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5ubq1bt9R1nbF/pBAj8sw4y1NqtjpYpVw5TCmNjo7esmXLRx99lGc3Y4MkSQcOHBAdiESRt0aNGrdv337UXbZGF1yjpy5jbPz48QcPHuzevXtCQoLodZW77G6z2aZNm5a7B/Jf7i8h5Pvvv+ecT5gwgVIqctrYeBFp7u7uycnJRkLv3r37+PHjAwcObNeunaIo4kjNnDlzz549HTt2/Oqrr0Q0ilrxo0ePduvW7ebNm9OnTxclUcZYdna2p6dn3759r127tm3bttTU1EdtXnZ2tv21iH1/Y0C+AsDfzTxCyP4D+zWd/7ImRlVFDSG1L5MZcUUpoYwYA8nkepbmKubq9/89eIEkSR4eHj4+Prdu3WrTtnOBAm6EP9Q/WZblcuXKzZ8/v0WLFkWLFhVFRqPcabQ7igwQXYjj4+MlSQoKCvr6668bNmz4+++/G/e0iLQQTZhiZ2VZNplMXl5eUVFR4jWnT5+OiIi4cOFCpUqVJk2aJPpYiWpYo2Any/K+ffvsC7W5rxuMW3GMCwhfX19fX98dO3YULFhQ07SQkBBnZ2cjvdzc3EJDQydMmCA694rbiqpWrcoY6969+7Rp01asWMEYCwgI8PHxiYmJady48dKlSw8ePCj2iHNeuXJlWZb37NkTGhparVo1sbPlypWz2Wy9e/cuUKDADz/8cOHCBUVRxHETR1J8auLvrl272u/I2rVrCxQoIFoKIL9B+yvAy/ajlWVd13Wu64TLJiuhTNe5feD9zfgWq7GPourVq7dv3/6bb74p4OGkkUxCJEL+7K3j6Oi4aNGi9evXy7LcvHnzmJiY6tWrG3W5PXr0CA0NNe5w7dat2/bt2wkhJpNpzpw5e/bsMZlMIjmqV68uMk+SJG9v78mTJ3t4eBgNn5mZmTabTVTnDh8+3GKxmM1mT09Po62Xcz5ixIiwsDBRsyqqZEuWLBkeHp57JznnDRo0qFq1quj9VL58+YkTJ3LO69SpM23atEuXLomNr1u3bmBgoHE5Urx48Z9++mn79u0ijFVVrVChgriqEC2msiwrilKrVq0ZM2ZcunRJBHOJEiXEfUe6rg8fPtzT05Nz7uDgEBERsWvXLlVV+/XrV6hQoVu3bomDVrly5Zo1aw4ePLhw4cJi8zp06MAY8/X1nTRpUtGiRe2ru8XIUBhxIn/C+MMAL1/59e7dux4eHoTRs+eu+Pn52udrjopW+vhmV2N04gdFVibx3CFNKR04cOCECRN69h307bjRVplS9lBPXRFmRk9do7BFHvR7MsYs5JyPHz9+9erVa9ascXNzM8qaxotFO6j9QIBimy0Wy/Tp04sXL96wYcNbt26JW1qNMY3Fmo0FOefbt2/v1q3bmjVrxL1AOfbI6ColglksQh50szLGLhYXEPbLilGO7ccTNnZBbIAx+pL9oRb1ug4ODmIOQfvH7QflIA86UecYNdoYkNkYutlooo6Ojn7//fevX79eoEAB/DTyV7jajz/8mMveRz31DIvk57W9YruDg/OqHhzOeUxMjCSbKDVRplF2v0/Q/Ypfer+OV1QLU/bnmdr+zH6/VZUQiROJE4nev/M1R42x+JtzXqtWLT8/vznTJ6RkpB05fyvHVsmyLGpxxR9iewwmk0mklCjhNW/e3GKxrFmzRrxeNKDat1Aa/2u/zdnZ2Z07d7bfMKMLlbENRlNxWlpaVFRUvXr1QkJCTCZT7sZdY2OM9YgtlyTJeNBYp/2CYpvFhtnvoPFi8YhYlbFfsiw7OjqK1twcjxuHy/4RYw3i+IsH7TfV2J5WrVplZWWJcMXPKr+tDeVXgJev/Fq5cuWTp06P/GJM948+cnF2eegX/PAMOY8u11LxWtFXyXiSMj3Pk4WqqrVq1Tp65FjS7bvObjKjpmfefk3TUlNTMzMzCxcu/LTL2my2xMTEQoUK2Xc7yk1V1Zs3b3p4eBhDLwH8++VXtL8CvGSMOkZ/fz8nJ0eucypKqfShjLUvgObOSxGj1EjWB6n8mMtzq9UqMZbJ9cTriUW8vcxMIkwiT9/cK0mSu7u7qBwmD+pIc18BGHWh9tcHZrPZ39//L99ClmUfHx+jmhffGXgh0H8Y4CVj1BwuW7Y8JeWuLEuE6M8wpD99aCH9wb9HnCkYy8rKIkSXGGfEJMmySp4lXHNHOOd82bJlCxcuzF1MV1V1zJgxhw4deoZJ2UQLJcIVkK8A8KR0XZ87dy7nfNPGjWlpaf9C846u6999993FixedXVwcZVqkYAGV830nLivP6a1Xrly5YMGCPEN9zJgxJ0+eRDEUXspLYRwCgJeIuGPS19dX5zrRuYXJ9OFS2qMGasijwfV+12Kjw+rjumzcuHEjLS2tQ5ePUyUtPTHDz5sW9irINVWXJFVV169fb/S29fb2rl69OiEkJiZGjLtkMplef/11R0dHY0BgkdkxMTG6rhcrVky8i6ZpR48ejYuLE2lauXLlgIAA0buKc37nzp2dO3eKe5OM/skREREWi4Vzvnv37pSUlKZNm5rNZnxJAPkKAE9H3Oiybt262NhYSsm/1jHRuI+Fq5IzdU7NTGYy1TTCJJ0QkpaW1rJlS9GvVdO0oKCgWbNmXb9+/YMPPlBVVdxVMnr06M8++8y4AtA0bd68eR999JHJZKpZs2ZycnLBggXFiIliIjxRYhYzzIg8HjRo0MKFC0Vai+3RNO2rr77q06cPY2zEiBH79+8XY+4D5BOoHwbIX+zvqiQPmiE1TYuNjX3zzTebNm3at29fMXQfoXp6Rhp5MJJD7q5MD3lQXqX0z7H+KdHzXMp+Y3Rd37Nnz9y5cyml3OxgkzN8/T0k4pqUmEI4NW6JsVgs//3vfzt06HD58uVDhw4tW7bMZrMNGzZs6dKluq7PmTPHKFiLkYqXLVtmMpm2b99+6dKl06dPE0J27969bdu2li1bnj9/vlGjRhMmTBDz3Int2bNnj4uLy65du9q3b08IsVgsrq6uUVFRxh2iHh4eGCYQUH4FgDxiVYzSIApnN2/ePHDggKIop06dGjNmDCHEZDKJseYppS1atIiLizt06FDLlpEnTp1hlBJdp+xxl8uiWtguXHVCdPIEM82pqpqSknLz5s2CBQuOHtafcZZ4OyXQt0C1yoGyJBtdfz/44IM+ffpomhYdHU0IUVXV19e3evXqAQEBFSpUSE9PN+aWEXmsqmqZMmUqVaq0YMGCjh07UkqvXbuWnJzcpk2bAwcOvPHGGzExMTabjTy4V3XHjh0jR46sX7++OFDt2rWzWCwzZszo27dv586dk5KSBg8e/PibdgBeWL7+/5xf/hXeHRycl+XgGKP1ZmRkcM4PHjy4ePHi69evb968WUy9EhAQ4OXlpet6ly5dgoKCCCGvv/76pk2bOnbsmJCQ8L///a9r9+6U0WfYgEedF+yX4px/++23JpOpePHikiQzRiRZyr3m1q1bkwcT6YhHSpcuXa9ePUmS6tevv2LFCvuhIcReN2nShDFWo0aNqlWr3r17V6xw7NixIlBDQkKMGd80TevateuxY8fKly8fHx9/+/ZtRVE+/vjjDRs27Ny5c+fOnfHx8QULFhS1x/hZ4WeVT9Ym566VekyF1RM+/pKu7RXbHRycfHhwxHShIjZESfTu3bsxMTGU0sTExM8++8zoKKvreqNGjSpWrMg5f+edd6pUqWKMBSg0atSoWbNmP/30U/Sy5RH13wgqGcQfjljpfoFVv59rf97nmvcIiI/a7FWrVsXujdUJmbNw/q2UDHdPV+8CVpuWxhihuqMYA05RFPJgYGTRSEwp3bp166xZsypVqjRlypSgoCD7G3LECH+TJ0+uU6dOSkrKL7/8Uq9ePTGS0bhx4+rXr79jx47ExERPT09xDysh5Ndff+3YsePgwYP79OmzadMmznmpUqW6dOkybNgwTdOqVKnSpk2bx0zCg58Vzjn//tpQPwzw7zGGnmeMff7559euXcvIyBBzgIuJYkQ+TZ061cvLq2rVqsWKFTNG1s1d3Pzoo4+2bdu2Z8+eY8eOlwgq8U9sMOd8+vTplJIePXpeupjg4xeaajOtXHaoQf3Q4r4OTKJ5nmZUVbVYLLIsz5s3b+3ataqq2s+iKroEy7Jss9m6d+9evHhx+37FXbt2rVWr1u7du5OSkg4fPixmBRBLzZs378SJE0ePHhWHkXPevXv3oUOH5pwCCCB/QL4CPE/2BVD7miJK6e3btznnoretoiiXL18WxdnAwECRo507d27RooUYz9aYNI0QIvr4GHO9GapVqxYWFhYfv7L3x70iGrzh4u7O7KaBFYmTc3z/h9tcHxNLuq6np6ePGDFi3759ssVaq3rtOrWqOEhUsqZ1aF+dSjrVuegOZTKZwsPD3d3dRUbWrVvXz8+vR48eqampGRkZNputSZMmYkZVo3zJGIuOjm7RooWiKG3atAkPDxeH5fLly9u2bUtKSipVqlTPnj1Lliz5+uuvFyxYkBCyb98+Ub6vVauWmBiHMebo6Dhp0qS+fftWrFgR3z3IbzD+MMBzDlcxxQp5MMLf8uXLRY526dKF2M3RXbZs2ebNm+u6Xr9+/YiICOP1jLEnfC/OeUpKSuHChXVdX758+ZvN3yKEcq5LErP/iT9m4MNH5atoQ924ceNbb73l4ODQd8RXH7Z8NynTycUhxa9wQWcTN0mmHK+3n8dGVOoaHZpUVTVaUnPsglFsFUdGFHPti7NiKXE3jv28MeJNs7KyPD09xbWLcX8tQL4IV4w/DPB8f1FicGBd18ePH3/y5Ekx+J+4N9RisWRnZ2uaVrdu3Z49exYtWrRKlSoiP4xy6lNlOefcarX269dv8uTJn376mW/hgCpVKj2XHWGMZWRkTJw4kRBitVrff/99JTXrVlKyyVtdseNKp4ZFcrzefqRfY2BCY7+MmW0e9V4ig8WkMcYkd6LW14ht+/nGRbjOmzdv48aNhJBevXrlOUkOAMqvAC9lUdXo2irqgZOSkoxBhVRVvXbtmpj4unDhwiVKlJAkqXbt2sOHDzcm4jaaFZ95G0QUqar67bfffvXV1xazZfee3SWDgriuU0Kk+7OY6bkvAh6/TkLInTsprVq12b17Z4ngUqtWr/ItWlyyaSamUM5uEOZnoYzJeZbd/6EqAeM0ZTS16ro+ceLETZs2RURE9O/fX7Re42sJ+epqG/kK8CxEDaqmaQcOHPjjjz8IIR07drTPGMbYwIEDdV0vX75869atRfnsnyhjiVtUe/XqtWDBguLFi8+ZMycsLMx+0vInD1dRjly/fv3KlSsWL44qVjR40fzpVapWj09MVWySX4CZE9Ops5crlC5hYtILP/7GZOyiZRrlV0C+ArwKpkyZcuDAAV3X9+/fHxcXRx50i2WMVa5cecCAAbquv/XWW+J2zD/vh/sHylgiaRISElq2bHn06NEyZcqEhIQsXLgwz9rmv8zX1atX9+3bN+F6vLOT25xZi4tVqJAQnx4YXCArI/vC1bRCnq71Q10VyWp+0f11Rf2BuKARyYouxJB/8xW3M+Nebxwc43Fx+haRKR68dOnSmTNnOOf//e9/79y5k5KSkpGRIU70PXv2lCQpJCSkU6dO4nRvlKX+td0hhGRlZfXo0WPRkkUSZR5OLnUbRIwfP97Hx+cx0S4iStO0S5cu7d+/f8SIEakpGRmKLbx+8xFDR5er6G2zmQu4kbQ0+cLVmyHFvVwdLeKGV3xzsDs4OI9fBOVXgEcWjzRN45yvWbNm8eLFjLFTp05dvnzZiFvG2NatWx0cHHRdF6NAiL45L7AspWmazWY7ffbk50O+2LHzMFWTy5cvX6BAATc3t2XLlj1qqZEjR+7bt++PP/74448/KKVc0r+e/GXbVp30bMnVXbXZTBYXnqU43k5U/HyYs2yhGLQc4GnLrwAvF1EvSnINSf/kCWp8841xCo0ur4QQVVXXrVvXokUL8mDI3CZNmlgslpCQkFGjRhn9Wu0vWl9sFeX9cRa5kqnRST8sip733ZkzJwglnOuybtJ0Ja9zAGESk5hJ50pYjRr1GjRo9+5H1CrdSTKld70AACAASURBVFbuJaUFBxdMT886eSXdwcGpmMe9AF9fVzcnScJXD+CJ8hU97uClTFZFUWJiYkqWLBkaGvp3fgCKopw7d27FihW+vr6RkZFeXl4iI43KYUmSRo4c6eHhQSlt3769o6OjiF4xzyh9srEa/rXfMyGEMubApM/7dixV2OfS5fO3krL+N+N7rl5X85oMnRJZ1xybNGv9Rnj15pFNUzJ48aKuNiLLLLlyuaCUO+mn423N6vg5SUSzFNI0jSFcAZ78J4nyK7x0xOxm/fv3nzhxYosWLZ5tSm1R3NyyZcuQIUOOHj3q6OgYHR1dv3590S1IDAGRmpp69erV4OBgs9ksSslGITXf9qZRdY1qGtN4cqZmtUo2Tbn6exxV1byrdRnhhBT2KeLt4aTp/Pa9LB8Xi0ble6np7i7OtmztakqGr5eLg0w0yimhEmGMon4YAOVXeGlxzm/evHnmzJmKFSveuHEjKyurTJkyJpOJUiqGg58zZ05iYqIsy4+ZkoxznpiYeO7cOS8vryJFijg5OYnFL1y4kJGRERgY6O7uHh0dfeTIkV9++SUoKCgoKCgjI+P8+fPZ2dmlS5d2cXFxc3OrUKFC7jJifiZTicgSkYmnSU3VlVOnUy8lm13NFk8nx9LlHPbsv+ZFCxaraDlyKM7Xw5uadVcHtv/S3cACqtlqvpyQ4V8oyyJLm/clNIoodeL4b63qlxarlQiKrgBPRxo1ahSOAuTDfN24cWOLFi1KlSr1n//8R3TPqVq1KiHk7NmzcXFxbdu2nT9/fqtWrcqUKfOozEtMTBw8ePCYMWO2bduWmZlZsWLFuLi4YcOGffPNNzNnzhRl1tGjR+u6vmTJEicnp/Dw8Dlz5vTr12/RokVms7ls2bKiNvhlLeVrjLF0fx+XCoGau9XVrQBNTqTVyrun6dq531I5c5LNpFwZN1+rNStbc3M3mxwzk9IyA6xSoI9nzbLubhItW8KTUsQqAMqv8AoRIxxxzk+fPj1u3LjTp0/PmjXrzTffLFGiRGhoaLly5S5cuPCXRcklS5acP38+Ojr63Llz06ZNq1279r59+3777bepU6e6uLhMnTp18eLF3bp1mzlz5oYNGwIDAy9cuPDjjz+OHz+eMTZjxoySJUu+/fbbeU5c83L8vCXCbO7ExCVSyNlT4Vw3m3QrocW8TW5mJ8mkmohkIRJnSsEAD2ddZ7pZ8nFxcLVoVso0RTI7aUTDCQLgmeHnA/n00k+0dDZu3Dg8PPy1115bunRpbGxsUFCQKFOKgQkfv5KQkBDG2OHDhxs1atS5c2dZlitXrvzaa69dvnz5zJkzFy9edHBwCAwM5JzXrFnTarWOHTtWURQPDw9VVT09PVeuXBkZGfkSj1pAiWQhhDDCiDuxEEKIAyGEuLsQdxe7l5nMhe9XsZucnB88KLkSQhjqhAH+TjnB/oz2mJPdUz3+kq7tFdudV+DgaJrm7e0ty7LVarXZbFevXn2qL3fdunVHjBjx+++/9+vXLyoqKiUlZePGjQMGDNi7d68kSf7+/jne98iRI5cvX37vvfc6dOiwdevW2NjYHF3/8M3B7uDg4OA8+SJ/ll//f84v/wrvzqtxcM6cORMaGnr58mVJkurXr5/nImIAXkmScowIeOPGDVmWx48fHxsbGxkZabVaR4wYUalSpcmTJ2dnZ585cyYpKcl+JW3atElISNiyZYvZbD5w4IDVaiUPD1uPbw52BwcHB+fJF0H9MOTj2hXGtm7dum3btqtXr7q4uJQqVepRF4x9+vR56623mjVrZv94XFzcp59+WqVKlXv37gUFBYWEhERERGzZsqVr166Komzbts3Pz8/+vWrWrPn99993797dxcVlz549H3/8ceXKlTGqLQA84xkMh+BlYUxGbQw2ZDwipp4WQ+YaLzb+frl2MMeFYaNGjdLS0goVKjR+/HgPDw/7p/z9/S0Wiyi8RkdHnzx5MscKa9So0b1792PHjnHOx48fL8Zdqlmz5rZt2woXLvzWW295eno6Ozv7+vqKu10DAwO//fbbtLS0w4cPDx48+L333sO3DgCeGcaXeGmIDBATWRNC1q5dm5WVJcYInD59eq9eveznuI6IiHBzcxP/KZZ6KXbQCFrG2C+//NKqVasjR46ULVtWVVVZlo1B80VtsBjFyWw2c85Xr17t5eUVHh6eI7DFsTLGMhSjMhlFUuMdxR8mk0n8wRgT1zESBgMEgGcLV9yf8xKV7URI3L59e9KkSVlZWT/++GNaWprJZFJVlTEWGxsrgke8vmPHjm5ubj179ixZsuRLERKqqopB86dOnRoXF9evXz8xDznJNSwwIUTcukMptVgshBBJkkqWLBkUFJTnV1yM1H+/uoYxsaB4UKzfuANHXI4Y4yNivm4A+DtwBnkJSnWUUk3TVq9ePXny5Kws5eiRIzolsiz7BQQayWEU1Cild1NSFi5cqOv65s2bP/zww969ezs4OBh5kx92xyhSq6oqdmHMmDE7duyglJ48eTIzM7Nhw4bOzs6hoaFWqzVH/hlXG/Zj65crVy53NYz9VOfGg0amGuFtDHxovwhKrgDwd4uwqB/O5xRFSUhIaN++/cGDBznnhMjBJYMrVank4+s7dNhQs9nyYIppSghRFdVkkpcsjdq4fs3169f37NkjsmTu3LnBwcGVKlV64bEhSo3Hjh27ePEiIWTy5Mn79u0TGylJEufcx8cnIiLCw8Pjm2++0TRNVP8+2ww5AAAvLFwxP13+l52d3bZt25iYGM55586dK1WsVrJkycpVq5gdLKqae4I2nRJCKKGaevXq1TVr1gwaNEiWZV3Xy5cvP3v27IoVK77Y3YmOjt6/f39sbOzevXsfqkiR5QULFui67unpWa9ePVHSNcYWRr4CwEucr/8P55fPz7uj63pCQsLp06enTJmycePGxk2bj/tmvJeXl9XqQB6u+aSU6kQnRCe5akQ51xKuJSxbvnzXts2bNm3y8/ObO3du3bp1H9Oy+My7Y/QeEoVUURiNi4sTAxmuWrVq586dkiQlJCSkpqZqmvbBBx+IjR8/frxoeTUGZsI3Bz8rHBys7WXfHZRf8y9FUSIiIsRIQ2FhYbPnzPPx9eOcU8py5yihJM98FSVaVdWUzLRhw4bNnj3b09Nz7NixnTp1eu7FQVVVjU5YFy9eHDlyJCHk0qVLJ06cMNpKRUNyVFSU1WqNiIgQd9cYrar2raQAAK9O+RXyCdFCGRcXV6JECV3Xq4fVXrN2jSTLhLDcracikygVEZvz8fufMSVUVVVV+2L0F999N9lisSxevLhBgwY5OuU+VZTKsiy2U5RZU1NT7969SwhZuHDhjBkzsrOzk5KSRHDWr1/fZDLJsjx37lwXFxdZlu37N9l3WSIvw+xvAADI15e45Hrs2LFOnTqdO3cuPDz8h5lzChUqxJhkfGZPnq/Gi6mqiU64Awf9Z8qUKcHBwcuWLStVqtRjJk99DHGTqK7raWlpa9as0TTt119/jY6O1h+QZblp06ZiOrlPP/3UbDaLxzVNE3fUAAAgX+Hftnv37h49ely8eDEsLOyHH37wDShmMpnt70V5hnyVdd1mU2SZpaWnjh49etq0aRUqVFi8eHFwcPDTbp6u60lJSb169WKMZWZmrl+/XpIkcfequFH1hx9+CAgICAkJKVKkCLEb5IHgplIAQL7Cv0+0RKqqOmfOnE8++cTN3fPk6bMWi0XUo+aI1T/701JCiJ7njZ72S5nuRyOnjCiK0rxJ8y17dtRu2m3j8u+skqZRs33oiRtSRViK+ltN065du5aYmNiiRQsxHGNycjLnnDFWpEiR4OBgSunUqVMDAwMJ7hwFAMD4TfktX0VA9u3bV5bld1q0cHBweL7NkSKULRbL62/U3bpr977189PTx9/MTC1SyItQlqP4q6qqqqpLly7VNE3TtJ49e9pfjb322msNGjSglNauXbtWrVrooAQAkAPyNb+QJMlmsy1cuFA2mVVV7d69u0isHJULxg2v9/+TiNrhPKKU2NcZPyjrinR8K/LtESO+tEhZ076b1r1XDxvXzFQnuqQTTSRr+/btLRaLqqorVqwwm83Z2dlivN/33nuvffv2jLGgoKCiRYsas6CjjxIAAPI1nxJBtXdvrKbTL78eF1QymFLKuZ67ZvjhIH1sgVUnVMSzxB8sTAkhwcGlBw/9z7ivvzp+eK9Pgb4b9l0q5++qkTsDPxu9d+9eSumNGzfE9vj5+YWGhuq63q5du3fffVfcgWPfhmq/PUhWAIA88hW3M7/wDTh16tSChQsrVqpSNzw8d0vqM2wboZTk9RRjzNnZmVJ27vyZyTPXufoUb1GvFCcq56qrqyshJDw8vEuXLrqu+/n5vfbaa6JaWNyNk7sSGN8cjBKAg4PdwcHJ/RT6N+UXnPP//e9/n/Qf8Obb7/w4dy4hlOgPfWYPlxQfKrnmHj5Q/KdkTPBLuX35UrT1Nm/SdPu27U5uAWrm3Qxqrla9qr+3dcmSJQQtqQAAfw/6N+Ujuq737t3b0cnpnRYtKCWMMk37pyZIZ4xpmiZZZZvM3V18BvTv51sioMHr9X08nTHpKQDA84lYlF/zT/nVYrG4uRe4eu061zjXdWbXp/fPDk3i/+lDj9s9a9fviRD2oPxKWR4f8aULFyuVL5elKVt2bb2Q4FmlSuHy/u64PxUAAOXXV+3DECMccU2nlDLyiBljaM6l8i6h8gdhTPN+L0JIyVLBCiGcE5Ns+eCdMpTpMvq7AQA8J2hmAyJxaqaZZl03ZmsHAADk66tXkiWEPih6UkLZQ/+MAihj7OFB/CmllOnk/j9GWF5L5TmRqk3Xtu27q3Aac+BiNtcI4fgQAACQr69cvBrh+mBW16db3Ljn9X7d8F+vRCI8MMA1OSnZv4AL1dS/uKkWAACeKl8fMzjAo556hkXy89pe7AaI8Rzs/vehu27ow+xXZQzVdP+fXdnXvhtUjjcV/dooYbLEdEIURmwm5wwuE0nSif7Kf9av0jcHBwcHBwcnf66N2Z9wH7XAo556hkXy89ryw+7Isqxz/mfh8+GPLc+IFS9lnDBOGH2Qr4QTwh9VctU0jXO+8deNlEg6kcySnHDl3t07GQfP36I6zbNW4xX7rF+9bw4ODg4ODk5+Wxvqh/MLMW1qZmbmjJkzSd6DCj+/WgvGCCFTv5vCda1wsQpmq0fNMC+m4MsAAPD8zrQ4BPkEpXTTpk227OyD+/bJlFJyvweTkKOimFEqESqRnB2aCL3fAJtnPybD/elaKSO6cuvWjc4dOw0bMrRQQXOn+iU0W4amcVHAFXXInKO7EwDAU8P9jvnmSocxJycnneu6pusaoTJ9fK8k+tDoiX8Wgx/UCT+u/CvL8vHjx6/GXWVUKlww5Ep84r3dfyx77U0P/4olnK+3a92ysF/hmjVrcs5FR2V8OgAAyNeXG9f5sWPHdu/eVSc8/J+rI+acr1279tzZc9UrV3rjrWYeXl6zF65I13VHi7R2zeqY1auKFC3y+uuvc86rVKnSrVs3TIwDAPC0MD5ifqHrus1mGzBgwKxZs4YMGdKv/wCroxMhhLGHRgN+MNHcw+F7v0MT+YvJ7B44f/58rVq17qXea9W24+xZ0yRZTbtLrY48WzNFNmmgKeqBgwfEQMRubm7+/v6yLL///vsffPCB1Wo1m82MMVFvnOM2XAAAME6/yNd8lK+U0qioqA8//JBSuu/gweBSpRljlLLnnq+nTp2qVKkSp3Td9tOFCnp5u8vXLidWqlJ8z/6Tr1UvryiZnw/+XJIkzvkPP/zAORd/U0rfeeedVq1aEUJKlSoVGhpKCLFvGwYAAORrfiS6FDk4OOi63vrdtj/++KOmcZPZQuxaU8VA/cbAwnZ3wupPkqyEEE3TRowY9u2EiZzr6dkZ5y7e8vGwFnBzY1TVmCwTleqUUIlSqqrqypUrKaU2m61Tp06apomSqyzLoaGh1apVU1W1SZMmLVu2NC4RxHcpx6wDAAD/r/MV0/nmh93RdX3JkiUffPBBgQIFoqOja9euTYmJEMIYfehmVrsCa55rMxLO/ild11VVXbZsWbeuPV3dfaKiowJ9vcyuBSwm6WLCnSLeZl9Pr9xrE/2HMzIyMjIyxo4dyzlPS0tbunSpoiiU0gIFCnh6ekZGRtapU0eSpDJlyhQpUkTTNEmSHrVt+ObgZ4W14eC88ruD8mt+LML+/PPP7dq1I4R4e3tPnz69WdO3yRNXCD++/Krrenx8fPPmzc+cPjNwyLCBQ4feuZcimyQ3k/PviclFPN3cXa15rk1VVdHIqmmayWSy2WyHDh1SVfX27dtt2rRhjHHOTSaTqqoVK1YsWrRoWFjYgAED0C4LACi/Il9fPDE53Y0bN0qWLEkIsdlssizrur5s2bJmzZoZ98nkGZx/WROrKIosy+fOnWvSpMm1a9fav9/108HDnVwdihRwOH31XgFXp4CCVFMssvlZZla/cuVK//79dV2/c+dObGys2E5HR0dd1zt27Ni9e3fOeUBAgIuLi3ErLW77AQDkK/xLVFVNTk5u27btnj17WrduXaNGjQMHDixbtszZ2Xn27NlvvvnmYxo1/zJfNU07efLkRx99dOTIkdq1a4/++jtfPx83D8cbN5LMFrf4m/dqVfCxUhOVnqXFVDQbU0rj4uJWrlzJGPv0008554wxSZJEtHfs2LFGjRolSpSoVasW51yWZeQrACBf4R8vueq6/t13361bt27nzp21a9devny5i4tLSkrKJ598snz5cl9f3yVLloSFhem6LnoYPXmvXVG127lzt0OH9l269EeZkkFRa1Y7ObtRC3MxkbQ7mWarY0KKUiLQzcIJk9nf2QXxRWKMxcbGitCtV6+eJEmyLIvG2sDAwIoVK4pybfPmze0XEQmNLwMAIF/h+eCcZ2VlTZgw4b///a+qqhEREevWrbP/XIYNGzZlyhRN01q3bt2jR4+wsDCz2UwejCKde1Yc8qBHEiEkKyvr5MmTY8eO3bh5k06VChXDtqxedfxGRp0Qn+O/pfi4OxT0ctGYLlOJPe856TjnmqaJLk579+6dMGEC53z9+vWSJOm6bjKZCCEmk2nq1KnVq1f38vLy8PAQS0mShG8FACBf4TmE0NixY7/88ktK6YQJExo3bly0aFExtgN5MNFN7969FyxYIO5A/fzzz61Wa8uWLUuVKpVnvorSbWZm5sSJE9PS0iZMmKDrOrU4vf3Wu+26v98wrOa5m/fcqWI2O52LS36tchGLxHVdzzGKxXMhRjlWVVWWZRH2s2fPppSmpaWNHDlSPCW2v2XLlhEREaqq1q5du0KFCvhiAADyFZ6aMfIRIWTTpk0//vhjdHQ0pXT27NliZAnxlJGUuq6npKTExsa+9dZbkiRpskRUpVLZCr6FvG2EjBgxomaNmsbKszNtLVtGalzRiGnrlp0SUzTOdWLdsGldcLkqxHavsKfnjSRVdsqWdfn2rfRSJXwY+acqZo3vlX2HdXGP0NGjRwkhv/zyy/jx44ODg7/55huLxcI5L1WqVEBAAHkw2kbu9fw7Fz3i4ItLHNRaAwDy9aXJVxGxa9aseffddwkhPj4+06dPb9q06WNO5WL0xIkTJx46uOt63J3jJ44qnOlMoYTq/M+Pz2S22hSF6JqVcp9CfhUqV369yduhZSMqV3A9cDK1fvVCqXrWkROJN1OsJQLl8kFuVmJ9UQfBZrOJsRVFkuUuiBupLMa1+Df7Q3HORU212AxELAD8rXzF7cz/9AYYx1lRlLlz5/bv399sNo8YMaJ69eo1atQQXZYetTbRpKrreiZXp/9vu8au3fr9OuWpS5bM1zhhksQ1lVJGGXErUPT9jh9eu3avUcPqlStWSk1LzVTlUgHul+KymZLuV8J1z95rtSv7ero76DqlEnshB4fYNRKLF9iHmWi45ZynpqYePHhw+fLlJUuWbN68eUhIyGOiTtQK5H6BEdWPWjbHU5zz8+fPL1++PD4+vnXr1hEREcaOPOZuY4wSgCEUsDs4OATjS7woNptN1/Xjx4+3atXq5s2bhQoVmjZtmnHjzRNSFE2T+OWracUDHO7ezZAli5uL45W4a4H+fjrRf0+4G+jvbMq2/ZaYUSzAS9d4fMItP7+CTLMlp2ernHh5Ouucmhl97h2a/mZpXlxeGN2JNU3LyMjo1avXqVOnihcvnpGRceLEia1bt4pW5xyXLPaTDYgmbdF/Sjxo5KLxrCzLIsLJg67LYiUi49PT06tVqybLckhISJUqVQYNGmS8Ee4pAoAnL79ifrp/D2PswoULPXr0uH79uq7rP/3002uvvSZO90/xmanZFlnmisKYI9eJxomu6xrXKSX0/mxIhBNiUzM0nsmIzpiN65kmWdP0LKJLZl3TdM6IJV8dma1bt8bExAwdOnTFihV+fn6vv/66xWK5dOnS6dOnv/rqqwYNGiQmJjZt2nTTpk058lWE6OrVq69evdqnTx9CyPnz52fPnt2zZ09N03744YdOnTpt2rTJzc2tQYMGRYsWVRRl9+7dO3bsCAkJiYiIKFiwoBgWY+/evZs3b/b392/cuPGJEycuXrxYr169YsWKffbZZ5mZmcePH4+Kiipbtux7773n6OiI6mIAeBLI13+JqqqpqamtWrW6cOHCxx9/PHDgwMKFCz9DzYFslXVuDinubuLmQi4mZtb/uJ7k7Om1+dApL49Ch47F8cNuCuXeVla0qOOVy7dlJ7fL8WrZQJdC7q6UEaIRmRGiE5JvMoIxdvz48enTp/v6+k6fPt3V1XX06NFNmzYtUaLEkiVL/P39GWOenp4mk6lw4cJ5XiTu2LHjzJkzffv2FQNATpkyJTIyMisr64cffvjtt99OnDjBOd+yZcv48eP37dv3+eefK4piNptPnjz53//+9/bt2wMGDIiNjb17966zs/PGjRtFgh44cCAuLm7MmDFr1qyZMmXKxYsX3d3ds7KyevXqhXwFgCc6ueEQ/AvJevny5caNG3t5eV26dKl69erjxo0rWLDgM06eSs1UIibJTCQimRnXdd9CXj7ODhGVS5fzc/moZfmebxfp+1bRVm8Uc9ZtpQOdS3hbSwc4EsokRhghVCKE5qNwFVnFOVcUpXjx4mfOnOnUqdOiRYtE2pUsWdLJyclms506dcrb27tOnTp5Lm7fwVhUCBuN2c2bN7948WJUVNSOHTuOHj06ceLEChUq7Nq1a+XKlZmZmZmZmQkJCa6urmvXrj179uzy5cv37NlTr149Suno0aNPnz4dFxc3b968Xr16Xb9+fd26dZs3bxZ1D/hWAwDKry+eoiiff/75zp07ZVlu2LDhd999J0nS82rJ4zoxEY1oXNNNZrPOCSdUDN2QoXFnbsoiVOJElYgpv1/oMdawYUOTyRQaGjpu3LikpCQ3NzdJklRVPX/+/IoVKwYMGODt7f10B4fzsLAwSmmRIkVu376dlJTUvXv3WbNmffbZZy1bthw3bpwsy2XKlOnYseOECRNSU1Pj4+M1TRPttaJJ+Pfffz906JCbm9uBAwcopSdPnjx79qyvry++1QCAfH0xxD2UqqpqmtajR49Vq1YVKlRo9+7drq6uBQoUeI4VjCYmi2oIWfzXn884E0ak+7ffvASfsq7rZrNZ/G9KSkpGRoaYd/bSpUvz589v1KhRnTp1RJdjVVWN+d4ppcZ4T8bYVfY3zppMJpPJJGZK0DStbdu2YWFhq1evnjx58r1797p27Xru3LmBAweWLVs2IiLC29s7MjLSZDKJ0RwppZmZmenp6Rs3bjSm20tPT398X2IAAOTrPxiuIgaGDh06bdo0VVVDQkJmz55dpEgR0V0Wp+Y8y69nzpwpV67cH3/80bRpUx8fH1VVt27dOmnSpC+++KJSpUqyLIvjZjKZRKcwo57Ww8ND07TMzExCyIULFx5VNyBJ0smTJ20222effVa+fPkOHTq0a9du06ZNe/bsWbVqlZOT0+XLl0X5lTzo2BwUFFSxYsUxY8bUq1cvMzPz0KFDFStWxIcFAMjXF1AIIw/up1y5cuXkyZPFOfrHH38U52UMrvsomqYtXbp0zpw5x44da9u2rZubW1JS0qRJk27cuLF48eIlS5YQQiIiIpo2bRobG7t8+fIvvvjC1dVV3F0TFhY2e/bsfv36Wa1WY2Ye+oAxGJOu65s3b164cGF4eHh6enrNmjUtFosYMapPnz6urq4XLlww7sEVLbi+vr7h4eHffvvtihUr0tPTb9y4MWfOHHd3d1whAcBT5CtuZ/77GyBKridOnNi1a9eXX35ZqlSp77//vkKFCu7u7qI97//zwXn845TSVq1aRUVFdevWLTIy0mw2x8XFeXp6Ojs7X7t2TeRZWlqaJEnJycnbt29XFMVYT/369ceMGbNr166KFStWqFDhypUr7u7uNpstMjLS2dlZ1BI3a9asSJEi77zzTqFChWJjY4sXL/7uu+/KstygQYPZs2dPnTrVw8Nj0KBBnp6e/v7+b7/9dtGiRSmlrq6uffv2jY2NXbBgQXBw8IABA/JsfMUoAQRDKGB3cHByPYXxJZ5n4ZVzvnLlyn79+iUnJxcqVGjFihVitHox2B5GJ3iUcePGDRkyJD093WKxGN9GMQSEKPGLCxdxGE+ePHnq1KkWLVqYzWbxrNHyquu6LMti2gCjj5IxeIXRNCumFsjRcCvKuJqmGWVf4/PKzs6WZVk0+uJDBIAngfElng9xZieErFu3rm/fvnfv3n3ttddGjhxZuXJl8QJUCz/moiTH+MNGgNknmTiA4pHSpUuHhISYzWZjEfGHcZCN8TrE64312H8KYoCnPOpz8hrrI8cKBUVRxH/mtw9XdKwzxsNijCmKkpKSkudlNGPMxcXFbDYbY1KK2Q8B4O9Dvj4H4h6SI0eOdOnSxWw29+3bd8yYMY86g0PuupSQkJBevXr9ZT2KoGcA/AAAIABJREFUyFHRzfhf68QrSrSicsL+8XxbnBWHRdzatHfv3vj4eM55ly5dxI7kztd+/fpVqlSJEFKnTp08R/AAgGc8v6F++G+eyAghR48e7dq166lTpyilPXr0GDNmjIuLi6ZpKLY+YYCJWlz7KtmnOv7/qJ9//nn58uXEbghi4/fy448/WiwWo47aiPwX2EVc/Jw1Tbt69erQocP3798Xf+2aGJBZsdlyX6082B0qSSwsrHrjxo0HDx5sv/3oyQXwzIUH5OvfoihKampqpUqVEhISqlat2rBhw6FDh5pMJpyVXqX4z87OPnDgwOjRowkhZ86cSUxMFOXX4sWLy7I8ZMiQhg0bcs4LFChgVHT/++Va/YHs7OyPP/5469at1+JvUkZLBJUwWa01wsKGDRtGCNHtmqslSVq1YuWsmTMJIUlJiUlJt81ms5+f3zfffNO0aVPGGC4QAZCvLwbn/Oeff160aFFMTEzjxo1nz57t4eEhDit6wbxKl1CikCc+0+jo6JMnT1JK165de+LECV3XLRaLoiic8/nz54v2y1atWr2QZFJVdeXKlWvWrFm+fLmmaRUqVKlSufL4iROIRDWVMzEUCRUhSySJ6bouM0Y0QgjZsWPrzyuily5dmpGRIUnS3LlzmzRp4uTkhGYOAOTrv1eaMcoK06ZNGzJkiKqqNWrUWLBgQUBAwIsqu8A/ehVl9Do2SoqU0n379sXHx8fGxk6ePJkQYjKZRAbbbLY2bdpomvb111+Lm3zIw9PFG92OnuMWijr2KVOmDBw4kDKZ6HTWnDlly5YNDi5FGVU1TWKM0ge3BTMx5rMmy7LOubgUoJRwTVu3fv2aVSsWLVrEGGvevHlUVJS4WHzaDRZt1fZz/+X4XYgeWI9ap/0Nb395pWI/YpdxqMUG/HNXuqI93r5pwDg5PPmbin6RT3gpZuyR/WGxb49A53bk60t/qhU/CUrpTz/99J///MdkMoWFhS1dutRoh4P/P8RJVvx8xowZc+DAAU3Tjh07dufOHV3XAwMDZVn29vaOjo7WNM3b21uWZaOZ+Tm2IIjRHNesWfPBBx/IsuwXUHTY8JFvvtmcc53kakA1pqCn7KH/NGTcuzN8+PB169Zdu3atQ4cOkydPdnBweNoNFr8UI2lUVRV9sI2rDdFInGfhWDwl/rBf6jGXvCJvxMsURZEkSXTvsh8+8/my2WyMMaNjuZFwT3XxJO7hfsIaAjGymBGi9m9t/PHkaQ3/dr7idubHLGJ8gxVFWb58eWxs7MyZM2VZjoqKatasmXg2xzkI93r/v1qbqEbmnO/cufPq1avbt29funSpcfqTZblbt25ubm6MsU8++USMPGV/as7RpeipNkBRlJUrV/bs2evevdT//W9mZMvWkiSrmiZLD4VTjj8oIznK5fef1RRJkk6cONG27btXrlxp1KjRjz/+aMys8Khty7EXosL8m2++sdlslFKTydS7d28xYYOI2+3bt1+4cKFXr17GIbLfDE3Tbty4MWPGjN69excsWNA+roy3MN5RFN/nzZsXFxcnfoPt27d3c3P7/vvvO3bsGBAQ8Jj5lXOvzfjfHOdG+0uHK1euzJs3b9CgQU5OTkZxnBAyffr0Bg0aBAcHi4K7/S3XOUJXXEOMHTu2bdu2ISEhf5msYoUHDx5cu3btkCFDrFarsUniWmTevHkuLi4tWrTIvbP2s0vlqEfBOecfXRul9P41ODye6OSSnZ09YsQIMdRAaGjo0aNHMzMzs7OzcXwgB/FtURRlxowZLVq0KFWqlChgybJsNpvFyBjbtm3bs2dPdnZ2VlaWpmk2m01801RVfcJ3URRF07TFixfLsuznH7Bt59576VlJdzPupGXdSctKSc1KSc26m5Yt/qVmKPb/0rKUtCwlPVvNsGn2/2zZ3JbNVYUnJyebTCZJkpYtW/aXm6Sqqs1mUxRFUZTs7Gybzfb+++/Lsly5cuXw8HCz2VymTBlVVcXLfv75Z6vVmpCQoCiKzWaz2WzicWNVN2/erFGjBiHk9OnTud8rMzOTc24slZ2d3adPH5PJVKlSpUaNGpnNZgcHh+zs7Llz51osFk3TxFbleehE2VeszVih+EN7IDs72/g7KytLVdWTJ0+2aNEiJSVFvCwrK0vsSOnSpTds2CAeNHZWfKaKohjrtNlsmqZlZGQwxmJiYv7yzCPWlpmZOWPGDHE3s3GsxNoURalTp877778v3tTYKeN9VVU1lrI/2sYr4Z+g6zruf33S+i7G2MSJE7/88ktCyLRp06pVq1auXDnUrkOeRP0kIaRbt26dOnU6cODA2bNnOefLli3buXOnqM+MiIhgjH355ZcWi4VS2rVrV1H8evJWNBE2mzZtIoTUqVOnfPkKuq4z9hxqnjVNc3Jyeu+99xYsWNC9e3cnJ6eGDRvmWfcosmrmzJlvv/12QEAA53z27Nk1atTIzs4ODQ2dO3eul5dX165dL1++bFSn//rrrx988IHVaj106NDhw4dF+czf37958+aMsaysrE8//fTw4cN5blhCQsKqVavatWu3cOFCQkjhwoUjIyM1TfP39xdTaPTv31+MVl2lSpVKlSqtWbPGqGHKvY8rV668deuW+HW/8cYbJUuWZIxt2rTp0qVLlNLixYu/8cYblNIZM2aI15csWfKNN95wcXGpXbu2KCnGxsYeOXJE07SmTZuKEmF6evrcuXONWtymTZs6OTmJlmyxkqCgoAYNGqxdu5YxtmvXrkaNGj3mg0hKSoqKitJ1vVixYuRBk3ZsbOyJEydECalkyZLh4eFGYfTcuXPbt283SszGgfroo48YY/Hx8b/88ouDg0PHjh3FiCK40+HfaEOCxxQRVFU9ePBgy5YtLRaL2WyePXu2ceVrf7UIkGf5w/6P+Pj448ePnzp1qkOHDg4ODqIuREwNFBkZ+c4777Ru3VqUSEQpR3zBRJkj95ptNlvPnj1lk0yZtGXb7nvp2aLAmpKWlZJ2v+R6L932ULE1837JNUf5NVPh4p+qcFXhik3VNC0xMbF9+/ZmszmweJFPh81ISs/UVC33ZiQnJ1NKt27dKvbRyclp0qRJV69evXLliigOjho1qlSpUqIgOHz4cJPJtHjx4szMzLJly5pMJovFYrVafXx8li5dqmlafHx83759f/nllzzLr9u3b2eMNWjQwGq1WiwWd3f3WbNmXbt27cKFC+IozZ49W5ZlUavUqlUrX1/f1atX5z