{"ok": true, "database": "tils", "table": "til", "rows": [{"path": "aws_helper-for-boto-aws-pagination.md", "topic": "aws", "title": "Helper function for pagination using AWS boto3", "url": "https://github.com/simonw/til/blob/main/aws/helper-for-boto-aws-pagination.md", "body": "I noticed that a lot of my boto3 code in [s3-credentials](https://github.com/simonw/s3-credentials) looked like this:\n\n```python\npaginator = iam.get_paginator(\"list_user_policies\")\nfor response in paginator.paginate(UserName=username):\n    for policy_name in response[\"PolicyNames\"]:\n        print(policy_name)\n```\nThis was enough verbosity that I was hesitating on implementing pagination properly for some method calls.\n\nI came up with this helper function to use instead:\n\n```python\ndef paginate(service, method, list_key, **kwargs):\n    paginator = service.get_paginator(method)\n    for response in paginator.paginate(**kwargs):\n        yield from response[list_key]\n```\nNow the above becomes:\n```python\nfor policy_name in paginate(iam, \"list_user_policies\", \"PolicyNames\", UserName=username):\n    print(policy_name)\n```\nHere's [the issue](https://github.com/simonw/s3-credentials/issues/63) and the [refactoring commit](https://github.com/simonw/s3-credentials/commit/fc1e06ca3ffa2c73e196cffe741ef4e950204240).", "html": "<p>I noticed that a lot of my boto3 code in <a href=\"https://github.com/simonw/s3-credentials\">s3-credentials</a> looked like this:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-s1\">paginator</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">iam</span>.<span class=\"pl-en\">get_paginator</span>(<span class=\"pl-s\">\"list_user_policies\"</span>)\n<span class=\"pl-k\">for</span> <span class=\"pl-s1\">response</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">paginator</span>.<span class=\"pl-en\">paginate</span>(<span class=\"pl-v\">UserName</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">username</span>):\n    <span class=\"pl-k\">for</span> <span class=\"pl-s1\">policy_name</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">response</span>[<span class=\"pl-s\">\"PolicyNames\"</span>]:\n        <span class=\"pl-en\">print</span>(<span class=\"pl-s1\">policy_name</span>)</pre></div>\n<p>This was enough verbosity that I was hesitating on implementing pagination properly for some method calls.</p>\n<p>I came up with this helper function to use instead:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">def</span> <span class=\"pl-en\">paginate</span>(<span class=\"pl-s1\">service</span>, <span class=\"pl-s1\">method</span>, <span class=\"pl-s1\">list_key</span>, <span class=\"pl-c1\">**</span><span class=\"pl-s1\">kwargs</span>):\n    <span class=\"pl-s1\">paginator</span> <span class=\"pl-c1\">=</span> <span class=\"pl-s1\">service</span>.<span class=\"pl-en\">get_paginator</span>(<span class=\"pl-s1\">method</span>)\n    <span class=\"pl-k\">for</span> <span class=\"pl-s1\">response</span> <span class=\"pl-c1\">in</span> <span class=\"pl-s1\">paginator</span>.<span class=\"pl-en\">paginate</span>(<span class=\"pl-c1\">**</span><span class=\"pl-s1\">kwargs</span>):\n        <span class=\"pl-k\">yield</span> <span class=\"pl-k\">from</span> <span class=\"pl-s1\">response</span>[<span class=\"pl-s1\">list_key</span>]</pre></div>\n<p>Now the above becomes:</p>\n<div class=\"highlight highlight-source-python\"><pre><span class=\"pl-k\">for</span> <span class=\"pl-s1\">policy_name</span> <span class=\"pl-c1\">in</span> <span class=\"pl-en\">paginate</span>(<span class=\"pl-s1\">iam</span>, <span class=\"pl-s\">\"list_user_policies\"</span>, <span class=\"pl-s\">\"PolicyNames\"</span>, <span class=\"pl-v\">UserName</span><span class=\"pl-c1\">=</span><span class=\"pl-s1\">username</span>):\n    <span class=\"pl-en\">print</span>(<span class=\"pl-s1\">policy_name</span>)</pre></div>\n<p>Here's <a href=\"https://github.com/simonw/s3-credentials/issues/63\">the issue</a> and the <a href=\"https://github.com/simonw/s3-credentials/commit/fc1e06ca3ffa2c73e196cffe741ef4e950204240\">refactoring commit</a>.</p>\n", "shot": {"$base64": true, "encoded": 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xxhhjjDGT4QSEMcYYY4wxZjKcgDDGGGOMMcZMhhMQxhhjjDHGmMlwAsIYY4wxxhgzGU5AGGOMMcYYYybDCQhjjDHGGGPMZDgBYYwxxhhjjJkMJyCMMcYYY4wxk+EEhDHGGGOMMWYynIAwxhhjjDHGTIYTEMYYY4wxxpjJcALCGGOMMcYYMxlOQBhjjDHGGGMmwwkIY4wxxhhjzGQ4AWGMMcYYY4yZDCcgjDHGGGOMMZP5f5mAXL16FfXq1YNEIhH+/ve//9V2WE8sISEBo0aNQpMmTWBhYQG5XI7FixfXdljVtnPnTjg7O8PX1xfnz5+v7XBEHjx4gDlz5qBFixZQKBSQyWR47bXXajus50ZxcTFCQkJga2uL6dOn13Y4ep73+J6Fa9euoVWrVnBycsLvv/9e2+H8v5CUlITGjRuLvlt27txZ22Exxthzp9YTkFmzZsHMzEx0wNb+KZVK3Lx5EwCwdOlSyGQyg+NZWVnhxIkTVa7T19cXly9fflazZBIxMTHw9/fHb7/9hpycHGzevBk9e/ZEbm5ubYdWbfPmzcPdu3cRHx+P7777rrbDEeTn56Ndu3b4+uuvcenSJXz77beYNWsWsrKyaju058aePXuwd+9e5OXlYdGiRUhKSqrtkESe9/iehSVLluDChQvIzMzErFmzajscowYMGCAcy2UyGW7fvi0a/scff8DKysrgcf+jjz6qcj2XL1+Gq6urqIwXX3xRNE5ERARGjhwJLy8vWFtbQyKRwNzcHM7OzujevTu2b99eaR1eXl6IiYmp+sw/R7Zs2YIePXrA3d0dVlZWMDc3h5OTEzp37owff/wRRUVFtR0iY+zfhJ4DhYWFNGrUKAIg/EVFRZFGoxGNV1JSQnPmzBGN98cff5BarX7iOjMyMkTl/PnnnzU1OyYxePBgIfa33nqLiIji4uLo77//ruXIKnfnzh2aP38+/frrr3rDhg0bJszTN998UwvRGbZ48WIhLm9vbyIiys3NpbVr19ZyZM+PixcvklQqJQDk5OREeXl5tRJHVFQUzZ8/n44dO/ZcxmdKy5cvF7bbfv361XY4BqWkpAjrRfv3+eef641XVlZGjRs3FsZRKpWUn59vsMyIiAjq0qULbdy40eDwVatWEQD65ZdfRP2/+eYbYftYtGgRRUZG0qVLl2j79u3Uu3dvAkCzZs167DxlZ2eL5mfHjh1VWBLVt2nTJpo/fz6lpqY+VTmTJ08muVxOP/30E506dYp27NhB3t7ewnwEBgZScXFxDUXNGPv/7rlIQIjKD366B+0bN24YHO+7774TjRceHl6t+v7pCYjul/H8+fNrO5wqe+uttwgA9enTR29YQUEBLV++nDZu3KiXfNamN954Q1jWXbp0qe1wnltRUVH0/fffU2JiYq3Ur1KpyM/PjwDQV199pTe8tuOrDdu2baMlS5ZQbm5ubYdi0Keffkru7u7UqFEjYR/z8PAweFFp/vz5omP2hg0bDJY5cOBAAkB+fn4Gh7/00ktkaWlJDx48EPrpJkJbtmwxOJ2rq2u1EpCdO3c+dprqunHjBllaWhIAioyMfKqyJk+eTL169RL1i4yMFM3L5s2bn6oOxhjTqvUmWKx6CgsLhc8ymawWI6m6K1euICwszOhwa2trTJo0CcOHD4dEIjFhZJX7Jy7rZ+3AgQPo2rUrrly5IvRr3749PvjgA3h5edVKTGFhYZU2razt+GrD4MGDMWXKFNjY2DzTekpKSrBq1Sp06dIFarW6StOo1WqEhYVh7NixGDNmjNA/JSUF+/bt0xt/zJgxouPCmjVr9Ma5fv069uzZA6C8ydWhQ4dEwwsLC3Hw4EH07dsXtra2Qv+oqCgh7rp16xqMd8CAAbCysqrSvOmysLB44mmq6uOPP0ZJSUmNlBUYGIi33npL1O+FF14QdaemptZIXYwx9q+8A3Lq1CkaPHgw1a9fnywsLMjd3Z1CQkLo3LlzwjjG7oBMnTqVZDKZ0L9Bgwb08ssvk6urK8lkMrKxsaFOnToZvK1eXFxMX3zxBbVq1Yqsra3JxsaGWrRoQQsXLqSysjIiItq5cyeZm5uL6t61axcREe3Zs4fatm1LUqmUEhISDM5/WFiY6Gqh7l+fPn1o+/btZGVlJeqvvTW/aNEiUXOHhg0bCuV27NhRNM2UKVPos88+I29vbzIzMyNLS0tq27atweWt0Who7dq11KVLF7KzsyNzc3NycnKiVq1a0QcffEDZ2dnUq1cvksvlBuMuKiqigIAAUb/x48eL6lCr1bR8+XIKCgoiW1tbMjc3J3d3dxo9ejRdvXpVGO/u3btUp04dUVnLly+niRMnkrOzMwEgOzs7GjBggNFtTHc7atOmDUkkEr2YLS0tReMeOnSI+vfvT46OjiSTyahu3brUt29f2r9/v2i8wMBAUTlt2rQhIqLMzEx67733yMHBgUaOHGk0pjZt2oimDwoKoi5dupCDgwNJpVJydHSkV155heLi4vSmHTlyJHl7e5O1tTUBIJlMRq6urjRkyBA6deqU3vjR0dE0YsQI8vPzI4VCQQqFgpo2bUrNmjUjADR69GgiItq8ebPeutVuc3PmzBEtvw4dOlBYWBi1b9+eLCwsSCqVkqenJy1dulSv/u+//578/f3Jzs6OJBIJSSQScnR0pODgYNq0aZMwXmRkJAUEBBhcT+3bt680Pq34+HgaO3YsNWjQgCwsLMjW1pbat29PoaGhoqvxTzM/FVV3XyUiOnHiBIWEhJCzszNZWFhQvXr16IUXXqDt27cTEdGMGTPIzMxMmN7Ly0uY9mn29U2bNlG/fv3I09OTLC0tyd7envz9/cnFxYUAUFhY2GPnW2vnzp0kkUgoMTGRkpKSRMt10KBBBqcJDg4WxpFIJHr78PTp00XzFhISIhq+bds2AkC//fabwf5AeTPLp7mbUPEOyPz58ykkJIQcHBzI3NycPDw8aNKkSZSenm5w2jlz5lCzZs3IysqKrKysyNfXl2bOnElZWVnCeKtWrSJPT0+Dx1PduzRVLc+YlJQUUdkVj2eMMVZd/7oEZP/+/cIJ/ogRIygyMpKaN29OAMjW1lYot7ImWAsWLBD629raUmRkJBUVFdHFixfJw8NDGLZmzRphGpVKRd26dSMApFAoaM+ePaJYp06dKoxbXFwsOklet24dTZ06VRSPsQQkLS2NYmJiqG7dusK4kydPppiYGEpKSiIior179xo92fr444+NntTonhx7enrSd999R7/88ouof506dej+/fvCNGVlZUKTBwA0dOhQioiIoEOHDlHHjh3J39+fSktLKSYmhnr27CmM9+KLL1JMTAzFxMQIza1066mYgLz++uvCsNDQUDp58qSwXm1sbOjMmTPCuIWFhaL579KlC61YsYKWLVtG9erVE/oHBwcbXMZaOTk5FBMTQ3369BGd0MbExIhO8JcvXy6cPL3xxht07tw5eu2114RpVqxYISr322+/FYY1adKEzp07R+7u7kK/yhIQIqIePXqIEpD4+HgqKSmhnTt3CsmzQqGgCxcuiKarX78+vfTSS3Ts2DHKyMig77//XrSdX7t2TRh369atwgmwv78/nThxgn799VeysLAQptEtv7JtbubMmUJ/a2trmjt3Lq1fv55GjBghmuavv/4SxTts2DBq2bIl7dixg+7cuUOHDx8WJRLaJCQrK4tiYmLI3t5eGPbee+9RTEyMME+VxXf69GmysbEhABQQEECnTp2ir7/+Whh3xIgRoriqOz+GVGdfPXbsGFlYWJCfnx+dO3eObt68SevWrSMXFxf67rvvDMapm4AQVW9fnzZtmmgbPXXqFM2ePVvoV69ePVKpVI+dZ61+/fqJmjR27txZKEsqlRp8pmHNmjWi5fXpp58Kw/Ly8sjOzk40XCKRiI6lo0aNIrlcrtck7datW3oXhgICAuibb74RjqtVVTEBGTZsGO3evZt27twpOpZ4enqKmoHl5OSQr68vASB7e3s6cOAA7dq1ixQKBQEgX19fYfyUlBTaunWrqJ7169dTTEwM3b59+4nLM+Tu3bs0fPhwofxevXo9V01jGWP/bM9tAnL16lUqKirS+/vqq6+MJiBqtVp0d+DKlStEVN7OWNtPe3WoqglI/fr1RXHqPpBcv3594c5GWFiY6AuHiKi0tFQ4iTM3Nxcd7HUTCFdXV3JycqLJkyfTokWLyMzMzGgColW/fn1h+gULFoiG7du3z+hJzdy5c40mIO3btzeYAFy+fFlU3r59+4RhuidqzZs3F52A7Ny5k/z9/YXuIUOGCOMaegbEWP179uwR+uu26/71119FJ+JaRUVFonh1H3hftmyZ6OSkoKCg0uVMJH44vkePHqJhmZmZopPiu3fvEhFRamqq6CRV92rjkiVLRMPs7e2pW7du9M0331Dfvn2fKAHRbmtauj9OMHjwYNEwFxcX0VVXjUYjOmn/8ssvhWG6ifa6deuE/oMGDRL6T58+Xehf2TY3a9YsgyfCKpWKXF1d9fZN3eX+xx9/iPrp1t+7d2/RMN19quIzIJXF165dO6G/bht3Ly8vob/uld/qzo8h1dlXX3nlFQJAEyZMEJX1xRdfiBIQY3ESPfm+npSUJOp/8+ZNYZ51L6ZU9XmH5ORkMjMzE21bq1evFtXx2Wef6U2Xl5cnnEAD4udFQkNDCYAoKQLKk1Gi8uOxvb09vfzyywZj0k3Idf8kEgl1796doqKiqjRvlT2Enp+fL1peuuvro48+Evq/++67Qv/x48cL/WfPni30v3DhgqieindtnrQ8rT179pBSqRRtO4sXLxa+6xhjrCY8t8+A+Pr6wsrKSu9vzpw5Rqc5d+4ckpOThW4PDw8AgIODg9DvaX8isVOnTsLnu3fvIi4uDgBEP8+ordfc3Fxoe11WVoZLly4ZLLNr165ITU1FaGgo3nvvPQwbNuy5etbAx8dH1H3r1i3h8/Lly4XPY8aMgVQqFbq7d++OiRMnPnX9W7duFT77+fkJn1u0aCF8joqKqlL7ZN15ISKkp6c/VWx79uxBcXExAMDR0RH16tUDALi7u8POzg5AebtzY++ZKS0tRXh4OP766y/MnDkTX3zxBezt7asdj+72efjwYRCR0L179244OzsL3RKJRIgXKH/XCQDk5eUhJSVF6O/i4iJ8dnNzEz5fvXq12nECgFQqFT2PobtdAcCnn36KAQMGiPrpxq+N92mkpKTg9OnTQrex7Wvz5s2PLetx81NT8vLyAADr16/HwoULhXpmz56NGTNmPFXZxvb1iscu7TYhlUpF66Sq28SqVaugVCrx6quvCv2GDh0qesYiLCxM73kSpVKJwYMHC90pKSk4cuQIiAihoaFo1aoVvvzyS/j6+grjrF27Frm5uQgPD0dOTo7R9/d88MEH+OWXX+Dk5CTqT0T466+/8OKLL2LFihVVmj9jFAoFOnbsKHQfOXJE+FyV41xVtsOnLc/NzQ3jx4/HmDFj4OzsjKSkJHz++edYsGABVCpVletnjLHKPLcJyPbt2xEZGan3N3XqVKPT6D4QC5Qf7CUSiejFY0/7ngxXV1dR940bN/Tq/u6774Tfmc/JyXls3S1btoSlpaXQ/fvvv6NRo0ZPFWdNMjMTbybak9p79+4J72kBxF9sAGBjY4PJkyc/df3x8fHCZ+1JPSBOLAFU6d0uxualpmMDxPEZi00qlaJ169ZC9wsvvIDQ0NBqx6O7febm5uL+/ftCd9u2bfXGN/Swv1KphFwuF7p133eSmZlpsK7q0l0fFdeFn58frK2tHxvv09Bdf4Dx7auq7w2qbH5qSpcuXQCUJ6/z5s2Du7s7OnbsiB07doguAFSHsf3D0dFR1F93m9DdxqqyTahUKqxZswZDhgyBmZkZiouLUVxcDAsLCwwcOFAYLzU11eDD6OPGjRN1r1mzBgcOHMDVq1cxdepUSCQSvPfee8LwvLw8rF27Fjt27IBcLtdLanWNHTsWaWlp2Lx5M4YMGQKFQiEM02g0mDZ6f3EIAAAgAElEQVRt2lO/Q8rd3V34rE30S0tLhe8SwPh2eP36deGCR2Wepjx/f3/8/PPPWLduHRISEtCsWTNkZmbi888/x9y5c6syi4wx9ljPbQLSpk0bBAUF6f1p7y4YUlBQIOo+d+4cYmJiRH/r169/qrjMzc1F3dpfINGt+6233tKrNyYmRu+lV/902dnZom7dL+uapLtsde8MVVwX2ivDpmQsNkAcn6liM7Z9FhUVYfHixQgJCUHz5s3h7u4OZ2dnJCYm6pUhkUgwbNgwoXv16tXIz89HXFwc9u/fDwCQy+WVXgyoCVu3bsWoUaPg7++PRo0awdnZ+an334oqHjOMbV+1sW0ZM3PmTPTu3VvU7+TJk3j11Vfx8ccfP5M6AwMDRXd3li5ditLSUqxbtw737t0DUP4SPt27E8bs3r0b6enpWLt2rd4d7opX5FeuXKk3fbdu3dCwYUOhe+fOnfjiiy/g4OCAkSNHAii/G6t7J3HJkiXYtWsX+vXr99hfBLOwsMDQoUOxdetW3LlzB0uWLBGmKS0txY4dOx47j5XRTfLKysoAiH9pD6j8OJefn//YOmqqPKVSiQ8++EDo/umnn4SYGWPsaTy3CUh1KJVKUbe3tzdat24t+mvatOlT1VHxhEV7NUm3bltbW716W7du/cx/CtPUdH/GEoDobk9N0l22ul9+Fb8Ia2P5GoutYrepYtPdPiUSiXASNmDAAEybNg179+6Fk5MT/vzzT8TGxqJx48YGywkNDRWaxxw+fFjYpouKitCjRw8cPXpUdOempi1YsABDhw7Fb7/9hvv372PVqlU4d+4chg4dWqP1VDxmGNu+nqd918LCAgcOHMDu3bsxePBgUbOlr7/+Wu/CQE2QSqX4888/hXW+YMECyOVyjBs3DkqlEmPGjEFERESVLkKsXLkSfn5+Bu9wR0ZGiu4Q7Nu3T69ppUQiwejRo4Xu4uJiHD9+HBMmTBCWhUKhwIQJE4RxkpKSkJ6ebnT72bRpE7766iu9/kqlElOmTBESb0B896c6dI+T2uZr2rv1Wk97nHvS8tRqtd7dwIoxaqfVbebMGGPV9a9KQHTb/QL6TbJqgu5tbYlEInwh69b9LOp9EhWbqWg0mmdSj4uLi+gZAu3zMDVNd9nqfvlrr7xqNW/e/JnUXxljsQFARkaG8NlUselun97e3lAoFEhMTMRff/0l9F+wYAHatGkDZ2dno012lEolAgIC0KhRI2RkZCA+Ph7JyckoKCjA4cOHERgY+EznQ/fK99tvv41evXrB1dW1Wu9hqEzFY4ax7etZrb/q7Ktbt25FYWEhBg4ciG3btuH27dsYP348gPImU9euXXsmsTZt2hTu7u4YM2YMbt26hfj4eKSlpSE3Nxfr1q2rUvOr69ev49ChQ5g4caLBO9xBQUHCvACP3hVSUcVmWFKpVK+555QpU0Tbt5WVlaiJl67k5ORK7661bNlS+Kz7HFR16D4bpH1my9zcHJ6enkJ/Y9uhl5eXqLmuMU9a3oMHD+Dr64uEhAS9snSfBwPwVM+oMcaY1r8qAQkICBA1E1i3bl2N13HgwAHhc69evYSHMXUfbAwPD9c7aJuS7hUrAAab2dSUN954Q/gcFhaGu3fvGh1X92rzk9wt0X1Q9eLFi8Jn3YSnffv2oiunptK/f3/hpDgnJ0c4uUhKShKaNlhZWaF///4miUd3+xw7diwA/SueFa/6G7JmzRrMmTMH+fn5uH37Npo2bYqGDRs+05eq6dKNuSrxVhyvqtuXu7s72rdvL3Trbl/nz58XPutugzWpOvtqaGio6AV79vb2oh/naNCgQc0F+BARYcKECfjf//6HpKQkyGQyNG3aFG5ubk/0XM6qVatgbm6OUaNGGR1nwoQJosTB0MPoXl5eooe5X3rpJb3muQ0bNsRLL70kdPfr16/SbSk+Pt7oxSPtj0jIZDJRmU8qMzMTUVFRAABLS0vRXZqqHOd0x6k4LxW3+ScpT/us1d9//y0qg4iwdu1aobt79+56D+kzxlh1PDc/tVTxC8bY23QrG08ikWD16tXo378/ioqKEBoaips3b6Jz587QaDRITU3FCy+8gDfffLPKcRUWFmLt2rXw8PBAcnIyfv75ZwDlJw5Lly4Vxhs1ahT++OMP7N27F4WFhQgKCsLo0aPh7OyM7OxsXL58Gb///nuNncDpPuBacZn4+vrC3d0daWlpAID33nsPs2bNQl5eHv78888qlVnZA7S6w+bPn4+TJ0/i2LFjSElJQfv27TFmzBg4ODggPz8f8fHxWLFiBRQKBXr16iUkhadOncLMmTNRt25dBAcHo0OHDkbr79u3L15//XVs3LgRiYmJWLZsGdq1a4cff/wRQHlTsGXLlhmNvbL5qsqDwrpXpSteoXZwcMCPP/6Id955BwAwb948zJgxAwsXLgRQvk0uWrRI74H5mpKQkIDff/8drq6u2L9/P06ePAkA6NixI95//30AQJMmTdC4cWPh7siaNWvw8ccfIzk52egvSX399dcAyk+Y/P39RcMcHR3h4+ODd999FyNGjADwZMu8KuP17t0bGzZsAABs2bIFQ4YMQV5eXqUn6L169cLq1asBlJ/o2tvbo6SkBO+++26l8YWGhqJbt27Iz8/HTz/9hGbNmuHw4cNC059Ro0ahb9++TzU/xlR3X50+fTry8/PRtWtXFBcX4z//+Y8Qq/ZORFW3+6rMT3p6urDvnjhxAvXr1xfG0f4SVtu2bTF79mwEBQUZLKuoqAhr165FSEiI3kPtutzd3dG3b1/hjeZpaWnYvXs3XnnlFdF448aNw4kTJwDA6PNI06ZNE36h8HHN94gIgYGBmDBhAvr27QtXV1fk5+cjPDwcX3/9NczMzPDTTz+JLnJVRWRkJBwdHVFaWooFCxagpKQEZmZmWLFiheguxZw5c7Bz507Ex8djy5YtGDZsGEpKSoRnTvz8/ETP+DRs2BBNmzYV7lrMmTMHly9fRllZGWbNmvVE5cnlcmH+5HI5/Pz8cPv2bSxdulT4lbjGjRsL+xdjjD21Z/kbv1Xx2Wef6b08CgCZmZmRh4eH8Lv4q1evFv3Ov/ZPIpGQq6ur6DfaL168SKNHjyYPDw+ysLAghUJBrVq1omnTplFSUhJFRkaSo6OjqByFQiG8vVj3PSBKpZL8/f3JxsZG9BbbtLQ0vXkpKyujxYsXU1BQENnZ2ZFMJiMXFxfq378//fLLL6TRaGj//v2id3gA5S/d8vLyMvj26oru3r2rFzsAcnFxoejoaGG806dPU6dOnYS3Xru7u9P7779Pn3zyiWg6Hx8fIiLq0qWL3nLVvsdA9yV5AMjCwoJWrlwp1FVaWkorV66k7t27C28CVyqVFBQURD///LPoTdI//vgjNWrUiGQyGTk5OVHfvn0pNjaWvL299eofOHCgMJ1arabQ0FBq164dKZVKYV2MGzdO9M6Ue/fu6S0fuVxOu3btotjYWNHv2wPlb0WPjY01urx137ysO82SJUtE4+3fv5/69OlDDg4OJJPJyNHRkUJCQujIkSOi8fr166f3wjN7e3uaNGnSY9e9lu57QNzd3alJkyYkl8tJLpdT8+bNaeHChVRUVCSa5uLFi9SvXz9SKpVkYWFBnp6eNGnSJHr55ZdF2/rnn39OREQrV640+E6Ein9hYWEUFham96ZxW1tbCg8Pp08++UT0Rm6g/O3hROUvhau4zseMGUNERPfv36e33npL2J6cnZ1pyJAh9OGHHwrjy2Qy0ZuuHzx4QO+++64wTcOGDWnUqFEUGhpqND6tK1eu0KhRo8jNzY1kMhnZ2tpSUFAQrVy5UrT9Vnd+KvOk++rKlSupR48e5OLiQjKZjKytral169b0/fffU2lpKRGVv+uhYpyurq6Ul5dX7X294osWDf1ZWFgI71/SFRUVJcwfAKpbty6FhobqjXfgwAG946M2Ru37PHTXt7W1NbVs2bLS5du6dWuysrKivLw8o+MkJyfTl19+SQMHDqSmTZuSUqkkqVRK1tbW5OPjQ+PHj6ezZ89WWo+WSqWiLVu20Ny5c2nAgAHUtGlTUigUJJVKqV69evTKK68YfdN6VlYWzZw5k7y9vcnS0pKsrKzIz8+P5s6dSzk5OXrjx8fHU0hICCkUCrK0tKTmzZvTvHnzqlXexIkTKTAwkFxcXIR469SpQx07dqRvv/220uXHGGNPSkL0jH4r8h9s4cKFmDdvHgCgUaNGonb1jNW2nj17Cu8PGDdunKiJRE0pKyvD4MGDER4ejq5duwr9iQgJCQnCVdd+/fph7969NV4/e/6kp6cLdyp1n4lQq9U4e/as8MzTN998g5kzZ9ZWmIwxxv4BnpsmWM8r7c+YMvY8ehbbZ2FhIXr27InIyEjs378fffr0EQ1Xq9Xw9PRESkrKU793gv0zXLlyBd27d0dpaSkuXLig98B5QkICvL29AYC3CcYYY4/1r3oI/Vl4Vr8gxVhNeBbb5+HDhxEZGQmJRILg4GC94RkZGcILCZ/mgVz2z7Fq1SrcuXMHTZs2NfhrV9qX80mlUoSEhJg6PMYYY/8wfAfEAN2HuokIGo1G7w3BjNUW3e1TpVLVePmBgYFwcnJCRkYG+vfvj7fffhuurq4oLCzEqVOnsGrVKhQWFmLkyJGiX0Fj/159+/bFokWLEB0djQkTJuDll1+Gra0tsrOzcejQIaxduxYymQw///yz3k8bM8YYYxXxMyAVvPXWW1i1apWon5WVFb766itMmzatlqJirJyPj4/eex4cHBywd+9e0c/JPq1bt25h0aJFOHToEK5fv478/HzI5XK4uLggMDAQb7zxBnr16lVj9bHn3+nTp7F06VKcPHkSaWlpKC0thUKhQOPGjREcHIx33nkHzZo1q+0wGWOM/QNwAsIYY4wxxhgzGW5XxBhjjDHGGDMZTkAYY4wxxhhjJsMJCGOMMcYYY8xkOAFhjDHGGGOMmQwnIIwxxhhjjDGT4QSEMcYYY4wxZjKcgDDGGGOMMcZMhhMQxhhjjDHGmMlwAsIYY4wxxhgzGU5AGGOMMcYYYybDCQhjjDHGGGPMZDgBYYwxxhhjjJkMJyCMMcYYY4wxk+EEhDHGGGOMMWYynIAwxhhjjDHGTIYTEMYYY4wxxpjJcALCGGOMMcYYMxlOQBhjjDHGGGMmwwkIY4wxxhhjzGQ4AWGMMcYYY4yZDCcgjDHGGGOMMZPhBIQxxhhjjDFmMpyAMMYYY4wxxkyGExDGGGOMMcaYyXACwhhjjDHGGDMZTkAYY4wxxhhjJsMJCGOMMcYYY8xknosE5JNPPoFcLq+Vul999VX07NnzmdaRmZkJiUSCrVu3Vnma1atXQyKRQKVSPcPIqi80NBQymaxW6j506BA8PT1haWmJs2fP1koMgGm2ncpERESgS5cusLOzg1KpRL9+/XD+/PlaiaVFixaYMmXKU5Xh6OiIhQsX1lBEhiUnazB8eAHq18+BpWU22rTJxY4dZc+0zie1dWsZJJJsZGbSM60nNLQEMln2E03j6JiDhQuLq13ns1jHz2o/3Lp1KyQSCTIzMw0Or3gM1J03Ux0fq/I9UdvHKcYYM+S5SEBMaejQofjll1+E7rfffhvTp0+vxYjKLV26FOPGjavxci9duoRGjRrVeLnVUXHZV9fChQvh4OCAqKgo+Pr61kBktas66z4uLg59+vSBm5sbduzYgU2bNiEzMxM9e/ZEVlbWM4r02frhhx/Qv3//Z1Z+YSHQs2ceEhPV+O9/Fdi/3wYtWkgxZEg+IiKez0S/Ji1dWoJx4wqE7m7dZFi2zLoWI/p3edbbL1C9Y8Xz8h3HGGO6aucSdi06e/YsQkJChO5evXrVYjSPPKsr+bV5h6Ciisu+urKystClSxe0adOmBqKqfdVZR1u2bEGjRo2wYcMGmJmVX0do3LgxWrRogWPHjuGll16q6TCfubFjxz7T8iMiynD7tgZHjtihYcPyZRYcLMPhw2XYsaMUwcH/7sPh2bPiJKt5cymaN5fWUjT/Ps96+wWqd6x4Xr7jGGNM1z/mDkj9+vWxePFifPjhh3B3d4ednR0GDhyIO3fuCOOkpaVh2LBhcHBwgKWlJVq2bIkNGzYIwyUSCW7cuIE33ngD9vb2APRvT6enp+P111+Hvb096tati9deew1paWnC8IyMDIwZMwYeHh6wtrZGUFAQ/v77b1GsK1euhIeHB6ysrNCxY0dcunSp0nnr2rUr1q5di3Xr1kEikSA2NlYYdu3aNXTs2BFyuRyurq6iOwhqtRqffvopmjRpAisrK7i7u2Py5MkoKCi/yvnZZ59h7NixuHnzJiQSCX7++WeD9d+7dw9jxoyBm5sbrKys4O3tjcWLF1cac0UlJSX46KOP0KBBA1hYWKBhw4aYO3eu0DTA0LI3pLJ1qFKpIJFIcPHiRSxduhQSiQRRUVF6ZSxfvhz16tXD33//DX9/fygUCvj7+yMuLg7r1q2Dt7c3bG1t0b9/f2RkZCAvLw9KpRJffvmlqBy1Wo169ephzpw5RuOVSCRYs2YNGjduDLlcjnbt2uHcuXOiccLCwuDn5wdLS0vUrVsXI0eOxN27dwEYX/cnTpxAcHAwrK2toVQq0b17d5w+fVooc+HChbhy5YqQfAAQmnxU1vTjcdv34/YhbWytW7eGpaUlfHx8sG3bNr16zp07hz59+sDR0RG2trYYPHgwbt68aTQuQNyERbsOo6Oj0b59e9jZ2cHT0xNr1qyptIzVq0vQokUurK2z4eiYgyFD8pGWpgEA9O1rjsLCOkLyAQBSKSCRADKZpNJyS0uBjz8ugrt7DpTKbHTqlIeTJx+d0Ds55eDnn0vQv38+5PJsPHhAD5eDGn365MHRMQe2ttkYPDgfN29qhOlUKmDKlELUqVM+fMSIAjx4oNGrf9OmUrRrlwulMhvOzjmYMaMQRUWPhtevn4PFi0vw4YflMdrZZWPgwHzcuVMeR9eueVi7thTr1pVCIslGbKxarwnWvXuEMWMK4OaWAyurbHh7P8DixSVGl0lZGfDhh0Xw8HgAuTwbDRrk4P33C1FaWumiFHncdg5Uvv8YcufOHTRs2BAjR44EET1cfpvQrl07KJVKODs7Y8aMGSjSWYAqlQpTpkxBnTp1YGtrixEjRuDBgwdVnxFU3rxMrVYjJCQEzZs3R05ODoAn30eq+z1R8Ttu9erVaNGiBaytreHo6IghQ4aIjgFBQUHcZIsx9uzRc2Du3LlkaWlZ6Thubm7k5uZGa9asobKyMkpNTSUXFxd65513iIiopKSEfH19yd/fn44ePUrXrl2j+fPnEwDatWsXERGlpaURAFqyZAndv3+fiIiGDBlCPXr0ICKisrIyat26NbVr146OHDlCERER1LZtW2rZsiWp1WpSq9UUEBBATZo0oSNHjtDly5dpypQpJJfL6cKFC0REFBERQQDo/fffp/j4eNq7dy8FBAQQANqyZYvBecvJyaGAgAAaPnw4ZWRkkEqlolWrVpFMJqNu3brRzp076ezZszRixAiSyWSUlpZGRETfffcdWVhY0KZNm+jatWt08OBBcnNzo2nTphERUUFBAb333nvUoEEDysjIoKKiIoP1h4SEkJeXFx09epTi4+MpLCyMpFIp7dixw+j6WLJkCUmlUqH7zTffJAcHB9q0aRMlJibShg0byMbGhmbMmGF02VdUlXWYkZFBvr6+NH78eMrIyKCysjK9clatWkUWFhY0fPhwys7OpuzsbPLx8SFPT08aN24cFRYWUlpaGjk5OdGsWbOIiGjcuHHk6+srKufw4cMEgK5evWow3iFDhpCbmxv16NGDIiIi6OjRo9SiRQtyd3enkpISIiJav349SSQS+vLLLyk+Pp7+/vtv8vX1pYCAANJoNAbXfXx8PMnlcho+fDjFxcVRXFwcDRo0iGxsbCg1NVUUg0qlogcPHtDZs2epe/fu5O/vL9Rd0eO276os/5ycHHJwcKDu3btTXFwcnT59mnr06EEODg40efJkIiJKSUkhW1tb6tevH50/f55Onz5NwcHB1KRJEyouLjYYGxFR3bp1acGCBaJ1GBISQqmpqaTRaGj+/Plkbm4ubP8VRUSUkUSSRf/9bzElJqopOlpFwcG51KFDrt64eXlEiYlqmjq1gOztsyk+Xm00LiKiKVMKyMkpm/74o4TOnFHR2LH5pFRm0fXr5dO5umZTs2Y5NHNmIZ08WUZlZUQpKWqytc2ifv3y6Px5FZ0+XR5PkyY5pF0MCxYUkYVFFq1ZU0IJCWpatqyYPDxyCMiijAwNERHt3FlKQBbNnl1ICQlq2ru3lNzds2nUqHwhPje3bHJzy6Y1a0qorIwoNVVNLi7Z9M47BQ/Xm4YCAh7Q8OH5lJGhIZWKaMmSYpJKs4QyQkLyyMsrh44eLaP4eDWFhZWQVJpFO3aU6qyjbFqwoEiIvV69bDpwoIySktS0Z08pubpm05w5hVVax1XZzh+3/xCJj+GFhYUUGBhI3bp1E/aDnTt3EgCaPXs2JSQk0N69e8nd3Z1GjRolxLVgwQKysLCgNWvWUEJCAi1btow8PDwIAGVkZBicl4rHQN15qzhsypQp5OLiQjdv3iSi6u0j1f2e0F0+ERERJJFI6L///S8lJiZSdHQ0BQcHU4cOHYR6PvjgA5o7d67RdcgYYzXhH5WA9OzZU9TvzTffpHbt2hHRoy+ZmJgY0TgdO3YUpisqKiIAtHbtWmG47sH54MGDBEBIJoiIYmJi6NVXX6XU1FTav38/AaDw8HBhuFqtJh8fH5owYQIREU2cOJGcnZ1JpVIJ4/z222+VJiBERO3bt6exY8cK3atWrSIAtHfvXqFfYmKi6GQwPT2dzp8/Lyrn/fffp2bNmgnds2bNooYNGxqtl4goISGBrl+/Lur3wgsvCMmdIbpfsJmZmSSTyeinn34SjTN37lxSKBRUUlJicNlXVJV1SETUvHlz4WTXEO2yO3v2rNBvxowZBIDu3bsn9Bs6dCj16dOHiIiOHz9OAOj06dPC8EmTJom+mCsaMmQIWVhYUFbWo5O4AwcOEAA6ePAgERG1bt2aXnrpJdF0hw4dIgB0/PhxItJf99OnTydHR0cqLX104peXl0dyuZwWLlwoKis8PJwAEAAKCQmhzMxMo/E+bvuuyvLXbsuXLl0ShqelpZFEIhHWyezZs8nOzo6ys7OFcVJSUsjMzIw2bNhgNL6KCYjuMtKWAYD27NljcPply4rJyiqLdBYb3bmjoehold64QBYBWdSsWQ6dO6c/XFduLpFcnkVLljw6MSwpIRoyJI8OHixPgN3csikg4IFoutmzC8nOLpuyszU686AmM7Ms2rCh/OS4adMcGjo0TzTdxIkFogQkKOgBdekiTqI2bCghiSSLUlPVQv09e4rHefPNfGrX7lFM7ds/oLFjHyUtFROQhAS1kFBpvfDCAyGJIRInIK+9lk89eojrvHJFXWkyp7uOq7KdV2X/0R7DNRoNDRkyhFq0aEE5OTnC+EFBQdSlSxdRGRs2bCCJRCIkOk2bNqWhQ4eKxpk4cWKNJCCLFi0iGxsb0X5V3X2kOt8Tut9xy5YtIysrK9Eyv3PnDkVHRxutkzHGnoV/TBMsAGjVqpWou06dOsjOLm9CcPbsWVhZWcHf3180Ttu2bUW3qitz5swZyOVytGjRQujXunVrbNmyBe7u7oiOjoalpSW6dOkiDDczM0Pnzp2FOi5fvoyAgABIpY/aVrdv3/7JZlTHiy++KHyuV68eACAvLw9A+S3/ffv2ISgoCA0aNICzszNWrlz5xA8hK5VKLFq0CP7+/nB1dYWzszMuXLhQ5XLi4uKgUqkQFBQk6t+2bVsUFBQgISGhSuXUxDrU5ePjI3y2tbVF3bp14eTkJOqnbWbRsWNHNGvWDL/++isAQKPRYMeOHY994LNFixaoU6eO0N2hQwcAwNWrV1FWVobz588bXC4AjM7T2bNnERAQAHNzc6GfUqmEj4+P3jRt2rTB0aNHsX79eqSnp6Nbt264f/++wXIft31XZflfvnwZCoUCfn5+wnA3Nze4ubkJ3dHR0QgMDBQ1tWvQoAE8PT2feD3q7vPa5azd5yvq3t0cEgkQHJyLVatKkJysQf36EgQG6j/ncOyYDXbsUMLPT4oePfIQHa0GABQXAzk5JPyVlgIXL6pQXAy0a/eoaZuFBbB1qxK9ej3q16GDuOlbdLQKgYFS2Ns/at7VoIEZPD3NEBurRmkpkJioQWCgeLr27R/Fq9EAZ86o0bu3uWicrl3NQQTExal1lpW4nDp1zJCdXfVf0lIqJVi0qBj+/rlwdc2Bs3MOLlxQIyvLcBkDB5rjyBEVhg8vwNatZcjOJvj6msHbu2pfK4/bzp90/5k9ezZOnDiBffv2wc7ODkD5fnzmzBn07t1bNG7Xrl1BRIiLi0NpaSkSExMRGBgoGudpjttae/bswYcffoht27ahdevWQv+a3EeAyr8ndHXv3h0SiQTBwcFYtWoVkpOTUb9+fb15Z4yxZ+0flYBYWVnp9aOHbXxzc3OhVCohkYjbctvY2Bg8EBuSnZ0NhUJhdHhubi5KSkpgZWUFuVwu/K1duxbp6ekAyg/6FeNUKpVVqt8Q3Xi086ad56lTp2LBggWYMmUKIiIiEBsbi4kTJz5R+WVlZejTpw8OHTqEH374AadOnUJsbOwTPeCdm5sLoPyEXpeNjQ0Aw1+Exsp52nWoy9LSUtRt6KeetcsSAMaPH4+NGzdCpVLh2LFjyM3NxbBhwyqtQ3uio6VdXwUFBSgoKIBGo3ni5ZKbm6s3jXa6itPY2dkhODgYo0ePRnh4OG7duoVFixYZLLcq2/fjlr+h7RsQb+O5ubk4cuSIaB+Ry+VISkoS9pOqqmyfr8jHxwyRkbbw8pJi9uwiNG78AEFBuTh1Sq03bqdOMrz8sjm2blWibVspPvqoEADw2WdFqHOxJWgAACAASURBVFMnR/j7/fdS4SS+kkUHALCzEy+33FzCkSMqyOXZor+kJA3S0zUoKCAQAVZW4umUykfdhYXlz4nMn18kKsPLq/w5gvT0R8+LGFhUMLKo9JSVAX365OHQoTL88IM1Tp2yRWysHdq0Mf6Q+qhRFti1S4nsbA1Gj85HvXo5ePXVfNy7V7VKH7edP8n+c+rUKfzwww/Izc1FYWGh0L+wsBAqlQrz588XbYteXl4Ayp+JKigoABHV6HEbKE9+RowYAZVKpffMSk3uI0Dl3xO6fHx8EBkZCS8vL8yePRuNGzdGUFAQTp069cR1MsbY0/jX/OyLnZ0d8vLyQESiE6jc3Fy9k0RjnJycDJahW4dcLkdMTIzeMO0dD4VCoffwovahw5qkVquxZs0afPLJJxg1apTQ/0kfnIyOjsb58+cRERGBzp07C/0zMjLQuHHjKpWhXb7aRERL213V5V8T6/BpjB07Fh9//DHCw8Oxe/duvPLKK4+tV/vAv1Z+fj6A8pMXhUIBqVT6xMvFzs5ObxrtdK6urgCAAwcOwMrKCsHBwcJwW1tbNG7cGNeuXTNYblW278ctf4VCYTA23W3czs4OnTp1wsqVK/XG0548PiutWkmxYYMCajVw/LgKc+cWISQkD2lp9rhyRY2EBDWGDrWoMI0MGzaUP2z9zjuWGDDg0RV5b2+p8NB4bu6TvZfDzk6CTp1kWLlSP3OxsZHA2rp8GWsfWNfKyXnUbW0NmJsD06bJMX68OKEGgPr1K394vqqio1U4f16NiAgbdO786GshI4NQ2WFg0CBzDBpkjoICYM+eUkyfXogJEwqwe/fjT94ft50/yf4jl8sRHh6OSZMmYeTIkTh58iTMzc1hbW0Nc3NzTJs2DePHj9erq379+rC2Lv8p4po+bhMRVqxYgejoaEyZMgWdO3dGw4YNhdhrbx9phQ0bNkCtVuP48eOYO3cuQkJCkJaWpnfRhjHGnpV/1B2QyrRt2xbFxcV6v0AUGRmJdu3aifoZu4Lapk0blJaWin5Z6fLly2jbti0uXbqEwMBAFBcXQ61Ww9fXV/jT/gIVUH6F6fz589BoHl2ZPHToUJXmwVhchqjVaqhUKtStW1fol5eXh927d+uVU1m5xcXlLxXTLScyMhI3btyocjz+/v6QyWQ4ceKEqH9kZCTs7OzQtGnTKsXyJOvwWXB0dMSgQYOwceNGbN26FW+88cZjp7l48aLoxEX7Cz7NmzeHubk5/P39DS4XAKJ50l0ubdu2xZkzZ1Cq83NCOTk5uHr1qjBNaGgo3n77bajVj67u5+XlISEhAZ6engZjfdz2XZXl7+Pjg9LSUly+fFkYfuHCBdGv0QUGBiIhIQFeXl6i/cTMzAwuLi4GY6sJ0dFqREaW/zKVVAp06SLDggVWyMwk3LmjwZEjZRg+vAApKeJfmTp3TgVPz/ILCA0bmqFTJ5nwV6+eBD4+ZrC2Bo4effSrVxoN0KVLHtavN/6TT4GBMiQkqOHlZQZf30d/ZmaAi4sElpZAo0ZmiI0V/zzuoUOPXoxoZgYEBEiRnKwWleHpaQYLC6BOnSdLQIztfg8PA6hb91F5kZEq3LihMTrNrl1lSE4uX5YKBfDaaxaYONESFy7o33Ey5HHb+ZPsP61atUJAQAA2bNiAS5cu4bPPPgNQ3kQ2ICAAycnJom3R09MTFhYWqFOnDiwtLdGoUSO9pk9VPW4bI5X+H3v3HRXF9fYB/LssvSwdVloooa5AFFAErBhELETBgDXWaGKJsRG7xB6jUWNiIkaNChI7scaIJRg1Gks0auyiUZouBikBZJ/3D17m50pbBAHN8zmHc9i5M3OfuffO7tyZOzNi9O7dGwsWLIC1tTX69+8v/C7UZh+pye/E83777Teh/MRiMdq2bYvZs2fj4cOHSvswY4y9bK9NB6Rz587w8PDAsGHDcPr0ady6dQtTpkzB77//jnHjxgEoPUumo6ODo0ePCmOMnxUcHAxPT08MHToUBw4cwLFjx/D++++joKAArq6u6NixI5o1a4Z+/frh6NGjuHPnDjZt2oRmzZrhq6++AgD07t0bGRkZGDduHC5evIjt27fj+++/rzZ+Y2NjnDt3DufPn690DP+zNDU18dZbb+H777/HrVu3cOHCBXTt2hVhYWGQy+W4evUqnj59CmNjY6SnpyMlJaXCRzx6e3tDW1sby5cvR1paGg4cOIBRo0YhJCQEV69eRWZmZrWxmJiYYPDgwZg/fz6SkpJw9+5drF+/Hl999RXGjh0LdXX1asseUK0OX7ahQ4diw4YN0NDQQIcOHaqdXyKRYMiQIbh8+TIuXryIKVOmwN7eHkFBQQCACRMmYM+ePViyZAlSU1Nx+PBhfPTRR2jbtq0wlv35uv/www+Rn5+PIUOG4Nq1a7h48SL69OkDiUQivGvgk08+wbVr1/Duu+/iwIED2LdvH3r06IHi4uIKz/QC1bdvVcq/a9euMDAwwKhRo3D69GkcO3YMH374ISwtLYV8RowYgdzcXAwcOBDnz5/H9evXMWfOHMhkspc61GP//mKEh+di27Zi3LqlwPnzJVi+/F/Y26vBzk4NgwZpwcJChK5dS+c5cuQpRo/Ox+HDTzFqVOVnfiUSEQYP1sK8eQXYsKEIZ86UYMSIfPz++1MEBlZ+EXnECC3k5hIGDszD+fMluH5dgTlz/oVM9g9OnSrtdPTurYmkpGLExRXizz9LsHjxvzh3TvkAfuJEHWzfXowFC/7FtWul29W/fx4CA3NQk5GJxsZqOHeuBOfPl+DRI+WDWG9vMbS1geXLC5GWRjhw4ClGjcpHSIg6rl4tqXBY1dKl/yIqqvQljrdvK3DkyFNs3lyEtm1Vu7CuSjtXZf95lqurKz777DMsXLgQx44d+//ym4jt27djwYIFuHbtGs6fP4/+/fsjMDBQGMbVu3dvJCUlIS4uDn/++ScWL15c4ZXuF6GtrY2NGzfi5MmTWLhwIYAX30dq+jvxvP379yM8PBzbtm3DrVu3cP78eSxfvhz29vaws7MDAMTExGDmzJkvtrGMMaaqer3lvRKqPgXr+UcDjh8/npycnITP9+7do8jISDI0NCRNTU1q3rw57dy5U2mZ2NhY0tXVJVNTU8rOzlZ6QggRUWpqKoWHh5OBgQEZGxvTO++8Q3fu3BHSMzIyqH///mRqakra2trk7u5OS5YsUcrjiy++ICsrK9LS0qJWrVrRuXPnCAD98MMPlW7f3r17ydTUlPT09Gj//v3C002efczskydPCABt2LCBiIjOnz9PPj4+pK2tTW5ubrR161a6d+8eOTo6koGBAd2+fZtSU1PJzc2NNDU1acaMGRXmvWnTJrK3tycdHR1q3bo1Xbhwgfbt20cSiYRkMlmFyzz/BJjCwkIaP348WVlZkbq6Ojk4ONC8efOER2VWVPYVUaUOVX0K1rNlN3PmTLK2tlaab8iQIdSyZUulaSUlJWRgYEDTp0+vdP1lunfvTj179qRvvvmG7OzsSFNTk1q2bFnuyWSrV68mNzc30tDQIHNzcxo6dKjS9j9f90SlT+UKDAwkbW1t0tfXp9DQUPrzzz+V1nv48GHy9/cnbW1tMjU1pY4dO9LJkyerjLm69q1K+R88eJBkMhlpaGiQs7Mzbd26lQIDA5Wemvb7779TcHAw6erqkkQioYCAAKUn9VSkoqdgVdX+n1dcTDRlSj7Z2z8mTU05mZtnU3j4E7p8+X9PZbp1q4R69HhChobZpKcnp+bN/6ENGyp+bPGzCgqIxozJI0vLbNLVlZO//z905Mj/YrO2zqapU8s/fvb3359ScHAO6erKSSKRU0BADu3d+78nEP37L9HQoXkkkchJX19OUVG5tHVr6WN3MzL+t+8kJBSSl9c/Stt15cr/tqui/MePzycnp/89DWrv3iIyNS3d7v37i8o9BWvTpkKyt39MOjpyat06hy5ceEr79hWRRCInmaz0aVrPPgUrI0NBffrkkrl5NmlqysnO7jF9+GEePX6soMo8W8dEqrXz6vaf57/DFQoFderUiezt7emff/75//JLIC8vL9LU1CRzc3MKDw+nK1euPFMP/9LQoUNJIpGQvr4+RUVF0datWwkAZWRkVLgtNXkMLxHRvHnzSENDg37//XcierF95EV+J55/1PyUKVPI3t5eqSwuX74sLN+yZUul8mSMsZdBRFSL67mMvWb27duH8PBw3LlzR7jfgjHGGGOM1Z3X5iZ0xmrj/v37OHv2LN5//32MGTOGOx+vmKtXFXBzq9kDGNjL8/nnOhg/vvxT5xhjjDEA4CsgjAHo1q0bUlJSEBUVheXLl/PTYBhjjDHGXhLugDDGGGOMMcbqzWvzFCzGGGOMMcZY48cdEMYYY4wxxli94Q4IY4wxxhhjrN5wB4QxxhhjjDFWb7gDwhhjjDHGGKs33AFhjDHGGGOM1RvugDDGGGOMMcbqDXdAGGOMMcYYY/WGOyCMMcYYY4yxesMdEMYYY4wxxli94Q4IY4wxxhhjrN5wB4QxxhhjjDFWb7gDwhhjjDHGGKs33AFhjDHGGGOM1RvugDDGGGOMMcbqDXdAGGOMMcYYY/WGOyCMMcYYY4yxesMdEMYYY4wxxli94Q4IY4wxxhhjrN5wB4QxxhhjjDFWb7gDwhhjjDHGGKs3/5kOSG5uLkQiEY4dO1bn6w4PD8eff/5Z5+utL76+vpgzZ05Dh1Fjzs7ODR1CpV5me/viiy+wYsWKOl/vs6KjozFx4kSlaadPn4ZIJMK1a9ewYcMGiMViEJGQvn//fkilUhgYGCAyMrLSdb9oezt37lyV6/2v6tixI6RSKUQiUaXfQ7t374a6uvoL5zFhwgR07NjxhZevjJ6eHlatWoV79+5BJBLh6NGjSumHDh2CnZ0d5HJ5nefNGGOs4bz4L9IrRldXFydOnIBMJqvzdf/xxx91vs76tG7dOhgbGzd0GDVy584dZGdnN3QYlXrZ7c3X17fO11smMTERFy9exPr165WmGxkZAQCMjY1hZGQEQ0NDiEQiIT00NBTp6elYsGABfv/990rX/6Lt7VXaz4hIqWxepoMHDwIAtLW1K50nKCgIv/766wvnMWbMGOTl5b3w8pUxMjIS2hOAcu2iQ4cO6NmzJz766CNs2LChzvNnjDHWMBrFFRA3NzcsXboUfn5+sLCwQFhYGB49eiSk7927F15eXrC3t4e7uzv27NmjtPz06dNhb28PLy8vrF27FhKJBFeuXBHSXV1dYWVlhcDAwHIHMSNGjMDYsWPRv39/dOzYEe7u7ko/1NevX0f79u3h4OAAOzs7zJs3T0jLz8+HVCpFamoq2rVrB6lUCi8vL6X1r1+/Hp6ennBzc4Ovry+Sk5OV0p2cnJCcnIwBAwbAzMwM2trauHHjxosXZg0MGjQIUqkUfn5+WLt2bbn0hQsX4s0334SdnR1at26Na9euAQDu378PFxcXDB06FPb29lizZg06deoEmUyGnJwclfL+66+/0LJlSzg5OaFLly6YMmUKoqKihPSzZ8+ibdu2cHFxgbOzMzZu3CikHTx4ED4+PpDL5ZBKpZBKpRgxYoTK211de6uqzgFgx44dcHV1haurK8aMGYNu3bph5cqVQvrLam9A6UH+pk2bMGXKFGHbn20vp06dQmBgIFxdXSGTybBs2TKl5atrbyUlJZg2bRpmzZoFTU1NpWWf74DUtBNRXXuLi4uDTCaDh4cHvLy8sG3bNiHt008/xejRo7F7925hu5/vIFWladOm2Llzp/B5zpw5iI6OFj7/+uuv8PPzg0wmg6urK2bOnKm0fGJiIjw9PeHs7IzmzZvj3LlzQtq9e/ego6ODmzdvIigoCMbGxnBwcFA5turaY3V1WpVLly5BKpXC2dkZgYGB5dJLSkoQGxuLN954A1ZWVggODsbly5eF9Li4OEilUnh6emL06NHllq9qPy1bvrI6BUrblImJCQwMDCAWiytsU5MnT8aOHTuU4mKMMfaKo0ZAJpORr68vyeVyKi4ups6dO9PIkSOJiKiwsJAkEgnt2bOHiIji4+PJ2NiYFAoFEREdPXqUjIyM6O+//yaFQkGjRo0iNTU1unLlSrl8LC0tKSUlRWnayJEjSSqVUkZGBhERLV68mIKCgoT00NBQmjhxIhER3bp1izQ1NencuXNK6xCLxXTx4sVy+Z04cYIMDAzo6tWrRES0Z88eMjAwoMzMTGGeLl26kIuLCy1ZsoQKCwuJiIRtq8qRI0fI0NCwwr/c3Nxql39WVFQUzZ49W2nayZMnycDAgNLS0oiIaNiwYRQeHk5ERJmZmQSATpw4QfPmzSMHBwcqKSmhgIAA2rlzp0p5tm/fXijXq1evkpmZGUVFRRER0ZMnT8ja2prWrFlDRES3b98mExMTOnPmjLB8SkoKmZqa1mg7y1TV3oiqrvPc3FwyMDBQao9aWlq0cuXKcvm8rPYWHBxMX375Zbn8cnJyyNzcnBISEoiI6O7du2Rqakr79u0T5qmuvR07doz09fWpqKio3PqLiopIIpEQEdGFCxeoefPm5eYhIpo/fz5FRERUmEZUcXvLysoiXV1devToERER3bx5k/r27asU2+zZs6tcb1VkMhnt2LFDaV1l7Y2IyNPTU6jT/Px8eu+99yg1NZWIiE6fPk0SiYQuXLhARERJSUlkbm5OBQUFwvJ6enrk5+dHP/30EykUCiopKalRbJW1R1XqtIyWllaF30NERFeuXCGxWFxu+ty5c6lFixb08OFDIiKaN28eOTk5lYt/5cqVFBwcrDStuv1UlToNCAigs2fPEhGRiYkJ5eTkVBh/t27daPr06RWmMcYYe/U0iisgANCvXz8YGxtDXV0d/fr1w+HDhwEAmpqauHv3LkJDQwGUjnfOzs5GVlYWAODIkSNo3749rK2tIRKJMG7cOCgUihrlHRoaCgsLCwCAj48Pbt26JaRt374ds2fPBgA4ODjAyclJuBJQnW3btqFHjx5wcXEBAISFhcHW1lbpKoihoSGaNGmCjz/+WDjjrMrQjbZt2+Lx48cV/unp6am24VVo0aIF7t27B6lUCqC03Mu2uyw+Hx8fWFpaws3NDWpqajAzM1M6c1sZhUKBX375Bf369QMAuLi4ICwsTEhPTk5GYWEhBg0aBACwt7dHREQENm3aVOvtKlNZewOqrvMzZ85AXV1diLdPnz5CGanqZbW3X375BTo6OujduzcAwNbWFlFRUUpn/qtrb8ePH0fLli2hoaFRbv0aGhq4d+8eAEAmk5Ubr18bmpqaICJ89913SE1NhaOjIzZu3Fhvw5gMDAyQmJiIP/74A9ra2li3bh3s7OwAAPHx8QgJCYGnpycAoHv37jAyMiq3H4eFhSEkJAQikQhqajX7aq2sPapSp7Xxww8/YPjw4TA1NQUATJw4ESdPnlQp/ur2U1Xq9MCBA/D29gYA3L59GwYGBhXm1bp161oNIWOMMda4NJoOyLMHcSYmJkrj+9evX4+AgAC0aNECXbp0AQChk/Hw4UPhxxMo/YGuKUNDQ+F/sViMkpIS4fOxY8fQtWtX+Pr6wt/fH6mpqSp3cNLS0oQDzTIWFhbIyMgQPotEopc6nv9FFRQUYObMmfDx8UHLli0xffp0pe0Wi8XQ0NCAmpqa0oGsKmXz+PFjlJSUVFpvcrkcOTk5sLe3F/527dpVp/d8VNXeqqrz59sbANjY2NQo78bc3jIzM2FpaVlpukQiAQCoqalBX19fpbhUIZFIcPToUZw9exa+vr6QyWT44Ycf6mz91dmyZQuMjIwQERGBJk2aYObMmUK5y+VyHDhwQKk9PnsSBKj9flxZe1SlTmsjKysL5ubmwmd1dXWYmZmptGx1+6kqdaqnpyd0dsraVkWsrKyQnp5e081jjDHWSDWam9CfPXMul8thYmICAPj5558xffp0nDlzBk5OTkhLS4OVlZUwr5GRETIzM4XPDx48qLOYcnNz0bVrVyQkJCAiIgJA6fh+VTVp0kTpIAUo/cF//oC1qptHK3P06FGEh4dXmHb//v1aXwWZO3cuTp06haNHj0JfXx+bNm1CbGxsrdZZxtDQEGpqanjy5Ikw7dl6s7GxgbW1tdKVgbpWWXurrs6NjIyU4n4+9tpoDO2tvq44VMTPzw+bNm0CEWH//v3o0aMHAgMDa9zBq8jzHb3n71WysrLC8uXLsXz5cly6dAk9e/aEi4sL+vbtCxsbG0RERGDNmjVV5vEi+3GZytqjqnX6oqysrJQ6M8XFxbh69Src3d0hFourXFaV/bSu6pTq8aZ+xhhjL1+juQKSmJiIgoICKBQKJCQkIDg4GEDpwZ2FhQUcHR1BRPj2228BlB6sAUBAQAAOHTqEhw8fAgBWrFhRZz9Ujx49QlFREfz9/QEASUlJSE9PF/IuI5FIhGEyT548QWFhIQAgIiICO3bsEG7y3b17NzIyMoRtq42XPQTrwYMHkMlk0NfXR25uLuLj48tttyratWuHMWPGKE0Ti8Xw8/MTzobeunUL+/fvF9IDAwNRWFgopOfn52PEiBE4fvy4MI9EIsGTJ0+QlpYGAEL9q6qy9lZdnTdr1gz//POPMPxo69atdXY2+kXaW1FRkXAw3aZNGxQUFGDz5s0AgNTUVCQmJird3F+dujy7XhO//fYboqKiUFRUBJFIBB8fH+jo6CjtyxKJBHfu3EFRUREUCkWNHs1qa2sr3MScm5uL3bt3C2l5eXlo06aN0JZcXFxgYWEh5B0ZGYmkpCRcvXoVAHD37l1ERkbW6aNhK2uPdVGnVenduzdWrVoltKEVK1YgMjKy2s4HUP1+qkqdqiotLa3GQx0ZY4w1Yg15A0oZmUxGU6ZMIX9/f7K1taXOnTsLNy7m5ORQcHAweXp6UnBwMO3fv59CQkLIycmJsrKyqKSkhD788EOysrIiPz8/SkxMJLFYTH/99RcREU2aNIksLS3J0tKS1NTUyMTEhCwtLYWbPEeOHEkfffSREEtKSgpZWloKn8eOHUtOTk7Url07WrRoEc2ePZvMzMwoOTlZmGfZsmVkampKEomE3nzzTbp27ZqQtm7dOmratCm5urpSq1at6OTJk0rb3rdvX5o6dWrdF2o1du7cKZSLtrY26evrk6WlJTVr1oyIiM6fP08eHh7k7+9P3bp1o99++41sbGyoe/fulJWVJdzQunbtWuHm9PDwcIqLi1PKx9XVlfr27Vsu/1OnTpGHhwc5OztTZGQkTZgwgaKjo4X0M2fOUFBQEDk6OtKbb75JEydOpOLiYiG9pKSE+vfvT/r6+mRsbEytWrVSeduram9E1df56tWryc7Ojpo2bUqTJ0+m4OBg+uabb4ioftrb0aNHydHRkfT09Mja2po2bdokpJ08eZICAgLI1dWVmjZtSuvWrVPa9ura2/Hjxyu9Cb0q169fF7ZbX1+ftLS0hM+PHj2qtr0VFxfTmDFj6M033yQPDw/y8vIqF3t6ejr5+/uTrq4umZub08cff6xyfCdPniQPDw9q37499erVi2JiYigyMlJIX7VqFbm5uZG7uzu5u7vT+PHjlW7ETkhIIJlMRm+++SbJZDJau3at0vqtra3p559/rlGZlamuPVZVp8OHDxfKFQCZmpqSpaUlTZ48mYiIgoKCyNLSkszMzAiAMG98fDwRlZb7tGnTyMrKit544w0KDg4WvjszMzOF+SUSCWlqagqfb9++TURV76eq1KmqunXrRjNnznyhZRljjDU+IqJn3iTWQJo2bYrY2Fhh2Elt5OfnQ09PDxkZGeXGTrPGa9KkScjNzcXXX3/90vOqy/YGlN6wP2HCBLz77rt1sr6GVFJSAjc3N8ybNw+9evVq6HD+E+q6Pb5uMjMz4ejoiNOnT8Pd3b2hw2GMMVYHGs09IC/aDyosLISnpycWLVqE8PBwxMfHw8nJiTsfjdxXX32FLVu24ODBgygoKMCuXbswderUWq93/vz5uHnzZqXpS5cuBfDi7Q0A+vbtCysrKyxatAiXL1/GpUuX4Ofn98Lra0zEYjHmzJmDWbNmITw8vNy7QBqbp0+fVvkOGGtr6zq7d6mmahJbIzgP1GjNmzcPPXr04M4HY4y9RhpNB+RFaWlpYe7cuZg0aRLGjx8PY2NjJCQkNHRYrBr9+/fHoUOH4OTkBHV1dXTr1k141GhtTJ48uQ6iqz6PIUOGwNHREZqamvjqq69q9OK5xi4qKgo7duzA1KlTsWjRooYOp0rq6upYvXp1Q4dRocYc26vi8OHD2L59O86fP9/QoTDGGKtDjWIIFmOMMcYYY+y/odE8BYsxxhhjjDH2+uMOCGOMMcYYY6zecAeEMcYYY4wxVm+4A8IYY4wxxhirN9wBYYwxxhhjjNWbRtMBycnJQffu3WFiYgIDA4PX6rGmr7Lc3FyIRCIcO3asoUOpsd27d0Nd/eU8aTo8PBx//vnnS1l3Q2vs5RYdHY2JEycqTXNzc8PGjRuFz48fP4ZIJMKNGzdqlZcqQkNDYWtri6dPnwIAHj58CJFIJHxmDUOhUCA4OBifffZZQ4fCGGPsOY2mA7JlyxbcuHEDd+7cwZMnT3D79u0Gi4WfTPw/urq6OHHiBLy9vRs6lBoLCgrCr7/++lLW/ccff9TZuhpbe2vM5ZaYmIiLFy9i7ty5dRRR3cjOzsaWLVsaOgz2DDU1Naxfvx7z58/HlStXGjocxhhjz2jwDsi9e/cglUrx8ccf49atW3BxcYFUKkVoaKgwz6lTpxAYGAhXV1fIZDIsW7ZMaR1OTk5ITk7GgAEDYGZmBm1tbZXPfN67dw86Ojq4efMmgoKCYGxsrHT1JTMzE3369IGzszPs7e0xadIklJSUCOm//vor/Pz8IJPJ4OrqipkzZwppiYmJCAgIwNSpU2FnZwd7e3usW7dOKf/169fD09MTbm5u8PX1RXJyspA2YsQIjB07Fv3790fHjh3h7u6uiAenNQAAIABJREFUdGCYnp6OsLAwuLu7w9nZGdHR0cjJyRHSz549i7Zt28LFxQXOzs5KZ4hV4erqCisrKwQGBpY7cKwutuq4ublh6dKl8PPzg4WFBcLCwvDo0SMhfe/evfDy8oK9vT3c3d2xZ88epeWnT58Oe3t7eHl5Ye3atZBIJMJBxqVLlyCVSuHs7IzAwMBK837nnXfg7++P1q1bIyMjQ0i/fv062rdvDwcHB9jZ2WHevHlCWn5+PqRSKVJTU9GuXTtIpVJ4eXkprb+qOq2uvf2Xyy0xMRGenp5wdnZG8+bNce7cOaX0kpISTJs2DbNmzarxG9pru69U9x3Ts2dPfPHFFxXmXVBQgP79+8PR0RG2trbo3bs3CgoKAADx8fHo3r07unTpAjc3N8TFxaFly5bo06ePyrFVZevWrXjrrbeUpqmrq+Ovv/4CUFqmo0ePhqurK9zd3REYGIhLly4J81b3/TdkyBDMnj0bS5YsgZWVFfT19YWXLyYmJiI4OBgxMTHo3LkznJ2dsXLlSqVYFi5ciDfffBN2dnZo3bo1rl27BgC4f/8+XFxcMHToUNjb22PNmjXo1KkTZDKZUG/VxQaUvm1+8ODB+PTTTyssn8TExHq7UsYYY+wZ1EgsWrSIwsPDy03Pyckhc3NzSkhIICKiu3fvkqmpKe3bt0+Yp0uXLuTi4kJLliyhwsJCIiJSKBQq562np0d+fn70008/kUKhoJKSEiGte/fuNHjwYCouLqa8vDwKCgqixYsXC+menp60Z88eIiLKz8+n9957j1JTU4mIaMuWLaStrU1xcXFERHTs2DFSV1entLQ0IiI6ceIEGRgY0NWrV4mIaM+ePWRgYECZmZlERDRy5EiSSqWUkZFBRESLFy+moKAgIe/Ro0fTxIkThc+xsbG0d+9eIiJ68uQJWVtb05o1a4iI6Pbt22RiYkJnzpxRuVzKWFpaUkpKitK06mKrjkwmI19fX5LL5VRcXEydO3emkSNHEhFRYWEhSSQSoVzj4+PJ2NhYqNOjR4+SkZER/f3336RQKGjUqFGkpqZGV65cUcrjypUrJBaLK8y7U6dOVFRURERE3bp1o2nTpgnpoaGhQrneunWLNDU16dy5c0rrEIvFdPHixXLrrq5Oiapub//Vcjt9+jRJJBK6cOECERElJSWRubk5FRQUCPMcO3aM9PX1hfyf5erqShs2bBA+Z2dnEwC6fv06EdV+X6nqO6ZTp060fv16cnFxoZSUFMrKyiIAVFxcTERECxYsoICAACoqKqL8/Hzy8vKiL774goiINm/eTEZGRlRQUEAhISH03nvvUX5+Pqmrq1N2dna1sYWGhpKhoWG5v7J62bJlC3l7e5erg7I637ZtG/n7+9PTp0+JiGj79u20YMECYd7qvv8WLVpEzs7OFB0dTdnZ2UREQnvesmULicViOnToEBERnTlzhjQ1NSkvL4+IiE6ePEkGBgbC9+GwYcOE34DMzEwCQCdOnKB58+aRg4MDlZSUUEBAAO3cuVOl2MqcOXOGtLS0hHyftXPnTrK0tKTbt2+XS2OMMfbyNPgVkOr88ssv0NHRQe/evQEAtra2iIqKws6dO4V5DA0N0aRJE3z88cfCmVGRSKRyHoaGhggLC0NISAhEIhHU1EqL5fHjx9i1axfGjRsHdXV16Orq4oMPPsCmTZuEZQ0MDJCYmIg//vgD2traWLduHezs7IR0XV1dDBkyBAAQGBgIBwcHpKSkAAC2bduGHj16wMXFBQAQFhYGW1tbpTPmoaGhsLCwAAD4+Pjg1q1bSnkfOXIEhw8fRmFhIWbMmIHOnTsDAJKTk1FYWIhBgwYBAOzt7REREaEUe21VFZsq+vXrB2NjY6irq6Nfv344fPgwAEBTUxN3794VroJ17NgR2dnZyMrKAgAcOXIE7du3h7W1NUQiEcaNGweFQlGjvHv37g0NDY0KY9++fTtmz54NAHBwcICTk5NwZrY6qtRpZe1NVa9jucXHxyMkJASenp4AgO7du8PIyEip3I4fP46WLVsK+ddEbfeV6r5jRCIRxowZU+FVkPHjx+Onn36ChoYGdHR0EBgYKJSLSCSCh4cHtLW1YWlpCQ8PD+jo6EBXVxdyubza2Pbt24fHjx+X+yurB1XK5caNG9i6dSuys7PRo0cPxMTEAFDt+8/Q0BDp6elYtWoVjIyMAECpPdva2qJ9+/YAgLfeegtPnz7F/fv3AQAtWrQQroADpe312XIBStuYpaUl3NzcoKamBjMzMzx69Eil2Mo0a9YMGhoaOHPmTLm08PBwpKenw97eXqXyYowxVjdezp2mdSgtLU04yC1jYWGB8+fPC59FIhF8fX1fOI/Kls/OzgYRISwsTPhBLCkpgZ6enjDPli1bsGDBAkRERCA3NxfDhw/HzJkzhR9hCwsLpQMVExMTZGdnC9vWpEmTctv27LAWQ0ND4X+xWKw0xGDGjBnQ19fHpEmT8NdffyE8PBzLli2Dqakp5HI5cnJylH5YCwsL0aVLlxcqo4pUFZsqyg48AOVyAUqHMcXHx0OhUAj3SJQdLD98+BCmpqbCvLa2tnUa+7Fjx/DZZ58hOzsb6urqSE1NVflAXZU6rW17fR3LTS6X48CBA0rtNS8vT+g8AaVDbiwtLStcXiQSKd1LU5Zv2b5X231FlTobOHAgZs2aVe7+tdTUVEyZMgXXr1+HpqYmUlNTER4eLqTr6OgAKD1wf7Zzo1AoXvp+/Pbbb+PLL7/Ed999h6FDh8LPzw+LFy9Gs2bNVPr+E4lEcHFxgYGBQYXrf7a9qKmpQSQSCW2moKAAM2fOREpKCtTV1YUHB5QRi8XQ0NCosFxUie3ZGKVSKdLT02tZWowxxupKo++ANGnSROkgBACysrJgY2OjNE1bW7tW+VS0vJWVFUQiEVJSUpSuajw/z/Lly7F8+XJcunQJPXv2hIuLC/r27QsASuPzgdIDLRMTEwCqb1tltLS0MHnyZEyePBmZmZkYMWIEPvnkE8TFxcHGxgbW1tY1vipRn54tm2fL5eeff8b06dNx5swZODk5IS0tDVZWVsK8RkZGyMzMFD4/ePCgzmLKzc1F165dkZCQgIiICACl98Koqj7a6+tYbjY2NoiIiMCaNWsqnaeqq5r6+vpKHbGy7Sw7K18X+0p1daanp4dBgwbhm2++UZo+YMAA+Pn5ISEhAWKxGMOHD69yPc+qLrbOnTvjxIkT5aaPHj0as2fPLtdJzMvLK3eiIDo6GtHR0SgoKMCSJUvw7rvv4vr16yp9/wEv3pbnzp2LU6dO4ejRo9DX18emTZsQGxur0rKqxlaGiGp0VZwxxtjL1eiHYLVp0wYFBQXYvHkzgNKziYmJiYiKinrpeWtpaaF79+5YuHChcEb5888/x7fffgug9Me8TZs2SEtLAwC4uLiUu+Ihl8uRlJQEoPRm+jt37qBNmzYAgIiICOzYsUO4AXL37t3IyMhAcHCwSvENHDgQP/30E4DSs+wuLi5C3oGBgSgsLMQPP/wAoPQm4BEjRuD48eO1LZY6k5iYiIKCAigUCiQkJAjb/eDBA1hYWMDR0RFEJJR3bm4uACAgIACHDh3Cw4cPAQArVqyos4OLR48eoaioCP7+/gCApKQkpKenC3mXkUgkwnCRJ0+eoLCwEEDt67RMu3btMGbMmArTXsdyi4yMRFJSEq5evQoAuHv3LiIjIyGXy4Vln7+S9Kz27dsjPj4emZmZyM3NxZIlS9CqVSvhik997SujR4/Gjh07lMr1wYMH8PPzg1gsxs2bN3Hw4MFy5VKZ6mKrbgiWra0tUlNTkZeXBwBISEhQGiL19ddfY86cOQBKr8T4+PgIsVf3/VdbDx48gEwmg76+PnJzcxEfH69yudQkNiJCRkaG0pXDMj/++CNsbGxw586dWm8PY4wx1TX6DoiBgQF+/PFHLFu2DG5ubujatSsWL16MoKCgesl/1apVkMvlcHZ2hrOzM06cOCEMn9DT00P//v3RoUMHeHh4wNvbGy1btkR0dLSwvEwmQ3JyMjw8PBAdHY3Vq1cLQ8r8/f2xfPly9OjRA25ubpg3bx52794tnLWtzvvvv49p06bB3d0dHh4euHr1qnAwoauri127dmHFihVwcnKCt7c3JBIJWrRoodK6Y2JiIJVKIZVKkZWVhfDwcEilUowaNaomxVel1q1bo0OHDrC3t4dCoRCeINazZ0/Y2dnB29sbb7/9Nlq1aoWQkBCEhobi4cOHCAkJQa9eveDt7Y0WLVrAx8dHGN5Rtl6pVIrWrVujpKRE2I6EhIRqY3rjjTcwduxYtG3bFu3bt8f169cxceJETJ48GYcOHRLmmzVrFt5//30YGhqiefPmuHv3LoDa12mZ9PR0pYPv173cmjVrhhUrViAiIgLOzs4ICwtD165dhas7QOnB+G+//Ybi4uJy+U+dOhXOzs6QyWTCAeX3338vpL/MfeVZtra2CAkJURoONnfuXEyfPh2tW7fGwoULsWzZMuzevVul91PUNjZfX19ERUWhZcuW6NKlCwoKCmBiYiJcBenZsyd+++03ODs7o2nTppg9ezY2bNggLF/V919tjR07FsePH0erVq3Qp08fzJgxAyKRSOX1qxrbuXPn8PTpU/j4+JRLy8/Px/379/mdLYwxVs9ERI3sJQSvka1btyI2NhYXL15s6FAanaZNmyI2NlYYrlMb+fn50NPTQ0ZGRrn7hV43/+VyKykpETp1vXr1auhw2Cti/PjxSEtLU6kjzRhjrH40+isgrzru31XuRcumsLAQLi4uwtC2+Ph4ODk5vRIH0XXhv1puYrEYc+bMwaxZs1BUVNTQ4bBXwP3797FmzRpMnz69oUNhjDH2DO6AsFeOlpYW5s6di0mTJuHNN9/EqlWr+OymCl6HcouKioKnpyemTp3a0KGwRk6hUGDAgAH45JNP4O7u3tDhMMYYewYPwWKMMcYYY4zVG74CwhhjjDHGGKs33AFhjDHGGGOM1RvugDDGGGOMMcbqDXdAGGOMMcYYY/WGOyCMMcYYY4yxesMdkP9X9uZvfX19WFpa4ty5cw0dUrX2798PqVQKAwMDREZGVjqfr6+v8NZn9j8TJkxAx44dGzqM18rq1auhpaUFGxsb2NjYIDs7W0hbtGgRrKysAABDhgxB+/bthbQFCxZALBZDW1sburq68PT0VHqTeXVycnIglUphamoKMzOzSud7GXUeGhoKW1tb4W3aDx8+hEgkajRv19bT08OqVatw7949iEQiHD16VEgrLCwU6kpHRwdLly5twEgZY4z9V6g3dACNwc2bN/H555/j8uXLcHV1behwVBYaGor09HQsWLAAv//+e6XzrVu3DsbGxvUY2athzJgxyMvLa+gwXjutWrXCkSNHyk03MjIS2uGz/5dp3749Dh48iKdPnyI5ORnvvPMO3njjDbRr167aPCUSCdLT03Hy5El07dq10vleVp1nZ2djy5Yt6N27d52vu7bKytrIyAgAlMpdS0sLf//9NwBUWW6MMcZYXfrPXwHx8/NDy5YtQURo27YtpFIppFIp8vPzAQBpaWmIjIyEi4sL3Nzc8MEHHygdwAwZMgSzZ8/GkiVLYGVlBX19faxevVqlvBMTExEQEICpU6fCzs4O9vb2WLdunZBeVFSEmJgYuLq6ws3NDZ07d8bt27dV3rZBgwZBKpXCz88Pa9euLZd+/vx5dOjQAVKpFI6Ojpg7dy6A0jdtOzk54YcfflCaf+LEiejVq5dKebu5uWHp0qV455134O/vj9atWyMjI0NI37t3L7y8vGBvbw93d3fs2bNHSBs2bBiGDBmCVq1aISoqCtOmTYO7uztWrFghzJOYmAhPT084OzujefPmNbpiFRcXB6lUCk9PT4wePbrGsVfHyckJycnJGDBgAMzMzKCtrY0bN24AAEpKSjBt2jS4urrCwcEB4eHhePjwobBseno6wsLC4O7uDmdnZ0RHRyMnJ6dcbH5+frCwsEBYWBgePXokpJ86dQqBgYFwdXWFTCbDsmXLlMosODgYMTEx6Ny5M5ydnbFy5UohvaSkBKNHj4arqyvc3d0RGBiIS5cuCemZmZno06cPnJ2dYW9vj0mTJqGkpETlcjEyMoKJiYnwf2WdYnV1dXTq1AlhYWHYt28fgNrvC9XVeW33hZ49e+KLL76oMO+CggL0798fjo6OsLW1Re/evVFQUACg9G303bt3R5cuXeDm5oa4uDi0bNkSffr0EZY/e/Ys2rZtCxcXFzg7O2Pjxo3ltk0mk8HDwwNeXl7Ytm2bUnpZuRsYGEAsFr/QyQg3Nzf069evxssxxhhjFSJGp0+fJkNDwwrTQkNDafjw4aRQKKigoIDatGlDMTExQvqiRYvI2dmZoqOjKTs7m4iISkpKVMp3y5YtpK2tTXFxcUREdOzYMVJXV6e0tDQiIlqwYAH5+PhQTk4OERFNnDiR/P39y61n/vz5FBERUWk+UVFRNHv2bKVp//zzD5mZmdHGjRtJoVDQgwcPyM7Ojr7//nthu9q2bSvMX1RURBYWFvTzzz+rtG0ymYw6depERUVFRETUrVs3mjZtGhERFRYWkkQioT179hARUXx8PBkbG5NCoSAiog8//JBCQ0OpuLiY9PT0aM2aNXTgwAF66623iKi0viQSCV24cIGIiJKSksjc3JwKCgpUiq3MypUrKTg4uEaxq6JLly7k4uJCS5YsocLCQiIiYduWLFlC3t7eJJfLiYho/Pjx1K1bN2HZ0aNH08SJE4XPsbGxtHfvXqXYfH19SS6XU3FxMXXu3JlGjhxJREQ5OTlkbm5OCQkJRER09+5dMjU1pX379hFRaXsTi8V06NAhIiI6c+YMaWpqUl5eHhERbdu2jfz9/enp06dERLR9+3ZasGCBkHf37t1p8ODBVFxcTHl5eRQUFESLFy9W2va4uDildvOsAwcOUPfu3YmIaPny5TRu3Dghbf78+eXqonPnzjR9+nQiUn1fOHHiBJmamlaYP1HFdV7bfaFTp060fv16cnFxoZSUFMrKyiIAVFxcLMQeEBBARUVFlJ+fT15eXvTFF18QEdHmzZvJyMiICgoKKCQkhN577z3Kz88ndXV1ys7OpidPnpC1tTWtWbOGiIhu375NJiYmdObMGSIiysrKIl1dXXr06BEREd28eZP69u0rtDciooCAADp79iwREZmYmAhl+LwuXboIcT0vKChIaGeMMcZYbf3nr4BUJS8vD/v370dMTAxEIhG0tbUxatQo7Ny5U5jH0NAQ6enpWLVqlTDEQU1N9WLV1dXFkCFDAACBgYFwcHBASkoKAGDr1q0YOXIkDAwMAJSedT158iTS09NrvW3JycnQ0dFB3759IRKJ0KRJE5w/fx7vvvsuAGDw4ME4deoULl++DAD48ccfIZFIEBwcrHIevXv3hoaGBgDAx8cHt27dAgBoamri7t27CA0NBQB07NgR2dnZyMrKAgCIRCI0b94c6urqMDExgUwmg5mZmXCmPz4+HiEhIfD09AQAdO/eHUZGRkhOTq51uVQXuyoMDQ3RpEkTfPzxx9DU1BS2CQDWr1+PYcOGCWehx40bh927d+PJkycAAAMDAxw5cgSHDx9GYWEhZsyYgc6dOyutv1+/fjA2Noa6ujr69euHw4cPAwB++eUX6OjoCMOAbG1tERUVpdRebW1thXsv3nrrLTx9+hT3798X8r5x4wa2bt2K7Oxs9OjRAzExMQCAx48fY9euXRg3bhzU1dWhq6uLDz74AJs2bVK5XDp06CDMP3z4cOEqw/OKi4uxefNmHDp0CFFRUQAa/74gEokwZsyYCq+CjB8/Hj/99BM0NDSgo6ODwMBAXLt2TVjOw8MD2trasLS0hIeHB3R0dKCrqwu5XI7k5GQUFhZi0KBBAAB7e3tEREQI5aipqQkiwnfffYfU1FQ4Ojpi48aNQnsDgAMHDsDb2xsAcPv2baEMayIlJUXpCiRjjDFWG9wBqUJaWhoAwMLCQphmYWGhNBxHJBLBxcXlhX7Uy9b37MGCiYmJcONuWlqaUt7m5uYQiUQ1Gg5UmaysLJibmytNMzY2hra2thBHdHQ0vvnmGwClNxcPHz5cKdbqGBoaCv+LxWKl4Trr169HQEAAWrRogS5dugAAFAqFkK6jowOgtDOnqakJkUgkpMvlchw4cAD29vbC37MdmLpQVezVEYlE8PX1rTBNLpfj008/FeIOCAiAoaGhUKczZsxAjx49MGnSJJiZmaFfv35KQ6wAQCqVCv9X1V6A8u312e1SU1ODSCQStu3tt9/Gl19+ie+++w52dnbo0KGDMLQtOzsbRISwsDAh9piYGKHjpAqxWAxdXV0ApQfOZW2tzNGjR2FkZAQLCwssXrwYSUlJkMlkFW5bY9wXBg4ciF9++aXc0LDU1FQMGTIEzZs3h7+/P3bs2FFlWwcgtHe5XI6cnByltr5r1y6hziUSCY4ePYqzZ8/C19cXMpms3HAxPT094aSIRCKpVVkxxhhjdYFvQq9CkyZNAJQeoOjp6Qn/29jYKM33/IFUTTx/cCmXy4Vx8k2aNFE6qH748CGIqFz+L8LKygqZmZlK0+7fvw81NTVhu0eOHIng4GB88MEH+OWXX7Bhw4Za5wsAP//8M6ZPn44zZ87AyckJaWlpwtORVGFjY4OIiAisWbOmTuJ5GSprEzY2Nhg+fDgGDBhQYbqWlhYmT56MyZMnIzMzEyNGjMAnn3yCuLg4YZ5n20xV7QWouL1WJTo6GtHR0SgoKMCSJUvw7rvv4vr167CysoJIJEJKSgrs7OxUXl9NtG3bFgcPHqww7VXYF/T09DBo0CCho1JmwIAB8PPzQ0JCAsRiMYYPH65ybDY2NrC2tq7yCpyfnx82bdoEIsL+/fvRo0cPBAYG1knZMMYYYy8DXwGpgp6eHkJDQ7Fo0SIQEfLz87F8+XJER0fXWR5yuRxJSUkASm8gvnPnDtq0aQMAiIyMxNdff43c3FwAwMKFC9GxY0eYmprWOt8OHTqgqKhIGMrx8OFDtG3bVunpRT4+PnBzc0OvXr3wzjvvVPl405p48OABLCws4OjoCCLCt99+CwDCdlYnMjISSUlJuHr1KgDg7t27iIyMhFwur5P4XqZevXrh66+/Fm4s//nnnzFixAghfeDAgfjpp58AlF69cHFxKXemPTExEQUFBVAoFEhISBCGArVp0wYFBQXYvHkzgNIz74mJicIwpup8/fXXwuOadXR04OPjI+StpaWF7t27Y+HChVAoFCAifP7550LdvWyvyr4wevRo7NixQ6nOHjx4AD8/P4jFYty8eRMHDx5Uua0HBgaisLBQuKqRn5+PESNG4Pjx4wCA3377DVFRUSgqKoJIJIKPjw90dHRqdKVSFe3atcOYMWPqdJ2MMcb+u/gKSDXWrFmD0aNHw93dHSKRCN26dcPEiRPrbP0ymQzJycmYPHky/v33X6xevVoYavLxxx/j0aNHwnAemUyG9evXAwBu3LiBoKAgAKX3qhQXFwtDcy5fvoyUlBThTOs///yDPXv2YMWKFbCyssLZs2ehq6uLAwcOYPjw4Rg/fjx0dXUxbNiwco8RHTlyJAYMGKD0tKTa6tmzJzZs2ABvb29YWFhg4sSJCAkJQWhoKE6ePFnt8s2aNcOKFSsQERGBwsJCaGlpYcKECcKVgKpkZWUJ944UFBTg33//Fcrt5MmTsLe3r93GVWPUqFHIysoSDu7Nzc2xePFiIf3999/HRx99hLFjx0IkEsHV1bXcQX7r1q3RoUMH3L9/H02bNsXMmTMBlN7D8eOPP2LcuHGYMWMGNDQ0sHjxYqGdVKdnz54YNmwYnJ2doaWlBUNDQ6Uz/atWrcJHH30EZ2dniEQieHt746uvvqqDUqleVfsCAHh5eSEzMxPFxcXIzs4W6nT16tVo2bJltXVeV/uCra0tQkJClIZBzZ07F9OmTcM333wDd3d3LFu2DP369cNnn30GR0fHKrdbV1cXu3btwkcffYQpU6ZATU0NPXr0QIsWLQCUdoykUilkMhk0NTWhrq6OpUuXwtraWtWiVUl6ejpfUWGMMVZnREREDR3Ef9XWrVsRGxuLixcvNnQolTpy5AhGjhyp9DhW1nCaNm2K2NhYRERENHQoFVq9ejU2btxY4XtAXnWv+77QtWtXdOzYEWPHjm3oUBhjjL3m+ApIA2vM/b8nT55gypQpmDBhgtL0+fPn4+bNm5Uut3TpUujr67/s8P6zGnObeV1Vti8wxhhjrOa4A8IqtHbtWsTExCA6OhoDBw5USps8eXIDRcVeBSdOnBCG61y8ePGFXnzXmFS1L7zqCgsL4eTkBKD04QYdO3Zs4IgYY4z9F/AQLMYYY4wxxli94adgMcYYY4wxxuoNd0AYY4wxxhhj9YY7IIwxxhhjjLF6wx0QxhhjjDHGWL3hDghjjDHGGGOs3nAH5DUwYcKEF358Znh4OP78888q51m5ciVatWqFp0+fvlAeFZkxYwakUim0tLSwYsWKSufz9fXFnDlz6izfV8GsWbPQpUuXhg6DMcYYY+yl4MfwvmKICCKRSGna3bt3kZeXB3d39xqvz97eHrt370bTpk0rTL99+zaaN2+