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  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "## Code assignment\n",
        "\n",
        "Let us download the BLIP model from HuggingFace transformers library"
      ],
      "metadata": {
        "id": "rae3riJx7_ux"
      }
    },
    {
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      "source": [
        "from PIL import Image\n",
        "import requests\n",
        "# Classic image of a cat chasing a mouse\n",
        "\n",
        "url = \"https://s.yimg.com/ny/api/res/1.2/xZG6njHcHN1sfBDYPnQNIA--/YXBwaWQ9aGlnaGxhbmRlcjt3PTY0MDtoPTM2OQ--/https://media.zenfs.com/en/cat_time_944/a462b52f40d9afdb9ac619626828b6a5\"\n",
        "image = Image.open(requests.get(url, stream=True).raw)\n",
        "\n",
        "import matplotlib.pyplot as plt\n",
        "img = plt.imshow(image)\n"
      ],
      "metadata": {
        "id": "v3z3C8UBVGxh",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 351
        },
        "outputId": "fbece84a-f2ac-496a-8112-abee7075f55c"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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s4xnn5N8+zEzzxDzPhBB5+/YtX331FV9++SWgGM4Th8OBcRy5u7vj5naL95JGyRlub+/44osvaZqG83kgJ/j48YH9fk8IkbZtCCEzz4EQV0AmJk/OAecsbdtwPp+WXcjpdCT4gefPn3Nzs+N06tgfjoSY0BqcVjTGcLPZEF685P7+gePhwMf7j7x9t+X16y/o+o5hOHE+n3j+vMNaKxQwmu1my+3NHX6a0QUgtG1b6LqILUHdWvsJzXc8Hnnz5g0/+tGPaJoGYwwhhCWYVsSdc5adcN/LBFdqAS7jODIMA8KuyGIoKN5A1kzjxOl0YBpOTOOZzXrL3d0N1jSs1yvGYcI5S86R8+nE+XzkPBw4nY/4lGm7PWjD7d0zdrtdeWgzsx85nk44Z3j58gXfvX3Hu3fvuP/4QNM4bnYburbBWctms2Ec5kKdWtabDYfhxBwDx/HMaTwLZVl2B1kp2YF7j82KGCIJzeTHwgIJFZyUBqOJyeMThCRB+HgeQUHwM6vVSr4utKoPHh9mjscjj4+PKGOYZ/n3m+++JRWgISBZAmKMmXE8M46SJmvblhfPn3Pb7VitV7S5wwdP6xus1sQcMUYTomeaJk4lXRAD5JQ5n2dOpzPr1Zr1ZkPfdVitaFqHUZpplnNPZLSTHZRWqizuEgBDCEyzBLNMIuaEdZrkW252a7pWQF3XtTgngPhwOFwFpLr7lbDgvbA6sx+X3b0xshFo2gJWSAQfSBFisGgjG5amcQLsYloCWc65hKiMotBC1ICREOY9obS77ISVuoS4QqunqIg6E2MuQEgt4AYugaAGnhQTMSb5/SggwhphB+qir7RGpURUkHKUuaai7I4JKBXRWtjZnBM5RQQh5oXKz1dARdLdakn/ybkg6Q6lLudLZBhGYowF6DpqUJdnt5L0nwZXAQOKrHL58QUAKgVGm/L198GerB9yPjGB0haQjQBZYWouJgvzR4ZUWC35/LpTVwv+qAChzqMLoCo/v8YqhcFaUkJKoQuQ0xTwoYVhiyQSmawuSaP6O3VmXP/9OSnwQwzKAkYul/aT19VrLSfFJUVZWKsLMM1LCrG+PsSawqznq0CZK8B6ORZhzvUnP6u/+0OVMxWsXM8FXa5VKKmbXI4n5Yyur0OOdQFm6Zevy/mVpXj+8A//kH/6T/8pf+/v/T3+wT/4B/y7f/fvOJ1O/LN/9s9+6feou/iu61ivV2w2G9GdpMR2u6Xv1sQYOZ1OxBRwzvGjH/2o7AhH+r7niy++wPvAu/ge7ztylty/tY62ben7XrQi8bLbdbbBuYbdbkcIkXmemWdP0/RobfHeczwe2e5WhFCptsDh8EjbtqxWK06nzDSeeHxIvHi+5UdfvuJHX75Gac03377h48dHfAis+hVf/eQn9F3Pn8wTx8ORN2+/o+07NqsV5Mjx9EjTGMZx5OHjPTkrXr38gt/7nb+G0YrTeQ+waHC8D1fo/NOHYp4lj19fe00LKqWIMS47fEn3NKSUOA4DaZpwrlkoQFksKTumhNaWpulp/CC7vhRonFto2absfBvnaKzlfD4TwxHvZ2KeeTwMhJhxzZmYMl/++Mf8zu/8LtYaQgycTifefveGFCOrfsWrVy85HB5xztJ1PY1r6PsVq66l71c8Pu4LA6zZbLashxPH05FxntkfDjw8PtK5BlPSbZOf8eNINgHTNGRnOQ9Tyb0qyfVa0QbEjFDI1i0P6TDOxAJKVqseW9gEhYC+eZ44HI9kpRiGgf3+kcfHR/TCTgkolPuh8D5KrrfQvDHc4FrH2nVkFD543CRAcZhGUgqkEPGzzAGh6DXj7ElR2JtMLselmaNGh4wp+opMFhap7CC1kUBkjBMGcxVQ2pBzwFiDtpq2daw6y2bds1mvaFsBJyDPzfk0XqUPbFk4Ayl7QpiJwuXTNBbZvYuWpmmspC61IqWIDx5qKqR1uMmijSLPSWjuMvJVQDNXzEf5qaznqi7y1zt5RU5lZ51ARQGJwlponJNNgKRML2uFBkIBc6k+ZykR63uWRdvkXMCXJSYBdzknsgqgIsYqmmzIKhGjzC3RgkSqDiFzCQKye47obAR0LSeSMVqTM4XtUECSe3EeUGWjUdmPmhK97LblmtXUbmVHLoFXVzpiGQsvUUBCPbaUIWeJpMa4hYFIKhUWSAmyyAJ4L28i/678xYWpWe7y1YcLgMoqX8B0xVRKkbUAdEqg1eiFqUrL1YEkGbLlneum66JzycsnXwf7a2bkc5YkL/PtU7ZF5oiktVJJlaWcLkAoX947lblSr3PKl41kBZEVHHx+HNepnes/Kcj36yb2Wov1CcAq76G0lmc2ROrdUdeflS8ApVwgftnxKwMo/+Sf/BPevXvHv/pX/4o3b97wd/7O3+E//af/9D3h7F80trsttzc7VitZ+JRSnM9n3r9/TwiBm90tXdfJ7rNreP7iOV3XcX//wJs336GU4ubmhr5fkZMIxE6nk9DMPmCM4+XL11h7z8ePH/n66294/uw5WhsOhwPTNLFer1FKk9JI362EFssSNGRX5RinEa01p/OR5tBwd3fD3d0Np8M73r//js265bd/+3f56qc/Y7e7xRqHnwPDOLPdbHj9xY948fwVs/f86Z/9CafTicfHB8bzid1uw35/z2H/SIqZ/f4jZMV4PvLs9hnPnz1jHE8LwBBQ1xBjFAAQM6vV6hMKLwQRM63Xa/q+ZxgGHh8fyTlzPB6x1vLs2TO6riOWdNk0jsh8Hzifz2gt2gx/8mgjufD9/lhSIz2bzVbSRueRaRjZP+6xxuH0wOl4JgTP6fjI6Xgik1htBDz64MnUHGsgFmFWjILeQwxMw8C26Xj16jXDcObx8YGu67i5uWW16tis1szzTM4KP3lyEiZgfT5wHs4l1TWxP+yxWrNuGoZpZJpmYgwYpTgNZ6LR+JwkKOWItiVoGgMKhmmkyVmAitbkHJnmiZwTxhpWrl8EZ3MQcDcOA8fTifP5zDyPjNOAUix0axXkVpFcTSmY8pnGaLQ1RcMCfdPCOqIVjPPIPE+E2csCiCrgOwrlHuFw2mOdwTaiD/Amk7GgLkI7bQ3z7JmngYxmtbKsVmusbYi7iNYZbUUn4aylcYrGgTUGaw0ZmTPeT0zzQAiRnASgCEMnrEGMnkws+gxNjLEslLIwmhKkQ4zMU0ShaJpmYU1lYb8EbdEyIOdgJNAqbSQIpUsQnoOkvUxlF5GFVpe0QgUqYKj6jssifgkA8zSRkgT5VMTjigtdHlMkVP1XttisgShBHA1a2FRjM23VFxhF8CKkRQm9rpSAJTAkA0U6C0AIXhgbW1MGiawEIBijMbqCQs/xeMIYQ9eVTUWKKA2zn0nxOg2mlk0ICMio90RlhdGGlGNJBQg4kyFAOuVIzpLGs66h6x1tAU05Z7LJqJCELdDCAMRsyrWM5MpcJV2utYCTSxpEXQGJoo8AcgwCdJSIdrNKS8pOL6ClgD+jUUaTo6RJYkqElJiDX9ZHAVD11IRxuRbGXoOUzwWwC5PxA3GtgicQUXeO8YqxvDCCCyuxMNWKRNGKGCPXO+UiA/n02Gp8qqNufGRdCd8DET8IouqcL8LoXNbBFAtoqqmh+vkpozNcZMR/+fiVimT/4A/+4P9WSufzsdvtePXq1ZJWOJ1OjOPM27dvOZ/P+FeBL774kru7O9pOFq5TWfxzzjw+PvLmzRv+xt/4m9ze3vFnf/ZzAFarFeMolRJd1/HixQtOxxMf3n9gHERoOgwSkLuu4XQ6S3rkdGa33QCO83AkxYh1pkzoUOi0yOwnEZpaxWF/5OPHD9zc3HJ3d8d2u2O96Xnx8gXz5HGNqN2/+uonzGFGO0mZTNPE/Ye3xPSC1arnfDzgTMt65UTfcrjnZruhbWSR/fjxI865hfXw3heGxCwpoEqbhiACw2fPntE0DdbaJTVU84x1MbC2nF+SIBNjIoQoFUYbAULDMDCcZ5mkgHGZ4+nIPAW6bkXbyKJ23J84PZ4ZziMxRM7ngePxCICPE5nEHDNNG4uWxqI0+Hliv38s4tHA+XwiZYN1PTc3d6SUaBphw/quX861bVpyBO8lKCzpQO+ZvWcYJ07tQAoz5IRyhjjBeZ7wQLPqJZWRIsZKqlFAmzBmlSURgGLIKRDmUQRjXGhSYwybzYau78g5cTwehfWL8UpcSLn2iqZxy0IhAcMs6TgfPEPMRbAdcdbROEduO3KMHINUx/jZS9qKwnIBFPZi9iPjZFl1DSkZsimlM6oGG9GcjONUUpKOvl/T9bKcWKexjVRDOGswKpHTJEyH96QkYvXZz6TkC/CgXAt5D60MWaci0JXPzJkl6F3rIEIIzD5jVK0ukL+11qQUl2ooYbs1OasLawMLlX6966v74ayWffqVmiEvx3udx5fFXRgUWbATMcRPXncRMCZyKukcQKVEUJkwBdn5lsot4zKtdoSYUFpYhZzkSGKuIl5dgk/RyIhEoHyGAiIxVm1NwjgRjNbUnAR4SyqbNK2FuYil6sIYvaSG6rh8WQNWAcsKYmH0KrtQwZ8AE/mjDVgL1ilck+kameQxRXTMeC+sa8qFaUCjAqSUS5pLcanNqsdwlTNZvq5pi0xWseSB8pK6y0j1D6YKcUHJfgpjFLEwQsKeXAFdhEBR9aPI9X/l8y5Mw58HTmqq7XrU319A1gJCRPdFvmh1rpm/lJJomnImm6v3V6DyBTB9rrX6XDeVUkJbR06XSqG4sHSX87quIqpfp5wKeM9SWVaeze+dP7/8+I2o4vnzxqoX5iSEUEov4dmzZ0zTxPl85vbmDq01h8OBj/czN7c3C6OitYhi379/z1//60Kdb7fbUoEiu7VaTSDBsGEcJXAopUtKp8Va0ajILnCmed6CShxPe95/+IDWmWkcUUqx2azZbjekFDkeZSdtrWOaJKVwPJ/JgHUtj4+PTLPn1auOcRpE1Nt1rNdrVusV9x/fEX1D21pePLthXneMw4QhklcdOU18++2fELPi7u4W51qcc6SU2O9FazNNE23bfzLpvJ85n888PDzw8uXLJWivVivO5/MicBS9y8TxdAKVWa06lLJM4yzVEymxXq+XiR2j5+HhzIePHzEmizBQSerCOMM0TJyP9xKEs6JtOxpn2W7WGGvoVq0EBqXJGPaHR/7n//yfvHr1it/+7d8umpXE+XTi/uEBHk/c3LxgtVqxVO2UssKUZCGn5mJDIMWEM4a+aRetQYiB4D0nP+OURlmD6RoIEYykOFQUer1tLLvtGusc4ziy6tqShvGkFCFDjKCz7FS4WsCMNfRtR9d3eD+jjscFfDhnJRWRIfhICBMxJtqmRZVqjZq6apqOFCNjkEqqFCJdK1UtrbV4a2XhCCXwl923LgBEKSmlzSRmP8tuKEdS1kARbyp5bQiS6pvniDENWl9E0xKoJMCmlEDJrsrP88J4AdTKsRrQU06olJfKj0UoWu5XLIHLFEZOaU3O8vvzNGGNou87nHO0rcM5s7yP7KSLHopSfVKECJUOv96ZqkJCKHW1qMb643o8lLVBLTv4lLKkz65EgboAO1XWHaUUMSdUSqioFo1DLoGGApwquwaK2Uf0LPqVWIKHKaFbWBRbAFwiUIWMuQRVSc3InL/egbPkLYwWdqsefwXGkCRVlqvG5RJQa9z5JMiqDCWFkwslkbOwITVdp3XGOqlk6zpH22k2GwMlfTYHmGcIQc5bLqUiUuULYlVA/DxFIeLOmha6nGRlEOo9l3sr4DNTS6GNqmW6YKxCW2G6VBGFL+lBVfRFyzmzgJOc0ieB//LZ3y8jvoCq7w+lVWH2LqmRnFVhx76v67mA4GudUKn8WQCsvrCgWi/x7XOAYoXCWxjLC3OZqdqV+tp6LvU5zVdMpCpzc5lqV+miX3b8RgMUgHEcpdphfyjVPqINcc5hnWMYZBeutKSEJMXQcXenub295dmzZyglgaQG8DqMcTSN5uPHB1arFev1hnmeykO8L4LbgDW2PByZYRjoVy3b7ZbzcGD2Z7RROCdppt1uQ9NIINrtbsjJkzKcx4nD8cTheGKaZ87DwPv3H+n6Fav1hu2m46e//TN065jGgQ8f3nIejsxTT9dbnj/f8v67t6gcaG3HNE786Z/8L7Jp+dlv/3V+++UXGGP48OED33zzLcfj8XsPUd2hkzX7/Z7T6bQIaysoEQ2B7OCnaWIYzmitWa02tG3HcJ4IQTQ+fhZQoLXldDpxODwy+5m2tXR9izWGFAIxjJyOR4bhjMqKrmvp2oa2bdFa0686djdbstaYpkErx4fHBx4fH/jjP/5jckq8fPF8SfHM08QwngHH7ubHPH/+nGkaca5Ba0MMnlAo5BhlwTdKQILvV1B28gqp75+GE8SEQbNqHP16tfhhNAq0ynSNo2tcqcYZSDnTdw2Nk/JuHzyqBLiLGE2VoK7p+pb1ZkUIgXGePykLlAqrQEqi/fFzxJqMMxZnW7pSsutsI4uuqqAwErwnWofSwlI519B3K3TwZGAOkbYzZUFLUsLdOoyRnabk7mXBT0XwC1WTpPEhFNBucU2DtYYuNcTs0EGWcaMiSkWCn4gxLOftnAUalNYwei6PXhVWV7aDcq8S3gtTJ6kWYRNSzHgfSVFSq1W83fc9bdsIo1UWVSg7euSe53ouV2tKzatfh7iqN5SFWBbheS7Uuy47T60XBjGnhEZJ+WoBgapS/1pjjC1sgV525Ci5VnrR+Gi0UUVwKgErhkQMiaQVhUxa9Cj1aFNSpHQV/K4CY2VGZHdtJOipEsh0BZURKfG9BiGXdAJ8um5cfn69o45FoyGpm1gCnTEaY40UN/Qtq1VLv7Zsdw5UICXF5GGeLX5ODGMiRoUP9dxAqlIup6ZUrQZSC/BX12CiAgFdr4kqoI7CpEjqTJd7acp1R4tG5QL1yuvrn2ttzTJHPk2D1PE9/ck1I1EmVwXD16/Jisv8KGBqgUbL6y9sC6owF0m0Yk6rEp8uAKV6qjRN873UT4wRU9KYspm7AJOa2lq0KlcMCjnj6xxJIixGgcYs1ORy9T+7Nn/R+I0GKMfTEUgLSBHjsYnVasV2uyUnuL9/kOoHJ5UR+/2ezWZL1/WL2LOmh968eYNzjhcvXohGIUiVi1aa169f0zQNv/jFG8ZxpGlaTqeTAJumwRqLnyOHw5GcxbNhGAYOh3t2Nxti9IVulhJcaw1t39FMK1LMDKPnz77+hpg14zhy/3DPOI989/YtXdez3m44ng785Cc/5e13v2C33fHm2z/l3bu3rFaWu5sN0zRK/l97jIl0rWIMku+XygYBb3d3dwzDsLBENRdZF9g66SrLUhf3mq45n89LHl1yz+IloZRoAFarnpzF2IlAESqfGceZrisl41kxz4nhvOd0ODAOA6jEujAeWhdvjcaxWves1z2maWi6Fc9fvOK3smIYJ/b7Iz//+c857B+xSj7rPJyZpozaH9jvj7x8+QxrRVDsvScG0WBYY7HGEnTCaIXRPako0bXROGsEcPiZ8Tyic0bvtqw2a1zXyWuQagVrNFopYvCM57P8rF8JxarEByDrT+ndukPWRkBY2zX4EIrYu+56TGHoPKAXk7aUMlqJnqhpahm5CCKts6yUIViLlqhKjhmrNau24/bmhpAzPgbOw8Qcyo7cZtquoWuspGZMWfiVUO8xXIktER8dSR9k5kmOT1IGF8+GnGM51loKmQHRNtR7LEI+LQF/+V1QysgOVxW9B+IjEnIUEHyeOJ9HxnFm9p6mlG83jYCevu/puo65pLtCjFAXXJUx5bMveoqakrjkfGpooCzasjmPlOJTSR3kiHO27JzLOWaWahCtBKgs0RTK59pPgBAqL6khSR1Whkc8Q4y58hXRBaCVIHudzqiajMoMmStaH1U0GIrCWMQCaA3BB5Qq5d8qUOtWjNZkU3ULWvQbCytAYSTjYugVUwRSAZySnqnri+zgxT+m7Rz9qmW9Nqw2hRFLmjbCNGXmWdJR86xREyVFmK6un/4EjKAkhVzTVstlVVWHcmFCqi5lmc/lNUprATLVZK+kdFJh80TecwEonwOPPy/4Xm98JfVYniUtacRP01FqSSVdgxMQtip/9rpPWZir0nPkXKrouYKTyqJU3QmwxABjDDpei60vfyqQqRq4ClhiCGRjFjH6JyLaGEGrC7MKV5qkv3z8RgOUjx8/Mk/jYh622+1o227JPx/2ksdfrVb0qx6loRqTnc9DMS7T/K//9b9KqV1gGM58+PCevl9JxUoJ0F3fE0MshllhKW812pG1aC/OgwSm0+lIpl0CtykGXFIWmTkcHrHWslr17La3tG3PeTjz4cMDOQvijClgrMI2mqwjKXuUshz2e7Qx/I2/+TcZhwfevv2aj/fvOTy+QytwtuH57Qu+eP2S7XbH4Qw+Gh4eHllv1qzXa15/8Zo3333HfOUDoRSY8uDITqeKZgs4SWJWF8u/645Na8XsE+fTmWmYiQliiGLWlSR9QhYh7s3NltvbW5qmEQfV45HkE6H1aGTxdM7grCsPkRLzsqbh5uaWfr0motmst6x3O87DQN89FlOuCV0oy7btWG/WzHNm/7hnu1nRdo5xGMQjRIG1DtdY3GwZR9FHhEKLV+OqpnXMfgalyQomH9ifz7imRRsjTqSqMA0pLdR117pS6ZIJ84yfZ8gCUj5fLJqmKQ6kprAjM0qpJRVpbUMMkXn2iEOpWyp3xNXTYozDWvGgCd7jnGW16qDrIWVhqaIo7JumZQNko/Axos2Z+/2xpOX1ckzOKYyzy8KSciSkAElYKrJCG42lCK8bYS26XlJK1hliluMWl1jxwzBGl7LIJN4mMovkXI0CJWZYZNA6Y4wsjNbI9422pZJs4ng8lj8n/BxxtgElKYlG2wUMu2FgLuXPNWiX2C+VSLbihqLHqAxNLumQTMn/Z1SqDp1iRgbFAC7FZTMDl+C1eEYYYVJqNK2pnBrklRaXlKgtOUVyipeflV3y5d+FNVAFQlRNxJXWhcKkKaXQVmGsABWl3JLS8yEWd1vIWe51o6SqDgS4WFvLlSsoMcvu+Zrlq+cagni25Mo25bRc88qMXY5fjss6jWsEhIHCJIMyGW2VFAUZSYnNMyiiAEVlxbitaIm4KocWoHid/skFVF1t5fm0JPiTkKkozIXc15jjFcC42mTky2/WT68pnuuS3OV+l+Op105eL6mwCnjUUnlTUmf5Kl2lrsXcl/lQ0zpy7peTqWCiAvAKTCqD8kMAJaUk3jDl3qUoAuGc0pWZIJ9sWi+arQoGpXqtsoCJT+dndaz9ZcZvNEAR07RI27WsV6LNMNYILT9N/OLNd3jvefniBW0r4sjT8chhf+Jxvwcybdfx86//TLxUdmvefHdkf9zT9C1ZSU5XO4drGkIYmEJEG4NrW9qU8JNnmKeyE8qg5U/Knq63KNNjdMKYRNd1bDcrUTuHhNGGvl9xc/OM9O4dj49HxnFA6UTKZ7w/Mc4B526Z5w+sV68Zpgg+c3f7jFcvvuT921+QU+IwHjidRl48u+F1+5rbFy95YTfc33vefLfn8bBnCpkf/XjL7vlLtnd3hPuP+CQ+HG3jMCozRSkfjknKC8u6ggqRrnGgGiBjjCOmxDTOdI1mnCdS8rL4pYBKgegnpnGANHOzXfPi5Utu7+5QSvQ/wXvunt9xe7sjhInD4ZFpHDBWXFG7vimmYYa725fsbu4AhW068InheGA4P0juPEZ05+jXG9a7SN9u8bO4pM4+YBvNeTgxzQNt07DSPWCJSUSbPsx4PxJiKOZ/lqYRcz+VFdY4gooczgMpa6aYud1dHmylDa7txMMkiKMwKLRy5DQvngPWNhijFzGnsbW6R663VLeI87G1DY1tpOwSXdIFhoM/LGW1utD0wUeUVYAjZ4e2azrn0CSG85E0DmXxVFhnUMaiTMS6GaWSBJWsSMEToxEBcaq7tESMM6mo9Wc/ic+BNmjbLEGmaUQL0/c9kAnjwDx4Up5oW4WzFm0dxCJujUCWlAZaqo+0NljTlLpO0EnKnBulcWQanQk5o3LA+0n0WUE2Gs4qjAaiVIgYLb9bwrsY1hktYNhUUzERb15M0BTRF/+bkvfP5VhiyqQgAUvpJHoclQnJY0PEKXHa1YgGRxuL2F3r4qNTYo2SioacM8aKr40uZSQ6O7KyZB1RErnQRdRLltJeo9TCyBklKYiqq4ox4UNlu0TErp1CW7Hmt1phtYJUPJC0zLdsIOlEVFrcUiuQ0AbrJI0WQ75IO1QVeVaqX6FUrRwRMKzkEUDlTDGFReko3iYmk3Ugq1T0PlKlhIacEDaUgA4R4zLGJFQO5BiEj9EKcizpKovVDQpFopR0o5d0VDngS5aHCgAA8sJihZxQSdISRgtAmXUg6Iwn4UtOrQLhGIrnRwngItwW57ck6GNh4BZpaGVvsgCSinuyKj4vVbBedVLlz6UaDVmQJYmygKAlrZQqINPobNBZU4X412Cl/s7nbR6UUuJzhICtZBJESVkqoy9CWAUGiy3pHE1GRal80rXcTYuOhwJeK4hNV+nWv2z8RgMUXfKZuiA1U0povT8zjiPOWfFDWa1w1hJj5nQaOZ4OzF5MusZhZJzFRKttW2KO+OSZw0zOsuhurKVbrUgo1us1wzCQkB3IaRyYQ2Bzc4PSWqybTWKaB5oGun5NzoFpSkznE3m95fndHY8PB4Zhol9tWK023Owip9PIPJ85jx9p2sRmq3B2omkDWo+8efO/cbxkHBPERA6KGET3krMX4620Aetw/Ya+fUaIkcNJ8/7xgD+PDHPk5vlzfuv3/hqrN78gBU8uQs6cIyqnwiYEYvKALGrK2rIrlAe5lmJP44x1DU43mEbTOMM8DxyPI+NwYJ4GjDFstys26zU5Zs7TiePxwHk80TaOvl9hzBrrFO/ficusCGjdAlCiz4RRFujRj6TsOT0+EOYTRjcM44htHE23QpmRec40rqNf9axXa5pGSa+POKNCQk9glZXqKqMgliyzKjvDEqysMTSuQ6GJITOGzBwS4xw4DeLS27QO4xphVqymnTvmeUYhZeYpKaZRbNeVKjnuOmeNmBx5P8u1LdVSYrSlMaXKCgMGTSrANqpYrMyll9CZgbZpaW1HVi0Zi3EtRiWsn/FhRmeNdgarM0pbcpDqIqMUcwoF6Gi88XhrsTpDA8IfFIdSAuN0xMeAtS1dCzpZZu+Z5hk3d1grDMk0euYpkgiigbEGa5z0Vyk7R3EclYXdNhqtnGhpfIaYCCpgFBgFtuTUtdI0VmO0HE/KMkedAaMyOZU+IFms8OtuXRtbxIeycCqn0RbQRRSri6hUSckyyqJqCW2W6hSfEpGIWTQDV+LLJLZeRimc1kWCoRfn3QsrUwTBpZrEFPt0tEJHK7qfBFUkXIOT0Vq0R86QogSiTypLFhGj7Py11mRdLOJNRDeWxoBDCZNiLW7SnIZEVMWGTAdyFVcqXTWOJCM76xSVuMcW/5KUIKda5VPuZQEAIJt5IY4y2mRco3GtwjVKqolsRhtVfJJkl131C8oqlBGWS5mEVknwnpGUSFAJjXzPaNlMqqxAm+J1UgSzSqFyuqQWMpcKHFRhZCSeoLXoe8gkFfE6EnSW/mhZAIo1kgYzZKKS51UwrFBycp/zwmRcWLuL4Ft0PtfsWFGYLOkqYbkuJIp8rUxNnbKcy5JuSrliL7SSaq4UQRm+B1Cu/1Q2fNHF1JuuNKIjycSanUyS4qRUmiln0FkEzsQogtxynlX0XefmdSn/Lzt+owHK69evcaWM13txQW2bjnfv3vP111+zXm9pmpb7+3tyzNIzhcQvfvELDscDv/d7v4c2ojOoZbhSmTCX6gvZufjZc39/L7bgVsSAXdcTQip+GtB3K4zSDOcTOcvv3N3dsdm2TOOJnBKPHx8IwfO7v/t7fPFF4ufffCulfXNE6walDKfjmQ8PH9ndWHa3neziydw9u+V0fM/kR4bzzDyf8d7TtR1zmGm7ntVqJsTMNHqUcjRNT9cnlLoXQes40K/X0pTuq6/oGsf+/iMf3n7HNE7YkoIIKRFKj6L98UTjGrRSdF2PNY5GwVwC9DjP2CzNBislm0jcP97z7t274qeykb4jGqZpYP/4KOXDRdAoKZmevpe+OMNw4nQ8llSM5nQaeP7sS6wrDdAUxbBqlocFUfrP80zXCSCdTp6+b7m53bLd9YQ44KzDa4OfZrIPNLbDaCtamYykLfSlMVfdeXSd9IupjRBrmiaEiGvK7uSKLl3oWiUlwZuNxuiREHzZUQkIskY+CwUhemKU7HINDlXYmkoqIca4uEYu1GqMorHwnhQitLJ7j1FsymtZeYyNpKLQ6BBK2iou6TTZoSeiFSHqMIw444hBtBrWOnJmEaoO04jWkZwMuTXkVDQiORO8sEFT8V1BhSLKSzTNhYNeyhdz7aNii/GbiPOM0eRk0CovVSbWGlTWix0/SoR9WUEolUCpGpMVxsFZTdMYMrosvhmswjWuLN4AUmWyBI4i6asMu1TPpGqHRiaRtHg6GCWOqrGAvKwNxiSkYkY8Sy7VNBKcpPqnpnxieV5b1DIVRTwrqQE5j6zEoE7YGRFL+xRQMS1gRqWIsTXQsKQ+tFI4Y2kaTVcYPOMczTSBgcl7lNWlLN3idGlmaJScVyoC1agIAWJQkI0ADy26HanGEm2MAAUJuFoLg2Ocpmk1ts00LmNUgOxJsTgVR4hKzkUZCfTaGJQuwN5qmtZA6WlkoiI7V+Ydi36ukiTFdL6Aa4UtqZdLw8jCmKUkz1pJgSj1WYUOXJz6kblqEQZLKp/KM5kyUWiN5f3rEaBYgvSnhRjm09de/X2poMnSDKCkT+BTTculCvNaHFwBY5Z+dUqXe3qpJLMFTKoFTAr4V6myPixMk65pzgK0ZftUEgao8rd8XVATOYNRWtoylN/VShO4HPtfNn6jAYoYtLlFvFlz06fTifv7e5xrLqgxq7LI5uLhMAJl0sTMw+O99KgxUkI8TTNN03E8HjnsD+Kr4gPTNPP69Wt2ux3r9Ybb21vxTEmQb5/x3ZvvmP0JozPPnj1nu+3Z72VBjXNgHAdiDLx8+QLXdoQAxrTkvMfoRlA4ivv7A+jIqu/48OEju610Eh7Pe47Hatk/MfnANAVc0+CaNX6G+/sT337zluHOYu1GdiRZtCHjMDDPM85ZmsYyeynJTjGinQNtMFkRgufx8QHrHJv1RrxQsqLvpeHY4XBkfzxBsU83USZw8InzcOJx/8jD4yNVDOjDLCkjkPLLnOn7VelVpIumwdI0Lfv9nofHA8FH2q6h7xMpzxgj2piUc+nBMnL/8J5d3uFcyzSONLsbNpsNJg/sdltubnY4B9PhQAweciLFwOzBKIezLdU/Yp49qIy1DmukoiumWqlx6eJ52YWwpGuUQkzQ4oz30lZBRKyye3KNK+mcIqpszFJ1ZoIXjUeQz7LpEsxqPvu6k3HwolWZJ+m7VJX1YQ74KZbyYkvOUvoti5XoV5rWggmEmGAWKr72whFtnSplu4G5CTRNxBiL0Q1RZ3L2UoESEpM/k4ImR01uDUY7qTgpplW1xFrpVKpPpNxYa4qea6b6gTirS/dd6SWk0FijIRt0TkVUW/ucsFz/XMR65ISfpeVAziLKs40VV9nWErMt2/lSEqkLFa2E1VhYwyj+Ogt7EZFKr1iEkoVpyCaL0Ve5fllJl9yY5VlLVIMvj1KaVKj2qoFLKaKMgVgKXY3s4GV3XlIypQIGSudgrQoTVXQlRpx+fUhF+FnArYZkNbWEulZ1ybUTENK2Dcpaksp0uYNZ2GjnHM5anBbm0hrNPI+ym8+aFBXeZ4IHKYauurWE91IhJLt+0YUoDdYqrFMYl7E2Y3RCId5J8wyDnSEbgoEgCSt04wCzlFRLehKcMyhjiAl0StKqQbA12mlyzAjgM4s+o+CDSxrkSvRZn219ZclfvxfzJRWhVW3YJ5sGrvQ31wCl6KMlsFP/Ub5GSs1RXLoFX4lfKpARSFXmSXn+UVx0K1CE1FcjZzJm0asYI8+PqemWq3P7/M/1zz59y0+B3OdeKNffv672qcf/+eddb/p+2fEbDVCmeaJtHTc3N+Kb0TRL5Yks7JJn3W63tE1HTpl3795hjNz04/GIaxqGQRqntR30zZp5FvbAOWlQ2DSladb5zDCMfPnll4vXwW634+ZG2o/nCA/3j9w/vGeeTjw87DFGMY6enKFtO6Zp4sOH96XkVcpec1L03Yrt9pbj8ZHTuePh8cRwDqSUeXzY84tffAe5wdhWfAlIrNYb+pJCSgnapkWrBrB8/fUbvntz5vUXX6GU4vb2RpC/0ZzPJ5w1pBClcZ6fi8GSgSj6khB8aUrnQYlN93EYOQ0T52Hg44d7Us68ePGcttGk6BnHE8fTiY8fP/D23Tv2h/0CQMQcLUlvlWksOVtHTjCFuZTRSu5cykgVIWSapItZHGidSHlknDzjNHA6HXh8vCfnyPbmlhANfe/FLG1OtF1L3zek5KXd/TyhAGeM+FAsD4+AQjH0gr6ThTwEv5SSVyfXT5rJ6WuKNDP7aanWki7BVcymC5CpTQ1D0dh0tK1jmmAOZnltLLtBEI+U+nddQIyuOgFd9iUQQ+BcOh5DYr1umecOjfSH8r60UjcWkykurlMRh2cJNrq4tEbREXgfikNp7f+TgFECbkyczyPTGIkho3biHJzixd03p1R2YCXtUAAKWdT9sTBSZI9RBowrNvAZm410u1UWFWulieyyExcztOoTkUJc7PtRFeyKyWHTWhIS+GulTKJ03a1iwFQ8XwrgEdsAipmauI0KvVWqiox8nTVFIyQ6AiSRSMwC6KneFYWNTenCiqREcR0WnU+IHmFLJLDIvBK9AbHMCa0xqtDrCnQ0mJAxVvqwxKhoopQa51xYmCjHH0JgVploRZ+hlDj+Np0jKXE3bpyT503bIkw2pYQ3oXDkrIhBns1cPiMXz6BxTPgwk6Imm2L3ryhVO+Baje0UxmSMA2VE7B1CIhoHShe2MJF8IKZA8JnZC+thDKhGQJ3OEIuYNkUggFUGpaXCS+t0FUA/wQHLqIG1shL134tOo6SylCqCcGtlE0sCZRZQcwnQRbP0WcpNrsOVuy0FDKjK01XWlYV9ySlhgKTkGlPXKl1Ep1fvfX0+9ViuGyde447Lzz9N69ShYGGYPvn+FZj5HMh8DnSuv3+d1vn8eH+Z8RsNUIbzwHrVs16vS7djxYvnm8V0TSlT/EvWjOeBpmm4vb3hZz/7aaF6Uwmac2FWPLYJdJ0YhYUQRNjX61K9I68Tx9qpMCoT1lhZEII4MQ7nkWE482d/+jXjMLBeN5xOBw77A03TME0Tj/sHXLNhHBRgePnyNb/3u2s2mw7XJIbxiPeeDx8e2Ww2PH+WuLnZcDpEpmlAa83Lly85HA4Mw0jjWpzTNK5ju33OcIJ5Gjmezmxvd3z1s5/SfPeGGAN+GpnOAV8Cti70Y0yhGGylssAltLEkpRlHcQ49n88c9gf2j4801rFqHXc/fsHxOHA+Hfjw4T3fffeG03CiX3U8u7vj1auX3Oy2UqURPdZq1uu1LMxQ+n2Iwl/s6FcoJUHMWst2s8U6hY8DwzBzHkaM1XSd4/nzO1BCtVrnaLuWtt2h0ZjSn2iajszjQNe0NE0vfUeOgwTJGEU75BpizEzTWCrBGkIJeufzuViGpwVsKaUuv18YCknpNFSl+lyqwnJG0m0FrGnNUvZtrcH7eXGEbVuDbYRN0cpgrKXtOlzb0DYt5/OZ0+nEerVivVrTdR2UaziOIz5I99tpHjidT0TviX5mmrwo90s6y3vP+XwqDTJnUlIYLW6itZy0OpIaI5VVOYMdR4KXbrTSOM8zz9MCMMWgq5YUR9GYZAmGIUgZqjGXUkcoO9ZSRqvUpWxVW9F0CXCTyhnqTrV07oVSiq2ypEWU+HlUu+/KCsQsbsGJJBasxTVV2BFJE6JAKbOwFizhQ1xcAUEsKhddUCJrKTgu2AcpO5bUjmx8NUpVe34Rx19aFGRcU1i5AhpSkr5OqrCKch1LQImZnANoi3UStHQU8GuM3DuyJmRFTlrSxyExTbJ2zUMkzeBUoukcRlms1Tg0kxceX1tJpVhT0gFKzO9ks+8QEagVhiTXsmpZQ08nEXyTIvMoQm9twJgsjrGtol/b4tYa0TajTAQlKWljDFoZAVMVUM2R4AUkO+fAarIvLrJa1t3gI35KzLOIOa1iaf639OK5Av2q3NalsiaLoNNWvReX9KPAS/mZM5bWOaIWrc21uVkqTtqVxZApVN1TpIKqNnSUUe9tNbOR9Ei+Ti+W97j8lRcGprJxlaLJRfchnj8CgKsgWiwUQJX+RYtGqDBEy3uralt3VZVD7QKdUCS0kvSmVrn0KkolBSs6IEwt8b6wLJI9llSTbFZ+eZDyGw1QTqcTm80Kay23t7fEmHj58vUVmzJzOp0ACXaqaBp+53d+i5evXkh5og+LAdkwjJxOZ1b9mr7rxU0zJY4HKWccx5HVal0mtniIzPPMw1n64PTNGmMsu90NN7cbzucHrG148eI1OSd+8c0vaJrAbjczjRPQ4b2YxB0OJ9kZ25bVasPzZ8+5f3jLh/cH/Jy42Z3ZrDXGKvq+x5iWVy9/zDhEUlK4hmIiZwheqj261VaCW9OwKp2PT6cDCpiGAR88xor/QPCTOE3o0qckKZTRxJw5DwOH44nz6cx+v2c4HZnHkVEpCAONmZinM+Mw4gw8f3bHixfPWa3X3N7c8vxOeiCpDO3zZ9w8g9M0cT5PxDhL1U8Rkq1XPV0ntvTBi0X57e2armskVRBnILJa9Wx2HTdpxXkYaNoV1q3oezEiIytSlAaNh/1Hcpi42W3pWiug7jgQQyRasb+WNIcmRkp6by6LWvFOKb1+lnb3Svr/eC+OwE1raZpLCZ6UaUuqx89R7PSpPS/KLp1aEilBuu7QbFMXU0XjmlId09O33aIHyinTti3r1Ur0P0qLi+7hXhxwg9jJeyB6od2Xkiwk716N9mafikDvKv9c2RojDrGNq6ZOBbhkg8ZW4lqCpGZZzAorfZXfLsG6fC2gxy6fYQp9vpRvqroDloVQOgHLgrw4AXOh3tNVu9oqtJQ0gxybtUZK5CtjUv6upbGQF9FyrZZQxXVUm1SOW657IkoZbPUVIS5aFBTFcjwSq/4h60sFUKzvDTqVxVvJu6ecUMXnIofqKVFTfWZhXlSWEKZN6YKs5DikkZ/BZU1MImBVWtK1qnjZhJzxwTL7GdNa0byoBEqaWAZTWilot6QTFkCppfO3Ug6jm5KmMMXJe8QYRe2PlZP0UtImixDWKWwD1pWKnmIpr404yxpbQLApKZMYKe5sKC2l4CaDzpqkBYwKiNMEA7UhaYoXjx1dxc+l0iiESx+nSxl00X19xkSkqzRr1SEppUp/pgRc5mvKkgYU7FrTkJVR+LSc+TJkrsRY5+TyrYVZkb8v+pWlnFyxAJdUDw6BNCmaYpdAAZnXJn7lVRmZs+ny/eon84kAl6vP/UHmY0k4UcuYrz+jfu/CMFX93F+RFE/NzdfGdjkj/hWFpYgx8fDwgLWWzWYtwVgp0Ja7u1tWqzX3D4+shpG+X6P0I5P3HE8nHh8fadoGP3v2+z3H45H1esN6vWaaJrquZ7VacTgIM2Jtw7Ob53i/xvuBvm94nz2r1Ya+W/Hq5Rcc90fOpyNt2/OjH/2E7e4FH94fedyfmcaZtmt5/uwlTQtKBVIODMOR4DUf3j2y25y5uX3G7bOeMAtaf/Xqx2jjSomsZxhGjscRa1bc3G7o+hWH45HD/oFpLLnk8lC0ztI2jYjcirgw5kRryi4mJYZxZJw9D48HPr5/z8OHD5xPB3TydM6SpzXfxKMIEfsVL+9uWO9u0NZS3UUb5yAlrDbcvnpBt9lwfzjy8f6B8+nEYwrCSIVI30kgbJqG53fPWK1X3NysaLpITB5rHLNPtL0j5cB5nIstt1Dv3s9oPco5RdnJjuMZouf53YbONUzGkEPk0nRQdrXONjgbpDLqPNG0bnnQZMdEcZA11P4kstNKdF1L01hCCDSNo+vaZaGbxiP7/SPDMNB1PUrJzrlbNRi7XXZrWhup6FBCgwvz0iz6F6PFTEua0EnQNErTOQEwjTXMYWB/OkhQoug2tMU0RfxrLT5GcV8tKazZC1OmliBtCpORpIqpEfam9mOq6cxc2BYWKl/y3qpsWSW3L7qJpoHWteJqiXh+1J8vZbMV1aAksCD3D5UuzEkWA7NUtQ4FsMQSgGofJVXSeFUTkFElBSIpAB8DPiR86S6ds6SDyWWHX0Co7MLLumE0eAEZxmSMzQvQ0TXPjsYoqTSpJnfVTyPEdGF9lJQex5SYZ0+0WkDElbJAgpMqtLukubT0VwAlIM8o8SYp74rWllTcd2MW5il4QwimiC3lno3TjG4MBk1InqzEAXcOiiY6jHEietTikl1diI1psKbFuVbEuloXwa/s7EOUHl85RcYpom1CNwrTKFxbqqZMXkzRlJXychFiW7ByTZISzSDZyHOcFCZrEd8mRdaapJRcCqVJhbnQShONtBnQ+tJ9Nyd5FrwPhBjI6lJiq7UW9uHKJbVC7Zwu6wNkAbpKGIjqv6Kz3C20Rufig/NZOuTPM3RzRW5wbYZ2nS65TsVUgJJKGhAuehSqFiRGXJK0oVaViRMAJ2zNp8fx+ft/nvr5/t8lHVoARz12YzRK2cU8r57jdWPT+lpd2chfYvxGAxRrDeu1MBoPDw8YY8lJ8e7dO47HI1oLujfGsN1sSElo8FDq2WOMxd5YuoFa6wgxczycefPmO7766U9KV0gW7YH4VHg2my1KKU6nkwgiteHmdsd2tyKmkRSlV0/wiXlO3Nw856/9ruVw2Bczqw1d22HMIEBrDqxWK549e8Zm2zBNB6Z55HjakyI4uyEGyUl33ZopJ46HkbZdoehI0fPq5Uu893zzzRtiKIJMlYkEPn54j0qJrmvQwO3uBmOk0Z5zjmkeCSkQM5hZzMlCiJwHKaN+//4Dv/j514ynPWGcxZPipqXXHSud6ZzQ8dum4dWzO3TbcZ6mIjgecNrSbXrW6w7jxIRtve5oWwNZqj6G81x8DYT6NEaz223Zbtc0nZRRG90QU2YYB47HA4+nR+lTtNKgWkLwaD2SkgSIpnUYLRU+KsVCe8ruJ4Qsi1+x42+bjnkOxbBvXHrV1AfXORFdLqChaEt02aVqLUG6Nu5brdb0/UCK8OHDPcNQOvfmiLWK1bqTMuMQlgdea4UqQknptJqLXqdQzU7YvvE81O01pCylrbZ08dWZEOeFybFKKHnnHBhFHscCNOrCKHl/2cVWmjuLR0xOpUrJklLpvzPOxDmSQ1kuQ4SYSilnXpgEqYqS4NM1mrZpaYyV3X5EurQmKYNVsrVddlk5Z5Sz2KJDyRky4ntRe+D4UBsNJkKMTPPMMEoKMIMIfX1g8gkfJC0VkyahSUkxF11RKh4WtYmg0dXlV2Nd2SlrSrWHJaSMMsIEVN1BqYcQoAYXgSJwzezI4l0dd8XDRvYLRXxb9DsSqC4VF4sgs/S6qbtTpYR9QhuphCqOsRlDSmDMJTgoVAncpZWAEqGv+GZIeidl6eSdY/HwcXLPlDNY09I0HU3T42y7pDnkWZXPTYWRCsmT9Aw6YFswrcK0BmUzGF00NAWk6OolVES+GJJRGBOkIqjoQWzRXBEhkEEntLVoq1DaYpTGu0ScE6mwJRV4VPF71QClwkpchBqXuFKBAimhsmwCrDFkm7FKkUy9j4XRSIGkqt6oaskqQJH3vG61UD5liStZV/F8fX01tlPLv+ECUC7zo7J9l8q4dAUQUIqsNMGn4ijNBZ+UlFAu2qrqs7OwRly9jpomq92LZcNQr40qVvrXIOyTOXsFTn74Wvz54zcaoOjSBdYYw/F4KnS5LPi73Q5jamlkpGkdMcDp5JkmWZjG8VIZMc9ezK6UpFweHh7Y3eyK9bpU/mg9lDx6XBgaAUK6OMM2WLvi228Vx0ECf4yZ82kip4wfA+v1jrZtePOL9+TvPqCUZbVqGbV0EbXWEWPDZnPL7e1LNutbKb8LoFXHz376uzjX8XA/cD4GGrdGqYZ37x9xTcvt3Q0vXrzkw4c9+8Oefrfi5auXGODdd98R/IztO25utmgN5+HIZrNm9iNzvFiCd32Lj5Hv3r3leDjy4d07huMRS6CzmZWDlzctP3q24fXdHc41zFIzTRhHnDaEaWaaZpRCqkdU5nQ+Mjx85Ovv3uJDYLfd0rSWtjUcj57Zj6w3r9lsV2gD4ygeL+skjQjFL6MFJsZp4ng4oiy0qRc9kD3Ttltpepcixii6tqVRkdY2xa4iEn0ghIx2Ujou/UwsXVs6FMdY0kSyK6+6k+uFp2mceDKoLKmSWdO2bRG/NuQsFUwxppIOFH+TaRqY/Vjm3Sy7jqrpSOmiuwCmeV4azqkM8yTNGKdpksBUH/oQibNnnkemeUCjxcBM7zBKngPnGtmhl3VEetZ0KDOL1qVtcMUuv5Zsej8TwkwImmkemCZpKzGNvgD9tOizLi69uuiaZOdtnZTHNrYpJoACnqQcuVLIBZykqrkQVsxYaScQY8SH2l1VmA8R2cq51NLreZ4ZC0CZppF5CqUsVpOzLZorAcjOxUUUmfPVzrkY1ElDO+k6XlMkNiZCFGFsVkXQnUpgKQSQEUmD0P9VxFs1KJHC9tUKGFX0PEhaKESqiZfW+uIAqzXV3VUpYRNEqCl9lrSr1vtlV1z+blDEzl2dZ5Yy4taircFaCWIOQ5oTMXiGKTGPHmMacpvRCBCyJtM0pjAntqRRaldcyjq5YgoTcxrJ1pOYsS7T9BrbO4yVNTYpYYwwaglwC2OkFToLkxe87PrFv0YYoFQc4ES7lEGLYNUosCbhtVSy5Sg6saBERxHTNdgrjEBKi8fTNXNR59PCVAp9StKX18jzGgoYVKhsUNRzgQowcoZ4lWa5DuSfMBhXz2ahaFALcqri21QaJubL68p9V4XF+UTnogBb+0BRclU1HSSeN/Vc5DjSci8v6aDL8abyfQq76JwVi/uCrpaKnU8A1KdpohD+ijAo0zjxWEpZpdV9v7jUyS7XFsGlWqgpuUhpobe990VI6UtLc7ssVPvHPW3J/w/D8AlVdTqdhLHJuVjrwzwPoBqmaWCcBmmGlxLv3r2TXXiG58+fld2HxRhF03U4u8KYmZsb6bb88PCe42HAzwnnOpx1DNEzjdKfIuWENi2b3Q7xALB4r/jff/o1Nw+PrFZrEZ9Gz8P+kWevnvHq1Uv2D/eEqZiLOfFXWa1W7HY7Tucj02kSGZXWzD7w7sNHPnx8IHoR1pqcaBtFZxS7VvFs3XDTW5rsaZKmdS00LcpH/DiSQxTsnzLzPHE4RKbBMoaZx/0HxnHGOcWq61mtO44nR86B43FP3zXsNptSBXVm9iKy1Nqw2UmJbtd2xJiwRvKm0zQAB1arW9brHSlIGrvvO0wnTfCC91K5NE5MIZONo1UOlMUYS99LUBK/hMjxtKcuDqJHqfS/lXYExpVA7glByiCdE98QaZYoaUdn26Vc9XQ6cDhmqs9B2zbi1qtqKaoswCFGTqcTwXuZ10k+Zx4niEks5bXBKg0pSxNE78kpFrFa6VKrLOKRoFFlJ6OUgKn1eiXzqbAnbdNQHW1BBNmn04EYZ87nI+M0MI1T0dSIYE7YjLmUZAtwy6VhncKIENPZ5TmJ8eLx8OnO60In62JIJRqTTEZBuF7sSpWT1rimISWzMFcUYCApnOLfUToya11suJUmaylflUB0xXAUPculeqOApSzuvjEb0VoQynnW3SjCCC3Cwlys6IvZG2LWJe0RdHmVlCCTRUMSYy0tlkqVrIQNMdRKjlzeR4IiWszvsJdqpFqpFFNEI41Ku67D2tqmQmGsgB9F0YMUM7WYJOVFmDHaQ9JoLE53dG0uALI62xa/HoSpcU4afLa+o4sdUXsSWhxsGykD1lYcNLIq6QatyVqsA6Qdg4A+X/RB5QouKTfR9GRhLXIqaUxQRsAWSUnZOyC3XGGU3NMwfRo/Pt3xf//7tQleTVUolQqwqoyY6P8yhWXFoLNdQMUPlfBeB+qliujqGbiuxPn8PURbJTNLfQYA6mvla3N5PxQqVXELXMBLLoLYenx17teO0JVh+vQ6VZPB+nlKI1VlSxn2p4zf4nV0NbT5K8KgHI8Hfv7zn7Pf7/niiy+JMXE6DZwKm9K2XWFYNOfzmXE8LbS31kFy5s6VLsaKmKaF7m2aVozBjOHu7o6cM/f3D0zTVNpUJ5qmKZqUmWEYefvuLX3fsD884idPsqJJmMaJxjn6pmMaPXt1wjnLbrXl2bNb2nbD+3cPyy59GEa++eZbHh4+stvtWPU78R8g8d//+/+H1XrLi+c/5mc//S3ev3tgmiLr1ZbHw8zxeGaz2fL8+XMe93seH+/5//7PmdfPXyBuhqUT6yQ7967tWK/XKGMY55kYMlZ3eD/w4cMHxsmz22zZbdaoMLKx0OLZdYrn257btaNJivk0oFeK1Vo0FeP5jG5aVl0vfTSmkWE4kZuWZEqpphJ9Qdc1bDY9q1XL6XiGHBnGM4ej4XQ2xZtCqNPgIzFp7p5t6foVXd+X3LykJbz3HE8HYbpCIE4jcRzorPSp8fOMnwWcDlMgagPKiU+DkXxp07RoIxUJIUiqTiox8pJvr7oU50Rv4pwr/ZNMEbsaYihC16ahbYRyl3UnMU3SpkFAl4A770WQG6IIJb0PHA4H5mkieF9AiHQo7qyjce7S4rwsaM4K8KimaSllTBHvVlvyGNOSumnbhmEyy87VmLqjEl+VYTxzOjtS9JxOB4bhRIxpOf9MXWjF20OeuxYQajmnUmFV2BNtMjEKJZ3zZcGsWoCUkzifshDoItou/XpCiJfXGwEnXdtirabvVqw3a7q+l/kwitA5RcjL7tmKY6vKNMYvu9Z4xWBlJL14VQS6dBVGGUk1JUNMtSqhlEwrScnpdJED14oIVYCWWOwbpPlh0SvIWcoZF/0IxWK/cCko6pxLyzl5nzA5YxtpxQCRqEqlEhlx0RXgqbBEK8dSU1bKZNBRqppKuicmEXSnWZ5RlS2N6fEuEIPofIwRh16putJLOkIXkz3rLK5zNDQkQOmINpGsS/ciJWCtZihjEgflKU3FpRqiyviS+qyC0WyqBkK0chnQOVR0BUoXQCmBOUV5jUmic7rWelwlMb4HAuq/tURf6XmUxM046aIDojTC/MSt2KKzpGd/SIPyQ2zCte7kc3DyQ8dWr98PAZTrcQFZWQTTJVW8pG9ymauVwamASKtS2ry80fKMq3LfKrxQ1TsmV6NFU9g+SSdlcvEJvAAopRThynPmLxu/0QDFOEciCl3uB9IpopVmDh5jHCYaYm6ZziOzH8kp0ve9uH4qg1KBphXL7XkOHIsfSggR6yz7wwPGKp7dPS+0dSZFj+saGmN4+eyO83nkzdu3nE5HPn7UrFYt3s/LglurQLRS0IsgbPaB/eHIw3HPHGZ+/KOOx8dHvv76G7bbLff37xnHiWnynE4jOTVSaqcUN7drTvsjKr5lu7nlzXdv2B8/4FrNs+aW9abjZz/9iq5b8T/+x3/n9O6Rb3/xZ5x/9CXb1Rpi5HQ84qeJ3W6DaxxtI/nkHMWT4HweSTHTWsfLu2d8+fo1RmUOH76jUREdBjYNrLqOrm1Rc+bh+JE0HnnRi/W71pasFU3XYq3hqDPnk5cGcdribMuMZzydOTnLdrNh1bf0XfEayIrHxw94P7NebehXa7R2jPNEOw5Y+5y+27BZ3RJzwLkOpcX/YTw/8vDhHdMwoUkQE6u2qQ0yCGgCMMcA3qP9iLnKo3ofcMqhjME0La7tScVlNKsMyojNe79ms1mzWW9ROuP9RDUjQoF1mrZ1ZUEo3otakfLMaWiY/biwegZN9GIQqLT4wPjZE6aRMAmoyiVdkGMiKgEq4zRgLKATiVgaU1qiT8XrZKRpOtCGpDIhJ3xMAoJKCqptO1KUfHsMsuh6H/Gzx1jDPAc0nnGU9CiUrqclYJjS5K0yvSL0tUivlLSIfK21Ypeeghi6fRI0oCRIkCqgVJgPhTAfZilN1pGyGDppbug62s6w6tesN2vatpMdrR7JWcSx0hywAIKsUKrBLUJWYflSliZ90zxc9CO5VHkohTVFvKykpLc2PQxeAkfIkRDleGVb74QjUQKIrCmGaqqCEwEO9cxFcAzkIqZVRQRaRcdGId5B4kWSIqiY0KWBi7QQyKRcqraSpE9EJyBtANAa47QwEyYjslwBQ1MSJ1qi6HVUDgTtJR3qw6K/03omxYyxwoKYIqoXEXNhm4zM/6yc9MVRuqS5RP+XubjsJi3usSaVTUWs2o5YmI2ia0rSYSfEVIBPBRvF4r5Y7RtbTNaysCCRTEjiBxNLBVguaYp6j7UyAgWrd01WGOUEIOgCDowwSEZpslalCqamWJSkwrCl3Lykq6AwXyypkwVU5Fw0dwXQ5IvmzBhTGkiysBjCwi0qlGXOyLRJBUtf9CpkwZ5Z1XLwuBwDWWw1LhjDlGdGLWXK5dJQ0Ib0LLpK/8q9ER+cCnaqvqn+mi3FBHIZZBP0CV31l4zfaIBy9/y2mABpQp5wpR9PKpU9Kmj88YBRhtkXPULfE3xkGEdOJ9GUnKcRHyKrdV8EQ3A6H5AWUYH94SPzONI2mk2/hqTw08DdzRZFpm8ch5z4xTffFsGklC6LgFeqPKpgVTtT7OQD4zTy7TffcT55DocDDw8PvH//lnEcmKdI26xICULwGCt9Y7JPfPHyFavtlg/vf87++JGYT6AMw3imXxtcYwhxJPgBP5+J88h0OtFbizaK8/nIKWdcY9k0W6xtuN3eYW2D1rIADqczFri72fLF8xssETfvaU1GR4dOM6OP7M8jYR6ZtWeKkc4PvN58SUyK0xzRxXztdD6LnqRxNMqwarec9gOPD3uaxtC30qDLWIU1EHwgxTPBT+z3I7a1rFphOmISJb7RDeSWtillyEpJ6m6aMGqCeGacPFoZYU9ipm17cB3dzR0jD7SdGN9t1h1WN4BimmamINUeIWswDVlpbFNs01tL063YrLfc3N7Rr1q8H4k5ym4wBXSSha3tXdmd57LzydgWXKOh+FBA2cmkyPkoXjl9tyIrWDcNnbZM2uPnQotbcI2Ug4/zgG0VWXu8n4l5giQpoXke8HEkqiCdtJU4gSYFSUl1j3M9nUsEBOz4AkD8LM9Q1xqCV5y8ZxilNFEASSopm0YWtZCZx8A8RVnEG1NaA4SivTCShmkd0AoILSzMIlyM8uzJ3x6yIphMLHoUkC7UKVuMjqgCUlwjqZ6+a+gLmzV7AZS1R1BIWRrfmVxKRRWt6jDKYLQi6UgmgAml1DegUiTO0kBPK/DFK6VxIvxNURxyvU4ELe+vrCZlS1IOskV0JhIQjKb0Uil9brQAlevApbT0Ncmla29Y3CaKT4eRlK74FGWcMvigCCXQybCl4ooi3BZtm7iwarLNhBxrsoCMI2Fp0PikCGkkUcS6SWAUKRH9TPQT2doSoJOwSEpAvRgapsKKzagshndoR8zFY0dluc4EyJqUPFOcGUxxE85KgnZKOGPQaGKY5Ro6MSyMWRo3qhhJIUuRd9bkrFHZQBZ7hJgzISV8joSkmENi9pFLtY7s8iU9owR4SE5ODFwQgOdMtYQXPx91ibiSTqSwfUm0M7oyKOrCJACffS0gKUdzLfFYhnVVF/MpqFFKWh7IZuCaEVo+4AL6kd/1FfznSwo55YQ1bUkJFraoAvWUvnfMNRmUyctGKRUL+5yFgTVaL6Cssrc5X0MqYV2M+iuS4vnZb/2Mt29/wTie0cMZHzyr1ZqYRMQ6jp5Vv6FpVrhS0ng6nXBNS9d1sksMA4fDgdN5ZLfb0XU9xjhQidOwZ54nVn2H0z3n44l5Hsk+4WdxhN0fjpzOR2KMnE7n0glXLPanaRKzN+fwXqpQpF9Mx2a7JeXM8Xgk53sASbUoxTxPbDabhXKWkaXEVVtWfY9WmeNpzzidiwmS5eFx5M2bN7RtK435UpJ+Gkozl114pd/F3MkRQ0Jry3a7o+n6snhahu5E9DNtY9A5ogjc3e7oDBgVSdNACoH96UT0Az4lphg4DScSmb5fM6WB8yit7sdxWJwXZx9QytB1PfvDyMP9A21juLnZLOieojMQJ9fIejux293Rd4o5eI7Hc7nOTUkvQNc1pbOxx2hp9BdNKrtVpBupF6fZ2zsxhEMpgvcYY+jblmGcmcMsC2418VMKZQzaXkSLWkG/WrFarUp58UQ1bPLeoxRLr5glf67LAqUyaBbrfOecaCmsxWoNKdE2lu16zfk0EkNmaiZOJ2lTUMt7c77qDVMo+pxF6DjPEWNEF1LLXOuuUZWyyhQlfbLqV3grtvMi/q62+0IvpCif5efwye6pCjKFIbFkpD+RVM5dygtDyMRor3aCUpbYti0hhCVvLbR5ZQ8SUUEIilDM7WSHZ9A6FRo5F9fbVMSB9UmhfK5ocmbvCUm8K6JN6GiLNqfDigKy6EIQ5ss2pCxKEhDdkPKZpvTOkYZoIJ6esqvXVKpeo3CAFQZFmdLIpGgpllSN9EyqNLlSVUgbqD4vVS8nP1fEKN4ei5FiSowpEf2liiZnKbkWJqJ20LY0DTRN6RuUWZ4JSRcpUtCobNHKYXQCI87P2jhiEtZi9gHnPdpOOITWR4PO0sHb+8AcJqYgKclU2kRQ+shkFKhEimIiJ/o0Ycn8PBOTlvkPOCXGhUL6lC7JShGXYMySnks5FZF5qX1PmhSkOirGxFwqKac5EEIqqUhVUocCOqowPqcsx2uFwTDl+kmX6sKGVb+eBaAU/VFGdChUlqAE8zor8+WYM6Bygnzp4XU9aqqk+qDU35V5ycK28AlAKc9XSgs4kWyhvgCWqqPMiRRrSpMy/+X5y+nT906FoZOJeDmWvJBQFXRf0lmppJGXcy7CWa01PoS/OLBfjd9ogPLi+Qv6ruFw2LM/PBba1xBVJvgJrZU4izqHH0dWNzeAiC3FN0UxjNNSy38+n6k+Bafzkfv9R07HI13TsluvyTlzPp9QMZOV5nTay4KpFCHODON58Y3QWi/9fqy1dN3Fin8YhuXnHz9+5HA4sN1uWa/XNE2zOI5W1b30AfIlZRR49/4dm92G1WqFj5HJz2xudhwOBz68e8fXP/85Nzc3nI9HQC3vC4KUu050J+v1mtlL6sAYiwqBaZ4gzygN2+2Gde+4ud3RWOidYR6O+OHERGROYkedSgXEOJyZ37/n+eOeu9dbVqsVc6l6crZBKelVkmPC2hbXdKScGccZP0tQs1aYFAFOpXSRxMP9I3d3r+i6HqaZeZbr0biG4/nAMUqpstJRzgHpTm1Ns+xYJV0gwXa7XmNvbkWLMo5YJTnl8Xzk8eGBkKWEMcQgwCKJCVTM4NF4q5mmUSp8nCrUZyAEscxPKeKcpbptiueHmIXVsuKLv8nFhbbv+yWwdH2PUdJryjlLtWGXAByXBUHmvSXqUHQSmhAmxlGs7PvVhDGSmsrFnbTa9zfaLl2jK3iQyiKz/DuUYCfHpQrLmIr9P4t2SpcUmTCIcRHC5izVFMtimnPRv7RLKtSYi7jwWijsfWRiEn8VJdYCulR0SGXPJM0SkxgnTtNEznJ+IYTShNGLNTty3EoHjDJijS6Pu+gpqM0iHbHohXJhAFNE0nMRsAkrMZMUNWQnzqXUni6WTNGZlOAqeQK45BWKRkVVPY4EygrqlmaQVztnYElDyoWSklpfg6jWyxypc0wpVTR2kv7Ipauu0hpt6k5cNiVaNziX0Moubr3OSn+umKRyappnMJqYSzNHI6yGTx6fPFOQKrLZz8whSEk/F8dgMTWTNAEpkEt7gclPZGvAWRpdfVEcmiyi1xQpb3NJFYjbmjx7CUm1hSgAKIqhYPSJafCMU2T2Yen4i5L0nsw9ASoplTmuLDnHxdencY7GStdvASpVqIqY8i3BWlV4soAIMfaTTtR1bpcfSWrpz5FjXGtTrkWnV/zNZ+/3fW0L5TiUsTJXKcCh+JikmKQChzq/rlKuyDotLNn1puQKNJUPkE+69DPKIGnofNHGCUARvVJtu/HLjN9ogHL/8SPWKG62O86nI9N55NWzVzjtiT5hTUPnGmKMnIczr5sX3Nzc8Pbtu6W3yjiO9H3PNHnGUhY7DBMpBeYQSCFwHkZWbYMPUsnQuYZpDjw83LPZ3pFSYp6K74S+OPdJTw8lFSddVxYK2aU+Pj5yOEgTwmu78qZpGIZhmZC1EaL4aqxYr1ecxwHjDJHMx/uPuKYRi2crpkrz5AlzwFonDqSrXsp+izV/4xxaaylXLfb9zjlGL+Wr3s+sup7tzZq73Yab2x2agE6B6Sxbn7bvMFqRo0eTGccJVVJmIQT6boVDMXq5BkfAz6NUe4REiAIabm6e4RzYpuN0nsrCfwlQTdOCshjbEELCOdDaoZDmctvtjjnMDNOZeZ6xTgnD1FpyYBFVguiMhmHgeBhRZHa7GxrnpN+I0pAkxaR0QEXZrTstC5KfxR3ThwhovJOeRuNmg2suWiPIpZtsLOW5knNvm5623Geg6BJ0WbSzGNlZadFQU4S1p0+dq8suRUFVzVctB0V0WBd/CVKJ4Xwm3AS0dsUNV4JuiLNoLWxPu+lpGieaAUS4nJGS3RBnxklAiw8TKGE/QgEo3kfatl2C4XUgrboTVQJCTWUI82IWBklea4seQxbJ5MPSCHBOkF3p50Quu19DXqrxJsQPZMK5Ua5Dqu6WpbyyZO9jlBROIjGOg6AQVYCxuSy2Cl1SEAmKIVxWmWhBOUW2hXUpplgiBizJ92yFOcFCcX1VhTnLS3QpWhX0EmiXHetVtWANOra47tafL5VMMZG0sGT6CqAsJbKq2Kd7jTK6sD4Z42xx/pTjMNrhrAhycyOfKQUFVoKuFlAyhZnsFZGIyZocsviPxJk5TkxhYJzPjNMkjRRdcb4tQlrRlGaSr3oTAZBTmElOGk02rTTrtMZiyKA1KemlASO6aEVQkFRJ5US8T/gZgofkS88gn/BTZJyCtHswBZCUdJtxCtuYwlAJQyFUiKTknNV0ztI6KcGv5f4ZlmcxIeW3umhY9AIiarqEAltkFqorBkLbH9ZjVIByXRkDLMaDn4tw4VIqXH+//lwpKa9PhdH5HoNSU0fleBdWKonxW9VaVd8aWbfKVK+6uFxZn4q4LkxeoWgk9aUV0+x/8Jx/aPxGA5S3373DudpNM7Ld3JQFQLHZSINAazU5B4yBcRz57d/+bWLKPD7u6boWay0+SD8W2ZXqQj+viEOCnDifTgytwxotXUCRSTxOI9aNHI9HzucT1khZ82q1WsBI9Yi41qVsNhvGYpYlBmDSh2IcxWNCmBwBMnWh2m63PHv2jLtnd9zkG0JOfP3tN3z48IHNdstmt1uqlgTVyu6sbVp22x3RSzXRHERIvFqtxXUxpcXcKXgx4lJKDMc2mzWbzYpM5ng+EseB8/GR1mo2qxVN60jBY5PQ4F23QjUrnG3ou46kLYwTIUZJt5Rg6mMgzGdc49hsd2w3PUbDOJ44zQOKXKzTS/2+FoZH2hKIqE9SDaJJMKW/zDTNpKTZbbf07Zo4J2lnULxGRDuROZ8P5JRonMNo6aCcS3qmbS3r9UqYJaUJOTKPIzHORQkgTErwZtmdS/fioXjl5LIbvcxLqXqRCoOUa7APaNRSvq4Aq6VZ23q9BkR7dDgeOR3PhfYHCrUuVTHVgyIzTRPn88AwTFLpFKXseBgGUhTwmkqVUC0TrJU3zsm8dM59EtyAknKcF7+gGixzqju167bwl99xztE0ku5MKS6C2mtTqbowCpApnh5lFxaj+OfkFAkpolQqJl4COpyrrpVJ/FRIxe3UiSC20NrLDlQjNv4qk7OwE95LSsEEua6gL4ElU9IopSFezgQlefyAxShpZlhZo1QjR8rkIpZMWcm/y5qUFuddWahz0iWNJNexagrqtal/f76brkNecrH9vzRQTMv35D7LOpQzKO9RRmNL9RioxT3YaoOyquyEq7NquSYZIpkcA3nOxKzRSRHVjE0aH2amSdjhcZLeVRlwbYOWRgByLOXax5gFUEwe70d8msnBYDEkm0rUl3RKVrWr90XgWnfy1bI+xsjsI/MkIMVPwqhEX0CKF/M4Z62cowXjFE1rF4Cik4BQ6awurJozSsrvC0Nli5hWFR8XwaXlHmVVWLQr/UlhI2rgryme8hXa1jn36ajgpDKTqNJEIhVFyDW7ItPrwqxdv4/kdK8JjyU9lAorvACUT8Dv5TU1LST9rQpTolQp0RcApmoJv67zGa4FtRX6K6Vwdv6BM/7h8RsNUMZh4ngUOvrLL16jjeH9+49oLaXBu91O9gcbw3a7gZxF25Hh3bv3y4KxUOc5s1r19P2a1XrFs/ycaThDFsrUOkO/kqqgzWbFbrcWYDENDOOw5NiuadgagLquY7VaFd+LlpubG2KM7Pd71us12+2WaZrEmXaaFi1A7W9Qg8QwnLm5u2WcpyUQHA4HNqcjSklaI5X0iNEWopfKpsVOXRNDZDgPUqXhqk6iLMLBl4nVlbbuhjnMHI4HTE6cx5HkDH3fYqzFWQPzTEjFibTtxMhunLh5foNtOnyIjG6klggqDak0MXPWYk3Dqm+xxvAQIppi9qUVcR7xPrLff6BtV/T9CnEIjozjxGqzLuJeKwudT3TdinVviUo+YxzPiz5FjKYg+Ak/T0QtCD/ME2RonGW32zLNnlBElqfTUXZTzuGKnsAaTQyhdM6uabiJrrcLcyALp/QPCsET4iUAA5/Mu+F8xijN7c3N0nDQe8/xeGT/KF4sbdsBcg+bxpUFQcqZfZg4nc6EUuqrtWIKgXGcxfpdiZ9H7dhcewrldDEr63tp31DTiRLU8jKH6/wxClRTFzQ5lxokqkuk9LfqlvMIcfpeuuKadbmwQRI0p8kC0nwwxkz1pKtsi3NWgo2CjGhmpkkCbYwJpY08QyFeLeKZsoeFHMk5kLJFKhh0mZuqpFfKDjFfRKxBCDKiUiRtyMqiirFdTnHZTYIINqugsKZwRB8g76VRZH1hVJZrQzVk+74z57XHxDWFn7JQ6vWaXlP98r1Lo0YVpKlmipfdtjBZjcwpRLtVAYBSSnor5iitA2Ikq+KcGjMJg0laUjrzwHk64+cgVTZFM1J9SGoKq+ocYkj4OTKN0tZDJQg6kJpEavLSc6eyb+IYXMvAKwYQa/wQIz6ImV/wMM+JeUqkIMLwkBPaaWxraFqZP23X0LYNppR+p5iFpUmIu7GWeaeN/LFai90+114fxbAPCdKV0az6kXofFiM0udnytaJ0s/5+bLt+Nq61HdpenGo/9xy5Bq+fjJLSq6mZqvO7BiD8AEBZgMr1s187PZdjjCEWgay7+vx8pVW7vG/hfhb90y8zfqMBilaaxjayK4yZaRg4PB65u7sjeulsudlultKpYRj5b//tv7FaCYvx7bdvpDvseShGRrb0m3DEmFhtNjhjmKZjWbQN63VP8jPPXzzj5csXfLw/AJIimcZxCSqyc0xlJylfz/NM27ZLflmcPPulf1C9kcfj8ZPXiKHWmtVqxceP79kfHlnfbOm6TujaIji82d3wLmv8FNhutzx+/MjxfGK9WZdUU4efZ/b7PYBoUbYb+r6/+KPMnvP5wKpvl/e/f3zkdBq4XfcYaxnGkY+Pe/rGCX0dPCiNddKjo2t6sUFG0zYNL1+84nQ+8bD/KJ+lLEoXAx+lmXzi5nbNi5ev2d3e8eH9W6F+g/jL1CqPGij71jFOE4fDER8j1nZst4bHx4+cTnvxlFE9fdMVUXCibaoveaTvW5xxbPqOtu047E8cHvdYZ9jtbnBGkRtH73qmWXxVjJES8u26J+fIcD4To2e/f2SaHCFMYu9dNCa1mkvuaQUyhraTe73ZbDgfpZtwFUQfj4fyvnHRojhn6PqWafIYY9lsVnh/aVxYxZG1D4smShk9Bj8nDocjj4+PbDY3tF1P27acBxFzW2uYZulQ3TSudAVviq+LXcrk93vD+Xyith/QSos2geIPYczy/ACfzN0672vPIutKz5koZaAxXZiXZrXCOXPFCEg367ZxaH1xQl3SF6W1gKQPMvMUyGlAmmc6lEaql/zF2yRnSsWLKWW7CRC7d1BLhYd8RgFTqnaozeRkSNGIxkHp4hAq6aDqR5OypAgqsLkGITW4XP+5Ts0Ya8lcdzyW1NZ1MPokcH3GqlQwVoMKSqo+cn1NzpKuLAclc0jK0sMsbUGyK2DcNAUFiGGbnE9JzeSEtZppCqTJE1JhQvws6TVjsc4twvCcAyEmiJEUAsF74hzkjxfwE/2ECplOOzrncFrjcxSwUNiKi0iT0mtJ7r9rHNGbYrUv+hhjhVXTupHGhI3MP9dIY8+mcTJPKH1/lMLNTkwIRXcNWrqDo1rZeOAga3SxLMhalXReJpcUX03LXKdmflBTpKiWw8u9+6HxCVAtGjO5d3phID9n15bXI+mlz0HrpyX+3/9z/dmfsHil9LkCj1yP78qJWakLO3p5li4FH38ejvqh8RsNUG5ubnDOMg4ju+0t0zTx5ru3i1Gb7AhbDodz6VDbEUJgvz8QoqRQKAveeB7ZbDZorTkej6U80ZPCDMzoVjONEw/DkfE04NqG/n7Dhw+PTNMogr8r1qR+/nVesC5CKaVFIFgX3XmeRehWtCaSLpD32O12xTa/dNbNETNK3vz25obzMHD/8eOymOUE0zShlGG92sjuQAldK+WAkaZp2Wy2NG27lDs66+i6nvP5KFUfGfwcGMYJpaW8z7puaXQ2+EjynnA+4owhlh3karXCmkbyj2hSlEZ8q9WWrm8wDrT2DONY3HhVCSo9fRdxdl/0O4b1Ziddb5WFbDidjmQQG+6cmCdPqy1iTKYJQZFS5HQacaYtjAsoIjHOoDLBz6TgScnTNTewlo6/sxfNiEajchSzvSTXKmdxxXXW0TQdzhgOhwHvZ1Ke5e/kOTemCE7TwiZI12NJ9ZkS2K93wpU+FVO/sTS33EiAKv2IchYzLmMcxgTm2Zf5YpfA17gGq6RSYhzmAmQUMYjQrYIEVSnyos0YhjNNIymTlGJhmhzr9aY45EpVUoyhMB2XVurWGtpi9td3fTExzItQs35ODdQ5SfCuu8w4xyVAy3WowbjY5JeeOErFJZ0lKSUpI0alpbJC0iSf0sk1fVHFvVSJARkIgAGVyo75+xbcOaurDe5FN5Kzld9dBKAapQIl0w9JKqxYjqdcb3X5uh7rtct1jJf+Qss5XAW7692yXEOz7MjLEQMCPD7VBdVAWCWcNYX0uc25XY5pCbBa3lfDUlKbYyJQPFgopcUpL+mGlJOkS3RC6VQVQGREWB9DIHoxf8sxUygX0Y35yDxIqX7XO4gJH2dJA5HRVl8Z4V2ukbEK52QOGKWwNkO2GO3Agm4ypvRXclZS601rRcBfqsC0iRgr52OzCImVgVrmnpWkChOgc5Zm1qqkhrgwk4UIXIKxmGRSvJgu96nSJwoBNz8IMj75lrr+jaJlK3o2/QO/yxWYqOBDsbBjKl/9rCC/a8bmUy3LhRm6/nm6AigL8Mp88nkkUEl0Lib8lWFQDGRF163Y7W45nU6kCI+Pe07nE+M4oFTkcDzg58jd3XOkb8+R4+ksYthyQ4ZhoG1lRy1NrzLOtZzGgXkeMMphjeziz6eD5MyN43icyYjAsb+5EbHpOKKUou97EfkVS/3aeRlgs9lgreX29rb0kBEr8OPxuCzuOWcpSS7BKqbAPE/opNGDYbXZ8sUXr/Eh8ou3b/nw/h6rLbe7G3n9HIlZM00zcfbEIF2DY5Tj7bpeKhMKBZyS7JyariOjF/p66VGUhHJNGOZJAjJResAkHTmPnjko9vsDm51nGmawiTmJH0K/WtO0FmUywxBxrqFrO+Yp8u0v3uF9YL3qaNqelKQEvDENq1WPcw3DeWIYz2hr2G07jO5IaGn9Dqy6HSlqgg9CxyvNetWjdSaEEWMyfdtw0uCnieNhT2tatLKse9ENgca2DSGPDOeziA+VlrL1lPB9oG0c1jQ0Tcn3x1Dua6T63lwvNGIwFokpLimWCkQlyBcRW4ql7Dwvgunb3Za+79HakWImBKmAUQRMrTiJoi8w1pKjuN+GIuY1RtyQUwG3OV96tlRL9GE44Zy4yl6nj5rGolQuzrk1gIkXimhBTHldw2q1ou/XdF0nc6UAsmo/74rA9ZrOvg64qTR10/qSIkpRWgc0jUHJCofQx5559ksKSprMqaWarL63MQJwTLHNr23qtS42aVZhLIVNuuTPhUX5vhBRL9+rgl/RpAhrcQUGlgWfRS6pauQGJAqkhWZXWS96oLpGLDl/rS8s2We7ZK2l3LmOT3e7Apqur/XVK68AEtRKmpwv4OV6Dmtjih2+GM4lWNJZMcl9SaWPUi4l6dkg4MSAlEYXIKbFeTWlWNo3CLDJqVbmaOIsvYBICaMhq8gcPSF6lAFnLh465epiMrgGpJFixhotDQ8xaNVI1XcjqRpjVfGGMRinS/NSYSGts/hZnIFNLg0KJcwUUPJJBKKIZZZ7LEZk9fpf5rs2oke6vnZkpGR9uSdqAZuf3q/rKp4yfRSLd4um9L75oVwR4ssEVyLafJk/yzN5wdHFKDKXEunLZmIBrBWALLorLuB/0aDkBXTJPFXL55v4V6SKh5yZp4n1akv0mQ/v7iFJk7ScpIIhRdE0fHj/no8fH3j+/Dlt1wvKNpq+7VHacDqPDMOZ1WrFdrslRphncaRdr9fsti3gOR0fMEZxOp9oT3u6fodzHYfjeVkUr3d6TdMsoKXqSOpka9uWpmlKWarQbafTieNRUkoSMFkockqZbpoSx/MZdziy3u1YrTe8evWK4TxBhL5bEbyAAkViGidyjDgrIl69WpfURxmFhpOOvIbNeovRUmqps5ImbXHGGUucI/M0E+YZraFrWvqtwp8HlNIM55k//d9/CrT85Ld+h3XX4ycxGPM+MIwDxrW0bU/bQtf1PD7uOez35Jz54ouXrFZSybI/POCcoe87hvFILIvPPA94v2a9vsU1PVpbYk4423Gze8kwnEkpSNdVZ5knQ9Kapm1pnMJqOB1O+HHi3dvvWPUbtttbmqZl8gFtLXPMkAdiyOjSNDDKdoTGtTSuIaPkvhbfE12cTq21WCeW6DlRSrxVEWILk9E4x24j4MN7z3A+U1MMApbboqeIBWwk5knoa3F5DcUorVQ4FAGh957JCwjt2k6qoJCmi66UJqck2g4pIZR+MqF4E9SqmqodqdR0/V4IAWtsMUvVBeh2pcJsTdt0y3HXJoviINsXdkaRyoJZ89rlYf6EBm6alhgkiEjfKNEphODxwZcSb6lAq9ovFjv7khYpoGqYB4xRZf4AGelqbZW0OLCgTXXGRMy29KfBPWfRJ0jPkpJPz1dshlYXvQJZ3OPhkm1fWI4aDUD6zgiQFK+ai0C5XvO/CKBciyQr1S6BpWgiamqJ5QsqOKnl1bKbFuZDyt0Rf46EpIZyFmBQ2DJT2ARTLmSq5mspi2laKNfJKaRLckKZYlJXUpHBKYwBYyBq8RXKxQOlCt5l/cqczxltM/mqQWDOWbyJ9CXVoZX0WNJaquhUsuQsLQK0cmAguwJmFVKlYxTGKmL2aCWp+EZZjJN+V6roKJJKhBzQORafk+KCXO5BnVSZAjhBTN3Kfb8GF6mmRa7mRf4MlHx+jz+dh8s/PwGk10z9J0NVTq/8d/VZMveujqV8VV9f/9YV3OvLeUhVWzkfdXV89XDLfaopoVyAeM5ZdDe/5PiNBijPnj3nfPr/kffnsLat2V03/Hu62ay1dnfuvdW5bIMEGIQEAYGxgASBLAIkZEcWInhBIsIBhoQAGUeWIEAgGQKEgMSyICBARECChHDiDCGQIbAp171172n23qubcz7dF4zxzLX2qXPL5ffDH1+JVTp199ln79XM5hnj+Y9/cyKEnv3+wOPjs5BMlzN3dztSijo7l2j281lGPx99fJmVpyQmXdvtluPxyPl8ZrsVj5HD6QxFAtOGznB70/Hw8MDp8Mzh8EzoBm5uP8YNA2/ePmFJa9PROBMff/wxu91u5X00tKSpJd69e8fxeFRSYb/OwFuhWJQzInwWx7YPLHEm5sL8/Ex9/Zrbu3u++SO/l6988hXJTzlNvHvzTqSrvfhnOPXVuLu7ow/di3Re09jizjH0o2QQWcM8LSzTxPk8Y8i4G09x4iMROtlhj32HWfZEM8mOphaen574/PPvsLt7YNjuMNYSQk9IkUwSM7zNqLtwGfEEF+g