56NpstKiqqQIECjo6OFotFluUaNWpkZWXt3r27WLFioprBx8dn3bp148aNs1qtZrNZlmV/f/+1a9du3bpVkqTbt2/v2rUrNDRU7ELVqlVdXFxiYmJ+//13i8ViMpkcHBysVuumTZvEnE7iQbPZHBAQsGXLlmbNmkmSVLFixcd/eZo1a8YYM5vNvr6+5cuXl2VZUZT+/fvLsuzg4CBJUrt27Ww2W+3a/8fedYdFcfz9mdm9QkeaglSxo6CisWEFsWNBQQWj2Gvsmlhii7HEnp9ij8GCXVHsisGKiBWVoiJSRCnSOe62zPvHyHpSjCYxr5L5PPfwHHu7s7OzO/uZb2/t7++fm5vbrFkz8ppSKpUIodmzZy9ZskQmk/3222/FxcXh4eEymczc3JzI3HR6fm75lfqb/Yl8gDFOSUnx9fU9fvy4kZHR7t27v/32W2nd9886qlBUSh8H7S9WVlYNGzasV6/e1q1bc3Nzly1b5u3t7eXlZW9vf+LEiePHjx8+fFhHR6datWq3b9++efPmvXv3JKeVUgmYIITPnz8/f/68iMXfgoIaN2lCHJowxgCTGJy/0W0EMcYmJiY7duxo3Ljxy8RkJXjFihoIxIoMTpJtj2h0qlevXr16dQDA4cOHlyxZ0qZNG6Ihj4iIIHsihOrUqdOhQ4crV654enqmp6fHxMRACC0tLVetWkXEtfJ9RiC8ffv26tWrR44cqVKp7t27Z2lp6ejoKIpiaGjohAkT2rVrB0pclF+/fv3s2bOyKgFyO5ydnX/88cfQ0FCMcWRkJMb45cuXL168cHNz27VrV6tWrRiGiYyMZBhm7dq1P/30U/PmzUl5RCL8paSkxMfHN2jQ4OLFiyqVqqioSK1Wd+rUqUaNGjdu3IiPj2/cuHG3bt2IPsPMzOzChQsLFixISUlJSko6cuQIAIDowz4g/Fy8eJFl2StXrjRu3DguLk4Uxejo6C1btixbtiwnJ2fWrFnHjh07cOBAiRM4tLe3t7KyunTp0ty5c1mWjYqKatmypaWl5R9//CH5cnfo0IH4CpRKSUbxj4Pqh/+EX588eTJ69OikpKRx48Z17ty5U6dO1EOP4u8rjYiib+LEieQxu3z58rNnzyCE27dvj46Ozs7Obt26NUJIqVQuW7ZMEASlUjls2LBS7SxZsiQxMbGhc8O6deoA8LnWykOGDLl9K/rnlYttndoN92338adBCEVHRy9evHjo0KErV66U8lo0a9asSZMmCKGpU6d6e3u7ubkRB2OJmz9gcyE//frrr97e3lFRUaGhoVJUzJ07d4YNG9atW7f169cTFhw1atTx48craq1Pnz5xcXHz5s0jy2jC+mq1mmGYKVOmdOnSpW/fvgihzZs316hRo02bNvXq1SM3jihgpYXFxIkTmzdvHhgY6OPjo1AoCgsLmzRpcvXqVQihg4PDrVu3AAByuXznzp3Nmzdv0aIFSVRClBZ/ujondaXs7e23b98+efLkw4cPk3pQDMMEBgaamJhwHCeVRtbV1V2wYMGQIUPat28vxfO0adPGzc0tODh49uzZR44cEUVx8eLFoiiSiDI6GSm/fsJrizjmfSD1DJmNHyl3QgiNjY1/+uknURSdnJzMzMzKPUpKTis5ZJIC4PTxoqiIeMgX6Snt1KlTp06dBEHw9PQsKCiYPHlyZGQkUa5OnjyZSH6nT5+uXr36unXryCN39epV8hJv1rRVnTpOCJX2Cy0ltEFUfh/+tKuDBg2aMnmaUCxfu2DqsH63AFPOgTKZDCFECg0R1uF5PjU1dejQoebm5suWLSNBPmQC2tjY1KhRQxTF0aNH5+fnE/1wYWGhNIlIgI00uciE0o6m7dq1K4Twm2++sbS0JHrUoqKiMWPGNG7cmLAOMam2b9+elC4om7GSGF/XrVtHjN9EXyqJ4B4eHpKxk+O4+vXr161bV6q5pB0SwzBMjx49RFH85ptvSHoZjPHp06f/+OMPCKFGoyEjw7Ksu7s7WV4UFxeXXUlIW8rel1atWpmZmWGM27Zte/DgQQhhYWHh999/TwKIiS8xGbrCwsIhQ4bExMTo6uoSBy6ydFi0aNH58+fHjx9/7do1fX197SoO2oG8FP/8TK9M5ErmBlncVbQ0+6QQbISQhYVFq1at2rVrZ2pqWhElS6XNSONSGBx9vCg+CQzD2NnZNWjQ4MyZM69fv1apVAsWLPDy8urRo4ehoeHJkyc3bdpEzHiNGjW6du3aixcvHBwcVqxYgTEWReEz9UpPT+/I0cOI4d/kvIIQlFsnAGOcnJycm5vbpUsXtVpNdNdNmjQRRfH33383NDSUlpukgm9mZqYoirGxsdevX3/y5EmbNm0+sMYlBECmFRG8unfvnpub++2330ZGRhK3nVatWgEATp8+bWZmRngRY/z8+fOKsi5ACJ8+fdq4cePnz5+fOHFC2kjE6H79+r18+fLWrVtpaWlyufzgwYM7d+58+vRpVFRUamqqNLWJlrVt27YpKSlz5syJjY0leu8xY8a8ePEiNTX1ypUrFy9erEg3ps360tWV7ee0adN27dr14MGDKVOmIIRILHV0dHRubm5kZOSZM2c6dOhAuqRWq+/evTt37tzU1NSZM2eSFOgQQjs7u8aNG1+7do3n+V9++aV27dp/+ZVI8d+SX7Uj2DDGsbGxd+7cGTRoUEUPjVqtvnbtWrt27chEKtWIdo4eSY/H83zZaDYpQo5sOXHixIMHD2bOnJmbmxsREdG1a1f6bFF8KsgLkTxUOjo6GOOZM2eSRzEsLIyEXUZERDAMExsbu2DBQoyBKGL4NhFS+Rn5tf7FH/hVK3C75I/WjBBFHmM+Pz8n+MCRfv16Q1GDEItFBBGW5NcFCxaEhobeuHGDzMSFCxcWFBTUqFHjyJEjLMvq6uoGBASQGRQWFhYWFta7d2+GYfr06dO6desLFy4QIiwViy+JdDzPBwYGdujQgahwU1JSZs6ceeTIEWtr60GDBq1evTo+Pr5nz57r1q0j8uLo0aMhhLNnz1ar1eW/+FgWY3zp0qWZM2eeOXNGfJfHCsrl8idPnowaNerixYsbNmwgyrCTJ0+uX78+NjZ2/fr1tWvXlkoFAwCePn06aNAgUjCR3MGtW7cKglCtWrWlS5cSJbl0WyUQGT08PJz4D5N7evbs2XHjxpGME4RrGYbhOG7kyJHfffcdsZgyDJORkeHr6+vn57dx48a0tLSdO3dqi7/z5s0rKir65ZdfJAsrQmj48OGXLl0iOT0k7VpoaCjDMF26dKFOJJ9rxbxgwYJyp2UFU/Sjtn/u1qQMLxKtiqJYWFh49uzZ6dOnp6amDhgwoKLWEhISevfuPXXqVO3GtSe29GRLIeFkbkjTQ9JiSTorQRAuX74cFhY2YMCAdevW/fTTT999990HFoZf0VB/OR34LwyOVLCW2C+kMu8IIUdHxyZNmnh5eY0fP378+PEZGRnRDx9iyOwO3mdna0f8fqRGtA17784C3/77LoWTVgcQBggDiAFEIgCltamWllYZGRmRkbfsHet6eHQEUMCAIcHzCDEymaxu3bpJSUk8z69du/bNmzft27cndkGe558+ffrkyZOMjIzevXtjjJ88eXLjxo2+ffs2bNjQ2Ng4MzNTpVI5ODjUrFmzVatWzs7OhFyLiooePXrk7e1tYGBA2MjNza1Ro0YmJiZ79uxp0aJFYWFhjRo1WrZsOWLEiISEBOJxnZCQkJCQEBcXN3DgQITQiRMnXr16NXjwYBJ4U2op4+LikpmZmZqaWrVq1Vq1ajk4OPj4+NSoUQMAoFKpSOhLx44dhw8f/vDhQ57nDQwMatSo4enpaWZmlpCQ4OvrW6dOHaIT1tHRGTVqlFKpbNu27eDBgxMTE7Ozs5OSkmrXrr1q1arq1as/fvzY19eXnPrGjRuenp4ODg43b95UKBQ9evQg2y9evDhq1KjZs2cT8iOvtfbt2798+ZJ4LX377bcajWbcuHF6enoZGRkJCQnm5uZ9+/b99ttvnz9/bmtr26FDh3r16uXl5b18+dLBwcHR0bFRo0bu7u4YY319/UuXLslksoEDB9asWZO8x2bMmPHo0aP+/fuX+5TSd87fbO2rzI+IMS4uLr5z586ePXsMDQ29vb0bN24siuLq1avz8/ODgoKaN2++f//+iiysw4YN27Nnz08//UTMWhkZGfv27Xv06NHYsWOdnJyIWQJjfO7cudTUVF9fXz09vezs7CNHjgwcOJBl2bS0tN9//93f37+oqGjfvn0FBQWdO3d2d3cPCQm5fPny8OHDhw4dGhcXt3LlyjFjxlCrBsU/++STqcrzfEFBgUXVagCxDx89srG2IZ7D5ar7tPgVgzIJEd+xMia/A8SI5b4+Zs2atW7dunk//PDDvDkv0gvUAnCsJmOhDiwxUpLsj4RTS1W219Z/Yox//PHHmJiYnTt36uvrg/edIUqJrVKRRwihQqEIDAx0dHR0d3fPzMzU19cnCRRJy9qKVnJ4VFRUQEDA1q1bW7ZsWTaqmCilSll5JSlWapPknpSU26Q/kgGInIiImGQRoJ0siZxFklZL3UcilDMMI3Xs4MGDfn5+BQUF5C0kDSM5naTbIMMlDRSEUPIOAyX+JSzLkqX/2ygRhA4fPuzv7+/t7b13716yvyiK3t7eSqVy7969VH79HIAQfn364cLCwuXLlx86dKi4uFgUxWvXrm3evLlmzZrEKfHUqVNAy22kLKKiokRRJCHhBQUFY8aMuXv3LsY4Kipq6dKlRFcDIXzz5s22bds8PDx0dHRiYmKOHDni6elpaWl5/PjxX3/91crK6pdffiGhscePH9+2bVtERERQUFD37t2Tk5M5jrt37x59vCj+8ekqRYWpVCoGIQwhQhDj8jUlJQ5N+AO8CwFAIvlVW0dcejdRFIldc8fvu6ZOn/EsOb99Y0sZK5P2USgU0rwrN6Eu+Yn0wd3dfffu3bm5ucbGxh8WCwhtEAp5/fq1rq7u9evXidVT26Bb9kSiKN67d08QBDc3t4r0w2U3lvU7k/yAtI8q+3optduHt0vXWGqgevXqlZGRIXVM+iJp0SoaKO2zaO8mLQJ+/PHHI0eONGjQgCTKkFY/u3fvpikmPiu+Psu2SqUiWW9u3rx54sSJnJycS5cusSzr5uZmZGT0p8/K7t27GYbZtWuXTCYLCwt78uRJSEjI06dPu3bteujQIWlt6+bmZmBg8OjRI47jzp49m5WVFRMTU1RUlJqaOnLkyMLCwjFjxly/fj0sLKxx48a//vorebI7duwYEBBgYGAQGBhIny2Kz4du3bqJGLs2bapU6kD02d+PJG1yo0aNUlJS1VyhdXWjv1O3rn379mvXrt28efPHH8KyrKGhoUwms7S0HDRokK6u7oe1bq9evbpz505oaCjJof9VKCdYlv2YN9ingqTFaNGiRWhoKHEelpYRSqVSqVTS2UT59R1MTU39/f0jIiLGjBkzbty4lJQU4sIgl8s/snKFtPgNDQ21srKqX78+y7KtWrW6ceOG9ESamZlZWlo+ePDgzZs3UVFRHTp0uHXrllqtTk5Orl+//qBBg0RRnDRp0tixY0m6OxKcIFVWpyVgKT4rSPDiqFGjzMxMAcYAAukDSz7aUu97NiHtf4HWzm8Pf2ed1X7Xv9VAIhmCLISipIb9a4J4nz59Fi9e/JE7A60idHXq1Nm+ffufsruVldXmzZtJJqZSNCa9BKTUdZ/U+c+Uk6Fs2v1/BMR/eOTIkdu2bTM3Nye2fG3/Z/qaovz6HtLT0xcsWBAbGzt48OCff/7Zzs5O+6H806ef2IdI+pX09HTJ9V8ul+fk5EiTUCaTDRo0iNTQrlmzppeXV3x8/KNHj9LT011dXbdu3Xr06NEOHTp8//332qHckkKG5nWi+HwgT6zk2VdSMr3kI3EteI9iK36zAwiJdVYEJemZyu7/ludwEYIoK0P1d55w4nz7SUSl7bRFPG8/JjODtN6Vxkr7RSHVzS034qhcEJvoZ3JY+RzuGtKIaVfTK8f3jYLyK0FSUtL+/fsDAgJ69uxZURK1j0T//v0LCgpSUlIwxtHR0e3bt9deS7q4uOTl5W3atMnMzKxOnTovX7789ddf7ezsbGxsVq1a5erqOmLECBcXFxrnSvH/xbK3oqJyc/P+TRGEEfQEkalSVefvNJKcnHzs2LF/U3MLIbx37x4pVqO95rh06VJiYuLH08yRI0ceP35MpzxFpeVXc3Pzpk2brl69esyYMaNHj05ISJDCyaWCzFI9qZkzZwYFBZFKJtpr4ZMnT5J8KGq1ety4cePHjw8KCurQoYP2PmZmZh06dIiMjHRxcdHX13d1dQ0PDyfps7t27Xru3Lnhw4dPmDDh8uXLkh6G9IHjONI+fbwoPhN+/PFHnuO2bAxUF6mgltb3vZCbkjgfbUaBJaE4DAAsAIhIrhBD+Cdi7qFDh168eAFlagEXKlSQFzX3H6VwgiCVLtDOSUSC1qSN0hYiREZERPj5+eXn55fNXqR9ONlCaFi7KelfUv9A2q6dWl2SUKU2T58+PX78eOnlQGbrnDlzIiMjJdlUOzO7VLpDahlj7Ofnd+3aNeLNSzpQ9jLJv6Tb0hbtfpJj6fuB8uuXCFtb23Xr1iGE7ty54+3t3ahRI6nKMULIxMSkSpUqkiH28uXLd+7c0X6ULS0t/fz8YmNjEUI2NjYbNmxQKpVhYWGTJk3q27ev9rsJAODt7e3q6tqwYUOZTNajR49mzZp5eHgwDLNgwYJvvvkmPDzc2dm5W7du5ubmOjo6tra2PM8PHjy4RYsWpL4VfbwoPhPe6lpKgmo+TZjDAGKA3mmRP6oawO3bt1+/fu3UrAevWzUjWwRAtLG3EiEoLi4mJWxJ1duioiKVSkWcfgsLC1UqFUl8X1RUpNFoiHMiKaRTVFQEACgoKCgoKCBHEYd8AAA5sLCwMC8vj+hv1Wp1YWEhqVpKzigVaiWNFxcXkxak+rscxxUXF0v9J5yq0Wik/cm5iKsESc2vUqmKi4tJOV4yf0n/CwoKtMs8Y4w1Gk1ubm5RUREpESi1Sc5FOlNYWChtRwiRyyT/krLz9DGu/NBenX2gzs4nbf/crUlTi0ySUmWEyTqU1BA+evTo+fPntQspSxWJpZ2l+l/aBZukssacFvgSSIcQkAlDvpOJLSX//PcH5zO19v/eATo40k88z7958wYAyDDyJ/EJKo1QqOZJsTntT6nCc8WcWMyJak7kNCKnEXlOFHhR4EXhfVRUPn3GjBkIoflz5+UXFdy+/1LNq6JjU4t57syZM9bW1lOmTNFoNDt27JDL5f369SMz1NDQUC6XKxQKYjFlWbZfv36vXr1iGEYmkzk5OanVamdnZ/Ivy7Lz589Xq9VJSUkkB6RMJqtSpQqZSv369VMoFDt27OB5fsKECdbW1uvWrWvevDnJmkR21tHRqVu37pUrV9RqdXx8PCm0Tt4GgiD8/PPPxsbGgwcPZllWoVA0atTo3r17TZo0OXDgQF5eXv/+/UkROnIUqeY2duxYUgNOJpP17t07NTWV1IJ99uyZm5sbsRO1bduWFBlkGKZZs2aPHz9+8+ZN//79yRWRq+7evbtarZbKEcpkst9//528bei0qsSX8159uj+tWfHx2z93ayzLkgBquVxONGDEgE8ymRHRkywPO3XqpF18GJSkGCW7kb9kS6mSAFLqHEYLqATSIQSkNiT5TrLuIVDDAAAgAElEQVQff9j/4isa6i+nA3RwpJ+IP46Li7MocgMG9pekT/g+SquqRIBEgPA7hyYMxI+Uf8+fP79x40a5XG5hY6mWaarVMJMhhVNtSwYDd3f3atWqbdu27caNGy9fvuR5PisrKz8//7vvvissLCSB6cuXL4+NjcUYh4SEaDQaEnZ54sSJ//3vf69evQoMDCwoKPDx8Vm7du2lS5eIBtXNzW3ZsmV5eXmTJk3Kzc3Nzc0l9WivXbsWHBxMiqGamZl98803CQkJgwYNEgShRo0aqampZ86cIQtchJCrq6u2w3B+fv6VK1dOnDjRvn37hw8fRkdHkyFVq9WkRF12djah8D179shksu3bt3McFxUV5enpSeRauVyelpYWEBCQm5v78OHDJk2aGBgYuLq6JiQkDB069Pbt28nJyTk5OSEhIQzDxMfHk3RUoiiuWbPGyMjo+PHjpLrO9OnTX716RadVpb+cSuucTdhRqVRKmU2ozYOicoBhGAMDg1mzZiGE8vPziT3v83k5EWticXGxoaFhp84+WKOfkZIr9QQhNGzYMJVKlZiYuGjRIoVCcfXq1eDg4KysrLp1627bts3Hx2fevHn16tUjM5GsWTmOUyqVeXl5xsbGcrl8z549TZs2JbpilmUFQejUqVPr1q3r1auXmZm5d+/e8PBwuVw+f/781NTU3NxcPz+/tm3bzpkz5+XLlzVr1ty1axdJsWtgYLBixYpbt26dPXsWY7xkyRJth+EqVaqsWrXK3d3d39+/lPeyWq3u378/y7IuLi716tUjeZcEQejatWu1atVCQkJCQ0Pt7e01Gs1PP/0UERExe/ZsHR2d1q1bz5s3Lzs7u0aNGkFBQVLeBp7n/fz8bGxsgoKC6tatCyHMycmxtbXNzMzcvXt3mzZtsrOz6buI2l+/Ykg+TRjjVatWeXt7e3t79+3b9+N98SkovuS1I0lk//r16+1btzEAwPfTx0MIGUA+gCWuTAggVBKKU+LQVEphU1bqFQRBpVL9snyFArEIQVtrI0ZUp+dmYZETeA4ALAiCr68vQigwMBBCuGzZMoVCQVSytWvXzs/PJ/VrScCuFOIp6XieP38+bNiw0aNHE/2zVDOjTZs2TZs2rVmz5q1bt7Zs2SKXy0mmdOIo5O/vf+PGjREjRiQlJclkMl1dXdLsL7/8ghBatGjRnDlzSmVa5jhOT0+vd+/eoij6+PiUHdVu3bpBCOvVq1e/fn3Ji6pz585Vq1aV1AZS4byNGzeqVKrIyMhhw4YlJiYSlRh5t4iiqFAo+vTpgxCqUaMGaY3n+bt37w4bNmzkyJGrV68mUYL0Sab8+hWv8cmk2rRp0+LFi0+dOnXnzp3JkydTtwKKSsCvEMLevXsPGjQoLy/vwrlzeTk5qEx6Q+LHBPH70bDvgmU/9lyPHz+OjLyJETpw5KRKVajDwIZOtTQiixiERZFhGKVSScyZGGNXV1elUrlgwYJz586xLPvs2TM7O7vU1NTY2Fgp3pRIsSQa1cXFJT09PT8//9mzZ7GxsR4eHsQGTNSqzZo1S05Ofvr0qUwma9WqFUnqAgCQyWTJyckxMTH37t179eqVt7c3Oap9+/Z169a9fv06x3GLFy9u0aKFlJ5CR0cnJSVl3LhxRUVFvr6+ZesITZs2TRCEkJCQ06dPS0mPFy5cGBsbm5ycnJSURIh/zZo1/v7+N2/eTE5OfvnyZWxsbFRU1KtXr0hNEXJpGo1m2LBhAIDQ0NBTp06R9YSHh0daWhqxDT98+NDGxoY+yZRfv1aQNWNwcPCUKVOKiop++OGHXbt2ubm50XwlFJVmBdm7d29LS8vQ0NAzZ859PGV+EsLDwwcMGMAJgke37jlF3IuMfA6wt6Ofvcov5IW3RaUUCsXkyZM5jvPw8LC1tR0xYkR+fr5arSZybVRU1Ny5czt37iypjgi5njhxAiF07969oUOH7tu3r3nz5vXq1btw4YI0QxFC06dPBwAQVyNra+vOnTvn5+f7+fkRdpTL5T169Jg9e/b+/fvJmqNq1aoTJ04k2l1QUjsWlJQKAADcv39/5MiRp0+fLpUfg2GYrKys3bt3nzt3TqVSEVU2y7J5eXkHDhyoU6dO3bp1Hz9+THYmHejSpcvly5cZhvHy8po3b96+ffu0tQt5eXnbtm07e/YscZNGCJ0/f/6HH34ICgpycnKqV69ecnIyfYYpv359tErMRffv3x88ePCUKVMEQZg9e/a8efPatGlDC9pQVCZ06dLF3NwcMWD9r6tzc7NZLLIYsxjLAJBJCmGEARQBFCHCEGEI8QfSJUogPsMcx505cyYxMbFD+7ZrVizSgWb1q1twmFcXFuixMgDVEL61OCoUCoRQly5drKyshgwZQsivV69enp6eDRo02Lx5c3x8vLZDoiAI69evHzBggI2