Introduction
This is a short tutorial for fun on how to customise your R profile,
which shows in the console every time you load R. You should end up with
a console that looks something like this:
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABHAAAAHKCAYAAABrH7xuAAAMZWlDQ1BJQ0MgUHJvZmlsZQAASImVlwdYU8kWgOeWVBJaIAJSQm+idAJICaFFEJAqiEpIAgklxoSgYkeXVXAtqIhiWdFVEUVXV0DWgojdRbH3xYLKyrq4ig2VNyEBXX3le/N9c+e/Z86cOefcuffOAKDTwZfJ8lBdAPKlBfL4iBDW+NQ0FqkTEAEGaAAAT75AIePExUVDBoPtP8vrawBRtZddVLa+7f+vRV8oUggAQNIhZwoVgnzIzQDgxQKZvAAAYiiUW08rkKlYDNlADh2EPEvF2WperuJMNW8d0EmM50JuBIBM4/Pl2QBot0I5q1CQDe1oP4LsKhVKpADoGEAOFIj5QsiJkEfk509R8TzIDlBfBnkHZHbmFzaz/2E/c8g+n589xOq4Bgo5VKKQ5fFn/J+p+d8lP085OIcdrDSxPDJeFT/M4Y3cKVEqhs8Q6ZZmxsSqcg35rUSozjsAKFWsjExS66OmAgUX5g8wIbsK+aFRkE0hh0vzYqI18swsSTgPMlwt6HRJAS9RM3aRSBGWoLG5Xj4lPnaQs+RcjmZsHV8+MK9Kv1WZm8TR2L8hFvEG7b8qEiemQKYCgFELJckxkLUhGyhyE6LUOphVkZgbM6gjV8ar/LeBzBZJI0LU9rH0LHl4vEZflq8YjBcrEUt4MRquLBAnRqrzg+0U8Af8N4JcL5JykgbtiBTjowdjEYpCw9SxY20iaZImXuyerCAkXjO2R5YXp9HHyaK8CJXcCrKJojBBMxYfXQAXp9o+Hi0riEtU+4ln5PDHxKn9wQtBNOCCUMACSlgzwRSQAyRt3Q3d8E7dEw74QA6ygQi4aCSDI1IGeqTwmgCKwJ+QREAxNC5koFcECqH845BUfXUBWQO9hQMjcsFjyPkgCuTBe+XAKOnQbMngEZRIvpldAH3Ng1XV962MAyXRGoly0C5LZ1CTGEYMJUYSw4mOuAkeiPvj0fAaDKs7zsZ9B739rE94TGgnPCBcJXQQbk6WFMu/8mUs6ID2wzURZ34ZMW4HbXrhIXgAtA4t40zcBLjgnnAeDh4EZ/aCUq7Gb1XsrH8T51AEX+Rco0dxpaCUYZRgisPXI7WdtL2GrKgy+mV+1L5mDmWVO9Tz9fzcL/IshG3U15rYImw/dgo7hp3BDmENgIUdxRqx89hhFQ+toUcDa2hwtvgBf3KhHck38/E1c6oyqXCtde1y/aDpAwWi6QWqF4w7RTZDLskWF7A48C8gYvGkgpEjWO6u7m4AqP4p6s/US+bAvwJhnv0sK84AIMCiv7//0GdZNPyuHRgOX/O/PsscGADQTwJwuliglBeqZbjqQoBfAx34RhkDc2ANHGBE7sAb+INgEAbGgFiQCFLBJJhnMVzPcjANzALzQQkoA8vBarAObAJbwA6wG+wDDeAQOAZOgnPgIrgKbsP10wmegR7wGvQhCEJC6AgDMUYsEFvEGXFH2EggEoZEI/FIKpKBZCNSRInMQhYgZUg5sg7ZjNQgPyMHkWPIGaQduYncR7qQv5H3KIbSUAPUDLVDR6FslINGoYnoRDQbnYoWoQvRpWglWo3uQuvRY+g59CragT5DezGAaWFMzBJzwdgYF4vF0rAsTI7NwUqxCqwaq8Oa4JO+jHVg3dg7nIgzcBbuAtdwJJ6EC/Cp+Bx8Cb4O34HX4634Zfw+3oN/ItAJpgRngh+BRxhPyCZMI5QQKgjbCAcIJ+Db1El4TSQSmUR7og98G1OJOcSZxCXEDcQ9xGZiO/EhsZdEIhmTnEkBpFgSn1RAKiGtJe0iHSVdInWS3pK1yBZkd3I4OY0sJReTK8g7yUfIl8hPyH0UXYotxY8SSxFSZlCWUbZSmigXKJ2UPqoe1Z4aQE2k5lDnUyupddQT1DvUl1paWlZavlrjtCRa87QqtfZqnda6r/WOpk9zonFp6TQlbSltO62ZdpP2kk6n29GD6Wn0AvpSeg39OP0e/a02Q3ukNk9bqD1Xu0q7XvuS9nMdio6tDkdnkk6RToXOfp0LOt26FF07Xa4uX3eObpXuQd3rur16DD03vVi9fL0lejv1zug91Sfp2+mH6Qv1F+pv0T+u/5CBMawZXIaAsYCxlXGC0WlANLA34BnkGJQZ7DZoM+gx1Df0NEw2nG5YZXjYsIOJMe2YPGYecxlzH/Ma8/0ws2GcYaJhi4fVDbs07I3RcKNgI5FRqdEeo6tG741ZxmHGucYrjBuM75rgJk4m40ymmWw0OWHSPdxguP9wwfDS4fuG3zJFTZ1M401nmm4xPW/aa2ZuFmEmM1trdtys25xpHmyeY77K/Ih5lwXDItBCYrHK4qjFHyxDFoeVx6pktbJ6LE0tIy2Vlpst2yz7rOytkqyKrfZY3bWmWrOts6xXWbdY99hY2Iy1mWVTa3PLlmLLthXbrrE9ZfvGzt4uxe57uwa7p/ZG9jz7Ivta+zsOdIcgh6kO1Q5XHImObMdcxw2OF51QJy8nsVOV0wVn1NnbWeK8wbl9BGGE7wjpiOoR111oLhyXQpdal/sjmSOjRxaPbBj5fJTNqLRRK0adGvXJ1cs1z3Wr6203fbcxbsVuTW5/uzu5C9yr3K940D3CPeZ6NHq88HT2FHlu9LzhxfAa6/W9V4vXR28fb7l3nXeXj41Phs96n+tsA3Ycewn7tC/BN8R3ru8h33d+3n4Ffvv8/vJ38c/13+n/dLT9aNHoraMfBlgF8AM2B3QEsgIzAn8M7AiyDOIHVQc9CLYOFgZvC37CceTkcHZxnoe4hshDDoS84fpxZ3ObQ7HQiNDS0LYw/bCksHVh98KtwrPDa8N7IrwiZkY0RxIioyJXRF7nmfEEvBpezxifMbPHtEbRohKi1kU9iHaKlkc3jUXHjhm7cuydGNsYaUxDLIjlxa6MvRtnHzc17tdxxHFx46rGPY53i58VfyqBkTA5YWfC68SQxGWJt5MckpRJLck6yenJNclvUkJTylM6xo8aP3v8uVSTVElqYxopLTltW1rvhLAJqyd0pnull6Rfm2g/cfrEM5NMJuVNOjxZZzJ/8v4MQkZKxs6MD/xYfjW/N5OXuT6zR8AVrBE8EwYLVwm7RAGictGTrICs8qyn2QHZK7O7xEHiCnG3hCtZJ3mRE5mzKedNbmzu9tz+vJS8Pfnk/Iz8g1J9aa60dYr5lOlT2mXOshJZx1S/qaun9sij5NsUiGKiorHAAG7ezysdlN8p7xcGFlYVvp2WPG3/dL3p0unnZzjNWDzjSVF40U8z8ZmCmS2zLGfNn3V/Nmf25jnInMw5LXOt5y6c2zkvYt6O+dT5ufN/K3YtLi9+tSBlQdNCs4XzFj78LuK72hLtEnnJ9e/9v9+0CF8kWdS22GPx2sWfSoWlZ8tcyyrKPiwRLDn7g9sPlT/0L81a2rbMe9nG5cTl0uXXVgSt2FGuV15U/nDl2JX1q1irSle9Wj159ZkKz4pNa6hrlGs6KqMrG9farF2+9sM68bqrVSFVe9abrl+8/s0G4YZLG4M31m0y21S26f2Pkh9vbI7YXF9tV12xhbilcMvjrclbT/3E/qlmm8m2sm0ft0u3d+yI39Fa41NTs9N057JatFZZ27UrfdfF3aG7G+tc6jbvYe4p2wv2Kvf+8XPGz9f2Re1r2c/eX/eL7S/rDzAOlNYj9TPqexrEDR2NqY3tB8ccbGnybzrw68hftx+yPFR12PDwsiPUIwuP9B8tOtrbLGvuPpZ97GHL5Jbbx8cfv9I6rrXtRNSJ0yfDTx4/xTl19HTA6UNn/M4cPMs+23DO+1z9ea/zB37z+u1Am3db/QWfC40XfS82tY9uP3Ip6NKxy6GXT17hXTl3NeZq+7Wkazeup1/vuCG88fRm3s0Xtwpv9d2ed4dwp/Su7t2Ke6b3qn93/H1Ph3fH4fuh988/SHhw+6Hg4bNHikcfOhc+pj+ueGLxpOap+9NDXeFdF/+Y8EfnM9mzvu6SP/X+XP/c4fkvfwX/db5nfE/nC/mL/r+XvDR+uf2V56uW3rjee6/zX/e9KX1r/HbHO/a7U+9T3j/pm/aB9KHyo+PHpk9Rn+705/f3y/hy/sBWAIMVzcoC4O/tcJ+QCgDjItw/TFCf+QYKoj6nDhD4T6w+Fw4UbwDqYKParnObAdgLqx2sdHiv2qonBgPUw2Ooaooiy8NdbYsGTzyEt/39L80AIDUB8FHe39+3ob//IzyjYjcBaJ6qPmuqChGeDX4MVNFVI+E88FVRn0O/iPHrFqg88ARft/8CBQKHu57mDTsAAACKZVhJZk1NACoAAAAIAAQBGgAFAAAAAQAAAD4BGwAFAAAAAQAAAEYBKAADAAAAAQACAACHaQAEAAAAAQAAAE4AAAAAAAAAkAAAAAEAAACQAAAAAQADkoYABwAAABIAAAB4oAIABAAAAAEAAARwoAMABAAAAAEAAAHKAAAAAEFTQ0lJAAAAU2NyZWVuc2hvdLP8hS0AAAAJcEhZcwAAFiUAABYlAUlSJPAAAAHXaVRYdFhNTDpjb20uYWRvYmUueG1wAAAAAAA8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIiB4OnhtcHRrPSJYTVAgQ29yZSA1LjQuMCI+CiAgIDxyZGY6UkRGIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+CiAgICAgIDxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSIiCiAgICAgICAgICAgIHhtbG5zOmV4aWY9Imh0dHA6Ly9ucy5hZG9iZS5jb20vZXhpZi8xLjAvIj4KICAgICAgICAgPGV4aWY6UGl4ZWxYRGltZW5zaW9uPjExMzY8L2V4aWY6UGl4ZWxYRGltZW5zaW9uPgogICAgICAgICA8ZXhpZjpVc2VyQ29tbWVudD5TY3JlZW5zaG90PC9leGlmOlVzZXJDb21tZW50PgogICAgICAgICA8ZXhpZjpQaXhlbFlEaW1lbnNpb24+NDU4PC9leGlmOlBpeGVsWURpbWVuc2lvbj4KICAgICAgPC9yZGY6RGVzY3JpcHRpb24+CiAgIDwvcmRmOlJERj4KPC94OnhtcG1ldGE+Cg0HYqwAAAAcaURPVAAAAAIAAAAAAAAA5QAAACgAAADlAAAA5QAAfVUXz+m0AABAAElEQVR4AeydCbxN1RfHl3keMiRlDlGU5kGpNCKaNIeizIoyJUpJGZpDUhlSSEhkShmazKTIPCSkv6FSxnD/67e1j/OOe98d33v3vvvbH9659wz77P3d5+x79u+stXaW/QcO+YSJBEiABEiABEiABEiABEiABEiABEiABEggbglkoYATt23DgpEACZAACZAACZAACZAACZAACZAACZCAIUABhxcCCZAACZAACZAACZAACZAACZAACZAACcQ5AQo4cd5ALB4JkAAJkAAJkAAJkAAJkAAJkAAJkAAJUMDhNUACJEACJEACJEACJEACJEACJEACJEACcU6AAk6cNxCLRwIkQAIkQAIkQAIkQAIkQAIkQAIkQAIUcHgNkAAJkAAJkAAJkAAJkAAJkAAJkAAJkECcE6CAE+cNxOKRAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAUcXgMkQAIkQAIkQAIkQAIkQAIkQAIkQAIkEOcEKODEeQOxeCRAAiRAAiRAAiRAAiRAAiRAAiRAAiSQ5ee1633EQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkEL8EKODEb9uwZCRAAiRAAiRAAiRAAiRAAiRAAiRAAiRgCGT55+AhWuAk8cVw5MgR2bdvn/z1115DIXfOnGZ58PBhs8yXJ4/kzpVTsmXLlsSUWPVEIXD06FE5eOiw7DtwwBSZ13OitFxk5fTX3nly544sMx5FAiRAAiRAAiRAAiRAAnFOgAJOnDdQehUPAs5ff/2V4nT58uYRCDhMJJBoBCDg7Nt/XMSxZef1bElkvqW7vQvkzSvZs2fPfJVkjUiABEiABEiABEiABJKeAAWcpL8ETgCAgGMtcSDcYMDLRAKJSgACjrXE4fWcqK0Yerlte+fMkYPCc+jYuCcJkAAJkAAJkAAJkEACEaCAk0CNldZFhTvV9u2/mdMULVyIblNpDZz5pykBuNfs/vO4VRmv5zRFHReZ2/bOmiWLFCpQIC7KxEKQAAmQAAmQAAmQAAmQQCwJUMCJJc1MkNeWLb+aWpxatEgmqA2rkOwE/rd7D6/nJLoIbHufUrBgEtWaVSUBEiABEiABEiABEkgWAhRwkqWlQ6wnBZwQQXG3hCBgB/QUJBOiuaIupG1vCjhRo2QGJEACJEACJEACJEACcUiAAk4cNkpGFokCTkbS57ljTcAO6CngxJpsfOZn25sCTny2D0tFAiRAAiRAAiRAAiQQHQEKONHxy3RHU8DJdE2a1BWyA3oKOMlxGdj2poCTHO3NWpIACZAACZAACZBAshGggJNsLR6kvhRwggDi5oQiYAf0FHASqtkiLqxtbwo4ESPkgSRAAiRAAiRAAiRAAnFMgAJOHDdORhSNAk5GUOc504qAHdBTwEkrwvGVr21vCjjx1S4sDQmQAAmQAAmQAAmQQGwIUMCJDcdMkwsFnEzTlKyIErADego4yXE52PamgJMc7c1akgAJkAAJkAAJkECyEaCAk2wtHqS+FHCCAOLmhCJgB/QUcBKq2SIurG1vCjgRI+SBJEACJEACJEACJEACcUyAAk4cN05GFI0CTkZQ5znTioAd0FPASSvC8ZWvbW8KOPHVLiwNCZAACZAACZAACZBAbAhQwIkNx7By+ejDkfLFjBnmmHx588mgd94J6/i03JkCTtrR/euvv+TIkSPmBLly5ZL8+fOn3cnCyPm553rK1l9/NUecf/4F0rpNmzCOju9d7YA+EQWcMWNGy1dffmkA582bV9548634hh0HpbPtTQEnDhqDRSABEiABEiABEiABEog5gZgKONu3b5epn0+WtWvXyvp162Sd/s+SJYuUKVNGSpfW/2VK6/8yctFFF0vVs8+OeWUSJcPOHZ+UQQMGmOIWPuUU2frbjrgpeiwFnG3btsno0aMirlvuXLmlbbt2ER8fbwdec3UtWbFihSlWvXq3yIgPPoiLIsZruWIBxw7o00LA2bFjh3yoYqxN115bWy688EL7Nerl0926yTvvDDb5FC5cWNZv2Bh1npk9A9veFHAye0uzfiRAAiRAAiRAAiSQnARiIuDAquDtgQPlhV7Py75//glKstkjj8ob/wkYQXfOhDski4Azf948ueWWehG3YKFChWTDxk0RHx9vB8arUBKv5YpF+9kBfVoIOMuWLZMbrr/OKeYLvXtLy5atnO/RfqCAEz5B294UcMJnxyNIgARIgARIgARIgATin0DUAs6uXTul3s03y8r/LAtQZbiHnHvueVKtenU5tcSpsn3bdtm8ebMsXrRQDhw4IBRwksMCZ8mSJfLA/ff7vQtw3diUU6+XggUK2q/OsmDBgrJw0SLne6J/aNK4sVqlrTXVuPrqa+SlPn3iokoUcCJrBgo4kXFLy6Mo4KQlXeZNAiRAAiRAAiRAAiSQ0QSiFnAeefhhGeNykzn3vPNk+AcjpfJZZ51Ut4MHD8o3X38t//77r9StF7llxkkZJ9iKZLHASa1ZSp5WwlwH2Kd+/foybPiI1HbntjQkQAEnMrgUcCLjlpZHUcBJS7rMmwRIgARIgARIgARIIKMJRCXgzJ41S+rXrePUofq558qcb741FjjOygg+IHbK1l+3SNly5eW0006LIIfjh/zz99+yavUqqVSxkiDWTLC0b98+2bZ1q8A6pESJ06RU6dIh1yWcMocr4KA8GzZskPLlK8ipp54arBpRbY9lDJzUChKtgLN71y7ZuGmTlCtXTooXL57aqQJu+1uvj9WrV8vFF18ccB+7Yf/+/bJh/Xo5+5xzJFu2bHa1s8T2n3/+WcqWLRtxeZzM/HxYs2aNOW/58uX9nt99yJ9//imIz/LHnj1StFgxOeOMMyRfvnzuXVJ8jqWA88cfe0zep5xSJMU5vF9C3c97XLjf7YA+XlyoECdsq/YxuE5KlCiRanVSc6HauXOn/PbbdqlSparkzJkz1XywEdcn+ijcN7CKLFWqlB6XK+hxwXYItR1D3S/Y+YJtt+1NF6pgpLidBEiABEiABEiABEggEQlEJeBcfWVNWbJ4sVPv8RM/k5vUnSqShIENhA3MuvL33r1OFoU0eGedOnXlpX79/A6Mu3XtIoMHDTL7I9Dnxi2/yoIF8+XZ7j1kwfx5jpXHoy1aSh/NA+5d3rTip5/kpRd7y+TPPpNjx445mxGAGYLJmHHjdJB/ibPefoi0zKEIOEePHpVXX35Z6zZQfv/9d3tKw6Bb9+6C+qRFimcBB0zefPMNeXfIEPnf//7nVL9YseLSuXNnadqsmbPOfpg+fZo0VSsxm778apYcPnxIevToIYsWLpSsKsZs3/6b2ezdF/F3Vq1aJc/17CmL1P3v8OHDgmsM1+Nrr78u2bNnN9t7dH9avtd4P4cPHTL53HHnnVrOtyR37tz2tGZ5/XXXqciz0nyuU6eOvD90mLN9r17zVc6q7Hx/vlcvefjhpnruZ+XTTz/VwfrxMiIg+NuD35FLL73U2RcfIEb169tHvtT7B8HD3Slr1qxSTy3entZ7omLFiu5N5nOsBJw9KhjhP1KRIkXMf/PF8yfU/TyHRfTVDugzUsBB2z3d7SmZPXu2aSdbEcR4uvGmm6SXtjWuYW/yJ+CM177orQFvGZdVn89nxJvbb79DXnn11ZOuN+S3cuVKebl/P5kyZcpJfRuEz5EffhRx4OVQ2zHU/bz1j+S7bW8KOJHQ4zEkQAIkQAIkQAIkQALxTiBiAQdCx6lFThG4RSHBZWrp8h8jqi+Ek+aPPpJCuIHQcui/ATEyLVKkqAwdMUKuv+GGFOfwiiGTp0yVenVulr06ZbM3PdPzOenctWuK1et0xqxrdXagP//4w1nvPffn06bLNdde62zHh1iW2TsL1V9qQXHHrbcaIcqeFGKAZY11bXR2pr79X7abY7aMVwEHU3Dfe8/dKqSciInjbScEkEUgWXeaOnWKNG7UyFk1ZszH8vjjjzmiGOLvWAHHu+8sHXA3VDHGihJOJvqhT9++gjg2DerfIrCG8KbuKhC1b98hxerUhBLU78wK5Z39UY+ffvxJPv54jLPOfihatKjGBlosEABs2rhxg1zisiTCFOW4f+CuaFNptSibPWeuEaHsOixTK5d7v9Q+w8Ji9+49RhzDfrDuKFq0iHgtcbz7ZcuWXctTyFi8pZZ/pNvsgD6jBJwpUz6XtjotOwQ2m3DNWbEP6yB2DX5niNSuXdvuYpZeAWfosGFy9113OVPRu3euUeN8mT5jhhEV7fr1ajF28003CiyybPKee4KKg7VqXW03h7z0tmO8tTcFnJCbkjuSAAmQAAmQAAmQAAkkEIGIBZzNmzdLtSpnOVWt36CBjB77ifM91A+wpDj/3OoC0QIJQtCHo0abacZ/0FleHrzvXvnll1/MNljDQCRyu0O5BRwM6PPlyy979/4ltdXaIU/evDJp4kTBm2okuGOt33w8L7NC/7Rt1UqGDxtqvhbUAfHU6TMErmDIY8niJcbC6Lbbb5ezqlSxhxjrj1iV2d804k+0f1yGDD4+fTBcLcaOn2Bcd6ZNnSr3q4iBWb/gxrNyzVrjCuEULAYf4lXA6aIWNu+//56pIaxQPvxolFStWlW+0EFrkyaNHSZLl/1gXIYsCq8oA6sDCC4QP+A6tXPnLvlKXQGRvPvCxWX37t1y3fXXm+0zpk83S/w5RV3y4LoCcQfbD6mQCQsLmy644AL5YuaX9qtZpiaUeAWckiVLGqsbuD/BSgPnhsWXTa+++po0btLEfhUIOO3atpVmzR6Rq2rVMpZa/+iMcJ+MHSudOnV09uurVmjYx51SK5d7v9Q+ewf02DdnjpxSTHnDagkJQsIuZX/438PmOyyqsmbNptYnRTOlgIPr7LJLLxG0LVKlSpVk6LDh6vZURX78cbk8/NBDsmXLFrMN1+W8+QscVljpFnAgvORRERdWX3Xr1hVR68BPJ0wQtLFNb+nMfvfddyJoeAftR0aOHGk2IyD4RBXKzzmnmvZtewXxe5YtW6rxpxpI5conLL9sXsGW8d7eFHCCtSC3kwAJkAAJkAAJkAAJJCKBiAWcmV98Ibc3qO/Uue1jj6mLUn/ne6gfHm3aVEaP+sjsDpelZWp1UFEHOjYtW7pUrrricvvVuA699sYbzne3gIOVEGFm6MAZIgxS4wcfkAnqdmDT77t2Sz61TrCpVs0rZKnOloRU88qrZIa6oARLsSyzV8D5WV0eLrv4Isfd4QN1cbijYUOnSPfe1VA+nzzZfO/UpYs8+9zzzrZYfIhHAQduTFfXusph8t77Q+W2225zqtvowQdl2rSp5nuHDk+oq1B3Z5tXlME11rdvP2mig2dvLBvvvogbM0lZn3deDZNfs6YPy2c6CLYJItDnavEFIQkJFkJwYULCgHzV6jXms/2TmlDiFXBwzP33PyBvvPmmjtWzyFq1FLvi8stsVtJarTqef76X8z21DxdfdJFs2rTR7PKQupO9/PIrKXZPrVwpdgzyxbrKwEXNpuzZczixXuAKeOTIcYsgK97AmiiaOFf2PIGWGWmB01rF4bFjPzZFQxvOX7BQzjzzTKeoy5f/INe5rG7gAtjP1Ye6BRwchFn9JqqbqhXEFqoLYF21NrTp7LPPlq81BplNcNn74Ydl5uvlV1whkyd/bjfFZBnP7U0BJyZNzExIgARIgARIgARIgATijEDEAs7YMWOk6UMnLAC6dusm3Z95NuzqlS9dynFBufKqWjJ95syT8qh52aWy/IcfzPoKOgD6ceXPzj5uAQcD8slTp0mtq692tr+psUoQJ8cmWOC4B4z3NLxTpnx+YmBzr77BfvqZZzRg8Al3FnusXcayzF4B5+2BA6XTk0+YU2HQt/33/0kBfXtuU+9ez8tL/7kJwa0L7l2xTPEo4AwZ8o50e+opU00w2bhpsxQoUMCpdl+djru/xvlAgjsI3EJs8ooyPdWNrq26n/lL3n1HqSUYrF9sevvttwXxbpBQjkmTJgsGxja9/HJ/6fPSS+YrxB3E0HGn1IQSr4BzrbbtaHX3gsUFEqzIypcr61hcwPoGVjihpPvUig2CKxLi8wwZ8m6Kw1IrV4odQ/hiLDNUJLVWNv4OOXr0mOFXvHixNLO8sefNSAGniloTIgA50hU1a5rrxZbLLq+99hp1lTvueoog5YtcMcXcAg5cKH/8acVJcYXgIrX4v2Ny5Mgh2zSeE2IeIT2o4vX0adPsqeSuu++Wrl26anD4cs66aD/Ea3tTwIm2ZXk8CZAACZAACZAACZBAPBKIWMBB8GIEMbbp7nvvlaFhTgWNh//S6ipiU7NHHpU31A3Amx5WF5lPPj7+Jhsizf/2/OEEI3YLOF4xBPkMVbebx9RawSavgDPv++/kZo2rA4sAmzA4h1tMu8fbO+4zdltal7m9WjK9p4IFEgbvF1+SMljtb9u3CdzXkKqo5cdidRmKZYpHAQcuQMOGHndzA5OL1KLEnRAk1rrZnaWD5u++n+ds9ooyc7/+Rt1IznG2uz949/116zbJkyePs8uYMaNNPBOsQDl2qLjmTnDxgqsXUrQCzosqBDVv3sKdvZxzdlUndk8gAQeuOR+p1RZcqsAFLmAQhxCAGSmtBRycA65ScI201jZYZ9OxYz5zr8FFLK1nVMM5M0rA+UNjalWqeMLaBhZfr7zyqsXgLJs3f1QmjB9vvqNv+1VnqLKzQ7kFHFjdrN9w3IrKOVg/tNd4Th9++KGzarlaMMLtDmn+/Plyq1pJevs2iIOtWrcRLGOR4rG9KeDEomWZBwmQAAmQAAmQAAmQQLwRiFjAwRTdp+kbdJsu1EH13G+/s19DWsKqBtY1NnVRK4sez/a0X50lLFJgmWLTTz+vkvIVKpiv0Qo4yGSOxi5pqUGUMb2vNyGWzhB12bFWO2ldZq9FkLc87u/+BCv39kg+x6OA47UkSK1e3oGuV5TJrAIOAhY3adzIceEKxCg9BBycG6LRtm0n30/79u031m3FdHrz9EgZJeDAqgbWNTY9+WRHeUqtFL0JlmWwMLNpscbdKvef9V8oAs4zz/SQQa6+ccHCRSnctL7+eq6JjYQpxL3pmmuukYGD3nZc3Lzbw/keb+1NASec1uO+JEACJEACJEACJEACiUIgYgEHFaxUvpwzvTEsEhYtXSaVwgiIuWfPbilz+ukOq0cebS6vv/WW891+eETjdowZPcp8jbUFjj0HLBQ+HPmBvKNuMitXrLCrzRJTiH81d65xTUjrMnft3EkGaNwTJFgCTZ3xheTVYMyBEoSzWKZ4FHDgtgT3JSQwQTDWvHnzBaz2+eef72xLFgGnWdMT8XkQfLlz5y5qvXWJcblp07qVzNXrFymjBRzEEy9VqlSKGbScxkqDDxkl4CA+TOVKFZ0a+Ys9hI2tWrU0gabxORILnDatWzszleHe2KaBrq0FD/JEQt82ZvRoee+9d3Ua+xPup9h24YUXyjQN3G7drrAukhRIwMmo9qaAE0kr8hgSIAESIAESIAESIIF4JxCVgNNFXVsGugSXm+vUkXGfTgyrzuV0MGfjRFyl8Uum/Rerw53J9WrqP3/e92ZVajFw/FmkBHOhcp/Hfv5MY6h0UNcEuIHYBHGqqgYJRUrLMmNGLMyMZRNi+lzrCnRq16fVMh4FHMykgxl1bBo/4VOdwvtEnCO73t8yGQQczERUoXw5J8izl096xsBBG6TmUoPtCGwM9ykbjBfr0ipllICD+px1VmXZvWuXqVrNmlfKZ5MmnVTNenXryIIFC8z61GLgeC3LbEa1tW+E2xwSrARXuOKD2X3cy8kalLuz9tuYIcumb7/73syMZb+Hu4zH9qaAE24rcn8SIAESIAESIAESIIFEIBCVgAM3qgvOOzfF9MatdSrj51/oLQi66S8hHsMqfQuMGVWQmj38kHysb4eR8AZ5+YqVApHGJsQ2wXTldipwb5ycWLhQ2XO5l2/pTFdPdTkezwTr5+jsLhfptNNIaVlmxLe5qMZ5clCnpUbCOb+cPccJZmtWpuGfeBRwcA1gBia4CSFhiu6pGrwZVl/BUjIION7ZiL786iupUeOEFVL9+rfIvO+PC6D169eXYZ5YVWkZxBgxbw4cOGCsyPT2dhKmGC9arKhOx17EWZcWHzJSwGnZsoWM++QTUy30bQsXLVL3seOun1iJKcQvvOB8p2/zxslxu1AhFhOCGGP6epsg3EDAsalRo0by2utv2K8Bl28PGiQ9epyYqQ3T3eOeiiR5gxjHS3tTwImkNXkMCZAACZAACZAACZBAvBOISsBB5SZNnCj333tPinqeVaWKQGg5W4PFnlmxonkLvUUH4YsWLZQxo0Zp/Joz5QsdZCLt2LHDiEB7NWYGEqxcxoz9xBy3ccMGMw34D8uOT4VbrFhxWaqDliJFipp98SdaAafOjTfKVTpF9S31G0hlDYAL4QnxIpo99JB8+83X5jxwYdq643d1Tchpvqd1mV/p31+edQ2waqhLUCd1iQHPHFqG7RpbZKFOSTxj+nS/FkumkBH+iUcBB1V5Q2cT66UzcNl07rnnSYcnnjBTeGP2nd/UdQSz8czUWczclg7JIODgej3v3OOCKPhgJq4eOpPa/v375C11x7NTm2Nb6dKlZZYKgm4hIFYCjndaacw2dezYMRNUF23knkYcZYGrT5EiRU6aWQnbYpXSUsBZunSp3HjD9U5R+/brJ82aPeJ8R30v1xhfe/fuNeuqaL/4gVqTVdD+D9O6N2vazLGeKaoxgebNm5+ChVvAQQaIjdO3bz+5/PLLZdWqVfLoI82MCIRt4ItpysuWLYuvJt3aoIHU1Nmv6tata1xbc+XKZcR2CEvff3c8XhmEIcyWZvs2e2woy3hubwo4obQg9yEBEiABEiABEiABEkg0AlELOKjwpzqLCgINQ9gIJV2h7gRWwLHHt2zRXPapK4hN+XWaaFj42FRQp2V+f9hwqaODEXeKVsCpUKa04yqFt+Q4z186i45NWDdsxAfSUKfgdSfUOa3KfOTIEcEU7RPGjXOf0u/nfw4et0rxuzGClfEq4IAJeE9UwTBY2rV7j7NLMgg4qOzddzWUWbNmOfW2HzAwx6xby/4TQbEesVaW/bBcTv8v/lQsBBxjiaHcDx8+fj3C0i5LlqzGVcrONgVXm13quuOeYjxbtuzqSlUozaYTT0sBBwGC77j9dovaiDN169ZzvuPDZ599Jo+1ayv79u1z1ufPn9+ZDh4rCxYsKIMHv5Niynqsdws4EJHRF7nzwT5IWN+jxzPy2OMn3AyxvqpaLlpXKdO36XkQq8YmrMOU8rffcYddFfIy3tubAk7ITckdSYAESIAESIAESIAEEohATAQc1BcWNM907y7jxn0if+oUuv4SBiGYnvv+Bx6U+rfemmIXuBM8oXFnMCOUdR/CDvny5ZM69epJn379nZmg3AdGK+C0b9dOlixZLOvWrUshGOEcl156mXTr0eOkqcTt+dOqzDb/6dOmKdOnZc3q1SmmAoa4VVmDRVeufJa8N2yY3T0my3gVcGzlZmqMpOeff07Wrl2bkokOiitWrKSWBpU04PFgu7ski4CDgXq7tm1SWNvASuktjVEFKzhMJ71kyRKHi3u2olgLOBBvsmbNJsXURapEidOcc+KDe+Cf2n4pDoriS1oKOB+MGCFPPNHBKd0s7bvA3Jt+/fVXDSrdSb7WQNLWDRD7oD+86eab5QV1OUXgaW9yCziPt28vjR5sJG3atHZi5mB/xL3p/eJLcqunP8W2jh2flGUau2vDhvUpBCNsu1hdMzt36RrxVOKhtmOo+6FMsUi2vSngxIIm8yABEiABEiABEiABEog3AjETcNwVw2ByzepVsn79emOaf+qpJaR48eIC16pAsXHs8XC52LRxozH1h8sAZqzBm+L0SHB5WL9urZYxj7p5lU/hqpXa+dO6zBj0bVCWmAHrTBUpSpYsmVpxotqWXgJOVIXUg2HpsWHDRvlDZ/tBzCQ7zXu0+Sb68Vu3bhW4K1bWALpwOXQnCAlwt6pUqZIULXrCDdG9TzSf4VKDex/WUsg/UJuEul80ZbHH2gH9qUWji7UDwXDZsqVSrVp1dYGqIDNmzJAXe/eWjRs3mFOB9Q/Ll6fav6Gf2Lx5k5m5r2zZcsa1LJK+DZZMq9WFqoy6S1krKlvfQEsEZEcfkltdpuBmBde1aFOo7RjqftGWB8fb9qaAEwuazIMESIAESIAESIAESCDeCKSJgBNvlWR5QieQKAJO6DXinulJ4Pffj7tRei1vvGUIdT/vceF+twP6aAWcKVM+lyaNGwc8fe8XX5QWLVoG3J5ZN4TajqHuFy0n294UcKIlyeNJgARIgARIgARIgATikQAFnHhslQwsEwWcDITPU8ecgB3QRyvgTJs2VV2YHjypfAgC3KlTZ2ndpk1Is6KdlAFXxJSAbW8KODHFysxIgARIgARIgARIgATihAAFnDhpiHgpBgWceGkJliMWBOyAPloBBy5769atl19+2Sy/bP7FxK+Bi2c1DRCNGaSY4oOAbW8KOPHRHiwFCZAACZAACZAACZBAbAlQwIktz4TPjQJOwjchK+AiYAf00Qo4riz5MY4J2PamgBPHjcSikQAJkAAJkAAJkAAJREyAAk7E6DLngRRwMme7Jmut7ICeAk5yXAG2vSngJEd7s5YkQAIkQAIkQAIkkGwEKOAkW4sHqS8FnCCAuDmhCNgBPQWchGq2iAtr25sCTsQIeSAJkAAJkAAJkAAJkEAcE6CAE8eNkxFFo4CTEdR5zrQiYAf0FHDSinB85WvbmwJOfLULS0MCJEACJEACJEACJBAbAhRwYsMx0+RCASfTNCUrogTsgJ4CTnJcDra9KeAkR3uzliRAAiRAAiRAAiSQbAQo4CRbiwepLwWcIIC4OaEI2AE9BZyEaraIC2vbmwJOxAh5IAmQAAmQAAmQAAmQQBwToIATx42TEUWjgJMR1HnOtCJgB/QUcNKKcHzla9ubAk58tQtLQwIkQAIkQAIkQAIkEBsCFHBiwzHT5EIBJ9M0JSuiBOyAngJOclwOtr0p4CRHe7OWJEACJEACJEACJJBsBCjgJFuLB6kvBZwggLg5oQjYAT0FnIRqtogLa9ubAk7ECHkgCZAACZAACZAACZBAHBOggBPHjZMRRaOAkxHUec60ImAH9BRw0opwfOVr25sCTny1C0tDAiRAAiRAAiRAAiQQGwIUcGLDMdPkQgEn0zQlK6IE7ICeAk5yXA62vSngJEd7s5YkQAIkQAIkQAIkkGwEKOAkW4sHqS8FnCCAuDmhCNgBPQWchGq2iAtr25sCTsQIeSAJkAAJkAAJkAAJkEAcE6CAE8eNkxFFswJORpyb5yQBEiABEiABEiABEiABEiABEiABEvBPgAKOfy5Ju5YCTtI2PStOAiRAAiRAAiRAAiRAAiRAAiQQxwQo4MRx47BoJEACJEACJEACJEACJEACJEACJEACJAACFHB4HZAACZAACZAACZAACZAACZAACZAACZBAnBOggBPnDcTikQAJkAAJkAAJkAAJkAAJkAAJkAAJkAAFHF4DJEACJEACJEACJEACJEACJEACJEACJBDnBCjgxHkDsXgkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAGH1wAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJxDkBCjhx3kAsHgmQAAmQAAmQAAmQAAmQAAmQAAmQAAlQwOE1QAIkQAIkQAIkQAIkQAIkQAIkQAIkQAJxToACTpw3EItHAiRAAiRAAiRAAiRAAiRAAiRAAiRAAhRweA2QAAmQAAmQAAmQAAmQAAmQAAmQAAmQQJwToIAT5w3E4pEACZAACZAACZAACZAACZAACZAACZAABRxeAyRAAiRAAiRAAiRAAiRAAiRAAiRAAiQQ5wQo4MR5A7F4JEACJEACJEACJBARAZ9P/tr7j+TOk0ty5cwZURY8iARIgARIgARIIH4IUMCJn7ZgSUggLAJbt++QXv0HmGOefaqDnFq8mGTNIpJVfGHlk9l23v7b7/Jcv7dMtZ7p2l5KnFo87rnM/na+jBn/uRQsmF9e6vmUKXu2LD7R5kzz5NMB3vBR4+XTz7+QTVt+lVMKF5JyZcvIYy2bSo3qVeOeXZoD4gkyNYHM3o/u3LlHtmz9TQoXKiAlTysuefPmydTtycqRAAmQAAmQQGYnkHACzjYdtH48cYrUqFZVrq5V0wxw/A1Y9x84IJOmfiUrVq+VFavWytZtO+TMCmXlnKpnybl6bL0brpFs2bLGzWB3weIf5LuFS8z15h62ZcuWTQoWyK8PXwWl+jlV5MxyZbTO7j0iu0SXr1glX339veTLm1ceeeh+k0m2JBj42+sHFb7r9vpyeskS5hpIj4FyZC0V+KiVq9fJdbc+aHaYPW2cnFm+rGTXQb+/+yFwLum/5eDBQzJ42Cj5fuFS2bj5uGBwZoVyUunM4//r3VQ74H0dSmlXr9sg19xy/JpOFC5DP/xEuvV6WU4tVlQWfzvdVDNHlmPpIuB07dlPho8eb85ZrGgROXbsmOz54095s38vua3+zeZ6wnXlL7nvp9R6pYsvOE9qXnZRVO3q7/zJuC5e+277G1bvxtpSsWKFgG29a/cf8vkXs2Tt+k3m/4bNWyRXrlxGODyj5Glyztn6G63/r7z8IsmRPXua92fp2Y+GyiiW1/Wy5aukYP68xgonf/58csbpJSRfPoo4sWTMvEiABEiABEggPQkknIDz1pAR0vuVQTKgf09pUL+e38HFjytXS8sO3WXjL786LHPkyCH//vuv8/2yiy+QN3SAcvppp+qgN30GSs7J/Xx4ZeD70v/NIX62pFx1xuklpZ2+Gb+3YQPJoeYWeEsfScrIAWMk5Y3VMfMXLZPbHmxpshv/0bty8YU1DMNEFK/Sc+ARK/64J+96qK1g4I+UXQXKoyoYwAoEKWvWrLL55wXmc069LyNJFHBCp7Z5y1apefNdcvToMRn4Sm+pe/P1kjNbFvl9xw7Jqe4WxYqeYmTdQAKn+35K7aytmz8kXZ9oI7jPIu2zUss/mbbFa999X7PHBZZki+ZMlhKnneZXTIaVF4TKP/78y2kyXGeHDx92vtsP82ZNUrGhpKS1kJme/WgojGz9Y7E8dswn8xYsk2pVK8mhQ4dk+46d6kqVW0qdUULy58sbi1MwDxIgARIgARIggXQmkHACToP7msuS5T/J8u9mSMHChU96SBw1bpJ0ebav/HvkiL7RLy9PPt5Szqt+tpQpeaps3LRZFi39UV54eaB5w1yoYEF5d2B/gZiDQUVGDuKtgJMlSxZ5rU9PcxkcUcHpgFoS7dqzx1gRzflmnhloYWPdm66Tt17uJTlVmIpEgJoweYa89vZQKXJKYRn34bvmfJHkYw5MoD/uAScFnPRtOAiode9uJj/9vEYq6xv6Vo80lhtqXyV5c+WUdes3yPSvvpbJ02fJ3KljBZIqBm6RJAo4oVObNO1Lad7+aSlUsID8tHCWOTCcAbP7foKwDCswYyHoUXyqVDpTqqlVRSysB0OvXebcMx777n37D0jVS2+USmrlOn3iKCP6eQXYlk90l4lTZppGgZUNrpfqahFbrnRJ2b9/v/y6dbssXvaTfDn3O/lm3iKZPeVjOf300zONgBMKo1hesbCkg4CzcPGPan1cTooXLSy7d+9REed/klMtnkqfcZrkV8scJhIgARIgARIggcQikFACDsz6q11RRy4+v7qM++i9kx4SEfviCn2bDBeNa666XAa99pIUUJNhrzCxRR8UH2zxhDHfLlumlMyaMlZgoRPOwCXWzWwFHLh1bVp53ALBWx483D7e9XmByTkSBsBPdWxnTNUjHezGuh7xnp97wEkBJ31ba+HS5QIBFum7Lz+T0qXSZnBGASf0dh303ofyfP+3pJz2g19/8ak50NvvpJabv/spnONTy5vbEofA1JlzpGnbLtKhdVPp8Firk36TIDq17viMqdA9dzaQF57pInly4eWDfwtSWORkVes8WOildUovC5xgjCKpJywXDx/+Vw7pfwjkR48eNS95YFGHbUf0Rda27b9LZRVQ4T6VO2d2+UOfoxD3J4daPpVR8YyWOJGQ5zEkQAIkQAIkkHEEEkrAGTtxqjzW5Tnp3qmtNG/W5CT3KTwg4kERcV3mzZ5s4sYEigmydPlKtQZoashDBIEYgtghgR4obRMdOnRY1EjGuBfYdcGWf+392whJcA8JlEIRcHAsxKkb72xixKdcarkwd/oEE8clUD3t+VDuw/qAB0ErPVIodU6PcnjP4W/AGYn1FWIsYXAB8/9IExjB8iHUdPwB/Zjkzp3LHBLuwCMWZf5n337Jqyb4qV3LgeozfNQ46fpcf413kVNWLJxtlt639IGO9a4/cOCgcb3yN/hITcCJpPzRcAv12Fi6xWDghmsLcbOCpdcGDZW+b7wjFcqWljkzJpjdwxFg/N1P4Rxvy3dEB55///2PiYNi16W2DKeOgfKJpC+HZSf64Gj6UVy7efQeCpRi3Xemdq94y4C6HVRXm1CuHfex7bv1MkG4p3wyTKpXr5bCohX3QM2b7pLfft9prGJnTh4j2fS3ENdJNCnUe8t7jmj7Ubh/IdB3uCk1RuHm9e+/x69DtO3x3/YjRrzBfQHjN9xPWbNkNa5p2fXl1BlqbZMj+/HfKog4f+3dK7/8us28uCpX9gyNiUNLnHDbgPuTAAmQAAmQQEYRSCgB55HHnpLPZ8ySOepiUaFCeSO22ICta9ZtlKtvuc9wbP7wg9K9y+MnvQX0Qr774Xby9fcLzcP40u++MANKO/iApcCf+pDzRJtHpV6dG+STCZPksykzZL4GGz565KhcpEE5+/R62gQVhgBgy2HPgYfwZ/u8rvkvElgGQVSqce45+uaxs1RUc2bvMaEKOMh/xqxvpEmrjuZUD9xzh7z03FNOXRFjwLpGfTJyiMDtasRHH8t3C5bIdVfXlLdf72Msl6ZMmZ5iP2Q288tZ0uf1wSZo8rgP3zNBnr3WS9gPQU+/X7RUWjz8gNx956167uPCV7h1Rl7pnfwNOEMVcDAAeUFnfVqyfIV5+M2qMYjKlysrV1x6oXTt0Ea55TPt6vYe8bbHtt92yKAhw2TutwtMHhgIID7IoxpIOrvm509AHD95umCA/9PPa+WYPpifVflMebjRvVL97Cpy022pB+uNpMybftkqTVofv76GD35dZ3EqJgMGD5VZGvQa7k+YirZ+3RukZ7cnzb3j7xrx165wn4AbBdLrfZ+TO26tm+Ie9neMex2CkSNO1M9r1ps3yBiswA2yVKmS8kzXDnLFJRea/NasW58iiHHpM0rKwDDLHwk3W9ZIjo2FgDN6/GQZ9ckkWbV2vUCowrVVpXJFadH0Qbnumit1QHfCTRQBpLs+18+4kiKoLCwQy5UtZasgk8cON32Wt59ydvjvg7/7yfah3n2933fv+UNeem2wwDILwaxhLZAnd24dbJaUB+6+XR5pcp/Tt9hjU6vj9f/V0dsXR9uXY4D88oD35Ct17Vm38Rdj6YBgu9WrVZEuT7SVSuo2BraBztu+TXOpX+d6GfrBKJmqv19LflghxYsXlRuvu1qe7vSY5FNB9ui/h8w5Zs7+Vttvg/ktuqNBXXlGZ5croLMGufsFb58CNt57MJR7xV4PqB+CikNgxbWLBJH49NNKyIBXe5t+xpu/2em/P3DVOffKukYwWPLNVPGpcOC+BoaMGCPPvPia2XuAxllqUO/GsO5797mC3VuF/uuD3cfYz9H0o3i+eK7vm6bvx+8cgn1frVa+vbp3MgGCcZ+4+317TrsMxsjuF2ypXZ5AuPrzz73qdnbQCDR4iQAhG6JgXr1/8uU9Lg5a26aDap1z5MgxFbx9xioHbtoQcQ7s3ydr1m+WXNrWFcqV4uxUweBzOwmQAAmQAAnECYGEEXDw1gw+9nhw+vaLCU6MDPvQ9Mln06Rd554G69QJIzXeQpUUbwH98ca0vXgrhvTFpNFmsGMH8zgX3rT1ea6r/L5zt7w24HicGHfARQRYnD31E/Ow635gXbdhs3HRwhsuiDUwX16/ATNubDRmzKOGDjRijttqJhwBB+W9/MY7BQPts6tUMjEHsA7WDO6B4BCN73N3o5bOQ94NtWupgPOSedAcqaKOd9ab/X//JefWrGv2H/HO63KtCj7eoKMY7J1f6xZj/TDvq0lSUmdxQj02aP3glhZOnVHm9E7+Bpy2zVMrCwZWbfX6wsN70SKnmBnB8Bb0x5WrjOUABnRvv9HnpHZ1t8fEj4fJ3Y1b6Ixov0l2nV0F5u4QIZB6P9tFGt3X8CQrsBdfHSRvvjNCrb6ymLgxZUqfIT/qDGK//2+nzupzsXw3f5E53t9sS5GW2W3BMu3Tj6TvqwOMEIgTuYOB36KDUrgp4h7E9R8sYcB+2Q13yt//7DMDjlf7PCc362xw7vsgUB6vDnpfXh3wvnmzDHZVz6pkptxerWIO8nUPDNe6BJxIyh8pN5Q90mPd10m4s1DhLXyrJ3uYGEJwwTxL+xtcJxtUbFi/cbO5xh68905zjWXV6wiD8TkabLZtp54aY+ugGRDiuMKFTlgVfDNzommjYG3j735y94WB2hOcHlN3UPSxuLbhwgV31g2bfjH3BwScF13CdDh11BjM5pqy546mL4e7KlyDMICHuFRNZwIsWKCArFy1Wnao2AGho1ePzgK3IAg44GWTPe+LPbuqQLVF3hs+yljt5dXB9l7tR5AgxPbQqe5bP95Fpn8511j0wbIPg3QktBuOd+cd7FoJdq8gWHV9FVFsntZyFdcAZmkspb9rEJpXqmA68t03peblF6d6j0KQqndPM7lfA+v3eaHHSf2BtTwBv1VL5xrrvUgs70K9t87XFyVewSmafnTKF7P12eI5OXDwoFxYo7oU15nilqqIjz4Yv+8TxwzVvqhACtHKNJ7rTzBGrl0DfsRvxX6NNQSXKLhMFddnoVMKF9TfkhxyTLeZmDdmqVno8sSVeHKW6Ady5cwm/6qr2vKVa4x4c1bl8iam3sl7cw0JkAAJkAAJkEA8EUgYAQeWMrCYebTxPdKjW8eTHhLhBgB3AKQfF3yVqvuUbQBYpdzZuLX5OvjNvlJXpz+1goV9+EawVQgvjfRB+m59SK9WpaKM/2yqdOze2xxnLQnswzBW4mEWD2zNH75fnu7cXt9M6qBJjkr33q/K+yPH6vSoF8uoYYPM8fZBNlwBp1HLJ81gEZY9eChGwsBp2H/TEefTt7Z58uQxQgOsOy6/9CLxHflX39AdN6MONAh49D8rJ7wxHuhncG5jZtSudYUMH/KGU4dI6mwOTuc//gacwQQcxF66/MaGRry5U61G+qrlFaxQMEjAQKxFh6d1QLxAyqsbypeff5winpLljPbAADl7juzyeKtm5u37n3/+IR10ELtILRAw4P5WB81IdgCMQJ6YsQkDutf6PSe31rvJuT4nT/9KOmuwbjubi1fAiabMbgEH1z+Ci7Zv84ha3dxo3jb3fW2gjBzzqSnr/Nmfh+TCZ3bWPxBaEccJgw0kBOPGALa0CoGB3mLP/W6h3NO0ndkfAcmHvNU/xexx/9u120w3XFgtTiAmRVP+aLhFc6y9TiKZRtz2fQhIPuStfnLJRec74vXnM2ar8Piscft55cVn5K476jsDdwCNpQvVxx8MFkwXDhEDVnk24fqFSGMTBLcr1KXGWjIMVuHTXWZYD+G+Ol2vCeSCI/3V0d4n7jq+rHW8W+voFp6i6ctve6CFsbqEtdt7g16RkjprIc7r0+sX1kOYFRFTXX+hbkEI4OzvvBU1mP5mFXC6PtlWGt5+ixTUKZx79X1dhn00znC5QvvmZSoI9FRrG1h7ZldP2w5dnxPETIFguvaHb401pP2tSO1aCfVegXUW2EJMvrj2baZpPnz/LalV8zKnDhCRVAdQi47Up5yG1ebrbw+TofrC4PrrrnH6KJOp/rn1/uayYMly4z71lcabQ3uCYTjJfW/Bcq+f9sG5cx6PoYPryNsHI7i/PUc0/SheWFx2wx2CAMTv6r114/XH6wfrlXubPWaCLnfWiRLaap/ufgbw1i0YI+/+3u8QaCDebPn1N/3tySGl9IVBFr2vYFWDvhTtFG7CPZkzRzaRY0dk5px5OiNjdX05UTgi99hwz839SYAESIAESIAEIieQLgIOHtgxuHA/xIdbZIgf733wsYwdPlAuu+ySkx4SMZMKZlTxChonhg0nnxFT6MIiAKmLTnHbRl1Z7EOYfejHtsf04ayjPqTZbViH43B8uxYPS6cOrZ2HUgysH328m76lKyLffzU5hVsWHjSrXX6zmSHrS33gh2WOFQ/CFXAsD5RlybfTzVtBDB6GfzjWWNZgPQZFo4cN9DtTVaBBwJf6ZhziECyNlnw7zbiouAcliGWAt9LvDejvPMxOnfFlRHVGGdM7RSLgwGVs+OjxUqJ4Mflep7b1BrzG4OL8q+ubWATdOz8uzdVlxV4rljPqeVqJ4vLp6PfN1LiW6bhJ04wlBGLKrP3hm+Nv4LUdcbwd+Nx+y03yxssvONeYZYag1rfc+4j56hVwoimzWwCBtcv7OnC9VgU7K27+prOYoL5Io4YOkCuvuNTZZlYG+YM32k883dsM4LErYuI83voRaflIY8mlo1f3bHAYnFxV5x5zzRUokN8EP0Z8DjuY9XeqaMofDbdojrXXSbgCDqZjR+B2uMH06tFJmjxwt3PtWTbP93tTBr3/kemTEKgYfaQVP2Ip4NjzeZdu6yhc12h7zBaINGb4ILlCLcnsteU9Ft/ddXxe6/iQ1tH2m3Z/p45qlfD1zE8l/391xPZI+3I7Qxfy8FpoYh3STXc+JMvVIu66a2rKMHU3dIsT9rwQsOCKBLHS3vdwRbzh9sYmD7THiCGvm/7atgvukWbtuprt3um0A10rEJX83Sv2nCYzzx+40t3RqJURiJZ9P9O8+Ejt3vIcbr7WbvCAuT9XzJ8pufLkdepo961es47s3LXH9CEjVPS3faPdHsrS3lunah8MHm6BBse7++CntQ+G26C9RqLqRzVmF1zLblJ3t3cHvpyifb+c852xOoVF5lKdFRPPN7b9vHUKxsi7v/s7LG9ggfbr1h1GXClb5gwVbcRYwUYi3LjzRv+6V2NP/bxqjbrmlpczYFGbXUUdJhIgARIgARIggbglkKYCDh5Cu/TsK3iLhTd+9951myCuQQkVN/BwZcWVHirOrFYT9Y/ef1MfULKl2GbJXXLd7fLnX3vlx3lfSFY1GfY+KOFtGKwg8IC3+Jtp5jDvPjYvu8RDJR4ukVo/2sS8IbUP4Pbh+67b6skrOq23XW+PRVwFxG5o+uDd0lP94O12uCVgUF73xmtl8Jv9zO7uB2K87fxV33q+/dqL5m2rfZgNV8DBzDGwhkH6eclcx93BCjh4a/r9rMmGu78H+ECDALj1wEUKbF5Ut54HXW498/Rh/3Z92Mcgc/7cKcYyBIzbRVhnU/h0/hOJgHPhtbeaQWSrZo3kKY1ZYdvaXXQrINbUeDijRww2m9DuljNEimkTPhS8jXe3h7UswwFuy7Hfd/zuiCSB3NlSC2IcTZndAsgrLz0rd6nVgL1OUU4EyCx19hX4aCw+br7h2lQH4GZHzx9YzXR7vr/GtJrtbDmnamV5TwdJcOGwLhCYMQ73PhJiBXVVoTW1wT72i6b80XCL5lh7nYQr4Fg3UAiAKxfPNuKM+/oCD7h0XlX3HnyUcRoX65KLT1joxFLAKacWaP6sNbpqnBjMCog+H9eR5XTBedUEboVI7j7SrHD98VdH7/7uOiL216VaR9v/R9qXI2A+AufXUKuvSZ+MMCXynhfCLsQFWOGsWf6t0yeij7DnhfiPlwBWUEBGsDKqeMG1Jk9rxeluN8R5wqAfCW66mAba1ifQtQJLOXuv4GUEXkr466tMpv/9gWsyZnbEy4XrrrlKrQu7yWnFi/r9DXYfZz9jNqOLtH+ERSbEGRiCeBmVrnaliRuE2DcQ89x9ic0n2NJeMy21D+6mfbC/PsD2wYhJNkb7YJxn5+/R9aMQqiFY9+reUZo8eE+Kstu6o+zLVMApquKhuw1tnex+qTGy+/pbwlV39+4/9Tf5D3WjLae1ymJmmorA6CZF9phi/M+//pI1a9ZJOY2BU7aMzgqolku4ZphIgARIgARIgATil0CaCTh4oL6m/n1GkKlV81JZ/tPPKuTsMXEEHm58r7TWt+2FC+ZXU/Qjco7Gm4GFjr/YNkBnAxQ3+M+tB+vwMOtOmN0Gb8owkFn/43cmxoi/hyn3MXhzijeoSH2ef1ruv/s25wHNPnwjBs7999zprDc765/bHmwpEAOaNlIB5+kTAk6du5rKsh9XaqyeU9Tc/jS7u7Nct2GjcWfwWmqEK+DYgM5ewcq6UAUbCAYaBODhrWefN0xQS+8Aq03HZwWBINu1eEitjk4MDiKtswPFzwfMEmYD3gZ7UH1bXb3gWmMH/X6yc1aFK+DAsqHcebVMHBHEokBMCn8DkN6vDDLuFCVOLS6Lvp5qzodrNFh7uN343ALOQg0SjWsMyQ7gvNdzIAHnX51FJpoyr1m3IUUQYK9rCN4Il6xymSkbXHYiEXDMwfoHAhYGwBt/+dWsgtvMhFFqpYQ3wcoPQbjve6S92QZXG7cVg83Du3QLOF7LJOwbqPxHDkfO7djhg1I+Da8Tbx3td3vdweJvybczzGo70Lf74Boue+5V5mtf7efuc/VzsRRwxn/0rrph1HCEBnt+9xKWBBXOv8a0QZMH7jLxY4KJDE4ddYC8BJYOmqG3/3fX0fbl9n6JtC+3bqENNGD3gFdf9Hve2RpL6L5mj5sqztVZvOBG6T0vgswj2Lxdj53dAg6ED1i4ubdHIuD4u1f8CR2msK4/iJnT740hZk1edbuFixJmZSyrwcHdL1pchzgf4Qb2lAqxfXp2lvvvvctv31jz5rtNbKPzVbD7TAU7f+3nZOjng78+2M3KHmKvE9sH4zxLFi+JuB89pC5k9lpFfCbEPnKnY8eOmjhBWPf5uA/k3GpVU4h0dt9QGNl9/S337TsgO/UlWP58+TRofH614D3qbzdzT2ED+jdv8s4aiH12qYiOmFOYhapM6dPVqim79zB+JwESIAESIAESiEMCaSbgWBefEYNflWv1zd4RHVSOGDVWB7kfGHNnzB5T68pLZcXK1RqM91cTF+RJfVPp7+EOcQbwcDagf09pUL+e34fEd9W9CpY8SIglgpgi/h7y3G3gNlMfO/IdueziC5wHsEgf+s+7sp4GPd5lXGHwVjZQekTj0jz5WAunLuEKODfe0UQD6K6Wy7XMH2vZkfDmMzVhxl2W1PbzN3jY9/deqXFlHQ1w/K98owOVMvpAa/lGWmd3ebyfTQwhjS1j0snPoyl2x8AeM3ylhYADdzG4jSG9q7FXbtKgu/4GRe8MHy3PvvS62W/jyvnmTTz4WIuoQIJaIAHnkwmT5fGnepn83MIOxCObAgk4mzb/ElWZ3UGAwxFAMNiLJGGA1unZPjL20ynm8Dsa1JHX+z1v7o3RYz+VTs+8ZNZP/HioXHBe9VQFAuwYqYCz+ZfIuW3RY6+8qaEpZ1pcJyZjP38QvBizElU9q6LM+Gy02cNrAYGVlS6sbYJHP96qqTz5eCunn01vAcd9P8GaClZV/gRRd1W9dfT3G+Guo3V5tfdptH1500b3qEh/ctw1nNPtCjVa45oh4K/3vOkl4Hz48cST7hW31Y+bqffzV3O/lye7vyg7NDAvElwnYS2LWbZyalToQPc2xCuIWIvmTJYS+sLC/ia487fx2vCS5od5M80mf9eo+xj3Z/c1g/hXgQKf++uDP/10Ukz6UQRg9oog7jIOGdBPrgrgShoKI3de7s+wkvlbXZz++PNvE38Jwsvx2aRO7IXZ2yAI/v3PP/KXWinvIv4tNgAAPRVJREFUVrHHmyCeIdCyTds1SPW27b9JWRVuSukU4zk1rg4TCZAACZAACZBAYhBIMwEHgsviH36S4W+/Innz5XcG1wgGOPLjT00AR8xYhHT9tVfJmxrjo4DOzuFvEA53pSXLf5Ll+va1YOHCfh8SMcXx/Y92MPlhZhzMkBNsYPDSa2/LG4OHm2PgdgVrFvsAGulDv31r+4haGT2j0ywHGmyYk7r+hCPgwAXrCg2q+68+uDW+v6FOTd7FOU9qwozrdEGFnutvaySYirbNo42ly5PtZNjIMfJs71fkKh2gfOQJwBxpnd3lSa/P4VrguN+U93+hu9zT8Fa/15UNUol4CMu+/8JUJxoLnHGffm5m6UFGgQIFBxJw9u/b57hnRFLm9LTAse2OgckF1zQw7gr58+eTnxfPMZu+++57x8LhXY27dJMGEbX3qD3Wu4xUwEFgUuvWEi63Q/v/kUr/ucSEe2wo14m3jva7tZZDcN0Fc44LYF4LHPQTZdSNBYx7a1/RSPsM2zemt4Bz8OAhKV/jalOWZtpHPhtCH+mto78+1V1H9IfoF+11EmlffsMdjeUnnaHnThUUX1NB0d953S6QX30+VipVPOEiac+bXgIOZhaz1kD2XrFikr1eUltidrgxEz6Xge+OdIQc64rlLx/8lqOOlc8sJ5jtDfKtP2EGU4hjKnEky8h7jZqNAf64++B+2gffq32wbVv3If764IkTJ0fcjx7WWadggYM4Me6Yb4HELHdZ7OdQGdn9vUu4uP2jFjhHdRrwAmoBdFTLgvtY/8kR3bbjf7tMwO8cOqNUQbXOyaOzopkYbWpNo7O5m7Rw8U9yts4uVug/AWeLPnft3rNHhZsSxtKR4o2XOr+TAAmQAAmQQHwTSDMBJ5Rqw7cc07DaGTHwgOxNCE4IH/2Lz68u4z56L+BDIgYGl+sbcOQJd5rJAWIW2PzxYHWhDhgRVweWN7DAQbIPoPbhO1wXqg7dXpDR4yeb2Z+mjB+ZIk/zJcCfcAScjj1ekg/HTjTBX/FA7LY2ipWAgwduPHgj8O68WZ9LndsfkNVr18vbGoyzns5GZAeAqE6kdQ6AIk1XhyvgoDCYWh0xW55o+6i0b9vc70AOU9hjhiXMwjN+1HumDriWgrVHIAucBQuXmHhDyMhannjfpgcScNA20ZQ5UgEknIGNAeT58/QLr5hZ2hAMFDPvIG7Qzt+2m5gp2LWDsu+gbeDl4MkmYgsc5BsNt2iODXadeOtov3+gs4F1VuslBMpdC9dRXebQerhngYJQfun1d5hDRg0dqEGnTwSBT28BB4VAnBbENrr8kgsFM1ch2X7XfPH88VdH7/7+6mgH+ZH25XDhnDhlppZTrRw/SPn7YIuIvh79H6wzvEHI7XnTS8DZrvFoECsG6Qm9V9rrvYIxPF6KhJMQ1LZNp2fNLIfo/yEgZ9P6QXRxJ8yShSnWO7RuKh0eO2HV5d4Hn7+dv1gaNmljVuNlzdC3X03x++Hd3993e2/h/kc/4K8P8PbBeJ5YvGhxVP0o7htcW5hRsnuXDn77fn/ltetCZWT39y5hnbhf3Q5zZM9hrHqNgKPNAGsbxDzKkyeX/kYXk/z585prEDNeov+0E0YgXtnX3y6SKmdVNgLOJrUo/UePPb1kcfPbjskKdHcmEiABEiABEiCBBCKQoQJOKJwQRBLBJLt3aivNmzVJ9cEP8VkQpwUJwVBv1Jkj/L05xHYrmODBG0ILAqi6Hwrtw3e4Ao59YMM5xox4WzBFrDtfrPeXbHmyZcsqm1YuMLv4e0uJmVFQR7xxtg+z7of0UAeCwfZD4OkaV9UzAWsxGHh1wBATpwjxXbyzMEVaZ38c0npdJAJOiw7d5bOpM3Ua3HI6TbhOg6tPvO62gRh4gQa7RCDQ1mqx1FUtluzb+mCcAwk4O3fu1GDS9c3bXxu40+YJRngw76LTiH/0yWcGmdfVKZoyZ5SAY4XJCuXKyJzp4w3D7HJUYA0GsQpCL9wjMRuVdwDvvm6iKX803KI5Nth14q6f+zPig12rwW5hJTBI47TcovFa3OIq9rUiDeKbzJudMrC53VZBY7fMUddIJPe1bVak8sff/RTseOtei2wnqNh5kYqeqfWR7joO1DrW1zpaccYWzdbDXUd7jUTal48YM8HcYxDFvvtqknFh8Z73rofaCqaptvFdUB7vedNLwIFZhr97JVh7WIbuJWKQ1b27qVk1S6f+RvB1bz7tu/USBJie8skwqV69Wqpt+FDrTjL9q69Nfqm5QbnL4P7svbcgVKA8Nrn74FaPNpGndMp2/Pbv2hVdP2qvVfQ96GPhBua9BmwZ/C3DYeTv+IMq4EDEyZ0rl0BpgUvVP//sly1btkmhwgV0ZsQikk+npQ/k3nXk6BGZ+81xAWenunYfUlf2kirelNBA1bC8sUKPv3NzHQmQAAmQAAmQQHwSiHsBxwbrnTN1rFSocMI83R9OmBbDnQcPnxAZ+jzf7aQZdDDQeeHlAWZaXeRxn86M1bfX086A2+Yb6UM/jocrF1y6ypQ6Xd7RmajOOfusFA99MAnft3+/mZYaZucYmKcm4EAYWL/xFxmp8UDwwIyEgInj1SIpt1opuN3OQh0IhrJfk1YdZcasb8zDIbg9+vAD0qNL+5NYoTyR1BnHpXfyN+BMbfCI8uEN7FV179X4P4elW8d2ZrprO0h2Cylwn5qrwgNiDdjBTjDOgQQc5G9nVcE0w++rK6IVAzdt3KSBQ1828TdgQYbkFXCiKXM0AogpTIA/sFbQd8M6+9p1ZrYk1NEmxHO67YGW+rb5gCA+1DNdOzji64LFP8itD7Qwu8JqY5DO4FZcA9pm0wEc7h3cH7v2/CFnqvCDHKNxAYuGWzTHBrtOLCd/S8QugZCHYNMfqYUNAkFbKxxwvafpYxpD4y/p3KG1tG3xcAqBxwof6SngoL0uVxdQWFeeUfI0eUcDYaM/swNjiNOr126Q6tpv2v7RW0cb5Brt76+O7ns60r4c9/a19e83s3jV0ZnW4Obr7m8/VncjG6fKnxBlz5teAg5Y+LtXipnZkfzfKz/p9XFQB/WwHERCHkh933jHCH+w0Fi1ZI75PbXCFLbj9+DcK+tKVvXTWfLNVPHp0vZ52O5Nm7dsNX0oXIIgGkCU7tS+leTSKavRVjah7aepZc9QDY78Su/uGmutjPl9g9uP7YOf0j4YQZZtGwfqg215o+lHYY10pQZhhgXm1ToZA2JzuXmi3NgG4TC/uoDb6xXrw2WEY7zpkP7mYBaqXCrgQLw5oJbG27btUHepfDrrVWFjwZw1q20179EQ+o/I/AXLzaxVefLmltNPKy4IeE7x5mRWXEMCJEACJEACiUIgrgUcPOzhIRgPTIFmqPKCxoC2vQZ/tW/7zq5SSd+OVld/75KyWqfLXLZ8hTHfx0MkBopddFCTW99E4WHQ/RhkH77DtcBBebapKfsDzZ8wrhx4e3uVPvhVrljBmD0v/WGFrF2/UTpqAOO2LZs6gykr4OB4zGRiE+ISYPYum+BW0qHNo2qN1EiDS2Y1gx67DctQB4Kh7OcO8oy87ZtYO9DCOpsiqbM9Nj2XbgEHcUPMm80ABcCgDNcero1hIz+WZ156zTwIY4riC2qcKwfVtH2eujrBtQyugHi4r3tjbUd4QLbBOKcm4KzTmdzwFhzXABJmQjmiD/PbNAAlZlrBwLBpqyfMNq+Ag5XvjxwbUZnTSsCxb7MhSF2mQgwsmhCz4YtZXzuzuVQ/p6qxysBA2f2Gvf+bQ+TVQUNN/AfEyDn/3GqGwdZt21WwXaFB0JtKu/+mal63bn1Us2hFyi0a5sGuE9PIAf7AWg4uKmg3WAjUvvpKE5h03fpN8uWcb8wb/EsuOl9GDR0guXRA7hZ8YyngBLufZk4aY9zi0K4zZ38rCE4MMRsBc8/Vdj+zQlmdKnm3mbEQFpEICowBMQbi4dbRfe1E05cvXLpcGrfsaFxtIZDB/Syfzgb0408r5Vu1vEHyZyGH9fa86Sng4Lyh3isQUMd88qnA8g33In4nS55WQmdXXCKLliw3AgQsWWDRYsUS5I+EIPN4WXJ/wwbS54Ue5rfTzfz4Xin/zlu41AhecJ9DgtB9TpXK6t5TSQ6riLRR3XvQl0JsRLKzeiFf/DaHc1+6f6Oi7UfnfrdQWmhAfTxbYPIFXAPltC/+des2we/5Vg0G7E/Ai4SRqbjrD8SboyokZlcXKog5u/f8KTn0d79IkcIhiTB4qbVnz18qMu2RwoUKaP9QKKTjXEXgRxIgARIgARIggTgjENcCDh6c7mnaTpo3uVe6PxV6QGAwxsPem++MMDNCuZnD1BgDhee6ddRZIy7RN4g+M+B274PP9uE7EgEHx8NaA0EVP/pkkrEQwDokPLRWqVxRWjR9UG6sXcs5v1vAOb7n8b8QbDBwgAl7JbVAurXeDcbSQPUnI/6498XnUAeCoewHAa26xn/Bg+slOj3wOJ0mGMm+2TRfXH/CrbPr0HT76BZwgp104dwpGifgVMcyYNGyH6VTjz6yRgU4PBgjQaCDC8hLau1VUdsJAx23ZUkwzqkJOMgf07ziDTJciJBwvvNrVJfnu3fSayeL3HTb/Wa9PwEHGyIpc1oJOMNHjZOXB7xnBuOm0K4/mOXlYQ1q21rfrJ9SML/h6NpsPmKmHMTJwdt8myAGVa5UQd/IN5E6N+gMYco/FrNoRcLNlimSY4NdJzbvQEu4WfRSy8IxauUEUcQmCDotlWlztZ7Lrm/qMbB1p1gKOO58/X1GXCMInbb/wNTxHVRsR7D7o0ePu8NAzEF/h+niEXMKsXxsmUOpYw7MmGRknxMliLYv/+33nWaGpm90yntYiNgEoR1BmGtfXfMkgQP72POmt4CDc4dyr+C3b8nSH+S1gUPlx5/XqDhwYvYiCNft9UVBEw0G7e3TkL+dAGDYoP5yXW3/M/NhP2+ChV2v/gNk/KTpAusWb4ILca2al0nD226RejddKznVQsfdn4Zyb7kFSpt/tP0oZpaEyypm3MJ1aBNiBOH3/PkenaR8mdIpWEXKyOaNJcSbo0eP37Ow2sV9UrBAPrWI0iDFeAgIIeG3CjECcW9lV56hHhdC1tyFBEiABEiABEggAwjEtYBj39iPHT5QLrvsRODNcDjt1DdPK1atMbM1VFIRpIpOtwtzZ/dDYTj5RbLv9t9+l81qAl5OpzYvqe4NSKE9ekVytvg4JjPXGQPkVfqmGOJBRRUD4a6X1u2JwdX6TVv0jXUltQDIaxo5nHNmRJkDXYkYuG9Ql0AMinLrvVi2dCljAVBIByah1Alv6BEXBRYfpdVNEQOSUI4LVJ7U1kfDLZpjUytTatswWIMrF4K5V9BrE9PXI6UVn9TKEuo2DC4hUObNm0fFmzJB76eMqiPEm7Vq1XRALe8gGhZQSzCkeGYbzr0CoWqT3pslTi2m99UZGjhXB/sBGrG2xl3C9N4r5s+UXHkwe2RK4TrAYSlW43zgCYucU1RohOsfLFtOUUuRQOe1GUR6b0Xbj0JAgaXQHu2DKuuMY4ULFdIipbTetWWMBSO4TR09dlSO6Xlx/eGFTg4VYphIgARIgARIgASSl0BcCziYrQTWHz/O+0KyqgmxNaVO3uZizUmABEiABEgg4whsVRfhi3S2q9q1rpARQ94w9k7WqirjShVfZ44dI5+JfQMhBwY32dQCk4kESIAESIAESCC5CcStgIM37Fffcp80qHO9DHztJdNKwXzsk7spWXsSIAESIAESSFsCwzTA8FPP95c+PTvL/ffeZaxZrZtb2p45cXKPNSN47IboMZU4kFhSEiABEiABEiCBiAjErYDz08o1MmP2N1L7qsvlvPOqGZPq9HR7iogmDyIBEiABEiCBTEwAwe1X6Sxhje+9Q4qqix5+l4O5PGViHH6rRkZ+sXAlCZAACZAACZBADAjErYATg7oxCxIgARIgARIgARIgARIgARIgARIgARLIFAQo4GSKZmQlSIAESIAESIAESIAESIAESIAESIAEMjMBCjiZuXVZNxIgARIgARIgARIgARIgARIgARIggUxBgAJOpmhGVoIESIAESIAESIAESIAESIAESIAESCAzE6CAk5lbl3UjARIgARIgARIgARIgARIgARIgARLIFAQo4GSKZmQlSIAESIAESIAESIAESIAESIAESIAEMjMBCjiZuXVZNxIgARIgARIgARIgARIgARIgARIggUxBgAJOpmhGVoIESIAESIAESIAESIAESIAESIAESCAzE6CAk5lbl3UjARIgARIgARIgARIgARIgARIgARLIFAQo4GSKZmQlSIAESIAESIAESIAESIAESIAESIAEMjMBCjiZuXVZNxIgARIgARIgARIgARIgARIgARIggUxBgAJOpmhGVoIESIAESIAESIAESIAESIAESIAESCAzE8jy89r1vsxcQdaNBEiABEiABEiABEiABEiABEiABEiABBKdAAWcRG9Blp8ESIAESIAESIAESIAESIAESIAESCDTE8ji05Tpa8kKkgAJkAAJkAAJkAAJkAAJkAAJkAAJkEACE6CAk8CNx6KTAAmQAAmQAAmQAAmQAAmQAAmQAAkkBwEKOMnRzqwlCZAACZAACZAACZAACZAACZAACZBAAhOggJPAjceikwAJkAAJkAAJkAAJkAAJkAAJkAAJJAcBCjjJ0c6sJQmQAAmQAAmQAAmQAAmQAAmQAAmQQAIToICTwI3HopMACZAACZAACZAACZAACZAACZAACSQHAQo4ydHOrCUJkAAJkAAJkAAJkAAJkAAJkAAJkEACE6CAk8CNx6KTAAmQAAmQAAmQAAmQAAmQAAmQAAkkBwEKOMnRzqwlCZAACZAACZAACZAACZAACZAACZBAAhOggJPAjceikwAJkAAJkAAJkAAJkAAJkAAJkAAJJAcBCjjJ0c6sJQmQAAmQAAmQAAmQAAmQAAmQAAmQQAIToICTwI3HopMACZAACZAACZAACZAACZAACZAACSQHAQo4ydHOrCUJkAAJkAAJkAAJkAAJkAAJkAAJkEACE6CAk8CNx6KTAAmQAAmQAAmQAAmQAAmQAAmQAAkkBwEKOMnRzqwlCZAACZAACZAACZAACZAACZAACZBAAhOggJPAjceikwAJkAAJkAAJkAAJkAAJkAAJkAAJJAcBCjjJ0c6sJQmQAAmQAAmQAAmQAAmQAAmQAAmQQAIToICTwI3HopMACZAACZAACZAACZAACZAACZAACSQHAQo4ydHOrCUJkAAJkAAJkAAJkAAJkAAJkAAJkEACE6CAk8CNx6KTAAmQAAmQAAmQAAmQAAmQAAmQAAkkBwEKOMnRzqwlCZAACZAACZAACZAACZAACZAACZBAAhOggJPAjceikwAJkAAJkAAJkAAJkAAJkAAJkAAJJAcBCjjJ0c6sJQmQAAmQAAmQAAmQAAmQAAmQAAmQQAIToICTwI3HopMACZAACZAACZAACZAACZAACZAACSQHAQo4ydHOrCUJkAAJkAAJkAAJkAAJkAAJkAAJkEACE6CAk8CNx6KTAAmQAAmQAAmQAAmQAAmQAAmQAAkkBwEKOMnRzqwlCZAACZAACZAACZAACZAACZAACZBAAhOggJPAjceikwAJkAAJkAAJkAAJkAAJkAAJkAAJJAcBCjjJ0c6sJQmQAAmQAAmQAAmQAAmQAAmQAAmQQAIToICTwI3HopMACZAACZAACZAACZAACZAACZAACSQHAQo4ydHOrCUJkAAJkAAJkAAJkAAJkAAJkAAJkEACE6CAk8CNx6KTAAmQAAmQAAmQAAmQAAmQAAmQAAkkBwEKOMnRzqwlCZAACZAACZAACZAACZAACZAACZBAAhOggJPAjceikwAJkAAJkAAJkAAJkAAJkAAJkAAJJAcBCjjJ0c6sJQmQAAmQAAmQAAmQAAmQAAmQAAmQQAIToICTwI3HopMACZAACZAACZAACZAACZAACZAACSQHAQo4ydHOrCUJkAAJkAAJkAAJkAAJkAAJkAAJkEACE6CAk8CNx6KTAAmQAAmQAAmQAAmQAAmQAAmQAAkkBwEKOMnRzqwlCZAACZAACZAACZAACZAACZAACZBAAhOggJPAjceikwAJkAAJkAAJkAAJkAAJkAAJkAAJJAcBCjjJ0c6sJQmQAAmQAAmQAAmQAAmQAAmQAAmQQAIToICTwI3HopMACZAACZAACZAACZAACZAACZAACSQHAQo4ydHOrCUJkAAJkAAJkAAJkAAJkAAJkAAJkEACE6CAk8CNx6KTAAmQAAmQAAmQAAmQAAmQAAmQAAkkBwEKOMnRzqwlCZAACZAACZAACZAACZAACZAACZBAAhOggJPAjceikwAJkAAJkAAJkAAJkAAJkAAJkAAJJAcBCjjJ0c6sJQmQAAmQAAmQAAmQAAmQAAmQAAmQQAIToICTwI3HopMACZAACZAACZAACZAACZAACZAACSQHAQo4ydHOrCUJkAAJkAAJkAAJkAAJkAAJkAAJkEACE6CAk8CNx6KTAAmQAAmQAAmQAAmQAAmQAAmQAAkkBwEKOJm8nb/++mtZunSp3HfffVKiRIlMXltWLxkIHDt2TNatWyc//PCD5M+fX+rVq5cM1WYdk4TAyy+/LDVq1JDzzz9fihYtmiS1ZjVJgARIgARIgARIgARCIRCSgHP48GEjAngzzJIli+TNm1cKFSokxYsXlzx58nh34fcMJLBq1So555xzxOfzyfXXXy8zZ87MwNLE76n37dsnP/30kyng6aefLmXKlEn3wkKUWLx4sWAJUaJatWrpXoadO3fK3Llz5ZtvvpHvvvvOCH5XXXWV4P+ll14q2bNnT/cyuU+4ceNGee6552T8+PGCNkNq0aKFDB482L2b83nHjh3y6aefGq5bt26Vbdu2ScGCBaV69epy7rnnyp133imnnXaas3+gD7h/Fi1aZLiAzZYtW+Syyy6TK6+8Uq655hrBNRMs7d+/X6ZOnSqzZ8+WX3/91ZTl6NGjpp1RnptvvlnOO++8YNmk2L537175+eefzbqMum7Xr19vrhkIxRDU0N/geqlVq5b5nKLAni+452w7ejb5/YrfmDPPPNPvtrRYiWsG/5GqVKkihQsXDus0a9askXfffVfQD2/evFkqVaokF110kemLcf0ESvhdtalChQryxBNPyKOPPio5c+a0q7kkARIgARIgARIgARJIVgI6OAmadMDiUz6p/tfBnU8fSn2TJ08Omh93SB8Co0ePdtrs1FNP9emAMX1OnGBneeihhxxOTz75ZLqXXoUT3w033OCUQQd56V4GFSh8p5xyilMG7/1+yy23+A4ePJju5cIJd+/e7WvevLkvR44cKcpXpEgR3yuvvHJSmcaNG+dTAcGXNWvWFPt766Sih2/+/PknHe9egXumSZMmAfNRAdunwqj7kBSfly1b5rvjjjt82M97fvd3HZz73nvvvRTHpvZFrep8Orh38uzYsWNqu6fJtiFDhvhUbHDK4K4PPvfu3TvV86qFScBjvXnhe+PGjVPNL5YbP/roI1++fPmc8n3++echZ49rpkuXLiddr7ZOuC5ff/31gPldeOGFPvye2v2xVFHZN2LEiIDHcAMJkAAJkAAJkAAJkEByEIB1RtAUioBjHzbxcOpvUBX0JNwh5gTUcsqHgXfJkiV9w4cPj3n+mSHDiRMnphgopbeAoxYZvlKlSqUoQ3oLOPPmzfOpFZ0pQ7Zs2XxqVWLu4a5du/rUosIpm1qJ+A4cOJCuza5WND61RnLKoFZ+vh49evhWrlzpU2slv2VRyxqnLpdccomvQ4cOvjfeeMP39ttvGzFFLZyc/HLlyuVTayO/+Rw5csR3//33O/viPmrZsqVvwIABvnvuuceXO3dusw3LadOm+c3jrbfeco6vXLmy75FHHvH179/fN3ToUJ9aVZh70/adWAbrOyEODBo0yDm3PTa9BZyBAwc64g14NmzY0Id1ahHlU6smp849e/b0ywUr41HAUasm08aWq12GI+ColZhTf1x/ffv29UHswrUDoc7mifWB0j///GOEwdq1azv747ju3bsHOoTrSYAESIAESIAESIAEkoBA2AIOrGwwsMH/P/74w6fm4T483DZo0MB5oMeDJgbGTCQQzwT+97//+WCZZAdUWKaXgLNkyRJfnTp1nHOra49jpZGeAs7vv//uK1CggCkHrCm89+2///5rxArLCNZK6ZXU1cgH0cOeu379+j51RQl6+scff9z34osv+iD++EuwJLr99tudfB977DF/uxkrCntudSHzHTp0KMV+CxYs8EFQwj4QgtRlJsV2fBk2bJivdevWvhUrVpy0DSsgQvXr188pi7p2+d0PK9V1zHf22Wc7+0JQsuVLTwFHXcGc88IKatOmTSnKjGuqatWqzj6BxGMr4EDwGTNmTND/waylUhQizC8QJjX2jK9YsWJOud18QxVw0M7W8uuuu+4yv5PuoqibpHPNqFuWe1PAzxMmTEghiqlLVcB9uYEESIAESIAESIAESCBzEwhbwLn88ssDEnn++eedh9+mTZsG3I8bSCAeCMC1BQNgO+DC5/QQcL788ssUYqfGDDGD4PLly5vypKeAAysAKwJ07tzZb7NAqIVAgf2whMtXWicIxBdccIFTtnvvvfekwXA0ZYDIYOsNkcibMKC3LmUY1MMK0V+Cq4zNJ5prxy3MaKyek071zDPPOOfB+WDpovFvnHXpKeBY4RGC35QpU04qK1bAIslygUuQv2QFHI0N429zuq6Dy50tL0Q5WFlBeLLrQhVwcJw9JtA1065dO2cfr/gVqNJ4UeIWm2FNxkQCJEACJEACJEACJJB8BGIq4OBtvXUrOOOMM5KPJmucMARGjhzpDKIgXNhBVzSD8FAr/9lnn5nzwXUKAzEbmyi9BRxYf2hQWFMWxGjRQLt+qwD3I8sHS1gqpHV67bXXnHPC8gZ9SywTmNu4NLAA8aYPPvjAOX8gN6C///7bV7p0aWc/CD2RxgmCe5plvHr1am9xjBsYtl988cVOzJ1ffvnFOSa9BBxYQFnBE652gZLbwgnlhuWJN8WTgIOyoF6wmrGWVIg5Y9skVAEH1lY4BjFs4I7lLz377LNOvj/++KO/Xfyu06DPPljqIX+4PP72229+9+NKEiABEiABEiABEiCBzEsgpgIOMJ111lnmATNU8/B4Qqszovh0lhnz5hWBUEN9O5paHfAmf86cOcaVYtSoUT4EH0V8g2AJgzhYauAtMAYScB+AJURGJAyely9fbsqBINU6M0tUxdi1a5d5c496wU0mvRPOqTPKmOv0xhtv9OnsRs6AKj0EHAza4BbhFSXSW8DB9WUHqLfeeqvfZoBI4I4Zg/1xj6dlQvvYc2KgGsgVKpoywP3J1h3iiTfpDFPOdgQi9pfclhQ2L9zj4SZcB9aNDUvErvImCAiIVeROGSHgIAaLrStENn8Jrl52H7tEEGpviicB5/333z+pv49EwIHrnq0z4hz5S7C4wz6wZvPX1v6OsesQ/NjmjzhMTCRAAiRAAiRAAiRAAslFIKYCDt4+25liEPwz1gnxOfCWFP8RADTUhECQOAYWD/4emCHcYGCCeA724dguYaGAGXpSSzbuAc7Rq1cvsysGZXhz746pYPNEUNZAaezYsT6dTvikcthjS5Qo4atXr57fw1944QWHj+VklwieGm6CYIRBgnWfsWXAEuUINEDBeaZPn+6UBXFAkCBctW/f3rF8sPmhvghKmx4JVid2xieIA3BzgFBny5IeAk6geqa3gIMgxbbeto28Zatbt67ZB/cOZm2y+6el8Na2bVvnPKnN1uMtazjfH3zwQeccOtV4ikMhutp6li1bNsU2+wViCu4t7IdAtXb/Zs2a2V1CXmL2KXs84veEmjJCwEEMNFtWCJ/e9OeffzqBmd1c0I96UzwJON6y4XskAg6EbjszV8WKFU+ykpk7d64PgcLBEH1huAmuhTrtvNMGsMphIgESIAESIAESIAESSB4CMRVw8PbZPtzj4TfWCW4PdpCLOAWw5AiW8PbclgkChzfh7T7cEuw+ePhGTIbixYs76zBzCKaVDZQg4NjjEQdoz549ZiYfu867DCTgYKYS774YOCM+hrUYwfaiRYv6LQrEI+/x9nu4A8uFCxc6rJEHuGBAYuOC2Hwxta8/iyIIOHYfCD0Y8NeoUcNZZ7fZJQZ4mC46rRNmyrHntKJFsgo4jRo1clj4c+Vw388QOa677jpn/7QKKAvh04qeuM69VkqxuD7c7nMQd60Lm817w4YNTj0RJ8mbIALbmbEQ3wUWdvaa8mfN4z3e/R1xbKxbDERRxOYJNWWEgGNdxiB2+0uwtAELWBLB3crOuoT+2pusgIM80U+H0p9780jL75EIOCiP+75Cn2lFFgQut3FsIIZG2t99/PHHzvWGGExMJEACJEACJEACJEACyUMgZgIORAs7aweCsHoHRbFC+uqrrzoPrzBXD5aaNGli9kdsHm/wVbzNdL8lhtWQe5+ZM2c6Qg4Gk4h54S+5BZxnNb4B3HLsIAZBYuEOhXgINWvWNOv9CTjgZwc7GPxAXPAGwcQ+sNAJNAsJRBJMiWz/o/x2YBmOgIOBhVuo6datmxGlUHdYsGCw7xZj/LlHuAUciCbWqgiDVbherF+/3uRjLTxQTn/5+OMd6bp169Y51j+Iq2JTsgo4bkHGG08D14AdbCKeCZIdnKOt4AKWFgmuQvaajcRqLFiZcG9YizKItNu3bz/pELhR2jIgWLA3WaEUlhQYlCMPu39qs0h588EsaFaQhjXPjBkzvLuk+j29BRzc+9bC0p8bHaxLrPUJ4iYhuWcRQ//lTlbAseywzJcvn5nB6rbbbjMupO790/tzpAIOLFGtlZ+tU6dOnUzd8B33FX4zIk0QzG38JohfaBcmEiABEiABEiABEiCB5CAQEwEHASptMFS8aYX1RlolmOjb+BiwTkntDT0GpVYU8TcYfOWVV5yBF4JX+ktw27IDjECCkVvAsSIWBmbeKY/tgNmfgIPBmz2PdcPyV55w1kFwsnmGI+C4XVgCxbnAIALWB8gfA1m4DriTW8BBkFjsB8smb/wcDOogjmF7OINf97lC+QyxDjOo4Tw4n1uwSFYBB3GqwAODbu99hOnCsQ2Cm22zPn36mHVYj9l20iLZ8+IcuIZimWDtYt0kIZIG6qcwpTXOj/89evRIUQSIsVYAskIqBtDo97A/rIdCSbg33ZZ/kcwqlN4CDqwVLRfEcXEniBY2/hnqZQV8d3Bmr2jhT8Cx+dslpm/HjFYZkSIVcFBW9I8I8mzrYZe45/y5noVbvzvvvNPJ2xsbKdy8uD8JkAAJkAAJkAAJkEDiEAhbwMHgt2HDhs5/uBhYkQRvW/25YsQah1tggDl5oOQOuGnN2O2+GGBgpiw8WAdzxypXrpzZz99bZ+TnFnCQHwQLfw/pqQk47oCysbJEiUTAgWUMZlBBPVBv78De8sPSbS3hdR1xCzjIC6JboDg3N910kzkfBtVplV566SVzDpQFA3R3SlYBx7ruwNrKndyWW2+99ZazafTo0Q5DWGWlRbriiiucc7it4aI9F8QO6/4Dazy4PQVKbis/a0mCfSHU2AC0iI3jdh204gWur0OHDgXK2qzHdreFBqz0IknpLeAgADvqh//WKsuW2/a16DvcQZ9hwWSP+eKLL+zuZglXNojoiBXWqlUrH35L0P5WILPHwToJwdPTO0Uj4CB+mJ1u3dYDS7jDrl27NuqquIMlo5xMJEACJEACJEACJEACyUEgbAHH/TDq/nzBBRcEnDY11igxzas11ccDv7+EKZFtLI3rr7/+pF1mzZrlDCxgrp9asgIDBn7+zNW9As6kSZP8ZodZaxAE9IEHHjhpOyxEbHnBFZYIiMURTYpEwHEPWiB6BEtW3IJJv5uNW8BBW2FWr0DpvvvuM20BS560SLAOsiLj3XfffdIpklXAsdebW8DBfVOhQgXTHrB+sJYUgIZYRvaeh6tgWiQrqqK93NdTNOfatm2bid+EsuMeDmbZA+siW0+3gPPOO+84673TSpcpU8ZswzWMezlQQvwczPhl8w80RXmg493rIxFw4MoJi6pQ/ntnvXP3c24BB+K4da2Cq5A7IUaWrevs2bPdmwJ+hmtZ7969UwTNhrjrteCxGUDoC6U+2AfXd6jJ3Rd62zu1PCCCw9rQ1htinRUPsQ5WYN9//31qWQTd5i5brCw2g56UO5AACZAACZAACZAACWQ4gbAFHLgIYaYU/LcDbzyUYmCEB9f0Su7YKf5miXIHBPb38I233vYBu1atWj7MPhTof9WqVZ19/QUZdQ9sopna1e2igrJB+EA8HVg+hDPwsG0QiYADywrLJZQ4JzbeD47BgNImt4ATbGYdt9tMMOsFm3+oS+Rn4+8gSKw/q45kFXDgsoZ2cweYxQAc62BJ4XWLc98zEDNinSBu2JmdAs3+FO45IQZY6xjU02sF4i8/XPf2HrDWMYhzg1nLsN6fCGhdqNA/BkoQw2C9aPOOduAdiYAD4c2eP9jS63YKd0d7DKxLkFAnOzMV3EYxo587ua1QILyHkxDTyz3zmT2nN4+rr77aKZctX6Dlhx9+6D084He3SOLvN8TfgQjEjMDF9vytW7c2gh6uQ3e8NQjesLqMNLmt5MKZkTHS8/E4EiABEiABEiABEiCB+CAQtoCDOCLu5Pbzh6VKeiV3zBhMCexOeHMPU3U8RMOty9+bfLcbln3YDmXpTyxyCziYhSqaNH78+BSBP22ZMHiEwOQWSYKdJxIBB24M9pwI0BosYfBg93cPjt0CTmrTjSP/pk2bOnmgzLFM/fv3d/K+5ZZbjMsG3Dbc/59++mlnHwwG3dtCHbjFosw2oC2CgKdHcscnQXwTuMjAggTt6W92m44dOzqc0oILxABryYGBe7QJLk42zgwGzF999VVIWWKGLXtNt2zZ0hxj7wvMBueOn4SNOI/dP7W2w2De7heKdVuwwqa3gIPyWKEKsVyQ3nzzTadO/mLVgIetcyT3NoJO2+MDzXwVTwKOtdZEmRFA351Qf7wssPWB5Zs/V1v3MYE+T5061cmnTZs2gXbjehIgARIgARIgARIggUxGIGoBxx3UEw+m3vgiacULooy1jIG7hXtQhYGEfUgOFGzVPZiCCIFgvaH8x1thb4qlgIO8MZCFFYD7Yd/WBwNcxOgIJVHA8RlLMcsukmU0FlWhtJF7n/QWcBDY2jKBIAo3SHyHC5U/iy+4zdj9IfakRbLuW/9n785BpGjeOI4//1iMFCOPWDxQRBDUQMFIUEEUFQxM3EjRRDTQSAzEQFBh8UARFGE9MND0FU88Ag/QSBAxFMTIcP/Pr6Caqp7uuXZ2tnfnW+A728d0V3+6p9/pZ6qe6tQVqdO+lbtp+/btob5q1fPkyZNObymW6zMej1M5b9IWOePj48V68Q+1VIrr79ixI87OXtMcTFXBsWzlLif6CeD8/ft3UsfXzb/yqFGqVkxWrxZaGtUtJpTft29fS611j45Jo5Vvqd+i0cKib1X+GLVu6eZ4tE65hVC7OvXaAkejcMV6KsBV1ZpQ9+TYIkzrHj9+vF0Vapddu3at2FdsJVa7MgsQQAABBBBAAAEE5ozAlAM4kkib5asLgUaKGkbRyC3xC/OZM2eKXcZuPfq1PE00Wqzgf6QPVOq6NJUy6ABOWhcFyDTaTey+EY+3bnSo9L39BHCmowvVTLbAUbBLXRfa/YtdrGSrBNTpumqdM6wy7ACO8q/E6ym2WNN01XDWyuuiz1NcXw/N01HSFn3KXdNvSY9NrbB6KQr+xETeOubYjWfjxo2VrfnUYiu6KDBcLv957pe4XMPXK0A7iNJPAGeq+03PT7xm1JJELbjKRS344nFr3X5LmthaQZJhlV4DOGlLwnZdtZTkObr0O/Jeen0P60eTYbmzHwQQQAABBBBAAIF6gYEEcDSErLoqxS+lw2rSrV9T9fCg/Sq/ieqRBlPU5aOupF186n41r3tveX66z6l2oSpvO04r+eipU6cKYx13VdewuL5e+wngpA8t3XTz6CaJ8UwGcFKPur9HNQdO2nIkfnarEmzL7e3bt8W1t2nTpjrKKc8/evRosZ+7d+/2tT3l4lJOLh3Tnj17+tpG2tpI21Erv7pR1NI8L+W8JsrrEwMdal2kz/GgykwEcJTUOV4r8VWtQapKmjNJo1T1U3SPT0el+vHjRz+b6es96b2wmy6D6l4cTXRu2pXYkkl5zqpaOrV7r5Zt3bq12FfdddlpGyxHAAEEEEAAAQQQmH0CAwng6LCVXyJ+eVWXhXfv3g1F48SJE8V+9YVbiTdVD3XBaPclWi0K1NpC6yoYMpUWBcMI4ETMmNND9e7UQqGfAE46jLhahLQbRlzdUuI5bzeMOAGcePbavw67BY5qo5Gm4jlUd5e6z4FagcX1bt++3f5AprD0zZs3xX6Ud6afoqBNrKuSvfZT0m6Y2lZdAEJdN5VfR+voobwcVL1y5UpRl0G35pqJAI6CDTE4pmNWN8/yMctbrYxi/hv9/0BB0n6Khg+P51IjlA2q9VI3dek1gKPRDmNdP3782HYXcZQqBacU5OulKJF+zFWl1oMUBBBAAAEEEEAAgdERGFgAR2TpkLFr165tO5zuoIj1EBO/zConTny40Ggvncq5c+eKL9x6kO2UH0EPg1UPEIMI4Kg7WKeAjI5H3Tj0kKBkou2CK1q3nwCO3pcmeL548aJmtRR1TYsPaPIvj1iUtnCaywEcPeiri4fyx0xMTLQ49TJjqgEcdbdT8EKtojTCUdWDdbk+OjfxobOuJZqCsfEzpmBnVX6c8nanMh1bJ+ga76c7ZsyZorwrvT4cx3rrcx5bl8mnLqG3zKJfVVfMNJikVkyDLDMRwFH90/t8XT4uzY8u5eCutqFcPJ3utwqCLFq0qNiOhhYfZuk1gJP+mHDkyJHaqqat2datW1e7Xt2CS5cuFSbnz5+vW435CCCAAAIIIIAAAnNQ4H86Jv+i3bZ48kdbunRpWMebidvr168r1/chms2TN5r/ShuWe54WO3bsWOW6g5zpD0l2//79bJMvX740D3Zk88oT3grHdDwfPnwIizx3jnmC0fA+/2VUwS3TsftDuvloK/b161fzoIl5foxsU96E3VauXBnmeRcqO336dLa8mwm5+Ygk5oEnGxsbM/9l1Tz/RvFWf+Axz+Vh/hAT5vloJ+ZBkmJ51R8eZLH58+eHRZ57wzy/Tbaat+YxfzDP5mlC58+HwrU/f/6EZd76wHwErKI+cvCRv8xzOYTlhw8fNh9WOvwd/+N5VMwf3MKkBwns0KFDcVHLqyfTNa2j4kEn88SoLetM5wzvlmEePAm70HFeuHChq915cMCWLFli3molrO8tMcyDcIVT3Ubk6kMqtyzevXu3+XDV5oHIwiNdyYOipuuyruzatcseP35cLPZRwWzbtm3FdNUfHowJ15q3vAqLPbeGeU6rYlXN9yCFffv2LczzwJDpepjOon14TquwCx+C3jyI2PXudC68O2VY37t1hs9SN2/W