6GZ9styPH4zPLEiklcZ4m5vlA3w8M44ZlLuz3z/Tdlu3uHmMDZRbb5nHcMg47plmIrSKlnoGGKAhhuveBt6+fePf2kfNxohZLN4zEXHBFrOdD6LVRPSkZ1CiUKfkmbFt+irgU9708d9d55T0JjyF4IehKvILTAiQoSuMeNcOyVtDl37zKvmfEVlsW8mkSqXYInTiaaqZPSmJKNk0zy5IIXS/GhTnz9PyszbLXcVQzDpNHW+haQWzNyfl8Xn14WhPTDd2qPttsxlWZtt3s8D7ognkh1znnZa9ZpDDJSOC7A9FaUV6vfcCqgqPWC+kwxSTGg4oIGQe2CM9CNgny3owiP/2iTWTRgEMDwVmCM3iPFl0pgIJEqbomtzyeyzHSr7QJKLQMnZYH5TAU40TKXEXZcTm+DaVoBOWiBSevCpz2WNGLD/AZ3v/39lgbPGuv3vVVIdMCZVeE5SVvoJGrV7tyYfRSs1j0p5opWWF+VxUpMKg1sVjrFwNWEKWsTWUxVhx7ndw/wVv6YKnBCQdFmyxnPN54DFbRGEmcdwFcECSDhpzoyLBUGXMYa3FePlMXHIaAwWE0JLIYdO2SeUMly+jXiP9RG/VZK1472TslBRdijhjjMFUiPFzVwEmqNHPraPAyImnIQ3u0TeuLcQpyDbz8HbkrbeOm1AsqIc3OSxXclzYm7ZqwYJyqf16MAtFk4u9+2PburKiSWhNWamvizYoMtdydtRU3lyayNc4GaU51nvg93+/7j//tDcrf+Tt/h1/4hV948b0f+7Ef47/9t/8GiNT3b/yNv8Gv/MqvMM8zP/mTP8k/+kf/iK9+9au/49cyxjDPM8/PB4wR46fNZsuyiFnTNM3s93u2W1lErfGSubM/YJXtf3p8omBWA7N5nnDWcXf/kfqTFA4HcXC01tP1A8Y6ZYxn6bq7Ee+dkM/0wpQR08Q3vvENPvroIzCw3+9BF4JSxMNh/7xniZFOCYUNEk85E6OYiDXjNmsl0O88n/GaDPt8OJJywTrPRx99AsVw2B/ZP+8lmdZW5mWh065VuAIDy7ysN3lry711uMGBEUVNjJmnpyeWmNiMPS50OCvEV29EtutMJedZRw0zzjo++fhjPn71gCkZUwQt2IwjxVZYLKEfqMXRe0EW+m6AIi6aVPChY9zu2N3cEdPMeZoZekEtdtstByYO+zPzPJFTxAfZsc/zgjWefugJxZPLxDKdmOYzwcGMwZRMHwK73R05Go4HcRx+fHrEHo6SEzQMhH4khJ4lJqwV8rT3snBKLo4kAMsiXzVVVwjNzUq9ETqDb4Q2iw8dVhvP0+m0FvO4JEB8X0RR0QtnalmIUUYOQz+uCqaUMkucMWcpJBKsJkZa++ORHDN3dx1dr683nYnLzDD2OjOWpGPnnFiqq3FbW/CslbFWi2A4Ho9C4rRO+FJOlo7WZEljLrL9vI6TpAmS55Sv5dpvY51LhofkFCH+HNYjZnMRTJb1zzSSpmTgxJzEHbbKKMPoLvYadfCdpxhPt3hCtJBbFo4oVTrv6dQC3upxkNcQ3oQgC249l7a0kY2gBOIZY2Rt1lGTMUZUTvXyp5F+pUCIo60UGm0A6mV81hqH1iy+IMR+YP27hL1pSrK1L8yxqBow18Y5CF/CrL9/aVKum5OG9NSKKqgqJTVeiZEoB4Nyd5q81mGNx1nJA8pKhvXBYoMSgg0iVdWRWjtvjapw2aXL92KOFCBr0k3QiARKJZcoDZ+OOwqGamUtd0bVIqrCuowIoSARDLmKINxaK68zg3dF1yJt9nT8lMlrCGOtRREyGdWZmmX2syJUrcRfRnoOt55nPTnrWNdUba4RUE7aOz0PpmqXoedz7VXq5R4qV3yhq0fV6yJXRUPea0jclyAZcY0CkNcTboqgZNfX4vp87Vi066yhRO2GtXblZ75Aj76Px+8KgvKH//Af5t//+39/eRF/eZm//tf/Ov/23/5b/tW/+lfc3d3x1/7aX+Onfuqn+E//6T/9jl/n7dvXvHt8xxefvyXGzNe//g3u7u6ptTCOAznPHPZnxmHLdnPLq4eBp6cD93cP7A97xn4gzgtQCcGy6ft1x+eQyPphGBh6R84zw6bncDwT+js+/sotfTcwLwlskmwLb+g3EqDne8+3futbfPuzb7O93WK85Rvf/Drf/vRT8ZSIM3NcMN7g8cLTqA4PhGHQiwqqtZzOs5itdQP7/TuKkR2e0eKwzDPn4xEeXnE+z3z+nU8JXc/tRpKcN2YkLiI3ffv2LV/56lcJvYyWDKz/7UIQS3rnGbYb5vnMFBdiEbfaXAvOGobQsxt7vDXkuDBNnrlAQGTJY4CPbgfG0VLTiZv7r9BtepbHylIBAjVl9uc9zjmWpSUQS7Oxu9tye//AvCw8Pz9iKAQHwXpMdQQbqOXIZ9/5Frkk7l99BDgqiTdvP6cfejajBSZSmshLJJbM2PcMocOaHhcGhq1j+5DJ+71IR5WoaBAFQecDVRNsU4oYJB12iQvTJFHwOUdSTOQSCd4IamU9yzxTC/RB8l6MRguUYshLYT4vpFlCKWsVe/Vx3OJ8h8xPAtZ0uusUl91h2Ojc2OD8mVgyx2kPVuD3+bxwnI88H5/JS2QYAiXv2HSB3nXEmAkFfN/TWYcplbRE5XlalQbKDjXnxH5/5OnpmefnA/O80AzMDKYpdqlZ/lDsBf52EKyjHzo6B9UIOlRgRQ6N9fjQiwtsrWtOTEa4SSVVcJZUMlPOWKvS1KqZKkns3q0NOJspZGwt2Co+Fc46fHB03jJUS3RQloUKWNvhrSFYQwiWEKySSpvRXca4rBB/FDmocbjYxj9gnAHbgu6kE6lO8BQjBAxdq69zhtrwXnhfTsmVVRd4YyQnyTh5PyE0AznhTFx24DpV0OeyuvuuWjxNrWRFP6QpaG1VpcgOSZpU3Rm7RkxGjoHRoi0Eyqz+c5qpkpUYWpRXYZq9fiXmLG1bbtyaQvaF7MFS1iZdGk6kqLsCthKGTjZdwVJtJZksDUQwxBpxFRnVWFF22dWaHlJNFCy5Ci+w68Q9uhZBySWqIWOdbCCrLVSXJL2Zgq1B7kF6GVEkyxKjEDurgSzH1lkpmJZGDpWAzmqFVGuNxxltonPmAjPoPYKes4agcTFyQ5EgGp+kCqInuT51vedMFRXPdSCw9GuJksqKYNiGZOjP2PZGrh5GeSKtEZFxoTZ62pC0pt/Yi2x+HRm250EbQFCvIaO4ojZkLfhSV2n3O2hRflcaFO89X/va177r+09PT/zTf/pP+eVf/mX+9J/+0wD8s3/2z/hDf+gP8au/+qv88T/+xz/4fM0XpD3auGSaJ7WOFwj+888/54d/+Iex1okktYp3SSmG4D0hDIxj5tWrVwzDwOFwYJrkOeI0c/NKDLKWZaFkSW5NeebmZsfpNHM4nCl4wrCVXWeBzz5/A7zl8fGJzWbDvMzc3t2xNbDZbplT5PlwEDfZzYZhs5GFuhRMFq+NSRGfru/BWqxz+K7Dd70QNJcFYx1TXNjc3jDPZ4XsIATPOG74yiefMPQ9x8OJeVnWnamQcR2n04kck4b2iXvu9fzSVCGESZJncws0SsxMLK6y3+/xFhbnKGnmZjOy7XvqMHL0kimTU+bdm+/QDx0ff/Vr+LGjlAVjgpitJTic98zHicPhed3FRZ05p3yzKnjGzZbQ9dKdLzPz+chpfyKWTFxmnp6f2WxGoJCrpetHlYhHxM2zUHWuX2vFm45xvME6xzQtHOcILjDsbrAW4jRxPJ0pk6EfdwQ/4KvBuoXBeUHRXKHZhqPqi6wEvhjlXDkvpnsxRtzgsEHGRcY4FiVNn0/iDtwX8QqZpkW4PkUWiZwgFUPne6gXqal1VmzAe8/5IP47EufQ45InlUwqUcztgmMYOnbbAYMouLzrGDajWGdZp0jjWcd8F+O3GKN+hiZJVURoVZtk5iXiz2dpuKeFLiw6a1ZL/CKW4SVXGZmYS5EVNYDHVrEYN40cYJTTYAwVu94rrhV2GjfCqI+DGqBlcZ5Fow2sd3S9wxjP6C0lOFgcSXeTDml4QxCCrDFgJIVu/VNyWv1FMFLIrKIv3hltUnQ0ZNClHdnRGyHtlgKuCGLacllMQfw8bAung1IsNhXxF9EGIQSvTYpf1X6CSF14BLYVA4uOjzSpuDa+gu7UtXC2xF9MG/Bd7MlpcH41SnaVElnI5Da+kKeQcY5za7hfyomYRWFYyVRryBhShDir7b6qt1KKYoNuC8ZXbKh4q5+1s5eCbNVjpALaEIIo0qyRYMGkPKqMJRsZE5VVPdQUV1k4ZHGm2gouS2NkpNhmCrXI+aJ6SIJSSvhfI9oaLNJUOiPXc6otfbiSjTQrMjZ5GYYn14SSWM3l73AxrrtGyq6J83KtlxV2sCDH54qv0hphvctY1TZG7PHSl4xySi6X99Ya2YbK1UseT2suGqr2/sOUiwH/ZQjaGh7WRlm+rCua9/08flcalF//9V/nG9/4BsMw8BM/8RP84i/+Ij/yIz/Cr/3arxFj5M/8mT+z/uwf/IN/kB/5kR/hP//n//ylDcov/uIvftfYCBRdtUYVMAPzvKwW4U9PT1gHXSeGTc4XYqo8Pz+vIxPvvRJiM4+Pj2tmDoCxrN4WNzcbkTXWzGazoTk11mJ4fj7w9PjEPEe2W8swbHh4eMUXX3zBZrPja1/7Ore3dyvZsbmKSu5MQF7OrqodEPKs7DacBs/Jwn48njDnvAYONgfau7sHfuRHf5S4RL744o26ip549eoV9/e33NyIZ8pJXVXP57MoJsyF1NsCDWsVV1J3dixxBiNZPvf3N5wPe+aSOFNZJg85441lKYW5FrI1LDXz/HzC9Rs2d/fc18o0TTxPBw6nM9P5zOPbZ57fPXE+n2lkZRkVhDWraFnE0ffm5oYUxXl1nhemZcKrTbcxsjg2afV0nqh1YRw3iGNpcyqVufY4jvT9wPk88/j0xOF0JqaM846hHzClcjpNRN3lez0fu92WPgSsqUzTMzGeCSrxXSJrVkWtghBIUKV8jhSTopxeMz8gxsjpdAKEiF1r5fl5v0K1zob1GkjpQlRdlgVj7eoG29ReoXRrE9F3A7vdLa7CbrNjHDb0Xc/1umCMofOBcRjZjCMppxd+JI0Tc2261jxNio5XTLQUztQiROf5dmYcR1mUtEFZloVSxVzdOKMkYnsZw4As7LWuu92VFKyzd1ONDFRq1TRZge51PC/S/ZhJsUoV1nGtU05XFwwmb3EhYSPELLktplrGEDQhuI2cDCbLHxLUhOye20jMOLwLBO+UUyQcAukpyro/NUr8tIpI1GIwGR3nqPImCZ9DlBDiYmq8o6bGyxGfGtcCKt1FRm1sa1BQ2sNlZ1utdhFrTo0WUbX3r1RJdtZRAkXs3W2xggCp62i5aiS1L9JmShtN5NxQxcsmRTlvxeRV6pJLIS5RmoUMFRlhlSajtlWkwV3LgwqiGLOARi60sa8LBhsCxUDMBucv5MuURTyAU16KEo+dVS8ZU8lVFJBYMF7s5q2Xhb4owbfURDUztgb9XsGbIIiWjqWwEvKIRXKYcgvjVMSqXo92LnWqfe/ShMj3PsQtuv77RWlV13u8jQFXrsd14//e11Jd9Lmu3lkF5RbpaNRaJbhKc6i9rKwb5RI+2Lgl18/34nmv3i/wXZ9PNjf/B1U8P/7jP84//+f/nB/7sR/j008/5Rd+4Rf4U3/qT/Ff/st/4bPPPhPp5P39i9/56le/ymefffalz/m3/tbf4ud+7ufWvz8/P/PDP/zD6q2xYRjOhNDr4icHRnJZJG/mcDjITtx4pmniiy++IITAw8MDH3/8McMwrKTWvu/Z7XbEnNpWgef9O56fn9jtNljbqYFWxzhsqcWxfz6pWqNfg/maTX3zhWgz/Gma1qbAWisKods79vuDFuzCdnvL8XikVjifZccthNmZ0NkVbg9BvEy+8slX6LtedrFdx3a74fn5mfP5TNf1vHr1SoILS+WoqNH5fGYzjtLoeA/Orym803RiiRNLmkkx8fDqjm9+85u8e/M5T+/ecnh+osyWPgRxgu0CfhiIpVBSYs6Z4zRJ5oI6K56ORx6fnjktCWMND69eca/mZM/PzxyPB7x3bDYjm+3IMPRstxtBXeaF/eHIrHwMjBApb25uqFSJLEjwxfM7DoczN7c3dOGWYTB03SA7wlJx1hOXyNPzE4f9kcP5zDTPhE4Wxmb5nrIojioTGDlHQx9wFmI6cTonGYn1ft0RhBDkfVyd2xijcn2kQRl6Q5N+NuSqNYVNvZFSxtm6qqwab0Fg44itsiNstvNd1+E1SFCupx0+OEwpazJ3qeotsSSRYOdM1w/kknFexgh5yS+IsNdsf6fqpLbQxCx8mVxl177EqAS6piq5KH5SEdRFUCQPSFPtrMfYsjaDtVaMs0CkqS+cdRg6dC8uTcC6wNv1dXJRt9nqlNRn16bb9JWcA8UGaupYciKmAsXS9810StGBWrEVTATjgVgh1XUH66l0HsmO8kaUUFll21w6wNaMVaRpqqU2hTQKXUA0lGKleamSLm1zwSS7WmVYZ8T+x2rjAUIy1Bm/MWbNTGFtP5qEXAtLVXdUhD9SkXA/jC5v+j1JBBYVnzN29fW4aE4kYUa1Mmrxj3A0sobQ5SroBTK6IldqKpQlYWwlk3QUopSNCtYbOuvohiBk8uC0eItiKmselUjBvbxPW6kEtaRxVNNGd5KpJYVU1GlUKDmSllmyskzFFFHm2WqxDnKSBpmSZZwqMJ4gVQ5FLf1qS9/U2DJFK4JaNo+hKg1nayKuDrQiKHVFp0ESqtujNe7X6Mg18nBpUF7yk66bgrYOtL+v4x5eNhTy73KGjTHYa1SjqGJK17aiY5qVaH1dnCtNf3/1Hl82Ku9/hut8tN/u8b+9Qflzf+7PrV//kT/yR/jxH/9xfvRHf5R/+S//JeM4/r96zr7vX8pi9WGtY7e7YZkTx+NZ/SIsm40UOOcMKRXmeWGeExjZqbfd4Zs3b1YTtI8++ojvfOc7q3/DeTpTSiKVxOPTgePxSAhfo0Hd3onipOuykmQTtzd3jMMoWToqUfuN3/iNFZ69vb3FWsnHEYdNKTIhSIJxVEvyEGQ3cTpNK+EQdJ6qxmF3d3c8PLyi73umaeY3f/M3qVXcYb/xja/TdUImO51O64hsmqd14W6y57Y77oLKRUfJoTkcDpzOB5Yc2cwDKRe+/vUfIsXI0+MjxzgznGe6rieeZvbTmXmaWFIE75lL4vW7t7x6fubm1ceM44B5eianROc7bnd3qyGYFMZlVY2cT2e6LkA16s9SOJ0nnO8IxpCLyG7bDR3V8GkYxHBpmWce373j/n5kM24JoSMuonBhiUzqTtucUpdjpOs77m92bHdbliVzOi/MS8YHtZ1fPGMf1l1pzkkstBX5Cnr8nI5imprrdDypEkck621cs9lsaETIFrjXEJEYJUPneDrQGXTRKaR0SbhOiqyN48gwjjJWsFa5AlnGFFx2vyklzidR5JQn6IeBbhxEaj9uSDmvDXRD5q6Jvi8Tci3WFDCZlNWzR3dhEk0v/jnWGmKS8ElTDC2B2VqLC6LYaGGVa8IthVoiXedwzqsHiqINWcP+tEGxRsPuqqQQOzzWXgIHa80ylqPiSsGbAl4UIWAJ/qUvRKMM2q6SkzQqNrVRh6Fzjt5ZkSbrSCXlRlRsCFQV+NUXrHGa5YNwNlYNpsUEu6IrjUCZc8GnKoW+KZxcliZClSLXJaIiTUgxF3SkjZcuLYsGwrm6SotLk+w2BUZphcThi8UETxcEdUsxYqrFCdKPhHQqCVU9SoQc26wVBFEoRRoJSQCWUVhB1jF3VTS9s9jO4XuL76w6GBv9HCjvSEc6VhALQ6VaCTH0FrLxUIsq4MKKAVQS1EJKE8vS0MwCsUAE6wXJFnTOY2qWZthIEKlIlFsjUGXUVaOsARmWKGGrc1qIbcRYy5qdY67OBXr8MFZVR0IsruXSjLR72BiNXWgNyoqUgYnpKrDvMsppXBJjDa5Kc+ysXtFfopzJ2ihI3pG9vA972WygTXtTgL0/nlmRmBffa2+Wi0dKvTQoMf3/UVjg/f09f+AP/AH+x//4H/zZP/tnWZaFx8fHFyjKd77znQ9yVn67h6Th3rLZ7PjW//qWLNZDx/39HdN0Vl+BhLXCZ0iqutlut1href36Nc/Pz2vRbj4ly7IQ+sCyTEzLpAiGeERstxus9YzDlhgTz8/P6jkx6oLaczqeOJ8nkfu+fdTf2/Jw/4oURW1CFcXGPEtAoHNOg/7EW6Mpfdr8uS1YYpc/4GxgHDZimX46czyeVolqK3wpLbx585q7u9vVV+P9zrv5rfShE9fanDXUThJvl3Nkf9jz6Wef8cmrB3KphK5nyYXjNFPZc5ieWeJMnpc1hG9JiS/evGH81m8x3tyBF4XH0IsxWowLKcmIZhx7jLllWRZtMh1UkdPOc6QW8SYZ+kApiWk6syyzcGPmWZRXLrDbbtgMhrdv3/Hu3TuWeOTjVxXv/FpkfAhSkEslDD0Yy+F4XEcxzaQoJR17VBnJzJOh7jay+2sqLDXfS/lSeGVMIUW06zrmaV69T8Teva7KF2lGkqiRNDjSey8jrRiZpjN+6Gly1lpbAbL0w0g5TzTias5FrN5pLrtC6HXOE3xP7QxpyEzzzDydsc6yud2y2e2Y5pmUZTTV0LqWNHzt6XONqrRdU66VWKRRaddd8E0JUilFEaKUwUijFELAGS9ZTiHinITcWOO16ZDivZq0mUyOlQwYE2FdjFV+a4W46k3zIEK5QQlTEyDdhrEJb8Hp4u50Gy/H9TKHt1kaDxMNLtsVPxiCJ1gZU1kdfbhiVVVVQI+BMVbGDbZiisVWGQfrHhoZUjnZsFctYgVcdtQsxyrnxjVR4qPa9GNljFB1RGBkNkYzfgNWfxBTspBaa1m5CajCRIqajoZWw61CNnL+uo00TeW4rGTRpkpyOsIyYm4CtrJkGammFIk1iSGbq3hjKMaufBIRjgh/yFYDOuo2vmI0KVqaYzXOqwZSG5/JmItqqEYI7N5AtR5bhDwrEvFKLVmOU82CoMSJHGUUU8gUq2oiJ2igt+KNk03BGAkFtdat6FIsaXVdNSWSk3oOzSI+iCvXLcmtYS+W8MB6jVkj6No6quSipLlem+f40j24PU+zKGjrzTXici1Jb2u9w1x4VO89XoyB3nue69e9vv/fVwIBamJ3uYfW+qyb+da9tOdpxnHfz+N3vUE5HA78z//5P/lLf+kv8cf+2B8jhMB/+A//gZ/+6Z8G4L//9//Ob/7mb/ITP/ETv+Pnjkl2zpK8u2EcR7bbER8cb996crYkKym9DdFou8EmUZZRSl1HMe1P33eczkdOp5N4PGxf8fHHH1FK5fnphHeJ/f7E27dvqdWSU+F4PPH8/MyyLByPR56fn9cLyXu/Wt/LbtpJKmjOLEtUfkRPToVn9ayAuhauS7AckkRsLcejeLbsdrsXDVb7fPLcC/v9nru7O6azoExtR+/V9bOhNM45hr4X4mXfc3N7i/HSrDw/PzOdT5ha8IpITPMskKtzGB8EOs2ZWiVSe17E5+X169ds7l7hvcOnspKwWoEXqbaoipqlf9slp5QoOeNdEIO9Io6sWLMa/sRlxvaOVQKaE4fDgf0+UlLh4f6BcRjXnYlVMyhjNY6gir5hWRZE3trMsi6GXbUKjG29FJRUCsfTRM6yY2rH2lpL1huwhe61Y5xTwrlubTqlIWhNgVv9cdaFodQ1PwbdE9YqRkdd1yMOwIXzeVafnzMuWIYxYP0FTXDOM45ufU/OO4bNyO3NLZubHd00kXQu3F6/nZNGzgUdKag0ONVMrUIUXmLkPM8scWFLc+SVNOUGIzcH2oYQhb7QOcc4bsipMs0zwrsQN9+2mIHHuyCW6qVB3JcRQ1E4WjKCnI6jZMcrrxmpJoHNWLKQLZ3wEiDrrrfZ9gtPKMaKyTJiyeViqu5tJXgxeDOymafERC0LuITROY5V6/xqlPRawXhpJK/RA5NVCksVaWuWcYmJBZI0HlXHObUpb66LhJ6P6pSXUts2XXbGRjqo1TSsNRXeBym+VfggOWVBIZeEdZ7qHLlOUlA7kVfXrIVOmyQc+CCcjJIMrhhcRsnFUYqQAVMspsq9aUwb4xVqluuoYEVNU5M0c0VI4M7LiK9Ug6NoXEOl4lRRIuo6rJ73mjFOzksjbJYUhe9QEw5YsoQdLlkQP5zFOknnlhNu5ToRgxTlNFmiydiyUEwmGy8jraWwxLQ6GseUJd28RG1C7Go/L/fNtfeMNPDiBOuvQIl2fRulK9j1v21NEL+ci5z+/Wbifd8cg/C4rxuH9nj/e+05vizb5/0GZd2wOCvH7r2X+BCfRtbR/4Mjnr/5N/8mf/7P/3l+9Ed/lG9/+9v8/M//PM45fuZnfoa7uzv+yl/5K/zcz/0cr1694vb2lp/92Z/lJ37iJ76UIPu9HnGOvH37jlKTxqyLEY9zlmEcWGZZIGMUi/cGobViMk0TAJvNZh37OCd+KiF060m2VmBw5xzTdMJY1OxK4O2kCbpUITLWq11yI0zWKrb1zjn2+/3aWZZSVr5Kc+K01vL09ESMeW0emtusc0F2xlYCDQ+HE8ZcTOeavfjt7e1Kcmx8lDbWORwOpBi5vVEb9atOub3fLgTGcWDcjkRNM37e70XFYFqtcLiuxzgEVvQBkzJ5SVS1X08pcTqdGG/u2W63YGdqNZxPE8/Pj6SUV0VRSonz+bw2iyF0jOOGoe94fPcaauI0L4JYDQN+t2M+yzmsta4LqPeWLnRMszR0LbCxFslJOs8T8zSLMsEKkuV8M2wyappnyVUKdc6ZkqIiW3ItxWUmZ+E5GXsJxQvBr41E2zU16Lu+KITNdTYwDEaddXsl1l4MzIw1QuBrCIaRUURrWkouzHFhnmfJgPKGWjfsxg3WuDW11lppgLquA2vWkMpxHLEq5wUkLkLRuja2GgYJXYxRx2SAzWCMoxqIJbHovyX9nCjMj86tSykYDVIUEzhRWcioS5sO77Xx0rA8tcMSo7dCzVkXa3WfAkWJhMAajCd0YnDngxQfYzPWFDF8A3BatHUMUIySb63F2CwKb1+FTOkMTj0oDJbOWryDEHQ/b2U+b3Oh1CwNiq5Bxmox1bWqjaQExKg447BFGiUFm8ilkmPB+EyNGVJayZeVqwJRGwdFGh/3opDo+Ke0hOUivBrduTvvGEdp+oQIaogRzDmxmIKzBesjmSLHtrOY4iCJUmXNXHHCH8GK+V6wls54EpYUEVTRVeGgWSO+J9rU1CypxCUlcpaNlx97cfq1RnhRhHUcUozRa0gKeEG+l3XcVI0Qdtf8m5p1rNaUWAmoekyEG9N4FTmDw4n6yGiwokPQNaPS8FLJRsZczog8v6RKjpUUpblLMZNrIldpcJwBnKJOCApDbUVbCzuSstz4HR/KX3rfQVhO/9X5NtDUQW0MZq+ahdWPR69Bo8gbcImAqMKlac3JxfzvJSG3lLp+DvT6A0TN5S9I0NqUGC5jJn2UWpg17uP7efxvb1C+9a1v8TM/8zO8efOGTz75hD/5J/8kv/qrv8onn3wCwN//+38fay0//dM//cKo7f/NQ3a6Geeb4VDl6ekd1jpub285Hs4YMzGOG6Z54nQW5cR2K3Li1kS0Ank6nRiGgZubG9kZFNiMO5Xr3qg6BLzvWZZE1w28ffPM4+MTN7db7h/uefXqY0op6iGxJylisCyJ83lWG3C5ILu+J6ZFLxApXo2we9JU23aBNvLiOPakWLA2EHzP4XDgfJ4UchZei/gAtF2kPPc0TdRSefv2LZ999hm73Y6vfvWrbDYb4hLX3fHxeMQgzVSpBZOEaOrdmZwLMWfmUqAUOu9xrsN6JA+nhzJHlnrGFLuqorzz9MOAHweO54nzfObp+Yk3b1/L8SiRnCtxiSuidDyeASF92o1nd3PLfv8olvahZ7PZ0HUeSiOMyee0WG62WyqZZRn56KOPuLu7J/hOLBesJZeKtRPneQIDwzgwDL1YWVuP8x1dXzmdlxW5WuaJZa54r94nSXaIgjR4ckkrOuP85ZyVfCIl5VfownPdqDTS7DBsRLljLKfjZeQTvENMFCQTx+p5ytrcyvhp4XQWuXxS99rBD5hOHFhTEh+RnIsu/hei3sURdqNmd4LopJRWRVsbUbUGZakFj5OFSXPvU5YmJcaFZZEdc1aZbs1CdsRYrC1rA0KF4HvGwQBOm6ign0uiFKzVsaT11BzwTuXWirb0/YBzBVsMHofvA6FzeFW/WGcoDkIBrKGa5uiRccpjaAUfZIdt1WfC6ijLqHIjOCGQWqsNQlUVShUX0tUNtu1ErVEzv1ZkgCKNjPMyNrFWRibGCEczRclbMrEQl4wp4rFRcllJi4L4yBrovddxglm5KQbhaZmcV3WPtRbvLN5Vhq1mI5VCimAXHT/49j41KdqqAiQXiqlYK74j2IpxjurNamPfB092nmIDeV4oizQMvjOEXvJurJWimFqOT67kmom50itaYozDWo8xjlCNBP1dbc1L0WNgZczlBORQ7xgpmm2jUkvR6w8ogiBRLXiDLRobksWXqIgJDpYF7zpB7XzB+kSyigBVcZj2xmGrU/5IMwZsa7iMHJ2zmqSszULOayPRHgYjCFzj7FwhFLZaTHk53mm/BR8eu3xQAdQk6bw3djIil2/jQIoa7jkndOjW8Jj2tcZ91Mu4zVjlFzm7upG/T/B9H32VTfD/wQblV37lV77nvw/DwC/90i/xS7/0S/9fv9bpPLHbStrvPJ9ZFtnd3d7ecHd3R06vOZ3Oanbk1gW4oQmtUDS1Td/3jKMksi4pstnsCN2AMZWb3a0YSJWjSOGAlGCzHfDe8dFHghBM07QSJ9u8vZFSP/30U25ublblhvOGrhN/kBYtX3Wsc3NzgzHip9Ekxfv9kXnSxF0rZMnj4cw8z2x3G/p+IARP30vS76TJuN6HNbTw8fGRw+HAw8PD2m3nNgwHoNKFgLOON09PvHt6ZBgGkWZaR1oiKUYJW3OeUiq+OoK1eGNJTnYb1VqcsZrvIYqWU4y8fv2aaVlYphlhkOsoxDi2253yYoQPsdvJ3/f7PZKx4dlutiojvGS3lFKxJmNcEF+YYcA6QywbXj18JGnEpTJuNux2N2y2OyqG+vyk2RmWeVoYOm2qxhFM5nBUX5RSRE7q2nw2kJUY6r00XzlHSlnA8AIhiYt+n8sM9pq/0hqURmQ+n88Aqs4RZZCoX0QJlEuVJGNrKb5qkyO8DGs95ML5PHE8ntgMG0A8Zhonw2pjVKnMy4Q5yareSLANWSylrBk7wDq2nOZZMpuCqrdcwBgracmqZog5K1oSifNMTAvFlNWg6Xqevo6UQod1QW0Cio6cmv2718J18YNpDd44jmK/XrJMHkKg65w2KQYbrHjZ14AxiWIruSCjA+uUFXIZ4ZVSJb1WBwUtJE3k37YZnQpSQpVkZ2cBhzFiyFaRnBfj7Dpqa5uFomoP6yQd27mKd0rr1KmFiVVweVulydD3Jm6z7VYt2vBlqhXkT7mIci0gpNiaRVHj9DB4V7A+44N6dlhBkVKuFCseNrKTVq6JseSYpPKnKm68tlBcIduMdQbrJaiv91aalOAxcxDOiXr2+CDKoVwubr7WWjleBWISdZ6ziegiBktJla4ThVPR8Uw7DsUhvidV0BxToDo9P+pjI+ocKeDOWLpgqd6Qi0iTYykyplNJcY4JCmSbSS5jQ8F4v553SyU4T7UebyD4Duu9EMAzxKKGge/xQIxpbsKXM6QXHWjA52Ute8kX+W6lziWP57vs86/+XDcvjbRaQdFyNXpbdD2zRg2Otdm6Gk29IOnWlwiKdRJh0Hh71yqk95uVdo/VWkXd+X0+fqCzeFo7KjB04Fvf+pYYomlBF9vtwrKIfK55fRwOB5qtfFP+tF3iPM8a6lYBUSNIfkmhMrPfH+Slq+F4PDHPZz7+6BO++tWv4Fzg008/5enpaUU8Gp/CWst+v1/f20nD4WR3dblA43J5f6XklQNzf3+Pc4H984kQBCGZZ1G+iMX/yMPDA7vdhtvbHcfjkd/4jd9gnpfL2Ep9Xx4fH+nVUn+VuNZMC7qbprPsqIwsDg26jykzx0jNSfJ8Qof14gsRkEXCYelcwHVGiX5SjI/HA+2y7LuOHCPNw2az2YLCtcOwubJcl+bxcDgyDJ3uwLygYaeZoQ8izS4VRui7YbUwH8eRUDu8D0yKLgQcd3d3bI14uyxZIPR5iRyPe5Ypc3NrCN1AuRpHyIgoSMEz6cJRQZrAJkcvZcE6+8JcSzg1yn9KiWQuKh2RlbPuJsUgsNB1gxC+VQlk1zk2zHMku4JxXprUYklJiPpdEERuiTPn88Q8L6RREK+qQXnOWbyTXXdKEt5ojGNe5nUEOM8zOWeGYVht7NuYJ3SBqIRxiVuQMU/O0pyULI1KzXn13FmycISCFu62q8o5Y1LCaWNinV+t8kXJkjAUUnB4W3Vc1bgnUpK70EHncEj6rA2Bbujp+0DfGwiRgph6yX2oY4mii6u6RAjyIUuKvaSR0KitplpFT5rc2iAmcconsKJIKeuxNhgvhovOSfSBJEpLGrM1MnYwRkwJDYZqEcRgVeVI0F4tleJZr5V1L6GGZAKnvEde1Eaq5OZnotkz1mJ8pGq6rvEFTyEUhNSLEjktiAKqiBFoNbSkYLnRK9UYio5vjC0Ebxm8x3YDXW9JNenITEYAFSBDTlYbTuG15FxgSfraCWcTFk91iZzOeu8UBLhVUXcumJyRCYJsdJwFby1W0RCWRIlF8oFqY/s0REDQMCEdA0as7EvN5Ay1JBlnFblmBX0SlCojDZ/1ls4GDB4SuCpE4IagrOifwLvrGVoRj1qpJUqDotzI6ybj/UIv90xRUc53oyVtpN8aFCH5VzU0VMl5hWaEl0tW/zs5MrUabBFvIqNj1zaeqjreuR5FCSqntgqYF+/3BTm4XY96/f4fRVD+f/kIPnB3d8fNzQ2n00EVLhK49/T0BMbQ952MVrx0ta3obDYbbm9v159vTrUpJY6HA7nAvGSshssdj0e6XkzgjscDwzDqgg+hc9zcStbPN7/5Q3jv+eyzz15INUMIq4lXU0eIKZGYP62EzVx59+4d+/0eowhErZXtdsvXvvp1Xr9+ZLe7mMvlnNlsBqZJ1Czb7XgxmzNGFUIyavn41Uc4Y4W8q03ZPIsaJq1jnuZfkdmMI598/DFTXHh8fibFSI4CgXfdQOh6kVv7AHEmpwi5EFzAGcNMojli9n2HM5Ypyo0zFpGcX99U0zwRVNZ7PJ7I+TPGUbg93ltCZ9dZ5/F4ZDrDfBYkzBrLzfaGWgrTPOuuoTJNZ2HazzOn7iSwKjIezKmIvDbKNWGDLACC4Eg7NQyCqm1HyWVa5gO1RkIQNON4PLI/PBOCpQti4NWC/9o5aOjdEiPWXsjM+/1e0Y226KD8l/FF8+yDpeRKjM3LQYu8sXQd9EOvRcqQq16/MQqSEo7UvhOvG4SY7IInNPKr8lqAtUGtetyenoz4qmi2kKAIDu+rjC702rzIkOMqRa7a8C8qw/RGroE26iiNmO3V+VWh8PZcMSZSWkTN460YfOrzxyVeEr7Re8kKN0o8K1D+iYpya1a3UbUft03hIM7JMho0ikgIdH1t6W2Ue1pqwdSiiIg4FUMimI7gA5jrXWwBZ3GhU8TVkPKCIZEATJJRjZAmVt6S85aiacHVgcliiibHVL6WRV+PYwVN23nxWHevtiriaFAyCqVG8afJTW5ccaEy+E6bBLuOSEpOYpAGWCPjEgMYrw2dQKniBmsMpvN0vSElLxubmlSOLM2BwVODFkUPJciaW0DJ64a4JEqeMGa5KGSrWbkXxihqlTVVuCrXRo+bB2leUsG0ZqVU8aS5avIsRkaHCA/FVkcmCQLTCnERonOiYqyjUPBWSLA+eDrfYfGiCkJIwCvf54pDUtQ2vspid0HBihV0M2WMF85YqZdsnZWHIh9cN0fturk64VWvT8yLRkJUM01FmOR3raBtvorKTwwkpfmyjafSmoxadeORpbls6HWVz5O1MZHzW9f30r685tU0NGvJ/5cgKMYWxs0ABl6/ec3pfObh4UFhpBn05j9PkmLcFoF20FohEVJsWAv2fr/Xxa8INOgtOS4sRdCDEhN2MNzd3mCxBOfxVsLGfuSHv8mtohTzPPPw6pWqNIScO0+T2GRbw9iP+M4TnOP+4SPu7u74/DvfYeg7Dgp73371hrEf+Oonn3D/cA+AdY7vfOc7PD6+BmNYYgdPhsPhmf3+mVIy9/f34hGzLAxDYH94YugCu92WH/3RH5ELRYm3KV7cShs3ppRC3/UrLBuMpfcdyS6CWKj51LJEhiDFakqZrMGEtVQlEU90vWUYAkuy1FTYPx/YbAZePbxaG4icM7ksPO/f4F3QRuGEd7Db7TAUOs3ZSMPMAcfpeCAuM07HVKlGXLEyVqERVBMlFwlzzJGn45OYlxkJ25sXIShbA32/YRg2cq5SgpLx1rAdOjZjh/gqWEo1hGIxyXE8RebpLHku2wFTRmpMVHULFoSsJQ4Xkru4pTbyds55dY/1TnJBsqocphgJ1VFqZYkLS04yFiois5UE1qJyXIl1qOPAYiAr6bjz4idSq6BguSA8G1nKJdMpBOrQM296pslxPM2cz0d88MBAkzeKplDUFqa0xV4WvyUuzGliLB1OkYpiUT4E5Jguo4qSiGkmpKBQeBBFSXOULYmUIxg0Tdbo99qfhSUuGOTaLFiyEeWMLRIwWKhQRcLcBL5iaiYqsGqdGKgZdRY1Tf9h1mbDVP3aFHIVZK/B+G2RtjqDt433hZKiDXjN0VknQ471/BrlURRFt2SO0EitglZYX2X3bw3gr6D+xjHI5NLWtNa4mBdIj6itBInJNhLTgVyc7JiNlwyZYMU8zwixU+zrVb6sQYTVlZVwuR4nZyiuFWJB6KyvmCQkFpsvpm+ybFRRBlqLxUvjUcT8T5AxQZhiXFakDJoi5Wp84HUcVsVfp5SEqaIKSsq9EKWzNqPGSMZPzuQKLVnc4cHKe7QlkrKl1LgeG2PEzt9U5LMo98KiHBNn1bxOSbDNRViPiTWNZK3nDR0fViH9Wh8UhZNrKFsdAdqmSHN6f+gGJJX1unzREKwXGJcGRTkjSZVaKUdBIY3eDUYVU047SI1B8M5jjJ7jitx3MakTuiLI6nPkXZCmXgryemW0Jj3nQuNHVbWmTfa7G+ove/xANyjOwzQfyY8Lz/u9yEWNwXrPze0NKWXmOHE4PnE+i3qkEWObOuN4PK5x8Y+PjzR311IKb968I8Uz5+Oe3c0GY2C33Qj7PEai8WyGDd52LFOURbmkdScdc4LsKRjmlOjVIjsui7D3dxs2Q8/peGT/9I7OO968/oJ5OuOMoQuer3/1K3zjGz/Eq4cHvv3Zt0npTLCBJZ6oJiq/oymBxAm2LVDDMNAPHaVmXr/+gmWe+OjhFd/4oa9zPB7F5rpU9ScRybHsZvI6P41PkWAdm37EYTFJHHdLyizzIvbyiPX+VMQUb/Aei6gnlnjCmIypmeACt7t7vvjOO+bpmfv7W4ZeODzn85GSi8zkvSgzlmUm5zO5BDo70IdA3wWWoKm5KXM+TwxDT0yReZnwwRHLsvJv5ll2K+O45TQfyblwc3sn7qtVdumNf+R8R99vZOExJ5FL5siyOHxQommdiWlimk/aZCykHDHFsDghvdFVvJI4SzVkCzXoLlql4sKlUKMxVau0BVpIwqLOOobKMEgqMSpeSSlCkYRUMbhbCKEXu/iUcVaunTZ3xlohtBq/ErQtDmc6KmKC5bqAMYUx9uziKC6vMWGtyEPFpdNJsUsZEyxO9ETCG0oLSxTfoDmP0vAEQ3GGYkRhJQhcpHSenBeqySzRYb0lGClGWTNgqoFqxeY+50TWr8UNRZqcHJPMxI3DuAGMSFY7WwQxVS8SbyzVSRBorgupCopnjGYGNahcRxkXCN6sCz61CJppREZPEQ8Lg6IuTs6fEc4wpgiE72zRgVHFkCQl2cjes1ZR8NSiTYxxV3B8Qezzq46Q3NV1YmjOw5JZlLSwy3P7K2KuIHn6nEWKRmGmZOUs6XrpbMBpsZEEvkJNkkUTl4Vqq1jDayVsyKcgX07GaOaqIDuDrRDUCmBtPihi269F2WqjkHMgpUJckm5Ykjgg5yzEVm0wjRZBnwtOeTysjZrEGLQsIbLFOUG3nJLNY8nkZNQPRz6/M17er3eYEql6Eq3zVHMhllosVuMQZFSVSSZidURfi3ChZO5UMNWJzNygjXHjlGgBL1nymCrr57teD6RJ8SviLo3ZOnRc62BT9xljyClfRjxZ/ImyyWSTicZR7CUvSuJWmmpHmxZrCEEsLgSlMdRSiKoQTTGRfBJ3ZEXHBbW5Fiu85Nu1ZmVN9S6W7/fxA92gzMvMeTqvZMXdbkcjz4EUgWbaZuxR/FCuDlrzpzidTizLwtu3b9XzZCvox4P8LkDfd8QY6bue8FHg8+98wf75mXHcUZzhs08/xRhY4sTzXvxTTscTy+NeXDO9x28GUEZ934lV+w9/84d4enrif/yP/8nbt+9EEnw6Mo6SXPv89Myrh1ech4EvvviC0+lIPcPxeJAZPoV4pYuvtfL4+EjXdbx69cDNzS1v377m8fGJZZ5xxnJ//8D9/T3LNEtIXYmrmsNaQ8y8GFF45+m7jr7rBErVUZmEyS3MyQiZ03YYG8RKvbM431GNYV7ECMx3MsbabLfs90/M84xMGS4unJUqxDtjhTi6zHSKcjgr8uG+axwcIWyWEqThomJtMxnzNN8AkTKKz0vKmXkWg7NrUmrfD3SdEFK9kxwXY2E+TTw+Zmq9oeudwqSiHhO33TNGG7oUZafhbNuFyDnp+p6AlcWjiD39MIwMw8KyRHKeV28akfZulJRa8UGKQQWGIazjIucuZnESvXBZFID19RsXy66ZSx0tafUiPfX4zuGDFdSiFDbDyGk6yzgDu3JRnPeYJWGNPJezhhQXlYhPnIezKMBy0h2U5k/VQk6RnCM5hxWBKUXg42wToqiVRTp4T63iBJpzJusib42Txjrn9V4qbf5uLM5VmmO094VsJWHZWU+ggyz+LKVmio06k28zc5U7WykSpSETulstNetuUFQzxij/Yw3gE/hc7hvk8xd5jUaabyOwC/TdxjEVawXdKaVxEOR13pea6uRBuARVRllyu154NsJbUit9K9B9tVWPqRw7IVAqokXR0ER9DYy+b4MLRjOJuBRX/XwVcXo1WZAao8o04Ys5mmeHfJ6LDbuhoQMeawMpSszD7CPWgZstKUnDVdQjRqT6WgRLkeOtDWFrJEuRMZSYzwnSSK4UREUkKjcj0mkrTaA1VdOvPb0VuwrFxtZMIrhwLpzVoqwkb7ueF6PeM1Kfqq3rdWXtdUOhkt12/ZdWzOv6R55PeCF1VTfp61/5onwXD8VnmilkO+5y3quSfS+/14w9r31PWh24Hi+tFgoqtmhcmWvPlJUWdcU9edmgXB/Hl9Lj7/X4gW5Qsno3dJ1k8jTH1WslzYuLy5tVpWCM4ebmZvWeeHx8fOHg2ooF1DUx+Hx+SymicJiXhfNpZlnE0rqUyt3dLY+PT3zx+g1RU22dwuDLsjA7UbM426nFvF/f57LMHI/n1ROlLUqHw4Ff//VfZxxHjucj42bkeD6t45lSxMSopRbDJYzu4eGe3W7L8fjM09Mz59OZ169fU0rl9uZWf+7IMi9sxs1qcX6aTuuF1girtdaV9NkMxZZlYUkL2TpizuxGy6YbIMsio35onOaZTZIiFHNlHEem6cT5fCbGGSgCP5bIcp6Zp2Vt0FoTeT6f2e12zPOs0uozMYrB3c3NDaUUzucT57Nwi5pb8LIsxJhWfkX7jNN5WT/bhdgoRcQ0GNc2AmXGWKP29ZeZ7X5/xBrxURlCwJmrRhEZsRTNAMI6spJrhdS8YZ6XNYqgHU9RffXrsQ6dzrCzEGlbEZJtmXj8HI8n4lLwvlOFl6Efejo9Vw0ZazyP9rlijNRcGbwh+J6+c1L4q2YEUZmXdFHa9NIcLjGvqFMXHMvc+EwTx+MR7z2xF3KvxBhEsFCqLv71QrKz9mpHqTvJpuqhCk+o+VWYBltnMe2SpsBSs2EpktfTGyFjSuErQhKz8l4sElVfq2XJEznPUuRQON828qbT0ULzKBFouqEHco61seESB2CsjoQoinBIs9d8cC5ExQuh9eKMasTO/2qnabj4UjRCe9WxkqAwhUqkBesJeCF5ZK3xaTJS+V1pInJqELukKReTdYS2aFETKX0uy9ooWbuC9zLeNaqm0Z06SENibHfl1eRw2jiJ5b5ur/Ue8U6aAmc9iy2KnIqTberlOCxzlDDAlCUBOsu7cFaIqj4YlcCKaizFRElZz4OgM4LSaAOKEj6RptmYggsO72RjIk2zUpSLJGmX0tAi/UzqdCuoUEtNNheFjLkgPtf36zXx9XL+Wa+phnyjnKLWqF7LiFtj+SGlTGt62+9cwjfT+vX177Zad/331lhcX3ftXm1rZ+Opraod++WIyPV7ag/nw5f+/PuPH+gGpSj60ZqTBoW1E9IUAcaI4ZbAsZbT6bTuPEW1Mq3pss2JdRxHUhK78Rgdx+NRFD7GcNgfKFlg7xiXVQ9fihTSw+HA4XiEiuzkdXFZO1q9sPf7PY+P77RQ1tVrouquTpJsy2qe1o9C2Dxrpo61kkPTLshGAAa5IE6nE+fzVVBhkQyXorI9A0zTTC2XLJlaK/vjHmC9AEHQqNPptDZ/jbvjvMN0hvM8cZpmgusI1knabikasBeJOZGWhULHuNuwPzxxeNwDGR+ab4Vn2j9xiEdiTFqo1Wkx5lVi+ubNG86n01p8mxFbSsIObw1mu/HEETXoz8lzirnesH7udq2IAZ8s0M5ZVdFAFzolRouHBaBcpcQ4dOzGEaooqrx6TMScJSk2OErSc6u+LS1fqus6prM0zNcNU99L8KTzUNRGe5qyLjxxHYWcz+Jm7F3HbneLMXLNjV2/zq9fHI9SX6i3lmmmmszQB8LY0XmPt5ZYKykmTscj85woxUjMvY5I286rC93qzdLQDpGNCx8hlyxgsULodl347LqDs1bYnuKUikDHLoDPJGGXCHQOqohCi47VkUgmLdIMVuPYZVkArbVUKzte6y/ciVplLJKLhHNKg1AwOBojVqzdK1U26lDV3d/SngVB/Io2jlUVJa1BkXypqlyOtciZ5uNyvfQ2foXlWmV6XTguzbIm/CK26u1P40xKvWo5RI0ToEWzKoeCTptEaXIb0hOTSIsFLVoAaVKN8fK5VUGDkoNrVdVL0SR248lZuDzO6GspolOqcIKqEhusKTibJavHwtAHckIt53XUV6ALTpvzsvoJlSJjM+fAB4c1KMfLyfqWiqpKnJxTJUNLnpNBApTsykuS4yv+K7XktR+9jF7auEwbHnuxEZBxsK6T1SpfyL44Zw1paNfk9bltak9gvS/bz6wKoKuH3CKV7/W4Ri+uUYzr66q9xnUDdC1RbhvD9v33f+/F9XklBrl+fFDNQzum39/jB7pBSSmvO+lWoI0xq8X8/f09IQS++tWvygKbxIhsv9+vJ06KuEg+x3Fkt9uthWtZJp6fhdvw+rX4c1BlbND3A+MoO61ljsSYGEaRYj48PHCeI50xlGrEEr4UYXrr3O76ojHGsN1ulNMg+Q7SOAlhd7vdstlsePXwStM9q6I7QlJt51u6eilAwzCQUuZ5/251B51jYgFC6DgPJ7GSLmVt7Jpj7fWi2KznpUCKXLdJUPu+J5fMIZ5wSQiYp/OZ7dDTeTHFqtYwJw1fpOLCTj1qItMkMm3ZbSZCJ01mi26vdZFFAcN+WtaLfVkWhnFkGHvO5yOHw0HfT1jfZ7vRJUJgIIROuUc9YFZX1RjjiqzEmHTneVlUuq7Txd7pH6OzW6/Ni+wyxnHEUNYGBXRgJRWR5phpTfNHcJcmpe+Y57juaK53O6VcdkfL0sjMovpJKXM4HDkeTnSdGNjJTNm82C01yHZZFvIiyOA4jorMZM6HI0Pwq6tpUw3EKMGKx9NEqRIB0DYCcOEhSCyD7JOvmxeRkQcMhaH3DJuRru/UVEuIhF4JdqUWRW/EEt47R3UeS5AimqWRAPTY95ynyDwlaYBnbbqdJ6We5hly6TCkMTFitYW3XpJ3tYFq50o4HVLU2nVg1eehqW3EIr+uRb7xCihaUExZc8BKjmvj6ZzHedZi1cZZsvtWtBCVH1PX3XhTOdX1s0hjUEoWHYUpIpY26kxrBNWloS2Ns2Ckw3K2Q3xxNP+4ig9SSkWUQxYqiWqE4yENgJAcTft5o3/IGCsEVbMmI8tYDSzGOo3raf4dtRF0BFWp0nwarLrISoPoipBnfegaaENOwovKOt5zzaPGADWRgyUHR80aLihR0FJ4i6MkA8VR0kJNdm0Ka5WpV6mFmtRzBRlzVYSr0+5zUeYI6uO9J1ypYFA0zBj12NGO0RgdWcIaJCjE/KzZU9p0rDVcx2nNl8Qqp4grJ9jrsQr6q1doSntdrsYwGLnX2ibh+jO1nzf6tZzHul5Xpin+aLyjl43Yl8mjrxus9nX6kmygDz1+oBsUa80KO4k0cpJRyPG4yhC32y03Nzfc3j6QYl4JsjFG9vs9p9OJ7XbL/f09x+ORnLOOjEYOhydimtcUZu88pVyycJwLUuxPZ949vhNovReb+Tdvn0i1sCxXZDKdRc/zwjHKrnkYOpUfL2s33RCT21sZXQhnQUis+6c9y7Ksi5z3ssOQHfcG5+R4bDabtatthMx5mq5slStdcIxjWJ/rcDhwOOyx/rK7bXPW65FZQyU2mw2lFk7PC6HryFV8UsY+0A0bgSutjG+Opz3n5UQ/JF7dP7DbbvW4yo5Q5vuoRFpuSiH9GYZhJJ6nVQredR03NzvhqljDmzev2e/37HZbNhs5V9fFuQVhrz43Rhb7Zj7WZOfymS9+Oc0YLOe6wray5l9CvhqEao2Qy65nur5Wsi5Sq9W9vewqm4mfSP0unikXy39HPwRCcIokVVIVkq21lpykMUZfuz1PWzDk+vCr2VpKiTlf3ImFm2KZzmdOhyPOGZwXvw/v3CpFXhsmI4hSKpfPLfwXacqcNQzqmeLdpcB7Zxg2gX7o8UFeU28GoCpCZCmp2eRHvHXi0WBkLFGtOFk2o7nQOaqpzHFmWjI5AqXSlUoqSWzHKdQaIUdK1fyVqoRfHK4Ysqkqz1R/jQpGvHYRRYNdOSSFqI2PFGlJKm5OousugcalamTelztQaU4bSioXq1u/vvz2uoWnNTHS64qKqJLAJJyRtOPWvK3jHcTqXi6/gvgMVS1ArZZdIhiE6KycHIs2XzpStEVdb1vh1HyfWnGmCs8DaYwwCYgIEaMVJ1G5NIdaWpNHolaRCYs6RYq6OAoLgTaXqqRK2RiGZIiLPG/jU9i1AbXUKoGL1qhKSIMna7bk2VKSNCrZSLNii5MxVy2QhdtyOew6tmmIn/OywdAxj3ceH4KYUWKgNo7HhzNy2jUAUExRu4bug7WtNf+tdqyIjL651jy8aFJqfYHtNUM8Ichfmo82Wm1KoVXGzAX1aNdgaaMcJwnJtQghd7XVd2597WuTuffRlt/u+1/2+IFuUHa7G+7vb1/AZE9PT6tVd0MFhFTYaf6EHMSbm5t1ZNAIgMCVV4mThN6ceXh4gGrZ7w9sNmKffjgcmaaZvhdXvkZafHp65u27R+Z5IlUwRgrPosF6je9Q18W5rGMlkBMoCc3SYOx2u3Wn/bx/5ovXX2CcXYvRzc0ttVTu7u509yrNjCAJZ90BHzDGEjQMrUH+u+0W58LKMHdqW346ndbjAawEzu12S9/3K4pyOBxE8pkiXRfoNzvieSJ4x9B3DOOI76A6S+g8h/PM09M7Th99heC8jtEW3Z0vxLjQ9UJ2Pp/Ol3wk7xhvb9dGVDgoJ+4f7pC06osfR4MnBfmoK9q03W7VME4M8oSUl9bsJKj0Q0dMo/6uzJ7lZrpIf1NaaJI/YEWhYkwMgyw2jb/kvaekfFFc6Hs8nU5U5Y9cbN2tNqFy40/TRAh+LXzDIIsJixQaaz2lTILEdL0eA0HRGvP/ulmpVcMZlwUDF6QMQ46J8+lEJdP1Aaw04w1JlDgCtd7vAy5elAKlFPVu6bGGtbEV0zI9fs6vG0ycjHswUKvwBgxSnLQToBTIRpRupUjIn7Vt1ynGWU5Jhy12oFZD8I6uN7hQwSZKTcBCKQupJHl96y4S6Czmd81CvlLIgNNEWzGhkgY1xgWjxmgi6lEDrCzkyFplHTDFIEojMQwRg8gG/V/4C/LQTQtG+QZZnl95KAa7oiwy2sikkihFggm9NyoNVh8dJVM666E6Mory1CyFXxvjXBthtV3GWoxa9k+BRjZvCKax9Qo10nPgpJFrpHG5jzKViDEekTcjDRgXVoa8YlG0RwZckvTttOFwVNw6nktlWY3apMFUEzWrZNz1ftQxi1NFTb0QVMX9tcfSE9xImit5qeRU6f0gHilNbKAoRVXUA1gRmUail/PodKxzsXq/zsNZORrvIQlwGfW8PxZpj7a5vOaYrDSB9Yy1sZ5p0zpxq6tW0DznZIR29Zzv/7ehKBf6QV1HNsglpdJpJ/fMFWelvRez8m9efsbr97z+/NVn+n4eP9ANyu3tLTc3Ylq23wtvos33rZUgsmaXfjwcCEH8PYZh4P7+ntvbW7z3HA4H5nleuQibzYbtduB5P7Lfiyusd52mJd8QQkdKTxrCd1zzS2q9Y56jqoIivu/p+0EIVzlDTmLANfQcUrMUv4QBxpjXcUEbu5RSV4i4eXaIIiWz2WwYenHLHccR74Vjsd1u5TMfT5zOJy2AXufChWEwa/GReXxZ0YLtZkNL9m3H0Dmnhm9ulWYfDgcZR8WZzXagH0d6H8h9j61iU96Hjtv7Ld1mBNcTE7x7nnn3+IZNv1mPdcoLMYrUElPU9Tbo2MNxPp8xoV9HKuIue9DP0q2NaFNIXPg5EvB3OBy0cDsdr8E8xfWGFLQtkUtaA/RWmXUUJG5ZImF25JIIwa0z6oaIVD3HRV+31kqxYrBmrCcEbQz1+jDGsixRlUwXxErOu19zeloxax4Eco0LxNyIqinW9edWpv9Vc3JpwmQRawiN8EYyzlhKTMwnubZ8EOfPlagbAqVqrk+pL9CfoOdE0KGLvbfs9rUAqfmZBPJdFj6tN0CVKAFd4J275A+ZWpAxQkUs9mS0YGwVjxFvxRoecJ1kv/gOnM84XygmUcusyIJVNKshBFdJsVb4Ct8NTSsyYOW1SxG1UftTURtzY7G5QetN7huwztKchOV5G7wujW1LWQdWQ7N1ZFRZeWgyRsjSxKzH47JfFi8KuzZBVMkMKlp4Ra1i9Gd1Z6zPVTWsxph8VTAFARGzSI+1TXHSJNBK1K1Cfi2l+W8USZ4m6njnwt1oac9lHXsKKltM0fGbllzDununiueGJI43JKrlKbUj0FRV+tYbQmTkQqu6UXSug1ChilV9tlBSFUXP5dVpWJYJgWouPBXvnXheOUELW9aOUZTPmCaDvozm2vc+XJNfqnte/ItpGw59Lw1s083Uh0Yq7XFNaH0f1Xj/6w+NaS6f6bvt69+34pf3JP/3Ps+l/fdDf77fxw90g7LZjCsUdnd3t455moplmiY2mw2Hw4H98xHvu3U80ngU1wdSlDB+PYh9f7GDN0a4IyLTLKuFtIwJxMX2iy9e85WvfIXf83t+D59/8YY3j48YYxiHgZQSp+cn4b/ojQlcSbZkQWmv3alFdin1Quqtme1myxQnclblgO6+ZLxl6Ptb7u/vdUx05u2bt/RD4OHhFmrlfDzx8PCK29sbnHUsi+yaLkjDjlTSqixp76V93Yi4iyZSbjdbwhioFObzkcF3bPqB3ejZbHq2Y0e37ZhjEdfTAOfTHm/8Gvh3Ph8V2XGkHOm7DrBYu6ykuGvI0yn7vxGOLzsW1h0BcNX4ibmQNFtqTmYurHUhUlus7bX4eqxxTNNMSlkVU1nhf2kal2Ve+UvBW86nM94ZOm0yvPfEUkgIebSUCywqYzsZ58jn8ZScVu6Q951+3Stn5oIOOefX61K+HsjJEGO+LGh6/7eRVlwu5GGnI5umHrKm4hp0SxGDqS7gfWDsJTSy786kPJNyXZsplMdTVfED0PlhbbRqyRRYr2vrDM4bUbZdOcfKDr/tzhUZtEYbEyFjQhJX0xLVXTbhHHSDYxw7YpZU3NAbho1n2Fh8X3FeCyURZ8E4KUQZKBlMdRj8ikgJWiAcA1F/XPglzhhiKYqC1lWCuw5lqvBOjHqaOGewJuAQ4mjjq1yTJ2ttMPolS6eoyZym6SiykpAxSaZSFJmpDdeXUDl7ae7ENdiqxF75I6XKsWzwfS0UGslWm8Fm+35NHFUVTEXeghQuow2KNglVzFdFMl4xJVPqvDZ81unzNB6NmrtW1I+GLKMZ9eSR42JopNOcq6Y6oyMhVTqZxt1obqvyO6ZqeKIqcsTmXnkhXpKGq7OS5xMhL8pvqleIBAbb9VR7WSuc8kFeSn3X08B1e3PdXKD3wYceba16//EhtEG+d1FPvS/fbTyTZhL3/TyaCqd97muSrvCuLk2Gqxcl2fXrc9WYtEd7T9cS5uvP8f0+fqAblFIqm42gDW/evGFZltWArY1Nuk6aEtHdCyoxzzNffPHFi/l63/cr5C87TMc8C9my5MJSF2WWG+7vHwihY7fbAbLrlObF0zJ/WhOUUqJMVccxu3VnP/Ri028MusMXtAAEFu57UZu0i0Y4AEJCPC8Ty6KJurQFsUnfqhJthcciRE/5bClGuq7j7u6OfhhYJhndlFxIXsYp1+TYpgRqF+T1SKQ1ckIKtSzxTJzP3A49Q+fxwXB3u6XrDHmZOZ9m0jxjKaS4rL4103RiWSZyUYmnfpYmtWzvpVP/jvb6fdcrB0W9VTYbQnBrfkxrrNoYol0bbfzhfcc8zyvvyHmnx24m56SJyaN4M8wzLZm5lCyKB7XHjzGSYuEZKHnBwdr4Ckezqh/CZRfSCLa1okV+Ws+zoECXwMHtVlCvvMi11JqTNn0WdZIoHC5qgos8HFi/f72DaY2mIbMJYeUdDX0vydNKZu37Hh8C5ry8JMkpLH9aZhZFH4N31HqJWYArCNtcZvPic9PIlxlTFWkqlVIThUpwBslHSdQi45qsXBJjCiEYNpueOS3MybHEjO8r/cbQjwbfFVyIUDVMz4Bx4lViDVRjSYvDEjBGjOusqj6cvTSxRq1TjUWIuoqOWGtRJfIVfF20aWkKj4ApXgmq9bLLN41jIGobaRDQQp/X9GQpam2DpIRrg76H1qAg444qJmnOXLwupOgmUUhpM1G02RX/kyTjKLHTFWJy1SK/ynMbWli51KL2wu3UGg0FBTUhoTYHX5OkUbMV4ZiI2aPk3Fh9H2oGqMiHIC3S1LVxmviaSINSS9bGRIzZKgZb1HCsWmz1MrpUab5phoLIJsGpL1C2hmTk/kSbGqvjCmst2Tmqvdw74iOijcpVw1Gb4OEK0fh+H9/rZ99XzAASUbI2P+2YNHS0rlyT365BWZuL1mFpc2OQhrL9zDXS0r4nEQBNuadcq3xRqbb3+71GPt/v4we6QXn37i19LxLTzz77jJwzH3/88VpkmydKrZWb3Y77+weccxwOBzX2koN2bdbWTpwPFmsvZlPzHJmnzBQiwzACEjjnvaWZd43jlufnZ56ef4v94cSShPtSjXBedkNHXGYO+2dOp8jNzY6uC+v7XdGClSQpUeNrgqs6VraT39QZtbTZv1u5IYfDgZQS2+2W27sdp9PE+XRmfHhYC2hDEIoSRq+/1+DBazVIC0G01q4+IyEEbMgEX6lLxBlDjgsEx9h3LPHIUhKGSt85nBuYJnulNJLdvRTMWeLrfXd1sTfjNTlO5/NZJeGSWzKOA5vNDdvtVvJxdAzivdfz49Ub5CXT3LvAZrMRoq/q/tv4ahie2Iy3q1qgEauFl1OJyeN9dxl/5MiyRJ7Vbrul7KZayRV8N+BV+VI160jGe3VtNtr7kqazrA2G8Foq5+kkfA3DOkaRuT1r82P1ODlv1+ey1mqon8rvUxsT6e/QdoaX4raSD/X8ipx8ZkmzIjl15YQs88z5LGNK4R7163GSEMpCMWDShShcldMp6oqMqTouSRIHEKPBbjqMyUr0zBhVpwRvSdXRFU9fCmEKwqWwBe+h6y2hUzWITRgyzqjvRVuEneTwBN8D4t7advjyud17cHUjZCrS6aQJKUU4DO0hlv8K25tWuGVMcCGdXu96r51eKxVJBzbryEIahfYeqvJkijY8qKcHVbk0axZQufpv1tELrE1F1QJvqvJALuuJqMWlMTLqaNrq0OWQXMaFa9NrnXI+PBgtWIgU2DnkHNVWtBwVjzGZUptxm+zknTrmttcTy5xLkrO8bZEpt+amgo6DnPCFuZDaSxE7BW+M5vVII+6QvDBLwXh1BVYkxqlZXzRGGhRzFWUA7eywNgimufTKZ74em1xzUT70+LJi/f7Pr02wqdh2Gj+AoFy/5vubhOv/Xr/uh7gu77+X9xGQF89/VTfe57lcP76Mb/O9Hj/QDcrQ9xwOe6bTicNhL5JGc4lhbxB3KYWhH5VP4FZ4++7ujt1uR4yR5+dnDofDBcKuBWOczJGtJaXIEhcqhs8//5y+77m/v2fcyHs4nk4sMXM4nnh63jPNC2iTVHMV3b53LIuMB2rNPB+eGYeBcbNhGLc8P4uqqMaEmxeK+pN4DXozzjIvy8q3aCjLMi8rB2cct3pxyE0qKqQN23HLdLyYggEXn4ysSbTnM1jD6SwjK0zzMxB+Qdd1EgAWF3z1Kpu0DD5gOsfpec/pfCBSuL/9mLubHY/7hZJFLljJTLPRXWOlWTmD7OhPpxNdFxj6jaJdku7LOgqRxVrUPJXBSiHs+57b21tC8Oz3ch4BYdh7KSQpy9gql4KdZrowgDEM4yiKHV1IU1ISa3Esi/jgiMNst6JGwhParmgMzmJKkYC+08RxfxRSn9Gtt3E4HdvYzhJj5ng8EdSbxXvPsnrbXJCwWgunkzjkns7HtUGpVT6zqC50oaaITXUX8K5lCcliGTrxKlmWRRpRa9iMo3jCmEpAFlYhg0bsYilO0k69s3RdIHSSIp3jgsR5dDqSKFf3WM92s2UcE9ZoCFzJ2CLnOkVpeC1OVFsWyRRCkIdYCjUnDNB3YsZVi9rtW0kLxngKlZQLIdZ1JEBR/w1nsA6MLYgMtojcXQ23mlW6M0aD3pxcE+uiLsiETBSE9LkqUJBC55zIVzMFbF7dRgWx0myYLFklzopKJFcdgdTLuKfxosR7RSz0jW3S2AuvQgqPFP+sbqq1NqWFoCe1mb1ducxePDDyCtdLlgw06bGx4rAq66YoXsQwDm1+oRpp1FveTNtxiwgXWu6PyJV1qKFcjGtlGToSq1V4UsV4QQOoOBskE0glu+JvI14o8kxKni5gqhX4DSPqrFoVCar6R8e9Wdkpa5YR6/3rkQBESsHVoEejmctpc1HRBsWthFwhT5X1HEoXZZUTUxQFMr8rDcrVX15sJltjcD1OEQStXcPrL3KNfF03DNfNxdrwaBtm9GtBiS5/b69hGgrzgff7oabkd9Ko/EA3KB8/3LGkhXdv3xG8g1pIy8KicuM2G58mUbL4IGmZ5+lEXCIpjVhrVlLk+TxxOp35+tdf8cM//A3evP5Cbn4dhy/zmZwTm83IuBlJJfP0vGezveWLt8/sT0e6bkc/ZgpnvWgACtN0wFhxbj0tgt7405EwDGxv77DGcZ4jfbWCNoximpZKIjjH4bhno6hFyailuoRtpZRWBGCaTmw2km/TdV4g3pzp+w2bQRQqFsMyzesFnYtAxtVa4hR5Ppw4Hg50w0BwYrq22YyMuy2pZg6nI/vjgVILQ9cR40AXZFGYpiMEyUR53B8I3Q4ynGZBF2qKeCdckyUtzDGypEQIA8v8JHsrE3i4eyBYx9PTE7WkFxf1au6FGM3tdlkRh7SiZvMS2d7e0oUe5weOpxPPhxPjZoMxmf3xjPMB4zQvg8qm75DRRVmN+7wP7La3fPTqE7a7DaVkIU7HgvOd7LaLGLlZ3xOsI0c455lExfc9rquEUmQRBoIJxCr5Pa46bLHUlHGdY1BUTPhFlZQjMc6SS1QKx/OJamBaxDQwlcKcJrJJTOnA4WTogiBkzkhMfFXzLawQEi2GKU5UW7kZRnxGE2Er0zSzlAjzCd8F5XtUbjYdtg7UFClzgiLSau88yXic8ZRUSYuc5+A8dmiKrwWKFwfSrAsoDTrWa7CKZfoFOaqMgyd0Iq1cd6YNMcJSEpQomTE1to0AojipgtpJcvEAK8EzyvNVR28Ghk4URhJLnykIl6Rl/qzyUFcYjF9hcWsMeE/wkjArPC5tYI2jxMKSz1RbaPLl1lhAsyCX69kaIwKUCgV3cX8tQmgVt119XRewtej4Qpqt2jgjLkg6tBVUzqgBHlaQktYEdW7Q5jFhTCMbOx3RQSmyxshIW43g9By0QlRL8yBxWMUUMB7nKljxBCql4F2nG0dBRbyBYh3V95SiGy/R1kiOj/JjUk0UkyVs0liSlVC9il2DSJtUeSkTkQWcAQ3mLBhcHXAESEGSe62X5qMin6fIBsyqEZszltDGI1b8crDNh+ZSkGVidEHBMEIDqBR1zq3f1aA0LiO8RDJeOgRfHl9Gbm2/V9r/SlmbEBlTXqEnK+rWxqyX52tISZMOr2hMEYXWpTnRXCNV0hk9520cmWNSZtSXj26um6hrDtb38/iBblCmecaaQvCBsR+wToiNj4+PWO8IXX+BSvXANHnx+TwJn+N8JiVxm/3kk094fHwSlcr+QBd6mknPbhfWRFnnBFU4Ho+8efuWru8oFY7HiboR+H+7daoMiYTgZATRWfb7J6IuDu7s6E8D/+tb/4uqTHiKBD7d7u4wppKLIAvv3r3lcDyy2d6s6EMjTjYCaeMVtEXeGCS3BhnPAGw2YiHf9PcNqm+8Eoz4TcwxYpXwWVLmeDqJb0m72fTiN1YW6BQXzqcT1MRcK5+/fs0wjtw/vKIfdjhj2T+/4+n5jHEd1o+cz5MSRgeqy2w2W4JzDMPIdrujDx3eeg5HUQw1c7j7+3u6LjDN5xXOls8u3CPZzWbOpxNnIx4hKWfO80Q1hs1mu8oCnfcM40jfex5uN8QoKcMlC5jr/eVmctbTdYHz+awNBFIEjME6zzb0bIaB3WYL1rA/nchUiWXverG6zy124WJBf008ayokeVSyntOcM15HSiCZIu1zpyoBj0sqkk1VlMBqDWZhjVVYCaxKtMtZnjuYgKEF4Ql/JadKb6T8dV3AIQ1PzZVSjyyx0EzkvPdqiqVNR9UF3XpRPC1u3dxefCKuFskq6bk5J1LJ1JxZoiUEmbmvR0NVLzopgTYCUEluS5h1BhmVOIdE90ioniHKz2ssvbeiqjHWaGNSr3JY2qKq3h214rxXm3ojM4tWU3QOn/I1xC2vU/ICSAJ2VfRAxpbSOMo4oypqIuWaeslkkZ26x/lWXcTfo5oijacWNjEPDErwVTIqjlojTflhzEU+LC68ojhqCEoji0s4pHy+QiV0Vq9NXoTereiA8ZfiZK6Jo3X1C2nF3QLWSINltDkVJlCvIyLlHSEbNfkliRbIxYpiyBi8CbJWVcB3gtghaFYrrN5b5QB5bBH7fSHPVnKRe7FmgzF+JbA3rxDqRQItY0974WvoZzParLbXE/8mwLwsxteoRivU1wX7Q8qY98mzHxrJXD+nrOX2gw3A+2Og9/kh75NerSJj77+uwTTPQ23yP/x8X/a4vL//SzgoIXTUknEuSojcOBJCx/6wF2vlLPHa1oXVT2S325GSsOY3mw2fffYdvvjiNZ988gnf/OY3maaZd+/e8fy8ZzMOqwvrZhS+SC6ZeVmwbuJ4PPHFm9f0fc/QD8rjOCHy3BHnZFzS94GPPvoI5+Ht27drU3E8HgihY7OB0+kM1TIOG3abrZJUJSL7fD6L7Nc5FrXbvyaDNpi98TRaCJ4QSDeImdmb1a+iyXGbfLYhMCEEOmvZLgtzFFKpvA9NlNVGqD1PzgnnPTFlJTKC9x2YxOm88Ph0ZLO7Z9h52Q1VcRGsJdHFxHSesdaw293grJHUUSsZSfIZR25uCtM0rzexc47dbse4GamPhXluSJUjacZI13VM88JBCbDb7Q7nvPq5JKx1BN/hHIQQJLtnMzD2TlU7aZXuWpWftvHIJgxiy+8MXlVdpYrvyW634+7mhpvtDpylGMM5zQzDSNcFDnNcyWRro6HHvnFExP8k6CzckbkEfw3jsMYRJDUibDwUQBG0GWeCSrXdOoZZDc5CICUxHEspMdcZH2R8IsZ6VWLRKZymM15HUJ0TZQ/GMS2ZmM6q7BKeCrUZgJkL3Gy9olp5bUiMjmHQ9yWjCNRPR5qUmjPzXOmDcDikVsriee0p05obKfhSoCWDR3by1lmyFTJDqe8toopdG80CamCD7H7b8MKsEmlbq/iR5Qv/oiqxUzYsOrbS3sU5q1b5kaZGacMK4WwIeiBvv67n0NqqqhUZE1Uly3oT9H0VSnEIRwREcsx6/zrnxUAO2aDEKA2RMS2fSIq0tQZTPVVlxmKShxLu9VqQsyTNjJXMr9wUR6sZ2Uu/j1aq22iqKV/Wxq1czL/W68E4bLWSJE2BajFFHGLFxVkdXSvSRBaDQ1y8cy0Y14mqJkdiKlgb8HR4eqzvMHRY21HxUISQXXKiJLG+N07UkAjAvo5XhSxq12vlZeCfXETtczfEs5nKyrn8bg+U7xqjXI1q3v+Z66/f/71rC/u2Nl6fhxcoyXvoTPu3lYOoEv8V6RDDme/ZfFz/25ehIu+/9vo778+DvsfjB7pBGfoNtWRygcPpTM6VlBe5gL0nl0pKmS4MjMOWUjJPT0+8e/eOkutKkGwF93Q6rzLkRY2Z2k1nvSM4y6LeGgVIVciVy7KQU8aaFk634L3l5mZHCN1akHyQk9hGT00OPQwbyTOpEuHd973u7oXweNzvGYYBZx3naQLTLNwlb2WaBA1qvi5NXtv3PZ988jGGgrWf4ZxbPWKaIqdl61z8LuoL6LEVx5ZVc92k5Jw4ncX4rHMW4zqwlZgLphhSBes7ihGzpZu7B6rpefd0JKfK6XRmsxl5df/AOAx88vEnmFKlwZqOBCfIw83NLe/evV0N4/q+F6fTEMT4TY3lYpxXIq+S/mVHUKFzHodhOp2ZQ0/YeZkll6KjEFmQu04UPsucEI6sYZpExXNzc6NKnh03NzfsT2/JeSQZS991bLdbdrsdzrr12vA0t1iB3XPJODXvq1U4RpvNZs2Dap9lGAac6xVtU5m77wm+Vw5SyyWpYsut1vcVyUMSlKyXhbiUlWch7sAtb0Q9dlwHKgG2Gudea+J4PDOYJnkX+LhuDOdbCX00ZlEZqqTmSkN0WVCvd0x2XWjl3m1W8NZ4am1GZErKzpmcBSXyWQYIvCCAIohDATD4EOhMxzhu6boB7w3GJC0U4lTc4GxjBJUx1ZBrk45XNV6TGAGx9xar85YMXNExC6ihly68DhkD2DaLV5mnscpjk8JFVSfOFXbJDWa42sHKa9tasFUku9UCJRHsqBt7Q6oVUyzkLE7+11JYFzBONi3ZGLyPmCw5QXJcnDq/QqFFK0BTIJkqOTcSrljXE2Zx4gnSCqVyO4yiDZIurEVRzvTawLzgNHygeJZaSIBpEto2AjFyblbvnFIwFHEZrlCsxVRHbjEBBTBVBkamx9NJ80KHKYFaPblCLoWSICdDLRZTRQ1p7GWUXGrBt/HVVZF+/78veB/oqPwD3I73i3z7+wtJL789IvH+uOR9ouyHmqIPNglXDU/7elX92YsL9IeQmvffw/d6rx96/f9rRjzzsjD0HbubW/aHI6fzxPk8gXGEbiBPCzHOTNOevvPkIrvOeVowRiWU3q2Gb+MoPhlv377l3bt3fPUrn/C1r31NZJZGAgOnZSZlgU2HYeDm9pbD4SCBbzZQi2Gazjw/W52FZ1KqvH37lq5rihKnKhYZtUzTmRB6tv2G6TRTEV+X43HPtMRLym3XMz8fwbLKfpvpVttBNe7NPM9YZ3m4f8CYwkcffbQ+jxTZS7CbjIxEFTKp6VxTtsgf2SE8Pj5KfoqqhYRsPDEMG1B5NzFS0kIZOk5T4t3zkWw6qrGMN1v8sKO6J+JSOJ3OXAyJDH03Mp/Pwhk6iK9ICBeXX1G+lDXgsX2G8/ms8QULz8/PYl2/3bFVXxtR86iza5HxTEvknPV5qIXNpqPrBhl3VEEkxClUFk4fLMPQk3NkHAeVcAdclVFaQ7WWaWZaZpqTalOvhBAw2a4Ldfss4ziu48aGEABSJIs0ItZedk05Z1JMuqtrTp7yOznXtdlx1lKauZtBeFq0hactjHmdIWfFDdoC9MKJFtmBD4Pj/t6QCjh3QoWZGLQgX40d0AY3qltwjM3h2ZBL0lDBImMJ+QUaP0N/XT6zEYj/YoAlP9eQmmEY6ULHbrfVxk5QpZQSkYVcIlVJHo2bA4aSFDm4DHW4+HuUFbpvy681hmos1ZZLQ2CkucqlZbYYlYJWyKo+ap+tNTiY1QNn/ac20GiW/LR04suO/jIOQo+35r0gSFLJiGR2LZhiTmb0+LVRTjvG4qBr1LJf+DEFI5JkRUou78+qzLY1VHquSvNx4erautrJXx8/RVNagWpIrjTQC1S5CsUYTz+7QYu++ODUKqndDoutBlOdklYN3shI1pmRzmxwecRUjzEBiqckv3IuSm7o2yWV+KKKa5dvU141RKgdv6prFoqYSRNeXyipXjYp18fn+r/vq18+xFl5MX65amiu89y+V9PwIQSl/cz7z9OoAebqvVw/3/U4+vr9fxnx9f0G6v+qBmWaF0qtusAP6nZpsTYiM1awPjAtC49PT7R57DhuMMgopOt63r174nw+841v/BAPD6+0cM9Y53l49QprLfvDcYUmc614WDNypKBXHh+f6MIovIy8MM8z49hTSub5+Xn183h4eKU73ECvQXFDPxJCzzwt9F0vTp9VUJ5hGDie9jw/PzHNia6XBqMVtBgjzjmxr9/t1uygJYpiw1QhAk/TpGMoVjWPKEMuce6i3rl01hKaKKGFn3/+OQ8P94Sb3XpD+yBchyWLjbq34F0ghJ5+3BBTIaZM6Hue93vmJdN1PV1wPD09cjweeX7eM50lldpr4ez7npwSyyI2+mKLn9aZ7f5wYFkmar3EE9RaVn5N33fc3NxoTMBAyRdUqJnOXbgrTR0jqIl3YV2sxItki7VGj8Mz5/OJrITctpi0tGSnHjaZii+ifmiNZOg62RmnCzzb0Kk2fml/bxwA2RVLY9EWc5Bd85r7k6IgJMZSDatc2jspyjL+SutM/3qRSEm4OaUGeldxxkmRs3Z1GwZZsIRPYFkK9P3AsiRKUgMyI/j4i0UPOTfLvICphOAYx14TmuX6KabiV46YoBTXMlEpHvVS7LRBMRioBu8CfQfDsGEctnTeY+1CrpWUIqkupBoxaOqs09eplmKEHCso4aXgCLnlUqgwVRCXLIGGtYrxnIwdjHJJBIVrBNecy1pcpUSLwVprRKTISZioGJ/JucpVwgKtFbSkNbOysbkUAdnkgEqhAFFdGb1H1iYEqxwRbUbUGO86S6k53TpnFc2qa3PdUpBXh1rqeu5WBO+qwMl7a2Z+rA0BXO3IFXW4fh7SJIfdZGmmaE1pK4iZUiJUCUJ0zkPxmCpKHlMKnemxrsfbEc+INR1UD9mBDeRsyDWJRwo6jLq6Fy4oW5v/tQak/VejAnJrXIzeT615eIkMfahoXzcj7Zhcf309Ir0ev1yvF+///PdqEN5/jeu/X4+WrhsgWy929t/PyOh7vf71+OnL3s/3evxANyg3N7c4Z4gpsdluZeySC84HpnleDdiMMeyf3lCL8Cq2G4v3YTXgaj4qkmYrSEIbh2SFx5MWY+scu5sdtcLj0xM557V4yqYp4pwUlXk+03UinRO76sIwbNhsd4zDwDB2pBR5etqz2+7Eij9VlXNGDodnXn30wHa3w1gJGbz2qGjck3ZhOSdokMh1OwkSLJUcF23MRpZl4d27R208lrU5uR7dNMJYW2RKEVVLzuLGenNzo0VddoshBOa0yC1rHKEPVCxLTFjN65jmhXdPTzw/H3i4+4i7m1cMw8DT0xNffPE5d7c3zNPEq/t77u7ucM7x9PhWLO1rYbfbcTweaWOJrJwFGZdVHYuIzT/Adrtju9mwGTdUDFOaRIZqDHFe2D89c3Nzw3bckPtMTonj8USMhe1mh4QuiifGZrPBeUEAvv3tb+O9ZZrOtMyUoe/ZaFM4jAOmQswZa+Z1Jyphep45Lsya8QQy5muJ3HDxOGkeJJlK6apyYyLOie/PZgTrrHKIijRVZHLKa+OyLJFasvBOgji0BucJgxBlW8M3nWdiimRbCARsgDB0kKWANx6BPAwouiRk2iK74pWAW5mXGR+Eo9Ou1SWK8+5mO+K8keYhJVV4OPou0HV6nxizyofbjjXnTK4NJcprY3E+n6nG4n1H32/wwVCrpofXTK7CgSk1SwNhvKAgtZCr1RFaxlvxN7koRETaLHT4iz9M1fuuVh31aH8gjYCSMJXLUpH4A0MW/of+cClZoQEngW9GFEyNk2O0Koq/p1w3FwWtqooMYC4GbNYKMlfKdXG8cHRqEQ8NqkYyZAnoy1lt5FWmDRpEZ4xuyOTaaiO1ZgaHjoBSTaLmULK3tRYbZI1qTf61UWDV527dX85Z7BsU0bDO4K3DWKeca1F2yeg+ixSaKDycaqgZLJbOdVg6vB3wdsQyQPUUY4S3kgo5IV4nOPFRsfK1cSJ7lgwavcavinjbMLSR9zVaAZemo5nVXW8k2r9fj2Da995/XI9FP8TfuP7v9XM1g832vfdHMtebhuvXaefr+t9LKauz7Ic8Va6f731k5f3G4zq3p73PWq87/9/+8QPdoCxx4WbYgt5Mzju6PsgiPvTk2kx8MjFFapaiWmpZA/WMEYv7H/qhH+J0OvNbv/Vb3N3dCd9gHEgpcnd/Dyp53Wy3vHn7SNf1WqBlV+e95/7+doU+7+5uvutCu1zcMCv6A7KT2R/27LaG27tbdtsd716/YZpnvvWtb/HVTz7h1asHUsr81re/Q2Fed9ztD8gFsSziiSLOqYHNcHH2bFyIC3pycS1tF23XdQyqeGnvWXZ0lt1upxB6QyIk7j1TqUZ9VbwaPFXDfn9kuz0zDFvxjKAyjj3D2GNsZbvdUBEy4DzPlBw5n8O6c5LMoWa4d+Z8Pq/n3nmPL635y4qG+VWdVGtlmRf8lc+KtWJaVgsrGXW73dJ3PcUHYhT5nKh4NBa8CoHz7u4G7x0xLoIK6bjCOTku22EkJ+E4OWPZH/Y8Pj1BcLhe35O+r7Z7BQnta+ZzMca1uRiGge12i5mbu3DE+rbzrHRdT6WS88Q8LytBEm9WK/lr+Hb92oqtOzSeAjRb10zzIRHuQ2tObAg0kqDRmXwpcsxTzEI4tgET5L22a+uaLCjE2JZc3Mz/dKFW5Ct0kEtHzc13pMlzFXXQsYVRB9ZcCvOyUIplu1FLcyM29WY91kllw5CNFMtigeKUcKmjpAqmtB2/yLJNUaVMqRTbeCqVZvVedNwCrGNBQS7kvVscGK/cljamabtu3aVrJu31iKvluFQc1iixtZFRjf6UUe5J28hzPQri8s2LBkrfq9UYAYsxRZEvSYY21bUnkv82wZS5PKXxkuzrqltHNM4KIbyNQK5JkO17tQpPJVeoAg+9QBpyjXrsrRCS9dhbynr8BCkCaqKSxEPHCM/LmA7HiDE9JocLcrJm/FiVc0sjUWyW17LiImedk3VQCUjWGmx1gri5y/3U3vflI9Z11Grt1TF4D224Vud9GaLxPuejndPrhuJynl9+fT3+ef9nrgm11482xm9fv3iv5hIM2N7bh9RG1+/1/fd93QS1kXEpRdbV7/PxA96gTGA2YIUcC+LzUMoiMkwy1jnGceD25gZxpDQrKVYeslDc3t5yPJ7IufD7ft/v4+Z2yzTP/K//9RukIhLC5/2e8/nMm7dv2G520ow4gcJ939HlsrrRSrDgVngrSkRt3AfvDfO8cDjuZaHN4kTobGDsx9W8a7PZ8Pr15xhr6ftB0SApAMfj8cVYoF1AXScW/M/Pz4Ke5CyKAL1BBDmJa4F0emOuZC/kZuv7nnEc1x3s3d3dSsI9Ho+KqEgRKstM6AJdEHdGqthLl1RZNBwv10pcZpz3gKhvQugYx57z+cTptBcFgRVp9TydJbjOO+KSOJ3OK9emkWSz3lztM0hYojRrzV9DjrsogdpNsqS4ojHt+YZhIEbPskgTG1NmOk+KjBV2uw3D0NH3gVziKj825oJkpfPMmSPeOp6PB/b7Pbb3+KGjH3qC79amuHF+WqBh4/1cLzLWWoIPRC+ycb+SbSF0YV1UrjOT1uh3eLGINc6S00yp9ZoBrHO44MBIM0YVJU/jzXgv1uG+ZbNYKcYpJeKSpMiB8gukkMcYaYFyIXgwHqvkTTFMawRDLmMX4+i6SokFSpTGIUvn0AzUGlJorTQkcYkssTBPCylpgddjUJUgm1Tqa4yhWjEmLAVyltRcUAVPaZyPxtPQsYsiG7m0bsAoMVbIwRhtKqrVfsWqpDrIMSgCpJUV1ahgLOIVciH/ymuL0scaD06s5t0atte6Ib1PtemoK9NDERB1l233bhtXyGqnTrk6IjPrOAku/B7W4y3Xz+VpWhMmu+esP6tE4lpfjGXaK16akCr+JO6iLgOZUhW1yC9GIgRyddgiDYUa38tzIchVNeJI1zKUnO1wZsCUnlJl/FOyVdO5ohwaRaysITdlkHVYF3T9sOKlApoH5RRF1eOhzYisb2AdGs2hf6xdkb9rhc37zcOHGpJ2v18rYtr3rxuD62bj+t/b399vTK4bmOtx0fXm+RptsdZSUpSW7gqVeR+BeZ9Xcv24fs33R0XOOdJVrtpv9/iBblCEMOWZ48zpfGR/OOLU2nyeF07n47rb74eOzTiQ1CPkcDisu85pmoFGOFTo+HRmWibO08Tz8SALEeILYK1lWmbmOdIPvYbeCTnS+yZJndlsxhUibIWkvU6tEJfEvBxBLaWF3Crcle12izGVd85xOh7JWRxkP/nkE2K+BLS1MUx77u12uzZfh8NeFD36nK0R6Tr5LIK8vIzbFlJjZLvdcnd3xzRNWAsh3K9wbHMOFeQFMJngG1GsUHPBek/feaiV/dMTc4osOcl7MLIzXJbWYCHGbTEx9h0hOE7nPdSK9xsqiWk+r6/ZbuJ2s+52Ox4eHthuZcwikj/hcEzniXmaOZ8lRJKiO7lUWKaZtEScdWw3G5YY6DoZycRFiKgpJVKOHA7SQIXOE4xjmsOKJJzPZxYMdUl4a4lcCLBRowd8CAz9SF7avP/Ch5l1HNmOf1NX9X2PDZ0WJ8lJkR2/cAuEwCwumOLlk3BY4Z4gu9dytVilqnLjJItxQ/OMkx1kqZlUM9ZArkIidVckvrbQNF+VoGhU81gReXTF6LhCjoEVJZsVIytBUTLet8Rlt15Hcl4dqSRqFhWK1dmGsc0tU5Qq3teX99G8sCyRnL0YcRkpTKU2F1Qt5rWuUlWqeoYo6pFKhqpZPQJ3aTEShUptWUK2jWsMa5KusHTWNqGYtZzqnyyZOMrhkK7FXjgoDYpR4qfRbCDUlM41JQuCOCmdFbHVl6aGKj4hBuG2CJpb9R694BrGSvih0TFSra0oi009StKt2hoIOqRjgCQoiAHxpFEfmsaE4aoYyvmRcVgpmtxs1HL+6rqSbCZVMclUax0DFD0HenBoCFSpGaPNpTMObwLOdBjTi0Otms3VXCUYMguiJdiWOB1XbYqDOk5br0Zxpop9u/kwX+KaPHq9wVv9Urg0B+tYg8uG4X1Ox/tk1A+hJx9CL95HUa7HT41s//6f6zFSaxi+a3yjG57rn79GUOx7a0L7HNeNy/XPXj+3jMI+HJD4occPdIMioW4WO1ucd8QUxdQrJaxz9L34SZxOZ4pyFiSPpHA8nJRMObDfH7RoeB4fnzidTtze7ghDx+7mhv3hwLu3j9zc3nJ//0BKsiOf5mUtJk2ePPQ9tYqSQpKVL1yJGOOKTmw2O7bbgccntyI3jbTqnWezHUhZ/DUOhwOVUULcukHl05fMmVrralB2OBwopajsdhEvBn0/tVYd04xrQSnluzX1JRdsf+Gm5FyUzDuL1M8YTQZ2zPORqrvBmhPkSnVWd86B4B3n6cx0PpNNIScN/+vElRWEnNf1nvPxzPH0jHWCiDljcd4wupHnpwNh6NZxVns0NEwUNEJIXpaFeTqJ3XwpxCgITK0V70XFdCnwkk7ad70Yceku+WzmlXx8PO2ZphMpzTy8uqfvvZ7P5aJ0woDXVrNKDIPxjuM8icqjLRj5YsbWmpFZlVPt0ZrJZVnYDiPjKOdrSXGNOfDeE7pu3V3nIgZzxnmMLpheF03XyJu1kFMW/xqn5FeDOI9aw5ITMUV8Z8FCTmlNPy65kE1eHUSbp1AZihzTfhS1mzrSXubwzc49UBGOlzyEVNhUYte8iZgiJS6qwHCrWVuTCYP4jKxkYmBZIvO0EGPA5gy+uc8aNWlTq3IaomTASrNcaybFqHLbqj738kfMuJTMHBqi4VcuSNLkNhmFlHUeUg2iMikWg9fPnck5krMoJcStVhOUjcU4Ifl7F2hmas0e3qxNk4b8KZnW0IzFHCiSUbBYKjlfxv1Gn8Mqr0MQGEs1dm2CWqRGRVBDeX9VmxNpSGquFNfCDcuKJsCFw9KO8TrK0walFnXVdQ53tWN3xuKdICWmihdMIxfXXFk9afQglCJZPCu2Ij2bcGaKSIdzlE2GoNOG1k6K0YmBoo2ZrRr2pyMU5enIh/pu7sV1o37doKzNRb38XCvS7b/vow7Xhf791N/rccyHEIn2HJfr+YKWrHVObSEaOnudq3aN1lwjNs6J0aG5ev5rDsl1w9I2K40icP1+2/tpiO+Xjbd+u8cPdIPy+evv4ILYnffDyM3tlsO3JQiwG3o2my2bzQYspEncLIMPjGOnYXqZYTArL+PufmQYBp6fnzG2kg8SPy9FIeuIxKuBWUcBztPMNAsB0BvDdrNdO8++6/HO452/gvRltzeOhe1uR9d7Hh8fmSaRQB9PR2JamCa5wfuuxwAff/QJqWQ+/fRzrF4QzdCrOY0uyyJSYGv5yle+QugCcZrX5ux8PnM4HFb+jBQRXkpbEeLm9DivXimtGCzLwqQJwJcbzZLSLOu5wv9edNB4YxmHAectpWbO8yy5P3Gh70dC56lV/CC64Jis1QU8SjFRg7ihH+n6Hu8UbUkyIuj7nlpvADR/pxKCF/TsKAZuXdfTdUImXZaFFm3Qd8P6GYSEl8XnAVhi5DydSTnhg2e320ozojv9GBPzJAnEft2BCClUFlsnhO3pLMTq4OmHQXx3fF1HR/l9qNMI9yHlzBIjS4z0mrk0jiPn6cxeG9B5Fjm6LDqX3Ur703UdwXtykkU0+NDmDC9geqvNi7GwnCPTcqar6jZbhACbUmKxUdUYmeoCwQt/R0iQDnEwfbmrk+tKGhBx7tXCvq5RZk2qLSYLybRC1c9nqXgvKpmihS6lJAm2tXE1tEHT8eoSO3wq4hvXmgmUu9ISgpVbIZ/fQzHKpxBOSpMhK/RwSQdGxjgiq24clssOuVwVFRmfVVw1iFNp1bZAAxBdw1pEAdUIvLl48T9SFGxVwMjfaFwO6gWRquqkK86x7chanNPGxLISUw1JNhJ6DayfS48PRgi8FXRzg/oFXY8Emu9Lew4Zn1RFgWprJHJz/tXf0/WilrIGzMnrO3JTGK0NlPB1Gu/jcsVcF8JWvBG+YS6QEzlBXCAugt6Ius1RqoEsDY5EE8izzctCoODwyjmRz2T1+DT7eEwzsbNrgGAztbNKLIWrJqIKDiWDtAuCJ1ENl+L/PoJy3ZC8zxt5v7G5Hh9dj3HgepMg11HzGro8z/Vrsm4YvLkgeh8aEbVm6mIO6F68h/dHW9cUAucc89Vm7Ld7/EA3KHNMfPb552K6to2r10WtYniWk9xsm2HkXAzLJImr/TCSSiUtmdAP9AWRyHYd25sbnp6fmWPk3dNb5nmi63pub+8EFi+Zu5sbpnmi1g3Be8ltyYl5SXjReWJK4Xa3wxjD4XBgu91gSuHx+YnjQW667c2Gru+4ub3HhxPLPJPixDQfWCY4n850IVByIfgBWwrTPNMbo74f4neyIgHerxdljJEmURRZnPBe9vsDd3cPNKv8aVowGPphwBg4TxOVuqY7i5S6FzM6JaM2ns26YGZRA2ArwXtsZ3DB4TvPbrsll55lmljmRdJEjTQw1sAwjNRamGLEW4u3Fme9jCKsJ7hAjiKxbOqPmCIp+xf+KDlP1GJEzVUsznd0ITAMYoLm/cLKH0AWV6+x6+fpzPP+GdfJjv10OnE8H6ilst2NbMZblmXSot8xTWI01/lOXE+zoFPOWLbjhtB31BRZagZrNQxSOER+CFhjeN7vZbGwBt91eG1WxEPDMKfM4TzTDQud7/DBM3Qjc4jEJUE1LHMkxqQjM/CazWSNOOV2XUfRUZJAqwEcV+OYnq7rWXJkSZEUM3FONIKnNZacJLE3eWlOck6kGkkxSkn00gRcUJOs0Lg0ablUsb73HufbOEn8QkQ+XKgpi0FcKZiSxVK/Vua0EIqjc5ZKEVK2SZTqSdGSoqHkQFXjuVTkM5RsMaUj+C3WyfelMQrUYtXNuFB9wngwxWCzERZtBePCWpx0706lYj3gDNUJ8lBqIRWE06IFX+4LWfy98hW8lybQ4QnVY30CU2lTJEnSldlGMKMcewCTKFZGH4IMVCHLKGHGkCmmgHE6anJQ1JNG3uqlaV0bGMdS1T1WowpEtusUAREreRTxuCAKMoaRuqVurzo6ck5eX5RT8u+1No5MQ0qc8qOEq+SaMqalAJceh/rhVMSAs1Yxo9MG3K0yXkMlYOpAyR2pOkw2kHRyVoS7JE6+wmGqWIqRWMzcRk6lQlEeytqI6NgRr/eAjFGd9+vxWZuUq5FMixeQRkQGXlVDC1Gi9cUnXjKFQDgscpFVKi11Wjg5lUbKLheisv6+9IbXSI/6ECEjPOsMHolxsNaRXcX6SM716ng21Ia1jWqNS2twZKNx8V+Sc1lWZWpRBNFYIag3Q8UWmImpL1Amp8rD7/fxO25Q/uN//I/8vb/39/i1X/s1Pv30U/71v/7X/IW/8BfWf6+18vM///P8k3/yT3h8fORP/Ik/wT/+x/+Y3//7f//6M2/fvuVnf/Zn+Tf/5t9greWnf/qn+Qf/4B+w2+1+R+/lo48/Xk3E9vsDy/ys1vEyfuiCQODOdVAchplliTwfLmZdLnSMVuDRYdwIB8FZHp+eeH5+ousambbq7rkViCoF1YAzlc45YltsAXLFW8cw9Oyfn2kOyFFJmMMQpcAklS9bS98Hoil4X4hz4nDc0/tBkAM83hnub++xwdGpMVobQzTOyDiOq2dJjJHOOeZpFlM59QVpqgDQxqJCX6GpOyRhWBQm1xyXlBIlX4hxtaoCiH4N9KttMXOOXDO5Zrx14grrZJfdt0C8lHCjhNsF5wheAuXGYdRxUhXH1CS+HsOQV1THqulUSoXpLCqWxSWci+JqGnr6vqfrZDRlraPv/XrejRXnVJHjzjw9P2GHwM3uhmqr/FFztu12pO+URxQTp8PEck50LjDntEravfeEcaDzloKTQlYLxl2g4E0/Qi3My8Q8iZ9D13fg3GoetaRIzIXzeeIYjuK1oTtpb2QcZdX3Zs2mQSWg1q3ntyWzpiQIm7GWoe/VoFCgWQzU6cSSovp8VAnhc7L7c9ZQitEdp/A35mnmpMnYXdcxjhu9QzRZ2Vi1CYeqYwQbZETirJJyrZHCnhLJVDHe8hWPYQiBo3ckMrFmKnLscxWpaEXIj6VoUa5efE/UVZra4dhgNKcr10UN5CwxQiYBCxiZtRsno0SXHWAIYVhRIasoT64ZfAZbKEbGMsWIhX7U8yZ/dPHXXaVzQYueIDnWFIrLirxcSLJyDh3WdDLyIbcFVVEyK8SWbLHVUcgYkyWTB7MiItb4C2piK77tzKunVodERUbhGJXGAZHVqRU3g8EUI+o8gVAEVdIRmTFag40qY1SMnUuBDLUmTDNvU1TSO7euKxeis6faiinKt5FnoZZITDO1LNIatudqKiMsJXtK7TDFU7OFbDCxYqqkZZM1K2YdX4MoqozyyvIV2iA1xCYhJ3fOEVyH13gHsWy4jDGuxzzr8VgRqTbGcJhasVaL+Dru0mOtjYF424gkvaFBNDKung8ZS2kBwWozy9oMNMSkViOqPCMNijyfISdzEUxc8VQu4xf5pZZr1tkmhy/r7zTl4fWISFD4qgfAyLk0EiJ4GTPFdQMthGLH/LvZoByPR/7oH/2j/OW//Jf5qZ/6qe/697/7d/8u//Af/kP+xb/4F/ze3/t7+dt/+2/zkz/5k/zX//pfGVTy+hf/4l/k008/5d/9u39HjJH/5//5f/irf/Wv8su//Mu/o/ey2+1U/un5rW/9Fq9fv+XmZsdms8EYQ4xpndmXInD/PC8cj0c2mw33Dw/0fb96ibSF++bmhk8//S3lXvR88skngOzUb29vWebI7e0t1lrevXvHPE84a+m325VjUErh8d07NpsNtVRCL3Jg33a0MsNgv9+LXJBC33mcd2x3N/T3PfM5UjL0w0AFUoyMmw2pCAdht9ut6ozmUwLSJE7TJOjKdss4jnzlK19ZZazGmBV58c6tHbLTbJpG9Lomo7bZZtbXa0RJ5wzFGVKa12N9Op2oVcYtpRRcp3Jo71dpYtCbPMZIUB6JtZZORwfHw5F5mmQ8ZkQp1XJoZNGXEVVcRCW03W5p0e7ee1Jc1tGVMRcztKZ0an9v0QDn85nB21W1EpeF58cnPv/8c262O3wIFHXPPZ3OxCXiA4IY6cJlV+fVojsXS8pZuUiRFBLJpfU9GmNUGt+DTdIcKJFS7PolkNJyYd5jxCCwhR02lVKpZT3GjTt0LSNMKVGNkZGbuxCNjRPSZ4PL20LWdjldL1yVnKtGz3tKkWP+/Py8+gy1XKh2/a0LeDs2xuKtF8t157BWOA1LnMWLAoO3AWc9fW/p5rAWfuFSyKikOa1WCs4nuqHg5plCEGSkeqztdKwE1gU6F8GIyZopmWKLjn0sriLNi7FU58VgT40GQxh0NFukyWNSXoYWmNJg9gspUq43lWSbgHUDLngdDxpqzZgaqSlBFdfUxuXAqCevUYKmjrtMRptXsXaXnbLTHXcR2XTVQY0V00Bnladhi05N9L0hpnMaOiOvoX4qRht2TNKde6YUQXsu4wDhxRRjQEe6xjhZn7J8nvL/Ie9PYi3dtrw+9DfLr1hr7b1jR5zi3ryZkPlMg54lLCFLbhhBA+ggetmjBRISDUQDCYmOU5bo0EC4Q9Oy5L6bdHAXIWwJ6/mZfBR5zb157zkn4sQuVvGVs3BjzPmtFecc8E0J670rls7Widixi/VVc47xH/8iXYPkrhyLG6XgNiagjN0cih2yyQZCmFEY1o1Ls5JClKoom+17crLEaEirELpZRHpsyhBOZeGwiJIxyYiH+mzUHb/wLrTFaBldNk27mX/ejjFujwe+zwGpa+bt67uk1U85KApVC5TvjHTq77rllsjnr3ES28/ntugo9xPXr09Rf69Aqb/ju7yXnFMpCq4k3/reawjt7XHJD6qoaBk9xZI4rRMhqO37dRmlzvP/gyOev/AX/gJ/4S/8hR/8t5wz/+Af/AP+7t/9u/ylv/SXAPgf/of/gS+++IL/6X/6n/jd3/1d/uW//Jf843/8j/nn//yf81/8F/8FAP/df/ff8Rf/4l/k7//9v8+Pf/zj7/3ceZ6Z53n7+/F4BKRg2O978aHY7wlBCJGiVPGMo/AlZDF27Pp9kZOum0Nr9Q2JRW3RdR0PDw+EEPjwAfpux3534HQ+MVxG2rZjmkZ84/j888+x1nA6H8VvYY5bro33ftusjTF0naACbdcW18/CIQHG8YLWir69Y7/f8dm7z3HG8vpy5unjM9M0czYnUipOrwU9qARZYwzH41F+fikC6+b7+EZybuZ5Kdb0M8sStmIFro6k2hhMyQypkmQh0qbNqyOs17wKrYVgKEiE5AJVldSyLKyL8BYqkXWaJkKMhBCxOW+eKnV8FGNEdb0YyGm1KZJqYSiboaZt5WfLe6+Ijt6undaG5+ePNuB0JwABAABJREFUxBvVVK3iv7sI1GuV5nkbADnvuT/cMV0GTqcTT09P8nNLYbcssxj4zTO+ETl4U8jR4yycJBmtRZZlFt+dppGudBFlTOXE1KJSiKiSUl2vq1ZXImgtRJVWuFIUOOeKX09HiHJdjL5KOFOWDtoYQ9SGXLxLREEj90lKAkuHINflCukuBeWS9xVUCZRsfLlvEvM8EWOg61q0Vpsiq35UfoSQhHPho+htcTZGE5QuXxNlg7Mid3bekuaAKJe05K9oRVQLKHEPtS7Q9oFhWQgk0JFEDdhrxEY/C3qgWNGsYBTKJUJKpKL0IimsEj8MUZMqKZR8i3WeGDNrWJhXiFmMAcnlGGzCpup0mlCpjg8VxjmMaTHbDD6TsnBgVJFjK523jlhlRGeSE8SVlFdSEHfjHLdtt3ytoDAxl2Tgcj+jdSlSQKlAzsJ5SUkIzjFJzgx1dFAiAMgZoy2uFKxRFWVTLiThG35TLgWO0pV/YWS0oxSqJBXXvB/ZfD/dDG85F1prjG425CgTxFOncHMUiahWogoyHjIGrT2knpS7cn8ocjCSQB4VKUeMskKsToqYFCGWMZ3K5T3L5m2txVlfiPYdXddvqeneN9fu/ztqlNs977ZAud3wb/+9NkfXtfP6HMDVLC+XfKj6bCZVUbYIXMdK158v1zAnaVJkBSvyfS1jPVF38b0i6YdUQzkndBblWj2uWtTcRhN84q2iNErbreiUtcqzhlXWv1RDNFU5ru9t8f/e139UDspPf/pTvv76a/7cn/tz2+fu7+/503/6T/NP/+k/5Xd/93f5p//0n/Lw8LAVJwB/7s/9ObTW/LN/9s/4y3/5L3/v5/69v/f3+G/+m//me593zrGuK+fzeeNFHI9HtJaOu6prtNaQA813KuKUxCH1+fl5uwnrov8bv/FjlMo8PDzI85ukc31+euEynEg58ubNA00rtupxXRmXVEiVe/aHA/v9vhD3li3oDq4EwvrAxRAljNA6+m7H/f0Du64nReEZXM5DQS8iwzjQtM3WPW9mSeV46p8rErDb7dj1PbvdrbQ1bVwS4So027z9dtbYlHHAOA5bAOF35W4xigzXmNqJXCVxEvo3ctjtxP207zHWEArMWg3JxstFVEgpFT6LOPkedvuSmhxhFHKq90IYNcYS1kjTiKNwDU6sap5pHAhh/SR3KOe8Kanq+VJKyfdai+9bFJBDEHfYvud0OnE+n+l7CXQcx5F5WQgp4t2nC1ctJOZJ4gIk56ga6K3MZsYqWfxr0V1N83IuKa9l8ZACI9Ic7sRnp+QP5Xx1t6y/szeC1MzzfB1zw5ZgbIxA8es8Mc1zKSako485EdZQQi7X7ZzIPRpK0aGxTpeEZH9DFLels1oIwX0ym4er0gyliQGSK+MIykBBKax3YpevxEAxRDFVq3NxkYpqsrIlmDCTlBh1abvS7SLdurCkhGlXMDOZBtDkZIjJQDHp08pgyRjrCAlCKSpS4Q1scX6Fx2Otw/kOk0BbR8gBYoEryqYtcLop91goi3EhZ5sOp2qBApAk4LCkHldBk+APojoyWVCemBZyWkrRIxuNVoqqR0lJnF1zVCQticDKFGM3JchDhdsliTyVsVhxm02lSCnkTQrp2FqHd5oQVUFqMglpBmrRWWAXKgKRUuEwVFQAs6UCyyb2qbNqVeLdNgu6kpgLTyWnWNQ/MnLXheAsijlHyj0hy7g0x0wKihRk/KGVBWy51+Q6WRRK+yuhVSlBmoygdl3Xlaa131LcKzp4WxRU4uenm/qndv8/VKTU/98iLfU5uyIo3Pxdig+JIShjIj4t9HIJV8xZ0AqVAuL3w83vECO+lPK2PtXXdyXG2/HlW4XUlWz7PbVn/SiRDXWtqdc7xMC6zuKXxa0XzKco03/o9R+1QPn6668B+OKLLz75/BdffLH929dff83nn3/+6ZuwlsfHx+1rvvv6O3/n7/C3/tbf2v5+PB75zd/8TR4fH1EqFxfSSuDRnE6ngpyYbYObRhntVJOzW0+NekMCPD8/473nyy+/YMv9KDdp3dSNka55WQSVUEo26rZt8FZShe8fHnh488DT0xMfnyaWZWJd53JDRaZpoO9bjEa4LMYSY+Z4PPPx4zP3v/OGL778kvfvP2CsdHOXy8DysmDsdXOtaEUdGdQNtz5cy7rSpUTf7zZE5/YBqlkat3KzsIatmKpITM25qYZMFcoGil34zQ1fYNCNEqard4akJWtgmMUsrW2uxdZtp7LMM0PxnYjFWGtZZpTS7Hd30hVEcYN99+4dKSXO5wtN07Lb1WOi+HAYlkWVQiCW7imzrjPrajHG0rWe3V7O0fPrK1pr1mXGWeEnyEgikFLAe0vTWPY7L5+/2dRrQnV1n+y6lqZtadtGMprCWpxzi5InhOLIy0YolD9mCbNLcUMEBc5FVEhtK/4ry4JVV6QrhrDxVVK5Ts4ZtHLFJVauefWyyQqWeWWe5s2kTnhd8r7GUfxnmqbBaLcRrm9zqG47s4rsVVWZUgrrmmKXL8oIzVXabq0l5njjHyFck3UNQsRVEEyh8GlY10wisKaRzETXZ3YpY9OC7y8odxSzr+zQsdi6p4wxClvQAYXCCYuENQVIsWyKiMoJUaDEENEmlZRxUXlUFqfWmayF0JtsLJuJ2aSYjW9wpsWoRqzbTbXQL5bwNguJlEIyLBSPJpdruM6kuIiiwvgSRKdQWvxqhAxaCLl4rJGka2eckKa1vI9IJqeVHAMpQEglFLBwX7boDKW2VG/nLNZQyMdR0KYsUR4pFtAJhSpoTE5Fqlw2/6wkmb1uVLejVqAUstXTJ6H1CrotXjdC7lV1s87FFE2J5b/WVnxidAtqTyaSVBTfGaNR2WGVL1wPwFY6qsIa/wk36JZj0jQtbdttvLXa4P3gBv49FOP73h8/9H3fRW8FofxhOEGQiE9HQ7V4uZnwlM/XwEt3M96poygZi9VG6bZA+SEEBYpVwu3vKGhsVQxWR+VtnUqiBr2qdSiIeGBZHSHUvaTEBaSbLur/5vVroeKpG+53X2JfLp26KDmER/K6ZeQIUhJCoClJs+fzeVt0q1vrmzdvtuqyur6mlLm7u+Pjx48cDntAiVoHqeq11lwuZ8nH0WI2FOdA0kZg777l7u4gmSMFfl8WgddrrHtKEe8s1mgaLxyH0+nM119/Q86iYjkeRe2hjEbba0ZLUzr8pmm4XC4AW1Jx3STWdeV8OtGXz21pu8vzVjQozNaN1yr9tuIXp1VPKpku41Q4BaWQEO+XFog/8L16Q3GAbZSWSzFUUaU6u4whohopuqZ5Zl3WT4qnnGCeFoweN1M75xz7/Y5lWTmfn3l5fgUU67qQUsBaU3JfZPPtuhbnbCm02K7DGhLD5UxYAy/PzxssKxkxMrrIOWGsodENRiv6rsUX4m1VONUHUxtZ5HzjpUBpWgmcWwLTOG0cDzm2tDHijWGb0VMKiVCkxsIPkGvbNg3DMDCOIzYIN6mS1upoSyklHJnC99i8Ucq9LqM0TQhxc0mtigRrq1Mtnyy8gjxdR4C3skb5mqsHhHCVZDTjrcMZW0zQKmJQ/nwzF6oLXiX2okzp+ku44xpZ4sjKBGbFuEDXZ3Se8e0RZU1Bf3pytsVMLJOTIiVDVhIFgDKonNBRk5L4fpCjpE0ruU6zmgmBQqwsKbulgDNKUn81Zb6fQaUSGFe4VM7YjaiMilvcAyqjituZGMlFtAGnLT5HAkGKg5TIhRiaUxnvaCUW78WbTWWNNZ7GdXjXiYeKBlUyqik51SlJE1El0sYoyMUnR8sx1WsihZBwhpJ1kFdiLNEIOZUoAIUUW6aoNaoKxFEJu3UnzRUJgbJ53YwD6rrYOFQJNUx5IWd5fnMsFRHFvA4Z3ynVY8werBCtMakomSyCl1QyKptM+FbtqLU4T4tcfl/G2WIfUQsUQQO+vybW16eN3jV35pZAW7/nhwoUAGV/eHR0u/5+Mk4hc30H9T2Z7e/VnFCahcpZMVtB+u8rlG6Po6qlCvWWnDU6C1JYEZuc6+8rI7zN8FMQRhl5FnsNK47K9XyG8P8jJ9kvv/wSgG+++YYf/ehH2+e/+eYb/vP//D/fvub9+/effF8Igaenp+37f9WXFBKB5+dnXl+PkBV9v9s2RGtdMUGLeH91c/XeX+efpTutlX4lnr68vGxy3OfnFw6HA5999jkvL8+cL0ecs8QoHXkd04QosOTra+TtZ285n0/M80TfC+9kmsUlNVMuXFjJSrHMEypnwhLQ1gEy2nk6P/P8+ioLbs6f2KHXbrXrOioptus69vv9Vv2P48iHb77Z3EqtFShzU5w46SJypnTUE0som77Zbw+qUmw283XjrucwZyHrUW/8dNW/L8vCqRRYtyTVqST7ei8dTb7Z0Fz5uq7ripySgnI5UhSS9lwM8kAM44RP4zgc7oR4Oa9Y54ghMs9TIcEOOOe4v7/fzp+1dRFKhFWstnVZaKdpRJXRSgrVej+I22qRlCsCe9VvG37dyGuycdu2NG2Dbxq8k559iVcDK2MMDiG85lVIk9LVsBUo9edubPqUUKOQT+tYZqlpxlpL2m66svQ3cnMI2MITEa8YMRJMwLqKJN/oisJd063FMfZTUnFFz4zRhShdwyVr8RO3cQdKeCfOWKwxiFQ5UvZDYpEI13FJzuJpIfbyeoP8K6cnxihhmmrGNomkI9pmvApYe0FhSYWMp3OLSla66Wxk9r1ZuYviSCuLIZDTikoKo+TYUojMaUKv0h0Kt03hnMJ4W4zgihQ3JVSOUqCkQlTF4QrXwVYkoxQM4uQqSomQBH3dogRSwppMtgqKIypYyB6lWlCGkFaisoRsyFHhbEPf9XjXA4oc5X5IRCnCCuYhXigUzxWpcHLWWK2KU62gPCmCKsiFmOhJQXS17SkblFSYUpDmTE6RNSHk1JRvNjK1jSpk3RRkxpR7KawTi064JNk3YugWCg8CxITOorJHZ481HSr3JNWRdCKZAKY0PiVc0RpPNQWsBF+zJYDL19R1sut2V5TXeqyxV66Puv6/rrm3aOF3CbP1z9cxTP7ev98WOfnme26/95bTUter7xYXn6IpeUOsVHEmFmSs3D98an1f30d9j1dVTio8se8XVjp/6rdyLU7UFnch/57QuiriJC4jV9xNKZr2Vyeh/EctUH77t3+bL7/8kn/yT/7JVpAcj0f+2T/7Z/z1v/7XAfgv/8v/kpeXF/7X//V/5U/9qT8FwP/8P//PpJT403/6T/+Rfp+1lpeXI8fjcXOIPRwO3N3dFVKt5nK5CJrS7j6pauv313A5kflKl3o+n/n48SPzfFWltG3L27ePdF3Lz34uCphxHJhnKQxSls0wIKOKD+8/3MzgEVJljFthVBf71jvyw5uS87Ow39/R+pZ37z7HOc/X33zNNE/M6yxE3WHYoDRjDIfCdXHO0fe9bOxcb/hNTorcoJJGvOdyGUo34TbVTc5CPG7bFm2Fx1P5BLWS1zcPXgglAr1k09QbvBYkKWWeX5758OGDJAfvxMQuTBONb9nvRXE11Fyccn2qkiqF65igbzpSTDc8jMolsoSQuL878Nm7L8q9sGJsxtnK/1i2a7Gu68ZByrdFn1IY67DGsu96bN2kkUK48pnmSUiv8zwRpoFQCrrbReWT2Xopgp1zqKxZ1VViJ12dBmVZY8JaKSBygUhzTOIWe6PEmZeFNQaWtcrVW6Zl3sjYVpvvLXY5CwM/a7UVhSAy8mlZWNZYjAKLMVqqkQ5yf1QCYUVVUkqFgyEbmHW6BDXagsgEUhZTim1EqlS5vlelkMymkQ1QJaLJW+NdO15bxwY5EuPCsk6sy0LSAWwipgJjK4XKiZwCcV0g6OoMgtENStkyFpRiX2vwTpCNnNcyRgClI0IbLu6wq4y61mUBZyVALmeoHi63jrMxCwFWaXSqX1s2i+oqm4uIOBVOh9QsZLG2KeC8Bm2LYZZDqR6td2WsoVnDTFABHcRXSNRbcu/mlFlzHW0FJBBQkLSsZUSkjPhw5CxjGtm4dUFexNcoIVlmlNFTqm9U5WJNL8RIsOSkCDGzVilqkuBBrcXETwIqRUmplMxvcuHIaC2ZNjEOKDQWi+iRUkG6FEp5LA2mJBVb1aPUgWx2KCfcC1NSE01BRqxtNpdlrTXOUJAiV6wnRPYsTUpNEDfl34pDcc3f4fubeX2+vluA3BYBnxQi30Fetj+b679X1KJKvXNORS5cqvlMQULqjVOflfozyh5TCgmlCyFYuU+KkvpR3/9twfVdQvD1e24k8d/9OShEd34NAK1Ii9lQl0IJUOB94Fd9/ZELlPP5zL/5N/9m+/tPf/pT/sW/+Bc8Pj7yW7/1W/zNv/k3+W//2/+WP/En/sQmM/7xj3+8eaX8yT/5J/nzf/7P81f/6l/lH/2jf8S6rvyNv/E3+N3f/d0fVPD8h14fPnxgHC+lkwwoNE9PTxv7+u7uwMvLizjLNg3Ouk9uqqZpOBwOW5cJbATNECLH1xPLWiVRqpAeZXH9+uuvGcfLZmT25vEB4gtplRvm9fWFZZ3Ffj0nMtIprevCsq5479h1LW8fHwlvIj//+S/49uPzlp3z9u1bvvzRj0gkfvazfyf23wVlqGhGRRru7u64v7/fZqaVZ5JzZrfbbcqlmuDrfcPpdJZj1VcOS9O0JIToa5zZpL/zfGWAO+c2CW2FEK2vCbMZU4qaiiqlKDyGGjy48VwKwbciMm3bopUq46LCW/HF6yOJgVy9RnVmvNv1ZZERL467uzshtp5PTOOxdPFpG7OBIE2QMbaTwjHIuM1oAynhreXh/p65bZiXhbm4z8YYmKaReRFPlWVZmMMCSoIhb4uUaZ4IUYiZxlp8I74lOmuUvi5kMQrof92wMygJYLw937cFyjRN5BnaGLffWV+qdMj1PNfFRhQ6K2uMglCV4iylYliWru+ndmE5i8JEEBK5F6pzsVyHAiGXe8E68XOR5yN8AnVrgEwZdVwnOpCpadlQF3HhL2htyaUw1hZIiZhWQphYwyK8A52IWhGiIWFREUJ2zBYkb2XGGoX3Fu2EYJpi3vJvQuFNyFhM/FpkHKXACFsmJlkkTZKu2mQwOaFjRmlBKIRvJb4XKcklZJWNJBstuzCZHBU5VcRR1EoqJgiJrDIxyaafs0HhizquR5s91tyhTEMGzDoyp8i0rOgQyz1QRjAhsi4ra1jIeRWVW9l4lBHjLvQ1dA8FxoCxCmekWJCKqYyeKGOdYn0vyJlDGYuxvmx+iiVk8rSwLjMxiEeUMYIYA8TUEMJSnrWKPMhIzBolvinFvI5cvFyUxeoGjRQl1uyweofRLeQdmAZVDOuclWdYG0FInPMY44rRmozRbTEN23yCSpFSR0A1RbquUVprah7Rd8UB1/v15tm7+XzlItW/3yIit6/qh1MbxDoiVUoKJDkP5c9KkpXFJE/f/LxMKmouKeYp71+VRs5/UljcvqcqqqieWnLM9RkVMb5ETWjhXdUfvhVFgphJsrRcv+vx3P6/Hr9wHH/V1x+5QPlf/pf/hT/zZ/7M9vdKXv0rf+Wv8N//9/89f/tv/20ulwt/7a/9NV5eXviv/qv/in/8j//xJn8F+B//x/+Rv/E3/gZ/9s/+WbQWo7Z/+A//4R/1rfDhwwchAGpd/DQ8l8tACJHdbof3DQ8PD4jSYN2SdeGKmHRdVzat6xxxt9vRdzs+fnxmmRf2hz3O+WuCL/D6+oq1mr7vQGXapqXrWlYti/M8jyzrLJk4YUWXUZLWNf1SzI2maUACqyxd06K0YZ5X1jXy2ecP/NZv/THOw4Wn54/4VhatulFdLpeN1HU4HDZk5tZnI5cxjbjInjYkpD5EK+um3jDGbpscXDvwyq9YV3HktOpKLpZwuMA8j9uIphKOw1qg5oJi1IfWNw1rFAVV0zSFlFVg4nwl7ba+SHfHiePpLA+Dquz3xLpG2ranaUSxlRIcDge6ticlGe3Mi6iMUgosKcAgvgG2FGC+KcdiLK3zNM4W9KAtX+NRVpNyJhxX5lmKPPFmWDdEphYS1ZGzFpOicAkbFK4qzwO240jF2GiZVxa1oIzeVF7km2Km/D+kKzyeUhKDLFXuX5SkrBZS6vV3SDFS39OtxPm2a5JiSf5NG0qxfvWSER7MshUf9Wd8dzGuHRmUsV8Scp2qai8jrpLrupIyKCPdcs61u65SSVNoF0IwDXGRc5oWVIQlh9KcOHLb4OKOaGSkoNSMcZmu1aTeoLUjhqLS0ZYYdUlYzqyhIEJauF9iKifFy6oNjbGEGMRbBQlEFH6EGOBVl9GQFDnCEiPJCgcnKtnmhMeBFEKmQVuwOHIy5R5QrCjp+o0RV1l3wJkDzt+jjBeyIg5jF4xdSfFcCpOVpCCskbAsMn7WUQoqI3JqjSnclbI5Uez3S0BhxUoyIG59gUQgppVYs390kYqXNcaUggqVCCFhTCCFMrZTCmu9kCNxxFgIk0pIy/X+UIrNZVbuIeFVqNzgzAGjDlh1wKo9RvcoWnmvWmEUWBVRvtxX1qGNxbmmRIyUkY5R27mo5NENzd5yqeTzV05VBvWprXzdJ777udti5bujlNt/v/0cZJZ1Ks9xvClQqlPsdzJzlMZoj3B1igNsKZAVdRRURnJbo3L1nrk+k3zvWJZl2Sw5mq7dvu4W7S8X5pPnXaFQuToVyzFlrscfY7WluKJR1np+1dcfuUD5r//r//o7J/nTl1KK3/u93+P3fu/3/r1f8/j4+Ec2Zfuhl1xUqYS7Vm5a8eYQcuHT08cNRRCugxBJZRG9khrrZi2qC+F0xJDxfti8IWSjkZyYioRo7cWqGAhhQeDrokxI4r5orRVZalxo25bHt4+le5Gb8vX1VTamJRaCq7y/X/ziF8zLxDhdSlWay4xewtQq+XeaJk6nE/M8byOeigI55zDF52O/V1yKnBfYuvLapUqezwVlwGVJ91TqUylzzeWJRUppigNlWOaNXLwW8qRSinmaoXCba5FjjDjGJq6kMs11s4tRzkMIgWiugYZdYOO9gOJ4PBXkLBLWoVT/tnjcFFKqWjc0qUYDhBIPUBGBLR1ZKSFx6mq3X9n+UfKYChozjuJCvIaVWNAVuIYW7nY76WZKkbWugng562hcs230vmnQOmJyEv7FMG7kbFNQC1/Qqgq9eu/x64qKgcZ7dLkHwjKTYiGrlinJdn3z1WxJlT/LaK5CxNfwv0p6XdeFeZ4kNynE8r7Yuk5rrnyU7+UJcR3P1O4MJZyEFIvLsqk+KHKOY7XLRhOCQMlaGXFJLYub0hltRD1THZBTSgzryjQFnOpx8YGQW5JaGecTIc5YP3G4ywiP0wrfJoLRHmtbZN2dWOOEtSspG0EUtEI5jU7iTmqKXDUrKUrSuhKTEDllA7HkZMWHIyZSCjKGKRtLJpZCWdxovdP4RoqyOEfWdSalTMgJZRTeaVK2GCOjjRhbSI6YxNwuRE/ODagZRSoFrRRmqcL1haBrtCrGaZqss7zvHAnFryQCOilBczDFml2UfDGvrHkmsUqxqFVBzeomzs1mqDHGkixlxFMLUZEP22KEmErYYR0HCAJQJfYydlLZoXWLM3usesBwh+GApgdcUfwI+laTrZ0zWOcx1m0IiiomYlZrVJY1WTbrG4RPCV+iNj+UlZFCaK4N062U+Lub/Xf/raLD9eO7o5+KLMzLIPdKqLy0T9GRev42E0oTxTNGVaTlikgqfctdqWhK/t4zWt93VaGO41h4nK8iHNnt5NpZEUDsD3t2/U6ueW0SqeM6MBjMLQeFoizKV2KsnBtZo9bw/yCC8v9Pr7btSEm69sa3LMtK4yU3JiwLp5dXdv2eu/2BUBa0w92uzPcyrlhve6sJRZLqnSwCwzrRtA5tdlwuZ47HU/F9iMxTYC5oTNs1PD4+AOJsa63IN9NFnEHXIERBkkZrz8PDI23nOZ9fWKaBFDIvL0fIhrY7oI3kUfzyD3/B11/9EqUyIQdSWCGK18K6CNHXWPPpaGGats0I2FCUW/M4CUkM28NpC3xfk5R1Ehh+p3q00ixRwga1UYImaEVeJbtoHIWDEOJSAkLFvj5+ZxSEkbRpZraC0BlD37R0voEMrW/KwyWd6Ol0ZhgG+q7H+YYH19CVFOZ1WZmnifP5wsvTR4ZxQKFw1nM6vvDZu7fcP+w2qNM5h1Wi7MlZRjKdb7bzk1JiDgmTVUl7breco3maONzfyXldg6QyRzG/WsJCGFfWEHDecbi/FyTLGJaCUqyFwwRw6PZ45XDa0jgvZMicsSFwcSOTLhseCu+8SJQLQtY0flsQ1kIyrmjNNE3M40S0VhRH+A21iDGKbHwWEm7j5HyLzDJS48zElMxBzgzjhctwZh5HWXhKJItGY5TBmauJ3xpCZXpgjMdoxDArG3HmdA6jHWJPX0yaUsZY6Zqdd+gUSakgaBRZr6y4YjWvKNk4Gmcc1njWKHLkFFfWVYEyxNASY8caYLxoKVyahNFRrON1Zl5m1hBLZz1hDCQWUhixPjMvxYI9h4JaBZZVRhPWSOeXcixIlKTlKqqyx5KzJQUDyZAx5CR25iln8YIpG1NwEBvZ7JfFME1Frq80xmlSIwt/NOJVE9eRnEfWGJjXC8s8Epcgm4MVXoWgFhljNbKJK7QFbTObskYlYoqkrAQVke4HnTIpr1gCMUOMKyFN5dmeQNdixBRkT5GjcE8gS/YNYlBXrhrOygjZlAIGrVC2mMXFQsglyvmPQ0FyGjQNBo+mx+k7jNpj2KFzC9kJl0dXd9trcSQqHLdxyZSx28hGK3lfVc4u54pPCpLv8kl0CXT8Lr+svirqWIsA+Zq8cTWELJ62MfOV8C7NaUqReRmL1UAAvp8ybGxpCFwS40aTMWYtHCB1dbFWwu0hyzXW9bgLqlQObDu2FBMvzy98+PYDLy8vfPvtR15eXmRd8Q3GyNj98eGB3/jxl7S+QVtXrn3tgq7Ijda6FC8FaKFyUYpvUDnHoJBctF/t9WtdoDw8PPDNN19xt99zOV8Yx5nGeryxuNagWcgpcTmdGOcJ23gO93uMEjJi11hiEAdRqzKnlyecsdw/3MvmkQQxeHx8Q1gjfbenaT0UaeHx9IwvXfEcFlKEbt9JQTA6ctYM08y8ZIx2nM4L5v0TP/mtz3nzuOf1ZURlwzR7zueFlBa0sizzjA0ZbTUQMUZx1/bomLj0F07pjG8cWiua1pNJvB5PKKW4uxNjr/PlBCqz73riuop5WbG/18X1TzYPS0pT4ZTIcamEEOXCilEZa3QxjwrkKIXPsoiSRStVeCsGZRQxyaw0K4XznkRmWibeuAd2d3um4cI8rPI1a2IdZVxglGWNM5A5ny8FiVC8ns40fuHN/WPhMiSxsV8XhtORZVkYS7Kw0brMS1cSbzBGQcpYEBtvJQhB3zZ0jSi3UkaKQqO2MVxdcKyzdKrDWcs4DEIQTpl5lJRi7y1LmFniTFYZ6yVYDK3wq2earsjSNEyYVaGbnRAngxAtrXMY79i1O8ISmWfxuXHGFUWBgSJPtVbk6DLDhxgWcgyyAaRIWCIaCS3M1hHXACmzTgthCdKd5RJaZx3Ka6ZlxXlBfna7HTknTqcjp6Zl6We0Ed+V1rc4bWWfygmnNc46jBG3V2NbnBf13LKyjQwl2VqTs2ONRhCQMo/GKYgJbURNldZAzIGoMmsqYWbGom2DzRnizDpH4irpvTImVYzryspI2050tKAsJA+xJ6+aPDVE6zBOo3PGqIC4d86MYwm/jBGlM9bCGsG34H0CvZDySM4Jb3uMakgJ5nlhnRM5anRWOGvwrsMoD0XqqhHlkEhstbg0R01YJwKRRafijZMYhshlHIgkmq7h/l7T2wx2JcYzMR2Z14V5GYRfQsIbMZDzusG7RvxR1CL7hxbUBiQPS8ZlqvBRGkzO6IKOZTKrAq0yMa3ktBDjyBonYphxRhyJc6o5ROI2GnMsm3EotGJF6y3JRGKYUMgYNGZbXGeFjmO1eNmEPJLzitGBrBdJTI62jKM8Tu9weo/VPTpJ0Z3iVBA5UadYe/U2scaWuASH4Zo8La62WZokQIqO8sdMGSkKh+KKSFy/ZrM5uEFDbmXFV3RFChFdEKYY9UbCV0rug6q82z7mRVRpIXAbdlvlzsZANJocMjHNwIizGnebDSRHhC4jUVtGcFkbotYEs0JZ26t44Xg68a/+1b/iZz//OZdBJgWXyxmMIWsxrjRa8dnjmTcPDwWJE+QfqtIqYayXY8uCqmsjBWyVpVd+1MaPQ5DMX/X1a12gfP755wzDufhlCKTVeF8kqHKTDWWsMSwTbz9/x65vySkXTxBHSrFcbICMNpplmvjql7/gPC34pkfrGWs9KScO+7sy8pnx3rDb74qpVUBrCxqaznP/cEdY4eXlwjTOdK1HK8vxdOYP/3Dh/qEhrCONs+z2PTFqLueZ4zix2wV+/KPfpN91kkuhwHnDEha88zw8PGxy6NfXV1ER3cxFvRe+zDRNhHmhcX6DCLuuK52fPCxG523MIaqlGe/bMnMUw6x0M9KJsWYyZLwrLq+5eopQqmgpo4VPIIW91fLQBGMxBfqOa2C8DHRdJx1Pnks2jMCaa5FHpxjx5kL0Ys+/zDPrsrAskqFkTTHRS6mciyhFnjWF+6FJcSWuq5ithaZs1hQ1hpLO3LnNj0RrS983oCipzi373YHd7sI0TyIc0Vq680Isk+/LWyZRJf/O88wyr0xpwWZLTkLoc17SlEOMdG0rQZKoYrAWCcvKIEYcGOOK4kzOdQhRVA/G4W1kVDLuyTFjEVmvRjJKcqp+No0kK/cijXZNyy6D993mq6MNNI3He8f5fMJ5KwaEzm8dYoV3jZbuztiG3f7Afn8vI6IliNoppsJn0tuc/JZDlKKMM0ii9klZeCC6kFWdFg+axnlIYuaWSvcmHXkma8mbiWFlCSNr7NBZYa2hazrpgpMmrKmoc2pmkmFeJ+Zx5nS6FLWYqJjmZaZpwbcZbWaymsgp4c2KphHVShBERCUp2oxZ6ZqV1nsa58hK1ChameLqmskqo7IjK8M4DZAzKUeWJXC5rJzHhayDpHI3ibRCXCEnIWgvYRZnzhSEPWI1vrfkLMGLSoOzRpAInVBVkpyzNGXWoowhxkJmtIWHti6EOOOKR1NMuRiwiZeKBIrK8690EBawXsu/Q9aFx6IVaDA6IIOjRMxBHF51MXm04nKbWEksZCU5SbLhSZNktMMoj1Ve/GViMQZLaSNl6q3CuCIoSplyvmUMLIrDW8VN/Y5PKQq3XJJPXt/51HWschsUeBucx6aY/O7XVJ7fhjaUV0o17PP2eHSR9rvtfYQQWUMgp4W1ZCPV92LKM6VvUPHNf8dosnFstsXA6Xzhw4cP/O//x/+H19cjy7ISU5bQ05Sx7Q7rPU4rvLUcj0cu50vZwyp5WBU/nIVMMbXTlRdzJdDX9aIWJ6Wa+pVfv9YFiqh4RgyKw+FACPETPkZOmXEci/qmRsFrMGyjkFx2VucLH8Fo1hB4fnlhWgMPzpGSwfuWnBNd1/Dw5jcJYSazinnYvBamuCElSYUNYS520bHMA+VhGYaRaXplDR2ataTkmnKj1veb+OKLH7Hb7RhHWNcF7xv6bsebN28ISd736XTi9fWV3W7Hfr//RPkhY4GGVDgQFT70viGl+crzKJ4owidIzPNtds2VVV55PmuIDKOQipvGM80zw3mSmTAyu/em2qsLErMWI73WF6dLs27Qax1H9X2PbzyqECeXZeEyCLckNQ3Pz080patIKW028ZUQXEmfwkivJmReFmWQzhu1cWC6piVrLSM4bfDGFZm5/aTyF2KvLhb7PU0JnAwhENaZGIX5Lpk9H7HWM44jSinattu4IzkpdFZbN+W8QNEpZ2JJpG68R6FYwrotpjW9eV3X4kvjEfff+crPuJmdG6XpfMO+64rHybq9h77v2e339Ie9oBO6Snkl+8Q5j3V6I5VDxjeuFKYF3TGy1lU+StN07HZ3vHv7GY+Pb4sD7MJwObMuYYN4a9JxdWcWW/uafivQ71V9oPFKxmC9b2gbT1hmUIoQAzFHss0Yq/C9Z597VLDsuoa2k3GHd4ZcHHpz4YaFJZJUQkUhEoc1sc6JaVi4XMZC4Ixczp620/hWocxEjJOsHWnG6Aajhd/gtMfZki6bI/NlZNcZUmeLbPfqDSMbSEbhwXnCalmWmWWemGZFWB0qdaAmiIYUNOucCE6OM0cD0YraJQHFMC3ZTFALcVXIjF+aGetkzCJWclKsmmywWJQVFVqIAYPGuwa8Yw0zZMmuMdmSlBdfkqK0yqW0iHmWnKAMWQmRVGkjsmMtag+lxAk5hFJUpLKWaFcky5HMCgj5NisDyqG0QyEJ0BnJkAm5xAFk2RTFsA6Re9+8bjkh16Ljlqj6f7+n3HJLVCGb1utXX7c+VLcFSkWpbjlY1W+qkunrWlX/74y9ESmIrP9aoNiyP6nyfCSWmFnW5aZpFCl+fRl1MyaSN0TSjgoHjePE1998zS9/+RUfP37kfL4wTTNoaVLXEJkjuGWlcYapRMF8++2BN/cHmqbYFCgpUtTmdFviVm64OrdyZl1I0BmKovJXe/1aFyjH4xGlFLt+R9f1vLy8brk6u91u40A0TYOOhnEYBXFoW+IaMAjnwBgjbrLGsM4ycnjz+MjT6yuNlw1hXWeOx8g37z1//I//Nl0niZc17Mk3jtPrMyHIppljwCpL4xyLSeQYxNfCeIzV6GxFkbCMLHOEbAEZ10zTyDgOhQGdWJaZLkmHu4bI6XLZJMP1Iajyz6q2qW6z3eGO4XxhGESaLD973rgrMVwfZtH4S05Ms3jxtVBXfxPrHOtNWnP1dhFIVuGdY9/3HPZ7lIJlGpnHkcvpwkfzLXeHA13b4owhZbkuG/nWWZz3ItENgbXMZavJ2DKttE422epd45zbLPKrBLaqxeRYDE3jyNaiUhQvSqtKto0ReNwrYlaorGh8h7PuqqpZVqZZzpVwmChIRotOARWycC5SYp1XLqcBY2ZicW1d1YIuShCZgati2SFSQDEdm7kMg3S1BelwOROK/borKcGVE1Ovdb32tSszxpBTlk29bSXLKWeWEh4YUsK3Db5r8V27jcPEVEzunRAXUtabUu1q5CeJspDR2oGSos1auZcPd3c8Pr7l7dt3zPPM5Xzm2T6zLktB1uo8vqhyTCHSpQqJS+ecS+crI0WD11bMzoqSYg0r4zIyLVIAGudpd55m5+l0x769Y9fuUFkT10gKmZSKwVsKLGFhibK4hzWRo8HqltYHwqyI68A6ZyYyKWTWWSS2SyFX66SwGhqv2e9a/G6HtR3ONqQoXe50CRAmGq+wDpJ3N4W+hJZa47AappCKq7CB1NFYh/EtVkOcM+NpJYdROCmpWr3ZwvkpKoy1cCBSIIQFpWC3a1GNQxxqdZHQl2PKAa0TKmUsQnrVaLCCXEUtWTcBJ+OsHMEUgqOOqOJKmwml6gCy+LakkkatshBSsw4oXYwD5e5BIhpFSZcJZAQJVDRAC7Tk7CRDKUuIoyluqFkZIVhzVcPVZ30bv+TENajwRm1yM7L5972+q8xRN99/W6T8EFH29vfdjoTqn51zW2HiC8ovBPd1a5SvqpvKQakuwrJmLIuRc6Yicb2OmBJVKSceP58ck9JkbcnIevPh24/87Gc/46uvv+Z8GUT1mjJNI0Xr6Xwha0Pb9ah9z7ounI5Hnp6e0CrRFfNKpVRBI912THVd/lTFdx2R1XO2TP+JcFAqcWlZV9b1yMePH4kxbv4ddaQRQkA7kdjFNTCmkakgKyklHt+8EdTBOS6XC9YYdrueb5+fGcZh2/yd9XzzXnJJpnkAqrqiQWtFiCvDcKHrW/q+w/uenEeWOUOWi+qdB60YhpmwznSdSI/DWv0joG3l/Qvp9eop4ZwVn4OCMNS8na7rSoDeVXnT9/124/TvOj58+JaXlxeOxyPjOG/Kpiq7kwcmlg21IBBlAZL5qaRlLiXDpaIYKSVBFpyhbRruDwf2+x1xXTitgZWZZZp5eXomh4h/+xlamS2PoT6458uFPudixCambX3fS4zBKOZcqsxQ60dNjK7dR+1QTIE4tWIzfzNG42xL4y0oxTCM+CbhmpYUAsMwo5Ki9W0JWJPxRA0UmxeRfhvjubtzKKOY5hMxLpt/QCX51uslapmwjcGcNpKy6kTpEYrPyrqG7V4yZYGMBfqtC1aKiXmaCTaySSMtZZQG0zQXorDFaiPpvEZGbSFGSIKUUazYlTHElAjLzBJyUajJCKeiNrLIxKK4kXgAZ0WF4WwZW2hL60Xqba2MyETeWWWrskhV12WlDE4bqllXTldbbhndFHu1hJDCQ2TJME4SPDlMI5d5gABeJxrfsNv13LUH9n5P51o0tgTpyc8SK3qByOd1ZlmFvBzWQOySpIj3E5fLUAweI74xWAcxTozqzMoC0aKVx5uGxt3Ttfd0TYu3DSDuzynGguCtxW+l5P+oK4IpBOMOawNGLxitZPyjozi6xkiYFUNemEbhxiijMUZJwWE02har+CWyThJIqrIQZC/zyqAXsc+3BuOKQV6M5CBM5bZp0E5MtNAR7Q1N06N1i9WBpAIhyzVLWTgjmZnMRGKEHMulLUWKEmddsuTzqCz8GmvNhlwIt6Nc6+pKhyJnA7lF0ZWPFkWDKq6wWjkMDrQhJxlp6PJMV/7JVigIGEf1FbnWD5n8KyIo9XVboHyXQHv79VeVzjW877ujIBFlSFNYUZUQAqmJN99fVEyqmMYVv6ISPo02SnhSs2axK5qC5tzYEKh0TSAmC5E8ZDEfnMaJ9+/f8/U33/Dy+sqyrKwx0HU7jHWcLy+M00QuLsOtdyzLyjhcGC5nTk4zD7IfUlGaW9fssh/dWg+IksdsqsKUEsNw/r+/EOX1a12g1IsSiqumc47gwnV0kIVrcj6fWZeFtpO02mWeAbF3f3l5wRSU5fX1lffv3wsfo5AvY4rs9we8dzy+eYNvvEh/c9V5R4yRELFdv2O4HFmWif2+p+saTq+jhM0h3bxzLZmVZc0s84hSlv2+43KWoklrzcPDg3iqrPN2Y1vjZI5rrrr0CiPWcVU97grrAwzDyJeff87hcOCrr75imibWNWweJE3TbUVNTa8V+TClOzfUBNA1rIVrc7VCt9bijcU7IwFpVsYFYQ1lnKHJUR4Obx3hPqCMK1Lta9rwUmS8wu+RrkLdQKd93xclxxXtqQtBRVFqgWatqFskgyWX5FZK7pGVjW6YabuePivGeeHl5YRJmtDEreA53N3R73fC11lDKQAcvmmw3rDbN8S4bHJ16Sz0jXS9XJsQpQuykH0umRaAStv4xRTFwe29DWIkp2wNypNUWmstvigWaqc1jRO5KErqMW/JrdT57/XcJTJLXJkvI/P5IqZ66WrSVru/GD1Ncy38QJATlEGpRCrmVhURuh2bgsyhRf4YC0dHTMGU0RvfRq5jLjNsKSpijIScIK1EI/lF4zQxLSvDvJBDJBgwrfheWO9krOLE5txkK0oQLTwfkOycJQTmZSok16K0W0IhNM+FP7TivcE6RYgz43RmmRfiIuMKZyy73Z79/kDrfTH60rRe0M5lWSFJcboGBUjjsUlFraHKrGWjqonDIq9WWgmZdlGkORCSmPdpq7FFEaeNZC+HHLiMF+ZppGmFOzSOF5Z5pvEeawQ1pBSDJivudjtmL0VRiAHbWLp9z5kB7SyuMRjnyiivog+BrBaykjiBjIG8lNGdRAkoJQoySRgOstGauqkXlUwxH8s5CvKSI2AhdoA45hrVY3WHyR3GtFgcVhUDO6WKQkUs+29DUnVBBa8oxhVlua0rPilCvlOAfPLKfLLeVCT5FmX5boFSj/OWZwJXP5GKrFQEtMZ5XJ+9Oj61W9NT0VVdHH+9t1uYq6DgEqyZc97S4IWPJnlOYSkWCdPE6/HI6XxmWVaWEDZJ+lyQXGOK2Z1WqJxIZX2bl5nhfGZU9VxqtBXU2zrHsswbel3Xrvr+TVET1eLlfL78hzf2m9evdYECojBYp5nHx7d43zK1IrWdpgmrxVFQ+A1OOuMQ5ISVgqZtGqZ55uPT07YphnKB60zXe1tGRrncHMLBaFtxMJ2mmcvlxDTN7Hc7pknkr4fdHW3reHm6MM0rXduzfzjQtpbn18THbz/Qdzsa33FOE6DwvqZosm1ASokFfZWsppR48+YNz8/PG5KQc96Sm19fXzHGsN/v6XzD8/Mzp5OofGQzdBuL3Ggro4xpwhhbUj29zJC5moNJ5SueIkZrdrsWEHIeWXgu67KUBFqFSqnYbQv06KyRgvD5habfsaRMU+BCsXdX2GKSVouU2hms68q+P4giKUb6vqfve4CNkFoXKbhCryKxXWmsRbedLO5GyJ1zQT6mcWSaV/HpSGkrwKrL8P7usFnMN03LOE6lgPE43RCKa6Y11/yjqBNN00LW4jMQRrLKwiHxYrYlD6wUlX3fFc8GQXYUIhs8n88SPFf4RLVDqdek+sJUR+HL+cz5fKZ3nv1uV4oA8URJN7P0cZpYlpm5SNe1xPiKoVaW93A+XzbY1vt2K3ilY1Uy5tEZ7Ry7/QGtLWtRIUkY2NWszjuD8357nmKIQrYzdrN3SkniILTSOKPwuiEncY8XIqal7e+5f7PAxTOsI2WwSCpIiTYOiuRZG493Pc4Kr0hpRVYi2Q2laFxnKRxDiVRYloWwlntJi6ojpVXs9deFGJaNK2a12bpGW0a6IUSa1Rd+Uih7j9nuT6mTImso5G6naVuP2PhrjG0J64giF9KhlpiLaWEu4YnTPBJTlNEzmXkVr5qubVlaxfn8xDhc6NsG70TZ0bSu3Cct+6ZhftWclhHXOLTRXHJgfJ14vbxivKPtWnxJ344xEVXGdZZuZ3FNT5HFkZkwXszYclJY22KUcFliEGVg0xbvIpXFtK4UwtM6Fs6aZl0hrTsaf09j9hh6dN5hVEdrW/IqElZvbSlwxGCvSt0/GY8UJLJ69NTGwRQ13NWT40p6vVXk1NeVF/V95OS2mPkhn5H6+duvq7/jtqBSShGW9ZOGSz4+9WQREnTCWsMaHTF5WZNj3JqRasRY3YQVwl8bpgnjI0sIvP/2A6fzhXWNzEvAWMthfxBbjfG8PePaGIkz0KqgoYppHLEkUXrFQMoKbS3et4KCTxNLWc9vj7uac1YhQU6JYRj/w5v6zevXukAZx5G29YVMKgetzZWks6wr9SbTSqNE1CEEvbJo1KLkcrlsvhW+8YQUN0XIOI6FHKQ4Hl94eXnhs8++oG0lots78RHJYWYYFiqh6XI5YW1D1zc4V1waSyJuKChHjJnj65kYc7Hot/S7nsPhIKjBLbckBOZ5YV6XbXGUoDy7jXiq50nTiB/MeL5glGYcpy3Xps6vpZq/zk1zppAxLZAIcSXmuI1RlFLEVNj9WTp3pUUhAUoIp+Mkpnmli3C+JYWFkBIECbvL5A0W3JAgJR4R17RRIStXiDCXcV7btgVh6hiGQUZyN9lEshGIfbV0colspPuQwlQKvx6DEjKEvNcilfPeYZ0t0HQx3AorISyEuMpHWsk60XqBqXPMhLRKx4USZY3z4oGh9DbycE6CAQGZF5dRmnBnJHk3rmEr9FJKLLPwOJzz1GwcgGVZqUTVUO+LZWEdRl6Mwbct/WGHKefSlI4zrIHpfOZ4PrEsK84Y3hz2cn9byzIvpQAKgKf6S9yGBEp3KIm4pvGFu1M2oqQ+2TBqF1t/joy8AsoobOPIqM0XoohF0EBjG+kajcY6g206bNPR3t1zmc4M80DSmbbvaDvPrmtpfEtjRP2hlcPoBq0a8SepY4CcyCphdKZxJXeocFJC8fDZ8qa4Xv8YV0KchH9RNxtjZIRihJC7LBPBGVLyItPPErC3lk2oBjUKF2wipQXr4M7vWNeFaZqYpuJRtK5C+r+cOV/OnM6nIgkuow0no0rxWjEs04pziRQ1Ju1Zxoyl5eFBVIdt04rCcRzLWFARZo1rLI0T3kgYB9ZJMZ0WElL4z+vKtC40vaHfO3yXaftMv7f4dofzpiBUhuw6krFia78aco7o2NO24iargoZ1xSiN1yspZvIKLIm0NCyrJxmF04rGFqPCVPw1yKQQUIhflS3n8VM1jaGaiFU0Aq5UgOpee4tufPfv9XNSpH769/rnH0Jbriqh7/NS6uu731eRlk+LE6iChg1RzYpsIGWLTYaYvYwSi7FjDWitSGl9hpVS9Ps7LtPEv/3pT/n2249Miygl+92O/eFASpnT+UxMWdYYo8ULRYuxnjVynxsFMaziPZTEO0l+d3EML1xB52w5tivvR4qt6zEvy/yD5+eHXr/WBco8zzw/P/PjL38k5l3zTFiE4HdLUqonqo4u5iJDFjhLqsZpmhjGAeOcLOrGcHd3J/K+deJ0VsyLBOvN88z+cMCYwoZfEymIKc08L0zTUtQQWQh1+w6je8ZhZZoGjI0M4wWyYhoXjsulQHqinOn7jqbxn3TMOQs3YBguXMZxc/4cx5F5noXkq2+C6ZQQK+MaWFMqC+IVnqxduOKKGNxGcmujMUXvXl8iTZaF01pBCZx1YB3GeOkGyLjGQ84s00SOkRCF6+CsY40RH5Pkb6hrvlFSbNLcXLgo9TpVQ7DKL9pIu8W9tR53VfF0XYu3lmWRokwjyJdRGu/EA2Q2QXgw2uAzZRwjtvjGCp/oeHrldBGvldfjkXG8yMatYFkyVrliTJbKWG0FBJ7NiQ39iSGhnRQSMccS6CeOvNWgSakZTYFrl5UUonA1nLhIVpVLffCFAyQL0TRNnM9nhsvAOs8Yo/HHlmyEBK6dxZTuapknTscjry8vhBjp+w51J/4+xogJHogD5GYWVYrGq+rLFBWQKeZNWmDonFiDjHIE+XE0VuTNjZfR4bKCEEw0WlXZ60pYg5D1vMGYBmtbKe68wzce7Qz3KoNWTGEueUcr2Qgy4aymsZbGSHFCksA+Id8asXJXCqUSmkTWmWIvK+iCy2hjrwVxIVzmHHFbXkpHQmTfuRb5lE3GJpQ12IIaphDJUeS39HU0ma4GgPPMNI2bSmwYLzw/PfPycrnywNZVxpHjiLXyDOSytsVhKRuYcDSct1ibaX0jPJac6Jt7+vaBy/lMXh3aSrMQQ6Dr90g6s8dYxWW8cHqesL6h7Toa12J1ArUwrUfG48p0HjA20/SW3R6MLSZ3ZZTbdEtpmmbG8ZW+b/nsswP2zZ5cOHopGYndOC6M4yTFadZcTi8Y09E2PYf+gTd3DvoG1XrCIgm9zrriQp3JRhEKAfsWlbBFxVfP6+16d8sNgetztHE9voOsoD79evjhUdCnxcv396nvjoQ++bcf+P7rhPT6+5USYrCx4gacb8QKKt8QdmPCu3X7njkEPr4e+cM//AXvP3zLsq7ksqZ2/Y7zWaISfNlPhDYQccbQtR37/Z79rqfxHqOksLXWioqneMiQEykGYhDl2Ma72c7lpzlGOX0fcfr3vX6tC5Sua0lJpMW2LC6VsCj2ylcLdasVVmlJdHVOqkInN/Y4jgyzjIb64tCqjCZOQZw5tbjOyix+z8tL5Hh8lco2K4bLTNd0wh5P4pjpO89n796RIoyXV0nWbQzOiicHpRs9nwfWNWyKFnlgdCF8SvFUxyDeX2PvjTE8PDx8Mo6w1nK5XDidTpvCad/1nxCUZFxzLeDqQ1DnhbXbkN/VsIS1oEjXmeg8zyyLbESpSWidS5da5HBKk1NgCYGcxIF1WWXeeZlGsjY0Cdz5vKE6WYlQ/nB/t6EhGyKiNcqqrSib53lDwGo6ryAnwufoug5XNr5lmjFK+CfO2ZKjEzmvEzElmk7Oq/BIVqbpglKZ/d4S4szp9cw4joWfMGNtJZlq5mnCGFUKEXEWBWiaVha8JPbt9cFfloWQwoZIzPPMOE9b5+StQPFGaZLS+M5z13Ti0ptSeR8T1srIMYTA8XgsxOeRYbhATrjZ8Ho+kowCI2RjZ20huCZskVVbbWisoRIXUxI7dq0Vfd/TNNcQRIGZIYSEVklImhkwYjQ2T8uWEyUkZ7PJ9pUSzs08LxIBYTzeNWjtyRnCujBNknZrtUI1Dtd0eN/QtC2+8dgy69bWEFIoTq6S9SQtdsBocLqkFgcgyiKaJHC4ONUWlW6Wub5sEVr+00Im1Vo8bVRC5OHGolQmRBkvXF29MyqXDl1l8Y5ARlXrvBCWIqNOQpodhoHj6ZXz+cQ4DoSwMo4jyzIxjiOvryfa3T1KFV+f8mzELLyiNSaWNRDLAu99Q0wSlGcb4UY1TUsOK2QZ113OI9O08vp8LMeW2e92uJhYQmCNAaUldVyJLy1ON+y7Oxov6cnJJE7jkfPlxLouEBPjS2JeZpTS7HYHXOM5nWZ+9vyB83BEkzncJebXkfODKL9kjGwYx5nT8cL5PEp+jxYk2bjArkusB0ccPEMXuDsElnFCZeGhtd4KMoVmidJk9n1fENlebBSiFCM1gVsXufcPFSG3pM6rvUIJ2YzX5PEfen1SPJQC9IdMPn6oqNk+l7//ucrpun7fTaFSvGaSUuhsrgVOzsQQiUr2sKasaU/ffMPv/8vf59/97GdcxoHq+pyVLlLziLaOxlxLAY1it+v58osv+K3f+BFv39zhjSHFRQoQpTYEZY1Xi//bc1eP54dIxt9FrP5Dr1/rAkV8JhSHfsfd3T3v339gGqebilVtfJQUVoEMjRB2ZHZsRUa4LAyXCylnpnniPFxkA8yZpnHbeEepTNsKGW9Zpi0IblkW+rZHa8tud0fXNfQ7x8P9PVo5hvPK8/MJsqVrZUabEag7RaSTVJoUwyY/a9qGtm23aroG8e12e1RBSQ4Fxck5lzFUs6EP67ry9u1b+r4vFTZb96a13fgLRsvIoBKrqopDqzJPVEjHXM7ZXNQdISxQiJFdJxb4uniMxIL2JIRnYDx4JYTJcZpZ1kQ7S5VfwxyXeC3Sahfri8RWK4XOV3+O2hFVvkj9kGTpdqvsNRT4EyjjqWpfP44jKYHzjSwIKaGtJWfhYvR9T1biOXA6HZlm6WQVSGGbFKnIfqWTVeW8RNb1XKTFMhapc/Jpngk5bmTVpSRMpyTy89Y3+LY4wCIS48fP3pERtPB0Om0oUS14hmHgeDxuG5rWMHuHDytunpjmabPLb9tWzscuY9ACtSq5X2TRUOVzEmtQJfjLspDTes1liqCMKHLUshZZuAQwzvPINAoPJYbEssYN+lXlXrJGEDetDCEltHI0viMjShLnOqxv6fcHuqJGU0ZcepUxeHXlt9RQxcgCKqAxkodDLpkyct1TzpAjJT8a8eHIZdxRAwqlfAnrVY2xdb5KgvUydiMcm4yoaxRiGpdFKTPPE+fTwnC8MJwmpmHkcjkxjBfGcRB78yhma+N4kXvPKLLWWCc+GPOykDLiWGydpGpbL6ZlMdJ2PW3bFFKyjD26vsFZSyChUuIynplH2RyOxyPD5YLzhvPQsbu0WKPpOo91tpzHxDQOTMPMcBrZ7+5o2hbTADHRqAZnm+JPotC23A+zJSuPjp5Gg272MtJUlsuLYR0lwmEcR3KW9Q72qLWBJYK1qLyglEGnFqs6nGow2bIMk6CCCmaVmC+C4g5r4vUyEULcwkkrh642BYfD3WZ/LzEkeuOBVE7XbYNT941aZCvNJ5//boFTX1eUZaOjf+/13bFPLSq+/zXyUdd1eektcTkrEZtX87P60tpgvC0NiCaFyPv37/n93/99/uXv/z6vxxNaK1LJyKmTBe89KL01P9oYdl3L45sHfvKT3+Anv/Fj7vcdmgSxppgLuT3GxBKuzyHwCRG48k++e96s+dXLjl/zAkUInTlEqgfG4IaNiGVNDSRTnMeBy1k2i7bryqgA8QcoSiBthDCaM/Kgx0AImq7rsVYIodkYHt88Yoyj6/a0TU+KiE/K6UyOM23nWObIV199zWfvvuCP//YfI6Wf8fx8ZFlnpvlCSrXbFut8a62Qv7Qq/AK2TUO6z5XLZWDX9xv5sbgBSBpzztvs3DuBQj97+46+bUVVE+T3SVemNyShwpyVXyBckpU1rCgtLP9U7OtvHAgoFPftZl1CoG1kMYgpitmYQhQHzkIrC2JYhHAaUqLf7WjalhgDyxA2VVIdRVWScE6ZFBLDNOJTZO/2QhCcZ26r97ZtaBrPOAwsZNZ5LJ4wMp64DJEYZEQlJlOVg4QcS5ntyz0DKE3jHN5ZSJFpGsVrpO/wWkLJbpU7yxIYhol5mpmmFe/Eb6VpOgngWxZCDjLOM7b6L8mVVAK3t00j8r9VwtnI4BvxF7hcho3LUBdSQW6KX0wUC6ysxCPEFN6K1oaM8FaEgyOcJYB5HrkMIykLUrWG4gyMwlhbwg4n1uWq0NF6IGZYo7iOGmtK+KFiXWaG4cyyjEU1Iuqcpmk57HqsswyXGWNHrC9uq9piTYNzDY3vca7BWI9rO9puB1ocjGNWqFQ6sKykzkgKtMJqDbq895SKcaAUzaaMa0ISQrfKiYwhIc6pKcXCTZGmJtQws3p9Nsi9duEA5eejSCGxTAvny5nj65Gnp2c+fnzi/HpiPs8lPHAlFv7NEmbErE4cj/u+Y7c70OTMmhLWGJQxaGuxzpGBfdPS73ZcLhchQu+EnzYMF6ZpEOSspqSnhDdOwh6L6/JaLNeJWUZjqqHpG5TRnMcLx+ORuMi40ZoGlcV/ZF0X8hCxjUFjWZfAOEeUcljXsgY4Xia0mcWFNia869jv7+kaXwq3yBxG8ioEd4UGZTEpEA00rSekAUjyXGWDioocJBjRFP7YPE6cT0eWdWWO8FIKlKaRRFJrPeQTp9O5GBNK9EJt5sZxQEwXpWDZ7/d0nYwxmqbdyPfO2XKPyW1Wi9hUukXhJ12VcahrcfFDIx74NLdne6lPHXFvb7pb5CHnVBKzdEEkK9qdqU60ClHtAbyez3z9y6/4F//if+N/+9//33z7/Cz8rixrJkrRdh193xNiwswz4yQRAm3T8u7dO3784x/zWz/5Tb784nO6xpYCRYQLKIhJ7AvWINlOYQ1b4SMFSireSoXIW9AlrcVj+Fd9/VoXKCBFSmPFljvGVdCNWaBDZy3OGVIUw6fLMJGWtchPE7v9Dtc0Ehz38Ij1Nwt/CIznEZU0em/RWREDuLbDeTltu66TnxUlyXgcTygF3a4lA19/84TSDX/iP/uC3/jJj7mMA5fhjPMW73umSVj4SlXykGTm5GiJwWB0IyqQQeTQ67Jwd3+g6xqenp54ffpI0zY0ztC3DVaLJ8oyDpzPZ7zV3N/fbWZY43jh9fWlVLdiYZ8KORbg/v6BprGMw4l1mdC62VQ43nk0IyQJ5dPVnjpG5mHFdw0Ss5KKIgZiSOJq6T2aUl2byBwCSUXJUFQR6y1N9qxxYRiUdNarkGlVeW/jMoq3hFb4kvxpm4ZpGIuWv6XrxBMjp4VxHMCA8Vb8HqxhDoFQumltjIwPevGwyIPiskTGZUJrhzMDbesxSWExeOPx2jOmSFYe3x4wKWBKkSM5G4FxEBl3ziPBC8w8DpK3MQwzc1pI2RBLI980HURQZVJhjBTQ07Qyr4FpWQho5mlhWqSDmdfIvCZOl5E1Joxr8NrgmuLC2vYY19K0O9ruDoxlXAIK2XhDFEJvthZNRwwrcygkQiNOuWiYSnEynCU4cC1kae9bQo6FD8NWIKUkKd8qC4clhiAxBc6z7w8s54VQ/Fi896xRxoR9v2N/uEfrCWMHdvsD/e5AQjHHKOdGqcJREhLtsoryqu0aQoiEFIqplyKZLMm1GpROMuNJCa0TTlv5a0wo5Ta0L6Qoyh2rSVoyoZSSn6OSyDVjVabFINyTHFkGQUi++uXXvP/wgW/ef+D1eGYJifPxTF5TKdAsmUiMK5FYXIs12lmy8axRoh2UNSwh4Zse5zvEodPS9S0pJ7yz3N/tsdYQ1ojNGubE5XxEh8zd3YGu7wAlCN08MQ4D1loO9wf6ruNQDBOXeWJeIsMYGKdE03QipwYarcAZXNeQWGmbRvwxtMV3sKyJ0+XIabiQMvRNL2nduhWDPSPjOutE4m1Vg3ea/U5cjJc1cs6jHINOpCjp5yZlorec4lrUgjuytUzjyjBMjNMonjirOEMLGtKy3+9Z18Dz8zPrKmnN1skotKlJ5kFk4PO8MAwzX331nsKUKAVNx+Fwx+PjG+7vH7h/cxD5urEYrbdihczW1BhVRtpSpUiTyM1Yo/AfY4zXombjbgiOV0P/qkQaxNgvZwEtxDVWo60EOmalUEYVwrRk64DifB74+c9+wS9/+RU//YOf8vOf/5xvn16Zi3dWyjKKbduWZV4ZhxGlJXIkzPLc7ruOXdvw2eMbvvj8cx4eHrBWF7VdQRWJEjgZJBgxxLAV9QpV/I3yxqOqRVYd+eSC2v8qr1/rAkUpSRC+3x+AYuut9WYyZa1YWmsj1uIP9/fbGGENgRQT3lhsq8ldh3WOaZr4eDpzOp/RynG3v+fd42esqxQJl9NI0wj6YLSMPbSSyvTh4Z5lmbcbxpqGrt2Xjl1GB6tRdF2PUoZhmFn0QowBHXUhdRnWNXI+DSh0IekuaC2IgkKKsr4ojMQeHc6nE5uNe9syTxMfP34EMt6L+2lGOsuwxM3tVLwDFNY67u7vaBtHSkK0bNtOzLxCIAa5wTSaxnqClhm0+DcESVAtXXkdawg6UxKdgaR0SWNdsDoXVYwk87okpkDVa2Pz1LBSTKwhcJlGQspFpSOZGwkxQGvblt2uL2nVsuMv60JYFdZ7mq4VZVCVVFtD3+/od70smCFyPM+QBLochxEVo4R5XUZUVvT9HpvBtC3GNez8ARUXhmEipVWyKbJinlfA4J3wkYZBxkPDNDPHhWWNjMNIUwoLjSKV741ZsSZF1BplHS/HC94vhZwcyoJE6UjEk6Rtr+6NOSM+IMaTMYzLyjDXkVbCN1fXx5wz8xrIWFJUhARaJaZ5JcRcHItHxmEgFN5PjFHm38WlVxcEL6Uk3C4n48dUUpRrRzhNK8tcJLFdT86OGIuPzZyY7IwsbxPzujKugfu3jxzu79n3O7rdDmuKc7CDpnEsS+B4PtJ2Hcpo6QatwnqHciL9zSmiNWhlhJtCSbVNEKeAVYLuoDVrQf6s9YCMPHQOpBjIcWWeRF01Xk6MpxPj5ch4PvP89MT/+e/+HR++fWEYZ7TztN2hdLlBZMmpJP06S+ca2r7HaMvxeOF0GXg5DSzLjLYC/TdNQ9u0EtXQSqZY2zb0TcM8Z0FEYmIZJ1HwGE3jGhrXynORpecWFc7K3ntRdu337PYHpmni+XjGO0dImoRlWgRZss6RtGKYJ9aSGD1OE0qbq2dLQZV8owRN3tXnayGEBavypmKSZ1nQu3WZCEpLEZ9WKQJReG/RuoOwcnx9pfGOvmt5nmR0TSlq1ggBg7GGXeGezPPM09Mz3nvu7u64u5P0cedcQUTEq6bv9wzDuI26h2EgxsgwXJHJw+HA3d0d/a7j8e0jxomZpfMy8uz7HqXUxvvTVcSgNd5I8GeOImXPVQpMLg7VZdRI3tKIr8RdvTWqgnQsha8h3ie1EFBGvF5kJB9BadYl8OHDE//y//h9fvrT/1MMB6cV0/Q8PBq+/fieaZq3EW0dkU+TqGlilH3EOcdhv+c/+53f4f/127/Dj370JV3XbiNQqIVGIejm2ozGsufJ69Ybpu7F9UMphXHDr7zH/1oXKN43xURr3TgSKcSbf5eTnlPm/t7QOLGLr7N7467ET3Pr7oegGVpTOsO4SXm11kzzUBb8yG632zbTEK65J8sybbbzHz58IMZYZvp2u8mtMzI6KrDZfr+j73cYo/j48T3H4zOZhDFqk7ouq8J5y5s3bzZptaAvyza33O/3gPAWPn58Yrfb4f3C5TJQCdSmGL4ZI4tFipFlnlAqYK3ZJNT13Fb+xxokf6jmuNSZ5PUchI3TUM/tNIlvTCg+LuMwsO8b1iALhXN+u2YxRnIS3tA4jkIKdpZ1jazzilVCggQlEOMSysMl4wyjLbvdgRglnTMFWSTiGjDeC6SaBZmxxuCMbNj7w56sHXEJMmZbZ6yGjByT9w394QG8B+tQxrJvHGmZCOGF83lgWQMZLf4exsq4yBUzvSRQp9UWW4iccU0siBQ5pcBlnAklAXsJYgDYNtd05RAEtRiGYSOJ3hLR5BoFkQLmyPl8LpykYXMX7nftJlEHQT+MvTpAakQGaJ3EPqyrfOQbI7d5FTnuuRhCVg8e4yQLSBkrsK6SxGOUYZgXCWbUugQ6iNm5yplxmYmKTYHGsnB8/zXTMjGNA/PhjsN8oG07dvs9yzij2oZd10rqeBbSbkyKNQVMqia61/yfKo3MiM2AUZp+54khCeRsVEl5FrdOkbcG4rJymS5cTie++uUvOZ9OTMOF4XLi9PLKeDlzOV/49vmZ03kiZWitJI23bUMqKO5u12GdJqskXK3Gl2J55PnllRhk80p5xVlDDB0qJ+yux+pWNiqtSSEQizrPGEvTNsxLgJxYoxTxZqH8rETbd/hW+BZJwXm4MJZNOoTAbrcrHjVXEn3OmctFfHD2xrDb7YvsXDZLCRDNm5cSPhPniUDmchmIa2TX9jLis6rwpgTde