NzalTpwICAtLT0wcNGtSyZUuiXyV6YI1GI5fLSVU1Gxsbd3d3hmG6du2qUCjc3NxIOY3AwEC1Wi2ZM7t06dK6dWtQYhvWzt9kamrq5eUVEhICIWzbti15IUAIlUol0U6PHTv2t99+I7potVq9du1ahUKxaNEioFWkkmVZZ2fnfv36paWlJSYm9u7dOykpacOGDaSEDsbY2Nh42rRpHMdNmDAhKCiIOBIHBAQghHbs2DFixAgI4fTp06tWrUof4Mqvaqp8Xj+CIOTk5PTq1SsqKkpHR2fFihVDhgwh/r30flNUJoii+ObNmy5dukRHR3f27PLbb78bGRmWfs4hLreyusSvFU0iURQ3bdo0a9YsAMCUGTNnzJ5RlKdkFQVGekZPn6YqdGV2Vros1IGIAQCQgE6pQLLkb0Xyj0rSJKnsrVar5XI5MUCSXKRS3T2iSiXV7khTUh03qTVJyQzeT/1Iznvw4MExY8Z4eHjs27dPOykgx3EMw5CTSjXmyEkVCgXxN5bKxkn5jaUt0omks5NGyM7kVyIiC4KQkJAgk8lsbW0LCwsHDhzIMExISAgoiaqXRGr6Rqrk5AohqkzvGoK0tLThw4ffvHlz0KBBa9euHTZsGPEEofebopKpagAApqamO3bsqF+//tlzZ7//fhbHcyIWMRalLP/wfRL6cAwPaVYQBABgcPC+6dOn8SI3ZcqkyZOnZL1RZbx6mVdYHB+XXqd2leqWZgxSAvBWIUSkNMlxiYSlki1SiXhQoqcl9dQI+UllOci/hA7JaliKgiMEJsXdkeksbZFC5hBChw4dunDhgiAIfn5+crmcUKD2+470U+qPxO6lwu2kiAOymxS/ByEklyZdl0KhIF+kKMHXr187Ozs3aNBg9+7dM2fODAsLIzVqpAA/4gxFHUH+W/KrVMChXB4u96e/cMjna00UxVevXi1evPjmzZvR0dGjR49esGCBqalpuZnKv/zL+dJao4PzxXaA47ikpKS2bdtmZmb6+PgsXLjQxsZGquld6pBSPsNlWyOy2ob/bVywcIFSRz73x0VNXbpWd9TLVRXnvJE3aaSbl4VMTBELZF/U4JCg/n79+uXl5Y0cOdLHx0d7Sf1v9q24uDgoKGj//v1S2Y/AwMBatWqVX6OXTqvKeznv6r1UgpVCXFzchAkTrly5wvP88OHDiRM8WfzSZRRF5RZkiePrkiVLoqOjW7ZsuWnTpjp16lT0Qv/T1nbu3Dl+wjgIUNDvwS4tW7/J4q2sFYVqkP1G07ReFQYAjCFi2C9tEMg4kIUF0ST/f3WG2GIl1TSxJRNpnj6u/yHh9avmV57nWZYVRZFYVtzc3KKiohwdHU+dOlWlShUTExN6gyn+U3j9+rWLi0tWVlatWrXatWu3fPlyHR0d7aBSyQ4qzSCi+CH7FBcXx8fHjxs7+nlCQpFKszs01LNFCxWvwpyBUj+/WMNo1PLkpNQmDR2gqEasgg44BUWl5VeiESooKJg5c+a2bdsghC1btjx69KiRkRFZOdLVIsV/ChzHpaSk9O/f//79+8QHZ968eU2aNGnVqpWRkRGZ5pJLrZTCnuf5CxcuQAgXLVp09+5dTkQIwm3b1lnYuXVsZQOQ7PLFhI6dagCREUWIMUYMhAgzgLriU1BUUn4lseoymWzp0qXz5s2DELq6uv7++++1atUiv0rKGQqK/wiI/2p8fNy1G5Hjxk/CvBoxWOTx0IAhxsbGCKFJkyZVq1ZN8mLNyspauXIlxnjjxo3FmmKGQQhDHct6E8aM8PX1ycmHtasZFxQVZOUUNmxYRYYVEAFREETEQIRYQB0GKSgqHb8ShbBcLtdoNBcuXBgxYoRKpQoNDXV0dDQzM6PWVor/OjDWCGDprzt0hcyFi1fKWVRUmEssgk5OTsT9FQDAsmxxcXF0dDQxWOoYVAEijLwWLtPVqWJmwYsih1WIgboIa0SDqFspndra0aGloKjk/Eoi8x48eODh4VFYWGhqahocHNymTRsAAAlKo2phiv+0FMsLEEIRQADzLoZnv0q/f/poMMb44cOHT548ASXxl8Tjpnbt2i4uLrVr1+4/cISejryamdGdlCwTJZuZo36Tw9WxM3SsZqiBGohkCkRXrhQUlZRfpSAcAMDDhw+HDh368OFDCOHGjRuHDh1KtcEUFCUzBUAARFGAkFEDVUYaX8VUN/rZizvX76gK028/TlDI9OvVt3v0IEZP17Rr53ZOzjVyc6C+MStXwIz0AnN9hUwhz80vLFIXKuXVGtRUCgKDGBJJS0FBURn5Vap5npGR0aNHj8ePH/fs2XP16tWWlpaSyouCgqLUqhRj/lrEsxpOdjosMNBRJedAE6jQNxTz8lgERB0lw4kIC9kio88wGAqARwoI4YukHKUS1bCRMVCfDiMFxV/j1/dCsD+w3ydt/8dbAyV1PFq0aFGzZs3Hjx9/++23+/bts7GxIflTPncHaGt0cL7Gy4EQAoBafVO3qj5rqJBBzvjenbQcDccB2eV7TwqA6kVm3sWbMayOUWp2cfjNF0jGGshFfRmoX8ughrUO4nXpvabTig7OXz7kK5BfSSWc+Pj4rl27pqWlubq6jhgxwt/fn2Qdo6Cg+HioeJGDSA8KRRrMsEiGhCK1qFQqBIHnOSSTYx1aA4OC4h+SX78Cfi0uLj5+/PjYsWNzcnL69u0bHBxMFgi0GA4FxSevVgEWBQFCgEQgAMADAYokkS9CjFoUZNSVgYLin+LXLzGIjVA+cWUSRXHFihUDBw7My8vz8/Nbt24doKUnKCj+8pwHkGEYCBFgGMQgBauQy1iWZVgWIciyLF2zUlD8c9PtC5RfBUEgXVKpVKtWrVq5cqWFhUWvXr1+/vlnUv6C3jYKCgoKii9cfv0S+ZXneVEUw8PDT548uWnTJiMjo+Dg4LZt20rhrdRbmIKCgoLiC+fXL0gWlGouYoz3798/a9asrKwsjPHmzZvd3Ny061FQUFBQUFB84fiyrJhEnj569Oj06dPz8/ObN29++PDhbt260ayHFBQUFBRfmQj7kfXVeZ4v5VKEMa7IyUgqLExKX4GPqOosCAJC6OzZs5cvX161ahXGeNu2bf7+/tKBH4hDouV8aa1jOjh0cOjg0MEBX2l9dUKZAICcnJzXr18/efJk6NChHMeVS7FWVlaHDh3S09OztbUFJWmBP9y4IAhHjx4NCAjQaDQ2Nja//fabm5sbjcChoKCgoPgqhdeP51ee5wVBCA4OPn/+/OHDhzHGpBiWxLvaIPEz9vb2U6dOhRAOHz78w6ZTjPGDBw/69ev3/PnzRYsWNW3atGPHjqSsB71JFBQUFBSVk18Jj4aFhQUGBp49f47jNBgAUYB9vPt9O3gwQqSSOSDZvyEEarVm2pSpyS9eAAAYBmOMZ86cOXfuXAghMaNKml4ShyOKor+//5MnTx49ejR//vyZM2dSaysFBQUFRSXnV0EQcnJy7t275+XlxfO8rp5+vfoNF/202NW1CYQIYIAQo82vGGMdpZzjBL5Y7e8/OCc3MzY2Ni8vT0dHZ+HChePGjUMIaQfYZGRkBAQEnDlzhmXZyZMnL168GGMsl8vpvaGgoKCgqJz8KooihFCj4SZO/O7333cKgtjX27tN23aDvw1gWVYUeVbGYhETXtVOA4VFEQAgYxhRFBkG7tu//7uJEwvy8xiGWbVqVYsWLZo0aYIxhhCmpKRMnz796NGjTk5OI0aMGDRokJGREQ1vpaCgoKCozPxKlLfTp8/YuGEzwzDde/VasWKFiYmJtj/wOy6EAABcdjsEmOO4a9eunTx+bOPGjQihWrVq7du3z8nJafny5eHh4WFhYaQwjo2NjUwmo8xKQUFBQVHJ+TUnJ2fcuHFHjxwzMjbZs3tPo6auDMMyDCL7fiS/ajRqlmURwAjgxYsXnzlz5v79+40bN+7UqdPq1asFQahbt25ISIi1tTX1ZqKgoKCgqMz8SvyBBUEYM2ZMUFCQoVGVjYGbu3btihhGFN8x6LvjYWn9sPZ2hCDPCyxCCAOMxdevX40ZO/rs2bMIIYzx6tWr27Vr16BBAwAA0RhT+ZWCgoKCorLxK/lOQlEjIyM7duwoiuLBQ4fbd/QEAJf4McFyebQsvxIGLdESAyQCAICIuezsN15eXnfu3Jk3b97cuXOJlZdIrjScGdBYbzo4dHDo4NDWKsXlvFefTopkPXXqVP/+/SFE/X0GNPumOcYiIddymbXc7aXODQGAkHyQmZmZj48PAGDp0qXBwcEIIUkt/AE35r/w079zyH+nNTo4dHDo5dDBoYPzSYe841dBEERR5Hn+9OnTWVlZnl17LFm6wsjYhGHYD/DoR/MugBAwDIIQjh07duTIkRqNJiQkhOM4El9LQUFBQUFRmYC0qbG4uHjOnDnbt2/X1dVt2bKlmZkpx/H/+Cl1dHRatmxpaWl59OjRXbt20XtAQUFBQVH58M7+yvM8z/N6enoIsYsXLZ0w+TtBECqSR0uidN6mlSiz/e1W9NbZ+C2NQwRKCtBhd3f369ciO3Vy27ljV9xrVSsnK8iwECJ6SygoKCgovnpy1fZv4jiusLDQzMwUIdntWw/satqDiqvWfCS/MuJbfn0bxYMACePBGMfHxzd0csaMEHHzgUWt2tZKNUa6DKL8SkFBQUFRGfj1Pf1wREQERFAUxHJtrv/gWXmed3BwkLFYhGjc1LV3o1IBlhPqpaCgoKCgqAR4x68MwyxYsEDEeOC3/oamxqU0w+h9QAQgeie8StvLiLkAvd1TBFCUhFcSwDNq7Hgk4Njb+7u6WT1Lzc4v1tD7QUFBQUFR2fiVAGPcqlUrExPjzy04Qwi7dOnCMAzP8wwvmFgZGMiV9H5QUFBQUFQ2fo2MjExNTUWIZRDD8zzUAkIIQACgFMb6Hk2WzegEAUAAohJ1L3w/boeUWycgLlTpKnguPLlIxQGxfCXxB/I6VfTTv3PIf6c1Ojh0cOjl0MGhg/NJh7Cl+LWPd/9evXtDhMscX+IK/JGnF/Fbai1L6SVqZMm7CnN5LRzNZLq8gDDCHAT6ZaXqii6GhjPTwaGDQweHDg4dnC+wtdL6YYVSqaur9y/nAa5WxaS6vcGDuJxXb0QsUC0xBQUFBcVXj9J+wghChCDDMIIgvi+ewnJl0FJS7LuAnLcRr6K21FsRbWPIawSBVcgFqOZERkFvCwUFBQVFJeNXiEgOiH+1E2+yhNe5OS9ecEZyPZmSpkukoKCgoPjq8V5+f4RQzOPHsbFxGIvlOy6979Ck/T98L48/KPGHgqUrxZYHUSnqVdG1sK/C6DAiouIrBQUFBUUl4tcePXo4Ojreu3s3KiqqrGNSufz67lcMkAiQqEWuQARAlI79cCfkQKPLMfpCgT4DIS2yTkFBQUFRmfjV3t7e3Nxc/P+oZpPL6aYXqqJfodRC/G/rpikoKCgoKD4rv0IIRVFEDLwafqkwL6dUwqZypVgIAMIAYYDg21RNAGIAMQT4wwphUkvgxPETRF61M+Dr2yvrmwALXQEiSO8KBQUFBUXl4VdRFFeuXMkgFLx3T/abLO2dKmZKCDGAWFubjAHAxPJa0SlJfonY2NhNmwJZue785Ws1IpurlmkYXQ2WgQqKxYMKe0DDmeng0MGhg0MHhw7OF9fae/Krk5MTAAAhtGvXLhIkS3IFAy0HJWJdRW8/+F06p/cdmsjhFUmxHMdNnDgRAdC3Z/f6jVzyVHxukQqAAhYAiMRyKfkDbP1J2wGN9aaXQweHDg4dHDo4n7+19/hVV1d36dKloiju2bMHY1EUBeZ9bS0Eb/2YGAAYAJBUew5ibYemP5eaEQIAaBixjWfPAt6KK0ZZmayloVxToBZFWqKOgoKCguKrB9JmXYZhWrZs6eDgkJaWNnr0aIQgL4j/+CkhhIsXL7527ZquzKwKK2/Z0MDAkLGyK7S0qmJV3YyaXykoKCgoKhW/EkVu8+bNu3btqtFoHj64F33/HgsxwiIURBYAlsisb/2YAIAYQkwK1UFYxvWpPM0wxpjn+eTklPDwKyIWGjVp1MKzfXo2gBgJOQYIAhkr0vgcCop/FhhjURQBADzP4xKIoogxFgQBAEB+paCg+Fz8SvyERVGcPXt2w4YNH9y75z9oUGpyMgIQQSBlkJDmLPFjevvl40Cm9Ny5c69evcYgmZWFYTUL3VfP3ygUrFVVAwQYBGQAUIKloPgnQVa6HMcxDEM8KsgWQq6khhWlWAqKz8iv0lQ0MzO7evVqy5YtExMTu3XrzvP/WESsSqWaNGnS/v37XJxd6tdrduLkjarWtQpxEsPA3NwcQaCZESko/mFkZGRcv349MjIyICBAJpPJ5XKyktbR0XF2dr558+atW7ceP35cKqM4BQXFP7C0Jcqisj/s37/fz8/PxMRk7dq1Pj4+ZB+WZT+wQK4IGGOO41iWnTp16oYNGxwdHfcdCBZYG/cOrQ0VcmBqN/Vbd7vaDd3d2+qyiGGYf7l6DwVFZYIoijzPMwzz8OHDS5cuRUREHDx4ECGEIQshFDHGoggAQBAhCLEosDLk4OAwcuRICOGECRNI1UjtqHcKCoq/Qq5SBdayv2VnZ0+ZMmXfvn1VqlRxd3f/7bffEELEB+ov8KtarV6wYMG6desEQXCs7bzn6KnXycjCNvHwzhPnIzkNSEfpj8+E7jO3shZFsSIWp6Cg+FMIgiAIwuDBg2NjY2NiYqRlMUayjRs3Vre2JrOVhXDh/IVRUZG8oCHLXwihp6enn59fr169lEpaJpKC4p/jV/JdexUMANiwYcOM6TNYhL5p2aJbt27jx4+Xy+WSCaesE5Moim/zQL2tw4MhhBs3bgwLCztx4oStjW07j87+g4da13QseKO2tFCKgib80oWLl67uCgqq6egwbuzYIUOG6OnpkWNLVWKv6BpwBSkp/oVD/jut0cH5kjtAZpwgCDk5ORMmfnfs2DGNhmMZ1qt3r+pW1SdNmmRR1QIDKIiYZZkSfwkMMGYQEkR++fLlRUVFx0NCXrx4gUUBQnj27Nn27dtLE5neazqt6OB86iEfkl/fTkFRzM3NGzJ87NlTR3med3R09Pf3HzJkiKWlJUIIQlhq+hG/RITQmzdvCgoKQkJCNmzYkJiYiDG2t7e/dvWq0rgKxiIPilScvrEODwSZHouLirndu3dPnz69sLCwb9++O3bskMvlcrmcKoopKP4UZCms0Wg4juvYseO9Bw9NzcxdXFwWL17i4GCvVOrIZAzPi6VSvpAKzW9TxgAAIUxNTX3wIHrS+DFv3rypUqXK2bNn69atS7XEFBT/gPxaAcFiXhAPX7h2Zv9v169ff/bsGaHVLVu2sCzr6elpbm6uvTvHcVFRUc+ePTt27Njx48eJ/GphYeHh4TF27Fjnhg0TX7/RU+pamhuER6a3/8aCZRAAQMSQ5/mVK1ceOHCAaLS+++67JUuWyOVyepMoKD4MEva2YsWKhQsXYozr1m+wacuWBg0aMIhVqzVkEpWTiA29fQUAABCCxLcfAMACcf369fPnz2cY5uTJk23atKEjTEHxefi1BLyav3z39vSZyx9HnIaI5wGGIurevXspfsUYR0ZGxsbEIIgwBhiJE8ZNVJjUGjbEV8Di6yze0pgRBFZgsu3sre7ffN7UtTZkVXL4ViF8+/Ztf3//hIQEURRHjRrVpk0bX1/fioy+FBQUEr/Wd3J6kfzS3t4+cNPmps2aYgwQgEDLN6K0preEX0tpiTAWeF6YOH783t1B9vb2O3fu/Oabbz7V3YkYdOfMmaNSqRBCvr6+jRs3JiZeAIAgCOfPn7979+4PP/zw3kuG5xFC+fn5P/30E8/zAAB9ff2FCxdKK4MPC/GiKC5YsKBjx47t2rXLyMhYs2bN8OHDa9Wq9f+uBhNF8eTJk+np6QEBAdpvs5iYmOPHj8+aNetjGhEEISIi4ujRo8uWLYMQ0lfiV8GvbzW6fwqBE4o5VWFRYVpqmle/4Y2auFavXr3sPSaeFLXrOds5Nkh7mZaZmZyfl5up0mQVFuVq1PlF+Xl5WRlFBfnFxcU8l1tQrOL4Yl5DTsHzvCAI2dnZBw8eNDc3RwhZWloeO3aM53mRgoKiAqhUqrlz5yqVOlY29vcfxWblFWYXFOcUFufkF+fkF+cWqMknv4jT/hQUcwXFXKGaL9II2h+VhldxQnpmZqdOnViWtbOzi4+P5zjuk7pUXFw8Z84chmGqV69uaGhYu3bt9PR06ddz587Vrl07Jiam1FEcxwmC0LdvX5Zla9asaWVlxTDMjz/+KAjCn56R47j//e9/crl8+fLlgiCo1er169e7uLh8CTeI47i1a9dOnz6d53ntkTxz5oyzs/PHN0IuUK1Wf+rtoPh/Acb4Yz11McByBohY9rJY0cF77Chv51tXr+3atVuEIoaigDkGMAiwQNRAiJb+sv7Fy5dGJnpxLzLlCvXLjMwaVXUFzFhU00/LBA/i3/RpW41FDJCLLIMwhhLbY4z19fV79+6tUqnCwsJ27drl4+MTGBjYunXrmjVrUlMQBYW22O8SPN4AACAASURBVEpkvjlz5v766//s7O2D9uy1s7MTBBECgEWMICpvTV3xWps0K4gIASNDoyNHjvTq1evKlSuurq6nT59u2aIFfFfNo7S0GhIS0q5dO6LNOnr0aP369W1sbIYNG9a/f/9z586tXbu2uLhY0pOdO3fO2tq6WrVqcXFxMTExHMchhKpWrdqyZUuMcXR0dOPGjXfv3p2UlDRq1Ki4uDhJuQ0AyMjIuHLlSvfu3UNDQwEAZmZmbdq0QQidPXt26tSpxBRNXEAaNWqkVquvXLnSsmXLckMSHj9+HBsbS0RDhmG++eYbKysrCGFkZGRKSgoJZHBxcbG1tZUOxxgnJCTcv3+fOHLa2dk1bdqU5/kTJ04QRWDr1q2rVatG1HhpaWlEIu/Vq1e7du2ys7N5nmdZ9siRI6IoKpVKlmXJURDCixcv5uTkkJM6Ojo2bNjw1KlTROQgnp5t27a9e/euIAi3bt1q0aIFff6/mln6KZQscBynKebP33gc8TzryNX4R4+fZ+Zy16KSb99LysvWnL2ecisu9VVezvWHr0/eSY1+8SY6+U3YvZcxz7K37ruaka+KjonXCNxHrtcmT56MEGJZtk2bNhqNhud5lUpFl0UUFJLKJz09XcYqGKTYt/9IdkFxdkFxTkFpyVVbfi1QvZVcS8mvKk4kH41a1KhFTiOoVKrExERPT0+EUP/+/QVe5Ply5EiicwIAXLx4kfyrq6u7Zs0aQRA4jlOpVLNmzWIYJikpibDFunXrFArF7t27OY5r3rw5meAsy9rb258+fVqtVoeEhNy9e5fjOI1G06tXLx8fH235NTw8nGGYgIAAPT09hJCFhcXBgweLi4sHDBhw6NAhQ0PD5cuXSx0bMGBAzZo1L168WFYCFgRh/vz5EEK5XE464OXlpVKpbt++3bBhQ7JFJpN5enomJydLRyUkJHTo0IEcwjBMgwYNbt26tWLFCpK4g2XZfv36qVSqyMhIJycnhBDx0wwMDJwxY0b//v0FQdi4cSPZaGRk1KdPHxcXF/Jma9KkCcuycrlcoVDMnDmT47iaNWuSs8hkMoZh/Pz8EEIKhcLb21utVtOH/6uQXz9NIsQAIwQ5XmjTwMbZnPFoamXpUEVXydeva+FY20TXsMjZydjJuqo5q1ff1rijk1EtM9beULdFfWNba0Ufr6b6Oqydre3HmHvJgvqnn35atGhR7dq1b9682a5du23btlGPYgoKaWWsUqlGjx6NGMbExKRVy39SpsEAy2SyqlWrurm5yeXyi5cuDh01/VVWEQaflkbxzJkzgYGBK1eutLS0FARBo9GcOXNGegOIoti2bdvnz5937949KSnpypUrCCFPT09nZ2eNRhMcHBwREeHg4FDKlgkhPHTo0NSpU0eNGpWVlfXHH3+wLLtp06ZevXrp6OiU6kBiYuKDBw8qeucghGxtbR8+fGhnZ3fy5ElBEOLi4uLj493c3DIyMjDGf/zxR25urpQ8Mj8/Pz8/38PDIyEhoUmTJnFxcU+ePDl58iRCKDAwsGfPni9evMAYx8XFxcXFde7ceceOHfXr14+JiSFpc3ieP3/+vCAIq1at8vHxOXnyJLmcZcuWvXjxYtGiRa9fv+7UqdOePXsuX75MpOqJEydu3brV0NAwNzd36dKlHMcFBQXR1+DXgk/jVwgQAFBHVybX02WVevl5YlYaL4dsbnpu2ot8gTM4eDbueUa2CoG4hBQByURWfv1BPMaMDlSYyOUsRno6chZ9lGWepHCbNWvWnTt3nJ2dIyMjx48fv2zZssuXLxOLrJS1nILiv4lx48aFhoba2Nru3R9sYGQM36vC/M7sUq53Etle9k1NCniQZDIymWzWrFkzZswozMvf//uW9Kys+OQMjAEQhXIXxGTZTpoljjzGxsYeHh4//PDDvn37WJZVKBTFxcXW1taOjo4AgO3btz99+rRWrVpnzpwhgho5qUajOXz48OjRozt37rxo0aKynZw8efKPP/7YoUMHMzMzQlEGBgYIIY7jJBoWRbF9+/YMw3zgLeHg4LB3714HB4dFixYJgkCumuf5bt266erq9unTh5hypQ7UqVMnKCgoMTGxVq1aDx48IKmbNRqNg4ODk5PTwYMHb968STIEYIw7derk6+t769atNWvWaDQaAADDMCqVyt7e3tXVdePGje7u7mTcEhISzMzMHBwczp0716NHj/T09KysLAhhz549V65c+e2337Zv3x4hZGhoiDFWKpXUuenr49ePLMhe8h2yiKlmqm9vYwIQqG5jVLOmOcvC4d4NatvoKVlNEyc7JWBlSNaxeX0FwwIWAgQYBkIAyjULldsB4iYnk8mCg4P37dvn4OCwePFiHx+foKAg8tB/wCL7tRS4/1pao4PzRXUAYxwREXHlyhWWZb169W7arBliULm1Nj5wlg+d6F3oDpo1a1a1atUEULR44Rx9XaUgCgCWsxomdsTs7GzCZ9nZ2SkpKY0bN96yZUu/fv0WLVpEtkMImzRpQsyWAwcOtLa2dnV1NTc3J5xEKhCcPXuW6K7Wr19fynRKmNvPz08URU9PTysrK+10N6V2GzZsmI6Ojrb5thSaNGni7OwsvUbI2RFCfn5+AIBRo0aRf6XDX7x44efnp1QqXV1d9fT0SJ+JrdfJyYmcVLrMwYMHky3kPSatPOrVq9ewYUOMsb+/Pxk6URRTU1PXrFmzdu3abdu2NWvWzMDAAGM8bdq0Uvl/Pqz8o9PqS2vtvfqvH9BEVdAQQIADCImQh5DHGOuIMgYrAZZByAMAAOAhEiEUP6a1iraLomhvb9+rV6/9+/cvXrw4Pz9/1KhRCxYsuHTpEnHiL/ex+1oK3H8trdHB+XI6QP4mJSW9TE2rXt1m4cIFLMuKIi7LMe//C2CpGljaidhKF8h6d7hSqdywaZMA8PXw81WN5SJQ8ZwAgCgKAtCaevfv33/69KmXlxeZlePHj3d0dNyzZ49arc7LyyNSJmk2OTk5OTkZQhgTEzN37txdu3ZZW1tLVfO2bt06YMAAf3//KVOm6Ovrk8ZJm0QqZRhm2LBhSUlJAwcOfPToESHFUtos8v3GjRscx5X7KnwX78uy0oHETIsQGjp0KISwS5cuCCFtCTgzM/PRo0dTpkxZu3athYWFNHgHDx48depUaGjonj17iJmZNPLs2bO9e/devHhRku8Zhjl16tSsWbMKCgoCAgKkRYyZmdmGDRuuXLkyb9680aNHk7AiQt7a/Fqq0lGpR4VOqy+ttb+b6RcyMggAQjrvC8VSs7K/L2JLypBGjRo5Ozvb2NgMHTp0/fr1e/fu3bJli7u7O1nhUpsExX8EGOPCwsL16/8niIBBMoEXIcOUqwEuLZN+YCJjAHGpJfdbwRQAIPICAxAEKCouPS5JGNjJQRAxw0AAAMCAKJmWLVsWHBz84MEDwl4ymUwQhG3bth07diwsLKxevXpE9cowzL179yIiIvr16yeTyUaMGFGjRo3bt2+Tc0EI169fz3FceHg4aapZs2aTJk2CEPbv33/s2LGEYJ48eeLv7//gwQNbW9tRo0ZJi2xtOmRZdsuWLWq1mgiIpXSqGGPixAQhJC8Q6TXC83x0dPTgwYOJXl2boUmyjlmzZhkZGT158uRdsg4I169f//Dhw6KiIh8fH+IYfO/evaFDh0ZFRXXu3NnJyYkwOtG67dix4/nz59pLh9TU1CFDhjRo0OD8+fP5+fn79u0jzRL/YYlrZTLZ6tWrp02bRs4rimJERMS6det27typq6tLp8aXhq8pkz6ZJD4+PiYmJhs2bAgLC+vfv3/79u337t0rrXMpKCo9iPtrZORNCNhDhw6Cz7+yrFKlStWqVdPT088fOjTthwmaomJeKTfAAEKMEKNUKk+dOrVy5UqWZXfs2DF//nwHB4cxY8YIglBUVMTzfO/evTdu3EgYtGnTpuHh4YRoN23adPjwYZZlu3TpwvN8jRo1MMYtWrSoWbOmIAgFBQUAABK9I4ri8ePHPTw86tSpQzTMSqXS1NTUycmpfv36hAIRQu7u7jY2NhKbCoJgYWFRs2bNcm1Pjo6OZDdRFKtWrerh4YExHjhw4KtXr8LDwwsKCrp27Tpy5MhGjRpJGmZnZ+dDhw5t3boVY1ynTh2O48zNzc+ePduvXz8S5iCTyQAAvr6+r1+/DgsLQwh16tSpRYsWFhYWpqamAIADBw4MGjRIpVIZGxuHh4fv3LkTABAYGKivr5+YmJiXl9e2bds+ffr06NEjJCTEyMiICBikD5aWlh4eHoRxpdVPSkrK0aNHN2zYQPn1C8TH5m/6Qpbt2gqTOXPmrFy5EgDg5+fXvXv3Pn36AC2j0QeMLhQUXzVIHv+qVauKAMTFPa9mWa0Uc5RSC2tLrmV1yG+1RJLgCjHQCpOVdvj+++9XrFjRx3/U9t9+efMqEyl07EyqiKKMYZG2WkzK0ETkSHI6oi8lXziOGzNmjK6u7i+//KKnp/c2jAEh6ViioZXmL5F6EUJ6enqbN2+2tbX19PTMzMwkDk2l1HHafYiPjx8yZMjkyZN9fHwqqkQiFSORFO/abUomT0k3IIWrlqsh0C6HIOlypVNrVz2R2iQeUtoNal+CdC5Ju04OkRzWMMaHDh0aPHjwq1evjI2N6dT4ssgVQvSVdbdkHkII58yZc/LkSRcXl927dwcEBKxdu5Y8hZRcKSo33jIKBABgEYNSs/ivPfnaZtmyXlKEG+RyeWPbaqJGfupcsSZbLmANwwjlMjeRCyXPIKmoM3F/7d279/bt2/Pz88k+5NdSeRy1KYd8P336dLt27bQ5RnsHAkI8hNhu3Lhx//59Hx+fcq9X6pv2K6VUm9rvHO1XULmlw8D7GSilxsvmp9Ruk2GYUg2Wolvt3hKwLCsdLopiixYtzp07R+sJfpn4ijMiKRQKd3f3HTt29OzZU6FQzJ8/f8uWLUlJSYIg0PtKUbnXxWlpaRD8eytIkqxUV1d3ZeCvEGQP8rar7qALsAyLn+BgIaXe7d69+/bt29evX/+RBxIZt02bNnZ2dubm5p6enkql8sNat+zs7AsXLkREREgL7sr6JFhZWbVu3Zry6xd6g74i/XBFk5bn+QMHDgQEBIiiaGRkdPjwYTc3N0k5Q6u1U1Q++dXV1fX+g+jOXbtv27bNyMgYAMK2+APya9lKrkRsRSL5tWQ7wuVKwxjjli1bRkXdSXvzKuO1UL+WOb0RFBQfXv189Rl9yaLY19d3yZIlEMKCgoIRI0b4+fkVFhZ+atEPCoqvC/369TM0MvxXTSEQcGrmTRZHB5+C4k/xyfklPmb7v9kaKsG0adMKCgo2btyYnJx89OhRLy+vAwcOCIJQVl1MUyjQy/mqB0dyL7j8xx+qgkJRFElsa7nxr5LpTnsj+R8BiDB4l7T/XYwOKGtifOueg4GuDm9urfhrl0OiVCWF2Z9eqbSzVERLinMl30lwy4db+4B+TgonLdUxjLHkpvvxL5A/jZUsm0mKTitA80t8yfG/2iwrl8uHDh366NGjadOmRUREBAQEzJgxg6RB/1ouh8Z608H500MghDt27JAx7K7fd6kKC0t5CJfiV1BBqiaIARQxfJd3Apfr2SSdd/PmzdHR0YYGhggL+kbGf+FyMMa7du0aPXq0ts75A1d64sSJAQMG8DxfXFz8888/L126VBTFWbNm9e3bt3v37l5eXl5eXlJCxIpaE0Xx/Pnz33//fUVnwRjn5eX16NHj8uXLpfx4vby8QkJCyg5dRd2+e/du9+7dy5Ioz/MajaZ79+6k0gCdVv+dy6lU6lOSh8ze3n7x4sVTp06tXr16YGCgv7//hQsXSlEsBcXXC57n7ezsOJ6DCAoCZj6/EQRC+OLFC41GM/G7iQpZlZjYtL/QCMktrFAoPtLhIyEh4fTp0yR5Bak5AyG8du1adna2jo6Ojo6OUqn8mAzkz58/j4qK+sClaTSaCxcukAq12j8ZGhr+qSOVNjIzM8+ePVu2SyQo9uLFi0lJSdRi9Z9CJfT9IQ5NixYt6tSp05AhQ44cOXLkyJHNmzcPGTLkwymLKSi+cEixj4IgsCzDcRoAeYxFAFFF+YRLbXzPoemt4CuW7AYrUnxJCQgfJ2YX82pTAwWPcVxsYv26DhiLGo1mzZo1AwcOtLW1xRivW7fOzc0tMTExMTFRCiEdM2aMvr5+1apVSTqIq1evPnnyZPTo0QCAhw8fHj16dNasWfHx8adOnSKn69Kly/nz50VRPHbsWM+ePWvVqsXzfFRUVEpKipubm4eHR9OmTU+ePIkxfvjw4ZkzZ0ggaY0aNfr06YMQyszM/P333wEAtra22iIFER9FUVy/fj3P8xBCLy8vUiQAAPDbb79lZGSwLDtx4kQIYYMGDUxMTI4dO4Yxtre3v3DhglTeRzt6NTg4OCUlhed5Z2dn6RSnTp2Ki4vjOE4mkzk4OPTu3ZvjOJLK8fnz54cOHSLrJAsLi2bNmp0+fbp69eoDBgwgBQA2btwoiuL06dPLLcBA8TXhE+u/fk2lMTmOe/DgQWRkZERExKNHj8gWWpWQ4uuFWq0mysYhQ4bIZDIIYY8ePQpVau1KrqU+UmFX8ikuqfDKcyLPiTwv8jxPUuYSlHveP/74w9raGkI4d8lyjTr9dZ5KI2iy8wo4XuA4LisrSyaTXbx4UaVS8TxvYGCwZs0aHx8fhmHkcrmJiYlMJhs8eDDHcfPmzXN0dOR5fvbs2XXq1CGNBwcHI4Rev37t4uLCMEyVKlXkcrmrq6uBgQHDMMOHD9doNF5eXt7e3oGBgbq6uqampp06ddq/fz+EMCcnJzg4mGGYatWqGRgY9OzZU6PRqNXqrl27KhQKCwsLKyurunXruru7S68FQRBmzpzJMIypqalCoXB1dX316hXDME2bNjU1NTUxMZHL5TNmzCAZpgIDA/v06WNtbV2nTh1TU1OGYVxcXNLS0qQa1Zs3bzYzMzM0NDQyMnJ1dWVZlnTA19dXoVBYW1vr6el1795drVYDAHbs2MHzfKtWrRiGsbCwqFq1qomJyapVq3x9fU1MTLZu3crzfFZWFsMwCoWC3Gv6zP+H6r9+CasBbXWN5O/w8uXLkJCQ69evaxdrRAjVr1+/cePGTZs2rV27dlFRUUxMDCkURZwXtKF9lvPnz0sKJe2M6gCAwsLCR48eaVt9AAAZGRnHjx/PyckplWecls+j+PtrX/Ig3blz5/Tp03379pXJZDo6Onv27CE5fmNjYwF8z+QDS6FETEUlHy2HJgAB/nAhHfJIF6mKXr58Wc3CvEsv/yyN3v2HSVjk9PQURGxmGIbYXxQKhSTAkZyFDRo02LdvX926da9evUryN5G8TtKkI7keMcZFRUX379/X0fk/9s47rIqji8MzW26jC0gVG9iwoGDBghUVuyBGsUQsMYpYE1QswZrE2CJGYo+d2Ii9gFixgyIWwIagIr1zy5b5/hjd7wbsMYpm3oeHB+7dnd2dLb89Z86co9yyZYuPj0+PHj3mzZunUChWr14tRWmNHDmyUaNGK1euPHjwoHQ/+vv7u7u7JyUlrV279uTJk8uXL4cQXrt2TRCEXbt2eXh4PHjwQL9zOI67fv06RVHffPNNYGBgjRo1dDqdKIo3b94cN27c/v37rays4uLipERUoiimp6ebmJjExcXRNH3nzh21Wi21dv/+/dzcXG9v7+XLl6ekpOBj3759+759+0JCQh49ejRv3rzTp0/v2bNH6mQHB4fGjRsvW7YsICCgqKgoPT3dw8MDIRQVFZWRkYH7vEWLFq8/L4TPgs9JX6UAP+mexNm3w8PDhw8f3r9//yFDhkyZMqWwsFDKx4azw+DfMTEx/v7+RUVF0rflHWi4/UmTJq1YsUISS6lKjyiKp0+f/vrrrzmOw/ckXuv8+fM+Pj5JSUn4E51Oh28zKdqTXGeEtxRUyYLEV7goigsXLly4cOHAgQP79Olz+PBh7JmsUqXKqFGjEEJ5eXl79uwFANDUKwIdEaBEQImAxkkQIYCUCCkRQBEA8Y05KnieRwgJooAAAghaKRgZpO0rWVIiC5CIkKBfNw3vOS7jCgBo2LDh5s2b27Vr16dPH+l+1C8Qi+0z6Z1AJpOp1ervvvuuYcOG/v7+4EXQMpZkKaswhBBvAsdRcxxnZ2cXGhqalpaGe4xhGJ7nfXx8ateuHRYWNnDgQP3cSXgMmKbpZcuWKZXKkJAQXFF19OjR06dPb9Gihbu7O3YdC4KAM/W7uLhs2rTJ2to6ODhY/47Gy1hZWY0ZM2bw4METJkyQksdxHMdx3MKFC0tKSvRTHuKhK0tLy2HDhs2bN08URZ1O98033zg5OUVERMTExGzbtg1CGBAQgGsPkJuCjL9+pEcPvppxPCHLsgzDyGSyvLy8HTt2uLi4zJ07NzU19bvvvjt69OhXX32lnwsUa96tW7euXbuWl5dnZmaGEOI4TqPRAAAUCkWZSxl7zKQMolhKVSqVIAixsbE3btzIzc21tbWVVmnevHlkZGStWrXy8/MNDQ0ZhiktLcW3MSCFfQjvglRD9Pr163PmzBEEITIyEgDAMIylpWWNGjW2bdsGAKBp2tDQMCcnZ/fu3SdOnPDp14/jeZr+8LczTdO5ublTJk+GNI2UlSpbyaFcbWhlyDEMJfJsuWsb36H4b3t7+zp16rw+nxp2etM0XalSpeTk5B9++CEyMnL27NkPHz6sV6/eWz4Zjh8/fubMGYqiTE1NjY2N8atJgwYNLC0teZ5v06bN9u3b9Qeww8LCTp06NX369MWLF0dGRu7Zs4eiqGbNmr2qbrmDg0PNmjVFUezYsWP5eu8WFhb169cHADRp0gQb6Pj377//jheoVKmSXC6XXscHDx6cnJxsY2PDcVxWVhb+cOPGjW5ubosWLUpJSTE0NMSPDgKxXz+evmq12sOHD/v6+lpaWrq5ua1cubKoqEitVtvZ2Y0YMaJJkyZ9+/a1sLA4efJkGXEFANy/f3/69OkQwv79+wuCkJWVtWHDhvr169erV2/Dhg3Z2dn4BbmMh02tVu/cubN58+Zubm579+6Ni4ubN28eAEC/lgAAIDY21tPT88aNG7a2thMnTpw8ebKDg8PUqVNzc3OJ8Up4o8GKX+bUanVkZOTx48dnzpypUqk8PDxOnDhx/PjxKlWqeHt7Dx48+MGDB2fOnLG3t7e3t7e1tTUyMjIwMKBpOiP96dO0VObF/FcKAfzDAMAAQEFAUTiaCQGIJIfwSyfL6s+cwXvF83zfvn0fPkhp1KDp91Ony6FS0Cl27zmblpYNgVYEz/POMwxz7969p0+fenp6ajQaqZ6a5NrVHyvBL8olJSUPHz6MjIwcM2YM/vzmzZt+fn4XLlwAANy7dw83Kxl/+omCsYTjZhmGGTt2bFpa2qlTp37//XdPT0+8zLx585YuXfrw4cMxY8ZITwPs8UpLSzMxMblw4ULDhg0vX76M3VFSkmQcQSaVEqEoat++fRs3brx161anTp30g5axDX379m1fX99nz57NmDFDLpdzHId3e9euXampqQcOHFi9enWzZs2kvr127do333xz48aN8ePHS+kbHRwcXFxcbty4kZ+fP2rUqJ49e5K744uyX6XSDa96p377z/+N1iiKSkpK+vXXX3v16jVgwIC8vLzZs2fLZLJx48atWrUK3wZPnjxRKpV+fn7lTUY7O7vhw4evXbt22rRpFEXt2bNn+/btwcHBEMJNmzbxPB8QEFBmZBcAcO7cuTVr1gQGBjIMs2LFijlz5gwePHjTpk2zZ8/W3ze8PH4e3bp1a+jQoUuXLl23bt3BgweHDh1aXuwreFdXzB34wjoHe0fUarUgCFeuXNm6dWtRUdHevXuxB9XJyUkul/v4+DRv3tzKyqpBgwbYO1rmwg4ICHj48OGJqMghgwcdOHjQ0KSS5BMGL2rg6O2A3qdv2m0sM6WlpZs3b05KSjIwMJgxM6hG3fqpeQVGFoYONRwUMpqCEIHnRb/t7e3nzZu3efNmHJ6Ds6rhMAX8r/4tIAhClSpViouLhwwZ8vjxYxsbm7S0tOLi4oCAgCdPnvj4+CCEKleujF+pV69ejcOMpUhMbB3i7cpkMjs7u6VLl6ampiYkJKSmpi5ZsgSbm7GxscHBwTdu3LCxsZFsaJ7nWZZdv379pk2bWrdu/eDBgxo1asjlcpw0X6q0ilOr4rcfLLebN2/++eefEULDhw+3tbXVf7CoVKqoqKihQ4div5dkRvv5+Xl6ep44cSIvL2/btm2SV9zBwWHZsmX3798/cOAAfs5QFCWXy2fOnDl48OCSkhKpEju5rT73w2H0b/jXvGW/0+f/RmvY4bN69eqIiIibN28+ePCguLj46dOnOAIeR72Hh4ePGTOmTZs25SfhGBkZubi4UBTVpk0bCOHatWt79OgxYsQICGFKSsrGjRsDAgLK9BEA4I8//tBoNHjCj1qtPnbsWL169WiabteunfSIlHYbR3l4eXkNHz4cAHD06NGYmBg/Pz88++1f7ZyP0BqZCP9+q0hPav1LRRTFhISEe/fuLV++/MKFC1KW7ObNmzdr1oyiqGnTpllYWEiV3fD1XD5PfePGjffs2WNjY3P9+vVz5851695TRAhC+Dz1/wtb9EU0Eyx/hb8mFRGONhgfGKiQGyxdsbhrL6/7aSWQpuUUatnInhd0AGenoKCRkdGuXbvCw8NFUQwICFizZk3jxo2NjY2lqmotWrTQr2pF0/TYsWNxcJCTk5Obm9v27dstLCx2794dHh4uCMKECRPGjBnz9OnTcePGKZVKAEC3bt2w3vj5+Tk5OQEAnJycJk6caGhouGvXrj///JPjuPbt2zs7O+PwiP379y9ZsoTn+bp1644ZMwbXb8cGMc/zYWFhJiYmCKHGjRsPGjRIpVKNGzeuRo0aeCc7d+6s0WhEUZw4cWKjRo0iIyOrV6/u7u6Odb1fElztBQAAIABJREFUv36S8xZCOH78eJVKlZSURNP0119/vXHjRghh9+7dly1bFh8fLwhC3759nZ2du3btOn78+Dp16lAUtX///nXr1gEAAgMDAQDu7u64Z+rXr+/m5paUlNS6devXp4Unt9Vn09rnMj9HEISHDx/6+Pj4+vr+8MMPK1eulMvlQUFBOI4gPT19xowZf/zxR0lJyatWX7VqFYTwyZMngiDgt0U8Yyc4OFihUGA3HY4uqV279sCBA/HNKZPJaJrGAzPu7u6LFi2CEBYUFOiHzh84cABCePLkSQDA4sWLcVP9+vUbOXIkCVL/j4OvMZ1Op9Pp8N/z588fMWJE/fr1aZpWKBQ4kmDatGnh4eF37tzBF89btszzfFFR0fjx4xmGqV69elxcHMdxeF6HhPAK3ni7FRUVde3alaaZSmZVeL5Ep81JupP+OC2zWJuX+TTvUXaOji8WBfHtd/XixYuNGzfGM1k/l2cOFsg+ffq8/Xl5V/C1odVqw8PDGYZp3769VqslMwm/jPk5n1N808GDBw8dOpSYmGhhYVFUVPT9999jm+Du3buTJ0+eOHFihw4dyhuL5eM1AAAdOnQoKSlRq9V4YkDHjh3LvI/gf728vJKSkkJDQxmGefr0qYmJyaFDh0i8EuHtEUUxJycHpyy4ffs2wzCJiYlarRYh5ObmxjDMoUOH8DsctlOlKNm3bBwXKjcyMlq6dGn37t3PnDlTo0aNfz7qX1hY6OfnFxkZaVfNcZDft49ydLlqPisbmEHhTEyxd2t7U6iBokwAiGbg29y8PM8