58NbRWSrXr16tXi/zrOPiBTOt1byBLXmrWvC50LTnvvLPOBgHnDQZFG8+1Sw0z3DuySat0YpltX9sWbNGvMuMtliD9aYt/bJ5nlLDNM5V/Gub+aB12y5rhVdM4MuOk7dW3XteNcy81Yypnuniu6ZnvPHfMQ3+/fvX7hX6jrcsmVLVo1nz56Fuus+on+rVq2yefPmhXV0Dj1Ybh4EKe5Buh/KP66TbWwAE1++fDEPKGVb0n1f93MVz3NkHqjNlnug0DzYWMyTi+fPCv+P0Ex9jk6ePGn+o0Kxjufwsf379xfn0rsJhulihQ5/eBc88yTI5jmHzBPam7dsMm+Z1OFdLEYAAQQQQAABBBCYMwIK4HQqP3/+LH7xKw8jXn7vjRs3inU9eDD569ev8ioDn37x4kWxTz8xYejgbneikUnSJLZ6v37594DMpD8sZNvVsqpWL4NogZOOTKL96N+CBQsm1ZJJLRLU1D7OVwsDnZNOJW2BE9+bvnogoXYT+pU4bYGgXA3Kc6Q6pds4ePBgZaLoUWiB8/nz58xCLt0MVe1Blpb3paZ1f3///r32fKm1TfnceCCxdv10gVp+pdff4sWLQyuL8udCLQyGUXTdesAkGCmZsD9cd73b9F5V51g13wPAlfvwYF5xrjQCnAciJvfu3Tupe1vcjrr2eECu8v1xVK24bjevagFXLhqtqJv3puvIcLqKB2Cy+6OuFQ2bLYtYB+UNevToUWUVPMhTrKf1dX/RdZfmUovb0Ty1NprOovts3F+3r7r3lYtaYaXvVwJs5VNSgmMlR0+XqXVWr8V/ECm2oZxoFAQQQAABBBBAAIHREhhoFyrR6UEyHf663zwWvZ6GOASyviDfuXOnp7frgVE5PtTlIv2CHf9WAEWjftQ9QA8igPP8+fNJfTlv98CnB0g9CChPTTdlKgEcbV8BHj2s6kEsWsRXBZEUrKsroxDA0bGnD37Lli3rqtvgdARwVJf04U4PxFVDLmu9qqJcLt7yo+U863wriNJtMKhq2/3MS40UTP39+3dXmxl0AEc7VeLeqs+AbLylWtvPY7vPc/wslV9nQwBHLt7KcXLhwoWV14wCXMpfU1eUeNdb3YTATfn447QC6LovT3eXPdUx/RzH/Xd6rQrg6P9/GoFKwai698tGI5dV/RhQ56X5Dx48KLoy6roahku7+rAMAQQQQAABBBBAYPgCXXWh8i+iI1E84GGe7yN0ZVJXB3Wrif+GCaAuPeq6pe446s6kbhnqwqHm+v7ANMyqhH2p25i6iamLgCe6Dd0yVB+KhS4eN2/eNB8BzTyBdksXmmEa6Tw9fPjQ3r9/H7qsrVixoufd69rzFm2hm6S6Im3evNk2bNgwbV1X2lUw7RrpD9jmrZvMc/C0e8u0LdP51b1BNurOJBPZlLtdTVsFGrphD1iYuh/JRfcHXXNyUTewclfTqkNQt1t1K/L8TeF+p25M6hKkLlU7d+6ckeuuqp69zlP3MXUjVbdYD/yH7mTqlqrrRT6eQL+nTaqbmrpY6jOu/zepe1fsttbThlgZAQQQQAABBBBAYFYLEMCZ1aePyiMwdwUUNNFD69OnT8NBKoCpvFrKV0NBYBQE9KPC2bNnw3Wv4I2CYp5c2Q4cODAKh88xIoAAAggggAACCJQECOCUQJhEAIHmCOihVUlfvftIUSklZtY8JdJVomIKAnNJIG3tdfny5ZCwWMenhNH37t0zz6kzlw6XY0EAAQQQQAABBBDoQYAATg9YrIoAAsMX8CG97datW6bRqdR9KS0aqUgjxFEQmCsCGj1MI9ylRSPB6fpfvXp1Opu/EUAAAQQQQAABBEZMgADOiJ1wDheB2Sqgh9rr16/bxMSEffr0KeQfGhsbs/Hx8dl6SNQbgRYBT0Bu+qcug+vXrzcfgSy8tqzIDAQQQAABBBBAAIGREyCAM3KnnANGYG4I+IhTpqS3y5cvnxsHxFEg4AKvXr0KLW18tCo8EEAAAQQQQAABBBDIBAjgZBxMIIAAAggggAACCCCAAAIIIIAAAs0TIIDTvHNCjRBAAAEEEEAAAQQQQAABBBBAAIFMgABOxsEEAggggAACCCCAAAIIIIAAAggg0DwBAjjNOyfUCAEEEEAAAQQQQAABBBBAAAEEEMgECOBkHEwggAACCCCAAAIIIIAAAggggAACzRMggNO8c0KNEEAAAQQQQAABBBBAAAEEEEAAgUyAAE7GwQQCCCCAAAIIIIAAAggggAACCCDQPAECOM07J9QIAQQQQAABBBBAAAEEEEAAAQQQyAQI4GQcTCCAAAIIIIAAAggggAACCCCAAALNEyCA07xzQo0QQAABBBBAAAEEEEAAAQQQQACBTIAATsbBBAIIIIAAAggggAACCCCAAAIIINA8AQI4zTsn1AgBBBBAAAEEEEAAAQQQQAABBBDIBAjgZBxMIIAAAggggAACCCCAAAIIIIAAAs0TIIDTvHNCjRBAAAEEEEAAAQQQQAABBBBAAIFMgABOxsEEAggggAACCCCAAAIIIIAAAggg0DwBAjjNOyfUCAEEEEAAAQQQQAABBBBAAAEEEMgECOBkHEwggAACCCCAAAIIIIAAAggggAACzRMggNO8c0KNEEAAAQQQQAABBBBAAAEEEEAAgUyAAE7GwQQCCCCAAAIIIIAAAggggAACCCDQPAECOM07J9QIAQQQQAABBBBAAAEEEEAAAQQQyAQI4GQcTCCAAAIIIIAAAggggAACCCCAAALNEyCA07xzQo0QQAABBBBAAAEEEEAAAQQQQACBTIAATsbBBAIIIIAAAggggAACCCCAAAIIINA8AQI4zTsn1AgBBBBAAAEEEEAAAQQQQAABBBDIBAjgZBxMIIAAAggggAACCCCAAAIIIIAAAs0TIIDTvHNCjRBAAAEEEEAAAQQQQAABBBBAAIFMgABOxsEEAggggAACCCCAAAIIIIAAAggg0DwBAjjNOyfUCAEEEEAAAQQQQAABBBBAAAEEEMgECOBkHEwggAACCCCAAAIIIIAAAggggAACzRMggNO8c0KNEEAAAQQQQAABBBBAAAEEEEAAgUyAAE7GwQQCCCCAAAIIIIAAAggggAACCCDQPAECOM07J9QIAQQQQAABBBBAAAEEEEAAAQQQyAQI4GQcTCCAAAIIIIAAAggggAACCCCAAALNEyCA07xzQo0QQAABBBBAAAEEEEAAAQQQQACBTIAATsbBBAIIIIAAAggggAACCCCAAAIIINA8AQI4zTsn1AgBBBBAAAEEEEAAAQQQQAABBBDIBAjgZBxMIIAAAggggAACCCCAAAIIIIAAAs0T+D8AAAD//wuc2cIAAEAASURBVOx9BZwW1ff+WboERKQkpDtEREQQBWwRFUHEbkUxUEwUFCzUr4mKWKiI3a2gmIBIiqCCSHcttWyd/3nG/53f3dmZN+fdgHM/n92pO+ee+9x5Z+Y+cyKNpZAWRUARUAQUAUVAEVAEFAFFQBFQBBQBRUARUAQUgSKLQJoSOEV2bFQxRUARUAQUAUVAEVAEFAFFQBFQBBQBRUARUAQcBJTA0QtBEVAEFAFFQBFQBBQBRUARUAQUAUVAEVAEFIEijoASOEV8gFQ9RUARUAQUAUVAEVAEFAFFQBFQBBQBRUARUASUwNFrQBFQBBQBRUARUAQUAUVAEVAEFAFFQBFQBBSBIo6AEjhFfIBUPUVAEVAEFAFFQBFQBBQBRUARUAQUAUVAEVAElMDRa0ARUAQUAUVAEVAEFAFFQBFQBBQBRUARUAQUgSKOgBI4RXyAVD1FQBFQBBQBRUARUAQUAUVAEVAEFAFFQBFQBJTA0WtAEVAEFAFFQBFQBBQBRUARUAQUAUVAEVAEFIEijoASOEV8gFQ9RUARUAQUAUVAEVAEFAFFQBFQBBQBRUARUASUwNFrQBFQBBQBRUARUAQUAUVAEVAEFAFFQBFQBBSBIo6AEjhFfIBUPUVAEVAEFAFFQBFQBBQBRUARUAQUAUVAEVAElMDRa0ARUAQUAUVAEVAEFAFFQBFQBBQBRUARUAQUgSKOgBI4RXyAVD1FQBFQBBQBRUARUAQUAUVAEVAEFAFFQBFQBJTA0WtAEVAEFAFFQBFQBBQBRUARUAQUAUVAEVAEFIEijoASOEV8gFQ9RUARUAQUAUVAEVAEFAFFQBFQBBQBRUARUASUwNFrQBFQBBQBRUARUAQUAUVAEVAEFAFFQBFQBBSBIo6AEjgpGKDvv/+eZs2aRWeffTbVrFkzBS2oyFQhsHv3btq8ebMj/oADDqBy5cqF2tSePXto48aNgTJxvZQqVSrwuB6IH4Hs7Gx65513CNifddZZoY9p/BrpGdEQwG/k66+/ppUrV9LWrVud+2idOnUIf507d9bfSDQA9XjSCKT6WZC0gipAEVAEFAFFQBFQBPZJBIodgbNr1y6aN2+eM1j7778/NW/ePOLAzZkzhzIyMqhSpUrUpk2biHXDOLhw4UJq3bo1MTP17t3bmYSEIVdlFAwCkyZNokGDBjmNYdLfr1+/UBv+5ptv6Nhjjw2UiWu7bdu2gcf1QPwIjBs3jq688krnxNGjR9Mdd9wRv5C94Ix//vmH1q9fn68nIAwrV65MVatWpRo1auQ7XpA7cnNzaciQIfTCCy84hJtf2yB1DjroIL9De+2+9PR0+uOPP5z+gcSqX79+XH0FCTZ27FjC8/DPP/+kAw88kDp16kRdunSh0047jdLS0mKSB1Lt/fffJzznNm3aRO3bt6dDDz2U+vbtSw0bNoxJhqmUbJ+MnFQtU/0sSJXeKlcRUAQUAUVAEVAE9nIEhGgoVuW3335jGRLnr0+fPlF1P/jgg526hx12WNS6YVSQlz5XP5kMcU5OThhiVUYBIfD666+74ycETuitygTIlW+uY3spBE7obe7rAq+44goXcyHk9lk4Lr74YhcH+5qz12vVqsWXXXYZb9++vVBwuuqqq/Lo2KBBAxYinOvVq+fuFwKnUHQrrEbFmpMbNWrk9v+mm26KSxXc04Swcc+3xxvrYinK8pEjokwh/liInkAZ8jGFv/vuu4gy7IPJ9smWlar1VD8LUqW3ylUEFAFFQBFQBBSBvRsBWIoUq1LUCZzMzEw+5ZRTuHbt2vzyyy8XK2xVWeZUv7SLWT4vXbo0z9/QoUPdiZESOOFfhWJxwB06dOCWLVvyzJkzw2+gmEiMhcAxk/t27drxsmXLCrRn999/v/s7OPzww3nVqlV52heLD54yZQqLFWae/XvrBsj/p59+msWN08UF4xMPgQO8SpQo4Zwvljt81113sVg3sVihMT4wmPE+8cQTA2GEHr169XLrnnnmmfzUU0/xE088wfiIYmSUKVOGxX04UA4OhNGniA2EeDDVz4IQVVVRioAioAgoAoqAIrAPIaAEzj402NrV6AgUxkv7qFGj3EmQEjjRx0hrJIaATeB89tlnLLGBHMuLFStWOMTWfffdx+Ka5F6LIL0KqoCUMUSFuBCyuPwUVNNFsp13332XW7Vq5Y4FPggYoiRWAgdkiTmvSZMmDALMLthu0aKFI1dcqHjNmjX2YXcdJJJpG6SNt9jHxVXRe9jdDqNPrrACWCmMZ0EBdEubUAQUAUVAEVAEFIFijoASOMV8AFX9cBEojJd2JXDCHUOV5o+ATeB8+eWXvpXWrl3LsNQwE/aCssL5/PPP3TaffPJJX932lZ2wkjH4YwkXQIl/4+6LlcD5/fff3XNeeeUVX/hAqpi2XnrpJd86sLhBncaNG7PEKPKtA9INdeCy7FfC6pOf7FTtK4xnQar6onIVAUVAEVAEFAFFYO9BQAmcvWcstSchIFAYL+1K4IQwcCoiKgKxEDgQIoGe3Un9+PHjo8oNowJIG0Mk/PLLL2GILLYybrjhBgcLxG1DzCwUEGkGn1gJnLfeess9BxZXfuXbb7916/hZ1+AcYwkk2b/8RDj7evTo4cipVq2ab52w+uQrPEU7C+NZkKKuqFhFQBFQBBQBRUAR2IsQCD0LVU5uNs1fM5XWbV9K3RsNoAplKst7Z3gF6bmR9QJF/O/po48+iigcmTH+/fdfkpdhmjFjRmBdpBhetGgRSdwF589kuGratGmhph2GXjKhIWSQQdYQiU0R2IegA0ijLG4STjpeZJpBemxknSmMImb9TmpgZDAxulSpUiUhVYCJxESikiVLOhm/EunTli1baPny5STxGwhj/tVXX9EFF1zg6JOKLFR+HUVmpDvvvNM5lEwWKmRow+9jyZIlTtY1/E7ki7hfk1H3IUMMfjfAViZlVL16dSpdunTU84IqQKf58+fThg0bHJ2QPU4C08ac/SaMsQ7SLd79uHanT5/upIPv2bMn1a1bN14RhBTFEguJ8Ns0+Iadst6r1CWXXEIvvviis1sscOi4447zVnG233jjDZLAtu46Uq+nuti/AdyHo2UXDNIHeCJbE7ItAddDDjkklIxVyV6/Qfr67f/000+dezQyRJmCe5QEdHY2hcChhx56yBwKXOK50bVrV+f4+eefTxMmTMhXVyxjSAhkZ//UqVPpqKOOylfn+OOPd+6LOAAcJKBynjq4lnHvxLPqmGOOIYm7k+c4NsLqUz7BIe4I41kQ5vMt0a4V1XeZRPuj5ykCioAioAgoAoqAB4EwyajtGZv4hve68KnPleFhH3QXc+vwMzCFHcQYQWXHjBnDyL4i0OT7QwBIIYF45MiRvlDhazXq+P1deumlvud4dyIDiDlfyAP3MGIL2O4M0E8miywTLLdOpJWPP/6YjzzySJY0wfn6hZgHaBPBSguiSPpsJxCmkACBuqCv3nLbbbe52Mgk3jkskwg+/fTTGX0wYwa5J598Mu/YscMrIt82Yj3cfPPNLESWe76RYy9TkYUqnzKyI1kLnJ07d/Lw4cMZX79t/bEOt4dff/3Vr9l8+xATY8SIERF/C7hmJC13vnOxo3///s5Y4XozBUGD7QCotn5efMMaa2QtMr8n7/LVV181qkVcfvHFF64M41qCa+v666/nChUq5MFZUinzggULIsrDQdxrEPwV8UhsHMy60VXSaEeVlUiFWC1wbHeXv/76K5Gm4j7nxhtvdDFJJMuUTL5ZiCYuW7asK8fgWrNmTRbiKqpOyV6/URtIokIiFjh4rpjnB+ILeQMMI7OUOd6xY8fAjImwzDFYSrpwzsrKytOTe++91z3+wQcf5DkWaSORPkWSl8ixsJ4F8T7fgH2lSpWcewwyjCH5QSwF91LcJzBu3nOSfZeJpX2towgoAoqAIqAIKAKFj0BoLlQga0Z8drJD3gx8uTqvTV+akt6FTeAMGjTIffnESypIAfn660x87YlaUPphe/JtXnLNUr54x4QBXrTNOfKl1Aks6tXLHMcSL+PTpk0LlC1f4PiMM85wZdrnetfbtGkTKCeMAwiUak8cve3b2yDRvOXWW291+wECB6lqIxEv6HdQnAbIRlaW/fbbz5Vpt+9d9xIMXt3C2ravoXiDGCNmCVwtjO64fsVqLE/aYGSHmThxYkR1QfJEwtXIx/LZZ5/1lWViZWCCgYI2TWBa+3yz7sU3rLEOIozQbjwEjtETk38E+kVQX7PPuwRRBgIsqOB8EzDWe653+5prrgkSk9R++3cYFAMHk/PWrVs7/cTEMtJvKRllgBUIF/PXrFkzF1tkNjL77eUnn3zi26RYVjoku8ERvwGQZEhtbfZhiXtrJII32evXV7mQdiZKdiDjlMEAhMHbb7/taCSWcCwWPs4xEK4//PBDoKYgBnBPMXKQsWrz5s1OfbHqYbHSc46dcMIJgTL8DiTaJz9ZiewL41mQzPPtuuuuczHFOEUrCxcudOuDsPcW7ztDvO8yXnm6rQgoAoqAIqAIKAJFE4HQCJyJM0c65A2sb75f/GbKehsmgSNm3e4LEVIMI04AvuTaBSmfMWENig+AidlPP/3k/iFmgXnRTZTAufzyyx0ZmAjjazz6jHZgNWJkY8LjV5B5REze3XripsRibu/ot23bNkZKZUyE8FUaslJN4IgrhqsLCDGQFWKq72SZ+fvvvxnBS41FQjQCB3UN+YIJBWI8gMAA5kYG+oTYBX5l8uTJeb7QI907ZIirEGNCg9gbwNtg7CUY/GSGsS9RAgeTB8SlMPriBR79MAW4HHjggc5xkDPbt283h/IsQd4YXCFL3CAcDBcvXuyQEuIu5Fj4mHZiIXBAtJmJ3dFHH834Qo1Jn7g8uvp68bUJnGTGGtYw9m8SFnZG90QInLFjxzKsbCBD3PT40UcfZWADsu2kk05yZeN361dWr17NDRo0cOshpggmbOJS5vwOxN2Hn3/+efd4YRI4DzzwgKsHxipVBVY2ZkxiXT7yyCP51AERZBM1t99+u0sugHzCGNnEW9AYQbBN4CRy/eZTLsQdyZAd4p6ZB2sERQbhCNxB3gTdL231cY8Ul0dXDqxSBw8e7G6DDBK3S/uUqOvJ9Cmq8CgVwnoWJPN8wzMd5DrGAc8v3M8jFUP44L6Kc+0SxruMLU/XFQFFQBFQBBQBRaDoIhAKgfPrss+473NlHQLnian+k5iwIAiTwIHLhpk8RPoCGY/umCQbmYkQOMaVC5YLIDq8RWJuuPLNV1C7jm3ujkknJpp+xXzxTiWBYweBxAtqkHWJxGlw+hSNwDHYwBoKX4XtAqwM7tdee619yFnHuNSvX9+pgxfgBx980Ne6wNbZSzDkExrSjkQJHExoTZ/h/uFX4NJg6iBNtLfADB/XgKmDCbDfREJiA7l1ohE4+PJrCMJ77rknT5P4nZm2vPjaBE4yY52nQdmAK6FpMxECx+gC0tDr3oPfoLFcCnJHtK3hYFHiR6SB5DE6FgaBg+sAbkwYO+gBMiOVBWnC4Y5m/iRWjdv/yy67zN1vjmMJUsVbgJXBDcSaX4HVjcSDcurhtz937ly/ai6Bk+j16ys0pJ3Jkh3Dhg1zcTJ4gYwMssTyU1tiEzkuvOZ8s4Q7K9LAx1uS7VO87Zn6YT0L7GdFos83XOsGx6BMYdAbbrL4GIO6uJ94SyreZbxt6LYioAgoAoqAIqAIFA0EkiZw1m9fzoMm1HTIm8FvteXdWdFjkCTT9TAJHJghm5enWL5CxqJ3sgSO0Qem6X7l/vvvd3UGFnbZuHGja0mBWBD4ahpUUk3ggGCpUaOGoyssiYImTdAvVgIH2CBdrZ8bBL62ly9f3mkPLhjeYr/g4gt0ULFfyr0EQ9A5ye5PhMCBpdVBBx3k9Bf9xtgHFQlk7NSDa6C32CRQkJsgzomHwDHXMCzGvCVWAieZsfa2mSyBA13gfhIU58ZYvMGKyVswQTZ4wDXJjxzDOQVN4HTv3t0hLEDU4A/kE/QEeRFE4nn7Fua2yVIEHSSQfEyiQU6b+F64xr2xWWwhsDo04xDk6mMscEy9eK9fu72w15MhO3CvwJiafpklCAFYbsRakJbctnQ0ckAo+JGS0eQm06dosiMdD+NZENbzDdewsVSEiyXGyq/YrnCwZvSWVLzLeNvQbUVAEVAEFAFFQBEoGggkTeCM+Owkh7zp98J+/M9G/y+bYXY1TAIHrgvmJRSTYEykvS5U8eoeBoETKYgpAsganb1WQ/YxfE2PVFJN4Lz77ruunnZgZj+dYiVw4CoRZFEEubVr13baRAwUu4DcMWRHxYoVGYErg0pxIXAQv8FcB6eddlpQd5z9hmCAVZc3pgkIMchBEOhIAWvjJXDg2uVHVoDIg7sF/r6VFMZ2sS1wEh1rW55ZT5bAAakRicwzbhSYiHmLOQaMoUdQKWgCx1w73uVrr70WpGJK9ydC4IDkNvqD2I5WDJEJV07v7wDn2gROItdvtPaTOZ4o2QHLGAR3NzjBikwyTbnbINcRLD9aAQEGEtPIgbumHd8KbmpwZ42nJNqneNrw1g3rWRDW8w36nXPOOS6ukyZN8qrsbEsGSqcOSB6/kop3Gb92dJ8ioAgoAoqAIqAIFD4CSRE4Xy18wY178/HvYwukN2ESOFAYX2PNSymWIHJAOGCC7PeSH62TyRI4eFGL9CX55ZdfdvX1mr/bwVsRXyZSSTWBA1cRgytiy0QqsRI477//fiQxbCZoRxxxRJ56ttUHXpYjleJC4MAFzOCLCRkIu6A/xHcyddetW+d23w6KCZInUomXwJFUzpHE+R6zCZxEx9pPcLIEDmJPRCoXXnihiy8CiJuCr/Rm0gsCMVIpaAIHpB/6hT/EMzHXB1w6CqMkQuDYViXvvfdeVLUlbbrbT5AH3mITOIlcv155YW4nQnbg+WW77yEjISz18HyxXXcw9n7ulUZ/3L8NWQOi11iHIni0sbKEDAS99sZmMTL8lon0yU9OPPvCehaE9XyD7rDsM66LcGf1vncgRpn5fQbF4oOcsN9lIFOLIqAIKAKKgCKgCBQ9BGImcHZlpvOUv17jbbv/C5K6ccdKRrYpBC0e/WV+n+xUdTVeAscEXkSmHr8CKwGkQfVLwYyJDeIqxBOcMVkCB5lSIhX4yZuXOe8X/erVqzvH4FYQiQSC/FQTOHbGnUjuPdAlVgLHpBHHOX4FEwhgg3gXdkHqZoNZUDp4U7+4EDh27A/Tt1iWdkpxpKM350SLuxIPgWOyUBlMY13aBE6iY+3XVrIETrQU1HZ2J9uVBC4nBl8Eco5UCprAsclfWEIZPTGRRADogi6JEDg2OeF1J/XT3yYtcD17iyFwEr1+vfLC3E6E7LDdbWFphyD2dhk6dGiecfcjwRCryCZpvL8FkMAmFTmuIVgu2SSm3Z53PZE+eWXEux3WsyCs55vR376WvdZ+5v4CMtg7huZ8LMN+l7Fl67oioAgoAoqAIqAIFB0EYiJwciVF+FVvtnHImud//s81Z+TnpzjbF008mNN3B8ffCLur+FplJhswDY9WTIBRkASRCuKqPPbYY3nSpZp2EJAVGX1iKYVF4OCl2eiLOAXRSqoJHATIhD6IsxCtpJrAsb/UR3MRKS4Ejp0BBhNTEI2x/NlfyP/3v/+51wyu/UhFCZxgdMwEC9e7TeDYmF166aXBAuRIYRI4UAxWh+b+gcl+NAI4YmcSOKgETmTQ4iU7QLyYoLfIdBTkemq77yCQtLfcfffd7nWB69yvwC3SxB/DNfThhx/6Vcu3L94+5ROQwI6wngVhPd9MF2bOnOniDHc0U+DSbbCNFLvN1McyrHcZW6auKwKKgCKgCCgCikDRQSAmAgfqnjOhlkPYnPNKbX5z1n3Oet/x5Xj+6vyZklLZPTv9bI8ePaI2ZV5++vbtG7WuqYAv0jCRNgEy8VKK+Ba29YKp610WFoED1xgzAQvKhmN0RQwYkzY6FVmo8CXQ6IKvs5EKviiaLD9YeksYVhlXXXWVq4/fV2a7TTtbi/dLqF0vzPVEghjbX9eR+jmRYqcXfu655yKKsF22omWhStSCIYyx9utEYVngvPnmm+5155cZzdbVTgMczRrKPi+edZtosi1wIAPp5w3Zjd8uxrsgSyIEjj0Zj/a7Rl9idaFK9PpNJV7xkh22pWYk8hCTfRMfDNZXXmtJY9WIYzb56+0ryGNzz492rZtz4+2TOS+ZZRjPgjCfb3ZfbBcoQ4KBWDe4BmVxtGV415N5l/HK0m1FQBFQBBQBRUARKBoIxEzgPDzlfIe0gcuU+Zs4c2SB98ImSPy+GNoK4SukefmJ9BJrn2OvI4uTHQAyWrBYnGvrl0ga8URdqJC9Al9a0V9MxCIVpH01uKSCwEHbhpQB8YUX3qBiuzWkisAZPXq0298nn3wySBXGV1CbtCvKBM4XX3zh9unUU08N7FOkAyBizHUwYsSIwKqIp2SIUNRXAicvVDYxYlvg/Pjjjy6+kTJ8wUXTpLgHvoVB4KBHcI8x1wMC/UbKYpcXgeS3EiFwUhXEeG8gcOxMSyZmTdAo4Tllxt2OPYUAyMACx+BOHKmA3DEy2rdvH6mqe6wwCJywngVhPd9cMGTFjs8Dl2/EwkHmQOCKrHHJlETeZZJpT89VBBQBRUARUAQUgdQhEDOBM+3fj1ziBgTOrR8dwzm5wRPz1KnMrvUIJpWZmZmBTdmxHWLJtOEnaNOmTYyU3HiJQgaPaKWwCBzoBf3MS3RQRqGHH37YrYO6cJdIRUEgYaNLUBDjl156ya2Duojh4y1hWGVMnDjRbScoiDGskrwpcosygQNSzEwikLFp/fr1XuiibtsprmGd4Fdgwg+TfjOWWCKOhF9JNoZIGGPtp1dhWeAgHbbBDQSNH5EJVyUQw6YelpGy0Pn1L9Z9NtHktcAxMmDVaHTp06eP2Z3yZSIEjp1GHARDJLcv28IpWhrxvYHAsYmKaO6RNon+/fffu2MNPE3wYtxjvMF13YqyYl/rPXv2tA8FrhcGgRPWsyCs55sXHPv3Z1uDIl5ZsiXed5lk29PzFQFFQBFQBBQBRSA1CMRM4GTnZPHlk5o7JA7i3qzfvjw1GsUg1Z7wPP/8875nYLKEF0lMRvBC7k1xCuucZ555hnfu3Ol7vtkJE3Nj2dK7d2+zO3BZmASOHQjRL17BI4884uBRpUoVN2hzrF9LAzsccODyyy93J4J+7mv42o9xwQTBWB8AZ28JY1IP03MzKUUWFW88CEwkWrdu7dQxLgOoX5QJHOCEzDGmX4cffnjUaxlxnGCpZQq+msNCCjLgIuENBAu3PMjFcfMlGOtBGWuUwMkbAwcTXhNYHLjBrcUuuPeYbDb2dRct65UtI571WAgcBKU19zvoHItrUjw6BNVNhMCBLDuYdxBRgXu4ScOM6x0xW/xKstevn8yw9sVLdnz22WfuvQF9DwosvHnz5jwuVN6A/QhKjOsAf0idHVTGjBnj1kM2vFhKvH2KRWa0OmE9C8J6vnn1teNmGdxB1Ef6UJWqdxmvbrqtCCgCioAioAgoAkUDgZgJHKi7ddd6/mv9DAaZU5jFji0Bl5cPPvggjzr4cohJkHkB8iMzYHGB4/iyiC9deKmHybhdli5dyqeccoorB3FHohWbwMEXbFif2H9+X+EzMjLcNhJ1oYJes2bNctORom/4kj9nzhz+5JNPGOSTwQOTMhPEOJobWrT+Bh1fsmRJnokggqSCIMCXf5uAGz9+PA8cONDVDVjYJQwCB/LsNkEYIcYAsEGsDxMPCGbrtlVQYRA4CLJsXy9Y916XBh9c52ZiirGFFc3kyZPZYAgCAZMkuDy1atXKwdhrpQDXQnNdHHjggYzfFiY5jz/+uBsTBRlX7FS2GBO/kuwEOKyx9upmW+CMEFcxG9+guBK2i5o3845Xvk2M2C5UqGfHsIAlH6yXkJ0KZE7jxo0d7BFs1na3ApmRimLrGWSBg3bt2Eh169bNE5g5FXpBZqIEDqwKcA831/Dw4cMZVmOmIOg97nHmOCbeQSXZ6zdIbrz74e5iX6NYxzPO9AFWhN7juPfbBdehnR4e9z888+yCe3S3bt1cuX7YjB071j2O++Tbb79ti3AIYdxfDBEM1zu4XHpLGH3yykx0O4xnQVjPN78+4DlkxhpL/B4jlVS9y0RqU48pAoqAIqAIKAKKQOEhEBeBU3hq5m8ZE0z7JQfpwvFie+KJJzLSbZpjsBzwflWENPPSY+phCSsEBHTs2LEjQ57x/8cxvOhG+gpmNLQJHFu2WbcnF+acsAgcyLMn5KZNs4T1iYlfYtyFQACkqtgTcqODWQJbE3z35ptvdsfL+3XclpFMaulFixbluS6MHmbZpUsXJxNQYWehMvrYy/nz5wcOEaxoYEVl14drIWIbVaxYMc9+1PESOHB9qFatWr56Rh7kYLICaxH8PrAfMZT8SrIT4LDG2qubTeCYfpllkAVaWAQOLB8MeWbatJf4uv7zzz+zHZz9pptu8nYhlO1YCZzdu3fnccdMFaFkdypRAgcypk+fzgcffLB7DeM6BUFtB2UG5uedd56Tocdu115P9vq1ZSWzbmNhXyuR1vG88hakgzfECs7Fc/H4449nuEwde+yxeQh2WIB5yUcjD89Uu21cz+eeey4PGjQon9spCB+/Elaf/GTHuy+sZ4F9v7LxwXqszzc/3W2yDh+ocG+IVFL1LhOpTT2mCCgCioAioAgoAoWHQLElcAAZMufY5v7elygEIMYXWr+Ciexbb73lvIhGmsDiGFKpwkw5llLYBA5cZKCvTT4BFxBQ+GprivlqfdRRR5ldKVmCaANxZI/NoYceyt98843b3quvvuoe92ZDsl+SkyFw0BjcQ7yTabiT3XHHHa6LQXEjcNAvXHNDhw5lk9rWxhrrsPQYOXKkQ8Sgvrfg67j3qy/In+uvvz7PhNdYjARlFkt2AhzmWNt9LEwCB3rg3mEHDseYYGKGCTAINBQQl2bc7rrrLmdf2P9iJXDQLn6fRh+QALNnzw5bnTzy7Am+wSRPhSgbIMYHDBjg+zyAZdkLL7wQRQJzstdv1AZirGBjYcYg2tKPwEFzuOeDnA46H2QXLG+CnpOQAfIWlmuwrgmSA2sfWHoGlTD7FNRGPPvDehYk+3zz0xkEqnmviWaRi/NT9S7jp5vuUwQUAUVAEVAEFIHCRyANKshLWbEtYhVDMvmhGTNmkJiRk7gpkLzMksRdIZmsx9QvIT1Igv6STBxo9erVJC9QJJY4JO4DJF9ySV5cY5JTlCpJWmCSL/skabpJXAhIghW76gEz4ITSv39/EiLLPZaKFYmzQDKRIAm0S2LxQGLhlIpmYpKJscb1IhNSEiKChNgicQ2I6dyiXkmIHOd3IEQXCYFHMqly/6LpLu5WJK49JJm4SCa8dOSRR5KQl9FO0+NxICCxl2jatGkkcZ9IJtXO/cWcLrEvSKwjnE2xYqDBgwebQ7qMAwGZzJK4TZG4RzrXL+59eB7sywWP+O+++46EtCDcG3AfbtCgAUnQexILzJifk3g2Tp061ZEBOXiGQAb+evXqRWL5V6xgDutZEPbzTdwsSdyfnXs4xgzvILGWvfFdJta+az1FQBFQBBQBRWBfQaDYEzj7ykCF2U+8hB999NGOyHvvvZduv/32MMWrLEVAEYgTAbGaI7GScs4S