3r6SNt2gpKWsWSMicP9HW8f3xDDwnA6wY0VhHUO6zyoUhgpzRpFDl5FA5WDtiwLp9NpI7zWzj7FzDStrGu4et6Uf6vHXMUE8rnEH/7hHzLMw2YEWTlx1lru7u548+bNNha6v78X8rGzGCUFlHEeXUZDWSkp2FK1/s+oKEiJhPxBLeZzTkWSX69HUcEUpSNG1oaM5unjC3/wB3/Av/7Xf8C//Tc/ZV1X7u8f6fd7UpR7veu6a7Bq2edcacZlLxDPrLdv3/IbP/4xf+yP/xaff/5O/JmsKXSEKx9GxlSCcG8jz/yp0qkWKLURuh1tVauFX+X1a12gnE4nTqdXOt98UtlWfkUlI1rnOPR3WC2cga7fsb+7kyp6HDmPI3kQOD7ljLOevhfkYxgG3r//QNvKQ1wNgG435ausdy58Ddk0LpcLP//5z7m7u+Pdu3eFEPq0jaJ2ZY48zwGF4e5wz+PjI23bcTqdGCcxg8sIPLysM22Wsc+7d+8ANqJpfbiqTLe+z3pjXC4jp+NZNiFtbshgauNyhLigl7SRp4RPUhb4UjWH6mZa+CbVLyTEypvQG4Gxyv+qlK8ap5EFBSFn5mkqrqgeo4oyRgsRsRrq5ZQJa5AuqN1JonTKjMOI0ZGu7Wh8w7pGxnHCF7MpqeyvErf60FQXxtuq3jtL20SmGIvKKoOqx2hpup52t8e2O3KR1h52somkbHl6OcuiaT1tXyy4raUt2UHGO9KzdJ1vHh9pm44cUkk2FoVRzLKpa+9RKRFC5OWb9yzLzOUixO2mabZrXIlu9ZhCCAIpozalUyykTa3VtoDXYrYSBIV3IgWtNcX+HEcIKxTSHV7myjEYYobL8cw4yc+V7hDWNW7Ewly6RVNcYeclYJWmaWWjnOZZFGIxCt+lqDEOhwNd6kSWvcyMlxNpmTmdXmjKc/74+Ig3IqGkcLXCvGwjKGc0aEVKayGtLlyGCbQozdYQIUZaY3jz8Ib93R05I7H3ywI6M5xPHF+eOT5/y8dv3/Py/CTqm+FSxkViXjVczpxPZ7RS3N8dQBuUkbFA21jZpE01LJMN6lY9oo2m61tikOs9XAaa1tM1ntY7dl3L3X5H10kq9nmZ5XucRHi0bSuKlnlCGVEfusZt3CbvrfDJUHR9i3eOvCb5vijcvcvlwuVy2ST8t/wHpRTGOqZpQSsJwFRKb0aK5EzrPbtGlGmNMsWpdGFZLA5T+HR24z4dDnK+QzgLCuMlYDPGwDwNpHnhcJBj1loLX0ob5uKImspzfDqfGcZRxjhNszWENVG4NkRKXRVoMabNmqGu4/M83yC+aXu2cs6czxeGYdjcnk+nI/O8YK0pAaIyXnp4eJCPN2+42x843N+x60VVZKzBFmSYIraoI4+UssSJyGpeuC4Q1qJSK8+0xHeI2dn5NPDx40c+fvvEL37xFf/23/4BTx+fxN7CetYliBeTb9nv7ii6tY1MXxvb6vxaSfd93/P23Vs+++wd+8MObbRwG3VFdwQ1qVzFOvGqDePtS1zIrzLv20YqhF+dhfJrXaA8PT0RwsKh32+MbN95Pv/8c3l4mxbxdLC0riUHGQM572iaVpjIJUiv3oTO++LzcTXFunUkVIpiDmbQ+rqBVV+Or7/+mtfXV9599o7Hx7fMs1Spu90e7x1PT0+cz+cykmiLpHjlch5ROtH1LW3T8PLyLNBba8k5YAxCrCty09vsmcPhsFWq1Rulqj1yFgfTaTyXnJHrzSMjHrNt4tX7ofFu27yqU6mzrriVXpDMlpuOl4xJ1/lpRalumdv1ITjcHQizo+t8KSrFWbTxQvAbX8XzIedM13VbANX5fEHlQnpWmqQyRlu6ztC2PdZ6CV9cxcV0LTJoay26/H7xEmB7T8CG+CzTxOV0kgJJKVrnBILVirv7N8I9anuy9iSkGzLG44ym7Q607Y62ncp9Ix/7w553795yOBy4XM58+PaZlBR3hzsZjQyj5OvEyPPLKy/HV4Z5Zl4DwzSyzBNhHMgpbkVk14n0t6J5FbW65l/oAv3mTeXkvduuZYqJtXCSqk2+Nlo8WIy8b6VkQb3MxTunEF0pklptxKCv+qPknLmUjI6K5iml5FkqsQrrGnBWCsfXy3l776TrZtA0Dff3d3R9T9t1+GI4iFJIDIPl8eGRx8c3WyNSEcw5LML1cE5GCfPEcD6xrjPTvHA8nlHGEhGysFGaz9++4fXxbXGDHhmGkRgCOQWev/3A89MH1nEgp0DKQSDtZcIojdOWlYS1ijdv7mn7HSFp1pgZ55VhmMGKpbsUAEUVUhxQ9WzJmYJgNFwuA+Plwv3+wP39gbv7e948PHD/8CB8nZLIvt/v0FrGRx8+fEtUiqbvcI08s9poyfVREoq53/dbYW6tJN+6Tp4Jyfq6ponXpqU2FG3bcn//QCycMkmhlfytYRwYL4MklhsDMdJ4h248KveEpDFWb9J+UUFSzC8z59OZ5+cXlNLs90qyjYtbr86ZeRFJqyTnKhKKyzAxzItIreVuL+R0ud8Oh8N2P1S/KihIum3KPXdVZ9XCvhpGSrMoarlUvJNiFOfTnKFtha+3LAvTlDBmYhgGTqcz3377EaU01nnu7x9kHLTbcX9/z6Go4UQK3Yi5Z9PgrKFvfUmCFhGC3GcAZeRvJH/tcjlxPJ359vmZr756z1dffVUcws/F3bpI4pUrnEJN23U4Z3l5/bgZY76+vm4NSl1L2rblcDjwxRdf8Ju/+Zt89u5dMQktLruUoEUFZvN+rkWWUMXZPi8IUC1MROF4zUWSRv4/kTRjox1Z17h5Qwii3Hl8FHRhXVaWeS4QunAZSIppnsXRVCmMsxsnpZzBzQ5bKzYovF7Utu24v7/fqvXKt5imEYiEuJCJBYW43iwye285HPasYSLlFVSmaaXIkEo/0fctfb9DfZOJq8xoIRX7eTnuu7u7TemilOJ4PG4OssAGXYYQOL6e0KpYsJccl/pA104jxoooRLnhbqR1tZixVkZTznuWJWwb47LMdF1bEIu0mandGhMty7KhFo1v2LUNh13Hu3fvqG6E9VxW87aU8icVOAniEjm/XrDqZdtg12lGZTHfajuP1n5L1M1p3YoTDQKNhwCF3LvOM+tcF9yRl+ORnBP3hzuaZl8M4qL4b5T5+7wOXMaFeVm5nM44Y8Tgz1jevn1H00geSteLi+fDwz3ee15eHSnC8Tjw/utveH1+4XIaNnnw88uR0zgI+VQb0BpnDQ97IfkBWxF8WwhUeaBS4l1iC3yrzdXMTuITSjGpEg3Ndq8sy8JhLyMf5x1W1/Mf8FYyk1JOm9+CVrLx7HcdxhZ0K0jBmrKEkyUkTsD5BuM8WWmakiWijSGkjC5Ju9aLw+4yTwzThTUumFeDt27ztFEakSpby3Q+89N/+/+VUeZuJ1lOMeIbkfA7o8kxSHFXOFLTNEucgVKM08IaZaNfLm/4xc//gLAG5mkhhYhWmnk4M48XyIHDrmffN+LfMS1kJShRWEbmYcAZx/7uAd90fPv8KgrCGBmHM9Oki/lf4JN8K2txBYE0xa9HqUzXNbTW0DhL6yxvHu7Z7/ecTmfJzmobuvt7yKLostYTQySA+NJYCXHLSGCjsZaEjHOr39M4DHSuLR09G9wv/iQjXVE4VhsCecYjvhHCbopid+6NJTkZj97v9xzu9uxLY6KNYVpT4c4JAqLU1UE0xoA2mru7O2Rs5EjrgraWvm/IIbBMEyDjiYwkk/umIYIgYDdmeXUtqihyzfKq68lmSqmuOTl932/NnlJqa6jqcaMVMcraXxu921iNTWFYxq9t29J1B1zTMq+RbwoXpOs67u4OzPOyFdSPj2948+YNh/2eQ98JR7BpJG9NyUhIlIBj8TcaeXoWxOTbp2dejqdSlETWtcjMS1Zb0/ccHt6UsFjHZRwwRnM4HHDOcTqdtqy2Gpex2+34yU9+wu/8zu/wW7/5m59k6lyN7CqJt/LfoErcFLL/VhQl56s7rqA315dwHv8TkRlXQxtxQIV1EW+OxzePAFzOF8ZxkpvJS3fonea8XoiLVM7et7TdjsswykgIRYp5805omqaQqWSDbduWH/3ox5xOR06n47Z5t23LsnraVsYVzjrGceJ4PJFS4nw+03VNIWd2KCUJtDFmvHMcDnuct7x9+8hnn33O8/Mz5/OpfG3m8fENMSY+fnzm/v5+26AqjFl/R5Wz1YcG4OXllRDWjbRUi47qdBpCKHBq5TLUh1t/r0hpmoZlXplDJW1+mihapWxV9l3Rk/p71xBQWmTcXTE0W2YZ++SUMeXhj0kcEmOQkD6jRBWQwsrldMQ6R9/tmJeZZR3ROvNF+5mQLssmUWfUdeG6RRtqIVRjBJZ1ZS7p0fuuwzWerGTsEZMGK8TP8/HCz37xNfO8Yg3k8gBaKw62gthJ4qz3DqXgdBb+wi9/8TUvH08cX1+5nC+kIIWwFMOaxlsa06Cck+PrW3bOcNjvP5nlpiQQ/bIsnM/nLQFajlUCvJRm644k6yUWybXBumu3CNA2Uvw6KyTreRoL8Vk4RtVRWPxxNDlHcQY2hmxgXUdZwEsys7buyg2zFmWskHOdlxiJsBAWkX/v+l6kz1bjvIxEUpZipmkatBHpMlmC9J4+fmC8nFFaMV1kRt46R99qVOfB2VKERhoN8zKj55EmwzDO5GmRMdacOD0HUJplmolrYhpH4ZycjrTO0LYO1WgshhwSTmV047hcJp5eXlhD5u7uDcPlwtPzKy+nM+O4ssZIWCPaWpRR5b4onkF9X85JWcShEOAN2jtUEKO8WkDMs3TpKUshqLSQG0/nMzEn5nUB42haL14xWpyMXWk+LqcTzpfohZyJIXAaj9uzeushVGW39/f3OOd4eXnh48ePzHOgbXu6vmXX9zTeMQ2+cL8sfeNFju8dGlhjZs0rrDVaQ9aU6/Mn3kR932OMI6S4+VGRdGEKXYunZVkxTrE77Gn7nqwM4zRvI736O06nE/M8b9lV1QwxhIBC07Y7VAnorJ9v23b7e924m6bBF5pA1+0wurgop4RzJSMqyTVOWTbosEZim2iMRWdKw1xCRpXBOeHcffPNe3751dclB87TlkJHkHRfEEmR5A6FLxSiEJMlfTgxz4F5Fmv5GEVe7Kwuo7ewFWAgNhZv374FMu/fv/+k+axj3t1ux5s3b4rxZxn/r6GojhRaZ6DIrst7y4UknUoRopXZrts2/oGCnKjNAuP6r7/a69e6QJECwxKXlWkshlSumHtpUaGcjieGYaD9rENr2Sid8+wPEgK3HI8FRtTElMnrumm3RUlWkzHlRpJu9Z6c07bAS86Ipe87vvjyM46vJ+Zl4LPPPqdp2hvvAkkoVgrazpNy5OX5BFksog/7A00jN8yXX37JON6hteL19ZmYYuniQ8nLEdh3KAmU3nsul8t2XlSZF4uKZCJnrqZb+ZrMKeZJ0qlUbwyoXiSV23AlY9ZRD4sUQrUzXEuiNFBIpX4jZNXxjiT7BtYogVZhXcX7wzdiRpZmrLE414gErxDK6thJZcmbSFHkxlpl2lYIySEspBQJYSHGpZAj1VY4XVUueePJVM7MZqQ2SsfirePu7p7ViWfL5bKwv1Ps9/cl3Tjw9PFbjBU1SeM8cVXM80DTeMK6wzkpqL755muen5/48P4Dy7jQ9wfevf1t2qaBlBiGictFCLbjPBFyYomJOaxolWmadnu/tVCUbq3bRnx1riyupGJl3fXtluc0jpIzJbysa3IqgDUWyZoJ5AxjChxfXklRjNdyknO+LCJX1UqUITkr+l3PtCzEZSaW8zcvQZ6zEKSjazsh7iIpwGL2J+ZbbdNwd9jzcHfHmzcPOG+YJzmWu72gB5fhJAVD2TSOlws5SefXNr6cf8tdo9k1ihxmwnQhhRWMJi0zLic612CSwiuRi65xIi7S/03DQFoC4+myoWr9YUfvO/rG0niZsc9LhpQJ68r5fGGcFk6XGWUd6xo5XcYthK3rOnwjxpC+cDusdbx99w6U4unl+crPSpquE1Sj0ZrWe+nE55nT6czxdAYUa5FkG+tAO2KeQInqpo4qnXM03mK1odt3tA937Hd7tFJcLmda6zkfT5xLsGQlSDZNw263+yTSAKBtWtpOuuNYmqG4WsJ69SCKGZYQsfOC5HNZQhBkL5fA0ZyFC7WWfDSFJrca78VH6Xg+E8NK33ke7u/wzmFUFqK3UjALcdy13fYMe++3+7j+OcbI8Xjc1p0QQsnu6ov8/5qyuyzLxrVr23ZDM0MItF2LsZa2v46MlmXBGsuu322jIJVSKSx88Q+Cu/sH+t0e5xvGcSREaSjyBGOeOJ8vsvYoIR0bJSSUpsQMaH3d4OdpFnR0t0Mbx3IahNgdIjFmYhQVzTTVplBIu13Xlf0plwb26uQLMhnY7/e8e/eOL7/8knfv3rHf70vjVpLEkelEpTfIPigCCYryMCaKh1CN7Pi0+KgGc7UQrvvlr/r6tS5QDgfxA1imeYODu7bdZqtNI26sx+OR55cX+l5GHxUJCFGUDpdhICObQQbxnlgWdl2/EUZVMeRYlmXjkdQbOufM/cOBpnVkOl6eX3l9feX+7pG+33E+X3j//j2QcF4zzyOZFms8oHj//gP394+8e9dyOl148+bqUKqUdBLTODOOEhN/uVy2i3w+C/F1t9uRc6bve3Y7MSiqD6IsJCJJFUgwbMjCOA5bNW2szAudqUTMK+pQF8B5mbfFoSIlTdOwBiFfAtu1qHDpratgKryDHCMpRJRFzKhKd7fvd0WGeoVql2UhWUdcFlJOkINkrajMrm/JWTT+a1wJWcZ+OUVCyPLwl4UqpyT5t4VblEKUsLRWrkOOsEzi/fH8/CLE3eI+rBT4xrG/f8PxdCasCyksKJUgrSitccZiSKgcSSHw8vSR4/EIwOP9A2EXaJqWN3cPcr1iYp5l7DSOE5dhZA4iwz5ezozTSFgXXsZhG9dUqFbm4NNW/J5OUojPy4L3DfuDBGgeDgdSChtfxHnzCaKUUiojUEgxcHx+EXl2WGHMdG1D23hM0+CMBASez+ey8GQIK33rGecZrTIgfjBzCUHUSjbWmGW8wuVMmBe0EhVVbbNUhtZ5dk1Lvr/HWLkmzja8ffcZjXfEIH4cbePxzmK12nzsnbWkdeL48sRwPmONkvfuPb7pieX4clSElMhorBXENFtpUHxMRO/YffEZ+0PP27f3dL1nDQuZzLiK0uoyjmJUlRXTNGOdkJuNsfSdFaNE78R9Nges7ej7PX2/4/7ugTUEpkUK/2WZeXx85PHtPRoFaxKb8mXh+eWVj0/PPD2/IEM2w+FuodvtaLue3d0b1HhhGEdeX59ZloVd33O/32GVEBxb16BSZp4nYgmH7Pt+i0wQnsn9FpWx38to8/X1lY8f5f6NKfPw8IZd1xPWhctZnJWN1twdDsI1yjAuAYjM6ypKyXEkxMJHcmUkWwwIxd5/oW07XNNwd3fHZThzHi6QM28e7khacTyfaNqWJSSenl9pdztyVoKG5asFfFXz3JLGq0hACq5Q0IFPLe23te/Gpr0WJLv9HnNDGK7Ngfd+c+uuI5+as5QvF8mQslZGsznTte3m4jxZEQDMk6g827aVcD5jsA5824lXTHE8f319ZZkX9nf3rOvKZVrISuTyoaoDcyYraF2Lbx1ZRYbpXLKOAvf3D4zjhXfv3mGMYRhk9PT27Vt+8pOf8JOf/IS3b99irWUNoWQfCZdPEHCFMdXBWm0jw0wmlQKJygq6RUq+U5jUz/1RXr/WBcrlIp4ku7ajbVs218wceHl+5eH+nsPhjqenF779+MR+WjkcDqL/LsqUEOJmK912fVEAJY6zbLa1Kg9hoSvuey8vLzezubxtolUOfLg7MI0LX331FU3TF8nrheOxoesdw3BE6cDj42e0Tcc8rwLbHs+syy/oul1REI1479jt7ghh4XS6bEVDvfi3Eq79fs/d3d1WPMg4QNjrt0RYpcTQrW0bUopFISKLpdEy/5eQtUrKvW6EwzBgtCWV+8wXQu0alk0V8F0OS0V9RE4tMt9QiFK5QrtQigjF4eA2dEfed5ZCIAc00nFoJT43betZVkvOkWUZWYPeCF11rFGVK/WaNc1Vbl4LsBQi3jV4v6KVZV0iIUy4lNDaSQ5JCOz2D1ij+OLzt6i08PDmTjxpimqsLpSZzIdv3nM+HjfI9Hh+RWn4/N1nfP7ZZzgjHjZeW/rWQLL4AIed537fMkwjP//l+01WXAuTl5eXLXCuFshX0psnpsTxeNw2oZwTu11fZMYdfd9tHaZzDpUSCidmZDFIUKV3tE3DYb+jbZoy715RZFpvGS5nrPXc7XdkFOfLwLHreD2eC5/rUGT8lvO4MC6RnBfp/op6xVvH/d2Bfd/jnSQCr4iT8zCtzMvK3X7Pw+EN83RhmWfefvY5zijCuhRZvIzXQsxM48wwrWRlMd7h2x7nHSlnTsNF/GpQON/ifSN+KWg8Gq8sab9HpSx8Ha9xxjBNIy/HFxlBBM3r6cJ5mtG+5WHfoW1DRuy7nRXl0zIJomcbT3d3YLcT1co8rzy/vIh52jzL2rXveXz7yG7X8Pryis2GNUZO54GPT898fH7h5XhkmlYSmpfLhbbr+fzzH3F/f8c4Lzx9/MjpfMRqTes8YV3JMaJSJiwLYZqEO4IUhUsZo97yKG6Ve1VhVBuTGCPWKHb7TkYKBpy3Ip/VmiVFTKaMlRQqyfhmXRdiWsvoxG3clpTgdDozjfJcZiVeRVJ8a5ZRwi99IdhOo5BjpzVwHAa8b+m63cYPrErKpmk2PlYd89QiZRgGrG3KHqE3qf01DXwu6LqgktMse4QtJoSVqyK/U3xL2hs0xzmHsSWdO6wUD3AZe6RE23hSCAzW4Ix8RGsJMcEqhP41ZKz17A93dF1XbBbGYjAnikvnZBw7z1Lg1DVNjN3EKPF0OrIsgrz4xrFOIgKBawHhnJPC+PGRw+GAKqRpKYMVqjS1WlfeiBQmthLpdXUgF5PK+nO/+3EbRbIVgP+pqHhELpWJi0B39/f3WONoDi2vL0chVhVp5fF4Yi46+KZt6Pd7CSNrWsLTM5dhpGlH9ntJmjXmKlWTzWBEayEbreHGNhgpDLRSHE9HDocdbbPj229fOM0DwyBJxW0rCcXWarRRhTl9R1yFXNn3e1ISU6/T8Vx09WUMtUiHDdcbrG769eJXWO9WZnx3d0eKinWphjl1dHOVuTknabHGStVvTQ3e06iSbhzCunUMElq2khSFgNl8ojCpUsXKi6jQa1UHeO9Q2ZbZpUjOairvukrIWYyhWKwLt0FR0t5IkmjqHGjpgPu+IUQZG8zriLpEnLVF/lxTf+fNE2S3223nyhjD6XQSFc8S0cribAMUSWAhjD6+fSjz3chwOaLIvHk44EzG2UwMUkg561mmhafzhapsuZxOnM8XtFYM05nT5YVpOBKWgcNuT9+22P6ARmHySkgrznq63tM2Dt/teXp+3Xxhvv32243oVo2oKnfAGMOyrizLyjgJMibfd2FdF15fXzFG4RvZDD777DPu7+4IyyILaoa2EymqQvH27Rv6rivmhxPzpJinifv9jrd3Bx4eH4kp8fxyZN/3HPZT2aSjZBxZy7IEtJ1pgmKeRqZxIIWA1WCNhlIQNM5BTszTzLyurIjXDNrw9PzC68sT94f9FtSok3hN+MLVMUpGgs1BRn9GKVZgnqIoTsZZyLvOg/KQNTaB0eC1pvONbOC6LMAmo50iJ0PTN4SUeX5/YpxXjO/ouz2u6YhZYbQTDhcwnE8QV1rf0u52uF2PsZrX1xPPz8dtE+t2Ipe2TiMhlRnfeCGCXwbef/iW55cjGYPzHdMKYY2ErGj6A/v7B0JOvL6eRHWSIr5pcdqQY2IaRk76iM1Z+CFFgTjPywa71wJEFBvS5d5u8G/fvi2qm8TDwx3OWXJeyviqkabrfOZ4vtC0LY9vHznsD2QlfjxKa8SD9CozrSnD3jtykliPy/MzSSk+/+Izuq7HIKm9u53Izr/58AEWClF5xhjHbtez2+23MTdcm6+KpNwiIzFUryhZ1+vxppQkbLZ8T/UWMlr4HJSmt2277XfMsyQxV76HtYbD4a4onm7ywgrq2LbNhvTl4je1zFI0YsSwsDraCmquBYWcl1KMVYVVLIj8GbGSF16kKEql99MlWmBdxfgQL3EFdUxTC7PHx0e++OKLjW9U0VRA/FmqWEKzIfliGmfL77vmYaUcqAqd27F65S3e/lloBv+JqHhqBzCN0zZScN7jC1v67u6uBKhpnBUlS1ZwQDxQ2q6jaa9a+0pErBXmbThdlalWOWQIK+fzaZvhagOni/Awxmni9fWZsCpiFH8VsWLvMDbR5553797x7u1nhOWJNw+PYnGfNXeHBw6HO7quZxwn6TSmgdP5uEmHQUY7r6+vV5jwpvOp8+Rdv2MaVtpWdPuZTExiSV7lcikHvBeyYts2Mga5eXirQVi9gZ13zLOEwV2LDyEpV7laionz5UxYV5oSUheDqBm6tsN1LTsvahfJZ9DbyKJtum3+LQFfMu++nFZRN/QSWLYWjka/a0EnhlGREDKZdxZnhCyZUiTHRC4Kpr7tsNowDdIRqQw5SqLq4fCANZ6YA843+NYzjAP/+l//ayHHZcWu37PbHbi/O/DZ447z6ZkP37wXY6umZZ4W5lkUXwpxiV3nRThEFpTOPD29J4WV+8OBN3cPqDcJZ6yQ6qaJsAyibMkKtKA9FRWrhkuff/75xhuqnKN1XbcgzK6X+3oYBoah2YyZzpcjT89PHAuyk3OWTawRGeb9/T1hXUkxcXp9ZZ0nmnKt+q5HK8W7+wN3e1EMffvxiV3X0HU93a7HelfyOWCYhPvUOAldjFEK5XVesF6Qpr4kT6eY0DnJZtq0vE4B13Q8v77y9Ve/IIcVlTPTcJZ71YuySimB+yEXwmBDInOZLszjBFnkscua8W0D2rOGzBoDjdUQE0SRUhtdSKalQIl5Fdv3viPNC3OMYDyH/YGHx3cobRmmBW0szmjWkkztvKNvPO2+B+9RxhXVCGjtWMr44fn5WWzDc2C363h4uGeaAuO0EDPs7x5wTcPL64k1wf6+5e7+DV2/I4S0EaTJYJVGlaYpxRVCJBWUoW9ERluZjXNpbCpiUgvcqiYENk+aEAJxnUlRpLWyZmSmdS4+JBNrSAzLStaGNWZUlNDVsK70u7YgdmZDa0KIaG3Z7wzzLKOs0zTy8vrCrm9xpdNGa5qu4/7+YZMZt01L13cbvw3Yxpdt2xT/p1DQDr/JilOKxY5A7pvqDyRj82n7WRRJrSqNn5xPcU81xdG6rlV1rxiHEWcth8Pd5updHVttGelcLhfx/EmS+7bMMzGB69wWu7Hb74sXlwg+nG+wTsY/3jnGSfiClXu5rtX7Ski2xmqUzsS0EpMUL0pdCcO3zeubN2/4/PPPt5FxRZpyypKDlKU40RnE218SzyvvRam8IdQxrmTCv7dAub1G1lrJ/fkVX7/WBUqOgbQIzOScuKL2fUeKqRQDFrUGHh7eYGwjSh2E2f/+wwdCijjv+ezzzwkpcjgcruMTpVinqTxMarvxx+lSNgy56N417Hf3zPNI6/dczsIVGS4TMarC4JYQM60cOUas6jFqT+N3KPXCvI6kkuZp3T37fVfIkZZljhjjaZuOp+eP9LsdKMUwSN5OBkwhttXxhXOuWDBHnDN4b1C5WCvvZBzhfPF4CaY8AA1GWUIWZvg0yQjhUuzO57kqRQwxiiW7sZXKJSGCoVi465xRSWLrG6dFJRIcIcKutVit6RqPKVW3M7DkiFBgAmGdBDa3nrZrCc4wTyOuzfhG0m1DUTCsQUzvuq4VEywDXduTl8C8TqSYQcGuIA27vYzPjueTICQxsKiEd56H/Z62aziez6AMzrW0WfNwr7gMA88vT3z48BHfeHZdx8e3Bz5794bPvvic9PU3/OKXXzNPMyBoiy5IXAKBaAu3o7GWtvM03hDSzGV4pWu7YtoUiVkRl4mIYkwL2njaxvLmfkeKX6C1Zn93J9fROdquR0zUxFFVsnFkgXLOst/3mDLPlgTtxPl84Ze//IqwBt4cDpvnj0Ig2GWeOU2DuB/f37ErGxgpFug8iGpiGNi1LVkpsSdvWkJSHC+jdK1rwjlL2yZSsuTYYJVwW/q+w3knZnbWSSqwyhjrOc3PxDBzenlmHMSL5P03X3N/t5cu0Es44TJPJTDvgiKXBbHkaRWEU55nQ9N2Qk4GrIroLERFTCamGTAoK+qKRCQFKdYzmWmaS4HuaRpRr/iuxba+5I0kDIYmNTTR4oupVoorKkZqTtEwHhnGmXbXs9N79ncHnBfPnXnOnM8j87yUfKI7QowMw8SPv/iS3f6OfrdjWUTe77Ti7nAghUXS1Qs6sSyzPJFay3VVYhoZ1pWQRUXXNI6cd1s3vCwLh8OB4/Eom/a0lI3Ns9/3aIuEcK4yDo/TIoZgVojKct9kTq9nGmfoOo9vVCF+iky+Wg2cLyfJ4HGCtmUVWKYLOS0YEu6wI+fEy+sLIcoaLfYIE9o4jIZpupBzkKyuJNlSpAA5YpQo6brWS7p6iJyHkRCW0ukDiOzYOU3OlpRkPL3f78qoaC6FwszpeCLGQFeS4ad5ZpxGWi9hi2sITMPA09O3W6FT3XjHcSi+RaKqmeeZsMp+YCtKHSMaUdHlFBkvl2IZYBkuA8s0YfZ7wrIwjhem8UIsJoopRQKZ/4u8P4m1bUvzu9DfKGY9V7GLc24REX4v7eQZkGyQQOL5tYBEOJOWsTuWaIAtQct0aCBBzwKJBnSABvSQG9ClQccICVl0LASWePBE6QQ7nRlx7z3n7GKtNetRvMY35tzr7Ng34oZJN0KeihP3nL3XXnuuteYc4/v+378wGuYJxk4UXHmWUeQ5TTKxzLOMuqmpqlrWwpTHZLO1BBDTuIhw0gxpVK+TB0ryN4npd0pD4De024clmUSKW7RO/icoicUQZaMgKFOSm/+Q49e6QHHzjCky8sxQFrksepXMSff7vYxFlOZwc0tUBpPnjGNiasfA7BzNbse7stg4Cl3XJZSkxI3iB6G1EILELXUmxpLd7sAwjMyTI0ZDVR0IwdP3ZzQFua0omhLJvMmIgeRmCMEbvvvmTJmfkvKiw9oS0JzOHxjGL6nqlsP+ho8fHnFuoWl2TIugJTbPmU8nQqqGVzOztWJ1y4KbF3btjvfv7nHzzMPYY3XGrmlkRk0UiDImK+mUbZOZjMBLjsI6g/bei32zMWhTk/mX0DfvRQ2iiIzdwDJPGKPYtzV1bikzDYUhBMhsJLiZsETGoUvnO+P9RFOL0irPDJdh5On5RFnXVHVNNBZlC6KxRG0ISjFMEw+Pn2iaWtRESkZW1lh6N9AncqnRhn274939HUEhnd/Y0yX1ic4MZBlVril1xZgSj71XVOWOsthh8xM+Ks7nEyF4Lv2F0/MHHh+PfPnlV9zcvcNkJd9++4HLucNEIQSeu3PKqoko7cmygt2uod01ArvHwOxH4ijJwEVRoY1lmmcWH9E6IwaRz+/aiizTeB+xRSYcpSKj2dXbQkEkSXSFr1JVN2RZRtd1G3FQa8M0LVtg2M1uT542/Mv5hJsXgvNM40SdCpMipTybJF0/n3rmaZIQSSWIW1XXoC1Pp47oOpTSWG3JLJTKoE2JMYFOeUL0jNMIWjE7sTDfNY0EmnkvrzN4slxT5IbT01nyh+2RuqrY7/eoCE+LJ/iQFmzHPIELklMkUu+cpq5o65qbwwGjIss8osKM6ycyo8kq4SosfiZ4R+gd2lq0FaLiOC0M/YR3IqF2bmKaOkyh8cHRDRex8LcZeVWQGYsKEi5otNisEwPTNPD4+MjsPUVVJIt5gwsSw2GNoSgiwQt62O5anp9O7Oqaumq4dB2P313IMuFSFERoagIOFQ/M0yjk8MFh84IsmYDNznG6nOm7jtlJEGSWWYrSYk2WFBqCwJVFRZELL25ZxDnaZYoyz0S+Pi4s4yS5RC4Inyf5BMUowZreOcawiB+S8sxJbuy8qPvqpk72CAPTPJJlmuO+kbGMFkkyyhJRPD2/KHJ2bYt3njLPqIoMrcFoQ5WccxWBItPkh1ZCD5cRoyTeoigsPixM08A0D2JFkEbOeW6T26ulbmopzDJDdxkosoxQlTgvkRrTNBG9Y5lGMqNRWDRREs9jwGiFLrJETH/JFDudzpvQ4HIWlKqtxSE3AnjHMgx0CWWoipxABO9QIbCMA8s4MvUd/eXEPA54t+CdR+dgjSBPWZLdZ7nIwIsiZ58yhFa326ZpNuXiyqEMiU8JgpqouI5s9JX9RExKSbHfV8nFWRvJcopRIixUSEb4MSaDRUk/ZvYJlfp7iKD8N//Nf8O/++/+u/yNv/E3+NnPfsZ//p//5/yZP/Nntu//S//Sv8Rf+St/5bOf+dN/+k/zV//qX93+/fDwwL/6r/6r/Bf/xX+B1po/9+f+HP/+v//vbxkyP/RYGduramVZFh4fnyiTkufh4WFbeIuiIGot3IfVHttJF7gGRK2Q6TRNovff4ESF86lLubJSzmyGdyTrY+Ev1CUM/SfyrKSud3SXLhmReZZZ4MZl8Tw+PGKMYpw7nPMsi3iRGGO5XC4U+YVlkbyhECWJ9eZ4y+JnuRm1cAnKotwY+KsULDi/qWtuDjd8+vAxSYnFTG1OneWYLJ9vb2+x1goEGSNL8ixYiWMrW71I1bY1BvQLuz2ECBZUVCwp1K4sSqpS3ECNMVRpfORTQKBXiiWFIErei2PXZhxvb9ntDszffOCnp2/ph4E7pAPOrEVFmSUH59FW8/z0TGaMzLSJ2MKyTDPzJAnCCshr4S64GIhBeC8r98UBNoI1jt4MFFlJXlbEoMiKirKQefvNu3t+7H7Cw+Mnvv32Z5yen3i+nPj2249cLiM//tGP+eLLL8mygo8fH6RI6gd++tOfJoMq6SbE3VO6Fw2w+c3IhibBYhbnPcM8ET2E5CqptU4+FxofYxqRQd93GydqmZ0UBinqYPV5WImExhgulwtZlnF/f09ZFBwOh7SYus0foqoq9ruGskwmZVPqPmOgu1y4PD+zLDNFLuPUqm4km8XPmyRT/DwsSwzkRlxkq7JIneCw8adkAh9Z0v349PREe2gSv6ATf6N03TUp+2TN3VrHFFo3jGPPMkgezryM1HVLu9vTNBV1GuU6N+GDx6RRpjYGYyw+ROZ5ZF4cTdvQFDI27ceBp8cTp3PHsgTCMrCEKDkrRc40L+KFkQp6KfMVBNBGyJODGxjHga7vxCHVGlBira+0oTCZkCSDp2lb2kYQr2mc6PsuGbN1fPr4kWmauLm544v3X1DVFYMbqZqaosh5fHzg+fGBpir5Iz/5Cfd3dxRlxvOT8JFQir7rCTrImEyXFHVBlslo5/HxiRigbXeUpZxDCBJ0KooQERWcTifGYUroSU3btGktlsZOaU8/PKXmTHK0QkJUs6xgvz8mf5cJ5wJlWXB/t09rsTiwdl0vY/n+xNCPVG3D7nAkxsh+d5DIhODRSnx9XhxKk7eLnen7C+NFMoXKssLYnGGYNj7GZuVfvGTwrAiBVnrbV4wWxFohRqBKRazRGK0IQXg88zJRK8lbWpzDWLGScK5i9XxZuXrrWC7Lhdxd5EWKUhFSbV0VDL1IwNe8I4lRES2XTqhGTAICrZV4abUth8OBw+GwkYTbtuWLd++34mQd96x0gFXIcC22MPFtp5KtUTX+ZTxsLdbLevX6uVaPGq0FYY9b0RLfePa3j1+5QOm6jn/kH/lH+It/8S/yZ//sn33zMb/927/Nf/Kf/Cfbv1e29Xr8C//Cv8DPfvYz/qv/6r9iWRb+wl/4C/wr/8q/wn/2n/1nv9K5rB92WZZ03SV1S5FhGEQ+3IkNcZ4nO2FxmiGzaVHyHu8WrJEUzhiDVOneQYgcDnsigbatOZ2f6LozxuhEShPHP+89jw8P2Mzy9VdfcXf7nhAM3imKvKS4rTc7+OPxJilmum3z18oQg+L5+YRSmsM+w7nA4+MT0xgI6QKe555hGoU/kngxh/1h45+si71zTmbviHFRU4nbZp2SP1fi6kqyvVwuHI/H7YL9zMAtXXQrae6a7Dq7ZTOyUxjhrijQRrGvdhyPO9pGIPUit8xaMU8DwZO8GgrWEMJVJdTu9pRFhc0KcRxdFqZxIrMZN8cbbLF6HYgTpdGaYRh4fj6x27VUVSnokXcbZLt6hrjgeXx8wofAMM5MS8A5xRIDLgScG5inyH6nMSbD5jl5WVO3Ig/Ny4wss+z2h83ASPnA88Mnvv32A91FzuN4c0NZFCilub0rUSry05/9jOenkxTGKSNDaSkIrZZr0WiZ+YYg1++8pBydecaFlyIYwNgMF2Xxn+eZueuIye9AMpfO1LXwnFaVwRqQ+fz8zLIsHI9HvvzyS7JU1H769Il5nnDLQlUW3N7dsd81G4/HuYWu77mcT0Tn0TFitBJSYPBErfGhRylLXuTUbUPoB7pRCNYeLyPXxDkS075lk8iDeD4sy0LTNMzTzKWThqEoCoo8p07FEghBfuwHhqHfFs4YFVGLoVTd7Dgcjhib0w8zwUcG1YN35FZjc0tVt2gFLniGcWRePCbPKeuGEOHcjTw9P/PwdGIYF6bFs7iIWTzKGMisIF6ZZVkWpmHGO4dVhiLLkxPxyKXrOF8GpikZgZUVzge6rse5wOIjRSmxF+3hkPhIjq7veH4+0fcDl0tHCEFsBOqaItmz78odybCJ/W5HYS2aQF1XLwo5Je/Xw8MDzi/cv7/fNvRhGFgWx+XSJ/8QyZypKuGg7HYts5fxhTRRFcfjkZM6Y21O09TbGhTCyjUAY+FyvshoM5HtpagQB/C6zrg5zlgja+P6GS6LT5y25FKqDE3boIzGe7i9uefm9paqrqRRU7I5K63TWHoEIm1UtPNBXn8UKwOjLUUxbMoXl5qwNQLCe7etb0pp6qrGZrk4LGcmeZKIchGVMrZS02uMZlpm1Ch+N/M8cbl0OO847I9kWc40zUDkchEfmsUtFGUp2WFlLvlDdbEhL8IVlNynLDdktgQVCFEUfYK+C99tJcvf3Nxwf38vIou2Fefa440kNKe8umvC8nVRsR5mtVKLbEUF8YqTuO4LSBihTz+/ZiTJufufe14xVA0pMuGHHb9ygfI7v/M7/M7v/M4vfExRFHz55Zdvfu9/+V/+F/7qX/2r/Hf/3X/HP/6P/+MA/If/4X/IP/fP/XP8e//ev8fXX3/9g89lfQMEyq7TzSF2vkCyiT6nKk6Jdfhhlza1Z7Eerg80dcU4joyDh+iZhp6QibupdKeecRgAxd3dvUD2Xkh18zzTqTPv33+JVhatMsqyIYYHpsnx7t27zclPAq1G5nlkHAfGsaasZM47DF1SXIxktidWBUSRiI7DxDQP+CgbxWXo6fue2+PN5hZLuuCu3WI/fPgAQTbTm5ubjaSm08a+ZgithK61yNkurBi37xVFweLdVtGPyZNEKcWuFmKsV4G6LDkeD+xbkY5m1oqkTiFSXFKKcFJgzIsT6WmIjNPM86VjWkIKvLIs88DlfKJt6g0VQEXatmHNRhK5cMDabPMlkDC0RVwgg8x8lRa4/tyPXPqJc99jbE6zLxNZ2qBMLrk7tqCoa8qmYbe/IS9kEVFaU3xXoazF2JzMVoRc0XUD//v//rv8xm/8P/niiy+ScV3k9u6GfpBZtEto0+IcwzDJvNZaghGSsdaGcRJb9hAiAcU8e6bFo9SUvGosRRFR9kXiLnb0YsV9Pp0kUTYhJivZ+3Q6iaeF9xt7P89F+vj8/Mz5/AywbX6ByPnc4byQU8UOfKHrBhSwbxvqqhT0yy0szotMvyiZlohzcj33vcjTXRQDM5Our7Vo6rpOxpbGYLTZEJ/LELZNq6zqraNbkT03TYy9oDB5kdN1MzbLqW1GRHM4HqnqhnmaEulPCpFMG0EeS0tlpGjuu57zpUcbm3K9xIBuWRZ8UPgUNDdNCy5Kh9n1A8pm6GPG7BbhbvSy2TW1KEyKsqQfRlBWIgiKHBeiSEunmcUNRM5k+Zl2t+Nw2NOnxO2u63g+neSe847FOfb7PcfjkbIW+3dJZTYoFQle3HPLIsdohbWGZZ5YQsQaQ1ARm1nu7u+omprVun1Z5DOVYkmcgkX1dt7k+DoY6rpJ64J8EkVeJtKv3jx6siyXazH4VAyUV8RYR/CRvpuI4UKWibtqVQX6rpPr1UqMhk6mm6DISynIj8cb9ocD+/2e91+8Z39zTEjCi1JknucNARRUYxZEN5FTVZQcpjUKZBxHTsmoc91YV8TYaEU39JQxYKyRQMcgvDabW4qq2GTHK0JJMqPruosYtKUx0uKmpOBUKe6kSajxwryMTHOGDw1KRaZp4Hx6QlLGZY20WcY4Oi7Of+bxtSKiK1l+zdN5//499/f33N7eiluv0tt9taIbKzpzjXhsiNIVfnL9vfX+81eN6/Y4/bmtxPXjrv9471nC5/b3v+j4e8JB+Wt/7a/x/v17bm5u+Kf/6X+af/vf/rfTJg1//a//dY7H41acAPwz/8w/g9aa//a//W/55//5f/7nnm/1fFiP1fxqlbYCm3LFGL0ZtAmU7xJvQjMvCSpOG93KobjONlllxcF73LwkC+QZ56RS1cpQ1y3zLDLP4/GYjN9y6qplmT1F3lAUNc7NFEWVFDqfmwrJxSKs/v3umJjjcgP1/YBfLE0j1sNGCwM6OIdLN9E4irNnlm7OLBUb62gnRunEf/rTn5LZjN1utyV+ru/Xii6sGnVr7ZZavF5M0pWnTSS7MkNSL46xVVWyzAtrvHaRZ2Jdnm78cXRM85QcaYUDYY2hyAvpKpTCaMs0e56eTpSFY1lkg3XLQvItxC8z/dCLN8zxRjI+YuByifh5EXWIteJJkRtICFsIgabdk2UFp35mmBbG2eOdoqob7m6/4Hg84gkURUlR1FSFyMB3ux27do/NNBCYPnxHP4zEqKiqFn00zMvM6fmJTw8f+f2f/hSb54i190K7azG5wZNcOEPJ0/MZQ8RqTb2aieWZICLLgnMBlMHHwDjNjNMMiGwyLwqMsWJcljqRshSDwbXDXpVRqxpqWZbNO2W3223p11Pa5Akpo4i1AJiZpk+pQxJjPSIsy8y0OKzRTMuC0kryjbxYemd5AOcYx+WK03Xh+fmJetds9916DyzLwqdPn3DOsWtbbo43xCjuoUvyz5imicxYMmu2EWbf97iUsXU87JmXSbq36BOpc8/+eINSGudlVm6MRkVFbu1GKh8Wz/l04vncsfhIWxUUVUPZ7HD0KOdxXtENM6fLQDfOKGNpm5IsyyHZAjjnOZ8uXC49dd3Q1C1BKZTNyArF+PTMpRsETUAW8tPphM1kc7t0J+FpAPu6xqTPbt1IVqn/uolKfEe+xVNk2jDOC4TA8faGpqywVvP8IPy1Oim9Mm04HA7MQda+oqx4fBSLhRDAWkGa0w0nYze/sLiFpmmJkYTkCMIRo4xs53mkKPK0UYvyMcSINRJVoLWBKEVP38+Mo4wLjRZhQ5aXFAScdUyzw7lAUWjyQnxmvA+8e/8l/68//sdpdzuON0eqphF6vn7hSKybonNOnKq9cCVAxiFDMrVck4ynaeJ0Om0O3CuxdY0M0Vrhg2eaR0m6Dp6iLMhjtjl5ryNXl8IsUYpxmtO1aIhRDA2HUVKRh0G+Z6woPEXdFHFuoh8uiccogaltVpMXWeJtDEyTS9lb07bW3t3d8Uf+yB/h/v6e4/G4ISVt224hsprP89XgxURtdZX+bMTD54+9/pn1PV7/rVbWsVYb5eLaP2fdR9bnWJH7H3r8oRcov/3bv82f/bN/lt/4jd/gd3/3d/k3/81/k9/5nd/hr//1v44xhm+++Yb3799/fhLWcnt7yzfffPPmc/47/86/w1/+y3/5ze+VZbnxQoQHktOkmej53CVFg4wEhr7ndD5zOBzY73aSv5Iq3odPDwzjuMk2l2RrLGTbnjVD4vd//w/Y7XbpAtizLG6TftZNw9N0IbMZTd1w6SLzNF+5DcqCs9oqi6TNpFlumQokKUC++enf4nC457A/0O5qGBY+PXxLlmb+JnWcaxdUpkp+TR7WShw/+67HO9nsxaRu3Lrr1fH1WgpGkK7gWmK9QqLrxpLnOdpapnnaElStNeItYUXSrZWWUDU3s0zCoI9ROhkfSbBmyaUbMCZDmcA4LXDucE5MjrawKi0F2LLMzKl43BKZk4R8miZOzycZV1kJtSvLmsUFlDYcbu6YF083TEwuUhQNVXPkeHvH+y++ZrffE7XIy6uypqkb9juBSWXW7Hk+PfDddx94fHiSQi03hEXydIqyZrc70HUXvvvwgbYVJYJznn0axX389ECISmyq3UxuNE1TSUBcLh1RVFoyXJRinGdRaRnDmsycp9GBdMBOipWU+BtC4P7e8N13H4QzlLwqJE14oaoqbm9vt4VGRoPir6GUSl2f266REDwmWeGv3XVVlqAzLuNEP04YrSgyK1b3y8IyDDw8nuV7Vj5jk0aPSincsmzQ9GqQJ8neTUJcpCDuRrFiH4ZBOsA0Q2/bVvKZlHSjWZZzvkiM/DQPVFXD7a0Y4C2L26SdNs8xaRwAQdQy/Ynnp2dccDRtS1G3ZGXF7CLT4umGhXM/MS0RTI4LE3VZcLi54e7uDmMsk3PM84VhmJnnhf0ho6wajC2YXeDSS4yBzjLhNqWg0rwoCUEK6H4aadtkbRADZV6QLxLZ0fc9nz592lRWspYt20Y8XDq67kxVV/zo66/46uuveXr4xPPTU1oj5J49HA4s08TkFkKUZogY6LqBy6WnKEuR29qMCJR1TVGm0M8omWdLCtuMIfL8LN48eZ4TdlCUJUVRUpZSnHenbkM01iKr70XRQlRbobomEEfnGKPwh1wqkrOiwiZPIJsXZHnJ+y+/Jk/XuzEalUZ6kYjddjP5nqCVKYSUiL67Jwafxj7JhHIc+e7b74jyJIJcJbWbzeTaF98TUU2O04RWEsw5jONmlFgZQfJ89NjssI23jDE0TcPpdN6CPa01HI8H2dDTnqC1hLYKKiNrfNs22CxLieeOssx49+4OrS1dJ7yi29tbfvSjH/HjH/+Yd+/ebQ33FrSpFMG9BCeu+9DqgbWRZK/GMeKeuwYBvrKuNxrthBSvkpx4LU5APofNeyb9TonRSAiMk4yuH3r8oRcof/7P//nt73/iT/wJ/uSf/JP8sT/2x/hrf+2v8Vu/9Vt/V8/5b/wb/wb/2r/2r23/Pp1O/OQnP9kqNp8qZRlHKJqmSeqSsFXJT4+PeLdgFIy9qEemoccvO+ZxZOhlxlu0DXVZcJonyjJPCI2EW4FU6edzh1KiStntGm5ujjjn+e7bb2mbI+fzsLGVz+dTInHBmnFzHe4mUF8iQKnVUlkq9+5yoWlapmkAAsebA/v9AZ1IbZfn08azMMZwPB5loR5loVnN2twiVev5fP7swlyr3RWR2u/3tCmYzjkn6p501y/LQplVG8kqKCStVKktr0UCsApujkeshmUWozVrLMGJHXxU4OaF3FoO+71YkKNxscN5uLm9pyxK3DyL6mAYIAROp6cko86S/PmMTQFZ8lksDMOEMZ10gmjyvCQyME8e52CYPLOP5GXNzfGe3eFIXTXs2gNtu2d3s6fd7ZIyRYoBawzzOODcxOPDI9999x0PiYjo+5nnx2e0VqnoHLl0UhTe398JuXQYaU1DVdZoZaVA8QqiLKDTOOG0yJLrugatiMsiHJUY8Z7Urb3kG0n4WdxgdbVyj6aJyAtfSEIu/eY4uboMPzw8bFyksb9A8KkTFMRrLQxsKmKfn2U0pJWmKAvu7+9SGCNURQEmY5wXZifhaTER0Rcvpog3d7c8n098/PhxG18Mw0CdxrJrsb12WtM88fDwQNd1G4x9PB5e3DWN4ebmBpsanoeHDzg/k+cZmRVJuvOOaZbiva0ldj4sjmWecfPI08NH8J7LMIg81+Y0LuCD5tSdmeaFSz+zeFCmSDkygbv79xyPtyhlqKqG+Xzh4dMT5+cLza4lz0sm52iUbJ6Lc5w7aYzmecEHGUWKSeCzhGcaLZt6d+Kwk0Ltu+++4+npiculIypRRazSeJsXFFWJtoJEWqPQMYgV/TSCD4kHJXEOkl4eQYNfAnlRsz/cMM0TdduzeM+UFG25NeRVSbvfEbVimmbGoWeaNGsw6bIsmyFjkUj6WWZFSLCEbZM/nU48Pj7ivVzbh8OBm5ub5CPltpHKPI/oEMgKMbxD6STNnzEmZ39suL27p6gbyfzJFXmWb0R9FCIXT0eMER8RZ+esACKaiFZCgs0KEQsAtIcjN3f3L1lVrEXKU0K92RRHfd9t6MDq5yLF9pTWocg0DynzxuLdCzqxurXGCMMwbkVEUeaQTC9Xo8s1W211td3vW9Ysp5vjHXd37zfe1lrk3dzcvDSuV7b9XI3uXx/XY51rrsj62GtUZf23Dkr4V+kQKbJkCa2PUVqj7cvYzKS/xxglp2qp+KHH33OZ8R/9o3+U+/t7/ubf/Jv81m/9Fl9++WXKpXk5nHM8PDx8L2+lKIqfI9oCVIk7sl4szjnOp05IlTc3W1c4JLXKMAyUZcl+v9/g4/1+v83qnRNnwNvbW/mQ1Evio8xbZSzz6dMnnp9XaDBwOOzZ7w+oaNAmYCyiJ9dSZQrZS272vhe556pEWAmd5/MJY0gptRNVJeGBzk0oI9LbJWjyJB1co7vX0VaR8iGenp42dUPTNBx2B5mxn8VxcnWNXF/r+j5syEhS6GitRUufxkWn0ylZl8vFbk16vJK8lQBCpLxcmKeRm/d3dGeP05G62jP0Z7FgHkUCHbynLivcHobZM84QteH+3XvKvODTxw9EHzb49nI+pzmu6PwVpHC/iSzLKRIJLXpJF9Uqw7vAOHqez2fm8DO0zanbI7v9gcPhlqKoKPKSm9s7bu/vqNqSLJegwpgkdcM8CycpLHz88IFvv/kZyzRyXiaUi8xuJnjPMPZMk8zO67ZlcR6lDYvzPD2fJFRLCWs/MxpjcoyRBVBuXoSbIP/DiEmMjMOShTjImCWiqGwDSQ6+DAOPT0+cz2e0MnRdv82XV37AOqdeCc+rMgulqMqSeZIRnEoba5blHI5HLl3HNDsulwv7/Z6mKJlmz27fiL9NFE3ilNCKaZ45nzpcjFTtjt1+T1FXFFUpmVdRcndiIhZKoq0oMcqUbp2tniyb6qndiq4QAjZZmg99vxVhbpnJrILgmcYe42SEcdg1GKWZhg4VPCp6/CIhcefzidk58rxkt7+hqnf4oOjHmcUHlM1RJseHHm1y7t9/xd39eynSjaYqG3760285PZ+TaZxmHGfySjrzS9cxjRLoN82CwGZZntBJGT2WhSScRy/KvszYtFa8jLTzPGeZF5YQt03Te5GBX05n+u6ML3OeHx+IXhxfrZF7G2NScxSxmZHwOydG7MEL92meHZdzl0IDJTcmhMDz8zPOzYTFb8Wr1oaqSlEYaXMrUmExzxMfP35kGCacexkDOCfXz1pE397ebiitKKkAJVLxSCQrCoy2+KAkrdwtck9YgzIiyw3EZCKW8l1ecSI+P5I/h7BqWV1m159dbfLXf68bvijNhOfiFifmc058hJRWxADDKIjfMjt8mBO/cGQYxUtmnqekLlK07Y7j8Y5lFgTBWBkNrWvqinLvDwcZr4ZAURQyujkcyKylKGqaZreN5l9HFKyvbStIkjfJW8drfsj6+tWrYu/6sW8WOkBUyQs3kWfXP8kNBaNfYlmM/eFlx9/zAuX3f//3+fTpE1999RUAf+pP/Smenp74G3/jb/CP/WP/GAD/9X/9XxNC4J/4J/6JX+m515vo/v4+zWNFGrbNrrN8QwPWD7JNmnAQuZZJapD7+/tkHa+S7Ljl4fEBo+02M1MobGZp2x3LMktOx9OTRMnnT9TFTmaeypPliuNxz26/22bna3T6PM8UhUDfPiBhZFE2NEnlVdzc3mNNLhkQVHg/E4IYQsXwMgtcGdyZtXRdUgeNMmNdbarXBWKtlNdibHWRXBf5LRMnhu2GXeeZp9OJ5+fnDbHBvIQAaqUoqgpjFH6e6YcLw1DTDwPBTRTJDCrPJfdFC2GC8/kZZUvu7t6hbE0/zoSoiEoxjZPErCuN1pF5mbBWLLKzrNg2rO++/Y79fi+sfOeTIsaiyBjGjtPzwPNlYImW919+zVfvjjTtjnZ3oMhLyrzkeLhhf9yDEVDTeXGfdcvC2PWMY08MCx+++4YP330jpkjLxK7acXt7IEbJxlBaSLBZJqGMVbUqsh7xXrw5tLYYk4s3SGawVoMXV1xJ1RYJobESFpmbgnJNBPZCkgsRTHLhjXHmdDnz8eNHKUQ2eWhInbPakDEgGXENG4JX5DluFp6VStB1ngiKWV6whMjdvUEZS1GW+BAJSlFUjSSJLzNGKQl/S3b8wzyRFwVlWdDuReJdNXI9zNNElgrszFru7+63AhtSUVKVG/R/e3vL3c0t+12LRszCQJqaoZduNbOWtjpQFJZMK0HrCBhVkicuFLYg+oV5mBkm8ci5dB02K7h//wX3779A6Yx+nFg8LEskYglR47wiK2q++tGX7JI6QqM4P58hRWx0/SDcp6KgSonDxmRkuUKPEpAnUlvpnG2WbfEE62dlrZXXk5oLSZfV9P0gJPgg4XBKa2wmrsiPn77jcjozT1K4B+/Z7VrKMhFcNcRYC7F9EsWOzcSs8HwRldD53KWRARyOB06nE9M8cXNzIw2azanKl1Hw6lp8uVx4enqSkMqE0kHk9vZIVbXiRnw+8/AgzsXrOPqbb35GUZQcj8dUfM3kFrx3eCLZWNDuj9Ttnn6cxNOjKsnLEpNlGyFzVZJEpV7+qxTfl5Ubkox/c4u92oy1NqwFvziLN1iTvyAEUaIUQnKmlcA8afTmeWJxnhgWnJ+FqzUJT1D+yOheqxfkYTUtO10kN2dNHm5bIUvXtXjFCIJy4HDYJ2Qk3xC4zwqRdKxr/PXIRr8pGn55/ddIyusi7zUPRd4r/dnvCUQCvPyW9J7JWh9/7jlsln/PJ/Tzx69coFwuF/7m3/yb27//r//r/+J/+B/+hy146C//5b/Mn/tzf44vv/yS3/3d3+Vf/9f/dX7zN3+TP/2n/zQA/9A/9A/x27/92/zL//K/zH/8H//HLMvCX/pLf4k//+f//K+k4AGZza8eICGIBfDd3TtcgsOHFDol2vmWppY5/zwNsgHHwLff/EwWwbs7xnHkw4cPBC8z6XZp0kjGbKOEzBa8u2+4dCdOp7jdtPM80V+6jRipTWS3rynKDK30tonKjSo5C/0wSPdA5O7+JsnLxNW0bSsu55EQFpwfcX4iRM80jmibb0TZtZDIUyLmhw8fOF/O2wXUdd1m0rUG562b093dHe/fv98SkUMI9EOPTZvFyj2pKkGqHp+fXoiOdoXmpQtom4b7myMhOCGAOUdYFi7dhWnoyDJDmefYqiS38pwxBILzmCynblpsHvBe1DwuFV8RufGzK4dQIV+KY2rXXQDxV1i7IudkDPd8HgjRsN/fsr+54ebunvZwpChK6qalbXfUZU2Z5zjviCH5uniPxqCi5FoE5xj7C/PQk1tNnhnGsNAPF8qiSiRrT1HkgHRCT09PfPjwkXleCMGnEaGhrlqB5FVMHhyKoBLPZkWwlMZkFrSmbV4kin3fM46TEAutxYfA5dLz/PSEc06UWsokborZiHArCvb8/LxxP9ZrwGnwSZpZJY8Rm+UoZTBZzi5A00ayomRxKXjRuUQUzsi0TuZ3AosL5yCjrKrkISQo0rrwr13Y4XDgsN9Tpo5daS3jLudo6oavvvpq62ajl7GT9P0Cwct2IqPHpi64Oe5QuCSrNWRFTqYVfp6weU5bl3SngRgcmZZNrGlaqmZHeziw+EjfnRjGGaUz5sWzuIDzkJcNVVXStHsJx1scCoWPstkRFH7x7A9Hvv76x+LjMQ4EpXERfFTsj7eiEHETyhqmhOKs5l9rtzx7xzL6xLGp0NZKam2MsrlqTVSKcxqjdJeTOEB6sbo3JiXpFuJvMgyDhKKGha7vOJ1GstyJIzWibDNZRlHV1G0j8R9VgVLSFBhtkpeUxbmQ+ARhQ6RX36jVwLCu64TAiAplf2jJC8vd/c22pmwZW4k8uswjqsrJMgNRfJGGoScrpYCzuUj8jbXoxDuRRi1siMi2fa6kzVdHRCSxLw+TIkXrdbyxenfEDYUoKvGnWf1HjJWmQDZ/2ZJzY8mTWglCaiRDGm8Ij29JWXEqGRrK81uyzOKjoOerQeg6xl3VmWtjvX7d2nwrDNbvw+cFxM8hI+rtkm1dL1/ej/ReqqvC5Op93ZQ7Or3HEbmG4ucjtvUc3kJigM2/6Yccv3KB8t//9/89/9Q/9U9t/165If/iv/gv8h/9R/8R/+P/+D/yV/7KX+Hp6Ymvv/6af/af/Wf5t/6tf+uzEc1/+p/+p/ylv/SX+K3f+q3NqO0/+A/+g1/1VKjKii+/eM80TdtiVqSxQ57nPD2d+PTpE0rBft+SY7c04mVZNlLeqmpY4ciu67ZZf4wvFeMmeyxLMisufevMcJpGFrfg/IQxLUVhJE9lnpimWWarvIyMlsVxPp3ICkEXxDhIuDTGKg7HHVobTqfAMF4oqwwWz+VyRpl8KzTWG36fVDpN06BQmxHWSpoqk1GVpCqfNiXR4XCgaZpt3PP49EgAKSASgWu320mhNk8vHhbzjCoKjBYzJ7fI+RRFQWY1eWaZ8wy6wDR7lMowlagLpnQDO+eYQsQNC6MDnRWAxg0T1maSpdRfGMeFNRLCLbOkPw8vSb7TOOGd/O6+G8hsidIFRmfc37+nqGuaw4Fq11CU1dadtnWzFbd+FlXKNn9FOEFWG4yCvrugVOT2eGAae5zWdGMvLP9JUlnzXJCH59M5IVKO8+WSuuwj7e6QumCAwOLEZTT4mXIvn19W5Cht0dZsxm7i2fNCcivLEm1MkiuLimS3E9h3HCZW+SO8zJPXUWiWZSyJqDqOI24eOdSS0l0moq7WGmPFol8C3+Ddu/fEtf9M75NREuQ49j2XS5c8NRaKSuTQKzlyXWSnVFSvAXVN26ZwvpfR4UrEPtQHVhNGNy8ywjGGPvFX8H5DCpVWED3OTczTSF4IcrK632ZG4ZcZ7xaCl6DC3a7BoclKka9L8bUQQjLriorZBSI6pcvWmCzZxvf9pmwahoFxGNBG4iJkQ1BUdc04zQzjhM0ycduMcZPmXye8SjMhm97hcCDGyOPjY1IQum0cJ/4kFU0jCPDz6cTQ9WTqJZfMaE2ZFxituVwunC+SuRSSJ0pIhnjeR0wa01prmCbZsMZp4nDck2Wi8pKE9APBhw2hlXt32TZU58RQT85XiJ5Ns2DMS1Bcs5rPTRP7/W7z8RADtBoVZ6qyAGMZpwVPYBh78aoxYvIVQhBpdfKzWomB15vh+v6/PtJe+tlGCXymYlmPzSsE4dcFv6ILL79LqdV5dUUdhFRKXK9h4QZltiAUMXlhyeccPFs6sLZyPx+Py5vjFAmuXROBzWfn/pojcn3+rx/31nH9ul8XE/H6768esxZHV7/ws3+ue8Tr81j/vTb1P+T4lQuUf/Kf/Ce/9wUD/Jf/5X/5S5/j9vb2VzZle+u4XM68e3e3acKFGCgmbRLOJc6Cznm8cxijuLm5JcvEdTHPi81V9HS6bGSncZySPbOoUoQAuSSm/iy5NIjMa7fbkWeW7nwmJE+KlXMCka678Pj4JGZCSkhth8MB7z1ddwYV2e92jFPHOI3ihTGIPl+rFN8+D9zf/xilDZfzTAwOqzTFToqL1eDIJr+Am5tnHh4+4X2kaVvmZUEZQ51u8tPpxOVy4Q/+4A+2zltC4hyn84nVHEilBTRPgX/rmGCYRqZBOA5ohbGGcex5ePhEnlvqqoBGjKKstSirxbCtzMmNZR5GHj5+AP2MKRpM0fB8mZiWQFW1LMtMmRvqtkWrgIsL43jBYJAOxkvg1uzwLuL9TOYVMWrO556ibDne3FA1e2xREK2mqCRdtkiKkV0rxeyyyKYVY2RxIRUskRgkYHBxL3LZGDx1XXE5PbIswtnQxM14SBvNNIqMsq4aitwQGxnX5DZj8R4f5HPKs4KqMKjocLMiL0rK1H0aK5uNh83HYZwmkWoHt5HfVt5V09R88eWXKKXpLpI3VRSVSGFZESVxprTGbl4RIKhgWTfUbUORitJpmrEhYrIiFe2e3a7AJxREWcvlfOLUd5IDM0mXXtfi72CvCh0AYmSZZrrzhaHrRR2323HY70XthViWa15gY4vFLZLkraLCJEv24GVU2fUjfddRlFLQzT5ACEQlZm3aaLJc3vdpGunGnpjGQvMk3XkwGRmiQKlNjs1L5sVz6ScwCmYv13eWI1naMbmEGuZh4puf/ozHpydMZvni3Xu++tGP02c2000jp2cJE80yy+PDmRADu3ZH09Qc9ju6K+fqFa632lDVDeMw03UXtLZiFpa9qDPW5sl7UdUUudnGO8skCpXMCMm7rmpphi5nLpeeaQpkueXJPV2pbGxKuL2j3Qn5ckgBjPPs+Ok336ATb0j4TDUg4xtRnkS8X7DWkGdS7PV9v3HklFrv21VyKhbzx8Oeui4l3NBLPEZAJet0g7aWqirF28UISrmStfXawF+RPN9CE9ZDCmv92fc31UqSR8f4sqk655N6L25FlhjKhc/24+sRiaz7mhg8KwND6YiK8nPGrKaM6XyUKOiE91N9Js1dR07r7wDS+7d8VuCuX5c1++X1vSa+vnVcFxrXI5641lr8/HjnGpm5lhlHPi9yXn8mpHdkRbx+6PFrnsXj+YO/8wfc3t4SY+TmcENRLPT9hbLI8G6mrnIeH595enpitz9gbM5XX/8YH+DDx0ecj/gA47SwLI794YYsr6ibmnme8CGyPzaAxvtH2QTOgyw8NsdE2Lc7MmU4nzvGbuLv/K3f57A/0LQtUzdRZRX7di8bhn+pWsMyculPzLmlyGu688RlGrk5VnSXgbJW6bwiHz5caJqG42HP+XSWkVZeUqURg9GW86mj70bxV7A5i/NgLEEbhmmhKDL2NzdEpXl+euLp4ZFvwzfsW4HRYwi8v7unW3pcEP+DaR7wQRJX14JEvDgyfJSuahl7itzQDReMiuz3LV1XoYk0dYFRYpJ3f3vDbtdyaGs+ffhE38+EaeT54cw4gwsK6zVLcMxjYH9oIS/JGse09OS5JP5muahsbDSgxTp5DppxcExxpDpEDnlJdTjS7HeSD6EUx/2Rum0lTMvkIhGeXOIoAQnWjlx1YVrRTQPnvmPxjj5ZlsfgqasK5wJBe2bn6U9nYamnrJC22RHTWKq79MzLSGY1WgMqAIasEPLq8eaGpq4wVm2d9eICny6fUMaI50xREbVBZ5aul6Rray3Hww2FLfn48SMPnx45Hm/Y7fYS9DgMEl7Zj8QQWBbxa8izkrI03N3+Ecpckm6NLdKi77F5ydPT07YQXk7PySky4gBPlKiEocOqiNXi/LvbHTjcHClSPH0IgXEY6E8dcQ7kKqMsKqqswiKbXXCOcRiJLlLYAk/kdLpImu4csMagtSWg0Tbn9PETQz+ijcWFiEfTLzANQvqNFp4uI4EzbVWyzCPj0EEI9OOId56izbm5u6VqW4q8outHKT7yHKaFsHjmMMsopetESv+s+dGPvxIie4hgM26++IKqqrm/e8fhcOD5+cSnx0dijLRVJdwko/n6i/fbiKHIC/CB3GZc5jMqws3hhrZtiVETloifHUXecLpcWBw0TcPNcZeKUw/BYZSnyDVFLj4xWkWsERRYHGiFr2PzDLcElslzPvf4MHK8uU0eTrKpHfZ7kvkJy+zZ7/fi/eEiZZFzfha0xlgt4YBpRDNPI26ZqMucqi55d3dPvTsyTI7u3DP0E0VRJTuADFtbxnHg+fEJoxV5bslzQ1HlxBiEXK5AxUAMjrHvaMqSQ9uSG0OmFCrxoFAS6rqOdVaVTIyvOvx0yJevKZyka3TdXM1228sEQ8iwMv5J5mSarRhZgZwVPNmULCpFqpDGMCYVGEnFqZR6oe0qjXfr+YofFKy/Y60U1ieWQv769UgRIcIAeZzankttfiY/zBgtkl7PCldv/5/O379S9bA9GEltfClSVOIF/VwxEqVg+6HHr3WBcnNzQ1kK92L1C1hhxDYhCzLPk9n+5dLxt/7W3+b+/p4QBOIEhcS0i3JBKZ1sgms+PX7ifHmWHAezQtEC7WXG4BOnwyjxIxmHeSPUFnlFXYO1Aqm7RXwkbm4kvO3x8RFtFZfLCa0V77/4gizLGccFa4UIVWQFu92OLpk8wUhTSVLkmkbcdX1yTfXbyEogYZ+Ksj0hRnRK3cys5eb2RgirCnwiFIt6wjItIzGyeWFEYHGOrusZxomyEs5ALHWSNA9cG/QQPCTYv8gtRu8osozMGHFhLUvUITBPPf3Q8/x05vF5QOkSW9Q4NxFVpB8HgvZoK2ZhEYULiCw5itRNW+G1mKwgz0uMySjKirt377l9947j/d02vgIZW22W/cuL8dUKdSr1MtuNa8cUgoxp0vhvHAesNWhlk8X/Qp7lKBRjGCWbpk72+HmeUB5HCI4YPEIpc2idMy+JFLprqOqaqhYEwy8zAdmYfbKMlvd3JngpMvp+wHufzOT2m439PMuooru8+J+IoZRBWwkYBNjvD8ka+5gky5KEfblc6Pvzxlu67tidc4QI/TwzLTN+WSgzS12XaCKUJUWep/GW+H0sPrBMM5nWFNYyes/l+RmbiladYPMss+SFeD5c+p62bmnqVjg0ebZxHoZR8mtMylKxWY6xGT44hsnh/CzBfUmJMjsvXIDZCZ8oCpcgyyXm3lqJNch8QM0L87KwzDOXYeRyOW8qHzF3mxn6nuADIXr2R8k9aZsWayxukQ7fJodpH8SDRYo/jU1jgeA9IfEcVkuENQ9sGh3ffvcBCTu0hAB3d+9o9w2KQAgy/glegkzzzFLmGSZx2SQ0UkZDz88nsjzHLEtSdjmMNkT1IvssimLzOxIliE4mfwGFZn/Y42bx85HracJYQ1NJoN4yz5R5xrt393z55RfMy8zHxxPny8g8LSg007TQ1A12JwWAUYqsLFOismOcetwiCIM2maCsPjItMnI7n0+MfU843Mj7qfW2NQaE/7DWCKlN/4X7xvUmevXVV8jI+rd1oxbp/Gd4wOc/vj3n6xHIm1yM9OO/fK/+HJX4+fP+/DFvoia/AmLx+jmvf/Jl8PP6+AUv4i006++XAqWqK8oi39Qs6yK2zrRXSbFSitOpYxinDUJeZ3xrsODK1QCZkc3zvN2wUnSoJNPUycE0po0g8PDwyPPzE96z+YSsi/qcgtEuF8kEev/+PXVd891332G0bArzPNElMm9dVzS15OdItlCN9xIEN44jVdLwr9wXYIv4Xnky6xx4/dPUFcs80nd9irmXcDGlFd3pnGLZLXluGd2EDTJSEDMlTYxq83DwXv6gpbCb5wUdNaYUIldcWd0RlnklU8pF+enxWQqNZeT5cqKbOrqx4zL0ZIWnLnO8WlhC4On8SOkl1yV6TwyKxcm5KGOweUlWGvKiZrc/cnOUkME6zcyb3YG8Krd55wpLXnN31q+tpDelXmBPaTqioEfOJcWXKDGc8xR5tqnARFkki35d1+wPO/KUNaS1wvt5M3ESHo+iKAtUkBt1TaP2QTq1aRYjrpgW25X71F2kI55n9yLRVFKc//SnP+XTwwN13W7uytf23esYAdjuC8nmQIpnrZLF+SXJS52Y1KXCfFlSjkyW83A68fD8hJ9nbo8H3t/fcJOUB9YYZrcwL4JmGOfxi2d0A4ubcV6KelGUSDZJVYm8+HK5ME0TeZFxONygkjeKsRaVnGnnSRxX9RX83nUd1kgqd5YbcRs9HtnXFVopxiGy5KLi8VZGDN4HXIhEFDbPqJRmdh43iGrELo4sy5OSJ6aRa2AcGjIrfj95Xkjej9Yi5T919P2wcW6GcdgK/VUhtSpg1qYgz/NNdruSl8uypF4W0Ja7O0NelOwPO4kj8I5h6AUt0ZpIRBm18eGElLyI4VtZEJRiXkTuKmRt4UCso5aVULsa9CkFVXVgtUK/bnyGYcD5Gb0ojIqUKud4c8PtcU9RZCyL49tvvuGn335knD1ulvWjKErccsRaRdu23N7ekOeWEBYWN1OUlk8fv0VIuzNaZwR0IukXzNPMkowCYxDNiL7iN70eJfxhHj+E4/H66ysZ/Bc9z8uY6e3f+5ac9xf97tfH9Rjr+57rD+1Qr4u7P7zP4te6QHHOMSZG+doJrKTXdUFdMz9O51OyUC5efjbJIsUsaOZwOGzk0HGUlNC7O8X5fGboxu3nmqbhfHreZKFdl5In52VjYK+V9Mpqr6pqW/xX86w8z3j//j3DMDIOI3leUO1bsUj2Ae8EViyyHGssEUEBVpRmDemSImfm8fGRjx8/EkJIQV+7JIcT9r34dGQ4b/HBkWWGvMzRmSYQ8GkGa4xlcbKIhxBl41SaLCuY5oV+nAiBzX9imeIm4Y4h4Jx8HkYrlMoI0bB4+PR44nIZCGGi6x7p+pEpelSmyeuCel+DVSzdjMeh8hJbZkRnGWeFtjVVU1MnDkleVJKfsj9wc3vLfrenrGsym0MyOlsLEvicTPdzds0bi5/UNshcNwQxHuq6AdDkmSyYWkFRSIiXmAKapCSTVFLnZkBi4LVR5LkBVaCMxlhD2zREL7JMlOZ06eiTKksrxeId4zyjjMEvjmGceD6fiBG8D7TNDqU0l142xe8+iMy4rCqiQooEtzDOE+Ms/JXdbse743v2ux3H25uNmB2ihD8Ow8DD0yPn7kIMEZPZpOwQlU3Xd8xjL3LheQYv2VA+qTeaphF1UQwMoyAoldIYpenP3Web9TUZfUU6x1HSwps8Jy+K1LWmULKEzLW7FlfkuKXcxk/9cGGcRsoi47Dbc9wfXqTLMYjJmPdMw8AyzxijmdyCmWbKRcjM67XuFskm6gaRuaMMwQcZb+hAdznLteFbog+cgbpu0Fqug5VYnuc5fV+gtDQ8u91ua4YeHx83hVyWZVuYp3OO56dvAbmf5sSJcs4JWhA8pMI0sxpCCs20Gpsb6qai3dUYm2OsJDR3Xc/lMov6xSjmfmFeoKzqJMt/6cpDSite15RV/vzw+MA33/yM7nymKHMptFJC/PF4pGkqSVJ+fpKYgmVhGCfGbkhEWUmXHoaOPLeUhSFGRYgOrSHLcr788st0rsLFM7YgLwpx0FWJrBql8TFr85X2gdfch+87fo7c+UuO10XFD/k9v+jrr4m4v+jxfze/4w/zeOt3vFV4yYPhF6Io/zeOX+sC5Xw+k1mZz68uk1rrzbejruutGHAJ6l1lqs45Hh8f5TmyjDVVdTXA0ZrNGyKzGaflvOVQHPcHQWmAaR54fh5TR6cxSaWwFip3d3din15VTNPEp0+fRIWghJzV5A1FXtD3w0aWkmRNsRofhxFrc5q23RaPteO21opNdLpoViRl5TBIAdaRF5l0TwSmSc7VOy9kYLewtxZlDQGZn/bDiFtkvDMvLlkTSzT91Is1dkiQsNEmhRgGvBcpXYgKHzVWZ0xOJI6ZMUzLiKJHaVGfnC8D8xLwXlPbHFMU+AiT9wSt8RH6cUZhyKs99eFWwhff3Usxkuy187LAZhZjLNbKZ7lMC95fBWBdeQasXcVrhrqMsmX2u85elVJYIx4zSzJiq6oqGQ8J2c9aea68EB8bFJuTr7Vaxhe5KEqUMamLDdv8fEj+IEormqamyDKWeWFyC0tSijw9PfH09EQMUJQVsYbFe7peOCara/DiFoaHB0IIL6O7tAne39+z3++3a0Ret6ZpWvq+S6NOI9dgkPvFWktVN6A0T89PPD49MwyDmEod9uybJvldXIgxiNmakhHhOE3MztOdRRL79PSYjL5KkY0mhKnve0H0lBK5/scRbTKqRhK4tXrx7zEK+mSCqJUSJ1alaFvhZ93dHGnbhqLM8cvM0I2cTxdOpwvD0KGAIs8wk0dPC8M04zkxz55hmhlGUd6sChptXvwz5nnm6fGR0/NJ1C1pvGa0oW4aTCvmeeM4ScevxYPmcrnw6dOnrXHRWvPu3TustVtw6TRNNE0ja9blIv5E48w4z2R5gU+GXi7licUgiF9VV+S5RWuFtqK+KsuSEAP92LG4OakLF3lvx44i3wEk36OwKbpC9JRlQVUVnxWPyzwng0Bp8A6HHfd3NzRNzTiOPHz8Lslk5fpp6gadZdRVSWbytK4JuoOKnE7PzGVG01RoHRmnQZowm2GzXJqnvKBpD0S0jIesyOetzV+aiisE9Ids2q/Jo7/KRv9DiLjXPiKvi5G3FDCr+ue1nfwPOZdfdvwqY5S3nv9XKY6uRz+/qKj7RV/7vuPXukCR7JV9kmkdeXx8pO97tNZ8+PCBd+/ebXBrVZYsTqDyb7/9ltNJSGRiF55t8P/qE9HuGi6duB/u9wemceZ8vmyutuW7d6gYOZ2fxGDIO8Bult2rAdN686/Sz67rtn9777GJ0l2mNF2jVv+DjCIvCP6JoANaaZZ5oOfz6nsNAHx6emK/3/OjH/2Ib775hqenJ47Hg7gY6rQhJ2O7aZrIbMb5Ih4ph8MNKI1LM/uhlzA8m2USqucBhAS5LD6NeISwmGWWIpOiZJ4deZGRZRUmK9DWMk8T4zTJ5mINGiGaXUboZ0WMGRGLi5bZi6pEZyW7Y0ndiBfArt3T5kdubu54/8V7bm9v04Jnt5tJOBICKa+qJngpTK4XmFVivY4/riV9SqUFJFlXx2DY7cQivj8/U2SZJFoPPfMifBTxPxATPSEmvniPlGW5jY+M0RgnxOdpGCWA0VrmEERKGSPTvDCOUlBrY7gMA0MyBDyfO2JE0nZTDsg0yThPHIhnGa3wIp9cu9yqqjgcJBNoGISHMk0T8zRRVSXTJKq1/f6wFfBy75QJhlZYm1OWFdkwoa0WU6n9jjJfs1YG5mnGZIJeScEhapSuOzMMfXK9NMlPI3FVvGdMjpzjOFJUFY9PD7ggqa1GiUtx09RoBUarF8fOocNaw93dHTfHHU1VU5Si+ugvE49PT3R9j9KaZrcTovC88HzpUVXD7BwuyLjWR4U2RjZbVsWMyKOJgXka0UjRFqsKq18CMQUFSkqjMND1PfPyEj66jl5XteF67a2o0jSJC+s8eYqyFAXZsrDb7dJnKjYKz8siRmDO01QFWmlxANbVJpk/dyd8kOThsioJMcp7kJqiqqm3zyZGv5mpFWWRvHxIRpfS8FwuZ2IM7Pc7jsf9NsYGkkv3krKCJCFZG8O+2lMWBZnN8C5JzQsp5lXUKdXao3RI5yLP0dQtMOCD5Jjd3r3n/v4ddd3K+xYC2osvyVq4vj5+GYpxXUT8ss3yV0Urvk/6e+0BdF0gXZu3vX6eX+V4zXP5ISqev5vj+xCU6/f2LaTo+871lx2/1gVKlTgGK0l0zRpZb7imabavGWMYxik5jrpt8V4XcoC+7/nw4cOWAtnQ8PT0lDwJ5g1pyfOczBi6yzmRLqVD1kq07ussebWrvo4BXxGeeZaN281h2yQzmxODZPHkxtK2LcfjxDhKSJ6bl62wWXkGa2jY4+MjwGYId7lcqCrJIFkD9WKMfPj4kapquLu7kxGIc6L2wdD1Ax8/PvHp8URZ1djCUBYVy+LJi4DSliwv2B9lDiJuiBqjAxpPQAssbSwuKDJlKescaAGRztWVSFDr3UTX9UyzJ0tW4027Q2nLzbsfUZSlGIc1JW2zoy53WGOp6oq2aTFGS+J0UuCYPAeC5NcgpODM5lsXuDrnXs9jV2QFXhAFo6Xo8VddQV3X3N7c8dPf+9uYtkqFjEqf6ZwgfUmHPp/PDIOYLmllNzdX2ahmptltn/ca2FcUEiw3jiNFvmw22lWV4byYsT09nxjHhcPhIB4lES79QAiB/W4vnaeX8aMLnmEcKfMqmZE1YtqVbMOd91w2MvXC4+MjLo1Z6qoS7kdYgMA0zeSFOMjOi9uIliEGskx8OcrcENIIkRjFJC3P0+Pnjai78h2u/U6qquJ0Om3IYlEUZCHQXS6JCC6E9LZtqJsKqzRj3+G9Sfe9Y7/fc3d7pCrytHGt3i+TxAdoCWD03jNOsyAj1tJPI43zSWkV08jLidw6CCdoGDo+PTxAhNxaVAzURU6W3qvdvqUsK8qioJ9GxnkQb4u6oH/oeHh4TNyyetvwRWXzvJGQlVI8Pz+ntSmiF8nBatuWOa1V3jmyppKvWc3pJA6uY1yoc0PdtHgfuPQdKJNyWSwxCqm8qEpU14ka6OYGa3Ken595fn7cnGCrutwKp9vbW6yVzK8st3z9o68oUjZMVRUb+dw5v6Xfyr04YXKLyS0KRVM3BA9uWbbHl3mO0pF+6IUUHwOZKSAuFGWFzTJOjyd8IgpLwngpCpZULK9eHddcsu+Tw14frx1Y15HcW8fq47M+7jOFylWR88ses37vet35ZcdbeTivi6vXz/mWq+zfze9+6+dfo06fnRMvA57Xv+vvBq26Pn6tC5TD4SgKHa23pMzD4ZBMs/LNjG01hvLhJfp5vSivHflWouwaipUXkm/Qdx3TKE6e5/OFpqqJQWbaNzeHrWOL0aBQmxHWCrELK95voX5FIZuZPgfOz4+cu46yqrAmwy0ukTDVdoNrLQqBPM/xqaBaSZJrmFoI4kuwLv5rt+wWvyXITvNMluXUdUNdt1hboHWBMSXj4vFBLMzfvc9TPlFOBNr9kfsljUwSLIlaockIYSazsphoJRlGMioo0gaWb4o5aw1lWWN0xjCMDNOCUrIIZXkhiopMOAhFVVJXVRoJZJvyRhlh8YeYgql0ImkpRQxB5t5aY/SLm+r6Pq3coLWLhZdFy6eMDa1eItzBooucr776mv/z//jfOJ2e2VUlPgSenp7p+zOgOBwkbbeuG1Tya1lVNOKnYwgRfEInVmtznaLaF++TA2yW/F4iLgb6YeDTwwNd1wuC9P49IURO57NscNmL9fU0TaAkqGvNXFqcOIjaFIWwEjPFMTb9/mTvvzoKr5ymNSU5xrh5NKDE8fbSp2ynoiCzDQoSEjIQugtlVQu59CzE17JMhWldpd/fbG6Zbdvy8eMH8ZqJkaDA6AybC9n85rBnfxCJ7cPHDynaPkv3UcF+v+PmsCO3Rt6r/kJVlZvahwmGaeZ0euZyvmCtYX97R1XvMJmcg7FC+l6j7pdUXK1NRVWW1PkewsLxeMN+f2C/30tUgHOclzPTsqCU+OE8f5LGZl1r1k1xzR4ahmFzll5J9FprrC0IEfIYwXmezxeMzdgfd4QgShq/SLMzuwmrIk3RECMM4yg+ItpIzlQpvDznPSEo8rygrkqaWoqZuq6JUe6BtZBez1UpxTiKE/f7L96jAb9IM2Ct3Zovawx54s+AXN+Lc0xuIc8yYjLVWJGky6VDE7FWYa0mGSdTFbU0B9qiMVRVTZEcWo3JREmVFWSZ8GtEqvr9CMjnBPj42ea+rvvfV8Ssx8qXev2c6/uz7hvrcV0kvC5WrveZ1+dx/fOvH//Wcf2410XZLzten9evcnzf7wpx1Vt//++6/n1/36h4pmmSWXQqAK4DxV46XCHDol6q4VWZsKIpq8JhndVrrbmcz4RzMtdJPBelViVPIpJqke4WSHbGPMlYQSm1hbUpJenKzrltBr1uAusHZpSmzHLauiYrqm2DOD09iUTS+Q0+L1cpanoOWWQix+ORYRjoOok5XzOHYhQjn2XxaGW5v/+Cd/fvqOqWafGU1YGqbiirPXnRcrxVQnRMqIPzq9MiLEHCzrJkxLXOgcvCUBZZssRONtRrMVJV1GW1uQvGEIlRQ5RNHKXT4i3W7lIkpFFPsu02VmNsFC+WJRCdkEtjlOC5ECStdD10lEV6vdHXheO6OLmeXcvCg/BV1wVEGYSPIs99vDny/osv+D9PT+wPByBwSvLeYRhQ6kIIiiIvkqlYRoyiuFn9KECsCuZ5pu96kSJXJeOcnHKVTqGC4tkaJhn3nE5njMk2/sg4iqPv7e0tZVElZEjStYdpICzzRgZf3V3ruv4s7mBFb7TWZNpsX1+JkWthvaJ/IYgxoY+RkGbmznkW51LhabF1jXeOp9Mz4yRy32EYcW5JZG3IMrvxHKzVLMu0mWDJdeOJwdMejuRFTlFmZLkgUZfLCb8s7HbtZq2dZRlt01AWFggylosyHpkSSnnu0vhoXsjKkpubG+7ff4EtKvFR8Z4QxDb/1HUQZaS0jmaM1mRG01QFeMu+3bHftRgNhEieWeEWKcXS98zzuJFgxevjJZm2bVuapuF0OqXXdNlGtTFG2qYhy4WU3I8zXddRlBVaHzFaNscYZK1aosMq2B9u2N/cCnk+QF23gObx4Yk5rKOlgrv7ijyvcDM8P5826fjaSMn7EDcUxRjD4Xjg9vaG7nxi6C7p+pCIC611QqgLJINKEneFO+UhjWliVMIjyzKqKrIkpE3WYJ24dhPGBJy/oJI5nZiVvTQYwjXLQadRsfr5sLvtPkv39/X9vq4B35fW+/q47v7X5/Mbaqt+bqNfuX+vj+v157Ov87I+/bKi4fse86uMcn6VwuT7uCSv3xN5HX+vKLK/5gWKhNwtW1dyffHlKd135ZXEKBkabdtuNstAgnU/r7bneWZZJqqmSq6JivOzdHdZlnF/f0+RZ1xOJ3xYO2TL+dSTKM2sGShVJbPh0+lECOEz1j4RijxPFulyZFYyJ6yVxX12Drd4MUqaJo5abZvGuqnM87wphZYEpYoldrPJBY3JqOuW/eHIu/svsVnO4gN9Ke65YJmXCe9nFOPWTWVZLl4TxlI3DUVRUdZlguol3TmzkFmNtaloIaLSbFUbQ5GLpDkI3ox3kejke3Khkzw2IlkjBL/g0yITI8sy42OAGLBGb8iNuL36awMErmlnq8eJTjLqa9RkHTG83HjhqjNaHRoTodZAnhW8f/8Ff/B7fzuR86BtdvS7EaPFU+Ny7nlyJ0BtQZXzLKMscZJU4qfhHfMyU4YKIix+dXWVQDhSMu60LAzTRFSK41Fkt3/ws2/IbMb9/Ttubm8hwuXSEXHYPKO2immexeMjzyiCQOM6+cZkqUAexoHFO/IsZ/QTp8tFNhoUp0tHURT4YcRHcEFQF2UsPogXyYoGlGWRjAKFAFxVFdMyM80p9ykIZ8Oke2LdoFcF2jRNm6z5pfgX+WxRiA+QuEIHqqrCGUNZFCzJ0VlyPWQU5d2E1Yb29o5pnnh+OkFUeBeYZ0eWFewPe25vbml2e1QmiOQ4Drh0HeVFIdeo95/ZDsQY8c6TGYlxUCgIURqkhF59evjI6XTGeb+NzLwLn22W63i5bVuenp4EyUrrw7I4jscb4SElW4Fh6MV7pu/EoRk2O4XcavaHHU27R2Fxy4SxOSDpycM4MS8LIRWQxljmaea7bx9S0Ws2Ls+6XhVFvvEkrBVvmnEc6PoL/dCn4taRGeHtjeNIlUu6tDRzGS56GTP2I8ELolmXMp5q6pZYlpRFRlWX6bMb8YvEikzLQnSBphDvGbWio8jozmgrTsFEtH4ZM1wf1zyPt8YTr1GRFVV/67guDFa5/2ZFcLVvvP5dr5/jhZT+agQUX+wgrv+8NRr5PgTihyIhbz3XD/2Zl0buDaTk2rDtBzzPryJ7/rUuUKqqwrl5QyfylAIqHa3axixFURAxmBC32PmVwDpN09ZBrI9VSqWNcUl20yZt/nIT2cxClBuhrBpWcqQYHr1AW2uBArJArN3S7e0tPil9iv0eY7MUBDfiAxyM5fb2iLEDDw+PkqlxFgg5z3PZAKZpUwisN86yLNv7UFVVgvkNIfTkeUlRNJRFQ0QT0ALHLrJATIv4e8ToKTJDVRXJBGxHWdUpYbWVgDsricEoRSRAEOhXK7FJ1mrldujEc7kOthILfZuniz6IuZRLIVtaTE3ThWzQSon0NwZBUoxKm44XWbSRsZpWJpHmQMUoAWtcufamReQ6/2Ql+sn7txYoEkm3clDWc1Ras9/tBcVQ6zhgRCsh0WZZgfcCwcufgdPpnKzvZfHe7VqKwuKD3zqtOZlRRQI2y8RzxVjJfZlDCpQ02MxKiKLzMmI4HBJHQJxtvZccF7QmxCAeHJNI44OR0dUqoV+l9cp7ok0E0RDJkkzWDwMRgeunWYIb1wTs0+nM49MTeS5dfL7Z6S9MaZxaFIUkc3tJ3s2tpbDCGdkl9VWMkcWJz8bT09NW/K+jgjzLaNtGwgKJjOOQFsiA827jeWmtJAxvWVimQX5/KppE/i0bZGZzdvuWu/v7JAuWLn0Zho08v8qDx35IfjduW1iXZUGVBbu6pkljqqwUKezT6czPvv2WDw+fhDNRlszLTD/0BHk5G39tJcTe3d2xZg2J4WS5EVOHjQA9MY6TcL9SwTtptZ2XNCUtXTfQdQNN23J7e4cxlq7vqaoWY8R8TmmF99D30zZOkhydeVtPr1HktaB33vP08FF4VV7sCrquwyiJ7AA2DovWmohimCaGWZSAREWeFahoyDJHXbcUmdwHWoP3s0Q/2Cx50wSci6AURV5KJEUhAoK4ck9CJLAGcP78Zv16nPKad3b9vfV1v3W8NY65VgxdI7GvuSLr8Xr9uT5ijFiT/Rw68hYq8rq4el1s/KKC47rY+SFjlp9Det54/s/+reCHFiggBf0PPX6tC5T379/z+PhpgyOrqkomULIh2CzDB7FGz2xBCJfNgG2t/tcZ8Eq2XTuH9QYVaFYKiKcnsRFXwOIWzucT/lmsw3e7luPxwDy7l/msFS5BlonT4rfffkvXdayJoE3bENxMDJH9bs934wf6y4W7W8kXand75nnhm2++YxwH0BKzrjND1/d8+PiRS3ehqWUhd6uJmhL4PaKEFR8MRV5LpkiQzVtHhTE5Sk/4GMnzgnfvbzjsd9RltuXv5HkOWjZtbU1K/EU6TiXBlqQNfE3NDBEI0vmEmG7OyMZbUcSU9/CSYWGtZOlEL66WyqTkUgVeCedFG4XWiugjxCDptkrsoW1CHWKMRO8JCqy2WzHy+s/rxYYYkzqJTf67FlQxiqvrkgLS3LJwOj0xz8uWkSIFYSNF7aV7Cc+rnTj4ZhltKzP/5Uk2hXEcWbyQhNvdHmMt4zyL3bfxm9+N1prHhwd2uwM/+fGP2e/3VGVJ1w+Sbpxeu04dWZlcVNdiYeVWrUX7+rpl1GnIEqooAXDQ1DWR5NCpYJpGTs/PUgg4xzLPhKCZZynsldZ455KRn2ecZ6Z5SqMFSezNM0Pd1FS1bDZd18kYNQaqqhCehJfirChydruWtqmx1tBfLjw+Psj1EgJ5lpFnGXVdpzwtxzKOGC2v73Q+U1aluOuenpkXURZVdUvT7ESabwyDEwl9hKssr55pHOn7gaHvts9Xq1RYJ/NGk/Kl+nHkpz/9KU/ncxoNyoY9TFJkuFk2puuR7+rfsnKRVg+hdVQtYY0mecVc5P31jr6Xa6KuKlSV4+aZcRhQRcV+v2e/O5DnBVlW4HykHyQOYLx0EiWQ7lsZhUuxlxditgbQ7hoxFEzN2+IW5mlimnou5zPeebQSjlbb7ri5uZVGb+7FzTdxeIZpxEUv1ugBrMlZRzVrNpGsvzKiL8uKPnnvFHmBzQSBbNqG27t79vuDrENK+A4xelSSmn/f8Ra5dC1Urkc9v2hjvy5s1hHR9XryGqX5RSTWFbl9XcxkNv+l53/97+vi6/V/33otb/3M67+/+brT3OZ1gfcW4Vbofz//YURiWvcF1V7/+6vIqn+tC5SyKskuGSHdaLIoDWR5QVkasrLk4eFBbkqjMVbRj33iNGhC9EyL+E8YaxnGkWGcyLJcXGeDo8xLbCMjl6oquL09UJWWoZ+xmcINjhgVRisOhz1DP2I0MqO1RmBgFbG5ocwtVjfs9w3WyIUwLlJMtLuKoqrwXjxGJOvHUuQZCsm8KOqKcRnJipyqrVj8gl4MceipdzuqZgcxoT9eMc2BJVqyao8JAZvl2MxSlTVZQopu7u4TvF7TtnvatibLJFROjOjWzkG6GmUFvQAwmU3F81oRK0y6uGOQK1MDMaqN45Gu5vScVzctiUyotXBK9AuJWSsIUeSJ0ZOIsBmeQPAeFRUeGcyk2giUBK/JDZoIdVqi2uW+EUmv0iqNJ0QZE0PApYXGZlYM8rwn+sDp+ZF5FPfbhw/foZPSKsRI310oi5yqsBBzYpxpW5Fhh+AlRkEbTucL5+6M7zvhKWRWzN4KyzTNEpxmRBXTdxdymzErTVBwf3PDV199yTROdOcL4zTJ9RUlUsFqwzDNaCsbaZnnEnMAUkB4IUzXVcUyzy9pwsZQZpZzd6G/dLJ5ekeZFZRZBiEwx4CKAQOUpRjQBe/FUG7SaBXRNiMsPo0oFmJUFFpk/DY3lHVNXpRiTDjO9J04lxIg1xptM2IMtFVGcDNunhi7C4rIcb+HEIW8npeiSguKZY6JXGkIUeCKvus4Pz/RdZeEQAjJdeVNhZicVGWGl65RyaLSShC4ZR6J3oE24hac5VRtg9eaaCxls2P2nsfzmaAVt/d36OQ9dOk6rLfkOcxjf9WwZGkh1+R5kcjNNv3JAC2hpd7ho7jXOucwWjH2A1VhGfuOqpDoiPE84nNLUR4oygKUeDct3nPpLxIm6QPPz0+cU/SBUgqbS8GwLNLYHY/HpNoRK/phmhgHiVLwTq6Zh8cTRLg5HKmaisPNPVWzo+s6lM2Zp4muH2S0tyxpXCwNHiaCDszLwMdPM5m1WGvwy4zNDMfjQZRrSpHbAhcVmIy8qtnd3JBXNRidlg7Z9KRQ+p6NLo18Uw8kf1t5nDHighfUVYva7zOiKmsTQ1rntp16HSyjkgWBoMFSsMn+rLYTuEZ3ImCMQMPy5RfnEK30zxU1b45R0tfWEdNrJOQ1IfUtNOc1Mfj7Cpa1MVTJD0qFF2WcoNuSrGyt3sZp8h4qlJbvb43otuhHIeD9arzcX+8CJc8FuciXnIgkjQYkP6VuWo71Hee+Z7pcyIqMVrf0fU8kYjNL3dRiJpUcYGUePVGWlUC+yVMjhshu32KNosgt8zxy6U6gPDc3MgZpmh11WaAjFJlJ/AY2AzhtNLnR1E1D27Y8fPrI0/nM0I8UeYE2CbUB2XiAaZ6YplG6mHHE5BnjMqFyTVmXLItPTqELp8vfoq5bbm/u2O0OWCtQ7bTIDdW0B3GXbcUKPSK8jzVrZWXvrwRiuCZ/yUUumS4aTGKzq5XkZbbHb/Bn9BsrRCu9xcxvN3+yGVdKbnKi8FYiSu4I9UJM01pL5DkvN+JWsSuIWgqUkGahYesqpGRROsGwaaGS1FgNVze585K5opNCaLOaVwFrNc+nM5fTE8s08PT4AbeMmJAxjmbzk1jmCkVG8DMxzpKavGtZU1KnJaA6NtOtIlmYt7s9i3PM84gsbg7vAtPYERbH3c0t7W7HzfGInxfOp7Mk/GpFXhYsxmGMJbeWSMHs5uRvUtGnsaIxhrZteXd/T9u2nM9nQVq85+O334lpYFUx9T3OLRACptRYozFapbwTRVQRq8Uefu2E+2FAKyGDLgGGYWGaZlFTVTLqLKsCtMaFSFm2qGg4ny4oAn5ZKKqcu9s9ixd1kwqOaehRQUZfeZaD0Syzo8g1WVYm99d1kZTrZXUwPl1OBOepy4Ko1vOVLKgsL4luIbNKVDjJen4axdE5eE+ZF1S3BSYpuoqyIq8qbJ5j8hyvFE/nM8+Xi7j9hsDz6YzSirzIuXSd8M6cJKiLv5KMEquqoihe3KbXkc3+eODSD2R5zqrGWtVKTVVQFhlxqcA7utMzcZnxy8zsJiKSQG6Mpp8mhlESps+njk8Pn3h6fuJy6VHGcHt7S902tNUOYw31rqHZNYzJT+mU0CBjDEPfM3Y9IUgsSL07cHd3S1mUYMSI8TzISMwUBU1RUnrx/pF0eCjKDJRndiPK5NRFKjCt3IvLspCVOcEFvILZebQJRGPAZAQlxYsUJUj4Xvx+xCAtCwkF/fz7Yd2gednArzkk1yjr9Rr4+d+viPfxeoz0OeJxjTDIeaUAvTegn9fFxffxNNZx1A8pal4yxl74I9fE4bcOedq1AIoEH7eiaA0LNOZlDCiotXjurJwaVpXn96I0f5+MeIIXIywXRCIJisenJ1YeQUSTZyVZJvbWRJtmwGdWQ691Tg1shNJ5nsmzPNliy5tZlyUaUUX8dOhRRG5vb/jRV18nLozAmz5EsqIkz+WttVai5Z2XkcvNzRGlFdM3KYBvEGlgMc0EFGXd0LQ7bJYxz07SjL2TGHnEFnrtuqZpEcQoK1hmT5YVVHXN3d0dRVFibU6Wl+RFubnkrl3k6nZ7/bW3WOvrv9fF9PWYRKR4Ery4KnVWfsBb885fNN9czdNWOPh19f/ytdX1VW3eEtvvSQvZNZR+fUOuX1/5BvM8czqdeH4+0a6cm7IkaIPzCyHZ0X96eOR8PtH14m2xLAtlVROD+Je8e3efyJwiJ1+SP4qoiQwhiv39aue+Gv7JzL+ge+jTazTbOGAdR37xxRe0bcvlctncjKuy3mBjKTIlAE8ZyV7ZuFfpc8gyUQGtPA+TDMmGvud0PlGVFbvdjrZtNwJ5XVdbwKLRmq7rZHTjFmyRoayRQjctYKeTSI/9Ipww4UjUG4emqir6bsAo8fG5u73Du5m2KrFGigu1RLQx+BiFp9UYuRcXuabETj4wjkI89j4k9GNG4/BuToVKCVnqGLWmrurNXdlH4Ub100iMQRAYFiG0prFEVdWYNIbRWlPVNWUhxHPQPD0+Mw4T1kjhIzwZQWtMKizqqsY7No5b0zTbZ+K9p23bzZJAsrBy8izDR+GD1bW4Y1dVBUpUiWVR0J0n+q6nrYVnBvD0JDbz+/2evKrJ84zvPnzg00e5bp+fn4V3o/Vmorc/7LfRVtf3fPfdd9t1N45jGpcKsvTu3Ttxz93veffu/ZYNprXmcDhu99XKa1nczDyNEplgDGWeYY2hqkuO+0O6p4VL9Hw6Ufs6iQNylEYQ1DSSkmtYC2E2ZWJtiOwbxw9VtbyFLlwfb3FXrr++rknXa+Prx16vga///vr3veaKfN8G/9b330JFXo92rouT6+Lls3NWgiauLz2EZcuOWmYZARdF9dnYeC1mr4/rMfLr43uRrzeOX+sCZZonjJbxwTTN5PmMNZb94cCyeB4eHwCJqJ6mhXkcOD0/b34TEJlnJzbjSnwCHEua3WfYSpQxxhi0yvHO8/jwgNEKawxueeGbhBTo5z0Ya1DapIWtom5bcXRVmrwomecJk+W0uz0ow7wsnM4X8Xy43XO8vcVkOcpL9kRMxZZzge7SszifTKoC1ubc3t5xPNyw3x95//4Lbm7uqMqKum6pmx3avHzM1yZZKzHx9TxVLLB/vkpfw8NW9ctaoEjnlpCINFcPSb2xFhWfE7TeZry/RS67/vtrRv6qznn9uBfk53MIcj2P1ZPiuuhZlpnz6fTZTRejcFKGbuDx8ZEPHx9SQmwh7qspITfGuAVJKhWTiZXYuMcoSNW8zDw/nzifzhu6tSwupVFXGzlUJ+m6S/Dy/f39Zrz3/PxMjJH9/ojRkl2z/gyscnJHXhRoY658d0qE52M5n8W3ZZWnL4tDKfmdEajqGmsznHep6MkptSRRz8uCe/Yb8rQsksOjjRT7Ib74XWQJmROiuHiNzPOSztPjvcNag9E5eV3iFiG4aqWpqpph8ps8u6qkmK7rhrqqOZ8vnM8nYnzxLrKZYR4n+q4jJMLrZVgNyBpCQkenOVBUHp1Z+qEXrw7k3p3nBW0NhRG1jE+KmxVlXJ1Lu65jmqaNq7Z4tyUS90O/EeaNsXi3bMq61atoGAb6vufu7k6QtSRn1pcLWZZxSe7TZSnuv03TJHl+ZAmSqJ0X+WaNn1cVRttNzjyO43Ye4zikQs6T5yVVWXJ7c0Pd1Ox3e4zRjOO03pS4RdK3bUJ0vXPcHo/c3dx+przqum5D4d6/l4LlnJCX9fopUrApCbEQ+wDNw+PDFoQq94KY9VVVTW1z8qykqGvKqk6jmbQWXBUlK6fh9fHLyJ/XERfX64Rcl58XKa9HKdcb/fp8r9e29evX3I3XxcgvQn6uf/6tx11Lpt96fa/Rn5joAuvPrMXx6+fYfi5Jt7Vew0ZfRktroXiNtl//7FtjpbfO8+8bFU+RF5RlTl6W28YoM9cToIlKHBr7XrqNeUqeFWisEVKXdw63CMRqtJBAh77HO0vTiAGRpNlKgqpJH4T3nmkcOZ/PuCTjVVrjl4XFOeo0Qlic5/HpxGr8NY4zfT8wTQ5tcqpG4c4dPkSssqBEIhiiwvnAvHhCFIKeD4FpWijrmqbZc39fst/d8PXXX3Nzc0tRiJSvyEtAbMqVNmkG+kLuel35vyAhL46Q12ZE1/r/a4LZi5Li88dcE1CvL8YVuZA02ZfP8S2y2TWpbC0oVhLh9fEWHKuU2h73GgJ9/fg8z1PitXBf1sA32XA9RL9lKP3sm294fnzm//GTr3l/f8s3337HsritOBF0Q3x3JCFbiuBhtas/dTgXadvd5njsFse8uPQ+qW0jAyiLisPxyJjUZpLDJN43Oknbd7sdMSoulwt91zG7mcPtcVs8skw2rYeHB4bhRU4qzq6CqqhUREl4nKFpi80byDmPVyFdTwVN0zL7mbzIElfFoxMauY4KQ2JSr4WhwMBeRqlGwvfmZUZpyLMcN0toZ10V6ER0nZYoarP0+UvuUp4URw6locjE1A8iyzzjg0dpwzwOTGnsUBRifPbp4ZGiqrl7/yXNrsWHQD8OQux14vsxjJIxROr6bSLiroXe4hxq45NI8T12PT5d62JbH9J7rwhB7qOmaRjHkU+fPgFsuVzAZ95I58slSfflOjwcss0Fe54nMqsTqmu5uzmwq2tpZvKMvhs2M73JeQl2nMWLxiYBQVWViVicS2J6SkQ3CbWrq5pxeGAaRSG4Fsd3SRgQoxRyq4fLinj2fb9FhMg961PRKIo1n5ozZTRucXz89EmK1shm2jfPE4vzXC4dVWu53+159+4dZbq3VnQRrv03fn4Df428vl4r3mp2rteF79tcv4+vsT7X639fFy/Xv/s1qvwWh+Qt5Pn18X2/863HvG7cVmPPa5uFawRlHfO4lCe1+tCsztxlWW8OyOv7dP3evfZ2+b9z/FoXKCHGbVOp64bHhydJbp0myrLm9v4dMZl2uWlgnpct80bxwphfpcVr2JxSpAh3zUOSQlZ5lrrBmu5yJij5YOqyJM9yZic22qdLhyeyOx5QwOnSb5ugTjN4ZTLyskkBXQ6bSXKrDzBOC+rcYbNCOq1xxGQFx9s7yqpmf3vDT37yE7744kt2ux37/VFSZJPawJp8Q5SWZcFmGm1eMmuui4j1Arr2C7musq9ns8CmbFq/v6pMrM235wQ2ldS1IRJcX7gvN8n1fHT7XK86mfUc15vp9dfXz/A1I/+6uLrmslyfz1qUbWOuSEKs5I93C/McCDHw9HRKmSKGvChpdwd+o95xunSM48A0jfTjmEZcHfO8JLh7wXmH0Zqm3lHW9eZX4xaRShstSdHehTSfFjn16qS5nqOgRSk4L5dRn2TwODFhc8tndv6r30/f98QYN0SjbdtUQOX4tHkppV7GmwkxyLJsQ8OADcKfB0deVBRlTYyaxXmiMkzjQJfCLQ83t+x2O0EYnMda8U1Zi61dXaPzLL3H0pHHIJlW58sFTMHheJvyf8R3ZxzHhFwYynKf0IxersV5ZJ6kMBmGjuAdbV1tNv3KWJrdnuPxhqwo6YaBGBVdL+ofk+UoZRiGidk4dm1LnUY6qypqfQ9WV2LhcDnhMyiFcwEQdU/bBHwRWGbH4+PT9j6u9gZrkbKuP8YYZrdwPl+2PCefwkFDCCzziEqu2V9/9RX7XU1TFDT7HVlZ8tWXYu748eNHzh8+ij9JVVEW4rOyO+ypqkZMBpUovbqu2wrAZVnSmJxN+vzll1/SNg1hEWlx3/ecTicuF0lv3+/3hBB4fHxMFgtyH4/TSFkVFJmM4yKRuizJsoIYPXXd4J18zkUpeT23t/eczmeGaaFK53A8HLfYkdUnaEUDftEG+H0d+vXGf00YvUZ530QV3lhTrv99/fe3xjxvjV/e+v5bv/Ot1/BWIXL9O14XW69H9dev8y1kR65Tl/zAZI2XgiSRxdO49Lp5fI1I/dAx2y87fq0LlHmSOWdRSqDZCnEHHxn6kafHpxTZbYnOUFcVWZ5JwNaydugCWxHj1k3EtEvFECUDxzny5Gra1A0xePruwvl04qkoOR4O5GVFN4zE9eIAsjxnGGdQCmsLpnmSrgaFsRkRGQlpY2WDCZ6qbiiKEuci0+RQynA83tG2DYfDgdv37/jq6x9xe3v7shklYpLiJaF23WSUtpvU9/qGlNf+ucvqinCsDpPXx2vTqrVjui5a1uden2+FBa9vPqncXwL83uoW3kJFrg31rp/z2njtumO4Pof1/F+/7tc3rk0KoqikjRC3TMXUd8QgqqV2v2deHE/PZ9q2Ta6bi4xW8gKIKFV/9l4Cm4dMRBbHy7mjLGeRfGtDnluCFTOwlRNVFCXLPG/n/oKyvATUiafJkjgNO4zVW7EqcQ8O7wNN027vmzw+CDriJJemyHPGeWZMIxFRxch4MUSZSy/O0w0D4zTR0m5om4ReCuKQZbnwFqIoscS/w6J03M7zcNjTlCUPD584PT9TWBk5iuutBB6O3SQoopPi63A4JJRiSDEMNpkUjhvsrLRJaNVIZi0uBEwIVHXD4eaWomrEp2MYmZZFTPHkExOC/Czqlf1uj9biIK2TN8iKDq0y7fVrRVHQj5JGvb6/64gnBGkUtNYvKEwa91xvkus16tzC09MTwzQzjhM+wPF4lPuYghjFnr6ua6yxqUiVa2EtMC6XCyjFfrenbhvmST4fk1lBWJuG483NlgcUgnBMhr6n7zqKsmS/2/HjH/+YL96/Z54mzv2wNSQS3aC2jKvVU2c1jgwh4IMXSXlCtp1ztI2MFMU+Ycc8TwTn8E7ca/dKUuOjNtR1kzbBbOPcXa8rMb69sb5VHLw+rtei9e8r2vi6Ufq+scxbjdL1OvJ6c75ea15//Zed41s/c71mft85vn4db53/W4VRjPL5eb+agErhuSbXr5/F+rzXaPzr8/zDKFJ+rQsUeeOEWOVdzzwvEiiVyQhnmiZ8COSZxZQlfpnIM6kEY5jFBMyJ4Y9zjmAiC+uCq5nsSFFk7JqGtm3Is5zgU1BfFPXBxw8fmKeJL7/8mrptqFLy7TjO+ORFMM2OutljtMW5KaW79ok4KzyVwnu8jxyPdxyPN2JeVNTYrCDPCu7f3dPudhR1vXV1MQiK9FJgrHLFl4JCHFrl/Vo3NXiZx67v4/XmvlbG8OLfsJIri6LYxmkvYyJJEV5vxPWGeD2rXX+Hc6DUz3dB68W+wufXP3fdOb0Fh67d6VrRb+6fV693fdzrGxNAJymcVqLiiUntk2cFdd3wR3/zN/nd3/0/MAq+/Opr3Lzw3YcPV4WbjEtijAmdKGhb4aKIXDOAWp1xF/J8ka5ZvO2pqwZASKZ+fQ9fRhzrea7XuxSlbDlTTdOSFznPpxNlUYoHkPeUpShG6loSkNeOVzYUcVZWITInSaoLEZ/QFq01mda4YWAY5y1YUmmFc55hSEZw3jMFed3jPJNpI8/lPZmXObZNxeL6WqZ5QqlInluKXAqkoZcNdpo98yxIS57n4pqa+BUxBrruIu6j3mOtBDUOQ4oT0DqNwUqM0psLsvdB7gOlWPzCOAwMw7AhFGskgNJ649agJXVXKbX5yazZXloLadN14guzEovzPMcliW4ML0Rt4aSYralYxyUrB2yexdjNLcJn+e67D0TEeVcpkbzPo+SNnS9nzL6lae4xmWWYZ879ZQsfNHmxqdGGQcjSZV3RthIkuiQSbJ34dZ8+feK7b78F4It377i5uaHIsu11rWaWSqnNnXo12FtDD695Dnkh1vchijNvu2sp8hzUaukvyqy4qiS9S/wVQ1027No9dd2Ij5RQY2RtCkhkhxbFzPUo4bqL/z6Fyi8qPl5v4r8MpVl/7vXa9kOLhtfP8/oxb6FAb/38941Z3jqHX1Y4yXopfLmVwLyu7VmWYY0guNc/f71fvHV+f19zUE7nCz/58Y/Y7XYbzKi0wZosbbCS8ZJlBVGJuZpKCaWXBG9arYlBUAzpTOXGWpNym6bi5uaW3JrUPYCOkNuMfpp4fH6WYLWyYnd3R1HLuOB86jidJWRwGEecj9wcb5hnx/PpzDJ7ml1DXmr2hwN5ljEME3W7p6pb5mVJGTkN7W7H7e2tdMEIw10rBUajtxtC1C2vL1DvwybnXbtRpdSLJ8TVqGfthteFdL14Q1KqrOFuWuttLHBdNHzfPPX6+zI68qzW8tfhZG9BkOvxGu1Zf8/1DX0dynbd3b9mlL+GRK9vbqVSR6AlxUxphdVH/uSf/EfpL2f+1//5/4f30PU9f+v3/jbH43EremUzlDm5zXLyok4qMdnMl0Vkl8ZIiJpzgXla0NrStKL4WSV8q8poLbzWz0M27aSO0XoLHSzLir6XzJnZLXD12a4jTGvtNsbp+377vnOOy+Wydbun02mLTlivi+fnZ87ns4yAygwXAktCTkKMXLoLl/MZIpSHA+i0+Kl0veo1bsDhvEuycwnpm+cRrRTWSuyDnZbN0XQlZso1IATcYRwok++RnGNET4q6WdHNTnguXhBNYzIyJ66mymiR54+S0jwtIv/V2pIXlQQE+kgIQFT4CIsLTItLSchruJ68jmlcJLohrr4cRjxpbJ44PWwclHXMtiKLQypkbm9vN3RmHEfawwGtNeeLfJ51XVMWDcGKl4Y1yVvGGC59z7wsgNpUQs+XDuc8l+7C0E/YzG4Gafv9YUOBLpfLRtz13stIJ9kQrGOtYRh4eHwkXnHMJAXbbcWaMWaLG9Fay+fSNFR1vaU+W6NxbiHLc07PT1u0QVHkwttbHNpAZSx1XVPkonYSN2KPVgavoxhDEviMMcvPB/v90OOtTXr97y8bFb1Fgr1+vrfWw9fH6039LTTi+wqrt87rF/3s639fj/RjjCl7bUmqM78VHi8RJoLOr79rff2v36c/rPEO/JoXKEDyWKhZFpciyzN2+xeI1ntP8EHyO8Z+k2o65xOhVLHMK7EzYoxKcK6iaWoJ7psmVMxeuo9J1EMri987L4u3VpTzwq7dS65MlmGzApTmdD7TdSNN3ZLnNWVlub2/TcTHnLKomJNVfVO3G5SplJbQtKIShGRLWvUID1cRwnpzfH6jrRfV1rVO05Zaer3Jr99fL9R1I1tl2Ov8/1oBdM05Ibmtyjm8bPgvzO/XVs6kzfgltPGa+/LWTXpN4l3Pe0WE1nNcx03X8/5r7sD1ObweSRltYOvIRG0gpgtipd62LX/q//3/oTud+N/+1/+ZGBxN3XI6nSiKgrvbuw1VGqcZ3094H9m1+xTq2LIseSpS3PZaY4wEv5KKdSKEvhQGl77buneB8h1NI74gx+ORvu8xJo3ZiKkbF7Msec+g74fNrv8lsK7duEKXrttclUUZliW5rCX4wDhNwmlyLql5PIWXQMh1rDrPC84Fmrpmvz8k5ZAionBuYeiFWFsUBms0GikcisJwfn5m6HrmccEtDmsy9rsjNzc3Ww7PssxonQvXp7/gXI7zDpWSs6UQqwXNmSb6y4VpGjbkJGhLUJaA4tKPTPNM1TaY9J66TYXksdowjhPDOIoSJYqEeExGZyuK2CWvk9nJ2KZI/CK9KWPchjwqpbax6yofXz/jYRjQWtaIp6dnXBSlkHd+K6xX5G1ZFu7ev+Ow33HpOp7PJ8rkJG2t5fn5WSIHUjG7ZnWFGMnzkjwfE6dl5ttvvt3GPNZKB+wWQYS69POn05kyXX993/Pp0ydCEIv+1U8nhMDxeHxx4s4zsiSht9YyDgPn80CWWbJkTrfeh9bmFEVJdzqlrj1I5o7JiFEn9ERt/4XvV4z8otHIW+OMa1T1Vz1eFwNvIbrXhcwP2bRfN2nXr+m6EftFo5+3fs/3FSnrf4U3txaeSxpLh9QkiaGg/A69WTisP/+as/P6d7313v4q7/evdYESU/VvswLnROGiTWCHvJlGW6apZ3ELdVltqIjMbVPWBnrbICWRM0/+FIayEIXAw6cHmqbi9uYGt4j9c1nIYlOXkutzPp2ZFJyGiXnxaY7aEIPCZAtWafK8pK53ZJkQ/47HI4GQrK538gGHyJQ6yLquadtdyvGQDSFl5kGUTXTlJayJrC9oSty+tx5rV74WGevFvr7+Fbpdvz6OI09PT1dqkZeiZ+2mpCN021hiSzlOx/r8n99UcStoXlCVz4lnr0lc1xf+dfGxdiwrJ+aaBLw+31oEvV6grtVBWzckZ5dGQemdDFG8LfKCH//4J/R9x+///t8mxEhd1wndWInDnvO5AxRlUSNx8+KsaI3kj6yfRVmWW3JrWdabX8bq2mis5vb2jrqutowpY6x05MOU/FueaVvxs1iWhaZpCSimhwemUeTiWRYZBiFkNo2lKkWeWhRFQiQmQPP0fMaHSFnVlGWFUmLv71wQZHK15dZxW7icc8xObM3FbViuyxDBI/C8mDjJZiP8ES0RD15ULME5ggsM3Sh2AWXF3fGGZtfinMD/WivquuJ0euZ0PqE1ydfkRhAIm+NjkOIwBLQ1hAGGYRSDPp0zzguLC7gIKnE3VlnuMI30fcc8zWTJRXnnd5tR2nqNrejWuqhP00SIAZPSo8VDYkXzpMBb0arrwn61L1hHqOM4QnwhNgsqW28jIe/85psTY6QfegzCUQnpXgXxXFFaM/bdluY+Lw6TWZZl5uHhgeiDhPhpnWILAkXe0lQ1RZ6T2SwRj0V1tSJAKwq0IitZltE0Dfv9XhyV1xFtlnG6dExTR1VVUuCOE1qb9LoKoCCm+zfPC5Y834IV140vs+LkrNULMqrV503GDz3eKmq+r6D5ZYXLdTHwfejB64Ll+nu/6Bxfn+tb3/s+ZOc1ir0ebyFE119f+UXbSEeLYETu1dX9mE01dT0mf92Aft95/90ev9YFSt9PfPjwiZDm8W3bptwTWUhXEpdRGrVrkidEIVb2w5g6G01dNawS1iwrxCXPfD4WmQYYCmHKD/0AUeK+V6TBhYCzljmOAiWnLsC7yNPTM8fDDcfDraA2RSmeDnXFEjxlUpGAdL+PHz4yT4sYIJmMRpnUIYNVKhGVkgMrcuF8DiNejUrUCxl1XeBeoyfXUOXK3Vjfv9/7vd8jhMBv/uZvcjgcNgRmfbwUdp+rZa4v4LduUPne5+6N1zf2KrW9LlKuxzPrY146k7ipCK4fsz7fz//un3eMjCGggozDgkr5nEoKFGsz5mnEZhl//I//gzw/PfL7f+f3aNqWqi5ZwwYX7xhGIb7WVU1eVmhrcTEZXqWxRpZl3Nzc0LY74Xx4T0Bti77z0r2aKJkn1uqt+FIKLpcL87RwOp348OEDP/nJH6FpxPQry4vUga5uxvIaV3LmutmGEMSoLf3OtYtffWVWLs26WV7LzPMiJwKzW/CL+zlS9XquWmvUWvzmBUWZpTGhI7gIKjJNI25ZkKI1IXjGUpUVZVmhtYwjL5czT09PfHp4wHtH29YURY61hhA8fl5oGink+u4sXJZxRBuD8x0+arKyQllBNfO8lMBLFDGAW4Qr430khIVWaYyxzM4zP5/EYdaJ27B3IaFfCqVMmjSIm600CfL1EIXDsb7H60hEKZV8P6pk8ijvXd3UoBTPZ1HTVKkYstZSFhl1VVBlBrcsnKeBpioxi+XpfGbX7vFeDCt9iDw/nySs0MuISZAbUWQ0Vf1ZIVAUBYfjMcmZ5+0aWAu49esxCsl1LbjWVPbVAHC9hrTW1HWFNmYLEizLkrZtmaYBpTMya9FW1jHvPZm1CQ1LRPW4qgpXs8PPG5YV6bwe8/yi4xeNOn4R8vJ9z/W6gXpdVLweVb+2R1iPt9Q06zp6/Tyv//59r++t/741cgK2z3Td4+R1KfJEbF/3pNey4et1/jWC8tZ/Xx9/3yAoZSnz/dPpWWLJg08KEelk3CwJq2WWSQebyew/InLSPLxShISAG4ZkAGcoa+FcFFWDC4HH00AkMgdFhiGGwBwsxuSUVYHKSpTzRDKMKcmLGjJN3UhXqNKCXVQl2lh8VNTNbkuZtdbSNhaFJMHaJHte1QbWWoITPxalxHo8ROHMKCU5Gi9cCkGRQoj4JBWLa0ZEfDEsI34eN661mHYtbgGtaHc7VvVATDCzUrJpWG3EpEtFYpRgRJNyHFZEYS0gBCkJ6TGGPHWG10UWINyEZI+/5T+o1apeGHPCdUyeLk4Sc7MsQ6ex0pKMppRSBO8JwQmnQEnXO08TNsvEbjzZLi8+IBMytbk1r7lB4ySQ/DJPNPsj//Cf+Edpdge++/BTfv/3/zaTG2haIcgar2nyBPVnGZNz6JDcXo0hs5qmEcJ1lucorXh+PvH//Z/+J8Zpom5qIopL1zEvYjymFMlPQ8iwIUSUfrFJv1xOTNOI1pYYQWeGfduw2zWE4BOyKO9RiIEPH79LxNNUsGq9JYCvIwilxENo7cLHlLBrs4w4OWZ3IbOWLI2B1tiEqqpE0ZPcQ3Nr5PqLntwWFJnFzQ5SYvP5fKLrRoZ+xPlAUdbs9vsUKiifs6Ryyxix72umeSRGDVGaAGtz5sUzDD3TOGAzy36/5ykISX2eHbNXHLOCfVtTNYKMRMSMDZDzzHNWb47buzt2uz3D0PPw6WEzVsvTor4WsMYalnHZ5vXGWCLL5q+0qqlWhGsdSc6L3F82z1jcQjcIaX7xLwZ1WWbIrWHX1DRVRZZpjAKjIsvsuYwjg1u49AOHww0fHh74vd/7O1R1zel0pktJ2Hfv3mFsLvLtKK6z8zRzvpyFyJxnm5fLtMyoSVPkxXZ9Pj09c+l63LxwvlzoLhe++vorvvziKzn3rqdtGjEoVIKg7KzldHrm/PQkDrARPn34ICGXwySFzaFFxcjYjxh7ne0SCN6JCSABpQMQ8FFuSR1J18bb+8L1eGU9XjdCP5Qf8n3jlOvnux4ZXz/mrQ37lyEM8jzXBcuLa/Z1gfD6d71uwF6/xus/69fWomRtMKSgsmnfyV8I/l7Gbhgghg2pX9HrteFUKZPoZUwOyqdz3jJ5YLlK0P5lx691gbK4OSlaCiBQFLlYR/cd799/IfbYqdJ/fj6JFbXSAknujpuBVgiBPC/I64q+6xkn8XKIXt5UbUuUlo2q63qyvIViR1HkZG0ksxltu+P23XsW7zFac3N7y83NDcZYfvQTkTRm1lJVNXlRUBUlRVlhbPZC7ET4JPv98bPxxWrqJB1sRnAv1vwrKROVoplCuuijEGQT20/eMLnyt+e2RrPM8txKKfq+x8eIyiwoRVbk/MYf+6MbtOoXR5HlcpnFNL5BsQSHMWqbLa9OoesN4dxLAaSULFYqKowyW2GywuLrDaOigiCvGQ1RBbTRok6IEvseRQADKhIJRKXRVpHrTGTBKLSR1N1+ODMMPV1/5qc//QNujrf8A//AH8eaDJuX9NOEUhZISZ7qSj5ntIwrtGFcPDfvvmR/e8833/6UP/oP/sMSSjdMTPPM5XJhGAa5gVOYWJ4X7NqWw77h/b1cF0pJUXB6fmac5fr4vT/4fYo8p24abG7JbMk8CLRuTAAGylKKn91OgtpQIvk21kiw4DwwX2byrCBE8XDJ84J5mRn9zOImLv2ZeZrw0RFimbggxVZ8rmOI8/m8qTfquma32zHNMx8enggxcnM8kNmCaXKi1DEQvCMzmrrMUTHiponMQJ5r9lVObgwhKowRNQfBME+OaZY/ZWElg2qZODSJ+9ANhCCZVtM0U8xVQmhyiDnTGHB+xilxd62TpDUbF7SLRAfTEliW/z95fxZr23ZVB8NtFLNa5S7O3uecW/oasInxNdjExgYJoSSCB5SX8BYpEClKIssgEfKAQIlEIbDIS55I8hLBQ4IiRQJFIhECIgoRiJDQF0VgcFzw+dr3lLta5axG8T/00ccca559ju8l//frv1+mtHXOXnuuWYw55hhttN566+QcDdRwhQ2lDCy8MRCeaktNygLL5RKz6QRtW+PRo0domoY+m08htYTMKTyXdRmariHjOOHRtjX6nlxh4R20khCgUOrNahX6Qg4vgKyg2kLr3ZYAp1Ywpof1Hl5I3Dk7w9FyiVlVYlYUKDQxJ1YC15sNlKLFw81mjZvVDbK8hPEe5WSGfd1gs9ujms6oIGRRwguJbfDDyXSG7W6Pfd0i0xp5SX4xs+USQpCYte17NG2L9WqF66s1NlvqM0VR4u75GU7vnBNzaul4UkiYrg++GSJWkt7ttui6HkU+iIPLPIM4PUUZrBsyraHzEuVkAoDaKNMSWjpY20I5CRsmOKUUvBBwoCKZ72QbhyN4HEr/nv6e6tZu29IQz/NAyfhvzwsrDWTCGKgMWj4udkoLU4DH89tA0m3nHqe1p//ne+XECNLzlRBChpCbgBQ0x7A1B18/n8PBwQsCkVzFPmXzB8ac/taZ/tZ2vW17TwMUa2nAMYZsnOdzhaurK1jrkWUlFosSeVagrhvUTY22s9BKAEIjL0tYJ2A9gYCiKKDzDDoroXc7OAhUkzl6GzQi0ym8p5g2xaWrkGGgISWBjNdefx9m8znKskKeZ1HUyA8yy8g3ganLIi9jCiRVzuTwBWk2WHfCnYGyDQbaMHpQJGEZ6hgJYgcImODwReXf2atjv9/j0aNH6KzFS6+8EjwgNBUH9IfiVcEsDOhVUZJce2OxSiEglQrXShWRRbwMD7hnKU8O6zBIGV+n9x5epsWuaKWhFBmbJbdJGhLrQmEwF30auq6FAJU+2G63aJoaWltY5yElFWrkl18k/0cYHKlyaQiJSYGz83vwsIPYNQmb9H0fKX026ptNSkzKAnlO2o3eGFxeX+Pthw/RBjHj9fU1yrLE6ekpsvkceajdwgMIP3cAQXw7iX+3zpLleZZjs1mjaVsslgs4RxkdSmuojCrJCkGaibrZQ4C0EWT6RiCLgQqHGDg0yLFpIWSovrxGHjJurOnRNhT+lBBo6j2mk4qEwhmxZrbv4Z1DlpO5n5Ia3pOHD4tzu74DFSBzMcRTVVWk/8nMrAYwePcoXcBaakNrHPreBibQICsKTKppyGYiN9Oua1FV5OKah+Nz38vzPNrZc92kMgm38PuWap1YR8IDP2VWlWga0hUVAZhE7xNH/iMQwH6/j+Ez6yUm0wmOj48xr6jo3m63hcI0uBHfwAuQ8aPWWB4dwzlPWWLGEJDoDGbzBXmaLJeUZbVZQ4gAgkyD3hpK9ZaCFkyTCipkGFlHwujr62s8evQI69UOTdNiPp/j3t27uHv3HMvlEkrKwFhTZeRdyARr2xZX1zcoC3astfDOoDEGk6pCmefwzlG2WEV2/s7TRJznpLFZXd8gy3LMFqBij8FITyrS1YlhQf6OtheFHcahk6+nb3kes/Kiz8dj2jjE/KJz8YJyGA8Pw+Mvugfvn008iLKFYBTIC10GKFISLJCSGZJDu4jxJoIYnvahT/gv9B6HvUZhr3eyvacBSttbZJmHdwqZLuGsgFYlrCGjNgEN7xWUzlGWEl5m0EKirGZYHB1hOjVEaQqqrVMEIW2938PCY3l0Eg24uCiXcx6z2QxlWaEKIjYE5kPnOWbzGWazWYjb9lEZPaTv5kn8VATDrMHZNUXNJB5ln5OhHgLvwzVzUgHoGLV7S4psEaqycmiHDcYIYMk4CWjOloGACIwLELQhrOL2HP0gIOKdCJWEaZOKmItUHDusGBzgPKS/3fl1vCpgkOWcB5yP4SPOXKKKth7WjmKkvYOEhFJk9z6dLEJqNFBVs+AZQQZ/3iEUKONsAX7RBi0OXQsiQKQCiQJS5THurrWmwdbZQKGaKIIEAG97bLcb7HY7bLdbbDakq2BX18lkgouLC6xDTSBrLXKtAedj1gT7UACACuEYEsdOYyZQ27SBmjVxkl2vVnAAqukk1nBhZ9qm7uM5WQDKYkxuT+5rxhiUeQ5ICWsNhdAUaXimVYmjozmqkhxDpQCqqkSWZ3DORqEpp6mnEzqHl8qyxGRaRuaQM7R4oKX0VwLr1Ie7MEn6mFHUB2ddHcJiWV6iyCexnxU5ZQAZMxRlZJGg9z5elxACR0dHQTc2aHd4U8GFl8WunObtvQ+FFydRSFw3DfowDuiQ3SKVDEVBqW3zvMDNehsH8KahYnsm72HDOLLZbFCUBWX5eBfcVhe4vLyM9vbWehyfnEBpDe8cLq+vsdvtsVwsIaVC3/UHz8KGzCe+7+12i4uLC1xfX4dwEznPnp2d4d79e5jPZlTcMNPo4EMBTBKps8eOc5QiPAlZY0UQ6U6nU5iui6tsay1WqxUmswWamibjq6srrNZr7Ooar7+PzPIojV9QiMEDxBe/WOsw3m7Tpb0IjLzouLdO1M/Zn5nwZ48B8KJ0vP9Y7xFD8jgc51OQkrJEz2NQGJiklhK8AOGsK+5/qcZkrEMZ3y+H459tB3kQokp1bu9ke1cA5bOf/Sx+9Vd/FX/xF3+Bqqrwnd/5nfiFX/gFfPCDH4z7NE2Df/pP/yn+w3/4D2jbFt/3fd+Hf/Wv/hXu3r0b93nrrbfw6U9/Gr/zO7+D2WyGH/qhH8JnP/vZd3XhAACv0HYW+6aDc4B1AkfHdyCEwHS2hFYZhMywKArkZQVjKb1uOpvh+PgIUkgaNJwDPFBNKmhFqyOpyCTJe6qMGnP8C6oNQVVeywAcQsplvC4J78gsDl6gyMs4wHJ5aiG4rgQgJQnEqBOx8Y0OYZPB5p0HldQ35BlAklB44dMALgRI3RG0G3AQCNoLISB1huXxCQ0GMnEatEGsJiTFfsVhTFQpBScA4V0wODsUsabZNhF44LBacXo/wGGMV0pJAtaQkcoRcdwAAQAASURBVDRgpvQl5hc2rFA8vTBKkh5JeAGvAecEvLdYLo/Jv8NReXqtMziiqnDImtBGgINfQBFDWDQ+uqCCd7BWH9yv1hLeS2w2O1xeXmJ9c4Pt+gb7/X4wBgtteHx8jNdffx3GGFxcXMQQy6yaUnYPBKTSmM0XWB4dR3bGefLwKYPwsQmi1rIks7YmGJoxCBcYShuwf4pAE+3LuZ+lIUZmbBgsdP0Ofd8hzzNkSsIEf5eyzHFyfIyT4xMoSb8XWY6ubZEpGcF16lfDoJtX3iQcnUAXWcwamVSz2FcmkymJV7seq9WKRKHWoqpySEX9oW1bMpGTJIpXmpxnjXUwhiqb0zn7gwGbz8G/s36EAfxtosB0gt/tdtjtdhBCBPakASAwm83IcC48CxkWFFloTz6HUhJt20ArctXt4DGfkO38fruNtuMMGFWmUe/3UWhb1w2KoortbIzFdr/HbrcH/FC4kvvDYrHA0RGlc0+n08iksgU+A8Y8rzCbznH/pbuYz+fRi4SBnXXESBEwccSeKqJNfRCFl5MK2mTB3yZoctqOGMemgXEEOIqyCrqYAm3bYLfbQud59KnyysN7ru7+7CLnRczHi7bxRJ8e891sz9s/Le3B+9H1PsuApP8+M3Y+53JScHIb4OF+npau4L7HpRYiQy6GsDv3+ReCNeGDxuR2EMi/Dyaa2e0HumV7V4jg937v9/CZz3wGH//4x2GMwU/+5E/ie7/3e/G5z30ulCEH/sk/+Sf4z//5P+M//sf/iOVyiR/+4R/G3/k7fwf/7b/9NwA0OH7/938/7t27hz/8wz/Ew4cP8YM/+IPIsgw///M//24uBycn5xBArEVD7o0AhMDJ8TGkDNR1VSErKjiQM2pRljg+Po7GYwAhxKIsSV0u2TkvKMyzPE76ZShzz3QzIIhBcJSJ4byDMQ5aD6I5HtyEIIOyviezMk6FRuh8RPvasKqkarYCgDVsHsard8TVPAEaNikaOrBKJoQxmOEBilfJqdtqpjUNLGFfyWEZUqaC5U6RdrRA13ekXYl9mM5HYS6fTMTB7dELWHgMDrTkZTGwF2xRTxOZdzZUiA4MB0lskhcnoVBB1ys8hX743jMpAGTgAm6UotrAe+oTFKpKj5G8ZM7CBbEXwt/JL4DAIqcl2zDJcfG53W6L9XqD65trXF1eYr26ITMz+INy5QxAT05OAADz+TwyCE8eP4lhvKqq4gqVBxUOGaYDQVEUmM/n6PoeWU3PuLcGTdti39TYB0EshS4q9J2Lkx+vqPj/bNvOqYgEXizKQqMoSGeS6QJVXuDOnROcHC1RFBreGeRaoigyeC0hMUwCfd9HgMbvHgv1op26ltHF1BofBbhkcGejqK+qKHMnzzU8LIWdAsMmBKFZY3qUZYUyK9AHwS+HahhksKGetRZf/OIXY3YKgw/el6+T9+fwIWc8saOs9x7TaYvF4ghVVZEPiad2rpsGZVXRAqlnYywfqg+3mE+Dtb73mM6mOD09RZXnePjoYXjWiNWTnXXkSm0spFTBuE7AGoftfofdvo79pK4bmBg+8zg+PsadO3dQhBTp3W6H1WoVM7f4uU+nE5yd38F8PienUWPQ9x0QQot93+P6+hq77RacbdNbh8WCmJambUOYwIdwIBm0bYylwpJh886haWry33EOm/Ua11dX5OirdSg7QEJwz3Hj0fYikHKbViP93vgYLwrB3Pb58/ZPF1vP+9v4uONwyDPh7lvucRzySRer3G95TuDsrZQ1ue36x2NLeq74f/hQ4uXZtnk2pCVvbYfnbe8KoPzGb/zGwe+//Mu/jPPzc/zJn/wJvvu7vxur1Qr/9t/+W/zKr/wK/sbf+BsAgF/6pV/CX/trfw3//b//d3zyk5/Eb/7mb+Jzn/scfvu3fxt3797Ft33bt+Fnf/Zn8eM//uP4qZ/6qVAY6p1tL99/FZNpheXyCEVeoOvIqtoai/l8EcMp1WQCnZXwUqA3PZwb/CuAQ6TKL6+SCm2zDwZROlS5JYMxrTOqlWG6GOLpewvjOYuFXEL7ntJCKe1wMABTijJarHVwdlydVwZdBU/anA3joENaXSo4Qpjo01ThlJEYe4ykYCWalCW6D666zBbffH7nLEQAL+mqWhgRO2fqJYLY2UnQSv9XQWBLISECSi4AlyGWPwAUYkVsKGcvBBG7nGETGRbvw0AXWBQAVDbcBdaEJlUAEFLCOYEuiIMBRItwEvZyzHQ0CHmXPAuPrmsDW0OfcSE79o65uLjA48ePsdlsQLqGDF3X4Ob6GgCCM/AU3vs4sRVFQdqTUNK+3te4fHIR27sLFuV8z7PZDMvlMjAGdezHeZ5THR5jsFhQ6YX1doOmbbHb7tAHYzECKVQRW2sd74G/z+djYzEGKdPpBHfunMBZi91ui/lsjuV8juV8iqrKsZhNIIVA1zZom5r0F87HiZg9a7h9GSBzSmvf97hZr+C8wXQ6jdkGBFImWK1srLbMYS+tFfq+hRR1sBmQpPnwnooFCiAvssDEkf8KF8dL69mk4KXviaWRUoYUWWJWWJPClYjZZZedYVnX1bZdZCW22y2ygkCWdWT8lxcFdvtdXPA0YYWrlsEjx5q4ip3P53j0+FFkWoqiIAPFusF2t0Pfk4aI6vZIWEvHWq83AcxqNA0VWmzqGtYanJ2dRZaYn0FZlmiD/sQYg7t378afPM9R77Ywtsd226AJNYiurq6w226QafLokVpjOpvj3r17Uc+TZZqcb3c71PUO8xkZBZZVhd1uF5+xdQ4q1Jq6urxElhfI8iy4zpbwRUEuz8n2PO3HeJ/nfT6enMdsym2MxG3b1wNH6b98jJQhedEPP5+UHR8DrueBo5Qh5PGewzrc1/n7dK7b2ZDxQndgbehdG+/P95e0UMKAv7Ptf0uDslqtACCu/P7kT/4Efd/jb/2tvxX3+eZv/ma89tpr+KM/+iN88pOfxB/90R/hzTffPAj5fN/3fR8+/elP48/+7M/w0Y9+9JnzcC0I3tbrNQDg/quv4t7du5jPF7Qy6wwJ7SCQ5Tml6FpLWSRSwDjACx48ehjrDzJhKItGhBg3O66SGFAEcWRTN1CKBwGDvm9iLJ/Q/biYnQPQRsaFAZD33DltSIEeiu5F6hvEnOTF4GfhoQKAQRSocacDEAZ+YlCMMYB3KLJBRMuTRFWVxEwoGeK6HpMigEMBqNARnffkqOooS8E5CmnQoBOMfJQiO21BNCwzPVJ4SC2hqoLSGENWjQreEc4NtCJv3rmwGpSwjqyXaQIxoZ09nKOXjRggdqtFBCLeeygh4eFhDBu7UViG05WphksGY7qgj6CKw84hpj4bS8X0iESyUQjJ7pj7eo/9bhuZhcePH+MLX/gCHjx4EFN0J5MJ7ty5g6OjI/Smx8XFRRRgnp6exglitVpFSp39JebzOTbbHZ4+vcBqu4PQGVReQHQ9OuvQGUupoEKgD4X/hHOYz2bY7XaQUuLll1/G5eUllotlqH8CPH36NOpepJQHIacu1F85OTmJEzazGrTqyiGFQ73fQkuF2aSi1N0yB2ChhIftO0AKZEqQi63t4SyiEJc9Vbz3sY4LG9cxs7XZrJHlJCpnt1NiOghYsIMvA3ASqtPPcnkEY6ikhJSAkATiN5sVqskUJycnuLy8JJ2K1gft0DRNXFny8ZlZYNDG7JUQImZssa4r3YzpcXl5Gdkq58i0bTKZQAiB3X6Hi4uLWE375uYG0+kkgoTFpMJivoAJYmo2S5soYqubpol6kvl8DqkUZrM5bm5uACFQlhPM58NirK5bXF5cYrGY4ehoGXQyMwDA5eVlFMpvt1toTanaZBY5QV3vwAXkNusNtrsN6v0e9b6G95acZIsCJ6fHWCyPqehpWaJtG5ye3UGRZ2gCu1TXO2x2W0zKKvYFLYNtQ9tAANCZxmq9isU0lc6RZVSyoSxLyOB1xZN3yjTcBhTeDRMSx6LnAIAxU5FuY63J8yb14e/Plu7g/jQ+VhrGSc+dLk557uDPOKTDIndms7lC+O1tcjuIGLdDZGmAAzbrRaGmrwckx9tfGaA45/CjP/qj+K7v+i58+MMfBgA8evQIeU4W3Ol29+5dPHr0KO6TghP+O//ttu2zn/0sfvqnf/qZz1+6/zKWywV5DzgPKXQYKKg2BtGzHbq+hxcC1ntYY8JkGbQFWQYR2EKHAaF6R0WseAIlFkBDaY22CSBFDHb3zjmYsAKnjsJAQgbAQ/UmaCXvIYQ6oJg5dTb1GeGaNaRJkXESbts+dmJeNfPvB8cM8WDvDbylmLJWBORs30NIgXrXQiryPbDWYhdWlRyfFABMoKEfPX6My8tLdEEQl8bPi7LELIgvq1BLQylJ3i8AYB0cPDJZQClC6bdRmwy0AETKncCaoPuRImQEeXLB9I6lcnAB/AkAvTOku/Eezg5ZMPF4nkAoaUmIeTGmj8+fqPcOfd/FlTEzblxP5ckTYkjW63W0in/8+DGePn0a24cn3Jubm/D8yMb8wYMH6LoOi8WCBv3NJjgKzzCfz2kQlgqLxRLbLQGam5sbOOdw//796OPBgDbPc/gsgwu0PPvBXF9fo65rlFUFrTWOjo6imBEg1sL0g4063x+Hd9q2jd4deZ5jOp1gMilQ5BrCkx7A9C1crjCZH6EscjhrAOeD7wuF4KjOTHvA3HF4g5kTfuZd36IPdUEAQMks1ofhvp2GXJhhYtDK4nKlFFSmYUOWXl6QtwfXIlIh+45ZG+73gyDeRfHser3GyclJrA3E5nXeEwBgkSwLTwHAGBtDihDEGlJVWBlSkf1BqIjdoPuux2xCIOTpxQXKPEcd6uZMJhNkOWmLOtNDQMJZB5krqgbsPbbbLVbrDZquh9IZptOE/SkrMmZbLmMZAWannjx5Ep+BUgp37tzBnTt3IKUkx26tkWuNLBuM3IoiQ5ZVmAbX6+m0AgSwbxq0/SCsrvc79B2FhSiDq8fl9RUEKItKALDOwjt6P5z3mM4XuLm+IlZdCGidRfG9lLzIcXHifNax+nB7kT7lnWhQUkBwG3h5Hkvyou15QOe249C/tzMm6fVwn03PwYuodMx+/jUO4Zp3ugmkCQZi+FTI0V4SAv8/yOL5zGc+gz/90z/FH/zBH/xVD/GOt5/4iZ/Aj/3Yj8Xf1+s1Xn311Uh/9l0bV1hUE4TisTwI9n2PvCyQaw2vZWxITqPqI90/CFW9dyT89GnOOyHLzXYTBJikMTGGVvad6UhbLmRgU4bmZV0JgQ6ErAOekEX8m7X9wbWkgIeBDNOhA/uDOMjw4A8ERA2Hr/zlX+Ktt76CqqqoOipE1HC44GRbBa+Yt99+gP2+xssvv4xXXn0VAPDkyRM8fvoUDx8+xPXNDfJg88/3paSEDuKnyWSCk+ABM5vNUJQFyryAYtrcAcZqcCwyXSWMac2DjAkpSAsSnoGz7F4qwNlJ0S9AKUCQ0JlkCC4yTST+U3A+MCreAB7oTQtnCNBuNpRpwyGPR48ewVqL5XIZJxMGkV3X4ebmBuv1OoYtptNpBA1s1b5eryOw4Uyc7XZL7qiXl5jP51gsFlHLxatxBiw8SV5cXAAAzs7OImhIHYLbtsU+gFwhRDx32TawntqEtRUuhBq8o/6SusZuNpvImrD+hSzNp5hNcmhFALFtanRdg15L9G2DrsuhhQh6IQN4C4RVLmtPmF7me6yqKgrA+QceaFpib4q8igUPaXAeyhekNt15nqMsq5C5RH40Mz2PFYGLIqc05o4EvkpmYDMqZhYH19UupmFyCA9AtJ5PwVxRFDEExH2DVqcCux3V72ETQb6Pumng/GB/T2UMFFTIppvNZtAAsQ7OEegvCnhJ2THb7RbWOxQZWRWwMWHTNNjtarRtT4BhPkPfd7DW4fj4FN4ZTCZlzOTK83zI9Fqv4/NPRe4clmuaBrmmbBxKp99jMZ9jMq3CM6WxrO97dLaNz0R4KtBq+h5FXmA2nVABxLKMbshKAjYUbfRCkmhb59BZjqaucXN9helsFs0KeSHB1/hOwMCLAMrX24/7XioHGP/t3Z6Hv5v++07CNuPPeF9mt1lAn14bi55vcxO//V5vv94xIOP30SMFS6yeFAdghD+7VTz0nO2vBFB++Id/GL/+67+O3//938crr7wSP793714csFMW5fHjx7h3717c54//+I8Pjvc4lPrmfcYbx1vH23a/C46aBB6o0Yay7lrR6gkCaJp9nOxv2xw3tidFshQIcXkaiGhg6rHfO/R9i84PVVrZG8NLwMOGUIyBdYENCMJOgOhmhFirNxbWEcuilIweBFIKCj0ELwgE0x6piBVhUWbXN5HFoXsg634lJbI8g3cO26tLfOHzf46vfe1rJFCrqrBCHMJMAHW86+trXDy9QFXNcH11hYcP3gYArDbEEKy2G1jrkBcaxvTo+uA70XYoM5ocunqPzc013go0ItU2yjGfL3BycozlcomsLFFUE5QVFZRjgGHtkO+vw0pNqSAUE+QbQS+wQpbJoAXqwJ2ewB8ZeHnvImAQgsJFvRnAXVFkFI9vG6xWN9hutoADVjc3ePz4caTuu67DgwcPiEKHjwXiqskEywW5x/Ztg/2OrNW7toWWAmVZoKqoAKSzBvW+Rtc2cN5jsVhAax0nRa11KPqn4gTGeoLF8hhtZ6B0DqVzXF5e4ur6Bl1Mf68wm82j26qzFiakHessA4I2yFoH6x2UFJjP5zE8IaWE8yKm8jrnYlXdvu9jqGM6nYZQhCY9jrXIlEQWPptPpxBwsD259Drr0XcUbiyDkFWpoZoys31cBZfPx8/dwaHrRZyEmKXkMB17NnjvAxuiKWtOuAgs6VwtiqqMhUMRQn1lSQZzmcojyGf2kkFPughgcLndbiNLwm3GgOT4+DgyTgQ0Beq6iYyWcTYa4llrYayBTqqKK6Wg8wLzxZzYN0/g3wT3WoDGJM7OcobCY1VJ7/Rmu8NqvY4iaqq3VOHmZo39fk9ZV1od0PtXV1e4vLzEZrOJ2pnJZEKuuaG4Yd934afHtu/Rd23MsCrLAvP5jGr7KHKDzVQG7QS2u23IJiI/Gh+yw9q+g84U5rM5nUNKPH74ANv1hjKbygkgJfb7HZZHOfrgD6Q0uT9X1QRaamQjvWKqtbttexGIeRHguG0bA5Ixm/G/u6VszGGYiH5u03nY4ELMSRAMWADE0HHKUL+YUbr989uAzaABPNzntvv5eucdb+8KoHjv8SM/8iP4tV/7Nfzu7/4u3njjjYO/f/u3fzuyLMN//a//FT/wAz8AAPj85z+Pt956C5/61KcAAJ/61Kfwcz/3c3jy5AnOz88BAL/1W7+FxWKBD33oQ+/mctA25IQIMEjxiMZn1sIqMkCjid4C3gzpUIkKnAfmdMUupYSHjUZrPphlWGPB1WOp4wDOWwqFGAPrTPx+uuJj0zIpB0Q7BJYow4WugYW2Q50ZISS8A5yXB5M4o2Qe3FKfFNlKNPs9Hn/1K9htrvHK/XN473F1dYlOeigpYnq1c5T6OJ+WyPVdeCj0xuH66gpN22K728GDMkGs97i8vCSxZhDXSuPgdQ9vLHxZUgp2WcL1BvumxebG4uLJUzx+UGF5dITT83O89PprKMoiinL5ftIQFXV0H9rMQmlG5ey1oiEEYpsKOFgnoJSA82SAJSCQZSW6zsD7ENIwHZ4+fYzLqyfY11T1tmtbwABPnjzFkydPoscFZYUQ62KtCdbs29jerI6v93s8efIkCm6FoAyTqixh+h677ZZ0O3mO6XSK5XKJ9XqN7XaL+XyOuq6x3++jRuH4+BjL5RFm86MIaMqSVr6cCtr3u8AeBD8QJVEFHZExBm1wmNVaw3kKs8hOxUmXBz6erAa/F/phASoPbtPpFFoJ5NoBvoeSZMUuBcjsrMyQZxlcYAGtNWSHrzTKQsFaFydnnvzHRlH83plAR2utsZgvYjhityM31CqErOqadFFFTu6X+/0W6w0xAb0x8FtAao3ZfArrhsw1ZgaYHeLUWnbOTdOOue2lHEoC5Dm5Vk8mk5i6y8dmcOQ94v+lJCGhUlTGgo/hgQQ0FzBuMIDLNYnK+5bYKqkkqrxCyEyFc1R0cD6boyhK3KzW0bfk9PQUWV5gs9slTJPA3bvnWCzm0Tfn4uICDx8+jHqpLMuwWCxwfHyMxWIR+uY+iobrEPYrigxZSWGzoigggJgB2HUddnWH1XoNDlGbviVX77xDUZ4GlpMy1maTKXKt8PDtB9jutujaFkprMvoLRQht12G92eD6+gpHR0fIixJlaDOeEFMN323b8z6/TWNym5blnQCX9Hjp9jxwdNt5xqGiVLciBP8MoIXnLtZqcsh03H/5PU/Pedt1UTs+e623gTiOLLjRF24THqcM1Dvd3hVA+cxnPoNf+ZVfwX/6T/+JVOVBM7JcLlEFR8B/8A/+AX7sx34MJycnWCwW+JEf+RF86lOfwic/+UkAwPd+7/fiQx/6EP7e3/t7+Bf/4l/g0aNH+Gf/7J/hM5/5zHNFO8/bWLQ16ETYu4FSVKUUgCCNgo8iycO6M2nnThvOewn0AzLs+hZSarJ0Nh28RwASClwF0nn6oQOSZTo9FCok5q2FkyHVSgg4WJiwCgI0vOcJ79nULBGES8a45Pqp/o41PTJNdVZc8C3p+g5PnzzBxYO38eTxYxwfHQEQuL6+Rt9RbRYSipJKPsvIHl5KDesV7L5Gbwz2dY3tdkt+BiFevt1t0TTkUmqdg+gNNIaModjxw0SSZRl2ux1ubm6wWa9xeX2N6/UaL7/yCpbLRTTCkpLABd07p+72sPCQwgGSJg52a/Xeo8gL6IxWt01NZlhZnqNpGzx8+Bh9b1AUFTZrSoE8Pj6G9xbXN1e4ubmElMSmOOfQ7Frc3Fxjs1ljOp2FSagFQKvyy8uLIHoECDgd0sts0sVZOLvdLk6kLCh2zmO3Y6GkxHQ6w2QyweXlFfb7HTYbaltjLLrewEPh6Og4hn+WyyVubm4imGHhpA16KVOVyJVClufYbDYQKlRrDinvXpA2om1aNHWLPPfwmULf25CZZkKhvgJCUIipyAsURUaZJ5kGXAvbN8gyjUlZwpM1ME2mXQvvLKqyCs6xHbquRdOS2HRf7+M72nYUoiuLAkpLVLIMwKoObrdlDNt4D2w22/iOT6fTSGcT0Miolo0hIy8ggANrcXRyDB/S3TmE1jQd8qyM8fnU64XZrTTcEasYB1BDWTcNFssllFJRpySlhNLECBnr0PU9LaTyLAB6UAaZEJjOZuj6IZQ0ny+w3mzRNS30icJkMiGDPe+QaRkBXBOyxbIij8CJjQuJlZoizwtaXATGh0Ov9+7dxaQqsAvibq2Jidpud9jt9njppfs4OzvDdDpDlmm0bYenT5/i5uYmvGN1MCQ8QlUVsap7nmcQ8Nhud1htdthsG6w3m1CmQSJTpMmbTmegYqeS2NWyBIzFKy+/jEwqPHn6FLu6gXUebd/henUD42isa00PCB/GQ4WT0ztgSwgas5+fgstj/G3bWNR5m5Yk/X8KDp4Xmhl//3nbbdd6GzAZdIbD4i0FJxyC4z7AW6yPFRZ+fD0vSvVl0DHeXgSyuP+N978tTTplW77e9q4Ayr/+1/8aAPA93/M9B5//0i/9Ev7+3//7AIB/+S//JaSU+IEf+IEDozbelFL49V//dXz605/Gpz71KUynU/zQD/0QfuZnfubdXAptgkIqHmRVnmsSTlFNGAHn+jBoKCgtyaeEbAjjS+0sZWn45HOAdAuweKYjsA8BAHQ9GXj5oH3QmYJ3hkzNIkPh4WEBL8k/o3dAiEmz+tl5jz5QcZJIAwoBpfQeKMOl63pQqrOC9CHt1jnsNjWynAq3wXlaGb39AKvLC1jj8eDRk1jefK965EUBqTI4kcEhw2bbYV83sM7BCYn1morVeQ9AZXDeoulIBCxlhqKQaJvQvgDyUqED0Ox2WDcNChZ9TilurPIC1Uxgt9lgd3GB65trXD59gm/8xm/A/fv3MDm/i9lsgjzLYCytSJuuRb3bYrffQHgbQj4kaOzbPQ2e+z2klDEmXpYVhBC4udniS1/6vzGbk+Zmt69RFhWuL57AewfrLMqigFYStvMwxuHJkwt89e2HyLMMs8US3nts9w2cdfDYo+l6rDZbEu1JhfVmQ+yV1siKAtV0is1mg+1+j4pijvAA+e6cnmI2X6JrO0ghsbrZAIKcSrXWaDsLYz38rkbfdtjsazgvsd/32Gz2eOWVl6G1iuxBllEoZD6fYb+nmjzwApvtlsICDqjbDkIKTKop6ppSTKVQ2O8b7LY1Nps9+n4FJXOQrkPhaHmMPNPIlETX1piXOeazCSZFjrLKienrHbymMFaeKzTNHg5UwLCrmxD6AITQQeuk4X2H/X6DtqOVurE9CZQhkGUUGrDWwbTBbVUX0Jps2Htj0XbEnFhrMZ8tkGUFrKMCiV3foXcOsD2gBGSWwfQ9VS7OM3IeVToYjAlMJjN4vw9Cck+MS99gOqtCmCKD8wZNQ3bws9mEdBf1HiJoJJwQ8EIBQsLBwyuF6XyBpm2wa1r01qFpO1gAu6aFtgbVZAKVkUaH2LyCnKqzEh6ebBKMhe1a7NYr5MJBa6CcULh2U6+RT3IUZYHJZIrT0zs4OTnFZr3Bfr+F1gpKiWggudvtsN8T4D0+prR2ITR2uxpXV1RgVUDCO4GTkzuYTWc4PTlBWUygVAYBic12g+22Dqy0x3Q+x9FySZWX4QBF7FzXkzOv8Q6T6QxSVchyykaqihxtS+9RVVToWoO9aCC9hukctAJyBSyO5th3pKGy1qIzFv1+DwPqw5AK9a7GdrPB5cUFFsujGMZgLU9qiJYuQJ8XwmHG5UXAZvx5CkzGoGQ88Q9s+Wjqigtj9qDi/fk4bITJekLSCwopqdq6d1G/2DQtmraBVCQkbkMxPgqDFsiD4B6SF7o+mIrSIpLZD24hz/fgESMO8B5O0Pzk2ReLLR+UoETPMN+xT1UEb+nBkRzzHWzvOsTz9bayLPGLv/iL+MVf/MXn7vP666/jv/yX//JuTv3cjTsirb5V6BCBJRGk+ehNGwSoA7WslIKFBTxlhzjvDux6x1vaoVMBUvoiSAFY5+FACv3UAE2BgjmWdRFhNQaRONCGTUoJrVSkepkWY9qZzM8srAwVKCEgnIWwkqjQmxXe+su/xHazQb3boQ1eCZyNYaHQGYfdroXUKpjc0WrPeY82hMWEoFUie05QxgHRf1KSaZLWGYqCxKJXq5tIMeY6Q1nQKq7tO1RlFYqC5djVe6xWN5BCYHv3HPVijs3qBuuVD5MWpQ23wWPh6uoC1nSYz2fB9MrB9OTkyimz2+0OxvSBps7x9Mk1vvbVr+KN972B5XIJlB5t2+DJZgW2TBeLBWwf9DugqtBVRWnBi8UST58+xWYzaA7u3LkDISR2uz32+xrZMgvZBRrz+RzHx8cxm6dtW9j5HEKSydRkMsHRskTfGlxeXuLmaoW8LHH3vMJ8scDNaoPp3KHueqzsCm1n4Pwefc9hP4WqKlEUeei/ArNZcP+sSyglQ1pwTyZdweQsz3Nsg9ka91eqrGuCGZeFFBSCzJREoTPkmYIUNBkt5xPMJgWqIkdZEEBpvIX3AlWRQWsB00kYb6GVhMtU9N0gBb9Cbx12+z2argE8hTClJCdQeMQyAyQal8iKAnXTBwGrjz4Z5Gqaw3kSijpHGSFUfVrAOIveWeybGqsNWRFIrbDb74Fw35OJR56ryIJw5g2zXKxpIZdeB2N6tF0LBw+tS0il4ABoqZAXVIOqtxamp5pgfd/TAkRruKaFh4TO85ARZGCdR56zQaQAIKPJZNe2MF2HqsihJQBYSOVR6QDaHemmrHGYVBMsF0sUeYE2b3Bzs6fwSNcizwWs7bHbM3tSYT6fAfDY73Zwtke9b7DZ7KKx3OnpKU5P72CxIMuGpqZwwWazgekNhKC0/Pl8ilkwEpSSHJhX2x2o9AMtnAQ0ptMJ7t9/BevVCvvdBpnOsZjPqYCiIKfnpmnRNC3gLCYVicqr2QQnwqPzQNtZXF3dYN80yPMSWlEq8tXFJaTKcHb3XqzRlK7Wn8cOHAo7h7H23WgibtOb8M+LQkhjF9mBcWEN4Pg7w7EoDCoAaFjvog1C13G9LyrQCEEmhj4UCC0C6+dB2YykPhmFXdL7wDCnAQMQiXOfc/AvYFEQFil0jwyEbmFL/p9iUP7/bWu7Flmg98e0F8eXOfOFzaEARMFd2rnGSDftyIPXwpAeyS8EI/aYQdQfpgCnqm9eAR5cK24vjw0M4IuPkdJ9/C8JSGXMkrm6usKXv/xlfOlLX6KJAsTGpMfjGGW9b9DvDYSU1IkdsTttb4EgEubMjuVyGU30hlDOoPhmF1C+xqZpKJUZiCvVaVDua32K6ZQyCPqQtUFOnFQBteuaaExGWS5P0bU17t69i7OzM2KBQiycPDM2caCt9w2KosQueDRwJVqtNVarFS4vL+NAwoMbABhnYY2N2SrWWlxeXka/jLEmg3UmvHqbTCY4OjoKRQippgl7prAhUpGXQaBMxc/4uXhPeos+ZHlwiKHve5RZGTN4+r7F8fExXa/pcXZGACXLSEdBWocW3omQqUL1fRiocAYShzEYrGRZTsBBS+R5FjxNHI4XM8xnE+S5Qq4kdE7FI3Wm4WwoJJgpKK2oMjD3Ue7b3sI6Ay0yZHkBnRUUwnSAcsRaWWshdQ+tQ0jPA94L9L2BUvQucP/glP60jkhZlrRiS94v7jscgmPRK98z92MOkbEXCxcBZIqcj0P6JtLUOCCWEuDQQt/30aEWQPwcgjRqRVEE8ayLPir8/qbvMvUzQHoPiaESuco1pNDQsykkPOpmj0wrFJkGhEdeZOj6Fjera3RB7+I8VXivJjnu3b2Lk5MT+KA3a9suOsWy581isYhanF1YzHhPKcvOWyyXi5CdRiy0EAQolJaQchI1dE1Tw/QGTdPi6uoafdch0zJmZ80mFXkmKQlwvTHbw9kcedGh6Q26vocFAA/kmcZ+V+PRvsFuRaHXSTWBF8Sa3r9/P46lY7BxqN1IszEPQ/y3MST8ndu2dFwfj9svAjvpfreBpdvOmYbMhWDdpIiCWC6tQALnwYiNM/y8H87H88VYFzK+jvE1PE+TM76vNIP0/1vbexqgsCo8RaipuI0fHE8SrCg/0ElgSM8CDtF3OnjwT5rWO+483g7Xkw50/LLzAJo+bC6yNwYnPOkBOLAFZ2FhvE5Px5cesFLi0aNH+PznP0/mXMslyuC7kGW02pFhEHbewzhLxw6rUQDh77QaJUHpwBaxiDIK5uoau90OWsuYgcL32dsuskht2xIQaVscHR2FAdrH1MajI/JkICaEVoHMgkkpUVYVymCadXV1BU79jH4fSconMVx9kNISC7Pf7+Gcw/X1NdbrNZbL5cGLaYxB07WoJhVyR94l6/Uaq9UqmphJKbFarXA3DPacjcHgBSD2kEEK+49IKYNFu4//L0tyE72+uYm09GQyQdO1Ue/AqYASMlqJb7cq9lHnDObzGbE13VBvRwqBoirRTScwlqrHVmWOvChQ72vs9jss5jOqNSMCE5YXcIaKSk5nFaaTEoDDbDlFVRZQUgDeUv0mD3gZUu4FyJlVkseHMR2avkXW55CKDBONtUDfY183qEOGS5YXyApiGZq2Q9v18AgMqBCwjhxqvRex7diokd9BTlOVUlLhP+diMT7SrZRxUcLCZa73w6Aj1Y0wQ8mCQtaFMHDQmjICVTa4f/L7wX2AnyUzMUpSQj/XrtFKk7+SJwbPO48izwDvKFGzLFDNJ9AC0Eoi1woeDloKaEUaFtMb2L5DUUwAZ6BljsmkRFnSOyUEAU0qUGowmU0wm0+hs5Ap1ZLGx9gOeaGxkHOysV/MkOWa9HVw6PoWbdNgtV7j5OQY8zkLa8nHSalQiDHLYK1B09ao6wZd12O/b3F9uQbVXPFoQUBHSoF9WWIyrUgXIVnI6QO7ZNH0PfZ1jd45OE/6JGcs6qZF3dD7VOYFZRF2bbRWYJCZLuTS8ZQXZzyO89wwnpjHoZ/nzj2jxeJYv/KiLQUEtwGo9Hip+R8x7xIu9GNepPF8kIWq4gzkBwA2XNv4eGNwMgYj7+R+0kjCGADdvv//IdWMGSSkFWNTdBvV8GHASv82zmUfdzhgKNKX+gHwOXg7yPzBsC93BGYbeMJJJ0UIEQvz8XZbxxgEUurgHhk0OEcurTc3N3j06BH2+32s0dKZHmUWUim9h3WEvKWkasvG2ZBCGFKzhUDddhEI8XnYqInbxHsfQQoNkGWcSLqug+0N8sAE2ECBFzmJSGezKTjlu+voGOv1Gk+ePMHV9WVMXeTMkdlshsuLJ6F42D7Sh9zGabouMVdc5IpWy0Pob0g95kGNAVRnehyfnMAGn5ntdnvQr/g4nHLLwIh9L9hjgAfym5ubKJRla/S2bFFkVRStpRb5DHa4z8asFi+xXq8DQ0R94OjoCFmmYttSmXsKgWiVQYZ49W67Rd91wevEoesIKDZNjSzLMJtR6q/OiJVo9jtY20HIAlmmkeeaWBOBULAxVK0WoVRBANhCikDtiqAd6pBnxBJBUgik7XsYQ+EqkntJQJLoe7vbozAGk2oKaz3atkdvLPquj4sL5xy2ux2ElChLqm3D7Z7nBUxLkyO9a3kAkAaOM/qiOZ+JDBdPalmWo673sNZhMqH0dcoO4nBqH9qpjOCRgYlzVNQRQMzoYoavadq4qpdCRCG4FAJKSrR9CykFqqqE1gqtBColYfsWEoCSiO/2ZFJQ+Q1Bk3ZZ5kSVewfjDCbTApNJgdWaWBiavOkZU2G/Bm0b6gXtmmgkeHJyEswuqVBhb3psNms8evQIRVHg3r17ODk5iePXfE6CdmpDH8Na280eq/UN2qZD1/XYbnegyto1vCOW8fT0FH3fwfQZOtWhc8xaO9heoqpK5JmGLyvsmhptb9C1NapJSWnPKoP3AnlGIbOnTy+wWq2wWCwiOzDWe6ST5Ri8pFk/z2MNXjT3pJN5Ghq5bXseU3ObpwowZNSlnwGg0GzfUV0lMzjGSqkwnU7JDkFSYdXBY2s4V9o+aYmTdG67rQ2/3r3dts+LGKh3ur2nAQpw2FGYseBOxwMbZ34wm8KDRiqmSh9Qesxxps+LOi3T/WnHGqhbcXB93ge/FQygI/2XaX3eP+pmUndV6nnwjhiRr3zlK7i4uMByuYzX2nctemcpZZHjiYLEm0KSi6N1Dp2haCG3UVmWccJkxoLbLP2dxcY8sfLkKjwgw/U652hQDgLX9XoNIYZJf7PZQAgCWLyiYgqan9/V1VVsCwaA1tpYQK7vDYToA1CiWCzHW/mZcWiGmQwpZXTYFIJ8QVSmI3Bh91JjqCbM/fv3A1VOzy/L8ljBlY9b1zXm8znu3LkTV3Rsy14WFSRUtFdnhoxEjvtIzaYmadz/qGJtFwFNlk2juZcHYhjHeBMMr+SBkdlut4s29saYUNukgFIOeaYhhUcNh950gPDI8gxt30FpCa8VpBAhZCEAqeBgAkABoBRElkE5BS9rtH0PLxWgc/TWQUJCqgxZMYFzBl4oNL0l1kBp7PY0GamsBEAC37Yz6DqD0nroXMELFSpta1gPNG0PCNJGldUU1gN13UIKCq16RyZRWVZACg1rqKjhpJpBSY2m3gFewhoD01t0bQCGUqMoJInZfWAuBKVIK+1jeJgztoqiiGEbTj3uui5mz2idxbAUh1bZv4XHpMViQaCnbbG+uUGmBORiDuE9nDHQkotdemRaYlZVyPMC8A5tu8fNZoOyKrE8mqMzHRaLGdquRzkpMZvP4T0byuUhBEn1iriWEb9Xb7/9dsz6ePXVV2NtKPahoj5OYx0DfGY9t9ttYFDIl8h7YLvdwFlLIusQAp2UBfIig3ekh4ksVplDCAUlNZTy0FLCK0kp2Z5KKEhFrrnGWuz3Nf7yy1/GnTt38MEPfjD66TCDnk6YKUhJV/vjlf449JGChHQbLyL5eOmxbvtOeg283bb/mElJx7veWpigA1ShwjOPD5PJLAjSeVwOFhKjBfb4Hm5jUHiftA2/Hpsyjig8D9i8E1aGt/9XABRe7Xvv48vPKJAnyKjXwGHtAp4AU60HhwpuQ7j8AFLlN3cIj4H+ZQ1KpOpHQq70+via0vART+YMesZK83Gn2m93+MpXvkJF54LGgMyg6PhaUzVQ6REyh1wwsROxgBofk1OD+aXgNuGN0lptnGi9H4q3xfaXFlVZUupp31M10nAPBG5CRtF+h9Uqj6ENG+rscIonaw34vOOJOw19MYOjQvo1x9SZjdBaYzabxfsj3VAX772ua4iO2oIElRNMp1OsVit4P9Q0YadGSoUVgQnqokU9D/LsRsrGZ2nBP3gfHVQ5tJCXJaxz0dIeQCwiOJ1O0XVN/D6lgDZ0viyjuiXGYFJNkEmNxWKOMs+oDzkH07Xomgama6GkQKYUslCHqSxzOKexWl3FiYvCFAZCUU2jYjKBkhLr1RpNaGOdB9GoaKFUBgsLqXMSvgoNYz0cqKyBdQJCahR5QULstkdR5tBZiSxjMapBnuXI8hLWBSAtqCYSV7LNC0or702PbkvOpFVVRQ0WT1Lsj5EO7sw4pmwVVZ3exX6SGtal/QogzRuDWe9JTEtANYv9gz8HQIVAlUKmc8ggH8izDJkO/j0CaJsaTchOk5KApiwyUDot+ycd6geiC6+g8BYEIrMGIVCVU0ymgAr1apqWQlqbzQYu1N+aTivM5wuUZRH0XwbWGlxcrKCUCqaKCyyXc8oAAZBlQxVwyiQErq9vsFqtQ/+2sNbh5nqNuiYTSRnaKq1V1LVUYmK73WK/34dskzJUYvbIvMdsMkXT1gSAhUS938KVpFvqe4u2N9jsdvjiF7+I09NTvPTSS3Fc4Oc19uJ4UXbPWI+SMuq3sQzjCfh5+6THSv8dg4XnaSiZ9Yt91jpADkVepZRxQcngOQUj6fHSPv0ikPT12BJul3ROHTNTaZuO2+P/GAaFBx+++bSkdIpUmX3gBzN+aClS5gmRGzzNxBk/FOAQfauQ5jxGwOn+tyFR/nsaHxzTcemLlIIma6lI3FtffSvqM/qeNBh5nkMrsuHn9vAQaDvycRFCwoWUMB7EpVSYLSg8xIN1Kuxl/QkPzKyHSLUYfE3w5JhrjEEehIN0LEqf40Frs6GKq7P5DO22wcXFUzhnI3vRdR3Wq5s4OVRVRdkczkUgw8+W2oyKRS4Wi/hiM5hiEJFONN6H3PwwoPL98QDBg0AKMpl94QyQVDjN7BKDRBbM8jNdr9c4Oj7GTClcXFxQjZvZFA4eUzeNxm0ATVgMqqqqRF3vg8jTR1OxLB9cVU3XwQsD09OApaSkidJ7OGuhlaJ6KlrRRCkJXEF4sG8PCVIpa8h7BBtrifV2hycXVxBChPTFCllRQKoczgkABlLn6DuD1npoeGR5AS80CkOFLsklmUFzASscyoqAatexmaLA0fFx7ANCCMwX86jLKgOw6wO45AmavWbSOj3MzuV5EcMx3I8ZoHIIrSwr5HkbK0AfLECUgpAqMmZaa0op325jyIf9oPq+p3COEOg7mowzrSFAtgbwVBAz0zpqs7IsgxQhhJJp5FkR+h+Vxmi7DlopAMOE4D2F15gNLMsSc0v6INL5lNhsN2jbBm3b48GDBxBCYDEj76Hj46Po73Nzc4OqqiAEUJZk3V+WRejPJhZK3Gw22O9rAFRW4eHDh7H96N2cBisEus68oNpsd+/eRZHnuL66RNuFEFtL4dGyLOEcZdBNJhUAKvuxbyhFujMGq/UWxnToe4e2NXBQEKLH06dPcXl5idPT04OF5xgcpNuYLR+HWMas+vi7B2H9hI0fnzsdy9Pjp8e9LbyUgoB0TgOoXpEUIopgs6Q+EX1PRJZrfJ/8WTpnjkHV+BrG18XzT9M00bWWw7DpQvB5AuT0ut7J9p4GKN4PLyo/oDSTJG0kbtyxkIoHM16lp4gwFaOOkXIKElI07d1hrHMMZlJg5IHYubgzAsOqLT0nny8FLkIIINmPQ1rkBUOhhGpaxe96DCrv3hhY7+BD3SEXnGKVYRdQAiWst+Dz8jl4kKd49GCvzJN5ril0xJMIXyOxVeTuSiyRi4IvLq5HE8sa6/U6rnhnkymOj6bxnFmeoWu7YDy3p6rDLmiMhIUO6a58TtaKcPYN61bS59H1PSZ6GvsFAyGuz1LX9cH9cx/h/sPsBk9gDPAIwJCwbTFbIsty6JBmzn2WslsIaM3ncwCI7qacATGdVhCCKuEWRRYZAfQUaqhDarHwAyOXCom59goPIrRyzdD15JZ7vDhGlqkA2ulnXzeYzaZoOoOvfu0B1qs1ynIG72sY66CzDFIXcD0Vy3RewjoJ4QUgNVRWAZCoJhpFOTnQAJHLKFBNyATQOZC/SyhmJwTF3MlgbWD3hmybPI4DTdPBWg8pPQCqekw15uh+iqKAMQ5NswPVjOIU5hq7XR36t0fXGSwWRzF8EUXiksKiu+BcK4SIjN5isYh9nPtMURQEKHdUfJNYKiqTQeZ/9FmeD2Ff+BzSVSjyDDLTcACcAIx1UC6IkgF4SUZlXpBeBlpCKY1MCmTZJAAqDeeBrrvGer1F3xtkGTF708k0hm24UjSHUbXWsY7WZDIB1yUiIHOJ6+trSKmwXm9wfb1CF/RqzgbdBLo4bkopsVzMcXp6iumUMs7qusbN6oY0U3mBo6MjHB0dYTabo5rMsVzOAG+w263gXAbb92hbA2sM2nZLTtEZsWhKZjF8z4u7lA0fj8+3LRrTMXbMBoy/x/+mgGEcOhmf+zZ24jYGh/dNx0kAcYHFY7INRV/LYhLDWgfzgUhDLQhj/rOaxfR+X8RypNfHz5QZHU4g4PFSax01g2nkgO9taLPDqt8v2t7TAIWcXNnQ5pAd4YeWsh5jtMgNfhslxrR7GlNLQ0RjlsY5B4nDuN5taJo3+nwQ+d72MNPvppPiIWujoaTHyy+/gsuLSzx9+hRZkVEqnvdxouaVvXEWounQWxIhCkkVh7lDcdo2v+gMGvgaUuDG98ftNN6YZVHRQbML55Exk4KejwkpsC3mizkAj6urq1B+forT01Pcv38/CsBiGzsfMy4YcDDtCRhIpWOZe772tMpn+vytG9JT2TXUe4+Tk5MIIB4+fHigTeGBg++V748MsUR8mSk8RhT70eIYi8USTdvCg3Q47IwLSS6kaX8rQvbSZrMB1RnijJNu6KdOxiq5PqywlJLB3TOH8w5lUVCWUpbHFY6UEhACfddjt9/j9PQEVVWhrvfoegtja0A4ZHkBAYvLKxJB9kai73o4D5TVDGWZo2kN6rolFgQKEBmkymEcCWyzokRZkJA602TgxllOXLDOe7YuByZlDghgs6FyAABCe4vIlLBWqWlaWGcj+OR+MBxv0D+xkLeu68EmP6l/xACO9VE8AAspsa/3ETwyCKXifLsQnkB83kopeGcxSwrb8ftleqoFxGHTtu3IUVpKOKmhdE5mcF5A6hzeGPKMEVSgVEgq5QAvqKBerpFlBcqqpBCY1iBHaFp41Psg1j4pcXJ8TMxN34Oqd1OFZGZHJpMqhkABEts2TR11TJxKzaCXsqtIc0KLPYmqKuJxZiHTh0zjdpBSkh+SUpiHQpjc3n3Xo+96VBUxfF0HWNPC2R55pij8G8qCZFpDyiymzqfj43jxmI736fuajqfjcXUchkm3VIyb7hfZtlvmmnH2J29jxoZT6MmBV8W+CtCisywmsXBkKnJNwVQKjgTwzHWkiyvgEESN5530OtPxn/t7VVUHIdQhUWEIS6bbi9r1tu09DVC4wcf6Df4b/3BDjSnA24DAmClJ9+f/DyXdD71J/Oj8t6Hpw4fDBe58RKAA4sSXMkD8vcNQBsBGOpPJBO973/twcnICLQdPB+ddKCg3I4X+dou3Hz5C2/ewbjDqYZFnlg3+HkzfpdlM3EEZ0FA441laUoJ0DjGbqO3gLFdJFZGhofuhVcB+v8e+3qNpyE6bqufOQiE8GXUuwJAxkYIlbnetSe0PIIZZ+FpZlMcT0cBmUSVbH8S7PFhwbHe32+HBgwfw3uP4+Dg+f35enNHE/YPTkNOBoG1bPH36FNvtjqrJzmYH2SUq0zDGx+wcpRRm8xn2OzIT2+8HAKn1JFKqVVWgCFqC5WyGqihQFuVBmjuDgXQQoUnGoO8N1qs1JhWJdvcNZRXlRY5Ma+zrDgICvfEwHkBHpmRN2+NmtUVeE1jojYUhc1hoLyBVjjwj8eN0OsNisYjVVK0l63sGG5xGTCEdHwCKx2q1wmq1iowGgw62rF+v11B6h8mkwqSaxOfgnIuVk9NVMMfpU/8T7l9pu6T9mwCsQ9t1WB4fw3sfhN4DCOU+2TRN1CDtt1uwE6gPgzqnOzvr4GXwp+DFghDI8hLlZAKdZVBZBqUFup4cafMsQ1FUkEKRAZwiV9miLJDnBEBn8zmKvASEgPUe1WSOqpzhwYOHoT3IWLFtiemje29QVSWahgTeR0fLqE3h7D0W/XpPdvZSEsAo8gK7HYluuX4PefkIHB8fQ2uFvqXjtA1peKYzqqQ8KasIAp0TyDMFpYBJuUSRZVj3HXbbDdquh1I5+rbFzWYPpXcoJw2KfBoZzVSgmc4Dt80Ht21p6IO3cUou/zvWeaTHSOeW1HdrDALSjVkQBiZpiQUG0rGa+HyJLC+H8T0BSs/7v3eDTCFtizSM9U6AQwrA+D0eAzWeL7g9x9uLnsFt23saoAA4mKCogQU5wspDMVBkEAxZ0WutYY0NdPlQldRaCxWqFKd0fooguYOOBbS3sSDpPuNO4Eff4cme9+WChnSc4HGQoOZ0K8sCb7z//VFnYK0LpQhdLBjHtLQXMlRZXUezMK01hJI00BWDgRnrTHjQ5pc4falSYTDfmACghEj2sdBqWLmVZRFDDFIG6nk6xdX1FcXS53MYazGdTFAUJfb7JngpyOCESiCOaiABSmeAJxGd8x2U1IAQMTySgg4GKADi75AC6Ht4CWy2G5CDBT0fLta3Wq3Qti0uLi6wD4xDOhGy7wb3Ow6jlGUZ22m/32Oz2SLLc5zcuQMpqCSCCOwWQj/OsgxFXkAJReCg7wmIBEaFmaezszN84IPfhHv37sJZC9v3qLe7mE1iEo8Y7mNcTZhEzWSHLQQNhpvNBm3fwYTnPZvP4DygswxZXsJ5ASVzZDlZme/rFrv9HpNphTwvUZQak2qK2WyOo6MTamcvMQspkFTVWEWamNuqaRrSU5QVAAd4C+8sppMZZtMFtttN1NxUVRWZjNl0FSfOxWxOWSXBeXa1ItdgeMpy67suZiL1fY8upIF771FWFQqujusFnPUQkJjPFhBSYrvdElsZmBgGopzlws+EheLOOeRaw/ZdzJpK6+b0fRdFuekipCgqTGcL5EWGssxQVkUQhgscHR1jNltACAl4iaqsUBQl8oK0ZkKSB06ekdi66w2KcorF4gh3775ElbCvLlDv13BuKIzIz2G328VwFW/cXx4/fozdbh8yknp0XQ1nPabTGc7OZgGcLCEgUU0KFHmG2ZwKErbBXVQrhbapEUxPIzMJANYAfSZhTQPf1yhKiXpfo20aWA+UuULf9bi5uYaxAlmxw3x2hPPz8xiCTVmU8ZZO2uMQTzo+p+xGqj9M9xuDk9vG9zGLn+47Dq3wvhzqTlkqflfn8zmNQ+FdHTP16fWOWSEPe7Avz5djcDFui5SRSe831bDEMX90P+nv43Zm0fU72d7jAEVRYNZLkOG7pAq3IKGYSEIu8CCHXU/Oq1IoeMkNGOrpCA8pdBAFDg/ntvAAd6o0g0gqGQ3CnPfRSI7PwrbGsZKyJ0dGrTK44GQKEM1PrIQiNT8EBMhVMvXmUIroXgEx1E8QZOajFdU2KbIcPhghkTtsFl0jt9stbKhFlGUShcxRVRNMp7OYQcSdmTo/MT7cyXkFXhQslk08aZyn4ogJmPOSjdvIb6HrOnhHvijwEnfP7+IjH/lWbLcbfPHLX8JX3/4avNSoZnPU2x1WnH4ryABMh0nWBS2NtRSqIdBZQoRCbcYSS5AXOYk2u5ZqWjiPLggae2twvV7RylXrUKdHo3MOi+URJrMZiqqCsxZd36PvDbbbPeBcSNfOCVBIBYCeq5yQSLLvyWHYOsBLMk66vLpE7wyOjo6CAFPE8M5iMQ8rFUX1oCBgTI/ZbIrlkiav2XQKCOD09ASvv/4aZvMp6n2N66cX2G/XWK824VlYCM72CACeCwtSRkweCtFJdF2Dm5sVeVhISUUXmx5l2ZAw1QrAa0iVDW3pQ8ZBlmM2X2AxX+DOHTKzm05n8J5OWxQFJsUE0zmFv/rOACKAeOtQTCZU9bik1X/fE+iYOYdqvsd0u47MUlkWmE6p2GIxm5OOynlMqgpt16EO4r3T/T5klgyZYbTKy6CVxG63waNHjyEEcHp6J7jtGlxcXFIorygwm82R5xlWqzXavoV1Bl1vkOUFjrIcy6MjlEWB1XqFtu2CY24GrXtkswzekg6L9AIS1jlkwfm5DL45zjvcXN+g6w2qckLHrErMplMslnN476BVhsVyidlsRq62zqPIcqg8iBKFhHHMUCpkQiL3pCurJhWqSYXFconptMLjR2/D9hab7QZN0IR473F6coKqLCGFQNs0qPc7aKVw8fRp1DexLirPc0ymFZZHM8ymcxJ9T+cQQmA2mSAPPj1918JZA2d6SHhkmQ6pyRt450O6ewmRaXStRVfvUSiB+5MznB6fAxDoeoO8nMB6hdY4rDY1HGhheufOHZyfnx9U6n3elk7mYx3Z1/tuuvF4Pw4jMfjkPs+GZC7o/GiSBgAu90D9gb2Y2HjNOYt9XcOHdl4eH2F5tIRUCr3pIKBieBY+WNQDB9b0Azih0i8pYBqH6J9tpzCVINyjTGrHhfOFCTbsxXpL8Qwo4ciC8KSJEXycd7i9pwGKkhmEoBCBlJSmR1krQ1YKgQIBhyHMQxMpMyCAQGAcBCmgvXNhFeUgFXVGpn55xZdSu7GDA0iLIgWcE1YMAUilLIsDnKMaJIAKdDBBnIhknYAQJHSiUBUg1LO6G56YhRTow8sAFeqEHOguEMIbOoQL6G9ULXeGo6Nj5EUVwwJxhZPQn7zSiOxDuF5mNbz3pNBXKjaHTL6rtIbOckyncyyWRyiyDLPJDNNyhuXiGEdHJ1gcn+Ley6/hycVT7Hdb7NsWznvUTQPTmygu7joKPyitCLCE+HZeFJBSoZpMIwtUlmS0RcCMYuiy1Tg7O0NnelT1HkprVFWw4TcULtis14CQmM0XMZylJDkHCw7ztLQKzXUW2RMPR/UrHFmAC51REb+bFWSuYL3Fvt5Bh8F+Pp/F/tF1HeAF7p3fQxOchPM8x507J7j/0r0gFpXIMg2pJOp6j/1uDdM1MG2L7fom+p5YY6EzjaosUZYVpHfw1sG0HtZ0EMKhyHUwNrPYbqny88nJHbRNBwEN58LEl1OdHakkpFYoigmqqsLp6SnOzqiGEYkeZ2FV68OASkX4VEb221ILCBn6ku9RlDqGpYRQEKoM6e8eWTVDMZmjaxs4OOq7mq5hujhC17cQwV+mshZVCBeJwKBx5WvnPSw791YV9tsNVF4iyzTO7pxDCIG2bQCVw/RkcDebLVBWRcha2GG9XuHm5gZ9bzCdVlgslpBSYrE8xnq9jiGrvifQPJtX8b3JgsU7vUtAURa4c3qKoizw5MkTNG2H46M7mEwmKEoqizCbzeJkEr1IhIgCaygJqUQAJSIyRKRv81A+gyssdK5RVBXmswplnmE5W+LBgwd4/Pghioy8XF66f59S6bXGbrvG9fU16buCAZ4QQJ6TpqyqJqH0wwSz2QRlmSEvqD8Kb7Db7nB5cYHdbo+2baLHUernxP82TYO+s8gzDa0EpMwwmy4wn89wdHyM65sVNvsa8zlwctKj7S9grMRrr72Kj33sYzHFeAwYbgvdjyfk54UieN/nfe+2c0lJNbJY66TUs2EYGQwNaQ3nULf7yPL2fY/eEqtkQwbb0dERjo6PoDKNznQAJITwcP5QFxknfcG/0Y93Q5o0bylQuS3UA3aeBWEgCQBKRhA0LLiTk0oRF/YpI8glVPj4tLD9P6QWD0BmNdQgw2c8eQ6hBxbCJhqJiJpxsK9zh1QUI10GNulDBQafFeBQXHWbFoW32KnV4InCwkWeOPl7dB7qGkIcUpR8DWkYimKOSYf0Hq63Mb7unEO7r7Hf7uB6gzvHJ2SJX5Wh0i5w7969mDqZ+ndwWIQOO5izsTaARXP7/R43V9foWrLL9t6jyHNYY0NK7QzVpMLJ0TGOjo7Q1g2OlkdUEwYC1jrMZnN88ANLvPTqq9isbrDbrvHo7bfx1ltv4eLiIirpT09PMZvNcHZ2huPj40ibTyZTVNUkghgGWGymtdvtooPr8fExemcJUCk56Ga6Dvv9HpeXlzFEFkNaABQUXG+IEep7AC4saoJRkreYTCY4Pz8P4FHCeI/1zQqQAtPJlEJPAOazGU3qWYYqCHCtcbh39x55yXQdtrsdtBI4OVpGN15jDdqmwW69xs3VFerdFsZ2sUjmbrdB07YoihxChIrb8IExdFBCA6CVmrEOWZFjMqmw29VYb7eYTedQU4UsK4I3TAVIoJqSC+nR0RGOj49xdnYWax7xJEQaIwEBKipJ4ug+AumoDQv76yCodjak9UZqHfHZWdsjy7PwThGL2LZUxDLLCsB7FMWEGCkp0XYdyrKJx7LWQkiBsswxnc4gFIXhFosF9eGuh/USUkkcHR1RxktZwBqLpqlxeX2JoxvyCplMK2iVQQWvmO1mFyY8g7yYQgmB2XQWtVZFkSPTCsaRNqkqS5ycHKOaVDi9c4au73G0vAOd5bFNWFAMT22ipExWpIIq1EoPJQNolMTi0qqZamGRuDKDVgW5SkPi3vk93LlzB1/72gmePn2C/Z4yYZylNHj2NXn8+DHqtguZT1RegN6vSaI30ZBSoK732O0cZd7sG6xubrDdbuNCZj6fh+ymKoqQuSBh0+4BX0DmGtZZQEoSg5YlrJfYNh3quoOxHnlWYHE0xyc+8R348Ic/HAXrKeN7MM6Owhbj7esxJ88DKc8e43ZRLP+b6vcYmG13uzCGEwPctuSddHx8HDU9nAVI7N9g1896j1SPMgYDLAlI/3Yb+5Pe63g+vU2fk+7PDM7z2jMFQO92e08DFI9Dyo4bMn1ITDPxw0rFVOMMHt6og2WQigY5m4Ab73zMRAFEsBt24Oq+8D7oOoKoVQ5aBqbJ4rVBQo60Mty5+Xr5b3RfVBPZOhOvhToIi+1cpAwZOWdSQQkJKQT2uz1urq/x8OFDmK7HvXv38Oqrr+Hszh1Y5/Dw4QO0HXk2sAhxOp0edHC+tvSlZzEos1Zd12F1fYOLp0/RBOGokjS4clZN07V4/PgxFosF7t69i6uLSywXC8qEyTMYa2GCx8i9e/fh7R28/uqr+MhHvhVPL57iq299FY8eP8KTJ09wcXmJJ0+e4vj4GHfu3MFrr78GIcnCfDKZwDmHLKeVLdWHMbHtnPfQSqHuWnhBVY0HatZhuTQ4PT2F1oMWx3tPGRedhQ5A0cOj69qY9ZBlGTzIcTQPE6AKjqJN22K/28E6R5kOsymmU7L2l4I8XFgc1zcdLi4usV6v0PcdnLO4uHiMoiTbdJqwXKz/09Y1bMjOUkohK3L6yTIIJdFbAykEdEYDm/UAPNnHU4ihgl14tB2lNJrAzFE5gwnKskA5LXF65wSvvvoqzs/PUJUV8pBV4AJjxDR3rJScZVBKx/g6v5fMDHAIhgYzENgQTEOTsZnWCsYI5EUevk/hKxKeUq0beq+HFXGmM6DEgYmbEOSgnKkcSlGF4KIoA7NKXhtFkROtLqlCr3cek+kMeVHi+Og0mGMVsa9oTaUj+H24c2eNTGtMqoo0cQIx06o3HQASFFaTEpOqwmQ2ByBQFLNbJw/TU3XluAARPIYQM+u9gLMIbc9FQcuwWnWUoiwUJASOjwHvDDEgsxmWR0tcXV1GQfJut0Xd1GjqGnlRIi8qLJZHOD4+imJ6Fpmni7W6rim81ht0TYv1eo39fo/JZIL5Yo6T4xMUZUlMXlWR8V+o/G1Mj960EMKgtx26vkMbFmq9dYDQ8CCH39M75/joxz6Ov/7X/3pcSKVeRLdNwKmOYrxYfCeT5zv5Di1Ub7d85wUlvyNpmYw8z2MVdAAxbFVVVeyz6djr3ODNlIrA03E6veY0nPMikBKBjVKRkhkDrBcxUbe1T/o8Dliad7i9pwFK2tgpTTcWA6X+IrexGbc3HKVf+iC+kpKEaVIpSKmDLoS0LCyqJXU9TV6p6Ij8AYgCpA5kI7AglmbwqyCUrOO1pfdJnVTAO6DvB3EqMLBAKQATQkBoMvfZbYkJuLm5gRASL91/GcfHx5hP54AX0FLj5OiUCoBAxFUPr0rS9hun66XVWbndF7M57p6fRx0OaTRyPH78GF/44hdwcXmJPMtjeXetFa6vr3F8dhoUtgreOzjj0HqPXEsIpVHNZni5qnB2916sdvz48WO8/fbbuLi4wKOnT/G/vvQlnJ7cwd2793B+fo6joyOcnJxgImhVw+E8FVbhvR3M3UzCiGlNlX51CNukL7ySEl3d0mQfnldeFOj6FtP5NPazO2fnEAIx7l7vtjHLZDKZYFoVmFYlylxDS6BtGzT1Pg7ul08v8PTpU9zcrGB4YsuyEO8F9QfvYz0j4RGZrs6S142UEiq4sAIgd04p4RA8NlSOvMiQtz0AspPvnYPpHbm+9gQclssF5vM57r9yP4JBfn7cP5wgrRGDa3o/h3dr7EPknDuobUMDrwph0SFuDQRNVUHFA4Wk50PvpgLLyW5La2TQny4EtM4hhYJWOcg0kMCjgMTR0QmKssBivqDJQAnAU8ptluUHwvBMZxCSs6toFW2twXQyh9KUZSW8gBeOTLUk6Yn4mB4eUmUoShkYpOJg/OJ74lRk5xy5QQe9ATNJRMSzrw/9TuzyoH9wzkOHBYsxHbKiRFFNUE2mmC0W6PsOFxcX+PKXv4Ttfg+dF8gKAmFHR0fEOMXxUgSvHBs/22y2lIq836MOpRWyLMNsMafJNtOoJpTCnAXtzNTPsGhrdF0ddF8S+7rGxdUVpvMFueNCwTkBawXybIIPfOCb8e0f+3acnp7GtuKxM4634jAEkvaFrz/2D39P/02/k342HOPwe2mf52vhBRynRkspo+EfgPheTSaTAxDPTLXWJGpPK5Lz/JcWwk2vN2UwxuBqfG/pD99DGqIat4/3HngOWLmtTdPjvZPtvQ1Q7GERsOg/EH5PHwanzN6GJNNQSdqo6QNnHQMfgz/nTA0gQaCjl4I/S1OEBwAlD1iftMNwp2OgQCnJLg7m/Dmn3KYAhcFEqTO4jgySrq+pHPv5+Rnm8zkJ94RE27RRLpNnebAibw+AHTAYwaWTyzPhJT8U7ZuHOh/GEGOxWq3wl3/5l3j48BGOT47xgW/8Jty9exfXl1c4Wh7h6voa+30N6xzySRW8JBzavoPw6qAt2bNisVjg9ddfx3a7xeUl+cA8ePAAjx4+xqNHj6OPyvn5eSiMtoy0aboKLKuKXBrl4AzJA0iazZWmOWudUaZUEMEBDA586G80KV5eXuKtt76Crm2gJYKnicd0NkXb1LjOc0ynFI7abneomxrrFa0st+s19rsa+3pPBe2cRZHnIexgyBzNUiXfpm6gMw1IYqyMs2i7Dk3bYF/vcXxyQmm8EKHGiYMHaUuElDT5C7Kw11kR6t0Ax8cnePX11/DKK6/izp1T3Dm7E1Ocua243VI6eGhLMlyzdmA5uV3TwYyfCWU01BFUAJz2Tv346dOnKIoCd++dRRbUBuZACBXZG3qGoAWF4FBpKJ4GwAtyhyUURIJ05wWKchq0PRmA4d6yQiJHAes8TN/DeUeC2+DK2xtL/cE7OK/AbskiCAmZQVG2i8Ci73sIRSJXqTKAC10KCQ9e6CjK3lDE0IoAfp11SFRrof2ZvSLDRgEKVQshIYWHExKZUjBGw3ugLKvo3WOswZ07ZyjLCkdHx8GBtoG1DtPpNIYmUvBJ/iZk2HV1dUUTrfcosyw6IM/n8zgm8PuWVkkviwLHJ0fQilywt/saDx4/gVQ5oArUvcN6V6NpDe7dfwlvvvmtOL97N2bMMSPBlgLPW72PtRfvZEU/nsDT4463dD4Zj8Pe+4PCoHyczvSo6xZCKJyfn+Lk5AR5XsSQDh0X6DryGSpLSgDgsA4Lx/nct13P+H6+XsjK2WfLu4wzkUZ3jvQ0z2tbPs7zND+3be9pgMI3nNJPzEakA2GKBtMOw51pHCPjF9AYGhwpnjtoS7iRU00KwGlebDUcJEU+NTYjgROnWZGICvF60xeHOzkDFD6ntQbsnUK0eE8CTDF4l8TVBIC19ehr0pHs9zW8d5SR0LSgisZkckZ08wTL4yMYIIYIOMYMIFKS6UqUwRswAJa+62B6AyUldEjLfPTwEb70xS/i6uoKs9kMb775Jl66dz+ee7ffgFXgnDLYB2+Q2WyGeruhOHyiAZJKwRqDPKdsi/l8jg984IPYbrdYrdZ48OAhvvSlL+Hi4gJf/epXIZXCpJqgqkpMg0kUe2CUVQWVZ+GpIbQzMSt5lgGCjLyWyyUmE0rDtsZDCRkr+VIfCGLCokSeZ7i8eIq/+Iu/wIOHD6CkgARVoG3bFniC6PMCIBpa1XUdbaRN14eS6qSb4OfehKwKHqTzPMdyeUShBK7F5CmtuVk15CViDM7v3iUQYB20oIwlSBKaZ3kBJwiwzGYLTGZzLI+OcO/ePZyd343tVZZFbBuaGF3scynbl/ZpBtI8OSmlKGMHAxBnINg0DSi9Xh4wKN5LrFYrPHjwANPpFMcnR5hOJpTBlxEIofdmeBcYCAEIfSuwPVKFTD4GvSRwlNLGMAYgQxYEwqQv4EnZC60LCCkCeyMoHAUO5XrkGQKDMtT10prghPQepFdSUMoDQsaxQmcZPKidhJQk2MehJXocJ5SDd4DwzzqlpguGdHwyBoCj6ydHT7Knz/KcQrB5icViiddeew1f/vKXsd6ssd2sw2TYxeckBIk5b25uYvr9ZkNZgZOqwnwxRx4yCOumRqYzOO/QPmmRFzlUMFFUigBiUeRYr1dompbKEniJxxdXcCJDZxy2uxZlNcFHPvKt+OAH/hqWy2UAT9Tv2Bl3FzQdt7EB6bzB+6QL1Nv2GS8ab9vvcDK+3eSt73tsNpuYNsxzjjEWy5CdxenSNHcNC2uet5bLJfI8j95MnFXFz4TBX/rseVxO55Yxw8NtwduY4eD3+TaAJoTAWISSgsIxQLmtbV60vacBSkrn8QNiwSbTacycAM8qtvlBMAOR0mYA0cA0sGQHHYri6WSnzcekjsUmPkT1EjAZJlwWCFIVShlBR1qcEBis7rlTpfbs0egpXHuWFdCaKHLyNaAiXpzuK6VHVlaQxoQMCip3v6sbGGtCbNvD1w12dYNd00BoWlFzDJTaQsfr4J80ZMYW7wBwcXGBh28/gPAei8UCV1dXePzoEYq8wPvf/3688f43cH73LnVi52J6HbMi3pNnBaXSMTBSYUIg51vu4krnVFguTJbk/VDh/nSOl195Dd/y4Tex2+3w9OlTPH78OPpj3KzWuL5ZxckRYtAHsWCZJ1FepVGYY4k33ngDr776KqUXh7AJreAUEGj4jEvCX17iq29/DV/72tegBDCbFMiCZ4oQIpq78SCT1t7oug7NfncAQpRScTVKkypTyBR6lOHZdb2Fc0CWlxBSY7tbwfkVinIa6hEVgFAw1gcNk0deVJgvjsgTpKzwyiuv4PTsDIvFkhhEJUMb0Y8QQw0cfte42CD1xy6yjlLq+M4xwN3tdvFdS71RjDEoJzSBdr2FwOC5c3JyEsXQ5D1jYj9khob7JD9HfvcBxD7cdYYK+IkhjAogPu8xyzowrwAtQnjREah9L1AUVbzOoiDhKAB4mPi8ONxijA9uwBaudYCgMcN5Gdp2uP6UkUrZABlAEV8/3wMDrFT8HycM5wnUCMr+EZKqRGeeHIdPz87Q9x2qyRRlNcVqdYO3v/ZVXFxchHe8x3a7i9WxN5sNmoaKVi4WJJI+Ws4xm05iX+77HnXboOloMZIVOZq2QdM2lOLfNfDWoGk7OAg4L9G0PbzI8fTyGjebHfKswLd+67fhY9/+cUynU/R9F8dkflZcpHEMTtJnmIaoX7TKT8fi9G+3gZmh/wxhpdR3iA3vmqaJ4XCu4XXn9BR5AFepoDXNvOT5rSzL6MzNW8rMpxmV6b/pwjz9LAU/aVuxDmwsuL2NTaL+PbTP+PwpGcCfpdf/9bb3NEABEBkTjl+nq/y0IdKU3LTR04JwKTPA220dHRiyd/gzHjBTipFrnqShED7POAsnfSEYjPC+fD5jTFzxj0MtqUOn94lfiqMicZ5jmZ5SLXtjoK2FmtEKpg+ZLl6IWOGXB0aeVFJleiri5fvgCffRo0e4urgEHFXm3e/30DrDq6++ig984AOhEJxD0/VYrdfo+z4aZdlQndULis/7MBtmRR7B3zBgB12PparNQgBZliPPMlhj4SFRlBWKqsJsscCrr70OpRX2u300qWJ62BiDru+RZToW4qIBY5g8aUUuUAYHTNMb9NYCHmQ9LhWUFigyAlPwVLRts9vj4uoay+kERaZRFCWUZsq3D2yBhwwrVO/IAbhtG3RtTTS9VoAUZF/eG6AP4TeZBa2BhDGUPuwFVQve7cmavLceUmdouh67usFssYDUOaSmzA6tS2QZ1Y5ZLJc4OzvDyekplsfHNEE6StGVYTbuewMhKEPHOQ+urUGGb7xoCFoS+AS4D+8A99t00uU2Tqlrek+5jzFoIO0Nr1atdeH9I/G6tSYUrGPdiUSWqfDO+iBwJc2Icy6m7GpJacB8r9576ocBjYkYrAnoTJCexzpLIE/SMxKeB2WQf1HwWOJETHiPvmvDPg7eO8bXsH1P35OC0julDMeWYSYgBoeyeEjQLZKJmt/PsVAyjl1ChGMCAGl56L2O0wwKZ1GUpE05Oj5Gkec4OzvDdrvFF77wBTx69Aje+5jVw89RShLB55kCPL1XqbkigzcusjmMq0DXdNht94CQ2KOH9cDdeyXWV9fQWYGPfOu34hOf+ATyIkPb1TH7LR0D07BKCkpS5jtltNPtNjY+FZeOV/1jEED/CggxLDwpVNnGTEg25dvv95BSEiM5nUc/Jw/AWQNrHJQk4z0phgrWRV5CKVq0peCCNWepzQO3yW2Md9pW/NnB/BZ8T1LG5UUsEt36YUgobcNxeOh5IO+27T0PULizpasF4Fka73m00vhv6YvNK2dCtAw8hmyV4VyDCywbV/GqmM/BHZgne0Ko/uAlSO+HNS88iTKTkiJZWmVlAWSxRoSEhbQKR7xehPL11lk0+xraGHh42N5AKImsoFRNCCB3z6akMapPQ0583WmYjM2wjo+PQwE/npQI+Dx9+hRd30FpjXpHwt0yL3D37AxlqO9Az4yuwRoLL2xsXx5IhRDwoAwrhAEdCGyYtfBOIM+HvmCMhdI6UKmzZyZHfp48uDEYI2Ha8Jpwf7DWIgvPw1o7DJaCMrucp1DB0fExTk/v4M8/9+d4vN/BOxPYBAIRLBIlu/eOaGvHJn8WWlN6MF9P19EzUFJD6QxO2eCJ4EjnAQIT0RW2beCcR5aV4flYWEuZMWU5xWJxjOl0geOjEyyWC0ymk+ha6YVE0zYwtkeu8oPwKQtLuX2ZIWAQMPTrwwJjzGCMJ4tUSyUEIGzQUYDFwAoCrGkZGDMEw66+5+8OzzPP0/on1AeoLxLgMbfE7n14X9JVJVkNBPPEBGgRaAlplCCgkowsBGa8gzM2mJWRrX3bU/o9dWQCQ1IR0GibPcArT0t+PwAvuIJeCAiTiAzhZwsZwNVAo6cAhUPN1F5KJVoywivhXoMzs3OBpaS2eu21DMZQOGG73eLRo8fIMo3ZjOpmbbfb6Mi72+2hpECRa+z3xLTM53PkRYE+gJI2OByz+3LXdTBdD+cEdvs9smqC5dEpmt5gNlviOz75HfjYRz+K2XQG5wwkFEwAr88b828Lc6QhhvHkzO/0bRNyCvjSvvLsfi4K8LkwIodqueI0zwlcrqEsymFsiWNcGN+DPowWgxo0f3h4uKhBfCchk5QxGjNE43YYzj6AifQ+x+1H+4sIktOfrwds3sn2ngYo6aDHDz9F6mkjcTw6ZQHGgp0UKXMM2lofwQkLYnnyp1UkZ+DwyyHBRQxpQuD4oIaUXIRPx0nTe3twTezRkgoI+XomkwmMcZByCK9kmQ+iqp5WU8kky/fNLzOEgDUGWV7CsJq8bZEH9oVLvzPAHetf+HgHOpekE3L7a63hDBWt45RlLiuwWq0gpMB0RhkBs+mMKvs6YgyyIgeEoHRfLwFp4QXQdwPNTW3l4L15hi58HuM1UPSD222K7Pn5puZ7/LPb7WJKH+8rhDiwOBcMTELRQSERBhGHV155Bed37+Ktv/xLXF6v0LQmAjZAUMqwoFpDvekhMNTzKUsSCtOE6tG0Hdq2w3Q6h/QCTdvD2TZkoVjUbYu279H3XdSoUOiS+pNUVMRvMl3g7Pwc5+f3cXx0itlsgaLguibAJtiaeyDEvUMF6Q6AJxFuusJKWRH+l/vyOCyZUtipZmVYHODguLzCt66HFDr0Rwdruf8NQJ4XAGnJd+6b/Dc+v0v6BvULCq3RuwcMegICzEplgYA47GNaqwCKzDNMhnAGnllBL8h52DmEYBldMxDCLiK4CksIBzjfwzvKGKvrPYQUQyq1krChYrHzpGfT4bsDQAllPwTH5AZ9HUDgxnsHqrDgQ5iJNq0zEDCSqAKzWZVTvP7aG9htaypNENiAvrPoOy5kaSFyiawoUBF6Q1FVEFLCemJvXWAvdZ6j7XusVyuiorxCXkyhdQWdlZjOFviOT30KH//4X8fJ8RHq/RZFpgMwY1H07Z5Q4zE9ZXnHrErKuKRb+m6ngDodAw7BEfVFDn1x/SuqLyViGnRaLdqN3gHgMNs0ZfZdWLR4uANwwmxUykyk72Y6xo0Bxm1MEIerUm1muiB90XYbSHknIOp523saoKQrW36I3Nl4Swe/2yYz3idlK9LOAgxGM/xyp3Q1d4zxQ0nPzQN1KtzjQYQHUt43fYHGwiQaOE28Dt5vHHrhdpFSout7KD840VqboZxU8J7SJo2xwZiMwkpd08I7E8NVfK/sdMjnSX/4/vh3KSW6kBlUFgVms1nMKODr3e/3aGtaRXqdwRiL6TRDbwwgBQwzJc7CwYNdeMfPNa1lQowSF3xz8Xq5ffh3vt5xew8Tjo4ghgWsDE4HbQ/FaclKfVjNGdNHc6p9vQ31Ty6RZTmKakKq/csrstrnAZBLJPiQoQEgL3JyyzU+VCcmHxkhO3iQ3brzAk1DgmQyMXPYtx2atkXX90FgKSFkhvniCHfu3KGMprt3cX52FtKEl1CC+mDbErDxAnRurVGUFBtvgobAGIMyqw4y3Pid4IXCuE8yo5H2F67/woxb+q6x4R1P4KnPTllUQEjPl5LCA84GoXYxLESov0kqb8EDq3ewxsE7Aw8XjRK99yCYAHjhIZSIYTfrLXnmWAHN98MMEec2e1BYDlT2ACIANWehnIMAiam1UuT8Kj20pH2ip5H30YCNOBNi0eAsnFKAt4Aj4A6A2BhlQohpGB/SSUUpBaGDJYJkTxoFARXaV0eQAgDOU6VH0uEhvAcKXhnAk/butddeg5QSX/va1/Dw4UNst9vobcPMGo0dNIbM5/M4VmVZFp83h+P7vsd+XwMWyLISk+kMMiswXxzhW958E29+5FuRlyXarqPyCpLCIB4cSjtkMp43gaZjUwo6+G9D3zvUJaXje7ql4wbvC1AZie12i+12C+99KHFA412e55iGmlTEqKiwqDm0oU8z5FLgQYtNqkA9ZkHGC7H0ftJ9xvulc1jcz/ln7u02RiTOcyAAfFsb3fbZu9ne0wAFwAGCTCtbph0rnVhT4DHWT6QABcABeOCJiXP7x1k8rFNIgUWajncb4KFBdvi799xBZaCjGT1zSnMGomgPgRKv+vg+WFcjhEAhJcXFQdSqR49cZzHDoOt6WGdDzF5iNp/D9l0wzwplAtzgFsuUMa1gqaotp1PyxJOF2iAIE5VNUsBpMs3QBaOiqizhLXnHVNNJKJgHWGPRmx629ZTNo0LdJVDapVLk9tmuW0glYj2SurawxgGC0vFY6Mq0Kz+HsYDSGBMs3gVVfubrC+XEeVWepl53XYemaTFmweKq35M53mq1waSa4aWXX8Fms8J6tQF5dwl0XY/edLDWQWfkqdE0LVUUNhZSWJRFgcViiTzLYZxHby26fQ0le7Qt1fkpnIOzDm3Xo+2ov0+m5E57cnKM8/O7eO31V/HyS69gvpihKqnInHcCChJCKGSZQlEW8GEaNM4izzIIKdH3VGhPSwXnLLqgIwBEYAd11IIBlJ00sIvDSjQFKEIws0HanizLIML7MAiGLZwzpPNxQOPbcK08aDuYntpPSgkldQQ11OfomTCA41WsyiSUUCE92YFDUeQ67cPzoUANebJIGNuDs/mUl5AY9GEMbLmeku1s8DgJmhFS5BKQsZQRA++IKRyNP/QeI4p+Bw2BhzUUQmOTOpFReJeyjQ7T5JmJTSchpXJImUVtgxB0f3AWVUEp8t5TDZ+uC07Q1iDTEkoKLBczuJfuYXVzhceCdDCZVhDCY7/fQwDI8nkY/6icRgyJZhmqEMY1hrQodd2i7y1gBfJcoTcWd04W+LZv+yi+7WMfxWw2Q5FnsKbHft+gzFQIZVE6bDrh8gQ8TjpIF4rp4o7/NgYo6ffSxcs45OHho2u3ELTAW6+3Ud/GppTrNRVnPDo6wtHR0cF7IVR2MJ9JmbKGhyEoYwx608cwHN83b3HeEyFul8w18T79IVuSgpN4rBGGGC+ex+BMgPo1AxX+bHx94/O9k+09DVDSVQM32G2K9/FD4MmdP+cBlGn1VEGdimF541j3mBYTgeIDaEVlPWcsSPQc6tES1rggbJJUV4eWXHESdM4h1wBNxkNmkNQ5So0YAmjbFiqsxHSIUaoQrxwqrvI5AK0EeqOghCBnyUxDSwIuVnhye9UZfBA7IuS3S+8xzYrkZQ557/xiiyDGTZD2mPLnZzGdKUitUNqB3Ygg0Bg4UHqxdY4mCetAxeV9AEQmrtSU0jH1WusshDk6eA8olUcn2rapI3vjPaUkZiFeX9c1ABKzCkmgZ1fvo+h6u9+hbhvIvULWk3gYUqBpW+y2WxSaCvdFUafzmFVUxbXQGRbTOV6+/zKur27QdA02uw026y2M6bDf19jvazhHKeB0DINJ5dEbEu46CKw2O2z2DcqigLVBpAoPQbMvHKimh5JkcJaHcNRiNsXp6XFwfD3HfDaB7Vt0tYDpahR5jqqawoCcSI0hYanWamD6yhJ5lsFbha7v4IWEdeSN4RBWonDQWqDp6sBUkMW8lDKEDCW8M+jaDm29h84zlGUOKQUVuAOtGI2lTDSpFESbwRoPCAXnaLIuigK96aGVQtdbIJRwEEqg7WkVH7PwhEdnWvg+6MEchc6EYq2Ah1IaucqHECYkslArSHjKMPMB+OhMU+ZIsvAxXR9XjnmeE3gzFkJK5ErDUUkvqEyjNx3avotZHW3bkT4rgAitg7ZEkJDdsyBWgjJbOLSrNbSiMgrO+si8EKjoIT0BLwbktrPEhgUtQ+t7OKGR5xngLbQCtBSwtoMMRej29R7XN9fY7vdomw65lNCSTcZ63Kxu0NV7ZEpgNimhaWrCWgm0TYtZVSHLaBztmzaUHQhjb1mg7y28AdpewrYC1ijoPIMuS7z22mv46Mc+hg+/+REslwsoAfR1DQ8gUxngJYyhTKRB2DuAxBSopPb36UKRf2cgyyFIBg7ss7M8WsCDFmk8TrEecbytVitcX63gPWK6MId58jzH+fl5THBIM0+9t5Ahi44GTAK23iYsvKd3vovC6pD4AAxibu9jeQQpBEX1HGn4eCyO9dCcH0TSEOHcgcETgtLv/cCKSCRAx9HiDymbLWWcC9J5kqxMA+j2JPwHAHdL+z1ve88DlHTVweEN1k5wSlYbiocBwyTFQIU/E4I0AYNHQ0UVgJNz8cZAgs8d2RShDq6FwdOYtmMwJGSoUcydLjkWgHj9xBCFuiP7Ona4NKfeWgclVaxzwWm/zlv4IH4lytjBSxkyEqjTTgLDQJO9AxLQkHq0cGgkje1778nwyxkIJ8FGUYS5PJRmoy0DIQkY9aYHwDQ5VeW01sI690wbDOmrGbwcat3QMxneE1oF+ySbiSY15xx8ojnh63769GmkmPM8R1FVUFrTTzKY8bWw9Tz3G2stylBfKA1BpHRwnhfIshxSKhR5iaZtcebvQgjE1GryMthHkShZrffB2MzAui5mAfDkdigoHTQWxDyouLLklGqlFNbrFekJqgrT6QQ6I2apKqeAylAW1YHuxnsf69NwaIuZJC9SupgcRekZ0E8XdDJFkQ/vodTQmYdxZKrGQmlmCiB7YgFAg2/uqS8JCGiVQysyEeTBk0O2/N7y+8LPeUxLp7+Tnog0FsYMbcnHY9PH4f1mdjNlIgYty9gkMY5NzGYAsB4BZlNG1UQHR1ofTNmEiJMhNSYO/hUyZIYJCUgJBQWpPCX1IH0nJIbkYxY9UijMGgvrASs8rO0hhYOBgxAOStKkuNls8PjxY/zfb30Fm90O0+kM06JAmVN6bNOQp85qfUNjkiQwOKkqFAXZPEwmM7pXX6NtuwCuhoVcU7dYr2vUeyryWBQVTs9O8Pr73ocPfehD+OZv/mYcLRewfQeVZdGN2gsBn4xN6WTI7Z8ySMzUpawmjyfMiHOdsXRcYwPH8TnSuSBNCmiaJviR9MhzEr3udjsopXD//n3MgucSs1ncT8b6x5Rh4Hc87VPPsCGjzTsHmxwvbZv0s9hXRoxRyowMrP6hbCGeK/kOGLQAz1zXbULe2679edt7GqAURXnAeLAPCtPMPMGnsVnurIxgecJhzcV+v48PlOn9MYPCgxx3+DgpeRE7Ph8z3Z6NyYmoDRlvaUdMs4Y4XJFSjTwwp2m/9D2T7IuDwZU7XHqd9LIaCDUUoEpf3tteKACQYQWeDtKE8ntoSQN915PexoYwmZRcnnwAIvx/Bgb8f+coXY/bLr1P3m+YoIlJie6ZSTvxAMbfS9m3rushrQUC6EvBJz9nPifFzfc4mi3Q1DXYy4YnNi5Nz+El9nbJ8hxCcdFJhdlsHidYvramaWIVaecc6mYHYmxlLHLIk+J+v4/3xroX4alEAw3MNADf3NygrmsoRYNvVZUxLJbn5B47m84PfG74njmLiftfURRQ2dBfeDWptcakmkIpjf2+RpZxVlsQD2YaQlGlWxKTAhAOSlNxONsH8AMKb67XKyiZRV8SYww2m81B/+YFRqolSAdSXrAwuOY2pcGfU6F17BO8zxCClQf9sCiy+DuPHWO7Ad6X3zVetSqv47/K6oPJ8iDcABOYFMSQpgdI5xICQs6LAJYUebyJAYjQCjiUppAOTtoYhnAhfd0Jj66nd1DBQgmHMs+w2e/x53/+5/jCF76Atx8+hHUOZ2fn+MY33kAZhPibzQbrYA3A7yIzz845dKFgqHWUEcQgyXt6x+u6CeE6Yi+qMsfxyQk+/Oab+JZv+Ra8/vrryLIMdV0fLOjSMTL9fwpG0veb3+G0r6RzQLrw4rGAx9DpdPpM30o3Hhu6rjvQ4ExnU2iVRzA/nU6xXC4xnU4j8E0nfA5HpeMp9wVePHFfSkPS4/4+Bi3jcMwYEKT78Xucvi+APGj3FCCNjyfCKtGnvyfb+N3gd+adbu9pgJIiPW4YBg4piGAKjwVa6UCWTtbkj1CG/YhS5jQ4YAA8KQA50IKEvuzcYXXi8UsU4/EA2LSNJ9109c4PtSiKkTjzWQTNAwS/CPT/kFEkaaCTkiYLTkvmomIDU0AvjM6Lg0Gaj5tmSAGDoAvOwnsNTrPjQVtrMq/iEuNsVEXHpZQ5Y5hxUlF3kDIj9FLKIKqkFEn6jL7rvYiGetQngK7rAZgIUFKQkq5MeOu6DsY6TGbT2E/SwS1dnXF7NE2DtQOauob3HmVZRkYjpZS53wCA1Bpdb4I3hIoGgGU5iRlQRVEjy4pwTosjLOPzrusaeUYAtW1bzGYtWaRLiXqxp0kXHm3ThgrOxMgAPKgGFqYl3QwAaFUDKhsKHIZ3I8tyGNsdmBdmWYaqpMwDTm9nplDJDMaQSNh7ARrkEAGMsw5ShfR6T/3BOI96V1OWmaT3zzuPru1xtDhC3/VYr9cHJoF930dgmaZa8vvFAz4/L2ZFx1ozwMcwKD+z8So8ZaloHxWZKZ70UiaHn3ek8LUGuUUfOiDzyp7fqyGzBvA+D4CU2ogEkf6AHUrZEutIF0N9U0MpEbQxHk54eMEAxcHCAs4C0sMYwIO0P/BUA+oL/+t/4c8/9+f4whe/gKeXl8GbqMBut4ezVPjy+vqKRK0IonMhUU2mkEqjbnbYbLb03ulQ3ykro1u1MYYyeaxDZwzyqsRr73sfPvzhN/Edn/oEqqo6AIw8zqTPKGUq01TwGGZPngO3Lc8F6biZPhNmolOtlLUWSgwMQwpq+Dvr9To6185mM1TlBNvtHtvtNhoKjhd26YKQr2E8n/HCMO0fKWs9/pfHyXS8So+XAh/+XtoOY3DDn48X5ikgOrhmIIaH0msbX8v43O9k+38FQOEHmE7waacawhc2fi/tNMaYuFIcOr48WMlyB0gHQB6cAMQJPgUu4wc2/p1jcnzOVKSVvoh8XSk1yJ+P2SG+3ph+Hb0R+G5FBC6HcdUBRXsxgJMxYErbkDublEwqKwhJcXVud+rAElJxV6M4P+lrDushpYxTyhIxM5L+zuJKAAfXyEZJLHFMvWi4ryil4iSTvjA84Zlw7XlOBQ5560KoUGcZJmWJrmnhgs173dSkOwrPpiio8GBd12GFRe3QGapJUxYT6Cyjmi6OarqQMBmQgszzrDGQCkGzQIXCFoslqqpEXTcQggBAXdfQOqzuvUNZUIoxpTzzJE6VeoUQUFrBexv6r4QLYRnOKvIeyLIOXdtQH1EKUkjkeRZqt1A12rIsoTONsiiR6QImaEK0UpSxEkILznm0totOwFIpQEhYB3QmCIyFAEQwOlOeNCwQB/2T38ODsGoywPMEkoajUoA9prhJOGsjUGEgNF4h8nuQAiIKH9LEz6UrHFfIDl5EzgVdVaiVpKQCWe2H1GgJSEH6Fq00IOg5CCFB1vkiAEkPITSU8gAYpFCGlvcapFJhYfqwmvWeNAYUZgWktBDWQEkHKXI400Mrj/1mi4cPv4b/8X/9Dzx+8pgqDNc18rwAILBerbANTqjMDDJY5PZnJ2vvKayrMx00Yj3atkNdU8g50xn2bYc8L/H66+/Dxz/+CXzkzY9gMpvE5AMOt6WTcro4SJ8xP5uxBcC4j6RjVTqeKaWii2u64BzG7EPGg0Hrer3GarU66Eccss2yDKenp5jNZhHgjq+DryEFt+nnfA3jsOvzgMO4v46BB/8tHQvT2nR8j9TGt6chj8FHen42O+RrTp/DePt/DKB89rOfxa/+6q/iL/7iL1BVFb7zO78Tv/ALv4APfvCDcZ/v+Z7vwe/93u8dfO8f/+N/jH/zb/5N/P2tt97Cpz/9afzO7/wOZrMZfuiHfgif/exnnwmJfL0tDdWkmS28aoqZI0nmRfoAgSGckCJy6tgEOPg8/HKk6ZFCiEhBW0uZDeyXMQZKKcszpsH4moDBMTYFOSmtrMWAyNOYOdvSpyu8dJXAnZqBAA8wPJCzp4dNQi5SyqEybhKGGOpFhLBM2nnBdVVBk6wnYZUMbeQB6CxHMJaP4YMUXALD6oLbhSbvZ4v48fWkqaupboD35/vn550OOs6Rm6ith5WhtRZ9lsEGp0wWL3tPXg7UH6ggoHUGu30TBzyAVlRSSmy2a3Rdh+l0FgZ8ibKoQH42HlrnQfVPi1sBCa3JFK1FC4D8N8pSRrM1Sv900fLbOSr6JqWE7Ts0TR00SANAcc5SCrEngTGntwoIODdUuoUM2WjWwbgeTg6r2L5V6NsOkDtU1ST2/TzP0dQtAIGyKJHnBbRu42BXTkpILeEMDciFlHAOcJ7CDnkRWDFFZd7Zir3Ih8rBzEIxw8X9syzLg35BQk5ijcqyPGAWx0wYcLiyTEE4v388UUpJFYUppDEwjAyKyZMFUIqPO/goWeuI7VMCUgEQEjpURQ4jWSjXEByJPSAD0HCeRLPGMutKOhTqu8TADmMhQp8fwk4KlNDBiwgP0oNkWYm+dYA12KxX+Pyf/wWePn2C66srmL7H3bv3cPfefUwmU3pOASDyYomt2oUQUU/F759UMrAmTZy0qd9maDuDPCvwxhvvxyc/+Sm8//3vRzUpY3tzX0vH6nFIIwUvY9CZjusMatNaYbeBFx77eCEUwUTQfqYgzBiD1WqFi4sLdF2HxWKBPM+DG7XDfD6PtXXSST5ledJxnxdy4zlhDDLGrEgKorjPpqB8DEa47cZtlbbjAH6eXVSnIGq8jc+RznX/u9u7QgS/93u/h8985jP4+Mc/DmMMfvInfxLf+73fi8997nOYTqdxv3/4D/8hfuZnfib+zl4SAE183//934979+7hD//wD/Hw4UP84A/+ILIsw8///M+/u4sPKwO2hWdHThY5AYgDOjdeqlcBcDBgMRJOTaTGK/l04ubPGBAAw8uVhn7SuDavzKWUgBPxPOn+3CGUUlHsmoXVtkrSA3lS5kGYJ2ohBBaLRWwn7z2kUMiz4D3Qhevh2LSlNEgRjJ0cELxRhhczfSGA4aUdmCUFsqEnLwWaGF1geTStJhkQSco2ognUoiyJkm5CAUNgqGdBqxYGZEN78z55EO9JqUOoh9MJD71Ruq7Dfr8/+IwBZ9QZwJGTqCPxYttZ9H0L58mMSwiJ1KGzygtYCzRNDWPomijlVmK9vgnXagA4tO2eno2i7BUBUMZRPJ8J+keJssghIGBsB+dE9JLg583tTv2PKtFSvwFUWaKqKuz3u3BdOgw8FsbkEaxIJ+IKG5DR+4Am2bDii4MW/xi6zxBeadsmvmukGchJXN7RRKV0hvOzc/StgGuHWLr3HkXhyXLdeWhFglUXjNekkJhMKpiopUn8dQJQTk3g0owM1v0w2OUV7RB2HBYtLJ5nEM7vDr+//PkwDqjAClAmh44hnMFBVCkdTfGMMXDWgvVQlDLdHoQwyIdkeI/ofDayiym4vm2BM1Rp5u+Se3NcIBmaOJUOwngBWG8gHL+DwG63xcOHD7BZrVDv95hOpnj/G+/H6Z072DctVJbDGgMLBFsCN2RzwKPpevTWAQxwrUPdNOi7LixDqO6PlBnKqsT7Xn8fPvGJ78AHP/jBqCHkyTqdNFNAkk6O6Wf8e9pGDEDG+jQeC9NjjUFM0zTx/GwuyaCFM3Nubm7o/a+quBCp6xqLxQzHx8eYz+cRKPN9pDXehmd3GGpJx9a0H44jALw/33PKfqQLR54nGLikbcrnuk0PwqH/25ibFNilc5qSQ4iU723MtKRz6Tvd3hVA+Y3f+I2D33/5l38Z5+fn+JM/+RN893d/d/x8Mpng3r17tx7jN3/zN/G5z30Ov/3bv427d+/i277t2/CzP/uz+PEf/3H81E/9VBwU0o1ROG/r9RoAqf/zfGiIccw4bYg082ZMa6U/PDDRqsjF76QTG6+U05eK7rsKk5g/EESlbAj/DoBss3EYJ+QXr2maWBMmdkQcUs68sVYmLePNHYizP4bVItVQoUFdPtPBAaA1wyTIbZf+zoPIsLqkVZPpe3QdiTMhBLQmYWieEXBo2hZt01K9ib6L1uBcTC7L2MFwENYJQdkw/JLBA1lm4jNwjvw/oJIii4Io5jR0BSAKjNOX5sAoT5Btvg6TThQV9j2lvIJX2dQWpiMztHQCNebZUB2BSQshDaTqo+4oHUx4oid9iwmrYVqVA3ROCidwH83ixFhVJcjpVMOaDvvdLgBFD+/z0A49uo6dhU0EKN4D3noIPTzP8cQ4XjkFpQWs62FMAKW+DsxiA9Mb6CyDFApFHsKTcMh0AOZSIstzFHmBopyg2VMNFinYzr+BhoAxg/bLWovtdnsw0LMWiPsm9/dx2CftwynTkoZz0kweBnzpQiXe+2hiSMF7yrLG1bp18L4lABicYDnrxoPCQNY5qOQayeXWxbRxBLbzsP1pU8GCn4uSeu9in7SWXGyl9LBOwluH3naQmYCAgxQe3hnU9Q43N9dYr1Y4OTnFy6+8gvOzc3pO2kZBNo/B9DwRmep9YB6FEGQPIASEFOgCaM8zqvU0nczwTR/4JnzsYx/Da6+9RlXCMQAM/n/KEIx1KGPGi/+W/stjXvr80nEg7S9pX0nZMwBQWkb7ANacrFZUYPTo6ChqtjiRYDKZYDKZxHmBzzNmLm5jTPjv/HnaX8dMSnqc9N/0HPxveo9j7eBtbEh6nPQ5jIHHmBVyCYDh/XiBwKHTNBT/Trf/LQ0Kx+BOTk4OPv/3//7f49/9u3+He/fu4W//7b+Nf/7P/3lkUf7oj/4Ib775Ju7evRv3/77v+z58+tOfxp/92Z/hox/96DPn+exnP4uf/umffubzVDfBCDNFd/zDbEPa2GnY5zZhKqnkB3tzHnDS8E462Q2r8qEzMdhJH1q6hQXIQUcbi2XTcEqWZVCJAU7sHGHFlFJ8THMT3T54PVC4n1d6h6GfOPCLAdCNY7Zptk2kUz3gjIN1CBS0gk4mvD6mcjpIpWllLiSEHbKfvCNgkQoGGWxqrZHpBIAk8WdBLhGQycttpQ01TAZtSbqy5hABH4+urYf05KDK7UoDHSB1lrTBsF497C/D9xi0jle9lIHRhBX1MMmSPiSHcwQqTNBlEGCxMIb1HCwCTE3mHCgMRAXx4FVkn6SsIARXg6bwAw3c/eBg6nwUd/PzujW7xA8MiwdCITMPOAPnKSvHWRF8eTyUBIzrsduu4js5mU4ovCcUpACcVOiaPVWu1hpKDEybxPAO8SSw2WwwnU4PzMd4IkoH4vR6mXHhTIrhHRky8MYDK/cZfi/4mOSzYw6uizO6vCfX0LGZn/PDWKOlhhegz2zyDglSKPWW7qPt6ZqLoiBreziwv9Iz44gDTGBJENrM9C2cI4G07bvYP5y1BBqkhxQOeaaRCeLQZpMp2vkcL92/j7M7ZxH8eY/oXjv0KxnfIQYDPCZ0XQdIAS88jk5OKMRlPOaLI7zvfW/gr3/iO/Dyyy9DKoXOGmit0DsDLVXQ3BxmYqXhgjELwn8bsyu3M02Hi8nbhLbpQsM5h94M4f/dboebm5uQBVehKIpgzEYi7rOzM8zns4NQcHr8523ja0xZlNtYkhi6U4djSHqstA35OsZMzXihNrqqg9/GLMgz+kopQ/HKQ78x1nfdFkZ6p9tfGaA45/CjP/qj+K7v+i58+MMfjp//3b/7d/H666/jpZdewv/8n/8TP/7jP47Pf/7z+NVf/VUAwKNHjw7ACYD4+6NHj24910/8xE/gx37sx+Lv6/Wayt2LIeySrmLG4ISvlx8scBjPTIWuDArooQ4xQj5eOpilDAO9tMPKic/N30k7bZzYxHAdaSdMBwHeeHDIgkYg7YDW2pgSzbqMIftIBM+HAXRweIrbLZ1kacdn6Tju5OkLGDtuwu7wsbldeQDz3scQnJICsIPFM+sKgCF9k+n7AVgNgkfe+JjptcS/iwF8puANwDOMFnmLmDCg8HMWIObCReBJrAQbN3H/SAeHoW5T+hlfK4IwktkN2ofobw+Hpq0BT+EUqSScM7BuuPdw1+h7qtnC98uuopnJgACQSZdVgCctuj/uxwLWhQyzUMxFIBkgnQBCJgmt9Ol3AlkIVvDM7tB3OXXU2Bamd2ARrtxRxtakmsC7HrYP4tG2Qdc0pJ1RGbK8QBv0GlpncWBjsDSmqceapVRfwite7t9lSd4UzDIO3x3CrWl5iP1+HzUWTP0zC2lNmK49haS6rocnHyoKnQZjuVSPJhAGaChY4wMQJW8grTVpIBx57VB1YNZI8TMIixnwOJFUPw+W/y6EiyEcPBycM3C+h7U9uq5B3eyx22ywq3fEZmUKZZZhUhSwxuCVV17G8XKB2XxJ4KRtqWglC7udh5AKfW/Rdnvs9xSyzHQGnZGOyvSGmDAp0HQNjHHoOouqnOD111/HJz7+HXjlldfQdyTiznMNawOba25nQ9KJMAUmaXghfe9T/V/KSnO/4H14YZKOx+lCzTkXWdibmxtcXFxAKYWjoyMIQVl0myAcPj8/x9nZGYqQip3OGXzd6f2k4+rz/uX7GTN/aT/lY6dzDm9jAJLunx7/to0zyNL90/+PGSAeO8bhGyFENK1LIxHvZvsrA5TPfOYz+NM//VP8wR/8wcHn/+gf/aP4/zfffBP379/H3/ybfxNf+tKX8A3f8A1/pXMVRYGiKJ75PEWGaQPdhrh5/zSuxysgHvzSjkX7qETgpSMTw2CFO08EOV4809Fv65wR+QOAt/F46cobQNTTjP/Gx0/TniOjEM41DpXxSzcGaONrDEq6CHzGx0gBVLweyIO2SwcQ78llk2vmAMQ+6IReZ2vo8SohHSz4mTErxZPUAeDDwI4JSXoQAFGIy9Q7gyhgKHDIq0ylDs+p9cC8Wavi4JY+s3SVJ2X/zIomxselACRixWFqLxHPay1VQTbWwnYWvc5CvzRxomJAkudDDSLuG10nqWSL5cEnpJuOaGHKognvhnDgkjLcvpnW8D4/CFMOMX7ASUdOxKG7IPYjuhcKzUh4b2FtB9s7NM7Cdg2EzoCQhiw1FZVUKoOfUNq4tQ7zOemtOBuMaeLZbBafJW+pKWMaNrPWHoR/nHORro+eHZ05WOFxeIbf9RQgee8hYMjFVwj0Wsd24fep7w2UGooZGtNCa5u8X4NWjVxxSX+itIaz5CGSZSEMHfyRmrZB3/VUUFImujFP4UgHMlckxtdDSkBkClZpSOWRa4mm3eHi4jG+9tWv4ma9QpZrKCGghMCkzJFrDakEyrIgcWtHtW6UyrFvajQd1WdiJmu73aKuazjn4sKoC3ohKUnwe3l5BWMc7t19Gd/8zR/Ct3zoTdy5c46+swBkCNv26Lo2sMzmGTaZt/FEOw7LpGPmkGX1bGiIry8di9IxLf2dmcaHjx7iyZMnEELgjTfegNYa19fXMdx4dnaG09NTaK2DXpCuixdOYxHsbWzKbZ95/ywjkY69PK6kIal07B2zFWOWKN3v2e32+TNlhdK2hxCh7tfhvUhJxpDp2Jx+/51sfyWA8sM//MP49V//dfz+7/8+XnnllRfu+x3f8R0AgC9+8Yv4hm/4Bty7dw9//Md/fLDP48ePAeC5upUXbWNKbdwx086chkMYbPADHqe4AsMDAQZKMGVm0peDJkwZVtrDoMbHSTvE0FkB4Q9FtdwxU5aDf2ewxJ+lD55rBKVMRFmWcUXKLyjfC0/wY9AzfuHTtkzbMGWVotvlaFDn/cdgQwSEnq5cGGylEwy3OYcH0+fGkymfg88fX8qw+uQVM1OzqaB5KAdA1aaFd1GoSmJeCZsAkhQM8ANMAS4/rzGwi0wVAEhAFEPGBR2LvUeI8ajrBkqJJJ5NdY+ob/jw3XSAoX2ccxFc0mRiIQKTRJkKQxzeeSqoCO+hhQzW2QF4CRmtsH3QSDhrQ/VfD4serIsZ+ocE146SAsh0hr430ErCOEv1hkyPLC+Q5yWE8PDWoW1qOLsDmaQqYoBcR2ArPKO+6yAV1QBivxlmPVjbEd1GEdgVOQhn+65DlueA91BJOmrbUq0Z6xyK8L7VTRMtyb33BBy6LjByGazhQTa4Nyd9kP2WeFwRUgIhtTtlcLMsg+so62VXG2z2uwC2gX1L6eNCCNRtg6apAxgYyjtkGQlxtVKQkBCeQbiB9zakQTlY06Ft9ri8eIKnTx+jrncQwmO325Ilv3doihx5rgHr0bYNpKQMMUiFPPdU4bzvQoXswdofgkpk1E2Del/DhP5p+h5eeDRtjeXyGN/0Td+ID3/4TZydn8dwG/VrDygdAG0f7c/HE3ka4ubnlgJzbvtxiI7HqHFm6KBNEXFxMmYj2BDx8ZNH2O12mM/nmM/JVHG1WuHx48domgbf+I3fiPPz88QCges6DZpIHtvS608Xh+NF9pgVSse2VEfJ9/c8ViIdy1NAM5ZA3LaN5zXe0sU7tyUvtJlBv+1YKUhMF3PvZHtXAMV7jx/5kR/Br/3ar+F3f/d38cYbb3zd7/yP//E/AAD3798HAHzqU5/Cz/3cz+HJkyc4Pz8HAPzWb/0WFosFPvShD72by4mNN86B5y19MN7TAMNpgKwk0DqLA5IQPTgLBRjoQWAQGKWaknSCNcZEKjd9eVgclL4EQ9jHky2183Cw9H9BtQq8JH+K3vRorYv1NESYlMYisPFDTwEUIwj2PuH7IaqYfghc8USrwAXUfFiBSxBIMj0NvkQGkHYk2uiHTq+VojoRkkrFWzvUjVBZBikEuYdy/Z6QOunF/6e9Pw+WLLnqw/FP5r1V9V6/1+ss3T2aGe0SjKQRsgSijb/YEQhkIWNsCweBMQw2AYEsbLYgQLbM5gAREGGDHfbgFYifkRWGQIDZhNhkAwKBLFkCbAFCSANMT8/09PqWqro38/fHyZP5yVNZPdM4rJlGldKb97rqLpknT57zOUuelPLgfdfL+R6x9HmRd/hIUTcZV8kp0IUrinqE86tb4tTrpICBD1h0DkCUnTBSRE1qWEAtasi22DGdXhyltCdGz4c+Cs3kPBc+RbsA4FEBciqQJV6TlBAJYb3ZZAsRMZ2vBAFCiwWWyxFabl2Uo4bvJFwwjsUbonSo10QRwOopWizn8A5yiJ26lb2cZKxgLEQ5k2aMEl6Q/BWp76G1fBy6BAo9pjMBOfCyc2Sa5tXHCN9LqXzZoRThewEYy+VeLr19sD8CvscYYznxeXAYlwcYl1srAl2AouTBbKXq0v2kl9DLOGAZ5EDBftLBuxkO92UXjtwjoGVYOoQwYlguMS57xK7DYn6IMI6YLxbofIetIztyVEMYsRyF/4YUrnHOIS4W2D88xGK+wDDKFvTpbFptg1eeO0gF/jj8qYnPsnU4YrFcYn/vEI9fuozLly4hJNkx6XtsbW1j+8g2draPYtL1qSicx2TiMZ14jOMC+9ev4PKli7h25QrcGLC7vYVh6HF5WGApKbrYP9jDwYHLW2WdGzAOEdE5LIc5lkPAtb0D7M+XmB8eIqT1Pj+UbcSH80Mc7EudHwGyAb4DtrcmOHn8OPq+w9XLj2PSdThyZBcnjp9AGKdAlKrEk+kE+/v7WI4H0HAky3I2iFjpqwxVQBhjrAxNVaQl1N5je/toAn/irSs7oOTsq67rMIYRV65exrVr18RDcvsdOHnyFMYgSdr7e/sIIeLkyVM4eeIktrakvIPKfu9LaFe9nnroqn6uBgm0NrACjTRuOS3bIbmtACe1bBR4gzwjNo3BekzYaGPDyRrvSnP9rWFE9r6KLksh4rGcgu2cQ9+J0cXeFwH4yUPpJXvSu3Q8wpNsNwVQ3vCGN+Atb3kLfvzHfxxHjx7NOSPHjx/H9vY2PvShD+Etb3kLPvuzPxu33XYb3v/+9+NrvuZr8Omf/um4//77AQCf9Vmfhfvuuw9f9EVfhO/6ru/C+fPn8aY3vQlveMMbmmGcJ9PY49EivMbdJ5MpobiyjZUtUN1CyC58vUcbJxDWrjMpnqTv5DCCfmbzN5yTglzaf/l8wPzwMCveGOT8kslWqYbIjKg5KABKsaQcEpFkUe3fONZJYlozwTlNStV+RqnZECUa4BJwUmgXxpCPnff9JOeODOkUYA5BsbVQkgujKDBnthFmgJdK3C+EXlt6iJsr4NE5j9ms5AjwTqbZTE6W1UqonEStXg+uvSC/60XvuyGBD8rEn9Yeso52lXD5b50XFa6lEuqYY7whBIROFZSCmhGhU17Sc2M6LPtZdlGrYpPwUIntChiqk6dZuKv36fDwkM6pOpD+uJLLpd4JPUgRQPKkpOJuoUOMNQhTzyQD8Qndq+6WHF6FgNSDg+uYTmeYL2Ie/7VrwGzrSF5LAFJSroCUqKGuGNIumeQ08B3m/TSXH8ieNCfnPW3NZljM5FDIYRixWEooYzqdwMGLFyAEjMul0Dx538ZxxNh1GMKA6H32HGmirYNLO+mGfDjcbLadTglfZPporRD13rBnkpN9u07lRDrmRA9zXA4IYYllN8L7CWYzh3GUnUIhBDm0M/ZAjJgf7OPa1Wu4fvUq4rDEbDJBGBY4mB8gLOe4dPEiQijJ0MePHyerOYV4h0EAyv4Se4dS5n65kFOtDw8Pc54PW8eTyQQ7O9s4eXwHW1szXHz0AvauXcORI7s4unscZ86cxYkTJ7G9tYvd3WPJq7lA10uyNxtaMcach6a8wzyma1Bldat2DdO4GJ7AdNpDql+PKedJdhVeunQRf/zHD2Fvbw9nzjwDW1tyttnVq1fx+MXHceHCBZw5cwZnTp/BdDrDcrFE7IvhIu92OZdN156WRtDifjHKGPp+K3WNczeQwqbIss53UjDRQXK4uLEuKoCseEhsBXWWwzV9tORFASFsrDuHZPSUbdz8LvGiJsNdPZrCTDlPJS/WJ9luCqA8+OCDAKQYG7fv//7vx5d8yZdgOp3i53/+5/E93/M92Nvbwz333IPXve51eNOb3pSv7boOP/mTP4nXv/71OHfuHHZ2dvDAAw9UdVOebGu5qDjOxYJTFQI3FT6qWHgC2ZWlSlRRKLvX9KfrOsRQhzSUMb33WVGym00VBntceByqAHQH0jAMuagQI2ig7OdXoaGLJYOcrNTqLWfKuLWA5Oq4tVuQk1+B5FoGKZ5YV2dkMGdzRXjRaF/4nTo+dpHrdewa1XnJuQJOKqzqdk2+V4ETz7Pk+Thw8qFeq/POWfN8rosqehte1N8sXKXKbR320/FyMq+CTBW60o++ShrWOLr1nKlHjOnD4+F3qTLse58SK2v+3traquhfQF5RSmrVctl45isAaadQfZ4K90GBic5HjAHz+SGcq3dYKL/pnOt7AC1DP+LwcC/zDxsBzjlcIx52vsMQQqm0Gh2cFytxGBdpnpeYTWfiQYoOrhcwrqC167p0qGPEGI5guVji+vXrOHr0KPpJh8ViLrWFEg3LAXVz8SglsC1O1FLdV71WnRca7exso+tux+FctnB3XYfd3V0cObIDB4/lcpQQnYs4OFzg4GDAtSsXsZjLIZTz5QLLYcD+3h4ee/QiLl56HMvlEseOHcPR3a0UzpykXBYAacfYOEhocW9/H5ev7uHatWt5K7YUJiu7lXQdnTx5EqdOHsfuEbG29/av4fr165jNrqcCZ4/i2LGT2N05imPHT2B3RwrBHTu2nTxAkxXDRtcD17fSZH8GJcy7rfwKLR0gNZMkSXq5FE9jP+nhRlHCcqDmDhyAy5cvp5o/c4QQcOLECZw+fRq7u7tZZqp8ZJnGwKlaC+QZcs6hIxnGvGrXLnvJrZGr9zLPlzGv5rLwmua1yoavXmt37Ng8SRsu4ufYa2104ck0F+2IboF29epVHD9+HG/5//2HHKcHioLTmCDnmERKYLUokmunMPpmF6wyICt5fpZzYsno+S+sMC0oYEUPFAXLjKTAhZmVD88C6t0oKjj0efoMFRw6dlV4nMEOIAsdToBlizvGmOOwVhHBd6mmQ3Ej8i6LFrMyPapnoc5zyUpsGFfmzy6MomAl9yLEMZ8BwiDRLkRd2NNp31zklQcllno7Cj4VBGpf+KwWvU++c5X1wx4Ifie7VllAWI9FeS4LhmGl/+zBijFW2+RlDmTnRxZUKRFzGIfkfVCLesQY+ITvVMdjHNLupZDGx5a4nNbrK5Cp/ZExHRwc0O6aFKoLLgMBnidOsON1HELMx8jLO6Ks+aBg3mG5XKS1LiEs0cYRejxC33fZE6metulUEmrHMGK2fQS+76DJRGpwjCHKScte8lLYzZ0P7kvhgzFtId/a3kpF8lDWS99hHFIFa4cEUIRv5CiDpRQtdA6TPtEKcgZS7z2AEYgjlvN9XLjwpwjjEp0PuHL5IvavX8djj13A1WtXMdvaxt1334MTJ44jpKJqBwf7WKZdiGMYsZhLYcO9g0P86YXHceX6Xq6DYvPl1CA5duwY7rjjdhzZnsFjyGslBodpyj2KEZhNtzCdbmFnZxe7u7tCjy3xfM1mMzllO53Krsn+7DnRpHtW/szzzpVk0iJDxEBQD4pcl7zJodTOOTzcz8Uvl4sRly9fyXJDZQgXJdX+6PpkIGC97Ny/PO/TWVPht9auT6DWxVWQAtQHrrJc0H/bfiio452W1kBnucMAideePlufxXPCm0p0vq5evYb7/8JfwJUrV6qCoq12S5/FY5mBrU7LEKKkVwvfsOBmxcD5HQpKdBJUybHF75xDDMBsNiGrt5ykvEhb65xz+TM7oczQ+m6LfLmypqJ3ZmLrLQBKiAmok5b4XhU6zon7lr0g7GlSpamWzHK5RMAg5bjJouID93ge9Df3g6/RcAyDFOccpltbGGm8nEm+1AS+dL/kZQS4iFwKXRsvYKb5MCzXLkL9tz6HAUlrfJa3Co9qnLZuOgb2buhn7MVTQKc1GLQvNZ9OoHkq/HzuXw1MJUkxRidJsl0RbH2Y5GeEEND5gBglT0Jzk5wrVVattyvTAYDDathJx7S9fQRHjtQgTPTw6q48a4nqXMhnISkiBbkRIYjLXQCKev7EBb8MIYGuJYZxwHIp26Q110nOSRrSeMXDgoVLyail7pH3HvvX9HysKRaLJRyA6Szlq+lOHfXo9h2Wi/00Lsq16icSDktenc732Vs1nc7QdVJlN0akXJkOk2nKhRojwii5QQd713D16hU4jHAYcenSZVy5fAmPPPIIptMJnvPcu3H27DMwX8xx/fpVSKh0GzF6HB4eYG/vAFevXcfVK5dxff8A1/YOqxIKCsxVYR87dgwnTpzA8ePHRS6MC1S5Fk5A7GJxCM0bG0YJJ/e9eOquXSsh7a2trXya8ZEjRzCbzbL3cBiGlPw/Ut5ZyePp+z7zJhs83muRQ+FfCeO7DIKU73THaNd1OHZ0C1tb25WXRo04XvMsi7gx77Js4e9tATnmbdZpyju91zOa6kRWCz7sWmOvlH6u+Xg2XMPgQ/vI3harl3gsXD+IvTQsF8L/qxDP0621ECO7ttWdz0INKMhR/2ZGYSGpk8RJlUp4i14BwHcOIY5Y6gm9ndS9WCznWCylwuoYAoaxPkVVFjIgSYxj3kHhnDwzhojlsMByWCS0DiCKhyCmfor1WJfW75JnI6VW5DHpomagwO59TgJmN58qTGY2AJinHUS6cPm0WVW61uNhvSS8cNj6yb8jsluZFT+f+qnzLXUhxry7wXoquA+l5ozkoPB3ykMKJBUEqVDTyrRqgWhf2epTvisApS7ApDynVhgLNP1O50S3duoOLfawqXdMclfqsBm/R3m6JBtOEkgZqrnS/luPDYDEv6Vv6lHSJEWmtXhkQt76zHSMMaZ6GNPKOxiC1KDgprSxuzpUccip3TEL75CSsMtuJ4+tOElVVmV9LYchnXzdYVh2iZcGjOMgnos4YFiK4nddj8OwzNt/ER3GoUu5BzGVDFA5I9WIl8u+gDEvO6W885jMpljO9wEIKHRRZEXXdQgjAOdzkbYQA/quw3x/D5OprLFxkMTq6XQLslU35Ya5CIcoxzOEAWEccO3aZVy+ehX7+/u4tncdJ6ensFiM+NCH/iifldN14jkahjGXcr98+QquX7+Gg8M5gpNCXJ33iCHAAdjZ3saxY8ckpHPqlPS3lyMllhjQ+UkCDeox7uGcx7AUEDmb9ZjO0nZ3F9FPulxWYTqdAC5iGJc4ONzHYinHFTillwf6SYeIwpPep/OllkmudSnRFABcSiwdZd69F14ZxgHza4dC4yxzkMI/EXt7+3l9HRwcYGdnp7GmS1ibgT97mFp8nOUw6n+3rq3kQoxwpM9aP9bQ1fXCsk/XosoNW2VddYTKHrsxhMEhyyn9scArmj4/2XZLAxRtPCE2hsaKTM/LUBDD7mLrAmPBr/dwsZmWCw1I5aXpvuVS3yU7hkSZac2NEoMX707yxqCEZ/pe3JPd0FWZ02WM6rGYQ5OznOszUtWqpcps7LHR/uv3qvxVUdjcHD4zQxkekF0fCk5UAZUk3fqkaX2eXZB6jSbYWsuj7/qV+QLKgXDqUZL3j5hMtBJrncDJ/eZFrTki7KnS8WotGp57/RtANVagnPNkeUQBivKjAiT2YikN9bl931Pi7yzzt1p97NUSAamn39YAxbp6C6jpIIm1pT5PKQ4mAtunvATpo8cUk5x8qmcfLYdB3M/KPzGmUEgSRhHEZ8sUCok4cmQnKQRAC851XY/D+XLFa1XCOfVuBVE6EA9HCu34WOL75ToOCYgimvTkiRvk7JzFQg4FXCyX4qlAROcixmEh28SdbK2XA/Rkp1HfTQAvuU/OSUG35fIQ3jt418F5rU/jEMaFKBrpLRw8fCe71wYpx4zlvIfuOpzOppgfztHN5ViJZTJ2tra2c/E0KaMv4xnHBeAirl2/hscuXsT+3nUcHOxhPl9gPl/gytXrclxIlF1luruo7/tczl3CbhJucj3y3HZTOfvpzjvvxO23347do0cxnUwQEhB1HphMXPK2lbWe18jOBH2vh7v26PtiiUsOSo/ZbGosdJGrfd9jmr3Puntn9VwYeX4K5aXdJSpqFksxpoZhievX93D16hXEGLG9fSR5aUZ0ncfOzi5icPkQVusV5LWkMoJLQ3DC+TovMgAMsdZT1nCxAMWCE9svC5y02f6wJ4zD0/psHQN7T7SxDFldi7XutN6ljyuAYjO2VQFZcCH/LttTbV4JUO8bV4bRSVLL3LrdGBCJUtPMfOmfJCwif6any8rzxRWtiZm6EBVwaLb0YjHPC0Tza1SBaf9KNVW2gMXF6n0P19gyreO1CFibAhRehLrLigHaOI5JSC7zfWwlML3ZWwPUBzYqMzMI5LngxcUCgsFTsQjqXBzlEz6Rmee0LKRS+IifrfdspZONFeipN8MmP3PuidLLAsJl2u109OjR/D4OF7LnDhBPkBY90qx8flc5hdWBy6LzfOo9LDg0Pi+u73p3mBZIq4UM55hEuHSsQd9Pqf+y/yavl8pbJiE4tsRYIOrc9JNZ5WVjPuB5FYUwIGKE1Iip6c7PYBp474EQ0ZPymSjITvkNIYRUZXjMxe20L3wkvea/hFDnDwXaug2kei0x5DyUnK8jm00xBDlYMMSI5WLA4IT+YVxgHEYMTndCiMJdzNPdUb06EgIYw4j5/BBXrl7B1atXxHty7QrmyyWuXL2GyfQxaNl+Ded2/QRXr13H3v4BxhAxmc4A57FMNXj8pMf29haOHTtWKqdqwbul9HMy7eFHB8QOs6nwVRhLrYxhOaDv2fvXJf5ycC6m07YlaVU9MrrbUmWoeEcHLBZckEzmQObVpXWsngwB0epdlHkbsbe3h+vXr+P69Ws4cuRIBjoyd7Ljc3trO4MsXeOcc8HAQRN5OXld5Y56KKxijhGYpPXovV/xxNp3AJDDYoEVvi7rsw41qe7gNWFz/1Q+FN42hR0JPLHRyZ5SK/MY8Nj1iI8XgKLEVsWgypoRr14nxC9JU7y7hOP8jHhV6ZYD91ChTUap8ixXMZgqA2UQVjh6j/XIcH+twtCYL4MnDuno9lmON45jqllCXgm2Si0zM7PZH855UfqO44h+VhQ6j51LSlvPBYdxaou+KKxKCYdVC8HST2PVokBFsA6jJA9zCIVBkNJP+CFWtOHDGrnpwtRTtJUeDFj4On2P910FDFRwcbFBy4+LxaI6aAtABiosPFTAASqka0HF7lfOc4lx9bgA5RP1JLA7V/pZgATzlHpzWKjmOSda8Nwx32hoLMYobnms7kzQuDk/p+s8IrSuD4+jrPu04vLfQrdQ9ZXfoZ9rpdSQvAO+EwWhAMRBCspp6Eg8CTHL4BjH7I2LKZTjnRweqdt8C4BP9ZoohyiMS8yHOdTrI0pa6ugshzliAHzXJQCwxGEUr8fh4T4ODw+wfyA/i+WIYYzYOzjE8uE/zYfdSdn9gBCmODzcR4xSBl94vsPW1gwRExzZ3cWJEydw9OhRHDlyBGE5YB7Kdvgu1TLq4OB8j76b5K3zMsfAstNKrtuZd1TWbG9vZ5nBIID/Vt5gA0V5mb9nz6Q28fQt0E8muHTpIj784Q9ja2sLd911F7pugmEYc7jxyJEjOTGWE561sVxTHlVZcOTIkUp+Wo8fG9POASNq2cwy3vJljBFdSji3XhMdt72H1xADdvtvHiPLBn6eldl8j9VflmYftx4UPhJd4+AWeQqh6+RZBSk6SRx7V0tc/+YtuQpsWowwmfQYBlVGUvExJtc11KEbdQHWW7eE6dU7IWdryDZLoOs0Scvn753rV1D6Mh0yptv1xGMjFkkpblYaezYYFfPisGCgdr3WW9EKrUvyol0EChDY6wCUHUk2x0Tn1sc6LyN/TtcVpC/07id9slrL4rWgjC1eVeycOCY7Oab5vSpw2eJgq9zSofaoiOXddR2OHTuWAdne3h5ijBX4VLCj13C/mU95Z5hcH2DDgPq9zrUqAh3fMEhYSJv2dXv7CJxD5mHnfC4mprF8oZdutRS+LrtvpJ6NpFelEFwKUwqtimUmIVAFpwMiagFt+167tgO8mwAukBEg4EEqwCLRXuozOOfgvMO4kKqnuptGXudSfRXJBeu6Hp3vZEdTOjFbcyFiAihpeDmiVcCEWP3s3WPP46rCSLv5vPRoDAHjIAdWyunqA8YQAAwYlmPa+hoxnc3QdVJJVuZadgmdOnUSXVfClYuFeGK08mvXeezs7mAYBly9dgXDOOSxj0GKQx49JscLyOnUwGJ+iBgChpmGNJLn2pdzrJCKYHZ+gn5SziMag+yKEgOKLWyH7e0tbG3N8hEOEgYUuSUeUQk96juLHHTEc/WOR6V113nARewfHOKP/+Qh/PEf/zEee/Rx3H33M3D69GlMp1u4du06FoslTp48iZMnT2I2S1vsaacVG2Xy3BJyZsOK5Yx6olmusTydD6tHnbABxbwfQpCcFaJcCwywfmIjgA2QFrixz9TW0gd8r12nbJRZIHOz7ZYGKNvbR7JFpdvTGGwo8YRpTNKlL8miQJnIvJDHMZeutsqjHVcLyfLiIlp6BLy6x7RgXAktyGSKW9y5UoRnQkmC8h6xrthKlexXfa7E1ENw6PsuxXY7xChxch2rLgCguOxU0WvFS/7eLkhWktlDRP20C4ZBFMcuWYHrZzapVvsgAG5CQGL1rAl9p14fwoCu99kLwUXOeL6LYhfXLzcGbVZg6PdMUz7/iBeoviuEmHbMxOzRmc/nuHz5MnZ3d7Pn6/DwMNONvSUty816Q9iLYIUSAyblYQXTPLYiQOu1pNeMoxSdUoDhnCqHUthJLqW/IyBKq04KlArMKezmpBqtg68qbLJwtHlSpd/imod3cKgBWr4fAQElz6afeqAhaEMIWEbhRZ/qmEgORoTPAh9yHpFzOcQDaABMhp6t6EmHSTep5sTDr4xPtnuPWSZoscKYCDgMxWs6jgN677AYlknOANGn8LIHJr7DyVPHsbu7W8ZEB9lp3Rr1vOZQFq0tyzf6d9/3VUVmlR2aLzeZzLBzZFd2wExkXXRetll3XkEj55M5TCZijI1j2QWytSUhZa4Ou7VV6itV4TMXK+NU+RxAqmNyiAsXLuAP//APMY4jnvXse3H2zF0YxxFXr15FjHIa9dGjR7G9fSTXoGEFy6CDgbIFJHo981VLQTvnsBhLSX7tO++GYXkifFMDFP6uyfMNQ1obA31riLYAD4Npfa/+Vh2h/7ZymfXGjfq00scnfeXTuCmYmM1muH79+ooVy02ZX5lP/7YuKnZtKwMBqwcU6m9lLH2+KlxGxsrM7JHR/rPXgD0aqpD4Gfq99eRoHwsY8JhMAMSyG4mFkPZdk+R0kaki1L6zl8AyYnpIflaLNuyuZRDBilIFTiu8BKACdRxyUNeqgktdGCGElIFW+smLkUGGAovF4rACJNYrYq0BthBsrgZbJkVQlYQ0Fl5anCoLIVIGPAfW+lYhqXlJHLa0Y9a/a4AiAKLva+WpTZOdNb9F38HKxfZXG/dfC7W1eIIFPwOx0QAtHXuuPTKWAotlrXh0nYa4xYthgUdWKB7oUM+Pjl3nkpWNi0iVdI3Fyogk19hYVRZdCsOAxslzKl9JPleMZa3ru0IImE7L2hnHEUeOHMH+4QGWQwIKnSzFYZQDBCeTCba2JwjpPKVuOgVCgIMk7Y8pIXgy6bB7dAcueWvVYzGm5OfOUa2L5NXJRptzpeick23Q3suJzjGKF0XqnswAFPrPtmZyXlIM6LzHYnmQPSC8LoAic9m4ZJ5Q+uq1LNeXyyUuX76MRy48jMuXH8epUydx+vQZbG8fQd/JeVHXr1/D7bffgdtuuz1XRY+htQuv9h5YXrcymr9rARTl3XEsMl3XHXuLK6OOPI8tYFJ4qe1Z4cYlK3hN6rUWZCl9tek88DZl7jM/hz93nr1nN263NEARYCJFcxQgcIxPPxcikeBOc1bckRxfLyEKVeZAXTjNAgl5j9TSYIs2x519D+eK4NQEuVI5Uvog9Rc0wVVCPPIqSfRyTr8H9ADAOjEWqV/SHxH2Ht7LWR0hBDlfJkq9CwUizstuIbFyQjoUTmLb/WSSEbsny8XpoAEEQQFZLGdmT53JjG+QtGaJa/85xskx264TF7vskCqueE4qFTevwzgmly66VAG0PohQ650AWjm2nCGh59rEqCG+UtYceWySuyBzMAU6sWjCGLAcxpyQLIIK0GN/navznJTXprMZTp46JfyrALLrqjgzKwAkntNwGIB8MvJ0OpXzgsalvDcVIUtcIRZuenaaUahnsWWtKc3klNaSmCplwiV8I0K55GcVrwrysxFLXkZIORIxyC6zfjJNNVIkrKA7wnpXF6VjJTAMA/b29rC/v59DYUePHs3Fu6wSYdDGzwrjQuYuBiAo1ohIi1aeE6RwWRhG6M4lLl6nfIQYEKHGSwobOZdPfY469+nMKR9KqCiHOiWZRXjI+6zACxB2KdclhZe87HgaRt25lTybIQAJeHddh2E5YBgVPCRPV6LRdDbNoS84J2cfSUxJTgTvO3Suz2eA9THCTaeprstYPEcxJto5dF4T0MsRFMoTup5nUzkvSc7ucYALabu51JbhasUue5Y1IbbMackJTAnI6XBUKczpMAwBFy9ewmOPPo6jx3Zx5swZ3HH7HTg4nOPS45dw7dp1HD9+AsePn8CJ4ycwnU0lXNT5iv+U95kP2XCoc4lqL7PqJuXLygDzPWKUHXDeSYLzoDviSKY7J3ImAxSzXnUXFa/f3I8unVmSVV9UFQNN1Hau7JQUNlTgnq6XXmRmFnZ0KlpqQAIKt3O4WWXYTbRbGqBIPLzs42aXtzJTsUKAGFz+O4zkhkoTpaGQLsXQxzBUbkxVdCokgbITRbwQchqtPFZOp1XXvsTsdeeOuCS1aqbOurxfS5X3CbCopSAcJWDHJLAC6XC3kgU+6VMM1nuMIWCerE3fF8+RT1biNLlS4Rxm29vQE5nhPbpkPS8WC0x8B6SKjIyqu1hi7urFGZOgU/d4DAFDWtAhlkOyWt4ray0557A8PEjCzYPPgpATi+cYRwU2gwgwD7gstOUQL4lnF+CqHi51n0tlTpcsGgkLchxacgMcfNcDzmFQpeIcXCfWu65lFyO6DklRAUhWLLouXxtjxGI5QE+qjUi0GRV0Jn4JAQHIAmgIActxzLQbk1WNMSn/GLL8YktdPQO61Tcra5Rrmb/ZiwdwUTiVjwrqytHywKobN0LwkvBC8YBIDR9J+OzdlApQSehS54oVhXqMtra2cPToUTJKSnFEa/0pX6mC1Hf4rgd8BzVTtK+LVH14GFVIOwTn4GLEcr5E6GR+dDdVCYkWy9d3HQIilsu0K6zzcBGIqZrpGGQbrAIQlS9OwQIU0MjhivrvGCM632Ph5JThzveYThxCVxTpdFLLh246xUSPfAgRXV8K8CloC0ESPXsKx2aAnI/w0HCE5IU4Vw6U5P4Fp0nLYlAshwi4iMmkl4rCccR8cYgxiCyb+Al2d48RgOkTuNEQ9IgYNbFc51dAmch6SWZVI3Jr6wgWi6UU3lsG7O0d4sTx23Hi5EnceftdeOziRexdl9L7R48dxfOe+3zs7OxiNpNzcfQ4AeuhYAM2z4/xKHBjL6rKZdYbzjnEURLRXQRGLTbpCrCpPaLp7wQOYsLSotsioi+GoZazkH7XoWvnnCRrew9oSDxGxDBiTLlb+lx5t3pKXXWoaOljqgFGvJv5Qdc+RwRMf27UbmmAokIXWI25rbi+4mr4QRsLcftb38OuNmYc7ot8vrpFTD3ixfUn1r7ts1bljNFnyxUoCV/Fcqqz2/Xzvptg0pedEAK6huwRYdpo4h4L9FKsa1J5obz3eTcLx3bzrp5Qh6RU4OkzrBux7zrkY3eB6nubfW/DMhwes25EBjyi8NkK4HcpaFHPVnLLBsm/GQcJH3jnMZuWAyyr97nk63L1s6FjAXKZ83EoFYNdJ0rJWvlqYWlTAFb4E9AQgiYEFt7jBOfSF+bBWlHrNnevWSLV2rBzqV4oDSVxLDp7Iyg8x+MSQY98sKQaAJ0vuxtc+l8hNODgobtwmIfY9T2bzWhtqOOjTlTWd3A+UfGWgt7p9NVicVKyIyA7ZKadx+jLuVgcarPKKYwjBgREIJ0GHXVis8XtfZ1I7Tsv1Wtpl5KuAQv6uq7DBJNsrUbQenT1GSpMOwVU/JkNSbAXM8aYi0XqWNUgBIonlPlmhHgwp7MpnXvliPfKmTsKhkul7wighEoYICtzCB0Kf6hHVOlzeHgohfKGEdeuXcexo8dw7NixlEfYIYwBR47s4NSp23DixAmpJ5MMFrtulI+sh9GCFVuugcdqn6dzKvJuWslyNa7tVuC8fo0e0musYcfGIs9vYfc6ElB9FlfDtfoc3kBS5QCF1dCOjmed3n0y7ZYGKJyYyMoLqInVdXqQn3zHE8MM2SKkTYhVK04/Y+ZrWZAtxuC2auXJ95zPwsx0uJivFALT6/UzZSTnnJyysmIB1zUxrBBgEMICzyZ96vcYyxkpnEui7lcWglKKGhhje0sc75Ji0DTt6nM3bD+0/xwmitA6N8mrEEqegHcdukknp/SOAZ0v41aQpMrPvkNBjryjfCbu8UL7iSd659BZCtkYMMd8Y5WxzLcKpRIKswrSbuVueREs7RSgWPDN/KzWH+c42WQ5VvzK5wXoIIMynXNrIdb876F1gPg7fa4dm+72sEpcx8iu9gKatdbQmJ4hHgKhZ/HqVYX04NC5ws8lvMvl/QX8Ou8xcR7RSxG20l81EEY4N1a0HuAQlkM6PygqZqp4JCaXe0j8FBI/dbQeOberxQtWoWkrW/F9Au7yLqf1XRLwds7lk3U1XK27sJz3UnnW9ZhMplU/uq7D1tZWftdsNsuG0u7ubvGs0bpo8YwC0a5TxVnkW99PcPXqNfzB738IFy5cwKlTp/Cc5zwHMUrV4oceeggAcM899+D48ePZq6g0UVC0zhDidcG8r/PfCgmpDGQ+1r+5FpTKbV1rlpelL6vr2BoF6+QjX2PBEwMqrZ1l71G+KsBE+z0CbrX4JgM5HgPf/0TtlgYobDFwjgiwGipwnc8L3loI+plFyp4Yk5/JDG1RIz9/nVWiCX4MDizjaj0T3r6meQcsmPV6znvRa7pOYtgjLXReYPq3TYTlhabZ/sqYJeeDaxCU5E1d4JwMqq1eUGWsTFumF99jr2nRtcTq0/eQfIGYymNbwey9R3ARMQ7Q7YwhhLxjC0A+OGxF8QMFnLDCoMVXdlyMOYckhpiVidKZ58vSX61M23cW5uypUnrovDIYtdZM9pChPJOfpyBNQ3zcxxav6+43C9C9c+hT5Vv9zPJbNbcOKc+lhHYYxLEwLbReTeizQJfv02RQBoNMX901pgp2OhkxLubwvhwMp3OgeRZjHFK4L3kYvEu5HKvHG4Skt5nWiOKNDM5J2X5XvFNAHeryzicPnuSKyBrtV8CuAnTNUQHKllhex/qbQRyvVS06x94BPh6B60+5tJOHCway0mVvoXpnWa7VsqVWnkWG6snEvngDnezYe+yxx3B4eIijR48iRilTP51Osb+/DwC4++67ceLEiQpg1vSqATH/5vWhc2K/VxqxsWPXTvFujJm2zKNa8G1F6QeXSyco/Xi+2SDkcdg1xrJixUsV63xC7j/LEFl3I2IsRQwtDVreJAatT9RuaYCyXJZzPThhiVFaARQ5PQgRIYV8AuDk1FAAqTx3zJauxvyspaefsUBkJaHvtUyureVy4+cqA6+4jUPIBY2sEmgBCLl/NTGJ+84LTJ/HgpAVLoM6ZloX4sq7gfaJzOM4oqPKivYdLDQA2s48DlUfWXi3QKIULKsXE49P/t3BuXLAHBc4Y0XPc5rfnXaJSDhCXaMRjoR8B5e3dmbB1tVgTvtvz+LRe7a2thOdSg6Fc7pjCenakL7XWhSrIRcV+jYEgMTz6wS0NrbErDGgz+KdTOxR8V7KuMeUuKuJ3umBOcGPAYomkFv+0D7wuhP6jCugV8duE+BjWt+aiMn8BBTrnkELAIS+Q9+VatQAmlvjcx5Wyibkd1hwpUpMaRb6RY7j211hqsSqNdulQnFxtcYKA3fmawb/+n4GBKxM5BnrPXI6Xt75FAIAt1pZVD0T7G3lOeSkd+07rwueIxlDseydkwNZDw/n2N/fxzAMuPvuu3PRNTW2nvGMZ+DMmTNVjlUGfX41JM1jsNe1DCfmGR6P9pnnBVgN7WrjbeAMEuA9OBrKwM/qC9ssDZkveE7HsLrtmPvMz8t81HcrdLOhKgU3/uMFoAC1Cy5bxaGuW5EZwAGkVZBrFSTF5FMc26UdB3yAIDNLa7FacMSKze5p174y41mUqe7PArA0676Um7e/2fWchaH36Ps6qZXvy4rK9E2v56qa3FdtIQSMyyEfWqiLnq2raoEBYPc901b7w8BJG/eR/1ZBo5+X5LYUvKj6q0Jca7+kMuVRwUnxFCndtZKopZ9Pyl1zUIpyrUMzxTpOC9N7LIdlFctlN7M+S8cxmUwTCJekXaQkXtlCXltxWosCiNnzYS0tmy8QxjHnh+izWNhyWX3vfTYItJ+ai8FKk/Nnyjxp7RSrAD1cCKLMY5lbVfzMB9776qgH5Sl+dwUiXe11sgrHhkG4KX3YczTZOoJJV3YS9X2fT9YdhgHb29vpbofFcoHFsASIt20/WZirzJhMJrIV2JlcoCghxK7v85btrusQgHQysMsn8Y5jSPV21ELnfCHdyVP4gjcWxBTWYRoul5b/NRcqKUTncnKtc06KVUZUXlRruSsoU1ozD/H3rTwf3bGnlXhjXGAYRjz++OM4f/4RLJcDnvGMZ2AymSTQcoiDgwPcdtttOHv2LKbTaS7AePXq1QxGGXwor1ulzkaLjHWo1sQ6g2nFE5JBzAA9L80a1gxoy70xA1IGGsz7+pwWgFony2v+r5/FfagBYmm235wbumKM23/foN3yAIWtdrbo2KPASmxMx6rrAhcCjhXzqJ+F3Wf5G5p8fYe6eGOMeWufLOxlFqa98RrwZKsyUWub38eoXgp9DStCWa9hiysziXd5i6PSSxsvABYAXVfqXujnWvac48YMKkDuO7sYtU/abw/ZXcR0UItDn8kKtu97jIv5iou59b5yTZ1PoM9XYaK7vvTeYVjAe1QAaxiGqv6KKpIQArpJj77rMISxpneIOSyj7+I485gy2Pm5rECVj/QePp9D6TelcEnLquP+Mu0VNFQ0lAuwWCwyPXNfG7F25nnlz5bQqgV0OURTr2OPgwDDZDGgADR2J+v7+d9qfSrtuT4Eu8xZ6ZTnlK36vC5kjrVyroOeUYS0Y2SMEdF16CddCtkFhBgwBGCMhR8nzqPrp/B0GCEbLnKIHRcjHAA4zGbTyvgZQtoSD8D1E0wnpXJ2jBEewNZEtuf2aede3yPvSNFx6Xu1xgnPkw1Z8NxKFdZy6CgbHkXeCD1H2aks5Ql8+zwqlY82H06LRHovZ15pONuGrmezWZJPQ5oTj2GQYmsXL15E3/d45jOfhWNHj2Nvby8DybNnz+LEiRM5XDuZTHLox/Ixe/5avKf91nWm42EwtmIc0z1ASU8AfPW5PoN5u/LWOKTt5eWd2jebWMvf8Rxo47Cc6qnpdIpxFGOBr7XyxOYKsixn+WNzOHWun2y7pQGKWqIs7CziU7CgC7WVQLYObfIBaixclMjKAMpsMcYKTbP3gH8skLDvZtf/CgI3jMPj0Ov4dwiSG8H3sIfFPiNGQCuIMiNqITEAK4tGQ2P6PktXBWuqXL3vqiRZtpQ5k57nZZGOhbeCgL1a2mReWEgoGHNpfKI0676Kh8IuSp4TBiguyMF8rLDHcYQH7X4gADLpe6DvsRgGRAzVs50rIR6mOaCJiz5ZaipEUjGzcZS8hbRRdhjEM+XcqnCxwqnQPOaD/ZhnFJzZ+1r/bs13DeprS4oBNs+xfQe7r5W+vNbr3wJwrFUJ1KGSytqMDKTqGD5AajyDrKK4mVaqMPS7vNb9qkyxlmdZ41oHqVZqyuss1FlZFHqvyhrlI92arc+rd4cVGTmfz6sx6O+trakAsxDR9R08OprjsuswjyWWnUfWc6V8zrzDstl68rgwX6k1IgZI33vs7+/j0Ucfw3y+wM7ODmazLfR9j8PDQ1y9ehU7Ozu49957EUKoPJqcdwPUoMSC1nX8ruBEc9Za4IQBCQMdXX99P63mkg001TcKJIZhEKDa+RU6saFi5bM1IOzn3EIIqT5PzZ8tHVWYGOCDOvl6a2RYej5Ru6UByvbWVk4mAmrEyAS0AoIZkJmJGSzGUhCoJZRVeCogsUhZr9N3AsgC1r6fJ1MnV0/HtEhcM9a5MXrW8WVrmXbx6HN4IVhhB9SKk61PW/NAW+fr3BsWJvo+nhcXxuz6ZotNr2MgqEJELQqmESubtmCIkF0aOmZRBForJAS1UkoCtd5vQy7MR/ozDmO2kLXfvqt3fXD+g1w3VgKZBRjPg459GFK+VJDaPd6nkvDRpVo+Wt+lTxq1vaWQ/9Z5UGE/pR0D66w/vt/yDltN2m/2VujZUXa9ASVhk+msgJZBDQtdfQd/rnPMfWElpOPNfYgAUMbiaa1KvsyqMA2jHKzH/ddx2twp51zaKr3qrWABru/QPnoAcDW/Ka8I/9QeUKsU+EfHxjtCWgBJf+spw+rNXSwWGEPAZDLDYiynd3NeCCvmTPsQgVDLMzsOOxagWPQqQ/iZylPiQZH8k4ce+gj+9E//FFtb29ja2sb2tvwsl0tcvPgIdnekMNs4jtjd3a0MSftspTeHmSyvVmM0hgQ/d4UPnKu8qHqv8mZrDnlLf8VDvvZ4cZ95ByO/a11SqjXq9LfDag0Y7t/qekVG89bw4n6W75vdabZbGqCwiyq73k2yaJlcUUo2r0SaKDP5Z0zXYqUyLSsTYDWZlIWIBSz2OhWyGsrgnT3cqkPGolh63NgKYebRzyKQs/x5YXEfWQAgVWvUImZ2SzWDiSx0SOjpc1ghOOcqj9MYAnuZq7ZOAWo/Wou2JXSck0PfhsUcEbJzpp9MgBgR4pi8DuWAO6BUZrWLX4UVv9N7j+UglS7y99R/BmgTfW+Q9/XOrQgnpSt/5r3HYr6oFK0+m8NrmugYIdtlgVUJsC7sFkJRMjYkYrftW6vM0sRa5oVHIpRFlD31c2GE1WRs7hNbvdbQKO8BFHCsU9rWe6oAgoW8BVuV+72bQvOnxih83006+C7AhxHdGEp+QCdJu/KskP6W9Vu57LPgVi/tALeyNhwdPKpGTXqWXhyZdsUbo3OUQbGfwE1UAZVaMDFAAAok18WhA+IcIZ3lNQ5pfU069P001/iR19fhceelmizLWF6fTGfOOVMPB8tortmi183nhzg42Mfjjz8O5xxuu+02TCaSCHt4OMeFC4/i9J1n8LznPS+fSH5wcJB1gzZ+t/6t52BJLk8xyJTnbN81vM+godWs8VQ8HW0wzLvhNM9FwMPqFnGVGbwmeJwWJLS+U9kiBlDtteJred2XtSKha2vIsdy23z3ZdksDFBYqLcuEM+TlxNWxUmaliaCsLZJa+PL71PWtjK1MxJ4MFoZ2b78yH4eHWpaRfs4Le0Iuwdx7UirWqkpFbVesWr6X/1aBo4pZx83ghkEIABySa1itK+vJYeUqp8+WJKqS2FrcpuzaVZpXoRQaj6WF9FfOTlkOC4yjWPGToOWm5WBFQRRRCrqhTpCzi9oKp3yNozBCZwqQRdreG+QMEwGNq1tbrSdBQ5ddN830YfCTn5vuETopDWsrv2U9V9vAQ6l3wtZY4Ym2pd4CFfy+ss4ChkEByaoAC8FV71J6tp7PViv3ZRzrdc18zp680rdVAKM04rnh9/eTDuNYQie5no338LEDJquW9BMJ43KtVBfWU35tv2yIJ/cLqIrctd49n88xTyFSzoWz1m7xcvTY3u4leRSScL4YigeF5Z+VuQrUWR5xnyyw1B/NcVN5YI0nzR0ZhgEHB4e4dOkS+n6C7e1tTKdTHDmyg/Pnz+Ohh/4YZ8/ehRe84AXY2trKz7GhpZaBw+NpeQ8s/bmPNmeK51D/5jVc5FfpE/MOAxDWNSvzb0AgN/aK2DlmXrEGRUCoZC33345f1sGqJ9QC4/q7j5M6KHaBAatF0spPseRV0XKGeC3MHbxPR8WvCFv5W0M70+m0EubsRraWveYN8ASzl8EuXmtVOyeu/hYdWso604OqjnZdVyVgKgPVqLq4CgcSTHwdM59dCDp29cCs0JuSu5gunIDHAGUYBky7es8+LxhWjHm+IdhBFLF4FRjsqVIs3jI5iXccR/STHl0sBcYm/QTIB1BAHW5iZeVk3DR3ETQGn93lhYcCfJoDpUHLqotRdvDEUISUnFUiOxPYauOQkXd6EvBqLkOthPjMKCmv3aUqugBE+aq1hlhK9hPPWR60wrKsFwH8Okc8V7wLqBZ8Pq9FQCvrau4O8vhi8irqacYWTFulUAyFCO/qZF1OuLYeQHnGaozdAn6mReaJtNVf5z9G2QWmQJWPOhlHl8emO26kPwLwxIMqCfNyb8wGiK5Pdu2r8lcLXMOl2hgQsAzJa8s5+H4CRyDZzrdV6jHUibb83HVeBhuGst4BlYeLxQKXL19GjBEnTpxIoZARjzzyCA4ODvGMZzwDz3nOc7Gzs7OyxdXOkfJI13V5gwLnPFl5zPyrconpZ5UxX98CBiI3igpm2ujfnHfVdV02OFvN8n1LH7BMYHmpY44xwjspvtfaQaX9r/WFQ+zW5TSuAnXmvydqtzRA0cW4KnxqC1KUxLiyqLquJI5NJj2WyyELftkp0S7kVuL3Jc49jmPeXcEZ2DrxrQQ7ACXZ0TRmDBai8/kCGonS6pze++QB0IVSEr666BAGOdxPhEwQXes9ECIQpOhTHNM13uNgbw9912OyLRUFwxgQnByV7iIwLpZAHzHpZCdDQLtWCAMC7acsZvFuuBjQpwPRPCK2phOMoxcBt5jDdx1m6Yyh/f39NE/FDcxzs7J7yKVwQnToUn7GsBwRMcK7Ts44SSGRmHONhHcWCw0rSDnt5VDzExAwjkssx0FiwknRqeBgnhiCnDnT9z36yQw9VAizoJBdF4WfgckkjYeSH3V8rcJWWUA6VWLASBU2IxzGUHY1OUdEci4dghcxmRZQorkYIfGM9tXFsuNM6cJ9XDUcOkgYZ4SeDyK8LTVcxlE8mFqPJoQRy8Uc0+kkjyMHY51HGOX4hs53OR+Baam5RgI4I8QbqvhS/5bifXApHymN03uH2XSGrtfjEpCf7+AwugBvilINGIBYK5gQ5dybMCZA0qV6S65L3lzJJ9MDHIdRtup3Ewmf5PvTMQCjen+hgEm61Tnxn+QS+WnkMaYTjLsO077Hsd3dHJKICWzrugHUS4qcUK/zqf/uvZeD6tKzVT3pQZbOpcTK9N4wliKSDD4tkNXvZtNZBl3OlYPrhmGJ6XSGw/khFoslrl29jkk/we7RU5hMegzDEleuXMTVq1dxz9334jnPeTZms61snKgc1LXFu/iqOaSTutV7t1xqiL9LQFHyEgvwLSBajBmha98r344YxgDEaHgjwocIxIC4nCcZYrz/Ei9O53bpMSdJnqK9c4ZBYpXmAPH0ZpMsypj7vhcdAkfGygCpWx/gvIQxvVYWViMPIZ3lo2tsxGJRNodwY7nAxuWTbbc0QOHG4EGZTxlSFZuNqddCtX4Ge0/0em16Bkg0jKfMoW5UXRhsvfICUEafpdom6jq2rkJ+9mRSKhO28haA4q2ReKKcKyKMjZInkRjWoVYq3tFBgwTG1LrovJTV5lCVtdR5Pvi7Es/XwlpRDs+DWGqdF3AS9RnkoVEa8dwqPfn5PLcRssC1dR3go7qeZRzRJ5SflY4FuEkTZEZQHBLgnAA4nQ8VAXZHhwoDdenWQnpECHUyaCtPggWQjrsVFlTl45xDh9qaX/U0KYCUE0y961S7aVYW4OTsnAz+EdDBNwWOWpXMBwr81BtR5XRQBVDrFStAQrxS5Ts5tMxFqVmlwrtLJ4HrWG3T2hkx3QeUZFvvPTxbe1STJdnN6VrZohtdnSxpw3/Fc4qsdOvdR5r0XYoJhlGu9xGITsIsrmflM2AYjIsesgUZUZRgtlhJ+bPMG8YR43yOflIqybIHtRU2lcJ0aT0T6MjrI8aVjCfvHJzxWLCHh8G2Po/lLyIwQkO7U1GA8wWuX7su5+z0PTrf4fBgjosXL2IymeCTXvoy3HXXXZkP1eOk/9b3sJdGf3vvcwl+PtqAz0rS+3X7ectr67tOjCGUw/oyXXlNM0BLgBMJ4CltB9r2X4wuRyeRr3oy2HuWjVtfKn2XdxfvPYBcPDJvW44lmVjfo7V2ynOKTpRjDmaVYcLyf50358m0WxqgDENxswFlwvIx42nvPO+950kECoPp5yVZSLel1oldjFyBOm4PlBAKJ3Uy4GBPggIYe7YOb+ltTbi1qBn9cohEQIZbYWRWWPp3UcqrOwY4hMVblDm0YJ/JcX9uPBZ+h/5tc1/0+eqR4LlipWsXAfePPVH2/bk2TRTPhT6iEsJEt/L81Uqf7EHQprSV/sRKgPDz2nkSMR9nb2nH4UK9p+s6jLHMIStQOw/W28HvZd62gngMY7aiLU1auwVECdZxcJ5bnovSh1LdlOnZCnmW53aAW61bZD2qzNvz+XJlfQHrXdB+Uo+P+8C0YOFvc0qUBrwThsMvrq+Bkw0TV9ZokF0/Pq7mJCm9eOwxRowKYMyYdS44p04NHQ2d2blap3RavMU8yHIn809cBZbizVzg8ccfz8XWuq7LO3LOnz+Pvb09PP/5z8cdd9wBoCT327bKY2U7PVfCVcPPOYfJRAApG4Qsv/UZWSdgNXewVRFc+6P0reWKGqKT6nobCtaxtGjPfVSdZw0gq0M4IlAZXYZeNn2h1R+7/qz+Whfma7VbGqB03WpGvIISttZaCC6jXl92XHhfzpCRSVsFJzqZtdeiKDqL0i3Y0Gcpc9rwjzK47bdVlJZxWp4MEXDtcVvgVYOUInxsNcgWOLDPsc/nPqde5H7xorOom+nAQkJ/A3W57NrSCSvP4qRl/h6AHPRXrX+msY5PAUyyzqJYj/ZdbC1bQSDPqIU205TnVPnTzj8rErZI5UbJSWCAovzA9GZBxSFJnoeSqEt1RMaAZZDttrpdW5cWA4rCL+Lx4AMOay9KQ1lhgjB2qaiYbq2PGIb6GIfCd4DzZOmbNVjTX388trbqLeJKk3XKQE4yXhW0Fpiy7LGHGOqc8jPYEIi+nGlkjSF9TlZqEfAxALGDjyUUJzlDQJc8wQxehjA2znJJ/jInu0qchsAc4FyXvE++GpfyHvO4jk/HxSFAnjMLhJVmLWV4eHiIK1euSKhqOs2ejsceewzz+RzPfe5z8YIXvCBXg93e3s71XLixNzPzcqh3VyrP6/qSa1eVsF3fGWxjtVKzBQStdWblVwGGMXslLYi2PLFuLcVYQlJ6jb7HGps6bga6/Bn3Q/ugfbTjtrJY+8MbV55Mu6UBClCYXxsf7KbVOm90fQv1qWC1hbuYwfXfPCmMLnMOiMlIZ0+NfndwcIAYY7aqOL/C9p2ZihNPNf/FCg8V2vq59g/QxSRCqIxHTgktAM7lPnHxIOk/W3i1NSxCuAYBxXgLkrgb662pUkekPJOFlbUOlX68o8cKSbaIWOFq45g0AHS98kDtpSou4hrgjeQFKHxTJx3bbXoqMKxnwgJeGY9PIR6A3bS1Ne1ySEd2R0lOgCRhAkXxiLLk3BEGQDWokEJYi8WiOlgu8/c4wrl6zPK9vI/Xhq4hazHqWJkWDNa3ZpPMEwoS22BGE8FLcT4GCixwreXXdVJrYrFYVJ7OdVV+NfQr49X1vOohYADtfdk+W/oWU1G9uKIM9vb2MJ/PszJma92u4zFIzolErDTXANkN2PUdfFcnOfbC3pVRZPnKrj3+ba/ludbGMpX7LDRf9ToKXxQvrCrlxWKRq73qeTqXL1/GpUuXcP36dTz3uc/FJ37iJ+acLOWXlgJU3lP5y0am9pMrZItsGTL45rHavpfQSER0BQRY+czzoDRlZc98pECeAf260D//VKe5J17T+xgIee8rwKH06boO/aRUD+c+qgHPYJLpwPxvPfat30+m3dIAhedKB83hCIs69XNmBraua+Zbfbb+zdfpM9VVWAsiVJMG1JYxe274HeyNqccb17ow7eFXrPScL4mkWcnEMdUDcZDCUCVpEImxBWBIEuIwLBCCHgWuOwlU0XGpZfUE8ByU/qe/4NOunJz05zXXABiDuNiLYpFtqjZsxAvRWr0sbLXZHRtcU4W/40XJYZRVJde2ilT4s2Uuc16y47n/3Jg3vfeIkN1FCjScEBbOAZJnyyW6gc5J8ilSPYsYoyRER4dxGDEOBaBI/k9XKSHOFRmHJRBHuDSniFFqTFKdC8u/vCaY/nbdsXBjgMLNAn39jJVnAace0bXP4LJywCpffb618FvGiKcqmyGGUntmXOXHcQxAXCDG2UqYF9Dy/+UYg3EMuHbtWk64V6XcUgTMZ7bPBYDVh+E5J/OGvDOozo9jmlsjiHlSW8uI4j7w3PJnTNPMO7H0abFYYG9vDwcHBwCAnZ0dHBwc4MqVK3j00UcRY8QLXvACPO95z8PW1lZ1JIU1QrjZELEFLZa31CDhsTKtV2gSAsZYGy12h4/eZ+UVhzxtX/m9FijqdzzvGqJUGeXdKm+HEHKhUav/NJGddSnXpuF+8jhtn2z/9L0fN7t4+r64n5lwLSTXWsT8o0qqXFesI22V4oi1ouFrLNq2zGeVasst2Ap98L3arKvfCkLnNEFQ3La6e0TGJopuGJZwyUp3Tqw7OHVZpiPkHVK9EEBsNt0BE5ICTMlyIQLo4LzHMA5ibfuU6e8dbblUJR/zoihCTRUZIPFvAGYeWFDzvNuwCX+2CkJNTQI9xTNnybP1lxbvkKzW5BpfJ4S5f6UvtSJnRcDKkoGzDRXxvLNlUxSN9djEnAehW3VD0LNgisDQ3VUqjAIVXlIeBdQal/kDHPpe36vVcJHA94DlciS6r47DCtvKixSFAV0q45/yQBPYdanWRp8ObZRdLmNjvq0hwX0I6ZBEPY/FGh88l2q06Hqqab+a3Nt17HUZACcJ6BIhFIA+cbKLYhiWiGn86kVlz5XlmUoWhJjHXfjDAU52i4zLUnunSwnpMUhCd+f7tCaF3AIUytr3iR80kdMCUeZZy5/Mv+MoZ+Xs7e3hxIkT2NnZyZ40laNaPiHGiP39fezt7VU8vFwucf36dXRdhxe84AV41rOelUva8/st6Lc6QPmdQRfPJYd69HBOu74ZyFjgpf/m0CjrA/1RXmeQyc0+l2UVA3cLivl+5Ue+Xxt7QaxhFtLuJQV9+i7r2bYAnsfIzdKmBbLWtZsCKA8++CAefPBB/NEf/REA4EUvehG+6Zu+Ca95zWsAAIeHh/i6r/s6vPWtb8V8PserX/1q/Jt/829w+vTp/IyPfvSjeP3rX49f+qVfwu7uLh544AG8+c1vvqm4FDc7kTZxsGUVtYSWNp7sGNuAQyfLujBZgHB/+BmscPT9aoW2+mSZgE/eZEFlXXv1s0rdhMI80VyPBGKcplyIAsvbkhnB026cGNDp1pb0nDGMQFBlGGTLnGfwx+CwTr4bBg5Tlfma9FsrtOO/LdhgC4W/szyic+KcS+5dzaNQZUSVLeEQfQGzoB1CSmvuz6pFJpn9GlbiEKBd+FZwsXCzvK6J2XLCa/KGpTnO+j6MuH79Gg4PDrCzu4u+77KbW84U4sJ0ETFqvYziKQOSdysEUWSw2+ZL/k2MHs4JqLF91bbOxS3XFestK0LXlW2w3qdkPpmrwdRssACWY/plnda0tbLEfrdcLqq5rcEoVpoA7bIDKrrC59NuKrkgQ8RyWOZ1t729ndcz8w/Ti/kaunYaMiNGAS8x5QFJknaag9TnGMounK7vEL3eizR3xdvJz2+tH6a3Xqdj0fCB9VTqWnWQc3U+8pGP4PDwEGfOnMlg7fHHH8fFixextbWF++67D6dPn85HnLDHz3p4WnNo15z2n/tb5KvOYQ1SWsnbypMazrP9sEaR9oG9FNarYte71WO2Xy25qLvR+HPutx0/f84bUDh3xOpQ229ulg7iuZk0r221m0IFd999N77zO78Tz3/+8xFjxA/+4A/icz/3c/He974XL3rRi/A1X/M1+Kmf+in88A//MI4fP46v/MqvxN/6W38Lv/qrv5oH/trXvhZnzpzBr/3ar+Hhhx/GF3/xF2MymeA7vuM7bqYrAOqF2EJz3CxwYIGk39WLS7b6MbNZy4qFrQU6fH2L0fge6zlhEGQ9QAy67JhatOECWa338mdqDapwZOWh/eG2znLiQkEskAqNV4FJq+/8Nwsh29Yh9Bspd6tgxBtQ4sS1haHvkcJKOvcBcpKtFT4c5tMdXdIvcblq/7Qqp4KjlhLQs19UBxUhWhJOpb8SYky+nqoehvL6sFjgYH8fR3d30TmHxXIJl+illUIzb3uPqAog0u6O5QA5wwi533qP7jxgwVf4ocwhh4X4NzfOCbEFo1qGR58qE1sPp/VCsVGh7MxCm3mP134IoTr+gZ/D60lb8d6VHWjMU3x4HBsXLp3lZMfHid3cV+ekVg6Dl3p9e7gujdE5BHj0TvNAyvhlnBoeLPJlGJZSDwera8uuKe0bGwoKSm677TacPHmyMhK4Xbt2DRcvXkQIAadOncJsNsNiscD58+fx8MMP48yZM7j//vtx++235+eyodZaewxABGCW3VI6J9wPC5b1sxb/Md9YI8nKxDJXqzKYq/IyQFpnsFtwyDzF3+u4nXeVd+pG8lbHM+kn0DwlBvh8oCnzYPGwroKXFr0mkycPO1xs9fgm2qlTp/Dd3/3d+LzP+zzccccdeMtb3oLP+7zPAwD8n//zf/CJn/iJeNe73oVP/dRPxc/8zM/gr/21v4Y//dM/zV6V7/u+78M3fMM34NFHH82uVtu0VLO2q1ev4p577sFP/7cfwc7OzlqCWEWnTMafKXFXlUwnlTwN8GkpPX6XReU2ttkCSBYN6/UMUHRh2fHwey1yFwtDdlwwCOL72Q0u4/HZ0tKSxNaNaK0V61rUJDe5Twv6lO9dcpW3QWGN5stC7zAs6+2UlvY3EprrwF25r7hzraC3NM0WmRMPkgU7KnR4d0wRpvU20nW8qs/s+9Ifq6T0XlYI3olrnvlLv9N1JNvupciVelE0QZCfJ2G3FpAcZU4dsrtcFbcMQKzxUvYfUGCWAVBSXBxWrRROLAm1mqynAKhWBMI3GobgXBWNrzMfKe8KSAhr+YXnW3n64GAPXeer02u1sVUMqAIWgKLKtPCDx2Ixz+tPzxSDlIRFdmESPywWi8Z6iZlvmYfWyaysbCjhmhW2zX0TGi4kGT7WdWysPGMQaBU0rz2m8TiOuSryYi5zNZ/PE60PcP78eXz4wx/Gfffdh1e84hW48847AaxPtOXnK1+25l4bK2BLb3lu8X4xrZh2/BOB6pR2qyssfVhWsGzltc390T639ElL34g88BUQbzXLL5Npn+Uz5+nxphOru1jeKL34O6bBtWvX8OKXvBRXrlzBsWPHmn3S9mfOQRnHET/8wz+Mvb09nDt3Du95z3uwXC7xqle9Kl/zCZ/wCbj33nszQHnXu96Fl7zkJVXI59WvfjVe//rX43d+53fwspe9rPmuN7/5zfjWb/3Wlc/ZAmBLRj9rhVNawkcFtApaWbBdRtgapuG98pbwAgbWh5f0c/7NiF/7B9SMz8wmQnWoxqb3sYAsTCxVOWPU3ToA76qQexVcsHdDr3XVdxr60KJXysSW78ULo3SyAqA8n0MQMh8FuAA8Tx40bdUisLukrEWuC9aGe5hf5HfIISXmFTuvfK/vV0NO9t6a32rLEijHDbSsbxlnoQXzC1uDhSaj1HNxEo4KsdBoHCVna2vrGA4ODiAJz7KVXudS51z5JoSyw6bUxegQowNcpHkSMCtgOPFAdKnQmwrbsoW30GNVmWXaae5J5IJuvGus3kkQESR3ItY7jtRTobWQlHYKFi1QVDqvGjchAQkJh4mCLYcrCt9qyClmPha6cOK9rAktuMjr1jkH100qvmGPquUx+Q0ANR1ZWfC48hqg0LWCE5tgz+9oNfZUWKDM97LsVaNFP18ul7h27RoODw+BKLVhlsslLl26hBgjTp48iePHj+MlL3kJ7rzzTiyXyxzitrv3FADa+Wc+K57MmqaWTmWMdcn3dWAsj9cAQWtEWUXealaXMRDg57T63tI7Mser3m9t9rkxRiwXCzEwuq7ypjPw4B8L3Lj/tqo6ACyX/w+TZD/wgQ/g3LlzODw8xO7uLt72trfhvvvuw/ve9z5Mp1OcOHGiuv706dM4f/48AOD8+fMVONHv9bt17Y1vfCO+9mu/Nv9bPSiMbJ1bBSyWMMrYnCCli1QZuDRVpG23HU+OZTy7SFpMwMzOi0b7r7/rxN16n/26ca4uirq+Bi9QKwilf3WyWSs8xvRsbQFuFRLTPqlSs0KhtYCF/qJg7Vy2hIb+zQlqPM7WPNoFXn2eGMsqrDGMiGOsjF1exHrsgCiyMY/D+3o+bfb7KogutFGFLfTrK+GcK1w6B5eUoUul7PV8oGEY4SLQ+1LTwMNhOZe6Gw5SBVRKtI+YJOGECEw6LZwmnqMx1ULR/ALOtarnEYiIuZS39lfn0NI9z1VYLZhmwyQ8VwpQKusSEqrSvBU1QrT4nQUm+ixV1HZNSriOjAoVOjTeEGIuXY6UaM+WvK4ZpZsCYFnTfWYnppPyySptVUatei9aig7KOuRFsteofNSxj+MI3eWnNGMjoKVoC0/W1Wl5222MEXt7++lokQ5hDLh06RJCCHjsscdw6dIlvPjFL8Ynf/Inw7lS5sCeHMxKk+eLG/OZlQPa1zYvCFi3RmnLwFF+cP7GoXc2PlpGDPNhNW+Gvio3eN0xeMn3o5w2z+9k/rLvGschh/SsfF0HrFoAyMraAnRWj3ZZ124aoLzwhS/E+973Ply5cgU/8iM/ggceeADvfOc7b/YxN9Vms1kudc7Ndw7OR/mNIlwAXU5iGcdYtvFpHQidZF5srFBi1BNm5V2OPAqyDcsB0IxuQCxELYxWwiMErI3ykRj4OCpoiPk9MRb3rVa0TU/IiggoCVza2ILV9wmT6C4KtrBKASztT2tB2edZBlfrn++1ls2K0s/vjKRwC235PZrc55yX8x9ybZoEAmO9DVPnRJ+pc8tjsBZRfl/XIyBgjDGX2c+7HJR8XibJuy7VQSm7M2QBlnnRcI6Y9loDZcifaeiLaeBcqSEDpLMwjDcoxnSuCwCEmHdleCSAknCVz8zr4TsnlZeTcnQhYFgsJUYNKdPtXAmZIK0P6VpA53toqfi+c9CdK87JOVCdV0AXZceNAvxUx6XFS8w/NtQj/RK6OD1cIMaUXRNlTagB4STOLgcARsCV8E/fiwt9HAYsE+CZdD26SVrbDumME+RnQ4vwGaE7BilJ74NUDYXv0fPOsFQkDwmMCu1HRKSaQGmLcggDhjHCe4noRHggAmOAJCBTyKb2FLZCgquGSfqHPEXXRv4caUfUah6B5mVwHSaXAKuWKsifNZSh8miaYaj3CBBFulwuEUPEYikVfA/2DzCOAbu7R7G3dx3ee1y8eBHee7z0pS/Fs5/9bMRY6kMtl8vMHy3DgvNSmEYMClbopHPbyIsS7zOqd6zSv3wP5zCGurQA33MjA8v2q9XXGGM6F0e9izHzhHcOUZRg8T2n9aJjsuCeZXP1LtelnYzcD3CJHYASzPN1ahQhSfjk/czMFyMQJJn4ybabBijT6RTPe97zAAAvf/nL8Zu/+Zv43u/9Xnz+539+PmmSvSiPPPIIzpw5AwA4c+YM3v3ud1fPe+SRR/J3N9u6VO8BkK2fMcbs1k70StvnIsZQb2VtKS670FXQl6YLut4eGoJDCGUnhUWkrMz5vVLfo95mDLBbNyKEmqm1umZR8tJUuFQgLfJZHGUBCjBTwXTjfAh9NtOJw08WnFh6rqtJoNesWj26gGrvFej8l2EY4GNJlFMg48RolXj5IM9qeaCsMIpRNlCPcUyHtIWsoL33GIcUIvMuFWJycn7FwGXcRYFKobQeMUB2UMQETgDEILtalDbDUFtz0qcSLgA8wjCim6RTaIMq/XKIW4wRnfPZe5CFDpNUc4mSJTiMAc538L2AtUlSAOwm952citz1XQb4+k6PHt73BUjDoeuSMELEEEcgSuio68p20tzfRjjLWvP5jBKgSkSOKJVr81ru5UykDoBLwEUtwGRHwEWHiZ9kYe6ibr13WJL3aAwBA+V7sHXsJzPAu3yQn3ceLp38LeBJD+LzCE623gcRQFmQOy9nG02nE6jno/PJGxlkR5yGsoaheHtL8TilWxq7JyFF9ONzrOS6BCRizHygvKdjtMCkGAgjtJosAwTrAcseF8g2dg4t5DyoxQKXHr+E+bwkHB8eHmK5XOKRRx7BfD7Hi170InziJ35i5dFWWcPvtnKcPWwsBzkp1uZyad+0cW5UMRRXAYbyH4/Ndx4ItWdUgZ/lJ+tdt62lj+TvZOgMTPtkPWXELWsyJnBv87C0X+vG5aG8UvrBRRBZv7mEXHRXXcYv6Q/WK84B0dUnOD9R+7+ug6KJTS9/+csxmUzwC7/wC3jd614HAPjgBz+Ij370ozh37hwA4Ny5c/j2b/92XLhwISc8veMd78CxY8dw33333fS7Y0Lpevqs9z6dHtrKNdGtoyXuzG4y/s1ja4VweJuaPod3qzBC5YXM72U3Mt9jmdgKbgsGWmDIon1rUWhYhhNk7f2txls0K2ViLE1enPxMZlabwKbPWgdoLA2scLKWCpKStjkPuqh0zBmceYeQtnv6vuQH6HwxP7Hyc678FhAj4Q8FWXJSruaYrB7jzl6E1phh6MN951BdHv8NnGBstXHuAycx67u4TzxHtRWptGWeaYcfrVBjPrBrhIEn98kKbV5fnffw4L6RtQf16sg8CZiNctSec/A9gVgvSblpKGVszmHS90ASruqmDtFlL5GGmoVvUl2ZyktZPKp93ycAItVKve/R93U4lsduT9/NfyvViS5WVtjntXJsuFnF1XWyPnStWYOF5Yd6LzXZXeZozDuV5LC/Cfb3DxGCnJu2WCzxJ3/yJ5jP57kAG1d65fGwN3EVTK1WGub1YuVFi6d0TALWVvm+BgtW1q7KXl6bnJTLuT9MR5ZXVodJnwN4vTEwZFmgjcPwPD4xdtvbhrm2Fj+71Zh+rWaN8hvpl1a7KYDyxje+Ea95zWtw77334tq1a3jLW96CX/7lX8bb3/52HD9+HF/6pV+Kr/3ar8WpU6dw7Ngx/MN/+A9x7tw5fOqnfioA4LM+67Nw33334Yu+6IvwXd/1XTh//jze9KY34Q1veEMzhPNETc/iYUazxNYWY3H586RaYGCFp7ynLpWtk6tWDT/jRoqYhTQjaF7wLKjrvtfNTnLrPQCqxDB9FjM3e15sXyz9uM82TML9suBoHVOuA1ut93ZdsYC4reuv02JVBhxa+pTxpBwNzx6uVTBW3TvWfBbiCBccgBFyZECHEEaMo/TfAqtK0cTaItV+9STArHC2wDOP/AbrvwVILW+0FBG/x9KQBbDNO9DnM/i34LLVP77WNr5f5yeXfVdr1ifLMooHJriQoi+J9nAp1q4hRJEP4xhoXWt4SizDfjKFpyRWyxvo6gR3IWJ77Za5V6WDFPJdEHCsK9xaRW3XAl9jvaItoN7qV4vOQKkMvfpdzRfK8/q5JjhrQuz+/j52dnaxtbWN/f197O/v4/DwEPv7+7jvvvvwvOc9L1c41XpBFkDY8dvfbADq9S1PnV0/vO7ls/YmCwvgtI3jiPlykYEXg5N1Y7FAXO9hmVz3DZmPLWBlucLeUD0Ghfveyh+yoMfSy849p1NQYCk3K2dvFpwANwlQLly4gC/+4i/Gww8/jOPHj+P+++/H29/+dnzmZ34mAOBf/It/Ae89Xve611WF2rR1XYef/MmfxOtf/3qcO3cOOzs7eOCBB/Bt3/ZtN9Vpfh5XJNQFYgWfc+JmV4ZjoNECMtYCUSZiRKkLQNE2M6XdDmwV9jprki1cttpvhFJb16wDBVY5WQF2I+ZhhmTUz+CNaabX2XHw8/SnRRNtdbirBm8tMJrvjXX8WH/r82zBKKQzVtTrwgqW6VSByTgCIXlRIJax/Dho9V5k61o9MpMVulvlwe9xESs8ys3SJEU0VpoFjtpkG/Gqu9sKNPsdP7Oiu2l2flpCq+Wl5LXQAohWWUn8XYqhjXHMRGgBMvG1dCn8pGf46DMdptOt/Nws8CNy+bsWL1iBzmOxnwPIO1omk0kli5gWClRkF1ZJMFWZp2EhSyemMQMVHZ8N5dyIB713CGkt2SnmOWFQJr/r+j2LxQLz+RyTySTVuOkxDAOuXbuGxWKBT/qkT8Lp06cxmUwqZW7nzoID/t4ClcViUYV3LJ/xvPG4y9+rAL0lWzMA8i6fV2Y9GcxP3G+7puzfK6CxcU3LcLDrxNY0UZ5iWlrAqd/ZHV5KBy5Q1/Vtz7fSl3/fTPu/roPyVLSrV6/i+PHj+Lmf/RHs7u4CKK4sy8CFUbrkinUZVPDJlcwIVljrZ9ZSUKSrliMfhGYFu77TThS7Mdn65M+0WQayU2fRdyVgDRizjKcC80YVfbkCqtJjSvkL9vnW8lsnbBT0WeDEQLLvp9n13nIXMp1UIEnSpEtVcIsVGIPE4dWrIUI0YJmKksUo95XYcr2FToxqB2h4JuVeLNOWui4lhmWwkBYxgwj9b0wJmWMI1Q4OOCcxXVVeSMIsplh7bOxISy99IjDLfCF0L7F7yy/rAIidX6sY172/BWS5T0qjxWLRBFQ8z+zh9L4Ib1b4vN4YEHnXw0+miACWCwntdYn3t2azNO8+5/sIGAAk4bwkcwtPyUzqNnIFqYjiydNdPXrkQ4xICZ/CBzGWk6GdxwpPO+dSSKhsSXdOgMZiuUDMifPCcTJ/qcpz5YXxAKSUuQIyobd4EOUZsfpOvE0hP5fn3/JJkaNauTbg4OAQi8USwzBguVyi8z2m0xkuX76C8+fPYzab4ezZs3jBC56Hw8PDLI+VJ/h9zA8qt1p8q39LOKnsMrPeKL2fQUINJn2SDau8zfTJn3kP+HIeEIOQGiSuAgi7hlpyEkA+8sHSxYInvkfHqWNVgNLSLdxaxgT3M/fXubXVhu3cxRhx7do1vOxlL/t/Wwfl6dA0iYyVrBWqhTminD1hmFMX1srZELF4B6zrXRUyUOLDHCrhRWNRPitXbrzILVrld69rNwI2th+Woa0HoxU6iFHqR7QYlQvs2UW2DlS16MACwoIQ/uFtf7z4+DO5jt3cpaaIHDc/YrkspdjhUkJnUGtRFp33HmEcQLZLFhAqmkL6LI4jYgIwFR84h5ieIacMR6T/l50WIWQwk+ni6tg150xp3oiQr04IbVlX3B/OZ9CdZxZE8vpg4aKNwxDrPJG2rYuvs/dAhWer8dzb4ooA8g4C6VcH2TmDBDJCSoRNSsV14hWJQIhIilyS3CfTLeQdchFwUXbq+Y6BQ/EQyDvZ85TmJASEkYpmkVUtfBozSJHp7gBXPJnskeAEUf3JW8Mrj23x4vVOz1dSMJdO5x2Fx4WHStK9cy7zpOZUyRlCLq8JpreOx86rzK3Ii8uXL+PwcI6trS1szbYQkzfl8ccfx/b2Np7znOfgjjvuwP7+flXjpOu6akuxVXbsUbK01dodDN7ZeGUDq8xF7UVUQMcApWVoVfwcZVGz/OL3Wa+ggszCs74Cn8wDyncW0DBNmpEDlHVjTxJf54luyWyrByt9A+TNKVZO8PvaIekbt1saoNj9+jaRrI7Vj3Dw2bXFpzgqyAFK4SxArBxldqBm7Pl8DudKeW+9hq06CwrsuQssaPV7a7kCqwzTasw81qJ4IhreCEjos5W+7DHShcSCVIVHa9HreOuCeHVehQocHYtes1yWRDvuq7VKyr8jYhxNgljJhSiCL1kYY8BApyj7TtzUfAQ709k7hxABDwelcB7DWOdFBVq0li9aQpI/871VPhI6KkXCaqAyDFLBVBWa8nOMVAckSgn+ra0tTKeTTHN+t4bneF75eQoUuNIkewCzAiXQ3zIcVHnoc7RiNIcHFRjr/OszeL0MgxaXC3Qv87nc30/E4zcGYDLZEpngl+g6OagvIsK5DjFEDOOY6JlOok4gkNcv8zHTByhbxFtKxfI5C3arCHRNWYAj63GJcRwqWWjXhQKW1HlE+OyVi3qaeAJgqpCFmwIkdlaH3rj/Ov7CowpOJHxzcLCPrpNKucM4YlgOuHDhUQzDgGc/+9m46667ctFB9dDKfNVVo+3Y+N82l1Bls16nnhkFPDYNwIZtCpgX4Gm9Hwoe+DkxRoxR5Ijygp17G47lvCy77m3yLMtGj9VwC6/Tlg60Rp6+38p9/l4/t0bKCj8Tn9Z8UOjL/fi4ASitidDSwUDJlRDBHBDGmJNG1VqzTKTPVeGrn/M1nAxo0autqMcTuw5Z8nWsQPR5ej8rBm0W5drn3si6tQiaFyo/z2bT2/5r6EWtXxWeqtx5sXFYwi5IayFyf23GuW2WLvLcVS8M94UXtve6VVdM6hBFMYUQ0bniFYlBtphGB4QEXLLrWLzliAhyuu5IJeCTYhuGuCJIgNVsd+0jAwe9hpWbfl7muX6GzoXOpfKVPlcKYPXVXNhmwy/cLwuo14VXrNLlMbUsMyvM+FrrWpfPndQpCTHVdfHo+pLQ6rwkv+qW6i46dN0kbbdOBwkGpFBHAgqpGq56YXxXaCbARXgsRvWkaP0TCrmRR6PMuQb/nPkOWCwPm+OzykXoJ/5+D4coDyrbPAGEsV0QyzfkjlWQDI4YfDFP2fnU+RmGJQ4O9jGfz7Gzs4sjR3YwjiMuX76CK5evYLkc8cIXvhD33ntvNfetxkamXQOFDm15uO651mOsSdG8lmVMq8qaed3Oh8x5aXZXqDY+d8t6PexY2aDqug6ItcfKgn77LOVXnSO+xgK7Vn+4WVpW+gDrecry1bq5brVbGqDw+SE8kdYlvlwuEUYgeK7qWQtdZloloLrF2FpSgvPWYqsAFWgwiFHlrE0/t8eqK6jgcdhnszJgBaD3thhhVXm3k2j13TxmXRzrMtE55MIWjS4kdk3q2K0i1udZASN/i8u5FLMr88cAiO+TnREh3dsWJjRyqNdhiCmBMIqLOwvz9F9RBvSOCGgiLGLM2exdynsZhxHLxYh+MpFzMTgEE1URCvBxlAsVxlEKwfnVOWSgUOZBwUmHUm6d8wJQ7TrjsbdAYctdzIpJ59nylVUkFsAzMNF1ZA0NXdO8ftSYYC9QoYGD8x0632PiOkwmcrDZZDKFc6keTQC6TkM/CkIdfFAgW6zB+WKJHOJxcr6RFpdqKWfrCcz91poURuHrvazw5LvEiy5W9LD0BJC9Tr2XtYEYEMYxeZFYIRTuze8FYNeZ/G5btpbvWLmqh0KvWywWuHbtKq5evQLnHI4ePYb5fI6rV6/i0UcfBaLDi1/8Epw+fabKKVvn6S3HEqzufFwnL3QeCg1u7FFmuc5rw7k61Fh/t5ooG1GvI+tBtqX2WxsIWD/ZMYlcWh1rFW5prGW7vlrfrQMP1pDU5/AYBYe3t2JbMHgz4AS4xQEKE866mNgidU4S1fRzbeu25jIIWbVayrkeyhjs9rRgQ5tlOkaZ2SXccZGg2n3HAprHzs+/EQixVlKrMfBpjcn2ne9hhcUAkQUDC3ersCxIsZaVc+UAK15o6xB5zJZGiYnzj55UrRYGcpKj4AZe8GLxaPKj7Abz3qNzgE8JgUg7YXzFOz320+4FhBm2trZzfQjxzoQChiB6SU8XHocByzDmk2h1XjgsUmjGyqOENixAtQBZfmqhxuCPP2eQqe+3fGO3tNu1oxYhX8NnCimw17CcXU96nxX8XZd4yk0wm0nYSnivT7SJ0PoiwkPJU+YkDwTEH5N+kunMayFEYAzLzNOad8UyxsoQAJVFvU7Q6zuckxPUQxwyELPgvn5WKroHDe/oM+qQJ4zykB8NyyptUa0voZF6OouSV08nh3pjjHlrsG4l1urfs9ksl7Q/deo2nL7zNO68887MP5PJBPv7+1hnuDO4tcDc/r0CGCrwV+9esrKM11ihHSc+r+ZirchSs+5sLpU1yvhZrBv4syqENI6QoHIbKPF6bT3DXsMynA1SS88bgQrnJL8rkC5letn+3Ej/tNotDVDa51nUxaWcc5J8NUqdAWbMVSVYPBjr4nMAVoCLXmPRPVBbgSz09TsrhKz7m9/LwIE/bwlIu0hazLsO0FjmXYfImY6WXvyMdYuwBZhaQgioFworKVWK9RiK16TlQrYhltwvFWjOlXLMMdbl5nUszmHSSSKm9rdFPxXqOp8FoBTL0c5jVgaQg7tQASWXt7PznJWWqtfS87h+zKo1U+cXtMbQ4hlrHNi5tBadXStsFbMgt1a6/m3XAysfoe8Evpui76YAPEJI3ovkyfKO8w4ifAZ+Y+4/h+T0M81/Ef5wQDoQMK8PyK4t4RdRaJr86gCEkbfbRihYkLkvORSFn2X7uq350wY3AQ4BLgoQL+cdqVFQn4+UQ0q+5sF13oXyrgAu0cBzqGBtGAYcHh7m/I/ZbIbJZIL5fI7Lly+j6zrcc89ZnDp5WwbQepKxhIMXuFHjfnJbXfurHgDlFwadFrDptexZlzL99c4g22qgI0nYln76Tu0DywMri9bJxfw8i4kaMp1lCgM8/f6J1uU6PWCjDHkNOp/lIr/D0sDS+8m0WxqgtFCaRW9Ayur2LpcH1nvt5LIy17gdP89W2LOuQXbvqjvdehNY2NowiiosBi0sLGur2VpEIkjq02/V4kceF7tJLSMXwbkKqm4UK9bj4vk6DhPxImkJQn1uG5wI2OC4LS9mDiPpe2X7MKpn8TyxoKreHWPZQhyLxV8dM67KxJewgFXWeb7CiNlshul0WvqpQMY7UW5OkmxdUm7Oe/SdbG3u0k4IOFclXw7DgL7rs3le6CIeES4w1QLZDMSF1xdkxbvsxdve3q68jMxH2phvGRSzR0T7br0fCraUt5mGvCPP+z5tv43JG6JjLQXZnJ+h77crsMO79rzvgAiMYczVpodU8Xd7e7viQ+bbvu9l905cFbgy1gQ0RnF1Ozh4VzwTXZYRzIPF6yVrVrYaj+OI/YN9ub8rO3CscuV57JzPh0EyqNF51F0lOUcAq0XAWgaIzoPMoYRKed12vpx2O44jrly5koHI9vYRhDBgPl/i+vXruHz5shTvPHos8YbPBfHKuG6c+9BKbF1nOHHfdXzsvdPPdJw2Abms4XKsAgP8lkGYepBDvBbIq+eJZayV//xMlve8JqNE8yp51jL6mGdsWoPSyN6f13DF4hFsxLTAh3iTWyHLLISz3FOA9mTbLQ1QABHWi3R2xtbWVsV4DCLGIbnHCEgw4NDQgzLibDbLi49d0MroarmrULAKXJlrGIbs6bFWZcv9xs9QC07HB6CKf8dYjhyXWGCslJawFqBbCS1wY9Ck71BrSMfEioPzcSydtTHYUuuTdzrx1kC9vmXJ2Pe0LAu5R7e7Kv1UqMg5OYCnxa0ADYhGtsSYwFyiX4gxJUn6dLBb2qo30TCGnLuiBYqG5RJDDPARmHgRJGEUxeS85EiEEDDGQSxd+JwqGVKyo3MOLhZwJX3vgejQTXpMumlRQtEhjHVtAwcnJxFH3Q0RsqAtDqEIPSNFz3PR+60Fpfk9dueOzhvPCXuyLF/ofCoPWdDE6zSDnMlMlEcEhuWQ+zmdbqf5C4joZI5ChEdEHBeA73P4Tl6elHLU0FLKE3LAdDrLc+898TfGVEOkQz/RQx4DEGpDRe4d4XwZC1xMuQiylTcqPbyDQ5Q5ixHjmAygzsFLuVvEMABpOzRkM1Y6yDDCTybJk5ZAQnpd7GQ3WYhAdFIwK7O2KqgY83MAJGBQ1oAYNday1fUTEcaSAG9l3bAcsVgssFwMWC4GDG7M3qq+7/H4xUuYHy5wz933Ynv7SOILyQ9zTuhkeaEFSKycYUOjBcKtt1llktZj4c/4Wub3GIuBKHQqOzVZzpV1A3jfVWuI+6v3MvCwMk3HoQYZgxd5fx0at7TQf+d3O2AclwAiIkoJBX3lMBR5LLyufWGPSALs3tXYJdPWwbti3OvdLsrBnNzfGCPC8P/wNOOnU2OlzUChTGYhjLhTxwq9sdXHLmdgNf7GXg9rRfG19hkMbPhaYDURseXS1XtarkB1P8YYARegOwbSXXIdZLusWmL2eQxWuA8tK0GUW31+TwtR8/h0sfH3DPisZW4tghYt9LcVTPwcu1vIAp5VOtfgkN/R5inZzaM7PrgHyou5ymcswsJ3JGDonoURmkKfAMRSTVTnR3M0tBy4js97AVg8N61dXwwuVSBzqNSGUlrgkGmlc2xDmzZXgWucsJei9cxJP02CXO/r4X2HvpukejHFiyIgEKlujSaGikBG1AJlcr013hi06txpvpoKZrlmQOcmtGY5F0qVf+KL9DvQHLAX1Lr2+168JX3vMU2eOe4fIIYYg4zs5XC+Knhqvbo8j3WYbzWPjOnBypG3S1tDQo0bDdUUoNnh6lWpEnv27FmcOnWq6oN9r3rSeByseC0fWu+s5bsWQFFP6CwV4tP+8kaF2otde5pZHq0aSuJpGsnTa+eeaWyNUauv1hmuIYx69ueKbrpRKMe+X1vLm83y4UZylq/XOijcgrk+j3FNMnar/bkAKDZ8YK27mE9ibBPZLgILIlqMYF3V+ntdHJcXlFXMfK1eo2EBa1HoO+U9RZGM+b3cf4eAAcAqGGDly+/muhZ8je27Cltm/haYAbCi9NjyYeHZAn/83BZQs+9tWVNKLwUsvBOl1W87/3bniFwnJ/bGWAtcK7x5jM5LddKWx60FpLquw6SbrgDFrJx8HZePUU7YVUs3f2YsRQsUgXo7u6UDezf43TaZ2wpKnmsO+7AC0bIA1bqhOfTep3yGKQA6HTt6WhNARMjeinSBPMo79F1P8qCWG0Ux0dp1mlyt4Zc0rk55XQwerbsSgm5JD4hxLLs5Uk/stnoeL3uURHlOV5Qr84fer63rfCXwWfZxs++2vKl9sWtNt7YCqzJMr1WPwqlTpzCdTjGfz3F4eIjHH38czjmcPn06n1rMycW8XqyxxuPRfnPf7fqx47PhRK6/xEU5dZ1ZmSK8tSp3bd8r/eDkPwr6eWeprgv2uLQ89/x+O9fOJQ+GW02gbc01UIMBC1YsL9jWArCtxmvKXsu5iX+WdmsDlCAZ5j4dCgZIbNR7jzGMQAyIwSG4tvLQv9s1NFzFvMzsLOhtXBSoBT/vNb8RKrWWEVdD5KYMnsM6UEYTwelc/Syt69D3k8qjwS57LlRngdc65N36uyUYrSLl99X9ry0iG/6yQpXpoffye6wLli1X23+7EFvAc1VBxFwbxT6Hx833tuwG7evOzk7eNl8lTU6KN0ivVe/JOqHHYEf/VsGstOe5Yr7geDXzAlB2vdn8LDvfdn7YG6c/dn4sH0lejIQHJ5NJUtxqFYpLmQukReg2z0JX6QvgfARCDVyEJ0q1zhiljo1DxGQyTYXwdO4CgA4eQDl3KUI8k+LliXFMHrOym0YK47g8V0AJq/KON6aNBbDMSxbACuhtexUtPXkemS+tx8HO13K5BOJqGFflZgghh030vJ2DgwPs7+9jb28PZ8+exe233w4Jz02r+21YotVs8r3+PZvNVsaq9FQ6M//y2mFPntKUQ0qlnlP5jD2yTOvKqIqrBi2vQ2tc8bzyOuDPmT4KpGNcTRpeZ2ypwcoygZuOj/tt+Widt7O0trHY+uxmwcqtDVCieEe0dgXnZ0jEt0boIRSBYHf7tJC6MpbdCQPU4aGWwLeWMU+wRbKt1vJOWO9NjIxO1cW8ygQx1jVTmFGZcTknxTYL0nQ8FunzmFgo87stDVqAwCq1VmNrytJX50GVAf97nZu5ZaVaQVre49F5lyzp1QJ3POcFoEQ0PKG5b9YjEULIuUH8LPXqKG253o9zLp0z1K3k+7TmXGPdDFxZSekcO+fqHS2GfnZbMFCEuo6Pr7VCs6WEdAs0A6IYHZDwhnOyFXYc0xk2XmPrCZik+ibL5RIOHkhygUFrmWOnEwEF+mnGc1/CMEJLwMtYAyJC9rgIaKFEbJfK2QPpKIMIxIjRudRvL8aV09dEwCgq/c2h6Uoxh4iAAi5aoIR5ytJbeUDz6lSBMyBigMKeOPWUHB4eYjabYWtrC8Mw4ODgAIvFAqdPn8ZznvOc7A3mtWdloTXeWnLEKs1MAyOv2Stl32E3K+izlB/0uhbQWCfveV5cuk83Duiz+NmtZ7T0T34m/aSIPWIMGPWIihiBdA5X9pnEmHMQlRQW+FjZa8fLf/Mc2ebovzfSbfm78HES4gHU2hJhrSdJ6ufaVLDFOFQeiVatBaCOYyqjco6LRf42pMSImRUF99kWYbOLs7V7wo6rYpiYpVzVfNcBscRVbX9tKX9WGtaC5kXdAhEMgrivrUXPwMJa09bjYlE/z5HODffLZutboNTyatk+cf+ZT7jJ5+PK3LUWfqZpjCvCbxzHqthVJUjiqsXJrmF+R9/3VbY8ULwe4yjHO9h8iBYQ0/7qgX16vXoCNOmZ+VT7ZcfM/MBeMV1PLRc6AEynkwxwDg72EcKI2WxL5lDzTKigWZTjhun9UtNGvpcQEAJSTlZpMi9jSiCUv5fLcohiNU9LXSey1kLU8A6gISF9P1IVWcSArpNkbhnPkD0OKh+YB5dh9WwZpR03vScEqVqs/GUVXT3Ost5a69GuZ1XoMaCSqwqc9/f3cXBwgBhlg4KClr29Pcznczz72c/GHXfcgYODgwrYWPDA/Gy9jnY8FlS0GgN5fg+wWp6eQUMIISfQClCrgYOlGdMtA1LUdOY1on/zfLe8kVaH8HfeO6Bj+YcMTAScROVGGVOM8HGVd/Q3e+R0/do+8j1N4AHxPDIAtsY9z5fq6yfTbmmAMplMIec89FAgKUAEkCqAGvooWfrKNHZnBzclrCZTyf0lXm0rSepkamVEoK5ZwgvAKnmgHRppLa7Vz0uCnvRBxly9AwW26LY+ZhAuXsRVeauFh9qytU2FD9ODmVWV0WQyqXaLtLYmW3pYYMVeEwusuO8tevNz9N/KC5bW1qW+CmDHVAR9NQfKCvvy3g7jsMT+/n7mL/3ensOUBVNo746x4Z3s/ejqczp4m7T2g3cIaLPjG4YB+/v72NraWgHy7Ebn5Fq9RvvFJ/ByOI/5igUXA9UAQHbEjAijGiGHmEymqQ5Mme+IAO98LmrnJBgDOadGdivpeTCycyQJ5CigYlhqPomEawRIpAqmkNo13nuEAej7DhhLjZGYniE8FFNf5CBCTeQdxwA+L8f7kmviHKCnareUN69TBnWZ7qEkoOt8q2xjucZePqsMFSjNZrMMnnRdeO/R9XUOxdWrV3Hp0iUsFgvMZjNsb2/DOYf5fI7r169jb28Pu7u7OH78eKWkWJay55XXtTVYWsYGG2+8JnisrfWuvMagkOmgsr3w52rtDysj+Nmhkf7Ja6oFQqyBYGWN5QOmk+07y811Xp51oM4amUxHpnXz8xReZeBjdQXLmo+bbcYFHHAW9xJA7crSxkzJAtNewxYGAxB+Jj9L383eiHXMYd2sdlLXoX9+Vt4lMpbDtbpet6dyaCltl00n6a5TdPxc/c3WNC9sphnTw4I8VrT6HKAAIhYqbEmqkOW6J/o8BlY8Bl44bHVxX/V7ayWyIreWI4/fCrNCr7Dyub0+z5H3iCkPpAVUW81ex7ym71Ll5b3HkvKL9Hu1UNXKtdaZzgsDtq7rsLW1VQEn/d06F8nSnZ/Na4jHay3kihaOtv76WgGLZ2cJndqu6xAA+BSKcIgolYR5J0gpYifv03eW2iSyfnROBXwsl0nRwed3ZusVunVZAM4wCNicTHrZSu46IBZrkgElIAX/Mn1QKuu2gIQNhfEa4zw6K69aPM0gn4EnW766JhfzZab/lStX8Pjjj2McR+zu7uZ5HoYBly9fxtbWFl784hdjZ2cHu7u7WCwWFbhh+ch830pct/l32m+WQ7bPdi3xc9bJXn4+g5fQCEVYsAQQf/vMRM1nc7Og3YasWkCCZbb0UY3yspsMZneW9Rjx75aBx59b+a3gcLlcVuCv7ye55pA+T9/Tkm1cKPCJ2i0NUIZhXEHJQC0cgVrI82dW8ernLBz42dbit89ki3ad9a33tRRUa9Fwv/i3tTxVuOrt8g7keB9b8qzc7TvsZ7qQWouaFQwzsgUPLFTZY8NZ9dy/Fl0tze3iaQEIphcvegtQOFfDel3YG1H3K4UGYg3m7PsrgJTewVsqVYi0wGwLwOjn7OHhPI8YVpOqmZ9tXohaqVZIAZKIyFb7dDqtkmzVJa704mew8GvRp+bdOjymngu5zUPOmpH7lssFFoviGe26TjyDOfRD6yRqf2xItSOlPiIELazWQWrHyKnGIXSZXiEEhGHEOLoEWpbi4QlBaqZ0akmPGIaAYVjAO49JN4X3XfLCi5s3hgAXJTfFAYijJNjKOlsFoyz4VxVwDVZYPrGM4/tba0j5oKUop9Mprl27hqtXr+LwUA4z3NnZQdd1+Zydg4MDTCYT3HnnnbmUvSoy68Hg/mlfWuUL7OdA2fWk65ZBDCtk5ikLsHVs+tuCdf28eN9X+Zr/VtAeIxo+lHa4rX5Bm3uDAABCT0lEQVRPvTOJn211Q0xVg1N2iZETxRun69H7cvQFj1n1HvMG09yOeZ38T3+syKqWTPuztFsaoIxjTLtU2FviAMjEsJLUmgoWzLSUQEuoArWyak4UNUb61iW2LqfBWqStpkwieQAUmsCqtcFKo+yAMDkOa2hgr7F0UzrxM/kZVlmzd0MVm7Wm7L9ZEFmwCKx6evTZLWFgF6c2te5Y6dv5sEJTrRe1WpimTBd9fp7/ZGVZ8KzKwYKzGGM+mJA/Y4EBFOuz73t06HIeCoMEtpZb/WMrnGmoip2LDfIOFAu0eAzWM9ZSAhqSsBb2MA6ZzkA67yMGLOaLzMulpHuAyzVQfArJdPA+IgRgHOry/32vOSoOMXLxRilkNZn26b2T7BUZxxHLxQKdTyXQXcxhG+ckt1bGM+R3jdEjjlIhWMYbIFVZixxST88wSN2N2XSrmmdtLSAHpKBSqNevBdzWw8A8wOuK1wjz13wxx8WLF3Hx4kVsb2/jjjvuwHQ6xWKxwMHBAS5evIiu63D27FmcOHFixQujXj7tY0v2tYy+ljHF6xzACti3z2C+54rQel0LoBSgvFqZnBW1TfaW+Wg39loyzdd5Uy1gK2t3dZw6Bk1yrtdm4Q8rW6wHXI2dqnJ2rI0gADlUn+fIlG+zINq2J/i6arc0QJlO5XAwbSyAve9WFl2Mqx4Svc8qh4rpiElUmGtbh4xZUbMnxT57HdCxoIY/18VUue6iA4qHMb9PsHZdoMoq1HV90T5Y16lV2CzMrNKyAomBm/6b6akWOStLVmJFmdRbau1OK4v2ubFFxTSYz+dNRdoKx2lBLn4nUG+rVXpU4a9YKwj+zfTNf4dV61gtR1UAtbKR03c1ZKN04a3lrV1pvMWY87P0ner5YoHPtNS1Zi1N5p2yfXM1TGHnq7UueDpVIKvx4VNYx7mAGD28T969KIYMUNZM1/FxCM70QQulMaBJ4SYvlVrHYQnngRAm4ilJc3dwIMmhGk5DAJbLBWKsFYDSK+82Ud6hU6h5/SmdbMjHOYe+66DF+bixUrPrr+Xl5f4wT4QQ8NhjFxFCwIkTJ/L23sPDQ1y+fBkPPfQQlsslXvjCF+L2229P4a1JpdCUr3Sbez2nLs8hz6319thxcTjS8pxdq/osVqqW/1ufWf6zgIBDdjFKTlNL+1p5xH9bjxXTwD5Dxq4hyVWPvMoaBlJC1/UhHruWWbZY4GpBVukXgFiPS8dgaXmz7RYHKNMq0bCFiAuBOoRQK1dGwgCqRcIKjBXIjdAhK2P7Hl5wLHxajKvjse9ihpEcjRporPYFGIdiAbf6zn20jKoMyWft2B/bb+679o13z7SsKyskLZjRPtgFxeCP58b+ts16WVbBjNJErF49LM0KTe9kK3tLoFkBGaMUapMqpYk2qX5PiDXolc8kHBDiCC6UFULZtSEWeRqDd+hiB9fJM7WmCq8DC0rZu2NdyuxVsUqR1wULQ/7h59tn8vuZ35l+vuP8CZ1fj62tWeqr9k0qncLTrpZRztuR9yq9A0TcKd0GjCPzSswVXQOVX1eACMhpxkgeEO/EbTKZTBBSom7ntcaGhNrCGBGTlzfzXJTQDtL5PVHH6z18h+TFqXfysAJnheicy3Sy88ceMbte7XX6m9et7tLZ29vDdDLDiRMn8jWHh4e4cuUKHnroIezv7+POO+/EkSNHEELZFq9zb3OhWjJN543nX7/jtZTnhIAV51joOKw8ZJ5cNTTqwxr5en2tBSbcZ/7MO5fKBWLl/erpsXrBggYrS3lc8s4RGuapr3MYx9V8o0zzBCQiYnbzxPQ/R3RjnuP+sxxZkf1sGVOzc5ef1yyY3263NEARz6nAN+8dJpM+TYgqlmIJ6YRq40UN1O5EZuCW9az3AzUKtYleej2DG76fFyz3TYVL631wEUjFoUKM6fRMseZVYFeArarpULcW4FjXd2Y2y6hZYfu6xgi/R1sGKL6TUvE6pCix+T57V2TBI13LzQIbKyisAGIAxOO2z3RIOQAuJms2IMQxx3U1By7kxe4QQu0mtwLGuWLpy1k/qjChu1CBOMJBlUlK7HRat4O35EkCaAcgepfn3fsO3qWcmDACJIx1PnhbMnugeO6YZir8W7Vx+N/rtm1ykqUIsYiIgBhG+L6Dg8s1I5LeTu8XD5CHQ8CIkASoGIFOQivJMyJdSPPq5brRQXI6Uug3C17n4TECARiXAwILYC8HNEanoVDi7ZAKsIWI+fwwcSbztJzzNYYBcQR618HBI47C1947lGwTlw+JjIgra8t7T7Qp/O+cXC9nbempxR7Op6TdKAUqhV+A6JGAkAdcqsMCCRfqLiXmV513BSDeyzlaly5dwnw+x5nTu9je3sbBwQGGYcCVK1ewv7+Pe+65BydOnMDtt9+ed3tZWWdlnjXG8hwYIcWyRfmIQw36Hk6oV7nE8sAaqi2l2QIE9nMGfLyOtC9eQfJKXkgtF1oyy767RafSZzbGymfldvW0iYfQJYZwEQguLbTkcet8l/jKiQxOusJ1rHP0wQTMxlhybWKhpQWAOj8runNtIGy13dIAZRwGDMOyRrE5Ua7EEIHVbbssoK2C0eZ9fapqC6SsU+56HStz2w99BiuSdYtKWkje56haHREB6UT3KgSSlQU8OEfHLgjbZ17Yen0L6fMY14GtlpvWJSEquoUWMcqhjvpOzqrJx9kQfTiMAKy6IG1fmf48RgBp54dU3ZX+y1ECssjLLg/nRFdGALEh4JVGbQvII0JDV/zdBHLuB6DVS/PJxK5PfUkH1kGsJ5+LkgFd2l4rliCAWIeZ1JJlUM1Jo5yroH1lr4ulZcuSYnCyQlsn852rHQPwnudM+TNZYzFiuVgipDokfTqHxwFYDkvktJwQSrpgcHAecqoqNLQZ4WJAHEZEnwCnG6hTxQAZu7Q1OYyVfccW9rCoZY022UYcEmjqpO6EEwPKdQBSnkp9rxTU06dkvu7qwxS1nL7MQeJdXxImQxCq1eBg9SiOzJuwW6QLEJ3P5+i6DovFApcvX8bBwUEqUX+Qq8Aul0ucP38ex48fx7Of/Wzs7Oxk70Brhx6f0dSyplu8YxWcjoHHwt4h9p4zj+uzFcBw/R7bWFZr67p0jEJczdmxMj0r78bztY/2fdaQ4mZLH1j5G6PKpSIHtC/lHghITXm1CnhLBDMBkxCzJy8iYowD6CJ9Mo2/SyC59pZa2lqgxn1/su2WBijKOEoIdSFbojDD63Uaa1Nrr7V4mNl5MizyZ29Hi/ntM1sovKX4WWnIAhLhhFgninFrfcbPtwu5ZU1Yr1HrmZYGDPb48K2WYPLJLW8FE4Bcg2GlX10BFpzsp2e58CLh8dr323fqfUMY0HkHrV6qrnZV/OzV0ufws1sA1QoW73vAuQocqHdlXfEiVWa1NZPoaEB3Aej1dnAb0uK8GO0DKwJVWLbeRAvktoB1K5zpXOqvcwKoO127PgvGUmEyYhiHrEjhHHzygA4mxynTCQ4dJB/D913KSUkeRO8QHYo3BgnUOIeQPE9DLHOpCk3HUGRFyetSK9A5ATURQNfX3iTnPfpePB2Dq8MYfEou0y/G2kOlSl/nxOY9SNLtatha12TLbR+7AvD1+UrTxWKBK1euYBgGnDx5En3fY3vrCGKUQn1Hjx7FS17yEuzs7OQDADlEYufGGjdWbuhnrfwGpr9ex7LaygJeC6sKvS2XmW42twKQ9QQUUN9KjC3/lnCtnQ9+F1A85GwE8DtsOMzSQ72s8rjiScmgxDEICHDpmAenXhBPY5SFkDoIeHiEMMo6yrwMlMR0V55jQKOOwXpmrYyMa3RUq93SAEUTsgDAxhFtsyibY6RWGbJgt0mfKiy02Tixff+6GHzrfsuUdjE7p8C3eCh4IdiQlVWidnz83icCdQoGW40V/eoiL+/J4QLIYmnFfW2YLPfDr3pxivIrz+fvq/tpPnjeY0yWXxjgJz0UDHAxstZ7eQFqP5RG60DLGFarHFuAWs+Xnhez6uXjOVo3XgYJVnk54iGdF5tEyO/k8awL+2lj4FK8XOIVEvovMQwDuk7oncsFwOXdQi4IIBDFWMrxl7GpFVl7MhTQ6bH3OodW2MM5RKceGzls0zkJraWUo/QdkvvOoev6ZvS87ydmfcjOHS3wBsjYuf+cK8EKMpqqn0oPvZcNK1EW0kUr+1prOF/jCq9pWEcTYh9//HEsFgtsb29XYcHlcolr167Be4+zZ89WfM9hF/6bea0ll7WPlpdZjvL6WGcgWC+1BQJWBrT60ZqTcaz71cqh4fuVVXjN6Xc2H0ibBY86Xp5jGy5tpSawzLKtJctbcl51jIfkytX1ZkiXxHqN23dwszy+Tj+va7c0QGm1dYSwSsUiZr6Or7dI2C4Iq9hbE8DvsCCkZQGsAym5f65mTAu8KkWEWsEwU/GC5G2ALbrcqLEVvW4xVIo7FBRtx86eoWq+fNneqmO0YQkVqLxTgt/Bz+PWdR2CiyvXWcvFemisQmCh0lyIsSTEskCy4ISF4jCM4jkzNLQVNhkcBcMHdjw2fGOTaZnGNwJc/D2Phy1AO54QNBQAOCdFzZbLAeMg1mnZysxzu2qx2b/5HbKuPCQxtuaxHC5xkCTVGKt3SbhMclzE7S3/9k7yPFpzK9uWi5EiAFi9FBGS0FuvqRhRWecKrHhbLs+pzg3zds41SM9srhvi6bzzpfdV1ethGLBYLHDhwgUMw4CjR4/COdmps7Ozg77v8eijj8I5h6NHj1ZbWRmQ2G3qLR5fJ1usjOQk2EKz4tG0c88/LENY9t2oMZ14nfDfvEZYjuf7vOQQWbBux6efK7hjL5fyv6WhzeVogRRLK0BAtobPua8sO+s5CFLaIKKSswC90xg7LPu0WbrrdTerW25pgKLIn4muzRKBESNPtP62ipU/18lXolthoffYGKadRLtIrHC1gpTBlgpSSbKLK8Jn3aLm8ej3NknOjpPvYYDBn7WEIQsuS9sK0EVx51vFwqDCNvscFkY8fpt/Ymm7Tmh23SRtzy1ncWi/WvVBmF9afGSvk+d5uGiEGo3DPkPdqhraYf4peQm1C1wT4BR0rHOBW97jsdlr9TdvRb4RWFAlraDReY9Ra4AAgO8R0k4b3zsR7BMH53uMcFiMI5akiDvfS/Koc/lwPf1b3dVWcdiExhgiQtQcLvlsGAcJwxjF75yj6yUptXcOGQrEEuIRWtJYU6n4kOYvhiDjc+KpKXwTEVI2U4BP7nUH1wC+mQ60RTyDQMN/zB/Wg8TKVud7uVzisccew/nz53F4eIjbbrstK0mVeZcvX8alS5fwjGc8A7fddhucc9WWfH5268gGG/5pyUH+zTzLu1/0M/t8ls/WYn8yyrD2mozVmJj+ep0tbMiycB04tMqZ5QSvFyvXmF4xpsRnOEQ9nds5IFdST8FHRdbpk8BhHOdyUCgko7SSyzHCd/K3bM/PVKrmy8oPprmdYzvmdTK+1W5pgNJSQvxbr7HggD9bBxAsU9ntbPZ6oJ0Aa993I+XASoe9EtpCSEed+fbWTvtuEWB1WGDFRWyQrVXk5d01ILEMaBekXsMMywic0ylYOSqdrQVv+8TXswBk+q6zFlipF29CLTQsALF8ZOnDAMM255L14QDnVs/W4fvqBa6ArRaA2j8b7xUhIzuRWnzPjfug9LY81QLJzKc29MO5WDwHIvgAuLIzRe5Ri36C3klMXe5xkG3d4gnx6Rwd7z0m/SQDDNmpIIiD142sVw/v++R90sMyxXMjwAZYDmM6TFPBU6mdosmpMSLtqPFJ6EcUkkYgyinPIY7wvkff+xSykkRmUCJjfZgg4ALzWQRcnZ/UCh9bsOFcXQWU+ZXliZ1nBRLz+RyPPvooPvKRj+BZz3oWptNpTpYFgAsXLmAcAp71rGfhnnvuyWGc2Wy2Ajz0XS0+sPzU+p5pY7182lq7Qlrjbq2v1lpY9zkgPDCOYeXaVp9jjBjDWIEXu165T/o5n03WSlFYeRd4nazKab39RsCMwaSV1yECzmm12loWZoAVaw9Rqx9Wt1W0+njZxQOs7lxpKWqgDs1oay0UvsciZ2t1s1JicMIL5UZWg1Wi9vvVsQpK5gXIqJwFQ1HKDlpHwgIU732VZQ+UrHl2ZzLCt3R3zlWMzuOy5+lk5UFzZoWcdd9mqyUUUMXKVK9tuYJ5vPoZC/h6bse0Zbs8g2lmQYVdgHaM/HeZX5/OTCq5NuusSwUouruIQYkKQS6+psm2Qpua11rKa/VdNe10jlkx6vfrgDfPf1VbKATAdVVCcIxlJ494BoSHvJO/wyh1ScSa71JxNdlGD4dcS0GEakBI1p53HcSN5HN+SQhAjA5hlIq0rgO87xOIcYhRStwLduJQVyCBD8WJ5d9OetH3Qz75GS7VpokOs+kMzhePReHDwufi6RH+E1DWNqqsPNDcFMkHsMBW/q2Hg9Yhz5gB7DiOODg4wMHBAW677TZsb29jOp3mxPP5fI7FYoFTJ2/D6dOnMZlMciE6Xucsh2weXgvAtMbT4lUA1anP1ivEnhaWiWWsbUu+xfcWEAIlZ5D/zfdZj4iE29r5e1Y3rQP1nNPTul4chquGtB2jBXYWALX4RT5g3cR9IOOTQJDVq1aPWv2mz32y7cn7WgA8+OCDuP/++3Hs2DEcO3YM586dw8/8zM/k7//KX/krlQB3zuErvuIrqmd89KMfxWtf+1ocOXIEd955J77+67/+po5frjpvLLgW4rathdTXoT/7fF4gdkI4RmkbK0ctE2yfbZ9l60/YMVp3JrAa/7den9bzW2Ee/nzdNS06t5SV9qtOUq7pzPRVpcvgJEZxRfOBdjo/lubrACGP3wojHsu6cfH7eE5DkOJUh4eHmY95Plng2B0APJf8ruJRGyv+aAEhW6uE+wrUuSpKP5swbvlbT7RlQcnXPBkFqn1QgBFixJhq97iuw3Rrhq3tbWxtH8F0to3pbAuzrSOYzmaYTCfYPXYMR3aPYevILqZbW+j6KVzXYznIVuroPMYIDCEiwgO+Q3QeAR6u6+G6HsMYcbgYsFgOGEJAdB7O93Jt9IjwCOk3dAs4PGTHsANcB+e6dJ3Lz3VdD9k/LPf6foKtI0ewvbOLyWwLfT/FdGsbR3aP4ujR49g+soudnaPYPXocO7vHMJ1to59spZ8Zum4KuE7emXboTSaTXCCxtSZZiQBlw4CCEgWtvM517Wn46/DwEI8++iiWyyVOnz6Nvu9z6Obw8BBXr17FiRMncOedd2J7e3tlzdp5V+DNIdFWOMYqXl0jvIPF/ijv8jpU/uJCkCo/tFAhy95W6EbBTEseKkBu1QNqr4W40m+7trhYJYclW+uppexDFI+hVErv4RIgj1EDNz79yGe65R7eSX5M38mGA0TJw0o/tBloZU2vk5P83TpdpTStdqHdQD/bdlMelLvvvhvf+Z3fiec///mIMeIHf/AH8bmf+7l473vfixe96EUAgC/7si/Dt33bt+V7jhw5kv8exxGvfe1rcebMGfzar/0aHn74YXzxF38xJpMJvuM7vuNmugKgnQBlmZ//biktZeAWo7TCKK0wj520de+x3piWW51/tE/luYB4RFY9MNx/XZBAsjR8KQnOY15HG1Z0LQVpwaBWj7T0trkw2UpIFm+L2e0zWjTifjB9WmNp/Zv/LuGu2j3K77Hv4Oe23qX3c+a+Ls5Iln9LWNc8JB4zpp/+XicwEQsQUn5ogZU8FyvgsS24WzzRAnXaN71+DAHDGDDGKLVKOtkNM5mIpS68WepNhBAwhojJZGY8eCMwAqmOHuKQ8s8AzGZyIN8wLDEMY9oG6QUUqbcQRTiqYo/GQkS6D2kXTvaQEh1lRmLur0AZ4Z+u67G1JYmrXddhOp0ghAEu1Kf5ynEOcwApRNkFwDnEGODGdAihAZotPtduO9TrhsMj+m+ea52bq1evYhgG3HnnndjZ2QEAXL9+HZcuXYL3Hru7u7jjjjtw/PjxyhOjz2JgYPnXguVWCLQFai2fW/ljwQTfwwDDVhbXZ7WMq5YClnfV+Vv8PLtWFfxZg7clzxmw8TWWRk19Ep147lzt2XHJs7JC1xjLjjTqU4ixxiN6Tx7vqg7L+ta8xxruTKeVXLAY/9+FeD7ncz6n+ve3f/u348EHH8Sv//qvZ4By5MgRnDlzpnn/z/3cz+F3f/d38fM///M4ffo0PumTPgn/7J/9M3zDN3wDvuVbviUXA/qztpY3xIKF1qLgHJCW8rOLwpblbjGrdTna/tjQgGVkGz7SEEEpGrbq9WmGnOJqjNVa7C0a8UK8EUDRsfAi434oLRhMjuOIMIwVXflaOychBExm00wHO1frFL0VdC2EX+YYOeHSCipLH6vE7fZcfobG+ltg2jYrRBGRChHW1TO539xPEQjiDWBe4vAMg6dWfxikW3e9cy67/62lyONlxSVW7SgeigywJafDu7p6rrxDC/YFBFf6oX2ZTCbQbcHDkOga5VmII8I4YIha0M6j81KGwKX9DPngvhAMSFGa8S6yPHL5DhqDlzWogtalLfAxSOjoyPYEMKE5tiJ5zlSAy+cRcdlhDLUHyxpF1ZygDnG3QhL6DJ23xx67hKtXr2IymeCOO+7IXt3r16/ncO3Jkydxxx13ZANTPRMt2aHvtfLXrk/tZwukrAO7g03kRB0y03EqT3P4aR2o0/nQ6+xmB54b2yrZitqI4t2Vdkxaa8jKUEsfHZ99RlB+Dav6qwW6qvGu3FHTfuVZ2QhmAFUKTMZQy4SWjtC/WzIkjHU6w43aTYV4uI3jiLe+9a3Y29vDuXPn8uc/9EM/hNtvvx0vfvGL8cY3vhH7+/v5u3e96114yUtegtOnT+fPXv3qV+Pq1av4nd/5nbXv0iO9+QdgRbnKdOvQuTZWqE2kmhorshYi14XC7nNbCMuGBqynpqUQy3fSDxvOsPezW1cFjnPJlceLCPXz7HstULI0s7Thz3mstvYEP1PPB7LPteCQrQ3uD8+JpXfrea2+t+ho+8rKnHnLAlb+m8GWBTBcq4cFD7u2q374VcCjfzM44PF7Om5d+673qvtf8xdUYXJ4YDqd5p9ck8StWsMtfm2NSd+7vb2Nra0tTKfTJPjVomf3vXgxYiw7hhiIWgXICdWLxaJSoKywWTlnnknF1YJLhTadq1zeARFDCBhiqHZBRNSywyorlQXDMGK5HBACoG74cYwICcRMJjOpq+LkRGMBSB26FFZgoGfXZcXL2fBdtdJtizFisVjgkUcewYULF+C9x9bWVpVD1vc9ZrMZdnZ2sLu7i+l0msek72EAq2EUy6OWVxhotgq7tUKHOn+2SB0DMn0vj/FG47c/rXBSWY/jCg/avur7W3qkdQ/3lUNRzO+t/hf50qGEdQCpPN2lnzq8k5kjljVZ7fgzrXy26h0mKla0ZJnFtLC1W9by7xO0m06S/cAHPoBz587h8PAQu7u7eNvb3ob77rsPAPB3/s7fwTOf+UzcddddeP/7349v+IZvwAc/+EH86I/+KADg/PnzFTgBkP99/vz5te9885vfjG/91m9tfCOWkkySLhBAs+UB8QfHUIdyWspKF4NdbFZp8nMsM7UYs4W4+bd6RGQsxb0m8UMAkZJBvcYhXHbna9lr/Vx5MoSAMI4AupWtmDfyNLFA189bTGUXY1ZOqbaEBidiTGYqhRlAhcd0W2xTsBBDswtR6W4tS+2/Xsd9s0Ke51h+qNy6S7Hb1PWum4DPdlJek3lQV7JLc5EsjTjCRYe+rz1HzgHOy46QCKxsf/Xe5620klTbQbPmtTS6vE9KcQPAMIyIcUSUjaoIQfJXvO/Q9+q5KGCXaS18FPO5OEw7KS8vzxvHIGspOoRRrOkQyzk/7JEZlkvAiZdkOplgMt3CbGsHSDthxqDJ2+J4loMRneykCVJF1qecDAeha++pSit0a3g6OHMcZMuy91U/GCRaBRhilK3LtGyUw7tE/xjTZ86h05OGY6zc4Q7AYrkEYoTvOozDkM7Icsjn4MSYwElJ8JTPijKUxGcAcQmf+jzpp4jQRN1I4AhwMe2GSDzpfepzoLBW5+Ugw6SglsslDg72sVwusbOzk0HddDrF5cuXsVwuceLECZw5cwbHjh1DCAGHh4cpPFBAmTVmOKzChhk3Xrd8H39nPQjOlbog/Dx9l9KS55uB/jpjqwZBZW3oulIFDYyFT0luWMMpvysib00P5v1ZtpGcdkCuR+OdR+hLUr2cUk3AJ8ueoh+037qbTeXTKrCIyWMYs5yRd7qc963y2kN2t4mMDunZ8nw1ZmJY9ZpYPdDSn2zwPdl20wDlhS98Id73vvfhypUr+JEf+RE88MADeOc734n77rsPX/7lX56ve8lLXoKzZ8/iMz7jM/ChD30Iz33uc2/2Vbm98Y1vxNd+7dfmf1+9ehX33HMPYhwR4gCtF9GxkAWQD9ZDTAhz1e0PsHt8NV7Gi053T1irkS05iyhZGfCCzILGA16lYwxJDAlzyDvKVkcHYEhZ7XKSbgRChPN6yBmAoDsChAgRq8XhrPXRcs2qEFBhZ0MCFUARJCLbMdOBWUByoyuw0FNa4eD7HhHAMI7ovSSjxWRNc3/YWuvIrcvKlatd8pzw39arweMoi8XlBLQwCt3HdHItIIW3hHYyP5Kk5hCiQ0SXypwn2qKULR/GIjj6fipCIYTqlFw9W8bBpb8j4qhzQOAxys6Wru9QRIpDP+kR8/bidH9UoIKm5SnjcKmuQkAcQxp/6olTECXzq+GYMCR+hCjtkE/lTSdRI4EzOPRdh9nWNiazbXTdtijkMMLpmTJItV6SI3cc0twGYPQDQixrbzKZIIaSy5HXICK8l41Cdu0CxXKUyrUUYgkBve+EbxW4jRHjMAAxhVwUSI4Bg5O1KTldPhsAMaEYlwBCN+nlMMcofNKRF4w9OXb9SZ9HxOCwjJogjSQLZPzjsEy7hjrhyyh9lvvIY5sOe5Nt1fK+63sHePTRR3H58mVsbW3h6NGjuR+Hh4cIIWBnZwdnzpzB8ePHs6UtCikPocphibGEqGxIajKZVAraGoE3MupYXoUQKg+KvdZuO7YyufCDeK5ajWu3sPxWY0qf3TI2Lc/lOjYJyArwT2EpAkA+1cTx6XbvkLadp5WtJ2BTWoH3kpQtQDWd1QXOadS+FgMKiMKno5Sv77sOiMAQRnjnoDavEygMeI+gdHIa7tHaQJIDxjTRZo17pRPvEuXfT7bdNECZTqd43vOeBwB4+ctfjt/8zd/E937v9+Lf/tt/u3LtK1/5SgDAH/zBH+C5z30uzpw5g3e/+93VNY888ggArM1bAYDZbIbZbLby+Rjqiove10q2/ATY80mAwtDWfanNxtifKKnJCh62DOyzFaDIcekN92YCKqLrC9rnLcI6Hn7HSl/oZFbuk7WCWp4F/tsCOm5C3zr/hYUFjzn9kUNP/F0zoSr9aAw8hzL8auLdOsa3c6rXssALoeRB6G8Zg45HQRNZ/66UVGcrmS0sBludekeoHxVdqPGYVPmKFSyWt+VFScxUuShVVG2OT3me8SaMvFtI5yikE53TPIQyH11Xwk8uKVDnO8DJNtmu6+E7BW09whgwDPPyLMM/2UBMz/IeUobera7nlvUVY/JYoD4ok3miAtT6PJ2DUJ6jHh1WNvq571Z5rgXw87gAOFfzM/9t10gIA8blgIji6hegMGIYlllZCxBO89lJ3RZ9hg2jTKdTHBwc4EMf+hCuXLmCY8eOVVvSFbgdOXIEp06dwtbW1gqQUmXH68uOW9evLRPAc8eAhuVPaz6reYplhx/TrpWb0+qX/NYZWX2XPY+Ix2hlntUF3GwYp5UPZGnS0mstGajP7ieyzgrd6t1+rH+yERxjTg7XcE8cA4Kr89j0VHkFPQ6Whqv0W9esAWjX8pNt/9d1UEKQYj+t9r73vQ8AcPbsWQDAuXPn8O3f/u24cOEC7rzzTgDAO97xDhw7diyHiW6m8UK0Z7jUACUiOd0qlK9761vVMbm1lDVfr++znpIWaNCm7vmYXOX8HaNRfj73ZZUR63dpP5zrRHnQc1Q4cdiE38dAoZVvwO+XUEuXhHGJNTM9LB3lH8j3M/35udxna91Y+jMoWhd2awlMew03FURWwdvnWPDJ91YgxfvsObFbJrlmTNVXrD6/5cYuQKi8s+U5UfrUQEo8ERFq4cn0LOkY+87kRKTz2dP9yHVM4IC+n6JPHiVAANYYBgKxZV7XhRtdV+/G0DwJXRsWpIuVX9aZhgB17K01zXPH9G0pH7vGrCKy/OCcg6dx2vVrn6n3zWbTbFSI52eJcRwwnx9mORcjjTGF9SxP61xdunQJFy9exHK5xG23ST2T+XyO/f19XL16FVtbWzh79ixuu+22nHekYKPwnatqBHH/ld4WCPM4LWhsAbUWjZ2TIniWhnbNrYIRtyLTBWA98bk83I8VHbJGTrRoYvUJG5E8Huad1vtb9Fynn6zuY+OogN1CM60xw+8LIWAMT84wXTd2vtbyAVDOJHsy7aYAyhvf+Ea85jWvwb333otr167hLW95C375l38Zb3/72/GhD30Ib3nLW/DZn/3ZuO222/D+978fX/M1X4NP//RPx/333w8A+KzP+izcd999+KIv+iJ813d9F86fP483velNeMMb3tBEkjfTWqibhTFc2R2i12hbByj0M170CmpajU/W5X7ZxoJzOSzBLrMWw/KY1HWqY1uH5tVS5iQ6/s4mDrLCY+aywpeFsH7Ox7e3Fos+K9PNiR9Tv1P3pX2P3tda2Dx+oHYLW2WujQEHJ4yto7kdv120tiIv09b2R5RoQBhD9V4LXlcEqG8Lb5u8p5933WSFlmPlIbFNxyXeEudc3hkyOsljkW3BE/GM+C67vmO2uCL6fpIs0QDvJxkoSaxcqqqysG0B14qniN4tBaFKtBTwikCsvYctoc7zzfNbe2JXt7B2XaePr/rTynnS3wEAYu2tVB5pgTIJ09ZeT216KKocHQAMw6qVzcAUkFD4n/7pn+Ly5cu47bbbsLu7i8uXL8N7nw8EvOOOO3Dy5ElMp1PMZrPqOXmeomv2l+dC32vn9omU/I2MMaV9i28tfVrAgL8T+dPeGm/fmwEmyekn21hOrOsrf7ZOPlmw25J1LW/eSn9CRHQiA7QchCZhcyI792mUBJr8jpZcb9HXPmedbnINT9a6dlMA5cKFC/jiL/5iPPzwwzh+/Djuv/9+vP3tb8dnfuZn4qGHHsLP//zP43u+53uwt7eHe+65B6973evwpje9Kd/fdR1+8id/Eq9//etx7tw57Ozs4IEHHqjqptxM40x3y0grC0Nd0Q0A0sqvsGCnxcwWJU4mk+yKtK5O+2Pfd6Pv7Hv5c1W01lovC8AkpdK4rWK177fI2goZba0Fsw7YxBjV972yiPVZLbro82w+jZ0LbS2rlt/Df7e+5/cyqLU0rAQ5CjBsjW0dL1m+zX8DkmPk3MqY7dwUWtVVKBmEWprKNV7yJyBl6EVAypqa0tZbp9anc/DpFOJCE0g9E98LWIVHhEvxap/WHfNA3f/mfBBIYG/nuvvCKGHGFkBsrW+dNxtysLzAIIQ/WweaqrGksFVLVti5KLwzIqYy+xLWHPMaBpC36Gty5bSfypZt4vdhGHB4eIiLFy/iypUrWC6XmEwm2NraqoDY9vY2jh07hp2dnSy71EvDNOTwrV1rtqIrX8fjtIDEyh0Os7R4oiUjudnv7ftFP4yIGWzpz+q86j1cT0gB+Y360Jpn+28rvzj64L1v7t5iOnHTZzHYWZXZASklqZJluqZa8kHS7FbzhW62tebxZttNAZT/+B//49rv7rnnHrzzne98wmc885nPxE//9E/fzGvXNu8ly9tW8NS/rVJkwaRtHdqNMVZWKitwZYCWm5633un2TZuToO/RRcDWpVXQ3GKMWA5DrjAZoySnLZfLla14en2ItRvaCl9mTL2XK/vyAmgxWYyr54PoOOx7Mh28Q0fZ+fx860lQmlmaMHhoKWDbR/2OF6hapfbdPHbLF0xbthp1zhmsrQCpEBFQilrlOVpjoTkgJ65qyIJr8HA/WaBaZcnxe/YOZLoriPAevivVR3WnQFo8uUATtJy8PEU8Yr5D53o4nY8oe3CEDjr/4wq/cZJzoUfMpZwYSFR8TXMuVYYlZ4ZDvUqzFljVzzVvQnnDgg6e01j1cdUTy7JBPl8Nz+m8DBQ+Y7nS9z3GwAd7ipLR6RxH3RgQyrpwRfksFgvs7+/j8uXLuHLlCu644w6cOHEi1zPRbcPjKOfpdF2Hvb09AMjF2rSPSpe+kUeg/1aFyiEEC1b0d0uGROJvvY7XjjX07Hy2gDvPnW0JY+ef0jdJ2OZ79bC8Gni1ZYxeF0LtFdJnKY1YjrAM42utPGJQVzyTq0BZQ22sn0IYAV+qmHOSM3tReE6drmmi+7oxr2vap3wEBD3/ZjxSt/xZPADvxMDK4Dk2D9RCSieKhYXGulWgc40AfXZtsdbWPTMVL6ZStGqgyQ5VqANoW5bcpyEsqxwPHb8t96xjmfQTAKUKJNOrtTD03zw2ZjBby0N3VzgUT5RUypTv+ARcpUvX94BDpWz5+5aS4GqVdq5rsLcqHFqCjedFqn5O5dC3NbFinhd9l43rsvBhBZn5Zyy7mngM64Cicw7LtKWX32sLr1n66Rk3ygu8w6KqkUN0Fu+DglypzyHvRQqd+OT1EuDCQpv7ZPlYwNEy5VKMK+tD4+C8nXQymSAYN7C1PHn+QgjZ+2O/t0rArlcFNFyITI0elgvjOKYinqv1T3QurJex6zz6bjXvwYJppaX3HjEpGeV5lV2BzqLqu3LGjhoUyneXLl3Cww8/DOccdnd3cfz4cRw5ciSDl3EcMZ1OcezYsZwQy/zFvKF1cxxWQw7Mc7aYmspBmyCpfWYa8rVW5igvMN30xyo92z/9nsH5ZNrnOkE5LAgpbui8ALEa/NYyFlFOwFZaW6+zg0fX1cCKARvLIr2mxUs8RuarYRjgO2AMMRul02kpYGnlugBwj2lf1ianITDfMT37vpMkd5KnLePNykgeC+vCdWDxybQ/FwCFidtyyXvvgVhfz7G+VvxfLWyrMK01pn/z+1iBLJfLagJLAmpMwr9Yi7y4mDEV3NiEMbZClck4t2IcpTZGjPXOEl7g7MVg742+x1qVPF7927u6sqN+z8WHajqVQ9i4D5autg/23dz4fgt8+DtWqOz14IJTrPhbQtn21/bLet6Yz2Jo5KbEuFZAu9D28LGg4ybzX7t++Zn2d5RByRbxroOEdwjUO5fWTuqHA/qunMDKXgWg7ICJia/DOGI5LDEs50VokaLvuh7eOYzjgK4XcOSjR9dPK15g40DnQb+TbaKo1jg3BlPceN5VcLOluzLXIQJ+1QhqNe0fr1nmIcuX6mHqjOKVwwwdptNp6e8wikLte8QQM8h67LHH8Md//Me4fPlyNZ6DgwMMw4DpdIrd3V2cOHGiOhRQx2u9VOW7kLabroYtdY3rmlL5o43li/6b+V5pzOuIvSZMLyuD19GSf1rAvx5DxHK5avzEGDNYKy8r3zEIyPOtdR1Q85oFdCzP7M5FK2ssz47jiOVQyj/Ye+27b9TsusjvSzKgBfItjbgPVieykcLvu5l2SwOUltK0RAHSIkGHUtxmfc4HN4sI9TO9/kbI0i7mlmKLMYWe6F77LAYoIUjtBr6uZb3afq3rkypQO55KoZKCsGGiQutYJWAxPVnYlz44RCquEMJqgqu1gixwsQKALTIbemOhyIrdKgieK15otiKipam9n/uwAhS6ekfVOuHEfbH95/u4D/IDAKuCrRXq8D4BkOTV0m3BmS5Afh7SPjgEqTsSUfCAFForYCzoPEYpyib9Rqr5w/2KGMellMNyDl3oMJkEdPkwvlU66bZYVmree6nngNXGwMB+HmOsvI36PE5irtd/BLBe+K/yrtCA11bLAFF+CWFE7z3gVsOWlSWfzguKMaLzHWKIePTRR/GRj3wE+/v7OHXqVLasY4w4ODjInioFKSqLuE9Weed1F2ovrfa3xfsc3m4BjJYXrSU3mJZ2DTMf22bXbrl/tQ4Sy0gLZqxitTLIrtUQUl2aWMIwTFPtt9JIx2+9ofqzLpTb+R5dX+S0ApyW7nDOJf4rHmwLDvl6beI59CuAtSU7dezWE8z32Pd+3IR4xrF2hVllApRF0Pke6ppm5dmyZPRvy9Ct39xYaAKoBOnqrgud5DYibYWRJpNJBijWnczvrSzwBAislaJjbu0G0d920epvZlLnHIZxueJC1/u5/3qfhniYse3ib3mqWs16Hrjv3Bdd9HaO+Xumi+3/jQAJz1urLyws2MKywsLyYms++PsWoFEPCM91C5Dl53uPvp9KEiyU5kg8I7wjcUiXv4sYAecgkaSiAGSMSDVShN4+AMshYBhHlGq8ddOxFEt+hB9Xy+pb/qotupreTD8rjO13DL454dyCvxBD3k7Pzb4z05oUNvO6nWcNxYUwpMq2nMcECBjhz6IUxEthm73re7hw4UI++O/kyZPVuLSc/dGjR3H8+PGVpFa7RZjpM44jfFefc8PryLkSytWEz5bBpGPmM2lYPlq+0Pmw65OfB9ShhHVzofcslwt0Xc07zvF6yL5suFTTR64Vry9ynR7dQl/mRgCKT3y4KgfWeTysYdQCNnWreZdDzHatxBhTMcQbe20tf3b9tDJ8NdzZMti5j+vWNgOTjyuAwhOpzQr8WtjURar0GYxYreJoeVAsk9mFbftoz1jQvgh2KAzN/Wflyc1TkR4bPrH0KMw3Np9t3XZ2gVigZJVmfi/qc170+TwXHHrruk7KcIe6MiwLVc4wt3S1c8t90ecz/bQvrSJRFky0rCjtk13Mrbnmha/8kmlpkgiZDxlo6edjWD19WFsr50P6KDtyeJ5bwi8r/67DZDoj+hcALVZt2S5cqt+KF0XBkFrzMZbqp2VOAqRMtvRLPkO+J+RdSvKZFp3y0cH7vhKUrfUIJFCRFAe3Fr+2vmOaM7/odTrfYwxwDWC4bnutc66ycPmelucVSNudMea1pOX8NfQkeVIDNDA8LAZcuXIln0+mSfkKFra2trC7u4ujR49iZ2cH0+m0qby5X9rvIjs9+q5OavfeV55KXrsWxNt1yJ/ZdaC0aAFsG3qzCnrdPMcYpU5qAhm13HMrISV+l/6dc528JtfXHr5cYZrWGRsXPOd8uKjNVdEfTuBnmTSmis/Mty3Do9AxIFIOoKVjqx3s78OnpFpNH7AH+VpQwrpC390E7VhfULPVbmmA4r1bWRBWGIglk8qY38CCYwHVAgj2d6vpBOl9nKSoz6vDBUgnobaTiayV4JzLgildYf7OwSJo6XPrlm4pRgYDQtc6bqy/W1Ui9XsVqEApb9wKjbByX+e5sS5dS3cLTlg4amPr286dfa4VmvYe6261YJNpwj+8YPM1vhYsTAu2mjJwc1h5B/e7BaiYxVXZsNLxXrYWe+eBNG/FimdACQAp5BekNkkUcxJiZQJAOdjPzmMIkiDrIAXI5DsGQvocfVbx3oxhVaCGELIC5vlqucO1WTCqnzGf8HzUdDRrJdFtHVi0AJcrvLIHQsfEcz2OI8LoMYfsBGEej5F2/Tg5P2VxOMd8Psfh4RzL5RKnTp3CkSNHMJvNMJ9Lvs9sNsuJspwQy3RRD4/QsPCsngUzjgF9V5+zw4fbscxkYH6j9cpAGRC5wpsRmOY6D3w/57rw2m15gvJalTdDC2QyDfT5RX7ETHPtgyZRcyJqzQerYXR+j/IGy8UQQhVaZNpY5Z6/9w49VUVn3dAEKknv2e9ilLA8y8nsterke900YBPr7bj4fa2x6Pxo6/rakLhRuyUBihJhb28/ZWBLkakwjmDDxOX/qseilO6u3XkqKEr2Nrv4rPJeNwn237qAhnTGiGRdl0JrPhVlQow5wSrzVeq59w5DSoryKZNcvS9hlMOp5HXi+oWWwXEA0oFiEfRcWpB9XxaKKjbnIGeUQJ4do8Sg4ZDOkSlFtFTZyBEO5aiBEIpSKBaZz5/3/SJ1JmAIMQ/WwSFAtyGLdT6GEeMwUhlmXsTyrrLwPfRMIgsWeAG1FBLzlb6DLbRaYdSeHfsu+6yKb5NyV1oNKak10y/KEQ4xyMz1fUdejVUXfK1snZyXMY5wnYI8CeNMptPkmu7y+SAubR92boFxDGm7Lu9omySXuCRa67ZLoD5JWAu0xYgc6inAQHY2jEFCssOQzpLyXebyrutSDomjIw1kfrtOT4KWfvX9pJoPNgr0nTX4kcUg4ILnB7kgHVt/mjzdalrdVni8Vpz8DKskM22cS/RJ8+VSbY50YOQ4DFgMiyTHktIBgDjm9YcQMY4D9g728dhjj2J/7xDHjh7D7adug++9yJphFG8dJD9oOQyI83kCTUneRGSPmB766OCxXA4JbMgcaVhOjcGyJpokgnO1MmIFyGtOQXKmkUPqVySTKl3bdYhL2QmmczoOA8ZRTov23ubircoH2WmYKng7ScrWHXXDuMxrUnJ8gBiAIR18OowDlmm77GQyTVt2+yxr9DDN6WQK7/u8tnm8ypf9ZIK+65G95mkd6PdqgGqYNiIdAZqAalqyRT6FiDAOiOqJ9MmjSfWTQgKhSksAUjTSGDdOHixjcA5jjFjO59gPAV7LARBwVIXhvU86pvZCluMwatB2/fr1TJ8nai4+maueZu0P//AP/68OH9y0Tdu0Tdu0Tdu0p6499NBDuPvuu294zS3pQTl16hQA4KMf/SiOHz/+FPfm1ml6CvRDDz2EY8eOPdXduSXahmZ/trah2823Dc3+bG1Dt5tvTyXNYoy4du0a7rrrrie89pYEKOpCPH78+IYh/wzt2LFjG7rdZNvQ7M/WNnS7+bah2Z+tbeh28+2potmTdSw8+XTaTdu0Tdu0Tdu0Tdu0j1HbAJRN27RN27RN27RNe9q1WxKgzGYzfPM3fzNms9lT3ZVbqm3odvNtQ7M/W9vQ7ebbhmZ/trah2823W4Vmt+Qunk3btE3btE3btE37891uSQ/Kpm3apm3apm3apv35bhuAsmmbtmmbtmmbtmlPu7YBKJu2aZu2aZu2aZv2tGsbgLJpm7Zpm7Zpm7ZpT7u2ASibtmmbtmmbtmmb9rRrtyRA+df/+l/jWc96Fra2tvDKV74S7373u5/qLj1l7b//9/+Oz/mcz8Fdd90F5xx+7Md+rPo+xohv+qZvwtmzZ7G9vY1XvepV+P3f//3qmscffxxf+IVfiGPHjuHEiRP40i/90nyg05/H9uY3vxmf/MmfjKNHj+LOO+/E3/gbfwMf/OAHq2sODw/xhje8Abfddht2d3fxute9Do888kh1zUc/+lG89rWvxZEjR3DnnXfi67/+69ceNPfnoT344IO4//77c/XJc+fO4Wd+5mfy9xuaPXH7zu/8Tjjn8NVf/dX5sw3dVtu3fMu3rBzC+Qmf8An5+w3N2u1P/uRP8Hf/7t/Fbbfdhu3tbbzkJS/Bb/3Wb+Xvbzl9EG+x9ta3vjVOp9P4n/7Tf4q/8zu/E7/sy74snjhxIj7yyCNPddeekvbTP/3T8Z/8k38Sf/RHfzQCiG9729uq77/zO78zHj9+PP7Yj/1Y/F//63/Fv/7X/3p89rOfHQ8ODvI1f/Wv/tX40pe+NP76r/96/B//43/E5z3vefELvuALPsYj+di1V7/61fH7v//742//9m/H973vffGzP/uz47333huvX7+er/mKr/iKeM8998Rf+IVfiL/1W78VP/VTPzX+xb/4F/P3wzDEF7/4xfFVr3pVfO973xt/+qd/Ot5+++3xjW9841MxpI9J+4mf+In4Uz/1U/H3fu/34gc/+MH4j//xP46TyST+9m//doxxQ7Mnau9+97vjs571rHj//ffHr/qqr8qfb+i22r75m785vuhFL4oPP/xw/nn00Ufz9xuarbbHH388PvOZz4xf8iVfEn/jN34j/uEf/mF8+9vfHv/gD/4gX3Or6YNbDqB8yqd8SnzDG96Q/z2OY7zrrrvim9/85qewV0+PZgFKCCGeOXMmfvd3f3f+7PLly3E2m8X/8l/+S4wxxt/93d+NAOJv/uZv5mt+5md+Jjrn4p/8yZ98zPr+VLYLFy5EAPGd73xnjFFoNJlM4g//8A/na/73//7fEUB817veFWMUYOi9j+fPn8/XPPjgg/HYsWNxPp9/bAfwFLaTJ0/G//Af/sOGZk/Qrl27Fp///OfHd7zjHfEv/+W/nAHKhm7t9s3f/M3xpS99afO7Dc3a7Ru+4RviX/pLf2nt97eiPrilQjyLxQLvec978KpXvSp/5r3Hq171KrzrXe96Cnv29Gwf/vCHcf78+Ypex48fxytf+cpMr3e96104ceIEXvGKV+RrXvWqV8F7j9/4jd/4mPf5qWhXrlwBUE7Jfs973oPlclnR7RM+4RNw7733VnR7yUtegtOnT+drXv3qV+Pq1av4nd/5nY9h75+aNo4j3vrWt2Jvbw/nzp3b0OwJ2hve8Aa89rWvregDbHjtRu33f//3cdddd+E5z3kOvvALvxAf/ehHAWxotq79xE/8BF7xilfgb//tv40777wTL3vZy/Dv//2/z9/fivrglgIojz32GMZxrJgOAE6fPo3z588/Rb16+jalyY3odf78edx5553V933f49SpUx8XNA0h4Ku/+qvxaZ/2aXjxi18MQGgynU5x4sSJ6lpLtxZd9bs/r+0DH/gAdnd3MZvN8BVf8RV429vehvvuu29Dsxu0t771rfif//N/4s1vfvPKdxu6tdsrX/lK/MAP/AB+9md/Fg8++CA+/OEP4//7//4/XLt2bUOzNe0P//AP8eCDD+L5z38+3v72t+P1r389/tE/+kf4wR/8QQC3pj7oP+Zv3LRNexq1N7zhDfjt3/5t/Mqv/MpT3ZVbor3whS/E+973Ply5cgU/8iM/ggceeADvfOc7n+puPW3bQw89hK/6qq/CO97xDmxtbT3V3bll2mte85r89/33349XvvKVeOYzn4n/+l//K7a3t5/Cnj19WwgBr3jFK/Ad3/EdAICXvexl+O3f/m183/d9Hx544IGnuHd/tnZLeVBuv/12dF23kq39yCOP4MyZM09Rr56+TWlyI3qdOXMGFy5cqL4fhgGPP/74n3uafuVXfiV+8id/Er/0S7+Eu+++O39+5swZLBYLXL58ubre0q1FV/3uz2ubTqd43vOeh5e//OV485vfjJe+9KX43u/93g3N1rT3vOc9uHDhAv7CX/gL6Psefd/jne98J/7lv/yX6Psep0+f3tDtSbQTJ07gBS94Af7gD/5gw2tr2tmzZ3HfffdVn33iJ35iDo3divrglgIo0+kUL3/5y/ELv/AL+bMQAn7hF34B586dewp79vRsz372s3HmzJmKXlevXsVv/MZvZHqdO3cOly9fxnve8558zS/+4i8ihIBXvvKVH/M+fyxajBFf+ZVfibe97W34xV/8RTz72c+uvn/5y1+OyWRS0e2DH/wgPvrRj1Z0+8AHPlAt5ne84x04duzYipD489xCCJjP5xuarWmf8RmfgQ984AN43/vel39e8YpX4Au/8Avz3xu6PXG7fv06PvShD+Hs2bMbXlvTPu3TPm2lXMLv/d7v4ZnPfCaAW1QffMzTcv8v21vf+tY4m83iD/zAD8Tf/d3fjV/+5V8eT5w4UWVrfzy1a9euxfe+973xve99bwQQ//k//+fxve99b/zIRz4SY5RtZSdOnIg//uM/Ht///vfHz/3cz21uK3vZy14Wf+M3fiP+yq/8Snz+85//53qb8etf//p4/Pjx+Mu//MvVNsb9/f18zVd8xVfEe++9N/7iL/5i/K3f+q147ty5eO7cufy9bmP8rM/6rPi+970v/uzP/my84447/lxvY/zGb/zG+M53vjN++MMfju9///vjN37jN0bnXPy5n/u5GOOGZk+28S6eGDd0a7Wv+7qvi7/8y78cP/zhD8df/dVfja961avi7bffHi9cuBBj3NCs1d797nfHvu/jt3/7t8ff//3fjz/0Qz8Ujxw5Ev/zf/7P+ZpbTR/ccgAlxhj/1b/6V/Hee++N0+k0fsqnfEr89V//9ae6S09Z+6Vf+qUIYOXngQceiDHK1rJ/+k//aTx9+nSczWbxMz7jM+IHP/jB6hkXL16MX/AFXxB3d3fjsWPH4t/7e38vXrt27SkYzcemtegFIH7/939/vubg4CD+g3/wD+LJkyfjkSNH4t/8m38zPvzww9Vz/uiP/ii+5jWvidvb2/H222+PX/d1XxeXy+XHeDQfu/b3//7fj8985jPjdDqNd9xxR/yMz/iMDE5i3NDsyTYLUDZ0W22f//mfH8+ePRun02l8xjOeET//8z+/quexoVm7/bf/9t/ii1/84jibzeInfMInxH/37/5d9f2tpg9cjDF+7P02m7Zpm7Zpm7Zpm7Zp69stlYOyaZu2aZu2aZu2aR8fbQNQNm3TNm3TNm3TNu1p1zYAZdM2bdM2bdM2bdOedm0DUDZt0zZt0zZt0zbtadc2AGXTNm3TNm3TNm3TnnZtA1A2bdM2bdM2bdM27WnXNgBl0zZt0zZt0zZt0552bQNQNm3TNm3TNm3TNu1p1zYAZdM2bdM2bdM2bdOedm0DUDZt0zZt0zZt0zbtadc2AGXTNm3TNm3TNm3Tnnbt/w+WdA5uTtipWgAAAABJRU5ErkJggg==\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### BLIP for conditional generation"
      ],
      "metadata": {
        "id": "mWyFHX_4IsUP"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from transformers import AutoProcessor, BlipForConditionalGeneration\n",
        "import torch\n",
        "device = \"cuda\" if torch.cuda.is_available() else \"cpu\""
      ],
      "metadata": {
        "id": "HlbmgwRLDemM"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# We start with conditional generation\n",
        "processor_cgen = AutoProcessor.from_pretrained(\"Salesforce/blip-image-captioning-base\")\n",
        "model_cgen = BlipForConditionalGeneration.from_pretrained(\"Salesforce/blip-image-captioning-base\", torch_dtype=torch.float16).to(device)"
      ],
      "metadata": {
        "id": "UHyyYsq4DG9t",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 365,
          "referenced_widgets": [
            "f5ebeb3f6cbd4a6c8b85e3edb08a4789",
            "62fb098af2b34333a6fb5ac383941f62",
            "7048c65b00134cf69f0da2df59336d8e",
            "e000c0c6c02d4dfdafbc389230d90ba1",
            "59d531c1718045d3bacc32fd9fd06389",
            "f600a28f1dd145a29422cb23360f688f",
            "5133e666d4614490acffd8b270cf8a3e",
            "8ffc4005266942d8a6ea77cab5e336c6",
            "c3ff1b8cb86e4c778e068ae32dac695b",
            "ac62c745335347aba9c616354705d584",
            "641cea73ca054ee2be6a3940d46a5c18",
            "2fbd6610ade4447b97f87e3e20508659",
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        },
        "outputId": "defd0041-9204-4455-eff0-1b3605f6ce6a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_token.py:88: UserWarning: \n",
            "The secret `HF_TOKEN` does not exist in your Colab secrets.\n",
            "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n",
            "You will be able to reuse this secret in all of your notebooks.\n",
            "Please note that authentication is recommended but still optional to access public models or datasets.\n",
            "  warnings.warn(\n"
          ]
        },
        {
          "output_type": "display_data",
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            "text/plain": [
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          "data": {
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            ],
            "application/vnd.jupyter.widget-view+json": {
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              "version_minor": 0,
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            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "pytorch_model.bin:   0%|          | 0.00/990M [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "81bdabbb61354c4a8bbcb3f6e07eb890"
            }
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# We ask the BLIP conditional generator to finish that sentence\n",
        "text = [\"A cat is chasing\", \"A photo of a\"]\n",
        "inputs = processor_cgen(images=image, text=text, return_tensors=\"pt\").to(device, torch.float16)\n",
        "\n",
        "outputs = model_cgen.generate(**inputs, max_new_tokens= 60)\n",
        "generated_texts = processor_cgen.batch_decode(outputs, skip_special_tokens=True)\n",
        "\n",
        "for answer in generated_texts:\n",
        "  print(answer)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "oHBZcP08J9zF",
        "outputId": "7040ea87-bc5d-46f4-c975-5bf6634ac802"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "a cat is chasing a mouse\n",
            "a photo of a cat chasing a mouse\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# OK answers make sense, but what if we use a tricky sentence? We start to see a weird behavior\n",
        "text = [\"A mouse is chasing a\"]\n",
        "inputs = processor_cgen(images=image, text=text, return_tensors=\"pt\", padding=True).to(device, torch.float16)\n",
        "\n",
        "outputs = model_cgen.generate(**inputs, max_new_tokens= 60)\n",
        "generated_texts = processor_cgen.batch_decode(outputs, skip_special_tokens=True)\n",
        "\n",
        "for answer in generated_texts:\n",
        "  print(answer)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "pP3gwR5UaC-j",
        "outputId": "2140c44f-b92a-4caa-c821-54bc3dce5d74"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "a mouse is chasing a cat\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### BLIP for visual question answering"
      ],
      "metadata": {
        "id": "-ZWvdWT2Iwt_"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from transformers import BlipForQuestionAnswering\n",
        "\n",
        "model_vqa = BlipForQuestionAnswering.from_pretrained(\"Salesforce/blip-vqa-base\").to(device)\n",
        "processor_vqa = AutoProcessor.from_pretrained(\"Salesforce/blip-vqa-base\")"
      ],
      "metadata": {
        "id": "KZQ0k-6vM5FA",
        "colab": {
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          "height": 241,
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        "outputId": "e5aa922d-e214-4b46-b429-0145a85794dc"
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      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "config.json:   0%|          | 0.00/4.56k [00:00<?, ?B/s]"
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        {
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        {
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          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
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              "tokenizer.json:   0%|          | 0.00/711k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
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          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
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            ],
            "application/vnd.jupyter.widget-view+json": {
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              "model_id": "f9965d48cc34480487d25da47c08e1b6"
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          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# We ask the BLIP VQA generator to answer the question\n",
        "text = [\"What does the cat do?\", \"What does the cat chase?\", \"What does the mouse chase?\", \"What happens in the photo?\"]\n",
        "inputs = processor_vqa(images=image, text=text, return_tensors=\"pt\", padding=True).to(device, torch.float16)\n",
        "\n",
        "outputs = model_vqa.generate(**inputs, max_new_tokens= 60)\n",
        "generated_texts = processor_vqa.batch_decode(outputs, skip_special_tokens=True)\n",
        "\n",
        "for answer in generated_texts:\n",
        "  print(answer)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "NhFL_FVPNfLU",
        "outputId": "c8e119cb-5a44-4f05-f59f-ab70d4014644"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "run\n",
            "mouse\n",
            "mouse\n",
            "cat and bird fight\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### Robustness of VLMs: a mouse chasing a cat"
      ],
      "metadata": {
        "id": "qI09XNoaI094"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Now let us look at the inverted scene, a mouse chases a cat\n",
        "\n",
        "url=\"https://assets3.thrillist.com/v1/image/2795422/792x407/flatten;scale;webp=auto;jpeg_quality=60.jpg\"\n",
        "image_2 = Image.open(requests.get(url, stream=True).raw)\n",
        "img = plt.imshow(image_2)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 320
        },
        "id": "yWl7qGLhD5Vq",
        "outputId": "4c6fe8e0-b28f-46b8-9bcc-71021c25f1a5"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### Generation failures"
      ],
      "metadata": {
        "id": "dVwZeql1I-Zh"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "text = [\"A cat is chasing\", \"A mouse is chasing\", \"A photo of a\"]\n",
        "inputs = processor_cgen(images=image_2, text=text, return_tensors=\"pt\", padding=True).to(device, torch.float16)\n",
        "\n",
        "outputs = model_cgen.generate(**inputs, max_new_tokens= 60)\n",
        "generated_texts = processor_cgen.batch_decode(outputs, skip_special_tokens=True)\n",
        "\n",
        "for answer in generated_texts:\n",
        "  print(answer)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "oNlF7HWVEBzC",
        "outputId": "1a729b24-be42-4d3e-921f-80328a82c90e"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "a cat is chasing a mouse on the sidewalk\n",
            "a mouse is chasing a cat\n",
            "a photo of a cat walking on a sidewalk\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "VQA model failures"
      ],
      "metadata": {
        "id": "Jd9b27vbJCOG"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "text = [\"What does the cat do?\", \"What does the cat chase?\", \"What does the mouse chase?\", \"What happens in the photo?\"]\n",
        "inputs = processor_vqa(images=image_2, text=text, return_tensors=\"pt\").to(device, torch.float16)\n",
        "\n",
        "outputs = model_vqa.generate(**inputs, max_new_tokens = 60)\n",
        "generated_texts = processor_vqa.batch_decode(outputs, skip_special_tokens=True)\n",
        "\n",
        "for answer in generated_texts:\n",
        "  print(answer)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "KREH51ftEHFT",
        "outputId": "f26ea844-040b-48be-d714-520532fc412b"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "run\n",
            "mouse\n",
            "mouse\n",
            "cat and mouse fight\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### BLIP for image-text retrieval\n"
      ],
      "metadata": {
        "id": "e0R2miaHJP3Q"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from transformers import BlipForImageTextRetrieval\n",
        "\n",
        "model_itm = BlipForImageTextRetrieval.from_pretrained(\"Salesforce/blip-itm-base-coco\")\n",
        "processor_itm = AutoProcessor.from_pretrained(\"Salesforce/blip-itm-base-coco\")\n"
      ],
      "metadata": {
        "id": "96GjWWEqc8il",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 241,
          "referenced_widgets": [
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        "outputId": "69a1f494-0f52-4171-a37e-922cb3c19996"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "config.json:   0%|          | 0.00/4.56k [00:00<?, ?B/s]"
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        },
        {
          "output_type": "display_data",
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            "text/plain": [
              "preprocessor_config.json:   0%|          | 0.00/445 [00:00<?, ?B/s]"
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          "output_type": "display_data",
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          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "vocab.txt:   0%|          | 0.00/232k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
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              "version_minor": 0,
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          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "tokenizer.json:   0%|          | 0.00/711k [00:00<?, ?B/s]"
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            "application/vnd.jupyter.widget-view+json": {
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          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "special_tokens_map.json:   0%|          | 0.00/125 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
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          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "texts = [\"A cat is chasing a mouse\", \"A mouse is chasing a cat\"]\n",
        "inputs = processor_itm(images=[image_2], text=texts, return_tensors=\"pt\", padding=True)"
      ],
      "metadata": {
        "id": "kibqbxNueHzx"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "outputs = model_itm(**inputs, use_itm_head=True)\n",
        "gen_scores = torch.softmax(outputs.itm_score,-1)\n",
        "\n",
        "# Generative scores p(text is relevant|image)\n",
        "# Each row corresponds to probability of the text being relevant for the image\n",
        "for i in range(gen_scores.size(0)):\n",
        "  print(f'\"{texts[i]}\" has probability {gen_scores[i,1]:.3f}')\n",
        "\n",
        "outputs = model_itm(**inputs, use_itm_head=False)\n",
        "cosine_scores = outputs.itm_score.squeeze()\n",
        "\n",
        "for i in range(cosine_scores.size(0)):\n",
        "  print(f'\"{texts[i]}\" has similarity {cosine_scores[i]:.3f}')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "wDqMvHBbJ7me",
        "outputId": "f40a0c2f-8d2e-4753-a8fb-59208c8743c3"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\"A cat is chasing a mouse\" has probability 0.999\n",
            "\"A mouse is chasing a cat\" has probability 0.999\n",
            "\"A cat is chasing a mouse\" has similarity 0.528\n",
            "\"A mouse is chasing a cat\" has similarity 0.533\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### BLIP probability of p(text|image)"
      ],
      "metadata": {
        "id": "n73dbpwI9ZuK"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "Now, we will compute the probability of each caption under the generative model, conditioned on the image. There is no direct way to do so but we will use the fact that the generative model is trained on next token prediction, i.e. models $p(x_{t+1}|x_{\\le t})$. That is, if we have a tokenized\n",
        "sequence $X = (x_0, x_1, \\dots, x_t)$, then the model is trained to model the with cross-entropy loss\n",
        "\n",
        "\\begin{equation}\n",
        "CE(X) = \\frac{1}{t} \\sum_{i=1}^t \\log p (x_i|x_{\\le i})\n",
        "\\end{equation}\n"
      ],
      "metadata": {
        "id": "D-_NaaczLZ8f"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "Let us try to call the model's loss directly"
      ],
      "metadata": {
        "id": "Gpy5HjkZdiew"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "inputs = processor_cgen(images=image, text=\"A cat is chasing a mouse\",\n",
        "                  return_tensors=\"pt\", padding=True).to(device, torch.float16)\n",
        "\n",
        "outputs = model_cgen(**inputs, labels = inputs['input_ids']) # needed to pass the inputs\n",
        "print(outputs.loss.item())"
      ],
      "metadata": {
        "id": "uRHnmnz24FpQ",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "ecdf0271-f0a4-4dbb-9012-5757ef21d0d3"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "inf\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Why is this? Because BLIP training uses *label smoothing*, which gives $\\infty$ in this case because of the size of the output vocab.\n",
        "See\n",
        "https://github.com/huggingface/transformers/blob/e6dcf8abd6f65bb4b6dfc1831b20d9ba49ce00e2/src/transformers/models/blip/modeling_blip_text.py#L892\n",
        "\n",
        "When dealing with big librairies, this can happen quite often to have to do some debugging for deep understanding !"
      ],
      "metadata": {
        "id": "jaRFT2BY4Tsh"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from torch.nn import CrossEntropyLoss\n",
        "import torch\n",
        "\n",
        "def return_nll(scores, target):\n",
        "  loss_fct = CrossEntropyLoss(reduction='mean', label_smoothing=0.0) # we're setting it to 0\n",
        "  loss = loss_fct(scores, target)\n",
        "  return loss\n",
        "\n",
        "def compute_generative_probability(model, processor, image, text):\n",
        "\n",
        "  inputs = processor(images=image, text=text,\n",
        "                    return_tensors=\"pt\", padding=True).to(device, torch.float16)\n",
        "  outputs = model(**inputs, labels=inputs['input_ids'])\n",
        "  shifted_predictions_scores = outputs.logits[0 , :-1, :].contiguous()\n",
        "  shifted_labels = inputs[\"input_ids\"][0, 1:].contiguous().to(shifted_predictions_scores.device)\n",
        "  nll = return_nll(shifted_predictions_scores, target=shifted_labels)\n",
        "\n",
        "  return nll\n",
        "\n",
        "loss = compute_generative_probability(model_cgen, processor_cgen, image, \"A cat is chasing a mouse\")\n",
        "print(\"Negative log-likelihood of image 1 and its correct caption\", loss.item())\n",
        "\n",
        "loss = compute_generative_probability(model_cgen, processor_cgen, image_2, \"A mouse is chasing a cat\")\n",
        "print(\"Negative log-likelihood of image 2 and its correct caption\", loss.item())"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "-HnnFIWff5qR",
        "outputId": "a5900a1e-53ae-4ecb-a0ae-4d4c779c857c"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Negative log-likelihood of image 1 and its correct caption 1.10546875\n",
            "Negative log-likelihood of image 2 and its correct caption 2.326171875\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Now, let us look at the image of the mouse chasing the cat, and computing the NLL of \"A cat is chasing a mouse\""
      ],
      "metadata": {
        "id": "4VGAm5NS8a7N"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "loss = compute_generative_probability(model_cgen, processor_cgen, image_2, \"A cat is chasing a mouse\")\n",
        "print(\"Negative log-likelihood of image 2 and its incorrect caption, but which is more probable semantically\", loss.item())"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1VIHf8rW8kBQ",
        "outputId": "1d077ab3-bbae-4e49-caef-5b5dc0b1a923"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Negative log-likelihood of image 2 and its incorrect caption, but which is more probable semantically 1.7041015625\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "We see there is still a lot to do for VLMs to understand semantics and pragmatics the way humans do..."
      ],
      "metadata": {
        "id": "_WfzLVvM8m3B"
      }
    }
  ]
}