PGTIEG6wkx8vfhugYRhCEwYMHX7hwwdnZGQdbkYfMlzb+WsGBEJqbm5uYmOzYscPExOTSpUv4FS8/P3/69Ok8z2M3L4SwatWq7du3/+uvv1xdXatVq4ZvZsk3dfnyZS8vrz59+mzYsAEP3F64cGH06NF4YAa8iDDEIRJeXl7nz5/fsWOHSqUKCwv76aef8FexsbFt2rSR2sRpXHDMBbYMygzNkgfKl400ixo7GLFGiqK4e/duQRCGDRuGPaUURfE8b2FhMWrUKJqm58yZo1Kp8FrY9wjeZTaXfo3ukJCQJ0+ebNu2rUePHlu2bGnUqFH5VGVvfGTj6xlPTZny3ZTjkUdrOjqu+WO1uVVDGzOFnYU8SZNZr4ZVEydjSqRpaCgiRDHwLXcVIdS9e3ccBf253BF4mk3Xrl1xt7z9e887gZ8YTZo0qVKlyqBBg4yNjQGZdED09eNf6507dx43btyCBQtsbGx8fX1xFEBaWtrVq1czMzOxexYh1Lt37/bt28+YMeOHH36oVq2atHqjRo3q1q178ODBLl269OzZs7CwcPny5QihSZMmde3aVSaTScNF+IkgCELTpk2HDBkSGhpaWlo6dOjQNm3amJqa1qpVa+/eve3atdMfecUBHbjKsRTIwHFcmcgOwpenrPhVTH+E9enTp7NmzQIA7NixA7xIi21tbb106VKEkEql8vT01I+Gldwq7/pglS4thND8+fPv3LkTFxc3cuTI+vXrb9iwQT8C9m1MYbzzx44d2759+96/IhSqyr+vW+fm2vReailASCdQSgOZTqQZigW0CABNUe+wqzKZbPHixe9xjJ/W90DT9PDhw6VB9H9pQzRNBwUFSUHRRFy/GD6b+urYRsQzxhiGMTY2zs3NxRnUcM4m6SGC35F3795tbW3dqlUr/OTCwyf5+fkymczU1BSPrOTl5QEATE1NWZaVovVEUXz27BnDMFZWVoIgcBxXXFyMEMLbQgjl5+ezLGtiYiLdCSUlJbm5uTY2No8fPzY3N1coFDhzG7a5if36xaPVaktLS5OTk8eOHcvzfHFxcWpqKk3TxsbGdevWbd++/dSpU3EQkxSphCNaP4hJJFnPWq3Ww8MjMTFRo9HY2dn5+fkNHz68evXqUlqG1zSSnZ2N8xBlZGTk5eVZ2dsO9Pth/OQeRcXyp0/UdZwMiwq1jg6mCcmZLvVsoailmHeYoCm5drCL6DO6HbDZilMH/0tuW/xkw51DnhVflLjq5175MpCqOV64cMHNzU0ul5OXQcIHfxpihyFC6OnTp+fPn4+Li8O+EJxbAADQtm1bV1dXZ2fnYcOGfTRLGgCQkZGxaNFPx48eu5uczAKogyA0bJWClfv5+eEQZSlrCj4KQRCio6NTU1NPRp/Yu2cPBaEWyXr27D5keF+n+l1szGQ6NcouKahna8nIWXL2CYT/tL6CFwOo0psg0VfCh32BwyOsv//+e1xc3IMHD2JiYiQ3rL+/f8eOHQEArq6uDg4OoijKZLKPtm84s4HI62IuXjkXGz/zu2CK0kLAy2UKHAGLFxsxYsSBAweysrKw1l6+fPnhw4dyluZEqm6jprODxjZr2szazvr+Y421mbJUp9GW0lUcDFmKJmefQHhPff2S5v+WSXf+3jsg5Tgt06y+D4fM9f5SW8OvaNIyycnJ9+7dQwgtWLAgOzs7MzMTx5936dKlRo0aEydOtLOzoyhKimCXYpo+zuFIFyoSeQ5RCckpCIC/wjcV5Wfu2n0kOz9H1Iks0nEAGBgYqLW8ICIg8hAgyIDRo0YDSA0dPry4VFa1mh2tkHEFxYU60cZSpdVAW2smISnPra41uXLIbUU65+1X+TLt1w9rrJw7d27+/PkAAJqmmzRpMmfOHGm+P+GLP/tYI3/88cfY2Ni7d+/iNAKS+kZGRsrl8po1a1pYWIAKNqyIEIIcr6HZuPgUGVWwPfyiX6/6ap7/Jjg0+fw+uYFpwMSJvbt5Jt1+QinZwQPa3H+gY1iqur3i3r1CZCCrasP8dS5PBrU+HrWl2GYCgfCe9ivhpQ8pPKDr5+cXEREhiuL48eNDQkJwDD3hyxZXQRD2798/aNAgyZZt166dgYFB7dq158+fL0Wb69d4qVASq+E4hqZ4QVdcLAAG5pUKVUzlOaWCES0yKlVOXpGRgoUA8pBCWg2UUywLxWIassKzYq6qEcXJDFhalFGM/mgLgUB4e31lSC+8voPwm/tPP/3Upk2bH374ITQ0FCHUqVOnLl26SJMd35jUgvBhwXM08XuhFJH7Hi9P+plmcXQS/v383mAYAIAgCCYmJni+zciRI1UqlZQFHrcj2XYVTYEULAsAQFD5NPNxJTOTxLtZxs1tUtPVJiq1tUxekKfmDAQesoYG/LNc1lSllSlBZhZdqRJMelQkr2FsCAUlS7139xIIBGK/voM1Ex0d7eXlxTBMpUqVwsLCevToof8gJnxMv0JJScnatWtdXV1xQun31mmO46KiotasWWNraxsUFFStWjUpz4MoigUFBXfv3pXL5Q0aNMADnJ9dbh0RCQgIoiiwglwAmvspBRxgatcwufs0TyuyJQV56SVi1yZVRAV1JjKzTQdLY0qEglykeF6gGBZSgHiGCYT3NM+Ivr4VUjn3c+fOhYaGHjt2TKvVMgxz9epVR0dHXGCABCr/GzqKJ5NgF6U04Tg/P3/+/PmhoaFbtmzx9fUFr81TL13r+p9In4eHh0+aNKl27dosy86dO7dly5ZAb0YpvkEkC/WdkhdWlD4UAUAAQFEEAkIUogQRILlIcyJEFK0TeCWkEMMBHlA0IyKBp1iZIPIQySgoAEhDYrkSCO+pr3RISAjpiDeCY5oghA4ODt7e3izLnj59muf5kydPKhSK+vXr6/sqCR/EYRAfH79+/fpq1aqdPXv26tWr9vb2SqVSEIQHDx6sX7/+0aNHCQkJvr6+9erVe5W44kZ2796dnp5ubm4ul8sFQXjy5MnevXuPHz+O53H9+OOPN2/eHDp06KBBg1q3bp2Xl7dnz55Lly5ZWVnhjCK4Ktzz0qqf4fmFEEAKQAgpSFMURUOagQygKJqmaArIaIqiIQUZimYgpCiKZiCEFEVTFIAURV4ZCQSirx+zyyiKcnV17dGjx71792JjY48cOaJUKlu1akUSm31Yh8H58+cnTpxoYWExe/bso0eP5ubmduzYEUL47NkzU1PTdu3abdiwoV+/fq/R19TU1ICAgD/++OP06dMZGRmtWrVKTEwcOnTozp07jx49evbsWWNj49WrV0MIY2JizM3NO3ToMGPGjCVLlhw5ciQnJ8fd3d3AwACQKdQEAuH9xEL/n9cs906ff6atvf0qcrnczc3tyJEjc+bMcXNzCw4OHjt27J9//qnT6cok9/8Pds4HaY2maYZhOI5TKpXJycnHjh2LioqKjY2ladrZ2dnT01OlUkkJE17F3r17OY67ceNGdHS0ubn5s2fPUlNT/f394+LiEhMTGzduvG3btgULFvA8n5ub++OPPx49evTSpUs3b95MSUnRaDRbt27FgVT/tRvhs75ySOeQzqk4rf1fX0k537dfRdKAoKCgQ4cO2dvbb9y40d/f/8cff9RoNP/xzvkgrUmRAR4eHtgDT9P0mTNn3slJ0KtXL1tb26+++mrNmjWBgYFOTk7YhPX29vb19T116pS0LQAARVHbtm27detW586dO3bsGBkZGRYWViY7BCk+Tw6HdA7pnLdfhYwX/iPzHwBgbGy8b9++Pn36WFtbz58/38zMbOPGjVJHcxxHOuqf9DD2BwiCIJPJDA0NX7UkziBfhurVq2/cuHHBggW3bt0aO3ZsYmLiokWLrly5smjRor179w4cOLDMtoyMjAwNDevUqVO7du127dq5u7sTnz+BQHhvyMSSfwSOJq1fv/62bdtOnTrVo0cPCOHkyZPv3bs3dOjQGjVqsCxL0t+8Nwihs2fPNmrU6Nq1a2q12t3d/aWLlck4LXH16tWLFy+OGjVKqVT26dMHJwlp2rRpy5YtNRrN48ePy7Tj5eUVFxcXGhqqVCp37tyJXdAkZo1AIBB9/WRgBe3QoUNKSsqOHTtCQkIWL158/fr1vXv3vnGMkPC6q5NhkpKSmjVrxnFcnTp16tat+6olXV1dv/nmmzFjxuh/qFAoNmzYsHr1aoqimjZt6uLiMn78+EWLFjVp0kQmkz158qR69er6Wt66desqVap06tQJQlhUVLR06VJivBIIhPc3wEj88AexYrGVY2ho2KxZM5lMplarT58+ff36dZZla9euTdyM70FiYmJ4ePiiRYssLS0bN24cFBRkbGyM+1kQBI1G8/Tp044dO9rb20MId+3a5eTk1KJFC/0WLCws6tWrp9PpWrVqFRQUZGdn5+rqqlKpRFEcNmxYy5YtLSwsXFxceJ739vYGAJiYmLRu3Vqj0VhbWy9cuNDd3R1nDiHnjkAgvCskv8SHRxRFnuezsrKGDRt2+vRpURSXLFkSGBjIcZxcLif98/ZERET4+PjExsY2bNgQu38lNztCCNdh5XkeT03+448/XF1dXVxcyjSCEOJ5nmEYKQEIHtCV0ivizwVBwMvgbBLY1fy8HA3JHEIgEN5LX8nY0ocEP4tpmra2tt60aZOTk5ORkdGcOXO6det28uRJ0j//pGPLXLj4E5ZlKYrieb53797Ozs7l33UQQpINiv/FebjwJ1ikcWYorN+4QLq0JBFXAoHw3hD/8Id2CECILSoDA4Nvv/22UqVKZ86cuX379q5du6pVq0ZRlIWFBS58RgJnwIvEk4Ig8DyPJTMjI+PIkSO2trYajaa0tLRbt27GxsYMw5TpLuyTx73NMIxKpSofRAb/jrS89AluBMuqJLr4E2kZco4IBMJ7ysEXWV+9IuwAAIDjOAjh1atXz549u3Tp0tzcXCcnpyVLlnTq1Emyq/6bnaPvnhUEIS8vDwAQFBQkCEJmZuaJEyfatGljb29fvXp1U1PT8ePHS6JICkGTKtmkc0jnkPrqhOeVQXEI8d69e2NiYlatWkVRVFhYWPfu3c3NzctUOntja9IfkjbHxMQ8evRI+lwmk/Xv318q34bHFMGnjtAp42XFxYgoinrw4EFcXFxaWtrMmTNxL+F8Dt27d3dxcXFycho4cKDkvyWmJIFA+FztV8K/BM/z2HWp1WqDg4NXrFhB07SHh8eRI0fevt6ZFIaDEDp16tSaNWvwWhcuXHj69Kk0rCiXy3v06IEHEd3c3CZPnozF+BOKU5nAIryru3fv/uuvvx4/fnz58mXpImzatCneYTc3t2rVqkn14MglRCAQiL4SXi4wuIexu3jx4sV//vnnnTt3qlatGhgYOGbMmLcpz45jkimK6tmz5+PHjzMzM7FcsSzr6OiIhw85jnvy5ElxcTGuEy6TyZo1a7Zp0yYzM7PXZD76OD1QWFiIM0cuWrRo//79eXl5hYWFoig2btzYzMxs+PDh3t7e+BWBpmme51mWxe8TJDUHgUAg+kp4W27fvj1gwIA7d+5ACGfNmuXh4dGqVatXFWnHNuuxY8f69OkDIRShSFG0p2eXKg7VAQBIRAsXLmRYhmEYCNHy5SvSUlMBADq1ZsuWLRQFeF4XEBDQtWvXDh064KT5eL7Kv3d0eIexTAIATp48mZWVtXHjxpMnT2L5xOFdM2bMoChq2LBhVatWJZcEgUAg+kr4AHAcFxsbe+HChWnTpkEIbWxswsLCOnfu/FJfKM/zfn5+Fy9ezMjIEEWxSrWac+bOcXd3t7KyBgAwNI31kqIgx/MUReOzSYtiRMRfv/++6sLF8wihSpUq/fTTT4MGDYIQ/ts5E7CZLgjCihUrYmNjo6Oj8/LysEmNB1k3b96sVCpxLsl/VekJBAKB6Ot/C4QQjtnZu3fvunXroqKiLCwstm/f7uLiYmpqir/Cdl5JSclAv0FRUVEMw4wfP2HcuAAEFYaGBgCi51qMnkerIQBYhpZOJI2AIAoajfrw4UOLFy9OTkpkWdbOzu7YsWN2dnbgn5WCxyOj0iRRPJsFIfTs2TNsH7dt21YQhKysLLVarVKpWrRoQdP0li1bTExMcKZ+aWopCVwiEAhEXwkfXmUBAIIgBAYGrl27FkLo6uoaHh6OE/4hhJ48efLtt99GRZ92dHTs07fv9OnBPM8zDKtvfZaRSSlfyIvZnABCIAri9KDvfvvtN4SQvb39rl27mjRp8tLV3xKcgQFP8xVFsaCg4PDhwxDCr7/+GgcA0zTNcRzLskFBQba2tiNGjJCmBZOMDQQCgegr4SNJbH5+/vTp09evX48QatmyZe/evSdMmMBxnKen5+XLlxUGxvv372vSxJXjBIVCLgji2+sr3ggASF1UGB0dvXr16ujo6Jo1a+7evbtevXpvGbpcHhwRLQhCTk7OhAkTSkpKDh8+TFEUy7I6nY6maTc3tylTpiiVSk9PTylvA77YiLgSCIT/nL6S6cyfcAfwwKS/v//27dtVKlVAQMDpM2dj4665urquWr2mWtVqAACGpgWhbNanFxqJwN9lS1I1rOIsBAAArUYzecqk9evXd+zY8dChQ+BFfb1X7ZuUAgLrIv7j6tWrjx8/vnLlyrZt23iez87OpiiqXbt2Li4uzs7OAwcOxAmV3njlkSuH3FakNdI5gOSXIHwEBEHQarV3795t3bq1Wq2mGZl7y1Zr16+zrGwFISUKAk3RoFxckuQHfo2+AgDwBCBRFB48vN+oUSNDQ8N169Z5eXnJZLLX26k4uy/DMDt27Ni5c6dMJrt27VpqaipuWS6XDxs2bPTo0ZUrVzYzM5Mm2JCzSSAQiP1Kojcr0MlgWbZevXozZsyYOXMmzTAebduZm1tQFA0QYhlW/zXoVV7W13tfIYQ1atTYs2ePv7+/j4/PmbOnWrRwhxAChACgcNCvJMyiKN6+fVur1a5atWrbtm0AACkPft++fSGEU6dOdXFx0ben8bfkVBIIBAIAgNivFQiO40RRxEG2gRMmz5w1i2FYbJmWEc4yYbeS/Vp2OPbv9itCIh6g7dKly+nTp8eOGxMy55f8/EJbG2MKUOBFQkeEUFhYmCAIq1atSk1N5TgO51kMDQ1lWRYhNGTIEDyVlpwyAoFAeJU9Q/S1ooCzLqxduzYwMJCm6fMXrzjVqoMDdD+UvgKABJEHABw5cqRv375yhSwjq4DnkUqBIKDwpKD+/fur1epjx47hCUJKpZJhmN27d1tZWdWrVw9fMDi+iUytIRAIhNfoKzFBKgp4UmxSUhKk6Z8XLXN0qk1R/3fYSvz/X/hCWV9xavEiEL87Uc9foXAuxoYNGzo6Ot5/cL9r5/a//LKI57hu3XpwHIc3J4qinZ2du7u7ubn5ihUrwP+jqIDUCIkEJhAIhNdD9LWiQFFUbm7u9fjrAs8LCFAUjcc7X6GfAAD0f5l91QsUeqGv4G8h4g4ODv7+/rNmzbpy+Uq7tu2lrxiG6dKlS8+ePatVq9a2bVus5WXilZ4rNxFXAoFAIPr6udivqampMTExnTp79uzV41912iOEBg0atG/fvitXrlAUpVAoPDw8fvrpJwhhpUqVrK2tpZk5EMJ/O18xgUAgEH0l/Lv6evPmTQrSJibmNjbWAACA9EdYXwx2Qqme68u+LWO/QkC9ws60s7MzNTGhKFmn3iPWrVxgVlmU8QqaVegbqZJhTc4OgUAgvCt/m1zxqoXeYzbI59jap90BiqJGjBghk8tHjByJRBEC+M/37VXDs7i4jVmlSgDx+elxmtLs6NOlTzPV/51z/SVdOaRzSOeQzqmYrZH44Qpkv8rlcmMT00dp6QAgUUQvNRwhVfZc/j2Q+EXeRAQAABQE8Lm9+5IrQBBEIwNTjtecPnfS0KZ23SrGtEgBSFE0MVgJBALhHwEhJE/SCoQoirh4KnjrAKJXvl49j2xCL35easVSAtIKIg8pJAoC4tU6wIgiEAWSI4JAIBD+KURfCQAgOjNDQ0HFqdjbPAAURWKDCQQC4Z9C4psqnleBAs8z9r9M5l7uNNZzC+MJOXgpCP82jPsqY5cX1Za2pml5WgVjAKEIAPX6aT8EAoFAIPYr4S1esqBMpuMUlIaiaY4WOcSTPiEQCARiv34hSDXg4MtMzfL5EV+s9iLVBF5NCmXS//0yyxUnr8DWMKKY9CKhSnXzljKeEhhA/MMEAoFA7Ncv7X2HYRBAoiCUd+W+dJIrBQCFAIUAJQJKxAHDWGJFAMRXRTYJgsBxXFRUFACAZVlex1mZsYV5mrMpmTrAUxSJbyIQCASir1+Q/cqyrFqtXrN6DYDgXx0BxSXQQ0NDeZ4fPHhwzZo1KABFXgAIUBQlimS+FoFAIHw4fSXTmT/5DkRHR3M63YVzMTKaAQhRekirwBdmLI0AjQAFAUVBigL45/m8HIheX9xGEISkpKTUtMeIolgFLZMrStVahFhNNqJeUfWBTIQHJEsAORzSOaRz3mUVSt9+eo1p9U6ff6atfdodgBAyDAMhvHTx0tHDR6k3zn9FLwZfyzqBXznhVd9+PXDgQOKdBBqBE5HPxnwTkppXmFlQev3ZM60owJet/oWd6y/pyiGdQzqHdE7FbI3EN1UUEEINGjQYO3bsypWrHj16CCFAACD0IosT+pu/GOqnZIJ/+xy8LJ1TGbRabUpKCg1kRibGBiYZ+w5FXzh/TKcpKtaofVtcVCmMbWxtcGIvvPXngVekZg6BQCC8NURfKwoQQplMJooCw8BTp6O9fX3MLSrT1Iv6rVIlV4QXluKE/26tvp0E3r17d926dSISN65aW7V6tdPnzvy260pW3GEoivWdXUxMTBYuXCiTyfr27cuyLK4IK5PJyDkiEAiEd3iqk/zDFQdRFG/fvu3m5iYIwuWrcfWc6/GCyDAs0EscIcnoS/X1ldN4/s6kSZPCwsJEoNrz16mqDrYmhrKvv1/fqbn9sYgVV69e1Wq1eMS3R48eFEVNmjSpVatWgiCQKnUEAoHw9iYT0deKgiAINE2LotiiRYtr165VtrI+HnncsaYjQ7PPz9bzBZH+P6+fJvvSreTk5PTp3efK5ctRp45Xb+BuaqwzEOSZhZyhXGZoIOM4bu7cuTdu3EhKSnr48CG2qh0dHf/8808DAwMbGxs8cVaaO0sgEAgEoq+fhwmbmJg4bty4c+fO1atXb/369Y1dXP9+0sTXCOob9TUnJ2f06NGHDx5q7+m1auXSwkKjGk4sDRXHrmbUqmpUx84EQoiV/ty5czExMXfv3v3jjz+wi7h27drfffcdhHDQoEEIIeIxJhAIBKKvnxMcxz18+HDgwIEJCQnLly//dvTYD6WvoigOGDAgIiKifj3nhSvW1qpd7XaSxsSWcjJQ6eR0VnaJay3rMtdDTk7OzZs3v//++1u3bnEcR9M0AKBPnz40TU+ePLlp06bkfBEIBALR188AHKYrCML06dN//fVXiqI2btzo4uJSq1YtURQRQmUGQV8vqLjanSiKNE1nZWWN+mZU5IlIW1u7LVt3tmhaW+RVRepCU0M5BWQCJWoRUFHsa1obNWpUVlbW9evX09PTAQAGBgYIoVGjRo0aNapy5cpGRkb6Qo6n7ZITSiAQiL4+n4PxquVeNWXzXVepyK1VhMMBLzIDcxw3a9assLAwjUZTrVq1zZs3N23aVBTF8vr6+tYEQdBoNNnZ2cOGDYs5f7F+A5ffV4eZ21S1tWKRSD9My6tdzUIQKYqiKcDTFPuawxEEgef5K1eupKWlXb16dfPmzTzPFxYW0jTt4eHRrFmzuXPn8jyPY6PwfpIrh7RGOod0zn/zcIj9WnGtWMy2bdv279+/b98+Kyur0NBQNzc3e3t7QRCk8KJX2a+CIFAUpdPpsrKyvv766zNnzlAU69rE/a8D+1JSHvCMtVwOK1dSHDia4NbEMT/7USv3JipWhDT7+r3ChimWf5qmc3NzAwMDCwoKoqOj8V4hhMLCwuzt7Z2dne3s7BBC2KVMps8SCIT/rv1KqFAIgoBlief577//fs2aNaIo9uzZs2XLlpMmTaIoCn/1qjkzgiDcvXt3/fr1t2/fPnnypCgKbVp3mDDhu46d29MsuJeWw8hkRiqBoQ3y8wpqVjFHgKGhQMF3m4HD8zwAoLCw8K+//lq1atWNGzckE7xPnz7169fv