1xfq2rVrnBK0uiKgCBR3BMTaicTSkSSAPElsOJo0aVJx75LqrwgoAoqAIqAIKAIhI6AETsiAFpY4ibXhfN2XNKQRVcDXWFhXwCIGVhqwumjZsmXEc/SgIqAIxI+AxA5yTsKELFKBtZzEpCKJ1UUSYJtgqSNuh5FO0WOKgCKwlyEA6xkJ9k+S6pzEbdGxFJXsiHtZL7U7ioAioAgoAoqAIpAsAkrgJItgETkfrlKSzYYkpo1jUQMLG+MmZVSEm5jEO3DM4LFPUhjTG2+8YQ7rUhFQBEJEQDKdUb9+/Uhi3ZCkVnbcGEGa2kWyQdGVV15J//77r7P7mWeecbbtOrquCCgCezcCcP2TwNCuO7NkvCSJCbZ3d1p7pwgoAoqAIqAIKAIJIaAETkKwFb2TDIFjNJMgqSTpn52YM5K63IkLIdk3COsosNR5//33SYIZm1N0qQgoAiEiAAJHUha7EiUwtEPi4Ks6XCQQq2Xp0qXucQkaTY888ohjGefu1BVFQBHY6xB46KGHaPLkySTZ0wjPZcQeg/sUCuL34dksAab3un5rhxQBRUARUAQUAUUgeQSUwEkewyIhAUFoJ0yYQC+//DL98MMPyC7mqxcC1MIKRzLdkGS68K2jOxUBRSB5BCQzEj377LPObxLWb0EFwdZvvvlmx30iqI7uVwQUgb0HAfzeQeLYBRazkq2Lhg8fTiB7tSgCioAioAgoAoqAIuCHgBI4fqgU833IEIIMVHDLwB+y3iC2BrJZnHTSSUrcFPPxVfWLHwLIkjdv3jzH4gbZ7qpXr+5kR0JGtu7duxe/DqnGioAikDACU6ZMoY8//pg2btxItWvXpubNm1Pv3r2d7GAJC9UTFQFFQBFQBBQBRWCfQEAJnH1imLWTioAioAgoAoqAIqAIKAKKgCKgCCgCioAiUJwRUAKnOI+e6q4IKAKKgCKgCCgCioAioAgoAoqAIqAIKAL7BAJK4OwTw6ydVAQUAUVAEVAEFAFFQBFQBBQBRUARUAQUgeKMgBI4xXn0VHdFQBFQBBQBRUARUAQUAUVAEVAEFAFFQBHYJxBQAmefGGbtpCKgCCgCioAioAgoAoqAIqAIKAKKgCKgCBRnBJTAKc6jp7orAoqAIqAIKAKKgCKgCCgCioAioAgoAorAPoGAEjj7xDBrJxUBRUARUAQUAUVAEVAEFAFFQBFQBBQBRaA4I6AETnEePdVdEVAEFAFFQBFQBBQBRUARUAQUAUVAEVAE9gkElMDZJ4ZZO6kIKAKKgCKgCCgCioAioAgoAoqAIqAIKALFGQElcIrz6KnuioAioAgoAoqAIqAIKAKKgCKgCCgCioAisE8goATOPjHM2klFQBFQBBQBRUARSDUCuUyUnZ1LW7Zl0fI1O2jZ6p2UlraHKpbNpd170qh2tRyqVXs/qlRhP6pSqSKVKlVSjqelWq3CkZ+bS5SV7fzx1m2Uu3It5a5aS9nLVlHOhs1UqlNbKtfvxMLRTVtVBBQBRUARUASKKQJK4BTTgdtX1F61alVgV6tWrUoVK1YMPK4HFAFFoPAQ2L17N23evNlR4IADDqBy5coVnjLaciACW7dupZ07dzrHa9euTSVKlAism52dTe+88w7t2bOHzjrrLB1TD1JZ2Xto1t/p9Otvq2nDju20atNuyt6TTftXyKDNW7Npw7YSlJFRgupV3Uqt6mdRvbp1qHGjRtS6RUOqVBG/j72DyOGduyhtw1bimQuIfviVaMFiylm1hjKzd1F2mZKUkZZLGZxFpY89imo/dr8HRd1UBBQBRUARUAQUgUgIFDsCZ9euXTRv3jynT/vvvz81b948sH942Zw5c6ZzvFKlStSmTZvAukXtACY+f/31l6tW27ZtU05W/Pvvv7R27Vqnzc6dO+d5kbePHXrooVS6dGlXNxvndu3aUYUKFdxjyaxArt2OV9YTTzxBQ4YM8e7WbUUgaQQ2btxIixcvzicHk1vcS6pUqUI1a9aUr+el8tXRHf8hMGnSJBo0aJCzgUl/v379Qodmzpw5MiHOyCe3bNmyzhhVq1aNQPTGU9asWUMvvviiM/7//PMPbdiwgQ4++GBq1qyZ84dnTq9eveIRWaTrXnHFFfTcc885OuK6B9kWVMaNG0dXXnmlc3j06NF0xx13BFUtkP14F8A7AUq094HUKpRB27YvoyWrptOkL3+nUiX3p9ZND6SsrLK0YWsZWruhPC1bU5Ka1NkkVjlladq8atSh4VrqcPAG+nEWUdvmdem8M1pSm5bNqHSZsqlVNYXSefNWIWv+Jf7qR0r77DtK2yNjU7kUZZbOod1ZO2jP7q20J3unQ+Rk5u6hSn3PpHpjxqVQIxWtCCgCioAioAjsfQgUOwJn1qxZBAIBpU+fPvTRRx8Fjsr69eudSRYqHHbYYTRjxozAukXtwMcff0ynnnqqqxYmKu3bt3e3U7EyfPhwuvfeex3Ry5cvp3r16rnNnHHGGfT+++8729OmTaPDDz/cPfbnn39SixYtnO2VK1fSQQcd5B5LZkUJnGTQK7xz161bRzk5OVSmTBmqXr164SmSRMuvvvoqnX/++RElgMg56qij6NFHH3Um9hEr74MHC4LAady4MYFkiVRwb7rwwgvplltuiVTNuWbHjBlD9913H+3YsSOwLtxdcuEaEqHA+mjLli1ODRAiIJSKaomHwAF5AxIHBYQciLnCLHgXwDsBymmnneY+owpSJxaXqfnLptOyDe9QuZL/0JpNTGvTa1K5tNJUsURZmjL7MPrtz8bU+KB/qVur32jT1rKy3YyWr65BjWpspfTtWbRu3R46eP/ldPFZ7aj/GcdS+XLhfAQpMBx2CFEzbT7xx1OJpvxCaRVLEpXdTZl71srvStymyqUT759NJWqmUVpVsfAqV4K4dAkq2f5sKtv3mQJTUxtSBBQBRUARUAT2BgSUwCmiozh58mTq3bu3q93ff/9NTZo0cbdTsYKvsHiZR/npp5+oa9eubjP4+gwdUJ599lm3Hra//vprOu6445wJOyYukUzwUT+eAssfu/z66680YMAAZ5da4NjIFJ31Bg0aEAhAkHwg+4pjiYXAMf3Cl/93332XjjnmGLNLl4JAUSFwzGAMHDiQXnrppUC3n1GjRtFdd93lVMc9rH///gRLRFjxwDIR1/SUKVMcy8hoBA7aufjiix1Zn3/+OZ1wwglGjSK3jIfAgVUoXKfgQoXfiPmYUlid6t69O/34449O8+eccw699tprBapKlsR3+frXrfTeb99Sxw4/Usuaa6h0iXK0dGM1WrGpPJWnLEpP35/+WdWAODuD2jacTiVou1h1VaNZi1rTP8sbS8AcppI5GZSzO53KZM2j4dcdQf1OP0VIv3IF2peEG1u+lviFjyjt42+JSuUQld9BuXv+odz9VlNa0xxKa1KOShwgfSlTipiF/JT4QLmCWw5i4zQ7k8r1fDrhpvVERUARUAQUAUVgX0RACZwiOuqY+B5xxBGudqtXrybEJ0hl+eKLL+jEE/8LKPjGG284L+poD6QMrA3MpAVfYZ955v++mj3//PN02WWXUSPx5V+yZEkqVXRe1vHSjqIETkqhTlj43kbgwHIDlmksn9rh2ggLo99++42efPJJ9+s/XP0Qr+nAAw9MGLe97cSCJnDgSgOrL7hUYYwwHriPTZgwwY3xcv311zsWU16s58+f75ARWVlZVLlyZYeoCSIncI+D5U+ksrcSOJH6XBjHQIx9+eWXTtOXX365ax1UELpIaBt698etNGbiaqrbaDmddfKPdMhBGdSoShnKzC1Jc4XAmbGkEm3eUJJqVN5CaSV2Comzi0rk7qQl/9SU67Ma7dhenlYsb+TEyUnL2kW5uzdSxZzZdMv1J9KAfqdSyaLsoin3Q37uQ0p76yuiDLE22y2Wl+X/pLRDNstfFUqrUYVoTxaJjxsx5RKXE6ucymWJy5chKi3rskir0YdK1B9TEMOlbSgCioAioAgoAnsNAkrgFNGhhG+/7TK1bds2Z2KRSnX/+OMPat26tdPEww8/TDfeeKOzbrutYYfXsgJfrfH1GhYI+EKdyoKvrUrgpBLh5GXvbQTObbfd5rjVeJEBoYkJJCzQUF555RU677zzvNX22e2CJnBgFQICx1u+/fZbOvbYYx0XqSCSGQQdXEhRQE6bOC9eWbFuK4ETK1LJ1bNde2+44Qb63//+l5zAmM9mmrdkF904biUt2czUt8cfdNGJC+iACiXpwLKViEum0cqcXPpzU2mav2B/2pGeQzWqr6D9K62lVasr0Oy5jWnZsjpidZMt/EYZytolLnlC4FDmTsrdtojq1txKo0ddRF07HSZhjYtgYOOdu4nvfpnSvv+FqMRuys34naj9MkrrVo7S6gqJvT2TOEOIm8rlKa1mdUqrJq605StJXelLdqYQO7soS/qaU6U3lat7T8yoa0VFQBFQBBQBRUARkA8g8lVZPLiLT7HJhL05Bg6+8touU/gynOqAqdu3b3dJouuuu44ee+wx58LAxPSCCy6g8uXLO9Y4CFKcnp5OJUvKVzQpOIY6iDOBiUsqixI4qUQ3HNn7CoEDtOBq2K1bNwe4wnDhCGfEUiOlqBA46B0InG+++cbpqJ87KtylTDwXENktW7ZMChQlcJKCL+aTQZgatykQcPiQUBBl554cuufNpfTJt5lUomoWPXTJdOrVagftyhGSgspSuVJlaXVONq3PyqTsnbm0brtkXcraKtY25ejb71vSmtVViEVG9h4hbsR9KldIDRYCkrLESmfXKuLdS+j4o6rSfaNup8oSML1IlW2i41X/o7Q/hLQpJ1m2smZTiXM2UIkOtYl3lCTeso2oZlVKE7frtAMaSP/kPSF9I63etprmp6+hZRnbaXXWHtoo+LSvP5Aua/9fAO0i1UdVRhFQBBQBRUARKMIIhE7g5ORm0/w1U+WFZSl1bzSAKpSpHGr3U0ngwAQf8kGewGUIJvTIPlIYBZlQ6tSp4zSNr8r4ulwQBfE8kFYWXzYR1wPl5ptvpoceeoiOP/5411zdnuTA8ua7776jESNG0MiRI51z/P6FgW/YBA7cLDDmwLtGjRqOmxosn2JNeYwAqrNnz6bMzEzq2LEjNW3aNO4YQNOnT6dFixY5Fkz169d3oYOFxw8//EAIxn3KKac4BJp70GclDHx9xMa9K0wCJwx84+6AnGDHwAmywIFcxEYxro1e18JE2o33HFwbuIYrVqzoZOFBwNxEYlABZ7iFgZRF7C24EcVbELQXcWJwv8J95KuvvnLIXchJVRYqO4hxkAUO2reD72LMkEHMLvh9ffrpp84uWOwcffTR9uG414sqgYPvNeg/7nf77befE9/n1ltvJbjBokTLQhU3EAEnIEj03LlzCQHwYRV1yCGHOFnDAqoH7rbj9yD4NH6rqS745DXj3wwa8vBCSs8qSeX3T6MnL5lL3Zpl0G4hcFgInFIly9BiISi2ZGYQS7alHRL/ZsVKok8/b06L/6xGJSXdOGdnyV825WZmOX8spAZni2VL5gbKlfenSqWX0cP3D6ZePY8hBM4uEiVdrGouuI/SliwUN6gtlLP/bEo7V+LeNaxHuat2SPDiMpTWvgNR7VbiUpVFO9YupsliUTSZN9A/EgNnZ5kqlFNCLI6kM3sk0P1xlU+hBxo8VCS6pkooAoqAIqAIKALFBgFY4IRVtmds4hve68KnPleGh33QnXNzc8IS7cqRSQYshpw/scBx9/utSBwEt65kofKr4uzbuXMny9c7lmCVbn3ThkwQWALn+p4rAS5ZJkssljEsE3DfOt6d99xzj3MOzhM3Ke9hd1tcplxdZDLk7k/1iqQBd9pF30yRuDjOvgceeMDV6fXXXzeHuWHDhs5+Sb3r7rNXEsXXlmHWhdBwdZAYOGZ3XEshRvjxxx9nIWxcWWa8sZSMMSykFH///fe+ciXDEt99990sqaTznS/EH0ucDfmYusf3XJncOuMv1gnO8WuvvdaVIZNmXrhwobNfJlgs6YrdYxIPSX5Pub4yw8TXt4E4dwoJ5egtrnZxnvlf9WTwTahBn5PEoszFXiaFPjX+2yUug249CQIeWC/MAzLp5YsuuoiFtHHbNtevTPTc+4v3noR+4L6DPyFsHJWErObTTz+dcZ6RIfF8+OSTT2aZZEdVG9epELwsxJF7vpFjL4XAiSorkQoy+XfbDfrNQa5kC3PqCSnu28ywYcNcOeh7sgX3QtN/CWIcs7iZM2e6YySkecTzJDaTW1eCvUesK1kMWYIPs1hRunoZ/eylEDh55AiZ57Zhrh2zFJIzT91YNoT4Z/PctNvF9demTRsWMjsWMW4dcZty+4N7ekGUzOwcfuCNJdzq0vnc/oa53PbmBXz9xF/473Xvcy5/yDk5X/N6/ponp3/FE5d9wS8s/pRf+PtdPnv8T9xp6DzuNPg37njJdG5/7s/cZsD33KrvZG550hfc/PgPuVmvN7lpt2e56aG3cf0Wg/ju0fdxZqb/s6Qg+pqnjR27Obf/ncwtT+GcDl05+7SKnPul/H3XmHMm1eDcWd2Zd8m9MuM+3v3POfzOb82434L9ufPqJnzMxiO5x+ru3HLuYVxrcleu8GZPLv38SXzhlwUzZnn6oRuKgCKgCCgCikAxRwCBOUMpIGtGfHayQ94MfLk6r01fGopcr5CwCRz5Gskgd8zLJF4kxYqCJRipuw+T7okTJ3pVYUmr7dYRU+58x707JC02161b1zlH3C68h/Nsi8uUKxvnFFTB5AVYiFWB26TRWb6YOuQGjmPCg4LJNiZ82CeZs9xzzEoy+BoZ9jJZAkcsBLhXr14uttAb+kvsn3wEnh9BhP54z69VqxYb0gLy8NepUyd3kmzrD7IPx0GAjR07No8e2C+xOFiCsDr6GFlmKbFWbFHOetj45msghh3XXHONMznEBBF/4mLn9AuTerPPuxSLCF/JyeLrKzSBnbESOBI41ekrxnXx4sUJtBTfKePHj2exksl33ZhrxF56CRyxtHDPA4EjVnMRiRexwgskDaE1yCux4nBl2m171wuTwEFfxaLO0RPEl1+R7EoOUWH0lpTULAGr/ar67gOW9jVuP1NAHtnH7HVx68ojDwSO0UFSmuc55t0AcWbqLl261HvY3YYcUy/a0kvgeO919vnxEjgvv/yye2+AHNx3xVXNHRuz75FHHnF1j7aCDy9GJ7EiilY9lOObtuzivrfN5uZXzOVOw+TvzgV8zJjf+d6vv+eF6V9yjpA3c9Kn8jWfz+NTX/qDT372d75w0nTu++RvfPgt87jz1b/xoQ6B8xO3PXMqt+7zDbc48fP/T+C8xU27jhMC5y4hcC7gPn2Pl+twXSh6JyVkt5BIlz/A3PRkzml3OGf3L8/87X6c+3Ujznn7IM5dfQFz9iNiPHQLT19wBJ+/uBp33NaUe+/sxYev6MkHfHcSl55wC5cf8wlXG72I64xcxw2Gb+ahb0YniZPSW09WBBQBRUARUAT2QgRCI3AmzhzpkDewvvl+8ZspgypMAgeECr4GmhfAQYMG8YYNG1zdMWE2RA4moxIjxj2GFVhEYOKP8zGpijaBswkfY4GRR6BnA8QRZMMSo6DKVVdd5bSJr6ziFsTiTuVsQxeQSuJW5mxLTAlHpZUrVzrb0NPb/2Tx9etzMgSOZNPKY9WCCaq4TeQZV0zaMDGRtOj89NNP51OhR48ebn9hmWR/+YY1gsRBcY+3atXKwcwWYggckEOw4MFETzLlsKRpd86DfLQLPEGMSMp2V54E6LRFifV9ctdvHmFJbIjLlKsj9I7lL8gSIll8k+hGnlNjIXB+/vlnd9I/dOjQPOenYsO+FoCxZH7jTz75hEF64XcIEqFv374u/pEIHFiFGPIFhPVbb73lyME9T2JvuTJsSzu7TyBrYalmxlpckBwZ+D3gHvrLL7/wkCFD3OOFReCAYD7ppJMcPdBfcTezu5Fn/Y477nD1Rb9wXQPTWIq4TOU51+ASbem12gqbwAEhbHTAPV1im7FkG3TGCGQ2SDhYG5o6XgJnwYIFLHGe3D+bDIqHwLEt1WA5husK92MUPGdwHdsWsEHXnXcsxG3K1T2WZ6r3/ES2Z/+5hVtfNItbXzWbO908j4+4ZwEf/cgCPuHp+XzXjzN5Xea3/P3m6XzmpH94wOt/8oBXFnCfZ+bxoBem8wkPzuBuN0/nw66ABY5F4JwEAucjbnaMEDhHPsdNDh3Fjdtdzocf0YRnz5qaiJrhnZOZxbkPvCLkTR/ObdONs0+uJOxtBc79vIGQN3U5d5V8vMp6nLeuvIRf+LMJH7blQD4ipysftf5ErvZDPy734nNc4/GN3EEepz3GMncdk8kdbt/KzQav4KHPBv8ew+uASlIEFAFFQBFQBPYuBEIhcH5d9hn3fa6sQ+A8MfXylCJkEziYBA4cODDwD19RzYupnwsVvvSZ4xLE0lfvDz74wK2Dl0VvgWWOkXHxxRd7D+fZBimAurDYwEtrtALXKdSX2CrRqoZ2/P7773f7g8mYxJxxttu2beu0cemllzrbILZQMImFjpgceF0YwsDXacT6lwyBA5cDM1aSYcuS6r/qdVnCJNScD/IHBIpfgXWJqffUU0/lqWIIHEwO4cJlCEPJ+uWcA6JQ4i6xxHZwz2vRooVzDBYUdkkFvrb8WNfhFgi3MfNniAFc52afdynxkvKJDwPffEIT3BGNwMHkFe5yGGe48cDlMZUFrk7G/QXtgnDxK7fffrt77UUicDA20L1fv37uRNrImzp1qisDLn7eAiLbWJyBuH7wwQd9LXUwCTe/g8IgcOBCC6LZ6CBp371dybd99dVXu/XNebCuBEkWqcyYMSPPtW63Cxc17/VvtkF02SVMAkdie7nWWiBHQNz4FWNFhv56CRxv/Y8//tjFJ1YCBySaxBVzzsP1EuSSLMGl3d9UvXr1WGJ6eZvPtw23KTNOH330Ub7jqdjx7pS13Oz8mdx2sBA4YlHTddQC7vnoAu7xxELu++oiHvf3HP5i66/86Lzf+eUVM3nET7/ysU8s4JMfn8WnPDKNT77/Wz7i+p+57QXTue3AH7j1qd+IC5UhcMSFqqsQOIfdy43bD+FOnZvzF58VjGVRIFYfiytx89OZW/TgrC7VOfe9Mpz7WT3OeUPImzVi0Zb9GK9Z2p9vWlmbW+bU52OyjuFmf57MJd79H9d5YSN3m8jc8/lcbn/bTm586ipu1Wkhd2r+Kx/V4Du+7+o5gc3qAUVAEVAEFAFFQBHwRyBpAmf99uU8aEJNh7wZ/FZb3p2VWpNYm8AxL26xLL0EDl4qDzroIOflDxOjSC+umFCjDT9LGEzizRdrmITbFhk25Hg5NXEmYPYdSzH6RXO3ikVWrHUko4f7QgyyxHz1P/vssx0RttsPvvrjqyew8VpUhIWvV+9ECRy4fxnXE4yjl2zytuPdBpljYv2ArEIckqAigWXdyTYIGTuWiCFwgJntIoHJkLmOQdxt2rTJFd+lSxfnGL6em5IqfI38ZJZmch9PDJyw8E1Gb/tcm8ABgXbmmWe6f7ZbCVwO7bGyZYS5fuqpp7rXRyQiIlYCB9caSFn72jT6YiwMWeQXZwyxdMy1ahON5nyzLGgCB6SqPU5wA4WeIBTffvtto1bUJerid2v6iCWs5SQrn+MyGlWAVEgmBo5p174/+LUZzYUKcbOMrEjWKakmcOA6ZfQ499xz/bri7rvpppvcuoi5Fq3ApdDI9rqjRTs30ePj31/ODQf9yu1ggTNMCByxwAGBc/wzC/iUFxZyv0mLeciXi/iunxbw03/N5Gf+/J6v+XgGHzHiDz7yzjnc+66fuMu1P3O7i3/hVmf/wi1OncotnBg4H4gFDgiccdyk091C4NzAHQ5rwy++8J+7cqL6JnXeDiHRTryGuXFPzmnVkPnJksxf1+KcV2px7r/9hLwZw1uWX8CXr6nBrXMbc/ddPbj6b+fzfm99wx2EYz5GyJuOt2Zw216b+cQ2K/naln/xLW3+4GFt5vI1LX7gF4b9npR6erIioAgoAoqAIrAvIpA0gTPis5Mc8qbfC/vxPxvnphxDm8DBl29MaoP+7BdTL4Fjm3TDUidSkexLzksi4ih4rTJwnv0SGTShMS+mIBFWrFgRqTn3mHGrQfsFVRC417wQYwIGNx5swxQfBeb05jjM3vH1HduYLNglTHxtuYkSOAgIavSOFJTWbsteX7ZsmXt+LOMhqdXd+nZgTkPgeIkd2/p2ZlyaAABAAElEQVQE14pdjjzySEeWTeCkCl+73UTXEyFwwsI3UZ2959kEjrluvEvcX/zuB15ZyW7DksSQj3B3imS9FyuBA5LQ6/Jo62nID5BVdkF/DbEMVxi4DQaVgiZwvOODbegYiWwN0h2ulPi9md+rkQ13o9WrVwed5u4vbAIHfTY649kX6Tq1n5ORPmSgc4lY4CDukNHFa3HkAvb/V5ZKLB9TFy6q0Yp9jUWTHU1WrMcnfLaK65zxC7e7YhYfOnQuH3HX73z0mAV87JNiZfOcuEu9uJBPfv5PPnn8Ij7xmYV8zutz+PJ3ZvAZY3/hYR9N4sd/fIjv+3gU3/7KcD7zrqe4Tf+vuNnJ3zgxcJr3fF0InGckBs5wcaG6gVt2Pp5HPHBFrKqFW08+cvGLHzA37MXZjVtz7h2lOPebAzn3JbG+XdJHAuDdwxsXn8mDV9bgtrmtuO3qblz6i4e4wXsb+Wg5rfXITO7edQff0G47P9pjC997xEq++fC5/PD5f/DE0Ut4yhsrePGcLeHqrNIUAUVAEVAEFIF9AIGkCJyvFr7gxr35+PexBQKXTeD4fR22lYiUhcoQD3hZRJBJuNQE/SHQonmphExvgTUHTL5RB7FivAQNfP3NF118JY61dOjQwZEZzzmxyg6qBwsi01dgJOl0nW24kqHAfQIWKKgzatQoHjx4sLMOVza7hImvLTdRAgduEKZfiZjaS0pk93w/txJbR6zbsRkmTJjgHjYTQmSxsotN4JhMVOa4H4GTKnxNm8ksEyFwwsI3Gb3tc20CBwGpDUncvXt39zpA/KtIZIotL5n1Z555xm0TLo6RSqwEDuJxRSrG6tBLzNq/P8R7ilTsyXVBuFCBbMY4IfaOHZ/HLwB9JL3tY8iaZDJYmfsHLC6jER2FTeDg3mz0xQeGSCXVBE7Xrl1dXaIFhgbRZMYOFo/Riu3iHCmrYzQ58Rwf994/3LD/DG576Uw+5NrZfPht87j76N+5p8TBOe6pBXzSs2KJI0TOyeMkLs5Tf3DP/8k1dN9CHvjMtzx+zkP89qKh/OIvl/H4yWfw4+/25SEPX8i9L3uEGxzzDTfs/p4QOE9y0063c5P213KDNhfzA48+E4964dVdupJze17CXK+LxL2pwvxBBbG8EfJmSjshb27l3csv5PsW1+NGWbWEvOnCZT55hBu+nc7dJOFcq+szeECbDH7qyCwe2zOdbzv8L55w2wqePXkzr/5nN2dmhKemSlIEFAFFQBFQBPY1BGImcHZlpvOUv17jbbv/C/K7ccdKRrYpBC0e/WXspESyAIdF4BjLEvOSG+syyH8fQWmNDMi2iz0ZRPDPWIuZuMeS4SpWmdHqIVCxIWhAVJhU2/bXemMZhPgZCF6KfiO+jF3CxtfItieQflmiTD3v0pBh0BUuTvEWe3xjyZJix0bCpNoUQ+BgcmsXQ+AAb28x14FtgZMqfL1tJ7KdCIETFr6J6Ot3jv2btS22ELPIkLG4lvziYvnJS2afHVMpGhESK4Fj0ogH6WXScyNouV0Q08nc50aOHGkfyrde0ASO7RYJ3YyeNWvW5C1bEv/SD1IB16f57UJutI8HhU3gwJXM9D9aIOZUEzgmODFc2WIpsDKD7ngOmUDHQech6LbpJ+JEFUR5b/IqbnzWdG5z0a/cYfAsPuzGOXzkXfO5x33iSgUSR+LdHC/WOCfI8qQn53PPMX9wtxEL+LYPJvLLc0fws9OG8sOfX8YPvj+AH3unFz/yege+9oET+IiBD3OTo1/hRp2fkCDGw7hph8Fcv9UQfv6VqQXRrTxt5ObkiqWNfLQ5oCvntmrMuWNKcu4HYn0j73y8+VzO3TSEP5/XmhvvqMyHbO/A5T8dwXVe38xdxW2q5VUZfEXTTH6lJ/ODR67nZy5fyfO/28bpW/xjxuVpWDcUAUVAEVAEFAFFICoCaaghL0ARi+Rboqvfbk+rtv1Fp7YZQpcc8TDd/UUfmrXiKzqgYh16/IyZtF+5AyLKCOugBGYkmVQ44uQlmsSaIlC0TNRJXt6d42JGThJo0q0rwSpJsv0425LNhSRjkHss0oq8GJOk1c5XRV40Sb5aE9oUVyuSCRKJG4JTT75Akph3k8TSILGuyHdu0A5x1SGxTCCZwJF8hQ+qFvp+9E+ytZCQMyRuUiRpoUksb0heqJ22xNqG3nzzTZIYGiRfS0kCbzpYSgYrV5ew8TWCJagyiRWEsymTKpKv7eZQxCWwF7cCpw7GSIIwR6zvPShxR0gILWe3EDgkWYe8VfJsy+SVxELB2SeTahIXNGdd4iSRxE0iHJe4Qu457777LuHawvUqAVPd/ViRGEgkrmskBA5JHA7nWKrwzdNwghsSoJkkww1JDByaNm1aTFLCwjemxmKoJDGJ6Pzzz3dqCoFDQtS4Z0lMDxK3EGdbYsWQZOohsRZwj4e9Ipml3PvcnDlzSALCBjYhmZRcXSWIMUm8J7cu+iFxRZxt3J8i6dy4cWPnHoZ7LX7fptjyJV6We42b4/ZS4q6QZPZzdgnxREL42odDWTd6QpgQOCQWkI5crLdr144kPbizHcY91PxGHYHyTyw+nHug2baXkpWKJKi9s0syftEJJ5xgHw5clw8UJBZfznGJgUPDhg0LrCukOaEOirgeOc8fU1lIX5IA886mxCojcXszh/Itxe2XJBuWs18si0gIynx1zA48D/DcRcFvRGLamEOBS8gTyxsSAofS09MD65kD8oGAJGac87zZuXOn8zw1x7xLPFfxfEXBfdM87731wtyeu2gnnTVyLpUoU4pKly9JpcqVoDIVSlDJMiXlL41KliZKS/uvxbRcpt27SlClUrtp4AlTKKfkBkrfupuyd6dTxo7dlJORTqWyt1LOnl2Usy2H1i+rSnP+bE8bt5SjtNxMKlG6PD3+4Hl0Yu92YXYhqixevY5yL72TSs6dR7ndFlKJ/rmUu7UUlejQgqhtZ1q7ZCFdUHUG/bt/Lcpc0Iq2LniUGqc1oPRpGXTMV2nUtWEZWrl7LXW5qBx16luJqlQXULQoAoqAIqAIKAKKQDgIRKV4/n+FcybUcqxtznmlNr856z5nve/4cjx/dcF+HQrLAsfOthRLsMRYcIIcGRXn74YbbnBOkQmXuw9fceMpkAcrFwSBLMhigl+aL6dwIbGL6Se+qMpk3ekf0nHbJRX4Qn6iFji9e/d2xwFZduItYbn4mK/4QRY4sBbwFj8LnFTh6207ke1ELHDCwjcRff3OCbLAMXWNayF+70hTncpiu20JIRGxKcQNMfegSFmoErXAEZLWlf/ee+9F1EXIB7duNMuhiIIiHDSWQuizbYGDU+w4UbDmCCNGismmhPbkA0CgZola4CDYuhm/aM8le6wRO8YutttvJLclBENHsHHTZjTXsERi4KTShQrXMZ6R+Isla5WNUaLr6zZm8fHXzeKmA3/htrDCuXImd7phFne+ZQ4fMXyeBCqey93ukr8R/60ffovEyblpDt//9rP8yq9X8mNTzueHPu7PD79zEj/4ane+//kO/L+xTfnx0XV4+JDqfFTv07lhm+v54DbX8uG97uG/l6xMVNWEz8v56kfmKodydrPWnDOqNPMbB3Duq7WZt5zN2asv5McWNODa6dW5/Z89uMTE8dzupVxuetNuPqvxdh53ZCaP6rGCf/s8nbMycxPWQU9UBBQBRUARUAQUAX8EYnahelheOuAuZf9NnBnZhN6/yeT2hkXgIKWqeWlFhpcwinxdZJP6W6xWGPFyENQY7SD1b6pTDYfRB8gYMGCAiw10R0Beu9jYGQx//z1vNgm7Tlj4QodECRyxmHH7FEsMG7u/WA8ryG5YBE6q8PX2O5Ftk/ZcLCBiPj0sfGNuMErFaAQO4hQh3pW5/uPJchSl6XyHEV/KtPPtt9/mO2522G57qJ8KAmf06NGuLpGyYSEdtrnWoUthEDjARayoXH1BvsBFNJliE6feOFa23DfeeMNtNxrRZZ+HbIVmrCPJt2Nsob6XwLEJ6/nz59tN5Fm303BDTioInFQGMc7TmQLa2JOZw/c8/xc37j+dW58/g9td+isfMvg3PvT62dz5JomJI39dhsnfzVgXYmfoTMlYNYePHzaFX/poGL/97Wn85Een8LPvH83PT+rMz41rx2MfbMhjbq7B5517mLhP3ciN2l7LDdvfyENvfZEzMvYUUM/+ayYnfQfvvkzcfg/oyLs71+HcFyty7riqnPtTR+Ydl/O/84/m9svLc5t1bbnSx5fyAWN3cvN79/AxHTbxIx128ajuy3nO1+mSsU3JmwIdOG1MEVAEFAFFYJ9BIGYCZ9q/H+Uhb2796BjOyS14n+awCByk/65Vq5bzsgzSJZG4KH5XyYgRI9wXcMSuAHGDF2OsF5diMmaZiQQyONnFDg5t6iC4sV1ShW+iBA4CXBpdkU1MXMRsdaOuIw6G+dqPr/mRMtvgWgKBh/YQL8VO1Wwmtcla4KQK36hAxFDBWAz5WRMFnR4WvkHy490fjcCBvLvuusu9purUqcMgcFNREIPHXLtBMXdmz57NVatWdeuhvpdUvfXWW93jiVrg2CRRUBBjZKZCoF+jM5aFReB4YxY9/PDDSQ2RjWGkPtmxWRCEOtaC+5LBzY55ZZ8vLllunDJT10vgiFuwKycoiDEyDpp08UZOKgiceNKI21Zb0SyQbEwKcl0eBTxzXjq3H/QzNxnwM7e5YDq3uwSWOL9xx6uFyLnmN+40RP6umcmHXv0rH3rVDD7ksmnc6rwZfOzgL/ixZ+/gjz4+jie+cxi/8ko7fumR5vzknbX49utq8tEnnskN2g7jxm2v5lZd7uAvJ/8hGcQKsneSGXzpCt5+cHfOrN+Od51eifnVKpzz3AHMy09gXnsBPz6rPtdcdwC3nHU0l3zyc278FHPbPhv5xsab+eGjNvBXL6yX4O6SwUqLIqAIKAKKgCKgCKQEgZgJnOycLL58UnOHxLlo4sG8fvvylCgUTWhYBA7asb9iwoxc/O0jNo+XcpicRyqbNm1ySRvzUoxlIhkyMCHEl/1oL9WR9EnkmB1QFrpjwuAtmLCa/sHVyq+kAt9ECRzoZ7scwC0slnTAdr8wYTN9hsk+SBS/YruZIOirXcIicCAzFfjauia6fuGFF7o4SQycmMWEgW/MjUWpGAuBk5GRwSbgKq6LRCy7oqjhHAbZZ647pPD2EkWwdpGYTk4diXnj1pUYKHnE2+RDogSOTYRKPKd8qchhSYXsXNDXEJ5Yj0R25FEyzg27Da8LlRFluzOBUJf4TOaQu/QS0O4BawXjbeOLjH1BBYSKGbNY0mEbObinGFIFFmxeiyHgb6w87Xuwl8Cx7+ES302sOPKm/YElF1xgoSOyPRldoz1rEnGhwjPTuJ7h/ofr1a8gUL754AE3zFhdopBYAP0pyLIzI5uHPfkHN+rzI7c4W0ic86dxuwunc/tLZnCHS/E3nTtcItsXT+P2F/3CHS78kdud8wPXPmUOX3rb0zzl3Z789qvt+YXxLfipB+vz0Os78nGnD+Tmh13PjdsP4UaSgerCK1/izVt2F2S3GGzRrg++5swKbXhby6a8e6ikDh9fmXPebSDBiwfwjgXHc8/55bnVyta839vnc9Uxmdx6VAb3abKSH+q4mZ++fDGnby5Yi6GCBUhbUwQUAUVAEVAECh+BmAkcqLp113r+a/0MBplTWCVMAgcvx5jIm5fX4447jpElyrzswioAE5Jnn32W8RKMet4Xaj8c7K+IOAcxLOIteJGuUqWK0yYsRmBaX1DFTs0K/b1p0aEH4n4Y3A455BBf1VKBr03gwC0KcS3sPwlk6asLdsJyyFhdQXcJ1sxjx45lkAywkkGsCEyQQLrgWsC4e0uPHj3cfgMDezII+Xa6clwz3uslTAInFfh6+5vItj3JQ1YtO/YIflMSiJxB8pjU9HYbyeJry0pmPRYCB/JxvzC/g5IlSwZOTpPRBeNs3NLQVufOnZ34LrhuYS1nrilYxNgpx+FmZ5cwCBzIO+2009w+Y6L94YcfMmJ9IbW9IQUkaDy/9NJLbr3CJHBwzdmpwCUotA2Ls16xYkXH3Qrjifregnsg+mTGevDgwd4q+baRwcvUB6lrk0Qg4XB/OeOMM/KdZ8c8QoYoEEWwpho+fLjrtte/f3+2nzNLhTCyCz5G2ARPz549WQLAOy6o0CUtLc3RDVY+iWahgrWpfe+N9JHCjkcEkgYuZuY5i+sbHwns7G5eC0W7b/Y6MDEYX3KJpLwuoIIrZMbf27nbxT9yk74/cKuBP3FrEDnnSlyc8/D3839/5/7IbQf9IH9TuUX/H7jFGd/xXaOH8kevduLXXmjOTz9Th2+8owMfesJdXLf9g9y4wzVcv83VfNRJ9/GPvywucOubnD17eMONo3hX9fa8sVMdzhxTirPHVuXsn9sybzqbf5zWmhv8VZHbzO/IJR4dy/XFoK31het5SKMVPLLzX7zgp8SzvRXQ0GkzioAioAgoAopAsUcgLgKnKPQ2TAIH/cGLufk6aF4E8QW0TZs2jJd6s88svRNyP0zgQgDSxZyDl9V4i2QFcc+HnHvuuSdeEQnXtzEGieRXJBuNqx8mdEElbHxtAsfgay8jxeWAjn/88UeeybB9rnfdL+g0xhaTIbsuJkqSgSzPPhCDfmltzWTbO0Ex1id+bkfGJcnPpSJsfIPGMd79tnsRsILVgGQtc13LsM/vd5EsvvHqGVQ/VgIH59ukHcY9mpVeUJuR9iNIOAgi+7qz1zGhx6T9s88+c+sgvoldwiJwEFvHWErYOpj1Ll26ONZttuVQYRI4wAC/eztmEUgnuxjdscQ9D+QLYoGBaMTzwfxucRzEbDRrTcgG6W5bCMH1EkRcvXr1XAIF296C+EqVK1d2x9HWDesnn3yyQzjffPPNbh0vgQOZkiXKbccrA9uXXnqpuLpkJkzgeGUCp0gFhJ5xLcW5GA9YaxmLI+yDVZdk+YskJs8xm6TCMzfICivPSSFt7JEAvS+8t5w7njmFm54uBM2ZU7nlACFzzvrvr/VZ33Pr/lPl71tu3W8yN+7zA3ce+C4/8Wgf/uClujzu6YP5huFH8hGn3sb1Oz7ETQ65RqxvruAmHYbypHemi4t6fiIxJNUDxeRs38HLu57Gm+sdwmuPrszZz5blzKercfaiI5hX9eN7vz+Q6y2uzQd9fQSXGzmXW92Xze26/813tVrJz1/3N29eX8AWQ4E90QOKgCKgCCgCisDei8A+T+BgaPFlFNYcQS/NkqqWR44c6TshD7o0zFdUvMDHQvp45eDl33wlxYutpJH2VknZNuJGmJdzZBDxK3DtMnX8iAX7nDDxTZbAgV74+g0CCmSJ6YO9xEQZLnX4auxXMEHH9eB3vYD0gytN0ETCTATDInCgX5j4+vU30X3I0lO9evV8GGOSdvrppwdalSWDb6K6es+Lh8BBzCOTsQ3XkR/x55WfyDauR+81C5cqWJGZAkLPXMuSwtvsdpZhETgQBpLBWCWa9kB84Hdlrv2iROBA5zvvvNPFBpZDdmwquEQa6yHTH+8Sv+1Ro8Q6YdcuiIupgJCEVZkf+QbXpccee8xXDixSvKQwrjG4TRqCMBqBA8EgqryxkfBMmjBhgttuohY4XnyiEThocMGCBY4lk/1sM3JwPcXjcgl5Nnl67LHHYleBlj17cvidKcu5zemfceMTvuZmp07m5qdN5hb46/sNtzz1a/n7klv0kfE8fgr3uWwkj3+8Cd9/3yF82sVXcfMej3PDjqO4aYfL+eDWl3CrzsP4zfenFXjgYgPazoV/8+L9WvDKhi15bb8ynD2+Iu+eUINzV/bkHX8cw72nluXGvzfiss8P4CrD93DzIRv4mKZz+NZWc3n6p+uMGF0qAoqAIqAIKAKKQAoRSINseYHSIgjIRJhmzJhBEh+C5GspyQu2+xcPQGJKTuJWRGKKTxJAkuRLZzynu3UlhgW9+eabJF9cSVx63P3FdSUsfMPqv3x9JnHnIXGTI4ldREI2kLhYUYcOHUjImajN4KcjVjYkAWQJsjp27EgSI8O5dqKenIIKRQ1f00WxDnB+V0KckRAOJBZFJJN9czhwWdTwDVS0AA+I2wlJDBESAoUkULCDpVgyFKAG/9eUEAkkaa+d618sIahbt24kJMj/VShma0K0kwT2penTp5O4Yjr3BIkt5D4DhNQlIdAS6pWQPs69RlyhnGtfyAqSGDckREZEeWI5ROKmROLu6eArJFLE+n4HxVrI+f3hXoX7k5DyJISSX9UC24d7lbjdkQSDJyGUnOelWOnF3b5kdiSx7CH0UYgowngVdMmS5/yLb/9J4yYupk27SlGp0kSlS8q44tUqV/7Scohz04gpi7o2e53qlF9B3y48jdZtqEJpmSuJMleT/JRo/2r705WXnUAXn9OLSpcqnPFZ9+GXtH3QNUQ1s6ly7xVUtWMlyqpegSp2a02LVmygMzIWUUbZ2rR88nlUfedIqvD3Ejr0p63UtlUpOuehhtS4fdWChl/bUwQUAUVAEVAE9jkElMBJwZCfcsopJC4PJF95SQIzklgcpKAVFakIKAKKgCKgCCgChY1Axp5smjl/Pb39yV/06dQ1tCe3NJWWj0AlhchJI2FnhMApU3oLNa39NW3ZfAAtW12HcjNWCbeTTqXKlKTjjulM5w3sKURWYypXtmyhdWfR3Q9R7iPPUe6BO6l63/VUuUFFym5SkSp3bEafLvqXriy5gXIya9CGr+6hGmn9qPRvC6nH/D3UtX8V6ndHQ6peu0Kh6a4NKwKKgCKgCCgC+woCSuCEPNISmJIkSKQjVQKKkqQPD7kFFacIKAKKgCKgCCgCRQ2BHbsyac68lfTFd3/RzzOW08p1u0gyi1F21h6inG1UInc95ch66bRMOqjO/nR45zbU56Qe1KF9M6pSOX7rqrD7/1Pfc6jCd9OFwNlGdfpvoYoHlKPc9pWoassG9Pz8pXR72V2UtbU6bZ86lqqndabyvyygHn/n0HFDD6LTb2xC5cuXClsllacIKAKKgCKgCCgCHgSUwPEAksymBA2l66+/3hEhqWPpk08+KTR3mmT6oecqAoqAIqAIKAKKQGIIZGXl0Np1G2nBH3/TqtXraOPGzZSevpkqVaxAdQ+qQ3Xr1adGDeuKy251scwpFdWVLjEt4j/rr8eepZKLlxFVyaBqh+2mMuVKEdcvS5UO3I++XrONPimRSbm796Osv8+nClSHKixeQXVX7aEuA+tTh2NqxN+gnqEIKAKKgCKgCCgCcSOgBE7ckP13wnfffUcSFJMkiwhJ+miS4IskwX+dgxJ8kiSTE0nQyQSl62mKgCKgCCgCioAioAgoAoqAIqAIKAKKgCKgCPwfAkrg/B8Wca1Jul4nuLD3JMlmQpIGlRo0aOA9pNuKgCKgCCgCioAioAgoAoqAIqAIKAKKgCKgCCSEgBI4CcFGTvYhZJiSNLFOxqJmzZpRly5d6LDDDktQop6mCCgCioAioAgoAoqAIqAIKAKKgCKgCCgCioA/Akrg+OOiexUBRUARUAQUAUVAEVAEFAFFQBFQBBQBRUARKDIIKIFTZIZCFVEEFAFFQBFQBBQBRUARUAQUAUVAEVAEFAFFwB8BJXD8cdG9ioAioAgoAoqAIqAIKAKKgCKgCCgCioAioAgUGQSUwCkyQ6GKKAKKgCKgCCgCioAioAgoAoqAIqAIKAKKgCLgj4ASOP646F5FQBFQBBQBRUARUAQUAUVAEVAEFAFFQBFQBIoMAkrgFJmhUEUUAUVAEVAEFAFFQBFQBBQBRUARUAQUAUVAEfBHQAkcf1x0ryKgCCgCioAioAgoAoqAIqAIKAKKgCKgCCgCRQYBJXCKzFCoIoqAIqAIKAKKgCKgCCgCioAioAgoAoqAIqAI+COgBI4/LrpXEVAEFAFFQBFQBBQBRUARUAQUAUVAEVAEFIEig4ASOEVmKFQRRUARUAQUAUVAEVAEFAFFQBFQBBQBRUARUAT8EVACxx8X3asIKAKKgCKgCCgCioAioAgoAoqAIqAIKAKKQJFBoFgSOBs2bKDMzEwqWbIk1apVq1DBTE9Pp+3btzs6QBfopEURUAT8Edi9ezdt3rzZOXjAAQdQuXLl/CuGuDc7O5veeecd2rNnD5111lkF0maI6qsoRWCvR2Dx4sX0wQcf0AknnEBt2rRJWX/x3oD3B5SqVatSxYoVU9ZWQQretm0b7dixw2mydu3aVKJEiYJsXtvaRxEoSu/i++gQFEi38e60cePGwLZq1qxJpUqVCjxuDtjzJbPPLHHPwr1LiyLgRUCfb15E/tsulgTOEUccQdOmTaP69evTsmXL/HtWQHtvu+02euCBB5zW/vnnH2rYsGEoLWOS+9dff7my2rZtm/KXzV27dtG8efPcNjt16hT1powJ+dy5c51zKlWqlNKXb1cxXSm2CEyaNIkGDRrk6A9SpV+/finvy7hx4+jKK6902hk9ejTdcccdKW9TG1AEFIHYEADB2qRJE+dZDlJl+fLltN9++8V2cpy1fvrpJ+rWrZtz1uOPP07XXnttnBKKZvXrr7+e0B+UNWvWFPqHraKJkmoVNgJF6V087L6pvP9D4JtvvqFjjz32/3Z41jBvwBwlWhk+fDjde++9vtWqVatGmzZt8j2mO/dtBFLxfMN7x8yZM11gGzRoUPwIRC6GpUuXLiyosxA4ha79rbfe6ugCfYTACU2fjz76yJUL2XPmzAlNdpCgrKwsbtGihdvuk08+GVTV3S83ZLf+ww8/7O7XFUXAD4HXX3/dvV6EwPGrEvq+K664wm1TCKPQ5atARUARSByB1atXs1iuur9RmQwkLizKmT/++KPbjhAeUWoXn8PXXXed2y8hcIqP4qppoSMgH+541apVzl9GRkZc+hSld/G4FNfKcSHw9ddfu/cXzEe8f7Hes+XjWb5zjSwhcOLSqShWFlLA/S2JtVFRVLFY6pSK5xvGx1x7WD722GPFDhsqdhqLwkXpoZEqAkcY7zwX199//10gQ2UTR+Liwlu2bAlsd8WKFVy+fHlHz4MPPpjjffgHCtYDey0ChUHg/Pnnn9yhQwdu2bIlC+O+12KrHVMEiisCI0aM4OrVq/PVV1+d0i4ogZNSeFV4MUTgxRdfdN81P//887h6UJTexeNSXCvHhYBY2vPSpUvz/A0dOtS9bmIlcDCf8Mo58sgjHTl7A4GDj/iGFLjlllviwlgrByOQCgIHZJsZKyzHjx8frEARPaIETpIDkyoC55dffslzceErZUGVo48+2m37pptuCmz2/PPPd+uJa0xgPT2gCBgECoPAMW3rUhFQBPZtBJTA2bfHX3ufHwElcPJjonuiIzBq1Cj3/T9WAsdPaq9evRw5SuD4oaP7gEAqCBzILVu2rHsNY25S3IoSOEmOWKoIHIkr415YYAcliFOSmsZ+OqwU0tLSnPbLlCnDS5YsyXfyb7/95tY57LDDODc3N18d3aEIeBFQAseLiG4rAopAQSGgBE5BIa3tFBcElMApLiNVtPRUAif/eKgFTn5MwtiTKgJn//33d+fZH374YRiqFqgMJXCShDtVBI5k5XAvLBA4iE9TkOWcc85x2+/fv3++pm0rnalTp+Y7rjsUAT8ElMDxQ0X3KQKKQEEgoAROQaCsbRQnBJTAKU6jVXR0VQIn/1gogZMfkzD2pIrAqVu3rjvPRdiS4lZCz0KVk5tN89dMpXXbl1L3RgOoQpnKwj+EWyJFvhfLEFqwYAEddNBBTrYJMZGKq/GcnBxauXKlEw0dGTGQ6rhKlSqBMiJloZIfM0EfsWah3r17O2lLAwV5DiCTRJ06dZy9YgXjpED2VEnpJjKBNG/enCSujdMOsnd07drVWZc4OdS3b19nHUukf42lrF+/nmbPnk3iDuZErEfU+njHJ5Z2CroOUiz++++/DlbC6JLEcqAKFSokrAZSc86aNcvJxlKjRg1nHBo3bkylS5eOKBNZxHCeWEwRMoIdeuihJLGJIp6T6oPi8+z0A9cwsPnqq6/oggsucJqNJQsVfkO4ZpD+t2PHjtS0adNCT5GLTAnTp0930mr27NmT5CEQN4zI3ia+4IRI+Mi+gGumIFKq+yka9vXr10as++QBSmvXrnUy6SATEbDBH+6hiZREf0tIyYzsehI/iRo1akSHHHJIxOdAkG5F8foN0rU47o8X30hZqPCsw3FktsSzSeJmRb3nFhXMUpGlA33DMxu/A2CCrJ+4B+NeFU8R61ySJAyEVPHAGL8liUcWNcNlUBv4TYuLOSG17OGHH07NmjULqlps9kuMQycjCt6H8J5Vq1atAtP9pZdeoosvvthpT2Lg0AknnBBz26l6Fy9K7zJhX78xgxuh4tatW53fFDLVYp6CNN5t2rRx5isRTnMPhYEvMnreeeedjkxxoYopC5WrgLWCudHkyZOd53wyWajCuFdZajlzN8wl69Wr58wlo71/41y80+F9AUVi4LgZip0dxfxfvM/aWLob6/tZqp5vmOOabM8///wz4X5WrEqYjNP2jE18w3td+NTnyvCwD7qLW01OmOJdWX6B0+QGwPJy4bJpMghcsWJFHjZsmHtepBWwb/DFlB9pHhmQA3eiEiVKsBAq+UT4WeDA5ej00093XYwgA1k2TjzxRN6+fXs+GX474DKF8/AHM6/CKAjCZXSQFyXHTQqWQHLRO/tLlSrFixYtiqqaEDxOxjAjyyyBNTCJlDWjT58+DvZCSERsB5kUMEb4u+iiiyLWDeOgEAqML1etW7fOM86mb0aXs88+27e5sWPHuvp+//33Tp1169axkBt5/DKNvGuuucZXDnbu3LmTkQ0MPsSmvlkK8cO//vpr4LmpOIDxvPnmmxlBsI0efsugLFRCovLdd9/NQpzmOx/XgdzMWUiHQNXlhcDF1oyDWb766quB59kHvvjiC1eGvOA6h2RS77Qt5Fwevdq3b8/yoLdP911HIMCnnnqKJWVynvMNNkbHIUOG+J4f5s5kr98wdYEsZNk766yz3KDoBhMszf0X+GzcuDFf02H+lv744w/u3LmzM/ZeHeQFmYW4y9e+d0ei1+8NN9zgXnOvvfaaV6zvNjIpyAu8c96AAQOcOnjmmWsp1sB8sKI058SSfdBXmSg78RXNtBG0bNiwYRQpzIniC8F+FjiQN2bMGBayPM/vUl7EGa7CxaHE8oUSSQZOPfVUdwy6d+/OQZlSEGgUzyK/9yFJJ8xCssYEC56RQrDkwRW/KyFnecKECYEyJNWwqyfcyVE2b97MyChoxy2ALOgjk7dAWckeeOSRR1xdZsyYEVEc3k1xbftdx8cdd5xzDM9FU37//XfnHci+12D9xhtvLDCr67AtcJJ5Fy9q7zKJXL94lmHugesA78jI4BRUPvvsM2dugLrHH3+8c28Lqov9mKcgGYP3esE2npNI1jBu3LhAEWHiW1QscJK5V8mE3Rkn+dDpYuZ3/VauXNl5p3UrBawIyeGOTUEHMUYfcB0NHjw4n3ZHHXWUc0wMG/KFuxASxTmGe7I3FEYyz1qjRBjvZ2E/34xu8jHBHS/znDHHisMyNBcqkDUjPjvZIW8Gvlyd16YvTVn/vQQO0n/ZaUi9NzekrgsqiEQtXx/cQfSea2/LV5F8YrwEznfffRdx4ipf7GPK1gSixLQNM6/CKMLyO5lBjB4IVIyXe7Ptd6Ow9cQkEZNtUx9L3CRAAOFGY/bL14PAh9wpp5zi1MOkOVIBgWPk4cUzlQU3PLFucdsz7fotBw4c6KsKJvKmPggcPPSF6Xf3mWNmGUTg4EUaMYhMPTzExUqFDzzwQHcf4hhNnDjRV4+wd06ZMsUZY6NPpKUfgYP+mKB25lz87uTrr9sf7O/UqRPjYelXvOcbOVjGQ+CY8/ASh4xreDky+7xLEGXy9chPHWcfzm/RokXg+ba8oLEOFB7ngTCu3zibjFgdk2e7/5HW/QicsH5LL7/8MtvkHCaveFkWyyhXP+zDhC6oJHP9wm3W3BdBIsVS8OwzeIGcQEHAe6MzSIhY3G9xn4IcTDxw309FATFpdA1aNmjQIGLTyeALwV4CB30Vi4NAvf5fe+cae19V5vdtpknHpvNiYow12MSJaUwMeAnpm2rj5ZVCI0bRF4jVBjXaF0YJaiUqhNZbNF4bUQqJaE1F6gUvY7HNKBqmlA7VgGKKzeA4Mm0FBhmtxBnHX9dn43Py/Pd/7332OWed+2cl//8+v3P2Za3PWntdvutZz0IsuOWWW0bjtAs/zuvg0j4iIAT3Zz/72ScI0n2B9GYxi/bjSU96Uls24vrHPvaxJ2OOSylzF1100ex5XMcEGMJG3IPj0K5jZXZ/dh4da4QO6th8bf5M+7AuP4Hve9/7Zs+dJ+Dw3hKvvnLMxAK/xYQc7R/vW05H/lysm/uyZ+Xv6KMilse/3H9goBffd499Swxq9sV3qS+zavm95pprZvnK7nrFov20fKNPEJNcvBtM4A0F3t/Xve51p00WIo5yLf2+KDsvfOELe29Tm+8uCDir1lWLlt/uVtMIx/k9Offcc2f5QH8v/5Y/f/jDH+7No1W+RACkDFC350A9n4X47qQE4w+uwwAih1Xb2rhXjf5ZzfYt4sXxGc94xiy/6H/tW6gm4Hz6Ty5vxRusb771v65bK4f80mWfGnRQGEDyUtEZj5kaKrd77rmnN05YSETFR+edSonZSDp2bN3NtooxYz5PwOFcBAruxyD6s5/9bDtThQIf9+C3qd6u6ThxPoLHtgIVTfChU0JjxN+kc96s19vf/vbZtXS+qGxRdAnM/NExCuGNvOobkO+agMM2iHkGBNX7Yx/72ElZ5tN2IOnUXn/99bN0TxFwOJ9GGK50cCkflFcEgeDTN6hHfIwOI9decMEFJwzOI1DuQsihozDV+iuuX/TIzEW8c8SHvOMdKMvL2nixs1oexPUJOM985jNn7LDO4toIWPZk30wMKvoGp1jDlKUQs39ZIFhGwGEGASsb0sRMzAc+8IETKnvy+pxzzpnF99WvfnVE9ZQjA2reHa7nH/Gmg3fHHXe09Qzi3dVXXz37vS+vT7nhCn/UKr8rROGUS5lpDy6IFzTUWD9Rjun0Up/TIYlz5gk4y75LPCeewaCKdxCLKQJC9Fe+8pVTLNyG6vBVyy8WEhGPYtJ7CqvuH9SlMSBG0MwBcT3uQ1s4Fhg4RFuDhcO6AvV7fi/zZ94J4st7MhZW5ZsFHN7jEG+ot8pygNZakVnxLLaWJS1jUdqJ38Y6uNT7mRtpZkDYF8ry8baOIy8oE+985ztn1o6UN5hhVcDv9LeGAhYkUf6Y7KCui4CFcp4A6SvnWcBBOAhfBQhHtLfUvdSh0d/iWZdeemk8oupxHQIOg6bgSBv+uc99rp3EKUvyZ9xIU1lyXDUt3AyL0sibRY5XXXXVaXGp1Rfftb7MquUXUFnAxII9Ww3Tb6FegT99vHl+JPOOr/RFsNDMluu8z5QVzuubwFwH320LODXqqkXLL3mF8BYB659F3qE4l7567YAFL/enjsyB9iyeyxHr9hx4r/n+wgsvzF+f0mYs2xfnhlnAWbZ/Vqt9OyWB5Y88qZHfp+55u/p3FQHnv//ZH56cd9XfbQWcD9/UP4ipCSBeOpZTxAzGe9/73tMeQUGNgsssejfQCY/fEViGZpSiop0n4PA793vRi1406/zHM6mg41lUslMCMzVc01VGp1xb6xwGL4hREfc4MvAaCwy+HvnIR7bXMQvcN/Dieqx64p7nn3/+abfcNQGHQXrEl0qtz+oCZnHOFAGHCpfzEQO6HesxAQdLgHhOn6NpYLJ8Lc6hM76uwCAhrGSI83ve857TzDF5dn7nugIOf0dcmUWi09EXXvOa18zOo3GYF7785S/Pzl9GwIn3mveATkMOmPXHLNqTn/zk/NPsM2mJdDEL0yekIfLEOesUcGqV31niVvhQ/DXNBEqW/yHc9IUc5756JHcQlnmXGJiGQEfZHVpyiKBPm0M+YS3XfVdrlF9E0CgHQ3VHMGLQF+d2l1whfMYAkVnaoXeJe1EvxH22ZUbMAIc4jAk4NfhmAScsOshLls7lwOQEYm1wGVsGka/b1uehDi6CbfSXSAtWHXkg2Y0vS5YjzQjXfSFb1faJL1ipRLuFwDhU34W1W58QlAWcyCcsWEhPDtQZEV/6G0NLwvI1i36uLeAQz6inWGbRfTezVffTn/70RaM793zyhzyMfyxBC4Ys/Y/vu0cmYLohytaqffFd6svUKL9wYgIgW+1mi/VLLrlkxnxeXzoPwFn2yDKosdBdBsO56+C7bQGnRl21TPn9/Oc/P8NP/y+/J3k1B5Mq+bf8eWo/dPagCR9YLh3vcbaiDTEyJomxuMvh4osvbq/L5bBGWxvPWLV/xn1qtW8RpzhS3wWzdbQd8Zx1HVcWcH768x+fXHDtY1rx5l9+9qyTh/6m3yy3ZgLipQvwvDR9gQYnzqGyyYHKNcyEmfkd67hOFXB4VnF+2GuaTKUaggZLPKYE1ityT8y8thmosIIjR2bDuoOXbvxe8YpXzK7BumAsUNHF/budhF0ScPL26mMMFhVwSDszpDHjn1lFR7g7qGfQGeWDctU3sI37YCXEM9ZpyZVnDsdm8YcEHN6PsCbgfSzOYyP6px0ZXMW7hHgytBQgLlxVwIEdHdQhPzdhuspscDfceOONs7KNv6RuZz3O34SAU7P8RrxXObL+PN57hNyhsIiAs8y7hIVKxKM7C9WNU+54v/vd7579XLP84muH+CDAdAXD2QPLhzD/pWNGndMNuQ4eWkJJPRL1wzbbmXkCTi2+WcCBMeIswlxfiI4t573//e/vO2Vnvuvr4NImZL+A+Ejqs1iMRODPLt4DrEJg3hfyrHNfXR/L8bjXV7/61b5btN/l8kn9l0MWcLjP2MA1pxFRuHaoLeAEYwZWfYH2LSxZERHXHWr4wIk0LdMX37W+TI3yG3mGtRk+yoIPA/eyCchsyRPWcEPvGffAb1UsrWcZzFBdFc/rO66L7zYFnFp11TJjybEl1Nv0gZPbtuyrL0TEMGhgRQrLoyKEFfkXvvCF9qtabW3cPws4vAeLjnW4T432LeKTj9mif6hvns/ftc8rCziX/eE5rXjzomt+7+RP73vY2dy6E5lfOtREKrm+wCAwKk4GmDnk2cs+k8N87lQBB4uZsXV0MevCwGVKCOd/DBC3HaKDDc8pjjFjMM6gdmzGj3Rlk14sN3LYJQEnL/8hzkNhUQEHZ73ZLDPflxk4ynu30chLPl7wghfkS077HAIDfjHGOgunXTjxC+4ZYhIWcWOmiEMCTtnlZPauTinvvLPxbufGqi/Kqwo4NHjMSAyFWIaJ2NYN8RtxJR5DYRMCTs3yO5SOqd/nupk6fKxcLiLgLPMu4fQ8ylJXQO6mJw9escCLULP85pm0oWUhWAlFnBns9gUYh08dlijRke8GlobFfcZEtO51tf+O9mXIAqcW39zJJd1DVl+kLy+F7QrotdO/6v26HVw66CEEkk6sfud1UPOS566vhxw/3tXwsdStqxHTw7IGcX3sme9617tmZa/73mUBB+u8sTYFPzpRhsfq6ZyGRT6vQ8ChXe97HyNeiP2RprHJmTh/lWMtAWfZvvgu9WVqld+cHzfccMNMsOHdCMt6JgHzkvd8TXzO9fzUcUNcG8d18d2mgFOjroLPMmPJrjFAcOa4TQEHa6CoM8JBPHUH/Vfq0LLb0uz3vCIlxmqxIU2ttja4ZAFnmf4Z96nRvkV88jH6lgjm+xhWEnC+/oNrZn5vvvy9fnPbdUCJl47B4tDAl+diRh4Fml1xcmApQ/zW7Tzk8/g8VcAJBbN7ffwdM53Mbk0JoZwOOSWbco9a52Sl8hvf+MbobbEkiYHD0LKSfAPMsCMvujtI7YqAQ6c1ltLQCI91vhYVcK688sqMY9JnhK5ghuNBZvOG/mWfPWOO8iY9uOekb3/727O4UE7GwpCAw/rtSA/O+uaFvOwjGquha1YVcGg8xkKeSc5iJe9BLLlB4BoL6xZwapffsbRM+S13/uYJwtHIUj76BjO5g7DMuxT1O/enEzQW4Biz43R8ItQsv1g3xrI8fI71Weaxhp74MpAeGwTkdg5/VN0QThep2/qseLrnr+vveQJOLb5ZwJk3cZPbJUytdznkDi6Dvpj8oYzw/lBu5wUESc7nH/X4UHvC91Gv0bbkgJge92Dp9Ng98tKd66471W9iFnDGJkt4dm4LPvShD+XoVPlcW8DBkoLB1FjIvhnGrMPH7jH1txoCzip98V3qy9Qqv132eVkc7wfWldRF80J2hoxF4DJhXXxzGz7kfmJKfGPTCUSGqaFGXcWzlhlLdo0Bcpy3KeAQjxijRBxp8ylvMclLnczfuPkgxFgNf2dhnVmrrW0fUP5btX/GfWq0bxGffGRZGzwWKXv5+m1/nizg/PKv/+rkj+769ycPPvSwk9T7fvGTE3abwmnxv7nxhRtNR7x0+NwYC/hhIXP4R0cih+yksG9QkM+NDj4vRzfkipmXdyzEy4MDvymBWRri/rKXvWzK6Ws9ZxEBh8o8uLNOdV7AYW+cD+scdkXAYUYz4sjM5lhYVMCJbcTH7tn9jRnhiM8ixyH/Ht37L/J3rqAvv/zy0UuHBJzsLLtrbdR3Q5aERLqHrBTiulUFnDxbEffMx7zuOft7YOeUiOOznvWsfMlpn9ct4NQuv6clYMEv8HcVbNgVZSwsIuAs8y7ReBOXviVwffEKn2CI1CGu1C6/eUlidwkqkxbh3+aVr3xlXxRn3zH4C86I6Xkgf/fdd8+Edhz4bjPME3Bq8c0CzrzBPs5zg93Q0pBtMsvPzh1cBP2IN8svsqicr+l+zhY7cf28IwP3HLLvhHnX5t+7PgyzgDNPwHjrW986S+8nP/nJHJ0qn2sLOLEL1VjkYnkkjPp2MBq7dtHfagg4q/TFd6kvU6v8dvMAS7RoN8hTlgROCTHA5Jo+AX7KPdbFd5sCTo26CnY1xpI5D7Yt4MSGDzHhwBJXyg7tJ4HJUf6OlRHRP8DiL0Kttjbul8cHy/TPuE+N9i3ik4/sUA0P2sl9DJMEnN+ULcJfe92ZrVhz9R8/LIRc/rV/1v79Lz79+JO/eui+jaa9xksXDgpZnzovbEvAiVkYnLZuOxy7gMPael50/oWaPZQnmxBw8i4zr3rVq9rdQdghZN6/MYu1ofTM+x4BJdh0nal2rz0mASfPZMwbaK9bwKldfrv5uujfUadSbsb8vHDfYxRwskjTtWLE8Wm8b3l3n6E8yM4es5VoiESIQeuoF4bi0/f9Lgo47HYUnBEJdjnkDi5lIk9Q4dNjzGI00hU7gZFmZu3ntSXxe1zPMWZ8ucdznvOcyffoWkEvIuBknyV9W13n+C3zeRsCTsyks/xh3ZZx2xZwdqkvU6v8dstZdtkQdcpHPvKR7mmn/R0DcK5ZVsBZF99tCjg16ipg1xhL5kzbtoATy0nDMjJ2P2YykZD7pDjmx/KRspU3kNl1AWfZ9i3nU3wO603ay30MkwQcEvbSa/9BK9i89JOPPbnuf7yz/Xzev/vdkzv+4qaNp3vVlw41PCpRHECOhQcffHBmlrZpCxycZGLqNm8b2LH41/ptEQEnzPJg3B189MUnm6p3l1CFl3CWCowFtiiPPJ1nGj92n6Hf8u4w87YAzGa4dC77wqqqdPYfkJ2p9j1r3d+99rWvnbHPHvr7nvvGN75xdm72V5Abll1bQrWsBU40jpTLeWnC2WeU33X426hdfvvydpHv8rK+sWVLDDxjcA+fPmvJVd+lLCaNxYX0bWIJVXDMy5/wY0DAR0P4UGBXnikh142xoyFWGeHEfxeW6EYeD/nAqVU/LGKBg9VuvJPLDp6m5E+Nc7KAg78Y/BiEXzLSMKVOCV9pnE+ZWSYgxAQzHLQuGxYRcGJLcizisnPOZZ/dvQ5LrUjTGBd2yAo/h33lmPeV+8yzwMGKM57HQHXdYdsCzi71ZWqV35xnODLG9wd5Sp0bG1OwbGWe/778HnS3f87PGPu8Lr7bFHBq1FUwW3Us2eW+bQGHnQMpZ5StiMtjHvOYWTRp97G+4Rysu8KxMT6FItRqa+N+q/bPuE+N9i3ik49Y5zPGZlyyj2GygPO+P/rnrWjDkqn49+k/uXwraa7x0sUMB5XpmKM9rBuiMd20gLMVuAMPXUTA4RbhGIvKYt4MEmvcgzEzfznEc5mJGgr4dQlP/dxnHQJO9nqPF/WhQAWZHRCuS8DJ26c+//nPH4rORr7PnYyxWSV2QYqlH+RTFnBqO07LCd/WEqo8WIw1xzle8ZntC2MLdrhMGWzFtVOPtcvv1OcOnReDGdI7ZkWSB0+cuw4BZ9ecGAezPJhg+2dCdNBggQPiqSH8DMR1OCzmM/8Q97Yd5gk4teqH/E6OLaFCKIs+AsuE5m3du21+3Q4u8eG9yjvgzBsA5uXgy+66xfa14SOKZ0+x/Oljl9uUsSVULAmmb0A5ZvnAOkJ2Kn7TTf0TlqQz++VYRcDJFj/z8qxGej/zmc/M6oJ5EzDd59Xoi+9SX6ZW+Q1O9Adjl1XGGvgLZMIt6l7a/fvvvz9OP+3IjlVx7lOe8pRTlsCedvLAF+viu00Bp0ZdBa4a5Tdjz0vV503a5etqfc4Oq8O6pDsGoS9KmWIyJ3zp5Q0MarW1kaZ1CDjce9H2LeJzSMfJAs4tP/rSTLhBwPlXX3r2yd/+5tdbYVHjpctb2HbNdyNRWVigwONQshtyRYLiORYW9YEzdq9N/xZCChzmOTEmbtmxa9eHQzfu7F4QjVR3hisLaMxwdQOOtxBU4nqO6xBw2OksOorMoPV16Jmdz4NB4pJNE3PcV63UEB1jgEF82Hp0WyH7o6Gc9AVmhcOcM/IqCziwi/eDmdR524jnnU4YbI2FbQk42bcTHbU+oZjyy5K8YMKR3aJqh9rld9X45fd6yIkx66Vju/jg09fZXfVdWmQb8WxBli3f1lV+cXhP2nkn2OEwnNNy5JlTA3V2MEQswQcDf4ep9dT7rOu8eQJOLb5TBZzLLrtsxmsR/zdYT9AB3nToE3CIAwPG2DGK/P7oRz86GLXssws/OsuKLy9+8Ytn7JZd0jRVwMlt/zr83wArt295CWIGmZcRw3lZAQcLwLCww9kx1hvrDiyliLphUSfwNfriu9SXgXWN8ht5lnd+fMc73tF+TV2Wl7WyjfNQXU7/AAuKyB+WYi0a1sV3mwJOrbqqRvnN+UF+RV5hQbvpkAWks846q43LVVdddUo0YlzLZGpMNmeRvFZbGw9dtX/GfWq0bxGfQzpOFnB+/bd/c/Lq//DEVsTB781Pf/7jrXGo8dJlvwoxu5kThFkpnWY6PzE7jllaN6xTwGFmnq1M+2adu/FY99+LCjg43ovB1xOe8ITBWYa8zKRP7AgVmUqxa8ZOZRlrhMN0mfPWIeDANwZPPKM7Q8lMS8QFZ3Uh9uDHqC/UqNQyGwZAfaJSfjYdtWU75fk+3c/ZaTWdTgaaOTCgiYYiRBoYZgGH8/mb7/nHLEGf4MF5eckWHOeFbQk4NISIvpGm7gCD/IplMpkLjdU6Qs3yu2r88jprlgkgMOWA4BCmvmHNB8c+EXfVd4l3gtlN7k+nBkuxvkC5jt13aBPYLSqHdZTfPHh82tOeNitLU8p9jhuf81KxKJPh3LB77qb/nifgEJ8afKcIOOz8ElYkOLieunMfPmHCtx5WkfPq45qMhzq4POOLX/zibNkGfZrujk85HuF3j/IxzxKQd5b3tBtgHO0fu6mNifFc+/3vf/80R73zBBza2+zbA0FyaBDcjd+if+cl3jyzG6jX4UXbF/X9MgIOkxwhrHI/HGxuItx9992zegUrokVCjb44z9uVvgxxqVF+uU/2e8N7lcsnQl3sSkteU96HcGjAAAAAGXtJREFUQt5F6tGPfvTJzTffPHTq4Pfr4LtNAYeE1qirapXfDD7ylbzKm1rkc9b5OTZloFzxr9sfpz2L+pnfaRNiM4aIV422Nu61av+M+9Rq3yJOcWSMgSVzbKEe3+/LcbKAQ4J+9sufntz101tPEHO2GWq8dMxsIMhEIWfQf9ttt53ceOONp8yIMzucneR1BxrrEnAQbWLdLCLSD3/4w20ib7cVDVZ9nba+yLGuMq7B+uLWW2+dNWJUbIggsR6YDnOfBVP23cFMBL5CYMNLFwMa+DBbH89al4CDg954BvGmYWUmABPk8IqPaIWaHdYxlNW+UKNSQ8AK81ziRYMGryijdBgQT3DGGU7fuGYdIVuRMLi94YYbTr773e+2jGIgjqVVqP/El0aiG/KMKjNTeQcOGh52ZIs8IE1T0pMFnMsuu+wEi7v4N7T9ZTY7XtYHDmn74Ac/OIsvZZx8p8zQ6UfYJC0sNcgDyze84Q1dLFX+rll+V40Qg1v8j0Ve4vAUBlgMINBFB4OGO4vt+CTrhhrvUjY9RqThnY73iDL2ta99bba1N3HGGXdfqF1+WX6axekoL/Oszvrilv0scR/S2cez79p1fzdFwCEOq/LN7xlWogyGqFeYuWS5Qp6ooI7vThoMcYBjiHtRpqlrNhXGOrjEIS8Dot+Dn4O+QHsRIhTp4L44QI/BJ+URwQWnzgxQ2CmzL+T4IMBS12fruXvvvbcVlmIrcSYXcsgCDv0E4gBj+kHUY1FeiCOiyTyRKN970c+8a2HFxGCH+ob4I+y85CUvmdVhfB8Wc2MCDkvyaJN+8IMftD6t6HdybfQZSBP36Q6qFo33IueHHyGeTf2bB55MJNKH6POVVaMvTjx3qS9DfFYtv9nvDfV3nwjMREEIxdQ1Q0tZmWDIS2C5ht0+eWfoC5M/DNIR+1kS02cxuA6+WcDhnYw+VRy7Exxw7QuRNuqduDaOQ5Mp3KdGXVWr/OZ0Zd9p3D9v0kD9ydiFJeR9ZSLfZ9nPsXsx73JfPcR9c/3J2KwvrNrWxj1r9M/y+4jQ3Q1T27fudbHbH/3N7gRr99xd/HshAWdXElDrpcviC4U9/6OhDhP5N73pTbPfsqkZPPI9+gSIzCxm2adsI47ZW47PFVdckW+18c+5YztVwKGyyi8e6UGUwmw/hBu+w7FbtwOXE5gHcJkJn+k00/GmsYjfXl7EuHUEOrF9s9jxXEyfEQAJ0ZFDDe8LNSo17svuMWE9EPFAREJQoqMY38VxiuDRF99536Fgdwcw8UyOvLPstDS0C1Xcn8qZwXy+loF+zGrE9whXU83Ls4AT18cRdn2hloDDTHGIZ/HMfKTTzkCARj6+v+SSS/qitPJ3NcvvypEpN/jUpz41E2oi7fnIzl3UIRzj+z7hota7hLgYS/N4HgNdLMfCkpDvmGUf2+Z+HeU3d5SJwyoO90L05j67sLthlKNYRvvEJz4xvuo9rso3CzgwGPpH3i+yXAErhhAd455YYm4q5Ha2r4NLPHI5oq5mQqUvfPOb3zzpzuIikpA32YcZ6aQD3BcQP8O/QvCgT0VdiFVOfBfH7lKrLODEOX3Hxz3uca0Q0heHmt9lS7i+eIQT0Gj3+wZO2e9X3z3iO3z5MCjfZEAYi/4p8SCv2JkF34JRrvt2aqnVFyetu9KXIS6rlN/s9waO4YCe+3YDSxoj35mgpI/UF/DNg1VfnDt27BPauGdtvrk+6YvPmG+7nMYQcPruQV0xFlatq2qW34gnk1PZHxbp4j3CAjrXn+twuE4c8vL07qYwEcecdyzn6wurtrVxzxr9s5rtW8TrrrvuOuV9Ytyxb+GoBRwyC0eGdMpz5YHAkjsUDDTi9+56wnUJODSo0XDy7GXMJmsWxmUEnHg+68bpaAXDOFKZsVPFUKMV1zOIY6YrW0xxDyr+aCQ2IeAQH56T/fsQDxppdsvKgsJFF100Sy8VRTfUqNTinsyWXXzxxafMnAZjjlh6MGOT4xfX1jwyo9gVKxDsMAWnU0OYJ+BwDjNOxDfPBEd6EKVwDhf34/x5YZsCDnGj8xW7qUU6KPsMcPCTQ0AYjt9iMND+UPm/WuW3VrSw1MqOVmHAQOLaa6+dPSKz61sCWPNdwroAMSHXvZEvlO2uj65ZJNOH2uUX/1Z5ppaZx2XD2972tracIaBv26ozpyF2JaNDPS+swneegIO1IMtkEGQWDbEcMsoLVhubClM6uMQltpkljogy1Nl9gbKBL5A80RLp4shEBlYZ83Zt493siu9xH0QirD2Ybe+GeQIO/Qkm2DYpdLAMJfzTRBoQtbJfnGUFHPoQiKs4Ex1aOtxlVPtvBmzMuvflOVZUWJN2Q+0B8K70ZSKdy5Tf7PdmihVeFjpZQjc0ycYEDOOPWI4eZTAfKY9jy2Jr8s0iQI5DfI6+ebAcOq4i4HDPVeqq2uU30kgeIqTkCaHgQn+HNmZdFnYs5Y1nMXbtC1jHxzkYKAyFVdrauGeN/lnt9o24kbbcNoWPqoj3PhwfQSRLRh51KJ2QpnQimtJRbsqMfFO8c+8EjzIz35T16s25557blOUxOxGnVSJRTAabYgrdFMGmKQ62mrLFeFM6uZNvWWbfm2Jm2nAsnZ2mDKgmX1v7xDKIasif0vFqSqetKR2c2o9Y+H6lcW7KrGpTLMHaeBGn+LfwzZa8oFSKTREjmu985ztNsZxpygxtUwZFS92NqqmITu29iojXvpelg9KmbakbbvmiYubcFAGgLfOl49CUQcgsRmVJQ1O2xmz/LjsNNaWBn/22jg+7VH7LjFVbbslr8rcMDpsyiJglm7+pn8uSjbaOnv2wxg+8S6WT05SlGU0RlNr6pgzeFnrirpXfMqvcFKuQplh7NUWQb4rZ+0LpWefJvAtFzGzKssmmLPWa9KhV+ZaBclueynKYhs9l6WdbxiY9fOCksjyyKZMNTRFG2r4EZWifA3lCGn70ox81ZeDRtifF5L4pVrOTk0WbQLvE+10El6ZYp7T3oSyWybPe+5TOdFOWabW/UWcW64SmLMFqz6dNW7ZN6X3YAl+SFtr9MinTFIuUpmyGMbk9KsvFmjIx2FCPwLPMwDdF3G+5wqSItAvEZH2nFpG/7adRlssETNvPoq9WRO31PbRz513oy0SUlim/ce26juQN7xPvZ5noat8P+sNnnHHGpEfuEt9JEZ5wUo26asJjFjqFslMmhZqyFKzt01B30fcrk9EL3WfbJ6/a1m47/kPPLxM1TRFFm2Id1RQhdWfq4KH4dr9XwOkS8W8JSEACGyZQtottitVR+9RibdeKGBuOwk4+rvi9aAd8HBkAIXQZliNQtiduyvKrdsDJAKBYvSx3o8pXFT8OrSBAJ7Esl2vKevbKT9js7egMllnhVoRFjDUsTiALOEwIICDse8gCDpOGBglIQAISkMCyBBRwliXndRKQgARGCDBDRihL2EbOahosAJjVZnYaKwAsdYZmpkdvtEc/YklXzPWbspRsNNZvectbmrJUoj3n4x//eFP8YY2e74/9BLCAYABJGStLfZripLn/xC18W3wKNcXvU/vkshylKQ7RtxCLOo/E+hHLkrLcodn3tNQhstxdFHCW4+ZVEpCABCRwHAQUcI4jn02lBCSwYQLFv0tTtkNvTTPLzgTtskGW3OVQnF43xZlsa1LP91deeWX7dz7nED+zBBIx4dJLL23OP//81lQ/pxOLmze/+c2teSuWGcUJYCts7ZvpcU7Ttj6Xnb3aZbiYzbNUiWWsLEfbZCi7yTVlN5bThMnrr7++Kbs8toIHS3RYXlucRm8yatWexRKf4q+pgfeFF17YFP8D1e59bDdSwDm2HDe9EpCABCSwCAEFnEVoea4EJCCBiQQQcLI1QXHA3Io4xQlhgz8o1kazBjfC61//+gZrhK7IE78f0hEBJ/sHKc7kmqc+9amtPwj8h7DEB984BEQH/KIcwjKKdedhcYzY+p3CHwLCF/5DwhIM8etb3/pWU7YQXXc0Trs/zyS/8XGE/zN8WuEXAF8gBPxrYLFy3nnntX/v239lm/nW9w3+2fCjh5+U4sBy35KxM/FVwNmZrDAiEpCABCSwgwQUcHYwU4ySBCSw/wQeeOCBpuzU0nziE59onV4OpYjBdtkJoHn5y18+dMrBfV+2Vm1YEoXIVXYU600fDs5xCFt2f5nsnLH3Rkf0JQ5IEQq7AcGs7E7Sijvd3zbxNwIOy7j6ApY3+L3BEmtfA2yvvvrq1u8N1jdlm+59TcpOxFsBZyeywUhIQAISkMCOElDA2dGMMVoSkMDhEGDwevvtt7cWN+yWULbwbZcFseNd2Tr0cBK6YEoQuRBzsETiH5YZLJfCIofd9x71qEcteMfjPp3dlK644oqmbAncWuDgUPfMM89snvvc527Vsuumm25q7rzzznYHLMo/Vma8A2XL9uZ5z3ve3gseLE/b1s5Ih1jiWUrHbmkELLb2dVldzht2tGNpKH6/dmWn0xw/P0tAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKQEFnCPNeJMtAQlIQAISkIAEJCABCUhAAhKQwP4QUMDZn7wyphKQgAQkIAEJSEACEpCABCQgAQkcKYG9EXBuu+22U7Lo7LPPPuVv/5CABCQgAQlIQAISkIAEJCABCUhAAodKQAHnUHPWdElAAhKQgAQkIAEJSEACEpCABCRwMAQUcA4mK02IBCQgAQlIQAISkIAEJCABCUhAAodKQAHnUHPWdElAAhKQgAQkIAEJSEACEpCABCRwMAQUcA4mK02IBCQgAQlIQAISkIAEJCABCUhAAodKQAHnUHPWdElAAhKQgAQkIAEJSEACEpCABCRwMAQUcA4mK02IBCQgAQlIQAISkIAEJCABCUhAAodKQAHnUHPWdElAAhKQgAQkIAEJSEACEpCABCRwMAQUcA4mK02IBCQgAQlIQAISkIAEJCABCUhAAodKQAHnUHPWdElAAhKQgAQkIAEJSEACEpCABCRwMAQUcA4mK02IBCQgAQlIQAISkIAEJCABCUhAAodKQAHnUHPWdElAAhKQgAQkIAEJSEACEpCABCRwMAQUcA4mK02IBCQgAQlIQAISkIAEJCABCUhAAodKQAHnUHPWdElAAhKQgAQkIAEJSEACEpCABCRwMAQUcA4mK02IBCQgAQlIQAISkIAEJCABCUhAAodKQAHnUHPWdElAAhKQgAQkIAEJSEACEpCABCRwMATmCjh//ee/bH79l79q/t5Tfn+rib7ttttOef7ZZ599yt/+IQEJSEACEpCABCQgAQlIQAISkIAEDpXAXAHn5zff29z5T7/e/P4L/mHzuMvO2pqQo4BzqEXQdElAAhKQgAQkIAEJSEACEpCABCQwj8BcAecX//W+5vv/5MaH7/OIZmtCjgLOvKz0dwlIQAISkIAEJCABCUhAAhKQgAQOlcBcAYeEP/hf/k9zz2W3Nz//43sf5rAFIUcB51CLoOmSgAQkIAEJSEACEpCABCQgAQlIYB6BSQJO3OTB//y/m58UIQernDZsUMhRwIlc8CgBCUhAAhKQgAQkIAEJSEACEpDAsRFYSMAJOA9+/bdCzi2bE3IUcIK+RwlIQAISkIAEJCABCUhAAhKQgASOjcBSAk5AevDG3wo5/239Qo4CTlD3KAEJSEACEpCABCQgAQlIQAISkMCxEVhJwAlYP/tPf9H6yPnFrfc//NUallYp4ARtjxKQgAQkIAEJSEACEpCABCQgAQkcG4EqAk5z0jQPfOknzZ++8pbm1/f9qmX4iN95RPOoC/+gefy//cfN7/z9v7MyVwWclRF6AwlIQAISkIAEJCABCUhAAhKQgAT2lMBqAg7CzRf/vPnJFXc0v/zuAy2CVrh56R80Z7z1zOZ3/9HvVcOigFMNpTeSgAQkIAEJSEACEpCABCQgAQlIYM8ILCfgFOHmLz//4+YehJvbf9YmeV3CTfBUwAkSHiUgAQlIQAISkIAEJCABCUhAAhI4NgKLCTgIN5/7rXBzx2aEm8gQBZwg4VECEpCABCQgAQlIQAISkIAEJCCBYyMwTcD5zUlz/38sws2//l7z0PeScHPB45sz3nZW1aVSQxmggDNExu8lIAEJSEACEpCABCQgAQlIQAISOHQCcwWcX/3Z/2v+5znfaB6688GWRbtUaoPCTWSAAk6Q8CgBCUhAAhKQgAQkIAEJSEACEpDAsRGYK+D8/OZ7mzuf8fVmW8JNZIgCTpDwKAEJSEACEpCABCQgAQlIQAISkMCxEZgr4Pzilvua//vRuza2VGooAxRwhsj4vQQkIAEJSEACEpCABCQgAQlIQAKHTmCugLMrABRwdiUnjIcEJCABCUhAAhKQgAQkIAEJSEACmyaggLNp4j5PAhKQgAQkIAEJSEACEpCABCQgAQksSEABZ0Fgni4BCUhAAhKQgAQkIAEJSEACEpCABDZNQAFn08R9ngQkIAEJSEACEpCABCQgAQlIQAISWJCAAs6CwDxdAhKQgAQkIAEJSEACEpCABCQgAQlsmoACzqaJ+zwJSEACEpCABCQgAQlIQAISkIAEJLAgAQWcBYF5ugQkIAEJSEACEpCABCQgAQlIQAIS2DQBBZxNE/d5EpCABCQgAQlIQAISkIAEJCABCUhgQQJ7I+AsmC5Pl4AEJCABCUhAAhKQgAQkIAEJSEACB0NAAedgstKESEACEpCABCQgAQlIQAISkIAEJHCoBBRwDjVnTZcEJCABCUhAAhKQgAQkIAEJSEACB0NAAedgstKESEACEpCABCQgAQlIQAISkIAEJHCoBBRwDjVnTZcEJCABCUhAAhKQgAQkIAEJSEACB0NAAedgstKESEACEpCABCQgAQlIQAISkIAEJHCoBBRwDjVnTZcEJCABCUhAAhKQgAQkIAEJSEACB0NAAedgstKESEACEpCABCQgAQlIQAISkIAEJHCoBBRwDjVnTZcEJCABCUhAAhKQgAQkIAEJSEACB0NAAedgstKESEACEpCABCQgAQlIQAISkIAEJHCoBBRwDjVnTZcEJCABCUhAAhKQgAQkIAEJSEACB0NAAedgstKESEACEpCABCQgAQlIQAISkIAEJHCoBP4/RrSdJJ9DIzIAAAAASUVORK5CYII=)
Part 1, install packages
Before you start you will need to install the following packages:
usethis - helper functions for package development
praise - fun package to give user praise
lubridate - package for working with dates
purrr - package for doing iteration
cli - tools for building attractive command line interfaces (https://github.com/r-lib/cli)
install.packages(c("usethis", "praise",
"lubridate", "purrr",
"cli"))
Once they are installed you can move to part 2.
Part 2, access your r profile
In order to change your rprofile, you will first need to get access
to it. This is where the usethis package comes in, which has the very
helpful function edit_r_profile()
.
Run the code chunk below to open up your r profile.
# run to open your r profile
usethis::edit_r_profile()
Great, your .Rprofile should now be loaded so we can move to part
3.
Part 3, add code to your profile
The below code chunk contains the code to make your rprofile a bit
more exciting! To use it, copy and paste the code into .Rprofile. Save
it, then restart R. When loaded look at your console and you’ll see the
new console take effect!
if(interactive()) {
# set up welcome
name <- 'Andrew'
hour <- format(Sys.time(), format = '%H') |> as.numeric() |> as.character()
morning <- 0:11
afternoon <- 12:16
evening <- c(17:23)
day_hrs <- rep(
x = c('Morning', 'Afternoon', 'Evening'),
times = c(length(morning), length(afternoon), length(evening))
)
names(day_hrs) <- as.character(0:23)
# clear screen
cat("\014")
cli::cli_text("")
# call r version
cli::cli_text(R.version$version.string)
cli::cli_text("")
# customise the prompt
prompt::set_prompt(function(...){
branch <- (purrr::safely(gert::git_branch))()
if(is.null(branch$result)) return("> ")
return(paste0("[", branch$result, "] > "))
})
# usethis options
options(usethis.protocol = "ssh")
options(usethis.full_name = "Andrew Peter Moles")
# bias against scientific notation
options(scipen = 4)
# speed up package install with Ncpus (parallel installation)
options(Ncpus = 6)
# increase install packages timeout
options(timeout=300)
# R compile speed up - https://twitter.com/grant_mcdermott/status/1493400952878952448
options(collapse_mask = "manip")
# hey, welcome to r
cli::cli_text(
cli::col_yellow(paste0(
'Good ', day_hrs[hour], ', ', name, '!'
))
)
cli::cli_text(
cli::col_br_magenta(paste0(
paste0("Welcome to R and RStudio! ",
intToUtf8(127758), intToUtf8(129429), intToUtf8(129430),
intToUtf8(127794), intToUtf8(128029))
))
)
cli::cli_text("")
# been using and learning r for x days
cli::cli_alert_success(
paste0(
"Using and learning R for ",
lubridate::today() - lubridate::dmy("1 may 16"),
" days ", intToUtf8(129504), intToUtf8(128187)
)
)
# give yourself some praise
cli::cli_alert_success(praise::praise("${exclamation}! You are doing a ${adjective} job, keep up the ${adjective} work!"))
cli::cli_alert_success(praise::praise("${exclamation}! I've been ${adverb} ${creating} R materials since 2018, how ${adjective}"))
cli::cli_text("")
cli::cli_rule(center = '#rstats')
# emoji references:
# list of emoji
# https://unicode.org/emoji/charts/full-emoji-list.html
# add code to search to find html entity
# https://www.compart.com/en/unicode
# Hadley quote to finish
cli::cli_blockquote(
quote = paste0(
'R is not a language driven by the purity of its philosophy; ',
'R is a language designed to get shit done.'
),
citation = '@hadleywickham, rstudioconf2022.'
)
}
Part 4, edit the script to suit you
Using the script, change parts of it to suit you. You can change when
you first started learning R, edit the welcome message or more!
To help you, below are some details on what is happening in
the script:
The first section clears the console screen so you have a blank slate
to work with.
The second section adds the prompt to tell you how long you’ve been
learning R for: it uses a combination of paste0 and lubridate. To change
this to when you started learning R, change the date from 1 may 16 to
whenever your first R experience was. You can add other achievements (or
failures using cli::cli_alert_warning()
) here too, like
when you graduated or learned to drive.
The third section tells you what git branch you are in. This is very
helpful if you are using git with R. If you are not using git you will
just get the default console setting.
The next section uses paste and praise to add welcome messages. If
you want to find out more about the praise package, check out it’s github repo.
You will notice within paste we have a function with a six digit
code: intToUtf8(129429)
. We are taking a html entity code
and converting it, which provides us with an emoji. How do we get this?
First, you need to use this list of
emojis to find the emoji you want and copy the code. For example,
the code U+1F995
is for a sauropod. We then search for that
code in a unicode
converter, pasting the code in the search menu. You should get a
page up with the emoji and other information; you’ll want the
html entity part, which for the sauropod is
129429
. You only need the digits. Take them and add them to
the intToUtf8()
function and you’ll get your emoji!
The final section adds options. I’ve added Ncpus = 6
,
this effects the install.packages
function, and using
Ncpus = 6
means it will use 6 cores rather than the default
2 cores; this means it will install packages much faster!
That’s it! Enjoy editing and making a welcoming rprofile.
---
title: "Changing your .Rprofile tutorial"
author:
   - name: Andrew Moles
     affiliation: Learning Developer, Digital Skills Lab
date: "`r format(Sys.time(), '%d %B, %Y')`"
output: 
  html_document: 
    theme: readable
    highlight: pygments
    keep_md: yes
    code_download: true
    toc: true
    toc_float: true
---