OM2fOwNHR8YVirkpoaCi6du2KUaNGVZj+559/wtjYGNbW1nWed2NVUlKCli1b4oMPPsCQIUMaOhzGGGOMsTrFV0AaUGJiIgICAjB16lTY2dnB3t4e69atE9Lv3bsHHR0d3Lx5E0FBQTA2NoaDg4OQHhcXB6lUCk9PT4wePVpp3enp6VBXV8f333+P7t27QyaTYdCgQcJbtPPz8yGVSpGamop27dpBKpXCy8urXIyffvop+vTpU67zMWLECIwZMwbh4eGQSqV46623cPbsWSE9LS0NkZGRcHFxgZubGz744APk5eWpXDaDBg2CVCqFn58f1q5dWy59y5YtaNq0KaRSKby9vZGLV5/aAAAgAElEQVSUlASgtMOkpaWF+/fvK83v5+eHr776qtp8qys3ANi7dy+8vLxgb28Pd3d37NmzR0hzdnbGpEmT4O7ujoULF6JPnz544403cPr0aQClnYtp06bB1dUVDg4OCA8Px8OHD5ViEIvFmDlzJmJjY1FcXKxymTHGGGOMvRKINZgtW7aQtrY2xcXFERHRsWPHSF1dndLS0oR59PT0yM/Pj3766SdSKBRUUlJSbj0rV66k4OBgpWlZWVkEgD799FMiIsrPzycLCws6ePCg0nxisZguXrxYYXyFhYWkp6dHx48fL5c2cuRIMjIyogsXLhAR0dy5c0kmkwnpoaGhNHz4cFIoFFRQUEBt2rShmJiYcuvp1KkTffnllxXmT0QUFRVFs2fPVpp27NgxMjExEfJOSUkhTU1NunHjBhERdenShWbOnCnM/8cff5Cenh49fvy40nzKVFduhYWFJJFIaM+ePUREFB8fT8bGxqRQKIiIyMPDgxYsWEDHjx8nkUhEN2/epClTptDYsWOJiGjJkiXk7e1NcrmciIjGjx9P3bp1KxfH06dPydjYmJKTk6uNmTHGGGPsVcJXQBqYrq6uMMwmMDAQDg4OSElJEdINDQ0RFhaGkJAQiEQiqKnVrMoGDBgAANDR0YGHhwdu3bql8rJ//PEHiouL0aJFiwrT27VrB09PTwDAwIEDcenSJWRlZSEvLw/79+9HTEwMRCIRtLW1MWrUKOzcubNGsVdm8+bN6NKli5B3UFAQ/v77b9jb2wMARo4cibi4OOGelbi4OERHR8PQ0FDlPCorN01NTdy9exehoaEAgI4dOyI7OxtZWVkAAJFIhObNm8PS0hLa2tpwdHSEmZkZHj16BABYv349hg0bBmNjYwDAuHHjsHv3bjx58kQpf7FYjFatWuHXX399oTJijDHGGGus1Bs6gP86CwsLpXs6TExMkJ2dLXwWiUTw9fV94fU/e9AtFotRUlKi8rKZmZkwMzODWCyuMF0qlQr/m5iYAACys7Pxzz//ACjdtjIWFhbIyMioUeyVycrKQpMmTZSmmZubC/+HhoZCR0cHP/74I8LCwhAfH48DBw7UKI+qym39+vWIj4+HQqEQhmYpFAohXUdHB2pqatDU1ARQWodl6XK5HJ9++ikWLVqklFdGRgYMDAyUYrCyskJ6enqN4maMMcYYa+y4A9LAys6Ml5HL5cLBfBltbe36DEnw/M3uz3s2drlcDqC0I6KjowOgtKOgp6cn/G9jY1MncVV0YH7t2jVIpVJIJBKIRCJ88MEHWLlyJQoKCuDg4FCrTtyzfv75Z0yfPh1nzpyBk5MT0tLSYGVlpfLyNjY2GD58uHCFpSpUwQMHGGOMMcZedTwEq4HJ5XLhBupTp07hzp07aNOmTb3lL5FIcO3aNQDAkydPUFhYKKRZWFjg4cOHlV41SU5Oxt27dwEAGzduhJeXF8zMzKCnp4fQ0FAsWrQIRIT8/HwsX74c0dHRdRJzdHQ09uzZgytXrgAATp8+jWbNmgmdIAAYPHgwTpw4gblz52LEiBF1ki8APHjwABYWFnB0dAQR4dtvvwUA5ObmqrR8r1698PXXXyMnJwdAaYemsvjS0tKUrjIxxhhjjL0OuAPSwGQyGZKTk+Hh4YHo6GisXr1aaehSZbKysiCVSiGVShETE4OUlBTh8507d1TOf9asWXj//fdhaGiI5s2bCx0KAPD29oampiZOnTpV4bJhYWEYOXIknJyckJCQoPQErzVr1iAjIwPu7u7w8fGBv78/Jk6cCKB0CFNZrIcPH8aUKVMglUrRrl07AEBSUpKQnpSUhIULF0IqlaJ58+YASt8N8s0336Bbt26ws7PD0KFDsWXLFuEeEAAwNjZGVFQU7t+/jz59+qhcHtXp2bMn7Ozs4O3tjbfffhutWrVCSEgIQkNDyz3NqiKjRo1CcHAwfHx84OLiglmzZmHgwIHl5ispKcGJEycQFBRUZ7EzxhhjjDUG/B6QBrR161bExsbi4sWLDR1KpQYPHgwdHZ1yj7AdNWoURCIRvvzyywaKrHqzZs1CVlaWSo/fbWx27dqFUaNG4caNG9DQ0GjocBhjjDHG6gzfA9LAGnv/b/r06WjevDnGjx9f7l0gjTn2q1ev4ttvv8WRI0eEaU+fPq1yOJa1tTViY2PrI7wqlZSUIDY2FjNmzODOB2OMMcZeO9wBYVVycHDA/Pnz0bdvX6SkpEBdvfE3mWHDhmHv3r1YuHAhXF1dhenq6upYvXp1A0ammtmzZ8PCwoLfgs4YY4yx1xIPwWKMMcYYY4zVG74JnTHGGGOMMVZvuAPCGGOMMcYYqzfcAWGMMcYYY4zVG+6AMMYYY4wxxuoNd0AYY4wxxhhj9YY7IIwxxhhjjLF6wx0QxhhjjDH2f+zdeVgUR/4/8PdwDMM1I3IIciigDEoUFUQRlCBI4p1dDxLAeCd4G++IETcYddeY5OuZRFcNmoiJiaLxCMZVxCMqCHghgiIeaxQVBbmPz+8Pn+kfDQMMiINmP6/n8Xnsru6q6uqq6q6ZmoIxreEBCGOMMcYYY0xreADCGGOMMcYY0xoegDDGGGOMMca0hgcgjDHGGGOMMa3hAQhjjDHGGGNMa3gAwhhjjDHGGNMaHoAwxhhjjDHGtIYHIIwxxhhjjDGt4QEIY4wxxhhjTGt4AMIYY4wxxhjTGh6AMMYYY4wxxrSGByCMMcYYY4wxreEBCGOMMcYYY0xreADCGGOMMcYY0xoegDDGGGOMMca0ptkHIGFhYZBIJHX++/rrr5GZmQmJRILff/+91rguXboEiUSCEydOaPEKmJ2dHRYtWtTc2QCgvTqwdu1a6OnpvdQ0wsLC4Ovr+1LTUFm0aBFkMplW0mosTfqApvCy7q2FhQWWLl3a5PFqizby/7r34a97/tUZPnw4AgMDX3o6r3v7eNletHyys7PRo0cPyGQyfPXVV02YM1abTZs2QSKRoLy8vMnj3rVrFyQSCR4+fNjkcWtLsw9APv74Yxw+fFj417p1awQFBYn2DR48WKO4bG1tsWHDBrRr1+4l55r9r/P398f69euF7XXr1mHMmDEvFGdTxKHNeP+qqt/by5cvo23btg2Ox8rKCjdv3hS2V61ahQEDBjRJHpvD657/l6F63fgrPoM+/PBDzJw5s8njHTFiBLZu3Spsc/16uTZv3owrV64gLi4O7733XnNn5y+Jn7UN83I/wtWAm5sb3NzchG1DQ0PY2NjU+MQlMzOz3rjMzMwQHh7e5HlkrLrq9TYpKemF42yKOLQZ719VU9zbW7duIScnR7Rv9OjRL5y35vS65/9lqF43/orPoH79+r2UeJOSkjBw4EBhm+vXy/X48WO0adMGffr0ae6s/GXxs7Zhmv0bkIYqKChAaGgoTE1NoVAo8NFHH6GiogJAza+/b9++jZEjR6JVq1YwNDREx44d8e2336qNNz09HRKJBAkJCcK+mJgYSCQSbNiwQdh39epVSCQSnDt3DhUVFVi8eDHatWsHQ0ND2NnZYcqUKSgoKBCOb0geVM6fP4+33noLFhYWkMvl+Pvf/47s7GwhfMOGDbCyssKZM2fQo0cPKBQKODk5YfPmzaJ4/v3vf6Njx44wMDCAubk5QkNDcf/+fSF80KBBGDRokOic7du3QyKR4NmzZwCA8vJyTJs2Debm5pDL5Rg3bhxiY2MhkUjw4MED4TxdXV18+umnsLa2hkwmw4ABA0ThVR0+fBgSiQR//PGHaP/Zs2chkUgQFxenUTmMGDECwcHBWLx4MUxMTPDrr78KYffv38fgwYNhbGwMCwsLzJs3D5WVlUL4yZMn0adPHxgZGcHExAR9+/bFuXPnhPCysjLMmTMHDg4OkMlksLe3x6xZs1BaWgpAPE3nzTffxJYtW/Ddd99BIpHgm2++gUQiwalTp0TXl5qaColEgt9++61GmVSPIyUlBQCgp6eH3bt3Q6lUwsDAAJ06dUJiYqJwXn11sLZ4G6p169aIiooStv/8809IJBIEBweLjrOxscHKlSsBADt27EC3bt1gamoKCwsLDBkyBNevXxeObUzbAOruAwAgJycH77//PhwcHGBkZISePXvi2LFjQnhD7u2SJUswevRoZGdnQyKRCFMX6rq2Y8eOoU2bNgAAR0dHvPPOOwDEUyg0bcPffvst2rRpA0NDQ/j7+wv9z48//lhr+dy5cwfBwcFo2bKlUGe2b98uhKelpUEikeDo0aN45513YGFhgVatWmHatGmicqxOXf6PHTsGd3d3GBsbw93dHampqfjuu+/g4uICuVyOAQMGCAOx5ORkSCQSxMbGwt/fHwqFAhYWFpgzZ46obVYXExOD7t27w8TEBNbW1vjoo49QVFQkhAcHB2PkyJFYs2YN2rZtCyMjIwwcOBCPHj3CnDlz0Lp1a5ibm2PatGkgIuG8F+1n1dWN6s8gVd62bNkCpVIJU1NTeHh4iPo+TfvYqr788kuYm5sjLi4Obm5uMDExgaOjI6Kjo0XH1dcGgfrrWNUpWJrWncTERPTr1w8WFhYwMTGBl5eXaOqkRCJBVlYWxo4dixYtWtSoX0D99VjTNlSVJnXw8uXLkEgk2LdvH9zc3ODl5QUAKCkpwdy5c2Fvbw+pVIo2bdogIiJCNL1GoVDgn//8J8aOHQsrKysYGRnhnXfeEU2TKS8vx5IlS+Dq6gpDQ0O4uLiI3jFqS18lPz8fJiYmWLZsmWh/RUUFrKys8PHHH9e4bl9fX6xdu1aIe8WKFQDqfw6uW7cOrVq1wt69e9GqVSvMnTtXbblq0pfX9z7ystpxdao6HBcXh4CAACgUCjg4OOCHH37A2bNn4eXlBblcji5duojKAqi7L6rrWXvt2jX4+PhAJpOhdevWom/+NLkP5eXlmDp1KszMzCCXyxESEoKnT5/Weo2vDXrFODs70+jRo2vsz8jIIADUpUsXWrNmDaWkpNC//vUvAkAxMTFERHTx4kUCQAkJCUREFBAQQD4+PnT27FnKzMyk9evXk66uLv32229q07a3t6fly5cL2+Hh4WRvb0/vvfeesO+bb74hMzMzqqiooJUrV5JUKqWYmBi6du0axcXFka2tLc2YMUM4vqF5uHXrFsnlcurfvz9duHCBzp07R3369KF27dpRcXExERFt3LiRpFIpDRw4kG7fvk2VlZUUGRlJ+vr6dOfOHSIiio6OJolEQsuWLaP09HQ6duwYubq6koeHB1VWVhIR0cCBA2ngwIGi9Ldt20YAKD8/n4iI/vWvf5G+vj59++23dPXqVYqIiKD27dsTAMrJySEiIltbW1IqlTR16lRKTEykn3/+mRQKBYWHh6u9xvLycrKysqJ58+aJ9s+dO5esrKyovLxco3IICQkhV1dXGjRoEMXHx9PDhw+FOuDi4kJr1qyh8+fP02effUYAaN26dURElJ6eTjKZjN59911KTU2l1NRUGjJkCJmamtLt27eJiCgqKoqsrKzot99+o+vXr9P+/fupdevW9PHHHxMR0Zo1a0hXV5eIiJ48eUIeHh707rvvUk5ODpWVlZGTk1ON61+0aBHZ2tpSRUVFjTKpHkd5eTmFhoaSo6MjBQUFUUJCAiUkJFDnzp2pQ4cOwnn11UF18aoTERFBBgYGasOIiMLCwuitt94StmNiYsje3p5sbGyEfenp6QSAkpOT6ezZsySRSCgiIoLS0tLo7Nmz5O/vT+7u7sLxDW0bmvQBFRUV5OHhQe3ataMjR47QlStXaOrUqSSTyejixYtE1LB7W1BQQNOnTyd7e3vKycmhoqKieq+ttLSUdu7cSQDo/PnzlJeXR0RE5ubmFBUVRUSateGzZ88SAJo2bRqlpaVRdHQ0denShQDQTz/9pLaMSkpKyNXVldzd3Sk+Pp6uXbtGkZGRBIBiY2NF5eju7k6nTp0iIqLff/+dANDOnTtrrQPq8v/uu+9Sbm4u5ebmklKpJCcnJxozZgwVFhbSnTt3yNLSkubPn09EJGqbZ86coYqKCtq7dy/p6enRxo0bRceo+vA9e/YQAFqwYAFlZGTQgQMHyM7OjsLCwoR8hYaGkrW1NS1atIhKS0vp4sWLpKenR+3ataOvv/6aysvL6fDhwwSADh48SERN08+qqxvV8x8aGko2Njb04Ycf0rNnz6iwsJCCgoJEbViTPrY6VR0NCgqi//73v1RcXEyffPIJ6ejo0NWrV4X6U18b1KSODRs2jAICAjSuO0VFRWRubk6DBg2i5ORkunz5Mk2fPp2MjY2Fun3nzh0CQGvWrKFHjx7VqF+a1GNN2lB1mtTBa9euEQDq1q0bbd68mS5cuEBEROPGjaOWLVtSTEwMZWZm0vbt28nU1JQ++ugjURtp2bIlbd26lSoqKujq1atkb29PoaGhwjEzZ84kIyMj+u677ygjI4M2bNhAUqmUNm3aVGf6VctnzJgx5OrqKro21X1Q3f+qnjx5QuPHjydXV1fKycmhwsJCjZ6D3377LRkZGVFAQAAdOHCAbty4obZc6+vLNXkfeVntuDpVHfby8qK0tDQqLy+nkJAQMjU1paCgILp79y4VFxdT3759qUePHsJ59fVF6p61GzduJD09PfL396c9e/ZQUlIShYSEkJ6enlBHNX0fkUqltHnzZsrIyKD169eTg4NDnX3E6+C1G4BUf2m1s7MTOoDqnb+VlZXQYFX++OMP+vPPP9WmPWbMGNELuaurK0VFRZGdnZ2wLzQ0lIYPH05ERPfu3RM6B5VZs2aJHi4NzcOCBQtIoVBQbm6usO/WrVuko6ND27dvJ6LnHS8AOnHihOgYALR//34iIurSpQsNHTpUFLeq8arO02QA4ubmRiNGjBAdExAQUGMA4uXlJTomLCyMunbtqvYaiYgmTZpE7du3F+1zcnKiqVOnalwOoaGhpK+vLzzAiP5/HZg7d64obm9vb+rVqxcRPX8AWFhYUGlpqRCen59PMpmMli5dSkREI0eOFB66KmlpaZSenk5E4pdUIqIePXqI6u3SpUvJzMyMSkpKhH0dOnQQXnLVqR5HaGgoGRoa0sOHD4V9mzZtIgD09OlTItKsDlaPV536BiBbt24luVwuDJ7Cw8Np/vz5ZGJiQpmZmUT0vF5aWlpSZWUlPX36lBITE6msrEyIY+/evQSA7t+/T0QNbxua9AGHDh0iAHT06FEhvKKigpRKJU2YMIGIGn5v58+fT23atBG2Nbm2gwcPEgDKysoSjqn+Al9fG54yZQq1atVKNGiMioqqcwCiekgmJyeL9vv4+FBgYKCoHFV1XcXJyalGu6lKXf6TkpKE8I8++ogA0IMHD4R9I0aMEAauqrZZ/Z7369ePevfuLTpG1Yf37NmT/Pz8RMdv376dJBKJ8HAODQ0lc3NzUXvu2rUrubm5ic6ztLQUPmBqqn62et1QNwCRy+VUWFgoHBMdHU0AqKCggIg062OrW7NmjSgdoucv7SYmJvTJJ58QkWb1VJM6pm4AUlfdKS0tpQsXLoj6rby8vBqDFAC0ZcsW4Ziq9UuTeqzJ/alOkzqousbZs2cL4Q8fPiQ9PT368ssvRedFRESQsbGx0M+bm5vX6Fs+++wzkslk9OzZM3r69ClJpVKKjIwUHTNhwgRq165drelXL58TJ04QADp37pwQHh4eTt7e3mqvm+j5va7aJjR5DqrKeN++fbXGS1R/X67J+8jLasfVqcp31apVwr7Y2Nga/eq6detIJpMJ25r0RdWftaryO3DggLAvMzNTNJDW5D60b9++Rh8xceLE134A8tpNwerVq5do28rKCvn5+WqPHTx4MJYvX47Zs2fjyJEjKC0tRY8ePdCqVSu1xwcEBODUqVMgIjx48ACZmZkIDw/Hw4cPhR+TJiQkCHNiLSwscPDgQfTs2RP29vawtrbGN998g8ePHzc6D2fOnIGXl5fwtTQA2Nvbw8nJqcb0mc6dOwv/NzMzAwDk5uairKwMFy5cQM+ePUXHe3p6AoDG03CISPjqsKq//e1vNY5tyH0Bnn/dmpGRgcuXLwN4/tX4jRs3EBISAkDzclAqlWjZsmWN+Hv37i3a9vb2xtWrVwE8n6fp4eEBfX19IdzExARKpVKIe/DgwThy5Ajeffdd7Nq1C7m5uXB1dYWLi0ut11TV2LFjkZeXh/379wN4/rV6Wlpag3+gplQqYW5uLmxbWVkBgFC2mtTBphAQEIC8vDxcvHgRABAfH48+ffrAy8tLmLZ4/PhxBAYGQiKRQC6XIysrCwMGDICTkxOsra2FOd6qvDW0bajUVdfOnDkDAwMD+Pn5CeE6Ojro3bt3k91bTa5NU7W1YeD5dE9vb2/o6uoKx6hre1UlJSXB0NAQ7u7uov2enp519h+q9FVpa0qpVAr/l8vlMDc3h6WlpWhf9akC3bp1E227ubmp/Y1fZWUlEhMTERQUJNr/5ptvgoiQmpoq7HN0dBS1Z7lcDldXV9F5VfPSFP2splTTI9XF0ZA+Vp2qZSmVStGuXTuhLDWpp42pY0DddUdfXx+lpaWYOnUqOnToABsbG7Rv316Ubn0aW481vT+a1EFvb2/h/6mpqSgvL1f7TC0oKEBGRkadcRcXF+Pu3btISUlBaWmp2jqdmZkpTH2unn51Pj4+6NChA7Zt2wbgeVvZvXt3g54vmjwHNckLUHdf3pD3kZfZjqur3ncBEKUll8tRXFyMkpKSBvVF6lR9ZlV/htd3H0pLS5GZmVljKl6PHj3qTPN18NoNQIyNjUXbEolENB+wqg0bNmDZsmU4fvw4+vXrB0tLSyxYsKDWJdECAwORm5uLK1euID4+Hu7u7rCwsED37t2RkJCAmzdv4tatW8IAZNq0aYiKisLUqVNx/PhxpKSkYOLEiS+Uh7y8PBw5cgQymUz07/r167h3757o2KoPNRUiQkFBASorK4VGpWJqagoAdQ4MquelrKxMOE+l6guxSkPuC/B8gGBjY4NffvkFwPMl5dq2bSt0dJqWg0KhUBt/9f3GxsbC7yLy8vJqlA3wvHxUZRMWFobY2Fjk5uZi1KhRsLKywvDhw2udk11d69at0b9/f2FO9q5du9CrVy+NX3Kr5rsqiUQCAELZalIHm4KdnR2USiVOnDiBBw8eCC9NPj4+ogGIqm3s3LkTI0aMQI8ePXDw4EGkpKTgm2++EcXZ0LahUlddy8vLQ0lJCQwNDUX1ZsuWLUK9edF7q8m1aaq2NgwAjx490qjtVZWXlwcTExOhnqhUrduapK0pAwMD0ba6pZyrx2liYiLaNjY2xpMnT2qcV1hYiPLyckRGRorupbOzMwCI+oHq+agvL03Rz2pK3fmqOBrSx1YnkUhgZGQk2le1LDWpp42pY7Vdk6pMMjIy0LdvXxQXF2P79u04f/58g3+c+7LrsSZ1sOozJC8vDwA0eqaqixsAnjx5IsTj7+8vqndjx44F8Py3derSV2f8+PHYsWMHysvLkZCQgLy8vBq/yauLJs9BTfNSV1/ekPeRl9mOq2tIWg3pi9Sp+syq/gyv7z4UFBSAiGrU8+r17HXU7KtgvUz6+vqYMWMGZsyYgfv37yM6OhoRERGwsrLCrFmzahxvbW2Njh074uTJk0hNTRU+Rff19cWJEydARHB2doajoyMqKiqwefNmLFq0CGFhYUIc1T/ta2geFAoFfH191b7QVH9Q1MbY2Bi6urpCZ6ei2lZ1JuoGCVV/3KlqoIWFhaJjmuLTdR0dHYwYMQK7d+/GJ598gp9//lm0NOCLlkPVhQAA4NmzZ0KDVSgUNcoGeF4+rVu3FraHDBmCIUOGoKCgAPv378fMmTMxYcIE7N27V6NrnDBhAoKDg5Gfn49du3Zh+vTpGp2nKU3rYFMJCAjAyZMnYWVlhU6dOgn3aNq0abh9+zays7OFH6tu3LgRffv2Ff1wvWrdAhreNjShUCggk8mQnJxcI6zqp7wvcm81ubamIJPJGtz2FAoF8vPzQUSil7e8vLx6XyK0pfrLTV5envDJdVVGRkZCHRk/fnyN8Pq+KatLU/SzTeFF+ljVh01VX27y8vKEBRA0qaeNqWP12blzJ8rLy7Fjxw7hhe7WrVsNiuNl12NN62DV/KiOq35e1fDa4gaefztTUlIC4PliL506daqRjr29PW7fvq3RNYwePRoLFy7E0aNHsXfvXvztb39rUNlo+hzURF19+bRp0zR6H2kMbbXjl90X1XUfVB8yVH+uq/vQ5nXz2n0DoqmnT5/i+++/R1lZGQAIKzh4e3sL00jUCQwMxMmTJ4UpJsDzAcjx48dF068qKipQXl4u+rQoPz8fe/fuFV7qG5MHLy8vZGRkwNnZGa6ursI/HR0d2NjYaHTt+vr6cHd3x8mTJ0X7T58+DQDo3r07gOef5lSvxFW/SlStEHT27FnRMbt379YoH/UJDg5GcnIyjhw5gvT0dGH6FfDi5VD9D4GdO3dOWFrV09MTiYmJwqpHwPPGfPXqVaFsYmNjhWl3xsbGGDlyJCZOnFhn3ak+mBs4cCBatmyJFStW4Pr16xp9OtWQT1Y1qYONibc26tqGt7c3rl+/jp07d8LV1RX29vYAgOLi4hqfpH7//fdCXhrbPuvj5eWF4uJiVFRUiOqNaoUw4MXvbX3XVtt5DdW+fXucO3dOFEd9bc/T0xPFxcU4f/68aP/p06eFut3c4uPjRduJiYk1plkAzz+k8PDwwM2bN0X30snJCVKptM4Xxvo0RT+r8iL3+EX72Kpl+ezZM6SnpwtlqUk9bUwdq09xcTGMjY1FnyarVq/StH287HqsaR1UcXd3h56entpnqkKhEKaY1Ra3sbEx7O3t4e7uDgMDAzx48EBU71RTF9V9Kl8b1apmO3bswK5du4RvUTSlyXNQE/X15Zq+jzRGU7bjujSkL2pof1DffTAwMEDbtm1rTCk7fPjwi13UK+AvOwDR0dHBlClT8MEHHyAlJQVZWVnYsWMHkpKSRPPDqwdOtFsAACAASURBVAsICMB//vMfpKWlCX+FulevXsjIyEBcXJwwAJFKpejSpQu+++473LhxAxcuXMCgQYMwYMAAPH78GOnp6aisrGxwHsLDw/Hs2TOMGTMGKSkpyMjIwNKlS+Hm5lbjIVWXOXPmYP/+/fjiiy+QnZ2No0ePYsaMGfDz8xPmXnp4eODcuXO4cOECiAiHDh3CoUOHRPGMGDECP/30E3bu3IkbN25gyZIluHv3rsb5qIu3tzccHBwwe/ZsdOrUCW+88UaTlcMvv/yCnTt3Ijs7Gxs2bMDJkycxatQoAMDkyZNRWFiI8ePH49q1a7h48SJCQkIgl8uFOdJfffUVgoODcfz4cWRlZeHYsWP48ccfa71vZmZmSE5ORkpKCh49egTg+RK6o0ePxr/+9S/8/e9/V/s1a31x1EWTOlheXt7geGvj7++Pu3fvYu/evcK3g6ampujcuTPWrl0r+nsBPXr0wOHDh3HmzBlkZ2dj0qRJwqdqiYmJKCkpaVT7rE9gYCC6du2KsLAwxMfH4+bNm9ixYwe6du2KdevWAWjcvf3zzz+RkJAg/DXhuq6tqKhIeCDt378fV65cadS1jBgxArdu3cLixYuF8qnvG5r+/fujY8eOmDhxIs6dO4cbN25g4cKFSExMbPS3Sk1t7969iImJQVZWFr788kucPn261penuXPn4pdffsGKFStw7do1pKSkYNSoUfDx8dF4Kqk6TdXPVq8bjdHYPlZPTw8rVqzAiRMncO3aNUyePBkAEBoaCqD+NlhUVNSoOlafHj16ICcnR5j2uH79epw9exZWVlZITU1FXl4eZDIZDA0NER8fj5SUFOHlVeVl1+OG1EEAaNmyJcaNG4fly5cjNjYWt27dQnR0NNatW4eZM2cKy3YDwH//+18sWbIEN27cwP79+7F+/Xq8++67kMlkkMvl+OCDDxAZGYmdO3cK/U+/fv0a9XdQJkyYgG3btkFfXx99+/Zt0LmaPAc1ocm7libvI43RVO1YE5r0RY151mpyH9577z3ExsZi48aNuHTpElatWqX2W/7Xzsv5bXvj1bcK1uHDh0X7PTw8aPz48URUcwWSM2fOUN++fUmhUJBMJqMOHTrQ559/Xmf6T58+JT09PdEqQkREnTp1Ih0dHXr8+LGwLyUlhTw8PEgmk5Grqyvt2rWLbt++TU5OTmRqakpZWVmNykNiYiIFBASQkZERyeVy6tWrl2gVBdXKClVXN8nPzycAtG3bNmHfpk2byNXVlfT19cnS0pImTJggWi2ioKCAQkNDqUWLFmRubk4hISH0448/ilZZevbsGYWEhJCxsTFZWFjQjBkzhJWyVMuL2traUkREhOgaZs+eTc7OznVep+o4AKLljzUth9DQUPLx8RGdc/78eQJAhw4dov79+5OhoSFZWFjQwoULheX+iJ6vIuLj40MymYxMTEzo7bffpkuXLgnh9+/fp5CQELK0tCSpVEoODg40efJkevLkCRHVXCnpwIEDZG5uTsbGxnTo0CFhv2qZyyNHjtRbFtXjUHd9+/btIwDCqhua1MHa8lZVfatgqXTv3p0AiFaqmjZtmmhVDyKiR48e0dChQ8nExIRsbGxoyZIlVFFRQf369SMDAwP64YcfGtw2NOkDiJ7fu1GjRpG5ubkQ7xdffCEKb8i9zc7OJldXV5JKpbR48WKNrq28vJz69+9PUqmU/P39iUj9KlL1teGlS5eSlZUVmZiYCMuaop5VaW7fvk3Dhw8nhUJBUqmUunXrRnv27GlwOVZXX/4jIyPJ1tZWdM748eOFpSxV/fOPP/5IAwcOJCMjIzI3NxetqFS9Dyci+uGHH6hz584klUrJ0tKShg4dSmlpaUK4unbi5+cnWvqU6PmzRbUkMFHT9LPV64a6VbDqa8Oa9LHVrVmzhvT09OjkyZPUrVs3kkql5OjoSL/++qtwjCb1lKj+OqZuFaz66s7cuXPJwsKCFAoFvffee/TkyROKjIwkmUxGkydPJiKif/zjH0IdyM3NFdUvovrrsaZtqCpN6mBt11hSUkKzZ8+m1q1bk56eHjk6OtKyZctEzxVzc3OKjIyk6dOnk7m5ORkZGVFwcLBoFbSysjL65JNPyMHBgfT19cne3p6mTJkiPHNrS796+RA9X+HP1NRUWPmsLtVXwSKq/zmorozV0aQvr+995GW14+rUle/Ro0cJAGVkZAj7VG2wqKhI2FdfX1T9WatpHa3vPhQXF9OECRNILpeTiYkJBQcH065du0Qr2r2OXrkBCHu1lJaWipbVJCL69NNPycLCoply9HqZN29ejU6fMU1UVlbSvXv3RPuOHz9OAEQPp9eFusEFa1wfW32Q3Fh/tTpWn5ddB9UNEl6mAwcOkL6+Pt29e1draTLWVP6yU7BY01i+fDmcnJzw008/4caNG9izZw9Wr17d4OVk/9ekp6dj7dq1WLVqFZYvX97c2WGvoePHj8PGxgZRUVHIyMjAqVOnMGvWLHh5eaFjx47NnT3WRJqzj+U69nq6e/cu9u3bh3HjxmH69OkN/tE4Y6+Cv/QqWOzFLVy4EMXFxZgzZw7u378POzs7TJw4EYsXL27urL3SPD09oVAo8OWXX2Lw4MHNnR32GvLz80N0dDRWrlyJ5cuXw8zMDH5+fli5cmWN5UnZ66s5+1iuY6+n8PBwJCQkIDg4GJ999llzZ4exRpEQNcHyOIwxxhhjjDGmAZ6CxRhjjDHGGNMaHoAwxhhjjDHGtIYHIIwxxhhjjDGt4QEIY4wxxhhjTGt4AMIYY4wxxhjTGh6AMMYYY4wxxrTmLzMAsbCwwNKlSwEAa9euhZ4e/4kTxhhjjDHGXjV/mQEIY4wxxhhj7NXHAxDGGGOMMcaY1rwSA5DS0lIsXLgQdnZ2MDExga+vL06dOiWEP3jwAO+//z5sbW1haGgIFxcXrF69WuP4ExIS0KdPH7Ro0QKmpqbw9fXF8ePHX8alMMYYY4wxxurwSgxAZs+ejU2bNuGLL75AfHw82rVrh7feegtZWVkAgHHjxuHUqVPYsWMHUlNTsWDBAsyaNQt79uypN+6CggIMGjQIHTt2xOnTp3HmzBl07twZ/fv3R25u7su+NMYYY4wxxlgVzf5L7fz8fGzatAkrV67EyJEjAQDffvstnj17hszMTDg6OuKrr76Crq4uHB0dAQAuLi5Yt24d4uLi8M4779QZ/61bt5CXl4ewsDB06NABALB69WoEBwfDwMDg5V4cY4wxxhhjTKTZByCXLl1CcXExunfvLuyTSqXYtWuXsG1iYoIVK1bg6NGjyMnJQWVlJR4/foz27dvXG7+LiwuUSiVCQ0MxadIkBAUFoWvXrvDz83sp18MYY4wxxhirXbNPwVJNgzI2NlYbXlZWhrfeeguHDx/GqlWrcPbsWaSkpKBr164axa+rq4uEhASMHDkSGzduhIeHB9q2bYtt27Y12TUwxhhjjDHGNNPsAxBLS0sAQF5entrwM2fO4MKFC/j6668RGBgIOzs7WFtbIycnp0FprFy5EtevX8fly5cRGBiI999/H0lJSU1yDYwxxhhjjDHNNPsARKlUwsjICPHx8cK+yspK+Pn5ITo6GsXFxQAAc3NzIfz06dPIysoCEdUbf1ZWFmJjY4Xtjh074uuvv4auri4uXbrUhFfCGGOMMcYYq0+zD0DkcjnGjRuHZcuWYdu2bUhKSkJ4eDgSExPh4+MDd3d3yGQyrF69Gvfu3UNcXBymTp2KoKAgpKen48GDB3XGf+vWLQwbNgyrVq1Ceno6rl27hqVLl0JHRwfe3t4AgPXr18PX11cbl8sYY4wxxtj/tGb/EToArFy5Ejo6Opg7dy7y8/PRuXNnHDhwAM7OzgCALVu24OOPP0Z0dDQ8PT2xdetW3L17F8HBwejbt2+d32T4+flhy5YtWLVqFRYvXgw9PT24ublh9+7dcHFxAfB8kPLHH39o5VoZY4wxxhj7XyYhTeYxMcYYY4wxxlgTaPYpWIwxxhhjjLH/HTwAYYwxxhhjjGkND0AYY4wxxhhjWsMDEMYYY4wxxpjW8ACEMcYYY4wxpjU8AGGMMcYYY4xpDQ9AGGOMMcYYY1rDAxDGGGOMMcaY1vAAhDHGGGOMMaY1PABhjDHGGGOMaQ0PQBhjjDHGGGNawwMQxhhjjDHGmNbwAIQxxhhjjDGmNTwAYYwxxhhjjGkND0AYY4wxxhhjWsMDEMYYY4wxxpjW8ACEMcYYY4wxpjU8AGGMMcYYY4xpDQ9AGGOMMcYYY1rDAxDGGGOMMcaY1vAAhDHGGGOMMaY1PABhjDHGGGOMaQ0PQBhjjDHGGGNawwMQxhhjjDHGmNbwAIQxxhhjjDGmNa/EAGTRokWQyWTNnY2/nOHDhyMwMLDW8LCwMPj6+r5wOnZ2dli0aFGdx1hYWGDp0qUvNY36XLp0CRKJBCdOnHiheBrr8OHDcHJygoGBAZKSkpolDwCwdu1a6OnpNVv6r4vXvZymTp2KN954o7mzwRhjjNXwSgxA2Mvx4YcfYubMmcL2iBEjsHXr1heO18rKCjdv3mzQOatWrcKAAQNeOO3X2dKlS9GyZUv88ccfcHV11Vq669atw5gxY4Rtf39/rF+//qWne/nyZbRt2/alp/OyvIxyaqo2yBhjjL3OXt+P91i9+vXrJ9pOSkrCwIEDXyjOW7duIScnp8HnjR49+oXS/St4/Pgx/Pz80LVrV62mW/3bFjc3N7i5uWk93dfNyyinpmiDjDHG2OvutfkGpLS0FAsXLoSdnR1MTEzg6+uLU6dOCeEPHjzA+++/D1tbWxgaGsLFxQWrV68WwtPS0iCRSBAXF4eAgAAoFAo4ODjghx9+wNmzZ+Hl5QW5XI4uXbrg3Llzwnnl5eVYsmQJXF1dhXg3bNhQZ14///xzmJiYiPbduXMHEokEv/76KwBg6NChGDZsGD7//HM4ODjA0NAQnp6eSExMVBtneno6JBIJEhIShH0xMTGQSCSi/Fy9ehUSiQTnzp0TTcGSSCTIysrC2LFj0aJFC+F4PT097N69G0qlEgYGBujUqVOteTh27BjatGkDAHB0dMQ777wjhOnq6uLTTz+FtbU1ZDIZBgwYgAcPHgjhVadglZWVYc6cOXBwcIBMJoO9vT1mzZqF0tLSOsu1vjRycnLw/vvvw8HBAUZGRujZsyeOHTtWa3ya3oOYmBh0794dJiYmsLa2xkcffYSioiIh3NLSEl999RUGDBgAmUyGp0+fis4vLy+HRCLBpUuXsG7dOkgkEvzxxx8YNGgQBg0aJDp2+/btkEgkePbsGQAgODgYI0eOxJYtW6BUKmFqagoPDw/88ccfwjl1tY0333wTW7ZswXfffQeJRIKUlJQaU4tKSkowd+5c2NvbQyqVok2bNoiIiEB5eblwTKtWrbB69WrMmTMHdnZ2UCgUGDx4MP7880+1ZbtkyRKMHj0a2dnZkEgk+OqrrwA8bwfBwcFo2bKlUN+2b99e6z0CoFE5JSQkoE+fPmjRogVMTU3h6+uL48ePi+5BQ9tx9XLSpAw2bdqEN954A0ZGRrCwsMCwYcNw584dALW3wfrqV0VFBRYvXox27drB0NAQdnZ2mDJlCgoKCoRj/vvf/2LAgAEwNDSEtbU1lixZUuN6FixY8FpPKWOMMfYXQq+AiIgIMjAwqPOYqVOnkqWlJe3cuZMSExNp9OjRZGJiQjdu3CAiooEDB5KzszPFx8dTeno6/fvf/yZdXV3avXs3ERFlZGQQAPLy8qK0tDQqLy+nkJAQMjU1paCgILp79y4VFxdT3759qUePHkK6M2fOJCMjI/ruu+8oIyODNmzYQFKplDZt2lRrXleuXEnGxsaifbdv3yYAtG/fPiIiGjZsGLVo0YLCw8OpqKiIcnNz6a233iIHBweqqKhQG6+9vT0tX75c2A4PDyd7e3t67733hH3ffPMNmZmZUUVFBQ0bNowCAgKIiOjOnTsEgNasWUOPHj0iIqLQ0FBydHSkoKAgSkhIoISEBOrcuTN16NBBbfqlpaW0c+dOAkDnz5+nvLw8IiKytbUlpVJJU6dOpcTERPr5559JoVBQeHi4cK65uTlFRUUREVFUVBRZWVnRb7/9RtevX6f9+/dT69at6eOPP661TOtLo6Kigjw8PKhdu3Z05MgRunLlCk2dOpVkMhldvHiRiIguXrxIACghIUHje7Bnzx4CQAsWLKCMjAw6cOAA2dnZUVhYmJC31q1bU4cOHWjevHl06tQpKisrq5H/nJwccnV1pfHjx1NOTg6VlZXRwIEDaeDAgaLjtm3bRgAoPz9fuEc2Njb04Ycf0rNnz6iwsJCCgoJE96iutvHkyRPy8PCgd999l3Jycqi8vJzWrFlDurq6wvnjxo2jli1bUkxMDGVmZtL27dvJ1NSUPvroI1H529ra0ubNm6msrIxu375NNjY2NGnSJLX3q6CggKZPn0729vaUk5NDRUVFVFJSQq6uruTu7k7x8fF07do1ioyMJAAUGxtb672vr5yePXtGcrmcPvzwQ7py5QpdvnyZJk2aREZGRvT48WMialw7rl5O9ZXB8ePHSSKR0LfffkuZmZl05swZ6tOnD3l7exOR+jaoSf1auXIlSaVSiomJoWvXrlFcXBzZ2trSjBkzhGMCAgLI3t5eqPtTpkwha2trcnNzE47ZunUrDRkypNbrZYwxxrTltRiA5OXlkUwmozVr1gj7SkpKaNiwYRQXF0dEzwcYqsGISrdu3YSXA9UAZNWqVUJ4bGwsAaCffvpJ2Ldu3TqSyWRERPT06VOSSqUUGRkpinfChAnUrl27WvOr6QDExMSEioqKhGNOnjxJAOjIkSNq4x0zZozoRczV1ZWioqLIzs5O2BcaGkrDhw8X0lANQIqKiggAbdmyRXSsoaEhPXz4UNi3adMmAkBPnz5Vm4eDBw8SAMrKyhL22drakpeXl+i4sLAw6tq1q7BddQAycuRIIV8qaWlplJ6erjZNTdI4dOgQAaCjR48K4RUVFaRUKmnChAlEpH4AUt896NmzJ/n5+YnS3b59O0kkErp9+7aQNw8Pj1rzruLm5kZTpkwRtjUdgMjlciosLBSOiY6OJgBUUFCgUdvo0aMHjR49Wgiv+mL98OFD0tPToy+//FKUj4iICDI2NqaSkhLhGgMDA0XHjBs3jrp3717r9c6fP5/atGkjbKtetpOTk0XH+fj41Ii7qvrK6cqVK6L7SkRUVlZGx44do4KCgka3Y3UDkLrKYP369WRoaEilpaVC+J9//klnzpwhIvVtUJP6de/ePbpw4YLomFmzZgmDUNXAZt26dUJ4ZWUlubi4iAYgjDHG2KvitZiCdenSJRQXF6N79+7CPqlUil27dgm/czAxMcH//d//wd3dHa1bt4a1tTUuXryIx48fi+JSKpXC/+VyOQCIfhAsl8tRXFyMkpISpKSkoLS0FEFBQaI43nzzTWRmZgrTPxqrQ4cOotW/VPPNMzMz1R4fEBCAU6dOgYjw4MEDZGZmIjw8HA8fPhR+FJ6QkFDjtx91USqVMDc3F7atrKwAAPn5+Q26ll69eom2raysao1j8ODBOHLkCN59913s2rULubm5cHV1hYuLS6PTOHPmDAwMDODn5yeE6+jooHfv3khJSak1zrruQWVlJRITE9XefyJCamqqsM/b27vOvL8I1dQbFTMzMwBAbm6uRm2jLqmpqSgvL0fPnj1F+z09PVFQUICMjAxhX+fOnUXHmJmZITc3V+PrSEpKgqGhIdzd3WukVdc9qo+LiwuUSiVCQ0OxYsUKnD9/Hrq6uvDz84ORkVGTtuO6yqBv376QSCTo06cPNm7ciJs3b6JVq1bw8vJSG5em9cvCwgIHDx5Ez549YW9vD2tra3zzzTdC35aWlgYAonQkEkmt6TLGGGPN7bUYgKge8MbGxmrDy8rK8NZbb+Hw4cNYtWoVzp49i5SUFLU/9jUwMKixT90SwESEvLw8AM9Xw5HJZMK/sWPHAkCt8981Vf13Iqrre/LkidrjAwMDkZubiytXriA+Ph7u7u6wsLBA9+7dkZCQgJs3b+LWrVsNGoBUL1OJRALg+fU3hLp4aosjLCwMsbGxyM3NxahRo2BlZYXhw4eLfs/R0DTy8vJQUlICQ0ND0b3asmUL7t27V2ucdd2DwsJClJeXIzIyUhSns7MzAIjiVSgUdeb9RVQdfFRFRPW2jfqo6rhqMK5iamoKQDwQVZePhtSTvLw8mJiYCHWsaloNHfBWpauri4SEBIwcORIbN26Eh4cH2rZti23btgnpAk3TjusqA6VSidOnT8PZ2RkLFiyAo6MjevbsibNnz6qNS9P6NW3aNERFRWHq1Kk4fvw4UlJSMHHiRCEeVdlVz1v1us0YY4y9Kl6LXyRaWloC+P8vEtWdOXMGFy5cwPHjx9G7d29hf05ODhwdHRudruqlcvv27ejUqVONcHt7e7XnVX/BAiD6UalK9Zcu1fWpPuGuztraGh07dsTJkyeRmpoqXKuvry9OnDgBIoKzs/MLXbO2DBkyBEOGDEFBQQH279+PmTNnYsKECdi7d2+j4lMoFJDJZEhOTq4RpqurW+t5dd0DIyMj6OvrY8aMGRg/fnyNc1u1atWovKqoG6Spqyd1qa9t1EdVx6ufr9puyoGVQqFAfn4+iEjURvLy8upMR5NysrS0xMqVK7Fy5UpcuXIFq1atwvvvv4+OHTs2uh03RufOnbF9+3ZUVFTgxIkTiIiIwMCBA4UfolelSf2qqKjA5s2bsWjRIoSFhQlhVRc6UA0+qy9+UNsHGYwxxlhzey2+AVEqlTAyMkJ8fLywr7KyEn5+foiOjkZxcTEAiKYSnT59GllZWQ3+JL8qd3d3GBgY4MGDB3B1dRX+mZubw9LSUu23KcDzT5MLCwtRVlYm7Ks6XUfl0qVLoiliqtWX6vobEYGBgTh58iTi4+PRp08fABBW/NFk+tWLlEdTxRMbGytMGTM2NsbIkSMxceJEXLx4sdFxenl5obi4GBUVFaJ7pVo1qDZ13QMdHR14eHjg5s2bojidnJwglUprHShqSi6X13hJVFdP6lJf21Cp7X65u7tDT08PJ0+eFO0/ffo0FAoF2rdv36D8VFc1XU9PTxQXF+P8+fM10qo6hay6+sopKysLsbGxwnbHjh3x9ddfQ1dXF5cuXWp0O26oM2fO4PTp0wAgTAGLiorCw4cPRd+yqMpEk/pVUVGB8vJyUd+Wn5+PvXv3ir55ASCaxlZWVlbnCnCMMcZYc3otBiByuRzjxo3DsmXLsG3bNiQlJSE8PByJiYnw8fGBu7s7ZDIZVq9ejXv37iEuLg5Tp05FUFAQ0tPT653aU1e6H3zwASIjI7Fz505kZWXh2LFj6NevX51/18LDwwNEhM2bNwN4voTuunXrahxnZmaG8ePH48qVK0hKSsK8efPQvn37Ov86eUBAAP7zn/8gLS1NOK5Xr17IyMhAXFxcrQMQmUwGQ0NDxMfHIyUlRTQ4agjVS/f+/ftx5cqVRsXx1VdfITg4GMePHxfK9McffxT9fqOhAgMD0bVrV4SFhSE+Ph43b97Ejh070LVrV7Vlr1LfPZg7dy5++eUXrFixAteuXUNKSgpGjRoFHx+fF5o2BDyvJ+fOncOFCxdARDh06BAOHTrUoDjqaxuqa0xOTkZKSgoePXokOr9ly5YYN24cli9fjtjYWNy6dQvR0dFYt24dZs6c+ULLtpqZmeHPP/9EQkICsrOz0b9/f3Ts2BETJ07EuXPncOPGDSxcuBCJiYmYNWtWrfHUV063bt3CsGHDsGrVKqSnp+PatWtYunQpdHR04O3t3eh23FCHDh3C0KFD8fPPP+PGjRtISUnB6tWr0bZtW2HJ6eptsL76JZVK0aVLF3z33Xe4ceMGLly4gEGDBmHAgAF4/Pgx0tPTYWtrC29vbyxfvhxxcXFISUnBBx98AKlUKsrftm3bMGzYsCa7XsYYY6zRtPd799ppsgxvUVERTZ8+nVq1akVGRkbUs2dPOnbsmBC+Y8cOatu2LRkaGlLv3r3pwoULdPDgQZLL5eTm5iasgnX48GHhnKNHjxIAysjIEPapVtdRrYxUVlZGn3zyCTk4OJC+vj7Z29vTlClTal0lSmXZsmVkY2NDcrmcfHx8KDk5WbTc6LBhwygwMJC+/fZbatu2LUmlUvLy8qLr16/XGe/Tp09JT0+vxlK5nTp1Ih0dHWHZUVUaVVeb+sc//kFGRkZkbm5Oubm5FBoaSj4+PqJ49u3bRwCEFXiqKy8vp/79+5NUKiV/f38ier46UEREhOi42bNnk7Ozs7BddRWs+/fvU0hICFlaWpJUKiUHBweaPHkyPXnypNbr1iSN+/fv06hRo8jc3JxkMhl16NCBvvjiCyFc3SpYmtyDH374gTp37kxSqZQsLS1p6NChlJaWVmfe1Km+ClZBQQGFhoZSixYtyNzcnEJCQujHH38UrUKmyT2qr20cOHCAzM3NydjYmA4dOlRjdaeSkhKaPXs2tW7dmvT09MjR0ZGWLVtGlZWVDSr/6rKzs8nV1ZWkUiktXryYiJ6vBjd8+HBSKBQklUqpW7dutGfPnjrLTZNyio6OJnd3dzIyMiK5XE7e3t7066+/CnE0ph2rWwWrrjIoKyujhQsXCnVJVVeuXLkiHF+9DRLVX79SUlLIw8ODZDIZubq60q5du+j27dvk5OREpqamlJWVRVlZWRQQEEAGBgZkZWVFixcvpoiICFE/MX/+fNH1MMYYY81FQtREc3JYgwwfPhxPnjzB77//3txZ+Z/F94AxxhhjTPteiylYjDHGGGOMsb8GHoAwxhhjjDHGtIanYDHGGGOMMca0hr8BYYwxxhhjjGkND0AYY4wxxhhjWsMDEMYYY4wxxpjW8ACEMcYYY4wxpjU8AGGMMcYYY4xpDQ9AGGOMMcYYY1rDAxDGGGOMMcaY1vAAhDHGGGOMduZ0YAAAIABJREFUMaY1PABhjDHGGGOMaQ0PQBhjjDHGGGNawwMQxhhjjDHGmNbwAIQxxhhjjDGmNTwAYYwxxhhjjGkND0AYY4wxxhhjWsMDEMYYY4wxxpjW8ACEMcYYY4wxpjU8AGGMMcYYY4xpDQ9AGGOMMcYYY1rDAxDGGGOMMcaY1vAAhDHGGGOMMaY1PABhjDHGGGOMac0rOQBZtGgRxowZ06BzfvjhB7Rr1w4mJiYwNzfH+vXrX1LuGu7Zs2eQSCQ4ceJEk8f95ZdfYu3atS8UR2pqKmxsbHD79u0mylXT8fT0xNKlS5s7G00qOTkZw4cPVxv2xhtvYNeuXU2Wlq+vL7Zu3dokcR06dAjW1tYwNTWtNf8AMGfOHAQGBjYqjfbt2zfqvCVLliAsLKxR52pLfHw8pk+fXmv4P/7xD/zyyy819r/55pvYtGnTy8zaS3P//n3Y2tri1KlTzZ0Vxhhjr5BXcgDSGPPnz8eCBQvw7NkzPHr0CJMnT27uLAmMjIxw+vRpuLu7N3ncqampL3R+RUUFQkND8fnnn8Pe3r6JcqUeETX4nK1bt2Ls2LEvITfN50XvWXN5++238eeffyIiIqLO46ZPn441a9Y0OP6bN28iNze3sdl7ZRUVFWHs2LFISUnB48ePsWjRIiQkJAjhZ86cwbx583D//n1cuXIFEydOxNOnT5stv41pp7Vp1aoV1q1bh1GjRqG0tLTJ4mWMMfZ6eyUGIJcvX4anpyecnJyEl5yqzp8/Dz8/P7i4uKB9+/bYvn27EDZjxgxYW1vj7t27WLBgAaytrWFtbY3ff/9do7TDw8Mxffp0DB06FNbW1ujSpQvOnz8vhGdkZMDf3x+Ojo5wcHDAsmXLROfv3r0bSqUSSqUS06dPx+DBg7FhwwYhXKlUonXr1vDx8anx4hkTE4OAgADMnz8f/fv3R/v27UXnFhUVYdSoUXBycoK9vT3ee+89FBUVCeFvv/02duzYgYULFwrXnZmZqVG5qaj2hYSE1AjbuHEj3Nzc0LFjR3Tu3Bk///yzEFZRUYFFixZBqVTC0dERQ4cOxcOHD4Xwbdu2ISAgAL///juUSiUUCgVGjx4NABg3bhzee+89UVrR0dGws7NDRUUFAGDs2LGwtrZG9+7dsWXLlhp5++mnn/DGG2/A2toa7u7uiI2N1ThvL2LixIkYP348vL29ERwcjEWLFqFDhw6ib6FiYmLQqVMntG/fHt26dUNycrIQ9umnn2LatGn49ddfhXsWHR0tSiMzMxM9e/ZEq1at4O/vj5ycHCHs3r17GD58OFxcXODq6opJkyahoKBAVC7Ozs5QKpUIDw9HZWVlk1y3JjZu3Ahra2t06tQJ06ZNqxF+8uRJdO/eHW5ublAqlYiMjBTCfv/9d3h4eODx48dCuYSHhzcqHyUlJejTpw8WLFgg7Hvw4AFCQkLQvn17tG3bFvPmzRPVtUmTJoni2L9/P2xsbFBeXt6oPFQllUrxwQcfIDY2FnFxcejRowe6dOkihL/xxht48803ERsbiwMHDuD999+HsbGx2riysrJgZ2eHffv24bfffkPHjh1rHFNYWAgdHR3k5OTU24fcvn0bhoaGuH79Onx9fWFmZgZHR0ch/OrVq+jRowecnZ0xcOBALFy4EMHBwUJ4XfdU5Z133oGZmZnadgw874Pt7OzqL0jGGGN/HfQK6NWrF33yySdERHTnzh2ytram0aNHExFRfn4+2dra0ubNm4mIKCsri1q2bElJSUmiOIyNjSk5ObnBaU+ZMoVatGhBFy5cICKizz77jNzc3ITwt99+m+bOnUtERDdu3CCpVCqk8+zZMzI1NaX9+/cTEdH3339PBgYGtGHDhhrptGrVihISEkT7fvrpJ9LV1aX//Oc/RESUlJREUqmUCgoKiIhoxYoV1KtXLyotLaXCwkLq3Lkzffnll6I4AgICaM2aNTXS07TcAgMDadmyZTXOz8nJISMjI3r06BEREV2/fp1CQ0OpsrKSiIi++OILcnd3p8ePHxMR0ezZs2nw4MHC+efOnSMzMzPy9/ena9euERFRRUUFERGdOnWKZDIZPXnyRDjez8+PIiMja+QjODiYoqKiRPtOnDhBLVu2FO5ZQkICSaVSyszM1ChvL2Ly5Mn09ttvU1lZGRkbG9PmzZspLi6OunTpIly3XC4X8hYbG0uWlpZUVFQkxBEVFUXDhg1TG7+bmxt5e3vTw4cPqaSkhHr37i0ql7fffps+/PBDqqyspKKiIurTpw/Nnz+fiIiePHlCxsbGdOTIESIiiouLIx0dHdqyZUuTXLvK8uXLa80/EdGGDRsoICCgxv5OnToJbaWwsJBGjx5N2dnZQnhCQgKZm5s3Kk+RkZEUGhpKFRUVNHz4cJowYYIofMiQITRu3DgqKyujgoIC8vX1pVWrVhHR83tmYmJCeXl5wvHvvPMORURENCov6ly4cIH8/f1p/vz5tHbt2hrhGzdupLlz55K/v3+NNurn50cbN26knJwcUiqVFB0dTUREt27dIqlUSuXl5VRaWkr37t0jIqLExESysrIiIs36EGNjY+revTv99ttvVFlZKbRTIiJ/f3+h/0tPTycLCwsKDg4Wwuu7pyqrVq2i3r17qy2befPmUdeuXesuQMYYY38pzf4NSElJCU6dOoVRo0YBAGxtbTFgwAAh/MiRIygpKRGm4bRt2xbDhg3Djh07miwPb775Jjp16gQAGDNmDC5fvix86vzLL78gKioKAODo6AhnZ2dcu3YNAJCUlAQ9PT0hvyEhIbC2tm5Q2vb29vD39wcAdOnSBeXl5bh79y4AYPbs2fjtt9+gr68PQ0ND+Pj4CGnXR9NyO3XqFHr37l3jfKlUCiLCv//9b2RnZ8PJyQnbt2+HRCIB8Pwbi4kTJ8LMzAwAMGvWLPz666/Iz88HACgUCuTm5mLx4sXCvH4dnefVzdvbG87OzoiJiQEA3LhxAydPnsSECRM0urYff/wRAwcOFO6Zr68v7ty5g7Zt22qUtxchkUjQrVs36OnpoWXLlnBzc4OFhQUePXoEAPj+++8RFBQk5G3IkCFo0aIFjhw5onEa48aNg7m5OaRSKfz9/YVvtQoKCnDo0CHMnz8fEokEMpkMU6dOxZ49ewA8n8qjUCjQt29fAEC/fv2EMnkVmJqaIiYmBqmpqZDJZNi6dSscHByaNI2PPvoIAPDNN98I+548eYJ9+/Zh1qxZ0NPTg5GRESZNmiS0BU9PT3Ts2FH4NvD+/fs4ePAgJk6c2GT50tfXx9q1a7Fo0SK198Te3h6RkZFYvXo1DAwMaoQXFRVh8ODBmDx5stBX2tvbQyaTISsrC5s3b4aTkxOSk5ORlpaGN954A4BmfYhCocCAAQMQFBQEiUQitNPKykocP35c+G2Ni4uLqG8GNL+nvXv3xunTp9V+I/fPf/5T9K0zY4yxv75mH4A8fvwYAISXRQBo2bKlKDwvLw9t27YV/u3bt69J54pXHTSo0lbFf+LECQwaNAienp7o2bMnsrOzhYfow4cPYW5uLoqroVMJFAqF8H8dHR1IJBJhakh2djbGjx+Pbt26oWfPnti9e7fGU2o0KbeCggIUFhaiVatWNc6Xy+WIj4/H+fPn4enpCTc3N+zcuVMU/6effirE3atXLygUCty/fx8AhIGKp6en2vxNmDBB+HH05s2bMWDAAI3LLicnB5aWlqJ9lpaW0NXV1ShvL8rQ0BDA8/sllUohkUiE+/L48WPExcWJyj03N1c0jao+FhYWwv/19fWFaUD37t0DAFhZWQnhVlZWwnU9evRI1I4AcVtqbj/99BNatGiBYcOGwcbGBpGRkU06RezAgQPYunUr7OzshJdo4HlbJiIMGDBAuCfz588XDUinTJkiTH/cunUrAgMD0aZNmybLm6ur6/9r777Dorj2/4G/l8UFZAEpsktRkbKUVRFxbSCIaEQUuLGBIlxLEAwWbhQVY4l6TVRExZqoUWMBFU1U7F0xFowtBhvBrjQFRMql7ef3Bz/m60pbBMXoeT2Pz8PMmXPOZ86cXefszJmBnZ0dhEIh+vXrVym9T58+0NTURJs2bSCVSiulz549G7du3aoUk62tLe7du4d9+/Zh4sSJiI+PVxiAKPMdwuPxqvyc5uTkoKysTOE77u15YsoeU2NjY5SWlnIDdYZhGObzptrYAVScMOXk5HAnXqmpqVBVLQ/N1NQUJiYmuH///nuL4c3/FCsGRHp6esjLy0P//v0RExODgQMHAiif01GhWbNmlX5Vf/78eYPFFRgYCJlMhpiYGPD5fAQHByudV5l2qxgkVEcmkyE2NhZEhMOHD+PLL7+Ek5MTTE1NYWpqiuDgYAQGBtZYhrq6epXrAwICMG3aNNy9exe//PKLwi/WtTE2Nq40T+jevXsQi8XQ1tZWOrb3wdTUFAMHDsSGDRsavGwjIyMA5QOwijkCmZmZ3MBNV1cXOTk5CnkqBi0fA2NjYyxfvhzLly9HUlISBgwYAIlEAn9//wYpv0OHDti6dSscHBzg7u6O/v37c/XyeDwkJCRUe8XF19cXkyZNQkJCAn7++WdERUU1SEwNZeLEiXB1dcXgwYPRoUMHbiBgZ2eHmzdv4unTp9i0aRO8vLxgamqKPn36AFD+O6Sqz6mOjg5UVFQUvuPe/n5T9pjS/5/YXtt3DsMwDPN5aPQrIOrq6pDJZPjll18AlE/6PnbsGJfu5OSEoqIi7tf3goIChISENOhjHU+cOIHHjx8DKJ+U3a5dO+62muLiYnTp0gUAsHfvXqSlpSEvLw8A4ODggFevXuHMmTMAgF27djXYr+xA+X/2MpkMfD4fKSkpOH78OFd3BW1tbe6WiuLiYuTm5gJQrt2aNm0KTU3NKmO+dOkSfH19UVxcDB6PB0dHR2hoaHAnEIMHD8bq1au5+o4dO1anScP6+vr48ssvMWPGDPD5fHh4eCid18/PDwcOHMDt27cBAJcvX4aDgwM3eFQmtlWrVoHP5+PWrVtK16uMQYMGYe/evbh79y4A4PHjxxg0aBAXG1B+zB4+fIji4mLI5XKFtJpoamrCw8MDkZGRICIUFBRg+fLl8PPzAwB06tQJL1++5G732rFjR6XJ90QEkUhU6SEA71t+fj5cXFy4AZFEIoGhoaHCCam2tjZev37NbVPXBwdUTF7fuHEjRo4ciadPnwIA1NTU4O3tjYULF0Iul4OIsHjxYoVBr5qaGkaPHo2xY8fif//7X6VbjRqr3SqYmJigR48e+OqrrzB06FDuqpidnR22bduGPn36oHnz5lBVVcXNmze5KyDKfIdUh8/nQyaTcd8h9+/fx+HDh7l0ZY5phdTUVDRp0qTKK3IRERGQyWR1axCGYRjmn63xpp/8nytXrpC9vT2JRCLq06cPTZ48mQIDAxXSnZ2dydzcnCwtLSk8PJxKSkoUyqjPJPThw4dT//79ydzcnOzt7enq1atcelhYGFlYWFCPHj0oMjKS5s2bRwYGBtxE3/Xr11PLli2pTZs2FBERQe7u7vTjjz8SUfnkSpFIRCKRiFRUVEhPT49EIhGFhoYSUfkkdHt7e4V4+Hw+3b59m4jKJ7W3bt2anJ2dKSgoiOLj40lHR4cWLlzIbX/mzBkyNzcnTU1NMjExodjY2Dq12xdffFHlJPSSkhKaMGECWVpakp2dHbVr1442bdqkkD59+nSytLQkKysr6tatG124cIFLT05OJgCV6nvTiRMnCAD997//VVi/Z88ert3U1dVJKBSSSCRSmKi6fft2srCwoBYtWlC7du24ibDKxEZE5OPjozCZVlmhoaHcpPhWrVrRtWvX6Nq1a2RiYsJtExMTQ1KplCwtLUkqlVaaBJ6WlkZdunShpk2bUvPmzek///kPlyaVSum3337jlufNm6cQ5/Pnz2ngwIFkbW1NNjY2FB4eTkVFRVz65s2bqWXLlmRqakoTJ06kXr16cQ8iICK6du0a8Xg8+uuvv+q038nJydwxEQqFpKamxi2/fPmSMjIyuGVtbW0SCATc8oMHD4iIaO3atWRjY0O2trZka2tLkyZNUpjwXFZWRgEBASQUCklXV5e6du2qdHwVk9ArTJw4kVxcXKi0tJSIiNLT08nPz4/Mzc3JwsKCBgwYwE3arvDw4UNSUVGhuXPnVir/XdutIVRMQiciKi4uJplMRtOnTyciooMHDxIAOnfuHBGVP0QDAL169YqIlPsOMTExoWPHjlVZd2JiItnZ2ZGVlRUNGjSIJk+eTH5+flx6bce0QlRUFLm6ulZZR3BwsMLnh2EYhvn08Yga8KHv/0Djxo0Dj8d7p/cWVKVTp06YPHkyhgwZ0iDlvW+bN2/GokWLcPPmzc/m9oiysjIYGBjg3LlzVd5v/ymLjIzEH3/8oTCfhyn3+vVrtGzZEklJSTA2NlZIY+1WbsqUKcjLy6vzi147duyIMWPGYMyYMe8pMoZhGOafpNHngHwM6jMG8/f3h7GxMSIjI3Hr1i0kJSX9o24n8Pf3x6JFixATE9Ng9+J/7C5duoRevXp9doMPoPx2w8WLFzd2GHXyww8/ICUlpdr0ZcuWQSgU1qsOIsK3334Lb2/vSoMP4J/Zbg1h1apViIuLw/Hjx1FYWIj4+PhaX0T5tj179iA7OxsjRox4T1EyDMMw/zTsCsi4cQCg8CK5uvjrr78wevRoZGZmQiAQYNq0af+4/2ivX7+Ovn37IjEx8b2/DZ1hPja3b9+Gq6srHBwcEBMTU+nJdp+z3NxcjBw5En/88QdUVVXh5eWFqKgo7olztcnIyICDgwPi4uLQrVu39xwtwzAM80/x2Q9AGIZhGIZhGIb5cBr9KVgMwzAMwzAMw3w+2ACEYRiGYRiGYZgPhg1AGIZhGIZhGIb5YNgAhGEYhmEYhmGYD4YNQBiGYRiGYRiG+WDYAOQDyMvLA4/Hw7lz5xq87KVLl77zI4Q/d5MnT0avXr0aO4w6+9iP+ftq12vXrmHQoEENXu6bbty4ASMjIzx58qRBy60p9jZt2mDXrl0NUk9paSl4PB4ePnzIrTt58iRatmyJrKysBqmDYRiGYeqLvYjwA2jatCkuXLjwXl58d+PGDXTs2LHBy/0cTJgwAfn5+Y0dRp197Mf8fbXrjRs3GrQ8IgKPx+OWy8rK4O/vj8WLFzf4+3AaOva66NmzJwYMGICJEydiy5YtjRYHwzAMw3DoMxccHEzjx48nb29vEolEZG9vT1euXOHS7927Rz169CAzMzNq0aIFzZ8/XyH/r7/+ShKJhCQSCY0fP5769+9Pq1ev5tIlEgmJRCJSUVGhhIQEhbyxsbHUs2dPmjJlCnl4eJClpaVC3oKCAho+fDi1bt2aTE1Nyc/PjwoKCrj0Pn36kEAgIC0tLRKJRCQSiSg5OZlLv3TpEnXr1o0kEgnZ2dnRsmXLFOofNWoUzZ07l6KiosjIyIg0NTVp3bp19WtQJaWmplLfvn3JxsaGLC0tydfXl169esWlX7lyhVxcXMjKyoosLS1py5YtCvnNzc3p+PHjFBAQQPr6+qSmpkbJycn04MEDUlFRoTt37nDbyuVysrCwoB9//JGIiNauXUsikYi0tbXJ3d29UmwZGRkUEBBAxsbGZGJiQgEBAXWKrSa5ubk0aNAgatmyJXXq1Il++uknMjQ05NLT09Np6NChZGlpSa1ataLw8HAqLS3l0ms75jWJjY2lrl270vTp06lFixbUqlUr2rhxI5deW3+7ffs2derUiczNzcnT05MiIiJoyJAhXHpN7Zqamkp8Pp82bdpEXl5eZGdnRyNGjCC5XM5ts2DBArKwsKAWLVqQs7Mz3b17l0ubM2cOCYVCUlNT4/b7l19+4dKfP39OAwcOJCsrK7K2tqaQkBDKy8vj0jdv3kw9e/akY8eOkUQiIW1tbQoICFCIcdOmTSSVShViIiKytLSk8PBwsrGxoQULFtDQoUOpZcuWlJiYSEREpaWl9O2335JEIiEzMzPy9vamzMxMpWOXSqX0ww8/UOfOncnQ0JB69OhBGRkZXHptn+Np06aRiYkJtW3bllasWEEA6MGDBwrbpKWlkaamJiUlJRHDMAzDNLbPfgASGhpKzZo1oz///JOIiObPn09SqZRL9/DwoPDwcCIiun//PgkEArp27RoREeXl5ZGWlhYdOHCAiIi2bdtGampqtGbNmkr1iESiSgOQuLg44vP5dPLkSSIqP7EVCASUn59PROUnZN26daPi4mIqKCigdu3a0dKlSxXKcHd3pxUrVlSqLzc3l5o3b04xMTFERPT48WPS19enQ4cOcdtERkaSlZUV+fn5UXZ2NhERlZWV1dpmpaWlpKOjU+W/w4cP15qfiGj8+PFcuxKVn6QdPHiQiIhev35NJiYmtGHDBiIievDgAenp6SkMDPv160cSiYSWLFlCRUVFRETcieMXX3xB06ZN47Y9deoUCYVCys3NVYhhzZo1VQ5AevfuTSEhIVRcXEyFhYXk5eVFI0eOVDq2msyZM4ecnJyoqKiIcnNzycnJiUQiEZfu7e1No0aNopKSEsrPzydnZ2eKiopSKKO6Y16buLg4UldX5waZ586dI1VVVUpNTSWi2vubm5sbd8zu3r1LBgYG5OvrW6meqto1MzOTANDcuXOJqHywY2hoSMePHycioosXL5KWlhYXS1BQEPn4+CiUMW/ePBo4cGCV++bh4UHBwcEkl8upsLCQXFxcaOrUqVz65cuXSVdXl9zc3OjevXtEVLmv9+rVi77//vtKZdvZ2dGCBQvo/PnzxOPxKCUlhaZPn05hYWFERLRkyRKyt7enrKwsIiKaNGkSeXl5KR27VCqlrl270osXL6ioqIi6d+9Os2fPJqLaP8dHjx6l5s2bU1paGhERzZgxo8oBCBGRl5cXzZw5s8oYGIZhGOZDYnNAAPTo0QNt27YFAIwYMQJJSUnIzMwEAPz666+YN28eAKB169awsLDAvXv3AABXrlyBqqoqPD09AQDDhg2DWCyuU90tWrSAm5sbAKB9+/YoLS3Fs2fPAACTJk3CkSNH0KRJE2hoaMDJyYmruzZnz56FhoYGhg4dytXj6+uLPXv2cNvo6OggLS0Na9euRbNmzQAAKiq1dwk+n4+cnJwq//Xp00ep+LS0tHD69GmcOnUKRUVFmDVrFvr27QsAOHHiBIqKijBy5EgAgJmZGQYOHIjY2FiF2I2MjPCf//wHAoEAALjbab766its2bIFcrkcALBhwwYMGzYMWlpatcaVlZWFY8eOITw8HE2aNIG6ujpiY2MRHR2tdGw1OX36NIYMGQKBQAAtLS2MHj2aS8vJyUF8fDy++eYbqKqqomnTphg7dqzSZSujadOmXJ1OTk5o3bo1EhISANTc3+RyOc6ePYvhw4cDACQSCdfv6yIwMBAAoKGhATs7O9y/fx8A0KlTJzx58oT7/PTq1Uvpvp6fn4/Dhw9j6tSp4PF4UFdXx7hx4yr19ezsbMyaNQtWVlYAKvf18+fPo3v37pXK5/F46NChA0QiEdTV1WFubg4DAwO8fPkSALB582YEBQVBV1cXAPDNN99g//79eP36tdLtMmrUKOjr60MgEMDNzQ1///03gNo/x6dOnULv3r0hEokAAGPGjKm2ju7du+P3339XOiaGYRiGeV/YHBBAYdCgp6cHAMjOzkbz5s1x7tw5LFq0CNnZ2VBVVcWjR4+4E9sXL15AX19foSxTU9M61a2jo8P9raKiAh6Ph7KyMgDAo0ePMH36dCQnJ0MgEODRo0fw8fFRqtzU1FQYGhoqrDM0NMT169e5ZR6PB4lEotSJeUObNWsWhEIhpkyZgjt37sDHxwfR0dHQ19dHVlYWcnNzYWZmxm1fVFSEfv36KcRe3TwIHx8fhIaG4tixY+jatSt2796t9AMAXrx4AQBo3rw5t05TU5P7W5nYaiv/zT7z5lyD7OxsEBE8PT25wVRZWZlC/fVlaGioMO9BT08P2dnZAGrubzk5OSgrK6sUe8WJsrLe7O98Pp/r64WFhZg9ezYSEhKgqqqKnJwchThrkpqayu3bm/uZnp7OLVeUVV2fyc/PR0FBAXci/zYNDQ2oqKgoDHYrvgeysrIwd+5cREZGKuxnenq60p8tAwMD7u8mTZqgtLSU27eaPscvX77kBj7A/31/VcXY2BhpaWlKxcMwDMMw7xMbgADcL5kAuCfF6OnpIS8vD/3790dMTAwGDhwIALC2tua2bdasWaVfOZ8/f95gcQUGBkImkyEmJgZ8Ph/BwcFK5zUyMuKu4lTIzMysNEBSV1evc1xvn4i+aceOHUpdBVFTU0NERAQiIiKQkZGBkJAQTJs2DevWrYOpqSlMTEy4X8erU13sAoEAgYGB2Lx5Mx4/fgypVAoHB4fadwzlJ2kAFE4ec3Jy8OLFC1haWiodW3Xe7jNv9hdjY2PweDwkJCSgZcuW71R+bd7s60B5f684aa2pv+no6EBFRaXa2Otr/vz5SExMxJkzZyAUChEbG4s5c+YoldfIyAhAef+uGKxV1deB6vuMsoOdqpiamiI4OJi7utOQavsc6+rq4unTp1xaxWCsKvTWpHuGYRiGaSzsFiyU31bz+PFjAMDWrVvRrl077haL4uJidOnSBQCwd+9epKWlIS8vDwDg4OCAV69e4cyZMwCAXbt2KfzqWl/Pnz+HTCYDn89HSkoKjh8/ztVdQVtbm7tVpbi4GLm5uQAAFxcXFBYWYufOnQDKf93evn07fH196x1XQ9yCNWLECBw5cgRA+S+6EomEOzlycnJCUVERduzYAQAoKChASEgIzp8/r3SMQUFBOHjwIHbu3ImQkBCl8wmFQvTv3x9RUVGQy+UoKSlBUFAQ9+u2srHt27cPpqamCo9DBYBu3bph9+7dKC0tRX5+PjZt2sSlqampwdvbGwsXLoRcLgcRYfHixfjpp58UyqjumCsjKysLe/fuBQAkJibi4cOxthc5AAAbmElEQVSHcHFxAVBzf+Pz+ZDJZNx+379/H4cPH1a63to8f/4cUqkUQqEQeXl52LZtW5V9/eHDhyguLoZcLud+LNDU1ISHhwciIyNBRCgoKMDy5cvh5+endP1NmzaFpqbmO31+Bw8ejNWrV3PH4dixY5X6XHWx16a2z7GLiwuOHj2K1NRUEBHWrFlTbVmpqal1vkWUYRiGYd4HNgAB4OnpidDQUFhYWCAmJoY7KWzVqhXCwsLg6uoKNzc3JCcnIzw8HBERETh58iR0dXWxcuVKBAYGom3btrh69Sq6du3KnUhPnToVYrEYYrEYmZmZ8PHxgVgsxrhx45SKa/78+Zg5cya6d++OhQsXIjo6Gvv378eiRYu4bcLCwnDgwAEIhUKYm5vj4MGDAMrnWOzbtw/R0dGwsbHhTqqdnZ0buPXezZgxYzBjxgzY2trCzs4Od+/exX//+18A5SeD8fHxWLlyJSwsLGBvbw9tbW106tRJ6fKtra3Rtm1bXL58WeFENDMzkzsmU6dORUJCArdcMVjYtGkTsrKyYGxsDIlEAqFQiKioqDrFVlBQgGfPnnG30lSYNGkSeDwezM3N0a9fPwwePFjhV+m1a9ciKysLVlZWsLKywoULFyrddlfdMVeGVCrFiRMnYGdnBz8/P6xfv567xae2/rZixQrs3LkTEokEU6dOhb+/Pxe7Mu1ak7CwMJw/fx5du3bFsGHDMGvWLPB4PIV99/X1RZMmTaCrqwuxWMz1F6B8nk96ejpsbW3h6OiILl26IDw8XOl2AcoHlxXzYepi3LhxcHd3h6OjIyQSCb777juMGDFCYZuaYq9JbZ9jDw8P+Pv7o3379pBIJGjfvj2aNGkCIqpUVkJCwkfz+WcYhmE+bzyq6n+qz8i4cePA4/GwYsWKBimvU6dOmDx5MoYMGdIg5TGftoMHD2Ly5Mm4devWe69r165dmDNnDm7evNkg5U2ZMgV5eXlYvXp1g5TX2DZv3oxFixbh5s2bn9ytShkZGTA3N8fly5dha2vb2OEwDMMwnzk2BwSo8tdCZfn7+8PY2BiRkZG4desWkpKSIJPJGjA65lNy5coVDBgwAL///jtMTEwQGxuLbt261bvcpKQkLF26tNr0nj17QiAQ1Kuvr1q1CnFxcTh+/DgKCwsRHx+Pb7/99p3L+9j4+/tj0aJFiImJgb+/f2OH06C+//57fPnll2zwwTAMw3wU2ACkniIiIjB69GiYm5tDIBBg1apVaN26dWOHxXykHB0dERAQACcnJ6iqqkIqlWLdunX1LlcqlWL9+vU1brNr16561REQEICTJ0/CwsICqqqq8PLy4h4P+yng8/nYunUr+vbtCxcXlwZ/G3pjOXXqFH799VeFJ+AxDMMwTGP67G/BYhiGYRiGYRjmw2GT0BmGYRiGYRiG+WDYAIRhGIZhGIZhmA+GDUAYhmEYhmEYhvlg2ACEYRiGYRiGYZgPhg1AGIZhGIZhGIb5YNgA5P+reGu5UCiESCTCtWvXGjskBkDHjh2Vfmv0xyQvLw88Hg/nzp1r8LKXLl2KlStXNni5H4OPvd3WrFmDrl27VnrDPQCcOXMGEyZMqDZvdenfffcdhg8fXq+4GotcLoe7uzsWLVrU2KEwDMMw/yBsAAIgJSUFixcvxpkzZ5CXl4f09HQ4ODg0dlgMgE2bNmHkyJGNHUadNW3aFBcuXIC9vX2Dl33jxo0GL/Nj8TG324MHDzB9+nRs27YNqqr/9wqlwsJCjBw5EtevX0dWVhZmzJiBhIQEpdM/tIZ88rqKigo2b96MH374Abdv326wchmGYZhP22c/AJHJZOjcuTOICK6urhCLxRCLxSgoKAAApKamYtCgQZBIJLCxscHYsWORn5/P5R89ejTmzZuHJUuWwNjYGEKhsNYXwr3JwsICJ06cQGBgIAwMDKCuro6///4bAFBWVoYZM2bA2toarVu3ho+PD168eMHlTUtLg6enJ2xtbWFlZQU/Pz/k5uZyaTweDzExMbCxsYFIJEJYWBjkcjmXPzExEU5OTrC2toZUKkV0dDSXtn37dri7u2Pq1Kno27cvrKyssGbNGi69rKwM48ePh7W1NWxtbeHk5ISkpCQuPSMjA8OGDYOVlRXMzMwwZcoUlJWVKd0uI0eOhFgshkwmw8aNGxXSaoutNjY2Nli2bBlkMhkMDQ3h6emJly9fcunJyclwc3ND69at0bJlS3z//fcK+X/77TdYW1vD2toaEyZMgJeXl0L91tbWMDY2hpOTU6WT3pCQEISFhSEgIAC9evWCra0tfv/9d6Xr9vDwQGxsLKZPn8711Yr+AtR8TIGa+1ttQkJCMGHCBPj4+EAsFqN9+/a4evXqR9FuhYWFCAgIgLm5OVq0aIGhQ4eisLBQ6Xa7evUqXF1dIZFIYGVlha1bt1ba/7lz52LYsGEwNzdXWC8QCDBmzBjs3bsXR48eRefOndG+fXul099UVFQEFxcXTJs2DYWFheDz+cjIyKi0XefOnREXFwcAWLhwISwtLdGyZUt0794d9+7d47Z78uQJNDQ0kJKSAmdnZ+jq6iq8KPX169cYPHgwWrVqhc6dO2Pt2rUQiURcek3fMRVMTEwwatQozJ07t8p92r59O3g8ntL9jGEYhvkMEEOXL18mHR2dKtM8PDwoODiY5HI5FRYWkouLC02dOpVLj4yMJCsrK/Lz86Ps7GwiIiorK1O67n79+pFEIqElS5ZQUVERERHJ5XIiIlqyZAnZ29tTVlYWERFNmjSJvLy8uLzjx4+n8PBwbnnOnDl08OBBIiLKzMwkADRmzBgqLS2ltLQ0MjExobi4OCIiys3NpebNm1NMTAwRET1+/Jj09fXp0KFDREQUFxdHfD6fTp48SUREV65cIYFAQPn5+UREtHv3burSpQuVlpYSEdGvv/5KCxYs4GLx9vamUaNGUUlJCeXn55OzszNFRUUp3S4VfH19ad68eQrraoutNlKplDp27EhZWVlUUlJCffv2pdDQUC7dw8ODa9f79++TQCCga9euERFRXl4eaWlp0YEDB4iIaNu2baSmpkZr1qypVI9IJKKEhASFdaGhoSQWiyk9PZ2IiKKiosjZ2Vmpuiu4u7vTihUrKtVX2zElqrm/1SY0NJSaNWtGf/75JxERzZ8/n6RSqVKxv+92W7BgAXXr1o2Ki4upoKCA2rVrR0uXLlUoo7p2e/36NZmYmNCGDRuIiOjBgwekp6dHV65c4bYpKioiTU1NOn/+fJVt8+eff5KbmxtNnTqVVq5cWaf02bNnk7+/P5WVldGgQYPoq6++4tLMzc3p7NmzRESUlpbGHTNtbW26desWXbx4kbS0tCg1NZWIiIKCgsjHx0ehfE1NTZLJZHTkyBGSy+UK309z5swhJycnKioqotzcXHJyciKRSMSl1/Qd86YrV66QmppalZ/BPXv2kEgkogcPHlTZdgzDMMznhw1AqPoBSF5eHgGg+/fvc+t27txJ1tbW3PLatWtJS0uLcnNz36nuYcOGkaura5Vp7du3VzhZefbsGfF4PK6u6dOnk0wmo5MnT9L//vc/hbwVA5Dr169z64KCgujrr78mIqL9+/dTy5YtFfJ8/fXXFBwcTETlJ/lmZmZcWllZGamoqNC9e/eIiOjo0aNkYGBA27dv5wZIFbKzs4nH49Fff/3Frdu2bRt17NhRuUZ5Q3UDkJpiq41UKqVly5YpxGZnZ8ctFxQUKLSnra0t7dixg4iIzpw5Q7q6ugrltWrVqk4n0iNGjOCWT58+TcbGxkrVXaG6E+najilRzf2tNqGhofSvf/2LW3727BkBoIyMjFpjf9/tVlJSQq9fv+aWx44dS2PHjlUoo7p227NnDxkYGCisCwoKosmTJ3PLiYmJJBAIuAH3227fvk1JSUn0+vVr2r9/f53SKwYgEyZMoEGDBikMEPr370/r1q2ju3fvkoaGBi1ZsoSePHlCAoGASkpKSC6XU05ODrf9jh07yNbWVqF8Y2Njmj17dpVxu7m5UXR0NLe8YcMGhQFITd8xb5LL5SQUCrnBEsMwDMPURLXm6yOft9TUVACAoaEht87Q0BDp6encMo/Hg0QigZaW1jvVwePx0LFjxyrTsrKyMHfuXERGRnLrdHR0kJ6eDi0tLcyaNQtCoRBTpkzBnTt34OPjg+joaOjr63Pbi8Vi7m89PT08fvyY27c396ti365fv65QVwUVFRXweDzuNqrevXtjxYoV+Pnnn/HVV19BJpMhKioKDg4OyM7OBhHB09MTPB4PQPktW5qamu/URlWpKTZlvN0u2dnZ3PK5c+ewaNEiZGdnQ1VVFY8ePeJuXXvx4oVC+wKAqanpO8fO5/MV4q6p7tooc0xr6m/KeLvdACA7OxvNmzdv1HZ79OgRpk+fjuTkZAgEAjx69Ag+Pj5KlZuVlYXc3FyYmZlx64qKitCvXz9uOSMjAwYGBuDz+VWWYWNjw/39Zj5l0w8ePIiysjKMGjUKKir/d2esVCrFvXv3kJ2djYkTJyI+Ph5t2rSBjY0NVFVVUVBQgNmzZyMhIQGqqqrIycnhPnMVajrmbx+XFi1aKKQr8x1TUYdYLEZaWlqV9TAMwzDMmz77OSA1MTIyAgBkZmZy6zIzMyudOKmrq9ernurym5qaIjIyEg8fPuT+ZWdnw9LSEgCgpqaGiIgIXL58GSkpKSgoKMC0adMUynhzbkNWVhZ30mhkZKSwX9XtW038/Pxw9OhRZGRkwN3dHUOGDAEAGBsbg8fjISEhgYv7yZMnuHPnjtJlv2/VtUteXh769++PkJAQ/PHHH7h48aJCmzRr1gyvX79WKOv58+cNElNtdddG2WNan/76drsB5QORxmw3AAgMDISRkREuX76MixcvwtvbW+m8pqamMDExUficpaamKszlevukvqF16NABd+/exfbt27F//35uvZ2dHR48eID4+HiMHz8eOTk5uHTpEtq0aQMAmD9/PhITE3HmzBlcunQJ3333XZXlV3fM3z4ubx8TZb5jKhDRe28nhmEY5tPABiA10NTUhIeHByIjI0FEKCgowPLly+Hn5/dB6h88eDBWr17NTfo8duwYQkJCuPQRI0bgyJEjAMp/6ZZIJJVOAComcGdlZeHQoUNwd3cHALi4uKCwsBA7d+4EUP4L8vbt2+Hr66tUbKtXr+Yej6uhoQFHR0eubjU1NXh7e2PhwoWQy+UgIixevBg//fTTuzZFg9u+fTsKCwshl8sRExPDtcvLly9RXFyMLl26AAD27t2LtLQ05OXlAQAcHBzw6tUrnDlzBgCwa9cuhSti9VFb3RW0tbW5icbFxcVc/6jvMa0QEREBmUxWZdqJEye4q2hbt25Fu3btYGBg0KjtBpSfOMtkMvD5fKSkpOD48eNKt5uTkxOKioqwY8cOAEBBQQFCQkJw/vx5Lq+hoSFevHhRp6tsdVExMX7jxo0YOXIknj59CqB8AHLr1i2UlJTA2NgYffr0QUxMDDcAef78OaRSKYRCIfLy8rBt27ZK+12Tbt26Yffu3SgtLUV+fj42bdqkkK7MdwxQPvhIT09XuEJWYd++fTA1NcXDhw+VjothGIb5tLEBSC02bNiA9PR02NrawtHREV26dEF4ePgHqXvcuHFwd3eHo6MjJBIJvvvuO4wYMYJLHzNmDGbMmAFbW1vY2dnh7t27ld6ZYWxsDAcHB7Rr1w6DBg3ibkvR0tLCvn37EB0dDRsbG/Tv3x9RUVFwdnZWKrYBAwbg0qVLsLKyQps2bTBv3jxs2bKFS1+7di2ysrJgZWUFKysrXLhwQelbYvbu3cudkO3duxcLFy6EWCxGhw4dlMqvjO7du6Nnz54wMzODXC7H7NmzAQCtWrVCWFgYXF1d4ebmhuTkZISHhyMiIgInT56Erq4uVq5cicDAQLRt2xZXr15F165duZOyivfJiMViZGZmck+MGjduXK0x1VZ3hbCwMBw4cABCoRDm5uY4ePAggPof0wrZ2dnc7Ydv8/T0RGhoKCwsLBATE8OdsDZmuwHlVwJmzpyJ7t27Y+HChYiOjsb+/fsV3k9RXbs1bdoU8fHxWLlyJSwsLGBvbw9tbW106tSJy2tvbw+BQIDExMQ6tWVdeXh4wN/fH/7+/igrK4OtrS1u376N/v37AwC8vLxw+/ZtbgASFhaG8+fPo2vXrhg2bBhmzZoFHo+n9Gdt0qRJ4PF4MDc3R79+/TB48GCFAYYy3zEAcO3aNZSWlsLR0bFSWkFBAZ49e1blu1MYhmGYzxOPqAEfCs98NF68eIHmzZtXee/9565NmzaYM2cOBg4c2CDlderUCZMnT+ZuQftUjRs3DjweDytWrGiQ8v5p7TZq1ChoaGhg1apVjR3Ke3Pw4EFMnjwZt27dqlO+SZMmITU1FTExMe8pMoZhGOZTwq6AfOLY+LJq9WkXf39/7irYrVu3kJSUVO0tS5+az7ndZs6ciZiYGNy/f7+xQ2kwV65cQatWrfD06VMQEWJjY9GtW7c6lfHs2TNs2LABM2fOfE9RMgzDMJ8a9hQshqmjiIgIjB49Gubm5hAIBFi1apXCy92Yqv3T261169b44Ycf4O/vzz116p/O0dERAQEBcHJygqqqKqRSKdatW6d0frlcjsDAQEybNg22trbvMVKGYRjmU8JuwWIYhmEYhmEY5oNht2AxDMMwDMMwDPPBsAEIwzAMwzAMwzAfDBuAMAzDMAzDMAzzwbABCMMwDMMwDMMwHwwbgDAMwzAMwzAM88GwAcg/wP79+9/pkZ+zZs2CWCyGmpoaVq5cWev2zs7O3JutlVXxBmuhUAiRSIRr167VOU6mYQ0fPhza2towNTVFr169FNJ69eoFsVgMHo+Hv/76q8r879rfAGDp0qVK9bWq8Hg8/P333++UtzanT5+GqakpTE1NoaKiguvXr7+XehiGYRiGqR0bgPwDODs74/fff69zvrlz5yItLQ1ubm7vISogJSUFixcvxpkzZ5CXl4f09HQ4ODhUu31jPvH5c3va9DfffIOnT5/i+PHjCuuPHz+OtLQ0qKmpVZv3XfsbANy4ceOd8r1vPXr0wNOnT/H06VM0bdq0scNhGIZhmM8aG4A0EiKChYUFduzYobA+PDwcgwcPBgAkJSVBLBbDysoKTk5OlcrIyMjAsGHDYGVlBTMzM0yZMgVlZWVKxxAXFwcLCwtYW1sjJCQEcrlc6bwymQydO3cGEcHV1RVisRhisRgFBQUAgC1btsDd3R3Hjx+HtbU1dHR08O9//5vLn5iYCCcnJ1hbW0MqlSI6OppLCwoKwujRo9G1a1f4+vpixowZsLW1VfqX9SdPnkBDQwMpKSlwdnaGrq6uwgvvamu3tLQ0eHp6wtbWFlZWVvDz80Nubi6XxuPxEBMTAxsbG4hEIoSFhSm03ebNm9G2bVvY2NigY8eOOHHiBJcWEhKCsLAwBAQEoFevXrC1tVU42a+pbmVir4/a+lttsXl4eCA2NhbTp0/n+sO7XtGIj49HixYtuLeOl5WVYcaMGbC2tkbr1q3h4+ODFy9eAAB++eWXSi/By8rKgoaGBpKSkt6pfoZhGIZh3iNiGk1kZCS5urpyy8XFxWRoaEjHjh1T2O727dvE5/Mr5ff29qZRo0ZRSUkJ5efnk7OzM0VFRVXark+fPrRixQqFdTk5OaSpqUknTpwgIqKjR4+SiooKbdy4Uen4L1++TDo6OtWm6erqkpubG927d4+IiMrKyoiIKDc3l5o3b04xMTFERPT48WPS19enQ4cOERHR119/TR4eHlRSUkKampq0YcMGOnr0KLVv317p2DQ1NUkmk9GRI0dILpdzdRPV3m7jx4+n8PBwbnnOnDl08OBBIiLKzMwkADRmzBgqLS2ltLQ0MjExobi4OCIiunDhAmlpadHdu3eJiOjAgQOkpaVFGRkZREQUGhpKYrGY0tPTiYgoKiqKnJ2dlapbmdiJiPz9/Wn27Nk1to+amhrdvHmzyrTq+lttsRERubu7V+prygJAycnJdPHiRTIxMaE///yTS1uyZAnZ29tTVlYWERFNmjSJvLy8iIiosLCQ9PX16dSpU9z2y5YtIycnpyrr0dTUpGvXrr1TjAzDMAzD1B+7AtKIRo0ahcTERNy6dQsAsG/fPmhra8Pd3b3WvDk5OYiPj8c333wDVVVVNG3aFGPHjkVsbKxSdV+6dAk6Ojro2bMnAKB3794wMzN79515i46ODrKzszFr1ixYWVkBAFRUyrvb2bNnoaGhgaFDhwIAWrRoAV9fX+zZswdA+VyADh06QFVVFXp6epBKpTAwMMDLly/rVL+npye++OIL8Hg8rm5l2k1LSwunT5/GqVOnUFRUhFmzZqFv374K5X/99dfg8/kQiUTw9PTEqVOnAAC7d+/Gl19+CYlEAgDw9PREixYtFK6CeHh4wNDQEADg6OjI/cpfW931Peb1pUy71FdycjJ8fX0RFxeHtm3bcus3b96MoKAg6OrqAii/xWz//v14/fo11NXVMXr0aKxZs4bb/ueff0ZISEiDxsYwDMMwTMN4t5mmTIPQ09ODn58ffvzxRyxfvhzr169HcHAweDxerXmzs7NBRPD09OS2Lysrg6amplJ1v3z5kjuZezOehlIRU8eOHSulpaamcifgFQwNDRUmBmtoaAAoH7QIBAIAqNMtYjwer8q6lWm3WbNmQSgUYsqUKbhz5w58fHwQHR0NfX19bhuxWMz9raenh8ePH3P7ZmRkVGnf0tPTuWUdHR3ubz6fr3ALVU111/eY15cy7VJfQUFBKCoqgrGxscL6rKwszJ07F5GRkdw6HR0dpKenQ0tLC2PHjoWNjQ3S0tLw6NEjPH/+nLuVkWEYhmGYjwu7AtLIQkNDsXnzZty+fRtnz57FiBEjlMpnbGwMHo+HhIQEPHz4EA8fPsSTJ09w584dpfLr6uoiJydHYV1qamqd46+Nurp6pXVGRkbIzMxUWJeZmQlTU9P3Xrcy7aampoaIiAhcvnwZKSkpKCgowLRp0xTKefNqTFZWFjd4q+++1VR3fY95fSnTLvW1bds2jB8/HkOHDkVpaSm33tTUFJGRkdx+P3z4ENnZ2bC0tAQAmJmZoXfv3vj555+xfv16/Pvf/65xoj3DMAzDMI2HDUAamaOjI2xsbDB48GD861//goGBgVL51NTU4O3tjYULF0Iul4OIsHjxYvz0009K5e/UqRNevnzJ3Rq0Y8cOblLv++bi4oLCwkLs3LkTAPDo0SNs374dvr6+771uZdptxIgROHLkCIDyqxcSiaTSVamNGzcCKB98HDp0iLttbuDAgfjtt9+4ydf79+9Henq6UrfV1VZ3fY95fSnTLtra2rh37x4AoLi4WGGSujJMTEzw7bffgs/nY8aMGdz6wYMHY/Xq1Vx5x44dq3SLVWhoKNavX4/t27cjODi4zvvHMAzDMMyH8f8AlCqzX4/H95EAAAAASUVORK5CYII="}, 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