2LFj69YIIHvBAAAgAElEQVSt9Wv1EAgEAtFXwifWVwghz/M0TRcXFwcEBOzcuRMhpFQq69SpAwDYs2ePqakptlPLrx4QEHD58uWUlBQ8b/XKlUs21vY0rTAyM0CA05QIFKBkci0HZDotNFFCDogCTSvfJd+I5MfGFm1GRgbHcVu3bl23bl1JSUl+fr4oio6Ojo6Ojp06dQoMDMSGLIFAIBB9JVQgirTiz7/8dvfmxWNRR4ryeYopFbkXLn4IcQSTKIrgRfZLmmUpCJu7NrezsbF19fphgt+VuCdakXdpUvlBfNFDbVE1O1VBWkmn9nUYkaMZ+gNWUhIEITk5OSQkhKKoXbt2YVMbQhgeHq5UKhs1amRpaSmVHyCiSyAQiL4SPikI8YgDFL9xw86kO0/OnN0fe+UqAAAbr1jDsEsZY6wyCJo5t6WHe9vmjWNu57o6sgKlup2cUrduFYajOQHmZOQ62NvwUASUyNIM/HDl8HCcMxbaXbt2FRcXBwYGYomlKKpPnz4NGjTo0qVL48aN8egsGZclEAhEXwmfDgEIgogYCARRrYWFmnyhOE8UdZBVIl4YO2ayqbnRjwvmIEpGIZEXRAXFGFe2EVlOSYF8nVCJ1mgoE52GVyiVMsQLQKflGJWcoinIAcAA+gNKnJSICmstTdOpqam//PLLwYMH8/PzS0tLAQA1a9Z0dHQcNmxYz5499SONX19Wj0AgEIi+Ev41O5bneJrZd+6BplSoVdeMZdjSrMLc3OK6daqp8/JScnW1a5qUqum0jLy6DuY6jstMLYUUrOtitT0i3rNttcdpaR2aNWDZj+eVFUVRSkxx5cqVJUuWAAAOHDjAcZxMJuM4rkWLFtOmTWvevHmlSpWgHuRcEwgEoq+EjwcvcAJCEEAaCRCIPMWkZQsXbyUB0VTFwuZu5kIBKhRAdqHGydaE50pszJUQgviUHOcqVjzFK4EcIJGmKfCxBIzneWmEmOM4lmV1Ot2ff/6ZlZU1Y8YMfPlBCIcOHVqtWrXOnTvjnFBEXwkEwpejr2Q682dxOCISXxh3EAAABIEXkVoQOYGhEJAr1JlPtIwCmajkcoWCgpBmKACAulRUyilAvbmA3Qc/HBxm/Nz4fnGlAQAEQcjPz9fpdDNmzLh+/fqNGzcghHZ2dlZWVl999ZWLi4u5uXmDBg2wBVzBs1WQLAGkc8jhkM4p8xWxX7801Ej7MEWtMODtTIxkMlnFtwJxMNT9+/evXbuWnp4+ZcoUlmVxEigHBwcPDw9zc/Mff/yRhEERCITP2H4lfAEggUMCgBQANIMQqvgpHaT0yDj+OSMjA7uLpcuSpmn9ongfR2X17WwCgUAg+kr4csBByDi9hvSi8HGSLD73w4ui5Ochk3QJBMJ76CtDeoFQYSVWq9VevHhx/fr1jRo16tu3b61atT6O8ZqUlBQeHp6SkjJw4MCuXbuSc0EgEN5HYon9Svi0IoptU5wcQ3ICi6Ko0+mmTp0aFRWFXccqlerAgQNVqlQpb2vi5aUUFji1JAAAl4XXX16qT4DXxQvo/4sQUqvVXl5eDx8+NDY27tat248//ihZz9IekhNHIBCI/Uqo0GDpio+Pv3r1ar9+/c6fP29padmgQQO5XH7v3r3Y2Ni5c+d6e3unpaV17949MjJy+PDhZfSVoqiYmJj8/Pxu3bqJovjo0aMjR4706tVLEIR9+/Z17tw5ISFBpVI1adLE0tJSEISkpKQbN27Y2dm5uLgYGhpCCIuLi2/dupWQkGBhYdGsWbPExMQLFy74+vp27Nhx4MCBoigmJSWdOXOmevXqrVu3NjAwIGeNQCC8DURfCZ8SbD4eO3Zs5syZCKG5c+c6ODj88ssvzZs3t7Kymjp1aosWLSCE9vb2KpWqfLEg7H3Zs2fP9evXsSP33r17gYGBderU0el0kyZN6t+//8mTJxmG6d2796xZs+Lj44ODg5OSkmxsbAICAsaMGaNWqxcuXHjw4MHk5GQzM7N27dphk3rnzp3Hjh0bNmxYVFTUokWLzpw5U7Vq1fnz5/fv35/YrwQC4a3sB9IFhE8ITdPYhMVRxOfOnevYsePatWuLiorMzc179OhhYWGBEEpOTjYyMvLw8Ci/OvYeMwxDURT29+J/cUH4hg0bnj9/fvny5REREdevXw8JCbGysrp69eqKFStOnz6t0+lu375948aNZcuWJSYm7tu379ChQ82aNQMAzJo16+bNm+np6atXr/by8nr06NHatWsjIiKePXsGXviKCQQC4a3sVzKdmcz1/oQ7gFP/GxkZtW3bdtiwYVlZWSYmJgAAnufv3r27ffv2oKAgBweHV23l5S+PFNWpUyc8ZJuRkZGWljZ48OCNGzdOnz59wIABO3bsoGm6adOmISEhmzdvzs3NTU9PFwRBoVDwPG9oaFi5cuWTJ09euHDByMho8eLFAID4+Pg7d+7Y2NiU2SK5cshtRQ6HdE75rxh9V9urRPhVX73HKhW5tS/scD6vzhFFUSaTMQyDI4w0Gg1OXBwdHX3s2LFvv/3W0dGxTLwSDkfC5i++pqUoJ2krMpmMoiiZTIYd0SNHjhwyZEh0dPTSpUsvXbq0YMGCS5cujR49OjAwsE2bNqamprVq1ZIi/hBCOp2utLT01q1beNgVV9YrP02IXDnktiKHQzqn/Fdk/JVQIaAo6tKlS61bt37w4EHnzp1tbW11Ot3evXu3b9++dOlSR0dHQRBwjDFOlygIAq4QgBCysrJKSEgoKipSKBSXL1+WpqtKQiip78GDB3me79Gjh4GBwcCBA0NCQi5dunTv3j0fHx8jI6OEhASZTKa/oqOjY6NGjb7//vuuXbsWFxcfPHgQp2wkEAiEN0L0lVAhgBBGREQsXLgwKytr4sSJhoaGT548WbNmzePHjwMCArDaDRo0yM/P78iRI2FhYVu3bjU1NcWvii1atPj555979erFMEzz5s3LzMnRB1fK+/333wsKCtq2bSuTydzd3WvUqNG3b1+VSpWenl5SUiJN1wEA2NradunSZebMmb/++ivP8wzDkOmwBALhbc0G0gWEioAoigEBAQ0aNJgxY8aAAQMYhklNTaVp2sHBQRAEnU7H8zxO58RxXHJyMkVRODaKoqi2bduuW7euSpUq/v7+vr6+7dq1U6lUZmZmHh4eKpUKp4Lq0KGDra3tqFGjfvrpJ3Nz8y5duvz6668ymax169Zbt241MDCoXbv21q1b27VrZ21t3aFDh6pVq9I0bWBgMHHixF9++UUURTc3t3Xr1llYWJD4YQKB8FZmA8kvQfjk/PzzzzNmzCgsLFQqlTgFhH49O7yMTqdjGIbjuCdPnpw8eXLQoEEKhQJ/hRDCJQEghFiDpRADnG4C13uXsoFK2SfwHxzHAb0kiDggmaZp/An+G5ewJcklCATC24orhMR+JXxiJCHEwiZdmhzHSRNeBUGQyWT4t4mJCXYF678XsiyLA51YlpUSOWGdZhhGStIkmbySuAIAGIbBrWEBLvOtlAZZEATyJkogEN4eMv5K+JTgZA52dnZt27ZlGEaqQ4cFUloMm5LYljU3Ny//ngj0Mhfqp6HAK+on6C9fU0iSXvwb75Lk18GzaUVRlCxpAoFAeCsTlviHCZ/WeBVFUSo/p284fioiIyPPnz8v7YYoikZGRuPHj5dSYRAIBMKbxVW/Ph2Zzkzmen/8HZC8spKeffJ9y8rKys/PP3DgwNGjRzMzM2/fvi2Xy93c3CCEkydPViqVbdq0wSYyQghbveTKIbcVORzSOWW+IvVfCYSXm9R47DY9Pf38+fOzZ8++d++eNKw7YcIEmUzm7e3dpEkTQMqwEwiEN9qvBAIBo181j6KogoICjuM2bty4adOmzMzMgoICmqadnJysrKx8fHy+/vpruVyOpVffFVRxdPeNO4PfJ8h5JxCIvhIIn0Z0IYShoaHnz59/8uTJxYsXAQB4Gk/Hjh39/Py8vb3xv1iVK4hiSWPbr5HeCvU2QCAQfSUQ/otGLZ5E9Pjx48uXL+fk5EyaNAmni8KjszRNjxs3ztLSsnwpvU/+ZvAqBcUTfAFxdBMIRF8JhE8CNvKkPBX4w/z8fJ7nBwwYEBcXV1JSghBycXExNjYeO3asl5cXwzBlZvV8BKNWP4cGz/Mcx02dOvX27ds8z5e5+fH+MAzz559/qlQqlmWl0n7EoiUQiL4SCJ/eOhRFccmSJQkJCffu3bt27Rou44OL3wUGBtrb27dq1Qobkfozcf8l8BtATk5OVFTUihUrcMGD8skxpKFinGmS5/lp06Z16NChVatW2MtN9JVAIPpKIHxKccU3EhawBw8exMfHP3jwICQkRLqtnJ2du3TpEhwcbGBg8BH0FQCwZcuW6Ojobdu2YR01MDBYsGBB+bIH2Gm8fv36W7duYVV2cHDo16/fkCFD6tWrR/SVQPhg+kqmW5G5aKRzwD+ezgsA4Hleo9HodLpp06bpdLrt27eLoujs7EzTtJ+fX6NGjWxsbJydnfUFrMzf73E4AACtVnvmzJkLFy78+uuvBQUFtes0cHRyWrBwAcvKrK2tpUK5z9NdUc83mp2dpVarz50+e3D//qNHj+m40po1a65YsaJ58+ZGRkZlXgjIuSa3FekcQOa/EgifFmwRCoKwf//+rVu3HjhwgGVZXKXAzs7O3d29TZs2o0aNwmFT/9CuxRUOli1b9sMPP2B/9ebNmx1rO9eqVYumaYahdTq+vL7iVQFAgoBYCCEAhw8fOXR4/6ZNmxBC3t7eW7Zskcvl5FQSCP/UfiUQCB9QXKXpsPhfrVYbExPzyy+/aLXa8+fPC4JgZGRkYWHRuHHj5cuXm5ubYyWTcim/07YQQhF//TVi1GiB4xwdnebNX9CuXVsEKIahBAHpyyoAAEB88//NdIYvhFpbWjpj5szDhw+mpaX6+/svW7ZMpVLhsgfvofrgRfQyQkg/pho/dsq0KY1b44IKUlWGN25aKpoE9MK8K06xI7wzuB/0DwdnMnnLVyupDBTu1Y8z0EAg+kogfAZyiwdoaZpGCC1YsABC+Ntvv+Xm5jIMIwjChAkTGjRo0LhxY2dnZ0EQ3qmWAMdx58+f79//q+y8gp9//nmY/3CWYWmaEkWkL9XPH+sQ26xliyJIUAICQLx8+dJAvwEZGRmDBg1atmyZiYnJe2gVFoNTp045ODjUqFFDqtkgCMLt27cfPXrUo0ePMjKJENJqtQcPHuQ4Dsc29+vX7/VawnEchPDkyZPPnj1DCLEs265dO6VSeejQofbt29vY2HxylRUEIS4uTq1Wt27dWupwhFBaWlpCQkL37t3fUqSTkpKuXbvm6+tbcWZXE16vr/9PsE4gEP4lpBLxOp1Oo9FwHMdxXGRk5M6dOy0sLBiGoShKLpc7Ozt/9dVXW7dufafGz5075+joCCkqeHZIZm5BfrE6r7A0J78kv0iTX6QpKNbin6JSrqiUK1JzRWpdkVpXrOGKNVyJli/VCfo/nE7QqHU6LXf48GFcuc/X15fjuPc4ap7nIyMjra2tt27dynEcdlyLonjhwgUXF5c9e/aUWR53zpgxY5RKJU3TDMMoFIrQ0NA3bmXDhg3m5ua4OIRMJuvcuXNeXt748eM7d+78fnv+YeF5fvr06f3799fpdDqdTvrwwIEDzs7Ob9kIx3G///47rttYEQ6K8EYQQqQ+HYHwMd5ksXdU3+zo2LGjKIre3t6HDx9etmyZVqu9dOlSUlLS4cOHZ8+e3bZt23nz5kEIK1euLHk79VfHY64Qwri4uJSUlL59vSdMnCyTy0VBoCBF0y93MkN913CZd23crAgoigFQ9PT03Lx586BBg06cOJGVlVnZ0gICCGmmjIWKPZ+ZmZlmZmY4T+Tjx49NTU0VCkVqauqgQYPy8vKwF1Qy4hMSEgAA7du3LywsLC4uxik7FAqFhYUFRVHR0dG2tra7d+++d+9eYGBgTEzM2LFjpd3TarXZ2dmVK1fOyMjA49bm5uaXL1/mOC48PNzNza13794nTpwwNjbu0qVLREREVlaWubl5+dpHgiAUFxcXFhZKxrGJiYlSqRQEoaioqKioCM8DNjQ0VCqVkjsBR67l5eVhPwTLshYWFgihjIwMmqZ1Oh1OLYIQKioq0mq1+MCtrKymTJmCn7k0TT99+lS6JLAHURCEvLw8rVZLURTP83ijhYWF2O+NTSALC4uMjAwAQGFhoaGhIfEPfx4Q+5VA+ISWDf4tCEJ2dnZISMicOXMMDAyw4ciyrImJyaZNm+7evavVavHC+mg0mi1btrAsS9P0b6vCcovUecWawhJdGctV334tVnPYci1jv6o5Ef/otPiH5zju+vXrrq6uLMs2a97i5p3kEi3Hv7BBJbtcEITc3FyKoiIjI3meV6vVhoaGS5Ys0Wq1P/74o0KhoGl68+bN+DB5nj948KBKpdq6datOpxswYADLsvhg69evf/36dY7jfvvtt6ioKI7jNBpN3759fX19Bb2Nnj59mmGY5cuXMwwjk8lq16599uzZgwcP/v777zhme926dRRFaTQaQRB8fHyaNWsWHx9fvutEUZw1axbDMPidgGXZ8ePHl5SU3L9/38PDA++VXC4fNmxYZmamtEp2dvbQoUPxtyzLenp63r9//6+//sKnQKlUTp06Va1W3717F7uCcUnjyMjI4ODg/v37C4IQGRnJsizLspaWlt99912DBg2w1d6kSROpK6ZPn87zfNWqVRUKBXaSy2SyOXPmyOVyhmG8vb0lI5hQwe1X4sQnED4ZuEoPfs01MzMLDg4ODg4ODw/fuXMnvj9LSkpGjBgxcODAQYMGrVy5Un8WEABg9erV48ePFwTx2zFjfXx8IYQQQOHvCYfhCwCUopheb2rjH4gQcnZ23rBhQ61atS5fvrxg0XINJ5S3fXHjUh5jlmXx6GBoaOj8+fNHjBhRr149qcQvQigsLEySh71799atWzc8PLxt27bJycm7d++GEI4ePbpt27YAgKioqPj4+DKZLvCKQUFBXbp06dat2/3793fu3Onl5TVy5EiapnNyctatW4dFHdvEsbGx0dHRL7UrsFGLENq8eTOEMCwsDEJ46dKlS5cuNWjQYPfu3aIobtu2LT09XZo6fP/+/R07djRq1Gjnzp1169Y9efLk5cuXly5dStP0hAkTrK2tly9fTtP02bNn4+LiWrRoERgYyLLssmXL8OGLorh8+XKKogICAhwdHX/99Vd8KtevX5+SktK7d+9du3ZVr159//7958+fx4fg7u4+duxYURQjIyP9/f3xsZPB18/mBiddQCB8WonFSOZOt27devbsWVJSUlJSMmXKFFdX17i4uIiIiNmzZzs5OX333XdpaWlPnz4VBOHatWuFhYX9B/iFzJ2vUBlCBABC1CskEE/FeaPEPtdXCuBdqlOnjouLC8PSf27bduP6DYTEMi3r1/HFTkuO4/Ly8k6cOKFUKj09Pc3NzVmWlWJltVptlSpVbG1tsaeU47jp06ffuHFDytSBG4yNjR05cmTVqlVxlowyGx08ePDu3bu7du1qaGiIneQAgLy8PE9Pz/z8/NOnTwMAaJquVq2aQqGQ4pDLS6ylpeXRo0d9fHw2btwovbXwPO/p6enl5dW8eXPcuKRnTZo0efbsmUqlmjZtWnJyMnZ3i6JoaWnZp0+fW7du5ebmiqLIMIxarfb09Fy0aFFeXt7evXuxCY77p1KlSj169IiMjMT1DRmGuXr1qoODw8KFCxs3brx+/fqHDx8+e/aMoig3N7eoqKhffvmlV69eFhYWDRo0EEWxadOmJPXH56evrzlnr/rqPVapyK19YYdDOuez7hxsXc2bN2/Xrl0bNmxYs2aNIAjp6ekrVqyoUaNG8+bNZ82ade3aNQCAoaEhhPQH3jfw/6jjNWvWjBr+DSUUfeXdjYb027S2YMGCyMhICwuLy5cvP3jwYOfOnUuXLpXmz7i6urZt21YUxf79+6empmZkZBQXF+sb3PHx8UOHDu3evfvu3bux7uq/jgAAfvnlF4Zh/P39a9WqhUVOq9V+9dVXKpVq586dLi4u2FicM2cOHg191T63bt26devWMplM3z6GEM6aNYuiqKVLl1IUxXGc9O2TJ08GDhx47dq19PR0/P6BV/H09GzRogXLsrgprMqzZs3Cc5AwWFwFQWjdunXbtm1Zlp0xYwaeviGKYnx8vIuLC071JXXmsmXLGIZ51fsBua0qfmt/C5d4zRjtO33+mbb2hR0O6ZzPtHOwuGJblmEYe3v7oUOH+vv7FxUVZWZm9unTp2/fvsXFxYsXL75165ajo+OSJUtx8FSZyTZlZnGU/xZbZq+aJypFVCkUiu49vBCANM1yPHf0UpJWT/Kw75Rl2adPnz579qxLly4cx9WvX79v374NGzZMTEzU6XRPnz5NSUmRms3Pz8/JyREEAWebSkxM7NChA94cHqFs06aNp6fn6tWrTUxMKIrC0dd4uBdLV48ePXJycvz9/ePi4miaTk5ObtGiRX5+/rlz5+rWrYuPWhTFu3fv4nk+r3ka4iAjLIrSlGVfX1+EkIeHR5mYsvT09JMnT+7cuTM+Pr5OnTpSyo4tW7bs2bMnISHh0qVLkpr269cvOzs7NjY2KSkJ6z3P8wzDRERELFiwgOM4X19ffMgMw9SrV+/mzZsFBQUxMTHHjx9v164d3h+apmUyGR4skGoM68+rxs2S26pitkbihwmEzwa5XB4eHg4A2LRp07fffstxHEIIAPRWI6v/ACwPxcXFW3cdqurcFkIBALqMtT19+nR3d/eLFy8ihIYNGzZ27Fj8eadOnUaPHu3t7S1lV4iOjo6MjOzXrx/Lsr169WrZsuXx48elmvZTpkzhOI5l2RUrVgAAatas2bNnTwDAypUrPTw8sLX3+PHj77//fs+ePVWqVBk8ePBvv/12586d7t27r1ixAr9qjB49mmXZH374QavVvr03FSEkk8mwYK9cuVKn0+HAJamaELYmg4KCLCws4uPjsdTh6OKDBw9Onjw5JyenpKQEL5ycnDxp0qQ9e/Z06dKlTp06+nI+f/780tJSKYsey7LJycnDhw/38fGZP39+fn7+5s2bX7qHoigeOHAAdwhe9969e4cPH/7mm2+USiW5QSquf5hAIFRkcEgO/sPb21sURZphFi9ZBiBVJn3x3+Obnv+89Fs9h/CL+Kf///X/5Vu0aDFgwICSkpL4uKt17QEj8loRiYhHAoAQGhgY/Pzzz6WlpUePHt2wYYOlpSXLsng4WRRFpVKJTTFsbJmYmDAvGDt2bG5u7sGDB42MjExMTHAoE8MwJiYmf/zxR0hISEhIyJ9//omttylTply9ehUbcFqt9sCBA4aGhtWqVXNzc0MImZqanjlzZsGCBbNmzZo7d64kZngSbRknMz4uuVyONQkrnEqloiiqY8eOvXv3zsnJmTt3rpGR0Zw5c2rWrCl1l5OT0+zZsx89ehQfH29mZoYjvZcvX25hYXH48OHi4mITExNRFL28vLy9vdPT048fP25sbGxqampgYICDgZcsWWJiYmJoaBgREbF69WqVSgUhDA4OdnV1TUhImD17Ns/zI0eO7NSpE54EjN0DeFflcrmpqSkezZXk9vr160FBQRqNhtwgFRCSv4lA+MzAczQrVaoEKHgnMcXOzlY/7KhMcCn8e9hwGXH9f3YnBCACAACKFvU/l/4ICgpaunSpZw+/Xds3Pn6SieTQ0daEpZW4cZx6CRusOKESriaLvbs4WyQAgGVZtVrt5eXVrl2777//Ho9W6vtvyz+LcMSTKIpmZmbLli2rVatW586dnz17hmsPYNcowzBYwsGL/IgAgMzMzK+//rpDhw5TpkzBeq/fLPYb45bxGK2UwlAURRyQJe2S/lCr+CI8Gy+J9Q/7ePGmpd3QzweJPQ24HeklCW9CiiHHK+qHiEt2sxRkjreCCwjiTyIiIgYPHpyammphYUFujYolrhAS+5VA+MzAugKpjxpEikVILMnR8DwH6Vr2VjSUSWqI3aSSOGHBk9KvYh3F0otnmi5evLikpAQ3K0UAYRXBCiSBNQkhtHLlyjZt2kjDvfhDPESNQ3MxWNVEUYyKioqJiZk6darUcpk+lP6QzEFsQOOv8HbFcpOdsApKe4X3X7LX8