diff --git a/.publish/zip_output.py b/.publish/zip_output.py index 25f083d..a706f02 100644 --- a/.publish/zip_output.py +++ b/.publish/zip_output.py @@ -7,7 +7,8 @@ def zip_repo(): with zipfile.ZipFile(zip_fn, "w") as z: - path_output = r"\\DKCPH1-STOR.DHI.DK\Projects\11560605\BenchmarkCases\WaterBench-MIKE21HD-ConceptionBay\MIKE21HD-ConceptionBay-output" + # path_output = r"\\DKCPH1-STOR.DHI.DK\Projects\11560605\BenchmarkCases\WaterBench-MIKE21HD-ConceptionBay\MIKE21HD-ConceptionBay-output" + path_output = "output" z.write(path_output + "/Area_2014_2018.dfsu",arcname="Area_2014_2018.dfsu") z.write(path_output + "/Area_2019_2022.dfsu",arcname="Area_2019_2022.dfsu") z.write(path_output + "/Points.dfs0",arcname="Points.dfs0") diff --git a/README.md b/README.md index 6e78379..2099e06 100644 --- a/README.md +++ b/README.md @@ -95,7 +95,7 @@ The model is validated by comparison to observational data from a measurement st Below, the comparison between the observational data from one such measurement station and MIKE 21 is shown first followed by the comparison to the altimetry data. The production of these and many more plots is found in the notebooks code/model_validation_*.ipynb. -![](figures/modelskill_comparison.png) +![](figures/modelskill_comparison_HolyroodBay.png) ![](figures/altimetry_comparison.png) diff --git a/code/model_validation_altimetry.ipynb b/code/model_validation_altimetry.ipynb index 961c76d..88173d1 100644 --- a/code/model_validation_altimetry.ipynb +++ b/code/model_validation_altimetry.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -23,7 +23,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -36,7 +36,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -70,7 +70,7 @@ "Quantity: Surface Elevation [m]" ] }, - "execution_count": 6, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -84,7 +84,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -148,7 +148,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -160,14 +160,14 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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6deqk9ny7du3Q19cnMDAw1wS6Tp06QPbujW3atEEulxeoxKAm+vXrx7Zt2xgxYgQnTpygUaNGZGZmcvv2bbZt28ahQ4eoW7euol9Hjx7lhx9+wNHRkQoVKuT6DK/z8vJi3LhxAGL6hiDoUMWKFenbt69iFPp9kF850BxWVlZvtDgvNjaWtm3bEhMTw+nTp/OcZ37kyBG8vLxo3749K1euVDkfEBBASkoKHTp0UDqe82/FmTNnSnwCLcrYCe+kV8vY5UWbMnbqSrydPn1aMjExkSpUqCCFhobmW8YupySbptfl+OSTT3K99sSJExp9T44cOSIBkkwmk548eaJ0LioqSvL29paqVasmmZmZSVZWVpKnp6e0bdu2PNv84IMPJGdn5zyvadasmWRnZyelp6erLWOXkZEhjR49WrK1tZVkMplSSbvXvxc5JeQiIyOV7tG/f3/JzMxM5d7qSlylpaVJ8+bNk9zd3SUjIyPJxsZGqlOnjjRjxgwpNjZWcd3t27elpk2bSiYmJhKgKGmXWx9eFRYWJsnlcqlKlSp5fm8E4X3xpmXsXv1dfv/+fUlfX1/68ssv34sydnn9W/Hq601KZSYnJ0tNmjSRTE1NpbNnz+Z57fnz5yUzMzOpYcOGuf7/HDZsmCSTyaTExESl48+fP5cAaeLEiQXua2HT9GdVJkn57OwgCIIgaCUqKgoHBwemTp3KlClTiro7glDkkpOTefToERUqVNBqlDQgIICBAwdy6dIlxadDAAMHDmTLli24uLigr6+vtOHHu+bo0aMaXefu7l6geeGZmZl069aN/fv389tvv+VZCerWrVs0adIEe3t7Tp8+jY2NjdrrFi5cyLhx41i7dq1iF1eAxYsXM3bsWLZs2aLRAsWioOnPqpjCIQiCoGMBAQFkZmbSr1+/ou6KILyTvvvuOzZs2MCdO3d0tniuuCrsOdDffPMNu3fvpmPHjrx8+VJl0XjONLT4+HjatGlDdHQ048ePZ9++fUrXVapUSbGofsCAASxYsIDhw4dz5coV3N3d+euvv/jll19wd3dX1I4uyUQCLQiCoCPHjx/n5s2bzJ49my5duuDq6lrUXRKEd1LlypXp27cv69atK+qulHhXr14FYM+ePezZs0flfE4C/eLFC548eQKgdv55//79FQl06dKluXz5MlOnTmXPnj2sXLmS0qVLM2jQIHx9fVU2bimJxBQOQRAEHWnWrBlnz56lUaNGbNy4kXLlyhV1lwShWCjoFA5BeNvEFA5BEIS37NXt0gVBEIR3l9iJUBAEQRAEQRC0IBJoQRAEQRAEQdCCmMKRj6ysLJ49e4aFhcVb3XJYEARBKHqSJBEfH4+jo+Mb7xaakpJCWlqajnoGhoaGSruHCoLw9ogEOh/Pnj3DycmpqLshCIIgvFU+gO+/f7bmyZMnlC9fvsCtpaSkUMG1LOHP43TSOwB7e3sePXokkmhBKAIigc6HhYUFAFeuXMHCwoKoqCgAypQpo1U7Ik7EiTgRJ+JKRtyCBYasXJk9cDJq1DOWLv3v34KCSktLI/x5HMG3pmNp8eYJb1x8Cq7Vp5OWliYSaEEoAiKBzsWyZctYtmwZmZmZQPYvTwsLC1JSUhRfa0PEiTgRJ+JEXPGP8/c3ZeVKcwB8fBIYPDiZpUvR2RQ+SwtjLC1FwisIJZ1IoHPh7e2Nt7c3cXFxWFlZYWtri6WlpeK8nZ1dgdoVcSJOxIk4EVc843x9Yc6c7D/7+CTg62tOXFxWge6ZG+nf/3TRzvsgZyvvV9na2uLu7s6ECRNo27at4rhMJsPb25ulS5eqtHPr1i1q1KiBkZER4eHhWFtbq1yTlZXFxo0bWbZsGffu3SM9PR0HBwc+/vhjRo4cyccff6zz5ysuUlNTmTp1Khs2bCA6OpqaNWsya9YsWrdurVF8aGgoX331FYcPHyYrK4vmzZuzaNEiKlasqHLt6tWrWbBgAY8ePcLJyYkxY8YwevRoXT9SoRNVOARBEIT3nq8vfPdd9p99fBIYOzapUO4j6fD1Ppk5cyYbNmxg/fr1TJgwgcjISNq1a8fevXs1it+4cSP29vYABAUFqb1mzJgx9O/fHwcHB6ZPn868efNo27Yt58+f5+DBgzp7luJowIAB/PDDD3z++ecsXrwYuVxOu3bt+OOPP/KNTUhIoHnz5pw6dYpvv/2WGTNmcOXKFT755BNevHihdO1PP/3EkCFDcHd358cff6RBgwaMGTOGefPmFdajFRoxAi0IgiC8115NnmfPhiFDCid5Fgqubdu21K1bV/H14MGDKVu2LJs3b6ZDhw55xkqSxKZNm+jTpw+PHj0iMDCQIUOGKF3z/Plzli9fztChQ1m1apXSOX9/fyIjI3X3MMXMxYsX2bJlC35+fowbNw4ALy8vPDw8mDBhAmfPns0zfvny5dy7d4+LFy9Sr149IPv/l4eHBwsXLsTXN3sxbnJyMt999x3t27dXvIkZOnQoWVlZfP/99wwbNgwbG5tCfFLdEgm0DkiSREZGhmK+tDrp6enAf3PyNCXiRFxhxRkYGCCXy7VqXxDeNa8nz99+CxERhXc/MYVDN6ytrTExMUFfP/805syZMwQHB9OrVy8ePXpE7969efr0qVJVlUePHiFJEo0aNVKJl8lkBZ4+VBIEBQUhl8sZNmyY4pixsTGDBw/m22+/5cmTJ3lWIwsKCqJevXqK5BmgWrVqtGzZkm3btikS6BMnTvDixQtGjhypFO/t7U1gYCD79u2jb9++ud5n+vTpzJgxgzt37jBz5kz27NmDoaEhI0aMYObMmTx9+pRRo0Zx4sQJTE1NGT9+PN98801Bvy35Egn0G0pLSyMsLIykpLxHLHKS67g47UoYiTgRV1hxMpmM8uXLY25urtU9BOFdoS55LmxZkkSW9ObJry7aKEliY2OJiopCkiQiIiL48ccfSUhIyDPhyhEYGEilSpWoV68eHh4emJqasnnzZsaPH6+4xsXFBYDt27fTo0cPTE1NC+1ZtJVTTSY/FhYWGBkZad3+lStXqFKlitI6L4D69esDcPXq1VwT6KysLP7++28GDRqkcq5+/focPnyY+Ph4LCwsuHLlCoDSJwkAderUQU9PjytXrmj0/7Nnz55Ur16duXPnsm/fPmbNmkWpUqX46aefaNGiBfPmzSMwMJBx48ZRr149mjZtqtH3QVsigX4DWVlZPHr0CLlcjqOjI4aGhrmu1M4ZGTQwMNDqHiJOxBVGnCRJREZG8vTpU9zc3LS6hyC8C4oieRYKrlWrVkpfGxkZsWbNmnwXuaWnp7N9+3ZGjBgBgImJCZ06dSIwMFApgXZwcMDLy4v169dTvnx5mjVrRqNGjWjfvj3VqlXT/QNpwdbWVqPr1q5dy4ABA7RuPywsDAcHB5XjOceePXuWa+zLly9JTU3NN75q1aqEhYUhl8tVRvMNDQ0pXbp0nvd5Vf369fnpp58AGDZsGK6urnzzzTfMmTOHiRMnAtC7d28cHR1Zs2aNSKCLo7S0NLKysnBycsr33WrOR+XaJkQiTsQVVpytrS3BwcGKpFsQ3hdFmTzragHg+zX+nF1atkqVKkD2fOWNGzcyZMgQLCws6NatW65xBw4c4MWLF/Tu3VtxrHfv3nTs2JF//vkHd3d3xfG1a9dSv3591qxZw65du9i1axfjxo2jRYsWrF+/nnLlyhXeA+bhyJEjGl336rNoIzk5We3IdU598eTk5DxjAY3ik5OTMTQ0VNuOsbFxnvd51avz1+VyOXXr1uXp06cMHjxYcdza2pqqVavy8OFDjdosCJFA68Cbbu8qCEVBbE0vvI+KeuRZzIEumPr16yt99N+7d29q167NqFGj6NChQ66J2caNG6lQoQJGRkbcv38fgEqVKmFqakpgYKBifi5k/1ueU8L2xYsXnDlzhpUrV3LgwAF69erF6dOnC/chc/H66LuumZiYkJqaqnI8Zy2NiYlJnrGARvEmJia5bmWfkpKS531e5ezsrPS1lZUVxsbGKhsmWVlZqVQB0SWRQAuCIAjvhaJOngXd0dPTo3nz5ixevJh79+6pHX2Ni4tjz549pKSkqJ2qtmnTJmbPnq12MKF06dJ06tSJTp060axZM06dOsXjx48Vc6XfpvDwcI2us7Ky0jgJfZWDgwOhoaEqx8PCwgBwdHTMNbZUqVIYGRkprs0r3sHBgczMTCIiIpSmcaSlpfHixYs87/MqdYvfc1sQLxXiWgGRQAuCIAjvvOKSPIspHLqTkZEBZNchVmfnzp2kpKSwYsUKldHJO3fuMHnyZM6cOUPjxo3zvE/dunU5deoUYWFhRZJAq5tfrE5B50DXqlWLEydOEBcXp7SQ8MKFC4rzudHT0+ODDz7g8uXLKucuXLhAxYoVFTuB5rRz+fJl2rVrp7ju8uXLZGVl5Xmf4kgk0IIgCMI7rbgkzwBZSGTpIP3VRRslWXp6OocPH8bQ0JDq1aurvWbjxo1UrFhRsYDwVampqcydO5fAwEAaN25MeHg4L1++pEaNGkrXpaWlcezYMfT09KhcuXKhPEt+CnsOdPfu3VmwYAGrVq1S1IFOTU1l7dq1eHp6KlXgCAkJISkpSWlhZffu3Zk0aRKXL19WTLO5c+cOx48fV7QH0KJFC0qVKsWKFSuUEugVK1ZgampK+/btC9T/oiIS6PfU77//jp+fH3/++SdhYWHs2rWLLl265BkzZswYzpw5w40bN6hevTpXr159K30VBEEoKH9/U8X23EWdPAsFd+DAAW7fvg1AREQEmzZt4t69e0yaNEml/BpkV344ceIEY8aMUduekZERbdq0Yfv27SxZsoSnT59Sv359WrRoQcuWLbG3tyciIoLNmzdz7do1xo4dqzKK/bYU9hxoT09PevTogY+PDxEREVSuXJl169YRHBzM6tWrla718vLi1KlTSlMjRo4cyc8//0z79u0ZN24cBgYG/PDDD5QtW1apDrOJiQnff/893t7e9OjRgzZt2nD69Gk2btzI7NmzKVWqVKE+p66JBFpDkZGRpKSkKO1GlJ6eTmZmJunp6fluSJHzUZO2CisuNjYWDw8PvLy8+Oyzz8jIyCA9PT3PuKysLPr378/Fixe5fv26UvWG4vZ8Ii5/OT+/L168ICYmpkD3K+juXCJOxL2NuNmzJZYsya5z7uOTwJAhSRptkvLq/eLj4wt079yIKRwFM3XqVMWfjY2NqVatGitWrGD48OFqr9+yZQtZWVl07Ngx1zY7duzIjh07OHDgAM2bN8ff35/9+/ezfPlynj9/jrGxMR4eHvz8889KFR7eRevXr2fKlCls2LCB6Ohoatasyd69ezUqAWdhYcHJkyf56quvmDVrFllZWTRr1oxFixaplOAbOXIkBgYGLFy4kN27d+Pk5MSiRYv48ssvC+vRCo1MKswZ1iXYsmXLWLZsGZmZmdy9e5f79+9jYWGh+MVqa2tLeno60dHRuLi4YGxsjCRBbvup5CQ2muyaVJA4U1N4dR2ENvczNDRk+/btdO7cWaO4mTNnsnv3bqU5T4X9fCJO93EpKSk8fvwYGxsbRQKtab3RHK/+fRBxIq44xWWPPP+XPI8dq/n23K/eLz4+nsqVKxMbG6t2pFNTcXFxWFlZEfLkeywtjQvczn/tpeDsNOWN+/W2JCcn8+jRIypUqFCghW6C8LZo+rMqRqBzkVPKJueXnq2trdIvKTs7O1JSUoiLi8PAwAADAwMSEyH3bdy1q+erbVxCApiZqYnWsI6wvr6+0rWzZ88mICCA4OBglWvlcjkymUxt29rWLRZxRReXmZmJXC6ndOnSiusLul2tiBNxxSnO1xfFtA0fnwR8fc0B7XfctLO1xXjRIq3jBEF494kEWlCrTJkyVKpUqai7IQiCoJVXFwz+N/JcgO3qMzNh+HD4+Wed9i9Lyn7poh1BEIqOSKB1yNQ0eyRYncLemjmfjRC1NmrUKEaNGqXbRgVBEArR69U2hgzRfNqGkpQULEeOhH37sufG6XCmo5gDLQjvBpFA65BMpn4aBUDOejttP5EvaJwgCML7RF2pOk0WDKqIi8O6Tx8Mz5wBQ0NYvRr69dNpXwVBKPlEAi0IgiCUaDqr8xwRAW3bYvjXX2SZmaG3eze8sn20rojRY0Eo+fSKugNC0UhISODq1auKWs6PHj3i6tWrhISEALB06VJatmypFHP//n2uXr1KeHg4ycnJivjc9rYXBEEobDpLnoODoXFj+OsvskqXJmbXLmjRQlfdVJB0+BIEoeiIEej31OXLl2nevLni66+//hqAfv36sXr1aqKionjw4IFSzJAhQzh16pTi69q1awPZyXe5cuXeQq8FQRD+o7Pk+cYN+PRTCAsDFxeiN28mUyyiFgQhD2IE+j3VrFkzJElSeeXsOjR9+nSVEnYnT55UG+Pq6vr2H0AQhPeazpLns2ehSZPs5NndHc6cKdTkOQuZzl7vg4CAAGQymeKlr69PuXLlGDBgAKGhoUrXNmvWDJlMhpubm9q2jhw5omgnKChI6dz169fp3r27Yl+HcuXK0bp1a3788Uel61xdXZX68+rr//7v/3T78G9RamoqEydOxNHRERMTEzw9PTXeQvzOnTt89dVXNGzYEGNjY2QymdoSuDl2797NRx99hLGxMc7OzkybNq3Am4cVJTECLQiCIJQoOkue9++H7t0hORkaNoQ9e6BUqQKuPtSMqMJRMDNnzqRChQqkpKRw/vx5AgIC+OOPP7hx4wbGxv9tTGNsbMz9+/e5ePEi9evXV2ojMDAQY2NjUlJSlI6fPXuW5s2b4+zszNChQ7G3t+fJkyecP3+exYsXM3r0aKXra9WqpbRFdQ5HR0cdPvHbNWDAAIKCghg7dixubm4EBATQrl07Tpw4QePGjfOMPXfuHEuWLKFGjRpUr15dMTVUnQMHDtClSxeaNWvGjz/+yPXr15k1axYRERGsWLFCx09VuEQCLQiCIJQYOkueAwNhwADIyIC2bSEoSPf1QAWdadu2LXX/XdA5ZMgQypQpw7x589i9ezefffaZ4rpKlSqRkZHB5s2blRLolJQUdu3aRfv27dmxY4dS27Nnz8bKyopLly5hbW2tdC5CzZupcuXK0bdvXx0+XdG6ePEiW7Zswc/Pj3HjxgHg5eWFh4cHEyZM4OzZs3nGd+rUiZiYGCwsLFiwYEGeCfS4ceOoWbMmhw8fVuyYa2lpia+vL19++SXVqlXT2XMVthI3hWPZsmW4urpibGyMp6cnFy9ezPN6f39/qlatiomJCU5OTnz11Vcq7z4FQRCE4k9nyfPixdC3b3by/Pnn8Ntvby15liSZzl7vsyZNmgCorNUB6N27N1u3biUrK0txbM+ePSQlJSkl2zkePHiAu7u7SvIMBd81syQJCgpCLpczbNgwxTFjY2MGDx7MuXPnePLkSZ7xpUqVwsLCIt/73Lx5k5s3bzJs2DBF8gwwcuRIJElSmVbzupzpPH/88QdjxozB1tYWa2trhg8fTlpaGjExMXh5eWFjY4ONjQ0TJkxA0mEN99eVqBHorVu38vXXX7Ny5Uo8PT3x9/enTZs23LlzR+0P+aZNm5g0aRJr1qyhYcOG3L17lwEDBiCTyfjhhx+K4AkEQRCEgvD3N1Vsz13g5FmSYMqU7AYAvvwSfvgB9N7eWFLWvy9dtPM+y5lja2Njo3KuT58+TJ8+nZMnT9Li30oqmzZtomXLlmpzBRcXF86dO8eNGzfw8PDI997p6elERUWpHDczM8PExETLJ8mfunupY2FhgZGRkdbtX7lyhSpVqmBpaal0PGcE/+rVqzg5OWndrrr7AIpPEnI4OjpSvnx5xfn8jB49Gnt7e2bMmMH58+dZtWoV1tbWnD17FmdnZ3x9fdm/fz9+fn54eHjg5eX1xn1Xp0Ql0D/88ANDhw5l4MCBAKxcuZJ9+/axZs0aJk2apHL92bNnadSoEX369AGyJ//37t2bCxcu5HqP1NRUUlNTFV/HxcUBEBkZSUpKCpGRkYpz6enpZGZmkp6ejlwuz7PvBZ0gL+JEXGHF5fz8vnjxgpiYmALd79W/DyJOxBVW3OzZEkuWZG/H7eOTwJAhSRpNU1a6X2YmFhMnYrJhAwAJPj4kffklqElOXo2Lj48vUJ8F3YqNjSUqKoqUlBQuXLjAjBkzMDIyokOHDirXurm5UbduXTZt2kSLFi2IiYlh//79/JzLtuzjxo2jbdu21KpVi/r169OkSRNatmxJ8+bN1e4CfPjwYWxtbVWOz5kzR20u8qbU3UudtWvXMmDAAK3bDwsLw8HBQeV4zrFnz55p3WZu93m13dfvpel9ypYty/79+5HJZIwcOZL79+/j5+fH8OHDFfOohw0bhqurK2vWrBEJdFpaGn/++Sc+Pj6KY3p6erRq1Ypz586pjWnYsCEbN25ULCZ4+PAh+/fvp18eu0rNmTOHGTNm6Lz/giAIgvb8/U2VkuexYwuwPXdqKpYjR2K8dy+Snh7x8+aRUkj/qOZHQoakgwoaumijJGnVqpXS166urmzcuJHy5curvb5Pnz58//33LF++XDFFoWvXrvz5558q17Zu3Zpz584xZ84cDh06xLlz55g/fz62trb88ssvdOrUSel6T09PZs2apdJObtU/3pSm1TDc3d0L1H5ycrLakeucxZnJyckFalfdfYBc75UzYJmfwYMHI5P99/Pv6enJuXPnGDx4sOKYXC6nbt26av9/60qJSaCjoqLIzMykbNmySsfLli3L7du31cb06dOHqKgoGjdujCRJZGRkMGLECL7N47M/Hx8fRU1kyB6BdnJywtbWVunjDTs7O1JSUoiLi8PAwEDtu1R1NL1OxIm4wo7LzMxELpdTunRpxfUFne8n4kRcYcT5+qKYtuHjk4CvrzlgrtW9ZAkJ2A4YAMePg6Ehsk2bsPzf/7DMNzK7n69WeNAFkUAXzLJly6hSpQqxsbGsWbOG33//Pc/pCr169WLcuHEcOHCAwMBAOnTokOc83Xr16rFz507S0tK4du0au3btYtGiRXTv3p2rV69So0YNxbVlypRRSegLU2Hfy8TEROmT9xw568V0NS0lp53c7qXpfZydnZW+trKyAlCZZmJlZUV0dHRBuqqREpNAF8TJkyfx9fVl+fLleHp6cv/+fb788ku+//57pkyZojbGyMioQHOIBEEQBN15dcHgfyPPWibPkZFYf/45XLsG5ubZiwULYXdBofDVr19fMXe2S5cuNG7cmD59+nDnzh3MzVV/LhwcHGjWrBkLFy7kzJkzKpU3cmNoaEi9evWoV68eVapUYeDAgWzfvp1p06bp9Hm0ER4ertF1VlZWBUp2HRwcVGpqw39TLnRVni9n6kZYWJhKshsWFqZSdjA3uU2ZVXe8MBcRlpgqHGXKlEEul/P8+XOl48+fP8fe3l5tzJQpU+jXrx9Dhgzhgw8+oGvXrvj6+jJnzhyl1bmCIAhC8fF6tY0CTdt4/Bibzp0xuHYNypSBEyeKRfKcpcPX+0oulzNnzhyePXvG0qVLc72uT58+nD59GktLS9q1a6f1fXIS9pxEsqg4ODho9Nq6dWuB2q9VqxZ3795VmUKRs16sVq1ab/oISu1cvnxZ6fizZ894+vSpzu7ztpSYEWhDQ0Pq1KnDsWPH6NKlCwBZWVkcO3aMUaNGqY1JSkpC77XV1TnvUArzXYkgCIJQMOpK1Wm9r8k//8Cnn6L/7BmZTk7Ijx6FKlV03teC0FUJuve9jF2zZs2oX78+/v7+jB07Vu1Um+7du/PkyROqVq2KoaFhrm2dOHFCsYvhq/bv3w9A1apVddt5LRX2HOju3buzYMECVq1apagDnZqaytq1a/H09FQaLQ4JCSEpKalA9Zrd3d2pVq0aq1atYvjw4Yp8bMWKFchkMrp3716g/heVEpNAA3z99df079+funXrKv7iJCYmKqpyeHl5Ua5cOeb8O2muY8eO/PDDD9SuXVsxhWPKlCl07Ngx36oZgiAIwtulkzrPZ89Chw4QHU1G1arEbN1KmWKSPAu6NX78eHr06EFAQAAjRoxQOW9lZcX06dPzbWf06NEkJSXRtWtXqlWrRlpaGmfPnmXr1q24uroqcowcoaGhbNy4UaUdc3NzxQCfLhX2HGhPT0969OiBj48PERERVK5cmXXr1hEcHMzq1auVrvXy8uLUqVNKg5CxsbGKLc/PnDkDwNKlS7G2tsba2lppkNPPz49OnTrx6aef0qtXL27cuMHSpUsZMmQI1atXL9Tn1LUSlUD37NmTyMhIpk6dSnh4OLVq1eLgwYOKhYUhISFKI86TJ09GJpMxefJkQkNDsbW1pWPHjszOqQFaTEiSRFJSEmZmZiQmJmJqaqryTrgwPHnyhGnTpnHw4EGioqJwcHCgU6dOfPfdd7lOi3nV3r178fPz46+//iIzM5MaNWowatSoApXREQTh/aaT5PnAAfjf/7K35m7QgOi1a5HU1AnOiyRJJCYmKn4f6/rTSrGIUHe6detGpUqVWLBgAUOHDi1wOwsWLGD79u3s37+fVatWkZaWhrOzMyNHjmTy5MkqG6xcvXpVbTUvFxeXQkmg34b169czZcoUNmzYQHR0NDVr1mTv3r00bdo039jo6GiVdWULFy4Esr8nrybQHTp0YOfOncyYMYPRo0dja2vLt99+y9SpU3X7QG+BTBJzGfIUFxeHlZUVsbGxWFpaKrb1zKnC8ejRIypUqJDvSu309HRAtTqCJEmsOnSYzSEhzK1bl0mXL9Pb2ZlhbT5FJpPlGpef/OIePnxIgwYNqFKlCrNmzaJChQr8888/jBs3jrS0NC5cuECpUqVybf/HH39k7NixTJw4kb59+yKTydizZw9Tp05l1KhRLFiwQCf9FHGFF/fqz2/O3Ddtqyq8+vdBxIm4gsbllzxrdL/Xt+bevp2IxESt+pnz+3j9/Qd8V70q8x88pIudHV917aL4N6Cgcv4tuRo8DwvLN69qEB+XTC3XiW/cr7clOTlZ8fumMDYbEQRd0fRntUSNQL+LkpKS2BwSwqmatWj74CExNWvB31fp+++IdGHx9vbG0NCQw4cPK35AnJ2d8fDwoFq1anz33XeKguSve/LkCd988w1jx47F19cXyE7cvvrqK0xMTBgzZgw9evTA09Oz0PovCMK7QScjz0uWZO8qCNCnDwQEgIEB/JtAayrn9/HZuvXo8ziY2Jq1yPyr8OrICoJQcpWYKhzvKjMzM+bWrYv1kxBiKrth/SR7JLowk+eXL19y6NAhRo4cqfLuyt7ent69e7N169ZcP7oMCgoiPT1dsdjgVcOHD8fc3JzNmzcXSt8FQXh3vHHynLM1d07yPGYMbNiQnTwXQM7vY6vHwcRWqYr1kxCmfVCwhVm5yZnCoYuXIAhFRyTQRSwxMZFJly8T4+SM9f17xDg5M+nyZRK1HDnRxr1795AkKdcJ+9WqVSM6OjrXbXfv3r2LlZWV2u04DQ0NqVixInfv3tVpnwVBeLe8cfKcmQlffAE5O8LNmgX+/qBX8H/Wcn4fx7q4YnX3DjFOzsy4/k+B21NH0uFLEISiIxLoImZqakpvZ2c++fsqBypV5JO/r9Lb2RlTU9NCv3d+099TUlIwNzdXvHKma2gir5JBgiC83944eU5NhV694KefQCaDlSuzG3zDxdc5v48bXr7EpjKl+OTvq/zPUXWgQBAEQcyBLmIymYxhbT5VzHneV7VKoVfhqFy5MjKZjFu3btG1a1eV87dv38bW1hZHR0euXr2qOJ6zqNDNzY3Y2FiePXumskNRWloaDx48oE2bNoXWf0EQSi5/f1PF9twFSp7j46FLF8XW3AQGgo7qx+b8Pv60anD27+OPPyYjI4OvdNJ6NgkZWaIKhyCUeCKB1lBkZCQpKSlK0xrS09PJzMwkPT0937rSGRkZeZ43NDQkPT0dQ0NDpWvziyvI/SwtLWnVqhXLly9n1KhRSvOgnz59yubNmxkxYgSSJOHi4qIUm56eTufOnZk4cSJ+fn7Mnz9f6X4rV64kKSmJ3r17KypCFLSfIq5w43J+fl+8eEFMTEyB7pfbNB8RJ+LUmT1bYsmS7G2XfXwSGDIkSaNNUnLuJ4uKwrpPHwyuXSPLzIzYgADSmzbNdaeVgvYzKSmJpKTs3Q/j4+ML1EZuxEYqgvBuEFM4crFs2TJq1KhBvXr1irorhcLf35/U1FTat2/P6dOnefLkCYcOHaJjx45UrlyZyZMn5xrr7OzMnDlzWLJkCVOmTOH27ds8fPiQJUuW4OPjw4wZM/Dw8HiLTyMIQnHn72/KkiXZNft9fBK03p7b4NkzbDp1yk6eS5cmZufO7ORZeKdNnz4dmUxGVFSU2vMeHh40a9YMgODgYGQymeKlp6dHqVKlaNu2LefOncu1bT09PZ48eaJyPi4uDhMTE2QymcqOx5GRkXz55ZdUq1YNExMT7OzsqF+/PhMnTiQhIUFx3YABA5T69Oorv/K3b1NqaioTJ07E0dERExMTPD09Nd4B8c6dO3z11Vc0bNgQY2NjZDIZwcHBuV6/e/duPvroI4yNjXF2dmbatGkFHjQqSmIEOhfe3t54e3sranfa2toq1drMqQMdFxeHgYGBxvV6ta3rW1hxNWrU4NKlS0yfPp0+ffoQERGBJEl06dKFgIAArKys8mx33LhxuLm5sXDhQpYuXapY9Lh582Z69eqls36KuMKLy8zMRC6XU7p0acX12tb1zSHiRFxefH1RTNvw8UnA19ccMNf4PvLbt7Hu3x95WBg4O6N3+DCltNhe+U2eT9dJjthIpfD17t2bdu3akZmZyd27d1m+fDnNmzfn0qVLfPDBByrXGxkZsXnzZiZMmKB0fOfOnWrbf/nyJXXr1iUuLo5BgwZRrVo1Xrx4wd9//82KFSv44osvMDf/7+fbyMiIX375RaWd4rQj8oABAwgKCmLs2LG4ubkREBBAu3btOHHiBI0bN84z9ty5cyxZsoQaNWpQvXp1pamfrztw4ABdunShWbNm/Pjjj1y/fp1Zs2YRERGRa+nc4kok0O8xV1dXAgICFF9PmzaNH374gevXr+f7Fwagc+fOdO7cGYDnz5/Tpk0bVqxYQadOnd7KIkhBEIqn9LR0nj+OwtjMiFUBpRQLBv8bedY8eebcOWw6d0YvJgZq1IBDh6B8+cLo9luRpaM50Lpo41310Ucf0bdvX8XXTZo0oW3btqxYsYLly5erXN+uXTu1CfSmTZto3749O3bsUDq+evVqQkJCOHPmDA0bNlQ6FxcXp7KIXl9fX6k/xc3FixfZsmULfn5+ivK0Xl5eeHh4MGHCBM6ePZtnfKdOnYiJicHCwoIFCxbkmUCPGzeOmjVrcvjwYfT1s1NQS0tLfH19FSP6JYWYwiEozJgxg0WLFnHhwgWysrK0ii1VqhQHDx6kZcuWaj8qEwTh/ZCWksbuZQfZMGMbXp3uKVXb0HbaBgcPQqtW6MXEkF6nDpw+XaKTZ6FoNGnSBIAHDx6oPd+nTx+uXr3K7du3FcfCw8M5fvw4ffr0Ubn+wYMHyOVyPv74Y5VzlpaWxWpqhiaCgoKQy+UMGzZMcczY2JjBgwdz7tw5tdNbXlWqVCksLCzyvc/Nmze5efMmw4YNUyTPACNHjkSSJIKCgvKMDwgIQCaT8ccffzBmzBhsbW2xtrZm+PDhpKWlERMTg5eXFzY2NtjY2DBhwoR8q429CTECLSjp378/AHoFqKVaunTpErmfvSAIuhNyK5Sb5+5y+VlzDvz5EQDff5/Ft9/qabRgUGHTJujfHzIySG3RgthffsHu30pAJZmYwvH25czHtbGxUXu+adOmlC9fnk2bNjFz5kwAtm7dirm5Oe3bt1e53sXFhczMTDZs2KD4NzM/6uZwGxoaarQNe27zv19nYWGBkZGRRte+6sqVK1SpUkWlL/Xr1wfg6tWrODk5ad2uuvsA1K1bV+m4o6Mj5cuXV5zPz+jRo7G3t2fGjBmcP3+eVatWYW1tzdmzZ3F2dsbX15f9+/fj5+eHh4cHXl5eb9x3dcQItCAIgqAzcgM5p+98zO4z2clzlyZXtC9V9+OP8PnnkJEBvXsTu24dFOLurG+ThExRieONXiKBzlVSUhJRUVE8f/6cP/74g4EDBwLQPZdyhzKZjF69eintoBsYGEi3bt3UJqSDBg3C1taWAQMGUL16db744gs2b95MbGys2vYTExOxtbVVeX322WcaPY+6WHWvgu4AHBYWpnZjtJxjz549K1C76u7zaruv30vT+5QtW5b9+/czcuRI1q9fT4MGDRTJcmBgIF988QW//vor5cuXZ82aNTrpuzpiBFoQBEHQmcBfy3Pkb2cAOjb4E78lpTT/REuSYNo0+P777K9Hj87eXVDDEThBgOz1PNOmTVN8bW5uzsKFC3NNoCF7GseCBQu4dOkSNjY2XLp0KdfNw8qWLcu1a9eYOXMmu3btYuXKlaxcuRJDQ0MmT57M5MmTlfZyMDY2Zs+ePSrtlClTRqPn0bQahrt7wbadT05OVvtGIWcqSnJycoHaVXcfINd7xcXFadTO4MGDlb6/np6enDt3jsGDByuOyeVy6taty59//vmGvc6dSKAFQRAEnfD1hSlTspPlqZPT+PZbD4xMNPxIOTMTRo3K3lUQYOZMmDz5jXcXLG7EIkLde33jsWHDhtGjRw9SUlI4fvw4S5YsITMzM882ateuTbVq1di0aRPW1tbY29vTokWLXK93cHBQLEq8d+8ehw4dYt68eUydOhUHBweGDBmiuFYul9OqVasCP9+bxGrCxMSE1NRUleMpKSmK87q6D5DrvTS9j7Ozs9LXOVXDXp9mYmVlRXR0dEG6qhGRQAuCIAhvTHV7bsO8A16Vmgp9+0JQUHbCvHw5jBhROB0tYtK/L1208z7IbxQ0KSlJZdGem5ubIuns0KEDcrmcSZMm0bx5c5X5t6/q06cPK1aswMLCgp49e2r0yYlMJqNKlSpUqVKF9u3b4+bmRmBgoFIC/abCw8M1us7KyqpAya6DgwOhoaEqx3OmXLy+43BB5UzdCAsLU0l2w8LCFHOu85Nb+T91xwtzEaGYAy0IgiC8EdXkWYvg+Hho3z47eTYwgK1b39nkWdBezm64d+7cUTmXlJTEkydPVHbMfd13332HhYVFnhuEQXYCHRYWxt27d9VW38hPxYoVsbGxUSSeuuLg4KDRa+vWrQVqv1atWty9e1dlCsWFCxcU53Uhp53Lly8rHX/27BlPnz7V2X3eFjECLQiCIBTYGyXPkZHQrh1cvpy9SPDXX6GQP64uaqIKh3ZatmyJoaEhK1asoEWLFkqjwqtWrSIjI4O2bdvm2UZOqbP58+dz9erVXBO1SpUq4e/vT3Jycp6joRcuXMDDwwOz1xa2Xrx4kRcvXtCoUSPNH1ADhT0Hunv37ixYsIBVq1Yp6kCnpqaydu1aPD09lUaLQ0JCSEpKKlC9Znd3d6pVq8aqVasYPny4YsR4xYoVyGSyPOeoF0cigRaUtGrVig8//JAlS5YUdVcEQSjG4hNTmD8piYXzsjdNmvxdKt9+q0UJrZAQ+PRTuHMHypSB/fuhXr1C6m3xkSXJyJJ0MAdaB22UBHZ2dkydOpXJkyfTtGlTxUZdZ8+eZfPmzXz66ad07Ngx33a+/PJL/P39mTt3Llu2bMnzuvxs2LCBwMBAunbtSp06dTA0NOTWrVusWbMGY2Njvn3tXWRGRgYbN25U21bXrl1VEvHXFfYcaE9PT3r06IGPjw8RERFUrlyZdevWERwczOrVq5Wu9fLy4tSpU0pTI2JjY/nxxx8BOHPmDABLly7F2toaa2trpW3Q/fz86NSpE59++im9evXixo0bLF26lCFDhlC9evVCfU5dE1M43kMDBgxAJpOpvO7fv8+2bduYPn264lpXV1f8/f2LrK+vOnnyJB999BFGRkZUr16d9evX5xuzbds2atWqhampKS4uLixcuFDp/M6dO2ndurViq/YGDRpw6NChwnoEIHtOVs5CExMTE1q1asW9e/fyjVu2bBmurq4YGxvj6enJxYsXlc6vWrWKVq1aUbp0aWQyGTExMYX0BML7LuJFPCO+TFAkz00aX8Pe5gShT14qrrl5/i6rvw1k3fRtBP/z2kYMN29Cw4bZybOTU/YGKe9B8iwUzHfffcfGjRvJzMxk5syZjBs3jitXrjBjxgx2796t0VxlR0dH+vTpQ1BQUK4bqmhq+PDhDB06lGvXrjF16lRGjhzJli1b+PTTTzl79iyenp5K16emptKvXz+1r8jIyDfqi66sX7+esWPHsmHDBsaMGUN6ejp79+6ladOm+cZGR0czZcoUpkyZwsGDBwFYuHAhU6ZMYcGCBUrXdujQgZ07d/Ly5UtGjx7Nzp07+fbbb1m2bFmhPFdhkkmFOcP6HRAXF4eVlRX379/HwsJC8cNua2tLeno60dHRuLi45LvzUEZGBoDS7juaKIy4wYMHExERwc8//6x03NbWVvGuMifOzc2N0aNHM2bMmLfez1c9evSI2rVrM2zYMAYOHMjRo0eZMGECv/32G59++qnamIMHD9KtWzf8/f1p1aoVt2/fZsSIEYwfP57Ro0cD8M033+Dg4ECzZs2wsrJi3bp1LFq0iD/++IPatWsX6PlmzpzJ48ePWb16tdo4Pz8/5s+fz+rVq3F1dWX69On8888/XLt2TfFz9Hrctm3bGDRoEMuWLaNevXr8+OOP7Nixgxs3bmBnZwfAkiVLSErK3ult6tSpREREYG1tnWs/U1JSePz4MTY2Nopk29bWNt/ne9Wrfx9E3PsTN3z0S37dlv0RbuWap2j7f/cxTMikQdMqNGleg5iIWLb6/UpibDKZGVnYli9Fb5+uxCXEYXLtGq6jRqEXHU1GlSrEbN1KVj6LlIry+xIfH0/lypWJjY3VaNOL3OT8W3Ly4VLMLd68qkFCfDLNKo564369LcnJyTx69IgKFSrorKqDIBQGTX9WxQh0LpYtW0aNGjWop82oiCRBYmLRvLR8H2RoaIi9vb3SSy6X06ZNG8aPHw9kf2z0+PFjxo0bh6GhIYaGmq2qT0xMpHTp0uzYsUPp+G+//Ya1tTXx8fFa9RWyR1ddXV2ZP3++onB9165d85xqEhgYSKdOnRg2bBgVK1akXbt2jB8/nh9++EHxRmHhwoWMGzeOunXr4ubmxqxZs6hcuTL79u0Dsv8hdXJyYv78+Yp2z507h5mZGcePH9f6OSRJ4scff8THx4dOnTpRs2ZN1q5dy7Nnz/jtt99yjVu8eDGDBw+mf//+1KhRg2XLlmFqakpAQIDimjFjxjBu3DiNVzILQkH4+5sqkue6TS9Rwf0cqUlpgAxj4+zfEcmJKaQkplLKwQZrW0uS4lNIS07H/I8/cB0yBL3oaNLr1CH6t9/yTZ7fNTlzoHXxEgSh6Ig50Lnw9vbG29tbMWqQ8xF/Djs7O1JSUoiLi8PAwAADA4PsRDaXrUINCtgPjeMSEtTu1GVgoNqCnp4eenp6as/JZDLFuV27dvHhhx8ybNgwhg4dqtSeTCZj7dq1DBgwQOV+1tbW9OrViw0bNtCrVy/FuQ0bNtC9e3dK/bsdr7u7O48fP871kZo0acKBAweA7MUZrVu3VupzmzZt+Oabb9Q+B0B6ejqmpqZK583MzAgNDeXZs2e4urqqxGRlZZGQkICtrS0GBgY4OjqyZs0aunTpQps2bXB3d2fgwIGMGjWKNm3aqL2vXC5X+f7m/Pnhw4eEh4fTpk0bxbEyZcrg6enJpUuX6Nu3r8r3My0tjb/++otvv/1Wqc1WrVpx8eJFlefPWZih+LnMRWZmJnK5nNKlSyuuyxnN1paIez/ifH1hzpzsP3fsfpe6LaOIi6yMndyQypXK0rxVLUzNjLC2sqFm/QfcufQAmUxG3Va1qfjXeRg1CllGBrRpg8GOHdhqubtgUXxf8vt0URCE95NIoN9Te/fuxdzcXPF127Zt2b59u9I1pUqVQi6XY2Fhgb29vdK5qlWrKoqXqzNkyBAaNmyo2CI0IiKC/fv3c/ToUcU1+/fvV0w5UJfovfrRSXh4OGXLllU6b2dnR1xcHMnJyWo/ZmnTpg1fffUVAwYMoHnz5ty/f59FixYB2TUn1SXQCxYsICEhQWmL1Xbt2jF48GC8vLyoV68eZmZmzMnJIrSUU8/z9WcpW7ZsrrU+o6KiyMzMVBtz+/btAvVDELT1arUNH58ExoyxwtyyBcZG+khZoK+vp9jQwtDIgE7e/8ej6yHI5XpUPrMP2YivQJJI6doV4y1bQMNPtN41YiMVQXg3iARal0xNs0eC1UhPTwfUJ4p50TjO1FSrdps3b86KFSsUX+e3Cvh1+SVu9evXx93dnXXr1jFp0iQ2btyIi4uL0oIEFxeXAn9fNDF06FAePHhAhw4dSE9Px9LSklGjRvH999+rXXSyadMmZsyYwW+//aYyYjVv3jxq167N9u3b+fPPP5W2Ij19+rRSGaW0tDQkSSIoKEhx7KeffuLzzz/X+TMKwtvweqm6IUOSABnmpv/+PVCzr4GJmTE1PN1g+vTsXQWBpEGDSJg9G+P3NHkGQNJ6xl2u7QiCUHREAq1LMpnaaRQA/Jsoom2iWNC4fJiZmVG5cmWdtvm6IUOGsGzZMiZNmsTatWsZOHCg0par2kzhsLe35/nz50rnIyIisLS0zHWSv0wmY968efj6+hIeHo6tra2iwkbFihWVrt2yZQtDhgxh+/btaksGPXjwgGfPnpGVlUVwcDAffPCB4lzdunW5evWq4uslS5YQGhrKvHnzFG8Qypcvr3gOgOfPnyt2Zcr5OrfapGXKlEEul6s8//Pnz1U+GRAEXVNX5zkiQoPAzEwYPRpy3qjPmEHC8OHv3NbcgiC8n0QCLeTJ0NCQzMzMAsX27duXCRMmsGTJEm7evEn//v2VzmszhaNBgwbs379f6fzRo0dp0KBBvv2Qy+WUK1cOgK1bt/Lxxx8rrcrfvHkzgwYNYsuWLbRv314lPi0tjQEDBtCjRw+qV6/OkCFDuH79umKU2sTEROnNSKlSpYiLi6Ny5coqI+wVKlTA3t6eY8eOKRLmuLg4Lly4wBdffKG2/4aGhtSpU4djx47RpUsXIHuu9rFjx5TqawqCrhV4k5TUVOjXD7Zvz06Yly2DL77QMPN+t4mNVATh3SASaCFPrq6u/P777/Tq1QsjIyPKlCkDQLVq1ZgzZw5du3bNNdbGxoZu3boxfvx4Pv30U8UobA5tpnCMGDGCpUuXMmHCBAYNGsSRI0cICgpSVMuA7MLtu3bt4tixY0D23OGgoCCaNWtGSkoKa9euZceOHYrzkD1to3///ixevBhPT0/FPGQTExPFHO/vvvuOuLg4Fi1ahI2NDfv372fQoEHs3btX02+jgkwmY+zYscyaNQs3NzcqVKjAlClTcHR0VCTHkD1/u3Pnzoqi/l