# Introduction

This is a short tutorial for fun on how to customise your R profile, which shows in the console every time you load R. You should end up with a console that looks something like this:

![](rprofile.png){width="603"}

# Part 1, install packages

Before you start you will need to install the following packages:

-   usethis - helper functions for package development

-   praise - fun package to give user praise

-   lubridate - package for working with dates

-   purrr - package for doing iteration

-   cli - tools for building attractive command line interfaces (<https://github.com/r-lib/cli>)

```{r eval=FALSE}
install.packages(c("usethis", "praise", 
                   "lubridate", "purrr",
                   "cli"))
```

Once they are installed you can move to part 2.

# Part 2, access your r profile

In order to change your rprofile, you will first need to get access to it. This is where the usethis package comes in, which has the very helpful function `edit_r_profile()`.

Run the code chunk below to open up your r profile.

```{r eval=FALSE}
# run to open your r profile
usethis::edit_r_profile()
```

Great, your .Rprofile should now be loaded so we can move to part 3.

# Part 3, add code to your profile

The below code chunk contains the code to make your rprofile a bit more exciting! To use it, copy and paste the code into .Rprofile. Save it, then restart R. When loaded look at your console and you'll see the new console take effect!

```{r eval=FALSE}
if(interactive()) {
  
  # set up welcome
  name <- 'Andrew'
  hour <- format(Sys.time(), format = '%H') |> as.numeric() |> as.character()
  
  morning <- 0:11
  afternoon <- 12:16
  evening <- c(17:23)
  
  day_hrs <- rep(
    x = c('Morning', 'Afternoon', 'Evening'), 
    times = c(length(morning), length(afternoon), length(evening))
  )
  
  names(day_hrs) <- as.character(0:23)
  
  # clear screen
  cat("\014") 
  cli::cli_text("")
  # call r version
  cli::cli_text(R.version$version.string) 
  cli::cli_text("")
  
  # customise the prompt
  prompt::set_prompt(function(...){
    branch <- (purrr::safely(gert::git_branch))()
    if(is.null(branch$result)) return("> ")
    return(paste0("[", branch$result, "] > "))
  })
  
  # usethis options
  options(usethis.protocol = "ssh")
  options(usethis.full_name = "Andrew Peter Moles")
  
  # bias against scientific notation
  options(scipen = 4)
  
  # speed up package install with Ncpus (parallel installation)
  options(Ncpus = 6)
  
  # increase install packages timeout 
  options(timeout=300)
  
  # R compile speed up - https://twitter.com/grant_mcdermott/status/1493400952878952448
  options(collapse_mask = "manip")
  
  # hey, welcome to r
  cli::cli_text(
    cli::col_yellow(paste0(
      'Good ', day_hrs[hour], ', ', name, '!'
    ))
  )
  cli::cli_text(
    cli::col_br_magenta(paste0(
      paste0("Welcome to R and RStudio! ", 
             intToUtf8(127758), intToUtf8(129429), intToUtf8(129430), 
             intToUtf8(127794), intToUtf8(128029))
    ))
  )
  cli::cli_text("")
  # been using and learning r for x days
  cli::cli_alert_success(
    paste0(
      "Using and learning R for ",
      lubridate::today() - lubridate::dmy("1 may 16"),
      " days ", intToUtf8(129504), intToUtf8(128187)
    )
  )
  # give yourself some praise
  cli::cli_alert_success(praise::praise("${exclamation}! You are doing a ${adjective} job, keep up the ${adjective} work!"))
  cli::cli_alert_success(praise::praise("${exclamation}! I've been ${adverb} ${creating} R materials since 2018, how ${adjective}"))
  cli::cli_text("")
  
  cli::cli_rule(center = '#rstats')
  
  # emoji references:
  # list of emoji
  # https://unicode.org/emoji/charts/full-emoji-list.html
  # add code to search to find html entity
  # https://www.compart.com/en/unicode 
  
  # Hadley quote to finish
  cli::cli_blockquote(
    quote = paste0(
      'R is not a language driven by the purity of its philosophy; ', 
      'R is a language designed to get shit done.'
    ), 
    
    citation = '@hadleywickham, rstudioconf2022.'
  )
}
```

# Part 4, edit the script to suit you

Using the script, change parts of it to suit you. You can change when you first started learning R, edit the welcome message or more!

**To help you, below are some details on what is happening in the script:**

The first section clears the console screen so you have a blank slate to work with.

The second section adds the prompt to tell you how long you've been learning R for: it uses a combination of paste0 and lubridate. To change this to when you started learning R, change the date from 1 may 16 to whenever your first R experience was. You can add other achievements (or failures using `cli::cli_alert_warning()`) here too, like when you graduated or learned to drive.

The third section tells you what git branch you are in. This is very helpful if you are using git with R. If you are not using git you will just get the default console setting.

The next section uses paste and praise to add welcome messages. If you want to find out more about the praise package, check out it's [github repo](https://github.com/rladies/praise).

You will notice within paste we have a function with a six digit code: `intToUtf8(129429)`. We are taking a html entity code and converting it, which provides us with an emoji. How do we get this? First, you need to use this [list of emojis](https://unicode.org/emoji/charts/full-emoji-list.html) to find the emoji you want and copy the code. For example, the code `U+1F995` is for a sauropod. We then search for that code in a [unicode converter](https://www.compart.com/en/unicode), pasting the code in the search menu. You should get a page up with the emoji and other information; you'll want the ***html entity*** part, which for the sauropod is `129429`. You only need the digits. Take them and add them to the `intToUtf8()` function and you'll get your emoji!

The final section adds options. I've added `Ncpus = 6`, this effects the `install.packages` function, and using `Ncpus = 6` means it will use 6 cores rather than the default 2 cores; this means it will install packages much faster!

That's it! Enjoy editing and making a welcoming rprofile.
