaHINlhtIui6Pi8iHLYLSYprIioCRZGdO3aNd0wlGaLAzMeuOoa/82qiW8V8Xgc09PTNYfd2O0hMWqws2vV09ODy5cv13Wt7CoxWmmcdDqNu3fv4vTp06Z3ofZ6vejp6UFPTw9kWUY6ncYv/NE3UBBKK/PUd5+bH+YDHG1oBtQqRNi86ptbsNWHRFZndV43nIdHwO8pu5oPPD63PMdVFx0cB1SomlQQK1Q14ji06XgW2L3X4vMgV1B/VmzR9sE//Tt8z+suF/9y+Lvz+Xzo6+tDX1+fct/s7e1hdnYWhUIB4XBYqYXf7DhuNxrax9FzUAmO4xAMBhEMBnHq1CmIooj9/X1Eo1GsrKyA5/mSECQrzo1bzzlAnoNaOTbiwOwHm9kPSxZGpE3I1dJMccDGbmQFIhqN4t69e7h06ZLiGj0OyLKM9fV1rK+v1xV2Y7c4YONVepAzodPotbLL+1PO+7K7u4u5ubmyoWvq75sxh/b2dvz94p4hQ1uWKzfuqqYNqn4f5VfWi7H1EjilQk8t1+hxDoFqHd4wyWyFxF+9qkAV9/b4JMkw+myukhhd8ft6SeXFM5ArCJrPZciQ8WAnjs/dmsV3j18qM1zxvmlvbz9i2C0vL8Pr9SrhIsFg0HZD3Y3iwI1zBswzsD0ej3LPAEWPdiwWO+Kp6urqMq2PEIkD41DOwTGEGTtmPXhYNZuhoaEjCblaPB4P8vm8KePWSiMGrCzLWF5exu7uLkZGRhznNtfCDE0jDzpWZhYAxsfH63rA2B0+VW01/8GDB9jY2DjSj6HesewQPtpjkmUZKysr2NnZwejoqG3u7j/75iJiqZxJ4UDmUP6ZovIgGbz9tM8+SZLB8fr7L/ucLJcYXcZgT+WE8vsqEVCVApAqfa8Un9eLQpmS1el8QfNlGW2tPuTyAsQy9znHAf/h43+NN944b+jdoTXsWGz52toakskkgsGg0pPDjg67bjS03WqoyrJsybz9fv8RT1U0GsXCwgJyuVxJ1+Z6S2y6uVoReQ5qg8SBDh6PB4IgmPJQZk2kyoUR6Y3dbM9BrRQKBUxOTqKtrQ2jo6OueGAbWVkHHoer6OWH1ILdOQflhJ4kSZiZmYEkSRgbGzPlYdmMsCJRFDE9PQ2Px2P7Pffhv548Gq5TjkZzCox8X5sQrKI0vMhwNnLpdpVC1CqMXRMcB05XS+idWwMDVqnaVDG0CIDP4ylug+JmmVxRSLT6vcjqlFOVZBnxZAb/129/Fh94xxtrfk5oY8vVCfGiKCrhIp2dnZbc624UB26cM1B8dtmRn8U8VSdPnlSS5VlyMwDlnlIXWaiGWwUZYP/c0+k0iYPjhhkGOqvrXygUamoi5TZxwEpfnj9/Hn19fXWPbfeD3oiXZGdnB/Pz81XDVYyOVyiUj6k2Gz2DPZvN4u7du+jv78epU6dMrfBlpzjIZDK4e/eu4omzk0/+wzzWoynduZXjcay6WLK9ZcnIRydXHKtubVBj52PVuLXQHmhBKnvUa6rfO6Ly88KYo6T891v8XhQy+SPjZPPa56PKk8EBn39lHj/23SPwNpgIrk2IV3fYbWlpUbwOZvVWcKOhbdUKvNU0Y948z6OzsxOdnZ0Aigt66iILRu8pN4uDZoQVscZ3buTYiAMzH2xer7chA72WMCItzRYHRle3ZVlWQlPqicFXY1e1GzWVxAErhxmLxQyVKW10PCvQjsdyQS5fvqyEMpg5ll3iIJ1O45VXXsGVK1fQ1dVV0/cbvcdEUcLvfGnK0DiPTVMOHMchL8hK7L8sy4fG+mHtfDuqPDV673HlQi3LK44joqLKPZLOFXTGOLp/I2K01edFRqoSnsmpDHsN2YJY1z0tijLe8/ufxwff8e01f7cceh12WR38TCZjSriIG8WBJFXPx3EiTjCwfT4fent70dvbC6C4yh2LxbC0tKR0j2f3lPr9J4pi0+deL80IKzpz5oxt45nNsREHgHkrmCysqB5YGNHVq1frWm1upjgw2q1YEATMzMyA5/m6Y/C149r9wCxnrOfzeUxOTiIUCmF0dNS0l0+zqhXJsoy1tTVsbW1ZlgtiV8jU3t4ednd38fzzz9d1HI1eyw/82R1s72eO/D3g9xabbwGKwc8pxnS5eag8B7JUrHmj3digwcbzXDW7G+A4+Dy8EipTK/qNwIx88eg8yiHr7bus9qg+j2JeQZXnWRnvjXB4nrTnn+M48DwHseQ8lnoPZtf38DdTD3Dx4sWqc6yHQCCAoaEhDA0NlQ0XYZ2+jT5T3SoO3GioOnHebW1taGtrU+6pRCKBaDSKjY0NSJKklEx1e86BnT0aKOfgGFKPgc7CiFit+HpXcJrtOag2NuvRcPLkSQwPD5s6rp0/XD1j/eDgAJOTkw2HSJUbz86EZBbGNDk5CZ7nMTY2ZtkLyeqwIpYnkU6nMTAw0BRhEEtl8ae37kOSSo9TlmVk8gJ4rlhmUwT/2Gw1GjbE8cW+AIer7I/nWv2cGj7vsgyvKo6+vv2VHouxsTl4eA6iJBs8H8avUyWDNsPyAqpVLJLLJ1p7PXxx3hpEnT4JrX4fsvnHYYO//YUJvPufvclyg7tcuIi2Yk0kEqlYeMCN4sCNcwacKQ7UqLvHnz17tiSs7eDgANPT00qyfHt7u2uugSiKtiT3Myjn4BhSq4HOwogGBwcbjuVuZsfgamMzr8j169cRCoVsG9cKtGOur6/jwYMHeO655ywpP2Z3QjJL2D116pTlcflWioNcLofXXnsNfX196O3tRTwet2Scavzb//73FWvsy+BQd28tHIqXw9X5oj3LGdQWxgblOCBTEA0Z6OWeX0VvSGkoR7VnHcdx8Ht4ZCRjz9NiHrFcNdSw0j3n9/Il+R2VByz/Z57nIZaZtzYgKadOUuaAg0wBH/mLr+PFF15vbB4moQ4XUVesmZ+fRy6XK9s0y42GttON7HK4bd7qsLb9/X1cvHgR8XgcKysrSKVSCIVCSnKzkxukSZJke1gRlTJ1CGYZKV6v13BY0dbWFu7fv29K0mqtY5tNOVHEOujmcrmGvCLlMBrOZPaYkiRBkiSl/0Q93YFrHc8O9vb2EI1G8fTTT9uSsGuVV4Qlu7M+DLu7u7Z6XxhzmzHcWtw+YkeyudRjVMmyfoIvC0eSZQleD6e7cq3Gx3MQqmwDAAG/D+m8YGBhvmrjBWXeXr76/AAgVy20Rw3HAzLbvr4Gcbm88PjcGvFUaK/F4TEWREnXaOY4DgFNozS9s/ChT38N7/onY2jxm/u8NIq2Yo1ebwUWguTGWHI3ChrAfeJACwtBGhwchCzLSgjSzMwMBEEoEaBOCkGiUqa1cazEgVkY8RyoDebx8XHTDOZmeg70jjuTyWBiYgJ9fX11d9A1Mm4zPAeZTAazs7MYGBgwtXpPufGsPkZ13f/e3l7bHkxWeEU2NjawtrZWkuxuV1UkLT/3yW8Uw4lUhvHjfIEy82nAcGFeg3a/Fwd6XYZVtPq9xYZjVVDq83N8xe7BVe1xVWJyi8+DdK76dZdkwMNxMC4RWAJzlblUaFam+WOV0CLDE1MwkruRF0T8p099Fe/7l99Z+wAWUKm3wt7eHgRBQG9vr+NXgBluNbIlSbI1hNZKOI5DR0cHOjo6cObMGYiiiHg8riTMqwVoM5r7qWmGODAzwsJujscdajIej6di2cl0Oo2JiQkMDAyYbjDbHZuuRmuks1Ke9VSGqYVmCKJcLof5+Xk888wzlh4bw+pjFAQBU1NT8Pv9GB0dxfz8vG3n1EyjXZIkzM3NIZvNHvHkNEMczKxHcW8jyiYAAAj4PEhXCVupatdWrT7KIZUraDocH+VoaU39wXIFqXQ1vYzB7PfyKFSIj1InJhu9FhzHob3Fi4OMwfuRM5bPwOZy5Pmr/u9KAk5ve+15KfNsLwhljoVd18O4o0999S7+/b94A3xe56ygMtS9FSYnJ9Hf349UKqWsAFvdW6FRyHPgPDweD7q7u9Hd3Q3gaHO/9vZ2RaDa3SjVbu8YiQMHYdaDwuPxIJvN6n5mdhiRk2BJrLIsY3FxEfv7+6aV8qyEnUnYsixjaWkJ+/v7OH/+vC3CALBW9LFGbadOncLQ0BAAew1ps8bK5/O4e/cuIpEILl26pBvOYbc4+IU/vgVJhmI08oex+1XL71aJ7ef54op6WWT5cKWdg4dD2XyGgoGGSl6eR0FWGbMVDGYPz6NQ9bdYHC9rNK4fxSZhRimGVhnMUTC2QwN70Z8fK8dqJLSoWJZWLvnPbEHAf/rUV/Af/o83GZlpUwkGg+jp6bGtt0KjuNXIduu860Hb3C+VSiEajSrFW8rlwFhBM3IOGinx3myOlTgwC724f6vCiJyEx+NBPp/HnTt30NnZiZGREVteAnZ5DtSdnIeHh219UFiVkFyuUZud3hgzhE8ikcDExAQuXLig1N7WYrdBMrW2h4m1vcd/kGXIHP/YIm2giZnf66loXLf6eGQPRYggyWj1eZDTrFbzHAyF6nh4DkeG0vMeyDKyhvIDmPfAOMarFamnWH3bVr8P2YLqWV1ujGqhRXX8VjwGDbxPffUu/t0PfocjvQcMrdCt1FuB1cHv7u5uqLeC2XN2C27tz9AoHMchGAwiGAzi1KlTJTkwKysr4Hle8VbVUobXKHaHFbk9fMy9M7cQ7Uo2CyPq7++3LO7eCaTTaWxsbOD69evo6emxbVw7DNlEIoHJyUmcO3cO/f39WFlZaWpTskZhHpBoNKrr3bEzPK1R4bO1tYWlpSU8++yzFfMk7K749B//+JvFf7DzWKFaUa3kqxjhpZEtHPJC+eTYamTVCbrqATT3h9fDK/X9K8+NQ60tDzIFI8nQJaPohwxp95sXADyubqS/KwOhRcx7oDdemTmkc8WxKx1Ye8CPVCbveO9BNUNb21shkUhgb2+vpLdCJBJBR0eHbavibhUHbu7sbCbaHJh8Pl9XGV6j2CkO3HpvqiFxoINaHLAwoqtXryq1pO3AzptLlmWsrq5iY2MDPT09tgoDwPqwos3NTaysrOCZZ55RjE+7KySZKQ4EQcDk5CQCgQBGRkZ0XzR2GtL1hvuw8LWDgwNLqmA1wsTqLqbXY4//cFhq1AhVf7uyhGpXJpMrNeiZCaretyhK9Touimi+6/NwMF5YqHwojpZiN2jA6/VAKBerf/RbxmahvffKegeq7qiigNC7ppIsK9WlSgd6/N+pbB4cB/yvv51wtPeglveNug4+8Li3wsOHDzE/P49AIGCqUVcOt4bn0Lz18fv96OvrQ19fn24Z3nA4jK6urrq9VXafd7cLhGMlDsy6ECys6N69e8hkMraHETFD0g6VWygUMDU1hdbWVly9ehUbGxuWj6nFKs+BNhRM7eJrhjgwY+UlmUxiYmICZ8+excDAQNntnJ5zIAgCJiYmEAwGcfPmTUO/XTtDpf7Dp75R+gfN/Bp58Af83mJZ0QrorkdzHEqX7Osr9fl4f6WVi7SCpBI8Xxze8FXnOAiiXKxaZLB5mvFDY9WNKoUt1X+eKt3fbX4fUrl8xe/7vR4ks3l84A+/jF/4l2+uex5W0sj9XG9vhUYhI9te7Jy3tgyvJEnY399HLBZryFtl54Kr2zlW4sAs8vk89vb2cP78ed3ESKthK+lWi4ODgwNMTU0phmYikWhKGVUrSplms1ncvXsXvb29uqFgLPnaLsxYyX/06BEWFxcNNaGz05CuVRykUincvXu3qsBpFnObMcxv7Rf/o0Kp0vLlQCvH1jfyOOE4/rAuv7GXodJQrOwOVdtCBmfQiPZ5eOQKgsFn42MR0+r3IJWrLIx4DpBqvKeqbsvyCsrOt9r39f9cMPAbYw3Z/vTvp/B/v/1N8HicZxiatcqpZ9Sx0pYsrjwSiZhS2tKtK7NuFQd2x+yrYfkIrIAI81ZtbW1hfn4era2tilgolzBvp8Gez+ddUQ64EiQONGxvb2NhYQGBQABnzpxpyhzsqN7DOgKrQ23srBqkxmxDPRqN4t69e7h8+bISz6g3pltyDtTVo0ZHRw1Vj7IzrKiWY2MJ1NevX0dHR0dN49jlDfnFP74NAOCBYvhPjQaIl6/cLblY4aZy2FFFo+ewU7FRKp8xdWKyweOUZeSFosFvyEBTOTiqCQMAxZ4SOKxaJFWvxtTofcFzXLFyVMVx9I+1WNJU68Fh5/Txf0Iuhhj91qf/Af+ff/btdc/VKqwytJkY0OutkEwmEQwGlc9rNaZIHNiLk+at9lYBxXzJWCyGpaUlZDIZhEIhRCIRdHV1WV5tUQ+3d0cGjpk4aORBweqrZzIZjI2N4eWXXzZxZrVhpZEuiiLu3bsHSZKO1JFvRjMywDxDnTUBe/ToEUZGRirWUbZbHNRrwBQKBUxMTCAUCtVUPcrOsCkjxybLMpaXl7G3t1d3eVw7xMHOfhqvruwAqK38phq/14NMhUpEUpWiPQ0GC2l2VmUwjkPA7zlMrjWG3+dB/tBrUPP1qLqCj/qrQFX7TpnPA34vUjmpOG6ZsTmOQ6DFWwy9OvKZTshgman89y++8kSJAy3a0pbJZLKkuy5b/Q2Hw1VXqZ1krNYCzdt8WNdmdcJ8NBrFxsYGJElCV1cXRFG07RhYTwc3c6zEQb2wakR9fX1NCSPSYpU4SKVSmJiYwPDwMIaHh48cZ7M8B2aIEnUTsLGxsaoPgGaIg1rRVliqBZ7nj5TjtYpqRiK7Ni0tLWUTqM0Yxwx++U/vQAbQ3uItrnLrjFdtDrmKWb1ydcPfqHHcQClVNZm8CFbxxwilV8/iZ6XR45MP/09VL8bRbfLsd8JxFfOS9YQBALT6vMjkj3o+W32eI03q9lNZ/PHfTuB//0fPVJ6nzTRjFZ7jOIRCIYRCIZw+fRqiKCIWiym9Ffx+vxKCpBcq4taqP042sivRzLCiWlAnzJ89exaCICAajWJzcxN37txR7qtIJIL29nZL7vtUKlWx8p4beOLFwaNHj7CwsGB5F+BasMJI397exuLiYsXmbXYn6Zo1LkvSPXPmDAYHBw2P2QwviVFYeU912FctOKVaEWvQdvLkSQwPD1s2jhlk8gK+PL0OHkAqVzhcwtd/cVRqflbxrJtk0Bfnxptj1HFcdXeGiky+UDKmly/2YtCdpt7x1jhfQ8dopFyp3jayXAwNOtw/Bw5yjQVrj/arKH5flFShRapdfuQvvu44cQDYl6xZDo/HU7W3AjPqfD6fa/sFuFUcuHXeXq9XEQI3b95ENptVcmBYF2PmsTIrTyCdTpPnwEnU8qCQJAnz8/NIpVK2dAGuBTPFATvOdDpdteqSnbXxtePWa8gyI9pIkq5ZY1qJLMsl92W9VbLsvJblxN3e3h5mZ2dNKwNstTj4tb94BYIowe/1IC+yWHIdKhj4xeZl5e8rXWO5LlgZTZNWfTmD+QNHvsYVjeAK8zziXagUWqQ5PxzHo9XHVWwY9/ieMDD3I1MpTdauGEp2pFqU7myUzwvqnhGqCqcPdvfxjXureP7y6erzfYLR660QjUaxvr4OoOiRZOEbbjJaSdTYj9rr0draisHBQQwODkKWZeW+YqFt6upa9XpKKKzIpWQyGUxMTKC3txcXL14s+0NtVsKTWeIgm81iYmICJ06cqHiczaaesCK16KnHiHaiOMjn85iYmEBnZydu3LjR0PVqpudAlmWsra1ha2urau5HI+OYiSzL+PSdZQA4FAb1YfcvzNxzUl+2Q0WnQ827PPoFoVJ29yFFI99giVSVAPHyHApqcWMkJ6LcfnUSk708HntVDjdp8Xrwa3/0VfzJf3xHjWM8uWhDRQqFAu7evas0YmttbUV3d7flvRXMwo1GtiiKrpw3UD4kiuM4dHR0oKOjA2fOnIEoikp1raWlJcXrEIlEaqquxZLt3cwTJw6MhhHZ2WtAixnigK3aVqrY4xRqDSvK5XK4e/cuuru76zainSYOWFnZ8+fPKxUYGqFZ4kCSJExPT4PjOEO5H/WOYzYf+etJpLKFx0ZhhXG8Hr7sankxEbmR8oxGVxVLjVC9hYyavRQGttU7/xzHIeDjdZOwAy3ew5wG7ZfKDXD0s4JUTBYuf15UXzKQgK0s4ctycXW/pueH/rZ+r+dx7oKK9lY/9tO5kr9l8gKmVrawshXFmX5nP5udis/nQ0tLC5566im0trbqNsxi1WrM7K3wJNMse8gMjAobj8eD7u5udHd3AzhaXau9vV0RC5UWvSjnwGFUeqnWGkZkV6+BSmPXgyzLWFpawt7enqmrtlZSi6Eei8UwMzODS5cuKT9gq8e0ms3NTayuruLZZ581zRVpd1iRLMtKb4n+/n6cOnXKdE+VleLgU19f1BvwyJ9kWa5YptS0qKEKaIVA2fNicDLsuxzHQZaqeUv1Py++eI8+s4SyXhjO8PyK4VPln4c8xx+mhxgr8Rpo8SOTK7Cd6w1YZQ9aBSNDLPMsSWT0SzQLkoyf/Mif4y9+6Z1V50vow8JcyjXM2tvbw+rqakk51VAo5FgPutNxc1hRvcJGW10rlUohGo1idnYWhUJBEaHaBn/pdNr14sCdV7pGMpkMbt++Db/fj5s3bxrKL2hW5Z5Gxs7n83jllVcgCAJGR0ddIQwAY8cryzJWV1cxNzeHmzdvNiQMAGeIA0mScO/ePWxvb2NsbMzUGEW7m6Cl02m8/PLLuHDhAk6fPm3JC9gqcfA30w/waD+tiXWvtEqtD1+l4o8sG1ilNnR8eqv3jYhB9byr7KPMx+lc4cj4HFgfAB3K5RuUo0LoZ8m3DNx2ijCodKzl5nJkHoceM1l/cEmWwKu/o/rnzOoj/PWd2WrTJcpQLuyXNcw6f/48RkdHce3aNbS2tmJ9fR23bt3C9PQ0Hj58iFwup7NXohzHMayoFjiOQzAYxKlTp/Dcc8/h5s2bOHHiBOLxOF599VX8k3/yT/Dv//2/x1e+8hUcHBwYEgcvvfQSLl68iPPnz+NXf/VXj3z+wQ9+EFeuXMEzzzyDN73pTVhdXVU++/jHP44LFy7gwoUL+PjHP97QselxrDwHwFEDot5qRF6v17ZSkFrqEQfxeBzT09O4cOFCw2EpdudaVDNkBUHA9PQ0vF4vxsfHTXlANaunAzu3LDTqxIkTlpTPtathGFAMYdvZ2cHzzz9vabyvVcf0639598jfyoXktHiKycrFecjKIjLHcZBk+UhyrCW/o7Jx/HWOpd5f1cRk/cFlcPBwKKnU5PPwyFU0+PX+ZkYlJ4MlTctRtfKRdt+VxuLQ1uJDMpvX/eyX/+eX8OYR5+aDORmjK9l+vx/9/f3o7+/X7a3Q2dmJ7u5uQ70VnmQkSXJU4ZZasCIKxOPxlDT4+73f+z187nOfw+/8zu/g7t27GBwcRKFQwHd913fh7NmzunN68cUX8YUvfAHDw8MYGxvDCy+8gCtXrijb3LhxA3fu3EFbWxs++tGP4j3veQ8+9alPIRqN4hd/8Rdx584dcByHkZERvPDCC6ZW3HSnDDQAa2r24MEDjI2N1XzS3OI5YMmfs7OzuHHjRsPCoBnHXclQT6VSuH37Nrq7u3H16lXTVi6a4TlgY+7v7+POnTs4d+4czp07Z4lhYEdYkSRJmJmZQSKRwMDAgOWJgI2KA73zvL6XwMLWviGj1MNzCLR4FOOZ43hwPA+O4/E47p8//F9xf7IkwWMgj6E29PdTDAtq7J7m1DH5NdLiK3355grVFle0Rnj5cY16RorXoupGpf+/0jZlORSHJV/R/86RhGrVZpvRBD7wiS9VGYvQo97qWqyvwo0bN3Dz5k1EIhHs7u7ilVdewWuvvabElzejcp+TcXNYkR0h4kNDQ3jXu96FT3ziE/i+7/s+/PAP/zByuRx+6qd+Cjdu3MBP/MRP4M/+7M8Qj8cBALdu3cL58+dx7tw5+P1+vO1tb8OnP/3pkn2+4Q1vQFtbGwDg+eefVyp1ff7zn8eb3/xmJa/mzW9+M1566SVTj+fYeQ6Ax9WIenp6cPPmzbqMLzeIA/WK+tjYmCk3fzOM5nLJs6w3w/Xr19HR0WHqmM3o6cDzPNbX17G5uYkbN24oP3orsDohOZ/P47XXXsOJEyfQ09ODaDRq2VgMKzwHv/rpV8DzHCR1grFm5Zl5CQSRQzJr3CDhuP+Hvf+OjyQ7z0Php0JH5DxIA+wMJoedGQCzokxSlExqr1bfnU+yJJuSbcp3Ff3pMx1kWbR5tZRIS6JE0pKvaUoiRTNIlFciKXK5YtrlMofdwezMABjMIOcMdDdC5wrn/lFdheruit3V1Wgsnt+P3EF31TmnYr/PG56XAigKAiEZo70wNSCNkQ2+KqT3Qc66CpQ1TXKivf1ypUEdOz0l9sJnRRa0ogjZ92hSgyQdDEHh2W8N49//kzegKuCMxvprBU4Yq7kFqLIG/tzcnGZvhWJRyYSjktOK3CY2iUQCFy9exBvf+Ea8/e1vRzqdxssvv4wXX3wRH/jAB/Anf/InWFlZQXd3t7JPV1cXXnnlFd0xP/rRj+InfuInAEBz35WVFUeP4ciRg62tLUxMTBSt0nPYyYHc+KunpwednZ2uzu00tFRWpqamsL+/b9qbwak5Sw1RFBVFjZs3b5bci1FKkre3t4fR0VGcPXtWIQZuEEqnrxnHC3hlal2jgdeBlXpQrEuDAjHR9NdfH0XTEkEgIqDj3bauVGSwgkz0QLI7CxtLj4SZGf5E+X9nFZL0ti3K0KJgnH5kKmlqL8Li97BZJMHnYZFMS38nUhx+95Mv4n2/9v+xPN4xJDj9TsjVwN/b21N6KxBC0NDQgKamJtTW1hZkbJZLHt0JVLpakZuqVbFYLKuG0Ov14o1vfCPe+MY3Kp+p6wfM8Nd//de4c+cOvvWtbzm6TiMcOXIg694Xmxt3mGsOVldXMT8/b7vxlxNzlxrpdBrDw8NoaGgoOOpz2CCr+DAMg/Pnz7vygi1Vfv7a2hrm5uZw7do15eXnZn2Dk/jQC6M6nX1lYiB5teV7MOhhEUtrvxOsHT+VbXQWcG9bmoeiMySkMGlSaQwtI9/iMdqCygtvYVctpaa8ESkaNAgEvWMjJHOOinnPaZMgvWchd53JNA8PQyuN0r7w8hh+51++GbXByhCReC2Aoqi83gqRSATr6+uYnJyE3+9XogpWo8CVnJpTyWsXBMGx7sdWYEXKtLOzE0tLS8rfy8vLmo7er33ta/j93/99fOtb31KOobOzE9/85jez9n3Tm97kyNplVOaVNkBvb68jRTOHMXIga8hvbm7i5s2bjhMDoLwqPjs7OxgaGkJvby/6+vqOBDGIRCJ49dVX0dfXh+rqalflRZ28joQQTExMYG1tDTdv3szyilQKOch9pj57ewYJDWOfpqV0F3XtAADwJufTslKR/AObe84snkOz54IyLai1Mp7GNbWU8y/tZ7nHQtY2Zsdl/eeKpq28O0y20Vs/kYmB3vnI3y+R5rM3p9QdlCnwIsH//TFnc4aP4Sw8Hg9aW1tx/vx5DA4Ooq+vDwAwNTWF27dvY2JiAltbW4ZOxUo3sCt57W5GPWKxmKl9Njg4iKmpKczNzSGdTuPZZ5/FrVu3sra5d+8efu3Xfg1f+MIXsupJn3zySbzwwguIRCKIRCJ44YUX8OSTTzp6DEcucuCUQckwDDhOW6O61NAiB/F4HCMjI2hvby+JhrzR3KUGIQTpdBqPHj0qeS6+WyCEYGlpCaurq7hx4wYCgQCWl5fL1rW4GHAch5GREdTW1mo2nasEcrC0tITZ2Vl4PB40NjbiqxM72NxN5G9ICLwsi6TG4SQ5Xt9ANUgX0oRS+GszDceO0W1VtUdjE4qiEPAy2g3MjCfGgWaR9eNiaMokZUtZmKXxOCtdrq0MpXcObRIwK/jy0AT2EynUuFx7cNif3cMIiqIQDAYRDAbR1dWlCE2Ew2HD3gqVTA4qOa3I7fNuJXLAsiw++MEP4sknn4QgCHj66adx6dIlPPPMMxgYGMCtW7fwW7/1W4hGo/i5n/s5AMDJkyfxhS98AY2Njfid3/kdDA4OAgCeeeYZx5vdHjly4BRYlkUymSzL3LkGuizHeunSJdTX15d8bjcjB4Ig4OHDhxAEwZVcfDcgHxOArEJxN6MyTs0l17acOnUKJ06c0J3rsBoYci8J+f4CgHA4jI9++7a0gdrwIwQgBElezyAugpBrGpkyqSpRHrIlIqFPTnjBZoGxAkqXdGhvTiHgZRFNWnPGWF6T1vFrRUOM6g5sSZrKu2mTZa+Hze6iTAEMJZMiSQr33X/1It73q+7WHlRyHvxhgdxbQVZFTKfTSq3C/v6+0lk3GAxWNDmo1LW7HTmIx+OWnJxPPfUUnnrqqazP3v3udyv//trXvqa779NPP42nny5dE8VjcqADhmHKVnMg/7iIoojp6Wns7e05UkdhBW6q+MTjcQwPD6Orqwt7e3sV++JRI5FIKBrH3d3dWT+6bhrRTnjzNzc3FbUooxBpqZWRCoVcv9Lc3Iyenh4lEviR7y0gls5Zb+ZcsQwNXuO00SAQizKgzHLUS2CgWY0e6IATC4hsSBNDih5YVy2KJlKWIi9yt2Sze1uvq7KHZQ6iCnJthsnaspB3Pq2fH44X8jbPjZY8/8oj/O7bfhxVfvf05I/JgfPI7a0Qi8UQCoUwPT2NeDyOqakppbNupTjE3DawnYTbayeEVOy5knHkyIGTaUXlqjmQja1XX30VDQ0N6O/vd+3l7dZxb21tYXJyEpcvX0ZdXR1WVlbKErZ08ocxHA7j0aNHug333DSii4kcEEIwMzODnZ0dDAwMmJLSw5hWtL+/j9HRUZw5cwYtLS0ApHVGokn8/e3Z7I2VglgKDEOD1+jqK4jG9wnLMNbSYjQgnT8RHprSKZDOWizMjNEDhaVM3wMH7m87z4l0PDYnsKtaZGU9Gt/7PEx2ylExp8YwspBfk2B2SihQ4HgB//VvXsIfPv0TRSzMHo7JQWkhd9atrq5GY2MjlpaW0NjYiHA4nJXq2NjYiKqqqkN7LY4jB9ZwVJ6nI0cOnALLsmUjB+FwGPF4HOfPn0dzc7Orc5eaHBBCMD09jd3d3axoiDyvm+RANmqLfZAJIVhYWMDGxgb6+/vh92srjriZVlSowc7zPEZHRxEIBHDjxg1LPwaHjRzIEY+rV6/m5X0+83evIJbiVR7gA2IAQpDSIAYS9I1yQghy+1zlw/weo2kaROBN7kdLifIHYxhED6wpH0nXlrVaE6DazzJIIdGJwsBbqUVQQ60upXm+ilw3BXhZBmlOAAHg97L4wg/G8Mw/fzMCPuclnLVwVIyZSoDsANPqrTA/P68UsjY1NaGhoeFQdSSu5PvE7WLqSj5XMo7JgQ7KkVZECMH8/Dw2NzcRDAZdJwZAaQ3YdDqN0dFR1NTU5EVDytmxuJiXhiAIePDggdKIzmgst8mBXchpXj09Pejo6LC832GpOSCEYHZ2FuFwWDPiEUtx+O7EWu5OSjoLy1DQ5QbGM8PISCRWZEUJkOZFMDQFPRvceq79wXLMogdWlI8IEeH3soglrZ0cL0sjxYk2UppIthFuAr2UIc3tROFgTEKQ5HL2o2hAvY35oFl/MgwNQYNwUBQFP0sjkTOfQqRVw6RVNS4cL0IQRbznUy/iD57OzkUuFQghFecRPgzvm0Kg9XtjpbdCY2Mj6urqyn6dKtXgdTMroVLvzVxU1hvBRbidVsRxHO7du4dUKqUYmeW4yUp13Ht7exgaGkJ3dzfOnj2b95IpJzkoFPF4HLdv30ZTUxMuXbpk+uIup0ysGba3t3Hv3j1cvHjRFjEADkfNgSAIGBkZQTqdRn9/v6bH7Q8/dyfLWPN76Kw894DHyFdi8KPoyHMqjSESKtNfQX8bq2MpoCjt1Vtdt97+OmBpyp4Rodds2BE4J2nq8+Z78o2iKQku/zpqbq36UBAJgj4Pnn/5EVIanZVLgUr0clbimgHz1By5t8Jjjz2G/v5+XLt2DbW1tdjY2MCdO3cwMjKC5eVlxONxF1dd+XAzcpBKpRAIBFyZq5Q4cpGDSqw52Nvbw4MHD7IUYZxKebGLUqgVLS8vY2lpKatxlta8bqdxFXOs29vbmJiYsKUgdVg87GrI0aqtrS0MDAwU1Cim3GlFyWQS9+/fR2dnZ1ZLeTUEQcQ/3F2Q/iAEDE0hmc72GKd0VIqKfg4tSYpCZaPS8LI00rlhjAKzb2Tvf27Br4ehTXs3yPundRWc8sHJ21peq3xg1naw3EPB6hpMuYF0fztlrFMUBaJmBBQQ8LJIpKTx4ympcP73/+YlvPsXndUu14IoFt+Z220cVXKQC5Zl0dLSgpaWFhBCkEgkEA6HMT09jWQyibq6OjQ2NqKhocHVDsCVCLful2g0qmvnVBKO7yYduGGsEkKwvLyM5eVlPP7441k3lDy/22FEJ9WKRFFUZEoHBwcNX16VEjkghGBubg7b29u2jenD4GFXQxAEjI2NgWEYDAwMFHyvlZMc7OzsYGxsDBcuXDDUef7A869mSZQyDA0hx0Of4nWMJFNjtHC50IMhKNU/KaQ5ESRPwaiY3Pz82gMvS4PPVW3SQZrjLakJAUBaEDL9IKyqJanqIyylFhF7Z8FyvwedmhI7c6lg57lIczzU15cChc9/fwy/97YfL7lRU4mGdqUWxxazbiu9FRoaGtDU1JTVW+EY7qZDHZODI45S30yyYUZRlKa+v0wOPB53itJy5y0WsqSn1aZtbvdXAOwTIZ7n8eDBA/h8voKM6cOUViRfHyNvu1WUKyKyurqKhYUFpcmcHggh+KvvjGd9luuV97AU9B3DpS2Y1Tx3NnLwTceCKnqgOg7R4jUjmboMGlYNZUo1p5nkaIHGd6aWwrxmIlOfYLQOigaMahiKurd1VIsI4GFpiCKBIMoF7QfbEhDEkmn8P3//Lbz9n/xISX+PKpEcVOKaAWdJjdXeCo2NjboiGVZx2CLehxlWGqBVAo4cOaiEF0YsFsPIyAi6u7vR1dWluU25pFSdMNLllBs9SU8tuNlfQT2n1WOVr5ndYt1C5yslIpEIHj58aOv6GMHtiAghBJOTk4jH46YRKQD45LceSQpF0s5S1CAnV5wq8LfPmpFipcg2fxuKZkCI7IW3No7eWFr766VR5UM6xqCXOTiPelvmGhFmDnsxx2Nv4RCDPg8Sad46X7PS76GY3w1DSVO9feQuzpQyd5WPRSzJQU0mPvnSPfxQVwDV1dVoampCY2Oj4wo2lWhoV2IRNVDaiIdWbwVZXpvnedTX1xfcW6ES7xE13CQ38Xj8OHJwDPtYX1/H7OwsLl++jNraWt3tykUOijHSZbWYUChkO+XmMKcVyR2qr1y5YnjNrMwnN+IqFxYXF7G6umoouWoXbqYVEUJw9+5d1NbW4tq1a5Z+sP7ixRF5ZwDakpwpXm2E58KkGNlgDdaUiozGsBmVMehMnFV7QIh1j30mcCJYXEf2NTEzzHOjMuaGfCLNH2zrEDwsc1AroYVCCAC0n41qvxfRZDpv24NkKUr5ZC+exjZqcfFkF0KhEB48eABRFJX0kdra2qKNzUo0/CqxTgJwTzVH3Vvh5MmTEAQBOzs7Sm8FlmUVsmmlt0I5UpydgtspaMdpRa8ROPXiFEURExMTSCaTGBwcNE0XKmfkoJB5OY7D6OgogsFgQSk35UorMppT3QzMiQ7V5czNF0URjx49Uuo/nPyBcutHOhaLIR6P47HHHrMcvfnS3Vms7yYyf1GZEIHWenXyzU2vV2lTjg6kSK2dZ+uXwv59mEwLFvL3s8+H6T2fxw2MjXAPQ4PLvJ/kc2M5tcgAnF6jihI8r9EkB610o2Q6Pyrj97L44HPfw08+8cuoqalBb28veJ5HJBLB+vo6JicnEQgE0NjYiKampoIIf6WSg0o0VssV8bDSW0FOQdL6nStHg1Kn4DaxOU4rOqRw8iUnG4/FPhSJRAIjIyNobW3F+fPnLa2xktKK5G60arUluzhsaUU8z2NkZARVVVWOdaguV1pRKpXC8PAwWltb0dPTU3GGAACEQiGMj48jEAigra3N8n5/8sX70j8yefMBD5OnPW8MF5SKTEDRDIjAA7T5OH4Pk6/lnz2atCZbnCazMUXBx9IGjeL0p3Rq+zRv1iQuH0UTcivzGZKafCKgBZEQ1AR92I+nlM/iKQ4LmxHcm1nB9dOdAPIVbOLxOMLhMMbHx8FxnO30kUokB5W4ZuDweOBzeyvs7+/nRabUvRUqlYwB7hObaDR6TA6OOpzo2ltI/r16brdh10hfXV3F/Py8Zjdau/MelshBNBrFyMgIHnvsMbS3t5d8vlJCVvM5d+5cWZrqFQtCCBYXF7G+vo6BgQHcv3/fsrF3Z2YdMxu7YChK6WDMaTSsMjQ0ilYqsgJrakZWDCJLTc1E0dqcB3sd/MsCQdHcX+s8GhnTVklVgc3LygfjdWQXiUukIsUJeP/ffQuf+s+/kD8aRaGqqgpVVVXo7u7OSx/xer1KVCEQCGjeH5VoaFfimoHDWStBURRqa2tRW1uLxx57TIlMyem0fr8fVVVVEEWxIs97sTacXRxHDg4xnErfYFkWPM8XlE4ip6REIpGC9OMPe1qRKIoYHx9HOp3GzZs3i9ZYZhjG9Xx8LWN9Y2MDMzMzuHLlCmpqako+XynB8zwePnyI69evIxgMujavU5ClcAkhSmNAO8/27336FQCZRlWK1zv/3q72sYil7T9rVtbh8zAWPO0Wf2wtGMwpK1ERG/nzuceY5ETtHgyG01HwMDTSGsRM83gM1kdTVJ4P3txgIfKG7hceQ/17lDt3fkQhntR+B748voiHCxu42GMcNctNH5F18WdmZpBIJDR18SvR4KtUT3YlrFsdmQKkAtvV1VXEYjEMDQ2htrYWTU1NFdNboRzkQE9oppJw+K9sGVGogZ5OpzEyMoK6ujoMDAwU9OItZ+TAzOhJJpNKmsqFCxcqNuVGPSchBFNTU9jf37dUE1LsfKWEKIqYnJwEx3G4efOmY4XHbiKdTuP+/ft5qVBWycHsxi4eLocR9LKIZwx/lqaQ0tg2muIKK0aGuaferIjXumEmGbZGhjkhBKKF9BXpHFqYUrW9GqJOV2CjY2E1yYFB9ELrY0JAcj63ej9Y2o6iAVXvCy/L2Gr+pgdtYqCzLSQCpCUz+x8//Dy+9Pu/bGvuQCCAzs5OdHZ2auriNzY2VoSBl4tKMLK1UInrDgaDaG5uhiiK6Ovry7qHKIpSahVqa2sPJcl0mxwcqxW9BlCIgS6ncZw9e1Zh3oXOXW5lGy3Iud9mTafsopwFyRzHYWRkBLW1tbhx40bJXnBuFCTLxLShoQE1NTUV90MESB3DR0dHNZ8hq+fwmb/9AQgAXmXI6uv66xUjS+k38m5yvYJyf1hQKjK3La0ajhQoigJv6LG3Ew2wmLqjsY1AiG1vczzN549leOg2nkFDMamDc0JpRB2MYLUPhGqCvMhC9r1q7Vr7vCwSKfndfxBdmFjexme/O4Kfef1Ve+vKQEsXPxQKYW1tDbFYDBzHKQo2bvfXsYtKjHYAlUkOgINaCa17KBKJYGVlBePj4472VnAK5ShIdjrroBw4kuTAKSPMDjkghGBhYQHr6+umTZmszp1MJosaw0kQQjA/P4/NzU1HZTBllKsgWQ6Vnj592laha6HzlZIAyYXhfX19aG1txc7OTsU1r5HTuq5du6bpfbHybO8n0nh5ag01fg/2k7ICDEGC45FrnKnHIoSApoCAh0U8Y5ypDRCpw7JkGCPzPwK6yILlvCXlb6IyhERIpEMz0mGrjKCwFBlpGr0CW/0F2H4nU5SNJnDG9Rjy514PYy3tKgOeF4quVfCwNPhMwYv28ZurFrEMAz7zbnzf330LP/W6y2CY4o0dr9eL9vZ2eDwe7O7uoqWlBaFQCMvLyyCEKLUKh9HJcEwO3IVeUa/X60VbWxva2tqyeisUWhxfCrhdkByLxY4jB0cdLMtaMljlzrlerxc3b9505OEvV1qRFniex+joKPx+v5L77TTKkVa0t7eHjY0NDA4OulJAVMpjlPtnqAvD3W5OVgxyZWP1PJdWjMw/+Nxt+FgG0eSBkeVjGZ2mX5JBS+T0MlCSl1vHOFUMEooCEYXM/rJRrFFwa2rAWGIHOZvoGcNW2cGB+pDlbS1/7hwCPhaJrFoQ7TmN74mDfSRiYGPdNushdKc/2Nn+LgB4QYSHYcAJArZ2Y3jfp7+Fd7z1R62vwWy+TJGsuiiV4zhEIhGsrq5ib29P8Qg3NTXZrp8rBSrZyD6q67bSW0G+h6z0VnAKxwXJheGYHBiAYRjwvHFHUNlb29vbW3DnXL25DwM5kJV7nD6+XLiZViTn5O/u7qKzs9O1B7kU5IAQgunpaezt7eUZ1eXsq2AHMrn2+/2msrFmx0QIwfN35hSTXYauyE5mLK05awIeRA07AlPKfko0gaIc/9FjaECd5q80MyvUOFfZx+YeWL2aANq+91Y2rNX/NQCv13ugQBRSd1DAJFnkgdepzzADw9AQVDUaNE0BmZ+D//3Ne/iPP/tGsKwzBo/WdfR4PGhtbUVra2uWR/jhw4fgeV6Ruqyvry+LsXscOXAXhaTm5BbHp1IphEIhy70VnEI5yMFxWtEhhVMvDTMDfWVlBQsLC0XLeBYyd6lBCMHGxgZmZ2dLotyTC7fSitLpNIaHh9HY2IjTp09jd3e35HPKsFLsbQfqXgxatRLl6qtgB4lEAvfv30d3d7clhQczA++jXx+DKIpI8jkqMOlsfXyGojKpGvrG/H6S0/0udw0URUlp/KJoM9XIfLuAl0Usj6RYkzY1ndugg7PReS6EeNrdhxPEbDJhPHjeR4QQMDStIQ9aHtghdbldvFMcDwoUCAiiiTT+6G+/gXf+8zc7si4zg1XLIxyJRLC9vY3p6Wn4fD6lVsEtVbRKNbIred3FGtg+ny+vt0I4HNbtreAUBEFwtYYmHo8fRw6OOliWRTqd3+ZeEASl26wTMp5aKCc5oGka4+PjSCQSJVPu0Zqz1Ibs7u4uHjx4oBS6hkIhV41nJ9N8YrEYhoeHDXsxHPbIQSQSwcOHD231ADE7pk9+66HUBExXfUhW9QEomlbSiQqBlmFOZQiglfNu9dpoOZ8POierIheFwCQCYJV82Ccq1no7ZJECk/Fz1+DzsEibRH4LQhH1GjoDwryYnAJNUwpp+Ouv38Vv/dM3wesp/rfH7rVjGAbNzc1K3xS5Cdv09DSSySTq6uoUqctSeWyPIwfuQhRFR+0cdW8FdddvubeCz+cz7c9hZ+3HTdDs45gcGEArrSgej2NkZAQdHR3o7u4u2QuqXOQglUohGo2isbER169fd+0FXOrjXVlZweLiYlahq9tF0E4RoK2tLUxOTuLKlSuora0t+XxWYecHe3l5GcvLy7aL943IwXfHV7Cxm4Df68nqEsxQgIADI1pWrTFar+mxGKTFKGs0TZ2xdr6SnI6BS2VHDwp5Vo292SYGPFVA9EI2rK2LNFkcNv++0KrZtea9t2KsG+xNU/DQlKbkbMDrQSJdGGERVM9ymhfxR3/7DfzOv3hLweuUUayhHQwGEQwG0dXVpcilhkIhzM3NgWVZJargZJ55JRvZlUhqSp2ao9VbQU04a2trlf4cdp2VbqcVJRKJogVpDgOOJDkoVVqRzGovX76Muro6R+awOrcbkD251dXVJSU+WiiVISuKIiYmJpBKpTA4OJjl/XDbeC52PkII5ubmEAqFMDg4aJqn6XQakxEoi4Zi7vWw+9I2Gv+PPn8HHC+Cp7KPmc/8IOer/BhZqA4U3NI0GErKO9dct0WlIj1kRw9syJjmrUVnEabcQG1oWztf9qNZspfeSqQh+0+moG7OxYMQgjSvfYz6xEDjGmpEKFiaUuoY/vc37+Mdb/0xeIqsPXDSC58rdZmbZ65uoFVMRPowdhq2gkpdt9tkLJdw7u3tIRwOY3FxEXZ7K7hNDgBU5DXOxZEkB05BNtBFUcTU1BSi0aglo8zJud0AIQSLi4tYW1vDjRs3MDExUdaGZE4hlUpheHgYLS0tOH/+fNlz8ouZTxAEjI6Owuv1or+/39LLx021IitEhOM4DA8Po6GhQfN6WIHeMT1aCePRSgQ0TWmm4WjKfxp59i0pDRkgs78ghSgk07ag8cxz7QkhYCjtxlna4+UqMNGZ81PA+krtQLCVwpNNULXVqaTtnFgXBfvpXEbkKODzqPobaO4NmmYAUSIYKU7AH//dN/HOX/jHttaQi1IarLl55nt7ewiFQlhaWgKALLlUO/ef02kubqISIwfljNTQNI36+nrU19fj1KlTSm+F1dVVjI+PIxgMKtEpLYl1N8lBpaa7aaEyny6XwLIsUqkU7ty5g6amppI2yMqFW4Yrz/MYGxsDy7KKDGs5ohZOzyk3ozt37pySG5sLt8lBoTUAdot2ZZQjcqAHWfWq2H4Ses/fu/72BxBFgiq/R6N4l+QTA2k0g4kKXqIypzyIVNsg5BUq+z0MUoZNzaQuvZxBJzU5ehDwexBLWmiaqKtMWigZKuCetjuPxcAIRVHwexgppYwQcDreewk6J8LGsWgfd+HPmzExkKCuoQh4WTz7zfv4T//0TUVFD9wyaCiKQl1dnRJ15zgO4XAYy8vL2N/fR3V1teIRNpNLPUpGWCWgHN53PRj1Vkin00pvBbnmxW1ic1TuzSNJDpy6MPv7+wiFQrh+/boix+UW3Li5YrEYRkZG8ozOcpADJ493aWkJy8vLuH79uqF6RjnIgV3IHakvXbqE+vp62/O5dXxGc8k1ElevXi1a9UprnomVCEYXQwDy0zZ0G4aZz6T7TSGEi6KZrAJiq/CztCE5kAanzLfJIL93gLLArB81q8d4kFpkA5bqMbJmsUzWknKPCqPRzEg6RUFRcioImfWWhJhTmZ4dvHKv//HffQPv/IXClYvKZcx4PJ4sIy8ajSpyqYIgGKrXVGrNQaXisJ5vLSWt3JqXVCqFZDKJYDBY8vv8qBAD4IiSg2JBCMHs7Cy2trZQU1PjOjFwAxsbG5ientYsanWz54CTEEURDx8+hCiKuHnzpqmn4zBLfcqpXuvr6wV3pHZTrUhrLrmr9tbWlmPpeFov3v/62VeQ4gR4WBqcShu/2s9iP5GvNiavzapMqdV1qOFhmay1AAfqSFTmR9YsagAASS1DXmMtqTSvjFsItAp1Lf/IZVJs7E1oZ2MbZMJBCdlSQf+51K47YKhsaVNaVUtRE/Dh7749gv/0T3+04OjBYTBoKIpCTU0Nampq0NPTk6de4/f7ldSRQCBwKNb8WsJhJQe5YBhGiT4BUmrxvXv3sLq6iunp6ZL3VkgkEq7J+ZYax+QgB+l0GqOjo6iursaNGzdw7969ci/JURBCMDU1hf39fdy8eVOzKMxtFR8nkEwmMTw8jBMnTuDkyZOWfjgOKzkQRRFjY2MAUFRHajePL9fgkY+BoigMDAw4+sOiPqbl0D6GF7eBTEoJJ8iRA5LVITkfxgWuRveP38Nkuu3qjEwIBL3TTlHwsTR4QYSVHl9pgTeNfNAUIFhsSpZIGXnW1Z/bK8i2b6yV0LBzS743rx6iNF2jKZoGxIP7LZE+SD/aT6QAAH/w7NfxrgKViw6joa1WryGEIJFIIBQKYXJyEqlUChRFKcXPhyXd5SjjMKUV2YHP5wPLsrh06RIoisrrrSCnIDnVzC8ajR6Tg6MIWQe/r69PCXVWmpFsBLkBWENDg2H9RLkbsNmFrLJ04cIFxWNgBYeRHBRCcvTgZs2B+lymUincv3/fkWPIRe5Yf/zcHUSTHADqoNbAipfZcBsTI8/COdVrjEtRFJKcgLqAB3sJCzUCFo1NqfaAGG5OUwBvMCJF0aApApEAXobOi3zoopBbjKIAO2lWdrazGPnJkzTNvSeK7ZbsEPhMylh1wItoIg2AyvxbIgYelsbff3cU//fP/2MwWvqtJjiM5EANiqIU9Zru7m4IgoCHDx8iGo3i7t278Hg8SmGzG6kjr0VUSuRAC7J8rF5vha2tLaWZnxxVKPQ+isViR6LHAXBEyYHdi0oIwdLSElZWVrLy1Mv9kpHzq514KOUCXbkBmBEOo9GshWJTbw7bccrX6Pz5846ksrldc0AIUQi2U8egNY98TBwv4AeT6wDyUy8As/Sgwp/tFCcYGqs+D40Up3/erfRZkGDNaBOEjNKQiZystImZ7J+U9uTzsOAEK+RFgpdhwFm412yTVfX2tlKL3G/+J3UwzlmHbXKevXaKAkjms2gyrdy26mE5XgTHp/H/PPdd/Pt/8kbb6z7s5CAXDMPA6/XixIkTqKurQzKZRDgcxuzsLBKJhKKJ39jYeKgUjQ5zQ0ozVDI5kIlBLnJ7KyQSCc37yI7sbjQaVfooVToOz5NTJshqPQzDWMpTdxOy8VrMQ6lHfIxQzsiB1R8qQRAwNjYGmqYLTr05TD+Iy8vLWFpast0UzAhuqxVtbm5ibW3N8n1W6Dwy/vzFUYSikvfU52EQlyMHqm1KcY1zaxvyvqdppGBsKCdTPAARgP77hhBikcJIkY7svgf54HkLnnqKBgVYUz5Szc+JonUjU97GbtTA8XvZ2XvDVvcGi/VAepvEUlIEQT3zp166h3/3028oyDl2mN6FVqBes9/vV+RSczXxaZpWiIJduVSnUckGdiWv3SoCgQA6OzvR2dmZdR/JsrsNDQ2K7K7euYjH40cmcnC0r7YJotEohoaG0NzcjMuXLx8qYgBIzDa3Q7MdCIKABw8eYHd3Fzdv3rRssJWLHFj9wUwkEhgaGkJDQwMuX75c0S8tuYh6e3sbN2/edLSzoluRA0II9vf3sbm5aes+KwTqe+QzL08rn8fTPIBcz7L2vVSMMUQIMU23sdIBNy0IkPsLGExmcVXZqTDFEEKKolDl91jsmSCBphlYNrRzxzWdR/W9nWtmefkHG7IFpOQUJv/qDPxe2bcnrWE3lsRffe1V2+NUIjnQM1ZlTfxTp05hYGAAly9fht/vx/LyMm7fvo2xsTGsr68jndYWKij1mivtPKtRyWu3C/V91N/fj6tXr6Kqqgqrq6sYGhrC6OgoVlZWkEgksvazGjn4yle+gnPnzqGvrw/vfe97877/9re/jRs3boBlWXzmM5/J+o5hGFy7dg3Xrl3DrVu3ijtQAxzJyIGVm3htbQ1zc3O4cuWKqbxiuV6exagGxeNxDA8Po6urC11dXbbWX650GyuaxLK058WLF5UunJUG+X6Sa0Camppw4cIFx+8xmqbBcXY8wPbB8zxGR0dBURTOnz9f8jC+TA6+8WAJS6HowRcEUo64JejXFJh5661cIakjs3VDs3C51XwYRQ+slstynGD5XswmIjbv34LSbpyDmmj69IrMD0ndgZaSUTaZocDQNP7yy7fxtrcM2Bq5EsmB1TXL6UcnTpxQ5FJDoZBSkCp7g2tra0vuZCKEHDoH5FGHU5HzXNndeDyOcDiMiYkJvOc970FTUxPe8pa3QBRF08iBIAj4jd/4Dbz44ovo6urC4OAgbt26hYsXLyrbnDx5Eh//+Mfx/ve/P2//QCCA+/fvO3JcRjiS5ADQ90KLoqg0y7h586apMSMbyuV4qAtVDZJ15S9fvqw0nLGDckUO5OPVuiZqWcyBgQHTJjmHFXKqz/7+PkZHRy3VgBSKUkuZygS0p6cHkUjElRQm+Zg+8Pxd5TMPBXAahqmHpcFrefnNipFNlIqSBkpFmVUafqs+T/LxOGqgWVQu0kOSF8BQ+kXVangYSXlJhtm8DENn14bYWaOVImb53No8dM6CrGxBMCBAtiRNNRBNpkGrrhMniNiJJfGl24/w1M0LlpdYiSkjhaxZLZeqLkhdX1/H5OQkAoGAYafdYiEI1kn3MZxBKYgvRVGoqqpCVVUVuru78clPfhIvvfQSXnjhBXzve99Tvn/yySdx9erVvPv09u3b6Ovrw6lTpwAAb33rW/Hcc89lkYPe3l4AKOtzeWTJgRYSiYSiBGPVUysbyuUgB3bTigghmJ6exu7ublG68uUkB1oRC7kuxOPxOC6L6TYoisLq6ioWFxdx7dq1khYvlTICFA6H8ejRI6U5287OjmvkYGhuG1Pru8pnfh8LLpnb/IzAYl+wbJi411na3PA3f69kb3Pg7bf/jtGar2hSSICg35NRgTKGz8Mo5MDKvNpNhQvtzqwD2SC3ECoJej2Ip3lbaVQaE8KJAmh52XYCKgzDQFTd6LFkGh/6wg9skYOjHDkwQq5cquwNHh8fB8dxqK+vR1NTE+rq6hz5/SeEVPRvVyXCDdutqqoKt27dwq1bt/CRj3wEqVQK7e3teN/73ofR0VE8/vjjePLJJ/GWt7wFbW1tWFlZQXd3t7J/V1cXXnnlFcvzJZNJDAwMgGVZvOMd78BP/dRPleCoXkPkQPam201HkQ30UjTMMIMd407uz1BTU4P+/v6iXpzlaoKmRUpk73RuF+dKhKzXvb6+bilqVSxKFTmQC9zVClFuNVyjKAp/9tIEuIxBWhvwYC+ezjcuDQ1O/WfDLLsnblZPUKiMakZaU04vsnwudefLVi6iKYDYeCcY9XFQI5bIPff6cxBC8k1oI0tY49gCPo+lmg6r6UCm19MMDt7yAa8nq4dBPjRSi/I6aFN4tLSJ7z6Yx+sv91qatxLJgdPRjlxvsCAI2NnZwfb2NmZmZuD1ehW51EAgUND5qsQITaXDbcduLBZDT08P3va2t+Ftb3sbRFHE/fv38cILL+Dnf/7n8du//dtFz7GwsIDOzk7Mzs7ix37sx3DlyhWcPn3agdVn48iTg2K96eVU7rE6997eHkZHR3HmzBm0trYWPW+5mqDlkqFi06Oswo0fR47jMDIyApqmcenSJVck9pxWK5JT8jiOw+DgYNZL1y1lpEdre1iKxAEAHobS7xWgmzVkfK2ltCF9o1IQzeVHC1HBkcnVgflX3D2Zq+MviDma/oaQiq6tPBdaR2v7edLZlGGoPHnaRJq3IWlqYRMrpNaMaEh6o9BlChZTi+IpTiXkZFGcIaV1/1P47Y98Ed/7779huj9QmeSg1GtmGAZNTU2KHLMsczk9PY1kMom6ujpF5tLqu7xSycFhkvu2C0EQXD3nsVgsKxuApmncuHEDN27cwDve8Q4AwA9+8ANFAQmQlAo7OzstzyFve+rUKbzpTW/CvXv3SkIOKu9OtQiKopBKpXDnzh1QFIX+/v6CvP+HnRwsLy9jbGwM165dc4QYWJ23FJAjFoQQzMzMYH5+HoODgyUlBm4UX8uqWJ2dnaipqXFVXtSpY0un03j11Vfh9/tx9erVPG+MW8pIf/riBOIpQZnTbkqKhu86C4ZKRFakJy2vJB8URUGpMS1AbScXHvU1srWwjESkx77HzchgM/xG49z6PRpGV4UZsXZQ6KGp96Mzf6zvRPHRL9+2tH8lkgO3DW1Z5vLq1asYGBhAa2sr9vb2cP/+fdy9excLCwvY3983fLdXMjmo1EJqt9cei8VMBW4GBwcxNTWFubk5pNNpPPvss5ZVhyKRCFIpSb57e3sb3/ve97JqFZzEkY0chMNhjI2N4dy5c2hubi54HJZlDyU5kCUwBUHA4OCgo57ocqkV0TSNdDqN+/fvIxAIoL+/v+Qv01IXnG9ubmJqagpXr15FTU0N1tfXXTu3Tl3HaDSKkZER9PX16RJQN9KKxlfCWN1NZpy0BGlehJbv2nAdJsXIgsnpcsaI0o8ucMoCCotAqMGL9g0/9bkzix7of6e9fZVeHYNd1SK949HqcCyKTrczUM2XsyaDYzB6Pqr93kzfAivITy3ysAzSmTQwkRAwtBRx+R/PfQ9vfdM1VAWMnWKVSA7KuWaaptHQ0KCkJ6dSKaWvQjQaRU1NjVLYrG6eVcnkoBLXDZQnrcisjpBlWXzwgx/Ek08+CUEQ8PTTT+PSpUt45plnMDAwgFu3bmFoaAg//dM/jUgkgueffx7vete7MDY2hkePHuHXfu3XlN/2d7zjHcfkwC729/cdaSjFMExRvQaKnVuLHMiF1e3t7Th58qTjL8lyRQ54nsf4+Dj6+vrQ0dHhypylIkKEEMzOziIcDmels7ndmKzYuTY3NzE9PW0q+esGOfjtT31X+keWEah971t5JqiMnSUXowa9DBIGufbWDBIrz6KBD11JB7IK66lCVreVj1FUUmXsv1+0zpXSpE5z0vyPUpzB9k4XMZtBL7XIquSrwXcxzdQg6Tp4Wdq0/iOdU3nvZRkk0jz2E2n81ke+iA+9/aeN13ZMDoqCz+dDe3s72tvbFSW6UCiE5eVlAAfNs9xOcXEK5RJkcQLlIAdWmqA99dRTeOqpp7I+e/e73638e3BwULl/1PjhH/5hjI6OFr9QCziy5KC3t9cRA7fcaUW5zVq2t7cxMTFRUp3/chzz5uYmtra20Nvb6xoxAEpDDmTtf63oh5tRmWLmIoRgbm4OoVAIAwMDpil5pSY9i1v7eLQczpYm1S1kFTUriwkhoCkaBCSzq2RcZBXtigSKKUdR2QaImUFqJe3IglFDUTSIKDhk/MqkzeJYOcdIGe2ncz6MZKQtF4kTAl11UTuRBtPacOIgsS1QtchgN6uF4Wok0jzYjMTsN4ZnsB7ew4nGWt3tD5OhbQeHcc0URaG2tha1tbV47LHHwHEcIpEIVldXEQ6HwbIs/H4/mpqaKkaOu9IjB27XHJilFVUKjiw5cArlJgfy3LInWjbWSvlicUt5BsguGO/u7nb9hem0sS6rK508eVKzyMhNclDodRQEAWNjY2BZ1nJqV6lrDt757PcQ8LLYT6RVhj/RlhfKsudJxohVf0Fp2qjxFJ8xOA6+JKIImqIsKf1QlIkxLa/ZCijK1GiT1I3MiEZGJrVQWFiHzo45f5sQK4oy72GQu/0hg/nzZkQe9L7T+jz/M4ahIKiIsywvm+YF/OaH/wGfescv6K6qUslBJcDj8aC1tRWtra1YW1tDNBoFz/N4+PAheJ5HQ0MDGhsbUV9ff2gN8EonB25GDuLxuKXIQSXgmByYgGVZpQDEbcjkgOM4jI6OIhgMuqLz79YPhazgI8uvLi4uul7r4KSxLkd1jNSVDnvkIJlMYnh4GB0dHVlazGYoJaGMRJO4Pb0BUbTqAZe2kTsFU/SBPKjRCkVNhVEaRB7LBJJn3OTZtJAOo3iz7RjLRrCb05+9Mwots1YbnS75GvJB0fDQ6loOh0CQd20KOsQCL2+134do8uB3KVfVSY1XHi1hemUbfZ3atXfH5MAdEELg9/vR3d2NkydPQhAERCIRbG9vY3p6Gn6/H42NjWhsbEQwGCz3chVUclqR2wXJ0Wj0mBwcdjj1sit35CCRSGBoaAinTp3CiRMnyrKOUkAuclUfVzn6KzhhrBNCsLCwgI2NDdOojptRGbtz7e7u4sGDB7hw4QIaGxtLOpcdvOezr0AQiYbxnf+My2vwe2jk1r7SRjayqYFESaI6MuEoqTGVIUFmXnurXKmI2gEJ9vfLvx8szJ9VTGyyfU6kgc3p1KyGFWLgiKSptBH0JU31v9L7To/XRZPmBcxej1SoTAD8h794Hl949/+lud0xOXAHuU3QGIZBc3OzIpgiN2GT5VLr6+sVudRyGueVHjlws0dVKpWqmHQxMxxZcuAUykkOQqEQwuEwnnjiiSPDRgFgfX0ds7OzuHr1atZx0TQNjjPvyuokiiUHcgoOwzAYHBw0fYm6HTmwarCvrq5iYWEB169fL8hrVSpykOJ4fPneAvwsjbj61jCoN6BoWrNXQdDLImZUFGsGilKsNXXDMmVqOCSMo3CD7F4FRQ9oErXQu37yOtQGpLVrrc7vgkUiI63R7/EgaVSQnAOGomD3yhZzvwZ9nqIaqHkY2kY0w2L0JmeztKpe4eHCJkZmV3H1VH491zE5cAeiKBqqCgaDQQSDQXR1dUEURezs7CAcDmNubg4syyoKSFVVVa5er0onB24SK4qiKvZc5eKYHJigHORAbjYVj8dRX19/ZIgBIQSTk5OIxWIYHBzMknkDyiOhWsycyWQS9+/fR0dHB06ePFny+ezCSh1A7jUpVBK3VI3z/vi5O0jxgkYaR3a9gVJbYADB4FxoGfs5GxzMn6lLIKKopCw5iwNLmqJoA+PNBh2xmFqkZ3SwDJ2XumJe72DT8FSt0RIxUI2b4nnongsDj79dI8vnYZHieP0uzabnWbLgPSwDLu9+tJvCZb69vByvh8V//l9fxRf/a3704JgcuAM7RjZN00qKESB5pEOhEObn5xGPxxW51IaGhrzfUadRqSpLgLtrJ4S4lhXgBo4sOXDqZceyrKtSpnLOd2trK06dOoUHDx64NncunPzRSKfTGBkZQX19Pa5fv645bjnSigqdMxKJ4OHDh7ZVow5TzQHP80rNh941sYpSRA5EUcSz359EtZ9FNKH/DErzElA0ZWiXJdPFKABpGOKZ83tw3sxrCQqZSn9Uu8diRib0v6eQEz2wJCUqGa+27guKynjVLRJNeR0OhG2s3MOyelCxd3o8xTnN6wAAVX4vYqqUI7+HRSLNI83xGF/axCuPFvDEhZ6sfSrZM1xJKOY8+3w+dHR0oKOjA4QQ7O3tIRQKKZ12Gxsb0dTUhJqaGseJ3nETNHs4KkT7yJIDp+Bm5CAUCmF8fFzJ+eZ5vmwpTU42B9vb28Po6CjOnDlj2MW5VN5nIxRirC8tLWFlZaWgPhqHRa1IVlXq7e1Fe3t7SecqFB/66ggSaQE0TWkYovLfGWKgyJFSmoYbSwM8cf6lTdG0ZDTDyo+CNbKdt42S1pMdKSlIQcjIqDcwsHmDgldrU1tbK0VR4HjBYt15MYXWBcLSnBbqDrSOzzAQYC2qEMupRZAjHARATcCHZz75Ir76h79sOs4xnIdTJIyiKNTV1SmiFxzHIRwOY3l5Gfv7+6iurlaiDk7kv1cyeXQzraiSz5MWjsmBCdwgB4QQzM/PY3NzE/39/fD7/a7NrQd57mIfrNXVVczPz+PatWumnQPLlVZk9RyLoohHjx4pXakLOTduFiTrnU+ZhBqpKhUyl9PH9Zdff4BqHyt11VWn/GTmCXgYxNOcShFH3/CVctLN0j2Mvjbw38t9CWBCECx4twmRIiD5S80tTrbmKs86JxSVSa8pkCQV5J2nAFifk9idiDIhPHrzFHWvFh2igH1JU6O1EN0/gYPC5P1ECvuJFF66O41/fKMvZ0mV4+2s1NSNUhmPHo8HbW1taGtrAyEE0WgU4XAYY2NjEEVRkUutq6sraH5BEEqeulQquEkO4vG4qY1TSTiy5MDJtKJSGuhywyy/359X0FrOF3axKT6iKGJychKJRAI3b960lMteDjJklZCkUikMDw+jpaUFvb29BV8bN6MjWkRkcXERa2trjvfKcJr0/P3LU9iLp5X8/mxIxmOC43Oug75RmeR43ZoC59ZNMnaq3r1h0ejVVK3JKU62bD/na+TTlNz92CYK6HkgSbLCoUrtIqBRd1Cy92sJIhpWh6z2exFNSNEDn5dFmhPgYRilONnLMvj9//1SHjmoJFRqjYQbnmWKolBTU4Oamhr09PSA53lEIhFsbm5iampKacDW2NhoOepdyWlFbpKDaDR6qCRoi8WRJQdOoZTGnCzn6XZXYCso5rjT6TSGh4fR1NSEc+fOWX6RH9aCZFni89y5c4rsXDHzuaXIpDbYc6MeTv9IOd0E7b998a5UtMkLyOsdQIikS5oDL8uAEwoxysyajVnzTEvFw6IJQTBbitFcauPcKtHIGa/ouhKx9Jk8dqIBDhvilKxGVfScBUYHikwtkqJs0nmT6yNiKQ40RUEkBGlewMLmDr74yiP85BMXjA/hkKJS0zfKsW6WZdHS0oKWlhYQQpBIJBAKhTA5OYlUKoX6+no0NTWhvr5e14iu1PMNuLv2WCx2ZMRjgGNyYIpSeSjW1tYwNzeHK1euHMp224V68WVD+uzZs2hpabG1b7nIgZGxXqzEp9Z8btYcABJZu3//ftFRD7O5nPLAvzyxhtVIDJrGr4HR6GEYcIJe4bJRuo+JIWojbUUmCNrzFVc165S0qajR7c26N5ZS1mIZdox9klGhItbfPcXKiubC72X11YgOLYzPbcDHIqZq/PHHn/5WxZKD48hBYaAoSpFL7e7uhiAI2N3dRSgUwuzsLDwej1LYHAwGlXNc6WpFbkYOjsnBMQqGnG4Tj8c15TwPCwohB8vLy1haWirYkD5MaUXqtKhiJD6tzlcqCIKAoaGhgsiaHThZc/Cez74iqeMAyDJ6MqpEekjoyF8Wvy4rRv3B91INgpbMqRMGjUzCihhL01i3OmambsGicVbwubdh/CU4i+8MVWqRXuE6gBITA0r1X3uRBf2Ahfm5EkRysBkBlrd28eXb4/iJm+dN9z1sKLeRXSiylc3KD4ZhsuRSk8kkwuEwZmdnkUgkUFtbi6amJvA8X7FpRbmN50qJWCx2XHNQCThMD6EMOW+9ubnZVrpNOTwldoxYuS8Dx3FFa+UfhrQitezqtWvXHD33bhYkb2xsIJFI4Id/+IdL7tFwKq1oJbSPibVIpqnvQS8DmgIYRpIq5TWmYShAP6OouOeHpmkYHZnW80nR2QTB+jNsbKRLOfyC4TbWkDOPRW4g3b/2ZqIMDPFiwdAUBMvNxA5Q8ifQBSUln4dFms9Iq5rMleQEJbVIvs5//HffxP8xeK6kaywFKjVyQAg51Ea23+9X5FJFUcTe3h7C4TC2t7cRjUbR0tKCpqYmVFdXV8z5d7N4/ZgcVBCcNMSKfSHJuvjnz59HU1OT5f1kb7pTnmu785ohlUrh/v37aGtrQ09PT1Hn6DBEDvb39zE6Ooq+vj5D2VWn5isFCCGYnZ1FJBJBVVWVK6FOp5613/30y3lpLxSkBmYi0W88VuVjsZfU8fiaprQY37N+D4O4oXdax7LOkiC1em6sWOi0JcPT+HoUpvJjH6pzY2m+zPYUDYjmfSkEQSxJ3YHpvVziugO/h0VSI4IhN2EDoBADq6jye7GfSEl/EGB7L4b/+b+/iKtdtdjc3HSloZYTqNTIgSAIFWNU0zSN+vp61NfXIx6Po6urC8lkEouLi0r6jFzY7PV6y73cQ4FYLHYoU8QLxZEmB06hGM1/QggWFhawvr5ekC5+OcmBmRFbKOHRg5tedRlqY31jYwMzMzO4evVqyQzqUpMDQRAwOjoKn8+HGzdu4OWXXy7ZXGo4ce1iKQ7fGV9VDMKAz4NEWshqvqX34xpLFZYKYmXNcc6g+640iKYRK3vZaUpO6zA2DKyfPzm9yoKhrTdnnqypPfnQglSLLB0fpfPvo4Ds42FoBoKobeAn09qfp3ih4GctpSa4FBBP8fj88CoGTjUjGo1icXFR6cx7mD3ElRw5qERSI4oi/H4/6uvrceLECUUuNRQK4cGDBxBFUUlPqq2tPVTH6OZ9cixl+hqELGdqlxzwPI+xsTGwLIubN28W9NCUq9eBmVpRMY3A9FCOF758nFNTU9jb2yt5HUgpyUEymcT9+/fR1dWFrq6uksyhByfIwfufuyNJLmbug0SKR7Xfg2jqoJCSZWjNhly8mN0kLGd1BrM6o1SkB4qiIIgigj4WCR2DL3d7UxAAoBxwmLtsiJtymZyDKcWSNCRNSwbVBfJ7PXmRAKEAPVkKOmlsFp6/dC6xoICl7V18/dEa/ssP/RBOnTqFdDqNcDiseIhramoUD/FhiSpUauTgqKxbLZfa29uryKWur69jcnISgUBAuWfknk3lgNuOxmg0ekwOKgVOeaIZhgHP87bCZ7FYDCMjI+ju7i7KUCsXOdCbVxAEPHr0CISQghuBHSaIooitrS20t7fjxo0bJScopWgWBgA7OzsYGxvDxYsX0dDQ4Pj4ZiiW9BBC8Pe3Zw4M8UzRrZoYEEI06w0kFHjdTI3/Iot/IRUos5aVeqzVJVAUjaCHQcyIcJiNZ0dFKAMvSyPNm0h96k9obU1qOC1pavHZcyq1qCboQzLFIZnmYOs+Mso60klTYxjatP6iyu9FNJNa5GUZpHkBf/29afz7X+AQ8Hng9Xpx4sQJxUO8t7eHUCiE5eVlAEBTU1PZowqVHDmoxHWbqRXlyqXG43Gl0SbHcYpcal1dnav2gttkLBaL4cSJE67NV2ocaXLgFOwa6BsbG5iensaVK1dQW1vr6txOgWEYpFKprM9kz3RHRwe6u7sr8kWnRiwWw6NHjxAIBHDunDuFeU73AwCAlZUVLC4uOhrFsYtiifj/+sYY9lVSiyBSAbKgGlNfYUb/R7foH2RLxqn5+PspTiqedfDSx1JSz+finkMCH8sgxVm7drLxKRVGG6uvSF+pVZxs3iNmXv4CozoelgXHuyNVup/g4GUo6N8jdusS9I/XSiQioSLbaV4ATQEpXsR//tiX8ae/fit7JopCXV2d0kX9sEQVKtUDDxxOoRQz2EmppigKVVVVqKqqwsmTJyEIAnZ2drC9vY3p6Wn4fD4lbS0QCJT0fJSDHBxLmb7GYLVLsiiKmJqaQjQaxc2bNx15YbrZUTd3XrURGw6H8ejRo7J5pp3G1tYWJicncebMGaytrbk2r5NpRYQQTExMmMqtuuGxKpYcfPwbDw/+yCiqCDnjBX2sZm0BEQkojaZoAFDlZR3VwM+b22phMJHIDU+ckDPM7J9XN1DEWBbBqwiBz8MgrR/KgSiSPNudZWnwurJSGlEah2/bgI9FosD6lEIhFQ4XQg6chyCSA9UiAD6PB4k0hy/dHse/ufWPcLpDv3YsN6qwv7+fFVWQjb6ampqSvm8q1QNfySj0fDMMo0SbACCRSCAcDmN6ehrJZBJ1dXVobGxEQ0OD43WVbvY4AKSag2Ny8BqDnFZkBLkrcENDg6PpKVaJidOQIxZyQfXGxgb6+/vLmkPoBAghmJubQygUwuDgIERRxMrKimvzO0UOOI7DyMgI6urqDOVWZaP9MJODrz9Ywk5cHaU6kDBVw646CwDEkmlNdaMDmJwX09Nm7dxSFCV1by6yhiH/WhZ5fSkKyTRnUK+hD3NHdb6xL7Wq0DsHOsfgoKpSKi3YVjdytrbD5m5E/YfulzqfSKgJ+A5UiiDVP8RTaQBAIs1l1MAI/u2fP49/ePe/srY0ikJtbS1qa2vx2GOPKVGFpaWlkkcVKjVy4HYO/GFEIBBAZ2cnOjs7IYoidnd3EQ6HsbCwkNV3wYm0NbfJwXHNQQXBKYPILLVHzvcuRaOpcmj/A9IxcxyH0dFRMAyDwcFB117IpTJmBUHAgwcP4PF40N/fD5qmkU6nXT2/TlzPWCyG4eFhnDp1yjTH0S0FqGJqKd733B3EUpmcbIMx0ryO193oVjEUGbKrnqM5iLnhqtKWz+1/kDVTAX0Q9LomswwFjlh7hqgCjVdeJLafVSNCodkPgaJBQbTmW7dgxYu2ul1Lz07A60E8pdNFnaLgZWhj4loUu5BMfiklzcIYGnOpiQGAvGORt360sIHnX3mE/7OAzsluRhWOIwdHAzRNo6GhQclESKVSjqatuU0OjtOKXoPQIweEEEW1p9CuwFbmNotalALpdBobGxs4c+YMuru7XZtXllB1+qFOJBK4f/9+XoG422lbxRYkb29vY2JiwnI9SzEyvHZQaC3Fl+7OYn5rD9l+z/wf/oCHMeiEWyA7KLFSkXqerHVoRHMIIVb7E2t+mjuerVVTQMDLmKopOUYytRZHCIjOufZbWJslFHg9ragAFQfz1KJClI2MQFM0xNx6Dgp41ydewE8OnivKEWQlqiCThUKMvkqNHBwTGmP4fD60t7ejvb1dk2A2NDSgqakJtbW1ls6lWSG104jH48d9Dl5r0DLQBUHA2NgYKIrCzZs3S2Z8sSzreuRge3sbU1NTqK2tdZUYAAfGupPnU66XuHTpEurr6/Pmc/P8FmpEy+ldm5ubGBgYgM/nszyfG5GDQuf5w8/dkfTXKSpjQ1OgqXwPM69TyavnRZTy/KV+ACSjfMTQVPa4LigVaUEu5lXPTVt0Llf5PYjlNHvTjB7YKvylkEhzAMx/SPPOdUFpa/ZUkjSJQbHEzYakaaKENSuZxaCwugPrqUW58LA0Ulz+8e/Gk/iDZ7+B//sX/nEB69GGXlRhZGQEgP2ownHk4Ogjl2ByHIdIJILV1VVMTEwgGAwq943eb6EbTjE1jiMHFQQn8/7Vyj3xeBzDw8Po6uoqufFM0zQ4Tiek7TAIIZifn8fW1hauXLmC+fl5V+ZVw+mC3cXFRayvr+vWS7jdeK2Q4xNFEQ8fSgW7AwMDtrwhbpGfQiIin/7BBFYjMYCi4KEPcvJFDYM8LQjaefFEltWU9g14pX4CUopKthEhZgiDTBZM4VDkQEtliaJpHHRPBrwMjZRBca8MzsI2AOD1MEhbkUZSUp60SVnOxsg9b3rPj5EBV5BqkShmTU3TtFJUmzN4sQUCOcM51S250AUAsJgedrCP+XpSnKCZqkTTFP7qpbt4+0+9HrVBaw4Ie0vLN/pk7/D+/r6lqEIlRg7KkRrsBA5LnYTH40FraytaW1tBCEEsFkM4HMbDhw/B87wSVairq1PujeO0ouJwpMmBU1CnFckqN5cvX1Yk3koJlmURj8dLPg/P83jw4AF8Ph8GBgaQTqfLVgjtxItUNqgJIRgYGNB9SbjtgbI7XyqVwvDwMNra2nDy5Enb+5eqr0IuCiFZf/LF+4oRyQmyJ91I1jEbUnRABEBL54WikORUdQlaxj1FKd8TUQQhkpJMIQW5euvKhahrKB943ZMcb2kNKU7QHIuisslGNJG2RGz8XgbJTOTG72URd0vJp8jHLuBlCu6KXRaYGuxm977zzzDLMBDEg3NIU5LCVMDnwW995Iv4i3/7TxyfMxcej8d2VKESIweV3B35sK2boihUV1ejurpakUuNRCLY2trC1NQU/H4/GhsbXScH6XTackS/EnBMDixATiuamprC7u4uBgcHbTVEKwZu5MTLDdt6enrQ0dEB4PB2ZraCZDKJ4eFhnDhxoiCD+rBgb28Po6OjOHfuHJqbmwsaoxR9FYqdhxCCT35rDOs7EukNelnEMqkbQQ+LeF5tQY4xQAhoKiN1qjL2C1i1yuDQIAlmw1owUkw96DnpReVEPGXcqEtXulQztcgsOmPXG579p22+WwRB9nvZvO7GzkOPANi/N6xSidxUPTmIEEul8fX7M5hfj6D3RIPt+QuFVlQhHA4rUYXq6mo0NTWB47hD063ZKg6jkW0FbuftFwKGYdDc3Kz8RsbjcYTDYayvr4PneSQSCUUutZRkoVLtDD0caXLg5MVaX19HR0cH+vv7Xb0JSm2k60VCykkOijFmZeWo8+fPK9rKlYj19XXMzs7i2rVrRcmjHbbIASEEgiDgg18ZkYx8hpKUijKe1aRGcafcx0CuI6AoqXZAmtNwUYbryCrgzZACIgqSQg5FgZjo+FjyYKqUivTWqKU2VMh8FEWDoewVryZTvOQyzqzFS9P66Ui6HXvtR42yiJHVfVV8o6A6gLwoknndgd/DZuoxyghDa1/nSwvn1eg+8XkZ/Pu/eB6fe9fbrK7ScXg8HrS1taGtrS0rqrC2tgaKopBKpVzpq+AEKpUcuJ237wSCwSCCwSBEUQTLsvD7/QiHw5ibmwPLsooCUlVVlWP3DVHSVY8OjjQ5cAK7u7t49OgRgsEgzp496/r8pTLSCSGYnZ1FOBzWjIS4nYsvo5i0ouXlZSwtLZVMOcoNEEIwPT2Nvb09DA4OFu0hczNyYAZCCERRxJ+9MIpQVKrhYWka6cz6GJqCZn8sCpIBTbLnKS69QNuzTWXIlCQ3aho60BzDzjb2njPz+fweBtEUbz0akbOZx6NPDlK8dkqT5rBWtlNvYra92pAnJmn4DtUA0LSc7uVQ3YHt1KKDg6wO+BDNkSTV3886clWLZOdMIsVhdG4d33+4gB++2FPQ2E5CHVWgaRosy4Jl2byoQmNjo2tRfTuoZHJQiesGpKhHIBBQeicAUppuKBTC/Pw8YrEYamtr0dTUhIaGBkeiUYedpNrBMTkwgGxsXrx4EYuLi2VZQynIAc/zGB0dRTAYVPT+c1Gum7yQtCJRFDExMYFUKmXYKfiwQ31dnGqkVy6Slws5YiCKIj72zUw3ZApZaSoBH4tojhLPgeqQVvqQvrFsShwMio3lYmYiiABN64/jmJgRBcBC9MDCfLEULxnRBd47khKSVuEx8j7L3UB9ztVdeA12src4l19JosPyoWYI+g6akzE0neXZjybTtsayrFrEMFmF8AEvi5hqrmc+8QK+9ke/YmvuUoMQohSoylGFaDSKUCiEBw8egBBiW/ay1KhUI7sS0or0oFVz4PP50NHRgY6ODoiiqESjlpaWABTej8Pt+gY3UJlWlEUU+lIQBAGPHj2CKIq4efMmBEEoS4oN4Dw5iEajGBkZwWOPPYb29nbHxnUKdtOK5M7UTU1NOH/+/KH4ISgEch+GkydPorOz07Fxy9VETw1CiCIF/JGXxrATT2sa58mcAlOGpjJ50QXUFRSrNESIoihEoEMQrAxvKbggbWQeCbEwmCwJawWaBdtAwOPJS9sRRZ0GdMq0ByRUIgbm95ySWmQHTtvrNiRNSw25GJyiKAiitVQzIwR8HiR0mrfJ1zItCFnzxJJpNFQFEIklQEAwtxHB//7Gffz8j14rai1OItfQpigKNTU1qKmpQW9vr1KrsLKygvHx8UMRVahUclCJaUUyzAx2mqZRV1enpFNr1bjIZMHsvjlqSkXAEScHhSCRSGB4eBjt7e1ZxazlaEQGOEsONjY2MDMzgytXrhzaZh120orkgl0nOlOXUwEjEong4cOHmn0YikU5IwdyGpHasPzI18cgWXj5hi4vHhirDHXguS3suhTn1qcpSvLlU7SST5rf1dhm6ozRZo4WJ1OOybDanRaQSJ1YCl+KHUNelcIjX8uipnboOaJoCsQkIlHl90pqU/l7ww47UhM8lqFB05SmFG52lIdCJJZUfUbwp5/7Lt76pscPjePF7F2dW6ugjiqIoqgYfG5GFSqZHFTiugH7UQ+t+yYcDiv3TUNDAxobG7PkUmVEo9GKTWXWQ2Ve9RJhe3sbd+/exblz59DT03MQIi+j99UJckAIwdTUFJaXlzE4OHhoiQFgPa1obW0NDx48wLVr14omBuW4vrKhsby8jImJCfT39ztODIDy3bu5xICiKPzlS2PYS3AAkWQU1Qh4GMWYJUSESCQzKOg18l8YpbmYrdB4A3VKjFr6VIbV4mtbMDVAC6sj0If2XIU3/ZIazaXtOFIoCrRpbUfWFLZhnt7kEDL3CcsYRFhMD4DS9fYXloWVcW4JokIMAjnPlNbZUZ+y7b04PviF79ubvISwY7DKUYXe3l7cuHEDjz/+OKqqqrC6uorbt29jbGwMa2trSKftpW2Vcs2HCZWcVlRM1EO+b3p6enDjxg1cu3YNtbW12NzcxJ07dzAyMoIXXngBk5OTAKxHDr7yla/g3Llz6Ovrw3vf+96877/97W/jxo0bYFkWn/nMZ7K++8QnPoEzZ87gzJkz+MQnPlHQcdnBkY4cWPUKqItztbrPltNjUqzaDMdxGBkZQW1tbUF57G571M2MWZno7O/v4+bNm47UF8jRCrfCpxRFQRAETE1NIZ1OY3BwsGRzu6VWpIYWMSCE4MMvPVC24XO8p4k0B2S0+oGDpmHxFK95/5nfl9aVijS3yTHj5GOQCpVp5Mmr6o1i6dk5qKnQUy4qhGiYRg/0gisUUOVlbfcROEiHsbcPpSymTHA4tYjXrKqXYKUOw47alHo/o3Oovg+1yV/2/izLgFMph330K3fw6z/5Q/Cw5U8xKeY3qVxRhUolB0c5rcgOWJZFS0sLWlpaQAhBIpHA7du38f73vx+hUAiXLl1CKpVCIpFAIBDQXc9v/MZv4MUXX0RXVxcGBwdx69YtXLx4Udnm5MmT+PjHP473v//9WfuGw2H83u/9Hu7cuQOKotDf349bt26hoaHBkePTQuXdrQ6D4zjcu3cPPM+jv7//SDWx2N/fx9DQELq6unDmzBnbL7tyeJ2NIiUcx+Hu3bugKEph106gHMd57949eL1eXL16teTay24em7rwWCYGAPCXXz+oNWA0PMUEUAxj6wa1/hqMkN+v2Nr+siFLRNGaGo5lG+/geOU0Jq3BrCpCgaKspRQZbMJZ6a6sNb/N7f0exiahsBNlKIdT53Ck3siQbgXzNeVuoiYGLEMjkebwb//8eaeXVxCcaiimFVWorq4uSVTBrGbnsKJSSQ1QuiJhiqIQDAbxy7/8y3jhhRfwrW99C9evX8fa2hre8IY34Cd+4ifwp3/6pxgfH896l9++fRt9fX04deoUvF4v3vrWt+K5557LGru3txdXr17NO+df/epX8Za3vEXp1/CWt7wFX/nKVxw/NjWOdOQAMM4V3d/fx+joKE6dOoUTJ064vLLSYm1tDXNzc7h69WrBhTKyoe6m50DPUJcLqUtxrdwkB9FoFNFoFBcvXnS08FgPbkcO5Noc9cuNEIKPfO0BPAwNThDh1/VKZxMDIw9hlc+DeFov/czYkJb7JujDYH/ZI2/WvyAzjtlG+seYs6/lEgrVhkXYIpKcqdVCaTUKyYu3t1A7Ndc2RoXZqFbqDliGBk0R7WZxBwPZlDS1s6+NsUzg97BIcrzSLO3lR4v4wcN5vO5ib0HjOYVSGdqyAlJra6vjUYVK7ZBcyWlFbq29uroaFy5cQDQaxR//8R9jcXERX/3qV/HOd74T09PTeN3rXodf/dVfxcrKCrq7u5X9urq68Morr1iaQ2vflZUVx49FjSNPDvSwurqK+fl5W8ZzJbRtF0URU1NTiMViRafdFNNzwMk5Nzc3MTU1hatXr5akXsKNLtQAlPbutbW1BXc8tgu3IgeCICAYDOLu3btKt0q5ycxfvvQAu4m0kqiTSwzUjceyv9BPi4mlOGR1M7a4nyWY7C83XyNE1F+D9cmQLxtKWeyzYAKKBvSKnC3WTJT8fScvw8Y187AM0hrN8g4DeFEsjrnI56AgQp9LBCidz7WRq26UUp3joM+L3VgSv/nhL+I7H/jXYJjyGYxueLO1FJAikQhWV1cxPj6OqqoqNDU1WVKyASrXyJYbiVUq3DrnsVhMsU1OnjyJX/mVX8Gv/MqvgOM4vPLKK4ey94YZKveqFwhRFDE+Po50Om3LeHY7Lz0XVn6oZVnPxsZGXL9+vegfdreMZr05zRq1OTlnKb3rhBDMz89je3sbAwMDiifKDZSaHKjrCy5fvox0Oo1QKISZmRnE43HU19fjwy89QNDLIpri4ffQSHIH6/F7aCRShXgC9benaZPEISfUQJXiaaPn0oK7Xzfv367H3vqU6jmMv5Y95XYGta8SZUcJyOthkOZK8E6y7ZHXHShji5e/t4hdJNN81mkghICmAJEA8VQaDE1jey+B//Kxr+CPfvmpsq2zHE66YqMKlRo5qOS0IjcRj8dRVVWV97nH48HrX/96AFKmitxPAZDESKxmD3R2duKb3/xm1r5vetObilqzGY78VVc/qMlkEkNDkEvZ/wABAABJREFUQwgGg3j88cdtMWKGYcomZ2ol7WVvbw9DQ0Po7e3F6dOnHXl5lqo7sxHkY+V5Hvfv30c6nUZ/f39JmXcpSZAgCBgdHUU8HleOw800plISH5kYCIKg1BfITWYef/xxPPHEE/jK5B7iSU7q2otss5GhgURasJ3+YmYcmB+viVKRyaWRx5fWQAzmK7x2Qh7bbLv8HXO2MyQuZmNR9gMwKsPSdFOi5eXWB00Baa6U72BpDQGvfqdUx4xSrXGsjm1pu8LWSXJaT3s9B7+RgihCEAk+//2HmFreKmh8J1Du/P3cWoVr165l1So8ePAgr1ahUo3so9jcqxSIRqOa5ECNwcFBTE1NYW5uDul0Gs8++yxu3bplafwnn3wSL7zwAiKRCCKRCF544QU8+eSTTixdF6+ZyEEoFML4+DguXLigtNK2g3IYyrlz6z2kq6urWFhYwLVr10xvULvzliOtKJVKYWhoyPGGYHoolbGeTCazemaUej4tlGouufBY9ohp/VhTFIW/eXkOLMsgnakPkMiArPyjTnvIH99gds19Dr7VF4y05HW0VMBJKf8lRAQh2efAGe+mOnpgJ+c/a6H6qUUWQArIkbETCcg6RyapRVLfi9IbhVQuwcr9HlaoVeG5/plFFJFaVMR6cjbLj9IQiITC//9Dz+Grf/DLBayveBw2LzzLsllRhVgslhVVaGhoAM/zqK2tLfdSbaNSSY3biMVi6OrqMtyGZVl88IMfxJNPPglBEPD000/j0qVLeOaZZzAwMIBbt25haGgIP/3TP41IJILnn38e73rXuzA2NobGxkb8zu/8DgYHBwEAzzzzTEF2rB0ceXJACMHc3Bw2NzfR398Pv99f0DiHgRzkQhRFTExMIJVKYXBw0PHcwHKkFe3t7WF7exuDg4NK58JSoxQG9O7uLh48eIDz58+jqamp5PPpoRRpRWpioFYkysWHv/YAhBClcNjvYZDkMvsBmcZURCdv38C4NrARTY1yEwPUklGbMwZF0ZkGZkzONuZDGW10QDyseax1164la2rZzi7UyC1dapFlZMZjaNqaIlLmPMVNJFwt1TwUyQ0cGMCRWUVCUOX3IJbksj6b39jBh7/0Cn71qSdcX+NhNlgpikJ1dTWqq6vR09MDnucRDoexsLCA7e1thEIhpVtzJSgjHuZzbQS35but9jl46qmn8NRT2Sl57373u5V/Dw4OYnl5WXPfp59+Gk8//XRxC7WBI08OJiYmIAgCBgcHi7rJWZY9VF2SU6kUhoeH0dLSgvPnz5ckzOomISKEYGFhAWtra2hoaHCNGADOG+tra2uYn5/H9evXNbsmuqkg5PRcaplSo+eJEIKPfeMBEirPI8cLB2tRCi+hbUcWWFRMmVm9Fsa10r8gr4iYpkFEARTNZMYwX6u16yKba0WknGh5oa0OB+smqpqYycTG6FzSmcJu64tSnwernnAKgsPPmj4xoHL+bTKv+rrYvNer/D7Ekqmsz7weFmlegIfR7oRsGTn3SyKPLBGIIoX//rnv4Z/+yBXUV7nbGbYShEFkyFGFaDSKmpoaBAIBhEIhjI2NKVEFuVbhMBrhlZpW5DapicfjBatCHlYceXJQiL6/Fg5T5GBnZwdjY2M4d+5cSVVv3PJwC4KAsbEx0DSNxx9/HI8ePSr5nGo4dZxyg7ZoNGoYyXGz94BTc2k1NjPCX770APGUkCXpyIuSBCilfmkX8miaeP6Let6JKKn8FALFIKYtr8NsG1m5yJrxaEAi1B/bNJZLZYYxNJXfMKxYpSkVqgNeRJM63YaLQEmiHBqoDvoQjac0v4ul8rX30xwPUBQ4nSZsPo8HKc7++RAJAUtTWY0LRULAsgx+9U8/h7975z+3PWYxKHfNQSGQxUxyowqRSATr6+uYmJhAVVWVUth8WKIKlRo5cJvUxGIxR1O6DwOOPDlgWdYRo/6wkIPl5WUsLS3peqVLNW+pkEwmcf/+fXR0dODkyZNIp9Ou1zk4QQ54nsfIyAiqq6tNlaIqrebALjEghOCT336UZeTRAARkEwPJwDLKkdYeuyjYDwpojKG9gdJF2eoabRjClsiG4enMkTW1alzJayzIaDfenuOzjTynje7CiIGD6TxFKiBFE3bWT5netymdYu7cI5b+zv7U62HBp7LXE02k8WB+A1+7N4U3Xz9jY63F4bDVHFiBlpGd23VXrlV4+PAhBEE4FFGFY3JgDdFo9Dhy8FpFuckBx3EYGxuDIAi4efOmKzd+qY85Eong4cOHWUXi5ehWXOyc8Xgcw8PD6OnpQUdHR8nns4NiDS6r9QVqfOwbD7G5m4CoslYEHe+3nuyfHigQY8++6fpMiI3pFiajy55+x+FEMa48RgFyo3RuCpDR+Jl9DFKL7Co8+VgGKS53HxuGvFVD3dFCYPP11Vb5sacTHTCfUlory9CZRmVWrqnGmvTSzlQfxVO5REW61mlewH/52FfxY4/3gS62L4cNVGLkwMjI1qpVOAxRheO0ImuIx+Ml6cFUThx5cuDUS6ScNQeEEExOTqK7uxs9PT2uvRgZhnGkdbwWlpaWsLKyghs3biAQCGTNWS751EIgq2BdvnzZcp2E2zUHhR5bIcRAFEV85KVRqa9BphDZQ1NIixrPop432sBLTlH65pbZObWmVGT8tWW1I2LVWLMCytrcpryILtiTLYpq+VYd2OQcdt5jlgqKHYJWPn8unIpymBIDC2TF5/WAT+a8p22QHK3j0KI1VX4vYpl5pIZpPAgBdmNJvPNjX8Ef/tJPWJrvtQi7qVCHJapwHDmwhuO0otcwZIlNtyF3Zezo6EBvb6+rc5dCrUgURTx69EgpEs99gMvhEaJpGlwBubiLi4tYW1uzrYLlds1BIUaMXHgM2Osy+ecvjGJ7LwmGzVxXQqTiSM1CWb1R9K1M0bAkoDilIpNFma4tdxtzImE+lrqnglHtgaVrXESaS+HGcCGqRfnHyQuC7bHsgqYoiIQoBrBVUDBquldsmpL5/rFEyrE6DTWCPi/iqtqGRPrgHZlIcfCyUgE0LxB8/uVH+NWf/CE8dqLB8XUcBRRjZBtFFSYnJxEIBJRuzU5HFY7JgTVYVSuqJByTA4tw26NNCMHS0hLW1tbQ09NTlhbmTh+zWmGpt7f30ISG7RI/ucs2z/MYGBiw/RI6zE3Q7NYXqJHmeHzsmw/h87BICdLxVftZ7Cc4nXF0xs6xmZUuvZn/5tUqHLR0BaGk3GtNeVQLMqbmef0WCIYiPUpMxrRWZKzsT5kQDivXyg5BsFkToT2duWqRxl4WP5M+l7r4Fu/FZ2gKokBskyijzSUPuwHZKLIuwUqtgeY+FghLPJ3tMBFFgiqfB7FMilGa5yFPnuYE/Ie/eB6fe9fb7C7mNQEn6yS0ogrhcDgrqtDY2Ii6urqi56zE+g7AfXLA83xJG7WWA0eeHDiZVuQWORAEAQ8fPgRFURgYGMDGxkZZohZOGrGy7n+pFZYKgZ3jTKfTGB4eRnNzc8EE57D2OSiGGADAez//KnZiKQR8HkCQ6gOiSe1UPDMjVyEE0geSAhCkz/L2y/xNREH5Tsr7l0gEZfXHzUGlnMzCMupH2jn3ls6vigcZRw8s5vQY5WWZ7WoyT3EkKAfqa2FiPFsmBiaGOCcU9kyKBtMn0lZSUc2MdYPvjU5tkcTDyzJKEzT52orys6g8nwf3w+j8Bj7/vTH81D+6VPCcRxWl8sCrowonT55UogobGxuYmpoqaVThMMPtiMdhcXQ6iSNPDpwCwzCu1BwkEgkMDw+jo6MD3d3doCiqbMXQTs0rd3B2Q2GpEFAUZek49/f3MTo6ijNnzqClpaXg+dxsLmeViBRSX6DGXjyFzw/NABSlGESyHerzMEjnyCtSOoY4EUXFMMz3/luXKVV3FSaixZQUR3og5O2gQwSsGfN5u+mMR1MULJm2dozF3POhzK25MaySALNIlltSocYw965bX6fJWKbcwMDILzryoI9cNSngoMeD/HwRQuD1MJkeJsAzf/Ui3nyjD9WB144hagVuGau5UYV4PK7UKvA8r9QqOBFVOMxwM3IgK9QdNYJwTA4swg0DXS5uvXjxIhoaDnI3y9GpGCj+mAkhmJiYQCKRKEkHZ6fAMIypAb25uYnp6WlcvXq16NxCmqZdK263YsAUSwwA4A/+fgj7iTQCXjbT+IxAJBQoCkhpGBm5piQhRPKyE+h7+k2Ndz2PtuTpJBQAUdQd33o1gTHU36vlTbNkO03G0B1bJ3pALBvnme0KjJIUUCaimVpE2TqLVlZVLjJRRCpXWY0JK9GKfIgiQU3Ai/2ElCpFUVLDNR/LwuNhEE2k8G8+9AV87Dd/zvklVzDKkbtPURSqqqpQVVWVFVXY3Nw88lGFSlVZOkw4nNaag3CKzZWSHMjdgTc2NjSLW91MaVKjmPQXjuMwPDyM+vp6XLt2zfZ1cJOJG+XlE0IwNzeHUCiEgYEBR/IK3SxINruGhBCFqBT64xVNpvGV4QUpasDx8DA05MbIoki0jXE5/UcmBZAjBYUrK5k3FKMBChBFARRFa6Qnmc9RyDq0DHqr97emDa8RPTBsGZE1IIrzNpvVPejvaH8ux9O8YP3YLW7H0ECB2UjFQ1WLordWhqEhWF6gtXMtEwM1UryAJMej2u/Bd8cW8PEXX8W/eku/xXmPPg5DYe9rKaogCAI8Ho8rc3Ec59pcbuLIkwOnUCopU0EQ8ODBA3g8HgwODmo+lOXQ/gcKJ0Ry+s3p06fR1tZme3+qYAOkMOhFZtTXpr+/37EX5mHoc1BsfYEa7/vCq4ileIACgl4P4inj50S+tkSOFKjShwxtXKM1mhmSqu8pmpHOSV4UwTxuUPB5KuCeNizytdw1WXdBRRjfNjVL5b1sHH8lpBZ5WRppnhhuY30qEzKS873XwyjdxxmagqDTFVnQKYigaUqRpwWAqoAPMblpnIXz7veySObUU1AUhViKQ7Xfhz/7h5fx5mt96GqxJu9sFeW/JwrHYUo70Yoq7OzsZEUVGhsby2J3OAFBEFwjOEdRxhQ4JgeWUYrIgdw8q7u7G11dXYZzl6PHQiHHvLGxgZmZmaLSb+Q0H7cebi1jXe7c3NnZie7u7pLPVypozeUkMUimOHzulRkAQNDDIJbMUSbSGpuIGfsjZ24D97epUWDT0KUoCqAoJYqgfGa0jyWlIu1tZDJEFCUjO7UTml+oSJadY8+cYzNj1GDM3JQgKwab2thnKMqwiFc902GGZJxbXGPu+bb5zHlYBpyqw7FMDAB9AmAEiRjI5IdSiIHVBC0+JxpxEKGgEE2mAcqLX/6Tz+LLv/9/OWoUV2pu92EnNSzLorm5Gc3NzUpUYXt7G8lkEkNDQxUXVRBF0bW0omg0ekwOKhFOvUicNui2t7cxMTFhqXmWlZz4UsDOvIQQTE9PY29vD4ODg0WF2WRPvls1CrnXdmdnB2NjY1mdm0s5XymR64F1khgAwB994dVMjQEQS3HZUQCSn1JECJHMKQ2pUQKiUYScOQ4Ul2KiRzvkKAJFDBsoGI5hFRRFg4iiDT+zsTLQQRKWnZVROv+2AY0oiLX7SNpGIMRCzUEGlo0qG3UHDqcWWZwUxRQ4cyoy4PWwSmGwaucCi5bza4GsHDcviFLEIkNMctcdTaQRYuL4nU+8iP/6r37ccCw7qFRyUEmQowperxfhcBhXr17NqlXw+/1KrYKd/j5uws2ag6PY4wB4DZADp+DUCyk3h91KIVC51Iqs5sbzPI+RkRFUVVXhxo0bRZ8rt8mQ2liXlZVyOzc7PV85OiQ7UXisRjiawKd/MKX6xHg8Iq9DzzQ0sHHNuwObHIvB9xRFZVQZzQmCOUwM9YzhZVfGVAuC3XtIQ31IT2rVLBKTb1Jau5fs3PeVkFoE2F+nl2WQ1qgDMB2BogEiIs3xztZiWBhLTQRkeFgGQia1SNSIXkSiSXxpaAI/84bLuH66w5GlHobc/UJQiYRGPtcMw+RFFcLhMMbHx8Fx3KGMKrhJDuLx+HHkoFJxOH5kJCN6dHQUfr/fVg57uQqSrbzQYrEYhoeH0dvbi44OZ34A3FZnkuebmJhAPB4vubKS2wXJslpOsYXHufidZ7+PFC/Cy1BI8QfpOQrUGUMlPF4rakzmY0AykgzUjJwwyJRaCwdSZtR1G9aGKzb2UdywSi3RIU8Xsg6bx5EhhmleKPxectTIzKSXWYi4CCIBy9LgVRGM3JoDLcRTHP7dnz2Pr//Rr4Bhin/vHEcO3INW3r66VqG7uxuCIBzKqIKbNQfHaUXHKArFGNFuGpN2sLW1hcnJSVy5cgW1tbWOjet2AbYoitjf30dDQ0NBykp2UY7j43nekWiBjAeL2/jB5AYAgBPyrcOsfHjVDzop1Pg2XLaZwaCfrqQeX65D0FqjdeeCtfQaSdrTiR8vCqAskg1NI77AwmSqwP1KSgxspBZZHtK51KIqvxdEJHmdh23B6JzbSi2iTJ63/LHUxECGVmGyegheEBFNpvGfPvplfOBXf1J/Pouo1MhBJcJK3n5uVCGRSCiS7HJUobGxEfX19a5eN7drDo7Tio5RkOdC1si/fPlyQUb0YfOUEEIwPz+Pra0tDA4OOt423M20Ipm0eTwenDlzxpU53SIHcsTA6/ViaGhIeYnX1tYWfU8983c/wH6SQ7WfxX5C29gh0iJyCpT112oMg/WaKhUZ7w5kP2MUTStqQAefmz/39t4NzihyScpFKNzmdjSv3grkjgwFFvI6BVvjOkM6Ykkuc68WsS6aLvp8SKS9qCEOlmNw/zI0DV4QsRtL4YW7U/jWyBx+5OpjRc1XiZGDw5C1UAjsEjGKohAMBhEMBrOiCltbW5iennY1qnBcc1A8XhPkwKm0Ijn332rKCSEEMzMz2NnZcUwjv9xQy3sODAyUxBvgVlqR7OG4cuUKHjx4UPL5ZLhRc6AuPL527Rp4nkcoFMLS0hL29/dRV1eHlpYWNDY22n6Jfv72NGbWdwEA0aTcDVkjcmDFY3+wh+62xRoEBMTQHtNKdVEThMxG5l5yG550s/Qi630QiA0vvm5Zdu6g1o7DTv1EASBla2xmBTn3i9XfGItpPMbzFndelBQ6B8aMpzhJSSm3QBpS1IBl6EzxMo3/+JdfxLff96sI+Ar/HazEyEElEhqgeAPbLKpQX1+PpqamkkQV3K45OCYHr3HYIQccx2F0dBRVVVXo7++vyJeDDPnllkgkMDw8jK6uLkPp1WJRas86IQSLi4tYX1+3XBTuJEqdJqZVeOzxeHDixAmcOHECoihid3cX29vbmJmZgc/nQ0tLC5qbm009OoQQfOB5qa+B38sixeUbBbIiUa6xTwykSg29+0UXChdm1EsEQQBFW/uRYWhzic5sA9IoemC1PkAmB1bCB0bpKMX2TXAeNEVBtE2iS5Ba5CRKvTyDyEPAJynIJdIWHS8aY8nGvhpaxECGvG00kQbDUPilP/ks/uYdP29tfg1UoqFdiYQGcHbdelGF7e3trKhCY2OjY0Igbt0n0WgUzc3NrszlJo7JgQ1YVQ2KRqMYGRnBqVOncOLECRdWVjrIhvru7i4ePXqEixcvoqGhoaRzljKtSBRFPHz4EIQQ3aZzpUYpyY+VwmOaptHQ0ICGhgacOXMG8XgcW1tbGBsbgyAIaGpq0k0/et8XXkU4mgJFUUhxQp63VPrxho6v3k4kwQ5Mc4aMvzfS9KcZy8XUgmBQT5G1HEr5r24zM9u1wxaO0TLsTm5xe1UdCtHXrFKgEINypxbJalaKVV9io0NvXZn7xMOy4Aroe5NI80Be1ECCVSKWSwyUpUF1dnSW7/ewuD25gg989tv4zZ95o/WFq1CJhnYlrhko7brVUQUASrfmiYmJkkcVnEYsFkNvb2+5l+E4XhPkwCkGaYUcrK+vY3Z2FleuXEFNTY0j8wIH3ma3HxSaprGwsICtrS309/e7okBQqrSidDqN+/fvo7W1FT09PWXzQJWKHAiCUFD/gmAwiJ6eHvT09IDjON30o1iKx6e+M44UL2bn6MvFxhmLgIj5/Q2kL6BvVxVYjGzmSXQifUuKIDjUhFBDTrQob6h8Tq2kFhnOodq/RKJGB8ugSus9Lzm0T5CV1KJCAwc+VZSO0zHQzUHpXle9iJfP40GKy64p8ns9SOYUVat3l26j/HMRS3II+j348Jfv4ObZbrzhiv36g+PIgXtwMzUnN6qws7OTFVVobGxEU1NTyeTFi8FxWtExwLKsbqdiQgimpqawv79fdBMwLcjExO2K/3g8jr29PQwMDLj2oiiF8by/v4+RkRGcPXsWLS0tjo5tF04fn5ONzYzSj/7k28tIpIUcG1MylGRDoJD6HrMffEMPs1nKkUYjNo0JTNcH0MZKS0BBaTn6tQfWLHSKVhtmho0ibKvTWIf947YSOSgcJc/dKWhu5fQXcK610vf0l6A3vor8WZ1X4/cuxXGmh6D3DkimeIgg+Pcf/iJe/MNfQkO1PWOvEg3tSlwzUL51MwyjFC4DB1GFyclJpNPpQxdViMVix1Kmr3XoRQ7S6TRGRkZQV1fnSBMwo7mdJh16SCaTiopPX1+fa8QAcL7p28bGBmZmZnDt2rVD8RA7WZDsdMdjNdTpR2KwCcMrExBzDPkDMnCQMqS7Br3PDQxXU0+hI15u80JeWeFFT4K0mOtJUbTGuNYOKquMg6JtFUVrrMTO1DnWob0LQYEyJAh5xciHIrXIyvwOrTFrPr0icjtz6UcN7IIQIOj3Ip5M532nVZNAUVLDtDQnQCQENUEfdmNJvO19f4fnf+8Xbc59HDlwC4dl3UZRBZ/PpxAJOargtjrUsVpRBaOUaUX7+/sYHR1FX18fWltbHZnH6tylws7ODsbGxnD+/Hmsrq66/rDRNA2OK0ILPAO1WlQpojmFwin1LKc7Hhvh3378m3kdUpVjUHnn9X68C/5RL7IY2cxktbSujMEtp8MQLVlTy8enrxikrMWOUpHl8S3AcmFzzj7SYmzOhQpMLbIQySlJapHGNbVNlqzcFzor05grzWVHFPxeD1iGRjSZziOnhBBwgogqvxexZBr78RQoCphdD+OdH38Bv/+vftzyURwWg9UOZMdNpcGOMqNb0IoqhMNhTE5OIpVKoaGhAXV1da6e72NycIy8TsVra2uYm5vD1atXS35zuEUOVlZWsLi4iOvXryMYDGJ9fd317sxOpN3wPI8HDx4o3ajNXhblqukoFGpiUOo1f/blScys72WMYtVcGUMyK9VGz3Nt5NEurNwgs0GRPwJ2Pe0ZA1qq6yxkbp3CZ1V6ka2Um7w1WKg9KAnsF0SXtlNyqdiHQwUZdoz7Qq6levzc/W2eGi3CwwsiqgJepXdDkuMBPX9OJuoWS3EARSHgZUEBiKc5fPnOBH7ofDf+zx+6YGktlRg5IIS4Gnl3Cm42EisUclShq6tLiSpsbW0p/YtyowqlQCwWc7S+9LDgmBzYAMMw4HkeoihicnISiUQCN2/edIVdl5ociKKIiYkJpFIpDA4OKsfkZsRCRrFzJhIJ3L9/H93d3ZYlV2VCUgnkQF14XOr1rmzv4Xee/QG0jCJCAJrJmb+g322DgmKDb61EX6xGBYy3yV6EnAaUvZ+50Whu2MgdpU2H0p+TooBcBSS7Xv2CyYXJwou16QwM6qKicZREU0z3t5ivT9MUxJwoW2H2rEOpQDnXM+D1IJHSteSRe5B650WpgzA4OK00o0Sah8/DwO9hsRdP4fc+9XVc7m3DYycaTQ+lEr3wgiBU3JqByovSyFGFYDAIjuPQ19en1CqkUqmsWgUnSc9x5KCC4WRaUSwWw6uvvorGxkacO3fOtYe+lEZ6Op1WWPb58+ezjqkc5KCYyEEkEsHDhw9tS6661bW4GJSyvkAL92bX8S//+5eQFqV5suYTBdCaL1h79QamBrPhMVpQKnLiHGmMQVHZBcpWvOC0STs2ShWVsATdDCWN6IHV81BwTXIBNQEOOveLTdNzMnUylxgUDImxGETc6Ez0zmiM/H0Tafspm9VBH6LxlHphmeZmVF66oRq8ICLgZSUZVRVSnAAvy4CiKOzEEvjF938GL733l+BhjY02NyKlTqMS1wzAdQEUpyCrLAUCAaUnkxxVCIfDmJ2dhdfrdSyqcFyQfAyk02ksLS3hypUrrivelMpIN1PxKYfRXOicy8vLWF5exo0bN2w/8IedHLhNDL7wyiT+0ye/Dp72HRhwSnq5qP4za4169QZ6oEAOvOXI8ZoTABTJ2JwqgqLOczcsVrZADkwDC0aGnqpOwMLlEC0FKSgAFvP+KR12IHvClUHtkqRCU5OcuSed64zsbGqR1eiE5boDK4SqmOdciyRmLcD6UPFMpIFhGAjiwf0pPe/GA+USAxlpXkB1wItUmsdqeA+/9CefxUf/3U8rXl0tw7TSvNlAZa4ZqIy0Ii1oSbDm1irI3ZqdiCqIonjoajOcwNE7ohJhZWUFS0tLaGlpKYsUZinIgdyT4fHHH9cNi1VCWlFuSlQhL7TDTA7cLDwmhOBPv3AbH/ziHYD1gpLlcDJzKkaPnbqCHDlRiQxICkfSd0zG1sg2sgkR8pSBpH1F5d/Gp8LYaDHs2KwaQ+98y3UCMq8xvyzm88mqSNZgEjWRBrQ6mHoR5kar1veFFDTbRRlVi5RIlM35jUptii9dNtqm0LSk/DFFkaCuOoDdWDLrc72maEZQpxpFE2lQAFiGwfcfLeIvvnQHv/bUAIADz7U6fbISaw4qmRwc1XXrRRVmZmYUBaTGxkYEg0HDcSrxfrSKY3JgAlEUMT4+jnQ6jYsXL2J9fb0s63DSSLfTk+GwpxVxHIfh4WE0NDTkpUSVak434SYxSKZ5/NbHX8KjpW1cPNmC8Y1Yxg4imTx7yaCnlP/PgaET/4AMgKJA0RQAynL3YWUKilImIhAhEhEUyYkoyHNaSPYxO580jM0zKb1IsNYZ2XSLA8JSdHO3Qgz1Qoqz8z/UHld3DOSdYGf9/eWFkWfd/BhlMml0/pwnS9K7MPedT2FXSSsyR9DnUaINueAFEQxDQ8gQBA/LIM0LCHi9+PMv38bF3lb82OOnlUipKIpK3v5hVNAxQ6Ua2ZWeVmQVelGFqakpS1GFo0oQKu/KF4BCL1wqlcKdO3cQCATw+OOPw+v1um4oy3DKSOc4Dnfv3gUA3Lhxw1TesxxGM8MwluaMRqMYGhpCd3c3Tp8+XdQDehjJgSAIStM92YNWKmzsxPDW930OX7ozjbmNHTxc21deegd9GTJ6/7redO2UIoo62JdSH4clz70RKCmyQNMQAYiikG00mwYFzK+31fxxKyTHqN5ADSupGpkNzTawaTiqty3G6NSw9u1wFJuz0SZF3pbh4PMlPTfG6UUUpOJl/e+LezZAUTCUAdY53vz3oH26pkcMZBDVc5XmpfqDRJoDS9N458dfwN2ZNXg8Hvh8Pni9XjAMA0IIdnZ2FKlrWZjhsKNSycFRSiuyAzmq8Pjjj6O/vx/Nzc0Ih8O4e/cuhoeH8f3vfx9jY2O2xvzKV76Cc+fOoa+vD+9973vzvk+lUvhn/+yfoa+vD0888QTm5+cBAPPz8wgEArh27RquXbuGX//1Xy/4uOyisii4i1Br/cuMMlfK1E0wDINkMmm+oQGi0ShGRkZw6tQpnDhxwrV57YKmadPzvLW1hcnJSVy9etURGTG3yYGcl6yXo+9mfcHowiZ+7X9+CRs7MekDmoFseBNCDmIFyjr0SACV9bfkic548LWOM1caNRcmnvPcZmygJAPiQK3H+LwxFAXHrjhl7EGy7F1SeirIMQudfSzVU1CZc2E+rbI9Uf+7AHLgRmFyzhyiU55zO9KiFra18jrR556U8v+mM5Uk1Uo988G9RtG07WifDLnPASBdM5qilGsnRw+iyTQSHI+3/9nz+Phv/izOdbUohvX4+Diqq6vR1tamvB+BAzUgmqYPpRFeqTnplUpqiiUHajAMg8bGRjQ2SkpaiUQCX/3qV/Ge97wH6+vr6O/vh8fjQSKR0K1zFAQBv/Ebv4EXX3wRXV1dGBwcxK1bt3Dx4kVlm49+9KNoaGjA9PQ0nn32Wfz2b/82/vZv/xYAcPr0ady/f9+R47GDyrvyLmBpaQnj4+O4ceOGQgyAAynTcqDYyMHm5iaGh4dx5coVy8RAnvcwFSQTQjA/P4+5uTkMDg46pi9cDnKgNZ/bxODF+7P4Dx998YAYAKAYj2reTF1AVs2BceqIVLBMpNQhI6PYwJ4xTZsxkLSEHOkwGcNIZUU1oPk28rwQDdZdgPFGLJwHM1ggSQryzkehRmfh96xzxcgHKLxnhPGoVoYr/PHNieLYWovViY2L7bXG0rsfrRiRMY2Oyurv2MwYgiBiPbyPf/WBz2I9sg9BEDAyMoKamhqcOXMGLMvC6/XC7/crUQU55YjjOKTT6UMVVahkI7sS113K8x0IBPBTP/VT+PKXv4zvf//7ePOb34xIJII3vOENeOqpp/A//sf/wPT0dNY+t2/fRl9fH06dOgWv14u3vvWteO6557K2ee655/CLv/iLAICf/dmfxUsvveSoglohqLwrXwCsGliiKOLBgweIRCIYHBzMY4LlyL8vdm65S/DCwkJBxrQVL77T0DtW+fpEo1EMDAzA6/U6Nqfb5EBrPrm+wC1i8D/+YQj/+s++jNn1HXQ21eDmmQ7U1VRlPNequXOWobkuCgAhUv591v5GLzjj74yO36xpspxqQnJTjbIGMR7D8ss5Mw5lJC1p+T2vTovS9xszuf0ldIczJ0m6yKTGFIbS/rB5PZInNugz73pOQFDlP9iuOqD/3rjQnS82UV/lz/vsXFdT3mf52zTjZGud4TaUxvj11YEsQsOaGDp5z0ne34VE52QhAmv7FPLuFAlBnerYedUYNE1hI7KPX3jvs3j59qtobm5Gb29v3hg0TcPj8cDr9cLr9cLj8SgOLUEQkE6nld5E5UKlkoNKlmB1Ix0qEAjgda97HS5cuIA7d+7gQx/6EDweD37zN38T169fx9vf/na88sorWFlZQXd3t7JfV1cXVlZWssZSb8OyLOrq6hAKhQAAc3NzuH79On7kR34E3/nOd0p+XDIq78qXCMlkEkNDQ6ipqcGVK1c0b65y5qUXQg54nsfw8DDS6TT6+/sLMqbLQYi0pABTqRSGhoZQW1uLS5cuOf7SKjc5cLvw+O0f/ir+9Au3FbtxJbSP21Or2EvmKATlrkXD5pO99AREozC3wHxwE4PW7FIRIhMsyWDPTYUoVqkoexwVKLnTcf5YVpDv5dbOWxds3asW5tY535rTmKU0FXL/UkBfewOuP2YtqpnmBfS21uFKT6ulwS9mjP7OphpEE/oe7KnVEGpyyMNjbfV5202uhNBYrS+XTFHA9l4MbQ3mzpiznc1Zf59qa8j6WyQi2ur0ddQJIajyS2v2efLTV4yvhZORIYsF6irsxpKaWxCRgKYpLG/v4t3Pj6C9vcN0VTRNg2GYrKiCnM4jRxXKUatQiY3bZFTiut0iB0B2A7Te3l78+q//Op577jm8/PLLuHXrFuLxeFHjt7e3Y3FxEffu3cN/+2//Db/wC7+Avb09J5ZuitcMOTC6ycPhMF599VWcOXMGPT09htKF5YJdIz0ej2NoaAgtLS24cOFCwcZ0uciBGru7u7hz5w76+voMr08xcDt9Sk0ORFEEz/OKp6bUhcc///7P4Yt3pvO/ZL05KQQaP2q5S8vk+FN66zbIwS8m/cTUaM/aNiODmKXAYqEGwJLHXaP2ARqkwZINlp9Uo1WcbD/cbDE9SDf9K3tfK9GEnozHvC7oM583g4aaADys9fdUW3010ry1d5NMCE7UG3cy5UWSZ6xrNeYiAE6363f07W1rQGg/gdm1sOl9NrN+sI3fw2J8aSt7LgL0nmjQ2lXB5d42AMBVDXJFU0CDAZFhtaJQhjlRdiJx+dvm/hZpFeoTSOlFnECwGonhn733Wdv3vRxVkIuaPR6P8t6VyYIbRKFSIweVCjfJQTwe12yA5vP58OY3vxk/+qM/is7OTiwtLSnfLS8vo7OzM2t79TY8z2N3dxdNTU2KrCoA9Pf34/Tp05icnCzhER3gNX3HEkKwsLCAqakp9Pf3K0UnhxF2jNdQKIR79+7h4sWLeTehXZRbxWdtbQ1jY2O4fv16Vv2H0yhX5EAQhKyCulJidGETb//wV+H3sHgsN92BllR/5F94QsQ84yDXoCdEzrHXz7PXrzcovDOyVCRthuz95SgCyURnDCpBVROZb6JldFMUBSo3emCB8OkVLR/IyNobL3tb44PRHY6icLYz+7kb6Gs3nXJ+cw+nTtSjs8l6GuPU8jb24tbFD1Yi+1iPRC1tO74sefqtEBs+5z2wsaM9R4LTrz9rrZP00UP7ibzzl4vwfkJJUzrf3azZNGzPREZ0czeOgM+DRznEApBqa/oM1tB/Jtsrf77zgIjopW1pCgnoGu/Z5zz/PWtUfCQRuwfzG/gn7/lUwXnY6qiC/D9ZAUkdVSjFb0ClpudUKtwkY9Fo1LQ78uDgIKampjA3N4d0Oo1nn30Wt27dytrm1q1b+MQnPgEA+MxnPoMf+7EfA0VR2NraUpyzs7OzmJqawqlTp0pzMDmovBJ6hyAIAsbGxkDTNAYHBw/9w2ulGFomOxsbGxgYGIDPZ91rZzRvOeos5F4Me3t7uHnzZsnVHspRkCznwrpRX/DFO1P4Tx/7OpIqg6alNoie1lrs7kUxHeEh9xAgGbWfvDURZPoTQEnTkaRNdaIDIlG2z/+SGAjxmBcjG/UVMJSPtKG2UtQloalM5IW2oVQEg2CK+ksbURd5Xoo2FLUZPNOB25Ormt/txFJZyjKWCrkBNNUEQdlIW9lNpNEQtP6cRxMcqjzWzoPk6W/A9p55mP/R0pai019X5cfC5q7mduNLW6gJeLGvkaak/qxOo2YhF3VBaRtG576eXA6hNuDBXkJbInRuPYI3XjqJb48tan6/H9dPpZpZCyv3Rlt9Nea39pXvTrfVYXRxO2+f+mo/Ivv551L790LjHlBuRvn+lNTD8tPlCECAFMfj/uwazv7Kn+Kf/cjjONfVjJtnOnC2s8n2u1P+rZf/m9tPQV5/bgO2QlGphb2VCjcjB9FoVLeBrAyWZfHBD34QTz75JARBwNNPP41Lly7hmWeewcDAAG7duoVf+qVfwr/8l/8SfX19aGxsxLPPPgsA+Pa3v41nnnlGiXr9+Z//uWtO7NcMOVDnsScSCQwPD6OzszOrUMQqytH0wsxILxXZKYdaEc/zSCQSEEURN27ccOVcu1l4TQiBx+PB7Ows2tvb0djYWLKXWVbH4xxs7cWxtRcHGA8o1pNJJZcMeq20HwoH9QVZ6TN20w9gnBZEWWs3rA+T55OiDyIIho3GUFTiExT1IsvNxfRnPEgvoiwrf7bVBbNUqAb72nF7ak1zW84gPWdzN44rPc0YXZC80jtRa979qdUwTp+ot7QtALQ3VqOhvhrYjplvDKApyKLa78VKxFpebzzFYWFzx3S7NC/i0qlW3JtZw2Nt9bg/q934Uk5BenU6m1QFfB5MrYaUv63MOb+5Ay/LYHI5pPm9SAjOdbViaGpF83sAIAb32MTKNlrqgtjazT9X23txXDrZirGFTXQ212Jj5uD8z23uw+9hs5wKABCJJtDTUoeFrWzi5KEpEJHKl5dVk4GMeEHuMyHInyn75t/pPM/j77/7AAJo8ARoqPLj5tkOPHGuEz90rgtnOxoLIgtqoiArxsm/B8VKpR5HDtyF22lFZuQAAJ566ik89dRTWZ+9+93vVv7t9/vx6U9/Om+/n/mZn8HP/MzPFL/QAvCaIQcyQqEQxsfHcenSJdTX19veXzbS3dYtNvJsJ5NJ3L9/Hx0dHTh58qTj87oZOYjH4xgeHobH48G5c+dcm1durFNqyGHs06dPY29vD9vb25iZmYHf70dLSwuam5sdifgAQCLF4Xef/TY+871xg60oUAyr/HBLv8/5KiWKIZ3xhqu+0U4xAIxTg6BveJsb7SbtxCz2AKBAMnPlr99yTYRhZhSdafZkbSypaZb+RCwF8ASoCXixlzS/V7uba7PIwcLmLhia0vT8h/YThmPJhdIMTWE5tG+4rYydeMpWuWtbfTXGl7YR8LKaqTW5qAn6sLabNIyIZINCfVUA4ajxsQIH0SevRr2BGpzGu/FMeyNGFjaUvzd2YujraMT0alh3nM2dGN5w8SS+o+P5B4CYwTU/3d6IxU39QkVCgMfamzTJASARmnNdLbg7k00eo8k0bvS14+50flSpJpD/G5jkeAye7cLQ5HLW54+11WN7L4H9RCY9KhOZ1IzyKc8upUQJ5WgmACRSaYACznW3o6EmgOXtfXx77AdIpHkMnulAd3Mtrj3Whh8614XT7ca1GrmQjXiGYeDxeBSSIL+35X/L8qlWjP5KrDmo5CLqchUkHzW8ZsgBIQRzc3PY2toqKuWmXORA70GNRCJ4+PAhLly4UJJwk5vpNuFwGI8ePcKlS5fw8OFDVyM0bhwnIURJDWNZNqu5SiwWw9bWFkZHR0EIQXNzM1paWlBVVVXQOVgN7ePXPvQlPFrexmNt9WipDWI/kcLUahh8xjikKMDjDyItiIo/WkmDyUkHkgxpnVxjnWPVM4j1DHLLMDX8jb8mas8kISDIJTxAQUpFOmthYLXZmvF8VQEveIGgrtpniRzkLn9jN47rj7Xh3txG1ucelsbKtrHB/2BxC611QXg9DJZNtlWPa6dhloelEU/zuH6qDXdntL31auxGE9jYieN0Wz1m1ndMt6/2e3G6vQHhKXNyMLESQsDLYmvXOIrxaGkb1X4voioNf783/7ehqSaIaeiTAwCgTeRpJ5a30VQbREgjNaqxOoChqVX0ttVjfmNHc/9tHWIASClSnU21mt+lOG3n0MzmPqr9HkRz7sXV7Yjy76DPg0u9bXh1agUdTXUH5ACA38MgxQkGTexIRv1LJvtyJIEAhMLE4hpAe+Dzsrja2wYCqYhyfHkbXxyaQooX0FZfhded68LrLnThh893oaPRvpR3blRBXcRsJapQqeSg0tYsw800rmg0aqtvVCXhNUMOJicnwXEcBgYGirpxytnrIBdLS0tYWVnBjRs3dLvzFQu3jHP5WPr7++H3+5V0Jrc8AKUkB1Yam1VVVaGqqgq9vb1Ip9NKRCEej6OxsREtLS2or6+3dO++OrOG/9+ffRnbe5IRNLexg7mMwRD0suip9aKhrgaruyms7qUyjm21wZ5TeCyKpnn+Ggetvz0RAaqw61qsylFmEOUayN7LPIJgIfpAU9pKK2rIzZmknH/9bT0MDVEQIRj42nfjafzQWf3UoFxoeZqjGo2oOhtrdA1KGSIBetvqkeYEy+Sgu6kWI/NbaKj2I2IhFUlWFOJ4a89hOCm9hzUc2JqIpTgIgrWxE2keN890YGhSP40HADhBxNXetqzUotVI/vlZDhnLD9IUhVWTiIxICPpONOaRA3Uhclu9/rWcXY+gp7VeM83pbFcz9J6rh4ubaKuvzivMTqQ4DJ7txNBEdpRgJRzDY6012E+kwdCMcg7bG6uxvH2QhpTIEMF7swdktaE6gIgqspP9Xs6uu6EpGiwjwkNTeDWHTHpYGuc7m1BX5cOjpW08f3sSp9sb0FpXhZ7WOvyjC9344fNdqLGhpqWOKgCwHFWoREPbTe+703DTbrCaVlSJeM2Qg76+PkcMXZZly04ORFHE+Pg4OI7D4OBgxT7EgP6xyOlMlU4OCul47PV60dHRgY6ODoiiiEgkgs3NTUxMTKC6uhotLS1oamqCx5OvJPKZ7z3C73zqm0jrGFjxNI80Alja3sdGQjaSczz5VA4x0Om4alxvYAAD+958TPOog1lHXIbOFivSJQgmEEVRv+BaBQ/LoLkmgPVdfY91Z2M15nUKX9XY2I2jyu/BnoFWv4y1cL7KztRaBGc7GjGpSnFpqvZjfiNv0zzMru/gtIbmvx4aq/2YXSc409GoW+ysxvK2ZEA/Wto2JRQnGqoVpaLV3bRuupQMipJy/6OJNJprg5YKk2naWjk1pyIcbfVVynGosRLaN/Tqn+lswsRyCH3tjZhe048w7MTyz8mlky24kyGMi1vG99CJxto8csAyNDZ24prN3oCMlGpbg6Zqk16aUndrE+7NrmFfZejfn1lFXdCLXVVx9PRqGL5MBAGQahmunTqh1HlQIFk1DzRNQRSlF4hICNKcgDQXx9nuNjTUBLERiWFxew8cL2J8OQSfh8Hlnhac7WyCh6GR4gR8Z2wRn/rmAzA0hau9rXj9xZN4/aWTuH6qTbcgXAtmUQWe55XfsUojB5VIaNRwy6l5nFZ0BOCUUW9FNaiUSKVSGB4eVvoXVGpeIACk02kMDw+jqakp71jK3ZTMCRRCDLTW1dTUhKamJhBCEI1GsbW1hcXFRTAMc1Cn4PfjT557Ba9Or+NEfTUWNQwUALja24KZtR3EBKnWgBCSZUyrU4oUYgC9l62+oW58qAZfaqQ05Uxpsrt5rqwg5qcMHRCETBM6wxGso77Kh51oErEUh6YaP0L72gZvQ7XfEjmor/KhuTZgGj1oqPJneWDVCPqyX/tWuy1v7yVsFRjL53gjYl5g3N5QjbWMsS8Qgr72RgxN6ROKdhU5CEcTuNTdjLHFfBlPGW21B+Ts1AlrqkUURWkW4+ZifHkLVX4PYkkO3S112NBJRWqrr9YlB7JakZcy/o2aWg2hrb4qq5ZErYy0Ft7H2c4mTK5oFzYvbO7k1fleP92Ooak1rIX388aWoUc65jciONvVjMnlA0Wjy71tuDO9hhq/J2ttnEBwqq0hK61tP8lh8ExnVqF1JJoETUkEXhAJLp5swmiGvXoZGikiKLVRBAQ0RWFyeQMADcbjwaWTLWiuC4IChZm1CF6dzk9Ra64NoqelDiIR8VffGMWnv/sQp9sbUOX34o2XT+JHLvfYSkHSiyokEgmk02klquCUAlKpUenkwC3EYjFTKdNKxWuGHDhlRJczrUgQBNy5cwfnzp1Dc3Oz+Q6HGNFoFCMjI+jr60Nra36X03I2JXMCpeh4TFEUampqUFNTg1OnTiGZTGJ7exuvjozhA18dx+jKASForQviZEsdeEHA9GoI0ZSAJ8524PbUqpQK4/FniAFySFkmq1c88KKriwGtHruheW0SGTCy/h0pRtZdliQ/SiD1ezAbpbu5Bssa3nk1GvwMdqKSEXS9o1GXHHgsGugehsbowhaqvAxiaf330ImGKl1yMDK/ifaGKqxljPZ4ynohvh2deVmbf2FrD33tDZhei+hue6KhSiEHgLkiUu75Cujo8ctoa6hWyMF6aMdwWxlbu3Gc727WVSuSkeZFXO5pxd3pNcPO1Sth/bShpYzxvRnjtER6FBx48aVr19VUi4kchaP6Kv0U0/VIFOe7WpRGa16WUaRaRULQ09aoSQ7Wwvu41NOGsYX8EFNN8CDicLm3DRPLIXCCiCu9bXlEaXp9B34Pg6SqjmFyeRMsTSm1UAubOxg404k7GcIwOr+Bxx87geG5dSQ5HtdPd+DezBoIIait8mEvlso88gStNT7EUxy+OToP+T3S3VyL9oZqpDgBU6thJNI8tvfiCO3FcfFkC3pba7GfTIMXRCxs7uCZv56FSKTC8jdePokfudKDwTMdpsXpatA0jVQqpdQDer1exVEk/yYcZqJQidGOcuA4cnAMBeVKK1pdXUUymcQTTzyB2lrtwrFSwsni4M3NTUxPT+PKlSuoqdH2zritkuQkOVAXHpfyBev3+5Fkgvjdf5jAfI5SyeZuHJuZkH/Ay+B15zshiATnOxowvpXImOByCd8BJHGdnPQam5dduk30ipHtpe5ojG78tYWSBEOZU4q2FH0A8ptlaaG+OqhIc96b3cDZE3WYXM+P6lhR5wGAWDItFe32NuPefL7+vIxqv1f3O5EAXc21CjnYsNhIrDbgxdDUGjoaqrFqsg9FISu/XOrQq08Ocg2v6fUI2uoC2NBJxdrNaQo2uRKCh6V16xU8KgGJxVAMTdV+hAwISJXfg9n1MB7X6DisBUGUPNgz6/rHuLy9h1MnGjCbs40kCSrdE9t7CZzt0Pf8A1LTNBmdzbV56lEz65GsvhS5qA4cGPOPn2rPitCshvVrI/SM4wfz66gN+tBSV4XZ9YiSZvVoaSsv8rKfSOFiZwMerhycg90Eh8EzHVnrmFndho9lkMpI7G7uxJT0o3szq7h2uh33Z9aRSvPobZPqKGqCPmzvxkB2Y6gN+nGmoxkiIZhei2ApE0ltrQvi5tkOEEIQ2o9jbHHzYM4Mea0JeHG6vREMReFzP5jAx18axhNnO1FX5cfrL3bjTVd6cKLB2CCMx+MYGRnBhQsXUFd30HBSLZUq/4/npR4zDMMcGoPczbz9SsYxOTiGArfTigghmJycRDweR11dnWMyl3YgG87FvixkxahQKISBgQF4vfoGTCWmFTmRRmQH3xydx7/9yIuaRaYyGoMe+DwMfjCeCdvTLCjWkyEG2WskRG5sRqs+07a2jWoDDJufiTDuy252yoo8p6ZRDQCPtdahyu/BxEpE8WbmIuhjsb5jnpqS+8xEYkl4GQppIXtcIyUZNVZDksE9ubaDuqAvz0iWYebhf7i4hWq/FwxNYWvPXL0HADqbavBoOYWu5lpTctDRWIMVVWrbxHIIXpZBWqefQlSjuVdrjU+THDA0lZc3v5dI4/HeVgzPaRdPZHvDKfR1NCFkUGzc21qPscUtPFraQsDHIpEySy3axvnuZjzU6FCshmxAqxFks69VfbWxuMT0ahgdjTVYi+wrQgNqhPbiuHSyJcvwVWNyZVuJvOT2KVje3stLE5LxYGETDVUBRGLZ1yTFCbh5tgsPl7YQV52nvXhKKljOkTXdjuXXiMxt7GTXHsRSuHqyCSOLEklai+xnEYiFjR0pdS6WBC+ICPo8SHM8elrrkUjziCVTSCSSaG6owWNtdSAAagM+LG7t4ZsPFpR5T9RX4WRLHZJpHhMr20jzIvYTadyfXUdNwIuL3S1SVEEUMLGyjS+/OgWAwsXuZvzo1V782NVePP5YW9Z7NBaLYWRkBJcuXcpz5GmlH6mbrzndgK1QVGpaUaEdtAtFLBbTdXBWOirv6heISkwr4jgOr776KhiGwbVr1+DxeMoStXAixUcQBIyOjiKZTKK/v9+QGMhzVlLkwG1i8KEv3cGv/s8voSXjCbvU3QJfjmfvQlcjBNBY2814SCkKYD2aBj+B3Nws55WgFzEy8K4b1+jqv7zNDHcrHn2zAmGPhTdeU20AY0shXHssP91NRmejNW/RfjLbeN/aT+H6qWxvtI+lsKaRypELP0sjEpeMr1iKx/lOfeniXY3CVTViKR4Xu5vQYfE4AMmjCgCTq2F4WOMT2VoXzPp7L5HGpZMtuttrqfmEE9rPf3dzbVZaigy9YtLaoE/xHMvQS++SIXLS90lOwLmOJsNtAclAbsk5Zi0sbu/mfZYUstc9ux4xJcndLfW42N2KTZ37xijNai+ewsWeNjx+ukNz/9qgdmEyxwsZVaNseFkGCU7Q7JWhFZXa3Inh2qn2rM+29+J4POezmc39TMRJwv3ZdTRXS86xSDSB3kz9y/L2Hs51tSDJ8Qjvx0GIiBONtfB7WSQSKbAAgh4P1iL7WNreRWdTNZ4424FznVIK1e2pVYwsbIKmaQycaccPX+jCE+c6keQEvDy5grHFLbwyuYqZ9QiaaoMY6GsHQ1P4yFfv4mf+8DN48pm/wR98+rt44d4sNkMRjIyM4MqVK5Yi/DRNg2VZ+Hw+eL1eeDwe5fdWEARwHAee511vRFqpaUVuqywd5chB5V39MsMto3V/fx9DQ0Po7u5WlJbKVe9QbIpPMpnEnTt3UF9fj4sXL1p66bgdOSiGALlJDBIpDv/mw1/FBz7/CgSRYG5jB7cnVzG2tAUC4HRrDS521OL157sws76T7VlmJONOKuQ7iBAQQjJ1BTZeBwaHKCJT3CsKUidigQdFROlvEAAiRFHI+h+ICBDRWB3GzCtEiOkmN06bp4kwmet3Z2YdN/vaNLepsyiBuBrKN47uzq5nGeXdzXV522ihq7k26/yMLmyhvip/HRQlqeOYYX5zVzH4rUDOp9+JJXHZwNAHtGsoOB0Z0RP1VZoRkNVwFOc68w3zllptI/zh0haCGkZxT0v++Z1eCxsWnIr0wXmJxa1Fdazk362Fo+jrOCB1rXVBzOUUom/vxXFewwhXY2snptlPQcbEcsiwjoUykE6dWN6Cz6NtYK1q1E08fqodd6ZWcLkn/1lZ3NrF6dZ8I1mrIHx6NQS/5+CYYsk0zqiIGSeIONF0cC3vzazhbLs09t3pVQye6UQ4mgBD01gN7SGWTEMgIoI+FvVBDx5rqcePXOrBY6314AQRAS+L153vwhsuduNHMwXIr06v43uPlvHK5Ap6W+vwxNlOdDUf3Cfbe3EMTUtkoq2+Cq+/1IWm2gA++71H+Ncf+hLe+M6/wYdf3sAX7y1YKnpXg6Zppfma3++H1+tVZFFloiAXN5f6t7FS04rcJgeJRALBoLlToBJxTA5sgmXZkqcVbWxsYHR0FFevXkVb28ELt1zkoJh5d3d38eqrr+LMmTO2ujdXSlqRWr6u1MRgeXsPP/dHn8WX7kxrfp/mBSyFovD5A/ju+DIYmsalk8144mwH/IHgQd8BilIMYEKI4pHXXLvu4eREHjIEgwj8QWiXoqUKZ5qRCAMogKJBQIGi6az/EVktiBCIgkwW7IaIzetirOjc76vStIamN/B4b74hbOUyt9QGsK/Ra4ATRDTVHHhn6zQMfC3kEoF4msfZjvzowYn6KsQt1DBs7sbhYazfr2ppUbM0G60i57GFrbyIAgDD/O1aDRJGdJac5ARc0DCqtQgDIEUgtBDwsphRyYnOh+KGNRzyHEOTq6bbAUC1Si2qp61Bc5saHe+9jPWdKCIGXa33Eylc0jDWZTA0rZuOuJ9I6+67tLWL890Hz8ONvg5FaYjWidppGWsLmzt50YPwfiIvenB3ZhVdKvL8YGEza7+NvSTqgtI5vz+ziu6m6kx0oAYza2HEEmmMLW5m0tkIWFoyfPfjSezH0+AFAQ8Xt/CN0Xls78Zw/VQbLve0gKEoTK6G8crkCpa393GypRZPnO3AqRP1uNLTimun2rAajuI7Y0t4ZXIFe4kUuhv8uNrbisnVCP7LJ7+B1/3Hj+Fn3/sZ/PU3RjTTv8xA0zQ8Hg+8Xq/rUYVKTStyO+Ih97U4injN1BxUQloRIQQzMzPY2dnB4OBgno59OSMHhbyAVldXsbCwgOvXr9tm15WQVuRW4TEA/GB8GR954R5SvKArZtJa60dVwKc0FUqkeYwtbgMUC7AsKEoVLYCKGNC0piGu18lYrjcgREpFoilZJIgCIQYEyUIjNUpa5MHxiZl7gKJNa437T5/AqzPGgv1hC824VsMHqRYEBJMrIfS01CpFo4Dk1TRDW12Vrg786MIWrva0YmRhC7TFd9P+fr7XdnRhU8m9ltFaV6XZ40ALVvmXh6GxpEqJGV8J4WRzra5krpZXmgB4rK1BKZSXYcRPJlZCWbnogL62PgClgFWNvYR2XcaGTs3IqRMNWbKoWo3OctHdVIWJ1V30950w3A6ApA6UeYj1lKJm1sKKvK4WLna3gGFozBoYnUbXdjeaxPmuFtzOqQeQoXUeZVT5JGO8tb4KU6sHhdMP5jfQ0ViTF12YXNvByZZ6LG5lr1WLnEwsb6HK50Esc154QURzbRCxZBqdzbUIeD3we1i87sJJqeCaAFV+Lxa3drC8tYc0JyLoZfBoaQsXOhrwaHkb5zqbcHtyGddOtcPD0KAIQXt9FTwsg/0kh1gyjcs9rfAwNEbmNsAJIuqCPpzpaESC4xHeS6ClNgheIAjtJRD38ehpqUVvW73Sk0IQCRYjCSxGDuRy2xuqwNAM3vPsd8GLIs50NOLJG6fx49dPGabYaUFPKlVdryBv50StQqWmFbkZ8ZCdWUcVrxly4BRKZbTyPI/R0VEEg0H09/drGliVEjmQi6hjsRgGBwfBsvZvs3JEDuwco1vRAgD4Xy/ex3s/+32lgK8u6ENvWz28LIPNnX0sbO3jfGcDViMxbG5o6JHL518lTUrRDAgRVMa6dl2BZidjIl8XSpWilPnKUGrU5EWqtaMq9clD0wAN6DXQNbsKLE1hWSPNRw2pF0G2RzbBCeAEAdV+D6KZSMCqBeM7t59ALrZ2JQWWWMqcaAAA5fUDyM4RT6QFXOpuxp2ZA3Lg10kJyQVNUbg7u57XFE0LXU01mMspAm5rqNIkB801Ad2UisWtPVBUtuG6vaOvkLOfSOPaY224l5ETDXhZRfZTCw+XttBYE1AUfVia1u0tML+5g97WesznHFe1RqqVXiG1DDkdJmxwLDIi8TTOdTRjJbSHiSVtxanwfgIXT7bg4YJ2UXGKE7Ad3s87l2o8XNxEfZU/r3HapZOteLi4ZRj+eri4ifbGGqxppBE9WNhAXZUfrXXVeKAqehYJQXdLnWbqUWt9dR45mF4N4XJPGx6o5FF3YkncPNeN2xNL6GquRWdTHdYj+zjRWIMHqnPxxLkuvDJxUFB+o68D6fUIqoN+nDvZikg0gcnlbaWo+WRTFV6dWsGF7hapX0dHo0TwRYITDdVoqPIhzQu40tsKv5cFTVNYDUexHoki4GXB0DTC0QR24ynsxlNKj42W2gCaggx4sJhel47vZHMtmqr9uD21Co4XcbKlFu0NNdjajeOD/zCED/7DELqba/HjN07h/7hxGtdPnbD9G2KlAVtup2Y7EEXRtC7wMKIcnZ0rudeUESqPGpYZpTDQY7EYbt++jba2Npw7d073ZqsEcsDzPO7duweapnH9+vWCiAHgvpSp1QfczTSiFMfjN//X1/D7n/5elrLHbjyF4bkNDE2tYmFrH0+caYfX48H5zmac7WgAqw7vs1JahtpjT1EURFFFDPSKjnM+k+sIpK9ozX0K9jbpqCLJqA2w4AngZRjcPN2Gan9+qkjEpAi3q6laN+9dRnu9dkOb1XAUj7XWgqKkhmU7OipBahh17AWAtZ0YHu9twUbEWm7ymo5C0OjCJqq8Bz+IKY1iXS10NlYjyQmmJAYAGmry01zGl0OaRKSjST+Xfy0SzUv9CceNU5R41TXraa2H0WkVCdDX3qjavs5QJrZV43rvxvKv7aOlLcM6k0hMIo2L4YSlepS6aj/OdjbpqmEBQMCrnQ7VWBPAw6VNrEeiOGdQm8AJIs505n8vp//MrIXRq9PxmhDgZIv2dylOQP+ZzixiIOPR0ha8GqGgkbl1NGnUimjJAcdTaQyc6cLy9h5emVjGwuYu0pyQ9XZ4dXoVvaqUrKmVbTTXBjGzHsG3Hywg4PNKhrHHg3908SQ295LoaKjCw8VN0CKHu1MrEHgeDEMj6GOQ5nlMZaIAG5Eovju2BBDgUncLUhyP21MrmF4LK8XM7ZlUuK29BMbXo1gNR/GGC914w8WTYBkaQ9Nriqzu4tYeXplcwexGBB1N1bh5tgMelsZnvzeOP/7sD/DGd3wCv/s338IrEyuZ7s/2INcqeL1epVaBZVnlt4rjOHAcp9TFWUElpxW5GTk4yqi8q19mON3nYHt7G/fv38elS5fQ0dFhuG05yYGVl0o8HsfQ0BDa29tx5syZogxnt5ugWYFceCwIQsmJwWpoDz/3R3+Pz788obtNwEPjyslmvDK1hpH5TdyeWsXkagQsw+BcZyMa62qkQnY1Wci80LLSe3RSimRjXfq3CCCTFqSXNQRiaLgZJuqbKBGdqJVUS+JpHren10GDYOBUmzIkTcE0KtBYbZzHDRh7+0cXtzHYdwLt9dZS5HI9tlqYXY9YaoDWWO3HjobRCgApnuCiKk1heUtfa1+N5oyxNrKwiRMNxl0+WQ1DYV9HgcgscqEuOm1vqNasy1Dj0dI2Gmuk62/F8FZHfrQMUjUWNnezbkufh8mqN5DBiwRnNYqjAaClLqhEUASRaCr65GJ2PWIWR8PE8ja8GqpQfe2NynNWEzA+H7mN8Hpb6/Fg/sCob6vXr/eYWQ9nvzsyaK4N6kZv9hIpXOzJvyfSvIC+9vzzN760pRCc+io/Bs50YmxhMzPvwdwza2H0nzn4feQFET6WhhyN3E+k0aI6lrsZ8nB/Zh23J5Zx4WQr6mur8cT5bmzup1AT8GJuI4K1zRDWt/fAcxzOttejysciEk3gYnczgj4WQ1MrEASCgb52nGlvxEpoH69MrmBrN4rLnTV4/YUu9J8+AZEA33m0hO88XMTsxo5So5CrBrYS2seDhQ001wbQUO0DTUn33F99YxS/8P7P4XW/9TE886lv4gfjy4YN9Ywg1yrICkgsyyrONp7nwXGcaVFzpaYVubnuVCqFQMBYdriSUXlXv0A4WXPgREGyrPk/OzuLgYGBrEYpRnMfVrWiUCiEe/fu4eLFi2hvbzfc1uqch4kcqCMGcl5nqfCD8WX8f3//0wjvJzDQ147+0+2Kp0pGR10ADTVBjC7mpyUkOR4TKzuIJDhQlKQepDqQPCNd+1ikH10iCqCog54Ien0PAACiUUGwdv2CjKu9+rKhANBQm338ewkOd2bWcfZEPU4216CzsdrUY85aMMKNPLkAMDS1rllUmwuGprCsk4+vRnNt0NQwB2C6zcOlbdQFffB7GIRi1joey3KkIpFSIYwQTWinPmkRoKRJMfTowiaCmUiHWTMpABAIQV+75CVOcebv3pn1iFJszJmkA23sxHBO5V0/daJBN7oU06kP6MnxsO/HzdPEIvsJ7O0Zy9dGk9qFwWryM7G8bUgup1fD6FapNbXUZd9HUyuh7EijCtt7cVzuzVf36m6pw9RqGJdOahct78a1z9PDxS1N8u1lGVzubQPD0rgzvQoCYGRhA405/R7m13cQUCk0TaxsY/Bsl/L32MImbp7tBCCRh+29OBqrA+AEEdOrIYT2Yvj2gwX0tDXgZGsDOpvr4PX5QUBhL57C1EoIKxshCIKAah8DXhBw4/QJPHGuExQoVPu9eLy3DTdPt8HDUHiwsofvPlrC2OIWLp5sxqXuZuXNKEULVrEajqKvvRE3z3SgKxN18LAMbk+uYm5jB69MrmBuYwddmYhC0MfiU998gH/xgc/jx97513jf338fPxhfLiiiABxIpcpFzbICkjqqoFXUXKlqRW6uOxqNHlmlIuA1RA4AZwiCEwa6IAgYGRlBIpHAwMCA5cZmhzWtaHFxEdPT05ZJjhNzugn5RSp3iS4lMfjLF+7hF//0CwhHk1iLRHFneg2vzqxhLRJFc20AZ9tqMHiqCbU1QV2NcwBgfT6A5HjyRREklxiAaEqYElEERckFxGpyoe/hJ0Y9DEyInp7SiQw9w39iNYLV8D7OnKjX9HKqETPxUAPZijxaICBIpTm0mnik2xuqkdIrjlChJuDF/blNnGwwjmpUGejWA1LfgnOdjehqqrEc7k6kD87H2NKWZqqWjBWNPHIAmFnfUQx3GXrpTzI4gShGr5WoCQBsZ5qhaeWza0GWKV3R6J+QC7X3XUsdScajpW3NXga5nYjHl7W3U+NcVzNqqs0Ni1ybsLu5NqsLs6QsZEysOxololRf5cfofHbBfiSa1CQAMnLvpSu9B/Ufer0u5jYiuNCdHz3YT6Q05wr6vUimeYRUzfgSKQ6nc/p4bO/FcTVn//GlraxeCKPzG+hsqlW2P9FYDZqSzlMixaG5NoDx5W1EoglMrYQRS3G48lgbCGj0dTRjIRTHyeZajC9vYzuyh3gsjm+OzmFxawcelsb40hZuT2+AoVnJ4G+uRZLjcXdmDWNLW2itD+KJsx04oYpi0LR0j4SjKcRSHE6faMgiOQCwHNrH7ckVLG7toqe1Fm+63IPagBd//uW7+Bcf+Dxe91sfw7s+9S3cniws9Uhax4FUqhxVkA1pdfqRXOBcqZEDN8nBUe1xALzGyIETKNajnUgkMDQ0hMbGRsua/zIOW+RAFEWMjY0p6kpOdm8+LJEDORQLoKQRg3iKw9s//FX84We+r5urvhNNIODzYmg2hPHlEBiGxtkOySvVf/oETjbXIuhlEQgGwQuiJBkqr1cUpWLhnPXn/tBIqVNCPilQoH/8RvfyiVoTacaIsRd1Y1f/e14giCbS6DtRh9Za/TCvWRExQ0k/0mbY3EugodpnSEaaa6yFm5MZJR3a4zVULRIsGPxji1u6PQC0sLhxYGTGUjwuntROh2mtC+p2YgayU30aqvyGakIyQpmC5T2diEQu5jZ3cLW3NU/pSA+L23torQta2n5y9aAnwL7BccpqS2pQFDRkKik0B43rOKoDXkyv72imDanxcHEzi7B0NGlFeIzfSfOZ63yuq1mbZBvcWmOLm0pdhodllEJvQDLEW3SeN69OatnCxo7y3HhYBv19nXhlYgVBDQnY+zNraM/pRTE8u442VfRjP5HCqUwzNEBSaAv6PcocDxe3lOjCxk4MNQEfgl4W48vbONlah8h+At8ZW0BjTQBzGxHcPNsJ1sOitsqP3hPNGF/bRU9TNXy0iNuTK/AwQP+pVgAEtydXsbK9h8vdLbiSIWgbOzHcmV5FQ7UPb7jYjddf6MbcegR3ptcQT3F4sLCFV2fWQQDcON2Oi90tWVfvbEcj/B4PvvlgAQ+XttHX3oCbZztAgeCvvzmKn3/f5/D63/443vPsd3BvZr2ovPfc9COPx6P81sdi0vu2HA3YioGb5OAoN0ADjsmBbRRjHIbDYdy9exfnzp1Dd3e37f0PU81BOp3GnTt3EAwGceXKFce9DOUmB24WHs9v7uC3PvYSlrf3UF+lbUQ3BD3obq7F8OKBdGCKEzC5GsbtqVW8OrMOlqFBsR4kOUmelAIk60U8UBfKhfq4lCZlRserq1JqXG/QWKf/Eq0LerGuIytp5XsAiKY4TKxEkOJ4XNEwcptr/Ijo5OzL6GyqMS1YltOFJlYi6D+lryNvZvTJiMQkY2t+cw83TuuPZ6RpLyOW4i174uuCPuwms1N0ple2NQlKbkpbLh4sHBTrGhUjqzG7sYvTJxoMlYf+X/b+PEzSBL/rAz9x3/eVEXmfdd+VWT0aZjTSapFZZGMZHWBjJAQCezksC7C0tkFmZVlagUFIllgtIASWhRhAIIGOAYQ005pRV2bWXZlVmZF3RsZ93/e7f0RGVBzvGxHdXV01o+7v8/TTT2VGRrwR8cYbv+N79GPYVL8foVSeyyLTazFkChUuTbtQKeU9U3kxxPpcmOY9NtFtU3/qcT8C8VyLNjQzfOpfazSZsr0qwMXC7V6cxjDrpZ1lIukCV2bdHJ276fRj6yQ6QOFpo9EUmJ9oTfBvL3p7NkiNpoDTIP643RP8/mO5ueBDrVRwadrFg/0QAE8PIz1Ccmg99/7zqVyrM9kXGvhgL8i1uVefHf9ZgrvLk51/398JcPM8lfwgnGLBa0chl3UaBJ1KyfruGbNuK/d3TjkIpbAbdYRSOVZXJpl22zHptNyatuI06TkIp9CrZNyctTNjNyHQ0tl83cUpPnd1FotBx4tAgne3T/ndF6fotWrWVnw91L1Stc6D822Dw6LnM1dn+PSlaXaDKXbOXl3j90Ip1neDJHJlLk05uLvkpVSp8e7WCX/15/8DX/8//hN+7F98ucfJ6YOgvVVQKpX4/X6cTicmk6kTwFatVt9YANuHwZtsDorFIgbDaEro1yo+Vs3B27KcEgSBk5MT/H4/d+7cwWYTD74Zha8WWlE7vXl+fp75+fmP5HV9W8+1E8T1hhKPf+vJIf/5j/xzfvPhPk+OoqQLZaYcJu4sTrC65GXWaWTBoaMhyDiMSlMkVpe9HCVyFKrnKcOC0AoWa57/WzZ4/rf1A+1tAe3NiCB+8R+mN9CqFENfp8CQqb3TMJwyM+UYPZ1pF02ZYpVnJzHWliZ6pBUTEi5EPccxxrTf10UX2tgLc3lKXKQ6zCGnDbkM4vlX1B5/KCWaWKyUyzgdY6MBkC1Wxko9nhR5TZPFGhd9g7RAqbTcNir1BhfOKSCGMZyP2nBb9ZI8flEI49OQAJrv42OrUMhZ8NhG6lYOI2lm3dIc/s7tolnR4hhgpsvuc5wyqya0nrPPqiMgQpOq1htcmBreCNmNeqIS27d6o8myhNga4CiSxmbUsn0aG/hdOFcVfU+agoDPKd4oZosVVqZcPD3qLWj1msHz9tF+aMBR6eFesCeIDSCazvfoGTb9Zz0C8r1gkqnz4vzZUaQTpNZuEPRqJRu7rZTnaq3Os6MIUw4zD/eCbPjPEJpNHp+kCSQKLE+6qDTg8XGCSLZAo1ri5WmMr7wI8DvPjqlW66wtvxIjZwoV1neDnMSzXJh0cGdxojM8uDrjwm0x8KXnJ/zui1MWvVZWl70DzV5TEHgRSLB9EuPStAujTo1VryWeKfL3/90j/siPfJ5v+mu/wE/86n32Q+MZEvSj2Wzy/PlzzGYzCwsLPQFsbQpS25CjWq1+VW4V3qTLUj6f/6Q5+AQfHG3qTSaT4e7du2i1ox1TpPDVEILWTm++ceMGLtf7C3L5oI/5ptCy+Gy+kY1Bsynwt3/lPn/uZ36dXB+1IpDI8WA/zOZeCINKTjBbxWM1sLrs4+6SlyWvreMIY9FruDHnZsMfoikoOlP/doPQfl5iQmTOQ8wEesPJZBINgGyI3mCYoHjGaSJXki4CzSMcV0bx7T0WPZluEagA6/4QN2adnddpHLtO5Rhpwd0NhCBAJFUQdUEapgdpw2trWYm2kSlUuDg1mHg8zkajjYNImksSDUs3pJJ8ayLxw/FUeuT9BRItz/3qmDaqANW60ONcNAqJfLnHlWkUktkSauV4U8QXJ7GOI9IodIuopYTaQKcY7YfX9qpo3j6JjUzI3gunmLAZmfJIv685iaC3NrLF8tDPUWhI8xlJ57k2PzFwnYKWZuHavLhm4flRZGDbI5fJMOjUohqjp0cRlny9z7EpCJhFtqmVSp3uu4ik81ztEm83mgKFcq3zuc+Xqyjk8s6/N/1nHfHyy0CcabcFg0bF06MIPocJu1HH/Z0AM3YDepWC7WCaJZ+NSaepw/tfW56k0RR4Gc5RawrcmHFg1inJl6us754RTua5MefuNM7QCvU7jWdZXZ7k05emSBfKPYF7e6EU6/4gxWqNGwturs26Os/z9uIEBp2a+7tnPDmM8OggjEIu587CBFdmXBxH0/zUv93gD/7Q/8Wf+Nv/ir//hYdjmSJAq0559uwZZrOZubm5nt9JWaXCoFbhbTcLn9CKXh8+aQ4+IMbh+lUqFTY2NjAajVy9evVDn7Rvc3NQr9fZ39/n9PSU1dXVj/xD8TasTOVyObVa7SMXHqfyJf7cz/waP/1rm5IBRladijmnke1QlnKtgT+UYsMfZHMvxF4oRbXe5J0LPha9NpQKGWqNrkUl6qQitcLIOs9BZGsgk4HQt1EQxJqIcyiGTGSGucgM0wEAZAvDKUOj3G8mJKxFHx/GmLYbcRi1Hc/xYRhnit0vwkzky0z20W6MWhWRMbjuYvqAR/sRpvqoFHaRjAExuC16sqUqLwLxoeJiQNIm0R9K9RQzALna6GtdMJnn8rSTyBhNURsKmWzspFiFXMZJND12orNOreRFID72/ZdrjbH520fn9qcalaInIbgfJ302qW2ki69oSLVGkxWRLIJuCALMemwd7YAYdgIJ3CbxJmPGZeHpUZRLQ4TLp/GsqIgYYNJhFm0M2ihINP6lan1gwn93eZLHB2HJz7RYtsPTwzCX+t7Hw0iKu8tTPT/b9J+x3NVcnCWyXO6ibcUyBW7Me3FbDbjMenYCcVbP7VF3AnGmXGYMGhX7oRRKhRyvVcdhLIeAjKuzbvzBJMFklrUVH6VKjfXdM1xmAzfmPZSrdZ6cxKnWBVaXvVj1GpqCwJPDCDuBBLdmHfyBS5NcmnIQz5b48otTvvwiQCCR4/K0k1sLnh7XqFq9yeODCE+Po9xc8PCZK9PEM8UBPU+xUuPBfpit4xhWg461ZR9fd3GS58cxfuxffoXP/U//hG/7sX/BP/6PTySDCZvNJk+fPsVqtQ40BmKQ0iq0B2tvs1H4pDl4ffgkIfkDoF2kDwv4ymQyPH/+nIsXL+JwjJ7kvZ/HfRuIxWK4XC5u3779RtZ2bzoErdFoYLVaefDgAQ6HA5fLhcViee0NwtOjKH/hZ3+TSKrAgseKw6yj2YR4tsBpPEtTgHmnnmSxzmFcnIqjkMm4s+xl3R9qOaXIVSCTD4aadWKLmyB/dcEUBAGFDBrCYAPU+n4Sf85TLjPHMfEJ41FsyIRqxEuYKA5/n0c5zgybPvvDadwW3UhLS4DgCFE09Dr8tNHOP9jYb7m4+OxGds+GJw4DolPtelPAbtT2CKNVY37ZTVgNRNMFcqUa91a83N8NSd52mCuTtstJxWrQEMuM1ju0jlM+0qmoG+lCeXSs9TmmnRaOomm2TqI4TLqBFOt+zHusbJ/GqY1ZoCjl8rGoYPDK/lQpl/dMffsRShW4MOVkJ/DKbthi0OI/620osmME6pVr9ZHi6tkJO9Hc4HvusRk5jWdH5m7oJTYLHpuRJwdhXGYtsezgfeycxVny2tkTyYc4CCdRKeTUGk3WLkyxvttKNd49S3B5xs12X5Das/PtwV5f01WrN1rnSlf/9vI0hlWv7TRbTUGg1mhgM2qZcVnRqpUUKzW+7tIMD/bOKFXrvLcTOE9XDgDw6CDM7UUfZ4ksjabAlVk3crmMQqGADJhy24hmioQSWd5ZmWTdf8b67hnzHityWUujEkzmuDztolyrE8sWiGWKLPvs6LVqStUa/rMEj45a54BNr+bKpJX9aI7i+fm2fZ6S7TDpWPLaOYykiWYKLE7YMGhVPDi/rgAs++xYDVpenMYH3NdktHRo67sRppwmLk05CcSzPDoI8+ggzI98/nd558IU/9naMt98axGTXtNpDOx2OzMzM6Lv/zC0a4G2PWq3Vq/dLLR/3337jwpv2q3o9zOt6GPVHLzOrINhzcHZ2RknJyfcunXrtfrgvo3moFwu8/LlS9RqNZcuXXpjj/umaEXd+oLFxUXm5+dJJBIEAgFevHiBxWLB5XJht9s/9EXnn35pi//3L71L9bxQPYikOehyOtGpFCy7DciUapw2FflSlVAq3xN+5XMYMWhUrPuDrR/IFC0r0k4jcD75794G0FWDCU1kQsv9RiYffD5Csyn6c5tBw0lcvDGYdpg4GUJLiA4pLl0mjWjB0YZJqyIp4ZvehljB3o1ssUq93mTBY+EgIi6AdRi1JPKji2Cpyfiz4xhTDhOBRG4kTaoNqW3L0+MYl6ccbAdaBVKhPJ6jT3dR/yKQwKBRiW5DVEo5J0OEwE+PovjsRoLJPJMO01hhbgCpTA6bXkVqxPsFrWL8KJqmWm8y67JwPEKY7DTrOIqmaQqw6LWTyJ0NvX3bnnT7JIbTrJecmraxMGHl6WHLmWccSphZr6ZaGf2+9J8LS147D/Z6C/idswRem3FoY6VWKlj2OYZuKo5j2a4skhY0KgXPD1vF5V4wyZzbwlFU/LV+dhTFatD2vN+LE3Ye7QcBGR6zXvKzajaIbwfj2SJ3lyYplKs82Av2/lJiUyO2PdgLJbm95OOh/9V9ZIsVVlcm2fCfoVMruTLroVSpM2E1cn/n1flh1muwGnQdzcWm/4yrs26eH0epN5q8OI0y7bKye960zTgMxHNlitUGKkWGGwsTHEczJHbPuDztotpoUKrUkcsFPnNlmpNYlnAmT7Fc4+qsm/1QqvMa69RKrs258Z8lSRXKpIpVUsUkerWCix4j4VyV9DklMpErkcidcWXGyZLXRq5UGdBl+IOtBkyrUnJ7cYJitcbL0zh3l3zsBpM8OWxZ1QbiOQLn1+uVSTsWvRZ/MMGXX5wSSef5mV9/wLLPznWPmm++vfyBGoN+tLft7Qag/b3a3SS0LVK7b/c68SY1B4VCgampqdE3/BrFJ7SiDwCplORms8mLFy+IxWKsrq6+9oCMN90cpNNpHjx4wPz8/IfSSnwQvAlakZjwWKFQ4Ha7uXr1Ku+88w5er5dUKsXGxgZPnjwhGAxSrY5XrLVRrtb5q//ot/iff+F3Oo1BP+xGLS6TmqdnWZ4cx9nwh3gRSJAuVLDoNaz47HzD9VlmXRYsBi2Xp504jDpkilZB2Gp8hQFtQYsm1PqYy4RG6/tYJpPUFUglps66zJKUDs+QxGCjVjVUTDtpHx6+NeOUftw2TqLpEfdhIlkoE80UuOATNwMYJ4jMrFNLNjrlWgONUo5KIUc2Mvu2hWGT4FK13nEOCo9J1enm+2eLVa5IWJPOOM1Dw94EWjoHAMMIelI3LEbdSMvazjG4zVTPqV7uMcTi3QVveIztRLuhajUTow0gbEZdy6rUbR15W2hpFOJD7HXbeBlI9Ai6pTzqZ4Y8rkIuYy+Uwjoi4TuWKXK1jzp0fX6CchelTquQft9r9UZPIByAXquiPVoIpKU1HM8Ow53E7X6UajUi6cKARfP2aWzg8aC1PeinI0ErNb7/8feCST53bR6VUsmmP8TWSYwHe70i5myxgt2k63D3G02Bk1imIxguVetE0vmORuQkUcDnsGDWq6k1mmz6g9xbmQQEtk9jJLJFbEYNp7EM726d0BQEnCY95Vqdzb0gtUaDtRUfSrmMUrXO+m6Qcq3OvZXJjgajWG3wMpwjX65xZdKKz6Lh4oSJaYeRrZM4X3kZ4NlxjEmHibVlH+Y+k4FyreV2VKrUuLngQS6XSRoH7J4l2fAHKZRrfMPVWSx6LaFUjv/w5JC//e92+KM/8QX+8s/9e37n2TH1MbVN46A/gE2lUvWImqUC2D4MPnEren34pDn4ABBLSa5Wqzx48AC1Ws2NGzeGUo4+KN6k29LZ2RkvXrzg9u3b2O32N76x+KhpReNYlcpkMmw2GysrK9y7d4/FxUUqlQpPnjxhc3OTo6Ojjh+0FA4jaf7bv/cbBBJZbi148NoHi+8LXiu1Wp2TpPTkWqdV89vPTvi9nSCbe2G2TxMkSo3zXqDdGDCYfnxeqMqEBgJdmgSR52s3aIlJ0DWkUlQByVwGgFmXaWhxP8ryc1RxajNoSJeG00Hags98ucZJLCPqMDRK9Ax0igkp7Icz3F7wDM0EaEOvURIaUvQfRjPcWnBjNWiIj2FjCgy40ewGkwNhSwC2EUUmwPOTKGadeiw6VhvlSpVgrjaWCLjbOnOnr4AWQ3cjdRrPsjI5KNxuQy6TcdjVML6fZkLMKlT0MeQynLbhjS20wrcuT7cKdpVCzq7E5F8qZA7g4pSTVL7Ei0B85OvUnwLeb4Ebyoq7C7XRHTK3MunoscjMFMpclxAf1xpNFr2Dnyu5TIbQlBZnS+UhiF0zwqk8txZbLkMqhZx7F6apNQQC8VxPKnWt0UQuk/XkkLw8jfdoFLLFCmqlsvP5yBTKlMplbOfF+14oidNs6BTz93cC3F70olLISeXLbJ/EubcyiVwGp7EMe8EEa8s+NCpFR5DssRk7Rg2lap3750LmexcmMZ5nMVyccqDVaslUGihU6o6BQhtniRzr/iDVepO7S14WzzMdLAYNa8s+TuNZHh1EuL97Rjxb5Mqsi5sLrQTnbrjMOpYn7fz2s2Me7IVQIOPqlJ3L004K5Rr/+r0d/vRP/Rs+9T/8I378l7/Cpj/4oTIU+tEdwNYWNSsUio5V6usSNb9pzYHJNJ5189ciPlbNweumFbWRy+XY3NxkdnaWxcXFt2aZ+jogCAIvX74kGo2yurqKTqd7a85BHxU+SOKxTCbDaDQyPz/P6uoq165dQ6lUsru7y3vvvYff7yedTvdcUH/zwT7/+Y/8c760dcL6bpBHBxFCyTwGjYoVn53VZS9rCw7q9RoGnUZUvHh11oVKqeisizuQKwFZD5uonVHQ81wBhCZC10ddr1GKNgfzHukpfXBIIXs2xKbUIGJP2I1RIViVEcXpqIIdoFZ7RXMp1Rr4Q0muTPcWMrUxGtH+6Z0YNv2hocLtNqYcpqHhUwBHkQyzrtEFKLTe02BfEZwuVLg2OziBHeeiX6o2uDTtGCvQrI1cVSBTFH/MfhSLr86nbGm4379Jp+a0z3XFrJducGbdlh4+9nEsO5Di3A2lXM7Beb5BIJFjxTdY5PZjyec8l/yPRrt5Xpl0SKZ0B85tLsXQDgjLl6qdZGkpbJ1EO83wotc+kNuQKVa4Oid9H4F4luXz16pRG/xsDqOYvTyNDRS3aytTvDiNSxoCPDuKsDgx+N7sBOKijcj2aZTr8x4mnVbu756RL1fZCyW5uzLZc7v9cIo7y70/e+A/48LUq03FUTTd8+9EvoLFpO1YAR+EUzhMuk4C88O9EAsTNqx6LU1B4P7uGRenXDhMOpqCwPruGU6Tjkvn93mWyPL0KMLVWVcn40ClkFOrN7k47eLehUkOIyke7IcolGtsncbxh9MsTli5teDpcWNqbSVCnMazfP3VWS5NOXl0EO4ZzDQFgefHUR4dhM+zFbzMus3cXpigXGuwffJK+1KqNXh+mmT7JI7LrGdt2cec24LPbuSX3t3iO//mL/PZ/1crQ0HMwvbDoi1q7t4q9IuaP8hW4U3Tij7ZHHyCHnQ3B+FwmGfPnnH9+nXc7uGBNl/tqNVqPHz4EKVSyc2bNzvbj7cphH7dEASBer2OIAgfKvFYo9EwNTXFrVu3WF1dxWKxcHZ2xnvvvcfTZ8/5n37+3/Hnf/Y3yYvwxQuVGtlihXAyw/phgv14gXCmgFqlYNpl5uqsi3sXvHzu2iw6tYpJh4kLPjuzLjMTVgNypfrcmQjaK3+ZTIQo1Gl+ej/mUkWI1KTIbdERTIo3By6LbqgzT3GIA5Bc1irchmFUcvI4vvr9fPNao8l+OMXFrunzKIErtL58R8FjNZBI50ZuRMbRJSTy5ZE2l21MO8yizYY/mBrYHqTH2GxAq1CW8sbvh0WvIXT+Xo1z//lq78Gmc9KPM+sazF54eRoT3YoAovSWYTal8xPWjjgUWqLhUZAhY+skJhke1o2tkxg2oxaDhH1sGyaRx1X2bRuGuYJBy+WmXfBKPefqCOculVzGlFXLQWyw6d8PJXscgbqRKVa4Nu/t/HvZ52DzXCPwMhDn4pQ4zc0kEW7XvQ2A1jzj8owbnVrNUR+V8MVJDEefK9rD/RCzXfSiRlMglSv12Ks+PghzuSvb4yiSxucwdTY0h5E0Jp0a5/l97wTi6DVKps+L/e3TGIJAxxXrLJHjZSDG6rIXm0HDoteGTq3EYzPw6UtTNJpNHu6H2PQH+cqLAEqFgrXlyZ6maj+c4tFB+Ny+2otWpUApl3Ft2o5BreCLz495b+cMg0bFvRUfHhFaXrpQxh9MYTPoyJYqXJh0SDqYRTNFNvxB3BYDhXKNCz4HLrOOYDLH3/93j/hPf/if8c0/9H/xU/92Y+B1fx0Qs0rt3yq8nwC2NzWc/cSt6BMMQKlUUqvV2N3dJZfLsbq6iko1Pjf3qxGFQoEnT56wsLDAxETvxOZtpxW/DnyUwWZtnYLb7SaYzPG//bMv8pWXQcnb35hzsRtMUurzhK/UGpzGs2i9dlKFCmeJ8MDfyhSKlggZWWtTgIBMJu8ElLWfldBsopDLaPa1DCqFnN1QevB+QVKsO2U3drj2Bo0Kr02PUatGpZBj1qtJFSodpwpoFTQt+lLLMtNpUJEo1AZq1xmniaMhwW42g2akJegoX32lXEYkO1islmsNjqMpFjxmzhL5oduPNoY5/LShVwrspaqsLXlZ35N2CxoXpUodt0U/0qlGaquRKpRZO3e2ghbN4zQ+XiqxSadhwmrocUuRwpTTROak9Trvh9Mse234JcKYdGpljxsTwEE0h8esEX2vxKhlhUqdO4sTbIq8xmI2rS/PkqiUctEJdj/NaicQR61USOqDAE7iaRpNgSWfvePAI4VGU2DZ5yQw4nV/cT55786+uDTt4lkXtefFaXykaDqeKaHTqHgh4aS0fRrFazcRkqAy+UNpVnw2zjLiTd6wpOr2faqVCqq1Rs9kWy1BtX18EGZxwjaw5TiMpFoi5L0geo2KFZ+T9Z0gCrmMOY+Voy4zh3y5yvKkl0T2VZNfqzdQyOUo5LLOcUTTBa7Pe3h69GoT+yKU4daCl0cHrXNpJxDn2pyH7ZNYR58w6TB1XvdgModJp+bytItAIovFoEGlUPC567OUKg1K1TpniTw6jRqdWslGl4jaatCyuuzjwV6QptAOSDvDbtJxbc7G44NwJ9MklMqType4s+RDhoznJ1HSXWL/dLHC/d0gchlcnrQjk8vZOnc+urvoZS+U4nHXxlmtkHNtxkG92TIsaMNu1DFhN3RMLg4jaeQyGZennejUKl4G4uyFUvzEr97nX7/3Ep/dxOeuzfKH7y73ZH68Lsjl8h5RczcFGKBer3du86a2BGIoFou/r2lFH6vm4HUWhAcHBx1rzzdNI2rTYV4X4vE4Ozs7XLt2DbN5kMbwtUyTgo+2MejGF58f85d/7j+QOl+920xaPBY9KllrW1GutWz2Hp/ERafQSrmM24teHuyHRXn8NpOBdKlGK9W4eR54di42lgm0FoECKoWMGnLmJyzsh3sLkouTdp6dDvKelyas7IXTAz/32Q3YjFpuz7uJZosEEnn8Xc3F3UUPD/YjA38HMOUwEEi0ihidSsGk04TdqCVXqrEXTuMw6YY2B5N2I6nC8Cn0MN4+wLTTxKGEO0up1iScyrFg1/EiOvx+lHIZJyO2HAAmvQ4osLEX4uKknZcSlqbpMRoNgGi2wJTDNLI5EMku62A/lO4UnZN2I6cjrGHbMOvUY+cW9NPHpKbB0NoEvDwbPAdnPQ4i2cGmOiPhIiVFSRMLfsoWK9ya9/DoYLDRKVZ6p/HZUpVbC+K3hVZuQPtcGHezUqzUCI5oQAvlGncWvT2uPv2c/KYgMO+xDW0ODiMpvv7qLF98fiz6e0GAGZdVsjmYdpoxGfWA+Ln77CiMSacSDTYMxLNcn59Ap1axvnPW93cR5j02DkXyGgwSzW04mcdjNWDSajvUykZTQC/iaPRoP9RxIWpjP5Tk3oXJnmN5ehhhdcXXKdoFAV4GYixM2Dr0smdHEe4s+dg6juJzmLEaWpufC1NOkvky2UKZ03iGi1POnuL/0rSTeK7UoeMFk7mWk9BZnGypSrpQZsN/xpzbil6j6tiYJnMlkrkSLoueOY+V01iGWbeNnbMEX37Rsl3VqpSsLrdsV7vPpaYA2+fXmSW3AbvJwIuzBPk+Clu10eTZSetz57ObmHKaqNUbHMezneN4dZ9C52calYJbCxMYNCqeHEU4imb4yssAP/YvvsLqspdvWV3hD91Z7NCvXie6rVKBnpDSRqPRYTR8GBbAB8Unm4NP0IN8Ps/p6SlOp5OVlZU3/vhttf/rEN0IgsDx8THRaJS7d++i0YxHYfhawptoDBrNJj/xq+v8vd980MPZT+XLnWnzgsdKpdnk4XEKmawVcmY1aDDqtOg0KrRqJXKZjEKlxvVZN/VmszNplwH5SoOjeJ5uGlHbhejcgghkrSl/IFnAazMMNAaApKCxnfIrk8EFnw2TVk0wmSeQyFOrNYhmxQu0SFq6aDXIX01pS7UGe11NhV6jxKpTcX3GyXYgIeqeI+W73oZFrx76+NB6XlLNAUCx2sRkNOApN4lIPEdoaQSkLCC7UT+v0gUgU6qiUysH/PMVctkAh14MaqWC01iOo2iWBY+1x/a2H5khzUYiX2J1ycvGXginRT92c9BoChzHslydcfF8iJ8/DNJdnh23qDRi2xazBFXqRSAx8HrJZEi+Vv5gklm3heOu98VjNUg2NGIp00q5nMPwYBE8zM1pwmbsNAdH0Yzo1LsfBq16YNothmKXLa9KIe/Ya3bjNJ4d8Pzvh2yIgQDAbjDeyR/oh9mo4yCc6pm4d6PWELgx7+opiruhU6vYlNim2Iw60ebg6WGElUnHwPMVgKVJF1/ZOun5+YvTGLcWvTza790cJfMlNCoFla7ty6Y/yLLP3rEBhZZ+YNFjZf/8/ShV6xQrNS5PuzDo1DQaAuFUgevzE69so2lR1gwaVeec3PAHWVuZZGP3DIHWZsdq0HJt1t3Z+GzuBXGa9dyYsHUanDY958a8h1im2Cn23RYD9XoTpVxOo9nsSb4u1+ps+IPIZTJuLUyQL1e7rE0V3Jif4OF+iL1oAY1SzorHQL7aJJgavK5F03mmnCaeHcW4OO1gxmlm6yRKrTH4fldrDdRKOV9+eYpZp2F1yUuuXOVlIMH93SD3d4P8jX/6JT59eZo/+qmLfP21WckE9g+L/q1Cv11q+/8flVVqN/L5/O/r5uATzcH7QCwW48mTJ0xPT781IcrrcvFpNptsbW2Rz+e/qhuDD+OYMI4j0YdFLFPgv/47v8rP/MYDSTFvy1UiRzBVPD8uSJfqHMULbJ0myOVy/N7LM764dcrmXphHhxGeHcd4ftyiGfhDaQ5j2ZboWBAQms1XjQFg0qmwm7TMuc0EzrUB047BdadcJmNPgjrUaDZZW5rAbdbxIpBkfS9MIJlnymGUbAxsBs1Qm1K9QfrCWazU2Y9keHoSw6JXs7bkwdtnJzoqlGrKPnqlKx9RJAE0ZTJUCjnWIfx+25jc/1D61UQvlMxzVcRO1Gc3UhkjsXnKYaJxflINc6lRymUjcwIOIynUSsVQp5p+tKfi42gt+j36a40mKz5xRyEpB6RcqTqQaDztMFOoSl/vHH2UoEmHtIB76yQ2YFk7P2GlUBk8z7aOo5h14rOz/vPSPiIBHFpuOONYtr4MxPGdf3YvTrtEk4mDyRyXpqRF37NuKxv+IHoJTQa0BhfXRAS/M24LTw7DxDJFrs+JOxMB7IVSoq5UchmcxdKiOhFopR1PSnxu++/P5zDRbApsH0dFi81QIjfwuQgmctxY6D3uRlOgWKn38PobTYFcqYbbYuDmwgS3l3yUqnWqjSZPDyM83A9xlsiyvnvG2oqv83fxbJF0scKi99W5vb57xrU5T8fxLF0o8/w4wr3lyY7LWzxb5MlhhFsLEz06lSeHETRKBd9wbZY5t5WtkxiPDsIEEjk2/UE8FgN3Fid6xMlNQeDRQRh/MMmlKSd/4PI0Zr2G+7tnnWavUm+yE8lzlioybdex7DbQlkFNOozMuq2s7wapN5s8P47x+CCCXqNmbdnHQpdOw6RTc23Wzf3dIILQ0pVs7IV4GUgwYTVwb8XHrMtMvdkklMrxQ//0i6z95X/If/v3fp1f2/SPTLf/MOi2SlUoFOzs7DA1NdX53m87IH1UlOhyuYxO9/q3JV8t+Fg1Bx+0OBQEgf39fY6OjlhdXcVkMg1Ymb4pKJXKD/3YlUqFzc1NTCYTV65ceau8vWHoD/R5P3hdwuNh+PKLU/7I//YvOEvkuDHn4d6Kj7tLXi5NO5mwGnCadFydcbPuD4lO6KadJpa8Nl5GCgOTyim7gRWfjc29MJW6gOzchlQmA3lfgXdt1oVMJuuh6Ihx6Fd8tp5ANRC4Nu3gzryLhwdR7vtDhPsm8d4hBc3MCCedYXoBvVrRCVVL5Mus74WJpAvcmncx42wVD6PSdg3a0YvPbHF0JkWmUCaQzOMy6QbcVtool0a79lgNGuJ9jdTGXrhH+AzgkvCD74e9q/B9EUhwXcIFaMppHikyjefK3Jh3jx2opteoOrqA7dMEs07pRsxm1IrSng6iaZQi15Zh9Jr+TcOognr3LNFj2zisFxRoFc7dkKJCNAVY8Q02diqFnP1g76ZhN9jSM0jBotewG0ywE0iMbM4EoZUGDcMbQv0Qi1+PrSUsHeVsJHYuuMwG2tvJ4pDCLl0oDxThAHeXJzlLFdCoxN+IRlPAJ9HAPT+OdkTLHquRRqNJNFMgXShzWeTcj6Tz3FrwDvz8gT/Ikrf3MxdIZLnclQEx57Yy67Ex6TTz5CDCw70QmUKFvWCSS30ZC+s7Z+c5By1kCmXCqRyXpl+dH0+PIrgsBrznHHxBgPu7AebcVnxdvPyWw1CTdy74uLcyxeKEncNoht9+dky2VOHukrdHJRZM5niwF8JnN3F7YaLndxcmHdSbTX53+xStWsXdJe+AhSnASbLIbjSPQavmU8tuatWq6KarpX8IchBOM++28gcuTTNhNfD0ODpwW2jlr9zfDXIcy/LZKzPYjTpUitbW5t89OuAv/f++wNpf/od83z/4Av/h8eFQDc+HQbPZ5Pnz57jdbmZmZtBoNKjVapRK5Wu3Su3HV2vt9DrwCa1oBOr1Os+fP0ej0XDnzp2Osv5tufd8WHFwNpvl2bNnXLhwAadT3D1CCq9b6zAK7df5/XwA3wSNqNkU+Klf2+D/+LUHnalqv8Dy6oyLSDrPSTTFtN2AxahHo1Igl8uQI0OjVlKt12k2BVaXX30hKOQyaApkiiVimTxyharFHpDJkCGgkMupd/UR7cK+W8S4PGHBL0IpaotWVQo5N2ddhNJ5np3EuT3vlpwOizU1bQxz5LEZNASHOA3Nui09ojg4n4gdtr6I7i15R4qEKyPEyCAMvC/9UMjoNCn+UIrrcy62ThMDdApBMXpNPmk3ilo95krVHqHpsMyIbvSfuqlCGaVcNtBIOoxajsRlHz04iqYRhtBlujHjNPOy6/1Ry6X/bsphEqUPxTKlAZ6/w6QbqmPYD6dZ8trYkxAz96NQbXBroUWnADiJSCcIwyuxZft8Lw5JOQ6mCrRjQdpY9Np7XhdoFVU35z08ltAoLPrsPNwPkSlWuN11rJLHGE2jVsrZEaEUtfH8uGVZmunT5KiUcnYDreZlVOL3zlmCCYuWcKb13nmsRh4fvnoOO4F4Dw+/H5F07+vjMuvZPqef7YTSTLssnIpstB7thyQToWUyGVaDFrVK0aMdeXwQxmM1Ekn3/s2Tg/CAuLrRFGg0hYHPyoO9EO+s+ChUGzw/jnJ0fmz3LkxxfyfQ81j9P7u/E2BtZYp1f4suVSjXOAynuT73Stx8FE1jMWi5NO3kxTlffy+UxKBVcWdxgnShgtOsJ5Iu8N5OkCsz7h43t7buYN5jRadW9ugAAvEsgXiWGZcFr91IuVbnyeGrov0kluEklsFp1rHgsfL8OEKx+ura7bEYcFr0/J4/ilwm4+qsi0ajwctAUpSdZjfp2NwL0RCa3Jz30Gg22TqJIXb5uLfi40vntC+ZrNW0mPVq/MEk6UKFf7Pu59+s+7k66+bytJP/5PYin740PZDJ8UHQbDZ5+vQpTqezJ624TT9SKpUdUXN/UnObevRBCvxuA47fr/j92/a8BhSLRTY2NnC5XFy6dKlHHPO2moMP89jhcJjnz59z8+bN990YyOXyN/5heL+N0JtoDGKZIn/yJ36Vn/y3m6IFtUohZ23Zy9ZpjFi2RLZc5zRZ4PlJjAf7YULJPKlCmS9tnfDeTpB1f4gNf4h1f4hqvcF+OM3v+UNsn6WJF4WW0FQmQykHARluy6tp8tqSB5lc3tMYQMsRQwzBVJ7VRQ9WvZqN/TCBxPDie5iDETAwJe/GqK2CaUS4WaVWJ5zKs7bkkbTgG2VzOuUwURhipQotl53uJuPpUYzb84OWxOOEYyll4p+Ps2S+Z+ov5XXfj/4wtdN4jlsLg9PgcahT0KKVzXvE6R796Hc/OogVRC0TocUxl0Khr/ieGrKBaMPSlWEwTHjbRrvAt+g1RHPDNyPRTLFDXVIp5OwPaUKCyfyA/aaUU09jyLWx+7o5KrcDWs/5U5dmRClFnfupNbggQi26OuMmXWwV+wfhFEsjMht8rlcZA7Me60BTbDNKb7lOYxmudW0nZtzWzudNEFobDDE0mgJmtXjpcRhOcWnGNSAqr9YbTIqcO+Vay81r4H4ivTkHLpOGqzMu/OE0wb7P8vpugBvzvZ+r+zsBVvtyEjb8AVaXX1GMyrU62ycx7i692l5kCmX8Z0lWlyfRqBRcn/dwecbNcSyL1ahtNSXneoOtkyjpQom1FV/Pxuswkmb7NM6NeU8rD+Uckw4TToueDX+IdL7CrQXPgH11PFti3R+iKchYXfbhsxlZXfZRqNQ6OQetPIQYLwJJPFYDayu+Dm1SKYeLEyYe7Ico1+rU6k0en9Nc7UYda8s+ZtqbLWVLqHx/95UmQxBaTeeGP0S+VOParJvbCxPcmHNzGE7x+d/d5nt+8t/wzl/5Of7H//M/8uXtU1F3sXHQbgzsdjvT09OStxsngO39WKV242vdrGUYPlbNwft5IxOJBI8ePeLSpUtMTvZeJJRK5ddUcyAIAn6/n7OzM1ZXVz+QXuKjTiwWQ1t8PQ7eRGPwlZcB/urP/xaNpsCNOTdzbgtm/asiasZpZsppZt0fGtAfyGhpD+LZIrt9tASf3citBQ+ZYpVJu4mLPjsqtRrkctQKORNWA/Um3Jh1EUyXUchgxdX6onl+0usyoZAx4DqkkMGnL3gpVxts7IWJdRX1MuiI8vqx4LFIOsKYtCqOY9IFs2aEz395hF+7WqWg3hRY94dRy+XcWegt2K360Tan7jHoOw4RL/iNvTCrS6+KBa/NQG6Mgr42hO63uR9m6TzddBzbVCkh7l4oPZDmnB0zt2DCauQ4lh1KgWmj3ve5awjieQMApar0a7MbTPUEkGlVo5fVz49jmPUazHoNJ2MIt3fOksy4zMy6x2t8Gs3WdWxhwjZS19Lf+EjlYWwdR3FbBq+rSrmcvdCrz/v2aWws+8dxpplibkP979uozIYXgQRGrRqTTsNzkfXT8+OI5LABXjVFF6acAxuRJwdhSVrYQbzQoeB04+KUdPDeo4MQyyLJ2E8PI9wU0U883A8x57ZwyWsmXWyFjCVzpY6mow1BaGULTPb9/NFBiKtz7p7bbfrPepqBerPJg/0Qa+e0I5tRx81FL5VagxvzXl6cxtnwB4lnizzYC2ExaFnu0uKUqnXWd8+Yn7B10o/beHIYIZIu8NkrM7xzYZJwusDD/TBNQeA4luHRQYQZl0W0SSjXGgQTOWwmHfVGY+A5txFOF1jfDZIv1/j0pWnWLkzxMiJ+XY/nSqz7g5zEM9ycn+Cdi5Psi4j5u1+bZ8dRZDIZ++EUK5MObsx7WinThTL/7N1t/uRP/Arv/NV/xP/8C7/Nxm5w7Eah2Wzy7Nkz7HY7MzMzY/1NG2IBbO1aY9wAtjfNongb+IRW1Ie2g08kEpEU6ioUiremOXi/zUG9XufZs2fo9foPZbvaftw3mecwbkPyQRKP3w+aTYGf/Lcb/PSvPxDdFmhVClaXfUTSBeQ0WXEbMJmMnaRctbJFJypXG1yf8wAC9YZAQ2hi1mnYOonz6KC1IrYZ1BTqAo0mTFj0mPSalnWoDLLlKmadmkm7gRdnSW7NOnl03Es9uDhpZyvw6oJ9Y9ZJIl+m1hCIixQ2y14buxLTU4dJx77E5mDObeFZX2PSjXRh+AT3ND58Et89NU0WyiT3y1ydcRLJFIllS0w5xCk83VCK8G/7oZA4Vx7uRbgy7WDrNIHHoic0RkGfq0pPj5sC1JpNJqyGkRsPaDWMYpSo/twCmUzculMMGpWCaKbYcS4ahoBI2NHWSQyTTj0w0R71XnZP24dNw9uo1BvcmG9RLka5JLUxYTWO/bnfOUti1ipRNEc3fM+Po5j1GrLFChaDhgOJz0pTgLkJ64C16cqkg+3Aq+cgCC3dQ3iInkallPPoIIzdqCM5hBp0Gs9yacbVyTNwWQw8P+59vbaOo6LvWRulSo21lZaP/n0Rh6FKrcGNhQnWuyg23dg+ibHotdMQcbmpNZrMeayi2596o8mU09JDLbo17+bxUev4L/lsvAj2vtaCgGT6eCiZQ69R9tjSem0GdAqB3Uiuhw7z/DjK2spkTz5FvlTFadL3uGXVG032Q6lW0vR5gycILaejO4teHpw3Q+0Bw9dfnePdreNO8Bu0KDbxXLHTVAaTOZRyOfcutByO2se1H0qikMtYW/bx/DhKsVpnccKGSa/hd7dPz6lJXh515SAAHMcyHMcyzDjNaORN9qJ5FHIZd5Z8PD4Mc9bVQK747Bi1ap4cRgboQddm3Tw6CFOs1JhymvDZTeycJQa2lwBzLhMnsTTJwzIqpZyb8x4EQWDrJDZAeby3Mtk5r9r0QqNWxfU5D5VanRfnDdvjgzD/Zt2PRqXkm28v8P+4s8S9lUnRrWi7MbBare+7MejH+7VKbd++VCqh14+nHftaxcdqcwDDtweNRoPnz5+Tz+dZXV2VdPD5WqEVlUolNjY2cLvdXLhw4UMVzW/jOY9DK/qohcfRTIH/+id+lZ/6NXEakdWgZWXSwbvbp+wGk7wMptmNFniwH2HDHwJkbO6F+NLWKev+4Pl/LQpRPFPi3e0ACrmM1cUJ5txm8hUBgVa4mFGn6WQKXJ9xUWs0MelUvDj3tI7lBy/c1UqrYJ6261nxWnhyHCeQyHfSawePX9qFZxglRymTfl9UCvlQ+1CvzTA0v0CGeHLy85M45UqN2wvusZKRpbYe49ymIQicRDNMOUyM0WOgUSlGUo+Oo1l85vHmMcO2Hk8Oox1Rs89mFHXbEUOb33wcywzdHmiVctFzq1Cpc7mPZjNhM4xs0p4eRXGadchlMo7HTFg9S+REw8+ksBNMkCqMTrmG1hbk4owHQT76/qv1JhcnW8950WMf5h7K0bmeoRtGEf/+w2h66HXq0pSLdL48khIEvZuNhQnbwPGVa3UuTQ/S5LoRyxTZC0rrGw7DqaE6mWmnWXKC/OxIevPwaD/UcS66NufpNAYAiUK1pb/qw8tAnFtLgyLkaKbAtS53pduLHkLJHC/DOe4uTw3c/tF+qMdxCFqagQt953epUiOVK+Gzv9pyNAWBl4EYn7s2x+VpF8lcmfXdM774/Ihbi96e12rnLIEMWY9zV73Z5P7OGcs+B74u56ZGU2Ddf8bVOTefuzrLfjjF44PWpiBXqrK+e4bTpDunFva+0yfxLP5onnsXJvm6S9Ns+M8GNFm7wSQPD8K4LHpWV7wYtSp0aiV3lrw8PG8MAALxHOu7QUqVOrcXJrg4+eo8vL3g4SxZIHmuMWrTjp4cRTHpNawu+1icsKKQybi75BVtOPPlGg/2Qzw/iWHUq/nGa3MoFQoK5RqJXIlf/OIWP/VvN3tsfTuv/bn42GKxMDs7O/D7D4v2VqEtalapVJ06pNFodOhHuVzuk+bg44Jyuczm5iYWi2Wkg8/XAq0olUrx8OFDUVrUB8HbSEke9VwbjQb1ev0j8zT+vZ0z/vzPfoGXAfEJ+dUZJwq5jKdHg24OPruRC5MO1v3BHk2A12rgc1dm0GtUTNiMzLstLHptxHIlKg0Bo0GD3ajl+qyrhx5k1qvJFisdSsrlKceAZkCvVpCtwu15F2epIruhVoE+YZa2HBXbJsA5H1skFK2NYVzwBY9lqJDZax1+UZ1xmgeCqdrIlWs83I+g16gG6DXdkMEYlBRhaN5ArlyjUa+Tzo7WG0w7TWNZfsqUaryW4VQPYGjxXqk3mHG1igoxvrUUAol2cFeRG3PSBeOUwyRpy7sbTPW46Hitoyky9abA4oSdaZd57EbmLJmnPuQc6ke11sSkG9+OOZzKcyDity+G9jZgVHZANFPkSp+rzlly8PyKpgsDt+tG29LzJJbpyjwXx7PjSMdxKSCRXxFKD996Ocx6vEMsYGOZIjdEXIGgRRPbCSTw2sRpK6VqnQvT4vq2RlPA6zDjsRrOP4evnms0U+TOkvj31nE4iU7EpvXhXivPoCWCj9I28Hp0EGTeY+u5ba3RpFytDVxDHh+EWbvQ+7jJfAlkMmxGHTMuC6sXJpHJ5Ly7dYxWo+z53D/YC3Jh2tlzv/FskcNIukevAJxP5svcWfKiOA/AXJiws74b5HeeH3NjzjNAVQul8jzaD7M0Yetp1C16dacY/9LWCV67ibtLXtGmrk0lmnSauL04IRmGV603eLgf5mUgwazTzP/t+hwHkYzktT2VL7PhDxJO5bmz3HpOYlS7bix77Xxx65hnx1FsJi2ry17+i09d4B/9d98yYF/btl83mUzMzc0Nvd/XgbZWQa1Wd7QKSqUSQRB49OgRZ2fDk9G/1vFJc0CrkH7w4AHLy8vMzMyMnD7LZLI3Xii3MU5zEAgE2NnZ4c6dO1it1jf2uK8bUg3JR51f0Gg2+du/cp8/+Xd+lYf7YdKFClqVAp/N2PryWfDw2SvT6DQq5j0WLntN3JhxsLbiY23Zy2cvTzPjNGPUqbm14OHytJNJu5F7Kz5y5Rq/s3XK+l6IhiAwYdVTazSxGnVYjXpMOjUWvYYHB68ajk+teHlvN9gz5e73BJcBq4sTlKp1Hh72ukr05we0YTdIB4Qte60DQuc2dCo54SHCT8uQdFyQpga04RrDN/7ZcQybQc2chPB5ymmSbDA6t7GPvk0oXcRqNg5MhPthG8HtbqPWAJNBN+BE1I9RouWH+xHm3Zaxcws8Vn2Pje1pLCf5t/YhW4tUocz1LkvIcfQL0JpaTozh89+GQi4bOqXvx8KEldyINO1uyIQ602OIo6EVdDbnMnEyxtaj+1o05TRLbpOUcnGbUlWXS1E4lefK7PCpf63eZGXSwYUpp+RjncYyzLukm7h4tjRojdWHhIT5wI2FCcLpAlMSehRo6RakhNzPjyJMOi0DrkvQKp7F8g2ShQqL7sH3Tq9RYTdoeNw3rKnVmwgIA+f7WSI3sCkA2Ng942afTatFr+XitJNEvsTGbpB8uUqjKfB4P8ydvk3G1nEUj83Qo2eq1Zts7Aa5s+gdsKhVyOXcXvRxGE73OEM9OYqQK1VYW5kcKPL3Qim2T2MsOHTcW55AON9Qt/uUs0SOzb0QTrOetWVfj7OcjBbd5yCc5ssvAoRSea7PuQcyRtqwGbTotWp+6+kRhUqVWwsTXJkWv63DqMGkUbJ+Ho4Wyxa4NOXk7pJ3wFhibcXXckQ6/7JK5kpMOU386J/8RjR92iRBENja2sJgMDA/Py/62B812luF/f19fviHf5if+7mfeyvH8abwsWsO+gvJdiF9+/Zt7Hbx0J5R9/EmMaxIbzabvHjxgkQiwerqKlrteAXLh33cjwpizcFHLTyOnoea9esLyrUGwVSeSrVOOl/mS1unbPhDbO6F2Q7leHKSIBDLkitV+dL2Ke/tBtncC/HoIEK5WkenUfP8OMai18ZnLk9xZ2ECk0aFXqdFrVKhUauoN5pki1WMWjXFSh25rOVIlCyUe7icDqOuR4g87zaz5LUQz5dFaTLZsvj75jYoJCfEwxIuF7020eTUNoYJVKFVYH4YOM1a4rkSgWSeUCo3IFYGcJlGn/suy+gmxGHS8uAgyt2lQZegbozr5BVK5dkJJrm7KB0wBXAUHT7VFmgVQ+M6H030TfgjmcKAQ0sb1drwwUcgmetQPjJj5EhA6z1XvY9U9zm3lUf7kR46xzAYtWr8oRSLE7bRN6blwmPUjx9gZNNreoT8Unh+HMV53lxJhX29ut3g41+a6g0+G8eJ6jSexSRCX+qG0SjemF2ecXEUTfP8ODpU0H0UTXN1rvd8sZ2770BLfOwwiTeVhXJtIDugjZsLXsmk50yhLJnVsBPJMuV8NRiw6dVoVTLW98LcXhz8m6NImtsidKSH+yFWV3o3BYLwysb1wpSTi9MuXgTi/N7LALMua0+h3RQEHu2HubvUuxU4CKdQKmTM9bmDPdgL4bOZuDjp4N7KJDLkrO8GW2nTMrjZ95lsC5Z9DjOX+zYw0zYdDZmSjb0Iy177wGcczrcE/iBGnYa1ZR/TDjNXZlys7wapna9WBKFF/ds6iTHjMrO67OsE6C377KhUCl6cb89r9SaPDsJsnQvr7634OtvLJa8NQSYnnH11fRcEeBGIs7nXotLemHNzfdbNvZVJ1rtcjgC+55tu8De/+5sGLE7bjYFer2dhYWHgOb5J7Ozs8D3f8z384i/+Ip/61Kfe6rF81PjYNQdtNJtNtre3O4X010rSnVSRXqvVePjwIWq1muvXr3cENq8LXw20oo96Y/Du9gnf8sOf77Fm68bqkpdopiA6bV9d9pIqlDve/QaNkoUJK5+5PIPDrKfebCLIWuLMpiDgMOlQq5QUKnWypSqVWoOzZJ4Jq55Hh1FMWhWXpuxkSlV2+oR5ixNW6k0BrUrB2pKH03iWZK7My7NB3q/bIi0qVg9pHqVcWYChyasy4DAqTdXRqRQcDdEjjHps6E1GrtSbPDiIsLrk6eEoj+OhPU6xOnlenK77Q9yck6aCjDpmaGU/tMPCtk7josUhtKb8+croRnzrNC7KyxaDWKDWaSwrKtru95LvRyhZ4NqsG4V8fA0BjE687obDpEMApobQXbrRboptxvEGIuWGwLOuQn4UNFrtWBqIpkCnQcmWpDcZ9WaTBe/gMKp/IyjlgtSNVL400iL1+XFU1LGm+3PisgxvxJp9A4Fln6PTnFbrjQEOfzeeibgeXZxysr57xqODcI+DTzekHI9q9QbW8/faazehVCqJZluv99ZxDIdxsFna9Ae5MDmo43h8EBp4fLtJh9NiIJ4t9tBKt09jXJp29XzumoLAg/3ggPVpJF0gnilytWv7M+0yYzfriGQKVGoN8l1BdKl8mceHEe4seQeavZNYhu3TOLcXJ1j0WFj2GDlNlzmO584fP0QiXzy3JR38DCRzJWqNBg2hiUGrltSBnMSybPiDyBVyvvH6HNVGY0Bk30Y4lef+bpB4tsTnrs1iNWjJFaUHP9V6k62TKKVSka3jCLfm3VycciAD/sq3vsP/9B2fGfhOFwSB7e1tdDodi4uLkvf9JnBwcMB3fdd38U/+yT/h2rVrb/VY3gQ+ls1BtVplc3MTnU73kRTSHyXEmoN8Ps/GxgbT09MsLi5+JJuNt7056HYket3C40azyf/+r+/z/T/3W5j1LT/sO4sTrC37uLfi41MrPr7h2iyCIHB52sWVKRsXPEbuLHr41IVJPnul5bF8YdLBxUkHDpOOWbeVcrXBuy9OeX4SxWHUsTRhp1JrYNRpyZZrJAoVXp4lsBm1PDuJU6rWaTRh2mHEYlCzdZoYKHLlMhlHsSxXpu3YDBrW98LUmwILE4Me5YAk7UYpl3EgUcQb1MMFxYmc9BfAnNtMfsg0e9ZtHnC06IZW9So5WQpi4Wsbe2EuT9k7XF8xl41+jGMB2m29uRtKdtKbe49HMVS70Ea3VWKhUus0Hv0Yl37jtRnIliojKU9AT9hSG5FMgSVn72NZDRpJ8Xo3cqUqMy6LJPWsH0atmgcHIa5KUBf6UT2/1myfxkX55d1QKeUcntMx2jaow6BTK9kPJWk0hbE3DYVKTZJ20Y/DaBqrQcvuEJEvwEE43VNkqkSCzxpNYYAv349L0y5agSjSEASYcvROsScd5k6AF7RSfqUSo+GVMxG0AtMe7feGvrWdncRQrNR6KDwGrYp0sdJZGkg16uVanUmH+Ebj+XGUr7s0Tb1RJ9bVnFfqTdy2weteoymQLpQHtqK1erPjRqVWKrh3YYpopsj67hlW42Bq+pPDSGvj0QVBgA1/b5IyQL5c5eVpjM9cnuHW4gRniVbicasRCLO24htINX6wF0KjUp47272CRqVAIZcRyxYwGQwDf1erN1nfDVKu1bm34us0GCadmtuLXh4dRAgm89zfPaNUrXF32StqJ6tSyLk46eA/Pj3iJJrh6oyL67NuSfXL6rKXLz4/ZnMvhF6rZnXZx4LHOnA7o1bF8qQTfzRPvlLn0WGU3bME3/cHL/Ftd2cH6ot2Y6DRaN76xuD4+Jj/6r/6r/i5n/s5bt68+VaP5U3hY9ccZLNZNjY2mJ+fZ35+/kMVmW8jIa+/SI/FYjx9+pRr167h8QynPrzOx30T6HYJaFvHvm7hcZtG9DO/8YBkrsRhJN0JLFv3t7il/lCK3352zOZ+mIcHYbYCKXYieUDGs+NYh2L0+DDCWTLHvMdKOF3Ae64zuDzlAjm4rXrMeg374TTRTImnRzGuzDj58ssgTUHg9oIHvUZJqlAmkMizOGFl67S3WLg67WTaYWTrNEGoSxSclCjYsyXxQn3ZZ5Ms4pd9dtEkTGhd4I9EnITacIrkBnSjP1yrH3Mu81DKEkCuLE5leXYSx2XWMmHVj2wwZIy24ITeaXex0vK+7ufOzjhNQxueNvo3Lo+PoqLCYLEpvxgMSoGjaJZrM6NdbaTEqslys0c3MO0cb1K/H04zOyLorhuzbss5fWS8a+bZebOVL9d6Jq9imPfYOs4slVqDS1PDX4/FCRu1c+vNg0gK5YhrikalYDeYJDxGIBu0xLRzds3I8zieLfZQdS5OOkUtR/fDqaEbokqtwfOTaA/NRgxbp9Ge7UerWX11v9V6g2WRyXo3zOcBddOuQdOBYkWaPgTw9DjS2excmnH32Llun8Yk3+dH+6GBMDpoWbdG0zmyItS2F6fxgUk+tKb5XstgAxNJF7g+N8GEzcj93bPOc9sPJbkw5RwojB/sBVld8Q3cz/3d3gZhzmPlypyb3315ct4A9Z4T67tnzLqtA9kX8WyRp0cRbi96Mes13FyYwGrUsrEXIluu8/Awgttq4LrI9aNUrXN/N4hMJuNzV1sT/f4MinKtzoY/SCST5+aCh4XzjIUJq4EZt4XNc6tjQWg13E+PonisRu4tv9pMqBQy7ix6ub8b7NBTM4UKG/4gB5E08x4ra8s+rAYtLrMOp1nfSY6G1lDlJ//sN/NffuMtUqkUGxsbPHr0iNPTU4rFIi9evECtVn9kA89xEQgE+ON//I/zsz/7s9y9e/etHcebxseuOchkMty8eROXa7wpkBTelp1p+3EFQeDw8JCjoyPu3r2LyTSeuO6D4m3QiuRyeSeM5KOgEf3u9qkkjUgpl7G24mP7ND7g6GMxaLg57+bBfph8uYpKIWPObWFtxcvlGReRTLFl9db25ZaBUiYnX64TThUp1xrEskU+d3WGr+y0LsIapRydWsGzk1inaO9fLd+cdYEMHhz0hhVNOYyi1CGbQcNuHyWpjWEJxcohmzSPUTm06OkPYerHKGrJqKmvDDgZEr52FMti1qtGTt+nHMaR6cnQSpXuRiCZ74SZtWEzjueS028tCC03m/5mY1wdgc3SKgaPo5mhoXMTVkOPGLkb0UyRm10F6qgpfS/G/zwazzc6z0/iI8PKJqyGHn5/JFUYqpe19p0zgXhu6O31XU4ysWyJq0PoYgBLvtbG7ySW5ZKE887AMY1pBNHtyNQvwmwjni322HR2w201sH0SQxCQdAxqo1CucWWmVUwatCq2RDIk9oJJ0c1cG08Pw9yYn+Dhnjj18sVpXJJ2WKrUWJl0cmXGzaZ/0Oll2HlfrTd7nJssBi0qOeyFM1wXCUBrHUtM1M3LH8lxbebV+yiXybi94OHLL1ouP/14chgZ0CUAbOwGO+Fn3bi/e8Znrsxye9HLcSzDk8MIggDr/jMuz7gHrut7oST5coXbC4PPI5krsThhpdlsEulrTs8SOZ4eRbg662KmrzHUqhRcmHTwxa1j8uUqa8u+gQ0ItLYpjw7C7IdTfPbqDFNOk2RqeJtGlC9XeWdlkncuTHWyHsRwGEmz7g9iN2qZdVtb79n5tsOoVfOP/rv/lD90Zxm73c7KygrvvPMOFy5cQBAENjc3icViCIJAOp1+awYwoVCIP/bH/hg/+ZM/yTvvvPNWjuFt4WPXHMzMzHyghOB+vC0703YA27NnzygWi9y5cwe1evg09nU97pt8voIgoNVqOT095ejoiEKh8No2Nc2mwM/8xgP+3m88YMFj5daChyszTlZ8duY9Vpa9to7F27TDzKzbzIxdxyWflXcu+Lg67UKlVHJjzsOsy4JBq8Fh1rPuD3N/N4hOpeSdlUkOImkEQaBcb1I5F381BAGZrBUitrH/KhTm3oqXL798NYGZsht5etyastgMGm7Ougin8wOJyACTEkXBosciaa8ZTg+mkMpk4DBqyReKzNi0XJ6yc33WybUZJ5em7Cx7rUzYLejV0s3DaXwYX10YunUA8QK6G1MO08ii3qTVEMsUuCDBYwY6OQHD4DTrRLUEj4+irC29+iIf97QMiQRfxbKlgUm3lO1sP9pT5nSpJikuhlYWwTAcxdIdrntpTKtRgINImmXveLScbm61a8R2qZ8bfxLPcnnIRLqfMhVM5odSgPrf02p9eOHRbUupHaN5UsrlPDqIiFI2+rF9GmPKaUalkLN7Jk1DKkuI/Oc91s4s+tlReGT+x2kii0wm48qMW/RzlMyXuD4vblsKrWLSYTZIbhazxQrXJIp1gN1gnGq9gVhjeRhJcXtR/LEPwinunluBalQKbHo1wVTrGvZgbzCzAFrnnJSOYi+cZsppxm7SsThh5eFhlKbQKuyvTA/e1/rumWgjsN63KTDr1KytTPHeTgCQDWylnh9HsRq0TPWd4/lSlYcHIe4uedGqFJjPMwNO460k5KdHUa5OO0Wd3J4fRwkmc6wue7EYNFyYdOAw69nwt75PUvky6/4geq2atWXfwGZShox3ViZ5d+uEzb0wMy4Ld5e8km5mXpuR41iGd7dPOwJmqY3wxSkH8VyJzb0QTw4j6LVqvuHaLP/0r34r71wYzJ/Q6XQUi0U8Hg+f/vSnsdlshEIh7t+/z9OnTwkGg1Sr45kgfFhEIhG+/du/nb/1t/4Wn/3sZ9/IY3414ZOE5A+IdpEuFZT2UaFer5NMJju2q28KCoWCcvnDucyMi7a+wGq1cvfuXRKJBPv7+5RKJex2Oy6XC6vV+oE2CfFske/7B/+e39sR9yi+veBh5yyJv296olHKuW638t5O76TkyoyTUq1OplBhbdmLUi7HH0phM2lZ9jkAGRqFgoYgUGs0USkUpAsVTHot+XKNeZcZtUrBxl7vNsBjMxBIFbg972Y/nG4VpMtewpnBYlWKQiPFB5+w6lAq5NxZcCOXyyiUq6QKFWKZInLqvAyfP0Zq8LEaDQvFSh2DRonDqMOolUOzSaFSp4mMU5G/aWPGaR6ZPTCK6uO26DiVoMi0IZe16ChHkRTXZpyiSc7jCHl9NiPx7GATBfDwIMyy14Y/lBrLfcmi1xDJiN/Xxt6r+/JYDYRHCIKh1ciddjVaz49jOEzizUy5OJwOE8uUWF32suEPjXxt2zBq1ZzEMqK0hn7IZTKOIunOv58cRSSPFcRTq6XsbxVyGYdd991GQ0Kga9KpOezLN2gX6FJJ090T22dHMRwmPYmc+HsJsDxp58VpnAtTDtGGsBuCADadErPWxnZg0FCgjZeBBIsTNvbDvcd+1vV5Kdea58m/4mnGAKFknpvzHtH07TYimQIymUx0GDPntvLl7RNcFj0xifP55Wkcg1bcSWt50tlqpiUGzsFkDrVSLtqw+YNJzHoNU3YD24FXr0NTEBAEAYVcNrDV3DoZTEOG1gZzymnmOJLG35fnshfO4LVoCWV6P9cb/jNuLU4MaC3u755x78IkTUFgN5hk/Xwr8vAgxJUZF0eRdE8jdhrPYtSpuT7n6dF8QKvR+cyVGZL5UsvBqAvPT+IYzzn9m/5gD0Gp3mzy+CDM6vIkjabQY4naRjJXYj1Xwm7ScWPextPDCDq1Cp/D1LM9P4llOIllsBm1rPjs7J4lO9e4q7NujqKpznb7JJblJJZFo1Jwe3GCYqXGy3NTjlsLE2ydxM6bwRasBi0/9Me/XpS+KAgCOzs7yGQyVlZWkMlkuFwuXC4XgiCQz+eJx+M8efIEQRBwOp04nU5MJtNrZxXE43G+/du/nR/90R/lG7/xG1/rfX+t4GO3OXhdJ9HboBVlMhmePXuGVqt9o40BvDlaUbfwWCaToVar8Xq93Lhxg9XV1c4k4b333mNra4tYLDb2+3B/94xv+eHPizYGWpWCu4sTPDyIDEzU5t0W3FYjG3utLwWlXMa8x8pnr0yjUsopV+sEElkUcjn1poDLokelUJDMl1ApFZwksujUSpRyOc9PY1yacvAikODOgptQKo9Jp+6h2zhNOs6Sea7POHl4ECFTrKCUy3pC0dpY8dl6tAdtmLSqjsuRQgYXfDbWljxcnrQz57JwEEnz4CDCxl6Y7UCSUKpAvSngHULHMevUHJ2LmAuVOieJHNtnGbZDOY6TJax6NVNWLRfdOmbtuoEizz0iv8BrM3SSN6Uwzue3TQOr1Ju8OI1ze36wgI1LOHB0QztkQ1JvCmSKZZwmHcex4e5LwMCksBsCAtVGHaVcJplJ0Y9Je+8GpVitM+8Rp+s0x0gCPoqkmXaYSIskI4th1t36cn96FGV2iMc9tHQM3cdaawgsDtk4xEQasmdH0R5BdxvzbqtoEfryLClqg7owYROZest6kmq74bYYetK6680mi77h25I2bWQnkBhLP3IYz0Nz9DXM2icWXvE5Bor80/jo4DSNWklQIvgKWrkIUpsoq1FHpd5gfkJ6K5cpVrgyM/j3i147m/4gj/bDki5U4VSeW4uDXH6AdKHMlSl7T2PQRvdmoR9PDyPMOHvP0dtLXh7uh5gUOXcrtQaCXImlLz1eEOD5UXTA43/OYyWZKyOXyQfyGrZOWpaf9r73Ll+q8uw40rN1WJywsei18aWtE3YCCe4uDW5g8uUqG7tBlrz2HtHvgsfKpMPMV14GuL97hsOs57aEXXIyV2J9N8jFaSdXZlwcizTX0No43N8NUqjUuLPk5TNXptk+jYlq1Sq1V4Fp004z33h9juNouqcxuDrr4vP/wx+VbAx2d3cBOo1BN2QyGSaTifn5eVZXV7l58yY6nY7j4+NOLRCNRjvaxA+DZDLJt3/7t/O//C//C9/8zd/8oe/vaxUfu+bgdeFNNwehUIjt7W1u3rz5kaQBj8KbeL79wuP+C4RCocDlcnH58mXeeecdJicnO0KmJ0+eEAwGqdUGL1yCIPDzv/WEP/czvyFaeMy5zbgtBja7JkJalRybTsnXXZzEYdLjtRm5uzTBwoSV+Qkr9WaTL22f8viwFXhzY97Do4MIxUoNuVzO0+MoLoued18EmLSbSBcqrO+FcZv1HEQy3Jl382A/gsvSsi7txtUZB8VyjafHrzjBV2ddooWzWSIV9sKkjavTDm7Pu9BrVOycJVn3h9kOJCQFva0XWXqZOO+WpikBqNUaAqkSLyNFjhNF9Go5F9w6Js8FgE1heHM5rDFpI5kfbhmqUcp7Jur1psCjwyi3F14VK3IZnaTpYRilj4hmisx7LCOFpwAG7fAl7VE0y61Fz1C+dzfEuNQP98MDImGFXMbRGHajsWxpbOceoEcn4RiRKeESOdaXAXEXIpNOzbGIU5YAogW8XZKiJBMtQPutQtvYPo31aBHamBHRR/S7DPWjvYHIFCtck/Dp70a52sBoGn3uPz2K9BSZRt3g8YaSea6LNMPdKFRqrAyh3IG46H/eY+XxYWvk/+RQOtcAWs5G3fohuUwGMhlNodVgOYd81p8eRcQzIHxW7u9FJRvLp4fiVK5yrY5KpegEid27MMXD/TDVepNNf3AgxAxaTYrPZhqg1tQaTfZDCaZsehQyGatLPgKxHP5gkvs7g25F0BKUa1SKgQZFOKcx3Vn08qmL0xxGMuydb6xrjSab5xvFfrEytLYox9EM95Z9fOriFKfxXI9FdDiV5+F+mCWvjcszgzqZeys+nh/F+N0Xp8gVctZWfJj14tQgQWgiA97dOmXFZ+fmvEd0uwctspjXZuQ/Pj0iV6pyc97DtVk3f+DyNL/4l79V1DpYEAT8fj/NZpMLFy6MNQBqDw2vXbvWqQUymQwPHjzgwYMHHB8fUyiMZyDQjUwmw3d8x3fwgz/4g3zLt3zL+/7730/4pDn4gGjTij5qtDvqUCjE6uoqRqPxrbkkfVSbgw+SXyCTybBaraysrHDv3j0WFxepVCo8evSIBw8ecHJyQqlUIlMo870//ev88Oe/TK5URaWQYzVocJn1+GxGPnN5uvOF5bbosRu1KOUy1EoFPqeNr7wMsrkfZt0fYnM/jNOs4yiWQRCa3Fv28dnL05zEcpzGc9xb8fHyLIlMJsNtNfLebohbCx6OY7nOFH/Ja0OnVnZExTajrlNcui06bs+72diLDISZia3ZlXJZD/1JpZBzY9bJzVlnK6zmMMrDg2iPA4perZQUKUttJ7rvfxj6xbu5cp2dSJGzdBmfRUu9UkIt4qvfxiiqj1al4GSEZmHOZRlwDhIEgUcHEW6fh6VNWLRUG6M/Q8GxuP8CqxI86W6Uq6Mb66dH0ZGaizb6E1Oh5bHfL3Z0GlRjPVeARDI1VNjcje5p/ePDCL4h/Hqx61W2WOXq7KAuYN5tlfQzenYUHUjfHha4t30SG7CtDEvQfFquSIPH02gMfu5aAmHxon/GZSHY1XiOk39xcdpJOFUcqe+u1ZvMnzcraqWCl6eDguL27aTgs5t4fhRFpxmuU9sPpQYaG4tBR/sgK7UGi0MajHy5ysWuCfudZV+P0PXxQZgVCWekUqXGrNvae9w2PQexlqc/MrmofW+pWpe0Yt0PJbmzPMnahSnu91GMto5jzIlYb74IxEXFzuV6E6NBx6UpOxt7oR4Thvs7Z6yJuCSFUnlShdJAkNnN+QlO4lmOo2nRzZ8/lCJXqnB3efAa47UZSeYr7IVSkk5Pe6EU2ydxrsy4WJywYtKpuTHv4f5usHPc2WKl49C0uuzt0TVYDdrWxufcvehlIMHjgxYtcG25N1NBrZRzY97D+jkdqtZo8vgwwrzHyj/4C9+CQSRYUxAE9vb2qNfrXLx48QMxO9q1wPLyMvfu3ePKlSsoFAr8fj/vvfceOzs7JBKJkfVLLpfjO77jO/i+7/s+vvVbv/V9H8fvN3zsmoPXRSt6E4Lker3Oo0ePALh16xZK5duTiMjl8o/k+b6OxGOZTIbRaGR+fp61tTWuXLmCTCbj335pg2/+67/Abz877ty21miSLlQolKtM2Iy8u33KSSxLMJkneu4yNO82o1Ao2eqyXbMZ1HzuygyCAB6LgXi2RL3Z5DCaadmLOs1snyW4teCmUmsQTRdYXZwgmSt3PPf/wEUfG3vhDhXgwqStsx1YXfRQKNdRKuUDtKZJu5EXImLFy9NOMsUq824Lq4tutCoFT45i7AZTooFo0KIh9VsQtrHstVEcIkiNiIiY23BbdEP98St1gadnOTQqBTembZhFJunD8hOgteEZZRlqNkhNvwQeHkS44rPgs4+24HRb9CRGUJygJW5/uB8eKcwNpkY3GpV6g3GXgmkJncPzkzhXugqQSad1vDsEyii4NDl6eyCTtXjJbTSFQRFxNyISBflJLDsg2Bwm+C3XGj0hVgq5jIMhzWyhUu8pxlwW/dA8irNEvsflSCGXsSfC3W4di/jnpF/8fRhJi9pwdkOrUnISy3BtZrR+Yy+URCGTMWXVUKyKf463T+OSgWQtu1MZT48GqTb9qHZRnebcr7YGbTw9jAzQZbrx7CiKzajDZtSyExi8fknpSKCVXNxuHnQqBfUmHVOH/VBSkkK0fRoTFQ7LZC36Xk4kmK5cq1OrN0VD7h7sDToSrS5PchTJEsmWRbdZ67tn3JgZtD/Nlar4g0nuLHmxGbTcWvDy+DBCLFMkmMxzGs/1bDjbKJRrbPpDXJ11dTaGqys+Evky/lCSWKbIo4Mwl6edkvbCbWeqK9MukhINa7FSY90fJFUsc2dpghtzbrRqZUdD0I1WDkTLuej2wgRXZ5zMe2w8PuzVUHzPN93gb//p/zsqkY2dIAjs7+9Tq9W4dOnSa6vNtFotU1NT3Lx5k9XVVRwOB7FYjPv37/P48WMCgQCJRO9zKhQKfOd3fid/7s/9Ob7jO77jtRzH1zo+ds3B68JHTbMpFotsbGwwMTEhysF70/gonu9HlXis1Wp59yDDX//VF8Tyg+vxaYcRu0nHw4NeYZkcuDXrJFuu47EaWFv2cmdxgk9d8KFQKPidrRM29kI0Gk1Wl32Uqg3CqQLy82l4rdakUGmgUSnQqVXUmwLHsSwus467ix6encR7OJggY9JuaE2g9iNU6w32RYqdSYdxwBFHq1LgMGpZdJs5jKTZ2It0NgQXJm2SE2jFkOl//9S5G06TdqiLzpQEZ7uN6fPwsFypxpOTJOVag9UFD+ZzaoRKTg+3WwxSa+9u1Ic5zwiwHcxgHJG1AOAbk/vfahIFcsWq5OvnNOmIiQjJBx/TyMODVnLoMCjksqEblGyh1Cly5WMkRUNrK3QczXIUz/e484hh0mEa2Gw9ORSngtiMWknxayRdGKDApAvDX6f9cKqTyzDvEdcbdOM0lu1spEYVw2fJXM8EdslnF80dgHOBsEhD2M85B9Cph9gGy+XsBluN/Dj7nUypxqLbiFozKk9kkG6oUys7PvOCAK4RNL6dQKITXGYzvdoatFGu1VkakotQqtRYnnSw6HUMnC/QnsyLb2AE4dXGac5tJprtPS+2TmOidDWAZ0eRHn2KTAZ3lnys7waJZYqi6cBniSxLEg3V+u4Zt5e86NVKbi962fC3gsZimSJNQRCl+D05jrPsNtG/4Ks1mjSbcGnGxeO+759qvcHDgwg35tyirlPPj2OoVUq+8focG/7QAO1x+zTOWSLPmoh70OqSl9N4jvd2zwgmc9xZnBDV5EBr81RrNNkPp3Bb9FwckhtSqzcJJfNkilWq9QarS14MGiUyGfzgt32daOpxG/v7+1QqldfaGPRDoVDgdDq5ePEi77zzDsvLy9Trdb73e7+Xu3fv8n3f93385m/+Jt/5nd/Jd33Xd/En/sSf+EiO42sRnzQHHxAfZXOQSCR49OgRly9fxucTn5C8abzu59svPH5dF4dytc4P/eKX+JV1Pzfn3awt+87/87K65OWdJQ82nRKjsslVn4Wbs06uTtu54DFwccrBi2CaSLrIy0CC9b0QCoWc9b0Q8VyJBY+Vz16ZoSHAu9sBjiIpPn1piv1who29MBenHGiVCp4fx5l1mztc93KtQUOATFdYz/VZJxa9hniuzItzl5Lrc66B6blKIWcnmO78223WsbbkwabX8JWdoGi+gSTrTNayn5RCf55DN/p9tPshH0EJ6ufSV+tNNvbDNJsCa0sTXJxyjuTuj0PNGZXuKwgCJ7EMN+eHe9tLcdO7odcoO+5L4XRBNBUUkPwS7ofnvFg7iQ9mH3Rjxmkemkx8mix0JpAJCbelfsy6LVTrra3aldnhk26DYvB9qjWaos9/ZoRYuXuKqVMrh24CoLVdaifH2kSKvH6E0wWunRf8whjldzfzwKoffv+Wvse3GbWidqTPjqKShezFaWcnqfv5SWykuBtArtIMuKn148lhZEDAfXXW09PsPD2M4LYMbxDUSgXTLstAIdvGs65gMzFkCxVOhwj204WKJJ3QH0zyzrKHF13XvzYK5RqTEs1eqVrHqFN3Wpm7y5MdWkw8W2RaYrr+5DAiqhkASGZLXJ+f4GGfU1E4lUelVOAQ0b7sRnJcmnJ1qHo6lZxLPiuPDsJ85UWAa3Me0W3Fk6MoFoNuoFm5Pu8hX67xH58dc3naKXpdqTebrPuDyOQy1pZ96DVK7ix62dgLdQZTjabAg/0w0XSRu0uDKcn3ViZ5dhQlX67x9CjKy0CCZZ+dWwuegWZnccJGpdHgNJ49H1KFUCgU/NSf/U/43j94W/S1hFZjUC6XuXz58hsbfMpkMgwGA3Nzc/zyL/8yX/jCF7h69So/8iM/wu7uLr/927/NP/tn/4x0Ov1GjuerHR+75uCrnVZ0cnLC3t4ed+7cwWKR/qJ407qD1+lW1Gw2qdfrCIIgKjz+oDiJZfi2/8+/5Be++JzNvRDr/hDr/iDr/iCPDyMIgsB7exGeBtK8jBR4Hszw+DhONl/kLF1lO5DsFF0mnYpb826ypQp3F71MOcw4zXq+/CJAplDh3oqXSaeF39k6JZUv89nLU2ydxHl0GGXeYyGQyHN91sXDgwizLjOPuoLLFj0WKvUm63vhngm/GG3n2oyTTLHC0oSFm3MuErkS6/4wkw6T6HZAq1J09A39WPJYSEmEYdkMGg5FhKBtjHJAGVWUx7LijUe+XGPdH8KsU40s2E9GuAJZ9ZqRKbY6tYLjWJbnJzGuigj12shITIy7MeM09zRiTw6jrIo4jIiFD4mhXSQlciUuTUnzuR0jXJ+gJXC2GbQjNRptdBfa2yfxoUnWRqN4QfnkMIq9r1AcpWE4ima4ds71n/NYx0qaTpyfS/HUaJcoaA0MAFGhcz+2TmOdkLZhzTK0iv7ubcnihE20/ag3m8x7xOla2r7gM/cYonyzXtuZ6EuhKQgY++rOflveWqMpyrXvxrPjVvKy1LtSqtRZ9okfi0zWOo6pIQ3PSSzDnSXxgtxnM3AUL0gGIz4+CHNTIlNhJ5Bg7cIk9y5MDViCPjuKilKPoBVUdqsvjOzKrJtkrsTzkxjzIq/XWSKHQasWpVhtncSYddu4PuvCYtDzIvjqHHx6FMGiU4sGNgaTOY6jadZWJtEo5ayuTPL0KNqhE26fxknmytxb8Q0U7NDaYJ0lclyYdFCV0EbWm00290LEMq0mYdpp4s6il/WuxOM2/MEkjw4iuCwG1lZ8mHRqrs+5CaZyPQ2+QaPiJ7/3m/lDd5ZEHxPg4OCAUqnUof++LRiNRr7whS/w3d/93RwfH/OX/tJf4uXLl/zhP/yH+YZv+AZ+/Md/nK2trbei8fxqwMeuOXhdeN2C5Gazyfb2Nul0mrt376LVSk9j3kZa8evYHLS3BY1GA5lM9lpdl3772RF/5H/7F7wQ4Ud6bUamHOYeN6I2rvgsBNJV8pU6Bo2COYeO65NmpuwGds5SvAwk2dgL4bUZ8AdT3F1sTVrC6SL+UIorM07+wKUpvrgVIF+uoVcrmHKYyBarPD2OoVHKO6JEg0bJ6tJEi4PbV8Bfn3WJ0i+MOjUXfTb2QmkeH0Y703UxOzmAC5N2SZcdFdLn67zHMjTMa5gvutOkHer+Y9SqRlKGssUqjw+jXJ1xiNp5esxa0sXhBXubujQMs66Wu1C9IeAPJrg4OViEt2g76ZH3JVZAPzmMDvB+82MkMQOkuzQOm3sRViR0DON8WSVyJa7OumiM+cXWLbzNl2tDqQRxiUavUm/gNfcWclL85m7Uzq8rwxqSbhxFMyw49USy49mu7pwlWVv2jSUOhpY2wW7Ush+Wzh2AVnHdze0fJgTePo0P0LVamSi9j/H0ODp0Eg8Qyw5PjG7jMF7Cft70Tdv0onkQz46jA5ad3fDajUN1SACPD8N4rINT7FuLPnaDSR7uh1joSxXvxotAbOA5qxRytBo14XShR2fSj9NEVrJ5kMlkRCUsix/th0QdmwSh5aS1cN7MrS5P8vI0TrZUJV+qki1WRHUGJ7EMBp1qcIMgA6tRS7ZUR+xNC6YKZAsl5h2Dm6Vao0k4lePmopdjEcexcq3O/d0gc24ry31bhptzHjLFCo8OIjw7jnFlxiX5HtSbTQ4jaYxaDTJgash1NJIusL4b5MqMC41a2RMm6TDp+IW//J/zmSvSNuuHh4cUCoW33hjUajX+1J/6U3zjN34jf+Ev/AUUCgV3797lh37oh/jyl7/ML/3SL+F2u/kbf+NvsL+//9aO823ik+bgA+J10myq1SoPHjxAp9Nx7do1FIrhk8a3kbHwYRuS1yE8lrrfv/cbD/h//n9/s7Oe78a1WReFcpWDSBqdWsGE1cDShI1lt5G1BScGg4Ers058DiPFWgObxYw/XuJFMEOxWkejgDtzDkrVGvlylf1wirogIJfJuDrjRKdS8rsvWu4XixNWrsy6effFWUdUfHPeQyhV4Na8G51GxaODCGciU/ZugaMMuDXv5s6ihy9tBwbExR6Lnp2geOEi5uLRRn5YjTqkhpxyGCUDvGA05WjebR5qgSqDztbi+UmcRK7I2vJED91gUsIXvRti1pj96NYtVOpNTuOZATrMlMNEaQwKk5iDVLXeRGj2bgtOx5jeqxRyjro2I63sg4aoK5FU+FQ/avW6qA5ADMG+5u75cUyUtmPSqYfmOuzH8h0diUYp53AETQjgZSDJis8uKhaVgtlopDjGe9RG/4R+GJ4dx84n86OvUS8DCbQqBVqVkp2zwbC9NvKlKlf6BMcXp5wDGoVKrcHKpPRWYN5j5TCSZuskNjQrAloc9uXzDYPLLkHBqdS5OCm9sZtyWHhyGBlqfVqtN5jqa4h1aiWBeOs8EQTQDtFd5EpVlny9DcDtJV+HArm5F+SCRLOayJUG/rb1917e2wlQbwqim7tao0m6WBE9x0vVOoVKlU9fnmbDH+yhO7YbTLEtwWksi1at7GgQLAYNV2c9rO8GOTr3/BezCy7Wmhwli9yac/WccddnnUSzRe7vnlGq1iRzCw4iafbDKVaXvJj1au6tTPLkONKTSr51EuMwkubO4iCNaMFjRSlX8DKQ4MF+mGAiz62FCeb7HKMAkMG9Cz7e2z1jwx/kJJ7lyoyTz1yZ4fM/8Ec7lD8xHB0dkcvl3npjUK/X+dN/+k9z7949vv/7v1/0WDweD9/93d/N5z//eZaWpLcgv5/xsWsOvtpoRblcjs3NTebm5pifnx/r+N5Gc/BhXrePqjHIlSr82Z/+df7Wv75Ptd5EpZBj0qmx6DXYDBq+7uIUJ7HcucuFjFK1SThdJFcska02WT9s6QqeHccIJvOsLfl4dBilUqtzacrBpy9O4nNY2DhM8PwkgV4tx21WY9Ypz+1MW5Nii0HD3aUJbAZtJygNYNphIpopcnnKwaPDKPFsiVuLngEKzorPxm4whVIu486CB5/dyKPDqGShP+sWn/JrlHLJpsFj0XGaFJ+iyUBUu9CGV2Qq2I1RegOdiLiuG7Nuc88mpFpvsu4PsThh6QiDFUMsUNuIJtIjb1Ppc5kpVOqk8qUe/q5rzII6JLEtOYlnuTbTKrh8dqOoGLMfMy7zgIvUUTTD7cXeL1ujVjUyRbqNcq0xFofdbtQO0LGK1TrLImFfcyK+//2P2XbnmfdYx95cjKM36IZGrXpfuQzZUlWUviGGSq3RET2PQqZY4drcBCuT9qE6EICTeKan4ZVyZvKHkpJ5F64ujYDUxLwbWycxJu0mnh1FJW/z9DCEQSTwz2nWd7QGo5zyHu2HO3QsaPHjo11N7PZJTNL+FVrJwD5b63N3ccrZk2gsCC1qmFijDC1no2560aVp1/nzlXEay3BV4nGj6QJeu2lA8yCXyZhxW4iki6KNRTCZw2rUihoQnCVyKBUKbs570KlVPD9+9boncyWCyZxoqrggwKOjGFdn3bhMOm7Ou3h6Eu9Q4nKlKg/3W9bYYpuepiCwE0yy7HXQaDZFvx8EAR7sh4jniqwu+7Abddyc9xBOFXo2LE1B4NFBmMNomquzLi6dO36pFDJuL070pCm3IONv/alvYk6smTjH0dER2WyWq1evvpWcpjYajQb/zX/z33Dt2jV+8Ad/8K0bvXw142PXHLwuvA5aUTQa5dmzZ1y/fh2Xazjfuhsfla3oR4GPypFoL5TkW3/0X/If+2xKc6Uq9UaTaZeVr7w8I1Os9HDzl1x6spU6kUy3EFLB112cotEUuL3gwaLXnm8J0p2J9tUZJzNuG9vBLNuBFE69mkAsw9VpO0JTIJjMs90lRjRqVcy6zZzGs2yfU520KgUHIkW4UatidcmDw6TjwUGEs2QerUohaUcakijyL005JCkAw4ShSxPWjt2qGPoL6n6MChQTc3DphkskGAdgN5gilS9xd9EzkhKikEFoDJrJWWLwWFOFMgLCSDpHN2wGzdBtysZemBtz7o7IeBT6ufptPD2K9hS1My7z2BzYQDzLg/3wyCJ6SmLz8+ggMuDEMs525vlxDIteM1bx2kapWhcNe5JCvlwd+/5VSjm7ZwnRQDMxKOQyDiPpsQPpwun8WAL2cKrQ8c1XKV65FPUjmSuxMjF4rAq5jL0uGtKTwwg+x/DXLF+qsjLllLQvBijVmlyYHvz+mXNbOn+3fRLjksht2mgKQifB2WHSiTYjmUJZlB/f/nudRoNeoyJbqgwsMo+jGe4sSZtznCSyWAwafA4TwVSu5/lu+oPckpi6b5/Geu5XKZdzc2GCDX+IvVCSC1NO0WM+CKeYsBlFBcUem5F4vixq31mq1tk6iXFxQvx9S+SK+Jxmya3Yo4MwNJtcm+ndlsy7rRg0Kh7sh9jcC7Hss7MksVmq1Zts+IMtAw2Vcmgj/Pw4xovTONdmXXz68gyP+qi5n740zS/+FfFwszaOj4/JZDJfFY3BX/yLf5G5uTn++l//6580BiPwsWwOXsdJ8WGm94IgcHBwwPHxMXfv3sVoHP9LEd5MxsLrgCAIH4nw+N8/PuSP/ti/FOXQTjtN2E06nvZ/Ocng0oSRg0QRk07D1Rkna8tePnXBx5TDwldenrG5H+bhQcuSMVuski9XWV2a4NKUg0ypyrOTFm3ArFNxccaNRq3k8XGCfLmKXGhQrNSRy+DuooerM05+98VZj8Dy+py7x41Io5TzqeUJTmI5NvYiPcXm1WmnqI3ioscqaSk67OXND0lFHlYUK2SINjRtTFj1Q8XIaqV86N8D1IcWLg22T+NYdOqhDj4es6bjgy4Fl1krKTINJfPYjRr0GuVY3HSx9N1+HEbSaMcoGgFJp6ZyrYHL8mqTYRIJEhKDx6rvPNdR4XU6CcF0rdFkpo8uMg71p1itc2HSTnGEzWg39CoZ1jGLfbVSwV4wyePD8FB+dBtLEzZK1TrPDofz6zu399o5jee4ISF27cdZIjdWSjbQoT5emHKK0iDbiGTLA5vDyzOunoTwpiCMzOyQy2ScJrIjm7qXgWTPa2PUqgYK/FFN6ZPDCCuTDuYn7BRFdE8t8bF0gb8fyXDv4tQAxa37/qWcv5K5EiuTTpRyuegwwh9MSjafbatSpVzO1Tl3j8X1k6MIdyQyFfzBJFNOM/r2aytrpS8/OggTiGdbdCkRe9RGU+BlOM/dZR+qro3otVk3+XKNJ4cRDkJp1iQet/1dtOTSY9IquTrtIJTOE+rKE/EHk+yHU9xd8g7oIFQKGXeXfPzeyzPu7wZpNgXurfgkr68ui55cucrvPD/Gaze2XJDUSr5ldZl/8Be/ZSBosBsnJyek02muXbv2VhuDZrPJ93//9+N0Ovlf/9f/9ZPGYAx8LJuD14EP2hw0Gg2ePn1KuVzmzp07qNXjfdl3420Ikt8P2tuCer3+WoXHgiDwD/7dI/7hv3/Mis/OjTk3V2dcXJ1xcmXayb1lHx6rCadZz93FCdaWvawte7kxY+ey10SuLkOpUBDNFHl+EieeLbEXyvTYAl6ZdmDWa1jwWKk3muwEWw5Gp/EcCpmMO4seZl1WfvfFGbFsq9C/u+wlkC6zMmHCZVTx/DgyEPpj1Ko6lB+dSsHaogeDRkWtKYgWrGmJwsFuEi/kNUo5L8/EXYrMOtVQ68PkkLCvxQmrpPgZWgFtw7A0YR06tYThYmdoaRYeHUYxaVUsiKSIQi/dQgp23fACaT+cZtFjJZgcTdvRj6BKQUtkrZAN14G00e8k041nxzFunucB5Iqjg9mAHtHky7MEN0WoDG0M2+w83A93hN4qhXxs6s/LQILYmDaq0LKmfHwUxW0aXbwvTtio1BsIMNa2wXTedJRrDS4O4fO30S6SzxI5yUl3N5Z94sWwGPZDKS5Nu9CMoOnEcmVu9k27lSJN3tOjiKiNZhtXZ93sBZNck8gTaKNYqfVoD67MuAea7ZeBBIvu4c2YWa/l4X4/7eQV/MGkpPD84pSTxwcRyY1QuVbHLGEvK5O16GBOCQpkvtTKIZFqlHcDCe5dnBoI8QLY8AdZuyDubrQTSDDnsWHSqri96O1JX04XygSTOS7PiG9cNv1BFr12bAYt91Ym2TqJdRrGerPZEf5KBc3tx4pcnnaB0OzQj7ohCLC518pDuLcyiUalwGLQsOR18GDvVaBdvlzj/m4QmUzGvZXejIQZlxmZTMbR+QY9mMyz7g/yJz53jZ/4M39w6Mbs9PSUZDL5VdEY/MAP/ABarZYf//Eff6vH8rWET16lDwilUvm+aUXlcpmNjQ3sdjuXL1/+wCfp63ZKej8YNT36qPQFhXKNP/+zX+BH/+XvsbEX4uFBhCdHUZ6fxHh+EsegVbOxF2ZzL8Sjgwib+2HW/SH2gwli2RLboRyBRK7j9Xx1xkU4XSSWLWLUtmxLv+HqDIFEngf7YR4dRpDLZHisRoLJPKtLE7gsehQyOc9PXgkPl702cqUqFyZt7IazRHJVrs66SfU566x4W83G2tIEGpWC9b0wgkBnG9GNebeFPZEiTCmX4Q8N/hzg4pRD0qVo0WuTtIi0GTTsD8k+EAsM6saoealRNzxQy2PRS9qctmE4n0yFUgVOY1lWFwcLHYViDDGyaXQDUWs0OnqBYZAKx+qGWqngPX+QuyL2pt0w6dSdvAQpnMazGDTKkXaubaj6NBqRbFGUPqBSyodmXzQFOsXnnNtCpT7eQMRlMfRw0Icfq7yjh5kcQyPRLSp/chiWzBBoozvrYecsMXKKHju3FA4mc9wYUVQDWPQads4SXJyWdtXpRotSNOiq1o9ErtTRRJt0arZOBqk61XqDpSFi4eb5J3T3LPFqwi2Bp8cRbAYtOrWSHQlKY1M2fBNWrTc61CkxpAtlURtWjUpBvlQllS8PFWS/DMRFbUjXlltWnzuBuKibELQak5sLg8cml8lYmXKwG0xInksb/jPuLHtFf3cSS3Nz0cf2eQpxN4qVGnvBJNclbJMPwikuTTtJ5Eqipg1bxzEEQeBGn25Cr1Zyfc7DfX+I54EUl6edTEpQzIqVGvd3z1iasHN9xi2aVg2ta9r93SANobVJuDHvJlUoDzg+/ZVvfYcf+LZPD/1uPz09JR6Pc/369bfeGPy1v/bXaDQa/N2/+3c/aQzeBz6Wr9TrKFjlcvn78r9Np9M8ePCAlZUVpqenP9RjK5XKt7I5kMlkQ5/zR9UYBOJZvv3H/yVfeHQw8Du1Us7tRS/r/tDAxXXarqMuCAT70mlXl7wdt6GLU47zqYuMd7dPO9x7lULG9XkPNqMWjUrBxl6YKYepR3C8NGFFr1HyIpDofJnOOM08Puz9krDplNSrFYRGg3V/iPT5pHbFJ55kLDUJvDzt7PxtP4RmE41CxozTwK15F6tLHtaWPNxecGHSqrjgtbHosTDtMDJlNzLrNLHgNnN9xsnVKQd3F9ysLXlYW/RwddrBhNWAXCYbqRc4iQ2fsmcKw4voyRHJytCa+rVRazTZ2Atzc8beIySUoiL0HMsQGkcbalmTzf0IaxKFALSKiaMxPPPn3GZqDYGH+2EWh1g59lufiiGRKzFv15KvjFecp/q2QaFknlsihe6cyyLqutSNx4dRliZs70uT4TBpeTaGLSfA/IS1I+Z9ehgbcFPpR7c9aq0hiHrPt2E1aHu2HZlCpScFuR8ui57DLtvIccTkgUSrsVONcJnrxjCOdhvH0UynKLw45ZR8n54eiQeR+ewmts4FselCmasjGp1Spc7ypJOrc56On34/DiMZbi2KfzYW3GaeHkeJpAtDqWwP9kJ4rb3He3PB29kgbvqDQ/UN/QnI12bdrJ+LZAvlGgatWjJYbcMf5M5S7/HfWfbxcD9MLNOinIo1j4JwnqvQ11w4TDpcViPvbp8w57GKJhtX6w2encRZ7Xtcm0HLnNvKV14GOIllWJWgEaXyZZ4cRrh7ntLssRpwW408OXq15dg+jRPLlLi34hPVysw69JzE0rz74pQZt7mTLSKGQrlGpd7gKJLh4qSzE5SnkMv40T/5jfy3f+iu5N8CBAIB4vE4N27ceKvFuCAI/PAP/zDpdJqf/umf/qQxeJ8Y39/tE3xgBINBjo+PuX37NjrdeE4ow/C2BMltKpXYh+yjSjxe3w3y53/2N0WpLw6jDrtJN5BaCbDk1hMv1LGZ9Mx5NGjVSqq1Bkadmi+/OOtpJO4sTvD4MEKjKaBWyrky7UStUvY0HEsTVp4dt6b8F3w2VEoFOo2yp1kAMGrVnSm9w6Rj0WNBLpPxnj/UczuVXMbW6eCkyaBRsnUqbonY/Zr6bAY8Vj0qhZxiucppLE2l0eQknuck/qpQVivlKORyya2CWacR3V4A2I0amkKTtSUPtUaTs2Shx4Fk2mHkVETg20ZLgJ2W/D2MdjpSyBANZ3t8nOCCz0YkW0Ihl40MP1Mr5RyO0D4AVOut9259N8Qln5kXocGJ/ozLzNEY99XeutSbApVqHZ1aKfo+6DXDtyttqLQ6VnxKdiVC7trQqBSiepytkzg2o7ancRi34NeoFGNvDaBF8ShVGz2FmxS67SQbgoBVKyckcVudWsF+H0Xu+XEUi14j2vzNe1qJtN0IxLIo5XLqIgOWWZelxyp2P5Ti8oyTbYnPyIzL0tnmPDuOseCxjjznVUoFVqMWBhksA2jTlYbpE0rVOtfmPKzvnPX8fMplJph61bzvnMXRq5VDKVDbJzE8Ijkj3Qgl86gU8kG64PlnOZTKc3XSyvOA+HnaFAT0Wi3QOg/nPVY2+4LKcqWq+GPQTkDWICOHy2LgJJ7t2WD6g0nurUxyfzcg+vhbxzEWPDYOIinWLkz2nJ8H4RQ35j08PYwMbEUbTYGt0yhXZ108P44xYTMil8s7n7V2knAklR9oKgVgYy/E6pKXhwdhJu0mqo1mR5RerTfY8Ae5u+Tl2XFUdGi06Q9xd8mLADwQ+c6r1hvc3w3itRlxW/U8OWw1hrcWJtg6iXaay/ZgY8VnQy6TD2yJVpe9PNgL0xQENvxBVAo591Ym+Z5vusE33VwQfU3bODs7IxqNflU0Bj/2Yz/G2dkZ//gf/+OR9vCfYBCftFIfIQRBYGdnh0gkwurq6mtpDODtWJkOe9yPSnj8z7/8gr/5r95j3mNlddnLvWVf678VH5+9PM3FKSc2o5a1ZS93lya4Me9mxWvlus9EOFcjXaxyFM3w5CjK+m4IpVLBu9uBgcbg2XGUi5MO7i5NoFYqUSqV3O9qDKwGzXkwlJ2Lk3Z2gikEhIFQtZtzbrYDCbx2I6tLE+RKVfYjGR6LOHfcXPCIToEvioSYyYBlrxWtSsGNOSc2g5pgKs+jw2grZblSIlUS/8IXu782lHIZe2HpQnPaacYfSrO+F+bRYZRopsCUw8DakofLUw68I/QGixOWkXqDcHr4xH/eY5U8/p1gCq1SzuUhacKd+3GPPhaAUOZV4ewP50TDica1Oq12FdOBZJ4rEtSCwhCxeDeUCgXVunj2QTfm3BZRGlmhUmOxb8ouxlUWw9ZpHEEYb1spl8k6BdOTw+jIrIV+itZuOCvp8rTsdXSoMm0Uq3VmRd4nQHSCHE4XJOlCdZHp/LB08P7APqsEP7wNjUrBy7MEjw8jTI/IB4FWofvOxSl2RtCQnh1FerjpaqWC3T76SKZQGak9WJlyYB+iYQAIp/ID24MbCxMcRF410vuxPFa9tJ5uP5zm7pIPuUyGSqEYEHQH4lluDxEv7wTirF2YwmbUiW43N/zBFh9fBOVanXKtzqcuTok2rk8OI6xKJCjX6k32wynWVnw0BWFAn+QPJnGY9aL5CdBqEL7u0hTVepNwavDat7kXwmsziWbH3Fzw8PwkzsODMKvnomAxhFJ5nhxGuTbr5jOXp3l8GBbdOu0GU7w8S7DoNjJ3vr28t+Jjo28Lr1Ur+b7/bG1kYxAMBolEIty4ceOtFuOCIPB3/s7fYXd3l5//+Z//pDH4gPhYNgdvQqler9d5+PAhcrmcmzdvjvSJfj94m81BN53poxIeN5sCP/L5L/OD/+S3eXgQ5sF+mA1/iPv+IPf9QUrVOht7Yb78MsC6P8S6P8TmXphnR1HkQp2noVyPiFYpl3FzwcNG1/TeYdTx6UuTCIKAWqlg6zTO5l6YKzNONrrEWnq1gptzHpRyOU+PYrw8S2LUqohlSz1e0lqVArlMxs05F5FUgY29MNV6gwWPZcD/XC6TEZCgwZydBwc5DGpuzzm5MefErFdhMWi47w/x5ChGqu/LUKeXnvSJ2em1seyzDRUbi1EDAok863thtgNxhGaTu4tuLk7aRJ2S+hNh++Ew6QgM2TwA2IzDBarhdJFavcGVEXzvcVxqJu3GnulzvSmQKNSZ6uPyZnPj5Qy06SZtbJ7bm3ajRVFKj3V/8WyRo2iWOxK2jG1Yhrj+PNgP94S+jdI6tDHtNJEv18ZK5p11WzqT00q9wbxH2kpVpZQPbAIaAgMuSW1oRfz4AQ5iOfQiv5N6beOZ4oBQXK1UiBbhWycxSTvY/rToJ0cRfA5pqtylKSeFcq0VDKYYr9nSjBHgVqrWWepK+7425yYtIl5/GRhMau5GMlfi4X5oqPUxtGgs7QJYLpORyve+DqVqnUXfcPH3XijJvYuTkpauD/dDzA2hjMllSG6zmoJAJF3AYRJvGt1WA9lSVZJ+tL57xj2JBsFlNhBMFbBJNIKHkTRatQKHYbA5urkwwf2dIEqlXLI5PIqmiWWL3O2iIa2tTPLkKEq5VkcQWs2PWa/hioQ+Si5rFfXv7ZyxuuQbmj6+F81xHM9yc8pCINr7XjjNen7xr3yrqM6jG8FgkHA4/FXRGPz0T/80Dx484Bd+4Rdea931ccPHsjl4nRDj4BcKBdbX15mcnGR5efm1NyNvqznopjN9lMLjP/szv87P/dYT0d+vLft4fhwfmCZrlHLmXQZeRnqLTa1KwaUpJ7FMkdsLHlaXvEw7Tcx5LPzeyyAPDyKdAvn24gT3zxuIZa+Nu4sT3Jjz8MWt0x4v/wtTjg69RgbcmHWxtuzl4WGUx0exztTFbdHz+HBwa3BjziVi/ylwe8HFjNvKrMtEolDh4VGMJ0cxMsUqCQlPfYNGyY4EzUQua03opDDMgg6G6wnkMnhxlmBzP8zLswQei5Z7yxM9NJVRHP+ZMWwoq7XRBVQ8W2LnLMEdEaFyG+NMyMVCsrKlKkITLF1T0NwYg363hND6KJrB2TWZnXWZKUhkU3TDqFV16ACPD6P4hvDyy0NyKQToOIxMOUyk8+OlEnusBg7CaW6JCDr70b9ZeXw4mJfQxqLHJlrgPT4Ii24PwhK2uflKfSDsasKsGSje2ziJZ7nZN0VfGbJlE/usuC169vs2b42mMFRH0z1AOYgXe7jzYpDJ4MVpXHIK3o2nh6+ci6QE85lihasSzlVXZ90cRdM0mqMzP/Jdqca3Fr2ciKSAPzwIDRdLN+oU8tJ0wFq9iVwmE92UXZlx83s7rS2wWFAZtHQ6Tot+4O+XfXZeBOJsncS4LaGfALi/ezagT5h2milUagTiWQKJLBcmxYcSoVQBQSZnoUtrtLrs4+lhhGq9QSCeJZUviwaiQau52twLcXthgncuTLHuDw4Em4XTBbZOYtxZ9PZsKjQqBdfmPGz4g9QaTdb9LSeitWWf6GupUSm4PuvmcSDDWbrMBa+VKZsOl0nNj3/nbbym4RrHUChEKBT6qmgM/v7f//u8++67/NIv/RIq1Xh0zWFoNBrcunWLb/mWbxn4XaVS4Tu/8ztZWlri3r17HB0dfejH+2rCJ83Bh4BYkZ5IJHj8+DFXr15lYmI8n+zX8bhvAu3H/agag2Ayx3f8zV/mt7uCzdqQy2SsLvtEhcdGrRKPRUckV2XGaeb6ebH+zoqPy9MuDiIZAokcDw8ibOyFWsmfh5Ge+7k07SCSKXJv2cusy4w/lKJSb3SahTauzTp5sB/GpFWxtuRlwmogki5y3z/IAZ1xDqbeAuTOmxGlXMbVaQerix4cRi2CAOt7YY77vminbHoOJQr1C5N2UX4qwIrPLilghuEi3hmnmegQK8p+i9Nwush9f5B8qcydBTcXffaR+QZSU7tuHI9w59GrlRxGM9SbAg/2w6wti33mhIHXVAxS5/FZMo/PZkKlkGPRawhKhNB1Q8qPPVOs4LEaOhP4UZSbNmZdr1KxK/WGpKWtTMZIR6OXZwluznvGTgyG1jYPIJjIjUwP7qcw1BpNSecio1Z8sldrCAPhbC6znpO49HN7EYhj7JqQzk4M3yYlcqWeTYheLV1MPDmK9BR6gGQi7OOjCG7rYDOkUyvZ7tIZNZoC3hGC/EvTLqKZwlg5CuVanUWfnXmPdagbkpT9abOLNvbkKNJJxpXCo/0w8x7bwIasDUGARqOJFCtradLF00CaRY/0a3AQTnNnuXdqbTVoz+mIMk6GJCBDy2q0m57ksRpI5Mqda+aGPyiZJwCtJrVNQfPZTZSqjU4OSqFc4zSe5eKU+HmWzJeJpAtcmXGxtjLJhj/Y852TL1d5fhzjnoRNqkohQ5DJOIikuSxBSYRW6nFDELi75MWsVzPntvKkz5I1U6yw7g/ithp7GnyjVsWCx8aTLurrTiiNXq/jX/3Pf4zL85OEQiHu37/Ps2fPCIVC1GqvrvuhUIhgMMjNmzffemPw8z//8/zmb/4m//yf/3M0mvEDGIfh7/7dv8ulS5dEf/cP/+E/xGazsbe3x3//3//3/MAP/MBrecyvFnwsm4PXVcx2h5EJgsDx8TF7e3vcvXsXs3k0n/SD4m1vDj6KxOOnR1G+9//4dRqNJldmnNya93B7YYK7ixPcW/Hx6UtTCEJLI3BncYKb824uTTm44DbgMGmJ5SvkyzVO4lmeHsd4eZYgni3x8CBCofLqYnZ9zs2zo2jny9ZnN/J1FydpCq3m5L4/xHEsi8ei5zSW7ZnWmLQqFHI5dxc81BsC6/4QoVQBj80wUKD77EZRz+xLU3Z0aiV3Ftzo1Eqen8TZ2AvTbNJjkdpzXw7pFX+hJO17P2yVPGk3DE02nhApbrohNVmsNZo8OAijVLTsWy/4pCkl4fRwH/xJu2FocwMw77H0FE7r/hCri54eysi0wzyWU1FsSOLxi0CCG3NuSbpLP0pF6dd26zTO6vnEctzwrP6AoucncW4vDBZF0w7zyNcMWqLS94PTRKsoD6cLoq5Hbchk4lSeh/sR0Sl5OCld7D/eD/c0WaNe+1ypypWugnaYiBfgJJblSldhN8qByqTrLTikpvO1epNZkcZh2WsboBg+PogMzWpoO+fsnCW4NsRlqY0nh+GRguJStc5CX3ruktfOdp8RQm1IYQ8tL/4Zt4XIEDOAw2iGOyLT+cvTrk7YWKEmDLWX3fQHWfa9ep9mPdaeoMLNPekEZGiZWtxa9KLTKNFr1T1Bcq2/D3FdosFoNAVeBuKsLnupN4WBPJJipcZxNMNliUaqUK5h1ml6Gq9uNAWB+ztnXJt191AfDRoly5NOHh2EiWYKvDiNs7bsQyOxJckWK5zEMlzwOagNqQ2CyRyPDlqp6bcXJnBbjLzs06bcmPfwT//qf4HXbsblcnH58mXeeecdZmdnKZVKPH78mM3NTZ49e8bJyQnXr19/67z+X/iFX+Bf/at/xS//8i+j1Y7vqjYMgUCAX/u1X+PP/Jk/I/r7X/mVX+G7vuu7APi2b/s2fuu3fut9OVh+teNj2Ry8LrTzBprNJltbW2SzWVZXV19b1zrscd/W5qBQKLx24fEXHh3wX/7v/5qXZwn8oRRbJ3EeHUZ4eBBmP5wmkS3z7naAzb0QD/ZbGoTHh1FS2TzRYp3jeL6HDmA1aHAY9QNZAVemnRxH01yccrC23KIXFSs1jqJZds6SnUZAKZdh0WvJnGcVmHRq7i5NcGXGxePDKJv7kc7jXZ528ORo0HVowqrviELbG4I7ix5UCgXPjmM82I/0FBfLPvGwMIVMJplDYNKp2I9IU3+OhkzLR1mIDtMiAJJWh23oNUq2TlsWr1emHANNgsOoHRl+ZhyDky2W6rmxH+bGnLOjmfCMaHTa9zOKf7+5F8YpMbHvR0M+nLL16DDCvNsyUpDdRl6kED2IpAf0BWITazFEMgW0I3zv2/DajMS67IBfniUwSTSeM06LaHPSEISOJWIbGqWcUEa6gG8IQo/ofZwv3vb2wKBV4ZfgsncjlS8hA3xW3YCfez+eHkWYPy/6bUYtO2fizTy0iv5+WlShONh81ptNpp3izb9Bq+pYkQKUqqOv+S071dHX5Uf74Z7NjElEPLwXSg6lkenUSp4dxUYmSb88680PUMrl5CuvzudwKj9UKN1oCmTzRTRKOXeWvANT8faxSonYobVBuLXoE3XxagoCe6GkpK7EoFGTzFWwSuiWStU6e6EkS67Bx19bmeT3dlvfXWsrk5KanWfHUTQqJSs+O1aDBq/D3NOsCQKtyb/FIEplmnKakMlkbOyFOIq0bFGH6awK5RrRTBGNSsGlrgb5nQuT/J/f/0cG8m1kMhlms5mFhQVWV1eZmJggm82i0WjY3Nzk5cuXJBKJt2Kx/vnPf55f+qVf4ld+5VfQ68e7/o2D7/u+7xsamnZ2dtaxpVcqlVgsFhKJ0fklXyv4pDn4EFAoFJTLZTY3NzEajVy9evWN2He9jeag0WjgdDqJRqOsr6/j9/vJZDIfulP+B//+MX/hZ78gyvWdcpjQqVWijjrTNi35WnNAnOsw6jDrtR37S49Fz815N19/Zfr/z96fxjm22PWd8Pdo3/ddta9dvS/V1WaxHUwgkwBOMo83BogTAuEJkAfIkwkzzIx5yCcJCZmQhBCzPImHTBwwmw3XJmyxQ2xsblfve3ftq1TapSqptEvz4pTUWs45kn2777W5/ePDC99WSUfS0Tn/5bdQrTcolKo83EmyvBrlIFMQQ856XCMuTwfYjGU5O+7h0qSPcq1GsVLj9R5nC5UgSPLFxzxW7m8lOD3iZnE6gNmg5eFuitRRkfvb/Y2ESkCW9nJ6zE3qSLoQnw+5ZMPNJtymLtvRXiiFeBm1askQthbMes3ApNzOYvLRbpJn+2kujHvaXPlhJvAG4+ALvdxG4M5mnPmwuKUZ5gyd6KDtKCGaKXBWYcUPYtEkVYR0olpvoFbRNQGVg1olnauQLZSZCTq6/ltjyE2Ex2rkxkp0KGpRL0Xq8LjSVVB0Qqk5ubN50FWAzQRdAzcnd9YPGPXYEAQGfqYgakTOjHqZCcr/NjoRyRQ5P+kn6B58Pjabz4Xt0wEnSk9frTcY7RD1GrVqdjLSv+M7GweSwV0LI56uTcNaND0wlG1h1MON1chAJ6Rao9GmtIVcVu5t9tMiQXS+kfLNBzg/6SedL3KQycvy/kEsREMdn+/lmX6Nws3VCPMy5xRA7LDE6REXD7el/V+PihVsZr1svsK5cR8bB1lZF6HjcpV0vti33bIYtNjNBtYPMkRSeeZkNBSVWoPN1DGLHRSmq3Mhllef28sur+5zfsIv6zIUzxY4KlY4PxlgTSbRfjd5yGok3eVWNB1wUChV2xuclgVpswlLc/06gzGPjUazyX7qiKd7KZ7spTg96uF9X3+Kj/3Id7RDJ+UQj8eJRqNcu3aNixcvcu3aNbxeL8lkkuXlZe7du8f+/j7l8nB6pjeCT33qU3zsYx/jtddew2weniY5CJ/5zGfw+XxcuXLlhT3n1xrels3Bi5p41+t1Hj16xOTkJBMTE2+KCxK8uc1By5Go0Whgs9m4dOkSV69exWazsbu7y+uvv/4VTQ3qjQb/v1/7PD/9W1+STIacDbrIl6p9hTvAtMdEolBtT7dNOg1jHhvnxjycGfPgt5tYGHHjMOuJ5Y7JFcrc3oixEkl3FQznJ3w865guqgQxIK3ZbGIyaHmwneD2ZgyNSiVJObky7e8q6gXgVNjJpN+O1aTn8Z4o2G1tIFwyVJyz415iMoV8TUFIqzTdtyskG9tNOlZkbj4guhhVFDztpwMOxcLLaTawJcF7v7eVIJ7LszQTkC04OiHn6NSCRi1IZiC08HAnwZjH0uekIoVhsgY0apH/uxnPMqogppazEu2F0Kgx4Ri8ZRz32mVFy7fWY11Uml5rRTmMem2Ua3XFaWv7OCX+252NGAEJ+oqc/qX1TGrh+ediltj69KLRFB1TJnwOMgO2VS082UvI0i+kkC9WOCoqb8pauLcVY8LX70AmhbsbMXwnBfjCmFfWSrfWaBCQ0KjkJSxuD4+V1fCxrKhPcFkGN9Z3N2PMj7gJe6yyjY6UbSmAxajjyQkdJZYtKKYig2gPemHSj9tqlMx3aTSbHJerstcFlSBQrAucGpWnVq1G0lyQ2HScn/CzvBrhIJPH67DIvkYmX6LeaLb1GFq1ilGPo92U5ksVIuk8szINQr3R5OZahGtzYa7OhbixKmGTuhXD5zQTkkgzDjotIAh8/tEOZ8a8snqkVvFvNen5hoVRYtnjvtBDEKlGyysR/E5LO0xvOuDkqFjtu59NBZz8k7/xnoHOWPF4nO3t7S4HRpVKhdvtZn5+nmvXrjEzM0O1WuXBgwcsLy+zvr7O4eHhC6fcfOYzn+GjH/0or732GlbrYHOLLwdf/OIXee2115iYmOBDH/oQn/vc5/ju7/7urseEw2F2d3cB0Z0yl8vhdg+Xkv61gLdlc/AiEIvFSKfTTE5O4vUOdpJ4kXizmoOW8Lher3fpC9RqNX6/n7Nnz7anBvF4nOvXr/Pw4UPi8bji8RUrVf7eL/8R/+3BNrMhF+fGvVyeDrA4E+DqTJC/cHYMt83IXMjF0myQa3NBrs4GOROyszjhxGwxM+61M+K2YjPqOK7UKJSrZAoVPv94jxtrBzzZS5EtlAmd2FP2TsqX5oLc2ohh0mm4MOHl8pSfcZ+dlUiaG2sHXRPp06Oevim8rV1gN5kLObk6E8BtM1Cu1fn8472+i7XPbuK+BP0I5HnnNoOGlZj0RsFnN3U1Nr2IHcoXUuNui+LEVsn+FBhYeE14bbJT+JZWI1coc2lS/kY/4rbIbkxamPI7BhSjopORgKCovwAGJkF3vl6+VKXeaMg+pxzlphdGnZZn8WNO9Uz/eyGXmN1CulDCoFXjtZkGhsG10Jom3tuKc1bGDrGFfYmGo1pvEHR0FzhqlTBwur9y8JyfraTx6MSdjQPFZqwXh8XKl5VWnC2UMUok20qh2QSrQcPTPenfcidqjQYus9gADUqhvrNx0GXbGXJZ+7jgIG5P5Kg+CyOe9kT+3laMUyPKGy4QnasebElP41u4u3nQl1p9Zszbpem4s35AaFB4WrbAVMBJQWaosZs85KKMe9DibIineyk2Y7k+elonbq5FuDDx/HwOuaxsxrPt7eHKfoqz4/Lbl4NMHqtRj82o4+y4nyd73dSxfKlCNCPfIIDoCCac/J8UtuI5DosVLnRc/0bcVurNJtGTYdijnQTVeqPPUasTPruJW2tRZkJOWTcwgP3UEfe2Yrzz9Chmva6PEvqBbzzNv/q+b0WjkGoNkEgk2o2BnBOQIAiYzWYmJiZYXFzk0qVLmM1mdnZ2eP3113n06BHxeJxabbh8FTn84R/+IT/7sz/La6+9hsPheEPPJYWf/umfZm9vj62tLT7xiU/wnve8h49//ONdj3nve9/Lf/yP/xGA3/qt3+I973nPmzYgfjPwygT2y0Sz2WR9fZ1sNsvIyMgLscv6cvFmNAedicdK+oLW1MDtdtNsNjk8PCQej7OxsYHBYMDn8+H1etufU/LwmO//d/+F+xLBYABXpoP86eN9yfTSsyMObu9k+zYNbqsRo07bx2F3W400m82udGW1IHBp2o+AwKmwi/WDLPe2EqgE0d2nl6ayMOLuS6MUgMuTfgqVKlvxXJdPd9BpkSyMJ7w2SZrPiNvC4z1p7vK428KDfenJuNzzAUz77awrOAWVq8pT0u24Mvd+f0A2waDUY5/dyNOTVM4zo24yhTKRHovKgMPMXlJ5Ci7HAe7EmNfGnY04kz47KpUgyYfXaVRsDJE10Pl6++k8Z0c9PN1P9zVaUhNfKbTOy8RhGafZIDsZryhYk4IoLl6aDVKt1UkcDtccxDrE4NlCSTaN1mc3tQuWXtzZjDEfdrUTVid9DsVQvRbKtTpOi0Fx69OL3kwCJUz6HdzdPMBhMZCVmKj2YsrvIH54jCAIQ00367U6PoueSG7wc6/G85wacXe5FEmh2ezOpxj12mS3QLHsseT3ZehxWxpG7G7Uazk95uP2ulwmtbgN8jnM7fPAbtbzcKf7/VTrDXRq5e/IYTYwKChjeWWfsxM+HnbcH8a8du6e0J4Oj8sEwm5SR8ey7+/xXoqww0D8qIJa1ewbDN1eP+Da3IhsgvJWPMs3nZvk+jPpf88XK+zVD5nwmNlKdv/ers2HuX5CPz0/4WMtkpJMpM4XK9zfjnNtLkw0k6dQrvZRDHOFMnc3Y1yZDrIaSXWlLl+Y9PN4N0G11uDuRgyTXsvSXIhba1HJz+XMqJdbawcUKzXOT/g4PC6zFc/x4W8+z//xwXcOLGoTiQSbm5tcunTpy6p5tFotgUCAQCBAs9kkl8u1n0ur1eLxePB6vV9WQOznPvc5/uk//af8l//yX970Sf1HPvIRFhcXee9738vf/tt/m+/5nu9hZmYGl8vFJz7xiTf1WF42Xm0OvgzU63Xu3btHrVbjypUr6HS6t8w16GUKfzobgy/HkUgQBOx2O7Ozs+31Yrlc5s6dO9y6dYs/u/eE9/2z35ZtDK7Nhri1fiDZGFyccPNwX6IxsBgxSTQGFoMWm1FHuVrn7JiHpdkgp0fdTAccPN5LcX01ytP9dPsGe3Um2C5YWzBo1RweV2g2RUrJ2TEPizN+To+6+cJTcUPR6WU/G3TyYLu/0LeZdDyQcyJySTcTALmy/HesZDOqNGnWaVTspOVpNhNeK0kFHvyIq1+j0YtBRf1oB//40W6KeLbA+RFHVwFYHyLN+Lg8mAqiOdEAbcZz2I16SZelKb+D6oDJLtB3k3+4m+RyT7aCRiWwERtcIBu1aiJZsbhM5YuSiagtbBwMFtbeXItiHIIaBaKYtpPzvZc64pKE8xGIQkcl1BvNdr0nZ6/ai/WDrOJEtBdGnYYvPtmV9ZTvhc9uolCuyvLDe1Gu1dhJ5AaGy7Wg1etxO4Zzrao3mvidFkV9Qgv3tuLMh91iwrRCkxVJH/VRfdxWY98GYDWS5qKCoNig1bCyn2IncSjLg39+bLF2PsKpsEdy+r+VLEg6E4HYE9QbTW6sRjk7wHUpkj5q/07VKgG9Vt21eVnZT7E4Ix/KVa03qKLm0rSf3ZR0s3x9Zb9LH9CJpbkw/+3BFuM+h6yLUrFSI5ItdZ3HnY0BiA58AadVNlG92RQ1HR6FqT+IVqU6rbrtqHR5OsCj7UTXNeu4XGV5JULYbevbBJ6f8LEWzbR1ffe34uwkDvmH/+PX8ZEPvWvg/T2ZTH5FjUEvBEHA4XC064OFhQUEQeDJkye8/vrrrK6ukslkFGubz3/+8/zkT/4kn/70p980xsZf+At/gc985jMA/KN/9I9473vfC4DBYOA3f/M3WVtbY3l5makp5QTprzW8LZuDr2T1UywWuXHjBh6Ph1OnTiEIQpeV6ZuJl7m6aiUeA2/IkUgQBCwWC5OTkywtLVEze/mhX/kiuzIONUuzob5MgRauTPm4u92/YneaDZiNOnZTRzjMeuZCYnDZtdkgp0c9HBUrpPOltgB5P5UnX65x3MPfXhhxc2OtX5B3ZTpA0GnmwoQXvUbNw50EN9cOaCI9lZOj45wKuyUF1y1HHynMBJzsnBTZWrUKj9XAqNvCTMDB4rQPq0HH+XEPFya8XJzwcn7cw5kRF/MhJ9V6HY/VgEZikjcfkg96AjCplauYkEuZOhBymmX1Ey30vkKt0eT+bobZoL0tWB7kHKQWRLeeQeg8lu3EIRa9FndPEWszDt5ACMCmxDZmeTXaFb424bcP5SozHXR2Nbr3tuJcnekvrEbdVo5Kg5+v0YRKrdZuhpQwIZF++3A7IclxHvTrX4tm2jSXYZq1FmqNxsC8hBZmQy6q9eZQgnGgTem7uxnDN0BTYdRpeLYv/gb303m0A6bfZoOWp7tJHm4nZO0re3GQKXSlUitBpVKxIEFj7MXTvVQXrU1OgJ3IHcuLdCd8ZAtlkofHnFPICmghky+K9Mht6eEOiOeDSyI5+Mp0qJ2EHcsWFKl36aNiW8y9OBtiVUIftby6zzmZADEQNy+ZQkWRAnln46AvhOzchI9ba+J96Mlekkm/Q1ZsXanVebAd58pMkKW57saghY1YliYCc+H+RnXMYydfqnB7/YB6o6loVZs8LHJ/K8Z7zk+wFctJDtBAzDh5uJPg/ISPEbeVi5N+nu6m+jRkP/zti/zAXx4stk2lUmxsbChSib5SGI1GRkdHuXz5MlevXsXhcHRlKnz84x8nHn9+rn3pS1/iJ37iJ3jttddeWobUKzzHK1rREMhkMjx+/JjTp0/jdD5321Cr1VQqw1EIvtrxsoLNAD57b4uf+dSfMeKxMa3RoFJBrVqlUqlQqzdwmI0UShXOjnkQr3lNqrUa1WqFUb+LfKnG4nTg5LjE5xQEKFcbJHIF9FoV2UKJbKGEgMDFSR93epKJ1YJA2G3lcQ+P12HWkzg8ptFsolEJzASd2E16BJXA9ZVIXxNwYdInaV26MOLmsUShb9Cq27SLXpwe9XBz/QC7SY/Xokdo1LBZzSCosOi1lKs1sgVRL9GZ9Lo0G+CBhOsRiGLhOxvP37vFoMVtNWI36dFr1dhMeuaDTnbTR31NEkBlwCVhUJpv2GUdGBImF2z2bD+DUafmXQthPv9YeqXfwnTAoSiqBnCY9H2uKLvJI0Y9VhqW50VkYQga0ITPLks9urcVZzboZDWakXVD6YXUpPbBVpxRj5Xdjs2L32Hu+t9ysJt03Fw7YGk2yLJMk92CFLf4uFJjPuzuSxTeHdCkAewmcliNOlmHFSk8209xaTLAsoRosxf6k6Z7JSK69UhZWbZgN+vbFqaVWp1Rj5W4gg5jPuzm7snE/SCT5+pMUPGY5kJu7m6Ij6/VB3crbrOOZ/sp5gboSlp4spfkG06NDHzc4XGZpbkQyyv7aFQq2W3Vfuqo/bhOqFUC+x2DmtsborXpnsL3vZ864pvPT/LZ+1uyj8kdl7l44mLUgtmg7XI3S+SOuTwd5Pa6/Od8fyvGO8+Mcb3nuFtoNmErlmPEbe3bGo957TzeSVKs1Lg0FeDOhrQTU73R5Mlukgm3ma1UgTGPjY2DbNc1//FuktNjXtajaUl9k7g5ExTZUsnDIrnjMldnQtxYE9/zqMdGvlxtUwtb96+l2RB3Ng4kKX6LM0H+5ME2VpOOK9NBbilQwe5vxVmcDqJWqzAbunUG/+Cvv4O/+1cW5Q/4BKlUirW1NS5duoRON5yO6iuFWq3G6/Xi9Xrb9KOPf/zj/Nt/+2/RaDRcuXKFP/3TP+WP/uiPCIflt0av8OLwqjkYgL29Pfb29rh8+XIfL+6tyht40XiZjcGv/+lj/o///N8lJ+06jYr5sIflTelC9+psgC886b85WAxa/A4z6xJ2mldliqMrM0GW17r/u0qA8+NeStU6AYeZzViOp/tpNCpBFIj1HLNWrZKd6MnxX8+Pe1k+2UrYTTpCLgtWg456s0G1Vsdu1JErlJ8LYhPHYuEoIFm8y02wW3BbDKx3/O986bmrk0oAm0lPtlBGECDktBBwmFGrBA6yxxRKFdlMBQCtCsXkVRjkViPa6CltBYqVOseVKufHPWwnjmStSnt9uKUw7rOT3eyfcu4mj0QaT7PJ4XF5YJIziEnGcs1Btd4gdVTEazMqujx1Qsp1plSto1Wp0WpUbcqAlJOXFIJ2A7njMnfWowQdJqIKAXMJGUranc0YZ8e8bT55yGUZyv0ocVjkXWdG+fyj3aGOVTwHchQrNexm/UAxeGfxlz4qoRYE6jKfy3TAye0OjdDdzRhjXltfk9iCqmdTsB7LYtCqZd2IOjUJq5E0Fyf87eZCCjNhD6mVCCvRLJNuE5sp5Y2AzaTnIFdAJQgDv/uWBarPbpYMXGzh4XYCr93UJQA/P+Hnzsbzv6nWxCGNUnPgsZm4vrI/8Dd8dzPGpakgdzbE6+3ZMV/fVP32epSLk4G2lqAXgiBqckZOCnYpHBUrOMwGzAZtm+Zk0GoQBKG9Hb2zcXDSHEk3ItV6k0ShylzQQeqwKEmXeryTYCZgZy95RKmHfnh+wsfdjRi1RoOrM0FubxxI3guqtQY31qJcnQkRz+UplOukJeiby6sRxr12NGqh6/52dSbIzfUozaaoRbi1HmVhxEO+VJFs4K9MB7m7GaPeaGI2iHqEh1tx/j/vXeL7/9Jlyc+iE+l0+k1rDHrRoh/983/+zwH4oz/6I/7xP/7HTE5O8t73vpd3vetdfPu3fzvvfve7X3qm1NsZr2hFMmg0Gjx58oRkMsnVq1clBTN/HpqDTqvSF90Y/Nvfu8lP/Kc/kbxYmvUapgMu2Qn4vN8sSfUx6TSEXFbJxmBpNiTZGFyeDrC8FsVtNXB+3MPSTICFsOiE9PnHeyyvRnm4k2wnKV+ZDkjmDlyaDhDN9E8hz415WYl0T+7cFgPnxjxoNSrOT3jw2Y3kjss82UuxvBalVKlzbyvRtjntxOlRj2RjIP6bu0vn0Au5vASA+bCrLchtNiGSznN7I8aNtQN2k4fMhZxcmvBxccIrGS52asRDVWFaqlELAwWpLtPgeUS11uD+dgKtRmBBYh0PdIUoyUGv4L6xkzzEZtRzZsyrSLNqH9MADUQqX8Ru1g/UY4DoELMu8zltxLJdCcTDTO4BrGaRt1xtiNsquV+x02xQTALO5IvoTib1vfkGSqjUGkNlJgBtC9SjYmWgLmDEbe0SRO8mD7ksw2sH+qhH9UYTp4wGR6NSsRbt3uqlj4qyoV5GnabPQShTKClSryIddryCRjeQpjUfdrMezXBFgmLWi2qtgd9hGdiQHperjPQErR1K5Jw83I5zUcGSdNLvJF+qItAY+D42Y2KmQMhl7WrWOrEVz8nadS7OhHm0k6BYrik6je0mD5kOuNrOQGcnfGz3nN/LKxGuzsp/nuVKDYvJiNUsr9VaO8gR9ti7TAnmwi5WIpk2xefGWpSFUY+iRe9O8hCXxaRo5bydyLGTOOTaXBi1SmBx9nlj0Ikne0kOMnmuzYW6XnNxJsjdjVj7vlsoiXqE//n/9fVDNwarq6tcvHjxTW8MevHgwQM+8pGP8Gu/9mv8/u//PsvLy/zVv/pX+f3f/33e8Y538Nf/+l/nP/yH/8CxRMDgK7wxvC2bg0GoVqvcvn0bnU7HhQsXZKPBNRrNG7bk+kohCMIbFiV/pcLjQWg0mnzkV/87//q1Zcl/t5v0BJ22tk92LxZngzyL9xfhWrXQthvtxaWpADdONgN6jZopv4PLU37euTBCrVbHbTGQOixyfyvB8mqUYqXWRz0CGPfYuCMxhfNYjbKNTK3R4PSIi6WZABfGvXitBlJHRXQaFV98us/9rUTfxkHps1ZKH1byoZ4LORX5/pYB4TbH5Rq3N2Lc3YxTKlc5M+LiypSv3SgMsjAdd5llm5oWjo6VHV5UAu3COXlY5Ol+mqXZQJdYWaMWBoawAcQVmigQGymbQTfQ5lR87ODtQrlaY9Q92HJzym9XbDaWV6OcGfUQdJq7wuSUEOugzmwmjliUKS5H3OZ+0UcH9tN5Lp5YLNa/jOtL6vBYVnjZi05twu2TkDM5SIWDbcSykkJRjUrFerT/2nBvMybJ+Z4bcUlucB7vJiWdsE6NePo2YzuJQ86NSQulpwPOruZuI5bl8gDRcywjPn41mpFs0HuROioOFfJ3Z/2AhRNr04VRT5v/34toJo9ZQtjuc5i5e0LP2U7mWZyVFvO2kC2UmPA78drNsud6tlDCa7f0OVH5HGYe78TbxzPhl04ubuH+VpyrcyEuTga4KUOpu7Me67IO7cSlk4l/rlhmwiedVg3idcmkU+O1GRlxW4nljin1OIk93E7gtZkkG2u31YhapeLOZozD44pi+nS13uD6yj7vPD1G5qgkq7cRHxdBr9VwZTrIlekAd9ZjfVun//2D7+RvvOe87Ou1kMlkWFlZ4eLFi2/5VP7x48d8//d/P7/xG7/B7OwsADqdjm/+5m/mX/2rf8Xt27f5Z//sn5HJZF54hsIrvI2bA7niLJ/Pc+PGDUZHR5menlYs4t7KzcEbfe0XJTzuRbla5yc+/ies7Ke5NhdicSbAuXEvM0EnQaeFkMuMw2yQnjALsDgT4OZa/wVerRKY9FrZimVwmbSMu82cHfWwOBPgXWdGUQsCcyEXHpuRSr3ORizLRizLSjTN/e1El02cXqOmST8FRkAsgKWca8Z8doqVGhqVwLTfzuJ0gCtTfr7xVJineyke76ZYXo1ybytO4rCIIMg7CoWcFh7JuBdN+uyy6cRGnVq2oYJuK0QpKNGRjDp1V25CrdHk0W6KW+sxKtU6F8c9qFVyzt0iBhUzagEOjpRFq1N+R1e4WxMxF+H0qBu7SSziZwKOgSFUNpNuqII+c1zCazcqHvuox9ZlhysHv8PMrfUDlgZMfQd9TzQhlslLCoel4LQY+mgej3YSkpP8+gBbVBBpIWG3ha0h6FYANqOO9YMMD3aSspueFnQadde0vt5sSjpItXBc6T9fUkfFtnNLJ+bCLsmJOJz0Qz0nr1kv3RTmSxVmJZyR5AqQg1xJsllxSzRLe6kjWYHwuNfGTlLcNGQLJab9g79/v9NMsVJDPcA+GETKnloloFYQrceyBU6P9RfRY57uhvbhdrwv+6AX5WqtL523F092k1yd7eaQ+x2WLm3T/a0YS3PKzchWPIdOwXGp1mjw9CQJuBNXZ5+HlWXypYENQiRzjEEtoFM1ZelwW/EchVK1yzXIZtJjMejaNL18qcKdjQOuzgRlBc9XpoN84dEuO3Fxi6CUQp0+KiIAR8VqX9L0//Ghd/K3/uIF2b9tIZvN8uzZMy5duvSWNwbPnj3je7/3e/nVX/1VTp06JfkYQRCYn5/nH/yDf/BC05FfQcTbtjmQQiKR4N69e5w7dw6/f7B7w9dic/AyaURHxQrf+28/w29+8Qk31qJcX4lwc+2AB9sJ1qIn3X1TYCeZw6hT47EaCDiM+Kxaxr0WvmE+TLZQZtrvYNrvYNJrJ+y04LOZuDjpZz1+RLHaIH1cZTtV4OFukp2DNLfXD7i5fsCz/TTJwyLNpjiBDrksXX7uLZyf9EnSb67OBLqcMQRg1GPlHXNBNILAbNCBWiVyQW+uRbm7EWMznpOc6pyf8MkKSa26puy0T27NDqLoWY4CI6Ds3jMfcipalM4FXbJ6gUqtTjpf4vpKBJ/NyNJMALdEQZcb4KozG3S2qVtykLPDfLiTwKjTMOV3YBtUXCN67g8aJom2o1nWDrKEXRZZ20K/Y7iJeOXk87uxFmXSLW9PeDhE0m/yqIRhQFppC+Pe/sn7caWGy2roE0pmhnA+qtTEgLNhE4nHOhJ28+WqbPELYvp2b2N3fzsu6fxj1Gl4JtMM39uM94VhKW3GViNpLndMagUBNuPyFLi766JWoQWzQcuTXemGPpE7bifQtqBWCZLT+Vi2IEuL8veEyj3ez+Cxyp/rZoOWxzsJtuI5rsjYcnZiK57lGxfGeCizAW3h5lqE+Y4AtaDTwp0e8WuxUsOlYJmsEgRKlRpP91MD6Wk3ViOcPimkL08FeSBhdX1zNcoZmbA+lSDgthq5sxFVdJAqV+tsxXPtALO5sIu7W92Up1aDMKA51G0AAQAASURBVCLjymbQqtEbjSQLVWYD8k1E7rjM490kS3MhzHoNfodZclhxYy2Kx2ZiNtjdVF+eCnBvU9wA1BoNllciuK0mzo1LfwZXpoPc2YixGknzZDfJuXEfY147//sH38nf/ObhGoOnT59+VWwM1tfX+fCHP8z//X//35w9e/YtPZa3M141B4gF89bWFpubm1y9enXoKO63ysoUvrLm4GUKj5OHx3zXv/wdXn8m7S4x6hEFvpFMnmZTvLkkj4ocZI+JH1Xw2Cx88ek+a9EM6wdZ1g+ybMZz7KfzjHlt3FrvF3o5zQZUGh35Un/BvDgTlHQPOj/hldQyBOwmsoUyl6f8XJ0JcmrEjVGvZTd5ROKwyPJalNVIpquAvjTllw0E6w3eacGgEdjNSP/boM2AkkXmwohbMVF40LR6UDpmiyceyx2zvBrl8LjMlSkfYyc++B6rga0B4WnUBqcQH8oIkAEOsgX2UjnFCVoLSgVqC1MBR5sG9TSSZtJnl6RODZOBAM02l7/ZbJI6rrZtWTuh16plN0O9eLSb5OrMYMs+uff6eDfFYkchGnCYiaYHayIAms0Gl2WyD3pRLT//znaT8pkJoDCtL1f6bFjnQi5ZSkqpWiPcQ+EapM/YSx21v9/ZkKvPmakTtUYDe4fo/VTYo5hyfG8zjr+jWVkY9fSFWrXwYDveNwTQa9U87QlDrNYbhL3ylJqFUU97wv54N4HbquyXD1Cq1fE5lB/XbMJx6XmTZzeokJIaPdpJcFWGXnR5JsBGLEuhVMVs0CluEBrNJrGM6BYkp4dpNJvsJHKMSFDQFmeDPNlLUq012EkediVN9+K4XCWeLXB2zEs6X5L8bWfyJTKFUp8eRhAE5ke9rEXTHBYrbCWOFLUhjWaTO+tRFmdCRBWE/XupIzZiGa7NhdCoBC5O+Hmwlei730XSeR5uJ7k4GcDfsRW8PBXg7kY3lejBdpzv/gtnh9oY5HK5dmNgMAzntvaysL29zXd/93fzsY99jIsXL76lx/J2x9u2OWgVxo1Gg4cPH5LP51lcXPyyBDhqtfot0xx8uc3By9wY7CUP+cC/+BSPZCZrkz47+VJV1iVFtGWTFq0tzQW5KfFveo0aj83EgYRN4amAVVKY7LYa2U3m8dqNnBkVg9GuTPuZCTjw2E2sRDPc2oixvBblyV6KQrnKlemApPhZp1G1cwh6cXbMIzvFPzvmk0zMBDgz5u2i1HQi6DDzdF++cTDqlafMSkJllcBAIXGmh1ZTrTe4tR5jN3nI+TEPZ4bwfC+jTDsy6tSSn3UnNCoVf/Y0wtWZgCKVYpgiuJdX/mgvyVzI2VNsN4dK8p30ObqclQ6PK+g0qr5txLTfMVDcDBB2W4nnjrm3FWd8AL3oICv/Xh/vPqcXjQyhh2ghc5hnZT+JZcB5BZCtdL+fRzsJPDJTZblj3Ukc9gXKDcpBuLMRYz4kUigmfHbZJOcW4rkCF07E3sO4XT3cTnD2hGJTG/Cdlao1wh2Fq04j/7kdl6uM9XynZ8Z8kpSoe5sxzspMi3diz+lZ+VKV8QE0JL/DzM21KH7H4PNgN3nIpekgXquelQP5wvbhdrxPM2LSa9ns+B2vRtIDNxupoyLTIRc5BU3SUbFCs9nE3vG7nQ46u9Kd86UKhXJFsQHKlyrodFpJbUULhUqd3dRhV2Db1blQl41utd7g1lqUa3PS1poCMOE2898f7WDWa/u2A52oN5pcX4lwbW6E40pNNscAxHPisFDh2lyYxekg97fifRqDH3/f1/O3v/WS7HO0kMvlePLkyVdFY7C3t8d3fud38ku/9EssLg62Wn2Fl4u3bXMAUC6XuXHjBjabjTNnzqAaIkCoEyqV6i0Twnw5zcHLEh6DmFb5U5/4Aha9lpDL0jfFnA06SR0V+4rLFhZnlBsDOc/2hVGPZDjOhM/GTrqIz25kxm9jIWjjlN/MvN/CiMtEtV4nkSvyaFcMRru1HsNu0vNQQgNgMWhli/yLk35ZW1O54k8lCOwpFK1yk0aAUa9Vliaj06hksxQA5oLKQuW5kEvSNakFp9kgW7Q3m3B/O0GuUObMqJuZgEPycW6rcWCRPeo0DSycpwNicX1j9YCFsFtSK+C3m9gfojmQKsbubyc4O+5piyR7i345GFT9v8WteI75nunjMCJTEMPkgJNpdVNWDO6zmxRzEArl5/SiYW1RdRo1+9kS+XKdqQEFZ1iCulco1/qKXxA3FzsKOpBHu8k2VUUQYPNgcFPWsjT1D+mU9HAncTIkGM4FKl+u4DDpebyjTMUBUfQ7H3Zj0mvbglo53F4/4FQHN7yoQLdL58t97jZnxrzEj7rP39vrB0z75cXdYz479UaTB9txRcenFm6tRRnz2BXTnYuVGlqNuis87ty4r+9a1kkdksLCiIf/9mB7YBOxnzoi5LSiVQsYtBoqtXpf+Fsid4xRp+1qIjpxZSbE7fUoh8UKEz6H4nt7tp/k8nSAq7PydqjXV/a5MOnvcylanA2xGhevQ7HcMRuxDGfD8q93KuzmzsYBmwdZluZCigYQpWqNcqXOQbbQR2n7+3/tHfydIVyJDg8PefLkCRcuXHjLG4NoNMoHP/hBfu7nfo53vOMdb+mxvIKIt21zkMvluHnzJjMzM4yPj7/U1OGXgWGbg2az+VKExyB6SH/o//wdPvdgm0e7SSLpPLVGA4dZz6TfwbvOjOKwGDg16mFpNsSlST8zXhOzATvTfjvvOjPKXvIIt8WI1ajFrNdg1KkxaNUsnayKHWY9HquRkMvCpM/OfMjFXzg7jkoQuDob5NpskKszAS5M+Dg37kWtUlGp1YnniqzFDnkSPeRprIDFZOLeTrpvMu+yGCSbDIAzox7Jpsas1/JsX/pvTo24uoS9nTg/4eVAxn9+JuhUFAzL+bSDaH0qt3GA/gl5Lwa59UwF7IqFpVatYiWa5tFukrWDDFNuMc25ExMSvPheDNp+AF08/Ic7SRwmPeEeTvOIe/Br6TQq2Ybn9kaMS1PixNBjH05vgCB9I7+7GeNah41idoCnfwudTdJ24pDzMumpSk4/LTzeTXF1Jsh2bLiCeDbkpHxij3l/p1/E2YmgU7oov71xwJmx7r8bdKyFcpXJk2ZkOuAklZdvlltYO7H9VKIIdeK4LAo2B20ZWtiO5zg37pFMH5ZCo9Hk9Kh7oGAeRA68ShC3RE/2pLeuAJH0EZd6ink5GmCx2pCk8NhN+i6twUYsqygEB7HJTh9XFW03ATYOMlyaFot6v8PczjfohEgdyuOW2ChpNSry5SogsLwaGeiE9GQvyYXJAOcnfbJN3nYih8dm6ktivjjlb4fctehDUwF56la13qBcqw8cHN7bjOGyGMX8FODaXLgtdG6h3mjycD/LjN+Kw9jdSEwFnOyn8xRPtgaixsAoq7M4O+7l8V6C/dQRtzcOmAk6OTXi5oe//So/9G2Dp+6Hh4c8fvyYCxcuSNq0v5mIxWK8//3v51/+y3/Ju971rrf0WF7hOd62zUE2m+XSpUu43dI2dF/tUKvVilamrW1BrVZ74dsCgC883uFv/OvX+qaqzaZYAJn0Gm6sRrmxGmV5JcLyaoQ7mzHWEsesHuRwWc18/tEeB9kCqXyRo2KVQrlGsVLn9KiHG+tRjopVsoUyyaMikXSezXgOm0nPnzzcEf35V6NcX41yY+2Ae1txBGD9INt3I5/yO7gvw+V3m9SSE+Qxj7UrJKgTZ8e8stPkXlu+ThQktBEttJx4pHB6xC3bVIBYkMhBADYGTOwHTfRrA3zU50KuLgvTjVSRSCbP4rS/nRg8zNQ6VVAWKwN9ORN7qTz5YoVTHS45w7zWdMCh6A9/c/2ApdkA5SHcfVQC7Kblv5/rqxHOj3sx6TWyFpKdEIR+Z6kba1EuTPQ3CMNuLlNHRXRDaDWAPrpFrlCSnWKmc/Jbi3S+++96bR+lcGv9gLmQS1Hs2otMvsRBZnBYWwv1RlOR4tGLeDqHTeH32Ym1aAaDbrjt0GYsy+JMqE87IYXbG88tX4NOC/clRLsAkUxBcvo+6jR2mRm0rEaVEHDZ2IznuDg1eMtwY3Wf06Mewm6brDYjdVTEYzP1NS+Xp4NdRf69rRjzEm5RnShV6wgDCvb1gwxBlwXzydAh7Lb2pXjnCmXimTyjLmkaUtglJpZfX9nn6kxQUTuxmzwklS/ynnPjssnOAGuxI+oIXDqxVvVZ9SQz4nWsE5F0nkc7CS5O+fHZnx/fwqiH1Ui6Sy+xFs3wzjNj/NhfvSb7ui0cHR3x+PFjzp8//5Y3Bslkkve///389E//NO95z3ve0mN5hW68bZuDiYkJTKbBAq6vVijpHV6m8Bjg926u8Xf+3X+R9bQ/N+5lLZqRdda5OhtqZxL04uy4lwc7CUkKzdkxr2zBvjQb5L6EC4dBq6baaEgKzy5O+FiVyFMAcZouRXFxW4ySr2MxaDk/7qFWb3B21M2c18yFURdLM0GWZoK8+/QIVoOWC+Nezo66WQi7mA85mQs6OD/mOSlwnZwZdXNuzMPFSS9Xpn1cnQkQdJm5OuPnwoSXuZATn93UdmW0m3SKIub5sLLwcjboVAxV02lUrAwoaE0SE/96o8nN9QOq9RpLMwHFRFUQNRWdSbhScBo1ko/JHVdYi2baAtreECQp9E4UpXBz7UCRl9yCaL+qEMrWhPVohksTPtlk307IUZk2Y1n8HVxqsYnIDnw+EGlddpNesXltIZ7r/k3sp/OSjYleq2Y/K78JiabzXDzh+Bu0alYUNDOdqDcaJGX0SVIQJ6zSmxUp7CZzNJrNgUFeAHajhtV4gbkBxWoLfoeZx9sJWUpLL9aiaQ6GSKGu1hpYT0wFRn12xWyDW+sHXdNwo07Dbrb/N35n46CtwejFhM/B7ZMNwI21SBf3XgrNJmg1ajYO5OmNAM/2U11bkBGPrS8krVprkDgqdhXEnbAZdRxkC1x/ts+SDN+/hZVImlGfA7tJh06rkdyw5ss1kvlqn7bDatShUqnaJgk31qLMhd2K144Jn4MvPN7l6mxIceNyVKxwZzPO150KY7eYOVLIh7m7EeOoWGFpLsTCiJvteK7PWe57vukc/8v7vkH2Odqve3TEo0ePOH/+/Fte/6TTad73vvfxUz/1U/ylv/SX3tJjeYV+vG2bgxeJt0J3IEcretmNwSf/7Bn/34/9sex06MKEj6f7KVlbzKXZEDdkdARzYRfrBxnJonzca2crnpNc758b9yo0G9KWojajjl2ZYnTOZ+HRidORw6Rjwmfn3LiXKzMBLk56OTvm5vyEh5mgA5/diE6jIl+q0GjCSiTDw50UK/EC93bSLK9GWV6Nki1UuL0R495WnIc7SZ7spXi2n2YlksGg1/AskubpvkjNebCT4O5mnFvrMZ5FUnzh8V57O7ISSRPPFdCoBUIuM5enfFyc9HFl2s9s0IGpRwA7qAh2DihiToXl7VNb2JAInmohX6qSLZQwajWcGZUvsEY8Q4SHBeX/vlZvcns9xrsWRobKJFDSd7QwHXTwpWfixFAJrgH0DBApM2qVaqimRM7O9rBYwW7St6eXEz770HajhVKVp/spFge4H7mtRknHmJtrUUbd3RSi2aCrTT+Sw83VCCGnmZkhHtvCUamCZwjnnRbyxapYECu41LQw5XcQSedZP8gMpK8AzIa9NIFb61HmQsqTdhCLw0yhzJzCudqJcZ8Dj324JGrRGjMsa6naQq3RoAnt8+TsuE9WU7RxkMZm7G+A7RY9rWCIZlMUkg9qeEqVOmGPfWADemM10nb5sZn0ktf79FERk0EnqdGZCbvbzeON1QhXBugnnu4luTIT4kCBSlas1Hi2l24/l4DAhM/RR1sSA/IMbfpQJyZ9Drbi2RNNVISw26ZIpbOb9URSeeK5Y9nQws7ji2XzVOuNvkC/93/DAj/5nYPpOPl8nocPH3Lu3Lm3vDHIZrO8//3v5yd+4if4tm/7trf0WF5BGsMZaf85xIsqmltFukbBneJlQKVS9W0OXqbwGOCX/uA2P/Op19GqVYy4LbisxhNbSdHT2qTX8HQ/JWv9uDQbkhUYj3ttHGTykoWoy2KgXK1LTn2CLgtbMlkDFyd9kk5H0OTMqJtotkDAYcag1aBRCzSaTZoNKNVq+OwNUUh9XCFzcmMNOk3cyxUlG5TZoFNS1Aww4rLIpiurBGU9wXzYxY3V/vdQrTeIpPOYdJoua0yVIDDmseK1m1DRpFBWmGgDWwqvDXQJDaUQsOk5OFTm0TvMBlYiUfZSR1ya9LGTOuqzXR2GvtNr7SeFfLHMlWkf9zYTsjxxu1nPxhABXy2txo21CJenAtyW2VrJBW/1YjuRY9xr4/FuSpH6dKwgTl2JZFiaFYX6XptpqM2BUadh5USwfmcjxrjPLrtdmfDZSR31T+0bTVCrNWjVqnYxJ5cL0Yl6E/QagVp5+E3AuNfO490EHptxoJbAaTHwbD9JowkamST7TnjsprbJwNO9JE6zQbHBammOmk2oNZuoBGQFuoIgbiVAbCZOjXj67El7Ua7W2770D7aVRcwAKpXQZ/kqhc1YlmtzIW6tRhW3dkelGqdCDg47NFTjXiv3etLjk4dFLk762ynJvbg0FWgny1+bC3FdxtK6hYfbcd59dpz//mhH9jFb8RynRz2s7iepnnipXpoKdG0amk3RRvb8hE+WanVlOsjnHmwzF3YRTedlbaar9Qa3Nw5YmgsjANdlBMi7yUNMeq34nk8+D6/NSL5codBxj9o8SfK+OhPixlr3cxl1Gvx2C6sn+rSba1EWRj0cFkqSZgoBu5H00TFHJ9TUmaBDtFYNe/inf+M9A+/1+XyeBw8ecP78+bc8MOzw8JAPfOAD/P2///f5a3/tr72lx/IK8ni1OXiD0Gg0b4mdaW/GQkt43Gw2X7jwGOBnPvln/MynXgfEi+he6oj7W/GTyXgErUbFjbUo2UIZo06Dz6pn2m/j0pSfpdkg7zk3TrPZ5OKknzOjHmaCTkY9Vrw2I2MeK5V6XbLI0mvUuK39lqUalYDNoMVjMWAx6kSxctjF+XEvl6f8fN18CJNey9XpAJcnfZwddTPpteGxGDg/5uXPVqJsxQ95tJvk1sZBW7ugVgs83EkSyx33FZd2nVq24FQpLPoDTotsMXh23Ctpx9pCLCNfVI15bH2e+Y1mk53kIbfWDyhW6jzeTeGy6Lk06WVx2o+nI2RsJuiQdVwC8TOWE2u3IJXC2/ceOt7fnc045UqNxWk/J7m1aNWqga+jEmBjiHyA9FGem+sxxj1m2eJ1yqcssG6hU4x+bzPGqWC/A49JN5yOwGM1sJ045OFOUnF6r9eqWY0oP9+N1ShnRj2KTUQnZoLOdkFfrTdQC4JsNkKjKa9j2ornuoLE9gfQwFrYTOSx2wcLp1solKrkS9WhhOXTAWe7WF+JpAdOYPc6muGjYkVRjDritrLeYfG7cZBV9LWfD7uJnBR2zSaUysoJwWG3lSe74tAgkTvu2/r1QhDEz3xcIcG3E7c3Dvj60yNdvz8pPI1ku7Ip9DLnxt1N6aRinUbddQ1bXo3I0pXar6HVsJM8lKUOtfB4N8m5iQAI4lZrI57te0yt0eDZflrS8nXUY+PxyaZlZT+N12bCKrEpaaHZhFqtITabCt/dcbnKnY0DlmZDWA1aLEY9CYlrabFSO6FlefGebAQ1KoGZoKvdGLTwZDdJ4rDYl4bsc5hoqlTtxgBg7SCLRdPge98RIplMKNYgX02NQT6f50Mf+hB/9+/+Xd7//ve/4ecrlUosLS1x4cIFzpw5w0/+5E/2PeZXfuVX8Hq9XLx4kYsXL/Lv//2/f8Ov+3bA23Zz8KLwVqUkq1QqGo3GS6cRNRpNPvJr/51f+/xj2ccszgS5vX7QLriKlRrFSo34URk4ZGk2xOceSE+InGYD9WaTaKaAIIBWrUarFpsblSCGFa1FM1gMWnEz0mhQqTWoNRrMhFyS01wBODXiluTim/VaDmQK4pDLwp1N6enTXMjJM5mibdRp4FlUehLrshgkNQotKPlZzyu8JkDAYVKcCmpPbjDpfKlNtREEUYzrthoxaDWsRbOyfz8XdrVvrHIoVJWL7KDD3JexkC9Vubl2wMKIm+xxGZfFIJuR0cJs0CnrENWCSadhLyu+z7X4EaNOIzmhyVG5+/cpKNz0W7D22NjWm03WYzlOhV087bCNnQk6uL812OZy3GsnebItWV6NcmXaz631/nNXaQPVQhNIHh2jEoajM/YmLW/ERKvEXmtGuVTfTtxajzLps1NtNNhTsFDtxJTfwePd1FCbAKtR105FvrsZ48KEj3syE2GAUs+mcTWSwWHWS7pCTQecXcU+wO2NKPNhN88k9BBht7VP4/JkL4XbapSkpZl7Epq3EzmW5oKyE+gRt43ISYhiLFtgaS6kKGQ9M+bl4XZCzCDomFrLoVZvUKrU0KqF9uRdDk/20ox5bRi0WlYUaIJ3NmLMhVysdBS2l6YDXe+x2YT1WJaQ20pEjroZdnNzLcqEz47ZoO2auPfi9sYB1+bCFCs12e1AuVpnZT/D2XEfD082MDqNCrVK1bWN3ohl8dsMGHRayWJ+OuDg8W6SUrXGwoiHaOZI0WHs5lqUb1wYlTx/OvFwO4HVqBOb1yay9t2VWp3rK/v47GZOuS1sx3PotZo+etPXnRrh3//wt1E6LpBIJNjc3ESr1eL1evF4PG2hcaFQ4MGDB5w7d+4tbwyOj4/5zu/8Tv7m3/ybfNd3fdcLeU69Xs/nPvc5LBYL1WqVb/zGb+Qv/+W/3GeH+sEPfpCf//mffyGv+XbB23Zz8KJpRW82WoLkl9kY1OoN/v7H/qtiY3B1Nsit9ajsJPbanDyVyKzX4rQa2mvUZlO8OBbKVfKlCqdG3NxaPyB3XD4Jt6lSqtZpNJtcnQ3J0jyuzgZlRboLox7ZabnbYpR1sFHi0Sqt+WeCTtnnHDuhmMjBYpDnp6sEFKkxJp2GpxKfQbMpOjotr0Z5tp9izG1haSZA2NV/4zAPsBb12owDw9OUOLdP9lJk8yWCDjMoSizBbhrM658OOroobbuZImajnmBPINIg0SSI6cm9NKZqo8lu8pDpjiwH/ZB0wt5392A7wUywf2ptGkIADeCxmXBaTEOJaqUC4W6uRjjVI7KdCToHUqRqjSaCSiDsGj5QzWszcVSsEHYN3gQELNou0XY0k5edqFsMuj7aTu64zLSME5GUjaaY1l5Falgu1XjnSxVGJWx5TXotTySyEB5sJQi5+jUFOk2/QPvmalTZRanjJNo4yEi+n06cn/CzvBrts0GVQqlaQ6NRD7QtrdYbxLN5LAbxO3FaDDyUeN/5YgWtWt3n/Q/ihuXmCc1mK55jwudQDDQE8bwzDnCBqtTqrOynOXcinr4wGZDUz8QOxSZ9sifjwGk2kC9V265aT/aSGHVaxU3N4kyQLzzepVipcWlKWc9zVKygVqko1+oDN67xXIHVSJr5sLsvDPDChJ9f+sG/gkGnxeFwMDs7y7Vr11hYWKDZbPLkyROuX7/OkydPuHPnDmfPnsViGU7X8rJQKpX4ru/6Lj74wQ/y4Q9/+IU9ryAI7fdWrVapVqtfc7b0X6142zYHLwq99J43CyqVikqlQr1efymNQbla4+9/7I/ZSebEjIIpPxM+e9fNoyUulmNoLM2GuL4i3Rho1SrG/XbZkLHF6YBsUzEfdnFXpjGYDTr73C9aOD3q4ZbMtO3ChOiSJIWLEz7ZkLFJj4XNlPQ01KhVKU7elVbqNpNOcZp+etRDUkFUe2rEpSgkng85iWWP2UkesbwaZT+VZzbo4MqUD6NO3baFVcKEzy773bdQUHLxQdwyPd5LcnrEg09GiAso0p9akLLbjGYLFKt1pk4K+jGPhUxhsEZALp23UK6SOjpupw0P65ffe55Xag2y+WJfkvBBRpkC0oJJpxEFqgNEtQEZF6hGEzKFUlcDOigPo4WNg2wX7WEQWsno97biAwsoU890M547ZjYgXZzNh12SNL9bawecGe2mmAgCbElQUkDU/JzuERvPh92yKdt3N2NcnOqmzZwe9UgmnxcrNewmQ18Td27c1zeRbjSbVGsNScrXmNfWVYTnjssDaVfHJ9P4G6sRzioEkLVg0GowKgwkWsgWq4TdNgQBfBaN7NR/O5Fj0u/sKvw1J8UxHZ/Io52E4nnhs5t5tpfi+so+1yRoTZ2o1Oo83U/xTWcnZI0vQKRxxQ8LnDuhIqkEUb/WS8GKZvIkcsdcnu4/vqXZcPs1jooV7m7EWJwJyTaz1+bCLK9EeLidIHdcZmkuJNsU6TQqRr02Xl/ZZzOW5fJ0AL/DzFzIxcd+5Dv6tlQARqORsbExLl++zMLCAslkErPZzMOHD3n06BHxePwtoUCXy2W+53u+h+/4ju/g+7//+194rVKv17l48SI+n49v+ZZv4dq1fjvX3/7t3+b8+fO8733vY3d394W+/p9XvGoO3iCULEVfFprNJkajkWazyfLyMs+ePSOdTr8w16R8qcLf+rnP8Hs317m3GRczCjZioltQvUnQaeGbzo0DTa7OBpkL2PBZ9V2Nw9UZ+Y2BSoDTYx7Zwvn0iEeWSuCxGkkeliQdLsx6LflSRbJgMOk0pPMlyWLWqFPL8v41KkHRVlEpWXI+5JQNJ7Ob9bLNCMCpkHKQklwIUgvlqnLSsM3YXwiuRjLcWo+hQuBdp0cGhqMpBa+BuHlYGcCfH/VY2U/nebSbpFCucXmq3zLRZ5N20OmFnBVqpiD64J8edRNwDjdBU6LMZAtlqrUa8yHnQPtVELcQUtSE5FEJp8XQbmp8dmWaWCciJ/aXN9ZE/YEclDY3sWyhy4Fnf8jXthp1vP4s0m64lOB3mLsao81YVrYJ0WvVrEo04Q92U4w6+xtHpZyKVL7YpTmZD7sVG8yn0RwTHRPiQa5Su8nDruyDnIKo+eleiquz3ZabR0Vpqsp2IidZiPrs/ZPme1sxWQ3E6VEPqyf0oGZTLHJbmSNyqDea3FiNDJWe/CyS4Z1nxmWtoFt4uJPgckfuwuWZoKwb1jUZW1Kv3dS2Cr6+EhnYEHusJm5vHgzUnxRKVZ7sprg6E2JxJiR7PzouV7m9fsDV2VC7cTs/7uOWhEPerbUoDrOR0z3N6aWpADc77ofFSo3llQhjXntXUjaI98eFUW9789tsiunXZoOO//ij78Ux4Hs8Pj7m0aNHXLx4kUuXLvGOd7yDcDhMLpfj1q1b3L59m93dXYrF4YID3wgqlQp/62/9Lb75m7+ZH/qhH3opU321Ws3du3fZ29tjeXmZhw8fdv37d3zHd7C1tcX9+/f5lm/5lhe6ufjzjLdtc/C1SitqCY/VajXnzp3j2rVreL1eDg4OeP3113n8+DHJZFIxIE0J2UKJ7/lXr8nyZBvNJqNeG//twTbLJyFnKweHxI/KVOsNXBYD7z47Rq1eZ2k2wNJskEtTfhZG3Yx5bNhMOi5PB2SL/zGPjd3UoWTxr1ULuKwmWRvKubCrLySrhTMKwt9z4z5iMiFjl6cDku4RAAsyugYQJz87Kfkb55TPKmv3CrCn4H3uNBt4pMBLd1sMPFXgwKoF+sKAOlEoVymUq2zFD1kIu5n3W/smn3aTrot3LIW5kEvye+xEoCNhN1+qcGs9xqUJX5eF4dgQ6cphl0X2uwcolGusRFLoNIMn3l6zVlEkDhDLHeOyGrCbBk/bvQr0j9Vopl3cD/M+QXyvrXOy0WwSSef7NhAt9HLye3F7I8blE6H6nsx53ovZkGhLWqs1BtJQet9TtlBmUiZ861TYLTl9bzQBtbbrtUw6NY8VmuuDTKHLm1+JogciXUajVqESxCZlEIc8dVRkNiQWdeNe+0BB/cPtOKETKtZUwKkoOr+xGu0qLp0WA/e3pDelT3aT0hSvnh9s6qgom2YNcG7C137PT3YTQ4meM/kiFyaVN0Egbi6W5sL4HWZFR6brK/t9guers0Ee9XzPy6vyDYJGJWAx6sgVytxci3J2xKF4bLVGg3qziYAwkNp0Y1Us5i9M+NiIZWWptNFMnqd7Sa7OiluEU2E3T3aTko/fjGV5upfi0lSgvUm+PBPkXs/37bOb+A9/79vxOZSHG8Vikfv373PmzBmsVvG8EARBkX60trZGNpt94ZbstVqN7/u+7+Md73gHP/ZjP/bS6T4Oh4Nv+qZv4g/+4A+6/rvb7UavF6/T3/d938etW7de6nH8ecErQfIbxJvZHNTr9T59gUqlwu1243a7aTabZLNZ4vE4q6urWCwWfD4fbrd7KKvVeK7A3/jXn+5zUejEtdmQbOPQbMKk38HnH+0oUo1ur8dwmg1YDTpMei06rQqNWo1Bq0YQxIKx2YQmTRqNJo1mk1q9icdm5OBk2lk/+e/NptgwhVwW9lP55/7TgjiBAQGP1UgmX2Im4ESlEj2sVYJ40TTq1JQrNc6PewBB1BacXMPUiN1zK8myWq1RKpcwGk2oVAJ2sx6V4KbebFJvNKnVGlRqdcrVGtNB58nn1H9B1KgERb3AmTGPYvE/G3LKbmUApoPK/74w4lEUvaqE55SiVvMTdlkIuizc3YpRqzeZCTolBbWdGOZek5WYuN7ejBFwmAk6LaxGM7KZGp0IuS2KDRWIPO/l1QiL035uKhy726IlMQT16LhUw2s3Ua3VJYvaFuQ85lu4vRHj2mxQsVnsRNhtZb/jvWYKJU6F3WTypS6+vlGnGVjkAjzdTTLjMyvS1DrRPNnM7SQP27aqcpByVLqzERNtMTe7vwO1gnZnN3nYJaJeGPXKijpbuLkmio03DjKK17QW1qIZlmZDVOuNgWJfEMXZZ8d9mHQathPKm61ipcaYSU80ncdlMbJJVvaxzSakDotYDFrypSqzIVefeLyF43KVoNPSJTqeC7t4LPH7fryXYnE60GfvLAhw3EH/K1Zq1OsNRaFwy3pVr1X3CZSlcGMtwuUxJ7cG0AOXVyJiSOZqhKDTInsdXF6NiJapPZ/LlZluAfjDvewJ/TUiqWqa8Nl5upukWKlxasRNLFsgnZf/HaSPijSaTVEPtyZ/jjSboobk3IQXvUY98Ld9Z+MAo07DX7wwwRef7nX9m82k51d+5L2MeZUbtmKxyL179zh9+jQ2m/ygoUU/Ghsbo1arkUql2Nvb48mTJ9hsNrxeLy6X6w3Zs9dqNX7gB36Ac+fO8eM//uMvrTFIJBJotaL2olgs8sd//Mf8+I//eNdjotEowaC4RXrttddYWFh4Kcfy5w3CgG7xzU/3epPQbDapVIbzJ1fC3t4e9Xqd8fHxF3BU0vhKHImazSZHR0fE43GSySQGgwGfz4fX60Wr7Rd27SUP+Se/+UWe7qXYTR5KfvHXZkNcX5W+SQFcngpwdzMmO1FRyjnQaVRM+B2yNxmpm1oLI24rqaOSJMferNdgNeplJ8Gnwm7ZKfvSbIhlmXC1c+Ne2ewCjUrAbTOSyBUx6TVYDDrMBi1GnQa9Ro3TYuCwWKFSrXNULJM+KpItPr8Jnxvz8ECheO+cHEthzGNTpKdcmZJ2ymnhzKi7HQLXC6/NyITfTrVW566CS49Oo0KjUsmmaIO4Ackel2TPF41KYHEmwIOtpGLxDbAw4uKxQlI0iLkXLa3K0myQZZmb+3zIoegSBaJmRnPihHJ61MNqJC25JbEZdRTK1YEZDRoVnJvwyyaAd+LsmFuyuest1M+Pe4dyUgJ45+kR/uzpnqxVbwtajQqdWkXh5HsVBFgIe3gs4edvNeoolquSz9kKc0udFGI6jRqtSkVBwZ5VJQjMBJ2sRNKcHfNKCmF7MeIW7ZLvbA7+XEHk3Z8e88jqlnoRclloNobXnnz9wgi316KKlMEWLk8HeLgTx6TTDgy7E6+t4rVZ+dqkYjbk4knH9yXnfCTVwLWeI+SytK8xLosBrUataJl6fsLH070koy4L63Fl+pogiNkEhVK16zil0Nkwnh3z8mg3ITmUuDDpZ2U/1XWPsBi0OMzGLkter92E3ayXbCa1ahXTAVe74b446WczniUn42bkshjR6dQcZPJcmvKzlzhUTKNfmhO/Q7fVyFTAye21KDqtml/50b86OCTtpDFYWFjAbh/O6rYXzWaTXC5HIpEgnU5Luh8Ng3q9zg//8A8zMjLCP/7H//ilbgzu37/Phz/84fbg9AMf+AAf+chH+MhHPsLi4iLvfe97+V//1/+V1157DY1Gg8vl4hd+4Rc4derUSzumrzHIfjmvmoM3iGg0SrFYZGpq6gUcVT9elFVpoVAgHo+TSCRQq9X4fD58Ph96vZ61aJoP/+tPtwtoo07DqMeGzaRHQAx5clsNfOmpvM3exUkfD7eTstacV6bFECnJ002AS5N+2Rv4TMDJTvJQkmOsVasY8djYlJnEL84EuClTBCo1HGMeG5FMXrZYmvTZ2ZThwSs9L4iBb732nkadBq/NiNuooVwVC6rjKsSPil02hAthF09kxNEAs0EHqwr2pAatGrWgXIRdmvTJWrqCeFM16jVM+Ozc24pLTvaHKUyvTPsVPycQC51Go0k0XZAtkKwGLccV6SK06/Wm/F3TZqkGwazXUKnVB9KhJt0mNpPPp6AXJsRJau8hXJoaruBfGHWzFcsScFhkzysQv79GsyG7Ten8HS1Oy5/7nTDptVRrNS5N+RW3AIBkUe6zmyhWan3hUlemA4rTfbGIFc+zCxO+vuAtKYx6bJSrNVKHxa4tiRKuTXu5vj74uUHUNLltRlYjadmws05cnhI9+G8P8TkDvGM+xEGmMJSGBuA95yf47P3NoR57fsJPvlRhY4CDmMtqRC1A4rCIWiUQdFlkNTbX5sJ99qqdjUgLEz47iVyh3TR2wqTTYDHqiecKmPRawi5rWw8hh6W5EPVGU5LX34ursyE2ohmagjjZl8Ok38FxuUosW0BA/LykrFG1GhUXpwIs97zvxelg3/nsthoJu619z2PUaQh7rF30TbNey5kxL7fWon3DgsvTAe5sHnTdHyd8dn7yQ+/iXWeVB4+lUom7d+++ocZACsVikUQiQTKZpFqt4na78Xg82O122Tqk0Wjwoz/6ozgcDn7mZ34G1RCBfa/wlkK2oHzbfnNfC5qDVuLxi7AqNZvNTE5OsrS0xOnTp2k2mzx48IBf//0/4QP//JNdk/VipcZKJM3NtSg31qLYTTq+9HQfp1nPpMfE4nSAxZkgp8JunGYDFyZ8PNqRbwzOj4uJtXL38muzQdnGwGk2cFgsy4oPL04FZBuDs2Me2eLIYdYr8oRtZr1ssXl50i9bwKkFoR2EJIVz496+xgDEz3wneYTWYODxQZ6VeIG9TIF6vUnAquNMyM6lCQ9um1HRvnKQ5efCiEexMVCrBJ7tK0/r5kIu4rljllej2E16Fqf99AYpy4VsdWJQAQ5iCN6j3SQqFZwKS9s8zgSdAxsDgf4QteXVKIvTfoSOGcjsEDoJAK+z+yZ8byvOQsgh+brDwGrQUqzUKJQruC3y3+FcyKVIs3oWSTPmsZ248wxXgM6fvOcba9G2e4scjBL2tvHcsaQta1VBMAyinevVE7GqEqWoE7vJQ86MeYduDMwGLfe2U0y4lcO2WpgOOnm2n+4TEMvhuCKKVaVExL1QCQLbiUMaSDtr9UJMXD5saxUGYTuR7Qo5lEP6qIjTakSrFrg0FVAU319f2e8SPdtNeslN61Y8x4TfKZmofm7CRzwn3l+Oy1ViuUKX+LsXPquB+5sxbq9HuTpAfAyiLe/5ST95GZF3C5uxLJVanfmwm6W5sGxmQrXW4MZKhPMT/raI+9pcWLLRTR0Vub8V5/J0oC0UVgkwG3b16boK5SrLqxFCbivnJp7/zs6eNMmdp7QgwN/79qWhG4NTp0690MYAut2Prly5gtVqZW9vj9dff51Hjx5x//59stls+/GNRoN/+A//ISaT6VVj8OcAb9vNAYhK+jcqwkmn08RisRfOY2s1Bq3E45eBG6sRvu/nf0/RdebqbFDREu7smJdI+giXxYjNpEerUVGrNyiUKqTyRdwWE1vxnOwafXFGfsreSpKUo/1cnPRxd1N6Om0z6tBrNW0bxV4oTTXPjnl4KEOrUQsCAadZltZzZcrPLYVJcW+IVidMOg0qlSD7fVj0akpVUQQ65rFhNxvIFsqsH2SoN0GvUaHVqBW/zzMjHkWL1Em3Udaatf0cY56+6fGI24rbauT+dgK1AGa9TtEz36TTUGs2FLm4AuCwGNpJxWqV0GFx+7wIuTjpVdx0AMwFHbLOSXN+CxtJMRFbDCcbPAUOOS2STeCZkI1HEbH5UwkitWaQ5gAg7Hp+Ts0GnWwnDiWbAHErpTxNHfXYMBu0PFXI0OjE5Sk/t09oJQ6zHq1aJUl/EARxsi5HjejcmFkMWsrVwRsYo06D124kfVgc6H7VwsKIG0EQBgb0gehDf3MtitOkpVJvSE62O9Gi7GlUKib8dkXh/pjXxs5Jo28x6DDrtQOpNfdPNiWLM8Eu9xrZx2/FmQo42E3mBmpvJnx2tGo1W/HsUA3u0lyIrVh2oE2wVqNiOuDk6V5KcmvQiYtTfu5vxtpblym/g53EYd/gyG01YtRp+ty+BMQgss7k94vjHu5uy3/XLYvQMZeJTLHCYVH5PDo/4cOo08rqODrhsRk5PeLhT5/sDUxVt5v1TAecaNQqxc+ohbNjXvRaNU/2Un3anP/t/d/I937LRcW/72wMHA7HwNd7UWjRjz7+8Y/zsY99DIfDwbd+67cSj4vn9kc/+tFXjcHXDl5tDl4WXsbmoF6vt+1RX9aP7PMPd/ib/+Yzijfks2GHYmNwZky0y0vnS6wdZLi9ccD1lQi31g94up/GrNcRyx3jtBg5PerhynSAa3MhFmcCnB/3sjgdYCd5KHt2XpoOyDYGQaeZ9QP5yehM0CnbGJwZ9cgWgFq10E4TlsLlab9sY6ASkE1fBrHok2sMQPw8lb6P02M+kW5UqfM0kuH6apRnkTR6rZpzYx6+YWFU1mMbRL2AnLtSCzarshuG3dQfPAWijei9rTjzISfvmA8NDNOaD7sGivTmQq52YwCi1eL1VXG6bT1xM9KoBEUaVQtKNo4rsTwLI24MWhWbMrkbnRhxW2W3Q48iokgXYMxlHqoxaNm5trAazXBmzEPvbEYlCGzElCkjIE6bgwNcTVrQqFRdFI9soYzbZkLKuGU26FLkTD/aTbYNAeZC7qEK1GKlRshppTigaG/B7zDzZC9FPHfcZSUqh1xBPN7McZX5EeWtyJTP1v4eag0xXVgpzyHQ8RnnSxWcVgNKy93OAvnmWrQvK6EXrd/HxkF2KFcgp8XIWjTDqVD/FkcKAgITPUFgUqjWGkQzeS5O+rk1oDG9uxFrW6EKgFqtktwop46Koki7x2r36lyoqzEAuLudZCEovT2ZDjzPtdlJH2M2GBj3yE/Q/XYzO4lDllciXJoKDAx6NOm13N484MpsoMsaVwq5QhmNWkW+VGFM4RhaSOeLbMVzLIy4u6xq/9//w+WBjUG5XObu3bvMz8+/qY0BPHc/+uEf/mFu377NRz/6UR4+fMjv//7vc+vWLT7ykY/w+uuvf8WOia/w1YFXzcEbxItsDl4kjUgJ/+XWGj/4S39AyGVhcSbI4kyAca+tXRAIiJP1h/tZ2edYGHGzcZCVLfCCLgtHxSqZfIloJs/j3SS31sXm4eaamHr8dD9NPHuMShDwWIxM+RycHfVyeSrAe86Po0KcFJ8f9zIXcjHituIw69GpVVgM+j6OcwuXJv2y6cl6jbqr4OzF2TEPERlLTLNe03fj6sTlqUCXuK3/75UTPpWsOAVoTyl7USjXuL+dYH0/Tix3zITXxtJMgMme1f2kz644/TLrNbJhby3MhpQpPE/305SqdS5P+XEp0GMaQywl7TJ++Pe3E1hMOiZ9duZCrrYHuhIGTUcfbCc4N+4byjEoNCArYXk1ytJMAN8QicAAQYnnu7MR67NrnAk6FRvXTmzEMu0mRQlzYVff70j05e+ncwzyVy9WaqhVAlq1ivqXURiUq3WuDHGsQNtiM3l4zJSMJWoLfrupq3G8vX6gGLZl0nU3AnupI85NSBfweq26r0l+upfiqkxI17jP3rfpWD/I4JNJyp0Pu7ucpm6uRrmikD8w5rVz7+Sa93A3zdKMMh3HYtDxbD/F7fWDdqKwEnKFMia9dqikcjGzIMTibEjRJSp1VCRfqrQpRmMeG/dk6KVPokdcmQ50Na0GjUoUvHc0oQeZPOlCSfI9adUqbCZ9W0B8Z+MAp8UoS3Gym/XUGg3ypSo3VqM4rQYWejIJOnFh0s/NtSiPd5NE0kcszYVkm4/WsCJ1VOTW+gHZQoml2RDf/e6z/M//49fLvgY8bwzm5uZwOodrBF8Wms0mn/rUpzCbzWxsbPC5z32OS5cu8Yu/+ItcuHCB7/3e7+WTn/wk+fxwgv1X+OrB25pWVK1W33B3WyqVePz4MZcvX35Dz9MSHtfrdVQq1UtrDH7zi0/43z7+J5LuKUadhnGvjaDTQvromIP0IYl8pU+YN+E2cXBYlqUKua1G9BoNERkHD7fViEatkl3Bz4WcbCZyVGXW6NdmgzzaTWI5sUI16DSie4xahVGroYHIZ6/Xm9QadSrVOsVqjWK5xlTAyevPpIXVTpOOYq1OSSZATMm2UaMS8NpNsgV+K79B7uem5DACJwJfhX8fdVvZlWhMRtwWwi4r0YwowttR4BeLlBpl8ewgVyCNSsBs0JE7LosCvFEPdzZiXQ2FQasGAcUEZzih7ii4wBi0ar7hVJjPPtgZ/DwDbE5BPK+SR0VSR0Wyx/L85VMheYerFgQBvm4uzJdkzrVOzAUdrMjQV0T6W6x9fEpuYS2EXBYiqTwqQeDMmEfxvLo6E+TGWv9zCsKJVuiEly0I4LWZhkqqfsdciDsbsZMkXGUYdRqajQblWp3TI6LbjBI6qTzwnDYkhYWAhScH3eePzaTDoFX3vQ+LQUu90ZQ8J+cDdp71bCnlXlejUjETdLYDrFq4MhOUnLrPhlxsHWS6TAcAzk/6uL/ZL3L12k2StqmXpwJdwneNSsVMyCG7KWxRcUCcjvvsJjZlEqRBpOI82Eow6XeQOCzIDmZacFtNzIddfKnHllMKdrMer82IIKgGWs6eG/exHk1zXKlxfszDgx3p96cSBBZngyyv7LeLGNHStP870GvVnJ/wc6Pjt6VWCcyPuPsaOkGAxZkQT3YSXVvemaCT/fRR3/njthqZ8Du4sx5t30dNOg1Bl5X1HuH4N5+f4Bd+8K8o6m8qlQp37txhdnYWl0tag/Vmodls8rM/+7M8fPiQ//yf/3Of9Wm9Xmd5eZlPf/rTeL1efuzHfuwtOtJXUMArtyIpvIjmoFqtcvfuXa5evfoVP0envuBlbgw+9l/v8U9/64uyBapaEDg/6eu6yRi0akY8NhxmAypBFB1tJXIkD6UnmDajDqfVxLaMGFK8MFraPvq98NqMNEA26OzChE82QA1abirS/NSpgIOdk+OyGHWYDTpMOg16rYZGrYJJK6DSGWk2oVKvU67WyRcrZApljDoNhXJVtqBVckWCFq9bvvBWClQT35dyNsEgv/kJjxlBpcZrM/MskuZQgu4y6BjcVgOZQknRlvPcmLcv+XnUY8Vi0PF0T7zxX5jwclfhOwSY8NnYGmB5CE18NhMTPju31mOyItWlmcBAFx543mCNeWwcVyokj/rPcafZQK5QHsg/HnFbOMgUOD3mUXRtshq0FMr9DXgLWrWKmZCLJ7spRj0WdhWauxaWZp6fCxaDFoMakoV+upqoITDIUoWsRh0Wo45oOs9s0Dkw6KuFy9MBGo2mpA1m32OnAtw+KZpdViM0m7LbkUm/o4/2ZdRpcFuNktz1gNMiaTE6H3axFkl3nS8tb30pWAxaDBqBZP75b2bK7+hKfu6Ex2qk0aDtl++0GCiUK7KagV79wbjXLpubEHJZyZfLXfaZY14be4lDmj33+Vb6du9n4LIaKZVrXdcyr91Es9mQPBe0agG/w9reis6H3WzFM4p2rK1mZWku1Od2JIWvPzVCJl8aaF0KYoic327i9WeDG+VzEz62YhnmQu6BWqLTYx4SuWMSuWOuzilr7TxWI6NeO3fWD/A7zFQbDUWnpHGfHatRz5OdBAtjHh72NOyXpwP8px/7axgUqEutxmBmZga3W36D8Wag2Wzy8z//81y/fp1f//Vfl7RHf4WvCbzSHLwsqNXqtj7gK8Gb1Rj87O9e55/8pnxjoFULnB339tkulqp11qIZbq5FSedLPN1Pkzws4bObODfu5cqUj9NhOyG7HqtejdtikG0MVILoBiLXGOg0KhwWg2xjEHLKNxUg3uDlCmiNShDTpRvi/2cLZfZTR6xGMzzcSVCs1rm5nRVTn9ei3NuM83QvxV7qiEKpwpTfjtOk51TIxaUJH0szAa7OBLgw7mXSZyMhk7AMIsVKqaGZCchP+EDkuCuJiHUa1UA6kNWgYzN+yPJalONyhRmvkRn/cx6vz24aOA2fCjgG+vVrJRJzd5NHPNlLcXnaj8OsH+oc7+TgymEu6Gy7Js2GnLK6gqyMD3knxM2OWPzsJA/RqtUEJSgf0wHHwMYAxOl9rdHg6V6KM6PyN/L5sFvRMrNab7CXPOTipG+oxgAg21Fc50tVDAa9JL1hLqSsITgqVjBoW9kcw/uc1+oNViNpRtyDXXY6HY3SR0VFZx6vvd9xqFipodWo+5Ka50fcstkDz/bTXOmhTSUVNiL5UhW7xdx24Br3WGQbA4DkUZGAy9ymwMyFlR2mbq5FWeygVblt8p91JH1E2GVD08GvMWuEvsYAIJMvoVWrsfWkeE8HnH1DjkTuGKvRgNXYr+O4PB3qoks+208xG3J3HUMnzo8/HzAtr0S4Nqfs/DThs3NzLcrGQVa0hh2AYrnKZjTFhHfw+fVgK86I08TRACcjgMc7SUqVGt98YUKxMQDxO76zccCl6QBBt0WxMQDYjud4uB3nnWfGKFe6m6rZoIv//w9/+9dUY/DLv/zL/Omf/imf+MQnXjUGf07xqjl4g1CpVF+x41Gv8PhlNAbNZpN/8ak/4+ZahPmwW9JiUqdRMR/2KBawUwEHsWyhvUqN5455sJ3g1kacx/s5Evkqo147R6Uyk24jC0EL50adzIeceGxGBAEuTwcVKQ5nx32y00mdRoVRr5Hll495bLLWdABXZuQtT1UCNBR+ClN+BzfXDohk8jzdT3FnMyY2EatR7m3F8djEVb/TpGcu6ODKlNg8XJjwMuaxMeK0KBbVUjfkTgRPEqPlcG7MS06BBmPWa1iLP7+5V+tNVhPHrMYO8dv0XJr0MO23D0w0HkQp0WvUik3KrfUDNGoBvXbwZUfJDraFTg78070UWrXATMDR9RiP1TDQUx3EVO5ORDMFqvVGn2By2BTjlq6lUquzEcsyJyMSLQ8xWDgqVtDQwDWA8w+iu8pKD11hL5VnOujsKx/tJmlNRyc2Y1nOTXjZVQjV64TNqOPJboJCuYparVIU9NpNep700Ige7iS4JsHbV6sE1mXcpjZjWc73aANMA/Q9N1YjnJ8QeemzQZcipQZEfcDFk8LVbRss9n68m+TqXAidRs3qgEA9gPtbcWZDLgJOiyzvvoUnu8m26DfkMPI0Km/M0LJCbV33Rz027shM0DdjWUIua5fw1m018UgibO7hdoKz4/4+61KjTkOi5zqh1CBoVAJqlYrqSbr83c0Y1xRsZDUqAQ0NYodl9jOFgeFgFoOW9HGVjViWUwGLomAcIOyx8vlHO5wb9w0cUKgFgUqtzqPtBEtzISwG5XPu2lyYP3m4zWo0zfkJH1N+BwGnhY/9yHco6nla7ITp6emvisbg//q//i/+6I/+iN/8zd9EpxtsCvAKX5t4WzcHLzO5TwlvlvC4Vm/wD37ls/ziH9zh+kqUZ/spBEFgPuxiaTbIhQkfAaeZmaBTMW10yu8gdViU5ZmqBDg95uXxXprkUZnN1DFPokc82E3zLJImeXjMhTEXycMCFyf9olhtOsDCiBuvXZySXZsLte0UpXB+3Ce7NdCqVahVKtnCbcxrU6T0LM4EJbMHWtBr1bLTYrNew9rJzT9TKLESyXBrXWwe7m3GKVeqPNxJMOm1cfmkaTg94mrfSEJOi6KWwGbUKdKJAI4GCHJPj3pk6VAHhyVubybYPEhxOmQl4JD2gxdpPsq++QsjbsUMBRC3IK+vRDg94ibokr75TvnsfTQRKfQKtOO5Y3aTh1zucIEZGdBYtSC1rUoeFskVykz7HcBwgm0Ar93IWkeBXqzUiGbyTPm7hY9mvXbgtqaFeO4Ygxr0GuVrxaTPIUkGvb+V4GrHdFoQYHMI5yMQNy+jnuG89ufC7jZ/fjue48yYvEPQXMglKW6/uRbl9Kin67+dGfW205SlcHMtyqkTRxurUcfDbWXaWrMJ2/FDfHazrPC9FzdWI7xjPsyD7eHSlpdXI3zDQrhNL1JCpVYnd1xiwmcbuJ0TjyXKmbADm0HHoDSNZ3spzo37ERBTe5Wef2U/zXTA2W4mJnx2CjIOavc2YyyM+roGTucn/JJp9MsrERZnQqh7tg1XZkJd+SPNpvi5XZsNo5K4L84HbOxlxM+zWmuIW5eZoGS+AgJMB13EcqJN8dOYSI9zmqULWr/DTCwrDgUebMfJlypcnQ0puuk92klQrTdYXomg1ai5OhOUdPq6OttNr7q/FSedL/Iff+S9ituyarXKnTt3mJycxOPxyD7uzcLHP/5xfvd3f5dPfvKTGAyDhxWv8LWLt3Vz8FbgRSUeD0K5WueHfukP+Z3XV7r+e6VW59l+muXVKKuRNHajjmjqkHOjbq7OBpkLOrsu9hM+O6mjouJk+tJUQHHadXnSz93tNFvxQ+5uxkTHovUDnuylSOSKXJryE0nnOTfm5epMkKXZEBdPJitWo44rAxKHL00ph5Lp1CpZcbPPblIsvi9MeAdoAbyyyb0Ao14bxUqNzXiO2ydNw+PdFIVShbDLwsKIi8tTPqZ8dsmbysKIW1G4Ox2Q9+9vYZDDzULYRfSwzKPIIbFcgUm3gXF3N7VBitLRi2H2Z60m6/Fekmy+xNJsoO99D/Na0wGHZBFSrta5vX7A0kwAFZDNyztAteCzm2Qbz9xxmVi2wKmwm7mQWzaMrxMT3v4tzFGxQjpfZKyDCjEfdsqel50IOs3spApEciVmAi7J86SF9KH8xmV5NcrijDj9HkQp6oTTYuD2ekzRqaWF3ubw1vqB7HQ3J/O7qTeaRDP5rvNApfSmT7CdKjLhs3NqxD0wEwDE79ZnN/NsCJ57C4IgEBrShYomrO7FCdiGK6LqjSaHxcpQAWkA+VIdnWG4xubOxgHvPjuuuF1t4dFOkjNjPk6F3dxRGNiASNs5NeJBp1ExE3AqJhrfWotyetTb3kzMBJyyydLLqxFOj3q6KFGTHjNPIv1DnJtrUca8DsKu7o3OtbkQ97a670sr0Qy1prhJ7oROLaBV0+Vkd1yucmM1wnTQyWywW/y7NBvqE6Rn8iVurEUJu21cnHw+oLgw4WvralrQa9X80g9+GzMheVFxZ2Pg9Srb8L4Z+PVf/3U+8YlP8Du/8zsYjcPTDF/haxNva0FyrVZ7ITakX/rSl/j6r1e2H4M3T1+QL1X4gY/+vqwrD4jrVr/dxLoE1UarVjHutRNyW6jWGuynj9hNHEqeDIOEsGfHvDzbT8t6noccRjLH8kLfKb+D7HEJm0mPzaRv0xQqtTpHxxVsJh13t+TTlwcd3/kJr6xgVKtW4bWbZCkuDrOeSq3RF2DTQsBhJnVUlH3vbquRfLnS3niY9Vom/Q5Meg3poxJb8Rwuq1GRzjModE1JONmCnFh60mNBaNbZTpWwmbVkCvIbCrtJz3Glqljs2ow6itX+x8wFnRSr9TanfpBLEQwnMp7zmUkc18jklfnGg84REIX5V2eDfOHxYPeV06P9LictuK1GDFoN++k8Fye93B0Q3gawNNMdPCUXHGgzaDgs1RSv2lq16KZjMWoH8qpBdH1xmg2k8kUcZj0GrUayKQOR0pQ6LPa9vFajYtJn72piR9xW9gZQlWZDLrZiGUwGHcelSp+jjxRG3FbMei3PBrjetLA0G6LRbHJTwrGpF1qNCqtBj0GnoVCqKA5M4HmImd9h4rhU4aikTCFrBYxdnPSLYu4Bb/fshJf1aIZRj42VQRstQfw8nWbDUOFfggDvPDPGFx/vDrXJODfupVJrdNmvymEm6CR3LJo8yNkztxByWVGrBTJHBbRqDRkF/ZBJr2VhRBQenx718CySUjz2s+Ne4tkC8dzxQKMLQYAr00HWoxnGfXbubcUGbiRngk58NhO3N2KUqs+/e7VK4Od/4C/zrZemZP+2RSUaHx/H5xtsNfuy8clPfpJf/uVf5vd+7/ewWofbIr7C1wReCZKl8KKKc0EQBuoO3qzGIJMv8mP/4Y8VGwO7SY/LopdsDEAUQVbrdR5sJfizZ/vsJA4x6DScCrtZmg1yeTrAmNfGtTnlomo64GQjlpMtjp1mA1UZ+0AQi8lStUY6LxbK97fiLK9GWV6NcnczTrZQZitxiEGrZsxr5dy4h6szAZZmg1yc9HFxwtdF7+jFxUmfopNMa6Mhh9mgS7YxABjxWBWDoKaDji4qVKEsUpCWV6OsHWS4POkj6DCzOO3HZ+ufpjvMeh4MoByZlHN7sBq0soXsZjLPRqrI4oxPnH4qnOPzocFT8FmZx6xEM8RzBZZmg8wGHAMbA2AoDrzNasWk0/bpBnqhtPnpxN3NGJcmlW/UDrNesVATm8U6Y17rUBQloI+WcnPtgGsSOQQjDuPAgrJaFwOt5Kb2vTg14m7TebInrl1GnfRke8rvkHz5aq1B6qiEt0Noq0SlaGE1kubiZID5kHuoxgDAoNMoCjs7IQiiwPfmWlQy16EX58f9pPMlIuk8YbcN9YBreOu3HcseE/bYpakvJ3CaDTw4oULd3ezPuOjFfNjNw+0ExUqNWLbAmFf5HL80FWA1kmZ5NcKSTBZDJxZng3z+0Q5nJ3yKx92CSa+l0WziUMg2aWEtmhlqCwXi95PI5Dk76lFsDECc9N9aP+DrF8Jkj8sDm5qH2wkKpSp/8fzkwI1KsyluKMJuUZOhGSKctFiu8ngvxYTP3kWT+6n/6d2KjUGtVvuqagw+85nP8Au/8Au89tprrxqDtxHe1s3Bi8KgILRGo0GtVqPZbL7UDINoJs+H/s/f4XP3t/HaTFyeCrA4E+hat7osBsw6FTtJ+QJs3Gvj8LjSVTQVKzWe7qdYXo1ye/2AoMPC/a0EcyEXV2eDLM4EmQk60WvEwiHktJDJl2SLZ51GnMonZCxRAcIus2yhKAB+p5lMvkSxUmMncciD7QQ31qIsr0Z4tBPnsFgmfVTEYtASdhqY91tYmhVdhs6OeihVarJts9duVBRPj7gtiiv3oMvCXYWJvt2kV3x+gMRRkXtbcW6uHRDPFRj32Lg2EzgR3TaZC7kUaS5mnZrVmHIRfWrErWhJCFCuNngSyTHld3BuTPqmPkw4l1IjVa7WWV6NEHZbGXEpCz5nQ07FwLgWCuUq++k86XyR8+PSa/mAwzyUYPTUiJujYoV7W3EWp+WTbWeDTslE2E7Ec8cEHOaBAsbW8a1JiPSvr0S42kPXqQnDFcVBl4VCuTaUINnU43K0Gc8xH5bmPittuFJHRexmAzqNCpUgsDWk3uHGWhTtEAL2FhxmA/e24gOLa4DTo962tuXuxmDaVCfl5PFukssKYtjeELOneynFlGO/VdM1JFlejXB1Tv75hY6PJHcsZs7I0fG0alWXc9PyaqRLf9ILh1nfblxFXYFX0siihbDLwt2tGKvRNGaDltCA3+/CqIcvPNkldVTkwsTg4nc+7OL1tRhX50KKxwGi617ysEi90VDUu7QwE3Lx2QebTAedTPeYGfTCadKyk8jwZ8/2cVkMXJ6W/z6dZgNNIFso8XQ/xePdJPNhN//wf/w6vvNdZ2X/rlarcefOHcbGxr4qGoM//MM/5Gd/9mf59Kc//aYnMb/CW4tXzcELgJydaWtbUK/XEQQB1RDThq8Um7EsH/wXn2oXEonDY25vHHBz7YD9dB6P1cjXzYcYcygXBFKNQS+WTsKYipUaK5E0N1aj3FyLshbNUGs0OD3qYdRrYybo5Ny4t2ti2MLZMS8rCqv/y1M+nigUbVdnQ7ITbxAnZS06Tb5UYT9T5FnsqG1VatRreLqfRqtRM+axcWHCx9JskCvTAeaCTiZ9DkWuv9tqUkwKDjrMiv9+aoCW4Oyop89daTuR4/qq+DkH7CY0KoFTYZdsgzPtt1EeMM2Xs41twWk2tG1UN2JZHmwnmfbbOdthz+m36RWTo0HMrxg0KVcJYlJx6qjI1ekAcmNwxxBFrcdqaL9evlTl4U6SaxIF0aCJawutpUmj2eTm+oFs+vCgcKgWKrU6Oq3o0a8EpeO7tXbArE8UdfsdZtkgtV6om3X2U0cEnOY+C9BO6GTcp8TJdvf7n/Q7BgrW16IZzo37WBhxDxWmBiI1Y3klwqkhJs2dQuTl1QiXpuSbOKBLHFutNzjIHuOXSSxeGPH00fNurEZZlEkiltINtJKDe+Ew69nJ9E/Fb68fcEFiU3V23NsXshbPFTDqNZJ2vpemAxz0DFlurnfbp3ZiJuTisIMydX87ztyIW9p5SgCbxdDekuynjihWa0wHHZLPbdZryOSLNJti835/J664yZjwWnl8cg7eWI0w6rUpWuRenA6yEkkTyxZ4tJPg6kwQk8wmacJnZ2U/RbMpnpubsRxXZ0PYJNzjzHotNouJw6J4zY7ljrm9fsCIy8zCSLduwKjT4LYZ+7bOl6YC/MD/cEX22Fsbg9HRUfx+5XP3zcBnP/tZfvqnf5pPf/rTb3ng2iu8+XhbNwcvaoIvtTl4s4THAI92EnzwX3yqy4u6F1q1imd7Ce7u5Yhki9hNes6fFMRzISdatTBUY3BlOsANBdGZQaumXK1xfSXC8mqEB9txEofH2E06FkZEl6RvPj9OvliRvWifn/BxR2HNO+2z9gm8OjEXcioG3pwacbc525VanZ3kIfdOKEui3aaa5dUoHpuRM6OedtMwHXCg06hYCLsU+amTPjt3FATaNqNOMbcAGLgSD7mtfOnpPk/3UrgtBpZmAswGuu0yUxLBV52YC4m0LyXMBp191Kj1gywPd5KcHnExG3Ay4R9845jy2wfmAyyMeEgdFSlWatxYi3JmxNN2s2pBLQhtdyjF1ws4u16v0WxyfTXK5Sl/V0GcHEKUa9ZreLrf/X2JjirdxZXXZlRseFuwGLQ82UuxnzrCpNfiUqBiJHPyx9doNtlKFjkz6mHcYxtKIaZVq9hMiNeJZ/tppn3yhdbpUbdssyOKm5+/f68E7U0Kt9YP+r5TJTjMBqq1BgeZAgGZwr2FhZ4t2NO9FFMnTlO9CDotPOj5DWfyJUx6rWQmhEZmYn13I8a58e4Cftxnl6WpXF+J9Am050Juya1avdHk0U6CMWfH+SHIb+B2EofYLPouao/LYpS0Im024dZ6tK8wnwu7JJOcH+0kGPXZ+2hDV2eCPOm5lmVOqFcXJZqzhTFvl2al5U50ccrft0kz6zVUGs2u689GLEu6UJJsbC5PB/qC7G6sRbGd3Os64TDrKVfrXQOaRrPJjdUIgkrg6myoTRtTCwKTAYdkfs9eusCTvTQjDgNTXks7y6d32/cXL0zyj77r3X1/30K9Xufu3buMjIwQCAzOenjZ+PznP89P/dRP8dprr31ViKFf4c3H27o5eFHQaDRdzcGb2Rgsr0T4n/7l7ypOgEMuM8flMumOYjF3XG5z+FciGSZ8DqwmPXNhF+fGvZLTk0tTfu5syAuxtGqBCb9D0vkld1zmyV6KWqPBZ+9vsRJNU6xWCThMnJ/wilqGKT/nxjzsJHKyr2E368kUKrJTeZNOQ75UlS2udRoVR8Wq4ntoBeYkD4s82k22m4b1gyyNRhODXsvlKT9Ls0EWwq6+YsJq1CmK1U6NumXzGkAsyJUckgDSHem9yaOi6D4VTeM1a7k84WFpNsD+gKwAi2GwR3UkLd9wPt5NsXGi6eh1CumFXDBeJ1qUtBYe7SYplWtc7nD+WBh1D6URkKM53d6IMe6147EaGHErh1m1MB92S9rkXl+NcHUm0N7cTPoGN0C9z7ebPMRi1OGQsNMcc9sGHl+13mAzlqPeHC7p/cyYh0L5eUH0JJLjTEh6O9EY0KDe24xxetSDVq0aqikCsTG+vhKRLBx7YdZr2oVttlCi2ajJ6h0ADnqoZsVKjXypIrmdGfXYJHupzViOSb+rS08w5rW39QC9qDUarEUzTHc05oO2QXc2Dtp0mk6tgfTzN4kVqkyeuFzNepXP2e14DqfF0D6fpoIOWXvhtm3ovNggqATxfJI7hVcjIm0oePJb99pNsonGxUqNe1sxcVNy8lFemPT3Ofy0cHczhs2s76L2zI14JDVfx+UqN9einJ/wtT/rCb9d9lgOsgXub8W5MOnHe7JxDTqtsiF5uUKZG6sRgi4LFyZ8XJkJ9iUa92IvW2IjkefKhId8j0Pa5ekA/+b7/xJqGeZAqzEIh8NfFY3BF7/4RX7iJ36C11577Q0fT6lUYmlpiQsXLnDmzBl+8id/su8x5XKZD37wg8zMzHDt2jW2trbe0Gu+wovB29qtqNFoUK0qT1eHwZMnT/D7/bhcrjdNeAzwX+9t8s9++0t4bCbK1TobB5l2SFkLY24LmXyRo7I8r3zSZyedL3W5bwgCjLht+O0mEATUAtzaOKAmIwwUgIsnzYMcFkbcrB1kZIWrVqMOu8nAQaZAyGXBZTWi16opVWskD4+JpvOcHvMqZjJcmvRxR8EBRnQEkd86DHKuWZSwVVUJAqMeKx6bCYtey1YiJ5ubYDfpqTUainkA58e8itkHZ8c8A7MPzo17aTSaaLXqEy/u7u/NaTaQL1cURcSnwq4++kLfsY77uL8dR6tWcWnKz0okQ7bHxWU2YGd1AO3IrNfQaCBLtbo85Wc1mmE25OK2wlYIRE59dEBj1NoK/fdHu4qPAzg/7lH8Pi5N+XmwlWDSb5cN8evEWYlzeNxrJ3dc6kpzXpoZ7KIEYgBg7riE02JgK66sMbkw6ZO0He49720GLflyVTG9GcTf7PkJH198MtjF6fnrRDBoNYx6bKwqNBVXZ4N9jkrnxr082kn0HdfpUY8szXDK7yCWzbebIotB26a1yGFxJtAuZK9MBxU3kSDavRp0GlQCRNNHAz83g1bDuM+O3aTvcqKSg8WgI+g0c1Sq9DVBUpj0OzDptDzZSw7VsC7NhRCaYsM7CE6LAY/VhFGn4f6APAmAi5N+4rkCx+Ua2QGNvUYlcHbUjVar48YQDlJ2k565kItIJq+4OW/BpNfy9adG+JMHW4q0zxaW5kIcFsogMPBauDQXbjtBTfnt6NSQPy7xk99+momRAF6vF4vF0lUTtBqDYDBIKDRYJ/Oysby8zI/+6I/y6U9/mtHR0Tf8fM1mk0KhgMVioVqt8o3f+I38m3/zb3jHO97RfsxHP/pR7t+/zy/+4i/yiU98gk996lP8+q//+ht+7VcYCq/ciqTwomlFzWbzTREeA/z2nz3lh37xD9iMZbmxGuH+Voxipcps0MG1uSCnR91Me60kj5Qbgym/o68xAHGqtJs85Ob6AeVqjdubMYw6LWfGvFybDXFmzNO1XVicCSo2BqMeK5F0XrYYVQkC414He6kjao0GO8nnmQj3NuPsp/IszYUolqtcmQqwNBPk7JgHt/X5mvt02KHYGMyFXNyU8dUG0U9eybXCYtCyLjG1azSbbCcOubUupihvJw6xGnWcHfNybTbIbMiJ5oTfPB92KRYlUz67YiEKiqZBgMhTf7Cd4NFukrsbMUw6LUszAYIdKcByzkGdkKN9dR3LyfygWm+wvBqlVm+wNBPocjixD5Hse2pEPqgNxIm/w2ygNkTOwKgCJ7mF5GGRnUSOy1OD3YcGbXHubMS4OOVjLzXYQclpNkhOOLcTOewmfRdnfGfIVOKA00zuuMzhcVlxg2Mz6ni8K31u3ViLcqVDYDkTdA4scEHUWDQaTTwSuiIpxHJiYVuq1kgeHRN0yh+v1Db0wXaCKxJCYDnaD4hUlEm/s70NOD3qHRjWd3PtgGtzYTw2E/e35K9rLWTyJVSCQNhtHepzK1VrHJerZI+Hc43Klyp47WaM2sEidhA1aDazDucQ7kEAmwcZBJUw0IEJxPdqN+tRDxAHt3B3M8aEzyG5je5FrdEkW6xSa9RxWwafU7njMuVaHbfVKKsX6cSZUQ//9d4mfqelj2rUi/MTPm6uRnm6n+LpXoqz415Z0fLidLDLInYjliN7XOPX/pcP8s6vu4rRaGRzc5PXX3+dp0+fkkqlqFar3Lt376umMbh9+zY/8iM/wu/8zu+8kMYAxBrLYhF/49VqlWq12lcX/e7v/i4f/vCHAXjf+97HZz/72YHuj6/w8vG2bg5eFNRqNdVqlVqt9tKFxwD//o/v8OP/8bN9rij1RpPVaIbrKxFKxRLxoyLjPgdLsyHmQs6+C/90wEHy8FjRr/vMqEfMKag1OCpWeLST4PpqhEc7SY5KFUbcVt5zfrz9fBqJsCKXxUC13lB8ncWZoOJG4Myoh+WVKOsHWW6tH7C8GuXhdpLUYQm7Uc/V6QBalcBCwMqUr982UKdWcVyuKU7R3FajonPP6VFPl2NJLy5O+tuT46NihYc7Ca6vRlmNZNBq1CxOB1CrBCZ9dtnnsBqVxbZTfsdAvUKv7WnuuMzyapSDE0vAc6NudhLKNB+3xTDQTclnN/GoZ4ORL1VYXo3is5s5P+7FqFPzeEBxDZBMD6YdtQLrLo27FYPAhrE5nQs6xWC6jRhLs/Li59lQv+ZCCipBYMRtG+gANBN0ylLethOHWE06XBYD8yHXUBNiAbEQBJFKVWs08Mm41syHXbINYbMJ9zbjbVen9JBWpx6bkeXVCBaDDuuA4m8u6Oyil2XyJTQalWTROBdydSXnduLGarewV0o/0IuHOwkunfz+Bp37LVxfiXB+3De0jWq93iBzVBr4ObQQcFqIZQtMKFwPWrAadTzaSZDOF7soTHKY81v5s6f76DSqNg1ICSG3jdef7XNq1INZr9yAuC1GViNp7mwccG1OPkG4hauzIb70dI/E4XFXAyoFk05DvdHkzkaMWrMxUFR+bS7M/a0497fiHB6XWZoNyV4bFkY97QHWfuqI+1txzox5xVTxHkwHHKxG0l33i4fbCdYPspyf8HWFop0d9/XlldhMej72I99ByGVFq9USDAY5f/48165dw+v1Eo/H+cIXvtAuliuV4YwMXhbu37/PD/7gD/Jbv/VbTExMvNDnrtfrXLx4EZ/Px7d8y7dw7dq1rn/f399vNyMajQa73U4qNVxy/Cu8PLxqDt4gms0mWq2Wvb09ksnkS+94/9lvf4mf/q0vKU6Ppz0W9rJFjko1nuylWF6NsBLJoNdpODvmZWk2xJUpP4ncMYcK7ioLox7WDzKydpnNJoRcFj53f5sba2LhrlGrmA+LwuNLU35GPVZcFqNiobM4rUyf8NqN7KePZAv7o2KZROaQezsZnkSP2IjlaDREusWlST+Xxj2cH7GTOZI/hivTfkWqzpjHprgZ0aoFYll5KkuxIjaOf/YswmYsh9Ns4PKkn8tT/nZBOeGzDVzT20zKhYfLYpDdPDSbYpGkVqtQCwJXZwKy24EZCSFyL5Q49q2b79JMsGu7I4Wwy8J2erAwuFCq0Gg2ubOdYtLvYMTdX/ScCruGsjm1d3D8l1ejXJjwSQpRO7UdSthLHbEazWAz6WWLc+jPLOjFTuIQi0GHU0KDIIXTox4Sh8+df2LZAlqNSvIzH+RMVWs0WImk+fr58EB6UgtBm556o8lWPEfYbVV0P7JJvKfd5CFBt6XPCccwwL60U9g76pXWD/Ti5lqUd58dkw1x6ztek44ba9GBBWoLIx4bq9EMAadV8lzqRNBp4e7GAblCmWyhPLBBWBjxkDsutxO75xSSdY06DZkTV51opkDhuETYKX9OXph4TjV7tJPAazcpnsMjXlt70HN9JcLZcZ9sQzTqsbUbt2Klxq31A65MB9opyX3vc9Tbbu5zhTJ3NmJcmgpIanLOjvu6BMjFSo3l1QjjPkefu1XQZSFyspXuxKOdBFuJLJenAu0mymc3kyuUZTeZ97firEbT7S36+olLXwti+vFfYT7c77ClUqlwOp2USiVmZ2c5c+YMpVKJe/fucfPmTba2tigUhjs/XxQeP37M3/k7f4ff+I3fYHZ29oU/v1qt5u7du+zt7bG8vMzDhw9f+Gu8wovHq+bgDaAlPA4EAkxNTZHNZrl+/ToPHjwgFou9kPTlTqxEUqxHM33e452Y9ZnZSh9TkZgQHp+EbB0el3m6n6bRFDm8S7NBpgOOronLqRE3W7Gs4iR9UYITXarWebafZnk1yv3NOA6zgeTRMWdPXufsuLfrQn8q7OaeQkGsVQs4zIYuLnYv5v0WtlLd1oj1RpOdxCF3NmKUak1u72QpVOr47AbmA1ZO+c1Mec1YDBrsZr2kiLoTZoNWsVi+NBVQLEpDTouYenqCTL7E7Y0Yt9djHB1XmA+6mPY7GXXLW1eOeWyKLkkgBrMpZR/Ac///G6tRVILA0kygy0FGLQiyU9sWVILoeT8IkXSeg3SBJQVLwfAQNKCAw8TTDlvN9YMsqaMSiz2TSPMQImutWtWX5HpvK47HZiToek5NGPNaWVcI0WthPuxqCydbhY1U8Nq41zbwPAM4yOZJ58tDufpIWWa2XJDcHZSSYZKyQfz9IsDUAM/3FmKHz3+XT/dSzPZcR1qwnUy+pfBsP81s2NXeOjrNeh7tDp4c3t2IcXkqwGOFjWMvdhKHQ2UggFiQHxUrPNxOcE4mJ6OFoNPSLrBXI2lGvQ5p688ThFyW9vUkWyiRLZTwW6XP3YDD3HXtyJcq7KWOZO1dz0/4SHS4cB2WauSOq4y7+wt+k64/8XornqPRpGs63sLlqUCfZuXBdhybSd/nDKVVC+g06q50YBAdq1xWI7PB7g3I4kxQ0ilJzJMRuDLz/LcedFnYSeQkhxObsSxP91JcnPLjs5sx67Vo1WrZzXWzCbc3Dkjmjvm6+TB+h4nkgEYaIHNUZOUkofrCpB8BcYP4r/72t8jaszYaDe7du4fH42F0dBSLxcLk5CRXr17l3LlzaLVaVldXef3111lZWSGTybzUgeOzZ8/43u/9Xn71V3+VU6dOvbTXAXA4HHzTN30Tf/AHf9D138PhMLu7ovarVquRy+Vwu4cLyXuFl4e3tSAZRKX8VwI54XGz2eTo6Ih4PE4ymcRoNOLz+fB6vWg0w4UUDUKlVufmWpQvPNrhC493eHri1Tzvt7AaP1akzpwe8bAZz0pORSwGHZN+O06zgcTRMc/2UrL82UuTfu5txRVfa3EmKOtOEXRamPLbATG0ZjuRk2xElJ4DYMxlZD9bkqVqmPVaLCYdMYVp4ZmghXpTwKDTk6/U2U7kuqgEl6f83FbYGjjNIm1KyYFo0HNM+R1sxrM0m2KxHHaJIXKdAtcr035urcs/h0mnQauRvwmCSO2Q8sPXqlXtosJl0fetyXtxYcI3sFGZCji6mgyPzciYx8btjuJCoxKwGvWKdC2AU34zT2PS3+GlST9rB2lq9QaCoFIMWwMxGfuujNWs3aQn7LbyeDfF0mxgKEGwKF7t1rLYTXoCDjPPOgS3g8TuLVye8nN7PYbXaqDRaJAqSJ9XZr2GRlM+YXzMY+OoWCVTKHF1NtAn7pWCUadGrVKhVqlwmPWywnqQF8bP+cysxLu/q5YQWQmXpwLc3jhgwW/hycHglGyAd8yFyR6XBopFQdyEtmw3B11XzHoNarWKw2Pxs9dr1UwFnH22nS1IPd+ZMQ+rkVTfoGbca2M32b8JdZj1uCzGvibu0lRAMnBRr1WzMOLpOpdH3FZiuYIkfUyrUXFu3Ncl6D8TsvMoIt3k6zRqkXd/8r7cViPVeqMrA6H38Rcm/e1p/tJcqIuH3wuVABcmvDzcSRJ22zjIFPoaiV6cHvVQLNdAeE6nU4JRp+Hr5ke4vrI/UGeiFgROjXpYjWS4MOljK54lIZPH4TDrMRv0XSLoEbeVv/fti7zvG05L/k2j0eD+/fu43e6BnP56vU46nSaRSJDL5bBarXi9Xtxu9wurI9bX1/mu7/ou/tN/+k9cuHDhhTxnLxKJBFqtFofDQbFY5Fu/9Vv58R//cb7927+9/Zh/9+/+HQ8ePGgLkj/5yU/yG7/xGy/leF6hD7KswLd9c1CpVL7szrwlPAYU9QUtpX4sFiOZTKLT6dqNgk43HC91GNx/ts7n7qyydSTwpWcRWfrA2TEPa9GM4jZgLuxiP3lEoVzFrNcy6XdgNmjIFMpsRDPUGk3OnYTwKE3Sr82FuK5wY7AYtLgsxrboUqNSMeq1idZ0zSaJoyI+m4kbCgJii16NTqtVTOe9MhNQdBq5MO7r21xo1QKjbgtum5lqvUG2UFakWUgVh52Y8tvZjMvbs4K4wZHi+PsdJsa9dqq1Bg+244oOG8MUn2JhLF/UCwK8c2GUaCav6LyzMOIeKNSV+1xOj7o5KlXYTR6dUBqUmwwBcJh1ZGSKZBA/p4URN3/ycBj3Ia8ifUujUnFpysdmPDcwB0GvUaPVqPpcwkAs3k6F3dzbiqMWBOxm/VBJ0qdHnjvveO0m9BoVe6n+YrnTUUcO4147x+UqlVpdsWl8/pzPi1yXxYBJr22nCPdC6Vzqdg1r4rcZiQ2RKbHgtxAv1AdSoEAsLgNOC7lCmZDLMtAp6uy4t21JqRIELk75ZZ2vpApbk17LiMfKSk8wXNBlIZE9lkzGPj3qYSuW4bijgTs37pO1L7UYtIx4bO1m59SIW7HxUQnCyQZXPFYpJ6y+9zYbYnk1wkzQxcZBZqCb0eJMkHubMU6NeBRtV1u4MOlHrRK4s3Ew0DwBRH2J1agb6AjVeTxqlerEhEO5mWi50znMBuZCTu5sHMjetxZnQl2/J7HZ8bGXPOyyPTVo1Yx5HX32vT/8bYv82F/t5tO30GoMXC4XY2NjQ73PFprNJoeHhyQSCVKpFFqtFq/Xi9frxWAYTnDei+3tbT70oQ/xsY99jCtX5IPZ3iju37/Phz/8Yer1Oo1Ggw984AN85CMf4SMf+QiLi4u8973vpVQq8T3f8z3cuXMHl8vFJz7xCaampl7aMb1CF141B3L4cpqDN5pfcHx8TCwWI5FIoFar8fl8+Hw+9Prh+MVSx7O2tsbx8TFnz55FrVbTbDZ5spfiC493+eKTXW6uRSlX65yf8PFkL6noUDMXcrKfystOWIw6DYszQVFcXCizcZChLEFhGVSkihMad5+YtetYwi5iJ5amVpOeSrXOXuqoq1hbGHHxZE/eCvHSlH9gGJlOo1ZcIZ/yW3gWyzPisRJwWKg3mmwncqROuOjTAQebMen1dgunR908VqBJzIdcXRNmKVyc8LKbyDLhcxA7LPUVbFq1CptJr1hUBRxmEofHigFrMwFHO+34zKiHeqPRRecBURsxiJNu1msVp9pajYpLk37K1Rr3tpSLmYWQgyeRrOJjAKZ9FpxWE7c34rIbL6/NSDpfHBgyd27ci16j5t5WTFGQOmgjpBIErkwHKFdrA12oQPyOYplC14XXZTFgM+n6PvPpgH0omtLXzYd5upcaKh9ipifAyWc3oVap+jzhfXYTqSPlz7FVhJ4ZcfNIxoO+F5cm/Wg1asWJc/uxHdbJNpMOt8UoS3WTolVpVCrOjHn6NmAGrRqjXiu5zTLptYx7bV2N8eXpgKK97lzIRSR9SL5U7dpeyMGg1TAXdvFgK85UwDkUte3aXIhytS67EevF5akA+WKFlehw+RTvPjPGs/3UUHoNh9mA12ZCr1MPzAcAcTNyfyvGlekgD7bjigV/Z9PmtZkY9di4LbFVgf5iH8Tf14jbyp2NA+od12xxmCV9z1KrBC5M+skciRvus+O+Ple7D3zjaX76b3yT5N83Gg0ePHiAw+FgfHxc9r0Ni2KxSCKRIJFIUKvV8Hg8eL1erFbrUDXJ3t4eH/jAB/ilX/qlPnHwK7zt8Ko5kMOwzcGLDjYrFovE43ESCfHi2dooGI3DWQLW63UePnyI2Wxmenpa9nhKlRo316N86cken3/0nILUi86NgRzmQk72Uvk2bUOrUTHld2A3GShWqmzGssyGXNzb/MrpRiAKkBsNaQGly6zHbdYyFnCzm8qzeZCVnAT5HWaOK1XZhFcQ056VplXzIRcr0bTk5zXqthJwmjHqddzdjLXpB704P9F/I+nFoCl80Gkilj3uKninAw5cFiPPIikOjytcnQkobllATDNVSrcGsTjrbagWRtzQbPLkpEkYtCkBWJoJsDzgMUGXGaEJbpuRB9vyBdMw09BRt5XdEyvRUaeBYrVJMt//nVybCyputFpofW9zISepo5Js0zXMBgXgm8+N89kH2wMfdyZo41Gkv/GyGXUEnGZWTtKhpwL2gbqQFk6NuDkuVSmUq4rNo5wuwe8woxYEIh0NwrXZ0FCe+NfmQhyXKwOdr9rH4BOPYdDmEcSwwM5tgdNiwGrQSVrAXpLJYNGqVZwZ83YV1a2mRg5GnYZJv4PHu0lZilDf+wo4SB0d47WZ+tJzpaBRqXj3uTE+e29r4GNBpEGdnxA3IVIDm14szYU4yBRoNBqym6EWXCYtxWoDlUrFXMilOHCB59knIF7rH+8kujYnnejNsvA7zPgd0pbSZ8a8PN1L9jWkcyEXAgLPIs9/hwsjbtai0vcGEDUfLVH4+Uk/dzflwz1bEASxSUoeFbuanr94YZKP/t3/QTLkrNFo8PDhQ2w22wt3AQLRHjSVSpFIJMjn8zgcDjweDy6XC7W6X/MSjUZ53/vex8/93M/xzne+84Ufzyt8zeFVcyCHarVKQ2Id3ImXnXhcLpeJx+PE43Hq9Tperxe/34/JJO0YUSqVuH//PiMjI1+2P3Ly8JgvPd3ji0/2+NMnuxxkCsyHXOyllBuDqYCDePZYkVd/dsxLsVLDbTVQqTX+H/b+O8y1g77zx19Hvfc6vdyZuTO3XxcwzQ41GNtzwYYkJF9ggcT5JmTNkgTIQzbLfjeBZZeU3WVTeZL8QnYpvvcaVwyBYGNj4+5b57bpVXU0kkZdOr8/zkhXGpUj7Nvs6P08/sNzpaMj6Uj6lHdhIbRRR6OQ46FqVAr6XFYutJiW7e5zc3oxQkkUUasUDLit2E06coUii+EE68k0o91Oziw3L9rkOPNqpZSi2cprfne3lZPLGygEgSGvDadFT3wzy7mVdYqiiEoh4LWbWobzNKMTVaMRh7tynioFe/pcaFRKnjm32vQD6zTpSWZzDZN+y5DbLIz3ONGoFJxbWZdd50vFeuuio5rTv3/Qy3IkUSOkBEnIvRpLyv5wS83RxSLDqFXRY9NzNnCxoBWQGs9gEx5xGS6znvXNizoWl0WP3airo630OM2yhVX5eLFklr2Dbk7MB1tuIlwmHeEmDkl6jYphn52TC6G659sMfW4LC1u6gW6nmVyhQGijcYPQqmn3WA0olQpWo0nUSgUmnaatTUSP00y309RWQzbkMjITunidt/quaEa3cZr1GHXqynMGyTFnOdK8gFcpFOwZ8PDSzBp6jRKdpvHWoBpatZKRLilJWU57U8abx3s4vxKRvf5Aohdp1Gp2+GxthaSVG5phn51EOtvyMQY8VpYjCfLFEkatmtFuZ0NNA0ifmbFt36XjfiszoQTZBlvoRo2Vz27C3iAvZMTvYC4Ua7jN3jvgIRxPVYT+XXYTm9l8S2rc3gEPsWSWfKlEKptno4WJRRk3jEhWrK3oRmVUN6x9bgseqxG1UsHXf+c2dA3MFi53Y9Do8WKxGKFQiPX1dZ566inUajV33nknXV1dBAIB7rrrLv77f//vvP3tb7/s59PBawKd5qAZ5JqDK5l4DNImIxQKEQwGyeVyuFwuvF4vRqMRQRBIJBKcPHmSnTt3YrfL+13LYXpNykV4/OQCz5xbbjhpH/BYWW8QlFaNEb+d5WiyTgza7TTjtxspiaBVKvnZ+eWWhV6zCV8ZXquRTL41f/qtEz1sZvMoBAXBjc26At9h0lESxZYOSG8Y8fNMC2qUxaABUSSerm+oTDo1wz47bouel2aDFQrSdigEyf5woYXo02fREkzkWk4mJaHyGl6bkQG3pG/YXhy0o0do9zabmRy5Qqkpx7udhkevUaJSKmquN6NWzajfxktzIcrfWe2ck04tHatR43rdsI9TCyEy+RKDTh2zEXkue6MCR6NSsrffXZOO3a7A+MYRP89uURbGe5wsRxMNLYTHu2xMLcdaHkutUrBvwMPUYlhWYAn1k1m/3YQoinX0EIteQ75Yatn0uS0GNCoFXrtJNqW68vhb2yqpsFpueduJbgent9EEm227qvUD22Ez6nCYdJUtiBztBy5SR9RKRVuNDEgNil6javl9VYZWpcRm0pEvFNEqRFbjrZuPG0a6Ku/bwWEfJ+YCTYvXYZ+NueBGpZm1m3R4rMY6Ry6QvnOGfPa67cWNI128NLNa17g226J4LXo0Slhcv/h5GvLZWAzHm1JX9/W7mQ8niG1msBm1aFQqghvNaUpqlYIDQz4urESxGLTMteGOZjVo2d3vYSYQk01J73GaSaRzbKSyuMx6hnx2Ti0EK0na1WjUOI92Ofj2Zz+ApUG2iSiKnDx5suJGdKUhiiInTpzgO9/5TiVULJfL8Xu/93t84hOfuOx1TAevGXSag2Zo1Ry0Kzy+XMjn84TDYYLBIOl0GoPBQCKRYP/+/RiN8mmQPy+KpRLH54L8dGqJp84s8dLMGj6biUQ613JK2OeyVDy4m2Gix8X5tSh2o44epwWFQsoFWAxfnLy2t1WwtdwqTPS4OLMcqSmmrQYtAx4rWrWSSCKNSa9pOe0b9FhZ2pqsNYMctcZm0FIoldjM5hn22nGY9YTjKWYCG20fA9rbcDjM+ho3JqVCYFevm6IocmohhEUvedG3KiYtBg2FotjS6UetVGDWXxSA7xvwsJHK1f1o7+p1yQa1tZp8D/tslEqwHE2g16hlhbTl5qgZepxmNGolJp1GluIlIFEbmnGrb9jh56WZNQRBwKCVPzeFAC6zoaZZ63VZKJSKdda3u3vl6VMgFfwgyroPlZ2HtoulPVYDOrWqpmmWo9KU4bLo6ZXJ/CjDZtSSyRUqBgitKF19LguL4XjDwcGE38zp1YvfE8M+m6zWwmLQ4LYYyeTyrMU2ZTUmQCXV/OmzrZuYMnZ2Ozm7EuGGHfKvXfV3m2T0YG36Xve7rSxHkjUC57FuJ4FYom6goRBg0FuvS1CrFOwf9NXkAEDr93nIZyNfKFXseIe8NhYjzYt9hSBwcMjL8bkgCgFMOlVDKl81rAYtI10O0tm87HdEGW8Y7aZUEnlxerVGJ7AdZbehUwthVAoF+4e8rEQSNXS4MmxGHQatqrKZKMOs1zDe62IuEKt8ZvcNeDi5EKq5hrqdZu793J0NU5lFUeTUqVMYDIZrQlgbjUb50Ic+xI033sjCwgKzs7O8/e1v54477uDNb37zJXM/6uA1iU5z0AyFQqFhHkFZXX8ltgVyEEWRubk51tbWMBgMpFIpnE4nHo8Hq9V62c4vncvz0vQaPzm9yFNTS5xeCtf9eHfZTeQKxZai3gGPlXA81dDRxW7S0e+2YDfpmQtutLSnu27Y37IIdJh0CILQkld9/Q4/Z5YiDPms6NQqwok0s4FY5UJXCgL9HmtLT/ixbgfnVhprEcqY8Fs5vVo/6fLZjPS5LWxm8gRiqZav22iXvcIxbwY5ekmXw8TEVrp0q8A7qXBrXWw2csdRCAL7B72sridZXd9sS6wMkp3jfIukWpVCwS27ennyzHJLdy0oi6hbv05ddhO9bovsVHhXr1PWY39ntxO7SddWEbm3383xBoJru1GHy6Lj/FaR22U3sbouT58C6PdYmA9uyPLyW2lMrFthbedX11EIUvBTO2LTsW4nwdgmdrNOVvPQ6PyaWZpeN9Ra/7O3z8HxBWmrsNNv5UyDz9Z2mHRqDgz5eOK0vINV9fm20yht1xK1Gmw4zXpS2Rzp3MXruFy8Pn+h/j7jPa6GOhavzYhZr66Z+sud6/5BLxdWoyQzefrcFlbXky1NKXRqFXsG3ByfDeK1m9pKk+5xmhny2/nJyQXZ24JU7EeTGclQQ0YQfeNod+V17Xaa8VgMvDTb+Dqp3raUoVIo2DfoJVS1QdaplfRuBdY1Q5lqplEKHJsL1VisOkw6vv3ZDzDUIKm63Bjo9XqGh4dbPrcrgVgsxp133snnPvc5Dh06BEi05B//+Mc88MAD/PSnP2Xv3r187GMf453vfOfVPdkOrgY6zUEzbG8OLre+4OdFqVTizJkziKLI+Pg4CoWi4oEcDAaJx+PY7XY8Hg92u/2ynu96MsPTZ6WtwlNnlkllcqiUyjonk2p4rAZEkZoU1+0Y8TtYCG+QzRex6DUMem0oKLEWTbAWzyLS+Iu/GgKSj/npFtOoXpeZcDxdR52wGrQMeq2oVUp0GlXLYkKtVOCzGVvy6VsJmcu4ccTPhdV1hn12ktl8w0wJORcjtVLyom/12lr0GkqitBXa3ecmEEvV0ayMWjVKhdCyeRCAbqepKcderVKwf8CLQlDIClWlAlx+ajjktZHJFbCb9E1vL71G8oLgN4xIhd+uPhdrsc2mDeSQy8BMWJ4Tft2Qj0QmV2dnuB17+ppTrFQKQXLLmQ9xY4NAwUYY73XWuN1cP+zjpZlAw4lqn8vSUjNj2JpgqxSKtnnz5aJ4u+XmdkhbJk1D69Y9vXZOLV200PTZjIQ30g2tQKtx/Q4/oY0kC6FEWz9MPU4z0WSGEb9d9vnZjJJmqbw5u2GLRtLocRQCdDstlQl7GRL9J1i3cdzT6+DEYuPr5MYRPy9cuDgRv26HnxdabBOl7AE3z19YxW83EdvMyOp//HYTZr2Gkii2JYYGeMfeQY7Nrcla+UI5vGyN64b9nF+JtNym7emXpvCiKAl8Dwz5mA/GGn4e9w14OT4frPse3eG3o9eoamxVy5alzSAIsHfASzqbQ69Vy9onw8WNuNtqwGrUcmIuiEqp4J8/c4h9g/Wp2aIocvr0aXQ63TXRGMTjce666y7uuecePvjBDza8jSiKvPTSS8TjcW655ZYre4IdXAvoNAfNUN0clBuDYrGIQqG46o1BPp/nxIkTOBwO+vv7G55PqVRifX2dQCDAxsYGVqsVj8eDw+G47FSo5Uhiq1GQ/tv+Q2IzajHrNTXUoe3w2YxkC8WmAkCzXsOBIS/ZfJHQRpqZwDqNrme5KapaKdDrar0RGPLZWAzFcZr19LjMFEsi02vrNUWznBZBIcCAp3UardOoIZ7J1/B77SYdXqOSPCqmAxvsG/DKFjTtBEs1cpXZ1etCEIRKgFU73HmJ3tSaSuLaCkna2ePk+FywZlJaDSk8S8a+dJsL0HXDPqbXYnW0ilaBZmVoVUp0alWlaLEZtfS5LXXWoj1OE8tR+en9sM/G9GoMtVKa/jabzre7DbhprIvTi2E2mjheVWPfoKcuoXZPv5uZtfUarnSzgLLtUKsUvHG0iydOL8netsdpZjmaqDwf3ZYot1HzI+eMtX/Qw6mFEPliSbptG40RwNv3DvDEqQVZ8ShcDA9TKgQODLXOhGg0gd8/6GVqMVzn/rNdx1GNsW4HoY1UpSkadJuZk2lmJnpdLEfiiKKIUqmUFUODVJDnCgVZmlwZbxzrpiTC8+dXZJ2VpAYwhEmnYWePo+XrNuixsbKerBgd2Iw6BjyWhp9Jr0VHPJ0nna997/QaFXsHPJycD1Su4QGPleBGuiXNccRvR6tRoRQETsyHZJ8XSO9zPJ1Fo1JyYi7Y9H1xW/QIglBDB3RZDPz5J97Fm8Z76m4viiJTU1NoNJqW7oFXCslkkg9+8IPcfffdfPjDH76q59LBNY1Oc9AM5ebgSguP5ZBKpThx4gSDg4N4PJ627iOKIrFYjEAgwPr6OmazGY/Hg9PpbGhrdqlxdjnCU1NL/PTMEifmg9iMupaTKrNeg92kaynI9TtMpDIXXSqsBi0DXhsapaIyBd/T765Mo5pBrgDWqBT4bKa6SatSITDss2MzaSmWShybC1Jo4TbTTqEthXA1L467HSaGfHbmg/Gmk1+zXo1CEFpO6awGLfliqekPbP+W48Z8KC7roNKOp371c3ea9Qx5bbwwvVazERn0WJkNtj4ONBY124xahn32Skq05LXfOrcBpOl6I23HDSN+js8FK8VfO1avAPv6XByrsl69btjHqcVQHf2p3aL3uh0+isUSZ5cjTRsqaP18B702kplsxYmoHftXkAqs6bVYTZBWMzR6fcrJ2tWUIIUAXpup5UYRpE3fxmaaSDzd0kWrjD63haVwgtFuByuRxqLuMvxWHWsbmZofsGYDBJ/NSDSZIdfAAnTEbyeavGhla9ZrUCoUxFposLw2I0atmtlAjC67nuV1+em7z25kxG9vq0mDrS1KPAWi2JKeBzC89V1SKJUY63aQSOdYiTYe2DjNeoolap7frj4X0US67v00alXYTYaG28RhnxWFoOD8Fm3IoFHhshpbftfbjTpGuhzMBtZRKhWsrcvT3Ia8NrRqFVq1UnZIsL0B7Haa6XKYOL0QqmmsLXoNdpO+5nUVBPjzT7yb228cqTtuuTFQq9Xs2LHjmqgdPvShD/GRj3yEj33sY1f1XDq45tFpDpqhWCySz+evqcYgFosxNTXFrl27sFgsr+gY5VTFQCBAJBLBaDTi8XhwuVxXRIBUKJZ4eTbAT6cW+enUEsdmgzW0AbVSYIff0dIj3qhV47ToW/6gjHU7t6gzIovhRMMit52sgVbTQJAoIH1uK7HNDINeG0WxxPmV9RqRr9dqJJ7OtlzztzPR3dNj58TSlp+914Zryxu9mqJRbQPaDO26D02vxRj22ZlaCpNo4L4klygMzQXNfS4LNqOu0gxJoWGtRdjbJ9TbsbvPTSSRptdlbouK0++2Mt/E6aTPZUGlUlQE3XIOQDaDhmQ6X5dUPeCxUigVK0nGJp2aUomWk08JYsVudNBrI5Ut1IjLqyG3KXJZ9FgMWgqFUks6UTX2b3m8l4//3PnGVBqbUUcml2+q/6guvOWC4apx8+4+Ts4F20pErnYy63NbyOQKTZvaZp+z63f4eXlmreb9K28YmsFjNWDSaZgJxNoWbuvUSnZ3W3l+rr2QsbFuJ/PBGHsGPLINpduiJ50rkszk0KqV7O338FwD7QJsDT3s5prvUL1Gxe5+d51YWUBgos/VMJxSp1axd9DDS9Orla2N9Lo1f5/LtKHFUIxup7WtgDalAnb3ulCp1Rzb9j5th3uLshreolX2uix4rQZeng3U3e/gViBmo+8Uo1bNRJ+LtfVNgrFNBry2Oqen//TLb+Ujb99bd19RFDlz5gxKpZKRkZGrXjtkMhl++Zd/mbvuuovf+I3fuKrn0sFrAp3moBleeOEFenp6MJlMV/2DDVJIyeLiInv37n3F0ejbIYoiyWSSQCBAOBxGp9NVQtfUavUleQw5JDM5nj23wpNTizx1ZhmzTtOySFQIUuhNK0tMvUaJ12aqccvpcZrx201kC0WmV2OY9BrS2XzLKePuPsld5+fdPKhVUiiQQaNmPryB12Zseb4alQK3xcByC4s9m1FLvlCss9NTKQQmet3Sqju2SXSz9bTVbdGTSOdainmNWjUqpaKyfTBq1ezqkygq1V77O/w2Wa6yXCjWRK8LtULBqcVQyx98kA/JA3CYdYz5nTxzfrlpGjJsOSfJNGNqlYKbd/Xxw+NzLW8HF7ULjWDQSMm2L88F29YQSJacFxsvu1GH127kzDZLT5NOjSi2dpwCqfB7w2gXj7UhDu1ymKQgrKoLf/+gh6nFSB2Vpp2i+Podfl6aXqXHZZWdZgM4TTo2M3ksBg16jYr5FkOAQY+VudBGzWfUZTFg0WvqKHyj3Q7OLTcvyoc8ZsKJLPF0jhG/ozLdbgW9RsWBIS/PnV9ti9Jk1qlQKJSMdTtrNAWNoFYK+B0XC/gDQ17OLUebvteNtmp7BzwsheNEk7VNVisu/s4eJ5uZXEU7US3+bYZupxm7SYteo26bCvbGMcltSBo+tKbO7eu/uJVzGjV0u8ycXozWfWcYtSo8NlNDAwuXxcCQz8aZpTDxVI6JXhfnV6MthdggmVHcNN7NZibPiblg5TF/57br+fQd9UnCoihy9uxZBEFgdHT0qtcP2WyWX/u1X+PWW2/lt37rt676+XTwmkCnOWiGP/3TP+Wf//mfGRgY4I477uC9733vK57WvxqIosj09DTJZJLdu3df1ul+MpkkGAwSDodRqVR4PB48Hg8ajeayPeZ2BGKbPDm1yOPH53ji9ALxTG0x3Faar0wmgk6tZO+gFwGIJjJcWF2vu6DtRh2CQEPhZBlDPhsLW2v5Zjg47GNjM4PTomdtvT5bAdpLlW2nMH7jaBelksjqNivYasilP7c6H7VKwb5+DyvrSRwmvSw9xaBRoVYp5S1HBz0kkptE0kUiTV5vl1lPPJ1rSPGoxo07LoY+iYhNNR7tNAdKQcBtNeAw6wklNpuGhGlUCkzaxiLbakz4TETSBQIb8tzxiV5nnYhe0jL4aoqvdvQlIG0PEukc+we8stdas8/YdiqNRa+RtcIt4227ennhwmpDr/jtuLGKymTSqRnw2Jpea80sffUaFWPdzpqp9Fi3s6HHfzXcZi0CIkathtlwa/pTGXsHPOg0qi3efuvbVn/+xrqdRBOpuoC/Mho1Xl0OE0atus5R5/phX03WRjWsBi3DPltl6CJRy1pf+xqVkgNDXuKpLOdX1mVF4QBjXU70WhXheEo2BHBPv5tTC2FKoojFoGFnj4tjM4GGKc7NHJ/sBjU+q46Z0CbZQgmlIDDe52qac1GGXqPixhE/q+ubssYBUPvdazdJFKfdfW6+8KG31N1WFEXOnTsHcE00Brlcjo9+9KPccsstfPrTn77q59PBawad5qAVykmG9957L9/73vfwer1MTk7yvve975IEjcmhWCxy6tQpdDrdFV9NplIpgsEgoVAIhUJR2Shcqq1FK0SjUc6ePcvu3btZjGV54vQiT55eRBRFWZvIdqw3t1OFrAYtQz4bCkFgZm2D9c2MLDdbo1Lgt5taTjUdJh3FklhTHPe6JD5rMC5ZpfY4zQQ2NltOr4Z9NmYDGy2FdX0OA4uRVOWDOdblwGTQcGI+SG7r2P1uC4vh5omwINGASiWxob1sGUqFwJvGulkIx1s+/3boSw6TjvhmlkJJrAgQj88H6jj27RxLrVRg1WsrNrAqhYKDO7wcmw3WFB3DXnk/fKgt5Mx6DTv8dl5qQIG4YYeP587Lh3/tH3CznkyRSOWIppq/vnL6i+uGfZycD1MSS1gN2pa2t2VUv34Hh6QAuEaFmFxi9iuh0oDIoMdKoVhiM51t+dxdFj2JVLbm8VUKhTSd39awjHU5WzpSCYLkZvbsuRXZXJBqXD/sI5XN1QWvNUL1cSd6XaxGk02zX8r5B9UfP7tJR7fTXFfQ9rstrDSxF1UqBMkJ6MIqhZKI12ZkM5Nr+ZkFSbQeS2ZIZvJt0bUsBg19biuIyA4CnCY9ggDhRBqVQsHeARdnlyJsNtDK9DjNxDazdeGE5cCxY7MXmwRJkNxaVGzWqem16wCR06vyDZ3XZqRYLBFOpBnvdW2JkAMNG7tGjcltN4zw5594FwpF7e9xuTEQRZGxsbGrXojn83k+8YlPcP311/O5z33uqp9PB68pdJqDdlEWFx0+fJiHH34Ym83G5OQkt912Gy6X65I/Xjab5fjx4/j9fnp66l0QriQymQzBYJBgMIgoipWNgl6vv+SP1Yo+lckVeObcCk+cXuCJ04t1lJZ9A56GFnfVkJucCwK8baKPTL5ANJHZohbUf07aKVYlx5zmBUmXw8hol5P50AazTbjvApJwUM6vf8Rnb+jPbdKpGe9xsraxic2ok00obtuhaDa4ZQPoIZnOMb1tQm/SScLoVrQtgJ1eE2fWan/QXWY9A14rL0yvISJRqrL5oqw14/U7/Dzf4Ny77CbsZl3F9vTAYOvNUhkDHmtdkNvBYS/nV6MVDYZCAJ/V1DBQaTsGPRZmgxsYNEp6nSbOrjZurA4MeWTPb8hrw2838dMz8kLVRrqPHT47G6lM3dS6nfdfr1Gxq8/N+ZWo7FYIyps86TNnNWjxO8xNrU4lsXbjhuOGET8vTV/km+/sdnJGZhMA0md+fTMjm78AkoOV3aQjsLHJjSNdPNdiG6BRKXCaDTWCXLfFgN2sq6MvqZQCXQ5zQ52UIEjP++XZALlCqWla8XYM++zkC0VMek1Lq+ZqXL/DDyC7hQTY2++paIr2DXoIxlINxeRKQWCk21H3npp0aiZ63ZyoavbNeg1Wg7blZsFp1jPstxNLZlgMx2U/9yAV8cdnA4z5bazGkgTjja9Li0GD1aCrs5v1WA0Mem3MrK1XPhONGoO37urj7377VtSqWiMPURQ5f/48xWKRnTt3XvVCvFAocPfddzM+Ps5//I//8aqfTwevOXSag1cCURS5cOEChw8f5sEHH0Sn0zE5Ocntt9+O1+t91R/EZDLJyZMnGRkZwel0XqKzvjTI5XKVRqFQKOB2u/F4PK86mVkURWZnZ9nY2GDPnj1t0adWogkeP7nAT04tsBiJMx+MtxR6DnqsrMU2W/7YjHbZmVnbqKzR7SYdQ14bhaLIuRXJNaYdLYIctQlq6Rt+m4E+j42V9URtOvQOP8/K/JAfHPLy4nTrxxp2GxGUSow6nZTq2eDk/XYj4US65RZDIUCPo94nf0+/m2y+wLmtgqadItOsU5Iv0FT/IDmOKLEYtLJUGIUAPpupLtm0GgeHvSQzOS6sxGTtDRvxt8vwWA24rQZOLYbbbjT29LvqjnfjSBcvzQRquOouo5poKidLTxGAkS4HOrWypcMVNHfjsZt0+GzGivjfbtSRyRfaKsbeMNKFKMBz51Za/hgIQLfDyFLV+6JWSgFU252iuuwmQhubLbn7O3ucBNY36XVZZMXwZdww4ie0kSJfKLbU9UD9azXR62IlmmzoQjTuNzO1Wl/kqhQKDg5LKcTl10bOUhmg32OtJHHL3bb6fEXgxa0tQivcsNXsgHTtFIulprS7RoWxVq1k/6CXk/OhGiqZ3AbJbtIx4ndwbHaNkS5nW25ZZRG922Jgaksj0AwHh328WDXwEQSJOpXPFzhTFRapUSno91g53yJAUqkQ2N3nxmbS8+SphZrvyQNDPr7xH+5Ar63V45XrgXw+z/j4+FUvxIvFIp/61Kfo6enhj//4j6/6+XTwmkSnOXi1KKcUHzlyhPvvvx+FQsHtt9/O5OQkXV1dP/cHMxwOc+HCBfbs2fOqC+7LjXw+TygUIhAIkMvlcLlceDyen1vEXSqVmJqaQqlUvuJ1bL5Y5MXpNR4/ucDjpxbqplhWgxa9VtXSBs9q0KJVK5s6nWhUSvYNuNGoVZxdjjYNAnJZ9OTyxZZTc7dVTypTaMjXlpyI9ESSaQKxVN36vRomnRqtStWSJqAUBPwOY8Uxx6ZXM+CxsBDdrOHJHxj0NqTNVEMusXZXrwuFAmaD8ZbnDe1ZeloMGkb8DlbWky0tMOXOq4ybdnaRzRdlmym5qXR52ruRynK2hci1DCnVuv52g14bhWKp0hBeN+xt63mUm09BkHQWz11oPOHeLi7fDqVC4LphyeGqXZqQWS9pkBLpHHv63cwFN5oKSqWgr8av4/U7/BybvRgOJjW58s/dZzPS47Tw/LT89Nti0CAgWfuadGp2+B1N3XE8VgOJdK6uOXJbDLi2itQyepxmghuplhqYIY+ZZLaITq1iNdY6gbiMQa8Vr83Ec+dWWoqVQaIercU2yeaLDHisqJWKpum+Q14bS5FEzfmW3/szS5Ga76qdPU7Or0SbWgHbtqxFX5peZd9ge9crwFvGe8gVSrw0s9ayAdRrlHQ5LExvbUsNWjW7+9zMBWN1381youKyLenZxTB+m56za/JuXfsGPJxaCEuDIZ+NhXAci17LN3/vEFZj7Ta7rAnM5XLXRGNQKpX49Kc/jd1u5ytf+cplzzTq4HWLTnNwKSGKIisrKxw5coSjR4+Sz+e57bbbmJycbBpWVo3FxUUCgQB79+69oiLgS4FCoUA4HCYQCJBOp3E6nXg8HiwWS8vnnc/nOX78OC6Xi76+vkv25bq2nuSxkwv8+MQ8Pzu7RJ/b2nL1LiA5xMjRbspaBEGQ1voOs57VaK0AuB0v+YluO6eXW9MGDg55yeSL6DUqppbCpBpMdNspsJtN8VUKgSG3kWxRRK1Wc0GGdqFRKbAb9U0tNasfL5nJUyyVmiY5eywGNrZxy1udu1ql4MCgl9NL4TputUIAv80kOxX2O4yEYikKpRITvS5im9mGm4aJHienW1jplrG3300kmcaoVXOuxTRy1G/nXAvnmzJNZyEUZz2ZlnW9EYDeLZvTMnb2OAnHU3UNazMx53a8YaSLC2vrbXHRtx+zy2FCo1IwF9yWBSKA3agmnGzeJO7w2Ulk8hi1KmYDMdlgOJA2AS/PBtg/6G3j2q9veG4c7Wo4aa+2b90OhSBww4hEWyuKIuO9rppE6maw6DUcGPLx+Cl5lyilIDDgtTG9JiWkl0qlpnRDtVJBj8vMbODivysEget3+Di9WPsZMWhUOMz6plQeq0HLaLeDFy+sYTPqQKCt6+C6YR8KhcDzTWxuq1Et6i1rC47PBeq2hgISVbGRPkSlULB7wE0qk+fcSpQBj5VwPC07hABpw1IsicQ2My3pWjt7nMwGYjXfS/0eK9/+vffjttUP66anp8lkMkxMTFwTjcFnP/tZVCoVf/EXf9FpDDp4Neg0B5cLoigSCAS47777OHr0KIlEgltvvZXJycm6QJRcLsfv/u7vctddd/HWt771Nf+hLhaLRCIRAoEAyWQSh8OBx+PBZrPVPO90Os3x48d/rkC3V4Jcvsgz55f51+PzPHZi/hU7BrWiyvS6LPjtJnQaJT851ZoHvrfPwfGF1tPm7QJKvUbFeK+TbL7I6cUwIlJhNbPWmiJjM2oplkRZq8BdfjO5YomZ8CbNstxuHPHzrIzY22szsl4VHDXR62rYJDQLIKuGw6QjnauludiMWkb8Dl6YWa1MytvdGmyfypdpEi9Or9WkUu/scTblxFdj2CcVclJR5q+jCJXR79AxH5Uvtt6xt5/nLqy2pFAA7HAbuRCqb9BsRi29LkulwTXp1AiCIPveg1REL0cTaFXKlineVoNWEhZv23jpNSomel01r++4z8TUWmvXmvIx9/a72wr6MunUqJTKCs2nlb1nn8vCSjTZ0Glnh99OKpuvNIeSdaw83WW0y4HbauCnU+2Fku30mjgTSLKrx8FqLNXS0Wp706VWKiqUme3XVaumz2HWM+SxVtyLttNummHAY6XfbeHxU4uyt7UZdWjVSgKxTXqcJnQKseE1CdLnaXp1ve452Iw6RrsdnF2KVDZb7W6vDgz5MGhVPHtuueaz2wjbX6vBrc3smaVIzWfDb9ESyxRqzBC8NiPf/uwH6HXVOxVOT0+TTqfZtWvXNdEY/OEf/iGZTIa//Mu/fNU1xOLiIh/5yEcIBAIIgsBv/MZvcM8999Tc5rHHHmNycpLBwUEAPvCBD/BHf/RHr+pxO7hm0GkOrhTC4TDf/e53OXLkCOFwmPe+973ccccdeL1efvmXf5mDBw/y5S9/+TXfGGxHqVQiEokQDAaJx+PYbDY8Hg9KpZKpqSkmJiawWq1X9JwurEb50fF5fnRslpdmAlsbg9ZC5tFuBzOrsZaWfgMeK6tbNp+9LjPRZLZuSuUya0lm8mTyzY9j1ktUoWYuNJJ4zkq+UJINlWrHuvTg8EXNgsOkxWfRMh9Jspm7eI5Ok550riAb3lV9rGoMugyIgoK5cJJel5mVSFI2wbhVM9bvtmA2aDizFMFtMcqm7nY5TARijR+zz2XBoFNzZina9tZg34C7brrZ57agValqqB19dh0LbSThem1Gosk0VoMWn83UdPMkAH2e5uFtEt2pi5dmVjkw1J7NqcdqILaZJVcoVoVnNX7d5bQkkpNSEAHQa9VNnXuqsafPw8mFIDeMdPHC+dbe/42Kx26nGZ1aVaGhlDHe42wZpmjQqhnvcXFiPoDLYmipVynDvlUU97gssqLeLoeJaCJdmY4btUp6bAbOBholB9tYCMUbNpdShoCu0rzs7nNzarF18jtIugK/3cRP2thawMX3dme3E1GkqROUUhAY7a4PqhzwWLGbdLw8E6gUCF0OE5vZPBubzYXr5fA1rUrJk200XWa9BsdWUrHdpGO0y8FsoJ5yJD2n5s2GTq1ios9FJlcgvplhM1dgvap5M+tU/OUnbuHGXcN1GriZmRlSqdQ10RiIosh//s//mXA4zN/93d+hVCrl7ySD1dVVVldXOXjwIIlEguuuu47vfve7TExMVG7z2GOP8dWvfpWHHnroVT9eB9ccOs3B1cD6+joPPPAA3/jGNzh+/Djvfve7+dSnPsXu3btfd81BNUqlErFYjLm5OdbX13G73fj9fpxO51V73tFkmp+cWuD7L87wxOnFhmJMu1GHSqkgFG+sRQApO8FjNdZtJXw2I31uK9FEmum1GP0uI3Ph1rScVp7lZZT97ce6nZh0ak4vhuvsP3f2OOpCs7bDqFWjVSvrJpo6jYoxv9TsBBNZdnVZObXcOsBqyGtjNtiaGrK7343NoJUtAqoL1lb4hT19TK/GZJN/2+HyXzfsI18oyQp8QWTIa2s4YZd43H5engmQK5YY67JxtgXlqIzq91wQynz8QMWGtoyDQz7ZJGmA8W4H+ZIo63gDcP2O+i3OgSEvF1bXayarPpuRSLK1YB3AZ9Ex0uPiidPyE2ilILn4lN1jRrscxFNZ1hpQ17odJoLxVMPHVysVHBi6KAL+edKY37FvgOfOr8hubAD2D3l5eeu4u/rchDY2GxalAjDWZAM15rcS2khVLF21W98d2x10tqOcOxBNZmqK2GYY8tpYiSaY6HOzEkk0fE0vHrs+DbrsRLb9OpdLje/eCpy8sBrFrNfKPi+AfYNeTi+EmOhzk8sXa/Qd1VArFQz77XWvq1IhsKvPDcDJ+SAlUdqYvDSzJttEua0GnGY9VoOWhXCc1WgSo1bNX9/9Trx6kXA4jFqtxu1243a7WV1dreQOXQuNwZe//GXm5+f5x3/8x0vSGDTC5OQkn/rUp3jXu95V+VunOXhdo9McXC0888wz3H333fzZn/0Za2trHDlyhOnpad7xjndw6NAhDhw48LpsFBYWFgiFQuzZs4dUKkUgECAajWIymfB6vTidzsv2BSeHbL7AT6eW+JeXZ/nh8TmiiTQKAXb2uGStAtsJKbtuwIlSrSW0kWrKJW7Hj73bYSKSSNXwdY1aNeNbPPoLq+tSuqrdLFs0y02CBQHePNZNcCPJudXWzYHcpBZgZ7eDM8sR9vS72czmmVlrfMx2Nh56jRKDVs3GZpYDQ17Or64TazChHPBYWQi1zokAyaFoIRRnpMux9V42/n6ULGpbF55uk4aRbjdPyeRygPR+Bra0ENXodVnQqZWVTYRKIeC2ym9JAHZ1WTkfSDDiM7ds6nqcZlbXG29UvDYjdqOuIsxutzFxWyVB/li3U3Zz0UgzI2VKOOqK1XaoP+M9TjazBTYzubZ48/1uiXpkMWjpcZpbfvYafTaNOjW9Vi1nArXviZzWQ9KZuHhxeo0xn4WpJra21RCQimitWsnLTQLDyjDp1FgM2so2RKNSsn/QUyc+BunzEWji4la2K06kpCZBrjEoQ6UQ2D/kRSEoOLUQahmUN9plZyGUIJO/+PiDXhtOs56T88HK91z5+ct99jxWA7v73JxdibIsE8ZmM2rrGpjd/W7+4K4388ax7srf0uk0oVCIhYUFCoUCPT09eL3en9t841JCFEX+7M/+jFOnTvHP//zPly0gdW5ujre97W2cPHmyJgj2scce484776Snp4euri6++tWvsmvXrstyDh1ccXSag6uB73znO3z1q1/l3nvvpb+/v/L3ZDLJ9773PY4cOcLp06e55ZZbOHToEDfccMNVK5gvFcoBMfl8nomJiZrGRxRF4vE4wWCQSCSCXq/H6/XicrkuayJ0K5RKIi9Mr/LsuRW+89Oplr7c7Uwp+10mVtZTFdpAn8uC32FiMZyo/IDbjFoEQZCZCoqynPhBr40dPjtPn11uGYw04LGyFE7IpJ+KjHY5OLcSZYfPjtmg4dhssM4ZRy7ToXysYZ+9hv6xb9DLxma2Jk9g2CdN5eUmftvTgU06DRO9ri03lIt33t0vn5oqIAkPy+cx1u0gmy/V5RxcdH6S59KP+O3YTDpOL4RaJgO34oQrFQLXD/t5cWaV/YM+2XRwqJ/wj3jNrMVSJLL1xeTeAQ/HWxTEZZFrbDPD+dX1tgTDErXsYhrvajRJJFlfqFsNWhBp6qR0YMjH9GqUeDrHvkEpW6MdvGlnN7l8UXb7JgA7uhycr9LDXDfs4/xKtK6Athg0aJTKplS/sW4H6VyBhVCcAY+VlWhSdusF8OadPUQ3M22Jm6sbDo/VQI/T3PR7Z9+gl2MNimiTTsNEn4tT80E2swWsBi0GrbqthvPm3f2srSfacueqHpaU8w4auQ11O0xsZgsNrWJBahTHe1ysRBP4HeamGRjVGO12sBiKk8kXGO9xoVUrObUQqtvCGbVqfHZTzfeRSqHgf//mL/LO/YN1x52fn2djY4OxsTGi0SihUIjNzU3sdjtutxu73X7FBnqiKPK1r32NZ555hm9/+9uo1Wr5O70CJJNJbr75Zr7whS/wgQ98oObf4vE4CoUCk8nEI488wj333MP58+cvy3l0cMXRaQ6uJERR5Etf+hJPPfUU3/zmN2u68O3IZDL84Ac/4N577+Xll1/mLW95C4cOHeKmm266agXzK0WxWOTEiROYzWaGhoZaTlpEUSSZTBIMBgmHw2g0GrxeL263+7J9AbaDkwshHn1xmu+/OFOzZu9zWQjFUy294fVqJQ6zgeVo44JyxG/HbtIjIPKMTNLuDTvkC8Q+l2RxqFQI7Op1s5HK1lkcCkiizGbWh2Vct8PHC9ser0yVOjEfJJ0rolEJGDUq1lsk30Jzao8gSE4xkXiGhXC8rQ2EwyR58jfSQHTZTXhsRl6eDW4dS77walSglylCpxbClclnO68/1OZceKwGvDZjQyesIZ+tLZeesS4H2jYyDZo9F7tRR7fTyMmFi6/riNfC+YD8xBqkgnspnJDdRDWybLUZdQx4rHUT3+uH5bdtbouBbqeUX9HMYnj7419YlUT6e/rdrMU2CTW5XzM+utOsp89tqcmvaCe3RK1UcHCHj/Vkpi4ErRHcVgO5fJGNVJb9g17W1pNNqT87fFZmg/G6Dc8Ovx2NSlmz2WwnU8Fq1LKz20EmV2wrObrHaSaezhJP5ehz6DEaDE0/o822JiqFgj0DbtK5PGeWotiNOvRaVVtajzeMdhFP59CrlZyYDzV19BrwWIkm03UUMbNew1i3k0Qqx9mVCFqVkkGfrWbIohAE/vTj7+SON4zWHXd+fp5YLMaePXtqGoBSqcT6+jrBYJBYLIbJZMLtdl/WwZYoivzt3/4t//qv/8qRI0cum7Nh2W3xPe95D5/5zGdkbz8wMMDzzz9/WUJhO7ji6DQHVxIXLlzgr/7qr/jKV77yc31x5HI5fvSjH3Hvvffy7LPPctNNN3Ho0CHe8pa3XNWCuR1ks1mOHTtWWT3+vNjc3CQYDBIKhVCpVJV05qtp9XpuJcqjL0zzo+NzxFPZNvju8hSZ64d9vDQbYLzHVfmx327z1+M0E45vNg0NA8nWc9hfOw0FiX/sNOs5tSBZorZDD7AatIDYdLJr2ZrqqZRK2aReg0aFQadqmg0hnbvAzbv6OLcSlbUlbadIH+tyYDfp+JlMoaRWKnCYm1u0Os16+j1WphbDGLRqWbqKWingthjrUpMPDHmZD27U6DsmeuUpayAVRy9cWOO6HY3da8qQ27ocGPIysxYjnsrS4zCyGG2tfynf56WZtS1qimQf2ujwAjDstzXVORwc8nFhLUo8lWPE7+DCarStTUTZhvJMAxvbaqgUAt0uS41Y26TTsLPHWdeE+B0mYslMy6Z+T7+b0EYKv8PUVtAdSA3HfGiDLrupZWaIQoDR7toNYLOQMYdRR0ksEWuhidjV5yKTkzIVppbCshS68rmeW4ky2uVoSf2x6DWYDdo6is6Q14bNpOP4bKBiC3twSMpKkW12u5347AaeObvS8vsMasMiQfpeGut2EtzYrNnsddlNZAtF2c9nn8vCsN/O2eVITWPyx792C7/ytnpazMLCAuvr63WNwXaIokgikSAUCtXpFHQ6XdP7/TwQRZF/+Id/4OGHH+a+++67ZMdt9Dgf/ehHcTgc/MVf/EXD26ytrVVCX5999lnuuusu5ufnr7oOo4NLgk5z8FpDPp/n8ccf5/Dhwzz55JNcf/31TE5Ocsstt6DVaq/26dWgnPQ8OjqKw+F41cdLp9OVdGZBECqNwuX6gmwH02vrPPLCNN974ULDdXs7WoQep5lIIl1TqEhOKk5S2QJTS2EUgsCwzyY76ZezAjTp1Owb9BLaSDcM5apGOyLeHqeZ2GaWnT1OFkMbBDYa/zDv67NzTMa+VaNS4DQbCG5scmDQx3I0wWqD0Lohr425oHzK8XXDEkd+/6CX1WjzqWw7ac4giZ/nAhtN9SIXj9f8PShPMJ+/sMrefndbmwCP1UA8la0UUb0uC3qtquF0eqzbIUv7cJh07B/y8q/H52UfW6dWYjFoaqb2Y90Okul8XQMnCZtbv45Os54ep5lkOl/nLtQIQ14b86ENiiURt8WA32FqSoNqxfPf2eMklclXGvl27Wr9DiNDHjvPnl+RzZ/Y1evm9NJFF6HxXhfpbL6Omgatp/vlkLGXZ1YplkTGuuU3aSAVx10OM5FkmtkWdrRQ/71k1kuUvLPL0RqKj0ohMNLtbEl7clkMDPlsZLMFTi+HZQXrSkFgvE+i+pl0GsZ7pdTrRkOW/YNejs8Fm37Wh312nGY9a+uSZa3cFkJAEpWXm72RLgc2o5Z37R/iE+/aX3f7xcVFIpEIe/fu/bkpQ2WdQigUolgsVrJ/Xo1O4Z/+6Z84cuQIDzzwAHq9/hUdox08+eSTvPWtb61piL70pS+xsCA5X/3mb/4mX/va1/irv/orVCoVer2eP/uzP+NNb3rTZTunDq4oOs3BaxmFQoEnn3ySw4cP8/jjj7N3714mJyd5xzvecVm/ONpBNBrl3Llz7N69G5PJdMmPn8lkCIVCBINBSqUSbrcbj8eDwWC45I/VLqbX1vnWv77E94/NsRzLMOS1sRxNtAz6UisFel3Wlt7yXpuRPf1uphbDLSfqfS4LgY1N2WCxckjbzm4neq2aE3PBukCoXb0uTi3KF67Vk2+FAHv6PaSyhVo7T5eZ5WiiDevS2qJarVSwb9DLQiheU5xKLkytiyWDRoVBq65wxMuCzKlt3uZOc3sWrW6rnmQ6T65Q5OCQj7MrkYbuNlaDVtLQyGQLjPc40WtUbTnqNBICKwQp3XaqaprermDYpFOjUSnpc1tYDCdaTlr39to5vljfbKiVArt7XRyfj1AURWxGHaJYarplqsaNI13kCkUWg/GGWoSLzxEGvfa6JuLAkI+F4EbNffvdFlbWW6cQq1UKDg75EBD42Tl5oThcFEF3O83YDBpONUl7thm1qBSKOk2CUiFwYMjHbCBWeZ139brbmu53OUxM9Lr40bE52R9cjVLAbdGzvC59Tpo5DYE0tZ8JrDd8rXRqFXsG3CxHJC3UdcN+XmgjibrPZSGVK9DvtrCezLT8Pmt2zLFuByadhlMLITL5IhO9Li6srstqNywGDR6rEZNOQ6kkcnoxVPd9VkajYc2n3nc9/2HyDXW3XVpaIhQKsW/fvletJcjn84TD4VelU/jWt77FN77xDR566CGMxvpAtg46uIToNAevFxSLRX72s59x5MgRfvjDHzI2NsahQ4d497vffcW/SFZWVlheXmbv3r1XZJuRy+UIhUIEAgHy+XylUbgcTUkziKLIzMxMxeLuwlqMH5+Y59tPnG5JO2qH3jPW5eDC2jrFkiQONhs0nFmM1NAAVAqBPnfrJgPKGoLaAtJp1rPDLwWqheJp9BolNqNOVqTYSkg73uNCqRAqTUjZ8aYZfDYjsc1MQ4qBWqVg/4CX2eAGvS5LnYtNIzTbBkiUBEclsKwdyhfUi86tBi1dFjVn15JUl1jbKRDNz6+LF6fXODjs49RCsKlgedRv5/xacyGwy6ynx2XhzFIYi0HbFi+/+rWRNhmOhoF03Q4TwY3NlhPzIa8UbGgzatt6HT1WA8l0nlQ2j1mvYbTbWadpuXiezTcwJp2G8S26kKIqWVgOfS4LCJIGQ45r3+izOdHrJJnO132m98ikq+s1KvYMeFgJJ9jM5duyIi0nNve5LThN+pY0pWbpzrv73RSKpUoz3WU3kco1FwCXoRAEfmFPPwvBdc43cRQrw2nWo1Iqamh5o10OTHoNJ+aCNddPO4ndJp2a64b9hOMpTslQ7gwaFd0uSw2N0m7SMeJ3EE2mayhuja6nf/eOffzhL72l7riXsjHYjrJOIRQKsb6+3pZO4ejRo/zd3/0dDz30EGaz+ZKeTwcdNECnOXg9olQq8cILL3D48GG+//3vMzg4yOTkJO9973sv6xdLuUBOJBLs2bPnqjgslSc0gUCATCaDy+W67JZzpVKJqakplEolY2NjdY9zbDbAQ89d4OEXLtT8gLYjcrToNei16jo+fDmRdjOb58xSpC0RosdqYDOTb8otVikU7Ol3YzPq+PHJ1pQTm1EHiA2tQ6vxtolekpkcx2aDLcOthlwGZsKtC1u7Uct4r5uzS5GWE+cuh4lwPN1y4uizGxnxO/jp1GKd89J2jHU56hKeyxjwWDFo1JxeCjPosTIfistOhJ0mPdlCoTLxd1n0W01P7bUgIDlPyTV8IKUrn16MyDZ0Ax4ri+F6Yet22g1IhXA7eoiJXhcmrZpTi61dmQD29te7I+3scZLO5pkPXXxsSV+TrrG3bIRhn50el5nHT8oHfakUAv2ei03Erj43iSaaoX63JOpvtIVTKgQODvmYXlsnmsy0neqrFAT2DnpQK5W8PLtW555TjT6XhXAiXbPRGvBYsRl1HJsN1PwAt/PZH/JYsBh1RBMZWY0U1Db+g14rDpOB43P1CeBGrRqvzdj0GrUaJX3ASiRBl8Pc1uvU4zSTzOSJbWbod1vx2oxMr67XfebVSgWj3Q5OLTS/RrudZnqcZjRqBU9sS67/pbdO8KX/5xfq7rO8vEwgEGDfvn2X/Tdsu05BFEUef/xx7rrrLoaHhwF48MEH+Z//83/y8MMPY7PZLuv5dNDBFjrNwesdpVKJEydOcO+99/K9730Pv9/P5OQk73vf+y7pF02pVOL06dOo1WpGR0evCVFSoVAgEokQCARIpVI4HA68Xi8Wi+WSnV+hUODEiRPY7Xb6+/tbHrdUEvnZuWUefPY8x+eDLIbiLf2/oflEsBo37vCjUAhMB9YJNeH8C0h5DXLOPTt7nJxbjtLntuCyGGp8xqvRTh6D06wnVyiSSOfw2Y30uiycmKs/XjtNElyc5OrUSvYOeDi/st4wgXdXn6tlwQBlyooNUQSDVsXJJrdXCDDgkS/Q9w96USmFhhP47Wi2rRjvcZLOFSoc9Xa1EH0uC6ux5Fbx6eWlFoLlVpoEtVLBgWEfJ+YCTPS62toEqBRgN2gJJbLSFsNtaXq9HhxqvmlSKRRbW5QQqWye0Ta0EyBtLpYiCfb0u5kLbLRsGhsV0SqFggPDXs6vRCuNrk6txGMzshBqXUQbtGpuHPHz4vSaLI0MaifXbouBAa+Vl6bX6igwZr0Gq0Hb1C6312XBYzXy8swauwc8HJ+TFwArBOhzGEjlinhtRs6txsg2aU7Ge5xcWF2vu4bKE/mF0AZrsU3USoGRrvYayOuGfaSyeQw6NafmQ01FyB6rRAvdvgFTKgQmeiXzg9MLIfLFInsGGtu1bkd5W1HWJ8wGY7xpZw9f/XfvRKGo/b5eWVlhbW3tijQGjVBOOX700UdJpVLs3buXkydP8thjj+F0Oq/4+XTwbxad5uDfEkRR5PTp0xw+fJiHH34Yu93OoUOHeN/73veq7Mfy+TzHjx/H7XbT19d3Cc/40qFYLBKJRAgGgyQSCex2O16vF5vN9oobhbITU29vL36//+e7b77IYyfnuf+Zc/z4xHzDKXe7jkJatZLgRgqFILCrb4vOM1/Lu21numnUqrAYaulEks+4k6VwouK+066QtpHXum1rknhmKcJGKotZr0GjUso6jPS7zCxGkjVTeb1GxZ5+d02T0G4y7vbXY6LXRTZfYHottu127RXo1w37OD4f5MCgt2HQVBljXQ7OtXDpKU+lV9eTbKSyNfqIZthu/drtMOMw6+poLu1Snoa8NtwWPc+0MeW9caSeJjLqs5IqlGqKW4dJR7EksiGzaXKa9RwY8vLDY3Oyj61RKfDZTZUi3qhVs6vPzUszqzU5FyDR3M4uR5pudUw66b4vzwTYM+CRFVaDdC1rVEryxRIjfkfLbUCzBthnk5rml2elqbwA7Goj7A1g/5AHnVrNsdm1unT07djOtTdplfTa9azFc6xXaWf6XBaiyXRLVyiFILC7z4XToufxkwuym7fd/dK2r9xsmHRqxntcleyMMmxGHWa9RjZR2ahTc+NIF4HYJlOL4ZbFSKPv0PccHOJ//vq7UW0r/ldWVlhdXWX//v3XRK7Qd7/7Xf78z/+c3t5epqenufnmm5mcnORtb3vbNe9S2MFrHp3m4N8qRFHk/PnzHD58mAcffBC9Xs/k5CR33HEHHo+n7YI5nU5z7NgxhoaG8Hg8l/msLw1KpRLRaJRgMMjGxgZWqxWv1/tzicM2Nzc5ceLEJXFiiqeyfO/Fae5/5hzPnl9BFCWu+WxwQ9YhpVmIlTTls7O6nkStUrIYisseq5WzkkIQ2N3vRiwVmQvEGgZqVUNu41Eu7NVKBT8901ocqhCg225gMdqYdlQ+1nI0QTpbqLEKbQS3RU8qW6jb2ggC7BvwEo6nWIokcFv1bGbkxcqS5evFMK+y1eKL06s1DZpaKeB3mGUn0gBvHOuSgvgurLWkY7XSTOzudxNLZliKJHBZ9GRyRZIZ+Wbj4JAUYjbR6yKeyrDURAQ/5LWxEIw3DNFTCgKjXhML6yk2c0X2tTnl7XdbWF3fpM9tQSkoOLvSXKvSrOH120347MZKMW41SEV8KC6vx7hpZzf5QokXp1dbFr0CMNHn5tTCxSLeYzXQ77Hy8rYQvlYJxGW4LAaGvDYUCvjZWfmmzGnWo1QIBDdSWAwadva4mF6pp95A68GAUiEw7DaRyRVIZIsoFAKRZHui8mfPr+CxGhj0SlkdjfQuo10OFsPxps+912Why2FiNSp9T7WjG7lhpKsShuYy6xny2YkkUnWNfdn2t/rj87ZdffzNb9+KRlVb/K+urrKysnLNNAY/+clP+MM//EMefvhhvF4vuVyOxx9/nAceeICf/OQn7Nq1i8nJSW6//farasLRwesWneagA6lRmJ2d5ciRI9x///0olUpuv/12Dh06hN/vb9oorK6uMjc3x65du1oGul3LEEWxEmKzvr6OxWLB4/HgcDia/kjEYjGmpqbYvXv3JddwrEQTPPDseR47OS+7NWh3GzDe60YURU7Oh8g24eG3QxMCGHYZyIoK/HYzJxeCDSeWDpOOkiivR9jd5+bscoS9Ax4iiRRzwcZF8xtGutqaYr9xtIuSCBdWoy0bhGbpsWVIDjNelIKircdtVqB3OUwS/WPrsdoRY0KtuLXXZcZu1DXc1FSm8S0cgtRKBQeGfJRKRZ6fli/OJU3AxdspBTgw7OPcarTGnUmtVNDlMNdkCjSCRa9hzGvk+bl12R8NtVKgx2VhNnDxmAeGvKytb9ZpKXb3S4V5q5+pYZ8dnVqJSqlo69rudVmIbPH8XSYNvW4bL88GG553K55/uUk4NhtAp1Zh0mvaCvo6OOxjZi3GaLeDc8uRpp8frUpJr9tSlyehVinY0+9hYzNTKZQPDElNuhztyKhV0+c0UMznWVhPkyk0v0Oj564QBCb6XKiUCk5thZQ1CyRr9HyGfNIGV69RM7UYItWkmWj1GSrrC1ajSRxmPSfmgzXamjeMdvP3//42dJpa0e/a2hrLy8vXTGPw05/+lM997nM89NBDDbOBRFHk5Zdf5oEHHuCTn/wk3d3dV+EsO3ido9McdFALURRZXl7myJEjHD16lEKhwO23387k5CR9fX2VRuEb3/gGf/M3f8MPfvCD183kQhRFNjY2CAaDRCIRjEYjXq8Xl8tV+dEIBoPMzs6yb9++y56vcHwuyH0/O8tDz18guo12M9btZHp1veHUthrVwkKzXgqECm2karzX3VY9uby8DeWY18TZwMUix6STvNGXwvGawK9m24xqmHRqDFp1zbRxz5azSjVFps9tYVXGohJg0GlgNiIdS9IkeBuKGA8Melu6vpSxf9DL6cUwE902pgMxEpnGTdVEj4vTMjqOHX57xR1HzpbRoFFhNmjrBOgTvS4yuUKN9qEdPYp0Ow9zwQ1G/A5enG6+iTDp1OjUKsINJuzl6XSZstOITtQIXpuRzUweh0mHUatkarn5ZLhZ4adWKTgw6OXcyjqxzQxOk54SYluOPzeOdLGZzZHLlzi/2lzDoFMr8dpMzIdqm51+jxW7ScexmYsi4L0DHk7MB2ULbrdFz54BDz87s9y02C1jtMvBXHCjcn1stxStRjvv+2i3A4/VyIvTq6RkROJqpcCA21JxJdJrVIx12YkmUixEaq/D64d9PC+jRbEatOwdcBNP5Tk21/o8VQqBnb2uGhqVXqNivNdFvlDk9EK4cr22I7wGyU55M5vDZTFI303RJAeGfPz/Pn07Rl1teGYgEGBxcZH9+/dftkTjnwfPPvssn/70p3nwwQfp7e292qfTwb9ddJqDDppDFEUCgQBHjx7l6NGjJJNJbr31VkKhED/72c84fPgwbrf7ap/mZUHZRSIYDBIOh9Hr9SiVStLpNPv377+inM98scjjJxe472dn+dfjc5h0GhQKoWXaMJRDqRr/kI/47ViNWk4vhOnzWGVzA9wmDclcqSE9QOIguymWSui1qlclyi2fm1Gn5uR8kAGPnQsyVAOjVoVRp6mjNWhVSvYNepgNxghtpLEZtQgIDUXM1bAZtQiCUCk+9RoVewc8TC2Fa6agBo0Ki1HLWoOgtmoISMWaWqkklc23FDe30pkIApVwOL/dyMuz8tNwabtwsfHrdVlwmHQcm6vfRJTpRK3Q5TAx7LPx1Jll2dwKARjbFjY23usi10DbMdZl49xq82RnkKbbu/tdZPPFtp77aJeD2UCsQqfbO+Ahkco2DLFrZcsLUpPqMusJx1NEk5mWnPwyyps9i0FKEj+3HG147XltRvLFUt0AAC7S+QrFIqcXI21vn3pdFuKpLCqlgmG/ndlAjFAD2o8A7Op1cLJBlgVIlCiHSce55Qhei5bZ8KasxsBp1qNVK1mJJituQ7OBdULbvq8UgrTFa2VGYDNK9EiDTt2WI9VEr4vptfUal6l37R/kv3/sHZgNtbba11pj8OKLL/Lbv/3b3H///QwMDFzt0+ng3zY6zUEH7WNtbY0Pf/jDLC0tYbVaufXWW7njjjvYuXPnNeFOdLkgiiKnTp0ikUigUCjQaDR4PB7cbjcajUb+AJcQsc0MPzw2y/95/FTL6fyQ18ZKNNHUFaSMN21xrCOJdNOiVSmw5SPf+N/L6HaYMGjV2Iy6ppQjaH/i/daJXtK5PMfngi1tH+VSqFVKgT19LrQaDT87Kx9+1SxMzKhVs2srjC6Rzv0cmQYXRc2CID3/YGyzLtBuosfF1HJYdiLtsRjY0WXn9GJYlrq1b9DTkEK1s9uJKFKxaD0w6G0rP8KoVWMxaDFuBam1cqppNendP+glmkizEI5jN2gpiSU20vIF9xtGuzi7HGW0y8HxuUDT67taqF8NQYC9A14SqWzlem9H+A/SZmXIZ0ejUnJstt7WsxqNrkmdWtLGrMU2K6Jbo1aNy2Ko21g0ws27+tjM5ps6iJXhNOtRKxU1ieBKhdRklEoSvbB8ie3vd/LyvHz68u4+Nxq1kkwuz5nFCM2eucWgwW7S19HNFILAzq3gvzNLYTazhbbS40F6LV+YXpUcnjxWIolMQ23CWJeThfBGzQBjrNvJ//ndQ9hNtVveYDDI/Pw8Bw4cuCYag+PHj3P33Xdz5MgRduzYcbVPp4MOOs1BB+0hmUzy4Q9/mBtvvJEvfOELrK+v88ADD3DkyBGWl5d5z3vew6FDh9i1a9clD425miiVSpw8eRK9Xs+OHTsQBIFUKkUwGCQYDKJUKvF4PHg8nisS+FaNC6tRjjx1lu8+c7amCLIYNBi1GlnP+919bk4tXuRt7/DbsRl1nNpW2Lfj2KNWSiFs5QZCcjlysRiO15yH26onmyvKWj+O+KWpb6FUwm7SMdrlqJvcQ/vOSWM+MxcCCcb8VmLpAitNpv1SMS1HidJwww4fz0+vkpApaHtdZoIbqTq/fJVCwf5BD4uRBIHYJkatGpNeU0cnan6Oga1JuuRs0yhfQNrOtH7f9vZ7KJZKLIUTbaUbb9/47OpzkckV64q10S47M2sbLWlvCmFL26EQ2nKEmuh1cWbpouOQw6xnh8/OsdlAjZamkVi4Efb2ezDoVDx3frWtLcjuKi2Iy6xnyG/n1HyoTti+s8fJ9FrjBGKQGpTdfW5KpRKCQtGWM9HeAQ+nFkIUS2Lls7Ucidc1mHK5A0BFRFwq5HluRv6xh3w2grHNqlwOA0M+G2vRZE1mgk6loMthYqaJdqhyO7WKN413E46nmVoM1TlLVePgkJeXZ4N1LlNdDhM9LgvhjRQzgRg7/HbW1pM1G50hr41v/v77cVlqaa/lxuBKb4Cb4fTp03z84x/nO9/5Djt37rzap9NBB9BpDi4P7r33Xr74xS8yNTXFs88+y/XXX9/wdo8++ij33HMPxWKRT37yk3z+85+/wmfaHlZXV7nzzjv57d/+bX71V3+17t83NjZ46KGHOHr0KNPT07zzne/k0KFD7N+//zXdKJQtWj0eT1P+ZyaTqTQKQCWdWa/XX7HzLJZK/OTUIkefPsOPjs0x0uXgpExh5LEayOaLDQtCk05Nr11PPFPAbTO1ReFoJo6u0CIKRc4sRxjrls9aMGhU2E16lqO1Pu96jYrd/W6Wt2xV7UYdCMhyz91WyamnbAuqEKTQtVReZCV2kergNOvJ5vIkZTjaZr0GvUZFOleoaA4aWY4qBYEhn63GrnE71CrFVkaCgqdlXJugccFvM0rN07HZYKVI9juMxDezsjkaAlLRXSrkiSQyBBPNG4RWNrHVlB2zXoNRq66ZXDfDG0a7eOHCGvuHvCxHEk0bWqteBYKCjQbi1nKTcHI+SCpXaJt647EayOYK2I1qTAZ906wLaK6HMOnUTPS6mQ9tEIht0uUwsZnNy1q2gjQRD25s4rUapXyHJrqEHX47y5FEHaVPECSLVq1ayYm5IIJA27kDe/ucnFiMMNHjQqNWcWqh8Xaux2lmM9s80XnYZ8dh1rEQ3MBq0HBuNSb72NUbJYtBw2iXk1Q2X2dLun/Qu2XJLK+r0m3RmMpaqj63hW/9/gfw2ow1tw2FQszOznLgwIFrojE4c+YMH/vYx/jmN7/Jrl27rvbpdNBBGZ3m4HJgamoKhULB3XffzVe/+tWGzUGxWGR0dJR/+Zd/oaenhxtuuIFvfvObTExMXIUzbo5Tp07xq7/6q/yP//E/uPnmm2Vvn0wmeeSRRzhy5AhTU1P8wi/8AocOHeKGG254TTUKmUyGY8eOMTg42LZFazabrTQKxWIRt9uN1+u9ooLtjc0MDzx7niNPn6nzuS9DrVTQ77HWuZ1sh99hwmHSoVerOLnQPLho34CH420INN+2q5dUNs/JFiFIIC96VCoE9g54MGrVPDm11PR2ZUz0upoWTCNeM5lcnsX1TI2ouRW2F8llj/xydkMZ7WYk7B/0cHoxzL5BL3OBWB03u4wuu4mNVKZpwe/csnU8ORek123hXJNU52rcOOLn2XPSOSoVAvuHvKxEknVFerfDREym2ShTpgxaNT9t832p3gSoFAqpSYgmWK2aiKsUUpN1bqX19Wo1arl+2M9zF1ZkHXJ0aiVus47F6MUGZshrw7YlPq4WbV837JfdwCgVAtcP+0GgLdHsdsqV1GS4WFvfrJnGdzlMpHMF2QbYYdKxf8jHueVI0/C0MiZ67Ewtr9d8XstmBRubmcrr3CyQbDtUCoHd/R4KpRJalZKpxfArchuSrl8b8c0cGpWCMysRWSOCPpeFRCZXeX16nGZ29rr4o196C93OWge9a60xuHDhAr/2a7/GN77xDfbt23e1T6eDDqrRaQ4uJ2655ZamzcHTTz/NF7/4Rb7//e8D8OUvfxmAP/iDP7ii5yiH8+fPUyqVGBsb+7nvm06n+cEPfsDhw4d5+eWXeetb38qhQ4e46aabrgnLuGZIJBKcPHmS8fHxV5wincvlCIVCBINBcrkcLpcLr9eL0Wi8YvqMs8sRjjx9hu/+7FxNyFgrMXAZOrUSn91UmcSZdBrGe50EY5vMV/n0d9lNJDI52bCu8V4X55YjVbSI2mC1MuSEoWWUeeJj3Q50ahXH5xpbTrZj9wqwv8dCMlvkQqj1tLvV9LyctzC9GsNtNXBuJdo0dKsMiWZVqNCsNCql1CRsiajLUCkEBr3WlluIMt4y3ks2X+T4XKCpdS3ADp8kVN1OqVEpFOwb9LC6nmQlmkStVNDrssimRIP0ej93YUXi9aezzDTRqbgsekoiDUW4SoXAvgEvkUSK+VC8bU1Av9tSaax297mZCzb23gcY77IytdKY5++xGhjw2JhaCtPtNLekCJWhVgrs8DuYWoow5LPhMOo4Pt94Gn9w2MdLM2tNm2mJm69mKbyBWqVsywa12vt/Z7cTo07N6cVQne5nxGdlNhivS2WuRq/LQq/bQnwzK7uBbCQqLrsNFYqlGtrQuM/M1FrrxgWkpnEjld1qSDNNm8Iuh4lcvki46hry2ox88/feT7/HWnPbcDjMzMzMNdMYzM3N8Su/8iv8/d//Pdddd93VPp0OOtiOTnNwOdGqOTh8+DCPPvooX//61wHJGvSZZ57ha1/72pU+zSuCbDbLj370I+69916ee+453vSmNzE5Oclb3vKWa+LLuoxIJML58+fZs2cPRqNR/g5toFAoVBqFdDqN0+nE6/ViNpuvSKNQKJb48Yl5Dj91hmQ6y8/amGy2KtLHuh2YdBrOLUdwW1vzm0GaagqCUJeCXKYclUolTi6E6XWZCcfTLcOiAIZ9NhbC8ZqCrcthottRm73QDu8doMuqI5TMkS+W6HdbsZs0nJgLsZ0K3eUwsdEGVcdl0TPa5WBmLdaSWiMAO3scNdatZahVCvYNSFP8lfXk1hZC/n3b3XfR/99p1jPstzcU7loMGlRAdLN5U6dUCOwb9GLUqnni9KLsYzey193T7yZbKHJu+eIWQ60UGPTaZTcbggC/sLuf5UiyZRgagEmrQqsSiGxefG/KTc76ZqamSdndY+PkUqz+INsw5LXhtRlZDMdlp/GNGm6bUcdotxQCVt6ETPS6OL8alW02jFoVgz47Bo2qbpuwHc2E3watmvEeJ5uZPGeWIwy4zayub5KVeWyLXoPTomcuuMFYtxPj1me90QBATlRcpg2ZdGqeOLXYMtAPpGtoIVQrKvbajPS7rawnMxU7Wp/NSEkUa5o/l0XPN3/v/Qz57DXHjEQiTE9Ps3///ituINEIi4uL/NIv/RJ/8zd/wxve8IarfToddNAITQuTqy/fv8bxzne+k7W1+uLpT/7kT5icnLwKZ3RtQ6vVcuutt3LrrbeSz+d57LHHOHz4MJ/73Oe44YYbmJyc5JZbbrmqX96rq6ssLi5y4MCBSyouVqlU+P1+/H4/xWKRcDjM/Pw8yWQSh8OB1+vFarVetkZBpVTwrv2DvGv/IOF4iu8+c47DT53hfJPiTG7afnar0HvjaDclsUShWGpavCgFAa/N1FBnUBLFiuPSkM9Gj8NMNNGaPmHSqUlnC3XF1UpUmnKb9RpuHPES3EgST+VkGwOtSqAkKCrOM/OhDeZDF6fHpxaCbGYLKAWgWJ+q3AjdDhNPnVlCpVBw3bCXUDzdMBX5xhF/05C1fKHE8xdWUSoEfmF3HzMB+Y2By6JnOZKoTKQjiTSRRBqbUce+AW+NNsJtUDMtsyUpbxR+OrXE/kEviXSuaYKtw6QjkkjXvd5lattYtxONSsGJ+RD7B31tuTyN+O08ObVErlBktMuBXqvm+GygbjKlFAT6PLY66lihVKoU7OM9TtQqJblMhlNtNAYWg4ZcocjTZ5crAmKFQuBEgw1Vs+I8tpnh2XMrCALs6nNj1ms4vRBqawvR77HVCJVHux1YdBpOb6Ps3DDib0pjSmXzlec/0WNHKZbIWgw1lK3tMGhUeO2myndD2Ya2vNESgNOLIXKFUs22ohniqRwlUeQnpxaxmXQM+2wk0jnOLkXqXsdeh5GlbW5DAIHYZkWo77UZGfHbyeQLNZbJDpOOb3xmsmFjcOHCBQ4cOHBNNAarq6v88i//Ml/72tc6jUEHr0l0NgeXAK8HWtHlRqFQ4Mknn+Tw4cM8/vjj7Nu3j8nJSd7xjndc9pCxMkRRZG5ujlgsxt69e68Y5alUKhGJRAgGg8Tjcex2Ox6PB5vNdkX0GcdmA3zjRy/x/WPzpLam7bv73EwthWXdW7ZTPcpUhhPbqBTt8u7L9qEGrZpdvS4CG5sNC+r2kpxF9g96EQSBZDrXkoqzt9/F8fnmAs4yF1ytUvDTKXnBcKMJv1RcesgXipzZaqx290k6CDnaUVk4Hk9l2dPvIZMvNJy4KwWBkS5Hy7wKo1bNRJ+L9OYmJ1daO8oADHqsrK5vkslfLNZ29bkAOFUl3lUpJErNmWV5S8y37eplM1Pg+NxaS5cal0UPIjWUEZBScLscJk7OX9wQtWuJ2WPXUSwJ9HrsTDURkYOkyRn22xu+ln67iT63hbPLUWKbmbbtbH02I4WtBnTIb2cpFK+j1IE0rts/1Nz7v7INyOYxatW82IKeVIbXoieTL1SsYse6HVgMWs4uR2q0GVqVkiG/nSkZQbNJp+bG0W6CsU2mFsMttwEHhrwcnwvWfZ+4LAYGvVbiqRxnlyMMem2ENjZl8yNcFj1atYrlSEKyNvVayRdK/Jdfu5mJ3trMnWg0yvnz56+ZxmBtbY0PfvCDfPWrX+UXfuEXrvbpdNBBK3RoRZcTrZqDQqHA6OgoP/rRj+ju7uaGG27g//7f//tv2rGgWCzy9NNPc+TIEX70ox+xc+dODh06xLvf/e7LJuoVRZEzZ84giiI7d+68aqLpUqnE+vo6wWCQWCyG1WrF4/HgcDgu2zktLy+zurrK2Pgu/vXkIo++NM3Pzi7LijnHe12cX442nMpbDVrGuh2srW/isuib8vOr0YxTXu3EUhTFthuNG0f9NaLHkS4HZp2G43PBGq71dUMeXpiRd2I6MOTl5HyQPf0eYqnmPPphn5WFULyl//1olwOrQcuFtXVZkamUXFvvdrSzx4lGpeT4/MVzbzexeNBpYDWeZXe/h0CV3/52WPQaTHpNU777kM+GzaDl2GyQgzv8shPk8nlPr66TL5ZwWQwM+2xMLYbrbG21KiW9bktLwbxZr2G814VGqWhLlO40acgVSiQyUqOjUyuZ6HURTWZq0sIBDgz5ZDMf1CoFbxnvJRjb5JRMMW0z6jDq1CxXUZPKTkM6tZKTC6FKQ91us7F3wMN6MoPfbqpLKK+Gw6gFxIb0MbVKwUSPC0EhcH45wpDP3tTEoBrVm0WrUcuI38FmNs+ZbW5D+wYkoX2rzwNIlrJGnZpoMsO55fqNQhl2oxaTXltzzZr1Gv7pP0yyd6DWNKLcGOzfv/+KW0w3QigU4s477+RLX/oS7373u1/18RYXF/nIRz5CIBBAEAR+4zd+g3vuuafmNqIocs899/DII49gMBj4x3/8Rw4ePPiqH7uDfxPoNAeXA/fddx+/8zu/QygUwmazsX//fr7//e+zsrLCJz/5SR555BEAHnnkET796U9TLBb5+Mc/zhe+8IWrfObXDkqlEs8//zyHDx/mBz/4AUNDQ0xOTvKLv/iLmM3mS/IYxWKREydOYLFYGBwcvGaC3ERRJBaLEQwGiUajmM1mPB4PTqfzkmw1ypuSjY0N9uzZU3PMpXCcI0+f4cjTZ2uKmTK6HCY2M3lZT/xhnw2dWol2y+moWYjZeI+T8yvrLek/Lou+kslQLdJthF19LqaaTORdFgN9TiPnVtbxOyzMBTdkC5c+l4VQfLOG6iBRVFQ1FBObQQOUiKVaTz7VSoFBj51kJke309wyLO6GHa1pG70uCx6bEURRVmAO4DCoyYtUshkEAfb0e8gVijVTcoUA473yOQEAbxnvIVcscXoh1HLq67MZyeSLxLYlBJftaQNVvPoDLSbn1dg74GFqMcxEr4t8sdTUkcqoUWI2aFiLNb52BlwmLEYdU0tRDgx522pAR7sdLATjZPIFup1mup1mzjdIQDZoVHQ5zbKNzs4eJ0atmsfaSAEe73Uxsy0FeKzbiUWv4ezKxW2A1aBBqxRa2tOC9H5fN+ynJIpkC0WmFppvA1q5DTlMOob9DhLpDGqlkjPLP7/bkMusZ9BnJ5nOcqaKemTWqzGqFazFLz4Xo1bNP376Dg4O+2qOub6+ztmzZy85PfSVIhKJcOedd/Kf/tN/4n3ve98lOebq6iqrq6scPHiQRCLBddddx3e/+90at8NHHnmE//W//hePPPIIzzzzDPfccw/PPPPMJXn8Dl736DQHHVz7KJVKHD9+nHvvvZfvfe97dHd3Mzk5ya233vqq3ISOHTtGd3c3XV1dl/aELyFEUSQejxMMBolEIhgMBjweDy6X6xUle4qiyNmzZymVSi03JaIo8tSZZQ4/NcUPXpolky9g1muwGbUshluLM10WKeMhHJfEgha9hp09LtZitVQhv91EKivfaHQ5TCTTWVLZArv73WTzxYYiXul4OdnjeW0GBj12QvFUy9Rno1aNw6xrOl3vcpjodlo4sxim22VuSekp4/rhWgqMxSAFWs0EY4SqxJXbb9cMgx4rmXyRPreFcw2K0zI0SgG/3cR8k/du2GfHatRyfDbAweH2xM/jPS4urEbJF0sSHazPxUok0TCYy2U11KXmbseuPjdem4EfH5+X/YEZ9tlZidZ6//e6LPjtJk4vXmxU1AqBXpeJmaC8S84uvxlBqSS6mW8akgdSQbuRytZdZ2qlgok+N6IocnI+iFKhYKTL0VbuQLnoLj+H2W3XQxkjfjsr0WRT7Ut5G5DP50mkMiyut26mBeDANvMBq1HLqN9BIpPn7NLFbUC7zl8TvS5imxl6nBbi6WxDfQE0dhuqht2kY9hnJ18okszkaj6rOpWC33/3Dt400Y/H46lotmKxGGfOnGH//v1XjJbaCrFYjDvvvJPPfe5zHDp06LI9zuTkJJ/61Kd417veVfnb3XffzS233MKv/MqvADA2NsZjjz2G3++/bOfRwesGneagg9cWRFHk1KlTHD58mEceeQSHw8Hk5CS33XYbTqezrWOkUimOHz/OyMhI2/e5FiCKIslkkkAgQDgcRqfT4fF4cLvdbTk+ldOeDQYDw8PDbW9KEuksDz53gWfPLfPgcxda3larUtLrMnOhiXB1tMuBWa9lJrCOxaCTLRiNWjVOs65O8FwuoqaWJBcVg0aF2yZfgKqVCgY8torgcqTLgVmv4cR8sIYDLwB7BtwVwXQr3DTaTVEssdygMK7GuM/C1GrjRkOlULBnwEMyk0NAZC4YJ9fChhTAZtSi23KzAUk0uqffTSSRrqPK7Ol3caKFtqKMN4/3kC+WOLfFqW8Gv2OrsdsW9lUW74rAyfkQCkFKK24nBbisHfDbTfS6LZzdlhtRhs9mJF8s1blflaHXqKTMgMg6VqOB08vyYu7t9qK9dh1GrYaZcLJm69Wu97/bomfPgIcLK+stnYagsWZCIQiSpalWxZnFMJvZAgMeK9FkWpb2p9cocRm1rKfzjHU7yeaLnF4M0UhGJKfXcG1lZ+g0Sp44tSj7w7+zx8l8sFZU7LIYGPLaiKeynN2iDXXZTRRKJdnX0aRT47ObCG2k2NFlJ18oMRuI8Vf/73u5ccRPNBqtaLb0ej3JZJKDBw9e0WyZZojH49x1113cc889fPCDH7xsjzM3N8fb3vY2Tp48icVyMdvhtttu4/Of/zxvectbAHjHO97BV77ylaahrB10UIVOc9DBaxeiKHLu3DkOHz7MQw89hMFgYHJykttvvx2Px9Ow+H322WfJZrPs37//ktGTrhY2NzcrjYJKpcLj8eDxeBqK7wqFAseOHWuZ9twOzq9EOfzUGb77zFnC28K6BGDfoIeXZ1tTQhQCHBj0oVAoiCRSzAQaF/SKLZeXE/PNC3SdWsWuPhdGrYafnJanZFw37OOFC/UUHLtJx0iXg7ngBsGNFG8Ybe4CU43rd/h5fouGUimMBeqK4Z3dTi6srldEqc3gtujpcphRKhWcmAs0Fe2qFAIj3c6m4tHxHidKAU4tRrhOJlSu+j4XtjQBUqPhYX0zXaexsOg1WI3NNypldDvN7Oxx8uy5FdkcjN1bIXLV9DKtWsnuPjeJdK4iwrYatFgMWtnHBtjX7ySRLeI06ZlaCjelPe3qc3FupbG9qEGjoteuYzNXJJ4pYDHoZG1Nobbo3uG34zDpObMcrivsDwx5OTYbbClM16lVXL/DT75Y5IULqy0zCrQqBT6rnvlI7ebDbtKxw2+vCIChudZnO64b9vPizKokAPbYWN/MNHQ6G+1ysBRJkGrh6OU06xnvdZErFHj+/GrDhqUMo1ZFt7M2zE+jUvJ3n7qVt0z01dw2Fotx8uRJHA4HGxsbNRvWq2GVnUwm+eAHP8jdd9/Nhz/84cv6ODfffDNf+MIX+MAHPlDzb53moINXgU5z0MHrA6IoMjMzw5EjR7j//vtRq9XcfvvtTE5O4vf7EQSBb33rW3zlK1/hvvvuY2Bg4Gqf8iVFKpUiGAwSCoVQKBS43W48Hg86nY5sNsuxY8fo7+/H6/VekscrFEs8fnKBw09N8eMT8+SLpba9+G/YUVuUDPvsOMz1BZxUvLSRNjsiWUkOeW04LXpOL4bYzNZnJbQj2lUqBG7e3UdwIyUbADXW7WSmSUBWmYd+ZimMQasmk6vn22+HTq2k22mp2IU6zHpG/Ham19brGrF2HXreONqFCBV3nWZotgmAqu3KXBBRFFs2JdUoU2X0GhW7+tysJzMNrVAHPVZC8VRLzUK/x4rXaiSTz3N8Tn4LcWDAxUtzF89R2ia42cxmObN0sdgc8dtZjiZbFrQgFaoDLhOlYpHljTTxdPMsjmb0G4l25EJA4NRCiPFeSR8jp3up9vS/SPnJ1dHY1EqBXoeRmVDr0DSP1ciefjfzoQ3ZlPSDwz5engnUNS9lq99YKsO55Sg7/HbW1jdJZlo3gW6LvhLsZjNKDUsmV+DMUrim6dFrlPS7bTUOWBqVgr/6f2/llj39Ncfc2NhgamqKffv2odfrEUWRzc1NgsEg4XAYpVJZ8314uZFKpfjQhz7ERz/6UT760Y9etsfJ5/PcdtttvOc97+Ezn/lM3b93aEUdvAp0moMOXn8QRZGlpSWOHDnCfffdR7FYpLe3l6mpKe67775LViBfq8hkMgSDQYLBIIVCgVwux8jIyGX7UYgk0nz/pRn+z+MnZHn3rQr0Mh1kM5vHrNfy3AX5xqDRJsCglexH16IxlrY41/sGPJyYC8lah452O5gLbJArFOlymOhxWTi7XE9v6bKbSGULsgW/w6xjosfF6nqypb4BYMRj4nywvrBTKRRVWotw29zv0S57hZ6kUSnZ3e8mWTWFL8Nq0GLSaxoK0KthN+k4OOxjaiHc1B2njANDXl6eDdTZbA777NhNOk4vhEjlCnhtRorFUlPeeRmKLfH02eUoE30uUtlcTZFfjX39Lo61oFCVG7d4KsvqerJhQ1QNjUrBsM9e0bkoFQI7vBZKxQKz4U2qe8NWgt1qHBjyolYqSKRzDfUzZVQX09tRLtAjiRTzwRgDLhMXGlw/21Gdy1C2Zg1tpOrCDPcPejk5H5LNCtk36EGvUbMu4zbkNOvRa1QNNy9mvYaRLgfFYom5QIwup7nmdVErFXzt7l/knfsHa+4Xj8c5ffp0pTFohEwmUwmhLBaLuFwu3G43JpPpkptQpNNpfuVXfoUPfvCD/Pqv//olPXY1RFHkox/9KA6Hg7/4i79oeJuHH36Yr33taxVB8r//9/+eZ5999rKdUwevK3Sagw5e3yiVSvzu7/4uP/nJT7DZbKRSKd73vvcxOTnJ0NDQNeNQdDmwsbHByZMn8Xq9xONxCoVCZYJ2qdKft+PUQogjT5/hwWfPEd1m1bl/0MtxGQoFSC40sU3JpvHC6jqRZOPCcbzHxYWVaMvJ67DPTpfDyKnFsGzAmt9uIpMv1FmMlgvrVFZKmjXrNdgM8rQapSAw3uuqbCB2+O3YDFpOzIfIbtMTtFtUvmW8h1yh1NKnHySxZ7PmZdBrw2XRS4FcxRKDXnuFatIK5aJSEGCi141KKXByLlTnbDPe42R6LdZSM2HQqtk34KFQEtvaDjXalPQ4zXQ5zUyvrlf0B7t6HZxZXpfN6fDajAhIfHi1SsmphWBDRy2VQmCir7n2xKRTM+SxEN9Mo1MJnAm0DpYDGOtyslAV9uWxGhjw2ghvK9AdJh1GnUb2OlMIsKvbisFgZG09yXyDfJAymgW2gXTN9LqkRsGk17S11RjwSMnF5ea54jaUyXF2KVyhDbX7XLQqJTt7XEg+CQLnlsNk8yX+52+8m/ccHK65bTuNwXbk83nC4TChUIjNzU0cDkclW+bV/hZks1l+9Vd/lfe973381m/91mX9bXnyySd561vfyp49eyqmEl/60pdYWJColb/5m7+JKIp86lOf4tFHH8VgMPAP//APHUpRB+2i0xx0ICEajfJLv/RLzM3NMTAwwHe+8x3sdnvd7ZRKJXv27AGgr6+PBx544EqfatvI5XL8+q//Og6Hgz/90z9FoVAQCoW47777OHLkCNFolFtvvZXJyUnGxsZeV41CJBLh/PnzNT+c+Xy+MkHLZrO4XC48Hs9lmaDlCkV+fHyOI0+f4fGTC+zw25kNxGrsFxthxO9gKRKvFE4qhYJdfS5EAU7NXyxE+90WIokMSRkue1m8msrm2dXnJp7KNgwRa5dHP+i1MuCx8cL0qqwwtJlnvVkvORStxZIshOJte9v3u4ysbWTI5osVrUU8leP8au3zsRm1GHXymwCjVsWNo90shDZktxrNztFp1rPDb2chHGc1mmTAYyUcT8vSS/QaJT0uK+dXogx4rLitRs424ORD64IWpEl+v0OP22bmxGKEVANKWTUcJh16bW3ugEkn2Ykmq+g6UiCZfOYBSK/PQjhOl83A2nqS1SaWu8M+G4FYqunr0+uy0OUwEY2nyJVEWYG9AIz6LJxdu3jd9rklsf5KNFlzPcu9jmXs6Xezkcrit5sIt3D06nNbSKRzTfM6LroNFYinc8w20RaVoVYqGOt21tD59BoVf/6Jd/GuA0M1t00kEpw8eZJ9+/a9YvFxsVgkGo0SCoXY2NjAYrHgdrtfkWV0Lpfjox/9KLfccguf/vSnX1e/JR38m0SnOehAwmc/+1kcDgef//zn+a//9b+yvr7OV77ylbrbmUwmkkn51fXVRjwe50Mf+hDvec97+A//4T80vE00GuX+++/nyJEjrKys8J73vIf3v//9TExMXLUwtEuB1dVVlpaW2LdvX9Nk0EKhQDgcJhgMkkqlcDqdeDweLBbLJf9hC8dTfO+Fab71xKmWtKMuh4l0rn5yX4bDrGeHz0YikyMST8s6nTQr+PvdVrw2I+dWIsQ2sy0TcbfjumEfL0yvVW0TJL70drRbiL1tVy+pXIGTc0EyLRqnLoeJzXSOjQbN0KDXikmj4MLaBiICvS5Ly1ToMqrpSUM+G06zntML4TqbzH2DUghcq2m8IEi5DCqlgucvrDTNtQBpGr+z11Un2taolOzq28osWJDcddrdqAx5LazF0qiVCka7nawn0w359Ba9BqdF37JQ9dulCbpGreDJ0/IBa9ftkKxAq38yBzxW7EYNC6E4kaQ0Ve91mNjI5InLWO1a9BpcVgMCAk6znvnQBoFY/UZCAHb6mztgwZZWw2ZEq1TwRBthcbv73ZxbjtZsfcruUeuJdOW66nVZ2MzmicrQwawGLQ6zjnA8XaENnVmK1G3O1EqBnT2umhA2hSDwpx9/J3e8YbTmtpeiMdgOURTZ2NggFAoRiUQqTnAul0s2XTmfz/Pxj3+cG2+8kc9+9rOdxqCD1wM6zUEHEqrFSqurq9xyyy2cPXu27navheYgkUjw7ne/m8985jNtW8htbGzw4IMPcvToUWZmZnjXu97FoUOH2Ldv32uqUZifnycSibB37962cxCKxSKRSIRgMEgikbikq/btOL0Y4uhTZ3ng2XM1VpROsx6NSsmqDJfdotfgMEs8bJtB29SFRqNSMORrXfCrVQp297qxGXU8dlLeW79Zwd/tNNPtMDO9JtFbDm7zjW+GHX47yxHJq9+kkxJ/I/F67rfDpEOnUTVNKy7DoFFxw2gXgdimbKPT7LlUdB8ZiUK1s8fZ1sbHbtRh2EoBNus17Ox2Em0gQG53Gu+yGNg36ObC8jrzMtucXqeZjXS2buvQ57bgs5uYC8QIbqQwalV0OcxtNU5lJ58dfkkjMb26XkeTA0k7cHyueeMkCJKLj02vYSkcZznWuqE1atX4HaaaxkYQpI2azairyT+Y6LJyeqX1NL76uQxsNQrbNwpl7OpzcWF1veV77bEaGOt2spnN89L0WsvPjEWvwWUx1F3Peo2KsW4nggDnlqNk84U66pZCEPjKx97OB27aWXPfZDLJiRMn2Lt372WjRgI1gmZBECp0zO30pUKhwN133834+Dj/8T/+x05j0MHrBZ3moAMJNpuNWCwGSFMUu91e+f9qqFQq9u/fj0ql4vOf//xlDXZ5pRBFkQsXLjAyMvKK7p9IJHjkkUc4cuQIZ86c4e1vfzuHDh3i+uuvv2YbBVEUOX/+PLlc7lVtPkqlEtFolEAgQDwex2az4fF4sNvtl/S5F4olfnJqgaNPneGZ88tY9No6b/7t0KqUDHhtNfx4nVrFWLedjXiS+WgakYvi1WNtZBSUC6cy73spFG8otm3H9lGlUPCWiR42NrNSwdjiO7TVlmTIZ8Np0nN2OUKxVMJnNzd0+dmOUY+Rc0FpwtztkES35YalGte3aW16cNiHVq3kwup6w0CuMoxayYu+0TmWtzTTW9qRdu0zqy0+ywX6ueVonTDcbzeSKzTPPICyxawHl0XHc+dXW7oiQePGSamQJtt6tZT8m8zk2Tfg4dRCWFaw2+0wkc0XWd/MMNbtRKtWcH45SnIb/cmgUUn5DsuNhdbl59LvNOK16JgOp+pcrLaj2etddn8qU9vGe13MrsXI5FtTsrocJnKFEuF4CodZz7DPJmlxFiM117tZr8FjNcpet3qNkut3dJHO5bmwGiO2mUEQ4L9+5O3c9ebxmtteqcZgOzKZDOFwmOnpaT7zmc9w8803c+edd3LjjTfyO7/zO/T19fFf/st/6TQGHbye0GkO/i3hne98J2tr9UXBn/zJn/DRj360phmw2+2sr9d/sS8vL9Pd3c3MzAxvf/vb+dGPfsTw8HDd7V4vSKfTfP/73+fw4cMcO3aMt73tbRw6dIg3vvGNPzcv9XKhVCpx+vRpNBoNIyMjl+xHqlQqEYvFCAQCxGIxLBYLHo8Hp9N5SRuFjc0sDz9/nqNPn206UVYKArv6W4eSeawGBr02NG1SKBpRVgRBsig16tScXgiRzhU5MOTj5dm1Oued7Rjx21na2gQ4trj4a9FkXQhWu1sSk07NgSEf0USG04uhll+6zTYBCkFgoteJSimJbsd73ZxaCMkKdrscJjL5ItFEWjpGnwu1UsGphVANZUirUjLos8luKpQKgZt39RHdzHB62zG2Y0+/hzNL9WJYtVLBRK+LUkkSZDtMehAEWXpZNZddo1Iy0esCJPH89sdohw6mUSl5084eEukcJ+eDdRSZajQL+1IrFezscaJSCpxdilAolvBZdSxEWxf7ALu7bZxcjknXapcTs0HDbCDW0O72helV2ev2jWPdCEAgtlk35W/nuYBEH9rht5MvllgMb+A0G2RtUpWCwN5BDy/NSLkoSoXAWLeTj71jL3e+qbYx2Nzc5Pjx4+zZsweTydT6CV1GRKNR7rvvPh588EFOnz6Nx+Phv/23/8bNN998VfIUOujgMqHTHHQgoV1aUTU+9rGPcdttt3HXXXddobO8ushms/zwhz/k3nvv5fnnn+dNb3oThw4d4s1vfvNV+2EoFAocP34cp9NJf3+//B1eIcqc3EAgQDQaxWQyVTi5l7JJmgvGuO/ps9z/zLkK9UEADrRJ1SkX/KNdDqwGLWeWIw1dfdqZYBu0at4w2kVwI8UpmcyDXpeFeDrbNCfAatBydjmCgKSdkNuSKATYO+CtBMp5bUb6PdaGm412efm7uu0Y9FoiyUxdsFk13BY9SqWikrxcDbNew1i3k3gqy2xgvY4n3gzV59hI/FvGeK+LmbXW1BaQqES9bgvrm1nOLIab/iApBYHdA26OzdY3leXzSGcLTC2FuGGkPZ3IRK+L6a1zNGjV7OxxUiiWmFoM1YTWlR2R1hroBaph1mvYO+AhlclzZilMusVz391j4+RSrO7vEn3JicWgYS64Qb/b2lZjMNbtZCF00TmpbN+7nsjUCN39dhMlUWyofaiGUatmwGtFo1IiAueWIqRy9dsIhQD7BuvpZf/fh2/mV2/ZXfO3a6UxKKNUKvH7v//7KJVKbrvtNh588EGeeOIJ9u/fz+TkJO95z3uuifPsoINXgU5z0IGE3//938fpdFYEydFolP/23/5bzW3W19cxGAxotVrC4TA33XQT999/PxMTE1fprK8e8vk8P/7xjzl8+DBPPfUUN9xwA4cOHeLmm2+WFbBdKuRyOY4dO0ZPT88VDbYRRZF4PE4wGCQSiaDX6/F4PLjd7rZ1Du08xgsXVjn6s7OsRBM8cWpR9j6Npr5atZLxXhfFYonTC2GKotg02Gk7qi0ny37wiw2Kc6/NiLgVUtUKVoOWPf1uYptZTi+GWqbDtgo563casBi0zASTjPe62gpDG/bZWIkmSOekwrPbbsDnMDMXjNdQcmxGHWZ9e/aZbxjtpiiKTalYZbRqxHw2I30eK2vRJLotD3y5QDKbQYu5KiW5mRWoVIB6K5PpVnjzeA+5QpGNzcZuVmWM9ziZC14spqth1msY7XaQzRWJxFMgCLLbIa1KybDfzumtUDmNSiltFBQCZ5bCpHIXG4WJLgunV+SToa/f4SeeymIz6VgMxZuew2i3g6Vw89fbYzXQ77GSLxQJxDZZbdAsVqMRLUqrVjLW7USjVHB+dZ2NVLZps/9Hv/xWPvr2vTV/uxYbgy984Qvkcjn+9//+35UNaqlU4oUXXuC73/0u3//+9/H7/Xz1q19lbGzsKp9xBx28InSagw4kRCIRPvShD7GwsEB/fz/f+c53cDgcPP/88/z1X/81X//613nqqae4++67USgUlEolPv3pT/OJT3ziap/6VUehUOCJJ57g8OHDPP744+zfv59Dhw7x9re//bIlcqbTaY4dO8bIyAhOp/OyPEY7KKeRBgIBwuEwGo0Gr9eL2+2+ZNuUbF6yRb3vZ2d5/OR8Q+/1doLBHGY9+wa8LIU3ZEWpgx4r4US6butQntCa9BrOLoXRqlTotCpZ21DJRcfBqQWpCHSZ9Qz57aytS5zvn/e5gGSfWRRFcvliy2Zjuxd9NRQCDHssGHRalqNJqeloQS0p47phibJSxli3E4tew9mVSI0wuF1qy7DPhlqlxKLXMhtYJ9SES2/Wa3C1cBsqW4Euh+N47Ka2tk3bm5fyliYST9dw5rdP2ZvBbdFjM+qwGnVkcnmmtvHxy9CoFIx2OZsmcZcbhVw2g1ohcGJZXnzcqPEd9tlxWvSsRBKVALLRLgfLkUSdM9V2eKwGlAoFmXyBYZ+ddK7A2W1pxiA1Bn1ua02i8XZItCEHfruJ4/OhGh3LH37oLfy7d+6ruX0qleLYsWPs3r0bs9ks+9wvN0RR5Itf/CLRaJS//du/bbkxPX/+PG63G5vNduVOsIMOLh06zUEHHVxKFItFnnrqKY4cOcKPfvQjJiYmOHToEO9617sume1e2cpvYmICq9V6SY55qVB2+QiFQqhUqspGQavVvupji6LIsdPn+P7Lszy/mOTFrYlwuwXoRK/kxpIrFOl3W/HZjcwEYnVi216XhWSmuX97GW6LgZEuO4l0rrKVaASJ2uLh2GzjCfag14bbYuDCapSRLkdb1JbtYlinWc+w305oI8VsVXHf4zSTyhVkLSe1KgV+ixaDTkMRacrbrNm4YaSraXCZWqVgoseFQhBQKAReamNDs715UQhCRfdxbjlCfKtBM+vUeGyNhc/bcf0OP+vJDE6znrlgrOlW54Ydfp5vce2Ug8EKRZEzS/U2r9vhsujRqmubRatRy4jfQXrL9rYoipIOosdZZ+faCHt67ZxZ3WBntxONSsm55QiJBqLqg0NeXpYJGez3WOl3WwhubDZNmC7DbTWgVirqXLLMeg2jXQ4KW7akCgX0e+R1JwJwcIeUaC4IW02LWc879g3yiXftr7nttdgYfPnLX2Z+fp5//Md/vGb0Zh10cJnQaQ466OByoVQq8dxzz3H48GF+8IMfsGPHjgon9ZX+4EWjUc6dO8fevXsvWbNxuZBOpwkGgwSDQQRBwOPx4PF4XtE2RRRFzp07R6FQYHx8HIVCwUJogx+8NMO9P52SFT9uT6UtQyEIjPU4MWhUnFmKYDVoyRUlN5ZW2G45aTfpGPHbiSRq7Tt/Hr3EG0a72Mzm0SgVnF4MN8092N3n5txKtGkCcb/bitduZCORYT2VkaU76dSSC1R1cWfRqehzGknmSsyFLha67W41Dgx5mV5bZ8TvIJsvcHox3LDZ6HNZSLRoxNRKBX12PVaLkUy+VKHftMJ2Sla1cHdmNVZJ3G63qRztsrMSTWI36fE7TASapBA7zXoMWnVLSpbVqGWsy4leq+LJU4stHa0A9vbaOb5Ye22XBdY6jYrzq1E2NrOMeIxMhzZbUtVAEs2vrm+SzOTodprpcZqJJOozIdwWPRq1/EbMbtQy0ecmnStwbsvFqRkaUeU++4GbuPsXD9b8rbwVnZiYwGKxtH5CVwCiKPKnf/qnTE1N8Y1vfOOSUSc76OAaRqc56KCDK4FSqcSxY8e49957efTRR+np6WFycpJbb7217el/IBBgfn6effv2XZJJ/JVENputNAqlUqniG95Og9OOG9OJ+SAPPnuOB589X1cMj/gdrETlKRS9Lgt+h4lsrsCphVAddaIMvUZJn7vWUrXRcRZDG3Q7LW1pArZTWwxaNeM9TtJbtJTymYz3uJgNyFtOeqwGVEoFVoOUlny2iTBbo1Iw0uVsKbh2mzR4rXoMOh3PTsvz9xtZfNpNOnb47TWc/naDtAxaFT1OC4vhODt7nJRKIqcX692MQF5orhAEdvY48dqMHJsNNMwuqIZUTCfrit5yCvHaVqPgNOkx6Fo3BiCFfY33uDk+H6w4/OQKJc4s1YqZoXFjsB1KhcBbJ/pI5XKSXWyi+fMZ9tkJxDYbpjOX9QWJVI5IItVWY7BdL1EOoDNoVMysXWzCoHFj8JnJN/Db77u+5m/XYmPwv/7X/+K5557jW9/6VseRqIN/K+g0Bx10cKUhiiInT57k8OHDPPLII7hcLiYnJ3nf+97XVD9w9OhR+vr6KhkTr2XkcjlCoRCBQIBCoYDL5cLj8TQUHBaLRU6cOIHNZmNgYED22KWSyNNnl3jw2fM8+uI0HquxaUFUDbdFClYrUyisBi2jXQ7i6dy2XAUlgz47U21MsG8c6WIjlcFi0HJ+JUqsgZMRyE+w7UYtI11OREROLYRlBbsui2SVWk0HUasUTPS6UQhweiFMtlCs2Gm24zZ03ZCHF2aCdNt0WA0aVjeyrDd4PnsHPEwthcm3sCr12YyMdDnYSGVbWtOCFJjV57bWNWImnZrRbif5QpGpRYkD326GwnXDfl6aWavY1hq0ai6s1r8/O/x21tblr52JXhdOs57FcLylC5VaKTDe29iO16STxMyFguR6NN5t5/hia9oP1IawCQLs8Duwm3QsBDdqXJJ6HUbWUznZjAeXRY/TbMCs15DJFTi7HK5rWqDcVF7U0GyHQhAY6XJgMWjQqlQ8OVVrKPDpO27kd267oeZv5cZgfHz8mqBLiqLI3/zN3/DYY49x+PDhK2Y00UEH1wA6zUEHHVxNiKLI2bNnOXz4MA899BBms5k77riD22+/HbfbjSiKfOYzn2F2dpZ77733dfcDlc/nCYfDBAIBMplMpVEwm80Vm1av10tPT8/PfexsvsgTp+a572fn+PGJuab2mE6zHv2WU04j+GxG+txWQvFNDFp104KoGtsLVZVC8uhXKQWmlsIV16Drh328MCOfoTDaZWc5ksRm0tHjNLNcJS6teS5tTLCNWjXjvS5MOjVPtEFtaWSVqhCg1y69bsuxNIlMQconWG7dGEBtkFaPUwprW22QB2HQqOjzWGW57FaDlut3+AlsbDLVQvsBcN0OHy9N1+sgVAoFYz0O9BqpUXBZDG01Bg6TDpNeUxGVl59PaJtzUqvGYDsO9DtBqQYknUM61/i6lUtnHvTa8FgNZPJ5pldjso1BI1pUuWkplUTOLkvn0s62qYyyPqWczhyIbXL7jSN8+o431Nwuk8nw8ssvX1ONwd///d/zve99j6NHj142Y4kOOrhG0WkOOujgWoEoiszMzHD48GHuv/9+1Go1oiji8Xj4+7//+9f8xkAOhUKBSCRCIBAgmUySz+fp7e1lcHDwVQe7JdI5fvDSDA8+e46nzixVCqp26SAalUSZSKRzeG3GlhaRcrx8vUbFzh4nFr2Wp88utQwEg+YT7LILzVxAEtw6TDqMOnkbUpVCYFe/JJC2GXUVUXWjIrydDAWVQmB3l4VsocR8NFVjv7kdfoeJYrFxkFa/x4pNp2IlmiCZK7YlcoXaRqwi/s3lmdqmc2jXwna0y4Feo0KtktKhY5uNqTrbG4Pt6HKY6HFaWE+mMGg1bSV27+tzcGzh4sZAp1YxtmVteraK039gyMuJuZBsOvOQ10Y4kcJq0OG3mwgnUg0zLtr5HOjUKib6XFgNGl64sFYRijdDo8/B//ve6/i997+x5m/lxmDnzp3XjLvPP/3TP3HkyBEeeOAB9Hr91T6dDjq40ug0Bx10cC1ic3OTQ4cOodVq2djYQBRFbr/9dg4dOkRPT88lS0G+FpFOp3n55Zfxer2kUikSiQR2ux2Px4Pdbn/Vzz0cT/G9F6b5wUszLEcSzIdaW0RWJ+xWY7TLgc2ok7jeW/zqdgW75ULVpFcz2uUklZWK2e1frMM+G8GNVEO9QBmCAPsHvZh1Go7Ph5oWsyA5J+0Z8FTC1arhsRoY8NiIJiWBatvhan1uzm8JpNVKBf1OPQKwEE2TrWp8WjUG1dBrlOzp9wKwGImzGm2eFdDq9bYZJZ1DOltAr1XyYoONwXYM++wENzYrr3c5tdeoUzO9ul7RKMg1BmWolQITvW7WYpv0u61sbGY5u9K44dneGNQfS3I4cpn1nJgP1eRTNEK5Mai2loWLm7B4KsPZ5SgWgxqtUiCYaF3sV9PQVArJmteoUzdMZ270vtz9iwf57AduqvlbNpvlpZdeYmxsDLvd3vLxrxS+9a1v8Y1vfIOHHnoIo9F4tU+ngw6uBjrNQQevPTz66KPcc889FItFPvnJT/L5z3++5t+z2Swf+chHeOGFF3A6nXz7299ui69+rSAajfL+97+fj33sY/y7f/fvEEWR1dVVjh49ytGjR0mn09x2221MTk5ekqn6tYRkMsmJEydqbFpLpRLr6+sEAgE2NjawWq14vV7sdnslhOiVYiWS4KHnz/PQs+c51UBH0I7lZLmA9NtNPHd+RXaienDIy7EGdBC7UYvXrKYoqDm/ut5WYyDdT4fFoGU+tIFSIQlu9WoVZ1eiNfdVKQR29zduDLbjrRO95ArFOnrMduzud3NuubFzkk6tpM9hoFgqks6L5Es0zS8oQ69R1m0MhnyS1ev2ALq2NQY7fMyuxRjy2cnkC02pRzv8kmC32eutEARGu6WGMJnJydqQlhuD7RsDl1nPoM/G5lYickmUbwzKKG8MRERGuxyY9FIi8nY73iGvjUgi3TDbohoDHivdDjMbqSxnGuQXVD+XspB6O6q1DsvhON1OS11j8Ml37+cP7npzzd+uxcbgyJEjfP3rX69QPDvo4N8oOs1BB68tFItFRkdH+Zd/+Rd6enq44YYb+OY3v1mT0vyXf/mXHD9+nL/+67/mW9/6Fvfddx/f/va3r+JZt4/FxUXuvPNO/uiP/ojbbrut7t9FUSQUCnHfffdx9OhR1tfXee9738uhQ4cYHR19TTcKGxsbnD59mr179zad2ImiyPr6OsFgkPX1dcxmM16vF4fD8aq9x2cDMR567jwPPXeeC6vrFSpRO1705UmpNF11oVYpOLMYJrXNOvW6YR8vzwaa8sTLODjsRadWs7aebFmcVzcG26FWKRjvcaFSKriwEmHI52irMdi+MSgHi61uC2yTs1Qtw+8woRBFTFoFhUKRhfV0Q5FrOxqDcqOgVil58rR8anZZfFy9MbAatIx0OcjkC5zZEjO3Kz4u02+WInGpIDbqWAjVin+hfY2BSatiT6+DZJ6GjkXVaEYlEgTY4bNjN+lZisTRqVVtNQZ2ow6z4eL2o1pfcGbpopWuUoAdPitnV+VD2G4c7SKwvonPbqw0lh9/5z6+8KG31Nwum83y8ssvMzIygsPhkD3ulcADDzzA1772NR566KFrht7UQQdXCZ3moIPXFp5++mm++MUv8v3vfx+AL3/5ywD8wR/8QeU273nPe/jiF7/ITTfdRKFQwOfzEQqFrvnCeWFhgcnJSf7yL/+Sm266Sf4OSMnW999/P0ePHmVtbY13v/vdvP/9769kAbxWEIlEOH/+PPv27Wub4yuKIhsbGwSDQSKRCEajEa/Xi8vletWNwpmlME+cWuD/Pn6qTii7Hc2oLTq1pC0AmFoMs3vA3VAMux3bJ9gV0e624rxdaotKIbB3wEtJlBxtplpkKMhRifrcFnx2E4IIL80GZBuDLoeJfKFEqCo3wqBR0ec0kMsXWIimKJTaS9gto7wxqGwUwvG6oC6QxN4vymgMzHoNB4d9bGbyHJsNNLRHLaMVL3/YZ8dl0bMcSRCIJdsWH+/rd3JsXnrOzYpz+Pk0BmqVEqtRSzC22dQ9yWbUYW3SVEJZ6+BApVQgiPB8mzkd2wP8fuu91/G72zQGuVyOl1566ZpqDL73ve/x1a9+lYcffviaOacOOriK6DQHHby2cPjwYR599FG+/vWvA/CNb3yDZ555hq997WuV2+zevbuSJQAwPDzMM888g8vluirn3C7y+TyLi4sMDQ29ovvHYjEefPBBjh49ytzcHO985zt5//vfz969e6/pRqGc37B///5X7MYkiiKJRIJgMEg4HEav1+PxeHC5XK/am/z4XICHnrvAI89fqBMht0ttecNoF/liiUKxxFQTj36QMhkkX/3GE+xywFksmSGTL7TNea+mtpQF0SVR5MxihOxWgd+uxmBPv5uzy1H8DhNem5HVaLJhwdzjNJPNF2sag+3QqZUMe8woKTK1miQvs1Fp9noPem24rQZWtlycft6As2Qmj1GrZrTbgShSV5y3E3AGEg3tumEfIhBoUZwD7O938vJ842ZIr1Ex2u1EqRBQCAIvzwTaagy2bwy6HCZ6XBbWkxnOb+VLyDUGZagUArv63JxaCFf0BTNrjbMUGjXI/88te/jih99W87dyY7Bjx46mts1XGj/84Q/54z/+44qt9KvFxz/+cR566CE8Hg8nT56s+/fHHnusQgkF+MAHPsAf/dEfverH7aCDS4hOc9DBawuv5+bgUiKRSPDwww9z5MgRzp49yzve8Q4mJye5/vrrr6lGYWlpiUAgwL59+y6pG1MymSQYDBIKhdBoNHg8Htxu96uyghVFkRdn1nj4uQs8+sIF+jw2nmtDfLy9UDXpNIx1O0hsppgOxCkzSUa7HaxEEm150es1apQKAY/VyFKk8eRcrVQw3utqOcE2aNXs7HFiM2h5cmpR1jlp34CH0w1yDMpWlStbjUKvy0I6mycsI5o1atV0O82cW4mi16gYcBnJ5fMsRtPktlFsGgVpNcLNu3rJ5It1m5btGO2SwvEavd56jYqxbicKhUAolkJEbGp1W0aj3IhmKcStGoNqHBjycmYpwrDPjk6jauqeNOS1EUmm2WiSpQHgshgY7XKAAM+cWW5p+VrtaFWNsr7AYdKxFI6zHE2yp8fGiaVYze1+9ebd/H+/enPN3/7/7d15fJT1uf//10wm+ySZzCQzWSGEEDbZQdSixZUWIQlgVdoj9kFp1Z9arK3fo7XHoz3nq6fn58/aI63dRT1VK1kAIQSpitQNZEnYQxYSsk/2fTLb/fsjzJBJJgshIQGu53+QOzOfiQj3+/58ruuyWq3k5uYyefLkcRMM9u3bxy9+8Qt27tyJyWQasdfUarWsW7eu33Dw8ssvs2PHjhF5PyFGQb/h4OrumSiuWLGxsZSVXThrXF5eTmxsrNdr4uLisNvtNDc3j5t/jC6XkJAQ7r//fu6//346OzvZtWsXf/rTn3j88cf55je/SWpqKjfccMMlH78ZLkVRKCkpoaWlhblz5474OrRaLVqtlsTERDo6OjCbzeTm5uLj44PRaMRoNF70lGmVSsWCydEsmBzNv923hK8Lqsg+WEjO4aJ+n44vmtJ9Q9vzPqzNYuXQ+WMaoYF+JMca8PVRcfxc3aDBIDIsCD+Nj/sJtuvJdGKUjoiQIHd3Hz9Nd4elwY62dHTZ8PVR8/GxUoL9fbluohGHw8mp8ro+QWHuJBMnztV63fUoMTe71zJ/chSBfhrKaltggHCgDfAlWh/inpjcabVzqrL7NQJ8fZhu0mKz2Slr7CA5OnzIk6b3nSxz/7xd9RK9C6unxhgor2/pd2p2p9VO7tkaIsOCCPb3JTQoAJMumIKqhj7df8B7MACoqG91Txo2hgVhCPJBFxzIV4VDmHfQ4yiRq1OWa8JzSKAfpeZmzM0dQwoGAHaHk8qGVkrMzYQG+TElWo/N4SS//MLuEfQfDAAUBfcOBMAtM+PpsjlIjMLdIvX2aZGkTQ+hoqLCHchtNhu5ubkkJiaOm7+LP//8c37+85+zY8eOEQsGALfccgslJSUj9npCjCeycyDGJbvdTnJyMh999BGxsbEsWrSId955h5kzZ7qv+e1vf8uxY8fcBcmZmZm8//77Y7jq8aOrq4s9e/awZcsWDh06xE033cSqVav4xje+cdnmKCiKwpkzZ7Db7Ze9NsJisWA2mzGbze4ZEkaj8ZJ6mTudCvvPVJB9qJDdh4vdLSaH2tZ0RnwEZ2ua8PP16e7R32XndHnfjjomXTA+apXXXYKepsYaiNFryS+v9+ju401/R4l6HrE5VVbHjAkRQzrznmAMo7mji8bzLT8nRIQSrddS3dhGaY+n+KGBfhh1wR5P071R0V2c3d7ZhdNh51x9B5Z+dje8BbGeuucOhKAAJ0pr+xSL92YMC0Ljo/b4ebuGpQX5X2htejGF664dg3BtAJOjwrFYbZwur+/TJWioNQaLk2Pw8VFzztw84M6GLtgfXXCA12NOrl0SH7WKwupGJhl1Qypc711jEKULZvVN03gydTEdHR3U1tZSW9v9M7FYLCQmJvZ5kDNW9u/fz5NPPsn27duJj48f8dcvKSlhxYoV/e4crFmzhri4OGJiYnj55Zc9/v0SYhyQY0XiypOdnc0TTzyBw+Fg/fr1PPvsszz33HMsXLiQlJQULBYLDzzwAEeOHEGv1/Pee+8N+xz/1cxqtfLJJ5+Qnp7Ol19+yfXXX09aWhq33HLLqE1idjqdnDx5En9/f5KSksa0SLyrq8sdFBwOB5GRkRiNxkvqbe5wOtl/ppIvT5fz3j9P0jDIsZrrJkRSWNWIxeZ5o+oe5nU+KJh0wTgUhZpeXXF6C/TzYZIpnJPn27L21wYUhh5erp8Sg93h7K5RKO+/mHmSMYzG9q5+5ywYQ/yJDtfS5VCwOpxeh3H1pFbB3MQoDvcohvXT+JBoDEFxOihraKfD6ryozzI9zkCJuZmQQD8SjGG0dFrJL6/v8w+at2DQd30qZsRHEBkWxIlztYPOb5g7MYLc0r7tckMC/ZgSo8fhcHK6vJ4ZEyIGnHzs0nvHYEJkaPegs5YOinr8bAcKBj35qFTMSTRhtTkI8NNwtrrJPb+jN2+h8jvfmM5L6271+H/aZrNx6NAhwsLC6OzsxG63u6egBwcHj8n//4cPH+bRRx9l27Zto9bieqBw0NLSglqtRqvVkp2dzcaNGykoKBiVdQgxTBIOhBDdOzL79u0jPT2dffv2MW/ePNLS0rj11lsJCAgYkfdwOBwcO3YMnU437uZOWK1WamtrMZvNWK1WIiIiMJlMl3QD43A6+Sq/gl2Hith9uMg9QMtldoKR0+X1g3b8mRqrJ1wbSGuH1euOgkuwv4b4yP5bgU6OCscQ0t3uMtYQOqR6iQVJUR4dllzFzChwuqKOzvPTkCdH6ahrGbx9pi44gHCtP1a7kzhDCHUtnRRV99098FGpmD3JxJHi/rvkaNQqEk2hhPipya9uoa1r4J+ja4ems9eOgT4kkMkmHR3ng1hkWBCooLpx4CDmr/FhcvSFIJYUHY5eG0hlQ2ufp/j9BYPerp8Sg83hQAWcqWzo95jZYEeJXIPOOrtstHVZOVszeDCYPcnIkeILOwZqlYopMeGEBXXXF7jCpbeuRKtvnMavHrwNtdozGOTm5jJx4kSMRqP79+rq6jCbzXR2dqLX6zEajYSFhV2WoJCXl8dDDz1EZmYW6Y5CAABB6ElEQVQmSUlJo/Y+A4WD3hISEjh48OA1VRMnxj0JB0IITw6Hg88//5yMjAw+/vhjZs6cSVpaGnfccQdBQUHDek2bzcbRo0eJiooaN0cL+mO3291BobOzE4PBgMlkIiQkZFg3MDabjSNHcqm2+nKgpIndR4qZEBHa7/n9niZEhtJusbmPKrl2FHoP89IG+BLT4/z+QBYmRVPf2unR3ae/6w4XVffbCrS73aUBrb+GgqrGQZ+c67UBhAT27ZITFd59I+vqqKNRd09x7nmj2h/XE2wftYpEYyi+aoWKhg6aLZ4BYGZ8JEXVfXdoepscFU5kWBCdXTavdRcXPrsPiVEXgkFvEyPDMOqCqDA3YtRphxQMeg/H89WomRZrwM9XQ1GPQuShDjjTBfsTrg2gqb2r+wiTzU5+eV2fWQregoE3k0xhJJrCKapu9NiFSLthKv/v92/3CAZ2u50jR454BIPeHA4HDQ0NmM1mWlpaCAsLw2g0otfrR+Wo4YkTJ/jBD37Ali1bmDp16oi/fk8DhYPq6mpMJhMqlYoDBw5wzz33UFpaOu5bbYtrioQDIUT/nE4nBw4cID09nT179pCUlERaWhrLli1Dq9UO6TW6urrIy8sjISGh3xuF8crhcLifdLa1taHX6zGZTEN+0unq0DJx4kR30aPD6eTAmco+NQq9DXZMJyzIn6TocOwOJ51W+6DBoPv8fnfnpJ5cnYaqGtrcMx0GO7/vMjXGQEVDC1a7k2lxBnw1as5UNPSZMjzUVqDR4cFMizNQ3djOaS/HfXrqr15CpYJEYxgBGqhq7ECv9edcQ8egnZii9VocDqc75AT5+zI11gAo5JfXu2sUAv18SDCFc6qfYNDT3IQIzC0W4gyhNLZbPIp5e+pvaraLazpzREgQlQ2tAw7GgwvBoPeOgTbAl+RYA06nQn5FHV02B3MmmS4qiIGrfiOUpGg9L3z3lj7BIDc3l/j4+CEX+jqdTpqamqitraWhoQGtVovRaMRgMIxILdTp06f5/ve/z7vvvjvq5/vXrl3L3r17qaurw2Qy8cILL2Czde8APfzww2zatInXX38djUZDYGAgr7zyCjfddNOorkmIiyThQAgxNE6nk9zcXLZs2UJOTg4TJkwgJSWF5cuXExYW5vV7CgsLqays5Lrrrrvihws5nU7q6+vdTzrDw8MxGo3odDqvTzotFgt5eXlMnjy53yMDrqCQc7iInMNF1LV0B4Wk6HDMze1eO+P0FB4cgE7rT11LJ8kxBqz27qMx3p4Oz0k0eZzf92ZCRChTYvR9ng57Mz3OQGltCx29Ov74+qhJjtVj77JQ1WLF30+Dn8bH3bWnP74+3ROdj5Z2d/JxFe16K9Aeao3BrImRtFu6CPZVU93UTm2b92M6sXotth7BoDd/Xx+mxhrw06ixO5QhFezOTYggt8QzQESEBjHJFEa7xUp+eQMORWH+5CjyhjA1u+eOgeuIWFVj3xkTYUH+6EP6BoPeAv00LJoSTXuXjcLKxgF3IrwFsZXXT+H/W38HPj3+7LuCQVxcHFFRUQO+f396ziypr6+/5FbEBQUFPPDAA7z99tvMmTNnWGsS4hoj4UAIcfEUReH48eNs2bKF7OxsIiMjSU1NZcWKFe4QcPDgQdavX89f//pXFi5cOMYrHllOp5PGxkbMZjNNTU2EhoZiMpncRyI6OzvJy8tj6tSphIeHD/E1Fb4uqOSTYyX8I6+Es4M8HTaEBBIc4Nunl79r0q7d4eR0eR2KojBzgvGiO9C4JjPXtnT0KR6eOSGC4uq+5/d7i9FriQrX4qNWUVzVf4HrYB1/XLskNoeTQD9NnzPv3nibyRBn0KIP8qW2pYOq5u6b4ViDli6bk7oBhrXBhSnORdWNJMfqCfTrHgrWu5YEhlZjEBbsz8LJ0dS1dHKybOAjZgMdJYo/3xGqvqWT+tYOrzsGvfUu9vZRq5gaayA4wJcSczO1PUKStyC2fGESr2640yMYOBwOcnNziY2NHXYw8MbVitg15d7VOGAoHcZKSkpYu3Ytf/3rX1mwYMGIrUmIq5yEAyHEpVEUhdOnT5Oens6OHTsICwtj/vz5pKen8+abbzJv3ryxXuKoUhSFpqYmzGYzDQ0NBAQE0NbWxqxZs9DpdMN+zUOFVew6XETO4WKqe3UaMoYF4TuEp/G6IH9mTzLScr6Yub9OQ+C90NQlOlxLfGQoja2dBPhpOFPZQNcArwUQE6716LDUXeCqJyzInxJzk/sp/WDn93u6PjmGE6W1JMcauv/c9fOZBprJ4BKlCyYuPIDmNgsFtQMXHwf7+xIXEUJ+heexoJ5Fu67P5G3HwJuexd5B51vHqoAzFfW0d10IXUOtMQgL8mdCZCiBfhpaO63kV9TjbTPCWxeonlSq7toLvTYQP181n50s9/j6t+dP5tUf3oXGp28wiImJITo6etDPPlxdXV3ueiCbzebufKTVavsc8ysrK+O+++7jD3/4A4sXLx61NQlxFZJwIIQYOYqisHnzZp577jkSExNRq9WkpKSQmprqLsK7mjU3N3Ps2DHCw8NpaWkhODgYo9FIRETEsM9OK4rCkeIacg4XknO4GMWp4FQUqgdpaxrg291N58S57htVVz97lQqPM/QwcDDoaXaCkbqWDuIMIbR0dpFf3uD1H4M4QwhdNke/w+FUKkiKCscQGoiiMKT39vYE21UU7aNWcaainjaLbcgzAiZEhtJmsdHQ2klEaCDRYYG0dlgore/w+EyuYW391Qv0tDjJhKLy8Xrcp6feXaB68tN0H2Hy9/Whw2KlvKF10ONl3UeJAj12m1zHsrpsF46aDRYMelo0JZqvC6rcsyrqWjpIitbzPz9a5jUYREdHExMTM+jrjhRX56Pa2lreeust2traWLNmDbfeeitms5nvfOc7vPbaayxZsuSyrUmIq4SEAyEul5ycHDZu3IjD4WDDhg08/fTTHl/fvHkzTz31lLubz2OPPcaGDRvGYqnD9v777/Ob3/yGbdu2YTAYKC0tJTMzk6ysLABWrlxJWloasbGxV11QaGxsJD8/n9mzZxMUFISiKLS1tVFTU0NdXR0BAQHus9O+vr7Dfp/jJWZ2HuqezNz7SJFLkJ+GCcb+25q6ztD7+qjx1aj5Kn/wm3NvN92GkEASo8Jp7bCQX9EdFCZEhNLeZeu30Nql+2l8KPkV9SSadESGBXkURffkulEdiK9GzZLp8bRZrBRUNtA0wMTg3sPaetIF+xOvD6bd0kVtSyd6bSCl9QMHMehbY+CeztzrWNZAwaCnyVE6GtosROm0aAP7Hvdx8RYMetMG+JIcY0Cn9eer0xWDDoDz9vO+Y84kNj20DF/NhWnmDoeDvLw8oqKiLmsw6K29vZ0dO3awdetWjh49ikql4qGHHuKJJ5646EnoQggJB0JcFg6Hg+TkZPbs2UNcXByLFi3i3XffZcaMGe5rNm/ezMGDB9m0adMYrnT4fv/735OZmUlGRgYhISEeX1MUhaqqKjIyMsjMzMRisbBixQpSU1OZNGnSFR8U6uvrKSwsZM6cOf3OhWhvb3efndZoNO7pzJcycO5kWS05h4vJOVTknhcQEuhHdLh2SG1NF02JJvdsDVNjDQT4aiiobPB6fGXB5ChyBymaDQ3yY+4kE51WO7nF1X2KonsKCfQjKlzr9Wm8+6a6uYOzNU0sTIrm68KBgwF43nS7ztBrA/worml0F3rD4DMC3J8n0I+4iBDUKHRZrZTWtWPt5zPNmRhB3gA1Bt1zB0Lx89Xw5anyfmdVuEyO0lHb0uGxY+DabQkPCXS3oB1KMABXp6ooDhVVXyiu9lFTUNW3ENlbp6o75iSw6aFveQ0GJpNp3LQnrq2tZc2aNaxdu5by8nI+/vhjZsyYQVpaGsuXL+/z95IQwisJB0JcDl9++SXPP/88u3fvBuCll14C4JlnnnFfcyWHgxdffJFDhw7xt7/9bdChaYqiYDabycrKIjMzk6amJpYvX05qairJyclXXFCoqamhtLSUuXPnDvlGv7Ozk5qaGmpra1Gr1e4iy0sZOHemsp7dh4s5WmLm46MlA16rAhYkdd8E9qRRd3caCg7wpaiqu9h2sHkHLj0HoWkD/JjqLoqup6vHoLfQID8iQ4O9Dj/rvcYbp8VhdzhparcMGHYGWqNKBUnResKDA+iy2Tlrbhr0mE5okB8RoUEeT/wDfH1INIXhdNgprWuj09a9gzJYMOi5xkNFVYRrA0k06ei0ds8dsPcKXN6CgTfT4gwYw4Ipr2sZsLVpz2DQW+9C5ImRYRwq8gwGt81O4LcPfwu/HsHA6XSSl5dHZGQkcXFxg372y6G+vp41a9bw/PPPs3z5cqD775rc3FyysrLYtWsXRqORe++9lwcffHCMVyvEuCbhQIjLIT09nZycHP785z8D8Pbbb7N//36PILB582aeeeYZIiMjSU5O5te//jXx8fFjteSLsn37dpYvXz6sc/X19fVs3bqVzMxMampqWLZsGatWrWL69OnjPihUVlZSWVnJnDlzhn1UyGKxuHcUnE4nkZGRmEymIXVj6c/ZmiZyDhex61ARJ855dgAaaltTtUrFLddNoMNi46y5yeuRFpcp0XqqGttos/S9oXVPVQaqG9sI8NMMqZvOvETPG9rI0CASTGG0WWzkl9e5i20XJUVzsGjwmQxJ0eHUNLUTERqEcYAjTGFB/hhCAge84db4qIkN8yMiJJAzNS20WgYuznYFg95rDAn0Y0qMHodTIb+8jlhDCObmjj5zIgZbY1R4MBMiuo9Knam4MB9ioGDgbY1N7RaPKc9Lr5vI6//Pt70Gg4iIiHHz91NTUxOrV6/mmWeeITU1td/rCgsLOXLkCN/5zncu4+qEuOJIOBDichhKOKivr0er1eLv788f/vAH/v73v/Pxxx+P1ZLHRFNTE9u3byczM5PS0lLuvPNOVq1axaxZs0ZlauqlKCsro7a2ljlz5uDj4zP4NwyB1WrFbDZjNpux2+3uHYXg4ODhr7OuhZzDRew+XMTx0lpmTogcUlvTnr3tez59L69robJH96RpcQbKalto7/I+Q8DFoA1Epw0gOMAXXx8fCirrafFyE9w9sdfEkeL+b2hdxbbBAb58cap80EnTyTHhVDa09wkvF9qAdlBU3YQuOIBwrf+g4UUFzJoYwdHSOtQqFYmmUAI0Kioa2mns8Pw5DDW8TI8zEOTviwLu4mpvBgsv+hDXzoSNQH9fDg5SqwHew8vqG6fyn/9yK/6+nsHg6NGjGAyGcRMMWlpaWLNmDT/5yU+45557xno5QlwNJBwIcTkM5VhRTw6HA71eT3PzwDcpV7OWlhZ27txJZmYmZ86c4fbbbyc1NZUFCxaMeVA4e/YsLS0toxpabDabu22jxWIhIiICk8nktW3jUFU3trkHrh0q7P+o0GDdi6LD/ImLDAdUHD9XO+i8g8jQQPx9NZT3aL3q66PurnXw01BU1UhjuwWNWsV1E4c2k8HVvcg118HhVDhdVudxhAm6pziX1w8eXqZEh2MK76516Pn0vbeewcCbBGMoIf4+VDe2ExESwOmqlkH/wXTtarh2DHr+bHrOUhjKroZrjQuSosmvqGdKjB6ns/+2rwsnR3GouNojGNw8I54/PLocf98LO4FOp9PdiWvChAmDfKLLo62tje985zs8/PDDrF27dqyXI8TVQsKBEJeD3W4nOTmZjz76iNjYWBYtWsQ777zDzJkz3ddUVVW5e4RnZWXxq1/9iq+++mqsljyudHR0sGvXLjIyMjh27BhLly4lNTWVxYsXj9hT+6FQFIXCwkK6urqYMWPGZQspdruduro6zGYzHR0dGAwGjEYjoaGhww4KdS0dfHikmJzDRezPr3R3IRpqW9PrJkZSUNmASRdM9Pmbam83rcawIDQ+aiob2vq+yHlqlYrp8REYw4I4fq52wCNM4H1iL3i2az1T0UB8ZCjnvExx7s2gDSQ48MJAOdfTd4u1uw2oqy5gsGDQ06Ip0VQ1tKEP8qWupYPK5r6dkaBvMOjNNR8iXOuPxWon96x50Pde4OUoUc+2rwWVDbR2WlkwOZojxZ4h8RvT4/jTY3d7DQY6nY6JEycO+v6XQ0dHh7t+QGoIhBhREg6EuFyys7N54okncDgcrF+/nmeffZbnnnuOhQsXkpKSwjPPPMP27dvRaDTo9Xpef/11pk2bNtbLHncsFgt79uxhy5YtHD58mG984xusWrWKm266adizBIbCNexNpVIxderUMauHcDgc1NfXYzabaW1tRa/XYzQa0el0w15TY5uFj/LOcrSkhi2fn8JqH/iYjrfpw9A9ETkuIpTGVgsFVQ3EhGuHNJPBT9P9pPxYaa1HV56yuhaqeoWK/oJBb9dNjMRHrTp/hMl7FyaAiNBAAv18+51LEBrkR6JJR2trK9pgLXn9THHuyVsrUJMuCFNoAE1tnZxr6O6eNDkqjJqmTq+1Gr3XEBESRHFNE5PPz4eo7qdmYqGXQvPefH3ULJkRT7vFSmFVEw3nJ1ffOC2WPz+2ggA/z2Bw/PhxQkNDSUhIGPSzXw6dnZ3cf//93Hvvvfzwhz8c6+UIcbWRcCCEuHJZrVY+/vhj0tPT+eqrr1i8eDFpaWncfPPNl9QitDen08nJkycJCAhg8uTJ46ZQ2ul00tDQQE1NDS0tLeh0OoxGI+Hh4cPe1Wjt6OLjYyXkHC5m3/FzWGyeR4aGOmRs5oRIwoL8aGizkF/e/zGd3sPaekswhmHSBVPV2EZ0uHZIuxoz4yMpqm50r72/1qaRoYH4+WoGnTStBmZOiKCwuun8zoSKMxV1HpOMXYYyk0GvDWBKVCiNrR0Umtu8TjJ26RkMenO1fa1r6aS4utFrBypv5k+OIre4u+2rStVdUD47wcjza28h0P9CYf14DAZdXV1873vfY8WKFTzyyCPj5v9FIa4iEg6EEFcHu93Op59+Snp6Ov/85z+ZP38+qamp3HbbbZc0CMlVhKnT6cbNDZI3TqeTpqYmzGYzjY2NhIaGYjQaMRgMww4KHV02svblknO4iLyKFqbFGgaddwB9B6HpQwKZbNLR0dV9TMfV5z/IT8NEYxin+hnW1tPi5BgqG9rO3wx3FxB74zru1OXlfD3gvhmOCAukpd3K8XMD7wSoVTAjPoLjvcJL9yRjPf6+GgqruoeueZvi7E13d6dW2iw2QgL9mBihpavLSkldG7YemWugYNDbTdNisTuctHZaya+o7zdwzE80kVdi9vhvuDg5hr88vsIjGCiKwvHjx9FqtUyaNGnQ978crFYr69at47bbbmPjxo0SDIQYHRIOhBBXH4fDwWeffUZGRgaffPIJ1113Hampqdxxxx0EBQVd1Ou4+rmPl+4sQ6EoCs3NzdTU1NDQ0IBWq8VoNBIREXFRNRo9OzLZnQqfnSwj53AxH+Wd7feYzkDTh6H7hndKtAGH04nV4eBkPzsGPXk7SuQaLNbcYXUXEM9OMHK6vB6rfeDWoiZdMGqViqrGNiadn87s7ZiOj6q7i9DxsoHDi49axS0zJ9DeZeVsdRO1Lf1Ph+4ZDHoL8NMw2RiK3WHH3NxBkL8fFY0D119A36NErm5OFlv3LAXXQLp5iVEcLfEMd4umRPPXH68kqFcwOHHiBEFBQSQmJg76/peDzWZj/fr1LF68mKeeekqCgRCjR8KBEOLq5nQ62b9/P+np6ezZs4fk5GTS0tK466670Gq1/X6fxWLh2LFjxMXFuQvFr0SKotDa2kpNTQ319fUEBgZiNBqJjIwcsEajtLSUxsZGZs2a1SdQ2OwOvsqvIOdwEXtyz7p3CHoOQhuIa0JyRX0rU2MNQHc3nU5r35v6oTyNN4QEMifBSG1LJyfP1Q44gThK190W1lsdhKu1aW1TO2V1zUyNNXBikGAA/bd9Lav3rJlIjtFT2eA9GPQUGuSHSReMjwrUipNz9W20dXkPPIPVGGgDfJkSoyc00I9DRdUe770wKZq//ngFwQEXjuApiuJxhG48sNvt/OhHP2LmzJn84he/kGAgxOiScCCEuHY4nU6OHDnCli1byMnJISEhgZSUFL797W8TFhbmvq6iooI1a9bwxhtvMH369DFc8chSFIX29nZqamqoq6vDz88Po9GI0Wj0GOJ29uxZWltbue666wY9kuRwOvm6oIpPjpXwydHSQScf9zch2dVNR6NWkX++z/9Qzu8DzJ1k4sS5WmwOJ2FB/iTFhGOzOzlVVucxAyFar8XpVKgZpEBao+4uuvbx0fQZLNbbYOElwRiGUReMw+F0f66BeDtK5KNWMdkUhp8ayhvaaOrsrnVYmBTFwcLBB5y56kR8fLprL3x91AT4aXj9kW97DQb+/v4kJSUN+rqXg8Ph4NFHH2XixIn88pe/lGAgxOiTcCCEuDa5ii23bNnCrl27MBqNpKamct1117F+/Xqef/75AaetXg3a29vd05l9fHwwGo10dHRgs9mG1apVURRyz9aQc7iIDw8X9zmmM9QhY74+am6aHke7xUZhVSNN7d6PKMHABdLB/r4kxxpAUWhu76Kty4p5kDapGjUkxxg42aMOwhASSGKUjg6LZ83EUDsnJcfqqahrRacNINYQQkNrJ4VVfUPUUGsMJhlDMYX4UVTTTG3bwGFj7iQTx0s9fz7zEqPY/MRKtL2CwalTp/Dz8xs3RfdOp5MnnngCvV7Pf/3Xf435fBMhrhESDoQQwnVj9Ic//IG3336bxYsXs2LFClasWEFERMS4uFEabR0dHZw8eZL29naCgoIwmUwYjUYCAgKG/Zony2rJOVzM7sNFNLZa0Ab6UVo7+PTh+UlRHDr/RNxHrSI5Ro820I+SGs/z/PMnR5E3hALpOEMITkUhIjQIX42aMxUNXucK+KohKUbPqfKGfl8rNMiPpGg9YYF+fH66fNC2r65g0HsImzEsiInGMFo7bZypqEMbOPTi4547KnGGEPRBvtS2dFDVa5aCt2Awd5KJzU+kEBLoGQxOnz6NRqMhKSlpXPx5dzqdPPXUU/j5+fHrX/96RILB+vXr2bFjB0ajkePHj/f5uqIobNy4kezsbIKCgti8eTPz58+/5PcV4goj4UAIIQCOHz/Ov/zLv/DGG2+g1WpJT0/ngw8+ICAggJUrV5KamorJZBoXN04jTVEU8vPzAZg6dSpWqxWz2YzZbMbhcLiPHl1MMXdvRVUN7DofFE6WeS9CVqtgbmIUh4u8H5VxdRrSaQPwUanYf6ay3ynPLr07J4H36cy+6u5agVMV/QcDF9eOwYWha95bm06NMVBWP/gQtjhDCAnGMJo6ujwKiL0Z6KiVSRdEVGgAjW2d+PqoKK3vdA9wg+6C7beeSCEk6EL3Llcw8PHxYcqUKePiz7fT6eTZZ5/FarXy29/+dsR2DPbt24dWq2XdunVew0F2djavvfYa2dnZ7N+/n40bN7J///4ReW8hriASDoQQA7sWnrZ9/fXX/OhHP+K9995j6tSp7t9XFIXS0lIyMjLIyspCrVazYsUK0tLSiI2NHRc3UpfKtWui0Wi83hxarVZqa2sxm81YrVYiIyMxGo0DFnMPptTczO4jRew+XExeSQ2KAj4qFbMnGTlSXDPo9y9MiuZwUTUTjWEYw4Ko6mcg2ITIUNosNhpa++8epFapmKgPIN6k53RF46DHjvqbIN3d2tSAn0ZNYVUjUeFayuoGDwa9jxJpA3xJjjHgVBTyKzyLtIdagzE7wUh1YxtRYQG0dnRRWt/OZFMof338bqIjwt3/jV2hUKVSkZycPC7+PDudTl544QUaGhr405/+NOJHiUpKSlixYoXXv8seeughli5dytq1a4HuoLx3794ruiGBEMMg4UAIMbCr/Wnbvn37+MlPfkJmZiYTJ07s9zpFUaisrHQHha6uLlasWEFqaioJCQnj4sbqYrmGuwUGBpKYmDjoZ7DZbNTV1WE2m+ns7CQiIgKj0UhISMiwP39VYxsfHinmVFktGV/kD7oTsGhKd3ee3pfFR4QSHa6lrrWD4uqmQVuquvj5qJgUpSO/ohGVCiZHhaMPCaSiroWKXtOZ+wsGvc2IN+Cj7i76PVvT5B661ttgNQYBvhqmxurx8VHjr/Hhy/yKQd97ToKRk70KsRclRfPLexbQ2dpEZ2cnBoOByMhIqqurx1UwUBSFF198kXPnzrF58+aLars7VAOFgxUrVvD000+zZMkSAG6//XZ+9atfsXDhwhFfhxDjWL9/GfTf304IcU255ZZbKCkp6ffr27ZtY926dahUKm644Qaampqoqqq6Ip62OZ1O/vKXv7Bjx45B16tSqYiNjeXHP/4xjz/+OGazmczMTJ544glaWlpYvnw5qamp4+ZoxmBcBdkhISFDHnLl6+tLdHQ00dHROBwO6urqKCkpob29HYPBgNFoJCws7KI+f3S4lgdvmw3Az1bdyJ7cs+w+UsxXp8s9bnBh4CfnZXUtlJ3fPZiXaMLfV4Ofr8+A4cDfR0WCqTsYACgK3YXC54uFE4xhGMOCMTe3Y9IFDykYTIszUGK+sGOgUnW3MNUFB1BW10JVY3fgGErxscVmJ6/EzKIpMRwsrGLmhAiC/Hwpqm6kwcvnmp1g5GS5ZzCYER/B7x9dji44AJiIw+Ggvr6ekydPYrVaMZlMNDY2otPpxrTgV1EUXn75ZYqLi3n77bdHJRgIIS6NhAMhxJBUVFR4DAiLi4ujoqLiiggHarWaN99886K/T6VSYTKZeOSRR3jkkUeoq6tj69at/PznP8dsNvOtb32LtLQ0pk+fPi6DgsPh4NixY4SHhw+4WzIQHx8fTCYTJpMJh8NBQ0MD5eXlnDp1ivDwcIxGI+Hh4Rf1+SNCg1h7y0zW3jKT5nYLHx0tYffhIv55sow5CaYhTR+eHKWjqLqRlo7uguOIkEAmRelot1g5XX5hcrC/RsWESB35lf23Xi0xN1NibmZxcgzl9a1cnxzTb6ch6A4G52o9jxIpCpypvFDHMMmkI1oXjM3h5OsB5hO49GyVeuL8wDi1qrslaViQP6W1zdQ0tTNrYiSnyuuw9SiQnh5n4K2fpJ4PBt3UajXNzc2Eh4eTnJxMU1MTNTU15Ofnu6dq6/X6y3pzrigKr732GkePHuW9994bcP7GaIqNjaWsrMz96/LycmJjY8dkLUKMRxIOhBBiiCIiItiwYQMbNmygsbGR7du38x//8R+cO3eOu+66i7S0NGbNmjUuWjGOxtRnHx8fIiMjiYyMxOl00tjYSHV1Nfn5+YSFhblvOC/m84cFB7D6xmmsvnEa7RYre4+XEhEWxKfHSvt0/nFJig6npqndoxNRXWsndedrDsKC/ZkUGUpLWxt+/oGcHkLxcc+jRBX1rUB3p6EEo47Wzi5Ol3fPQJgWZ6DU3Eyn1T7Aq0F9awcqoLimyT10rb6lg6Lqpj7XXj8l2msg6q5HuNBq9eYZ8dgcTqJ0WvfuybQ4A28/mUa49kIwUBSFwsJCbDabO7gaDAYMBoN7qrbZbKawsJDg4GD3VO3RvFlXFIU//OEPfPHFF6Snp3vM27jcUlJS2LRpE/fffz/79+8nLCzsinjIIcTlIjUHQgg3KeIbnpaWFnbs2EFmZiYFBQXcfvvtpKWlMX/+/DEJCna7nby8PKKjo4mJiRn191MUhcbGRsxmM42NjYSEhGA0GjEYDMN+Mt1ls7PvxDlyDhfz8dESWs5PY06OCaeyoZ02S98WpT0F+qqJNYRS3dROcqwBh9NJfnk9FlvfCcRDqTEI1wYwJ8FEc4eFYyVmj+5AvQ10lChKF8yEyDBaOruHri1MiubAEIqPr5sYyZmKBqz27vXHR4QyO8HI82tvQR8S6L5OURSKioqwWq2D7mgpikJbWxtms9k9LM9kMhEREYGfn1+/33exFEXhr3/9K7t27SIzM/OS2uYOxdq1a9m7dy91dXWYTCZeeOEFbLbuoPnwww+jKAqPPfYYOTk5BAUF8cYbb0i9gbgWSUGyEGJwA4WDnTt3smnTJndB8o9//GMOHDgwBqsc3zo6OsjOziY9PZ0TJ06wdOlS0tLSuP766y/LEQ6bzUZubi7x8fFERUWN+vv11vPJdH19PcHBwZhMJgwGw7CfTNvsDr44Xc6nx8/x8dES91Pz/gT6qonRh1LU6+bc1ZJUrYL8igbau2xDLj6eHhdBibmJTqudkEA/kmP02B1OTpfX02W/EDiGOuAM4KZpcVjtDixWG6fL6/sNHNdNiKSgqoGuHsFmSoyev/00DUOPYABQVFSExWJhxowZF33UzduwvMjIyEu+mX/rrbfIzMxk27ZtBAYGDv4NQojLQcKBEGJg8rRt5FksFj788EO2bNnCkSNHWLJkCWlpadx0002jcoTDarWSm5tLQkICRqNxxF//YimKQmtrq/vJdEBAgPvJ9HCPlTicTr4uqCLncBF7jhRT3dTu8fUgXzVR+hCKB5vOrFGzZHo8rZ1WCqsaaGrv6vfansGgN3fgUKuorG8lyN93SMGgZ40BdIeKKdF6bI7uHQ5X4JgZH0lhtWcwSIoO528/TSMi1HMeRXFxMR0dHcycOfOSa2AsFos7KDidTndr24udgfHuu+/yt7/9jQ8++IDg4OBLWpMQYkRJOBBCiLFktVr56KOPSE9PZ//+/dxwww2kpaVx8803j8j5a6vVypEjR0hMTCQyMnIEVjzyeh5h0Wg0mEwmIiMjh32ERVEUjhTXsPtIEbsOFtDU1okxPISzgwQDuDDgDLqnM0+NNaAN8KO4ptGjJemM+AjO1ngPBj2FBflj1AUT4OuDv6+GgsoGmju8B47ewaC3QD8N0+IMBAf4cvJcnUfHoslR4fztp6lEhnneaJ89e5b29vYRCQa99Z6B4Wptq9VqB3yvjIwM/vznP7Njxw5CQkJGdE1CiEsm4UAIIcYLm83Gp59+Snp6Op999hkLFiwgNTWVW2+9FX9//8FfoBeLxUJubi5TpkzBYDCMwopHXkdHh/vJtFqtdk9nHs7nb2ho4MyZMwQZJ/CPY2XsPlzUb6chGPjm3D2dOTgAh8PByfL6IQUDQ0igx45Bf4FjsGDgMiM+guLqJpyKwtRYPf6+GrpsDv746HKMur7BoK2tjeuuu27Uu2bZ7Xb3DIyOjg70ej1+fn7Ex8d7HJvbvn07mzZtYseOHeh0ulFdkxBiWCQcCCHEeORwOPjnP/9JRkYGn3zyCbNnzyY1NZU77rhjSOezOzs7ycvLY+rUqYSHh1+GFY881xEWs9mMoijuoDCUz9/Q0EBBQQFz5871CBaFVQ3sPlzM7sNFnCirc//+xdycn61pIjpcS0RYENX9TGf2Fgx6cwWOCRGhnCirc89A6I+3Y0wJxjDe+dkqTL2CQUlJCS0tLVx33XWXvfjd1dr2d7/7HVu2bGHhwoWsXr0alUrFq6++ys6dO9Hr9Zd1TUKIIZNwIIQQ453D4eCrr74iIyODf/zjHyQnJ7Nq1Sruuusur+e1T5w4waeffsr3vvc9wsLCxmDFI6+rq8t9hMVut7vPunv7/PX19RQWFvYJBr2dq21m95Fi8ivq2fpVfp+py73NnBBBUVUTFpvnjsGEyO7pzLXNHRTXNA0pGLj0DCWTTDoi+wkc0+MMlPRqlTrRGMY7P00jKlzrcW1paSnNzc1jEgx6s1qt7N69m7feeosvvviCb33rW3z3u9/lzjvvHPXuREKIYZFwIIQQVxKn08nhw4fZsmULu3fvJiEhgdTUVL797W8TGhpKXl4eDzzwAK+//jrf+MY3xnq5o8Jms1FbW0tNTU2fs+4NDQ0UFhYyb968i6pZqG5s48MjxeQcLuZgYSWOXh2CZsZHUlTd2CcY9DYlKpwovZaapnaP4Wfe9Kxv6C0+IpQYvZbalg78ND59ZihMiAjlbz9LI0bveWa/tLSUpqamcTNXA+DTTz/l3/7t3/jggw8oLS0lMzOTPXv2MGXKFFavXs3y5csJDQ0d62UKIbpJOBBCiCuV0+nk2LFjbNmyhV27dhEaGsrZs2f53e9+x9KlS8d6eZeF3W537yi0trbidDqZOXMmer1+2Ofs61s72ZPbHRS+Ol1OcoyhT2cgb3rvGESEBjHJpKPNYiW/vI6eeWOgYNDT1FgDnVYbUTotze1dnKmsJ76fYHDu3DkaGhqYPXv2uAkGn332GU8//TQ7d+70mH2iKArHjh0jKyuLnTt3MnHiRN5///1xOVFciGuMhAMhhLgaHDp0iO9973ssW7aML7/8kvDwcFJTU1mxYgURERFjvbxRV1tbS3FxMXFxcTQ0NNDW1oZer8dkMhEWFjbsm86Wji4+OVZC9sEi/nnyXL8BYbCjRLrgAJKiw+myOQgK0LA/fwjBIMZAWX0LHT0mQs+aGMnvHv42MQbPYFBWVkZ9ff24Cgb79+/nySef5IMPPiAuLm7Aa2tqajCZTJdpZUKIAUg4EEJcndavX8+OHTswGo1eh7ft3buX1NRUJk2aBMDq1at57rnnLvcyR8RXX33FI488QkZGBomJiSiKQmFhIenp6Wzfvp3AwEBSUlJISUnBZDJddU9na2trOXv2LPPmzXO3f3U6ndTX12M2m2lpaUGn02EymdDpdMO+ee7osrH3WCm7jxSz91gJbZbum/aLqTFYnBzDiXN1JMfqcToVTpfXeZ3OnByrp6KulfYewSDWEMK7P0sj1uB5BKe8vJza2lrmzJkzboLBoUOHePzxx9m2bRsTJ04c6+UIIYZOwoEQ4uq0b98+tFot69at6zccvPzyy+zYsWMMVjdy9u3bx09+8hO2bt1KfHx8n68rikJJSQkZGRlkZWXh4+PDypUrSUtLIyYm5ooPCmazmZKSEo9g0JvT6aSxsRGz2UxTUxOhoaGYTCb0ev2wb6a7bA4+O3mOD48Uc6aygaMl5kG/x9vUZW/TmZNj9FTUewaD6HAt7z61ivgI78Fg9uzZl2XS9lDk5eXx8MMPk5GRQVJS0lgvRwhxcSQcCCGuXiUlJaxYseKqDQeffvopP/vZz9i+fbvHee7+KIpCRUWFOyhYrVZWrlxJamoqEydOvOKCQk1NDefOnWPu3LlDHhinKApNTU2YzWYaGhoICQnBaDRiMBiGfXNtdzj5Kr+iezpzbrHHsDQXb8GgN1+NmhuSY7E5HJwur3dPZ44K1/Luz9KYEOnZeaqiooKamhrmzJkzboLBiRMn+MEPfsCWLVuYOnXqWC9HCHHxJBwIIa5eg4WDNWvWEBcXR0xMDC+//DIzZ84cg1UO37lz5wgICMBoNF709yqKQk1NDZmZmWRmZtLa2srdd99NamoqSUlJ4z4oDCcY9KYoCi0tLZjNZurr6wkKCsJoNBIREYFGoxnWazqdCgcLq8g5XMTuI8VUN7YNKRgATIkOp6qxnTaLFR+1iuRYAyZdMM/ddzMTjZ7BoLKykurq6nEVDE6fPs33v/993n333Svu/yUhhJuEAyHE1WugcNDS0oJarUar1ZKdnc3GjRspKCgYg1WOD7W1tWzdupXMzExqa2tZvnw5KSkpTJ8+fdwFherqasrLy5k7d+6wb+J7UxSFtrY293Rmf39/TCYTkZGRlxQ+jpfWkn2okJzDRZyr7TsszSUpOpzq88HAxaQL5p2fpZFg1HlcW1lZSVVVFXPnzh03waCgoIAHHniAt99+mzlz5oz1coQQwyfhQAhx9RooHPSWkJDAwYMHr4nOPoNpbGxk27ZtZGZmUlZWxrJly0hLSxsXQ7WqqqqoqKgY0WDgTXt7uzsoaDQa93Tmi5md0NupsrruHYXDRRRUNbp/f3KUDnNzB62dF4KBMSyId362ikkmncdrVFVVUVlZOa6CQUlJCWvXruWNN95g/vz5Y70cIcSlkXAghLh6DRQOqqur3Z17Dhw4wD333ENpaem4e0o+1pqbm9mxYweZmZkUFhZyxx13kJaWxrx58y57UHDdGM+ZM2dUg0FvnZ2d1NTUUFtbi0qlcgeFS5nwW1TVyO4jRRwsqOLI2WpaOi4Eg8jQIN75WRqJUeEe3+PaMZk3b964CQZlZWXcd999/PGPf+T6668f6+UIIS6dhAMhxNVp7dq17N27l7q6OkwmEy+88AI2W3f3l4cffphNmzbx+uuvo9FoCAwM5JVXXuGmm24a41WPb21tbezatYv09HROnTrF0qVLSUtLY9GiRaN+szpejtJYLBb3joLT6SQyMhKTyURgYOCwX7O8roXdR4rJOVxEeV0L//tkGpOjPYNBTU0NZWVlo75jcjEqKyv5zne+w2uvvcaSJUvGejlCiJEh4UAIIcTF6+zs5MMPPyQ9PZ0jR45w8803k5aWxo033jjiN68VFRVUV1ePeTDozWq1YjabMZvN2O12IiIiMJlMBAcHD/s17Q4nGh/PHRlX8fW8efPGTTCorq7mnnvu4ZVXXrlmpnELcY2QcCCEEOLSdHV18dFHH5Gens6BAwe48cYbSU1N5eabbx52Ma9LeXk5ZrN5XHXl8cZms1FbW4vZbMZisbiDglarvaSjamazmdLS0nEVDMxmM2vWrOG//uu/uPPOO8d6OUKIkSXhQAghxMix2Wzs3buXjIwM/vnPf7Jo0SJSU1NZunQp/v7+F/VaV0ow6M1ut1NXV4fZbKajowODwYDRaCQ0NPSigoIrGFxKu9aRVl9fz5o1a3j++edZvnz5iL1uTk4OGzduxOFwsGHDBp5++mmPr2/evJmnnnqK2NhYAB577DE2bNgwYu8vhHCTcCCEEGJ02O12PvvsM9LT09m7dy+zZ88mLS2N22+/fdAz+mVlZdTV1Y2ryb/D4XA4qK+vx2w209raSnh4OCaTCZ1ON2BQqK2t5ezZswNOfr7cmpqaWL16NT//+c9JSUkZsdd1OBwkJyezZ88e4uLiWLRoEe+++y4zZsxwX7N582YOHjzIpk2bRux9hRBe9fsX0/jYuxRCCHHF0mg0LF26lKVLl+JwOPjyyy/JyMjgP/7jP5g2bRppaWncddddfc7ov/jiiyiKwjPPPDPmrVMvlY+Pj7u7kdPppKGhgaqqKk6fPk1YWBgmk4nw8HCPzzkeg0FLSwv33nsvTz311IgGA4ADBw6QlJREYmIiAPfffz/btm3zCAdCiLEn4UAIIcSI8fHxYcmSJSxZsgSn08mhQ4fYsmUL//3f/01iYiKpqal861vf4je/+Q1ffPEFWVlZV3ww6E2tVhMREUFERAROp5OmpibMZjNnzpwhNDQUo9GIoiiUlJSMq6NEbW1t3HvvvTz66KOsWbNmxF+/oqKC+Ph496/j4uLYv39/n+syMjLYt28fycnJ/PrXv/b4HiHE6Lu6/kYWQggxbqjVahYtWsR///d/c+TIEf793/+dgoICFi9ezAcffMD999+PxWIZ62WOKrVajV6vZ9q0adxwww3ExsZSWVnJsWPH8Pf3p7GxEYfDMdbLpL29nfvvv58NGzawdu3aMVvHypUrKSkp4ejRo9x55508+OCDY7YWIa5VEg6EEEKMOrVazdy5cwkLC+P666/nf//3fzGbzaSmprJq1So2b95MXV3dWC9zVKlUKhwOBxaLhSVLljBp0iRaW1v5+uuvycvLo6qqCrvdftnX1dnZyXe/+12++93vsm7dulF7n9jYWMrKyty/Li8vdxceuxgMBndB+4YNGzh06NCorUcI4Z0UJAshxBgpKytj3bp11NTUoFKp+NGPfsTGjRs9rlEUhY0bN5KdnU1QUBCbN29m/vz5Y7TiS/PSSy+Rl5fH22+/7T5KoygKBQUFpKens337doKCgkhNTWXlypXuydZXi4aGBgoKCpg3bx5+fn7u31cUhfb2dmpqaqirq8PPzw+j0UhkZKTHdaOhq6uL7373u6xcuZJHHnlkVH/edrud5ORkPvroI2JjY1m0aBHvvPMOM2fOdF9TVVVFdHQ0AFlZWfzqV7/iq6++GrU1CXENk25FQggx3lRVVVFVVcX8+fNpbW1lwYIFbN261aNAMzs7m9dee43s7Gz279/Pxo0bvZ7THu/+8z//k1OnTvHmm2/228dfURTOnj1LRkYGW7duRaPRsHLlStLS0oiOjr6ig0JDQwNnzpxh3rx5g7Z6bW9vd09n7lnofLEtYgdjtVpZt24dt912Gxs3brwsP9/s7GyeeOIJHA4H69ev59lnn+W5555j4cKFpKSk8Mwzz7B9+3Y0Gg16vZ7XX3+dadOmjfq6hLgGSTgQQojxLjU1lccee8xj4NRDDz3E0qVL3efAp06dyt69e91PV68E6enpbNu2jc2bNw+5XamiKJSXl5ORkUFWVhZ2u52VK1eSmprKhAkTrqig0NjYSH5+/pCCQW+dnZ3uoAC4dxQGaxE7GJvNxvr161m8eDFPPfXUFfXzFEKMCAkHQggxnpWUlHDLLbdw/PhxQkND3b+/YsUKnn76aZYsWQLA7bffzq9+9SsWLlw4Vku9aDabDbVaPew5BoqiUF1dTWZmJllZWbS1tXH33XeTmprK5MmTx/WNbVNTE6dPn2bu3LkEBARc0mt1dXVhNpsxm804HA4iIyMxmUwEBQVd1OvY7XZ++MMfMmvWLJ599tlx/fMTQowamXMghBDjVVtbG2vWrOHVV1/1CAZXi0tt1alSqYiOjubRRx/l0Ucfpba2lqysLP7P//k/1NfXs3z5clJSUpg2bdq4utEdyWAA4O/vT3x8PPHx8VitVmpra8nPz8dqtRIREYHJZCI4OHjAn4HD4eDRRx8lOTlZgoEQwivZORBCiDFks9lYsWIFy5Yt48knn+zz9avhWNFoamhoYNu2bWRmZlJRUcFdd93FqlWrmDlz5pjOT2hububUqVMjFgwGYrPZqKurw2w209nZSUREBEajEa1W6/EzcDqdbNy4kYiICF566aWrbr6EEOKiyLEiIYQYbxRF4cEHH0Sv1/Pqq696vWbnzp1s2rTJXZD84x//mAMHDlzehV4hmpub+eCDD8jMzKSoqIg777yTtLQ05s6de1lvhF3BYM6cOZdcG3CxHA4HdXV1nD59mscff5ybbrqJe+65h29+85v867/+KwEBAbzyyisSDIQQEg6EEGK8+eyzz7j55puZNWuW+2btxRdf5Ny5cwA8/PDDKIrCY489Rk5ODkFBQbzxxhtXVL3BWGlrayM7O5v09HROnTrFbbfdRmpqKosWLRp27cNQtLS0cPLkyTEJBr21t7e7w1JeXh46nY7f/OY3fPOb3xzVn4EQ4oog4UAIIcS1qbOzk927d5Oenk5ubi633HILqamp3Hjjjf22VR2O8RQMXJxOJy+88AL19fXcd999ZGVl8cUXX3DDDTewZs0abr311lGfpSCEGJckHAghhBBdXV384x//ID09na+//pobb7yRtLQ0lixZckmF062trZw4cYLZs2dfdPeg0aIoCi+++CJlZWW88cYb7t0Ch8PB559/TkZGBp988gnz5s3jxz/+MQsWLBjjFQshLiMJB0IIIURPNpuNTz75hIyMDD7//HMWLVpEamoqS5cuvain6eM1GLz88sucPn2at99+u98dEqfTyddff01QUBCzZs26zKsUQowhCQdCCCFEf+x2O5999hlbtmzh008/Zc6cOaSlpXH77bcP2G2ooaGB/Px8Zs+eTXBw8GVccf8UReF//ud/OHToEO++++4lt5IVQlyVJBwIIYQQQ+FwOPjiiy/IyMjgo48+Yvr06aSlpXHnnXd6BIBDhw7x0EMPsWfPHsLDw8dwxRcoisLvf/979u3bx5YtW6SeQAjRHwkHQgghxMVyOp0cPHiQLVu28OGHHzJ58mRSUlKIj4/noYceYvPmzcyfP3+slwl0B4O//OUv5OTkkJWVhb+//1gvSQgxfkk4EEIIIS6F0+kkLy+P3//+97z//vssWbKElJQU7r77bnQ63Vgvj7feeovMzEy2bds2brolCSHGrX7DgUxBEUIIMSxlZWXceuutzJgxg5kzZ/Kb3/ymzzV79+4lLCyMuXPnMnfuXH75y1+OwUpHhlqtRqvVsn//fj799FNeeuklKioqSElJYfXq1bz55pvU19ePydreffdd3n//fbZu3SrBQAhxSWTnQAghxLBUVVVRVVXF/PnzaW1tZcGCBWzdupUZM2a4r9m7dy8vv/wyO3bsGMOVjoyioiLWrFnDm2++yZw5c9y/rygKZ86cIT09nQ8++IDg4GBSU1NZuXIlRqMRlarfB3QjIj09nb/85S/s3LkTrVY7qu8lhLhqyM6BEEKIkRUdHe0+bx8SEsL06dOpqKgY41WNjuLiYu655x42b97sEQwAVCoVU6dO5dlnn+XLL7/kj3/8IxaLhe9973vcfffdvP7661RWVjLIw7hh2b59O3/84x/Zvn27BAMhxIiQnQMhhBCXrKSkhFtuuYXjx48TGhrq/v29e/eyZs0a4uLiiImJ4eWXX2bmzJljuNLhWb16Nb/4xS8uqvhYURTKysrIyMggKysLh8PBypUrSUtLIz4+/pJ3FHbt2sXLL7/Mzp070ev1l/RaQohrjhQkCyGEGB1tbW1885vf5Nlnn2X16tUeX2tpaXGf1c/Ozmbjxo0UFBSM0UqHT1GUS7qZVxSFqqoqMjMzycrKor29nbvvvpvU1FQmT5580a+9Z88e/u///b9kZ2cTEREx7HUJIa5ZEg6EEEKMPJvNxooVK1i2bBlPPvnkoNcnJCRw8ODBa/6G1mw2k5WVRWZmJg0NDSxfvpzU1FSmTp06aFDYu3cvzz33HNnZ2RiNxsu0YiHEVUbCgRBCiJGlKAoPPvgger2eV1991es11dXVmEwmVCoVBw4c4J577qG0tHTUi3SvJA0NDWzbto2MjAwqKytZtmwZq1atYsaMGajVnqWBn332GU8//TQ7d+4kOjp6jFYshLgKSDgQQggxsj777DNuvvlmZs2a5b6JffHFFzl37hwADz/8MJs2beL1119Ho9EQGBjIK6+8wk033TSWyx7Xmpqa+OCDD8jMzOTs2bPceeedpKWlMWfOHA4cOMBPf/pTPvjgA+Li4kbsPXNycti4cSMOh4MNGzbw9NNPe3y9q6uLdevWcejQIQwGA3//+99JSEgYsfcXQowJCQdCCCHElaS1tZXs7GzS09M5evQoFouFffv2MXHixBF7D4fDQXJyMnv27CEuLo5Fixbx7rvverSj/d3vfsfRo0f5/e9/z3vvvUdWVhZ///vfR2wNQogxIeFACCGEuFK1tLRQUFDAggULRvR1v/zyS55//nl2794NwEsvvQTAM888475m2bJlPP/889x4443Y7XaioqKora2Vo2FCXNlkzoEQQghxpQoNDR3xYABQUVFBfHy8+9dxcXF9ZlX0vEaj0RAWFjZmk6CFEKNPwoEQQgghhBACkHAghBBCXLNiY2MpKytz/7q8vJzY2Nh+r7Hb7TQ3N2MwGC7rOoUQl4+EAyGEEOIatWjRIgoKCjh79ixWq5X33nuPlJQUj2tSUlJ48803AUhPT+e2226TegMhrmKasV6AEEIIIcaGRqNh06ZNLFu2DIfDwfr165k5cybPPfccCxcuJCUlhR/84Ac88MADJCUlodfree+998Z62UKIUSTdioQQQgghhLi2SLciIYQQojeLxcL111/PnDlzmDlzJv/+7//e55quri7uu+8+kpKSWLx4MSUlJZd/oUIIcZlIOBBCCHHN8vf35+OPPyYvL4/c3FxycnL46quvPK75y1/+Qnh4OIWFhfzkJz/hX//1X8dotUIIMfokHAghhLhmqVQqtFotADabDZvN1qfYdtu2bTz44IMA3HPPPXz00UcMciRXCCGuWBIOhBBCXNMcDgdz587FaDRy5513snjxYo+vyxAwIcS1RMKBEEKIa5qPjw+5ubmUl5dz4MABjh8/PtZLEkKIMSPhQAghhAB0Oh233norOTk5Hr8vQ8CEENcSCQdCCCGuWbW1tTQ1NQHQ2dnJnj17mDZtmsc1MgRMCHEtkSFoQgghrllVVVU8+OCDOBwOnE4n9957LytWrJAhYEKIa5YMQRNCCCGEEOLaIkPQhBBCCCGEEAOTcCCEEEIIIYQAJBwIIYQQQgghzpNwIIQQQgghhAAkHAghhBBCCCHOk3AghBBCCCGEACQcCCGEEEIIIc6TcCCEEEIIIYQAJBwIIYQQQgghzpNwIIQQQgghhAAkHAghhBBCCCHOk3AghBBCCCGEACQcCCGEEEIIIc6TcCCEEEIIIYQAJBwIIYQQQgghzpNwIIQQQgghhAAkHAghhBBCCCHOk3AghBBCCCGEACQcCCGEEEIIIc6TcCCEEEIIIYQAJBwIIYQQQgghzpNwIIQQQgghhAAkHAghhBBCCCHOk3AghBBCCCGEACQcCCGEEEIIIc6TcCCEEEIIIYQAJBwIIYQQQgghzpNwIIQQQgghhAAkHAghhBBCCCHOk3AghBBCCCGEACQcCCGEEEIIIc6TcCCEEEIIIYQAQDPI11WXZRVCCCGEEEKIMSc7B0IIIYQQQghAwoEQQgghhBDiPAkHQgghhBBCCEDCgRBCCCGEEOI8CQdCCCGEEEIIQMKBEEIIIYQQ4rz/H17aKF7KgqSyAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Fonte: https://stackoverflow.com/questions/48465683/visualizing-a-multivariate-normal-distribution-with-numpy-and-matplotlib-in-3-di\n", "\n", "from mpl_toolkits import mplot3d\n", "import matplotlib.pyplot as plt\n", "from scipy.stats import multivariate_normal\n", "\n", "x = np.linspace(-1, 3, 100)\n", "y = np.linspace(0, 4, 100)\n", "\n", "X, Y = np.meshgrid(x, y)\n", "pos = np.dstack((X, Y))\n", "\n", "mu = np.array([1, 2])\n", "cov = np.array([[.5, .25],[.25, .5]])\n", "\n", "rv = multivariate_normal(mu, cov)\n", "\n", "Z = rv.pdf(pos)\n", "\n", "fig = plt.figure(figsize=(20,14))\n", "ax = fig.add_subplot(111, projection='3d')\n", "ax.plot_surface(X, Y, Z)\n", "fig.show()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Fonte: https://stackoverflow.com/questions/38698277/plot-normal-distribution-in-3d , adaptado\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.stats import multivariate_normal\n", "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "#Parameters to set\n", "mu_x = 0\n", "variance_x = 3\n", "\n", "mu_y = 0\n", "variance_y = 15\n", "\n", "covariance_xy = 5\n", "\n", "#Create grid and multivariate normal\n", "x = np.linspace(-10,10,500)\n", "y = np.linspace(-10,10,500)\n", "X, Y = np.meshgrid(x,y)\n", "pos = np.empty(X.shape + (2,))\n", "pos[:, :, 0] = X; pos[:, :, 1] = Y\n", "rv = multivariate_normal([mu_x, mu_y], [[variance_x, covariance_xy], [covariance_xy, variance_y]])\n", "\n", "#Make a 3D plot\n", "fig = plt.figure(figsize=(20,14))\n", "ax = fig.gca(projection='3d')\n", "ax.plot_surface(X, Y, rv.pdf(pos),cmap='viridis',linewidth=0)\n", "ax.set_xlabel('X axis')\n", "ax.set_ylabel('Y axis')\n", "ax.set_zlabel('Z axis')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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q8K1f3A69v3bSnqOhpRd//NcBfOrr/8Hf/nMUF2s6vN/kgdFkwesflOBzT76O7fsvQBA8B6wTKSiYA0/GJoLP6xl9fX343Oc+h7/85S/49a9/PTwuCAKeffZZfO1rX8Ntt90GAHj22WeRlZWFLVu24OGHH8bFixexa9cubN++HfPmzQMA/P73v8eGDRtQVVWFrCxu3cYYY6Nhtznw+x++h77eQTL+5f/ZiNjEMA93ja+Gll68/M4pHDlVC1/iw/AQf4SF6CE47dBodTD0D6GzxyibDTWaLPjziwdxoqwBTzyyHIH+ugn4BJ4FBPmRa9PA1GZgGbte+Bx4Xg4sly1bRgLP+vp6tLe3Y9WqVcNjer0eixYtwvHjx/Hwww+juLgYgYGBmD9//vCcBQsWICAgAMePH+fAkzHGRumVZ/ejsryFjN318CLMWpQx4e/d2zeIl94+hZ0HL8I5QsSZkx6NOUVJKMyJQ0ZyBPz1H2dh3RMOFqsdF2s6cOx0PfYcrcKAyUJe49iZenz7l1vx069vQGRYwMR9KJGAQBroDpqsk/bejF3PfAo8X3zxRdTU1ODvf/+75M/a29sBAFFRUWQ8KioKra2tAICOjg5ERERA4VafQqFQIDIyEh0dY1+SYYyxG9HxfRex7Y1TZGz6vFRs/vTEHiZyOJ3YtrcCL711EqYh+UAsOiIQ65flYtWiLERHeK8dqtOqUZQbj6LceDy4eQ7e23UOr249A4vVPjynvrkX3/nVVvzmyVsRHuo/bp9nJHpR4Gke5MCTsfHgNfCsqqrCT3/6U2zfvh0azeSWvKiqqprU92NTj3/mNx7+mY9Od4cJz/x8LxkLidBj4yfzUF19acLet63LhP+8fwENrfLF1BNjArFmYTKKcqKgVCrQ19OKvh7Pr+fp5z4zOwBJn5mNF985h8Y2o+v9OwfwnV+9g698cib8dBN/6t1oNJDr1pYO/t/qFeLv78bgbRXb63+9xcXF6O7uxoIFC4bHHA4Hjhw5gn/+8584duwYAKCzsxNJSUnDczo7OxEdHQ0AiI6ORnd3NwRBGM56CoKArq6u4TljeXh2feH9vjce/pmPjtVix3O/fAUWsysbqFIr8e1fbEZmXtyEvKfTKeCdj87ixbdOwW53Sv48ISYED901F4tmpZJVrZF4+7lnAZg9Mw//99c9OHqmfni8pcOEbYda8e3HVvr8XmPVUDEIoHz4Wu8XwP9bvQL83zq7zOup9o0bN+LIkSM4ePDg8P/NnDkTmzdvxsGDB5GZmYmYmBjs3ev6DdxsNuPo0aPDezrnzZsHo9GI4uLi4TnFxcUwmUxk3ydjjDHPXn5mn6RI/Ke+uHLCgs7uXhN+8LtteP7145KgU++nwWfvW4Bn/vcuLJ6dNu6BoFajxncfX4O5RUlk/EBxNT46eHFc30v2/UVF7a0Wu4eZjLHR8JrxDA0NRWhoKBnz9/dHWFgY8vLyAACPP/44nnrqKWRlZSEzMxO//e1vERAQgLvuugsAkJOTgzVr1uCJJ57AH/7wBwDAE088gfXr1/NvQIwx5oPiA5XY8dYZMjZveRZu2jxzQt7vzLlm/Obve9Anc5p74axUPP7AIkRM8GEftVqJ7z6+Gt/8+XuobXKt2z/32jHMKUya0PfXaFTk2mrlwJOx8TAuvdq/+tWv4vHHH8e3vvUtrFy5Em1tbXjrrbcQFOTq8vDcc8+hoKAAmzdvxubNm1FQUIC//e1v4/H2jDF2Xetq78dff7mdjEXHheDx724Y90yjIAh4/YMS/M9T2yRBZ2CADt/5/Cp8/4trJjzovMxPp8GTX1gNndaVJxkcsuGfbxyf0PfVaGng6bBxr3bGxsOYdmh/8MEH5FqhUODJJ5/Ek08+6fGe0NBQ2VPxjDHGPHPYnfjTT96HyegqM6RSK/HVn9wC/8DxrW1pttjw++f349DJWsmfFeXG4RufWzmpJY0uS4gNxUOb5+Lv/z06PLbvWDVuX1uIrLSoEe4cO5WaBp5y+1sZY6M3LhlPxhhjE+PNF47g4tlmMnb/Y8uQOW1893V29Zrw7V+9Lwk6FQrggdtn42ffvHlKgs7LNq3KQ1pSOBl75d1THmZfOaWKZpKdDg48GRsPHHgyxthVqqK0CW+9dIyMzViQho33zhnX96lt7MbXf/Yuquu7yHhQgA7/+/UNuP/WWVApp/afC5VKiYfvnkfGTpQ1oraxe0LeTyn6vCP1mmeM+Y4DT8YYuwqZBsz4y/9+AMEt4AkND8AXvje++zpLK5rxrV9uRXeviYynJobjDz+8HTPzE8ftva7UrPxE5GbQEnzv7iz3MPvKTHC1JsZuWBx4MsbYVUYQBDz3u53oau8n41/4/gaEjONy96GTNfjh77djyGwj4/OmJ+M3T96C2KjgcXuv8aBQKHDXhulk7EBxNYyDFg93jJ0vvecZY6PHgSdjjF1lDu2swJHdF8jYxnvnYPq8tHF7j48OXsSvn90jOTSzaXUefvDltcN91a8282YkIyrcFXxbrA4cLK4Z/zcSR56cAWVsXHDgyRhjV5HOtj48/9ROMpaSGYVPPLp03N7jvV3l+OO/DsApCq4evnsePn//oinfzzkSlVKJtUtyyNj+49Xj/j7i70ap5MiTsfFw9f7twhhjNxinU8Azv/gQQybr8JhGq8aXf7gJGu349Cd/a3sZ/vafo2RMqVTgiUeW464N0ye8FeV4WLkwk1yXV7ait29wXN/D6RAHnvzPJWPjgf9LYoyxq8S210/i/JlGMvbA48uQlBY5Lq//5vYyPP86LbyuVivxvS+uwZrF2ePyHpMhPiYE6ckRw9eCABSXNozrezjstGC8Ws3/XDI2Hvi/JMYYuwo01nbh1X8cJGNFc1Ow/s5Z4/L6b390Fv8UBZ1ajQo/+sp6LJyZOi7vMZkWzkol1yfPNspPHCO7qFORStRCkzE2Nhx4MsbYFLPbHXj6Z9tgs7qCnYAgPzz+5IZx2Vu4be95PPcqrQeq06rx46+tx6yCq6dc0mjMLUwi16UVLXA4x6/Iu00UeIp7tzPGxoYDT8YYm2Jv//sYaivbydgjX1+D8KigK37tPUeq8PRLh8mYTqvCj766HtOnJVzx60+VjJRIBAW4WoaaBq2oa+wZt9d3/yUAwLjtsWXsRseBJ2OMTaGai+14+980G7lgZQ4Wrc694tc+eqYOv//nfjKmUavww6+sx/Rp8Vf8+lNJqVSgIDuWjJ2/1O5h9uhZRLVNtToOPBkbDxx4MsbYFLHbHHj2F9vgcOsDHhLuj0e+vuaKT5efvdiKXz+7h7R6VKuU+P6X1mBG3rWb6XQ3LYsGnheqJy7w1Plx4MnYeODAkzHGpsibLx5FQw3tj/65b65DcKj/Fb1ubWM3fvqnHbC5ncxWKhT45qMrMbco+Ype+2qSkx5FrqtquzzMHD1p4KkZt9dm7EbGgSdjjE2BmovteOdlusS+dH0e5i7NuqLX7eg24ke/347BIRo4femhJVg6N/2KXvtqk5EcSXqqt3T0Sdp/jpV50Equ/a7STk6MXWs48GSMsUl2eYndvUh5WEQAPv3V1Vf0usZBC370+w/RbaDF1B/aPBfrl135ntGrjd5Pg/jokOFrQQDqm3vH5bWHBmkAqw/gwJOx8cCBJ2OMTbK3Xz4mXWL/1joEBvmN+TVtdgd+8fQuNLQYyPgtq/Nx983Tx/y6V7uUxDBy3dgyXoGnhVzr/TnwZGw8cODJGGOTqKGmU3KKfem6PMxenOnhDu8EQcDT/z6E0ooWMr54dho+94kF10QbzLFKigsl183tfePyuoNGGnj6u5VuYoyNHQeejDE2SZwOJ/72qx1w2N1OsYf546GvrLqi131zexl2HqokY7kZ0fjG51ZAdZ33GI+PCSHXLe394/K6JnHgGciBJ2PjgetDMMbYJNn2xilcqmglY595Yg2CQvRjfs1jZ+rxwpZiMhYbFYQffnkddBNU9LxrYBBlje2obu9Bq8EIg8kMm8MBnUaNiEA9UiJDUZQcg2nxkRMe+MZFBZPrtq6BcXld04CZXAdcwTYIxpgLB56MMTYJOloMeP152kFo7rIsLFiZM+bXrGvqwW//vheC64wSAvy1+PHXbkJI8NiDWTkN3X34qKwaBy7Wo6bDt32UEYF63Dw9C/csyEdYwPg+z2UxkYHkurN7fAJPYz8NPK9k/y1jzIUDT8YYm2CCIOAfv/2I1IYMCNThkSfWjPk1+41m/PRPH2HI4npNpVKBJx9fI9n3OFZOQcCRyka8cfwcTtW1er9BpNs4hJcOl+GN4vN4eNkM3LuwAOpxzoCGhfpDqVQMF8rvN1pgsdqvKNvrdAowijKegcEceDI2HjjwZIyxCXZwx3mUnagnYw98YQXCRNk6XzkcTvz6r3vQLlpWfuwTCzEz/8q7EgmCgMOVjfjHvlOobr/yU+Jmmx3P7j6JQ5UN+NndV7afVUylVCIsWE9KSPUYBhEXHTzCXSMbNFkguHV88tNruFc7Y+OE/0tijLEJ1G8YxL//speM5c9KxqpNhWN+zRffPIGS881k7Kbludi4Km/Mr3lZVVs3/rj9OEoa2jzOUSkUyI2PREFiNFKjQhEZ5A+tWoUhqx0tvQMob+rA0UuNGLLayX1nGzvw6PNb8fWl03BlZfKpsBB/Enga+oeuKPDs76V1UK+0kxRjzIUDT8YYm0AvP70PA31Dw9carQqf/cbaMZc4OniiBm9uLyNjeZkx+PwDi66obJLZZsc/9p7CG8fPw+m+adRNYVI0Ns7IxrLcFATrPZ/yvgf5GLLasPVMJV44UIL+IdcJ8fY+E/5vz1n8IzMD0cEBY35ed6Gi/ax9omXy0eo3cODJ2EThwJMxxiZI+ekG7N9+joxtfmgR4pPDx/R6DS29+MM/95OxiFB/PPnFNdCoVWN+zrKGdvz83QNo7pUezFEAWJWfhk8uLkJWbITPr6nXanDP/HysyU/H/76zHydqXDVGuwct+N7ru/H0p2+GTn3l/wwFi0odDRivLPDsE2c8wzjwZGy8XN8F3hhjbIrYrHY8/7udZCwxNQK3fGLumF5vyGzDL57eBbPFtXytVinxvS+uQXjI2AIju9OJ5/edxpde3CYbdM7PSMALj92On2xeOaqg0114oB6/uX8d1hdlkPELLV14dtfJMb2mWKCouLtR1HVotPp6TOQ6hANPxsYNZzwZY2wCvPPKcbQ09JCxz31rHdSa0WcmBUHAn188iMZWAxl/7P6FyM2IGdPzdRsH8eM39+FMvXQvZ0xIAJ64aSGW5CSP6bXF1Eolnrx1KYxmKw5XNg6Pbyk+j5V5qZieHHtFr++vp+0sTUM2DzN9Y+imgWdo+PhsCWCMccaTMcbGXVtTL959+TgZW31rEXKLEsf0etv2VWD/8Wr6eouysGHFtDG9XnlTBz7z93dlg847507DS5+/c9yCzsvUSiV+cPsyxIcFkfGnPjwKh9Pp4S7f+PtpyPWQ2XpFr9crCjzDIjnwZGy8cODJGGPjSBAEPP/ULtisjuGx4FB/3P/55WN6ver6Lvz9v0fJWGpiOL7wqSVjOky0vewSvvziNnQbh8h4eIAev7t/Hb6+YSH8dRoPd1+ZID8dvrtpCRmrbu/FrvKaK3pdP1Hg6b4dYSwM3UZyHRoxtrJXjDEpDjwZY2wcHdtXibITdWTswS+tGFPnm8EhK3717G7Y3Xq763UaPPn4avjpRrdTShAEPLf3NH72zgHYHDTDODs1Di88djvmZ44tIzsas9LisCAlioz9+1Cpx5P0vtBq6Hdhszk8zPRNTxcNPMdab5UxJsWBJ2OMjZOhQSte/NMeMpY/KxlL1o2+vqYgCHj6pcNo6egn41/+9FIkjrIzkd3hxM/fPYgXDpZI/uz+RYV46pPrER44MS0t5dxemAKVW7a2vqsPR6saR7hjZFrRvlnrFQaevaLAM5wDT8bGDQeejDE2Trb86zAJWlRqJT7zxJoxLYnvPlKFfccukbENK3KxfH6GhzvkmW12PPnaLmwvo6+lVanwwzuW4wtr5kI1zm0svYkJ0mN1QToZe/fUxTG/nlpFn99uH3vgabc5SDklhQIIjeA9noyNFw48GWNsHDTUdGLbG6fI2KZ75yIxdfRliJrb+/Dsy4fJWEpCGD5338JRvY7JYsU3X/kIRy81kfEQvQ5/enAD1hWOLogdT3fNo1ng45ea0CPad+orlSjwdDjHvmwvXmYPCQuA+gpqpDLGKA48GWPsCgmCgH/9YTecDlfAExEdhDsfWjDq17LZHfjN3/aQAzI6rQrf/fxq6EbRL3zAbMETL++QtL6MDwvC3x65BQVJ0aN+tvE0LT4S6dFhw9cOQcDe87Vjei2lkmaUnVcQeHZ30HqmETFBHmYyxsaCA0/GGLtCR3ZfwPkzdI/iQ19ZBT9RfUlfvPLOKVTVdZGxRz+xCMkJYR7ukLocdJ5v7iTjGTFhePbhjUgMH3sf8/GiUCiwVrTcfuBC/RQ9jUtXWx+5jryCnu+MMSkOPBlj7AqYB6146el9ZKxobirmLcsa9WudvdiKLR+WkrFFs1OxflmOz69hsljx9Zd34EILDV7zEqLw5wdvRkTg1dOFZ2VeGrkubWjHoOXKir8D+LjP5xh1ttPDXJGc8WRsXHHgyRhjV+Ctfx+THCh6+GurR32gyDRoxe+e2wf3qkIRYQH48kNLfX6tIasN33zlI1SIgs6ipBj8/pPrEazXebhzaiSGB5Psq93pxJn61lG/jiAqxXQFcSe62kSBZ2zIFbwaY0yMA0/GGBuj1sZevP/aCTK26d65iE8OH/Vr/fWVw+gUFS7/+iPLERzoW/1Pq92B772+G2ebOsh4UVIMfvvAOgToRr/sPxnmpseT6zN10m5K3jhEdUnFh41Go6OVLrVHxfJSO2PjiQNPxhgboxf/tAcOt+LuYZGBuPPB0R8oOnyyFnuO0nJHd6wrxIy8BJ/udzid+Onb+3GipoWMFyRG47f3r4O/dmI6EY2HGSm0T/s5UeDsC0ngeQXlocSBZ3QcZzwZG08ceDLG2BicOVqDM8doq8dPfXEF/PxHl1ns7RvEX/59iIylJIThwc1zfLpfEAT8/sNj2FdRR8azYyM+DjonqP3leClKiiHXF1u7YXeMrne7uBOTRjO2f9qcDqdkqT06PnRMr8UYk8eBJ2OMjZLd5sCLf6YdinKLErBode6oXkcQBPzl34fQbzQPj6lVSnzjcyslbSA9efFgKd45dYGMJUeE4HcPrEOg39W5vO4uKjgAEW5dk6wOB+q7DKN6DauVFozXjLHuZnfnAMmeBoXooR/lLxKMsZFx4MkYY6P04Zun0drYO3ytUACf/uroDxTtPXoJx87QEkIP3D4bGcm+FZ3fXnYJz+07TcaigwPw1CfXIyxg8lpgXqmsWPp5qzt6PcyUZ7XaybWvQbtYe7OBXMckhI7pdRhjnnHgyRhjo9DfO4i3XjxKxlZtKkJadoyHO+R195rw1/8cIWM56dHYfFORT/efqWvFr96jS/SBflr87oF1iA25tnqLp0WFkuvRZjzNosDTTzdOgScvszM27jjwZIyxUXjt+UMYNFqGr/UBWtz3uaWjeg1BEPCXlw7BNGgdHtNqVPj6I8t9OpHd0N2H772+G3ana1lYo1Li1/euQVqU74XmrxYpkaHkurG7X36iB2ZR7c+xBp5tosAzljOejI07DjwZY8xHDdWd2L21jIxt/vQiBIeNrij73mOXUFzSQMY+dcccJMaFer23f8iC77y6EwNmKxn//m3LMF10QvxaIe6k1GIY8DBT3pCZBp56v7EdqGptokv8MYmhY3odxphnY/u1kDHGbjCCIODFP++B4NYHPC4xDBs2zxrV6/T2DeLv/6FL9dMyY3DbugKv99qdTvz4zX2SjOCjK2djjaj95FjZHA5c7OlGtcGA9kEThuw2qJVKROn9kREahsKoaGhVYzu840lcKN0a0GYwepgpb3CIBp7+Y2hVCgBtosAzLmn09VgZYyPjwJMxxnxw+kgNyk/RLOUnv7gCas3ogrC/vnIEAybXUr1GrcLXHl7mU+3JZ3edQHFNMxlbX5SBTy3xbV+oJ0N2O/bU12JnfS2Ot7bAbLd7nKtXq7E2JQ0P5BUgO9y3Q1DeRAT5Q6lQwPn/OxAZBs2w2O3QqX37J8o0RLO/Ywk8nQ6nJPCMT7r2ti0wdrXjwJMxxryw2x14+Zl9ZKxgdjJmL84Y1escOVWLQydrydgn75jt0xL7R2er8dqxc/QZEqPx7U2LR32a/rLOwUG8cv4s3qq6iAGr1fsN+DhIfa+6Clurq3Bndi6+NnseArVXVnJIrVQiPFCProHB4bHugSHEh/nWJ904aCHXgf6jbw3a1d4Pm1tZpqAQPQKDr53KAIxdKzjwZIwxL3a9W4qWhp7ha4UC+NSXVo4q4DMOWvDsy/QUe2ZKJO5YV+j13qq2bvx6Kz3BHhXkj5/fs8rnrKC7AasF/zxbiv9WnIPF4fB+gwwBwJuVF3C6vRW/X7UOKcFX1uFHHHj2mkYReJpo4BkUOPrAs6VRvMzO2U7GJgIHnowxNgLTgBlb/kUDxpUbi5CaGT2q1/nXG8Xo6XMFViqVAl99eJnXU+z9QxZ8/409sNhdAaJWpcIv7lmNiMDRHWoSBAHbai7hdyePo9ds9jgvUu+PoqgoJAeHIFCrhdXhQGN/P060taBraIjMre3rw2e3v4/nb9qE5CsIPkP1tCd9nyiLOZIBozjjOfoMrPsvFgAQn8z7OxmbCBx4MsbYCN5+6RgG+lzBlk6vwb2fXTyq1zhX2Ybt+2l3oc03TUe6l0LxTkHAz989gJZeesr7GxsXYlpC1KieocNkwk+OHsSR5ibZPw/V+eHWzCzcnJ6J7LBw2Wyuw+nEgaYG/PHUCdT3u3qadw0N4Qs7t+OVTbchROcnuc8XQaJ9mUaLb0v/giCQzk8AEBw4+mdoru8m1xx4MjYxOPBkjDEPOlr78OEW2hnotvvnITTC9wLtNpsDf37xIBlLiAnBJ26d6fXe/xw5i8OVjWTs9tm52Dgj2+f3B4C9DXX48eGD6LdKs4hRen88UjQDt2Vmw8/Lsr1KqcTK5FQsjE/ET48cxIe11cN/1mwcwE+PHMRvV6wZ055TcXtPo9m3wNNsscNqc2WD1WrlmMopNdfRwDMxdXwOTjHGKA48GWPMg1f/cRB2t6AmPCoQm+6bO6rXeHN7KRpbDWTsy59e6rWtY2lDG/6x5xQZmxYfia+sn+/ze9ucTvzpVDFePl8u+TOtUoWHC4vwUMF06Ee5T9RPrcbPlq6ASqnE+9VVw+N7GuqxvbYGG9JHd+gKAPy1NFgctNo8zKQM/XTpPzRIP6bAt0kUeCakcODJ2ETgwJMxxmTUXGzH4Z0VZOyeR5ZAN4psWkt7H17dWkLG1i3NQWFO3Ij39Q2a8eM398EhuGqGBut1+N+7VkGr9q18U6/ZjG/v342Tba2SP5sVE4sfLVp6RXsylQoFfrhwCWoNBpzr7hwe/9PpYqxMTvGaPRXzEwXiFpvnkk7u+gZEgecYTqL39ZrIdgqNVo3ouCs7LMUYk8edixhjTEQQBEn5pOSMKCy/KX9Ur/HMy4dhczsUFBLkh8/cPc/rfT9/9yA63U54A8APbluG2FDflvjr+gx4aNt7kqBTrVDga7Pn4R/rN15R0HmZRqXCz5Yuh8atBmmbyYS3Ki+McJc8cUDtfphqJD0G+j2Fhow+8GysFWc7w6H0oXUpY2z0+L8sxhgTKTlei3OnabH4Bx5fPqpg5EBxDc6co8XeP3vfAgR5Ofiypfg8jlTRfZ33LyrEouwkn963pKMdn/5wKxoHaHej2IAAPL/hFjxUUATlGOt+ykkNCcW9uXlk7N/nzpI+8r7QiLoh2R2+3d/TRzOe4SGjO+kPAI01XeQ6KS1y1K/BGPMNB56MMebG6XDiP389QMaK5qZgxvw0n19jcMiK5149RsamT4vHygWZI95X1daNZ3adIGP5CVF4dOVsn973YFMjPv/RNvRZ6CGiWTGxeGXj7SiKGl0JKF89XDgdfm6BY/ugCYeaGke4Q0qlpMGw022bwUh6DCZyPZbAs6lOFHimc+DJ2EThwJMxxtwc3HkeDdWdZOwTjy0f1Wu8/PYpUrNTrVbiC58cucOQ2WbHT97aD5tbpi9Ap8GP7lwBtQ+Z1p11tfj6no8kBeFvy8zGX9duQLh+4rrwhPvpsSGdBtVbqytH9Rri78bXwLO7ly61R4RdecYzMZUDT8YmCgeejDH2/1ktdrz+3GEytnjtNKTnxPj8GjUN3di6m7a23HxTkde2mM/sOoG6LgMZ+/amxT517/mwphrfPbAHdlGw9tj0mfjRoqWSZeyJcEdWDrk+1NQEo49tOAFAHJILPgaeXb004xkRFuDze15+n8ZaGngmZ3DgydhE4cCTMcb+v53vlKCr3bU3UqVW4r7PLvH5fkEQ8OzLh0m2LiYyEPdsHLlm57FLTXjrBD1Bf/P0LKzOT/f6njtqq/GDQ/vIeyoAPDl/ET4/Y/aY+7iPVkFkFBIDXUGy1elAcWuLz/eLw0xfn7urx0iuI8N9r7EKfNyjfdCt85HeX4vImOBRvQZjzHcceDLGGIBBkwVvv0T3Za67fQai40N9fo29Ry/h/KV2MvboJxbBT+e5tFDfoBm/fI8WmI8PC8LXblrg/f0a6vH9gzToVCoU+OmS5bhHdOBnoikUCixPSiFjR1rkuyTJcYgOI4n3fMoRBAGdPTTjGRU+uoxn/SW6rSI5I2rSgnXGbkQceDLGGID3/3uC1HLU+2tx54MLfb7fNGjF868fJ2Nzi5KwYGaKhzs+Dpx+t+0ouo2u91UqFPjh7cvhrxu5XuixlmZ8Z/9uUutTqVDg50tXYFNGls/PPZ4WxCeQ61MyNUQ9sYlOsauV3v956jdaYLG66n3qtGoEBeh8fk8AqL/UQa5TMkfXipQxNjoceDLGbnh9vSa8//pJMrbxvjkIHsVBlf9uPU266GjUKjx2/6IR79l9rhZ7zteSsU8tKUJB0sinz891deLre3fC5pYlVAD42ZLluClt9F2DxsvMmBhSqqmuvw8Gs3mEO1zE5ZN82Zfa0U172MdEBo46W1knCTwn5uQ/Y+xjHHgyxm54b//7GCxDrhaNwaH+2HSv760xG1p68d4u2pZy84YixEV73ivYNTCI3207Qsay4yLw6WUzRnyv+v4+fHn3DgzZaWefHy5aKjlZPtkCNFpkhYWTsfPdXR5mU+JORTqN98CzvYsGntER3g9iiYmX2lM58GRsQnHgyRi7oXW29WHnu6Vk7I4HF0Dvr/XpfkEQ8I//HoXD4VryjgoPwN03zxjxnt9+cAQDZtepb61KhR/ctmzETF+PeQhf3rUDvaIs4jfmzMftolPlU2VaBO1xXtnb7WEmZRYF0uIWmnLaO8UZz9EFnkODVrQ3G4avFQqu4cnYROPAkzF2Q3vzhaOw21y1LyNjgrH2tuk+319c2oDTog5Fj9y7YMQDRTvLa3CoknZGemTFTKRHh3m8x+Kw44k9OyUdiR4umI5P5hf6/LwTLSuUZjxrDQaf7huyjj7wbBMHnlGjCzzrqugye1xyOHR+I++tZYxdGQ48GWM3rJaGHuz7kC6R3/XwImi03oMeALDZHJIORYW5cVgyx3OXox7jEP6wnd6TnxCF+xYWeLxHEAT8+PBBlHXSQGlTRha+PGuOT886WVJDQsl1gyhQ9mTQYiPXeq33ALC1k7523KgDT1qBIC3L93qtjLGx4cCTMXbDeuOfhyE4XUvk8cnhWLY+3+f739t9Di0druBHqVDg0fsWjnjA5ffbj6J/yFU3UqtS4Xu3LYVqhFPcz58twfbaajI2LzYeP1y45Kor/ZMURPe1Ng0MeJhJGS202HygzvtWh5Z2UeA5wp5aOTUXRYFnNu/vZGyiceDJGLsh1V3qwJHdF8jYPY8shkrt21+Lhv4hvLr1NBm7aXku0pMjPNwBHLhQj73n68jYZ1bMREpkqMd79jfW4+kzp8hYWkgIfrty9aR0JBqt2IAA0oWoa2gQNlEbTzlGsyjw9Bs58LTZHejspsXjrzjwzIkd1f2MsdHjwJMxdkN643naGjMlMwrzV/h+QOeVd05h0O0kfIBei0/ePtvj/AGzRXKKPTc+csQl9to+A75/cB8ZC9Hp8MdV6xGkHV29ysmiUakQ7kf7wncODXqY7eKeBQaAIP3IgWdb5wApnB8R6g8/L7VP3VnMNjTX04NPaVmc8WRsonHgyRi74VRfaMPJQ5fI2L2fXQqlD91yAKCuqQfb99Ns6SdunYmQYL2HO4C/7j5JCsWrlAp895YlHgulm2xWfGPvTphsruBWpVDg/5avRlLw1d3SMdKf1j8Vn8KXIw48Q/R+I85vbusj1/GxIT4+3cfqqjrINovYxFAEBI38noyxK+fbDnrGGLuOvP7cIXKdmReHWYu890W/7PnXj5NsW3x0MDat9rw3tLShDe+eukjGHlhUhMyYcNn5lw8T1fbR4OobcxdgXly8z8/p6bX77RZ0WoywC06EqP0QpQv0qVOQr0J1NBtrsIwceDqcTgyIAs9g/cgZ3eZ2+t0kjjLwlO7v5GV2xiYDB56MsRtKZXkzSo7TbkH3ftb3Qzqnyhtxupz2IP/MPfOhUcvvt7Q5HPjNB3SJPSkiGA8t81yy6T8V57Crnj7jpows3DfG/utmhx2Hu2uwv7MaZ3qb0Gml/c39lGrMCU/Gprg8LIvMIN2HxiJYtA2gX3RwSKx/yALB7TrQTwu1auRAuLnNQK4TYkNH8YRA9QXazjM9h0+0MzYZOPBkjN1QXhNlO3OnJ6Jwjud+6u4cTieef432Yy/MiRuxH/t/j5SjrtNAxr61cTF0avm/fs92duAPJ+l7ZIeF43sLFo/6BLvBOoT/Np7G281n0W/3nHU0O+041FWDQ101yA6Mwo/zbkJ6oOdDUt4EiEohmWwjB549blsQACA8wPOWhcsaWwzkerQZz+oLbeQ6YxpnPBmbDBx4MsZuGBWlTSg/RQu33/OI7wHdrkOVqG/uJWOfvW+Bx/ube/vxwsESMnbzjCzMSo2Tnd9vseA7+/fA7raMH6jR4rcr1kDvIVCVY3HY8WrjabxYfwKDDpv3G9xUGjvx8Mn/4Kf5G7A8amwtOP3VNPAUt/cUG23gKQgCGlsNZCwpLtTn5xs0WtBS3zN8rVAA6XyinbFJwYeLGGM3jDf+SU+yF8xKRv7MZJ/uNVtsePltWtZo5cJMZKbIt1gUBAG///AYrHZXKaFQfz98cY18D3hBEPCTIwfRaqIlgn66ZNmoDhOVGJrx4IlX8GzNEY9Bp1apQrJ/GDIDIxGslh6osTgd+H75NhzpqpW52zudigbJVufI5ZS6jPTUe0TQyIGnoX8IAybXnlCdVjWqPu3ibGdCaqTPLVIZY1eGM56MsRvC+TONOHeaZjvv+sxin+9/56Oz6OlzBUhajQoP3ikfRAIf1+w8donuBf3CmrkI8Zc/Of1m5QXsaagjY5+Ylo+Vyak+PZ/d6cDfa4/ipfqTZL/kZcFqHTbETsPK6CzkB8dCo/x4T6ogCLho7MSLdcXY2+k66W8XnPifcx/ipXkPIF4/umVs8UElu8M54vyuARp4Rgb6e5j5sYYWmnVOjAvzuSIBAFw6T/d3ZvIyO2OThgNPxtgNYcsL9IBP4ZwUTJue6NO9hv4hbNlWRsZuW1uA6IhA2flDVhv+uIPu05yeHIMN0+WXrmsMvfjdCdpGc1pEJL42e55Pz9dlMeF75R+grK9F8mfBaj88lDoXdyYUQa+S1rlUKBTIDYrGLws34e3mMvz64p7hPzM5rPjFhV3484w7R7W/VCWa6xDkQmGXTnHgGTxy4Cne7pASH+rzswHApQpx4Cm/9YExNv448GSMXfdks50PL/L5/v9uPY0ht17iwYE63HWz51PpLx4sRUe/6+S4SqnAN25eJBu82RwOfO/gPpjduvv4qzX45bKV0PrQmaiivx3fLntPclIdAG6PL8DjGUsQovGtPuUdCUUYctjxp0sHhsdO9jbiQFf16PZ7ij6mIJuDdensp88eHRww4vy6JlHgmShflkqOIAiSjGcGB56MTRre48kYu+6Js50Fs5ORW+RbtrO1ox8f7qsgY/dumolAf/k6kw3dfXj1aDkZu3tePtKjw2TnP1NyChd7aAed78xfiJRg78vbBzqr8fnTb0iCzihdIP404058N3eNz0HnZZ9Imok5YUlk7J91xRC8ZC3died6K8/U3je6wLO+uYdcpyTIf7dyOtv6YehxvZ9Wp0ZKRpTP9zPGrgwHnoyx69qFsiZJtvPuUeztfOntk3A4XIFUTGQgNq6Ur6cpCAL+uP0Y7E7XnsbIIH98ZvlM2fln2tvwYjldwl+XmoZbMrK8PtfWlnP47tn3YXHSE+MLwlPw0twHMC/ct0NTYgqFAk9kLSdjFwc6UCqzjO+JeGndW+DZ1kcPVMWGyG9hAACnU5AutSf4nvGsOkc/R0ZuLFRq/qeQscnC/7Uxxq5rW/4lynbO8j3bWV3fhf3Hq8nYp+6YC41Gfgn8cGUjjlc3k7Evrp0Lf5ke4oM2G354aD9ZhI7298f3F3gvZv96Ywl+fmEnnKIl7AeSZ+N3029DqNZ7HcyRZARGYmkk7eT0fus5n+93D7wBDB9kkjNosZF2mWqlEhFBnvd4dnQPYMjs2vYQoNciKnzkDKm7ynIaeGYXXFknKMbY6HDgyRi7blWea8HZk/VkbPMo9na+8OYJcp2WFI7l8zNk51rtDvz5I3qgaEZKLNbky7fi/OOpYjQZB8jYTxYvR7Bu5FaR/204jaeq9pExJRT4Ts4qfDlzKVSK8flrfXNCEbk+0FktCSg9sTho+STdCHtVWwz0O4gNDRwxQ1rbSJfZU5PCR3XwqVKU8czK48CTscnEgSdj7Lr11gtHyXXejCTkzUjyMJs6e7FV0hrz05vneSzb8/rxc2judQVRSoUCX7tJvrh8cWsLXr8o2jeam4cF8QkjPtOWplL80e3gDwBoFCr8onAj7hAFildqTlgyqfHZb7egvL91hDtczKKC8X4jFL9v6aWBZ1yo52V2AKhpoPth05J8X2a3mG2or+ogY1mc8WRsUnHgyRi7LtVcbMeZYzVk7M6HFvp0ryAIeFGU7SzIjsXsQvkl+q6BQbwo6lB02+wcZMZIg6JBmw0/OUKDx6SgYHx1lueaoADwQet5/LZyLxnTKdX4bdGtWDHGDkMjUSuVWBiRSsZO9jb6dO+gjRau9xsp4ykKPOPDRi4EXy0KPDOS5Qv4y95b0QaHW03RmPgQhI5imZ4xduU48GSMXZfefolmO3MKE1Aw27cDNydKG1BxqZ2MPbR5rscl3b/vPYUhqyvLF+SnxWdXzJKd+6fTJ9BidB2mUQD4yeJl0Guk+0AvO9RVg19c2EnGdEoVfld0G+ZH+NZnfizEp9tLDb4dMDKJAs8AjeeuQE09/eQ6IWzkLk01jTTwTE/2vaf8xbN0/2124cgZZsbY+OPAkzF23Wmo6UTx/ioydseDnnuqu3M6Bfz77ZNkbN70ZORlyXe3udjahQ9L6Hs9smKWbIeiko42vH7hPBm7f1oBZsZ47pxT3teK75dvIyfF1Qolfl14C+aE+7ZtYKyKQmh9y4sDHT6VVTLarOQ6UOs58Gzs6SPXieGeA89+oxmd3a6gXaVSICXe91JKF87SrRM5HHgyNuk48GSMXXfeeZke8knPicGM+Wk+3Xv4ZI3kAMun7pgjO1cQBPz5o2Jytjw1MhS3z8mVzLU6HPjpkYNkbmJgEL44c7bHZ2kZ6sO3yraSkklKKPDT/A1YIFoGnwhJ/mGk21G/3YwumUL1Yv0WC7kOGiHwFGc8Rwo8q+tptjM5PsxjhQExp1NAlehEu6/VDRhj44cDT8bYdaWtqRdHdl8gY3c+uNCnbKfD6cTL754mY8vmpXtczj14sQEl9W1k7Evr5kl6lQPAP8+WoLaPZvd+uGipxyV2o92Cb5S9i14bbSf5zZyVWBXtvc7neFAqFEjxpxnFhsFeD7Nd+q008AzxcFLfbLOT4vFKhWLEwPNSfSe5zkzxfX9nU20XTEbXcwUE6pCQ4vsyPWNsfHDgyRi7rrz7SjEEpyuvmJgWidlLfDt8s+/oJTS1GoavlQoFHrhNPiNpczjwzC56AGl+RgIWZEqzaDWGXjx/tpSM3ZGVg7lx8ieqHYITPzz3IWpNNPP6UMrHPdcnU5I+lFy3DPXLT/z/BEGAwWwmY2F+8t2TGrtpIB4XGgit2nMG81JdF7keTeB5oUy6zO6pQgFjbOJw4MkYu250dwxg/3barvKOT833KcCw253479YzZGzVoiwkxoXKzn/31EWyTKxUKPDFtfMk85yCgJ8dPUxqYEb46fG12dK5l/2t5giOdNeRsTXR2Xgs3fcapOMl1o9mINstAx5mfqzfaoHdbR9ogEYDnUq+nFJdl4FcJ0eM3Ca0qk6U8Uz1vdVlRSkNPHOn8zI7Y1OBA0/G2HXj/VdPwGGn5XIWrpTut5Sz+0glWjtcgaRKpcAnbpVvdWk0W/Gv/TRIvWVWtmw/9q2XqnCmgy7Hf3v+Qo+F4vd0VOHf9fRwU15QDH4wbZ3X1pMTIVJHyw11W0be49k1NESuw/08d1Gq6zSQ65TIUI9z+wbMaO+iB4vSk32r4SkIgjTw5P2djE0JDjwZY9eFfsMgdm+lfc9vfWC+T324bXYHXhVlO9cuyUFslPx+w5cPl6HPrc2jXqvGI8ul5ZMMZjP+cIoedFqUkIi1KfIHnepNPfhZBS2bFKH1x6+KboGfh6zhRAvX0vaVBtuQh5kf6xqie1Ij9L4HnqlRoR7nirOdqQnh0Gp8+07aWwzodQtatTo1MnI9VxJgjE0cDjwZY9eFHW+dgcWth3dYRACW35Tv0727DlWiw61Mj1qtxL2b5LOdHf0mvH6c9i2/f2EhwgOlAdZfzpyEwe2Et06lwpPzF8kedDI7bPhe+QcYdLhKEakVSvyqcBOidSN385lI7t2LAGDAbvEw82OdgzTwjNJ77rteKwo800YIPCtraeCZleb7MvuFUlq/MzMvDmofT8MzxsYXB56MsWueedCKD7fQ0+gb750DjdZ7Rsxmd+C1D0rI2PqluYiOkA/2nt93Gla7qxd5RKAe9y0skMw729mBtyrp6frPFc1EYpB8FvV3lftQbaLlgr6WtRyFIVPb0jFATUshDdqtHmZ+rEMUeEb7y3cGstjtaBaVUkqL8lyT82INbXWZPYrA83wJ7bg0jfd3MjZlOPBkjF3zdr9fBtOA6yR1QKAOa26b4dO9uw5VkqLkarUS92ycLju3trMXH5ZeImOfWT4Tei0tieRwOvGr40dofc/gEDyYXyj7uh+1XcDWVppFXReTg82TfIJdjk5Jg3f3mqJy2k1Gch0TIB941nf2kaL4sSGB8NfJl5YSBAGVNTTjmZMePeJzuKsQBZ55M33rYMUYG38ceDLGrml2mwMfvEYP46zfPAt6f89Fyy+z2R14XZTtvGl5LiLD5bOdf99zCk63YCk5IgQbZ2ZL5r17qRLnu2npn+/MXwSNTM/ylqE+/OriHjKW4h+G7+as9qn26ERTK+kz2wSnh5kfaxUFnrEeAs9L7bRUlNzBrOHX7OhHv9H1i4Vep0FSfOiIz3FZZ1sfOlpdZZvUGhWy8+NGuIMxNpE48GSMXdMO7axAd4erxI9Gq8ZNm+X3Z4rtOVIl2dt59wb5bGd5UwcOXmwgY4+tmi0pFt9vseDPp2kgvDYlDQvipe0Z7U4nfnRuO9nXqVWq8LOCm+Gv9h44TwaVKPh1egk83fvQA0B8YJDsvGpR4JkZ4/mE+oVq0TJ7ehRUMkX65YiX2bPy4qD1kFlljE08DjwZY9csp1PA1ldpEfdVmwoREiafZXNntzvx2vslZGz9UvlspyAI+NtuUYmjhCgsy02RzP1r6WkYLK7snJ9KhSfmzJd9hhfri3G2v5WMfSVzGbICfd+/OPk8Z2EFQUCzkdb5jAuUzx6LM56Zsb4HnqNZZj9/RrTMPmNi+9szxkbGgSdj7Jp15mg1mmpdS9oKpQKb7pXvqy6292gV2rtcQdJIeztP1LTgjKg15udXzZEshVcbevH6hfNk7OHCGbLBV0V/O/5ZR0stLY5Iuyr2dbpz31oASDOg7rrNQzDbXXtA/dUahOmkXYsEQUDVqDKe7eR6Wobvgec5ceA5kwNPxqbS1BSGY4yxcfDef2m2c+HKHET7sPfP4XTi9W0lZGztkmyP2c5/7D1FxualJ2BWmnSf4FMnj5MDM/GBgbIHiiwOO35yfgeZG6bxx/enrR3zvk6b044Oawf67H1QKVSI1EQgXBN+xftEbYKDXKsVnvMVTQP0lHpiUJDs+3cPWtDvXgdVo/bYo31wyIraRhqk5mTEeH1uAOhoMaBTvL+zYGqrBDB2o+PAkzF2Tao614ILom40t97vuQ2lu4PFNWhpp12K7r55hvzciw2oaKEHhR5dJe3ffqipEUea6fM8MWc+/NTSv2b/XnsUdYM0mPretDWSYu3eOAUnyo3ncaz/OCpNVbAKtNRRpCYCK8NWYGHofKgVY/vr3uKgp9g1Ss/1Lxv6aeCZFCwfTNb30H2gmbHhHrsyXazpJFnXxNgQhATJ934XKz9N9+RmF8Tz/k7GphgHnoyxa9JWUbazYHYy0rK9Z8KcTgGvvS/qyb4wCzGR0kMwTkHA8/tofdBluSnIjY8kY3anE0+dpMvms2NisTo5VfKa5X2t+G8Dfc1NcXlYGpnu9dkvEwQBZ43l2Nr1AdqtHR7nddm68UbHmzjadxyfT/wcgtXyB31GIi6fpFd5Dtzq+/vIdUqwfO/1ul4aeObERcrOA4CKS3SLw7RM37KdgDTwLJjFZZQYm2q8x5Mxds1pa+5F8YFKMuZrtvPYmTo0tBiGr5UKBe7ZOEN27p5ztaju6B2+VgD47Appa8y3Ki+gts9A5n1z7gLJMrPVacfPKnbC6VbhM0YXhK9lLffp2QGgz96PfzT/E8+1/GvEoNNdk6UJf2z4M/rtA94ni5hEBeP9VZ5P29f1+RZ4ijOeOXERHl/z/CW6vzMvy7dWl4Ig4NwpGnjmc+DJ2JTjwJMxds3Z9vopuJ95ScmMQtHcVK/3CYIgOcm+bH464mOkAZLD6cQ/99PM6JqCdEm9SaPVir+W0gzmrZnZyI2QZvFerDshWWJ/Mnc1AtU6r88OAOeNFfhV3W9Qbjon++ch6mBk+2chzS8VKgVdEu+0deHV9tchiA4LeWMUtcgc6Vnr3IJvQD7wFAQBtT00ABZnkC9zOJy4cIkG13k+Zjyb67ph6DENX+v0GmRO4/qdjE01r4HnP/7xDyxatAhJSUlISkrC2rVrsWPHjuE/FwQBv/zlL5Gbm4vY2Fhs3LgRFRUV5DUMBgMeffRRJCcnIzk5GY8++igMBsO4fxjG2PVvoG8Iez84S8Y23TvXp0M0Z84141I93a/paW/nrvIaNHS7MngqhQIPL5fWB32hvBS9ZrfySWo1vjBTuge02tiFF+vp9oBb4vKxICLV63MLgoCd3bvxt+bnYHKYyJ8poMC84Dn4ZsoT+Gn6j/ClpMfxRMpX8OP0/8G0gFwyt9x4DiXGUq/v567fbibXQR4CT5vTiQbR4aL00FDJvFaDEUaLa/ler1EjOUI+M1rT2I0hi234OiTIDwmx8nPFzp6qJ9fTpidyf3bGrgJeA8/4+Hj85Cc/wf79+7F3714sW7YMDzzwAMrLywEAf/zjH/H000/j17/+Nfbs2YOoqCjccccdGBhw/Ub72c9+FmVlZdiyZQu2bNmCsrIyPPbYYxP3qRhj162d75bA6ha4REQHYdGa3BHucBF3KVo4MwWpidIyPnanE/86QOeuL8qUBEgdJhNeOV9Oxh7ML5T0J3cKAn51cTfsbsXXI7T++HLmUq/P7BAceK39DWzt+gACaLYyzS8V30n9Bj4Zdz+S/ZJI8B2iDsbnEj6DVD9aa3R710ejynoarDTwDNHIH+xp7O+D3en6fJF6fwRppUFqRYuo9WVcpMdi8OWVdH9nXlasz6f0y07QwLNoTqpP9zHGJpbXwHPjxo1Yu3Yt0tPTkZmZif/5n/9BYGAgTpw4AUEQ8Oyzz+JrX/sabrvtNuTl5eHZZ5+F0WjEli1bAAAXL17Erl278Ic//AHz5s3DvHnz8Pvf/x47duxAVVXVhH9Axtj1w2a1Y/ubdFl7w12zoFZ7z2RVXGrH2Yu0WPvdHvZ27jxbjaYet1PvCgUeWiqt8fls6SmYHa5yQxF+ejyUL63D+W7LWZzto+/9jeyVCPYQxF1mF+x4sfVlHOk7RsYVUGBT5M34avKXEK/zXB5IrVDjgdj7oHT7q77V2oaaodoR39ddr22QXId5OHlfLVrFypDJdgLA+WYaeE5L8Hyw6Jzo51WQ7dv+TrvdgfNn6P7OwjnSYv+Msck3qj2eDocDb775JkwmE+bNm4f6+nq0t7dj1apVw3P0ej0WLVqE48c/PuFZXFyMwMBAzJ/v6tyxYMECBAQEDM9hjDFfHNpZgb4eVyDkp9dg1SbfCq6/sY0uMU+fFi/bAcfudOLFg3TuhhlZSBDVmaw29OK9S/SX58dmzIK/hp767rEO4pnqw2RsSWQ6VkZljvi8DsGBF1peQskAfRa9Uo8vJD6GdRFroByhpuZlMboYFAbmk7FTA2c8zJbqsYoDT73svEsGUUH4UPmC8NLAU75Lk9Mp4FwVzXgW5vi2R/PS+VaYh9yW6MP8kZTuOcBljE0enwLPc+fOISEhAdHR0XjiiSfw8ssvIz8/H+3tH582jIqif3FERUWho+PjDeEdHR2IiIggyyMKhQKRkZHDcxhjzBtBELDtddq2ctWmIgT4UNOxvrkHx0vo0qunk+y7ymtotlOpwINLpNnOp0+fJPUlU4JDcEdWjmTeXy4dxIDbAR29SoNvZa8cccnYKTjxUusrKDPSvaxh6jA8kfwV5ARke7xXzryQueS63HjO5+X2LgvdUxqhlW9HWtUjCjzDwiRzbA4HLrZ2k7F8D4FnQ0sv+o2u7y1Ar0VqkufuRu7OnqQ/64I5KVdcSJ8xNj58quOZlZWFgwcPor+/H++++y4ef/xxvP/++xP9bLwUfwPin/mNx9ef+aVzHWiocWuPqQBy54T7dP8rW+mBx6TYIPirTZJ7nU4Bz+2mXYoWpUbD1NWGqi5X9q1yoB97G2lwszkuAbXV1WTsoqUH2zroe98WmIH+xjb0g2bzLhMEAfuFgzgLenI9BCG4zbERAw39GEC/7L2eqAUV1FDDjo/3xhrsBpyqOo0QhXyBd3etJgO5HmztQlXnoGTeuQ5a9sjPKP1+a7oHYLW7tiaE6rXoa29Bf4c0KDx4khbjT4kPRI3o+/Xk+AH6ncck+fHfLVcB/hncGLKyskb8c58CT61Wi/T0j4sbz5gxA6dPn8YzzzyDb37zmwCAzs5OJCW5+t92dnYiOvrjJazo6Gh0d3dDEITh3zgFQUBXV9fwnLE+PLu+VFVV8c/8BjOan/mWv9Ml53nLszF/0Qyv93X2GHG6Yj8Z+9Sd85GdnSaZu6u8Bm0DQ8PXKoUCX9q4FAlhrgBNEAT85qNt5L6CyCh8cv5CklWzO534iaiofEZABL40cy3UI3T/2dW9B2e7aNAZqYnAl5O+iDBNqOcP6kVKQzKqh2qGr9VxamQFjfzd250O9DW6so4KAHNzCiTdi4xWKzqOuL5jpUKBFYVFkq5NJT30c01PiUN2tnz29o2PaGC/YFamT/9bMQ2Y0VRrIGNrb1mA8EhpO1Q2efjvd3bZmOp4Op1OWK1WpKSkICYmBnv37h3+M7PZjKNHjw7v6Zw3bx6MRiOKi4uH5xQXF8NkMpF9n4wx5klLQw9KjtEDMZvunePTve98dBYOh2tZOSEmBAtmSQ+aOAUBLx4sIWPrijJI0AkAx1ubcaKNHnr5yixpOad3Ws7ikpGWbvpWzqoRg86SgVK810VXk0LUIfhS0uNXFHQCQKIugVy3WuQzru7aLUZyjj5c6y/bMvNiD10+TwkOkW0VWt5Et1flJ8onH5xOAWcvtpCxwlzfeqyXn26A4HRrsZkWyUEnY1cRrxnPH//4x1i3bh0SEhKGT6sfOnQIr7/+OhQKBR5//HE89dRTyMrKQmZmJn77298iICAAd911FwAgJycHa9aswRNPPIE//OEPAIAnnngC69ev599+GGM+Ee/tzJwWh+yCBA+zXQZMFmzff4GM3XlTkWz5noMX6lHbaRi+ViqkezsFQcDTZ+hS/IK4BMyNo0FRn20If685QsbWx+RiRqjnZ24yN+Pl1v+SMb3SD19IfAzhGt/2No4kWkuDvG5bj4eZLi1DtBNRnJ/80rw48MwNl+9EdLaRBp5FSfLF4Ouaesj+Tn+9BhkpnrsbuSstpr+gTJ/Lp9kZu5p4DTzb29vx6KOPoqOjA8HBwcjPz8eWLVuwevVqAMBXv/pVDA0N4Vvf+hYMBgNmz56Nt956C0FBrp7Azz33HL797W9j8+bNAIANGzbg//7v/yboIzHGrifG/iHs306XaG++R1qgXc6H+ypgdqv5GRaix6pF0tPkgiDgxUN0KX91fhqSRHU79zc2oLyLnsr+0ixp5vXvNUfR73agyF+lwZcyl3h8TpPDhOda/gWr4GpPqYIKj8Q/jDidbyWEvIkQBa8Gu8HrPc2iwDNeL1+8/Xw3zezmRkiDxLY+Izr6XQeVtCoVsj20yiy7QLOdBdlxHmt9uhMEAaXH68hY0TzplgrG2NTxGng+++yzI/65QqHAk08+iSeffNLjnNDQUPz9738f/dMxxm54u7eWSQrGz1/h/VS31WbHuztpcfdb1xRAq5H+tXe8uhmVotPWnxJlO52CgGdLaLZzZVIK8iPpqewaYzfebqan0T+dOg9ROvnlXqfgxIstL6NHlIG8O+ZOZAeM36pQsJpmKwd86NveOGQg14n6UNl5FaLAM0+mXWhZAz18lBsfCa2H+qulosBz+jTfltmb63vQ1e46eKXRqpE3I9Gnexljk4N7tTPGrlp2uwM73qI1J9fdMdOngvF7j16Cod91UEiv02DDimmyc18SZTuX56ZIerLvrq9DZa8rOFQAeFymNeafLh2A021nZIJfCO5LkrbavGxnz25cGLxIxpaELsai0IUe7xkLfxUt/D7oHPIw06Vp0ECuk2QCT5PNilq3Hu0KALnh3gPP6cnyy+wOhxPlosLxRT7u7xQvs+fNSIRWp/EwmzE2FTjwZIxdtU4cvITuDldmTqtTY/Ut3gvGO50C3vmIZh3XL89BUIC0hWNpQxtKRUGRXLbz76W0Y9La1DRkhdHl66PddTjWQ09jfzlrKbRK+cWl6sEabOvaTsbS/FJxZ/RtsvOvhE6pJddWp8XDTJf6wV5yneQfKplT0d1NDiClBIcgUKuVzCtpoIeZijwEnlV1nRgcov3Z5dqayik9LtrfycvsjF11OPBkjF21xO0xl67PQ1CIfOccd6fKG9HQYhi+VioVuG1Ngezclw+Vket56QnIjacZu931tbhkcAVhCgCPTZ9F5jgEJ/5y6SAZmxWaiOWRGbLvO+gYxL9bXyH91wNUAXg4/kGoFT5VuhsV8WvaBYeHmf//z51ONImW2lP8pUXhy7tEJ9UjpQXhDYNm1Lkd3FIAKEiSP9Fecr6ZXE+fFg+l0nvxd4vZhvMltPbn9PkceDJ2teHAkzF2Vaq52I4LpTSQuGnzLA+zqbd30GznkjnpiI4MksyrauvG0Uv0PT65hGZUP8520uX+m9IykB5Kg7BtrRWoNtF9ol/JWuaxY84b7W+h104zip+Kux+hV1g2yROl6K97J5wjzm8eMsAuuOaEa/0RJNNb/mwnPWxVIBN4loqynUlhAQjyk2afAaDkvHh/p/fqBQBw7nQDbFbXXuCo2GAkpFx5NQDG2PjiwJMxdlXa8RbNdhbMTkZyunx7RXc1Dd0oraDBy53rC2Xn/ucIDVALEqMxM4WeIt9dX0eynUqFAp+bTvdsmh02Sfmkm2JykRskn9U73X8Gpwbo51sZthx5AfJ7UMeDONBUYuQsYo2JHnZKD5A/gS7OeBZGST/zmToaeOZGy5+OHzLbUHGJbnuYkefb/s4zx2rI9YwF6dwmk7GrEAeejLGrTr9hEId30baHG+7yrYSSeG9nfnYsstKkAWurYQB7ztE9gQ8sLiTBilMQ8I8ycbYzHWkhoWTs9cYSdFrdSgUpVXgsfZHs8/XbB/BGx1tkLEEXj02RGz1/qHHgEC2tq7ws59eY6En1NJnAs81kRMegq32mTqVCdpg0y3imnh4WyokOlX3PsxdbYXe4AuS46GDERnlv6ykIgqTBwMwF6V7vY4xNPg48GWNXnd1by2CzugKlqNhgzFroPZDo6RvE/uO0n/cdHrKdrx07B4fg2l+ZGhmKxdnJZM7+xnpUiU6yf7aIZjv7bGb8u+EEGbs7cQbi9NKASRAEvN7+BkwOV5CqUqjwqbj7ofFwAGm82AQbudYoRj7tLe66lCETeJaI+rPnRURCo6IVBwyDZlS30/2xOdHyweSZc3Tbw6x830ohtTT0oKPVVXNUo1Uhf1bSCHcwxqYKB56MsauKw+7EzndKyNj6O2dCqfL+19UHu89LMmbzpidL5vUNmvH+mUoy9olFBVC6ZTsFQcA/yuhzrE2VZjtfrj8Jo91V+D1IrcODKXNln6/EWIYyI60tenPETYjX+bacfCXMDjO59lPK77G8rMpI925mBcns3RQFntOjpSfVS+rpMntWbAQCtPJB7+lz9GDRzHzf9neePkJ/2Zg2PQl+eunJesbY1OPAkzF2VTl1RFpCaeUm7yWULFY7tu2jy/O3rsmX7Xjz9skLMNtcB1Eig/yxrpCePj/W0iwpjP7ZohnkustiwutNJWTsU8lzECJzCGfQMYgt7W+SsRS/ZKwOX+nxM40ncd1OvcpzdQCT3YImt65FSih8yngWRUkDz5O1dL/tzFT5Tkwd3UY0tRpc76lU+Fy/8/RRur9z1iJeZmfsasWBJ2PsqrLjTbqncvGaaQgMkgZyYvuPV6Pf6MrqBei1WLskRzLPYrfjzRPnydjd8/IkS8TibOfKpBRJ3c4X6othcbp1VdL6456kGbLP917n+xhwGIevVVDh/tj7oFRMzl/D7sv7AOCv9PcwE6gSLbMn+YfCT0WzlEarlRTUB4AZMhnP07V0f+fsVPlg8nQ5XWaflhGNAH/vWctBowUXy2imdNYi+RJWjLGpx4EnY+yq0VTXjfLTDWTspru8l1ASBEHSHnP98lzo/aRLuh+VVaPX5ApQ/bUa3DY7l8w5096GMx10ifgRUbazzdyPd5vpez6cOl8SoAFAzVAtjvQdI2NrI1aPWx92X4hbZAappeWlLrswQDOZOTKn88s6O+B02yObFhKKMD/6C0JHvwkN3a7MqUqpwIwU+c988mwjuZ5V4Nv+ztITdXC4ba+ITwlHTHyoT/cyxiYfB56MsavGR2/TbGduUQJSM+VLErkru9CKuiZX9k2pUGDTqjzJPKcg4NVjNFi8ZVY2Av1oZu1f5bSF5sL4BElh9H/VFcPmdlI81i8It8VLi9Q7BAfeEC2xR2ujsTZ8jZdPNb76HaLAUyXfOx4AKvppiaTcIJlMZjvNZM6KkQaUp0TL7HnxUfCXaWFptztRWkGzlrMLfTscdOrQJXrfQs52MnY148CTMXZVGBq04sD2c2Rs3R2ee5y727qb3rdgVgpiZArGH7/UhPoutwycQoG75+eTOZU93TjYRLNvnymkLTRbhvrwfitdrn8kdQE0SmkP+UOGw2i20ADsnpjNE36KXcxg6yPXIWr5WpoAUCHKeMrVIz3VTjPCcoHniRr6ueekyy+zX6hul7TJzEiW9nsXczqckvqdvMzO2NWNA0/G2FXh0EfnMTToOh0eEu6P+cuzvd7X1tmP42dof/RbPbTHFGc7V+anITaEZv5ePEdbaBZGRmF2TBwZe6HuBBxuXX0S9aHYECst/j5gN0p6sc8JmoVs/ywPn2biiLskhXnokNRnM6PBrUe7EgpJ4Dlkt6O8i556FweeTkHAiRqaxfQUeMots/vSJrPyXAuM/W77eoP8kFPo20l4xtjU4MCTMTblBEHAR6ISSqtvmQ61RppBFNu2t4LuNUwKR0G2NPtW1daNU6KDLvctoAFqi3EAO2ppBu3hwumkqHzLUB8+aKPZzs+kzoNa5vT8B13bMOR0BUY6pQ63Rd/q9TNNhG4bPQgUrpFvJ3m+n2Yy0wMj4K+mWxFKO9phd7oF3oFBiA2gAXx1e49kL21+gvy2iRNlNPCc4+sy+2FaRmnGgjSo1PzPGmNXM/4vlDE25S6ebUZDtSuDplAqsPoW7yWUzBY7dhy8SMZuXVMg2yrxjWIaLE5PjkFuPF3Offl8OSkqnxYSguVJKWTOv+ul2c51MfRwEgA0m5txtO84GbspYh1C1N478Yw3p+BEj432kY/wEHiW99HgPD9YGsSfbBMtocfFSeaIl9lnpcZBLVOLtbPHKNmf6+vBopOHRfs7eZmdsaseB56MsSknLhg/e1EGImO8B2j7j1+C0WQZvg4K0GH5fGnw0Wsaws6zNDt2ryjb2Wcx450qGsQ+mF9Eisq3mwckezsflsl2CoKAtzvfgwBXEButicLysKVeP9NEMNj7YBNcZZ/8lXoEqAJk55b308CzMFgaVBa30TlzY6VL6Mcv0fJIczM8LLOLsp05GdEIDvRePquloQct9a6AVaVSYsb8NK/3McamFgeejLEp1W8YxLF9tIvQ2ttneL1PEATJoaJ1y3Kg00oP7bxz8gJs7h2NQgOxOJsu526pvIAhu1tReb0/bk7PJHNebjgFu1u2M8EvBOtlsp3nTRWoHKwiY7dH3wq1l/7oE6XdSg8LRWmlXYgAwCE4Ud5Hl9oLQmjgabRacV60v1MceA5ZbShrpO85P0M+i1lcRstnzS3ydZmdZjvzZiYhwId6r4yxqcWBJ2NsSu3bVg67zVWWKCY+BEVzU73eV1HdgdpGukS7caW0hJLN4cA7py6Qsbvn0Y5GVocDr1bQIPYT0/KhdSsq32014b2Ws2TOg6lzJdlOp+DEe53vk7Fs/yzkB0ifbbK0WWgQGKuVlkcCPu7PbnK4HfDS+CHFP4zMOdnWKtmOEOVPi9Gfqm0lgX5CWBASw6UZbIvVjtLz9ADS3CJpi1M5J8VllBZnepjJGLuacODJGJsyTqeAXe/Rmplrbpvh04nm90XZzrnTk2VLKO09X4duo6tdpF6rxs0z6Kny7bXV6Bpym6NW465smsl8rfEMLE5XgBytC8TNMifZj/efQKvVlTVUQIHbo26V3Xc6WdyfBwBiPRSuLzHQILAoJF7y3Mdb6Zx5cdJT5Meq6TL7/Ez5bGfZhRZYrK7vNCo8AGlJ8ntP3fX1mnCxXLTPdAnv72TsWsCBJ2NsytRe6EJ7s2H4Wq1RYcXN8qWQ3PX2DeLwyVoyJlcwHgDeOE4D1JunZ5GC8YIg4OXzNJN5R1YOgnW64Wuj3YI3m2iZpQeSZ0vqdtqcNmzv2kHG5gTPRqLf1Jb4abXQPZnxOum+TUAaeM4IlT63OPBcIAo8BUGQ7O9c4GmZvUS0zD492acA/dThaghOV9Y1NSsaUbGe65Iyxq4eHHgyxqZM8T4aPM5fno3gUM89xC/beagSdvc2iTHBmJEnDZLON3eiooX2Hd88jwaoxW0tqOp1q1upUOD+aTT4faupjCxBh2r0sl2KDhmOoNduGL5WKVTYGLnB6+eZSE7BiRZJ4Ck96CMIgiTwnCkKPNtMRtT20QL8c2JpEFvXZUCrwdWTXqtSYWaqNMMqCAKKS2ngOW+6b8vsJw7SZfY5S3mZnbFrBQeejLEpYeg2ouIMDYjW3Drdw2wXh9OJbfsqyNjNK/Nkl+ffPEFPoM/PSEByBM2MvXJeVFQ+OQUJQa4le4vDjteaaCvPexJnSHqym51mfNSzi4wtDV2McA3dIznZOqydsAmurkABqgAEq6RbEuoGe9Brc2038FdpkB1I624eaaaZzMKoaARqaY3Po1V0zozUWOi10jaZ1Q3d6Oo1DV/rtGoU5cqffHdnHrLi7EnaMGDu0skvyM8YGxsOPBljU2L/9nNwOlzLpQkpEZg2w3v9xlNljejsdsuoaVRYs1ja4ajXNIQ952hGdfNcmu2s7+uTtMf8ZB7NZG5vv4Bu6+Dwtb9Kg7sSpQHygd5DMDncAimFbtL7sctpMNPPl6hLkF3OPtlL500PTZAcnDraQjOiC+OlP6+jVfR1FmXJn1I/Juo2NTM/QbYigVjJsVrYrK7qA1FxIUjJkD+lzxi7+nDgyRibdE6ngN2iQ0WrbynyaX/fB6Js5/L5GQgK0EnmvX+mUnKyekEWDZRevUD3f+ZFRGJ6lOvEt1MQ8J+GU2TOrfEFCNbQsj1DDjP29OwlYyvClyFITbv5TIUGM13OTvaTDwRP9oi6B4XReXanE8dEgeeieLoUbzRbJWWUFmbJ/zJxvIQGngtmpMjOEys+QMtUzVuaOaUHtxhjo8OBJ2Ns0pWfrkd7i2uvoEarwrKb8r3e1941gFOivt4bVkhPltudTrx9kpZQumPONFIMfsBqxXuXaBDzQB7tenS4uxb1bn3LVQol7kuaKXm/A4aDGHS6nYpX+mFl2HKvn2cy1IsCzxQ/aYDnEJw4baBL5LNFgefZzg4YbW77XHU6TIugnZ+OVzfB4X7oJzIUCWHSMkq9fWbUNLg6KSkUvu3vtNscOH2UNgKYt1ya7WaMXb048GSMTbo9W+kp8vnLsxEUovd63/b9F+BWQhIZKZHITpMusx6takRHv9uyt1olKaG0tboSg3bX3sdIvR5rU2jnm/82nCbXa6KzEetHAymz04y9PfvJ2Iqw5fBXeT8kNdFsThuazDRLmaqXBngXBzowYHd1gApW+yE7kH6vh5ppwL8gPpHUQgWAw5W+LbOXVdIDX3mZMQgJ9v7zLz/dgCGTW53RcH9k53vfF8oYu3pw4MkYm1T9vYMoPkA7Fa3yoS+73e7EzkO0peXNK6bJLrO+fYJmO9cUpCNY71qOdwoCXrtADx7dlT0NGreC8RcGOiRZwPuTZ0ne62DvYQw6XXtA9Uo/LA9b5vXzTIZGSxMccNXJDFeHIVimV3xxD82KzglLItlhADgsOli0NFG6FC/e37k4Rz7wPCsKPOfPTJX/ACLHRR2u5izOhFKm/ztj7OrF/8UyxibV/h3n4LC79l7GJoYib4b3NonHS+rR2+e2nO2nke3L3tTTj+IamuW7Yw5djj/W0oyG/v7ha7VSic050oLx7maHJiIniJ7ytjqt2NdLs53Lw5bBX+U9ezcZaofqyHWqXn4f5fEe0SnxcPrz6DCZcLHHbWkc0oNFZxvaMWB2y0bqdShIpN8XAPQbzahpNJCxhTO97+902J04cVC0v5OX2Rm75nDgyRibNIIgYO/7dJl91SbfDhVt308PFa1ckAm9n7RMz3unaFZ0WnwkcuPpXsTXRIeK1qakIVLvWhrvspiws52+zn0y2c5jfccx4HCdsNcpdFgettTLJ5k81YM15DpNnyaZY7JbUdZHy1rND6eB4EHRMnthVDTC/OgBq0MXadZ0QZZ0KR4Aiksb4LYNFCkJYYiP8V78vaK0EQNuv3gEBPmhYLZvdT8ZY1cP77UrGGNsnFSWt6C53pU5U6oUWL7Be6ei9q4BnBH19L5J5lCR1e7AtlKaFbt9Ds1kthgHJCWU7s2lZZbeai6DXXBlZZP0oVgcQYM2h+DAnp59ZGxJ2CIEqAJG/jAyBMGBDutBtFk+wpCjBRplKOJ06xDvd/OoX+syp+BE9RANPDP16ZJ5p3ob4XD7rMn+YYjX00DwQCMNKpck0IyoIAg4cJFmTZfmyGcxj5yqI9cLfV1m30+X2WcvzoBarfIwmzF2teLAkzE2afa8T9tO5hTFIjTce6C24wA9VJSVGomM5AjJvP0X6mAYNA9fB/ppsTqfBltbLl6A20shNzwCRVGuJWGr0463m2lW9p6kGZI9j6cHStBjd514VyvUYzrJbna0o3zgf9Fndytk7wAMthLYBROS9XeP+jUBoMXSiiG3k/b+Sj3iZFplHu2uI9fibOeQ3S5pk7ksiWYaqzt6Jd2K5mVIO0kNmW04XU73ii6cnTri5wAAp8OJ4v30F4r5vMzO2DWJl9oZY5NiaNCKo3vp8vWc5T7s7XM4sesQzXatX5YrO/dd0TL7TUWZ8NO4fr+2Ohx4u4rOuTuHHlDa3V6FXpvrsFCASoubY2lGVBAE7O7ZQ8bmB8+VPbgzkgF7NYoNj9Kg002V6RkYbGdl/8ybqkHaVjLDPwNKBf0rXxAEHBEFngsj6M/keEszLA7XAaXYgEBkh4WTOQcu0GznnPR4+Mt0Kzp5thE2u+u1YiIDZX+BELtwthmGHleVAr2/FkVzU73exxi7+nDgyRibFMf2XoRlyFW+KDwqEFkFMSPc8bFTZxvRbXA7Na7TYMUCaW/uhq4+lNS3kbHbZueQ6931tTBY3DKiGi02pNEDSm80lZDrW+LzEaCmbSErB6tI/3MFFFgZvsLrZ3FntNfhTN8TsAl9I8wS0Dj01qhe1/0Z3WX5S7+zalM32i0Dw9c6pRqzQuky+v4mGlQuT0yW7Mk9KFpmX5braZmddpJaNDvNp/29xaJl9lmLM6DV8YIdY9ciDjwZY5NCvMy+/KYC2f7qYtsP0Azl0nnp8oeKTtN5RUkxSIuifdLfuEjLLN2SmQW9xvVa5/vbcH6Adt7ZnCBtj7lb1KWoKLAQ0Vrf2zZanQaU9X8PNqGfjEdo5iHB7zYy1mcffcbTLthxaZAWWs/SSwPPw110D+icsCT4qVwBncPplOzvXJFMl9lbegdQ1dYzfK1UKLA4W1qlwGK1o7iUvtaiWakjfxB83OXqmKiM0oIVvMzO2LWKf2VkjE245vpuVJa3kLEVGwswMNjl4Y6P9RgGcaKMBivrl+VI5lntDmwvo0vLt8yiwUmNoRdnOmhG9K5sumS/pYm28VwQnoIk/1Ay1mppw4VBGuSuGkW2UxCcODfwMww56feR5LcZWQFfhAAHWsxbIeDjAz8WZxccghkqhZ/cy8mqG6qHRXAVhA9SBSFeZn/noW5RBjIilVyXdXagx+yeIdZgdgx9nf0X6sh1UVIMwgKk5aROlzfBbHH1WA8P8UduhveM98WzzejtcqscoNdgxnzp6XzG2LWBM56MsQm3bxvdw5g3MwmxCWEeZrvsPlIJp1vtnZSEMOSkS2tDHqpskBwqWpVHg5O3KmmwODsmFumhrmfosw1hVwfNrN2VKM127u89QK5T/VKRpk/1+lkuqx/6L3psJ8lYvO5mZAV8CQqFEkqFBhol/W5sTpoZ9eaCiX7WnIBsyZJ2r3UQ5aIySksi6UGsvQ10CX1JYjIpsg8A+ytEy+zT5JfZD52kQe7iOWk+ZbyPifYFz16UAa1OmvFmjF0bOPBkjE0oh92JA9tp3cwVPpRQEgQBOw/SQHDd0hzZPYHvnxbNK8yAzu1QkcVhx9Zquudxsyjb+UFrBaxO18GXOL9gLBRlAE0OE070nyJjK8N971JktNehZvBfZCxEXYicwCfI51KKFqMEt+5Dvqgw0S0F0/ylWeLDXbXkdH92YBRi/IJc7ykI2NtQR+5ZmUyDys5+E8qbOsiY3P5Oq82O4lIaoC6e4z1r6XQKOL6PBp4LV0k/C2Ps2sGBJ2NsQpUW10pOJM/3YY/e+ap2NLe7Dt6oVUqslDlU1GYw4oSoU9EtM+nr76mvQ7/VtfQcotNhVUrq8LUgCHinhe6lvD2+ACrRKfBjfcdhE1wHpMLUoSgKLPT6WT5+DwcuGH8DAa7lZrUiGAVB/wOlgmbwnG7vAQCKUeyK6rf3o9FCSxblBEiDtQNddA/oUlG2s7K3B01G18EjrVKFxQm0W9F+0Wn2afGRiA0JlLzX6fJmDLodLAsK0CAvy/sy+4WyJvR2u/6348fL7Ixd8zjwZIxNqH0f0mX2haty4afXepjtIu7LPn9mCkKCpXsHPyipJJm7nLgIZMXSEj1viUoobcrIgs7tEM1pQxMaBt1rcipxSzzNyjoFJw4ZjpCxJaGLoVL4VsS8xfIh+uw085sb+HX4qejWAUEQYBMGyJhGKQ3mPDlnoh2ekv2SEKwOImNmhw3HRf3Zl0XR0/276+vI9YL4eARo6M9t33k6Z8W0VNlnOniCHmIqyo6S7WokdmQ3zdzOXpLJy+yMXeM48GSMTZiBviGcOkwza8s35Hu9z2yx4dAJuidw3RJp1s4pCPiwVHSoaCad19Dfh5NtdC/jHVl0zjuigvHLozIQrvUnY+dNFei2uU5vqxVqLAyZ7+WTfMzuNKLa9DwZi9QuRrRWWnDeJvRBgCs7qFLooVL43vv9nPE8uc4PyJPMOdpdD4vTlXmN1QUhO5Ceyt9dT7//1Sk009g1MIjSBnpYa2WeNBtptdlxvIRmRmfmSffpijnsTkkZpcWr5eu3MsauHRx4MsYmzOFdFbDb3IqPJ4Yip1Da0Ubs0MlaDFncan6G+GNmvvS+07WtaOtz65ijVmFNAV0yfvcSDV6KoqKR4XaoyGAdwr5OGhzfEV8kfSbDYXI9K2gmAtW+ZSLrhv4Dm+DKqCqhRU7AV2T3qw45aJDsp/S+JH2ZzWmTHCzKD5QGnvs6abC+LCqDPEu1oRc1fYbha7VCgeWibkX7K+okmeb4MJpZBYBTZ5swZHbbnhCiR3qi997s50oa0Nfrqt/qH6jjovGMXQc48GSMTZj9kkNFhT4VDN91mAaLqxZlQaWS/nX1QQmdt2JaKgL9XMvBdqcTWy/RQ0XibOf29grYBFdwnKgPxewwupexx9aDClFAtzR0sdfPAQAWZzcah94kYyn6T8BPJR9Qmhw006hXeQ/UL6scrIJVsA5fh6iDkaSjn8XqtOOQqH7nyii6d3ZXHX2GuXHxCNHRck57ztM5ctlOADhQTN/L19PsR3bRZfa5SzKh0XIFQMaudRx4MsYmRFNdN2ouuJZiFQpg6Xpp9k2svWsAZy/QrN/aJdLDSEazVXK4ZeOMLHJ9tKUZnUNuXY/UaqxLdWVEBUHAey00OL41Ll8SHB8xHIPglt9L1CUiRU8zgJ7UDb4CJ1wHm7SKMKT4f8Lj/H473aMZpJIeqPKkzEi3DBQESD/LyZ5GmByu4DRM44+i0HgyZ6domX2NaJm9s9+EsgZaaH9lXqrkecwWm2SZfdncDMk8MZvVLllmX7Rmmtf7GGNXPw48GWMT4sB2ce3OZETGeO9lvvsIzVDmZkQjMS5UMm/P+VpY3fp+x4YEYmYqLW7+nmiZfV1qOvzdOhWd629Djal7+FqlUODmOBocOwQHjvUVk7HFoQu9fg4AsDh70GJ+n4yl+n9qxGLwfTa6RzNY41vA5RScOGukQXRRkPTE/e4O+v0uj0onp/erDb2oNri2BagUCqxMTiX37D1Pl9lz4yORECb92Z4obYDF6tpLGhEWgGmZ3rcOlJ2og8noVgA/RI+C2b4F+oyxqxsHnoyxced0OHHwIxpA+XKoSBAE7BYts69elCU798MSGkBtmJ4JpVt2z2A2Y38jzbbdlkkzpx+00mdcGJGGSF0AGTtvqkC/w1XAXafQYU7wLC+f5GNNQ2/BCVd2UaeMRoLfLR7n25wDMDro0nSI2nuWGABqhmphdLj2u+qVfpL+7DanQ1JGaVU0/U4+qqPvPy8uHmF+NFDedY7OERfrv2z/cVHJprm+LbMfFi2zL1iRDbXat+oBjLGrGweejLFxd+5MI3o6aZvD+ct8q93Z1ukqJaRRq7B0nnRptrG7D2dFhctvmk6DrB11NbA5ncPXycHBmBHtyraZHXbs7KD7Nm+JkzkB3necXM8KngGdUuf1s9idg2g0v03GUvT3Smp2uvu4L7srlxigSoNG6T1LDAAlA7TdZ35AHtQKuieyuKcBA3ZXJjFUo8esUNceUEEQsKOWBpXuWxOAj3uzn2/uJGOr8qWBp3HQghNnG8nY8vnetw2YB604eYgeflq0mpfZGbtecODJGBt3+0XL7POWZsHP33vtzj1HaRZzwcwUBAVIg7wdZTSTNj05RrLUKz5UdEtGFtnveKDzEox2utdxcQQNoPrt/ThvpHsuF4Ys8Po5AKDNshMOwVX8XKMIQbzfzSPe022lXZHCNNKWnXKcghMlA2VkbHqQ9GS+uCXoyqhMqN3qaV7s6UZ9v1vRfqUSq0TL7LtF2c7CpGjZovFHT9XBbncF/vHRwchKjfT6WU4evgSL2yn4iOgg5E5PHOEOxti1hANPxti4Mg9aUbyfBn3LfFhmt9rsOCg6Ab1yoTRD5hQE7DhLM2I3FdF5NYZenOt2ZeUUADam0yX7bW00oLwpNhdqJV3OPdl/Gk64gqc4bSxS/LzvNRQEAU2ibGeC360j1uMUBAFdVlqyKUwz2+t7AUD1UI1kO8C0AFrz0uywY7+obNSaGJqF3l5L/3xRfAKCdTTw31VOf0bi8lWX7RMtsy+bl+FTRQPxMvui1bk+Lc8zxq4NHHgyxsbViUM0YxUeFYiCmd6DteMlDTANuZUCCvLD7IIkybyyhna0GmjtTnEpnw9qaGA6NzYecYGurFynxYhiUeeem+Pocq4gCDguOlQ0P2SeT8GTwVYCk6Nu+FoB5Yh7OwHA6KiG2emqAqCEBuFa3wLPMwMl5LowMB9aJc0wH+muxaDbafYIrT9mhLpKNTkFATtE+ztvSqPbHGo6elHdQQ8eye3v7DEMoqyihYwtn+/9NHu/YRClx+mJ+sV8mp2x6woHnoyxcXVIdKho8ZppUMrU4BTbd4wGi8vnZ0Ctlt4nznYuzUkmtTudgoBtosBzYwbNiH7UfhFOt72UWYGRyBJ17mmyNKPV6h4IKn0+VNRq2U6uo7RLJa0xxTotB8l1uGYO1Ap/D7NdHIIDZ0T7O2cGz5DM+6id7mddE51NTrOfaW9Dm8mtL7pajeVJKfQ1ztIs5uy0eIQFSLO4B4qr4RRc3296cgSSE8Ik88SO7r0Ih8NteT4lHKlZ3rscMcauHRx4MsbGjaHbiNITdWRs6Trvp7L7jWacLKMHUVYulJ5mt9jt2CvqD76+kAaVp8UBlEqF1SmpZM520TL7zbHSZzzRT/db5gbkIFjt/aCPXRhEh2U/GYv32zTiPYIgoMNK74nSLfX6XgBwwXQRJofr8+qVeuT602X2AZsZR7ppJnFtDC2k/6FomX15YjIpPeUUBOwsp3PWFnpYZhf9ErFigW+1SMW/tCxdl+dThpkxdu3gwJMxNm4O774AwenKdKVkRiEl03vG6uCJGtjdMl2JsSGyB1GOVTXBaHYtF4f6+2FeBu3sI852rkxORYDGlRGtNnahytg1fK2EAutEQZhTcOJ0/2kyNi94jtfPAXycuXTAPHytU0YiXDNypnTAflGyNB+pXeTT+50UBcgzg6ZDo6Sn2fd0XoLV6d6dKQT5wbHD11aHAztF3YpuTqfB4tmGdrT3uQJcrVqF5bmpkudpajWgqs71/SoUwPJ58gGqu44WAyrL6fL8El5mZ+y6w4EnY2zcHN5FM4lL1vpWg3K/TIZMLtMlXupdU5AOtdsyvlwAtUEUQO1oF7ViDE9ChKh2Z9XgJfQ7XGWddEodCgK9H5ACgHbLHnIdq1sLhWLkGpTipfkI7QJolaFe38vsNEuKxs+W2Q4gzvCuj8kl3++hpkb0W93KLOl0WJhAT5LvEH33S3OS4a+Tlobae5T+LAtz4hAZ7r2nvbjua3ZBPKLjQ73exxi7tnDgyRgbFy0NPaiuaCNji1bnepjt0tE1gHNVtP2i3NKs0WzF0aomMrZWdKL6cHMjjDa3Ekl+flgQ78qICoKAne20pND6GOkznhRlO6cHFkkO68ixO03osdF7Y3VrR7zHIVjQJgpW43Q3eX0vADgzUEp6s4epQ5Ghp99J61A/zhiaydj6WPqZP6ihVQjWp2ZA41ZmyWp3SHqzi7c4AB9/v3tFv0SsktkyIXefOPD0ZYsGY+zaw4EnY2xcHNpJA4e8GUk+tcgUl93JzYhGXLT0vn0VdbA6XMvF8WFByEugB4I+rKGvtS4lnQRQZ/tb0Wp2KzukVGF5FD1tbRfsKDPSmphyWUQ53bbjEOA60a9XxiNAJd/V57J2yx7YBdczqRVBiNT6Viu0uO8EuZ4bPAdKBf1r/UNRtjM/OBbJ/q6DPgazGQea6P7am0WHsY5UNXrd4gB83ACgvcuVKdZqVFg0e+TPDwDVF9rQ2uh2Wl6txMJV3n9pYYxdezjwZIxdMUEQcERUf3GJjxkrXw+iiOtHri1IJ8vFJpsVB5poiaSb0mlQKc52Lo5IR4Ca1qm8YLqIIadrj2agKhDZ/r4djukU1eGM0i3xejimyfwOuY7XbYBS4T272mXtRvUQ/U7mhtB9qIIgSALPDbF03+RHdTWwizo8FUbSgH57Kf0Zibc4XLb7CM2czp+RggAfGgcc3EF/aZm5IB1BIZ5rnjLGrl0ceDLGrljNxXa0NtGM1fwV3ltktnYaUd/suk+pVGDpXOlBlB7jEE7XtZKxtQU0qNzf2ACLe0Y0MBDTo1wHmxyCE3tEnXvEJ7sBSEoTTQ8sgsrLHk0AEAQneqw0AxmlXTLiPQZbOQbs7mWOFEjU3+71vQDgeD+tMZrql4IYLT3IVdbXisYhw/C1RqGSfOat1TRY3JhOOzz1moZw9BLNiIoL9gOAxWrHwROiPvCLvC+z220Oyd5gXmZn7PrFgSdj7IqJy+DMXJCOwCA/r/edPk/7rc/IS0BosDTTted8LakLmRkTjtSoUDJnh6gc0LpUmhEtNbSg2zo4fO2v0mJRRCq5x+a0o9xI233ODPKtbaXRUQsbWTIPRIh65ANJ9YOvkOsIzTzoVfFe38spOHFctMy+IGSeZN77rfTg0ZLINIRoXD+XGkMvyrto3/VNomX2neU1cLhVKkiNDEVOXITkvYpL6jE45NpmEBLkh1n53ltdlhbXYqBvaPg6IFCH2Yu9F5tnjF2bOPBkjF0Rp8OJo3tpcfIla72XwREEQRJ4eupus1u0zL46X9RT3WLBkRbRAZpUmjndLcp2LotMh05Fyw5VDVaRZfYgVSAy/X0Lggw2mikN1RSNeJrdaK9Bl+0oGUvW3+PTe1WYLsBgNwxfaxVazAyaSeYMOWySz7wxjmYSxdnOubFxiA8MImMflooOHhXJt77cJVpmX7EgU7YBgNj+7TQ4Xrg6Fxqt2sNsxti1jgNPxtgVuVDWjN4uVwtLP70GsxZ5D9YqazvRbXAFeRq1CgtnpkrmtfcZcbaJBqji/uD7GuvJPsWU4BDkhLuycg7Bib2ddJ/i6hjpVoBS0aGiwsACyWEdT/rsNIAKVReNOL928N/kOlg9DWFe6n1edqTvGLmeGTQDehXNMO/uqMSgw5WBjNQGYEF46vC13enE+9X0O7k1k34nVW3dqGrrGb5WKhSyy+w9hkGcPksrDqxe7H2rhbF/CKcOi8o08TI7Y9c1DjwZY1fk8G66P2/2kkzo/KT1HcUOFtMs5pyiJNmDKOJORXkJUYgLpVm5j0Q9xuWW2XtEy+zzw2n/eKfglNTEnB40cvDors9GtxuEaDwvsw/Yq9Bh3UfGUvT3+9gH3oBzRvpeC0PnS+ZtbaGfZUPsNKjdTvgfaW5C15Dbd6LWYHVyKrnnQ9Ghojnp8YgKpjVPAWDv0SqyFSItMRwZydLleLEjuy/AbnPty41NDEVOofS0PGPs+sGBJ2NszOx2B47vE50UX+19md3pFHDgBA0Wl3nobrP7nPdl9uOttOPNGlGLTHG2c2lkOrSi7j51Q/UwOtwyt0o/ZPl4mt3m7IfZ6Tr8pIAKQWr5jJ8gCLhk+jsZC1JlI0q72Kf3Otp3HE649TPXxiHNL5XMqTX1oLSPfie3xNNA+J0quj1iXVoa9G4tMm0Oh6Rg/83TpYeFBEHArsP0fwOrF3s/VARIl9mX3VTALTIZu85x4MkYG7PyUw3kYEhgsB+mz0v1et+F6nZ097raL+q0asybniyZ12oYQEVLFxlbMY2+vniZPTU4BFlh4cPXgiBgvyjwXBktDSjLTTQIyg+YBrXCt72GJkc9ufZXJUOl0MnO7bIeRY+NHgzKCHgECh+W9B2CA0f66L7QRaELJcHauy1nyfXM0ARSu7N7aBAHRaWnbsukp92PVDbCMOhWVspPi6W50p9RZW0nGloMw9dKpcKn3uxNdd24dJ5WKuBldsaufxx4MsbG7OgeUfvJpVlQa7yXHjooynbOm54MP7n2i6Jl9sLEaMSE0PaLu+tpR501qWkkEKsYaEeHxT2TqcaC8BTJe4mXr31tkQkAQw4aQPmrkmTnOQQLqkxPk7FQzQyEa6Qn0uWUGcvRZ3ednNcqtJgbPJvMsTjsktqdt8YXkOv3qy/B7r40HhJCSk8BwAcl9LDQ2oJ06NTSQHzXIZrtnFOUhLAQf6+fZd82GhznzUxCdFyI1/sYY9c2DjwZY2Nis9pRfIAGJ760yHQ6BRw+SYNFudqdwMfditytzKPL7EarFUdFp9nXpNA5+zvpcvGCiFT4qWiQ223tRqvV1e5TCSWmBfjeOcfipFlZP2WU7LzawRcw5HR/XiWyA77s8/Lywd5D5Hpu8GzoVbT81L7OS+izuTKVwWodVka5lr4FQcDbomX227NyyDN09ptw7BI9LLRxhnTrgMVqx35R56l1S6S1UcUcDqekBNeKmws8zGaMXU848GSMjUnZiXoMGi3D18Gh/sifKV2KFau41I5ug+tQi59OjdmF0gxhe58R55tpjcnl02im8lBzI2xuy+yJgUHIdltmB4CDXTS7ujxSeuL+nIlmCNP0qfBXec/aXeZevxMAtMowyZw+WwUahl4nYwl+tyJI7Vu5pmZzCy4NiU6Ah0n3hb7dTDOJN8flwc+tbNSp9jbU9/cNX6uVSmzKoHsyt5XSw0IZMWGytTuPnq6DacjVSjMkyA9zi7z/b+DSuQ70dru2WvjpNZi/3PspeMbYtY8DT8bYmBzdS5fZ5y/PgsqHuo2HToqX2VPgp5Mu4e6voPsm8xOiJMvsexvqyPXqlFSSuWscNKDG1D18rVIosChS2ju8wkQ/S37A6PYaOgUzuVYpaNBqdxpRPvATCHCd4NYpI5Hp/zmf32O/4QC5ztRnIF5Hi81XG7tQ0kczwLfHF5LrtyrpZ12VnIJwP1fW1CkIeP8MXT6/ZWaObFb2o4M0c7pqYZZPtTtPH6T7SxeuyoWf3ntrTcbYtY8DT8bYqFktdpw8RA/sLFjl4zL7qToytmSuNBAEgP0X6LwVean0GRwOHGqiy8GrRMvsh0TZzhkhCaRzDwDYBTuqBulnyQv0fZldnitb6BTsKB/4KczONjIjJ+DrUCulpYnkDNiNONl/mowtD1sqmfdWM61DOjM0AakBrgxwr9mMXaI9sXdk0aXxU7UtaDW49sRqVSqsK5RmZds6+1FaQU/Or13qPWvZbxjEhRK6J5aX2Rm7cXDgyRgbtbITdRgyuS2xhvsjb7r39ogXazrIaXatRonZBdJl9h7jEMoa2snY8txUcn28tQWDdrcC6Xp/FETSvZXiwHNplHQvae1QHayC67MEq4IRp43z+lncqRQ0gLQ5P156FwQnLhp/j24b7aue6HcnonSLfH79Q4bDsAv24etwTTgKA2mwZrJbJIeK7kygdUi3VldKtibMi6N1M7eeptnO5dNSEKyXntDfeZDOy0mPRkpCuGSe2OFdFXA4XIF5XGIY1+5k7AbCfckYY6N2TNQic/7ybChV3n+PFR8qysuIkF1mP3ix3i1nCGTHRiA+jBaN3ydaZl+elAyl23Kw0W5BiaiW5ZIIaeB5wUQ/S25A9qhrSfop6Ylwo6MWdqcJFcbfSArFB6tzkRnwmM+vbXVacdBwmIwtC10i6aj0YdsF0qkoQuuPFVGuskZOQcCbomX2O7NzyXfWaxrCgQt0i8Mts6SHhRwOJ3aKaneuW+r9UJEgCNjzPt2Duvxmrt3J2I2EA0/G2KjYrHacPCxaZl/pW9Bx+BQNPGfkyp/+Fgc/y3LpoSKnIOCAqA7lymQ653hPPRyCWxtN/zAk+odK3uvioChzF+D9s4gFqWndyk7rAezvOSCZp1NGoij45x5rfMo50X9KUth+YcgCMkcQBLzRVELGbo8vhEbpKm1V3NqChn7XISi1UonbRC0yPyy9RGqiJoYHY2ZKrOSZTpU3kcy1n07tsQGAu9rKdjRUuw6MKZQKLL/J97JVjLFrHy+1M8ZGpexEPV1mD/PHtCLvy+zVDd3o6HbbO6hRYVqGdGnWZLHiVC3dAyg+zX6+qxNdQ67C9f5qDebG0oM2R7rqyPXiCOle0iGHGY1muk80x9+3rjvugtW58FNKAzR3WmUEZgY/BZ3SeyvJy5yCE3t69pGxRSELJH3Zi3sbUD/YO3ytUihxewI9VLSlki7Dr05ORbieHip67zTN/t46S/5Q0fb9NHO6dG46/H04HCTOds6cn4bwqCAPsxlj1yMOPBljo3JsHw1O5i7L8mmZ/Ygo2zkzPxE6rXTR5dilJknWLTUylMzZL8p2LkpIhFblyu45BQFHe+roHJnAs2aoBoLbon6MNgbB6mCvn0VMoVBhWuC3oYDrGfyUMcP/f6AqA7ND/ogAtfdSQ+5KjWfRaXNlCJVQyh4qer2xhFyvjMpElM5VAaDDZMK+BppFvjuHtjY9U9eKph6aEd0wXdqBqLvXhBNl9Pu/abn3w1gWsw2Hdopqd24s9DCbMXa94sCTMeYzu92BU+LT7Ct8W5o+IjrNvnh2quw88TL70pxkSdbtQCMNfJYl0YDukrETPVZXrVB/lQbTQ2lGFICkLmam3reamnLCtbOQH/R9KPFx5i/d/zPQKsKQqv8k5oQ+A3+V96ywO0EQsLtnDxmbEzwbYRpaI7RhsBeHu2lQf3fiDHK9pfICHO51OUPDMCuGZmjfOUWzmMunpSAsgBanB4CdhyrhdLpeKyUhDDnp0ZJ5Ysf3VUoy5bMXjf37Zoxdm3iPJ2PMZ+dON8DkVjQ+KESPvBny7SHdNbYa0NhqGL5WqRSYNyMFbS00gLQ5HDh+idahFO/vbDMZUdnbM3ytVCiwJIE+w7EeGrzOCUsi+x0vqx6kp96z/K8sEIrRrUKEZgGGnM3QKxMQo1sNpY/93sUuDF5Eg7mRjK0OXymZ97pob2duUDSKQlyn8m0Oh6R25z0500gw320clAT8t82WZjEdTid2HKCvddOyXJ8OB+15n5Z6WnZTvk/tVRlj1xcOPBljPju+T9SXe0mmT0Xjj52pI9eFOfEICtChTTSvtL4dRosrKxYW4Ie8BFGJpCYajBVGRiHMj+55PN5Ng6j5Mr3ZrU6rJLDLuMLAEwDUSn8EKUe/T1Tso+5d5LoosABxOpql7LeZ8UErXb6+N2kmCQR31dei2+zaDxug0WBjBl1C33q6Eg73LGZkiOyhojPlzZJ9uisXSpfjxVoaelBRSvfSruRldsZuSLzUzhjzidPhxImDdJl9/grf2hwePU0DwYUzpYEgAByqFO3dzEqCSkn/mjooCjyXipbZhxw2lPXRw0lygWeDuRFOuPaSRmgiEDKG/Z0ToWrwEqqHaDZ2bfgaybx3W8ox5FZCKVIbgDXR9Gfy3ws0MN2UkYUAjesgkN3plBwqun22fBbzw/30gNKSOWkICvSTzBPbvbWUXKdkRSAhxfdDVoyx6wcHnowxn1w424x+tx7r/oE6FM6WDyDddfeacLGmg4wtkAk8BUHAYVHguTibBpVWhwPFbaLanKJl9hJDM2yCqzVlgl+IbBml2qE6cp2mT/X0ESbdh107yHWufw5S9PS7sDkdkmX2uxKnky0F57o6cbaTfvf35dJ2oEcqG9HR7yqNpFOrcJPMoaKuXhOKS+nPZ8NK761F7TYHDmynwe+c5d7/d8MYuz5x4MkY88mJA1XketbCdJ/26ImDley0KESGB0rm1XYaJK0a56bTA0Gn21thtrs6+ET7+yM7jJZkOtlLM6Jzw+X3oNab6XOl+l0dwVDV4CXJoaebItdJ5u1qr0Snxb2+pxp3iDoV/bfiHLleGJ+A1JBQMvbWCZrFXFeYgSA/aZ3RHfsvSA4VTcvwfqjoxMEqyS8sBXO4UxFjNyoOPBljXgmCgBMHaeA5b5lv+xiPldBldrlsJwAcqaIB4+y0OOi1GjJ2uJnuE1yUkChZEpYGnvIljCSBp37qA09BEPBB14dkLMc/G+n6NMm8lxtOkbFNcfmkD33X0CB21NHl+k9Mo8Xa67sMOFlLM8h3zKFlloCPOxXtOEiX429eMc2nQ0W73qPL7EvX5UGj5UNFjN2oOPBkjHlVW9mOzjZXjUeNVo3p86V1McWGzDaUnqeBzfwZHgLPShowLsqWZiqPttAT74vi6Zw+mxmVA3RpeXao9HX67P3os/cNX6sUKsTrRteffSJcGKxEzRAtjbQhcr1k3tGeOlSbuoavlVDgE8mzyJzXL1SQeqjJwcFYLNqWIM52FiZGIztOuvfyeEm9pFPRqkXef/Foa+pF+Ska4K+5dbrX+xhj1y8OPBljXokPFc2Ynwo/HzrVnD7XBJvdtd8yNioIKQlhknn9QxaUN9GAcWEmDZLaTSZUG9y78yiwIJ4uxZcYmkiP96zASIRqpbUom0TdihJ1CVCPsezReBEEAe93fkDG8gJyJdlOAHip/iS5XhmdiQR9yPC12W7HGxdpUHlfbj7pyz5oseHDUvpzvWOuNNsJAB/spa+1fH6mT52Kdm+lJZSy8uOQnCHfJpUxdmPgwJMx5tVJ0TL73KW+LbMfFy2zz5+eIrs8W1zdDKdbgfP06DDEhtJ9oMdE2c78yCgEaelexNO9NKCcFSpftL3JQl8rUTe64u4TocRYhkYLff6bIzdI5pX3teKMgT7/J5PnkOttNZdgsJiHrwM1WtyaSX9mH5ZWYdDqOhEfHqDHyrxUyfs1txlQcp6+38aV8gGqO5vVjr0f0BaZq2/hbCdjNzoOPBljI2pr7kVDjWtZV6FUYJYPHWecTgEny+jy+fyZ8vstj16i8xZkSgPBoy2i/Z3x0jnigGxmmHxA2WKh5ZYS/KRdjSaTQ3Dgg85tZGx6YBGS/aTbBF6sP0Gu54QlYVqwqz2nIAh45Xw5mXNHVg4poeQUBGw5QU+a3zY7BxqVdO+lONuZmxGNjJRIL5/o4yz5QJ+rfqh/oA6LVntvrckYu75x4MkYG5F4mX3a9EQEhUiXr8UqazvQN+DKuvnrNcjPku6jdAoCiqtpwLhQFHg6BUFSRml+PD0ZbbRbUGXsJGMzQuRPT4sDz6ne33nEcAwdbj3ZFVBgk0y285KxCwe76IGhB1PmkuvDzU2o6TMMX6sUCsmhouOXmtDYTfuyy3UqMlts2HWINg3Y6EMJJQDY+U4JuV62Ph86P438ZMbYDYMDT8bYiMS92X1dZheXUZpdkAS1TJejytZu9JrcAlStBoVJMWROVW8Pes3uS8caFETSvYJn+1rJ/s60gHDZ/Z12wY5OKw1Q47TSLj2TZchhxvZuWrdzQcg8xOhiJHP/Lcp25gXFYG4YzYq+dE60vJ2ShrhAum1hSzHNdq7MS0VkkL/k/fYdq4ZpyNVJKjjQD0vmej9U1lTXjfMlonaftxZ5mM0Yu5Fw4MkY82igbwgXztJs5Jwl3lskAtLAc94M+WX249V0CX1OejzUKvpX0/FW+gyzY+OgFnU0KjXQjKinbGentYt0LApVh0Kv8p7BnSi7enZjwOFWv1Shxc2RN0nmNQz2Ylc7zT5+OnUe2TNb0d0lyQw/mE9bU9Z3GXBclGG+a540iykIAt7fQ+uArl+WA63G+yEscQml3OmJSE7nQ0WMMQ48GWMjOH20GoJb0fDk9EhEx4WMcMfHunpNqG3sGb5WKIA5hfKF3I9fokHQ/AxpwHiilS6Nz4uT7sk820cDrqIQ+X2b7dZ2ch2j9V4EfaJ023qwt3c/GVsZvhwhaul3/EJdMZxuOd2MgAgsiUwnc14sp6fIZ8XEIl+UGX7jOM125idEIT9R+h2cq2wjP0OlQoGbfVhmt5ht2P8h3WO69jY+VMQY+xgHnowxj04doh105vi4zC4+VJSTHo1gmZ7eQzY7zonKKM0X7e+0O50409FG58QmSOacH6ABZWGI/L7NTmsXuZ7KwPOdjvdgF1ydmIJVwVgTvkoyr2nQgB3tF8jYp1PnkfJILcYB7KqnNUA/XUCXt/sGzfiwlFYouGcB3f952Xu7abZz/oxkREdIO06JHd5VgUGjZfg6KESPecuyR7iDMXYj4cCTMSbLZrWjtJgGMr4us58so8vsc4vks50X2vvgcCujlBwRgtgQGtxUdHfBZHMr++Pnh/TQUDKn1tSNIYdrTphGT+pauuuy0cAzQiMtmD4ZKgerUGqkGcpNUTdDp5S2q/xXXTH5nlL8w7Aqmv4S8O/ys2ROekiopGD8u6cuwuJWVzU6OADLc1Ml79fZY8TR03Vk7JY18gGqO0EQ8NHbJWRs1aZCaHVTWyOVMXb14MCTMSbrfEkjzENuwVxEANKypQdexGw2B0pE3YrmFsnv7yxv6yXX82SW2U+20WX2ObFxklqg5/ppRjQvONZjO8ceG33PSO3kB552wY432t8iY8l+SZgXPEcyt3HQgO3ttKTRp1PnQaVw/fXdYx7Cu5doS8uHCopIRtTmcOBNUQmlO+dOk+ynBYBteytIX/bk+FAU5XovOXXpfCtqK12ZZ4UCWHPbDK/3McZuHBx4MsZknTpMl9lnLsyAUum9N/f5S20YsrhlKEP8kZ4sH9ydbzOQ67np0uDmVDsNPGfHSJfQxYFngYdldgDoFQWe4WppJ6WJtr/3gGSv6eboO6BUSP9K/mfdcZoV9g/DupgcMue/FedgdrgymTH+AdiQRmut7iqvQbfRVVdTr1Hj1ln0dQDAYrVj+34a6N66psCnvuw73j5DrmcuSPdpTzBj7MbBgSdjTEIQBJw+ItrfucR70XgAOHVW1D2oIFE2aGnrM6JtwBUIqZQKzEyhAaPD6URpBw3QZsdKg8oK0f7OvGD5zKwgCDC49WgHgFBNqOzcidJj68GHXR+RsQUh85CmT5XMrTP1YEcb3dv5SOp8ku00Wq147QLNZH4yr4AUgxcEAa8epQd+Ns7MRrBeuqy/79gl9Lvt0Qzw12LlQu9bLPoNgzi2l2Zd190x0+t9jLEbCweejDGJxpoudLa5CoxrtGoUzE7x6d6TZ+nBotmF8t2DTtXS5fj8hGj462iB8creHhjd9neG6vyQHhJK5pgddtSauslYbpB84GkRLLAKrrqUaoUa/kpp/cqJIggCtrS/TZ5Br9TjlshNsvP/UXuUnGRPCwjHmhh6UGdLZQUGrK7XC9HpcGc2LQZ/sqYF1R2uTK9SocDd8+VLKL27kwao65flwk/nvfD73g/OwmZ1y7rGh2D6fO81PxljNxYOPBljEqeP0u44hbOTfeo609VrQn0zDXBm5snX0zxVK9q7KbPMfqadLqHPjI6RZE8vGTvJUnS8XzBCNNIT9AAwYB8g10GqIJ+WkMfLmYFSlJvoafHbojYhSC09LX5xoAO7O+gJ9M+lLSTZTrPdLikY/4ncfPhr6M/qP0fpnGW5KUgIC5a8Z2lFi+Tnd8sq7yWUHHan5FDR2ttn+LQ1gzF2Y+HAkzEmceaoeH9nuoeZ1OlyusyenR6FIJkySoIgSDKes1OlS+hnRMvsM2KkmUxxm8ycIM/lkYwOE7kOVAV4nDveTA4T3uygB4rS/FKxIGS+7Py/1Rwh19mBUVgRRZe83666iB63jk7+ag3um0YDxaq2bpyood/1JxYWyL6nONu5cFYqoiODZOe6O32kGl3trgy5VqfGyo2FI9zBGLtRceDJGCOM/UO4WE4DFV8DzzPnaOA5u0B+mb2hu48cdPHTqJGXSAudC4KAElHgOTNa2tqycoAGntkjBJ5DjiFy7a+avGX2Le1vkQ5FKoUK98XeI3ug6ExvE45015Gxz6cvIqfUrQ4HXiinHYLuzslFiI4G+v85QrOdRUkxsgXjm9sMkm5Tt62VD1DFtr91mlwvXjMNgcFT1w2KMXb14sCTMUaUFtdJuhVFxXo/mex0Cig5T7sQzcyXDzxP19Fl9qLkGHIYBgBaTUZ0DQ0OX/upVMgNl56Ov2SkdTmzAz23ZjQ7zeRar5yc4Kh0oAynBuiJ73XhaxCnkwbSgiDg6epDZGx6SDwWRqSSsfcuVaJj0PX96FQqfErUHrPVMIA952gt1vsXyWci391JtwBkpUYiL8t7+azG2i6Un6IB6/o7+VARY0weB56MMeKMaH+nr9nO6oYuehpar0V2mnwQeKaO7t2cJbPMXtpBOxrlRUZJglOnIKDaRAPPzMBIj89ocTvUAwA6pdbj3PHSZ+/Hq+1vkLEEXQLWRayRnb+/qxrlovJQX8hYQvai2hwO/PMszXZuzs5FhJ5mcF89Wk72v6ZGhmJRtrSYf7/RjF2HaR/429cV+lZC6U2a7cwpTPCp3itj7MbEgSdjbJjTKaC0uI6MzVjg6zI7zXYWTYuHSqY4uSAIKKkXHRpKkWb+yjrpMntRlHR5uM3cj0G3jkVBah2idZ7bOtqddnKtVkxsRx2n4MR/216FyW1vqQoqPBB7H1QKlWS+3enAM9WHydjSyHRMD6UHr7ZWV6HV5Fq21yiVeCiftsfsNQ3h/TM0mLx/USFZrr9s+/4LsFhd301EWACWzPH+czcNmHHgI1rKacNds7zexxi7cXHgyRgbVnOhDf0G1/KtPkCL7ALvHWsASJbZZ+XLn2Zv6O5Dj8mtkLlWjZw4aZbybCfduykXeNaaesh1WkDEiFk6AU5yrZDZXzmeDhgO4byJ1uHcELkeiX7y3807LeVoGHQ7VQ4FvpCxmMyxORx4rqyEjN2ZlYvoAHpQakvxeUl7zLWF0mDSZnNg6y66zH7rmnyo1d6/mz0fnIXFvbtVZCDmLssa4Q7G2I2OA0/G2LAzx+gye9HcVKjV0sycmMVqx/kq0UEgD/s7z4iynYVJMZK2jVaHAxd7aW3OQpnAs25QHHiGe33WydJgbsS7HVvJWLo+DWvCV8nOH7CZ8Y/ao2Tslvh8pAXQfa3vyWQ7Hy6cTuYMWmx48wTtPnTvgnzJVgUA2He8Gj19bntpdWqsX5YrmSfmdDjx0Vt03+r6O2b69L8XxtiNiwNPxtiwkuP0IMpMH5fZz1e1w+aeXYsIRGyUfBmeUh+W2St7umF3urKTsQGBiNRLT6DXiTKeqf4jB57i5W2HYPcw88oMOgbxr5YX4YDrO9Er/fBg3AOyp9gB4IX6E+izuQ4/6VUafC5tIZlj9ZDtjBFlO98+WQGj2bWfNVivwy0y7TEFQcDbO8rI2NolOQgKkHY0Ejt1pBodra4uUBqtCqtvKRrhDsYY48CTMfb/GfuHUH2BBoW+dp4RL7PPyEvwuORd2iDau5ksPYhyrpseGCqIlD+k1DhoINcpASP3Xdco6GEiq9PmYebYOQUn/t36CrptNCi+L/Ze/L/27jM8qjJvA/g9JXXSeyEhkEISektC72BEpLqInVXx1XVV7LiurrqKiqvoirjK2jtFQVSQJh1CD52QQCCF9Eky6Zk57weWZJ4pyUwSJsnk/l3XfjhPzjlzkrPEO0/5Pz4OpoPx5Uo1frh8VGi7I3ww/JwMAmXaWVzR6+10lCuMejtr6urx/T5x6Hz20Di4OhpvAHDoRJZRwfgZky0rofTrykPC8fAJcfDwtl15KiLqnBg8iQgAkHog06iMko+f+YU6+o6dFoNn/zjT80KvlGqQX9a40EYplyE2xHh+58lCcX5nvK/pleqXq0qE4zCXpoOni0KscVmlqzJzZsv9WrgBpyrEYe5RXiMw0L2/mSuA98/vRJ3U2Dvq7+SG28MHC+dU19cb9XbO7mXc27n+6DlxDq2DErck9jb5uWs2iL2dI4b0QJC/8Y5Ghi6ez8epI+LWqDfewkVFRNS8ZoPn22+/jXHjxiEsLAyRkZGYO3cuTp0SVzFKkoTFixcjNjYWQUFBmDp1Kk6fFn/xqtVqLFiwAOHh4QgPD8eCBQugVqvb9JshopYzHGa3tLezorIW6ZnifExzwTPVoLezh687nJTGK8tPG/R4xvsZB8/K+loU1TbOTVTI5Ah2bjo0qeRiSNPoFXRvC4fKDuP34s1CW4Rzd8zwn272mv3FmdheKO4U9ZfIkXBWiD2UP5w9ZVTX9M8GvZ11Wi2+3i0WjJ8xJBYeLsZD52kXC3DstLhRwKwbLBsq//UHsbczfkAYIiyo+UlE1Gzw3LVrF+69915s3LgR69atg1KpxIwZM1BS0tjT8O6772LZsmV44403sHXrVvj7+2PmzJkoL2/cF/m+++5DamoqVq1ahVWrViE1NRUPPPDA9fmuiMgqkiQh9cBFoW2AhcHzxLlc6PRqRYaHeMHb0/SQa+plMXjG+BsXpq+ur8eFUrXQFudjHDxzqsuE42BndyjlTf9K81SKwbSkTm36xBZIr8zAV1e+FdrcFW6YH3I3HOSmyzbV67R459x2oa2PRxCmBIrzMSvqavHpcbF38k+x8UbzXjccOy/0KDsqFJibZHrofPVv4v369go2W3dVn7q4Ars3ix0LyeztJCILNVvEbs0acW/h//znPwgPD8e+ffuQnJwMSZKwfPlyPPbYY5g+/epf9cuXL0d0dDRWrVqF+fPn4+zZs9i8eTM2bNiAhIQEAMA777yD5ORkpKWlITqa5TeI2lPWxSKUFDb2/jm5OCC2n+lV6YZSz4i9Zv1izZdfOnFZLAofZWIf8LSSYqHoeaibOzycjHvscqpKheNg5+Z3V/Jy8IIccuj+V1apXFuOal01nOXG+8lbI6cmFx9n/xdaveFyhUyBe0Pnw9vBy+x132cdFVbmywA8HjPWaH7sVydPQF3TuPBI5eCAe/qIvZ31Oh2+3C2GyWmDYuDnbvxHQG5+GXYfFHu45ySbnwqgb9Pao6iva/w+A0M8MWREVBNXEBE1snqOp0ajgU6ng5eXFwAgMzMTeXl5GD++sUSIi4sLhg8fjv379wMAUlJS4ObmhsTExIZzkpKSoFKpGs4hovaTalA0Pr5/GJQOlpXFST1jsP2lmeBZWVOHjHxxTmaUn/HQ+LkScVFOLxPbZALAlepy4bi5YXbgahj0cxDvl1OTa+ZsyxTUFmB51n9QaTBfdF7gXPR0Md9rXFCjwX8v7BPabgrujXgPcZV/cXUVvjwlDp/fEd8H3s5iWN50PB05JY0/E6VcbnZ7zDUbU4Ve6u6h3hjct/k/NGpr6vH7mqNC2w1zBkNuYqMAIiJTrP5t8eyzz6Jv374NPZd5eVeHzvz9xSEaf39/5P9vy7v8/Hz4+oqFnWUyGfz8/BrOIaL2cyxF7P3qlxBh0XXlFTW4cNmg3mas8faXAHA6p0Ackvf1hJuT8Urrs8Xi/cwFz/waMXgGOZsu32Qo1KB4e2bVJTNnNq+wtgjvX16O0npx2P9G3xuQ4DmkyWvfTdthtOvSgwbF4gHgk9RjqKhrPM/LyQl3xIuBsl6nw+c7xS00kwdEIdDTeHFYSWklNu0UdzSak9zfou0xd206ZbTBwNgbLVsFT0QEWDDUru+5557Dvn37sGHDBihMFCJua2lpadf9M6hj4Tu3vbo6LU4dFVcoewbILHoXJ9IKoZclEeyvQl7uZeSZOHfHSTHghXtc7bEz/JzUHHGFvHt1tclnSS8Seyp16gqLnlkliUPPhwoOo1uRZbsz6SuWivGTtB4VqBDa+6IPehZHIK3E/LMcry7A5gIx/M10i0JRZjb0Y3d+dTW+P2Owq1BwKHIzM4W2PRfykVXcGH4VMhlGhXqa/Hn8/EeGUHPV28MJIT66Zn92kiThx6/2CG2DRoQhO6dlwZ3/1rsevvOuobnpkxYHz0WLFmHNmjX4+eefERER0dAeGHh1JWNBQQHCwsIa2gsKChAQcHWnkYCAABQVFUGSpIa/qiVJQmFhYcM5LXl4si+c79s+ThzKRF1tYxDxDXDH8NEDLeoB235Y7J0c3K+72Xd45dBF4TgpPhKA+O9ckiRkHxDDzZjefRDiZtybWVN+DGjsfEOf8J6I9o1o9pndatyx62LjZ2QhG0E9guCutKzHFADOV6ZjTfY6VEni8HqCxxDcFnSr2SLxAFCtrceilF1CWy/3ADwwcAIUBtd9tnMb6vWSfZBKhYdGjoaTovFXd71Ohxd+F3s7b+gfheEDjYfZKyprse+o+PP909RBiI01Li5v6Oj+C8jPbuxllitkmHf/BPgHNT+31hD/rXc9fOd0jUVD7c888wxWr16NdevWISYmRvha9+7dERgYiG3btjW0VVdXY+/evQ1zOhMSEqDRaJCSktJwTkpKCioqKoR5n0Rke8cPir1nfYd0tyh0AsDJc2LB+T4xpofZJUnCySyxNmfvUOMV1FcqKqDRG1ZWOTggWGW6lmixXiklAPB1VJk8z1CQYyACHRtL/+igw57SfU1c0UiSJOwo2YX3Ly83qgE6xGNws6ETAD65uA9ZegujZACe6TXeKHSeKSrErxlimaUHBwwWQicAbD6RgctFYm/nXaNMLxT6ZdspVFTp7Wjk5ozJFmyPCQDrvzsgHCeOiWlR6CSirq3Z4Pnkk0/im2++wccffwwvLy/k5eUhLy8PGs3VFbAymQwPPvgg3n33Xaxbtw6nTp3CQw89BJVKhTlz5gAAevXqhYkTJ2LhwoVISUlBSkoKFi5ciClTpvAvIKJ2dvyQGDz7DO5u0XWVVbU4n2mww1CM8faXwNXC8erKxlXZzg5K9AgwLvaerhYXH/X08jYbgkvqxODp7WjZrjkymQzDPMU/eDcXb0WxwU5Dhsrqy/DfnE+xKn9Nw6r4a0Z4DscdQfOaDZ1p5QX4+tJhoW12aH+jBUWSJOGdQylCW7S3N6b2FFeP1+t0+GzHUaHthv5RCPU2XmhVU1uPtZtOCG3TJ/WGs1PzA1+Z5/ON/kC5ae7QZq8jIjLU7G+cFStWAEBDqaRrnnnmGSxatAgA8Oijj6KqqgpPPfUU1Go1Bg8ejDVr1sDd3V24z9NPP43Zs2cDAJKTk/Hmm2+22TdCRNbTlFcjw2CbzL6Dwy269kx6PnR6Ox11C/I0W7/zdI4YUHsF+5qsuZlRKgbPyP9VzzCklXQo09vXHAC8HCwviZTkmYCNRb+jSnf1HjW6GqzI/gz/1+1+eBgMudfoarCzZDc2FW9uOF/fVL9kTPaZ2Gwvcb1Oh9fObIZWagyt/o4qPBg53OjcXdlZSMkVy1Q9MigBCoOf2cbU8+LcTrkMd48aYPLzf995FuoyvR2NnB1w0wTTOxoZ+tmgtzO2Xyii4k33bhMRNaXZ4GnJ7kIymQyLFi1qCKKmeHl54aOPPrLq4Yjo+jp5+JKwOCi8px+8fC3bJvNkmhhYe5vp7QSAMwbB09Q2mQCMCsf39DS9BaamvhZ6jw2VwhFKueULHl0VrrjJbypW5q9uaMuqycLz6S8i2XcKgp2CUKmtwoWqCzimOY5qE4HTSeaEO4Lnob+7Zbv9fHv5ME6Xi8uunuw1DiqlWKO0XqfD0oNimbmEoBCMCBXLHdVptUa9nTcOiEaIt/Fc1bp6LVb/Js4DvXFsHNxcjeujGirKL8eezWeEtptuZW8nEbWMVavaici+nDwsrkjuO8SyYXYAOGUYPKPNB8+zFgbPi6ViUfgenl4mz9PU1wjH7srmA5ShEV7DcFxzAmcqzwrtvxVtbPbacOcw3B18B/wdm9/pBwAuVhTj4wt7hbbx/tEY429ceH3NuTPI0AvgMgALhyQY9aj+ciQNuerGov9KuRx3jxxg8vO37klDQbHejkYOCsyYYrrGp6HfVh2CVtvYSxsc5o3BLBhPRC3E4EnUhZ04JAbP3oMsC5719TqczRAXC8WbCZ6SJOFsrrj6PS7EdGAzDJ4RnqYXr1QYBE+V0rHJ5zVFLpPj3tB78HH2J6jV1SKz+hIkoR/VmLPcGcm+UzDaeyQUMst6WOt1Orxy+nfU6horB3gonfFEr7FG55bX1mL5UXEO6E2R0Yj1FYN6TV09Pt95VGibNigGQV7GvdVarQ4rfxV7OyeP7gUfM9Mi9FVqarB5rXjt1LlDIJdbtviMiMgQgydRF1VSqEF2ZmMglMlliBtg2TaZGZeLUFNb33Ds7emCIH/T5YiyS8qhqWlcSe3m5GhyOLi8tkbYFtJBLje7or1KWy8cuyiMC9FbwknuhAdC78fh8sPIyctFrVRr8jx3hRuGeSZhnM8YqBSWrZ6/5qtLB3GyTOwdfjxmrMlV+B8fOyL8DJyVSjw8yLgQ/Y8Hz6CgvHFxlaNSgbtGml7Jvj0lHbn5jfNAlQo5Zt9g2faYm9cdQ1Wl3ip4L1eMucGyeaFERKYweBJ1UScMhtkjY4PgqrJsyPr0eXGuYnxUkNnFNeeuiL2d0UE+kJs491KZuPtPN3cPo8U019ToxODp3MLgCQAOciUSPRMQr4rHcc0JXKy+iEptFRxkSvg5+iHaNQqRLj0t7uHUd6Y8Hx8bbIs5xi8SUwKN62ZmlpbiW4Ni8ff06YcAVzGgVtbU4SuDPdlnDomFv4dxkNXqdPh+/VGhbcKIaARYMI+3rrYev648JLTdMHsgHE3sNkVEZCkGT6IuynB+Z59Blq1mB4yDZ1x0oJkzgTSDYfaYINNbYBoGzzB383uv1+kNWwOAgxULi8xxV7phuFcShiOp1fcCrhaKf+nUBmEVu5eDC56OHW8ypP/r4D7U6xrPDVKpcFdv44VL3+87IZSmcnFU4o4Rphc47T54AVm56oZjuVyGW24cYNHz79p0GiWFjXNInZwdMHnmQIuuJSIyx+q92onIPhhuk9nbwjJKAHAm3SB4RprfgSwtT6yPGR1sOnhmaywPnvphDoBR8fWO4N/nd+BChfi9Pxs7weQQ+86sS9iZJb6PRwcnwEUp9g2oK6vx7V6xFuetSX3grXIxuqdOJ+G7n48IbeOSohAcYP7nqn/tz9+KJZTG39QX7p7Gn0NEZI2O99uaiK67ovxy5GWrG44VSjl69Qm17NqSCmGFtFIpR2S46VXqAHDeMHgG+pg8L1tTLhyHupvfwtJwEVBHW+qyoyAdq7PF4fCpQfEYa2IVe61WiyUp4nD8wIBATInoaXTuFzuPobK2cWcnTxcn3Dqsj8ln2HP4AjKzG+uiymUyzL1pgEXPf2jXeWH+r1whw9S5xnNNiYisxeBJ1AWdOmI8v9PJ2bK5e2fS84XjqO5+cHAwPdStrqxGod4iGKVcju5+XibPzdFohOMQN/PzEGUGUVMnNb0a3ZauVJfhn6d/F9q6uXji8ZixJs//4mQqLpc39vbKZTI8kzjcaDj+ilqDHw+eFtruHNkfKifjFf06nYRv1oqr40cn9kRokFezzy9JEtZ+I9YRHT4+lttjElGbYPAk6oJOHjEYZrdifufZDDF49uppfpg9I0/ciahHgBeUCtO/dq5UiMHT3Ip2AEa7HhkOvbeXOp0Wz5/4FWV65Z4UMjle6p1ssuRTjqYc/009KrTNjolFLx/j6Qgf/3EIdXr1NAM8VJg51PQ+64a9nTIZMPcmy+Znnj6WhbSTuULb9NsTzZxNRGQdBk+iLuj0MTF4xg8Ms/haw+AZ28T8zvR8cZi9p4n92YGrvWz5FRVCW3ATPZ6OMnHuo+Eq9/ayLH0XThiUTnoocgR6e5iucbokZR+qtY0LpbycnPCXgYONzku7UoTfU9OFtvvGDoKT0nh9qMnezoRIhIeY/tkb+ulLcdh/QFIPhEdaViifiKg5DJ5EXUxxoQZXstQNxwqFHDG9Qyy6VqvT4Xymwb7rTfV4Fog9nj39TYef0poaIYC5KJVwczBfFN5FKU4LqNLWmTnTdjblncV3l8XFPCN8e2Be2CCT5++4fAl/XM4U2v46aCg8nYz3nF+++aAwq7VngDem9Is0ed/dBzOMejvn3Wz6GQxdOJeHYykXhbYZd7TNKn8iIoDBk6jLOXMsSzjuGRsIZxfLdv65nKNGdU1j76Knu3OTNSEv5qvFzzLT45lfKfZ2BriqzNYFBQA3hfi8hlto2lqapgCvnt4ktAU5ueOF+Mkma5ZW1dXh9f17hLZ+/gGYEW1c3zMlPRspGdlC2/+NH2KyxqlWp8PXBr2dYxKjEBbsZdH3sfZrcW5nr76hiOtv2aYCRESWYPAk6mIMh9lj+1keLNIuiNtkRkf4mw2IkiThQoFaaIvw9zJ5blFVlXDs79r0do6eDmJZH3VdlZkzrz91bRWeSf0Z1XrD/Q4yBV7rO9XoOa/5KPUIcvXmtCpkMjyXNMIopGp1OizbnCK0DewehGHRpt/ZzpQMXNav2ymT4babLZvbmXOpGPu2ifvWz7iDczuJqG0xeBJ1MacNejzj+ls+v/PcRYPg2cP83L/iiiphq0wXByUCPU33jhZWi8HRx7npepEeDs5Q6IU0TX0tqtthuL1Op8WiE+uRUy3WIH0iZizizczrPFtchC9PHhfa5sX1Nrmg6Ldj55FusEDrL5MSTIZ9rVaHr9eKOw2NGxZl0Up2AFj3TQr0iwOER/pj4DDjkk5ERK3B4EnUhWjKqnA5o3GOpkwGxPazrH4nYNzjGRNhvn5nZkGpcBzm52ly2BkASgx6PH1dmg6ecpkMfo5iiM2rLjdz9vUhSRIWn9mMI2pxGHxmaF/MCO1r8hqtTodX9uyCVi/hBbqq8OAA4wVFlbV1+HibGCQn941EbIjpn/nWPWnIydMryySXWTy3szCvDDs2iNt1zrgjscnpDkRELcHgSdSFnD2eIxyHR/pD5W68mMWU+nodLmSJq9SjmujxzCxSC8cRZup3AkBJTbVw7G1igY2hYGdxB57s6lIzZ14fKy7sw69XxLqag7y64fHosWav+eb0SZwsEsP7s4nD4epgXEP1m93HUaRpDOSOCgUWjDcOqABQV6fFN+vEuZ2TRsZYtEsRcLW3U6tXqikw1AtJY43nmxIRtRaDJ1EXcva42DtnzfzOSzklqK9vDCe+Xq7w8TQ/F/NykTj8HO5rvgB5aY24OMjLufngGebqJT5fZYnpE6+DH7NT8d+L4kKcbi5eWNx3qtl947PKy/DBUbEHc0L3CIwN7250bl6pBt/uFYfj/5TUG0Fmpips3HEG+UWNc0aVSjlutbBup7pIg63rxc+aeWcSFEr+54GI2h5/sxB1IWdPiMGzV1/Lh9kNyyhFdjc/zA4Al4sMhtp9zfe+GQZPD8fmV9lHqMStN89rCs2c2bY25Z3Fm2e3Cm2eDs54u/90s4uJdJKEl/fsRHV94wIkd0dHPJs43OT5y7ccRE19Y3kpb5Uz7hzZz+S51TV1+G69WMbphjGxCPAzv+WovvXfHURdbeNz+Qa4Y9TkeIuuJSKyFoMnURdRV1uP9NPijjQxfSyr3wkAGZeKhONmg2ex2OMZ5mO+x1NTVyscuzs6Nfs80W7iMP9Jg8Lt18OOgnT849RGoaamk1yJJf1uRrir+QLtq8+dwYEr4s/+8SGJ8HMx7jE+cTkfm09kCG33jxtscmtMAFi3+SRKShuH5J0cFRbvUlReWoXf1x4V2m6+LQFKM1ugEhG1FoMnURdx4Vwe6mobe9F8A9yt2n8745LYo9gzzMfMmUC9TodctbjYp5uP+R7PilpxRbrKxJxHQ/EegcKO7RcqilFcW2n2/NbaUZCO5078ImzPqZDJ8M8+N6Kfp/kAn11ejncOisPyw0JCMT0qxuhcnSRh6UZx56CoQB9MHRBt8t7lFTVY9dsxoW3ahD5NToHQ98sPB1FT1fiz9/JRYfxNphdGERG1BQZPoi7i7AlxYZE1w+w6nYSMy+LCoqZ6PAvKKqDVNfYLequc4epkPkxW1lsfPN2UTujlLu6atK/oYrPXtcSW/HNYdOIX1OuFThmAv8dNwSg/8yWHdJKEF3dvR5XeELur0gHPDxtpcsX4r0fTcCZHDPiPTkk0WSweANZsSEVFZWNvscrFEXOSTQ/JG9KUV2PDKnFB0k23DoFjE++JiKi1GDyJuog0g+AZ08fy4JlXWI6q6sZwqHJ1bHLHopwSsbczxKvp+Yb6cx8B4y0xzUnyiRCOtxekmz6xFX7MTsXzJ34VejoBYFHsRNwQFNvktd+ePolDeeIUgMeHJiLEzfjnUV5dgw+3HBTaxsZFYGBEsMl7F6srsXaTuChodnI/uLtZVqXgt1WHUKUXWt09XTBpxgCLriUiaikGT6IuQJIknDspBs/o3qYDjSkXLovzO3uG+TZZ4zFXrRGOg72bDp41WjF4Oiktm2M4xl/cr3x30QUU1VSYOds6OknCB+m78MbZrcKcThmuhs6bQ/o0eX26ugTvHTogtCUFh2KWiW0xAeCT7UegrmwsK+WoVODhSQlm7//NukOo0Zs64e3pgumTmn6mayo1NfjtB3GF/dS5QyzeOpWIqKUYPIm6gKL8cpQUNoZBB0clIqICmrhCdNGgfmdEN/PzOwEYze8MNlMG6Jo6ndib6GBmaNlQrHuAsKinXtJhZdaxJq6wjKa+Bs8e/xlfZIo9kAqZDC/ET8H0ZkJnnVaL53f+gVpdYzB0c3DEP0aMNhnY0/OKsSZFrAl6x4h+CPIy/XPLvqLGxh3i9pbzbh4EZwuHyX9bfRgVmsZKAip3Z0yZZdmCJCKi1mDwJOoC0gx6OyNjA61auWxYOL654JlXKvY6BpoJUNfUGwRPpYXBUyaTYXaoOKfxh6yjrer1PFOWh3sOfIsdheLKcie5Eq/3nYbkoLhm77HsyEGcKRZ7iRclDUegSmV0riRJeOe3fcJuRkGebrh9uPlFPp+vPgid3hzakAAPTBnV9LD/NZUVNfjlezFQT507BK6q5isJEBG1FoMnURdwzmB+Z3S85WWUACAzSyzO3nzwFIfaAz2MA5c+SX+TcAByWL5V47Tg3vB0aJzXWKmtxetntxjdszl1Oi3+e2Ef7j30PbKq1MLXvB1c8cGgOU0uJLpmf242vjDYi31yRE8k94g0ef7vx9Nx9JI4D/SRKYlwclCaPP9Meh52H7ogtN05awiUFhZ8/23VYVSUNw7pq9yckDzbsq01iYhai8GTqAs4b1C/05r5nbV19cjNN9iFKMSryWvyywx6PJsZam8NV6Uj/hyRKLTtLMzAB+m7LQqfkiRhT9EF3JnyNT6+sM9oEVEv9wB8NnQeensENXuv4uoqPL/zD2FOaJBKhb8ljTA5xF5eXYNlm8R5oImRoRjVK9zss37yg1iaKTrCDyOHNB+IAdO9nTf+aQhc3djbSUS2YfpPaiKyG/X1Wlw4ly+0Rfe2vMfzcm4pdHoBLsDXDa5NLEKRJAkF5WI9TX+PputKGoYyHazrrZwd2h+/550Vish/eekg8ms0eDxmjMkdhWp19dhekI7vLx/BCTPF52eG9MVj0WPgpGj+V6VOkvDCru0orGos5i4D8MrIsfBwMh3sPtp6CMUV4n7sC5OHmV24te9IJk6m5Qlt829JhFxuWQ/xbysPGfV23niL6f3fiYiuBwZPIjt3Kb1Q2BLR288NPv6WbacIAJdzxGH27qHmd+gBgPLqWtTqbffo7KCEm5ldd64xnNOpXwPUEkq5HC/F34A/H/wOZfWNwWpj3hlszDuDCQHRiHUPhIvCASW1lUjTFOBgSRYqtbUm7+ft4IJnYydgjH+Uxc/wxclU7M7OEtru7TcAQ4JM9y6fzi7ATwfPCG23j+hrttB+fb0On65MEdqG9AtD/zjL/oio1LC3k4jaH4MnkZ0z3CYzMrb5IWN9lwyCZ3hI08GzSCP2dvq5uzZZegkAHOXiQqcardbMmeZ1c/XCewNm4uGjq6GpFwPllvw0bMlPa/YeMgA3BffGw1Ejze67bsrhvCt4/7AY6vr7B+CB/qbnTtbrdFjyyx6hXzfU2x13mNmPHQA2bD+N7LzShmO5TIb5c8yXWzL0yw8HjVays7eTiGyNczyJ7Jzh/M6oeMvndwLA5Vy1cBwW7NXk+UXlVcKxr1vzAc6wbqdhQXlLxXoE4qNBcxGp8r16X7kCTnLLVu+P8O2BT4fehr/FTbIqdBZVVeKZ7VuFVekejk5YPHq82dX5q/afwrkr4qr3J24cDiel6b6AispafL1W3GVo0qiYZhd5XaMpq8IvP5hYyc7eTiKyMfZ4Etm59DPi/MWoOOuCZ5Zh8GxmYZH+nEUA8FY1H+IMt8isqDM9BG6Jnm6++GTIPKzKPoaTpVewtcB8T6evoyvGB8RgZkhf9HTztfqz6nQ6PL19KwqrxF7eV0aOQbCb6QVVV9QarPhDDJET+/REQqT5naS+/+UIyjSNUwicnZS4Y8YQi59z/fcHUVUh7lLE3k4iag8MnkR2rLqqFlkXDXYd6hVo8fVarQ45eeKK9m7N9Hjq774DXN2nvTluDuIcUE0rgicAOCmUuD18MLSSDreWDcSJ0ivIrS6DVtLBVeGAUBdPxHsEIcrNDwpZywd+3j2YgsMGW2LO79Mfo8PMr0p/69c9qK5r7NF1c3LEXyebHzLPzS/D2k0nhLbZyf3h49X0gq1rykoq8etKcZeiafOGwsWVuxQRke0xeBLZsYtp+ZD0FuoEdfOCyt2yvbwBIL9Ig3ptY3khT3dnuLk2PTyrrhCDp5dr859nuOpbXVNj5kzrKGRy9PMMQT9P6+qWWmJ9ehq+Pi0GwoSgEDw00HxP4qYTGdh3XlyA9NCkofB1Mx8iP12Vgvr6xnfg663CrCnmi8sbWvdNCmqq6hqOPbxcMWUmdykiovbBOZ5EdsywjFLPXtYtLMq+UiocdwvybPaasmoxNHpaEDx9nMXh+OKqKjNndgzHC/Lxyp5dQlugqwqLx4wzO6+zpKIK727YJ7QNCA/CTQNjzH7OibO52H1QLBZ/z+yhFm+NWVyowYY1R4S2GXckwpm9nUTUThg8iexYxllxGNiaYXYAwipqAAgJbD54lleJwdPDpfkFLH4uYo9fQWWlmTPbX65Gg8e3bRL2YXeUK/D2+ElGAVrf0g37UKr3s3FUKPD0TSMgN7PiX6vT4aNv9wpt0RF+GJtkeYmnH7/YK5bS8lVh0oz+Fl9PRNTWGDyJ7NiFc2Kx8R5W9njm5IvBM9SCHs/yKnF+ZnM1PAEY7WGeW6Exc2b7qqirxWNbfxeKxAPAiyNGId7Xz+x1O89mYstJsedy/pgBCPcz//PcvOsc0i+J83Pvv3WYxcXi83NLseXnVKFt1t3D4GhhbykR0fXA4Elkp2pr6owWFvWIDrDqHrkGC4uCA0wXN9dXUWMQPJ2bD54hKnEFeLam3IKns606nQ5P/7EV50qKhfb5ffrjxp7meyFLK6uxZP0eoS0myBfzhpmfp1lRWYsv1ojlj0YN7YneMZb/4bDqk93Q6s0N9Q/2xPibzNcJJSKyBQZPIjuVeb5AWFgUGOJp1cIiAMgtMAie/hYEz9o64VhlQQ9bN3fxvpllpWbObB+SJOHVvbuwJ0dcGDQ+vDseHtR0WaN3N+4XSkwp5DIsunkklArzv36/XXcY6jK9rTQdFPjznxLNnm8o62IRdvx+Smi7Zf5wKB0sq2lKRHS9MHgS2amLaeLCooho6+Z3anU65BeKQ95BFgTPKoPg6eLYfPAMcXMTdi8qqa5GcXXHWWC07MhBrD1/TmiL9/XDP0eONTtHEwC2n76I34+nC213jeyP6CDzNUMv5ZRg3RZxtfyc5P4I8DVdF9SU71fsFP7oCO3ui1GT4y2+nojoemHwJLJTmefF4NndymH2EnWlUErJXeUElQWroWvqxO0uXRybr9qmkMvR08tLaDtbVGT6ZBv74kQq/nv8mNAW4uaG9yZMhouD+VBdUlGFJb+IQ+yRgd64a5T5xT2SJOHjb/dCq20Mjf6+bpidbPmCoPQzV5CyXSyaP/e+EZA30cNKRGQr/E1EZKcuGgTPiCjrgmeeQW9noJ+7RdfV1InbXZrbBtJQnMHinNTCfDNn2s7Ks6fxzqEUoc3LyRkfTEyGr4v52puSJOHN9buFYvoKuQzPTx8NB4X54e49hy/i8Mlsoe3ePyXC2cnyksvffLhdOO4ZG4SEMeZLNhER2RKDJ5Ed0ml1uJReKLRFWNnjmVckLvAJ8LNsqLe2XuzxdFBa9mumr7/4fEcMdgSytR/TzuK1fbuFNlelA96fOAXdPZte3f/rsTTsPHtJaJs/emCTQ+zVNfX4+Duxzme/2GCMHNLD4mdOPXgRJw6JnztvwSjImpgOQERkSwyeRHboSrYaNdWNcy3dPV3g42/5HEEAKCgSezwtmWOokyRoJUloM1dQ3dCgQHHF9rH8PNRo682cfX2tOXcGL+/ZKbQ5KRR4Z/wk9Pbzb/La7JIyLDUoFB8f6o87Rja9onzlL0eFn7lcLsP/3T7c4tCo00n49sMdQlufQeHoNzTCouuJiGyBwZPIDl1KLxCOwyP9re71KigWg6e/T/PBU6vTCccKuczizw1390CQXj3Paq0WB3JzLbq2LX1z6gRe2SvuSqSUy7Fk7EQkBDe99Wa9ToeX12xHlV7RdielAs/PGN1kAM/OK8WqDeI80psn9kb3UB+Ln3vftrPIOCvWbZ33f6Mtvp6IyBYYPIns0KUM4+BprcLiCuHY38IeT30KmeW/YmQyGUaEhgltmy5mWHx9a0mShOVHD2HJAbG3UimX462xEzCqW5iZKxt9vuMoTmaLP/u/Tk5EuK/5oXlJkvDhV7uF/di9PV1w+3Tze74bqq/T4ruPxR7axLExiIoLtvgeRES2wOBJZIcuZYjzO7u3QfD081aZObPtTOweIRxvzryIyro60ye3oTqdDi/t2YmPjon7mjvI5fjX2IkYE9a92XsczbyCz3eKvZbDo8MwfXCvJq/bdfCC0YKi++YmwdXF8v3UN687hrxsdcOxXCHDrfePsvh6IiJbYfAkskOXDXo8w3qY387RnCK1GDx9WxA8JUjNn6RnaFAI/PVWi1fW12F9eloTV7ReWU0NHt68wahOp7NSifcmTMbosPBm71FaWY2Xf9wu9Pj6qFyw6OaRTU41qKyqxccG+7H3jQ3GmMRIi5+/qrIWqz8T7zH+pn4ICbd8mJ6IyFYYPInsTG1NHfJyxJ1/ukWYX01tSl2dFmWamoZjuUwGbw+XZq8zHFrX6qwLngq5HNOjxNI/n59MRZ1Wa+aK1kkrKcYdv6xFSm6O0O7p5IQPJyUjKaRbs/eQJAmL1+1CfpkY1J+fMRreqqZ/Zl/9eAhF6sqGY6VCjofuGGHVfNyfv0lBmd49nFwcMOee4RZfT0RkSwyeRHYm62KxsGuNf7AnnC0o/K6vpLRSOPb0cIbCggLkCrkYmHSSZDTvszlzesUJC3FyNBqsPHvaqns0R5Ik/Jh2Fnf9shaXy8VtQUPc3PBp8jT0D7Bsp6eV+09h1zmDEkbD+iAhMrTJ69IuFuDnLSeFtlk39EN4iLdFnwsAxYUa/PzdAaHtprlD4G1h6SsiIltj8CSyM1kXxPmd4T2tH2YvLhW3q/TxNF8sXZ9MJoOjQYH0unrreisDVSrMihbnRS47cgjZ5eVmrrBOcVUVntq+BS/v2Ylqg57U/v4B+HLqdPTw9LLoXiez8rFss1hgPi7EDwvGN70wSKvV4d+f7xJCeaCfG+beNNCyb+J/Vv53N2prGlfQe3q7Ytq8BKvuQURkSwyeRHYm66K41aS1w+wAoC4Tg6eXBcPs1zg5iMGzus76WpwL+g+Eq7JxO8rK+jo8s30rqupbXtdTkiSsO38Os9euxpbMi0ZfnxXdCx9PmQofZ8u+V3VlNf6+apswncDNyREvzR7X5O5EALBuy0mkZ4p/IDx0x0irdii6lFGAbb8eF9pmzx8OFyt7t4mIbInBk8jOZGeKwTO0BcGztLzlwdPFUdy/XL+mpaV8XVzx2BCx5+5kUQEe37qpRavcD17Jxd2/rsOLu3dAXVMtfM1ZqcRLI0bj78NHNRsYr9H+r16n4bzORdNHIsS76a1F8wrL8dWPB4W20Qk9MaRf8+Wa9H39wXZhSkVIuA8mTGu6SD0RUXuz/M9rIuoUso16PK0fai8tF8OZpxXB09UgeFbU1Fr9+QAwJyYWu7IuY0dW4/zJfbnZuPOXtXhpxGj08W96C9A6rRY7si7h61MncSTf9Pabcb5+eG3UWERYOLR+zSfbjyAlQyyBNDexN8bERjR5nSRJ+ODL3ajWGx5XuTji/luHWfX5x1Iu4Oj+C0Lbbf83GkqlZcGZiKi9MHgS2ZH6Oi3yctVCW0vK6pQZBE8PNyeLr3VzFod6y6tbFjxlMhn+OWos7t/4C84WN4bpjFI17vx1HYaHdMOIbt2QEBQCHxcXSJKEgspKnCspxsErudiZdQnqmhqT93ZSKHB/v4G4q08/OFi4pec1O85kGtXr7NstAA9OHNrstdv3p+Pg8ctC2/xbEuDjZdkcWgDQaXX4atkfQltc/24YMjLK4nsQEbUXBk8iO3IlWw2dVq+WpL9bi+b8lVeIgc3Dzdniaz1cxJBaWlVt5szmuTs64oNJN+AvmzbgTLHYk7snJwt7crKsvuf48O5YOCQR3dw9rL72QkEJXvlpu9Dmo3LBK7eMh7KZVf+lZVX4zzd7hLY+MUGYMjrWqmfY+stxow0C7vrrOKu3RCUiag8MnkR2JPdSsXAcEtayIuKGwdNNZXmPp5dKDKklFS0PngDg4+yCT5KnYfG+3fi5FcXkk4JD8cCAgRgQENSi68uqarDo+y3CnFWFXIZX5oyDn3vzPZYffrNXqI3qoFTgr3ePglxueWCsrKjBDyvEfeRHTY5Hz14t+56IiGyNwZPIjuRcNgie3VsWPDWVBsHT1fLg6WtQNL2ovNLMmZZzUSrx8sgxuLFnJD44cgjHC6/uzOTj7IziavPB1t3RETf0iMTsmFj08rF+kdU19Vod/r5qK7KKxZqfj0xORP/uzYe+fUcysSMlXWi7bfogdAv2suo5fvpyH0pLGn+ejk5KzHtgtFX3ICJqTwyeRHYk93KJcBzcwh7PikpxXqabFcP1fh5i75/hyu/WSArphqSQbjhdVIgdWZdwpUKDA7m50NTVQgYZPJ2cEObugThfPwwJCsbAwCCr53AakiQJSzfsw6ELuUL7TQNjMGtoXLPXl2uq8f4XO4W2yHBfzJpi3Qr0/Bw1fl15SGibdutQ+AY0vYqeiKgjYfAksiO5Bj2ewWGW74Kjr7JKDJ6uLpYHzyBPcdecK2pNi56hKXG+fojztX61fkv8sP8kfjp0RmjrGxaAx5OHWTSv8uPv9qFEryC/QiHDo38eA6XSukD81fLtqKttLHjv7eeGm29jsXgi6lxYx5PIjlzJUgvHwd1aFjyrqsVama7ODmbONBbsJfbA5ajbZseh9rD99EW8/7u4M1GQpxte+9MEOFpQumj/0Uxs2SPOS73lxgGIDLdu2P/UkcvY/8c5oW3eA6Os3gqViKi9MXgS2YnqylqoixuHteUKGfyCrF+5DRgHT2crgmeotzv0+wGvqDWoacHuRe0t9VIeXvpxO/R3mlc5OeDNeZPgrWq+rmmZphr//lwcYu8e6o1brdwWU6fV4fN/bxXaesYGYdTk3lbdh4ioI2DwJLITV3LUwrF/kGeLCoprtTrUa3UNx3KZDI4Olt/HyUGJIK/G4XYJQGZhqdXP0Z4uFJTgme82oVZvn3mFTIaXZ49DzwDLepGXf7VHGGKXy2VYeO8YOFjxswSulk+6mJYvtN3913FWrYYnIuooGDyJ7ES+QfAMDPFq0X1qDLa4dHRUWF0jsoe/GM7S84vNnNnxXCnV4ImvfzcqfP/UTSOQGNXNonvsSEk3WsU+96aBiI7wt+pZKsqr8d1HYq/p8AmxiO1n2XMQEXU0DJ5EdiIvR+xVDAz1atF96uq0wrE1vZ3XRAWKq+nP5haZObNjKdZUYeFXG4xW4v95zEDcNDDGonsUlVRg2Ze7hbbIcF/MvWmA1c+z8pPdKNfrNXV0UuL2B8dYfR8ioo6CwZPIThTkisHTv4XzO/WHlwHAwcH64hexIeKK85NZ+WbO7DhKK6ux8OsNuFwk1uqcPrgX5o8eYNE9JEnC0k+2Q6NXgF+plOPx+8bCwcppD5cyCrDxxyNC24w7EuEX2LL3SkTUETB4EtmJvDYaaq+v1wnHSoX1cwn7dAsQjs/lFqGyts7M2e2vrKoGC7/eiPQ8sQ7q2LgIi8smAcD6radw+GS20HbXrKGI6GZdPVVJkvDp0i3C9qf+wZ6YNo/lk4ioc2PwJLITBbliT11AiGeL7qPTicFT0cwe5Kb4uLkgzLexZ04rSTiWeaVFz3O9lVXV4PGvN+KcwXSApKhueHHWGCgsLECfmV2MT37YL7T1iQnCjMl9rH6mfdvO4tSRy0LbXQ+PhaMTSy8TUefG4ElkByRJQmGeGDz9g1oWPLU6STiWW7mw6JrBESHC8f70bDNnth91ZTUe/fI3nMkpFNoHdg/CP28ZDweFZcPjtXX1WPLRNtTqzY91dXHAE/eNtTi4XlNdWYsv3t8mtPUbGoGho6Ktug8RUUfE4ElkB8pLq1CjV3vTycUBbh7OLbuZmDutXtF+TWJUqHC882wmJEkyc7btFZRV4OHPf0XaFXHFff/wQLwxbxKcrZjb+tmqA7hgsGvUg3eMQICf9dtZrvliH4oLGnd7UijluOfR8S1+D0REHQmDJ5EdKMwTdwfyC/Bos6DS0qg4pEcInPQW1OSVVuBEB1lkdKmoFA999gsuFqiF9gHhQVhy22S4OlpeMP9A6iWs3XRCaBuTGInxw6zvoczOLML67w8IbVP/NASh3a3b6YiIqKNi8CSyA0X54jC7X6D1PW3XyAwKk0u6lkVPF0cHDIsOE9p+PZZm5mzbOZGVj4c+/QW5BnvID+4RjCW3TbIqdBaVVODtFduFtgBfN/zlzpFWP5ckSfjknc3Q6i3u8vZzw+y7h1l9LyKijorBk8gOFOWLPZ6+AS0vuaMwCJ5ag8VG1rihX5RwvPlEBsqra8ycff1tO3UBj3zxG9SV1UL7qF7heHPeJLhYETq1Oh2WfLwNZZrGe8nlMjz1wHioWrCH+p4tZ3Di0CWh7e6/juN+7ERkVxg8iexAcYEYPH0C3Myc2TylwSp2rbblwTMpqht83Rr3Na+qrcdPB8+0+H4tpZMkfLL9CP6+aptRndIb+0fjlTnj4aS0bsX49z8fwfEzuULb7dMHIT4q0Ornq6yowZdGC4q6I2lcL6vvRUTUkTF4EtmB4kJx2NjHtxXB02Cnorr6lgdPpUKOmUPihLbv951ERU2tmSvaXllVDRZ9vxmfbD9i9LW7RvbHoptHGoXt5hw9lY1v1h0W2vrHheCWqQNa9Iw/rNiFkqLG3ZKUDgrMf2wiFxQRkd1h8CSyAyWGwdO/5XM8DbfINNy73VqzhsZB5dQ4hK2urMan24+26p6WOpmVj3s/Xovd58SamEq5HM9OG4kF4wdbHe6KSiqw5KNt0F+g7+XhgifvH2d16SQAyDibhw1rxFA8bd5QhIRbV3SeiKgzYPAksgPqInFvcS9fVYvv5eQoDjnX1Na3qgySh4sT/pTYW2hbuf+kUe3MtlSv0+GzHUfx0GfGi4i8XJ3xzh1TLN57XZ9Wq8Mb/9kKdVnj/ukyGfDk/WPh4+Vq9f10Wh0+fut3YQFXQLAnZt2VZPW9iIg6AwZPIjtQYhA8vVsRPB2UCmHoWaeTUGcwL9Jatw3viwCPxmfSShL+vmorNDVtv43mudwiLPjvz1jxx2GjYvhxIX5Ycf/NGBgR3KJ7f7oqBSfPiTsw3TptEAb27tai+/3+01FknBHv9+eFE+HoZPkiJyKizoTBk6iTq6utR0W53spqhQweLeh90+fqIgafisrWzcl0cXTAkzcOF9py1Rq8t/MUqtpoD/fSymq889te3LdindH2lwAwe2gclt0zFUGeLZv/uvNABn7ceFxoGxAfink3D2zR/YoLyvHdRzuFtsSxMRg4rGeL7kdE1BkweBJ1cqUllcKxh6cr5C3YX12fytVJOG5t8ASA4TFhmDkkVmhLKyjDwq82olhTZeaq5mmqa/HZjqOY++9VWH3gNHQG0wK8Vc54fe5ELEweBkelZVtgGsrMLsbST8R6nX7eKjy1oGXzOgHgk6VbUKX3c3VxdcQ9j05o0b2IiDoL6+qHEFGHYxQ8vVvX2wkA7ion6BcKKqtom9qbf52ciPN5xTh+uXEHoxNZ+bjnPz/h0RsSMT6+h8WLfS4VlmLtoTNYf/QcKswM2U/o3QOP3ZAEb5WLya9boryiBv/89yZU1zQuslIq5Fj00AR4ebTsvgd2puHADrGY/q0LRsHHr+XVCIiIOgMGT6JOrswgeHq2QfD0cBP3eS8tb3mPpD5HpQJv3DoJj325AeeuNA6HF1dU4cXVf+CLXccwLq4HxvfugW4+HpDrhVBNdS3OXSnC0cwr2HXuksnh9GtCvN3x2JQkDI8JM3uOJbQ6HZb8ZytyDHaGeuC2YYiNtL5eJ3C1Zucn72wW2qLigjF5xoCWPiYRUafB4EnUyZWVGvR4tnJ+JwCjnjx1adsET+DqKveld96Av6/aikMXxALs6XklSM8rwYo/DsNJqYCXyhlymQwVNXUoq2q+19Xd2RF3jOiHOYnxVheEN+XzVQdw6ESW0DZ5VC8kj40zc0Xzvv3PDhQXNK60lytkuP/pya2eHkFE1BkweBJ1cmVqMRR6eLV8WPkaw9JAxepKM2e2jIeLE/51+xS889NWrD912Wj1OQDU1GuRV1ph4mpjXq7OmJMQjzkJ8XBzbpstJrfsPofVG1KFtl49A/DQHSNaXNj9TGoWfv/xqNA27dYEREQFtPQxiYg6FQZPok6uokzcd9ythfMO9fkaBM+CYo2ZM1tOKZdjRt/umDNqMD7dfhTbTl2Ap6uz0T7q5sgADIwIRnL/KIzv3aNNejivOXnuCt77XFxx7uvlir/9ZSIcHFq2QKm2ph7/eWOj0BbUzQtz5g9r8XMSEXU2DJ5EnZymTOzxdPNwNnOm5fx8xEUuBcWW9Ty2RA9/b7w8ZxyulA7FoQs52HQ8A2dyC6GpFlfSK+QyhPl6IjbYDwO6B2FYdDf4urV+WoGh3Pwy/PP9TajX2yrUQanA3x6eBF/vltdHXfP5XuRcKhba7n9qCmt2ElGXwuBJ1MlpysUeQpV764NnkMGWm1cKysyc2XaCPN0wdUAMpg6IgSRJKK+uRXl1DSQJcHFUwsvVucWliyxVrqnGP5ZuQJlG/JkuvHcMevVs+XD4hXN5WPvNfqFtwrR+6DMovMX3JCLqjBg8iTq5inJx0Y3bdQie+UUa1NVr4dDCOpjWkslk8HBxgoeLU/Mnt5G6Oi3++f4mZF0pFdrn3TwIYxIjW3zf+notPnx9A3Taxnms3n5uuOOhsS2+JxFRZ8VllESdXFWlGDxdVK1fXOPs5CAMK+t0EnLzr3+vZ3vR6SS8/d8/cMJgO8wxiZG4ffqgVt177Vf7cTEtX2i79/GJcHWzXagmIuooGDyJOrlKjTgXsq0CTbcgT+H4Uk5Jm9y3o5EkCSu+24cdKRlCe++YICz885gWr2AHgEvpBVj9+V6hbcTEOAwdFd3iexIRdWYMnkSdXHWVGDxdXNumnFBEqI9wfOFysZkzO7eVvx7D2s0nhLZuQZ74+8OTWryCHbg6xP7Ba79Bq7dIycPLFfc8Or7F9yQi6uwYPIk6uarK6xM8e4SJwTM9s7BN7tuR/PbHaXy++oDQ5uPpipcfT4a7W+vmyq79aj8unMsT2u59fGKbFPgnIuqsGDyJOrmaKnGfcmeXtgmeURF+wnHaxUJIknGh987qj33nsezLXUKbq4sDXlp4AwL93M1cZZmL5/Ox+jNxiH3Y+F5IGterVfclIursGDyJOrH6Oi202sahXIVCDmUrhof1hYd4w9mpsfCFuqwKVwrK2+Te7W3v4Yv414o/oJ+jHR0UePGRKegZ7tuqe9fV1mPZK78I78XT2xV/XjixVfclIrIHDJ5EnVhtTb1w7OjUdhXSFAq5Ue3KE2dzzZzdeaQcu4TXl2+BTm+bTrlchmcfnIA+vYJbff+Vn+zBpQxxWsJ9T07iEDsRERg8iTq12hpxmN3BsW1L8/aJCRKOj57OadP721rKsUt4ddkm1Ov1RspkwBP3jUXigO6tvv/Z49lY922K0DZqcjwSRse0+t5ERPaAwZOoE6ur0wrHDo5tW+C9f1yocHzkZBa0Op2Zszu2fUcy8arBVpgA8Mg9ozE2KarV96+urMWyV3+FpNeT6uPvhnsem9DqexMR2QsGT6JOrL5ODFFtNb/zml49A6DSW6xUWl6NcxkFbfoZtrDzQAZe+0Ds6QSAh+8aicmj2mbBzxfvb0Netlpoe+CZG9pkJykiInvB4EnUidXXiz2eCmXb/pNWKuUY3Leb0Lb74IU2/YzrbeOOM3jzw63QasUV+X+5cwSSx8a1yWcc2n0eW35OFdomzxyAAYk92uT+RET2gsGTqBPTGvTgKRVt/096+KAI4XjHgYxOMdwuSRJ++OUo3vtsJ3R6y9dlMuCRe0bhxnHxbfI56iINPnx9o9AWEu7DvdiJiExg8CTqxHQGvXjy6xA8h/YPh5PeoqWikgocOZnd5p/TlrQ6HT76dq9RcXi5XIYn7huHKaNj2+RzdDoJyxdvQJm6sqFNoZDj4b9PhZOzQ5t8BhGRPWHwJOrEDAu6t2ZfcXOcnRwwcog4ZPzrttNt/jltpbqmDq8t24x1m08K7Q5KBZ77y0SMG9b6hUTXbFxzGEf3i1MPZs8fjsjYIDNXEBF1bQyeRHbkOuROAMANBnMhU45lIiev9Pp8WCsUFGvw9OKfse9IptDu6uKAlx+/AcMGRrTZZ2Wez8fXy7cLbbH9QjHzjsQ2+wwiInvD4ElkR/SLoreluMgAROrt6CNJwPfrj16Xz2qpE+dy8djLPyH9UpHQ7uutwpvPTkO/2JA2+6zqqlq8+4/1qKttXNzlonLEw3+fel2mOxAR2Qv+hiTqxK7H0Lq5z5l1Qz+hbeueNFzKKbHJ5zdFkiT89PtxPLfkF6jLqoSv9Qjzwdt/uxk9wlq3Daahz9/bhuxMMeDe/+Rk+Ad5tunnEBHZGwZPok5MrhCDp+Eq97Y0KqEnuukFK50k4T/f7DWaZ2pL5ZpqvPr+Jnz83T6jckmJA7rjzWenwc/HrU0/c8+WM9i6XiydNCa5D0ZMbJvSTERE9syi4Ll7927ceuutiIuLg5eXF77++mvh65IkYfHixYiNjUVQUBCmTp2K06fFxQdqtRoLFixAeHg4wsPDsWDBAqjV6jb7Roi6IsPySdczeCrkctw1a6jQdvRUNrbsSbtun9mUo6ey8fCLa7DXYD4nANx600A8//AkuOoVv28LV7JL8NGbYumk4DBv/Jm7ExERWcSi4FlRUYH4+Hi8/vrrcHFxMfr6u+++i2XLluGNN97A1q1b4e/vj5kzZ6K8vLzhnPvuuw+pqalYtWoVVq1ahdTUVDzwwANt950QdUGGOxVpDbbQbGvDB0egf5w4V/LDr/Yg+4r6un6uvsqqWiz/ajf+9tavKCypEL6mcnHE83+dhDtnDYFc3rbTEOpq67H0hZ9RVVnb0ObgqMBjL02Ds2vbBlwiIntlUfCcPHkyXnjhBUyfPh1yuXiJJElYvnw5HnvsMUyfPh3x8fFYvnw5NBoNVq1aBQA4e/YsNm/ejKVLlyIhIQEJCQl45513sHHjRqSltU9vCZE9MAyetbXXN3jKZDL85a6RcNT73KqaOrz8700o11Rf18+WJAl7D1/EQ39fhfVbTxl9PTrCD+++OLNNV67r+3LZH7hwLk9ou+OhsYiIDrwun0dEZI9aPcczMzMTeXl5GD9+fEObi4sLhg8fjv379wMAUlJS4ObmhsTExjIjSUlJUKlUDecQkfUcnZTCcW1N/XX/zNBAT9x/a5LQlpWrxgvvbEB5Rc11+cyLWcV44e3f8M/3N6GgWOzllMmA2cn9sOS5mxEc4HFdPn/v1jPYuOaI0JY4JgZTZg28Lp9HRGSvlM2f0rS8vKs9AP7+/kK7v78/cnNzAQD5+fnw9fUVVuDKZDL4+fkhPz/f7L3ZG9r18J1bxzBo1lTV2uRnGBWqxOD4ABw61fjv99yFAix8eTXund0Hft7GU3LMaep584oq8PvuTBw+mQ9TS5j8vJwx76ZYRIZ54eKFDGu+BYsV5JZj+WtivU5vP1dMvCUK58+fvy6f2RXw33rXw3feNURHRzf59VYHz+upuYcn+5KWlsZ3biVJkiCTrce1heX19Tr07BEJhfL6F6x4/tGeeOHtDTh+NrehLbegAm9/fhh/viURU0bHNjvP0tQ71+kkpJ7JwfotJ7HvaCZMLZqXy2WYObkvbps+CM5O129ryuqqWnz4ytdCwFc6KPDU4tncnagV+G+96+E7p2taHTwDA6/ObyooKEBYWFhDe0FBAQICAgAAAQEBKCoq+t9/JK/+h0iSJBQWFjacQ0TWk8lkcHZxFBa8VFXVws3d+bp/tqODEi88Mhn/WLoBJ9Ma5z5WVtXh/S924ectJzHrhn4YOaRHs+FQq9Uh7WIB9h3JxI6UDOQVlps9t29sMP7vtuGI6ObTZt+LKZIk4eMlvyPrQqHQftdfxzF0EhG1UKuDZ/fu3REYGIht27Zh0KBBAIDq6mrs3bsXL7/8MgAgISEBGo0GKSkpDfM8U1JSUFFRIcz7JCLrubo5CcGzUlNjk+AJAK4ujnj58Rvxzn//wK6D4p7lmdkleOe/2/H+57sQHOCOIf3CEeDrBldnB+gkQFNZg3PnL6P0p3NIu1iAyqq6Jj+re6g37po1FIkDwm1SOH/jmiPYtUksCzdiYhwmzxhw3T+biMheWRQ8NRoNMjKuzp/S6XTIyspCamoqvL29ERYWhgcffBBvv/02oqOjERUVhbfeegsqlQpz5swBAPTq1QsTJ07EwoULsXTpUgDAwoULMWXKFHa9E7WSys0JRfmNPYSVmmoAtttBx9lJiWcfnID1W0/h05UpqKkV553W1WtxKUeNSznqFt0/MtwXt0wdgOGDI6CQ22bPizOpWfji39uEtm49/LDg6ck22y2KiMgeWRQ8jxw5gmnTpjUcL168GIsXL8a8efOwfPlyPProo6iqqsJTTz0FtVqNwYMHY82aNXB3d2+4ZsWKFXj66acxe/ZsAEBycjLefPPNNv52iLoelUHvpqbs+pY1MkUmk2HahN5IHNAdn61KwY6U9Ia5mUqlHPX11hW2d3RQIGlgBG4cF4c+MUE2DXvFBeV4++9rhWL8Lq6OeOKf0+HcxgXpiYi6GplarW6//e6I9HDyecv86/mfkLK9cbXoo/+YhuETYtvxiYCcvFJs3HEWOw+ko14rocig0LspHm7O6B8XgoQB4Uga0L3Ndx2yRG1NPV565DucP5UrtD/x6nQkjI6x+fPYK/5b73r4zumaDr2qnYia5+HlKhyXllS205M0Cgn0xPxbEnDPnKHIL9Lg9Pk85OSVori0EtU19ZDLZHBxcYCurgr94nugZ7gvggM823y3IWtIkoQV/9pkFDpn3pnE0ElE1EYYPIk6OU9vg+BZ3Hzvoq3IZDIE+rkj0M/d5Nev9oJE2vipTPt15SFs/+2E0DYwqSf+dO+IdnoiIiL7Y5uZ+kR03Xj7uQnHxYWadnqSzuvo/gv4ctkfQltwN2/89YWpkCv4a5KIqK3wNypRJ+dj0JtYXGC+BiYZy7pYhKUvroOka5zu7qJyxJOLZxot3CIiotZh8CTq5HwDxB7PwryydnqSzqdMXYk3n1mNqorGOqgyGfDICzehW4RvOz4ZEZF9YvAk6uT8g8SanYV5ZdDpWKyiObU19fjX335CXk6p0H77Q2MxaHjHmHdKRGRvGDyJOjmVuzNUbk4Nx3W1WpRwnmeTdDoJH76+AWdSs4X2cVP74qa5Q9rpqYiI7B+DJ5EdCOzmLRxfyS5ppyfpHH5YsQu7N4vbYcYPDMN9T0zizkRERNcRgyeRHQgOE4NnTmZxOz1Jx7d53TH8+OU+oS0k3AdPvDoDSgdFOz0VEVHXwOBJZAdCw32E46yLRe30JB3bwV3nseJfm4Q2Dy9XPLtkNty4gp2I6Lpj8CSyA4YrsC9fKGynJ+m4zh7PxtIXfxbKJjk6KfH06zMRGOLVfg9GRNSFMHgS2YGwnv7Cceb5fEgSV7ZfcymjAG88vRp1tfUNbTK5DI/+Yxqie4e045MREXUtDJ5EdiComzecXBwajjVl1azn+T/5OWq89sQqVGhqhPb7npiEISOj2umpiIi6JgZPIjsgl8vQIzpAaEs/faWdnqbjKCnU4J+PrzQqL3XLn0dg4s392+mpiIi6LgZPIjsRGRcsHJ87mdNOT9IxlKkr8c/HVyIvWy20T5k1ELPvGdY+D0VE1MUxeBLZiRiDuYpnDYqjdyWa8mq8+vhKZBksshoxKQ73PDqBtTqJiNoJgyeRnejVN1Q4zjh3BVWVtWbOtl+Vmhq89sRKXEzLF9oHj4jEQ88lQy5n6CQiai8MnkR2wtvPTSgkr9NKOH30cjs+ke1Vamrw6hMrjea39hkcjsdeuhlKJQvEExG1JwZPIjvSd0h34fhYysX2eZB2UPG/4fXzp3KF9tj+3fDU4plwdFK205MREdE1DJ5EdqTf0Ajh+Mje9C5Rz7O8tAqvPPYDzp8WQ2dMnxA8++ZsOLs4ttOTERGRPgZPIjvSd3B3ODg2Difn5ZTiUnpBOz7R9acu0uClR77DhXN5QntMnxAsemsOXFwZOomIOgoGTyI74uzqiL6DxeH2fX+ca6enuf7yc0vx4sPf4nKGuHo9tl8onvvXLXBVObXTkxERkSkMnkR2JnFsL+F49+bTdjncfimjAC889A2uZKmF9j6DwtnTSUTUQTF4EtmZoaOioHTQG27PVuOMndX0PHX0Mv7xl2+NdiQamNQTz7w5i3M6iYg6KAZPIjujcnc22oN8y7pj7fQ0bW/v1jN49fGVRnuvD58QiydfmwFHJwczVxIRUXtj8CSyQ+Om9hWO9247C3VxRTs9TduQJAk/frkPS1/8GfV1WuFrU2YNxF//PlXo6SUioo6HwZPIDvUbGoHAUK+G4/o6LTasPtx+D9RKtTX1+OC13/DdRzuNvnbr/aMw/7EJkCv464yIqKPjb2oiOySXy3DD7EFC24bVh1FRXt1OT9RyxYVXyyXt2HBSaFco5Xjob8mYeVcS914nIuokGDyJ7NT4qX3h7unScFxVUYt136S04xNZ79TRy3j23s+NdiNSuTvjuX/dgjE39GmnJyMiopZg8CSyU86ujpg6d4jQ9ssPh1BwpbSdnshyOp2Edd+k4JXHvkdpcaXwteAwb/zzw9vRZ1B4Oz0dERG1FIMnkR1Lnj0IXj6qhuO62np89u7WDl3Xs7SkAm88sxpfL98OnVZ8zgGJPfDqf+5ASLhPOz0dERG1BoMnkR1zdnXErQtGCW0Hd53H7s2n2+mJmnZodzqeuuczHN13wehrM+9KwjNvzILK3bkdnoyIiNqCsr0fgIiurzHJfbDl52NIO9k4T3LFvzYhKj4YQaHe7fhkjSo1Nfji/W3Y9stxo6+p3J3xl7/diMEjItvhyYiIqC2xx5PIzsnlMvzfs8lwcGyscVlVUYt//W0tqipr2/HJrtbmTNlxDo/f+YnJ0Nmrbyje/PRuhk4iIjvB4EnUBXSL8MXtD44R2i6lF+Dt59eirra+XZ4p93IJvnp3H/71t7VGW1/KFTLM+fNwvPjerfAL9GiX5yMiorbH4EnURdwwexASx8YIbakHLuKtv/2Emuo6mz1HeWkVvnh/G5646xOcTc0z+npod1+88sHtuGX+CCiU/BVFRGRPOMeTqIuQyWR46LlkFOSWIuNsY+A7uu8CXn7kezzx6nT4+Ltft8/XlFfjt1WH8Mv3B1FVYTzEr1DIcfNtCZh19zA4OvFXExGRPeJvd6IuxNnFEc8umY1/PPwdci4VN7SfP52Lp+d/jnufmISksTFtuhNQfo4aG9YcwZZ1x1BdZbpnNbZfKO59YhLCe/q32ecSEVHHw+BJ1MV4eqvw4ntz8erjK3Epo7Chvby0CktfWIe+Q7rjT/eNREzvkBZ/RnVVLQ7tTsf2304g9cBFmCsb6unjgrv/OgHDJ8Ry20sioi6AwZOoC/LydcNLy27Duy/9bFQz8/jBTBw/mImouGAkjIlG0rheCAj2bDIY6rQ6XL5QiDOpWTiWchHHD2aitsb8oiU3D2dMvz0RUf09EN87ts2+LyIi6tgYPIm6KFc3Jzzz+iys/SYFK/+7G1qtTvj6+dO5OH86F998uAOe3q7o1sMPPv5ucFU5Qa6Qo7a6DqUllSjMK0POpeImg+Y1nj6uuPGWIZg8cwBcVU5IS0u7Xt8eERF1QAyeRF2YXCHHzDuTMHRkFD5dugUnDl8yeV5pSSVKS0x/zRI9ewVi8syBGDExjguHiIi6MP4XgIjQrYcfnl/6Jxw/lIn13x7AsZSLcHBUQpIk1NdpW3RPv0APJI2LwajJ8YiIDmzjJyYios6IwZOIAFwtt9RvSAT6DYlAfo4aqQczsWfLGZw7kWNRkXlPb1dExgUjtl8o+if2QPdIfy4YIiIiAYMnERkJCPHCxJu9MPHm/tDW65CbVYL8HDVKSypRVVkLSSfB0UkJNw9nePu5IaibNzy9XRk0iYioSQyeRNQkhVKObhG+6Bbh296PQkREnRz3oyMiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIptg8CQiIiIim2DwJCIiIiKbYPAkIiIiIpuwefBcsWIF+vXrh8DAQIwZMwZ79uyx9SMQERERUTuwafBcs2YNnn32WTzxxBPYsWMHEhIScMstt+Dy5cu2fAwiIiIiagc2DZ7Lli3Dbbfdhrvvvhu9evXCkiVLEBgYiE8++cSWj0FERERE7cBmwbO2thZHjx7F+PHjhfbx48dj//79tnoM6sCio6Pb+xHIxvjOuya+966H75yusVnwLCoqglarhb+/v9Du7++P/Px8Wz0GEREREbUTrmonIiIiIpuwWfD09fWFQqFAQUGB0F5QUICAgABbPQYRERERtRObBU9HR0cMGDAA27ZtE9q3bduGxMREWz0GEREREbUTpS0/7C9/+QseeOABDB48GImJifjkk09w5coVzJ8/35aPQURERETtwKZzPGfNmoXFixdjyZIlGDVqFPbt24cffvgB4eHhDeewwLz92L17N2699VbExcXBy8sLX3/9tfB1SZKwePFixMbGIigoCFOnTsXp06eFc9RqNRYsWIDw8HCEh4djwYIFUKvVNvwuyBpvv/02xo0bh7CwMERGRmLu3Lk4deqUcA7fu/35+OOPMXz4cISFhSEsLAyTJk3Cxo0bG77Od27/3n77bXh5eeGpp55qaON7J1Nsvrjovvvuw/Hjx5Gfn4/t27djxIgRDV9jgXn7UlFRgfj4eLz++utwcXEx+vq7776LZcuW4Y033sDWrVvh7++PmTNnory8vOGc++67D6mpqVi1ahVWrVqF1NRUPPDAA7b8NsgKu3btwr333ouNGzdi3bp1UCqVmDFjBkpKShrO4Xu3PyEhIXjppZewfft2bNu2DaNHj8btt9+OEydOAOA7t3cHDhzAZ599ht69ewvtfO9kikytVkvt/RDXTJgwAb1798Z7773X0DZo0CBMnz4dL774Yjs+GbVWaGgo3nzzTdx+++0Arv4lHBsbi/vvvx9PPvkkAKCqqgrR0dF45ZVXMH/+fJw9exaJiYnYsGEDkpKSAAB79+5FcnIyDhw4wLpwnYBGo0F4eDi+/vprJCcn8713IREREXjxxRdxzz338J3bsdLSUowZMwbvvfce3njjDcTHx2PJkiX8t05mdZhySiww37VkZmYiLy9PeN8uLi4YPnx4w/tOSUmBm5ubsPgsKSkJKpWK/5/oJDQaDXQ6Hby8vADwvXcFWq0Wq1evRkVFBRISEvjO7dxjjz2G6dOnY/To0UI73zuZY9PFRU1hgfmuJS8vDwBMvu/c3FwAQH5+Pnx9fSGTyRq+LpPJ4Ofnx/9PdBLPPvss+vbti4SEBAB87/bs5MmTmDx5Mqqrq6FSqfDVV1+hd+/eDQGC79z+fP7558jIyMBHH31k9DX+WydzOkzwJCL78txzz2Hfvn3YsGEDFApFez8OXWfR0dHYuXMnysrKsHbtWjz44INYv359ez8WXSdpaWl4+eWXsWHDBjg4OLT341An0mGG2llgvmsJDAwEgCbfd0BAAIqKiiBJjdOQJUlCYWEh/z/RwS1atAirV6/GunXrEBER0dDO926/HB0d0bNnTwwYMAAvvvgi+vbtiw8++IDv3E6lpKSgqKgISUlJ8PX1ha+vL3bv3o0VK1bA19cXPj4+APjeyViHCZ4sMN+1dO/eHYGBgcL7rq6uxt69exved0JCAjQaDVJSUhrOSUlJQUVFBf8/0YE988wzDaEzJiZG+Brfe9eh0+lQW1vLd26npk6dij179mDnzp0N/xs4cCBmz56NnTt3Iioqiu+dTOpQQ+0sMG9fNBoNMjIyAFz9j1BWVhZSU1Ph7e2NsLAwPPjgg3j77bcRHR2NqKgovPXWW1CpVJgzZw4AoFevXpg4cSIWLlyIpUuXAgAWLlyIKVOmcLVjB/Xkk0/i+++/x1dffQUvL6+GeV4qlQpubm6QyWR873boH//4ByZPnozQ0FBoNBqsWrUKu3btwg8//MB3bqe8vLwaFg1e4+rqCm9vb8THxwMA3zuZ1KHKKQFXC8i/++67yMvLQ1xcHF577TWh1id1Hjt37sS0adOM2ufNm4fly5dDkiS8/vrr+Oyzz6BWqzF48GC89dZbDb+0gKvFhZ9++mn89ttvAIDk5GS8+eabRr/wqGMw916eeeYZLFq0CAD43u3Qgw8+iJ07dyI/Px8eHh7o3bs3HnnkEUyYMAEA33lXMXXq1IZySgDfO5nW4YInEREREdmnDjPHk4iIiIjsG4MnEREREdkEgycRERER2QSDJxERERHZBIMnEREREdkEgycRERER2QSDJxERERHZBIMnEREREdkEgycRERER2cT/Awr3QDZff7REAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Fonte: https://stackoverflow.com/questions/38698277/plot-normal-distribution-in-3d\n", "\n", "import matplotlib.pyplot as plt\n", "from matplotlib import style\n", "style.use('fivethirtyeight')\n", "import numpy as np\n", "from scipy.stats import multivariate_normal\n", "\n", "\n", "#Parameters to set\n", "mu_x = 0\n", "variance_x = 3\n", "\n", "mu_y = 0\n", "variance_y = 15\n", "\n", "covariance_xy = 5\n", "\n", "x = np.linspace(-10,10,500)\n", "y = np.linspace(-10,10,500)\n", "X,Y = np.meshgrid(x,y)\n", "\n", "pos = np.array([X.flatten(),Y.flatten()]).T\n", "\n", "\n", "rv = multivariate_normal([mu_x, mu_y], [[variance_x, covariance_xy], [covariance_xy, variance_y]])\n", "\n", "\n", "fig = plt.figure(figsize=(10,10))\n", "ax0 = fig.add_subplot(111)\n", "ax0.contour(rv.pdf(pos).reshape(500,500))\n", "\n", "\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 4 }