9//TX9+/enbt261K9fH39/fxITExk4cKAiJjw8nCdPnihqnF6/fh0LCwucnZ0VCzcFQVMFTp7j46FbNzh6NPuTs40b4ZU1Be87kUALwrtBlLET8jRz5kyCg4OpVKmS0qjtnTt3iI2NzTd+8ODBpKWlMWjQoDfqR4UKFdi3bx9Hjhzhww8/xN/fn59++kmpEkZUVJRKgfx169ZRt25dGjVqxD///MPRo0eVShPmbAXr7e2Ng4OD4pWTuJ48eRJ/f3/Wrl2LpaUlenp6bNiwgdOnTyvNIdfGhAkTGD16NMOGDaNevXokJCRw8OBBpdX+Dx8+JCoqSvF1z549WbBgAVOnTqVWrVpcvXqVgwcPKi0sXLlyJfXr12fEiBEANG3alNq1a7N79+4C9VN4fxU4eY6KgpYts5NnM7Ps3QVF8iy8gYCAAMVmX3/88YfKeUmScHJyQiaT0aFDB5XzMTExGBsbI5PJuHXrltp75La5mEwme2+qsKSmpjJx4kQcHR0xMTHB09NT4y3EAUJDQ/nss8+wtrbG0tKSzp078/DhQ5XrYmNjmTBhAm5ubpiYmODi4sLgwYMJCQnR5eO8FWIE+j30au3g171aJQPg448/5tq1ayrXabr/TmhoKKVLl6Zz585a9VGdZs2aceXKFeC/xZWvmj59utIuimXKlOHcuXNK17wed/LkyXzvmZ6erhTn6uqa55uHV/ugjkwmY+bMmcz8d2GVOup2Jhw1alSeUzamT5/Od/9mPYWxKFN4PxQ4eX51a+7SpeHAAbG7oBqiCkfBGBsbs2nTJho3bqx0/NSpUzx9+lRpYfertm/fjkwmw97ensDAQGbNmqX2OiMjI3755ReV4zllQd91AwYMICgoiLFjx+Lm5kZAQADt2rXjxIkTKt/z1yUkJNC8eXNiY2MV5VYXLVrEJ598wtWrVyldujSQPfWwdevW3Lx5k5EjR1KlShXu37/P8uXLOXToELdu3cLCwuJtPK5OiARaKBRJSUmEhYUxd+5chg8frvEmLIIgFJ0CJ8+3bmUnz0+fZm/NffgwVKtWaP0sySRJhiTpYAqHDtooSdq1a8f27dtZsmSJ0s6umzZtok6dOkqf2L1q48aNtGvXDhcXFzZt2pRrAq2vr69Sh/99cfHiRbZs2YKfnx/jxo0DwMvLCw8PDyZMmMDZs2fzjF++fDn37t3j4sWLik9427Zti4eHBwsXLsTX1xeA8+fPc+nSJZYuXYq3t7civmrVqgwaNIijR4/mOS20uBFTOIRCMX/+fKpVq4a9vT0+Pj5F3R1BEPJR4OT5wgVo3Dg7ea5eHc6cEcmzoHO9e/fmxYsXStMK0tLSCAoKok+fPmpjQkJCOH36NL169aJXr148evQo32TwfRQUFIRcLmfYsGGKY8bGxgwePJhz587x5MmTfOPr1aunND2yWrVqtGzZkm3btimOxcXFAar7IORUpMpvi/fp06cjk8m4e/cuffv2VWxyN2XKFCRJ4smTJ3Tu3BlLS0vs7e1ZuHChZt+AAhIJtFAopk+fTnp6OseOHVPasEUQhOKnIMmzJEmk7PwNqUULePkSPD3h9OnsEehcJMQk8uxBOMkJyTrqeckj6fD1PnF1daVBgwZs3rxZcezAgQPExsYq7Xj7qs2bN2NmZkaHDh2oX78+lSpVIjAwMNd7REVFqbxykr6ipK5f6l6pqakFav/KlStUqVJFabdlyN7PAVAq0/q6rKws/v77b+rWratyrn79+jx48ID4+Hggu+SrmZkZU6ZM4fjx44SGhnLq1CkmTJhAvXr11JaQVadnz55kZWUxd+5cPD09mTVrFv7+/rRu3Zpy5coxb948KleuzLhx4/j99981/C5oTyTQgiAI7zF/f1Otk+fMzEweTZqPQY//IUtK4sUH9Tg+eBp//vWUjPQMtTFP7z5j+4LdbFvwG5vn/kr08xjdPUQJkp38ynTwev/06dOHX3/9leTk7DdggYGBfPLJJzg6Oqq9PjAwkM6dOytGNnv27Mm2bdvIyFD9GU1MTMTW1lbl9VkxWASrrl/qXq++udBGzo7Br8s59uzZs1xjX758SWpqqkbxZcqUYevWrcTGxtKyZUvKly9Ps2bNcHR05Pjx40pTc/JSv359Nm3axBdffMFvv/1G+fLl+eabbxg4cCDLly/niy++YO/evZiYmLBmzRqN2iwIMQdaQ5GRkaSkpBAZGak4lp6eTmZmJmlpafkuNFD3F1YTIk7EFVZczs/vixcviImJKdD9Xv37IOJKXtzs2RJLlmR/QuTjk8CQIUkalWqOnuZL/YCl6AGXbauxJK0mdrvOIdeXE/4snHpta6vEnPj1NI8fhmDnZMvNv25R9lAp6v2f6nXqFOX3M2f0TCh6n332GWPHjmXv3r383//9H3v37mXJkiVqr/3777+5fv06c+bMURzr3bs3vr6+HDp0SKXmv7GxMXv27FFpJ6d0a1HStBqGu7t7gdpPTk5WuwgzpwJJzhuW3GIBjeNtbW2pXbs2o0aNwt3dnatXrzJ//nwGDhzI9u3bNervkCFDFH+Wy+XUrVuXp0+fMnjwYMVxa2trqlatqrYSiK6IBDoXy5YtY9myZXluIpKTNKekpOQ7d0cQipucyiLqtjUX3n3+/qZKyfPYsUn5B0kSZgsWYPfzUgD+cm/CGot6JIdF41yjHGEPIgh79FxtqNxAjpQF6alpyGQy9PTfj+oGr8uSZGTpYAGgLtooaWxtbWnVqhWbNm0iKSmJzMxMunfvrvbajRs3YmZmRsWKFbl//z6QndC5uroSGBiokkDL5XKNpxC8bYXdLxMTE7XTP1JSUhTn84oFNIp/+PAhzZs3Z/369fzvf/8DoHPnzri6ujJgwAAOHDhA27Zt8+2vs7Oz0tdWVlYYGxurvNmxsrLixYsX+bZXUCKBzoW3tzfe3t7ExcUpJqq/Oj8oZxc6SZJ48eIFcrkcU1NTpa2qX5UzMpjb+dyIOBFXGHFZWVm8fPkSCwsL7O3tFW8Gc36utSXiSlacry/kDMz5+CTg62sO5LNWITMTxoyB5csB+POTLhxybEqZpHQsLKx4+TAOEwNTqteuprYfn37WnMiQKKIjYqn5SVWadmiImaWpNo9XJN9PXdcBFhupvJk+ffowdOhQwsPDadu2LdbW1irXSJLE5s2bSUxMpEaNGirnIyIiSEhIKDHrc3I2+MqPlZVVgQbzHBwcCA0NVTkeFhYGkOsUGcjeedfIyEhxbV7xAQEBpKSkqNTr7tSpEwBnzpzRKIFW94l/brMANC25WxAigX5D9vb2QPZfyLzkjGRrW1NSxIm4worT09PD2dlZ6yRdKNleXTD438hzPolEaip4ecG2bSCTET9nDvaf96VfIhiZGhH19AVP7j6jlL0NtVt4qG2iTLnSdP+mIykJqbi6ubw39XUF3eratSvDhw/n/PnzbN26Ve01ObWhZ86cSfXq1ZXORUdHM2zYMH799dcSU7ZO3fxiddauXcuAAQO0br9WrVqcOHGCuLg4pYHCCxcuKM7nRk9Pjw8++IDLly+rnLtw4QIVK1ZU1HZ+/vw5kiSpfLKf82loQacuFhWRQL8hmUyGg4MDdnZ2ajf3yJHzMUJOQXFNiTgRV1hxhoaGYvrGe+b1ahtDhmgwbSMhAbp2/W9r7g0bSG7eHAPArnz2yK6dUxlqNKiab1MGhgYYlDJ4r5NnMQL9ZszNzVmxYgXBwcF07NhR7TU50zfGjx+v9hMEPz8/AgMDS0wCXdhzoLt3786CBQtYtWqVog50amoqa9euxdPTE6dXKuuEhISQlJREtVdKVXbv3p1JkyZx+fJlRTWOO3fucPz4cUV7AFWqVEGSJLZt26aU6OcsfqxdW7M1EcWFSKB1RC6X5/mPQs7OcNp+HCjiRNzbiBPefepK1eW7YDAqCtq1g0uXsrfm3rULWrfWIFDIjSRlv3TRzvuqf//+uZ5LTU1lx44dtG7dOtffg506dWLx4sVEREQopvdkZGSwceNGtdd37doVMzOzN+94ARX2HGhPT0969OiBj48PERERVK5cmXXr1hEcHMzq1auVrvXy8uLUqVNKUyNGjhzJzz//TPv27Rk3bhwGBgb88MMPlC1blm+++UZx3YABA1iwYAHDhw/nypUruLu789dff/HLL7/g7u5eojZRAZFAC4IgvPMKtElKSAi0aQO3b2dvzb1/P/xbF1YQiqt9+/YRExOT6+g0QMeOHVm4cCFbtmxhzJgxQHbi3a9fP7XXP3r0qEgT6Ldh/fr1TJkyhQ0bNhAdHU3NmjXZu3cvTZs2zTfWwsKCkydP8tVXXzFr1iyysrJo1qwZixYtwtbWVnFd6dKluXz5MlOnTmXPnj2sXLmS0qVLM2jQIHx9fUvcjsUigRYEQXiHFSh5fnVr7vLls7fmfm0uqVAwWcjI0sH0C120URIMGDBAo3m9wcHBij/nt3Dsk08+UbomICCAgICAAvbw3WBsbIyfnx9+fn55Xnfy5Em1x8uXL69RGbpy5cqpjGpravr06UyfPl3leG7//3Lrq66IBFoQBKEYiQx9waXdfyNlZvFRq5o4VrLnVNgdLkUFY2dsRVeXWlgYajZFp0DJ88WL2dM2XrzI3pL78OE8dxcUtCPmQAvCu0GjBDq3QuV5GThwoGLlpSAIgpC/tJQ0DgecIPpxAjIZPL0bRpXRdVj66BgJ6cnoyeSEJ8cxoean+bZVoOT58GHo1g0SE7Ona+zbB8VgIwlBEITiRqMEeuzYsZQvX17jldNPnjyhQ4cOIoEWBEHQQmJcEjHP4yjrYoe+gT4vn8dwJfwRCRkplDe15XlqNLdjQ8nIykI/jwoqBUqet26Ffv0gPT17oeDOnVBC6uSWJEUxAj1nzhx27tzJ7du3MTExoWHDhsybN4+qVfOvnCIIgnoaT+G4fPmyxsXoReIsCIKgPQsbc+wrlSX8ZvZW0hU+cKa0nSOnku4SmvwCCQlX8zK6T56XL4dRo7JLO/TsCevXQwlb0FNSFEUVjlOnTuHt7U29evXIyMjg22+/5dNPP+XmzZvv/OI4QSgsGiXQ06ZN02rHnm+//ZZSpUoVuFN5WbZsGX5+foSHh/Phhx/y448/Uj+PleExMTF899137Ny5k5cvX+Li4oK/vz/t2rUrlP4JgiAUlL6BPv83oBkRd1+SlSVR/WM3zEqbkUAqf714jL2JDQPdmuQar3Xy/O/W3CxYkP31yJGwZAm8x3WaS5q4uDilr42MjDAyMlI6dvDgQaWvAwICsLOz488//9SoyoIgCKo0TqAhe2XrkydP8t3e1MfHRze9e83WrVv5+uuvWblyJZ6envj7+9OmTRvu3LmjdnQ8LS2N1q1bY2dnR1BQEOXKlePx48dqt/4UBEEoDsyszPBsX0HpWO+KDeldsWGecf7+portuTVKnrOyMP/2W0zXrMn+evp0mDoVxM6UhUw3Uzj4tw2n1xZ4Tps2TW2lglfFxsYCFNpAlyC8D7SqwiFJEpUrV+aff/7Bzc2tsPqUqx9++IGhQ4cycOBAAFauXMm+fftYs2YNkyZNUrl+zZo1vHz5krNnzyo2mHB1dc3zHqmpqaSmpiq+znl3HxkZSUpKCpGRkQXqu4gTcSJOxBVW3OzZEkuWZH9K6OOTwJAhSXnvdZKWhuWoUZj+9huSTEaCry/JgwaBhvcvKd8XXcTFx8cXqI3cSJIMSdLBHOh/23jy5InS9suvjz6/Lisri7Fjx9KoUSM8PNRvuy4IQv602sdXT08PNzc3xXbBb1NaWhp//vmn0o48enp6tGrVinPnzqmN2b17Nw0aNMDb25uyZcvi4eGBr6+vyj7sr5ozZw5WVlaK1+vv7gVBEIoTf39TliwpC2Qnz2PH5r09tywxEeu+fTH+7Tey9PV5Om9edvIslEiWlpZKr/wSaG9vb27cuMGWLVveUg9158GDBwwfPpyKFStibGyMpaUljRo1YvHixSQnJyuuy8zMZO3atTRr1oxSpUphZGSEq6srAwcO5PLly0X4BMVXamoqEydOxNHRERMTEzw9PTXeQhxgy5YtfPTRRxgbG2Nra8vgwYOJiopSuiY5OZnBgwfj4eGBlZUV5ubmfPjhhyxevJj09HRdP1Kh07oO9Ny5cxk/fjwrVqx4q+9eo6KiyMzMpGzZskrHy5Yty+3bt9XGPHz4kOPHj/P555+zf/9+7t+/z8iRI0lPT1dMS3mdj48PX3/9teLruLg4nJycsLW1VXqXr+mCyteJOBEn4kScruJ8fVFM2/DxScDX1xzIY71KVBT06pVd69nMjLg1azBq1qzYPl9xiMtrumJBZP370kU72ho1ahR79+7l999/p3z58jroxduzb98+evTogZGREV5eXnh4eJCWlsYff/zB+PHj+eeff1i1ahXJycl069aNgwcP0rRpU8WarODgYLZt28a6desICQkpcc9f2AYMGEBQUBBjx47Fzc2NgIAA2rVrx4kTJ2jcuHGesStWrGDkyJG0bNmSH374gadPn7J48WIuX77MhQsXFH+HkpOT+eeff2jXrh2urq7o6elx9uxZvvrqKy5cuMCmTZvexqPqjNYJtJeXF0lJSXz44YcYGhpiYmKidP7ly5c669ybysrKws7OjlWrViGXy6lTpw6hoaH4+fnlmkCrW4AhCIJQ3Ly6YPC/kec8kucnT7J3F7x9G0qVgv37SatQIffrhUJRFGXsJEli9OjR7Nq1i5MnT1KhhP1/f/ToEb169cLFxYXjx4/j4OCgOOft7c39+/fZt28fAOPHj+fgwYMsWrSIsWPHKrUzbdo0Fi1a9Da7XiJcvHiRLVu24Ofnx7hx4wAUb1ImTJjA2bNnc41NS0vj22+/pWnTphw5cgTZv2soGjZsSMeOHfn5558ZPXo0kD3n/vz580rxI0aMwMrKiqVLl/LDDz9gb29fSE+pe1on0P7+/oXQjfyVKVMGuVzO8+fPlY4/f/4812+4g4MDBgYGSvWrq1evTnh4OGlpaSVu33VBEARQrbYxZEje0za4fTs7eX7yRHlr7jwnSgvvCm9vbzZt2sRvv/2GhYUF4eHhAFhZWakMghVH8+fPJyEhgdWrVyslzzkqV67Ml19+ydOnT/npp59o3bq1SvIMIJfLFQmi8J+goCDkcjnDhg1THDM2Nmbw4MF8++23PHnyJNfprDdu3CAmJoaePXsqkmeADh06YG5uzpYtWxQJdG5y1qbFxMS82wl0//79C6Mf+TI0NKROnTocO3aMLl26ANkjzMeOHWPUqFFqYxo1asSmTZvIyspC79+6qXfv3sXBwUEkz4IglEjqStXlmQe/ujV31arZybOz81vpq6BK14sINbFixQoAmjVrpnR87dq1DBgw4I37Utj27NlDxYoVadgw70o0Bw4cICMjg379+r2lnr0dr88lzo2FhUWBPkG/cuUKVapUUZqmCihKBF+9ejXXBDqn6IK6N2ImJiZcuXJFKQeD7FHruLg4kpOTuXz5MgsWLMDFxYXKlStr3feipNUiwhwPHjxg8uTJ9O7dm4h/f3MfOHCAf/75R6ede93XX3/Nzz//zLp167h16xZffPEFiYmJiqocXl5eSiX0vvjiC16+fMmXX37J3bt32bdvH76+vnh7exdqPwVBEAqD1nWejxyBFi2yk+d69eCPP0TyXMQkHb40vqckqX2VhOQ5Li6O0NBQPvjgg3yvvXXrFoBG15Yktra2Gr02b95coPbDwsLUjuznHHv27FmusW5ubshkMs6cOaN0/M6dO0RGRpKcnEx0dLTSuZ07d2Jra4uzszPdunWjfPny7NmzB319rcd0i5TWvT116hRt27alUaNG/P7778yePRs7OzuuXbvG6tWrCQoKKox+AtCzZ08iIyOZOnUq4eHh1KpVi4MHDyoWFoaEhCi9y3FycuLQoUN89dVX1KxZk3LlyvHll18yceLEQuujIAhCYdA6ed62Dfr2FVtzCyVaTilZTXY41ubakkTTahju7u4Faj85OVntyPWri/9yU6ZMGT777DPWrVtH9erV6dq1K6GhoYwePRoDAwPS09NV4ps3b86RI0eIiYnh2LFjXLt2jcTExAL1vShpnUBPmjSJWbNm8fXXXyv9kLZo0YKlS5fqtHPqjBo1KtcpGydPnlQ51qBBA5VJ64IgCCWJ1snzq1tzf/ZZ9tbcYnF0sVAUiwhLspxpBZrU49bm2pLk1fK9hcHExERp/4scKSkpivN5+emnn0hOTmbcuHGKOeZ9+/alUqVK7Ny5U2Un67JlyyoGPrt3746vry+tW7fm3r17JWoOtNZTOK5fv07Xrl1VjtvZ2Wk8T0cQBEHQjFbJsyTBjBng7Z395y++gE2bRPJcjOTMgdbF631gaWmJo6MjN27cyPfaatWqAdl5yrskPDxco1deI8V5cXBwICwsTOV4zjFHR8c8462srPjtt994/Pgxp06dIjg4mA0bNhAWFoatrW2+uz93796dhIQEfvvttwL1v6honUBbW1ur/UZfuXKFcuXK6aRTgiAIgpbJc1YWjBmTvSU3wLRpsGwZvFKFSBBKog4dOvDgwYNcN03L0bZtW+RyORs3bnxLPXs7HBwcNHpt3bq1QO3XqlWLu3fvKqbA5Lhw4YLivCacnZ1p2rQpLi4uxMTEqGx+l5ucxD9ni/mSQusEulevXkycOJHw8HBkMhlZWVmcOXOGcePG4eXlVRh9FARBeO9olTynpWH5xRewdCnIZPDjj9mJtOz9GKUsSYpiEWFJN2HCBMzMzBgyZIhKKVvILmywePFinJycGDp0KIcPH+bHH39UuS4rK4uFCxfy9OnTt9FtnTly5IhGrzZt2hSo/e7du5OZmcmqVasUx1JTU1m7di2enp5KFThCQkJy3bzuVT4+PmRkZPDVV18pjkVFRSFJqj+5v/zyCwB169YtUP+LitZzoHOqWDg5OZGZmUmNGjXIzMykT58+TJ48uTD6KAiC8F7RKnlOSMCqXz+MTp4Eff3s+c69e7+NbuYp7mU8u9efJiIihpoNXGnR3rOou1QsiDnQ2qtUqRKbNm2iZ8+eVK9eXWknwrNnz7J9+3ZFRZGFCxfy4MEDxowZw86dO+nQoQM2NjaEhISwfft2bt++Ta9evYr2gbRU2HOgPT096dGjBz4+PkRERFC5cmXWrVtHcHAwq1evVrrWy8uLU6dOKSXCc+fO5caNG3h6eqKvr8+vv/7K4cOHmTVrFvXq1VNct3HjRlauXEmXLl2oWLEi8fHxHDp0iCNHjtCxY0datGhRqM+pa1on0IaGhvz8889MnTqV69evk5CQQO3atXFzcyuM/gmCILxX/P1NFdtz55s8v3gB7dtjdOECkokJsl27oICjULq2wX8/Zy/foWLDh9yMiYMrH1LV4TOM9EsXddeEEqhTp078/fff+Pn58dtvv7FixQqMjIyoWbMmCxcuZOjQoQCYmppy4MABAgICWLduHd9//z1JSUk4OjrSokULAgMDxXRTNdavX8+UKVPYsGED0dHR1KxZk71799K0adN8Yz/44AN27drF7t27yczMpGbNmmzbto0ePXooXde4cWPOnj3L5s2bef78Ofr6+lStWpUffvgh381WiiOtE+iZM2cybtw4nJyclIb1k5OT8fPzY+rUqTrtYHERGRlJSkoKkZGRBY4XcSJOxIm4vMyeLbFkSfaKdR+fBIYMScp1kxS90FCse/VC/+5dMqysCFmxAvPatbXaXbCwni8rK4t//nmAhdMzyriGEf1SjyfPr0CmBQ5m2if4Rfn/T9cVHSQp+6WLdt43bm5uStMMciOXyxk8eDCDBw9+C716NxgbG+Pn54efn1+e16mrdta+fXvat2+f7z3q1q3Ltm3bCtrFYkfrOdAzZswgISFB5XhSUhIzZszQSaeKg2XLllGjRg2ljx8EQRAKi7+/KUuWZJd28vFJYOzY3Lfnlt+7h03HjujfvUumoyPB69eTXLPm2+pqvvT09HCpbA+yNFLTUslMMcHExIRMSbVU1vsmZwqHLl6CIBQdrUegJUlS2u88x7Vr1yhVqpROOlUceHt74+3tTVxcHFZWVtja2iptc2lnZ1egdkWciBNxJTMuMzOTtOQ0jM2M1f4OfJP7+fqimLbh45OAr685kMumJ5cuQefOiq255YcPY/nvhgfF6fs5ekpvdmy2ILP0YdxrpVO+vCvmqU2xMLItVv3MLy5nMwlBEIRXaZxA29jYIJPJkMlkVKlSRekfkMzMTBISEhgxYkShdFIQBKEoRT+PYd+qI0Q+fYmLe3naDm6Jidl/iVVWVhbXT9/i2YNwyjrb4lDDFrm+ZuXjXl0w+N/Icy7J89Gj0KULJCZC3bqwfz/Y2mo1beNtMTU3od/QHqRntiE54xmG8lLEvSzqXhU9XdVwfl/qQAtCcaVxAu3v748kSQwaNIgZM2ZgZWWlOGdoaIirqysNGjQolE4KgiC8bWmZmSSmpmFqaMCFfX9y98+HlHYoxd8nb+JUtRz12tRSXHvz7B32rTpCekoGevp6fPy/2nzYLP9tdV+vtjFkSO7TNpS25m7ZEnbtghKwZbGB3BIDefand3EUv0T/bdNVCbr3cAq0IBQrGifQ/fv3B6BChQo0atQIfX2tZ38IgiC8dSlJqVzY9ydxL+Op06Q2VetVzncKxr2IKDacv8LNe48ob2WFe6wRenI9zG3MeBkeTXpqutL1kU9fkpqURqUPXQn+5wnPQ/JfvKauVF2uA8krVvy3u2CPHrBhg9hdUBAEoQhpnQV/