c4AvdFrvDzeMWnMWzpe3Ailh9Ssfgs0TWNPdfmyLc7OzqGhoUZGRuS+IPYrgUD4APbrhAkT1qxdiyCdmHTXysoKgpeVuoN/u6/L2bUvnMHYbH3RBKRQ+cUAAPfv3/f29k68nZBZUMSJ0MJAWWYubJkyl7Dct1IWqoKCgrlz5+p0utDQ0Jcm+i+DZP4ihGJiYnr16vXo0SMDAwN9g0/aHF44PT198ODB33zzTf/+/cEroj0l61CavFtm56UiDfqN6ycQ1le7l66rv0v6PfCqPSnfrP5Gsd6Tya+fkf1K9JVA+MxACLm6ut5IuLlu4yYfb29I0f9EXykRf/vi81foK0LI3d39WuytB48eP3qc3rJZnX+y/xzHSU7Od10XO5z1J9W8ajFsH5MLhvCp9JW8ChEIn60hy/MAAvAR348FsVRlLLg2q/kP3w9er45veGZRFI7pfeNWXl+OnkD4t2H0L9z/Wn35L/twSOd8qZ2D42gghIlJiTqtTqFUShkNsbLoG6xlWtMPaKIABAA9f8eG6MWKLy9AiwN2GJmcE0BWVrGdhSl2V+Kvzpw507hx40qVKr3N4WRlZd2+fdvd3f3Ro0cFBQX169dPTEzMycmRlq9SpUrVqlVfat1KI6DPnj1LTEx0d3eXKsDrb0itVl+6dKlhw4ZmZmZSBkfwIg7rxo0beMpp+bz/5LYiz5wP2BrJL/HFHg7pnC+4c4KCgigIly9bnpWdJQ0HfsB9K7/krl27Hjx4ICIBAlajFiCEUu5AjUbj5eV1/fr1lzZY/sOYmBgvL6+8vLzNmzcHBweLovjzzz937ZcQndoAABFKSURBVNq1Q4cOHTp06Nix46tmf+q3dvbsWU9PT61W+9INPXv2rGvXrgkJCfpjtPidg6bp4ODgBQsWvN51TG4r8swBJL8EgfBfg6IoT09PnucoSlTJZUgU4WvTMP3tX/2AJihZruDFaOwrE79du3YtOzu7YVNfnUzxNLOwuj1/43ZmA2drhgJyuTw1NdXY2BhXZFMoFNg3q9FoZDIZQkij0VAUhf+maRoXtykqKpo8eTIWSLVa3bhx44iICLlcrtFoDA0N8ZxXvCIOgJLJZBBCvAmpH/Rn0eByCLjEGy43S1GUTqfDa+H4XplMhqf04HV1Oh3HcTjol2EYnU4npUzCe4Xn75JBXMJ73qqkCwiEzws9KUVIFKh3nKgDEYBSnn8Inuf9fxNYhFwbOhgCbRXL/7V37lFVVdsfX2vtxzk8jyDKT+SEz3whqEUgqGGGZqXDoUHD8dPUUoh+BXjvVeNXhtnQfPyRJhZpeCkfI8wUK0DRlIFpKHoZF5GHIiBKinKV93nttdfvj5U7ROVn2oNzmJ/hcHDO2Xufs+dea3/3XGuuOV0U1mjwdObBUCaTyWg0njp1aseOHQaDwWKx8BVE3t7en376Kc84YTAY3Nzc3n777aampnnz5jHGZsyY8dFHH82ZM2f37t379+8vKCgwGo3Hjh17+umnP/74Y0EQUlJSevbs6eHh4enp2bdvX0JIeXl5UFCQwWAYPXr0qVOntEW33Cbnzp3r37+/p6enj49PdnY2QkgQBB5p7OnpaTAYAgICtJU8GOOysrLAwMDevXu7urp6eHi8++67q1ev9vLyeu+993jSQS8vL29v73PnzsEkLgD6CgDdy4vFGK9du/ZPWAZbVFSUmZmJMaYqwhKz2ZCAnKiNMPTLVBOP6eXDxbIsc6eQLy3dvXs3X70qCEJycrKiKHFxcTxpEZ+pGjduXGho6LBhw3bu3BkYGEgpNZvN165dy8jIcHJy2r59++zZsy0Wy7Zt23JycnjSQUmSNm/erJU95z8gIyOjtbU1KioqODh46dKl/M1169aJorh69eqoqKgbN26kpaVx7xZjvHv37kuXLsXFxaWkpBBCkpOTo6OjBUHYsGEDH/rWlsbevXwWAEBfAcABUVXVzc1t69atjLHc3FyVqYipd2dA/CVBAUOCigQVSQhJCIkIEYII4W6sijG738Cy9l2U0tra2uLi4h49eiyKjSMM+/VzEwXnx/u7S+1SM/JwJ54XSdtX+3Tv3r1VVVW1tbUeHh6hoaGU0ilTpvD0SX5+fn369PH29o6MjDQajTy7QkNDQ15e3r59+1544YX169eHhIQcPnyYMWYwGKZMmZKbm+vr66ulT0K300To9fqpU6dmZmY++eSTfAR4//79CQkJMTExGzZsCAgIOHToEHdeKaVLlizZuXNnZmbm1q1bKaU2m83Hx2fjxo2iKCYkJPCiAqtWrfL394clpwDoKwB0F8+VEMLjZhsaGs6cOYMQIn9MTVCurzk5OTzloU9Pd0alKz/f6nyv9nVhX3zxxaCgoNzcXKPRuHbtWj7l+YDfPnny5B49evj6+v7444+8eE5ISMiECRM8PT1XrVp19/bjx49/+eWXCSFffvkldz0VRVm/fr2np6evr++JEyfaR19XVVUtX778/PnzRUVFWlKIwMDAQYMGFRQUzJ8/n6c1BucVeGhg3h4A7A+McWho6MSJE/Py8v65bdsTY55gTMVYQHdV0sFIi2NCd3yK73x1H3kWRbGpqenTT1IEIictT8KYMqTaCKZMIVhQ1TuyNPKpTa6saWlpfJQ4NjY2IiKiuLh43rx5mzZtWrJkCc8m2EllzV9yX2D84Ycf+vr6crU2Go0//fRTeXl5UVHR8OHDd+zYodWu0R47SkpKjh49OnHiRD4szLMSRkZGTp8+ncc9GY1GLe3wvn37vLy8kpKSWlpaYmNjeUwWL8L6zTfflJSUBAcHjx8/vn1yJQAA/xUAHFxcEUJ+fn5jx46VZXnP7vQfDh1UrNZfPmWIqL/+w0irn6MipN6ObnrQgB1FUV577TXG1AEDfKdMnXLdRDHBB07fqLrchFgjItYOzi7GOD4+fu/eve+88w73IF9//fWYmJiRI0dqyXh5kr/GxsZ7fiMXP3R7SnXy5MktLS0bNmzYv3+/Xq+vqal59dVXKysrDx48qCVp0sxSXV0dHR2dn5+fkZHBP2WM5efn+/v719fXf/LJJ1lZWVqiYMZYRUWFs7NzZmam9tWMsc8//3zw4MFcjIcMGdJewgHgIfW1e9aXd+DTAeM4tnFUVV2xYkW/fv3MZnNqaqpWZPv3/W0HDhw4deoUIfjv/0j8uVmVJMSsqpszIpKIbM5EvSNBTUhISEBAwJYtW1555ZW5c+fyLP+PP/746dOnx4wZo6rq7Nmzed5gQsj06dM78V+9vb2joqLOnDnj7e0dGxtbXFwcHh4eHBw8YMCAsrKyadOmzZ49u33hHVVVIyIi3N3dr1y5MmnSpOjoaO5Px8XF1dXVjRkzJj4+/uLFi+PGjeO6qyhKRESETqd76aWXNH3V6sm/8cYbnScQgI4A95wH2QXyDwOAXcL9vKampmeeeaa0tHTy5MmpqakGg0EU5duJmNSHu0Gg29OuKSkpy/53qaqid95dERf3P2460mLCZqrv5WrBol77DaWlpQEBAUeOHAkPD7/f0dCdpfHuWQPg7hO85w9+kH3vd5x7Vh24+/2wsLAzZ86YzWYYGQYeZZwJxocBwI47sLu7+86dO/39/Q8cOFBUVKRV5H70I+/atSshIUGxkb/9bemi6Lj/NLVRjGvrm4urKlT2q9uan5/PZzc7GyW7XXmtK94Bb49ac7m9cOHCF198UVNTM2vWLGhgwCMC+goA9iquPPRm0KBBI0eORAglJSUlJiZijBhTEUYdhqY6rNu5n5fJh08PHDi4dMkyWda9FZ8QFvZ0q8na0CTm/ljdaFZqrlGL+Gtm4LS0tMuXL/9W+ex8UVDnP/hB9r3fcf7fbQoLC6Ojo/v06bN+/XoY2AMetZPC+DAA2DV8GejMmTOzs7NFUZw7d+66deu0ac77FWTtgJb+XhTF8vLykJBQi9mWmJgY//d/KDYiOSGz2mxwElSrXpZEFSkSkfn23D1VFIUvP7X3AVWeWJGvkUVQ3g54tCdgYcWKFWAIALBrfcUYBwUF+fj4HD16tLCw8Pr1662trf7+/h3cvs71lVJaX1+/adOmpKSka9fq4uPjFy+Ob2mz1tc3SZJkbaMGvYtECFNNItYj8mtaCa7Koijaex4GSqlW/45nUoT5V+BR9BX8VwCwb3gX5jmJduzYERMTQwgxGAxBQUErV64MDAwkhGgRRh324kLC/1i5cuUPP/yQX3ASMXXm9JeiFiaOGdH3ZpNy42rzoCG9TC3mfn7uZy/UPTHMV2CYiOTun2HvatS+WgDkbAJAXwEA+FUbKKWHDh1KSUnJyclRFEWSpJkzZ7755pt8IHfUqFEuLi5cBRVFuXDhws2bNxljUVFRTU1NPK1S/36PDfUflfZFqqTXmRUrQ8xNdsakraFJdHUVbKrqxERZEiB0AwBAXwGgu9A+H+/GjRuPHz+elZXFU9Vz5zIuLq537968vxNCtm/fXlpayr1bURQppWvWrJk4duyQJ8bW1tUN9va82mqymNr69vIUVFx9vbVHD2eDC8ECQQwJWACDA8CD6mv3rC/vwKcDxunmxjmc/++M7JKynz6jVixK5EJF5eXLtQLBBAuUUlEkTk4uo0YHIOQ8cMh/RUydK4m4l9+QXgZZL5JbJpvpVoPxsZ6H/3XthdDHiqpaJ43sDdcauhUY58F3Af8VAByWNqtNFdD5S7dkCxs4xOOfaV+ZWtXS0jKCSGDgSGc3S3WFZWH0y4gIt241DxnsQW3C6YvNPQ2yu05obFOG9nFFhAoMU6YKgohhPhIAHtp/BQDAoWAmpOpN1NbWxpzcRLPJpNe5NLdYXZ10WLUimVKLrCILEkXVanPTESyg5lYmy5QhFSNJL8uEMKRKiCDE7qobAAAA6CsAdGuRZZQyUlFzpY1JZ8sbrv+nAVndI/97QGlBjZeHLEt6SSdfqr7p7efCBHbq5M8j+vdsaZQmTujjJMAMKwCAvgIAcF+BVW1UNTOiV8xYFhRFQEJj2Xlh2BC9zSZW1/w8oJ+3FcnXquoHDXRhVEBIQQiLkowJpFYAANBXAAAe1J1lGGOTyaTX6ymllFKdTqcoiqqqvCwrmAgAQF8BAPh95PZ+LwEAeBR9hZhAAOh2morurPIGT9gA8IdILPivAAAAAPAH+q/ds768A58OGAeMA8YB44Bx/sKjdTv/lSdiFQSBUtq+tDLgSPBMgR3qn/ArbrFY9Ho9mKgrXzv+f4facIwxm80mCIIAC4cAO/Ffu10IvtlszszM9PHxCQkJ4TdcaAeOd4M+duzY1atXtboxvK0HBwcbjUZZlsFEXRlCSFlZ2ZUrV5599tkOl7WioqK+vn7ChAlgJcAu6Eb6ymMjly9fnpyc7Ovr+9lnn02aNAlagEOyadOmb7/9llKq3bIxxuHh4enp6QaDAezTxftpYWHhli1bOuirIAg5OTlHjhwBfQXs5mGxm5wnX+rX2NiYlZU1cODAurq6wsJCCOxyVAcIYzxt2rSWlpa2tjaTyXT9+vXBgwfn5eUtXLgQLnoXB2PcvhBQB+mFyweAvnbFTksIeeutty5evLh06VJK6QcffFBcXAwtwCGx2Ww6nU6WZZ1OJ4qiu7v7V199NWrUqNraWljfCQAA6OvvrK+KojDGBEFgjMmyrCgKBEo4JPwqW61Wbf5VVdXhw4cHBwdTSu/pGAEAAIC+Pvw99/Dhw9nZ2WFhYXPmzMnKykIIRUVFQQtwyGcpxhghhFLK/xYEYc+ePenp6RDOBgDAn0Y3im9qaWlpbm6WZVkURYPBgDGuqamBFuCQz1KMscuXL3/99ddcbi0Wy6JFiyRJioyMBIkFAODP1ldHrS+vqirGuLm5ec2aNYSQefPmVVZWKooya9asPXv2rFy5MjExURAEHhTT9U/nrzqaHZ0Od1irq6tTUlK0N8PCwiIjIxcsWKBt2T2NYxcthw8/WK1WSZL4OmbekTtfsA7dClpOVzua2L5Nd+IQ/Kb3u9TR+B/p6emlpaU2m23+/PmUUkEQeHf97rvvZs2aNXToUHs5nb/qaHZ0OhhjSun48ePT09M7bKblnei2xun6LYdfo9ra2srKyoEDB0qSxN+vq6vLy8vrfNwCuhUYp0sdzfHHyhhjiqJs3rzZZrOtXbs2Pz+/oKDgxIkTJ0+eHDduXHFx8fHjx2Ecw5HQctbj22gvRVHskBUI6GoQQkRRrK6uzsvLEwSBhyVardaqqqrvv/8eYhIBO6Jb3GuuXr3a3Nw8dOjQp556avTo0Qghnnng+eefz83NrampgVhix3uo6qC42rIcWJ/T9a9d3759e/XqVVtbe/bs2eHDh1NKL126VF5eTgjx9/cHEwF286zv2Eu2+dktWLBg165dy5Yte//99zUd5cNQ7u7uiqIUFhaOGDECWoPDMGPGDEmSeHwTYI999rnnnjt69Kirq+vq1asZY1u3bi0pKUEIVVRUGI1GsBJgB+Lq8PVftQLygYGBMTEx7YMj+DBUamqqJElaIj3AAaCUiqJICIFcP3baZymlycnJixcvNplM8fHxcXFx586dCw8PP378eO/evcFEAPivXeVWy2MReVSLFtuiYbPZEEI8fhhag8PAqyTBVKv9+q/8IhJCeEIYLWkidFXAjp4UHb8+He+WmsR2mH5rv1oDGoQj3aPhmtq7xPLL1z7em3dkuKwA6CsAAAAAdF99Je1fdLLdb3rfTo/mYKcDxgHjgHHAOGCcv/Bo4L8CAAAAwB/pvwIAAAAA8HvxfwRVYONGbEhQAAAAAElFTkSuQmCC)
170
The decision tree can be used also for
determination of acceptable level of accident
probability if there are no regulations or
recommendations relating to it. If we assume that
accident cost is deterministic and simplified decision
model is applied (Fig. 4) then with assumption that
the maximum expected value criterion is used in
decision process, the probability p
a
*
can be set as a
limit value of probability where there is no
difference for the decision maker between given
action a
1
and a
2
. This value can be expressed as
follows:
where: u
1
...u
4
– consequences of different decisions
expressed in monetary values.
Fig. 4. Simplified decision tree of ship entrance to the port
5.1 Costs of ships accident and delay
Usually during the investigation of ship grounding
accident on restricted waters it is not necessary to
take into consideration the possibility of human
fatalities nor injures. The cost of accident Ca could
be divided into following costs:
where: Cr – cost of ships repair, Cra – cost of rescue
action, Cos – cost of potential oil spill, Cpc – cost of
port closure.
The mean cost of grounding accident in these
researches was calculated for typical ship (bulk
carrier of 260m). The mean estimated cost of serious
ship accident is assumed as C
1
= 2.500.000 zl
(around 700.000 Euro) [MUS 2000]. The oil spill
cost is not considered. Following assumption has
been taken in calculations:
− number of tugs taking part in rescue action:
3 tugs,
− mean time of rescue action.: 1 day,
− trip to nearest shipyard: 0.5 day,
− discharging of ship: 4 days,
− repair on the dry dock: 2 days,
− totel of oil spilled: 0 tons.
Mean cost of loses due to unjustified ships delay
according to standard charter rate can be estimated
as 90.000 zl/day. It is assumed that after one day the
conditions will change scientifically and the decision
process will start from the beginning.
5.2 The decision making process
The maximization of mean expected value criterion
is used to support the decision of port captain.
Decision tree leads to only 4 solutions. Each
decision could be described in monetary values. The
expected results (losses) of given decisions are as
follows:
− u1 = 0 zl;
− u2 = - 2.500.000 zl;
− u3 = - 90.000 zl;
− u4 = 0 zl.
Taking into consideration the results of grounding
probability calculations of example ship entering to
Swinoujscie Port (Fig.2) the probability of ship
under keel clearance is less then zero equals p2=0.02
which is assumed as accident probability. No
accident probability in this case is estimated as
p1=1-p2=0.98. We can evaluate the mean expected
value of given decisions a1 and a2 as:
− a1 = 0 zl+(-0.02*2.500.000 zl)= -50.000 zl;
− a2 = -(-0.98*90.000 zl)+0zl= - 88.200 zl;
With use of mean expected value it can be
justified to prefer action a1 (to let the ship to enter
the port) because total mean expected loses are
smaller in compare to unjustified delay due to
decision a2.
6 CONCLUSIONS
The paper presents probabilistic method of ships
dynamic underkeel evaluation. Previously developed
Monte Carlo model was implemented as online
program. The program allows to calculate the
probability of grounding accident with consideration
of several uncertainties.
Simplified decision model based on mean
expected value was presented and applied in case
study of ships enter to Świnoujscie. Results were
discussed.