8sknPHjwgLVr1yqKl9vZ2XHgwAGcnZ1xd89/1EUQBOFtOb3jPL8HnQdkPPsnEhNzY1xqOOV6vSRJ/Hr1JpcfhZIQm8CzmDgyHFxxtbfi2YNwyldxoErdSkoxZV3KYGxuzMO/H6NvpI+9a95zbjWu8yxJ8P332bsKAowYkb1ZithdsMQSdaAF4d2gdQJ96tQp2rZtS6NGjfj999+ZPXs2dnZ2XLt2jdWrVxMUFFQY/RQEQSiQp3efYWxqhJ1LGV48jCUq9GXeCTQQn5JKRkYmFiZGJGdkkKEvp+3otpimZ2HrVAZzazOlmOofV0GSIPxRBGXKlcKuau4LqjVOnrOy4MsvsxNmgKlTxe6C7wBRxk4Q3g1al7GbNGkSs2bN4siRIxgaGiqOt2jRgvPnz+u0c4IgCNqQJImMrAylY67uzqQmp/H45lMsy1hQNp/RYT2ZjDY1qmBpYkR0UjIGWXpUcyhDxYr2VPjARSV5BpDJZLg3rErLz5vwYTN35LmMEGucPKelZc93zkmelyyBGTNE8iy8l65fv0737t1xcXHB2NiYcuXK0bp1a6Xtul1dXenQoUMR9rJkS01NZeLEiTg6OmJiYoKnpydHjhwpUFutW7dGJpMxatQolXMrVqygR48eODs7I5PJFDtIlkRaj0Bfv36dTZs2qRy3s7MjKipKJ50SBEHQVkJGPGejThGeFI6TmTONbD/BUM+I+u0/IjElnrTUDGo3qkl5N4d822pU2QU7czNO/HkdaxNjWtX7EBNDgzfqnybJc2ZmJomhkZTp2xe9I0eK1dbcgm6IKRzaOXv2LM2bN8fZ2ZmhQ4dib2/PkydPOH/+PIsXLy6RO9gVRwMGDCAoKIixY8fi5uZGQEAA7dq148SJEzRu3Fjjdnbu3Mm5c+dyPT9v3jzi4+OpX78+YWFhuuh6kdE6gba2tiYsLIwKFSooHb9y5YrYHlMQhCJzLfovTj+7THyijL8NgiHDHNeX5Ti49gSRUZHU+LgqztU1/x3lZl8Gq3rZazpKWZi+Ud80SZ6TE5I5umgXzdfMRe/FE7JMTNDbuRP+7//e6N6CUJLNnj0bKysrLl26hLW1tdK5iGJYvrEkunjxIlu2bMHPz49x48YB4OXlhYeHBxMmTODs2bMatZOSksI333zDxIkTc92V+tSpU4rRZ3PzXMp1lhBaT+Ho1asXEydOJDw8HJlMRlZWFmfOnGHcuHF4eXkVRh8FQRDyFRwdycvEFOSSKUnpaVwKecyxwNNEPnkBEvx17Boht0Lfer80nbZxf88ffLpiGuVfPCHJwJTfR8wSyfM7KGcOtC5e74MHDx7g7u6ukjxDwTfIEZQFBQUhl8sZNmyY4pixsTGDBw/m3LlzPHnyRKN25s+fT1ZWliIJV8fFxUXjjaiKO61HoH19ffH29sbJyYnMzExq1KhBZmYmffr0YfLkyYXRR0EQhHyVljsjZf4NxrHoJZujl2VDWsozDI0NkFvokRCbSGZ65lvtk8Zznu/cocpYL4wSoog3s2Z9gyHYlXd7a/0U3iZdbcP9biQh+XFxceHcuXPcuHEDDw+Pou5OkdB0eqyFhQVGBShveeXKFapUqaK02zJA/fr1Abh69SpOTrkvvAYICQlh7ty5rFmzBhMTE637UBJpnUAbGhry888/M2XKFG7cuEFCQgK1a9fGzU38shcEoeg0Lv8ht8LiCH4RhpWeDa1r1iKzgyPHN//By/AXuH1UAadqjm+tP/7+portufNMni9fhrZtMYqKItqmLL949sXUrZrSRi2C8L4aN24cbdu2pVatWtSvX58mTZrQsmVLmjdvjoHBm61LKClsbW01um7t2rUFWpQXFhaGg4Pq2pCcY8+ePcu3jW+++YbatWvTq1cvre9fUhV4NxRnZ2ecnZ112ZdiLTIykpSUFCIj898gIbd4ESfiRFzhxv2vQg3C45wwNzakjIEe0gdlaVu6OWGh4ZQpV4rY+FiIL/x+zp4tsWRJ9vw+H58EhgxJUrtJisGpU1gNHIheYiLptWrx1G8hdTPkuFR0xtTaSOM5nsXt/8O7FBcfr8UPjAbEToTaad26NefOnWPOnDkcOnSIc+fOMX/+fGxtbfnll1/o1KlTUXex0GlaDaOg+3AkJyerHbk2NjZWnM/LiRMn2LFjBxcuXCjQ/UsqrRNoSZIICgrixIkTREREkJWVpXR+586dOutcUVq2bBnLli0jM/PtfuQrCELBGRvo41raRvG1TCbDtlxpMMzKI0q3/P1NlZLnsWPVb89ttHs3lt7eyNLSSGvShNiAAPSSk7EDtaXyhHdD9vxlHVTheF8yaKBevXrs3LmTtLQ0rl27xq5du1i0aBHdu3fn6tWr1KhRo6i7WKhatWpVqO2bmJiQmpqqcjwlJUVxPjcZGRmMGTOGfv36Ua9evULrY3GkdQI9duxYfvrpJ5o3b07ZsmXfmcngr/P29sbb25u4uDisrKywtbVVmh9U0MULIk7EiTjdxD1/HMmTO8+wLG1O5doV0NPLf010YffT1xfFtA0fnwR8fc0BNSvNV66EkSOzs6Du3THcuBFbIyOkf0ecS9L/h3c9LmcUTih6hoaG1KtXj3r16lGlShUGDhzI9u3bmZazU+c7Kjw8XKPrrKysCjT/2MHBgdBQ1QXWOWXmHB1zn/q2fv167ty5w08//URwcLDSufj4eIKDg7Gzs8PU9M0qGRVHWifQGzZsYOfOnbRr164w+iMIgpCv548j2eb3G1HPXmJkYkjrfp9Q7/9qF2mfXl0w+N/I82vJsyTBrFnZuwqC2Jr7PSSmcOhG3bp1AUp8LWFNqJufrE5B50DXqlWLEydOEBcXpzRQmDMlo1atWrnGhoSEkJ6eTqNGjVTOrV+/nvXr17Nr1y66dOmidb+KO60TaCsrKypWrFgYfREEQdBIyK2nvHgWTcUPXHh2P5w7lx8UaQL9erWNIUPUTNvIyoKxYyFn97QpU8Tugu8hSZLpaArH+/Fzc+LECZo1a6byaff+/fsBqFq1alF0660q7DnQ3bt3Z8GCBaxatUpRgi41NZW1a9fi6empVIEjJCSEpKQkqlWrBmSXNlaXYHft2pV27doxdOhQPD09C9Sv4k7rBHr69OnMmDHjvSpVIghC8WJZ2gIDYwOePXhOSlIqpR1t8g8qJOpK1ams/UtLg4EDIWcX18WLYcyYt9pPQSiJRo8eTVJSEl27dqVatWqkpaVx9uxZtm7diqurKwMHDizqLha6wp4D7enpSY8ePfDx8SEiIoLKlSuzbt06goODWb16tdK1Xl5enDp1CunfSfjVqlVTJNOvq1ChgsrI8549e7h27RoA6enp/P3338yaNQuATp06UbNmTR0/XeHROoH+7LPP2Lx5M3Z2dri6uqqUkfnrr7901jlBEAR13OpUpNXnTbhz+QFlypemSbePi6QfGtV5TkyE7t3h4MHsrbnXrYM+fd5qP4XiQ0zh0M6CBQvYvn07+/fvZ9WqVaSlpeHs7MzIkSOZPHmy2g1WBO2tX7+eKVOmsGHDBqKjo6lZsyZ79+6ladOmOr3Pjh07WLduneLrK1eucOXKFQDKly//bifQ/fv3588//6Rv377v9CJCQRCKLz09PTzb18GzfZ0i64NGyfPLl9C+PZw/DyYmsGMHtG37VvspFC+SjjZS0c1mLMXf//3f//F/GuzI+foCNkE7xsbG+Pn54efnl+d1J0+e1Kg9KZcyMQEBAQQEBGjZu+JJ6wR63759HDp0iMaNGxdGfwRBEIqUJEkkJSVhZmZGYmKi2tXjmiTPes+eweefw82bYGMD+/ZBgwY6729WVhZ/HbvOg2vBVKpagSb/+xgzy7xXvD+6EcKj6yGky1Kp0aAKYQ+fk5mRiUPFssj1xYJGQRCE/GidQDs5Oals9ygIgvAukCSJVYcOszkkhLl16/LN2XN0KWvHuO7/U3zapknyLL9/H+uePeHpUyhXDg4dggIu8MnP3csP+D3oLDJkRNx5gUwmo82A5rleH3o/jF1L9hMbEUdSeiJ/Hr2GPN2ArMwsPBpXp93QlsjVVAUJvR/GP2fuYGBsgPOHDliUUlOeT8hXdh1o3bQjCELRyb9w6msWLlzIhAkTxMclgiC8c5KSktgcEsKpmrVo++AhZ+vW49fnESQlZVfV0GjaxuXL2HTqhPzpU6hSBc6cKbTkGSDuRQLpKRnYV7DDyMSIyKcv8rw+IiSKuKh4Kn7ogtxQn9vn72NgaICFjTn/nL1NxOMolZjYqDh+W3qQM7sucmLzHxzZcEplEy1BUzIdvgRBKCpaj0D37duXpKQkKlWqhKmpqcoiwpcvX+qsc4IgCG+TmZkZc+vWpe2Dh8RUdsPq7h2+q14VMzMzzZLnY8egSxf0EhJI//BDDI4cAVvbQu2zUzVHrO0sCbkVio11KarWrZTn9WXKlcKilBnBN56QmpSCRSkzUhJTyEzPRN9AH31D1X8WXobH8CIsGuca5UmISSTiSSQpSao7lwmCILwvtE6g/f39C6EbgiAIRS8xMZFJly8TU7MW1vfvEePiyuzLl7h4+mNmzMjeXjvX5DkoKHvOc1oaaY0bE7tuHbaFnDwDOFQoS6eRbXj24DmulV1x+6hCntc7VS1Hp5H/x/2rj8iSZ2BsbsStUw/IzMjk4/Z1KFOulEpMaUcbbMuX5vHNp4BE+Q/tMTY1KqQnereJKRyC8G4oUBUOQRCEd5GpqSm9nZ3h76uKOdAWN8ox46fsRXm5Js8//QRffJGd1fzvf8QsWgRGby/BLOtiR1kXO423rHb7qCJuH1Uk4t+C1U3aNyQzMwsTM/XbVluWsqDL6LbcOn8PAyN9ynnYabR1uqBKVOEQhHeDRgn069s75ic+Ph4LC4sCd6o4ioyMJCUlhcjIyALHizgRJ+KKf1yX2rX4tGoVzMzM+PDm/7HipwqADB+fBIYMSVLeJEWSMF20CPN58wBI9vIifu5cIgs4la2ovy/xiXG5XqtnCu4t3BRxSZFqdlvU8n4lIS4+Pr5AbQiC8G7TaAjBxsZGMVKhiXLlyvHw4cMCd6o4WLZsGTVq1KBevXpF3RVBEAqZJEnEvYgn7kV2smRmZoa/vykrVlQkJ3keO/a1hDErC/PJkxXJc+JXXxE/fz6oqWAhCDkk/pvG8Uavon6QtyQgIACZTKZ46evrU65cOQYMGEBoaKjiuqysLAICAujUqRNOTk6YmZnh4eHBrFmzSElJKcInKBlSU1OZOHEijo6OmJiY4OnpqfEW4gBHjx6lefPmlClTBmtra+rXr8+GDRvUXvv8+XOGDx9OuXLlMDY2xtXVlcGDB+vqUd4ajUagJUnil19+wdxcs7JF6enpb9Sp4sDb2xtvb2/i4uKwsrLC1tZWaRRe049KXyfiRNy7Fhf8zxMirt/DsrQ5NT+pgYGhQf5Bb3C/1+NCbofy+NZTUhNTcPVwxtXdCX0DfUXfnt59RqZ+OlXqVlJ7P0mSOLf7Muf3/QnAx+3rcOJGXebMyf6I3McnAV9fc+CV33/p6dlbcwcGZn+9eDFmY8ZgVgjPJ+KKNs7YWP20FuHtmjlzJhUqVCAlJYXz588TEBDAH3/8wY0bNzA2NiYpKYmBAwfy8ccfM2LECOzs7Dh37hzTpk3j2LFjHD9+XGz8locBAwYQFBTE2LFjcXNzIyAggHbt2nHixIl89/3YvXs3Xbp0oUGDBkyfPh2ZTMa2bdvw8vIiKiqKr776SnHtkydPaNSoEQAjRoygXLlyPHv2jIsXLxbq8xUGjRJoZ2dnfv75Z40btbe3V6nOIQjCu+fpvTD2rz6GlAByAzkJMYl80qPhW7t/yO1Qti/czd3LD4iPTsTe1ZZmPRvSflhrnt4NY6f/XmJfxJOalUJSXDIOnzuotBETGce5vZeRMrPH9GbNyuLA5f+S5+yR51eS58RE6NEDDhzI3po7ICB78aAgCIWmbdu21K1bF4AhQ4ZQpkwZ5s2bx+7du/nss88wNDTkzJkzNGz43++foUOH4urqqkiiW7VqVVTdL9YuXrzIli1b8PPzY9y4cQB4eXnh4eHBhAkTOHv2bJ7xS5cuxcHBgePHj2P079qP4cOHU61aNQICApQS6OHDh6Ovr8+lS5coXbp04T3UW6DRFI7g4GAePXqk1cvJyamw+y4IQhGLfPqCxOhEKn7ogqGRwb9VGnQjMTaRc3su88euC0Q9Uz+nOPReGFGh2ef0DfTJTM/k1vl7vHgWTdiD58S9iKfiBy7o6ckIuZVL3/79TFymJ+P433U4cNkTyF4wqDJt4+VLaN06O3k2MYHdu0XyLGglZxGhLl7vsyZNmgDw4MEDAAwNDZWS5xxdu3YF4NatW2+vcyVMUFAQcrmcYcOGKY4ZGxszePBgzp07x5MnT/KMj4uLw8bGRpE8A+jr61OmTBlMTEwUx27fvs2BAwcYP348pUuXJiUlpUTPWNC6CocgCEKOUvbWmFgYE3zjCRIS5d1UR3gLIjMzk70/HeHmubtIksSt83fp893/VK6ztrPCxMyIlMRU0pOz6xIbmRhiZGKIjb01RqZGPLkdSjrJ2FQ0JCEtiSMhj3gaH4d7aTs+KV8Bazsr6v5fbebOlXHwz+zk+btJyXxQ6nd2+D+jRsMq2HWwg9BQaNMG/vkHrK2zt+ZW8w+2IORFlLHTjZzN3GxsbPK8Ljw8HIAyZcoUdpcKTVSU6uZG6lhYWCglsZq6cuUKVapUUSkWUb9+fQCuXr2a56Bos2bNmDdvHlOmTKF///7IZDI2bdrE5cuX2bZtm+K6o0ePAlC2bFlatmzJ8ePHkcvltG7dmhUrVuDq6qp134uSSKAFQSgw52rl+LR/c2KfxmNjZ02dT2vqpN2kuGSe3gujTLlSmJgb8/xxJC+eRWNcSnlqWNV6lWg/rDXn917m2YPn2Lva0axnI6zKWGJZ2oK2g1ty5+GfxJR9jKzcZfY/fsTRxxWJSM5k16MbXIx0Y0zNhvxx52MO/pk9ojdrVhYV5Qe5dPAuaaTyPDiCasZQdnAfCAkBR8fsrbk9PHTyrIIg5C82NpaoqChSUlK4cOECM2bMwMjIiA4dOuQZN3/+fCwtLWnbtu1b6qnuaVpPfu3atQwYMEDr9sPCwnBwUB38yDn27NmzPOOnTJnCo0ePmD17NrNmzQKyS4Lu2LGDzp07K667d+8eAMOGDaNevXps3bqVkJAQZsyYQatWrfj7778xNTXVuv9FRSTQgiAUmEwmo0qditi1LdgirdyYWphgW740968EI5NBWRdbrO0sSclIVrpOT0+POq0/pE7rD8nMzAQJ5PpyRd9qNfcg2f1PZE8isNeLQF8/iVpWVdgZ34DkzCzOh4dwZ6sHAX7Zo1OzZ8PEiRLLv3yBVRlLDCz1yLp4mdI95kFMNLi5weHDUMJGSoTiQ9SBLpjX5y+7urqyceNGypcvn2uMr68vR48eZfny5VhbWxdyDwuPptUw3N3dC9R+cnKy2pHrnAW0ycnJKudeZWRkRJUqVejevTvdunUjMzOTVatW0bdvX44cOcLHH38MQEJCApC9Tm7fvn2KWvLly5end+/ebNq0iSFDhhToGYqCSKAFQSh25PpyOo74lMuHrpGWls6Hn7hjWcqClIjcf5HL1ZSPC02M4Uz4PZzT7xKbCaUxpYJZCJZyVwz1XAkOqsVvAf8lz9mbpMip/nEVzu2+jO31Kwy6sh399FT46KPsuc8FrOggCMC/dex01M57ZNmyZVSpUoXY2FjWrFnD77//nud0ha1btzJ58mQGDx7MF1988RZ7qnuFvfjRxMSE1NRUleM55f9enceszqhRozh//jx//fWXIin+7LPPcHd358svv+TChQtK7Xz22WdKGzH16NGDfv36cfbsWZFAC4IgvCmbsta09vrkjdo4+fQ+F0NMKGuhh55BMunppSlvXppKVqU5sq4O1wKyp5y8vsNgs54NqRJ8hfK7tqKXkQ4tWsCuXaDFhlKCIOhO/fr1FVU4unTpQuPGjenTpw937txRKbF75MgRvLy8aN++PStXriyK7upUzjzu/FhZWeWb7Krj4OCgVFM7R1hYGACOjo65xqalpbF69WomTJiglBQbGBjQtm1bli5dSlpaGoaGhop2ypYtq9SGXC6ndOnSREdHa933olSgBDomJoaLFy8SERFBVlaW0jkvLy+ddEwQBOFNvYxNJCzOnEtJDale6hrmiabUKdcBvV+6cG1tdtVmddtz669dg/O0ryEri5T27TEOCgJRD1jQATEA/ebkcjlz5syhefPmLF26lEmTJinOXbhwga5du1K3bl22bduGvn7JHydUNz9ZnYLOga5VqxYnTpxQ2XU6Z+S4Vq1auca+ePGCjIyM7Cl0r0lPTycrK0txrk6dOgAqyXpaWhpRUVEaz/UuLrT+ydqzZw+ff/45CQkJWFpaKhUml8lkIoEWBKHYqF/GlaN37/J3dDkevyhDp6wP8d/fgfnfZ4+UqCTPkgS+vjB5MgDJ/foRP2+e2ExD0B1Jlv3SRTvvsWbNmlG/fn38/f0ZO3YsxsbG3Lp1i/bt2+Pq6srevXsLNBpbHBX2HOju3buzYMECVq1apagDnZqaytq1a/H09FSqwBESEkJSUhLVqlUDsjcbsra2ZteuXcycORNDQ0Mge77znj17qFatmuL/Q7NmzbCzsyMwMJBvv/1W8Xs1ICCAzMxMWrduXaD+FxWtE+hvvvmGQYMG4evrWySrJZctW4afnx/h4eF8+OGH/Pjjj4pSK3nZsmULvXv3pnPnzvz666+F31FBEIpcPVdnvGOacvTyVcpYmnP/91bMnZ1L8pyVBV9/DYsXZ3/93XfEjx4NYvcyQSiWxo8fT48ePQgICODzzz+nTZs2REdHM378ePbt26d0baVKlWjQoEER9fTNFPYcaE9PT3r06IGPjw8RERFUrlyZdevWERwczOrVq5Wu9fLy4tSpU0j/1lGUy+WMGzeOyZMn8/HHH+Pl5UVmZiarV6/m6dOnbNy4URFrZGSEn58f/fv3p2nTpvTr14+QkBAWL15MkyZN6NatW6E+p65pnUCHhoYyZsyYIkmet27dytdff83KlSvx9PTE39+fNm3acOfOnTy3ag0ODmbcuHGKwuuCILwf9PRkfPpRVWo6WrNkiRlz52QvOlJJntPTYdAgyPll7+8PX34JERFvvc/Cu01M4dCdbt26UalSJRYsWEDr1q0VG368OqUjR//+/UtsAv02rF+/nilTprBhwwaio6OpWbMme/fupWnTpvnGfvfdd1SoUIHFixczY8YMUlNTqVmzJkFBQfzvf8r1+728vDA0NGTu3LmMHz8ea2trhg8fjq+vr9qF4MWZ1gl0mzZtuHz5MhUrViyM/uTphx9+YOjQoQwcOBCAlStXsm/fPtasWaP2Lwxkb8jw+eefM2PGDE6fPk1MTEye90hNTVVajRoXFwdAZGQkKSkpREZGFqjvIk7Eibiii5szB5YsyV5o5OOTwJAhSf/lxklJWA0ditHRo0j6+sQtXkxq9+4QEVFink/EFV5cfHx8gdrIjdhIRTsDBgzIdV6vnp4e9+/fV3wtvS/flEJgbGyMn58ffn5+eV538uRJtcf79OlDnz59NLpXr1696NWrl7ZdLHa0TqDbt2/P+PHjuXnzJh988AEGBsobG3Tq1ElnnXtVWloaf/75Jz4+Popjenp6tGrVinPnzuUaN3PmTOzs7Bg8eDCnT5/O9z5z5sxhxowZOumzIAhFz9/fVCl5fnV7bll0NFb9+mF46RKSiQmxv/xCWiF/XCoIgiCUfFon0EOHDgWyE9PXyWQytSsxdSEqKorMzEyV8idly5bl9u3bamP++OMPVq9ezdWrVzW+j4+PD19//bXi67i4OJycnLC1tVVanZrXlJG8iDgRJ+Lyj5MkiUfXQ3j+OJIy5UpRuXYFpQXLmt7P1zd79Bmyk+fpUw1Jis/EzMoUg8gI6N4dbtxAsrYmYcMW8PwY2zLKi6ML4/lEXMmJ0/0CUtm/L120IwhCUdE6gX69bF1xFR8fT79+/fj5558pU6aMxnFGRkYF2kteEATduffXQ35bdpDEmCRMzI1pP7w1Ho2qadXG7NkSkydnJxlt6p2lfsVoFg1/yP0rj6hoksZXwTsxjghDcnTk6sQFnPjtIfz2EM8OdWjYqZ5KEi0IuiCmcAjCu6HEFEgsU6YMcrmc58+fKx1//vw59vb2Ktc/ePCA4OBgOnbsqDiWk/zr6+tz584dKlWqVLidFgShQELvhZMQnUilD115dCOEkFtPtUqgsyvR/Zs81z5HLcej7FkRSXqMhGtaBCP/2YNxVgoZrhVJ3L6L4z+dQcrMzkjO7/2TGg2qYmNn9UbPkBifRIp5Ksam2r0hf/bwOc/+iaCsiy0OFcvmHyAIgiC8dQVKoE+dOsWCBQu4desWADVq1GD8+PGFWuXC0NCQOnXqcOzYMbp06QJkJ8THjh1j1KhRKtdXq1aN69evKx2bPHky8fHxLF68WKmuoSAIxYuVrSX6Bvo8ufMMgFL2NhrH+vrCd99l//nTD8/Sqekdnj83JCYynhoxYfgknMBESuephQPShh2YOzmD9AcyvX9HnN9wiFCSJC7s+5OrJ29gbVmKln0aU6NBVY1iH11/zIG1J5CSZFjbWtBldDsqeDgXuC+CIAhC4dDL/xJlGzdupFWrVpiamjJmzBjGjBmDiYkJLVu2ZNOmTYXRR4Wvv/6an3/+mXXr1nHr1i2++OILEhMTFVU5vLy8FIsMjY2N8fDwUHpZW1tjYWGBh4eHoti3IAjFz4ef1KBR13rYV7SjSXdPKtd2JSM9A4DkxBQSYhKVVtxLkkRiYuK/yXMiIDFjRgadm93m7p8PCbkTSuPMZ0yNP4qJlM5N43Kc/Wo+Zeu5Y21nRb22tZEkCUmSqNe2NtZvMPocHhzBpYNXyUzPIi4qnuOb/yA1OTX/QODRjRASoxOp+IEzMc/jePT34wL3QyiuZEg6eIk50IJQtLQegZ49ezbz58/nq6++UhwbM2YMP/zwA99//73GZUwKomfPnkRGRjJ16lTCw8OpVasWBw8eVCwsDAkJUdqLXRCEkunR9RD+OXuH2Mg47l95xOWD13CsVBa7qqX58/A1jPRMqN3cg096NiTy6QsmL1nLr0mGRK3+BHpfprOdMy0/tOFYYDQGhvo0eXidAc9+Rw+Jq6WqcvvLGXSb0BVDo+wqQk26fayYImJT1vqN5j9nZmRvXWtiYYJBliEZaRlkZWq2dsTcygwJieePI9GTyzC3MS9wPwRBEITCo3UC/fDhQ6V5xTk6derEt0o7ExSOUaNGqZ2yAbnXJ8wREBCg+w4JgqBzp3eeJzYijsT4ZB5ee4x7o6rcvvSAS6euYGphjJ2tCRf2/0XljypwaMNxtsfoETukEdR6CDVrEfP3VW79GYmBvpxe3KbOs1MA/OlSjxPN+tGlY30Mjf/7FEomk2k1TSQvDhXsqFa/Crcv3cPa3IB6bWtjYq7ZlsI1m7mTEJtIQlgyLi0/oFbzgm3NKxRjYicVQXgnaJ1AOzk5cezYMSpXrqx0/OjRo2JesSAIOiNJIP278NfASJ+05HQyMzLRNzDA0MSQpIQU0lLS+fVoNWKveED9h1DPDYvbt5lbty4JJrG4b/qJOg/+AODmp/8jefg4ulayp2JNl0Lrt1xfTqu+TfigaXUcHOyxc9a8CpCxqREtejcpcNk1QRAE4e3QOoH+5ptvGDNmDFevXqVhw4YAnDlzhoCAABYvXqzzDgqC8P5p0u1jDqw5RlZWFk7VHMlMz8SlRjlqOlfj5pk7xL1MwKNxNTbvdmLfBVvovQlq1sLk+j/EV6nMpEuX2H30KJb/Js/3Bo2itO9kapR9O1Ut5PpyHCuWxc7O9q3cTxAEQXi7tE6gv/jiC+zt7Vm4cCHbtm0DoHr16mzdupXOnTvrvIOCILx/KteuwKBZvUmKT8HIzJC4qARsylqRkBzPB42rYWVuzZrNdkyZqgeY0sKgFHG/n2VOvTrMuvoXvfftxWLvXpDLYe1arNq0KepHEgRA1IEWhHdFgcrYde3ala5du+q6L4IgCApmVmaYWZkBYGljAUBiSgKlHUrxyy92TJmSfd3s2TJ8fLqRlJSEWVoaDXzGYXrhAjITE9i+Hdq3h4iIonoMQXjN+70TYVpaWlF3QRDypOnPaInZSEUQBAHA399UsT33jOkZjPs6C5nMENOYGLI+/RSzmzfB2hr27oVGjYq0r4IgZNPX10cmkxEaGlrUXRGEfMlkMvT1806RNUqgS5Uqxd27dylTpgw2NjZ5lnh6+fKldr0sISIjI0lJSSEyMrLA8SJOxIm4N4ubPVtiyZLs0m79P7tPZthORi+Mo3KpLIZN+QmrFy+JN7XkwdxlOLq5KUaeS8rzibjiFxcfH1+gNnL1nlbhMDAwoHLlymRkZBR1VwQhX/r6+hgYGOR9jSYNLVq0CAsLC8Wf36RGakmxbNkyli1b9v/s3Xd4VGX2wPHvlEwmddILKSSh9xY6iBQBQVBhLVhR0VWjiB1QFxtFf66ibnZZsVd0FbGgiFJUkC69ExISIGVSJpPMZJLMzP39MRKJSSAT0jmf55lnMzP3vPe8E5ec3Lz3vDgcjqZORQiB68rzmeL5gfuMBOR/wcmgAgJMady18GsMlhKMhiDe7n8Lqt9zuXFiOR66c/8DKERju0jrZ8BVRJ+vKBGipahVAX3rrbdWfD19+vSGyqVZSUpKIikpCbPZjMFgIDQ0FH9//4r369pmSuIkTuLcj1uwgIplG3PmFHP/nU7em+dFL8tRZrzxJV62MlJjw/n8xvtQnQ5Ar/UkNCS0Uq/nxshT4lpfnF6vr1OsEKJ1c3vbPo1GQ041N+Tk5eWh0WjqJSkhhDjDtT236+s5c4qZNctKWGwIY7zzuCf5XbxsZRzpmcCbz83EkuuFWq1i4MR+VYpnIZoFpR4fQogm4/ZNhEoNvXNKS0vR6eQHlhCi/pxdPM+fDzNmWAHQvPMO/ZY+j8rppGDMaErff5VZ/m0oHWxD56klNKb2m5cI0bgu7i4cQrQWtS6gX3vtNcB1Z+Kbb76Jr69vxXsOh4NffvmFzp0713+GQoiL0l+L57lzISdbwfv112H+fFf5cMcdBC5ZQuCZu6U71DyeoigU5BQCEBDqf1HcyyGEEKJh1LqAfuWVVwDXD6ElS5ZUWq6h0+mIi4tjyZIl9Z+hEKJVKcgpZPPKHQAMnziEwDBDpfdPp2Qxf77Cv9+JBP4snnE68Z03D+///heAA5dOIWPYDcTvPkFEXBj+wX6VxiktKWXbql0UZJvwj/KhMNfM0Y0nQAWDrujHkMn9pYgWje9ivotQiFak1gV0amoqACNHjmT58uUEBgY2WFJCiJZBURSO7Uxlx+m9BIQa6HdZT3R6HSUWGxqtBp1n5Tvuy2xlfJ28ij1b9wNQkGZm2pyrK9Yrnzh4kntvPc132wYAMPMuI3PnhkJ5OdxxB94ffADA6l6T+cW3PxnzvyQwwkDHfu24euYEIhP+3Kr7txXb+PnzTajVaiylRTjsTiIjI1GcCpu/3UHXwZ2qFO9CNDSpn4VoHdxeA71u3bqGyEMI0QKlHzrF6vfWoyrTACpKikvQ6XVsX70bT72OMTdfQoe+CRXHF+YWkZWWQ3hb1xrlrLQcTEYzYX+sWZ7/nLOieB7d7VdG9bSA9RK49lpYuRJFo2HHzTPZaIpAq1Zhs9rw8gsnKy2H/ZsOVyqgT6Vk4anX0aZ9BL9v3I3T7vhz2ahUH0IIIS5AnXYiPHnyJF9//TXp6elVtjx8+eWX6yUxIUTzl59lwmouoXtiVzJTsjm4+SjFJgsarYbi/GJ++vAX4rrHVPRj9gvyJbhNEAd3HUZxOujYvUPF0osFC2DpJ7EAjO29iUFxmwjx6QVjx8LGjaDXU7h0KfaIjvh+vI0T+zNQa9ToPD1QFKpc7Y7rHkPq3nSO7UxFp9fRtmsUpfnlqFQqBl7Rl4BQf4RodK3kErTJZCIgIKBpkxCiCbldQK9Zs4bJkyeTkJDAoUOH6N69O2lpaSiKQt++fRsiRyFEHZVYbNjL7PgG+FRZ71tabufQadeOa4FaBbullL0//Yql0ELXQZ1o3ycecN0knLYvA3u5g7hu0Xh6eVaMERodjE+AN8f3nECtUdM+LhTTNjP+QX4oToUyWxlOh7PieL23J5PvHUfJa1YObztKQY6Z7T/s4ucDA3jySVd+M64/wdD2acQFxTP4pUdg/z7X1tzffENZx47EKwphs8JJ3ZfOwc1HKC8tp027CPqM7lFpfoOvSMRDp+WnD3+hMMtE7ukCxl07ks4DOxAQZpD1z6KJtLwuHC+88AJxcXFcd911AFx77bV88cUXRERE8N1339GrV69Gy0WI5sLtAnrOnDk88sgjPPPMM/j5+fHFF18QFhbGjTfeyPjx4xsiRyFEHRzensKP76+nrKSMniO6MeqGYZQ7nKzddoTUzHxOWYuwOOyoVSoSDJ7o92aTvuMUGo2GYzvTuPGJqYTFhrDmo1/Z9v1OHHYnnfq34+oHJlZc7Y3uEMnld4zCkmXDL9iPbkM7odaoObT5KFqdlv7j+1QquAECww1YC634BvjiodPy/HNOftjpKgZcNwy2haNlrivPaWkQGQmrVkHPnpCTg0qlIqFnWxJ6tmXk9UOxWUrR+3iiVldua6/RavAL9MVe5iC2Swz5mfns++0wgyf3B6DYUkp2TiFenjpyMk2Ultrp0CmCoGBfhBB/WrJkCR999BEAP/74Iz/++CPff/89n332GY8++iirV69u4gyFaHxuF9AHDx7kk08+cQVrtZSUlODr68uzzz7LlVdeyT333FPvSQoh3OOwO1j3yQZMOWZ8Dd5sW7WTDv0SSC8tY92OYyga2JOdTaeYUCJCDBzJzMIvLYugEH+C2wSRti+d/CwTvoE+7N94CB+DD16+elJ2pZGVmkNs56iKc8V3b0vYqD93ept091gSx/bGw1NLRFzVHeAcdiflZeV46nX8cnAgP+zsB5zVbWPnThg/HnJyoH17WL0a4uOrnadarcbbz6vGz0Gr06LRaigpLqG81IGnl+tmxQKThc9WbOdUlglTbjE6B/h4ehAdHcT1twzFz7/mMYW42GRlZRETEwPAt99+y7XXXsvYsWOJi4tj4MCBTZydEE3D7Z0IfXx8KtY9R0ZGkpKSUvFebm5u/WUmhKgzRVGwl9vRemjReelw2J047Q4KiqwoKMSGBqBVqcktsmI0W/DR62jXJZZik4Xje04QGh1EeNsQPDw98PLzwpxXRH6WCU9vT7x8z721sYfOg9jOUUTGh1e7TELv7UmfkT349cAgvtnkKp6fe9bhKp7Xr4cRI1zFc58+sGFDjcVzbbTrFUfi2J4oipPwuFBGXj8UgMPHssk4lU9kmIHc3CIs5Xbi4kLJPG0iO7OwzucT4rxa4E6EgYGBZGRkALBq1SrGjBnjmoqi4HA4Gi8RIZoRt69ADxo0iA0bNtClSxcmTJjAww8/zN69e1m+fDmDBg1qiBybBaPRiM1mw2g01jle4iSuMeM6D09gw4ptFJ0y075PPLpALUGloLLbOHg0jRgvLX6+WgI9oEdMKNE9/YiODcVmsRHfPQa7uhxTYQGJk3uyYflmymzl9B3XDUXnICcn54LyXP17b9btdXXMePxxM3f93Ybp3e8w3H03qtJSyoYMofC991BUKlcxfQGfS5+J3QnubkCn88Az0IOcnByKi0xYrYVkZ5dR7rBSaLJy8JAdX189ZXbLBc9P4lpPXFFRUZ3GaE2mTJnCDTfcQIcOHcjLy+Pyyy8HYOfOnbRv376JsxOiabhdQL/88ssUFxcD8Mwzz1BcXMynn35Khw4dWlUHjuTkZJKTk+W3a9Fi9RzRjaiOkZSX2gmNDkaj1dAxNoxrRmvJNVkIDfQlNtzVz/1MwdD70m5VxontHMW0OVNQFKXKOuO6WLzYm9dec60znjOnmFmzbOg/+gi/Rx5B5XRSevnlFC5ZAvpzX+muLZVKhbdP5SUZnTpEcDLTRFq6kcS+cQR4eqJRQbeesYSE+tUwkhAXp1deeYW4uDgyMjJ48cUXK3YizszM5N57723i7IRoGm4X0AkJf/Z09fHxabW7DyYlJZGUlITZbMZgMBAaGoq//59tr8LCqq7trA2Jk7jGjKsu/lxjNnSeCxbAwoWur+fMKWbBfB94MRlmz3a9eMcdeC5ZQpj23P801Ueet06LpLTUjk6nRa0+d0eDlvZ9l7j6i9PX0y9yFVpgG7tNmzYxa9YstH/5/+X999/Pb7/91niJCNGMuH05acaMGaxfv74BUhFCtGYLFsATT7i+njOnmFkzi+HRR/8snh9/HJYuhfMUz/VFpVKh13uct3gW4mI3cuRI8vPzq7xeWFjIyJEjmyAjIZqe2wW00Whk/PjxxMTE8Oijj7J79+6GyEsI0YqcXTzPnw+zkgrxe+AB+Oc/XS++9BIsWgTSm1mIZkdRlGpvCM7Ly8PHx6cJMhKi6bl9qeerr76ioKCA//3vf3z88ce8/PLLdO7cmRtvvJEbbriBuLi4BkhTCNFS/bV4njvLSulVt+H544+g0cDbb8MttzRtkkI0FkXletTHOA1sypQpgOuvNdOnT8fT88+e7g6Hgz179jBkyJAGz0OI5qhOdwQFBgZy1113sX79ek6cOMH06dP54IMP5G5cIUQlVYrne00wbhyeP/6IotfDl19K8SxEM2UwGDAYDCiKgp+fX8Vzg8FAREQEd911Fx9++GFTpylEk7igxYbl5eVs376dLVu2kJaWRnh4eH3lJYRoIUosJezbcNC1lXefeHR612YlVYrn2zLhknGwdy9Of38KP/yQwEmTmjBzIcS5vPPOOwDExcXxyCOPyHINIc5SpwJ63bp1fPzxx3zxxRc4nU6mTJnCt99+y6hRo+o7PyFEM1ZWWs73b60l+1AeKpWKXpd2ZdI941i0SF25eL72GAwdC6mpEBFBwccf4+hWtWWeEK1eC+zCMW/evMY7mRAthNsFdFRUFPn5+YwfP5433niDSZMmVVoXJYS4eBRkFpBx6BQxbWMoL7Vz9PdU5j1VxvMLXK2/5s+HuZfvhKF/bM3drh2sXo3jjz6yQojmLzs7m0ceeYQ1a9aQk5ODolSu3mW/BHExcruAfvrpp7nmmmsICAhogHSEEBdKURROmExkm4poHxxMkJ93reIsZgvHTqfiH+xHaHQwVqsVHx8fLBYL3t7e1d6F7+XnhbefF8aMPJxOJ79njeLrt88qnof+DJdOBrMZeveG77+HiIhKuwsKIZq36dOnk56ezlNPPUVkZGS1/xYIcbFxu4C+8847ATh27BgpKSlccskleHl51djmRgjRuDacOMGyg0fJK7IQofVhzmUj6dGuzTljTEYz3/53NcWZJfgEeFOc6Ms6lY1FiYnM3r6dabGx3DVubJX/j/sH+zHqhuEc2ZjKyo3d+Hpjd+CP4rnrChh3PZSWwogR8NVX8McNSfLvhbhotcAlHBs2bODXX3+ld+/ejXdSIZo5t7tw5OXlMXr0aDp27MiECRPIzMwE4I477uDhhx+u9wSFELXncDpZdfgIuSYLBo2ejLIilm/ce9641H3pZKZkE90xElNeAZ+mZ/Bzz95cnnKcn3v25pP0dKxWa7Wx7XrFcUp3Hf/76aziOeJtmDrVVTxfeSWsWoXi78/OtXtZ8vB7LHvhSzKOnK5+Dg4HORm5mIyFdf8ghBD1JiYmpsqyDSEudm4X0A8++CAeHh6kp6fj7f3nn4avu+46Vq1aVa/JCSHco1ap0Gk02HFSrnKgQYW6Fj/4dHoPVGoVhblFqJ1aphNIQEY6pvYdCMhIZ1FiYo134C9e7F35hkHti3DHHeB0wu23w+efg16PMSOXNR/9SmGOmZNHsvjpg5/Z88sBDmw+QpmtDACH3cH3b63l3aeW8c6Ty9j98/56+2yEEHWzePFiZs+eTVpaWlOnIkSz4fYSjtWrV/PDDz8QHR1d6fUOHTpw4sSJektMCOE+lUrFdT17ULRjP9nmIjp6BHH14J7njevQN4HTI7MwHi0gulsE70UUY4qJJeDYUUwxsczevp2VnTpWKaIXL/Zm4ULXDYHzn3cyt+Bx166CAI89Vml3wZJiG6XWUkJjQrA5bRzZkYI1pxSNh4Yew7twZdJ4Th45zZ71+/EL8qPYZOHXLzbTdXBHPHQe9ftBCdFUWuASjuuuuw6r1Uq7du3w9vbGw6Py/x+r2+ZbiNbO7QL6zA1Ff5Wfn9+qu3EYjUZsNhtGo7HO8RJ38cRlpeVwfPcJSsotdOz/5wZD6SYT3x04jKPcyYiEeLrHRNR7nsEqFc+NGoqxoJgAXy/8fbXknOemvUKziV5ju2CYakCr02LasBFl+zae6NKJ+du3MTE8jOLiYiwWS0XM2cXznMcLeXDv3+HTTwEomjePknvvhbPmofFVEZwQwLE9KRQWmSh1lOId7omz3Mnu3/bQbWQHikwWikuLcRY7sFqtqL2dGI1GtB7aC/5cJE7i6hJXVFRUpzFak8WLFzd1CkI0O24X0MOHD+f999/nueeeA1xXvJxOJy+++CIjR46s9wSbSnJyMsnJydKeR7itIMfEyjd+JPdUPiXlVvKyCoi5L5pcq4VFv/5MqqkArUrN0dw8HvIeRmxwQL3n4OWpIzYiyK0YlUqFp5frl+BbLhnO3/7owvFhQkKVLhxnF88P3HuKeb+7tuZWNBqKXn4Z2/XXVxlfp9dx+YzRnDx8muysbLZ+v5P80yYUp0JIVBCePp74BfvSc3hnDm1Nwdvfi8FXDqgonoVoHVR/POpjnMZx6623Ntq5hGgp3P7J9OKLLzJ69Gi2b99OWVkZjz32GPv37yc/P5+NGzc2RI5NIikpiaSkJMxmMwaDgdDQUPz9/SveDwsLq9O4Etf64/LTCinNt9Ojf3dOHD9B4UkLwUHBHC0rIU+rIiI4HIfWibFUQeXlc84xz35PURROHjmNKcdMZLtwQtrUXCD/dcyy0nLSD5xEpVYR1y0GjVZT5/ktWAALF7q+nvtgLvN+m4puyxbQ61F99hn+kybhf474tvGx5OTkEBkVyZENqag1KoZNGUTb+FgArntgKgXZJnR6Hb4B1a+7bo7fd4lrnXF6vb5OsTVRAap6WH7R0OWz2Wyu+JlnNpvPeezZPxuFuFi4XUB3796dI0eO8K9//Qs/Pz+Ki4uZMmUKSUlJREZGNkSOQrQowW2CCIwwkLYvneKSYroO6YhGq8HHQ0eglxdGs4WyMgcJvoHEBBlqPe6BTUf47s2fsJishEQH8beHJhERd/7CwGF3sPKNH9m34RAqlYo+o7tz+R2jUavdvoe48vbcs808+vUIPA4cAIMBvvkGhg+v9VjtesUx+LIBVV5XqVQERQS6nZsQov4EBgaSmZlJWFgYAQEB1badPNOOUv5SKy5GdfrbqMFg4IkzP0WFEJWERgcz+d7xHNx8hFLFRu9LXVtW9wgNZ3qffqw6egQfrQe39OhNmH/td+Q7sOkwNksp8T1iOb7nBKl702tVQOeeyufIthSCIwNxlDs4uPkoQ64cQGBY7Yt3+Evx/FAecz8bAMeP4wgLQ7N6NfTq5dZ4Qojma+3atQQFuf7KtW7duibORojmp1YF9J49e2o9YM+e57/jX4jWLr57LPHdYyvdvKdRq5ncoTOT2neq0yYihhA/7GV2ctJz0Xpo8fb3qlWcp7cOT28dppxCnA4nhjADnl46t85dqXi+7zRzP+oL2dk42ral4LPPCJHiWYhWZcSIEdV+LYRwqVUB3bt3b1Qq1XkbqcufcsTFxul0cnDzUXJP5hHWNpTOA9qftziu6w58gyf3p6S4lKzUbBLH9qLbkE61igsINTDm5hFsWL4FtUbNpdcNwduvdsU3/KV4npHK3Pd7u7bm7tWLgg8/xFnH9aVCiJbDZDLx1ltvcfDgQQC6devG7bffjsHg3l+yhGgtalVAp6amNnQeQrRI+zYc4tv//kiptRS9r54r7x1H18G1K2zd5Rfoy5VJ4+sU231oZ7oO7gjg1trnSsXzjQeY+0Ff1+6Cl1wCX32Fs6ysTvkIcdFqgX2gt2/fzrhx4/Dy8mLAANd9Cy+//DLz589n9erV9O3bt/GSEaKZqFUB3bZt24bOQ4gW6dSxTMpLy2nXK47ju0+QeTynwQroC+XuTYOViucpO5j7yQDX7oKTJ8OyZeDlBefpLy2EaPkefPBBJk+ezNKlS9FqXWWD3W5nxowZzJo1i19++aWJMxSi8dX6J+q9995LcXFxxfNPPvmk0qYKJpOJCRMm1G92QjRzYTEhqNVqThzIwEOvJSTKvd7LzVWl4nn8L8xdnugqnm+7Db74wlU8CyEuCtu3b+fxxx+vKJ4BtFotjz32GNu3b2/CzIRoOrUuoP/73/9itVornv/9738nOzu74nlpaSk//PBD/WYnRDPXe2R3xt8+kt6jujP+9lF0H965qVO6YJWK52HfM3fVHzcQPfoovPUWaGVjEyHqTKnHRyPx9/cnPT29yusZGRn4+fk1XiJCNCO1LqD/egPh+W4obCjJycnExcWh1+sZOHAgW7durfHYpUuXMnz4cAIDAwkMDGTMmDHnPF4Id2m0GvqP78Oku8fR77JeaDTVb1DSUlQqnvt8ztwNf/xV6cUXXY863gAphGi5rrvuOu644w4+/fRTMjIyyMjIYNmyZcyYMYNp06Y1dXpCNIkWdSnp008/5aGHHmLJkiUMHDiQxYsXM27cOA4fPlztTlPr169n2rRpDBkyBL1ezwsvvMDYsWPZv38/UVFRTTADIZov1/bcrq/nd/6AuTtvAY0Gli51Ld0QQlyUXnrpJVQqFbfccgt2ux0ADw8P7rnnHhYtWtTE2QnRNNzfiqwJvfzyy9x5553cdtttdO3alSVLluDt7c3bb79d7fEfffQR9957L71796Zz5868+eabOJ1O1qxZ08iZC9G8uYpn16Yu89u+wdxDt4BeD8uXS/EsRD1SKfX3aCw6nY5XX32VgoICdu3axa5du8jPz+eVV17B09Oz8RIRohlx6wr0P/7xD7y9vQEoKytj/vz5FT0gz14f3RDKysrYsWMHc+bMqXhNrVYzZswYNm3aVKsxrFYr5eXlFbsrVae0tJTS0tKK52azGQCj0YjNZsNoNNYpf4mTuOYad3bx/GzYq8w9MQunnx+FH3xA+aBB5+y00RLmJ3ESdyFxRUVFdRqjNfL29iYgIKDiayEuZrUuoC+55BIOHz5c8XzIkCEcP368yjENJTc3F4fDQXh4eKXXw8PDOXToUK3GePzxx2nTpg1jxoyp8ZiFCxfyzDPPXFCuQtSV0+nEZi1FUZQ6b7gCUGYro7ysHG8/74pNkKobr1Lx7P8CT+XMxhEaSuGnn2Lv1q3O5xdCtB52u51nnnmG1157raIbl6+vL/fffz/z5s3Dw8OjiTMUovHVuoBev359A6bR8BYtWsSyZctYv349er2+xuPmzJnDQw89VPHcbDYTExNDaGgo/v7+Fa9Xt+a6NiRO4mpiMVv5bulPnDxyGn2IJ5fddEmt4hx2B9tW7SLtQAb6IA/CYkL45YdtlBTbiOseS0lxCYU5hfS4pCtDrxpQ0Q96wQIq1jw/5z2fJ81PQkICmtWrCWrXrt7nJ3ES1xLjzvXzok5a4EYq999/P8uXL+fFF19k8ODBAGzatImnn36avLw8/vOf/zReMkI0Ey3mJsKQkBA0Gk2l1nkA2dnZREREnDP2pZdeYtGiRfz000/07NnznMd6enrKmi7RJHav38++DYcIigzk2O/HCY0Opn2X8xey+zYc4qcPfkalVmMy5wMq/H0M+AX5svrddfgG+BDeNpRf/reJ8LahdOzXrnK3Dc9nmWudR3nXrnj89BNERjbsRIUQLcrHH3/MsmXLuPzyyyte69mzJzExMUybNk0KaHFRajE3Eep0Ovr161fpBsAzNwSe+Y24Oi+++CLPPfccq1atIjExsTFSFaJOykvtKIqCb4APKlSUl9Zum2yT0Ux5mZ2YTm1ApcZituKh06L38aS0pAydXkdIVBDlZXZKim2Vi2ftP5hbOo+yQYMwrVghxbMQogpPT0/i4uKqvB4fH49Op2v8hIRoBlpMAQ3w0EMPsXTpUt577z0OHjzIPffcg8Vi4bY/ugTccsstlW4yfOGFF3jqqad4++23iYuLIysri6ysrEo7KgrRXHQZ2J427SI4nZJFcFQgXQZ2rFVcVIcI/IJ8SdlzAk8vD/qP642H3oP8rAJ6XtIF3yAf0g+eIrpDG75Y3e7P4ln1JHPtz8HkyZiWLUP544ZgIUQDUlT192gk9913H88991ylG+xLS0uZP38+9913X6PlIURz0mKWcICrmbvRaOQf//gHWVlZ9O7dm1WrVlXcWJienl6xvhPgP//5D2VlZfztb3+rNM68efN4+umnGzN1Ic4rLDaUG56YQt6pfOyacgwh/ucPAtr3jmfqg1eQlZoDeicJPduisWuxWUoJaxtK5vFsLCYLy1bG8dx81/Kk+cxlrrIQpk939XnOz2/AmQkhWrKdO3eyZs0aoqOj6dWrFwC7d++mrKyM0aNHM2XKlIpjly9f3lRpCtGoWlQBDa7fhGv6jfevNzqmpaU1fEJC1CP/ID/8g/zIOUfruOrEd48lvntsRVxIVHDFe227RLNgATw33/V8PnOZy0J45BHZXVAIcV4BAQFMnTq10msxMTFNlI0QzUOdCuhff/2V//73v6SkpPD5558TFRXFBx98QHx8PMOGDavvHIUQF6DSmuczxfOLL8KjjzZtYkJchOprE5TG3EjlnXfeabyTCdFCuL0G+osvvmDcuHF4eXmxc+fOijVRhYWFLFiwoN4TFELUXZXiWf0CvP32OYvn4tIyzDZbI2UohBBCtDxuF9DPP/88S5YsYenSpZWapw8dOpTff/+9XpMTQtRdleLZ8+Uat+Z2OJ3sPnGa/1v9C9M+Xsb1yz5l0fqfsTscjZy1EEII0fy5vYTj8OHD1e44aDAYMJlM9ZGTEKIGDoeDQqMZb39v9N419yuvUjz7J8M3q6GG3UK3pKTz7a5D7CorwqZ2EOil5/uUIyTGRDGmXfuGmIoQF6cWuJGKEKIqtwvoiIgIjh07VqUn5IYNG0hISKivvIQQf1FisfHtf38kbW86fsG+XHHXZUR3bFPlONf23K6v5zOXueFvw6qfoXfvGsdOyclHpVLh4aHBZrfjoagpdTop+ksv6rzMAjJTsjCE+ld7biGEEOJi4PYSjjvvvJMHHniALVu2oFKpOH36NB999BGPPPII99xzT0PkKIQAjmxL4cBvh/H28yIrNYdNX2+rcoyrePYF/iie45fBxo3nLJ4B2gT441ScBGr0qFQqipVy2gUFMeisO+1z0o0sW/Qln7/8LcteWMH+3w7X6/yEEEKIlsLtK9CzZ8/G6XQyevRorFYrl1xyCZ6enjzyyCPcf//9DZFjs2A0GrHZbBiNxjrHS5zEXUhcbp6R4pJivMo9sZRayC8sqNTu7q/F86NdvyJ32Vc4/fzgPG3xOgX5UtwmlFKNB3ZtG0INPvRu0wZNSQk5JSUAbP9lN6lH04jtEs3pY5ls+nELQwLqtrtnc/g8JU7iahNXVFRUpzFq1EKXcNx33308++yzBAUFNe6JhWim3L4CrVKpeOKJJ8jPz2ffvn1s3rwZo9HIc8891xD5NZnk5GS6du1K//79mzoVIQBI6B1HQq9YzLlmgiMM9B3Ts+K9vxbPjwxci2nFCpx/bDJ0Pp5aDUM6tuXaQb24IbE3l3XoQKiPT6VjvPz0qLVq10Yv5Q78An3rb3JCXERU9fBoDCdPnqz4+uOPP67YxbdHjx5kZGQ0UhZCNE9uX4EuLCzE4XAQFBRE165dK17Pz89Hq9Xi71+73dOau6SkJJKSkjCbzRgMBkJDQyvNLSwsrE7jSpzE1TkuDO6YdzP5mQX4BvjgG+AqcBcsoNKa54fH7kC3Yh2hXl71mmfQhCAUCxzZcZzwoaGMvnE4NnvJeePqej6Jk7jmEKfX6+sU2xp07tyZ4OBghg4dis1mIyMjg9jYWNLS0igvL2/q9IRoUm5fgb7++utZtmxZldc/++wzrr/++npJSghRPZ2nBxFxYZWK57O7bTx43XEK33kH6lA8n4/WQ8uoG4Zz9z9v5er7J+Af5Ffv5xBCNB8mk4n//e9/9OvXD6fTyYQJE+jYsSOlpaX88MMPZGdnN3WKQjQZtwvoLVu2MHLkyCqvX3rppWzZsqVekhJCnN+C+UrlVnUPl1G0eDFo67TBqBCiMSj1+Ghg5eXlDBgwgIcffrhi87R33nkHjUbD22+/TXx8PJ06dWr4RIRohtz+SVtaWordbq/yenl5OSV/3GwkhGhYC5538MRTGuCP4vmFAHjssfPeLCiEELUVEBBA7969GTp0KGVlZZSUlDB06FC0Wi2ffvopUVFRbNtWtRuQEBcDt69ADxgwgDfeeKPK60uWLKFfv371kpQQrVFJcQknj2ZSbLLUeQzjyTzuvCblz+JZ9QRz32rvKp7PoigK+zYc5Ls3f2Lr9zspL5P1ikII95w6dYonn3wST09P7HY7/fr1Y/jw4ZSVlfH777+jUqkYNmxYU6cpRJNw+wr0888/z5gxY9i9ezejR48GYM2aNWzbto3Vq1fXe4JCtAYF2SaWv/od2SdyCAgzcGXSeKLaR7o1RklxCfdcl8IXvw0A4Dn1Uzz+aV/421Ry0o1YCq2ofVV4+eg5suM43/z3R8pKylCpVJSXlTP0ygENMTUhhDtaUBu7kJAQJk2axKRJk1iyZAm//PILBw8e5JZbbuGRRx7h5ptvZsCAAfz8888Nn4wQzYzbV6CHDh3Kpk2biImJ4bPPPuObb76hffv27Nmzh+HDhzdEjkK0eAc3HyX94ElCooLJOZHLrnX73B7j2UcL+eK3/oCFZzTziB6dT+Hw0ezbcJAPnv2cD5//gm/+/QMWs4Xck3nYLKXEd49Fo1WTmVL9zT7lZeWcOJBB9okcFMX1E9l4Mo9fv9jMb19vw1JY96vlQojWxWAwcO211+Lh4cHatWtJTU3l3nvvbeq0hGgSdbrbqHfv3nz00Uf1nYsQrZZa4/pdtaykDMWpoNFq3Ipf8Eg+i5aEQ9vVtB3yC+bUdBYldsa6/Tc8NxZgs5QSGR/O4b1HOHHgFNFxUfj4e5GyOw2tTktMp6rbbpeVlvNV8iqObDtGqdPGoEmJXHLFEL58dSUnj2SiUqvIOHyaax6ehFrtyt9kLGTztzsoKSqh+7AuGKKlF7QQF4M9e/YQFRUFQNu2bfHw8CAiIoLrrruuiTMTomlc0O36NpuNsrKySq+1lj7QQtSn7sM6k7ovnVNHM4nvGUviuN61jl0wM5MnXo8ELMRdsoG0e6/ivynHKW6XwGd7dnGLpw/lZeUUFRSj1qrReXrQrlccV953OaeOZhIYbqDnJV2rjHvqyGkObz1GSFQQmScz2blmDx27tycnI4/YLtFYi0o4dTSTkqISfAw+KIrCD++s48CmI2g0GtL2ZzD275cQGh1Sfx+UEK2cSnE96mOcxhQTE1Px9b597v8FTYjWxu0C2mq18thjj/HZZ5+Rl5dX5X2Hw1EviQnRmvgG+HDtI5MpNlnw9vfCQ+dRq7gFd6XxxNI4AOaHv8Womy/h8ox0TF27EHDsKIsSE4k1RLLq7bWY84roN6YH8T1iUalUdEpsR6fEdjWO7eHpgVanwWKyYiux4RvsS3BkIEERAWQcOoWCQsfEduh9XRtJOOwOsk8YCQj1JzA8gBMHT1KYWywFtBBCiIuO22ugH330UdauXct//vMfPD09efPNN3nmmWdo06YN77//fkPkKESroNFqMIT417p4fj3p1J/Fc+x/eWD7FGanpmGKiSXg2FFMMbHM3r4dQ4Qftz5zHX//562MuHZorZeHRHWIZOhVA9DqNARHBTPimkEEhgcwOWk8gyb145JrBjPxrsvQaFzjaT20tOsdhzm/mNR96YS3DSUsJrhOn4UQQgjRkrl9Bfqbb77h/fff59JLL+W2225j+PDhtG/fnrZt2/LRRx9x4403NkSeQlxU/nVHCs9/OxiA+Z3eZ+7vN6N4eTEtNhb27GJRYiKzt29nWmws3t7eqFQqvLQaiizmWp9DpVIxfMog+o/vQ15+bkVhH90hkugO1XcIuezmEUTGh2OzltKhbwKKTv7iJIRbWlAXDiFEzdwuoPPz80lISABc653z8/MBGDZsGPfcc0/9ZteMGI1GbDYbRqOxzvES1zzj7OV2ck/l4+WrxxDij6XISnFeMYYwA3pvT0pLSjmZdgrfQJ9GyTN52l6eW+tqEfl090+YsWo0OcXFUFzMVX16M7ZTR3x8fHgnMABvb+9K56jr52IqNNX62OieEQAoOJrF90/iJK4h44qKiuo0hhCidXO7gE5ISCA1NZXY2Fg6d+7MZ599xoABA/jmm28ICAhogBSbRnJyMsnJybKmu5UrzDXzwbP/48iOFPTengy5qj+mbDOFuWbCYkPod1kvNn+zg6zMLCLbh/O3eyfj5eNV5/M57A52rt3HqWOniWgbRt/Lev65pENR+PdVW3l28yQA5vb5nHu+GwnqP1daqVQqfHxchfyZ/xVCCCFE43K7gL7tttvYvXs3I0aMYPbs2UyaNIl//etflJeX8/LLLzdEjk0iKSmJpKQkzGYzBoOB0NDQSh1GwsLC6jSuxDWvuF3fH+D4lnS8PL0pNZXx27LfiYgPJb57W06nZLHl850UF5QQEhxC1oFc8lPN9BnVts7n27l2Lzu+2YtarSZzv5Gw8HAGTugLdjsLBn3NMzumAPCPS38kadlwwsLDL2h+EidxEndhcXq9vk6xNZIlHEK0Cm4X0A8++GDF12PGjOHQoUPs2LGD9u3b07Nnz3pNToiGZi+3oyig1WkpL7WjKAqK0/U6uLbEVqlUqD1cN9Ipzgv7qVWQXYi9zE67XnGk7ksn73Q+2Gws6Ps5Txy8CYD5V29nxpJeFzYxIYQQQjSYWnXhCAoKIjc3F4Dbb7+90pqwtm3bMmXKFCmeRYuUOK437fvGY7OUovfx5NLrhtChXwLWohI69W/HxLsuIyQ6iMJcM3E9Yul4jrZwtRHVIRKfAG+O7zmBp5eOuGh/FnT54M/i+Yb9zF2eWB9TE0I0Q6p6fAghmk6trkCXlZVhNpsJCQnhvffe44UXXsDPz6+hcxOiwYXFhPDYu/eRsjsNv0Bf2naNxl7uwGKy4Bfki9ZDS0znKFKPphIYHoBvwIWtO+7YL4Gps64gO81IuJeTZdO38GTm/QDMv+M4c9/sVh/TEkI0V7KEQ4hWoVYF9ODBg7nqqqvo168fiqIwc+ZMvLyqv5Hq7bffrtcEhWhoPv7e9Bz+5059Ok81uvCAiue+AT6Et63bGsq/UqlUtOsVRzt/hQWJy3ky/2EA5iedZu6/Es4bn5NuZO+GQ6g1anqP7E5gmAEAi9nKif0ZFJWYie0SXS+5CiGEEKJ6tSqgP/zwQ1555RVSUlIAKCwsxGazNWhiQrRae/eyYOi3PFE0B4D5D+Yy9+U25w2zFpXwVfIqMg5nAgoZh04xbc7V2MvsfPHKt6TuTcfmsNL/8r5MuesKFEXBmJFLma2c8LjQWm/gIoQQQohzq1UBHR4ezqJFiwCIj4/ngw8+IDhYdiATwm0bNrDgsnU8YXsKgPmPm5m7qHZbYZtyCsk9lU90h0jKS8vJOWHk8LZj/Lp8C1tW/k5Mpyi0nloObjpM+fRx7Fq3n58/+40yWxmdBrRn0t3j0HlKES1Ek5IlHEK0Cm5t5V1eXk5CQkLF5ilCCDd8+y0LRq7+s3h+soS5i/zPE/SngDADIVFBnDx6mux0I57eOj5/5VvWL/uN3JN5HNx0mPSDJ/EN9MHpVNj87Q4cdieB4QEc3HSEk4dPN9TMhBBCiIuKW23sPDw82LNnT0PlIkTr9f77LJh+hCeU5wGY/3QZc+d54bA7MOcX4+PvhU6vA6C8rBzjqTx8DN5w1tJrbz8vrrp/Avv+WANdai1lxevfo9Vp8A30wWF3oPfRM/L6YWi1GnSeHphshdiKbWi0GrQ6t7tWCiGEEKIabl2BBrjpppt46623GiIXIVolryVLWHDroT+L52cdzJ2nw2K28vnL3/Dm7A95/+n/kZWWg7WohM9f/pZlC7/k0xdWcOLgyUpjhUYHM/L6oYy4ZjAlxTYKsk0UGs1YTFZCooIZN30kEXFhaLQaRt84nODIQFCpGHRFP6I7RjbF9IUQZ1Ep9fcQQjQdty9J2e123n77bX766Sf69etXZTvh1rQbobg4OJ1Otv+wm2O7UgmLCWboVQPw8nV1mVEUhSPbU9izdR/+If6Munp47W/GUxR8nn+eV1/35QkWADD/eSdzn3BtynJg0xEObj5KaHQwGYdPsfV71zrmw9tS8AvxxXgyj60rd9C2hq4aBTmFRCSEE2wLxJxXzPApgxh4Rd+K99v3iSe2SxTlZXa8/bxQqaRzrBBCCFEf3C6g9+3bR9++rh/SR44cqfSe/IAWLdGhrcf48YOfUaHiyLYU1Go1o24YDkDq3nS++vcqjDlGVGoVPjofhl098PyD2u1wzz28+mboWcWzwtwn/vyjj+JUUBQFrU6LSq3CYXcCoML1+vn4B/m6HsF+WItK6D2qe5XiXqfXVSwNEUIIIUT9cLuAXrduXUPk0ewZjUZsNhtGo7HO8RLXPOPSjp3AVJhPbJdoTqeYOXoohe45nQA4tOcIxpwcgtoayDqRw/4dB+g4NP7cJ7HZ8L/nHl7+rldF8TxnTjEz7rSSk/PnYcHxBkLaB5Cemo5/sB9x/aIIjPAnslsoh3cfxSfUh/ZD4sg5O+gsXS5tR2ZmFqacQjpf0o7AWL9m8XlKnMS1prizd96tF9KFQ4hWQe4qqkFycjLJyck4HI6mTqVFy8vMJ2VnGh56DzoP7ICXj77GY0+nZJF7Mo/gqCCi2lder5tx+BSbvt5OeVk5iWN7ExRnqLcc27QLxz/Ej/SDp9B5eZDQvW3FeyFRgXj5epFxJBOVWkWbdhHnHEtVVIThllt46bcRFcXzzJnZzJpV9a8zfkG+XHXf5ZiyC/EN9MHH4FoOdcXfx9L1SAe8fPVEta153XJwZBB/e/AKnA4nGq2mLlMXQgghRB24XUCPHDnynEs11q5de0EJNRdJSUkkJSVhNpsxGAyEhobi7/9ny7GwsLrtTHcxxRUVFPPLh6s4fTQTlUaN1VjKVfddXu1/P0WZVta8vZGivGL8gnyZfO84OvR17cxXZitj+Vffk5dWiNZDw/av9zLh/pEEhgXUS55hYWGEhIRy6mgmAaH+dOiXgFrtWmoRGhqKn7eBPVv3EhBqYNSUS2peA52dDddcw4Kd4ytdeZ41S3XOPGPaxlR5TeuhrZJnXecncRIncXWP0+tr/qVfCHHxcruA7t27d6Xn5eXl7Nq1i3379nHrrbfWV16iFchJzyX7hJG23WIw5xVzYn8GpSVl6L09qxybuvcE5twiEnq2JXVvOsf3nqgooG3WUiyFVgLCDOi9PcnLLKCkuJTA+tldG4DoDpFEd6h6tVelUtFlYAeC411XvGssnlNTsY8czYsnrq8onmdMS+fayYVAeP0lKoQQQogm53YB/corr1T7+tNPP01xcfEFJyRaj8BwAwGh/qQfOoXiVOjUvx06ffUFqF+QH2q1iqzUHFCBIfjPq/1+gb50HtCe33/aiymnkE792xESFXTB+RWbLJQU2wiKCLiwJRB796KMHcuLWbdVFM99gr8hvGgfK9/w5OqZE+p8BUwIIYQQzU+9rYG+6aabGDBgAC+99FJ9DSlauKCIQCbdM449vxxA7+3JgAl9K5ZG/FWfUd0pKigm/cBJYrtE0Wd094r3VCoV46aPpH3veBx2B/E921JkMV9Qbsd2pvL922uwmkto3yeeK/5+GZ5eVa+Mn9fGjXDFFSw03VNRPPeP/J7OPj/Qpn0/Uo+kYTyZB70vKF0hRCuhon56OEvPKyGaVr0V0Js2bZK1YqKK+O6xxHePPe9xOr2OMTdeUuP7Wg8tnfq3r3h+oQX0r8s3Y8o2E9wmkP0bD9NlUEe6Duro3iArV7rWPJfMqiieR3X9hfYeaygv05B9wohvoA+BYfV3w6MQQgghmp7bBfSUKVMqPVcUhczMTLZv385TTz1Vb4kJ0ZDUajUWs5Wi/CKsRSUc/f04arWKuO6x1a7RruKDD+C221jgeKyieP7Hk2VcMdSPEsvfsBRasZeVE9o+kIg4Wb4hhBBCtCZuF9AGQ+WraWq1mk6dOvHss88yduzYektMiPM5cSCDY5tPEBwZSMfEdrXeyMdhd9BtWCc2fLmFYpMFxanw7ZLV7GwfQeeBHZn64MQabxZUFAXrCy/gM2cOT/MwzzAfgPnzYe5cHdCn0vE19XAWQlykpA+0EK2C2wX0O++80xB5COGWtP3pfLd0DdjUeHrrmHDnGHqN6HbOmGKThW//u5rM1BzCw8MIjQmh6+CO7Fq3H3Oea7OE0ynZ9BzRtdJyjlPHMvl15W+o1SpOb/2GFY4yOuvu5L9TO8Fvq3n+zrHMnSsrEoUQQoiLRfV3dNWSzWbjvffe49///jdHjx6tr5yEOK/TKdkUmywk9GyLvcxO2v6M88Zs+2EXB347gr3MzvHd6Wi0anJP5WOz2LBZSym1lmE1l7Bvw6GKGHN+EV8lr2LHqp2ELHqGFY4yfp45i/++Pg5m9ib62uPMmmVtyKkKIYQQopmpdQH90EMPcf/991c8LysrY9CgQdx5553MnTuXPn36sGnTpgZJ8mzJycnExcWh1+sZOHAgW7duPefx//vf/+jcuTN6vZ4ePXrw3XffNXiOouEZQvzQ6rRkHD6N0+EkNCr4vDHWohJUahWB4QY8dFr6junFmJtGMHhSfwJCDRhC/YiID0Ol/vNqsinHjPmUkTuPfMuo03vo9IUP7EmH/h3Q7jvOgk5h+Pj4NORUhRCtiVKPDyFEk6l1Ab169Wouu+yyiucfffQR6enpHD16lIKCAq655hqef/75BknyjE8//ZSHHnqIefPm8fvvv9OrVy/GjRtX4zrT3377jWnTpnHHHXewc+dOrrrqKq666ir27dvXoHmKhtd5YAdGXDOYDv3iuXTaMBLH9TpvTNdBHfEP9SPj0GlCY4MZOKEPI68fys3zrmHoVQMIjQ4mqkMkvS/9cylIsK+GW7a8S8fju/kHj/LG1P7QMxbtjoPYuyfwX2s2FoulIacqhGhFVPX4EEI0nVqvgU5PT6dr164Vz1evXs3f/vY32rZtC8ADDzzAhAkT6j/Ds7z88svceeed3HbbbQAsWbKElStX8vbbbzN79uwqx7/66quMHz+eRx99FIDnnnuOH3/8kX/9618sWbKkQXMVdWMtKmHX2n1Yi0vo3L890R3bVLxnLs0is+C/eHEah7U7fcdMJjy8bcX7J49mkrIrDS9fPb0u7Vqlr3N891imzrqCgiwTXXp3AmDr9zvx9NYx9SHX64YQf0Kj/7ianZODz5UT8Uk/yPOaf/Cc42n4bTVRkdt4MsqP/6xez0CND/knTfh0arir0GW2MjZ9s53M1Bziu8eSOK4XGs0FbPwihBBCiAtS6wJarVajKH/+zWjz5s2V2tYFBARQUFBQv9mdpaysjB07djBnzpxKOY0ZM6bGpSObNm3ioYceqvTauHHjWLFiRY3nKS0tpbS0tOK52ezqN2w0GrHZbBiNxjrlL3G1i1v55k+uNchOha1rtjPlwSsICg/A5ihl08lniVTtwqZocZh3E2HQoVJdDUDu6Xy+fO078jNNqNUqUg6nMPqGqn2lFQ8HATF+FBQW8OVr35GdZkSlVtF3dHc6DejAvu8P4OWnp2eMN6E334g2NZX5Xs/xVMmTAMyeNoS77urI5q92cOnGfBRVIe8fW8bVD0wkpE3V3RHr43PZsnIHv3y+Ba1Ow67f9lBit9bYs7qpv38SJ3GtLa6oqKhOY9RIunAI0SrUeglHly5d+OabbwDYv38/6enpjBw5suL9EydOEB4eXv8Z/iE3NxeHw1HlHOHh4WRlZVUbk5WV5dbxAAsXLsRgMFQ8YmJiLjx5USsOu4PTRzMxBPvStls0BdmF5J92/VJWUFpAiSMTjUpDKf7YnTZMZScrYnNP5WPKLiSuWzQ+Bm9O7D9Z6Re+v8pJzyX7RC7RndrgY/Bm/8bDfLNkNb8u38zef39OwISJaFNTed6wiCf/KJ5nzszmwQdL8Pb2Jv3ASQKDA4jvHktBjtm122ADyc0sQK1REdU+AnuZHXPuhW0iI4QQQogLU+sr0I899hjXX389K1euZP/+/UyYMIH4+PiK97/77jsGDBjQIEk2pjlz5lS6am02m4mJiSE0NBR/f/+K18PC6rY5hsSdO65Ln87sXrefvKJCYuKi6dijAyFhQejL9Owoi8PDo5gEtYXTKgOhQYkVcY6uCpFRkeSnmlGcKroM63zOX+hCfMOIjAzHfNKCowwCw4IpNJoZHenBqI/eQ19WwoKwxTyV8wAAc+YUM2uWqlKeO1bvIe94IW2iIunUvcM5534hn0vfIb3IOpiLMcVEZJsIevTvdt7xWtr3XeIkrrnGyQ67Qojq1LqAvvrqq/nuu+/49ttvGTt2bKWOHADe3t7ce++99Z7gGSEhIWg0GrKzsyu9np2dTURERLUxERERbh0P4OnpiadnLXaiEw1i3PSRhEaHUFJcQucBHSqWRfjr/BkQdie/5y7D22kmwLsfoT6DKuIi48OZfO84Dm87hm+AD4njep/zPOFtQxl/x2j2/HIAH39v2vWO4/DTr3LZN0vxcJTzZNArzP+jeJ4/H2bMqNyqbsxNIzCEGrCYLHTq375BdxvsOaIreh9P8rNMRCaEE9dN/ioiRIslSziEaBXc2khl9OjRjB49utr35s2bVy8J1USn09GvXz/WrFnDVVddBYDT6WTNmjXcd9991cYMHjyYNWvWMGvWrIrXfvzxRwYPHtyguYq68/H3ZviUgdW+1z2gF90MPVFQyDXmVnm/fe942veOryayqgObj/Dr55tRqVX0GdWDToc20eWnN1A57DwW8Cr/lz8TOLPDIPy10Yu3nxcj/tY4/x2pVCo69W/fKOcSQgghxPm5vRNhU3rooYe49dZbSUxMZMCAASxevBiLxVLRleOWW24hKiqKhQsXAq7OICNGjOCf//wnEydOZNmyZWzfvp033nijKachLoBKpUJ1gQ2civKLWf3eeiwmK4rTSfaDT9Bpw6eogJmG13nd5PqF7LEHzcyd63/uwYQQQghx0WlRBfR1112H0WjkH//4B1lZWfTu3ZtVq1ZVrHVNT09Hrf7zvsghQ4bw8ccf8+STTzJ37lw6dOjAihUr6N69e1NNQTQDNquNUmspAaH+DPjtC/rvcG2u80DUO7x+ajoAo7r+wnUTAoCeTZanEKL1USmuR32MI4RoOi2qgAa47777alyysX79+iqvXXPNNVxzzTUNnJVoSYIiAunYN47Y1xbQ7/hmAOaPWctrP7m6yozq+gsTBu8jNObKejmfoiiY84vQemhRqSD7RC6+Ad4YQv0pL7Xj5auv6Bhy9i+AQgghhGieWlwBLcSF0jjsXPnzO6iPb0ZRq5l/xW889bVr3fXfbzrJ1aMcxPccR0ynqAs+l9Pp5LevtpG2/SRORUFxKpRaS3E6nGh1Hnj56glpE4jFXIJKpWL41IF0Hdzpgs8rhBBCiIYjBbSoV4qiYLPY0HnparVb3rl6NTcEVVERhunTUW/YADodC6fu4KlPXEt6XDcMRgPR9Xa+7BNGdq7ZS1BAENmpOWSl5TD0ygFs+34nqFR0GtCenz76lciEcPwCfVn9/s+Vdl8UQrQyiuJ61Mc4QogmU68F9KhRoxg5ciQPP/ww3t7e9Tm0aAHKbGV8u2Q1x3alERhuYMKdYwiLCanx+LXrD/Dh5z+jANdPvYSxl3ZFpbqwGwTPKSeHgClT8NizB3x9WXDtLp54ux3wZ7eN+uZ0OHE6nXh4euChc/3frdhkobzMjre/Fzq9B/Zy19cBof4UF1qwWUtBOikKIYQQzVa9LriMjY1lzZo1dO7cuT6HFS3E0d+Ps3PNPtRqFal709m4YmuNx2Zmmfjg881k5xaRk1vEJ8u3cirT1HDJpaXBsGF47NmDMziYBbccbPDiGSAiLowuAztiKbQSGG5g4MS+aLQaugzqQFSHSIpNFtr3iUdxKuRnm+g8oD3BbQIbJhkhhBBC1It6vQL97rvvAq7d+8TFp7zMgdPpxCfAB3NeMaXWshqPLSwsocRWjp+P61Jria0cc3EJ0ADF4759MG4cnD6NIyaGeRM2MP/frmUaDVk8A2i0GkbfNBxVqQatTktQRACl1lJ0eh15mQWUFNsIjQ7idEo2KNC2W3Stlr4IIVom6cIhROvQIGugz97yWlw8EnrEcnJPFqeOZuIX5EPfMT1qPLZtbDDt48LYufcoAL17xhIfW/Nyj7rK+2IlhttuQFtkhm7d+MfIH1nwr0ig4YvnMzQaDWFn7VTo5esFUGl5S203gBFCCCFE06tVAf3aa6/VesCZM2fWOZnmzGg0YrPZMBqNdY6/GOJG3T4EY0YefkG+BIT7kfPXLfzOMn1aH9qEKqCCcZf1pchsoqiWf7yoTZ6F739G3OyH0DrKyQiJZVGvFfz7j+J5zpxiZsywVtlhsK7nO7jlCDvX7EXn5cnQq/rj7edF+sGTWMusddp6u6V93yVO4lprXFFRUZ3GEEK0brUqoF955ZVaDaZSqVpNAZ2cnExycjIOh6OpU2lRvH29aNuldl0s/P28GTHM1bLNz8fL7XMpioLFYsHHxweLxYK3t3fFTYien39Ou8dnoXY6SIvvznTNS/z8sWs77Jkzs5k1q/5uVsw9nc/6T3/DZinFXmanKL8IjYeW7NQcbE4rfUb24Irp4+vtfEKIFkz541Ef4wghmkytCujU1NSGzqPZSUpKIikpCbPZjMFgIDQ0tNLSlLCwsHNE10zi6idOURTe/+VXVhYUsCgxkdnbtzMtNpa7xo1F9dprMGsWAHtiejM7IJmfdw4BXFeeZ81S1WueVmMpGrsHCR3bYCm0Ysox4XCU0LVPZ06kZpB1KJfg4OA6rW1u7t8HiZO41h6n1+vrFCuEaN3q3IWjrKyMw4cPY7fb6zMfIWrFarWyIjuHn3v25vKU4/zcszefpKdjffzxiuLZcW8Sr/T/H9//UTw//Y9yZs2y1nsuEfFhxHWL5vSxTIoKiunUvz1+Qb5kHs+muKAYQ5hBdhgUQgghWhG3byK0Wq3cf//9vPfeewAcOXKEhIQE7r//fqKiopg9e3a9JynEX/n4+PBEl07cmJGOqX0HAo4eZdHaNfh8+qnrgOef5wXm8u6/XUs1XDcMetR6zbM79N6eXP3ARFL3nECr09KudxwHNh1h17p9RGhCGDw5sWH7WwshWgzpwiFE6+D2ZbE5c+awe/du1q9fX+lPW2PGjOHTM8WLEHVUZivDZCw879pzi8XC/IOHMcXEEnD0KKbYWGarNVgAlixhgeoJnnjy7OK5YfP28fem+7AudB7QAQ+dB71GdOPWp6/jir+PJTgyqGFPLoQQQohG5fYV6BUrVvDpp58yaNCgSlfVunXrRkpKSr0mJy4umcez+faNH8k7lY/ex5PE8X3oNaIrfoG+VY719vbmqvAwPHbuYNGHHzC7bRzTtm7F+7PPWHD0Gp54wnVcY7WqE0IIIcTFw+0C2mg0VntDhsVikT9Tiwuy6ZvtnDx0GlNOIVknjKTtzyB1zwmue+xKdHpdpWNVKhW3du3CvTfdhM+uXazcvRvvFStYuHWMFM9CiOZLunAI0Sq4vYQjMTGRlStXVjw/UzS/+eabDB48uP4yExcdR7kdu92OpciKp5cHgeEBnDqaSX6Wqcqx6owMgq68Ep9duyAkBJ/166V4FkIIIUSjcPsK9IIFC7j88ss5cOAAdrudV199lQMHDvDbb7/x888/N0SO4iKROL4Pp1OyyTyeg9ZDS3lpOaExwfgF+lQ+cP9+Aq+4Ak1WFsTGwurVLPiikxTPQgghhGgUbhfQw4YNY9euXSxatIgePXqwevVq+vbty6ZNm+jRo+atm8XFSVEUdq/fz6EtRwmMCGDoVQPwDfCp9tj47rHcNn8aKbvSSNmdhkajJnFcb3wMZx2/aRNMnIimoAB7p05o16xhwXtRUjwLIVoE6cIhROvgdgEN0K5dO5YuXVrfuYhWKHVvOqveWYuj3EnZlqPYy+xMvOuyGo/3D/Kjz6ge9BlVzS9jq1bB1KlgtVLerx+mjz5iqRTPQgghhGhktSqgzWZzrQc8e7c+IUxGM7ZiG/E92pKVmkN2urFuA338Mdx6K9jtMH48Bf/+N4uXhrJwoettKZ6FEEII0VhqVUAHBATUusPG+fr3iotLdIcIgtsEcXzPCTw8PeiY2M79QV57DR54wPX1tGnw7rssfrqMhQtd7e2keBZCtBjShUOIVqFWBfS6desqvk5LS2P27NlMnz69ouvGpk2beO+991h45nJgK2Q0GrHZbBiNdbuCetHG6WHk9MFkHMnEx+BNu76x5Jy1HeA5z6co+LzwAj6vvAKA9Y47KH7++UrF85w5xcyYYa31DoPN5nOROImTuBYRV1RUVKcxaiQFtBCtQq0K6BEjRlR8/eyzz/Lyyy8zbdq0itcmT55Mjx49eOONN7j11lvrP8smkJycTHJyslxRrwdhsaGExYa6F+Rw4Dd7Nl7vvw9A8eOPY33wQRa/6lNRPM+cmc2sWdJ7XAghhBCNy+2bCDdt2sSSJUuqvJ6YmMiMGTPqJanmICkpiaSkJMxmMwaDgdDQ0Erru6vbTKY2JK4WcaWlcNNN8PnnoFLBv/+N791389oCKtY8z5lTzKxZqoo4h92BOa8Ib38vPL083c7TYXdQmGvGx+B9zvgW+XlKnMRJXJ3j9Hp9nWJrovrjUR/jCCGajtsFdExMDEuXLuXFF1+s9Pqbb75JTExMvSUmLlJFRXD11bBmDXh4wEcfwTXXsGABlbpt3HGHhYNbjrIzdz9+wb6kHzxJxuHTGEL8uOLvY2nTLqLWp7SYrXy7ZDXpB08REObPFXePJTI+vIEmKIS4qCmK61Ef4wghmozbBfQrr7zC1KlT+f777xk4cCAAW7du5ejRo3zxxRf1nqC4iBiNMGECbN8OPj6wYgWMGVOleJ47F3797jir3/8ZD6cOc14xDruDjn0TOH0sm83f7mDKAxNrfdqDm49ycPNRQmNCOHk0k63f7eTKpPENM0chhBBCtHhub+U9YcIEjh49yqRJk8jPzyc/P59JkyZx5MgRJkyY0BA5iovBiRMwbJireA4JgXXraiyeAfJO51NqKSWhR1tQFGzFNjQeGlQqFQ6H061TK07X8RqtGpVKhVPWvQshhBDiHOq0kUp0dDQLFiyo71zERUpz6BDccAOcOgUxMbB6NXTuXGPxDBASFYynjyfH95zAP8iX8LYhFOQUEhIdxIDxvd06f6cB7Tm09RinjmYSFhtC4jj34oUQotakC4cQrUKdCmiTycRbb73FwYMHAejWrRu33347BoOhXpMTrZPT6UStdv3xQ7t9OwE33ggmE3TpAqtXUxYSxgO3nmLJ+1FA9X2e2/VuS8e+CeQcLSC6YyRX/H0MxSYrfoG+NW4VXhP/ID+ue+xK8rNM+AX6VN46XAghhBDiL9wuoLdv3864cePw8vJiwIABALz88svMnz+f1atX07dv33pPUrQO1qISfvzgZ9IPnCS2azTjIkoJvGkaqpISGDQIvv0WgoO557o03v4sDoDL+23h5qnRQFSlsY7+nsrh7Sno1V4c+z2VA78dYeDEfnXOTafXERFXtzv1hRCitqQLhxCtg9troB988EEmT55MWloay5cvZ/ny5aSmpnLFFVcwa9asBkhRNGeKonDqWCbHdqVhKbSc89hda/fx+497KLOVU/bO++iunYqqpITSkSPhp58gOJgFC6gonqeO3MOA2F/ISc+tMlZ+ZgFlJWXEdXN1fslKq+MW4UII0ZiUenwIIZpMna5AL126FK32z1CtVstjjz1GYmJivSYnmo7NWoql0EpAqD8arabG4/b8fIDV760nJyeHNu0juOMfN+Ef7FftsdYiKygw9ORWBmxfhhoF29VXY37tNcJ8fCqteR7V9Re6B2zBL8iH0JiQKmOFxYTg5asnZXcaHnoPojtGujW/gpxCTh4+jW+gD3HdYmq9Vb0QQgghhNsFtL+/P+np6XTu3LnS6xkZGfj5VV84iebD4XCwb8MhTDlmojpE0L53fJVjMlOzWfH5Kky5Ztp2iWbSPePw9vOqdrwdP+3BXmYnumMkJ49kkro3nV6Xdqv22A59E/B79f8YuH0lAOYbpmP750JQqysVz88+Y2dsPx8K8/oT3z2W2M5RVcYKjwslvkcsTgt0H96F3qO6YzFbUWvUePmce+MDU04h697bRGZKNnpfTy67eQT9Lut1zhghhBBCiDPcLqCvu+467rjjDl566SWGDBkCwMaNG3n00Ucrbe8tmqftq3bx4we/UF5ajl+QL1NnTSS+R9tKx+xYvYfTKdmExoRwcMsxOvRNoO+YntWO5xfow4n9pZTmlKLx0KD3qWEXP4eDtq8voO0fxbPl4cfx/7+F2IxGFi/2rthh0HXDoBaoeT1zeVk5q95ZR+redHw8ffH08aS0pJSdP+1F46Fh5HVD6T6sS43xGYdPkZmSTVy3GDJTc9jzywEpoIUQjUO6cAjRKrhdQL/00kuoVCpuueUW7HY7AB4eHtxzzz0sWrSo3hMU9evEgZOoVCra9Yrj+J4TZKbmVCmgnU4nqFx9kVEUlHPseDXi2iGUWks5kZpBj+G9ad+36hVtSkvh5pvhf/9zbc2dnIzPPfcA/FE8+wLVd9uojinHTNbxbMKig/Hz8ef47jTS9mXg5aOnpMjG2k820K53HF6+1V819/LzxkPvQU5GLjaLjYAw6R4jhBBCiNpzu4DW6XS8+uqrLFy4kJSUFADatWuHt7d3vSfXnBiNRmw2G0Zj3W5Way5xuiAtpiIThTtMeHhqwdNJTk5Opbi4ftHkncrnZPpJIjtGEBTnX+mYSjzhsrsuISc7B7VGTV5eXqW3VcXFGG67Dd0vv6B4eGBOTqb0yishJ6dS8TxnTjEzZlip6TRnKym3ofFWkXbsBN6ePvgF+WK1FKPxgTLFTnlRGVlZWfj4V21HZzQa8Yv0oudlnTi07Rgx8ZF0G9mh5vmdFZdvsfLl9v3kFltoY/CnX1wUEYHnXrbUXL7vEidxEle3uKKiojqNURPpwiFE61CnPtAA3t7e9OjRoz5zaVaSk5NJTk7G0cp2pUu8rBceWi25WQXEdmpDu95xVY6JjA/j2scmYzFZCQgPQOfpcc4xVSoVak3Vhi6qvDwCbrgBj127cHp7U/juu5SPGAFUvvI8c2Y2s2bV/seBl4+eS68fwv7fDuPva6DnJV3Zt/EgBzcfRa1R029k72qL5zPUajUDJ/Zzq+2doiis3neUlEIbmQVmnA4nO46d5IZhvWkfWfUmRyGEqJaiuB71MY4QosnUuoC+/fbba3Xc22+/XedkmpOkpCSSkpIwm80YDAZCQ0Px9/eveD8srG49g5tDXPSt0Q1/vvR0uPpqOHwYgoNRf/89gf37A7BgARVrnufMKWbWLJX75+sLXft2qYjr3r8rWak5aLQawtuGnrerhrvns5Xbsak98PLVoS8HjUZNidqDUxY7Q2oxVnP4vkucxEmc+3F6/blvShZCXJxqXUC/++67tG3blj59+pxzTawQHDgAY8dW2ZobqLI994wZ1no5pUajIaq9e63s3OGp1dAxIoSf03KwlpcT5OGNTqPBV69rsHMKIVop+REqRItX6wL6nnvu4ZNPPiE1NZXbbruNm266iaCgoIbMTTSilN1pbFyxlSJLIf0v71vnKzZs3gwTJ0J+vmtr7h9+cBXRVC2e586lVmuemwOVSsX4Hp3oEh/PrwdTsdrK6NwmjGFdqrlpUgghhBCtWq0L6OTkZF5++WWWL1/O22+/zZw5c5g4cSJ33HEHY8eOlY0omhFFUcjLKsBRZic4OBiNpupGKIqiVHzPLIUWvn9rDfmZJoptRRTlF9OtXxd8/N27MVS3bh3cfjtYrTBwIKxcCcHBQPXFc0vj6aFlWKc2DOsUh9OpoFbX73/z+VkFHNuZytEdqRRaConvEcu460ehVv+5vtxebifj8GnUGjXRHSOr/d4KIYQQomG5dROhp6cn06ZNY9q0aZw4cYJ3332Xe++9F7vdzv79+/H19W2oPIUbtn6/k+8//BGH3cGgsZmMv21kRaHlsDv49o0f2blmLw4gtlcCnfvFYym0EhIVhM6ixWq2UlJUUm0BbS4txWi1EODpidqpxs/LE61GjeeXX+J///1QXu5avvHFF/DHfw+u4lkBrMyf78MDD1hQFO8W/UtXfRfPeZkFfPZ/X7Hv14PkZ5sIiPEj4/Ap2sbH0HVwJ8D1vVu59Cf2/XoQtUZN4rjejLnpkhb9OQpx0ZE+0EK0CnXuwqFWq1GpVCiK0uo6VbRkJRYbm7/ZjuJQ8PLVs+fnA/S8pCvh7cLxUKv56cNf+Pyf32AuLKHM3589xwvYujWV7p3DyT2RQ7GtiM792xEYHlBl7NNFZt7dvZN0k4n8PAsxij+dwkK46dAm/B95GJWiwPXXw3vvgc61NriieG67mrgb0xk1PpGJH21nWmwsd40b28ifTvOVfvAk2WlGvA3emIxmHA4H5bZyCnP/bKGVk5HLwc1HCAg1UF5mZ88vBxg4oW+NW6cLIYQQomG4VUCXlpZWLOHYsGEDV1xxBf/6178YP358pT8zi6ajVqtQa9XY7XbUZWrw1PL+yX2kp2+hfWAwzm2HKbWWovL1QtF5oHU6sVpK0YUGMHXKAPIK8ojvHoNGW3VpwO+Zp0k15aMqhYyiQnx9PGibvBjv7z4FwHr77XgvXQp//Lfw57INK3E3ppM2qTeXpxzH1LM37NnFTdb6uYGwNfAxuDZ3URWpcDqclBTZiOnUhphObSqO8fTSofP0oKigGIfdgX+IH1pdnX8HFkI0AekDLUTrUOufvvfeey/Lli0jJiaG22+/nU8++YSQEOl/29x4enly6bVD+eqt73DYHSgjovixIA274mRPfibduujw9PGkxGIHnROn2gMPTx2RMcF0G9LpnBuKeGg0qFBhs5ejdirc+tFbjFjzAwDFjz6K9eGH8a5SPMP8+T6MGp/oKp7bdyDg2FEWJSbi4+ODxWJp8M+kJWjfJ55R04axb+Mh2vWOI6RdAO16xxPd8c8COigikEuvH8ZvX21Fo9Fw6fVD8farfrdFIUQzJUs4hGgVal1AL1myhNjYWBISEvj555/5+eefqz1u+fLl9ZaccF+JxYZvoA8T7xqDf7Afn5nTsR7PJMLDlwxLAUY/DeMmJbJv42EKHSr8okIYMKobl17e67xjD4yK5lh+PsdOnebuDz9gyLbNKCoVRS++hO2WmyqO++sNgw88YGHiR9sx9exNwLGjmGJimb19Oys7dWyoj6HFUavVDJ6UyOBJiQA1/iLTd3QPegzvjEqlQushV5+FEEKIplDrdRe33HILI0eOJCAgAIPBUOOjoeTn53PjjTfi7+9PQEAAd9xxB8XFxec8/v7776dTp054eXkRGxvLzJkzKSwsbLAcm1qxycJn//cVHz3/OV//5wdOp2TTOzQST5WW1Fwj5cVl2I+YKC+1Ex4bQsf4YNroFXr3aENAYM07950RoPfi7k5dePH1f7mKZw8PSt//AP9HHqo4prpuG97e3kyLjWXEnl183y6BEXt2MS02ttVv/95QPHQeUjwL0WIp9fgQQjQVtzZSaUo33ngjmZmZ/Pjjj5SXl3Pbbbdx11138fHHH1d7/OnTpzl9+jQvvfQSXbt25cSJE9x9992cPn2azz//vJGzbxwpu9JI3ZtOdIc2HDuUwu51+7j38hkcTTnFl8e2E6n3o0uxmoxDp/Dy1dOhbwLH957AmJ5buxPk5qKZMAHNtm3g44Pqyy/RX3ZZxduu7bldX5/dqk6lUnHXuLHcZLXi4+PDyk4d8fZu2V04hBCiTmQJhxCtQou4jHXw4EFWrVrFtm3bSEx0/Yn79ddfZ8KECbz00ku0adOmSkz37t354osvKp63a9eO+fPnc9NNN2G329FqW8TU3aLVadFoNBSbLDjKHXh661CrVNzcox+qFSkYT+ZjVyCqYyQlxTaO7zmBp7eOwMgAvlnyA6eOZhGUYGDI5P5VB09Pd7Wn+2Nrbr77DgYMqHjbVTy72tZV1+dZpVLh4+O6yn3mf4UQQgghWqIWUUVu2rSJgICAiuIZYMyYMajVarZs2cLVV19dq3EKCwvx9/c/Z/FcWlpKaWlpxXOz2QyA0WjEZrNhNBrrNIfGiAuI9SVhUAwpu9Lwj/Khw5C4irW0Q68fwMHNh9F5edL70m5kpRnJO5VPUJtAMlIz2PTNdnz8vdm7dx/onFx65bCKcTVHjhBw3XVoTp/G0aYNpk8/xREXV7GN4NnF85w5xcyYYa31DoPN+fOUOImTOIkrKio6x5HuUymuR32MI4RoOi2igM7KyqqytbRWqyUoKIisrKxajZGbm8tzzz3HXXfddc7jFi5cyDPPPFPnXJuSh86DMTdewrCrB2AuMqPW/LnEPbpDJNEdIiueG0L8IbEdAKn70lGp1YREB2HMMWKz2CqO0+7YQcCNN6IuKMDeoQOmTz/FGRVV8f7ZxfPMmdnMmiXLMoQQQgjRujVpAT179mxeeOGFcx5z8ODBCz6P2Wxm4sSJdO3alaeffvqcx86ZM4eHHvrzpjiz2UxMTAyhoaH4+/tXvP7Xgr62GivuzJXn2sQNGpVI7tF88o6biGrbhp6DerjiVq+Ga64BiwUGDEC7cmWl1oULFlCx5nnOnGJmzVI1+89F4iRO4iTOnTi9Xl+nWCFE69akBfTDDz/M9OnTz3lMQkICERERVdp62e128vPziYiIOGd8UVER48ePx8/Pjy+//BIPD49zHu/p6Ymnp2et8m8tOvVvj0+ADwVZJtS+EBoVDJ9+CjffXO3W3FC128aMGbIpihBCnJeiuB71MY4Qosk0aQEdGhpKaGjoeY8bPHgwJpOJHTt20K9fPwDWrl2L0+lk4MCBNcaZzWbGjRuHp6cnX3/9tVxJOIczSzxycnLweucdmDPH9Q/0ddfB++9XbM0N1beqq+2aZyGEEEKIlq5F7L/dpUsXxo8fz5133snWrVvZuHEj9913H9dff31FB45Tp07RuXNntm7dCriK57Fjx2KxWHjrrbcwm81kZWWRlZWFw+Foyuk0X4qCz//9H36zZ7uK53vvhY8+Om/xLIQQQghxMWkRNxECfPTRR9x3332MHj0atVrN1KlTee211yreLy8v5/Dhw1itrqUEv//+O1u2bAGgffv2lcZKTU0lLi6u0XJvERwOmDkTn3//2/X86afhH/+As3o1S/EshBAXSPpAC9EqtJgCOigoqMZNUwDi4uJQzloTdumll1Z6Ls6hrAxuuQU+/RRFpaJ4wQLXVeizSPEshBAXTtrYCdE6tJgCWjSQ4mKYMgV+/BE8PDC//jqlV1+N31mHSPEshBBCCPEnKaAvZrm5MHEibN0KPj6wfDmlvXtXOkSKZyGEqE+yhkOI1qBF3EQoXJxOJyXFJbVemqIoCnmFFnIKinA4nZXfzMiA4cNdxXNQEKxZ42pXd5bnn3dWFM9PzrFJ8SyEEBdKqceHEKLJyBXoFsJkLOS7pT+RfSKX2M5tuHzGGLz9vM4Zs/XACdYey+T3wmxUOjWjO7bjkVHD8Eo55iqWT56E6GjXhildulSKffzBQl5cbABgaPxPBBiP8vuaYfQd3aPB5iiEEEII0RLIFegWYvsPuzm89RhqtZq9vx5iz88Hznm8xVrKxn1p7DbnUOCwYSopYdXhI2xY9pnryvPJk9CpE2zcWKV4XrzYq6J47h30Ne20X2HKKWTD8s2UlpTW67ycTidp+9PZ/fN+Dm87RsruNErO2kpcCCGEEKK5kSvQLUSprQzUKnwDfcg7nU95aXmt4mxOB2pU6NHS99ABLn1vKZSUQP/+8N13cNbW3ACLF3uzcKFrx8GRXX4hQb2O0hIH9jI7ao0a1Vlt7f6qqKCYrEO5eHp70r5PHBqN5rz5/f7TXjau2IIly0ZxoYU27SLo2C+BKbOuAODwtmMAdB7QHi/fc19xF0KIZk92IhSiVZACupaMRiM2mw2j0Vjn+AuJi+wSin6TB0f2HyUkKoigBEOV7c3PZrWY6RETwOEDeRwtKWb4oX0s+PJTPBwOykaMoPCdd1CczkpbCJ5dPN967TFilA2cPFaORqPCM8iDbqM7YjKbwFz1fCdST/DD2+soPGlBq9PQ//K+DLtqwLnndiqPb95eRUlRCapyNYX5ZsI6BrN7y35ifm7Dwc1HSNl5AlDo0C+eK/4+Fq2HttLn4i6JkziJkzh34oqKiuo0hhCidZMCugbJyckkJyc3m10LoztEMvWhSRQaCwluE4RvgM95Y3p3iCKxZ0cKX/sX/b/4BJWiYJs8GfO//gWenpWOPbt4njkzm7lz/chKm4TNYsPbzxvfAG98DDWfM+dEHqePG+nYrR2mHDMHNx9h8BX90GirvwpdVFDMyjd+Iic9l2JTMXqtF2qNmnJbOVpPLTZLKaeOZBIaHYSiKJw8nElhrhmdXsehLUcpMBXQrnd8rbaCF0KIZkOacAjRKkgBXYOkpCSSkpIwm80YDAZCQ0PRoKXE24aXj56wsLA6jXshcW7HKgphS5bAq/90Pb/nHvSvv47+L0srFiyAhQtdX8+ZU8ysWSrCwsIIDw+v9amiYqMICQ6ixFiKUgIxnaKJiIyotOSjxF7OyvSDHCjIQlVQjtlio//IPhzblYaj2Elsl2gCwwPoNaIrieP6kLL5BDnpuQBEto0kOjaKr5J/4OiO4xTbishLNdFnfm/03p41pVWjpvj+SZzESVzLi9Pr9XWKrYnqj0d9jCOEaDpSQNfSlpU72P/zESylxQy9eiBhk+v2D3KjcTrxfeIJePtt1/N581yPPwpaRVGwWq28+qoPTzxhAbyZP1/FjBnWivf3bjpK9olcugxIILpdBODqBrLi9e8xGc30H9+bIZP7o1KpiIwPY8Q1g0nbcRrfQG9GXje0ynrp37JT+d+R3WQWmbE6y/HrqyZhYz6BIX70ndKHax6ZjOJwotPrAJh412VsXbkDgEGTEikvtZN5PJuw2FB8y73JOZlHQbaJyPjaF/pCCCGEEBdKCuha2rxyB146b6zmEjZ+uYUBI/udt41cbRWVl3KgIAsPtZpugZF4ai7w21JWhv/dd6P/6itXwfzaa3DffRVvK4rCGz+sZtGv6aS9lAjTtnNlWCxz5ozlzNK/b979mRVL12GzlBIS7s/M/7uBhB6xLHnoPXau3YtKpWLfhkP4BfnSc3hXVCoVPYZ3ZfTUS2tM6+CpbFKN+VgddjQacIZ74THIi4H6KMZeNxIPDy14/Hl82y7RtO0S/ee0bGUERwaStv8k1rJiwuNC8Q/2q+ZMQgjRTMlNhEK0ClJA15LD7sTToMPDpsPhcOB0OM8fdB4mYyE52fmssKWw5vQxCm2ltPMM4bVRVxHsd/41ztUqLoapU9GvXo3i4YHq/ffh+usrHWK1Wl3F86Te0PY49OyNac8urFbX1WeHw8lv3++hrKSM8Oggsk8WsHX1XsJigkk/dAq9jx5DqD/G9FzSD5yk5/CutUrNw6JB41Ch9lBQ7Cp0Kh09BsQzolMPDCH+543X6XVMumccO37cTV5BHj2HdcHH39vtj0gIIYQQ4kJIAV1L3YZ2ImXrCZxOB31H9sLHcGGFW9r+DL75zw9klBbyW38nRR5qFJXC7pLTLP55A89dMc79QfPyXFtzb9mC4uVF4bvvEnDttVUOe/VVH9eV57bHoX8HAo4dZVFiIj4+PlgsFtRqFT7+XjidCoX5xajV4GvwxtvPi8iEcPZvPER2Wg6+gT7E9YitdXo9Q9vQ61AkqXYTFsVO97AIRkTHuzXF0Ohgxt826pwdSIQQQgghGpIU0LU05qZLGDqhlHxTPqHRwefsh1wbO9fuJS+zgKguYZSWnKLUQ42vzhN7uZNTedX0iTufjAwYNw4OHoSgIAo+/BB7v35VDluwANea52nboWdvAo4dxRQTy+zt21nZqSMAKpWKaQ+M4+3nV5CXZaLX4PaMuWEIWg8td75wE1++9h0Wk5XBkxPpPqRzrVNM7ByDrdROWmYe4WH+jOzdniJTgftzFUKIlkq6cAjRKkgBXUsajYY27SLQ5tTP5o06Tw8Up4KqoJx2RRoO99BSbnPiV+pNYvvo8w9wtkOHXFtzZ2S4tub+4Qfsf9kgBc4UzwDeXBkWi2nPLhYlJjJ7+3amxcbi7e2NxWIBoH2PWJ7/5D7s5Q50nn8uTI6IC+Oel6fXac4eWg0j+7UH2le8Jh1WhRAXFVkDLUSrIAV0Exk4sS+5p/LJyyzgmvZdCRjQgX05eUT7+zOhd+2v6rJ1K0yY4Fq+0akTrF4NsbGVNkiBs4tnmD9fxZw5Y7Farfj4+LCyU0e8vb2rXFVXq9XoPFvGbu+KopC6Nx3jyTzCYkOI6xZzwX8lEEIIIYSojhTQjchebufn//3GsZ2pRLaLYMqsiajVKrz8vFCr1Yx2d8Aff4SrrwaLBRITXVtzV7OxSOXiGR5/3MGudQfIPJ5NRHw4vS7t2myKTZu1FKvZiiHEv8ZNWKpzeNsxvv7PD1gLS/AN8GZy0ng69mvXgJkKIYQQ4mIlBXQdKYrCtlU72f3zAcJighk5bRj+QeduqXZ46zE2/G87Or0H6QdPoffSMeqG4XVL4LPP4KaboLwcxoyB5cvBr+r5/1o8z50Lu9cfYuXSn3CUO9BoNahU0GdUj7rlUY9OHctk5X9/pDC3iNiu0Uy+ZyxevrVrFXhi/0mshSUk9GzL8d0nyDh0WgpoIUTzI0s4hGgVWsbf55uhQ1uP8d7Tn/Hr55tY/up3fJW86rwxlkIr9nI7EfFhaD20mIx1uFkQ4D//cbWmKy+Ha66Bb7+ttnhevNi7SvEMYDyZi73UTnz3WOzldnJO5NYtj3q2+ZsdnE7Jxtvfi0Obj3Bo67FaxwaEG1CpVZw6molao8YQev62eEIIIYQQdSEFdB0d3HyEvFP5+AT4UG4rY/f6/eeNie4cRXCbQFL3puPpraNjvwT3Tqoo8OyzcO+9rq/vvhs++QQ8q25lvXixNwsX+gKVi2eA8LZh6Lx0HN9zAp3eg4iE5rGrotPhQKVSodFqXDeqO2t/haXP6B5cet0QYrtGc+m0IfS6tHa9qYUQQggh3CVLOGrJaDRis9kw/rFVn8YHHNpy8vLzsDvteBjU5+xNbDQa8fBTM+q2IWSfMGIINRDaIei8/YzPnO/M1tzef2zNbXn4YSyPPuq6efAvzi6e58wpZsYMa6V7CkM7BDL0+n4YM/IJiQ4ivFNwRR4V53NTfcQlDIwl5XAqJ9NPEtkhgsA4vxo/n+rO12VEe7qMcHX4KKihPV5Tzk/iJE7iWl5cUVE99wqSNnZCtApSQNcgOTmZ5ORkHA5Hte/3vLQrA37vy/E96fgavJh452W1GjcsNpSw2Ko3+p2Lqrwc/3vuQb9iBQBF8+dTMmNGtceeXTzPnJnNrFlVbw5Uq9V0GdiRLgPdSqPBxXSK4rrHrsRSaCUgPKBS+zwhhBBCiOZCCugaJCUlkZSUhNlsxmAwEBoair//n+tqw8LCuP+lu8hJz8U3wJugiMBajRsW5uZyCYsFwx134LluHWi18P77+E2bRnW3Ky5YAAsXur6eM6eYWbNU7p+vrnnWV5yb4S1ufhIncRLXouL0en2dYmuiUhRU9XADYH2MIYSoOymgL4De25PYzlENd4K8PAL/9jc8fv8dvL3hiy9g/PhqD/1rt40ZM6wNl5cQQgghxEVMbiJsrk6ehOHD8fj9d5yBgbBmTa2L57NvGBRCCCGEEPVLCujm6PBhGDoUDh7EERlJwVdfwaBB1R7aXIpnh8PB6ePZnE7Jwul0Nk0SQgjR3J3pA10fDyFEk5ElHM3Ntm2urblzc6FjRwo+/hhnTEy1h9a2eFYUpcpOg+Vl5RzbmYbD7qBdr7YVG5ZYzBaKCywY/Ax4elVtj1cdp9PJz59uZO/Gw/h7+ZM4rjejbhhW6ZyWQgu5pwsIDDecd8MZIYRo1aT2FaLFkwK6OfnpJ7jqqkpbcztruMpQm+K5MNfMzx9uwZieS5fBHblk6iBXj2VFYdXb69i1di9Op0LHxHZMffAKck4Y+d8/v6Ewv4hO3Ttw1X2X4x98/mI391Q+BzYdxdtHj85Tx651e+k3ticBoQYAjCfz+PK17zBm5BIYHsCV940nqn1kXT8lIYQQQogmJUs4mov//c915dligdGjYe1aCK2+3V1trzxv/vZ39v16EEuhlQ3Lt1Ts7FeUX8yR7SkYQg1ExIWRujednPRcdvy4B+PJPAJCDaTsTuPglqO1St1Dp0XjocFmLcNmKUXjoUXr8efvZgc3H+Hk4dOEtw0l+4SRvb8erP3nIoQQrYpSjw8hRFORAro5WLIErrvOtTX33/4GK1dWuzU3uLfmuaigGJ1eR2hMMPZyO9aiEgD0Pp74BHhTkG3CeDIPbz89PgZv1BoViqLgKHegAtTqqj2kqxMYHsCgSYl4euvwDfRm5PVD8Q3wqXhf66FFpVZRUmxDURS0OvnDhxDiIiX1sxCtglQyTUlR4Pnn4R//cD2/+274179Ao6n2cHdvGOwyqAPbsnaTti+DyPhw4nvEAqDT67j8jtH8+vkmysvsDJ6USGCYgf7j+3B0fwqFuWY6D+hE18Edaz2VPiO703lAe8LDw9F7V1473XNEVzIOn+LU0Uw69kug32W9aj2uEEIIIURzIwV0U3E6YdYseP111/OnnoJnngFV9Vd969Jto+ugjrTvnEBhbhFRHSIJDDNUvNe2SzRtn7qm0vERcWFc++hkrOYS2nVOQKOtvpCviZePvkrxDOAb4MPfHp5ESZENL199xbglxSXs+GkP5aXlDBrTn7CYELfOJ4QQLU59ddCQLhxCNCkpoBuQxWwlP7OAgLMKVwDKymD6dPjkE9fzV1+FmTNrHMe1Pbfra3da1alUKmI6RRHTqfY56/Q6dHqd28Xz+Wg0mkrLOhRF4fu31/LbD1tQnHB6Xw43PDFFOnQIIVq5+lp/IQW0EE1JCugGknvK1XkiJyOPwHADw6b1JyIuzHWT4NSp8MMPrq2533sPZdo0tny7g13r9mEI9WfMTZcQGh0MnCmefYHWtUlKaUkZ6QdOYgjxxy/Qh5yMXIwZeVJACyGEEKLZkwK6loxGIzabDaPRWKvjN/+wnUO7j9CmfQTHD6eiXuXk0jFdCJw5E48dO1C8vCh86y3KRo/mxM+/882736NRazh2MIXCYhNTZk6sVDzPmVPMjBlWcnJqn29d59kYcU6nE32wjiObTpN5Sk1UTCR2TRk5tZxgc5+fxEmcxLWOuKKiojqNUSO5AC1EqyAFdA2Sk5NJTk7G4XDUKV6j1aBSqyi1lqEo4F9SSNwtt+CRkoIzIADThx9i798fgBJLKWUldqI7hsApMOcVVyqeZ87MZtas2nXEaCnUajWjbxyOxldFWUk5A8ckEhgW0NRpCSFEw1KopzXQFz6EEKLupICuQVJSEklJSZjNZgwGA6Ghofj7+1e8HxYWds74EZOHYT5t5fSxLIa3D2Lie/+HR+ZpiIpC/cMPBHXrVnGsfrAXRzemkXH4FF5e3hwvvpr/LvnzyvOsWarznq8mzTkuLCwMQ4h/o51P4iRO4iTO3Ti9Xl+nWCFE6yYFdAPxDfDh2kcnU7J+Az7X/w1Vbi72du3QrlkDbdtWOtY/yI9rHplExqHTvLMsjP++Hgi41jzPmGFtivSFEEIIIUQNZCOVBqRZtw7fq65AlZtLea9eFHz9dZXi+Qz/ID++Wt+Jf55VPLeWGwaFEEL84Uwbu/p4CCGajBTQDeXzz2HiRCguhlGjMC1fjhJSc5/juvR5FkIIIYQQjU8K6Ibw3//Ctde6+j3/7W/w3Xcovr41Hi7FsxBCCCFEyyEFdH06szX33Xe7vv7732HZMvCsujvfGVI8CyHERUSWcAjRKkgBXV/ObM391FOu508+Cf/5D2hq3tFPimchhBBCiJZHunDUh7IyuO02+Phj1/PzbM0NUjwLIcRFqb6uHssVaCGalBTQF8pica1zXrXKtTX3u+/CjTeeM0SKZyGEEEKIlqvFLOHIz8/nxhtvxN/fn4CAAO644w6Ki4trFasoCpdffjkqlYoVK1bUZ1Jw2WWu4tnLC77+WopnIYQQQohWrsUU0DfeeCP79+/nxx9/5Ntvv+WXX37hrrvuqlXs4sWLUanqeSvsU6fgkktg0yYIDIQ1a+Dyy8+Th7cUz0IIcTGTmwiFaBVaxBKOgwcPsmrVKrZt20ZiYiIAr7/+OhMmTOCll16iTZs2Ncbu2rWLf/7zn2zfvp3IyMh6yUeTkgLXXw/p6dCmDaxeDWdtzV2dxYu9WbjQ1cquNsVzWWk5eafzKSm34hvgUy95CyGEaFqKoqDUQ/FbH2MIIequRRTQmzZtIiAgoKJ4BhgzZgxqtZotW7Zw9dVXVxtntVq54YYbSE5OJiIiolbnKi0tpbS0tOK52WwGwGg0YrPZKFq/nrZ33w0FBdgTEjB9+inO0FDIyalxzLOL5zlzipkxw3quw7EWl7DqrbWcPHIaxcPB8L8Npu+wXrXK/wyj0ejW8RIncRIncRJXNa6oqKhOYwghWrcWsYQjKyuLsLCwSq9ptVqCgoLIysqqMe7BBx9kyJAhXHnllbU+18KFCzEYDBWPmJiYivc8fv2VuNtuQ1tQQHnPnhR8/TXO2Nhzjnd28TxzZjazZlnPm0Pq7hOk7D6Bf4g/JmMRe345UOv8hRBCNGNKPT6EEE2mSa9Az549mxdeeOGcxxw8eLBOY3/99desXbuWnTt3uhU3Z84cHnrooYrnZrOZmJgYQjduxP/OO6GsjLJhw9CtXEmov/85x1qwABYuPDNuMbNmqar8IlCdrOBcfPW+eHv44K3zJsDfUKu46kicxEmcxElc3eP0en2dYmtWX9WvVNBCNKUmLaAffvhhpk+ffs5jEhISiIiIIOcvax7sdjv5+fk1Ls1Yu3YtKSkpBAQEVHp96tSpDB8+nPXr11cb5+npiWd1OwfeeisAtokTMf/734TVong++4bBGTPOf+X5jI6J7eg+tBPH96YTGhtC//F9ah0rhBBCCCEaVpMW0KGhoYSGhp73uMGDB2MymdixYwf9+vUDXAWy0+lk4MCB1cbMnj2bGTNmVHqtR48evPLKK0yaNKluCd91F+annz7n7oJQfau6c615/iu9tydXzZyAObeIopIi9N41bwXe0MpsZaQfOoWHTktM5yjU6j9X/SiKwt5fD3Jg8xHwdDDg8r7U8UKPEEJcHGQjFSFahRZxE2GXLl0YP348d955J0uWLKG8vJz77ruP66+/vqIDx6lTpxg9ejTvv/8+AwYMICIiotqr07GxscTHx7udg/Lww1iefhqsViwWC4qiVNsar776PGs0GgLDAyjPKavbAPWgrLScL1//niPbU9B6aBg8OZFLrx1a8X76wZOsenstZbZyTOYCSm3lJDzu/mcrhBAXDVnBIUSr0CJuIgT46KOP6Ny5M6NHj2bChAkMGzaMN954o+L98vJyDh8+jNVa+6US7nhn2HAmfvwJ2/fu5aaV3/PGD6urtBFqSZukFJssrFz6I+/+YxmbvtmO0+msckxmShbHfj9OWEwInl6e7Fq3nxKLreJ9k9GM1VxCTKc2ePt5kZuR15hTEEIIIYRoEi3iCjRAUFAQH3/8cY3vx8XFnbcv5oX0zfzidCYb+vZj14k0ChP747FnFzdZrfj4uHo0t6TiGeDX5ZvZ+t1OvHz1nDqaSUCYgS4DO1Q6xtPbE52XDpPRTKm1lPC2oWg9/ly+EtU+gpDoII7vOUGZs4x2veMaeRZCCNHCyBIOIVqFFlNAN7V5PbpxTUY6po6dMBw5zKLExBZbPAPkZ5rw9PIkMiGc1L3pFBdU3RY9vG0ol147hC3f/U5QhIExN12Ch86j4v2QqGCueXgyafvSsTlL6NivXWNOQQghWiBZwyFEayAFdC09s3c/pr79MBw5TGHbOGZv387KTh159VWfFlc8A3QZ2IH0gydJ3ZtOcJtAYjpHVTlGpVLRf3wf+o7piUqtqnQD4RnhbUMJ6jwrzwAAHHlJREFUbxtapUuKEEIIIURrJQV0LU1tE4lmzy4ea5fA/O3bmNa+HYsXe/Pkk673W1LxDNBndA/8g/0w5xUR3TGSsNiau6FotOfuOiKEEKKW5AK0EK2CFNC1dNvIS7lTq8VisfBhQgIffxzHk0+6unC0tOIZXFeX2/eRjhlCCNGoZA20EK1Ci+nC0dRUKlXFmuelS0NbdPEshBBCCCHqTq5Au2nxYm8WLvQFpHgWQgjhHkVRLqgj1NnjCCGajhTQtWQ0Glm0SF1RPM+ZU8yMGdZa7zBoNBrrfF6JkziJkziJa5q4oqKiOo1RM1kELURrIEs4apCcnEzXrl3p378/AP/+d0BF8TxzZjazZjXMhi1CCCFEffvll1+YNGkSbdq0QaVSsWLFiqZOSYgWTa5A1yApKYmkpCTMZjMGwyJefjkYcF15njVLRVhYWJ3GlTiJkziJk7iWE6fX6+sUW6MmugBtsVjo1asXt99+O1OmTKmHBIS4uEkBXSsLANea5xkz5MqzEEKIuqqnLhxuVtCXX345l19+eT2cVwgBUkCf15kbNR57rJD77lNhNLrWw7l7VeLMOjqJkziJkziJazlxZrMZqL+b9kpKS+p1nDP5neHp6Ymnp2e9nEMIUTOVIrfyntPJkyeJiYlp6jSEEEI0oYyMDKKjo+scb7PZiI+PJysrq95y8vX1pbi4uNJr8+bN4+mnnz5nnEql4ssvv+Sqq66qt1yEuNjIFejzaNOmDRkZGfj5+aFSuXo/9+/fn23btrk1jtlsJiYmhoyMDPz9/d2Krcv5GjtO5le/52vsOJlf/Z6vseNkfvV7vrPjFEWhqKiINm3auD3G2fR6PampqZSVlV3QOGdTFKXi59IZcvVZiMYhBfR5qNXqKlcdNBqN2/+In+Hv7+92bF3P19hxIPOrz/PJ/Oo3DmR+9Xm+i2l+BoPB7fjq6PX6+r8pUQjRJKSNXR0kJSW1iPM1dlxdyfyaR1xdyfyaR1xdyfzqN04IcXGQNdCNxNUOz0BhYWGdr740ZzK/lk3m17LJ/MT5FBcXc+zYMQD69OnDyy+/zMiRIwkKCiI2NraJsxOi5ZElHI3E09OTefPmtdr1aTK/lk3m17LJ/MT5bN++nZEjR1Y8f+ihhwC49dZbeffdd5soKyFaLrkCLYQQQgghhBtkDbQQQgghhBBukAJaCCGEEEIIN0gBLYQQQgghhBukgBZCCCGEEMINUkA3oPz8fG688Ub8/f0JCAjgjjvuqLLtak0UReHyyy9HpVKxYsWKhk20jtydX35+Pvfffz+dOnXCy8uL2NhYZs6cSWFhYSNmXbPk5GTi4uLQ6/UMHDiQrVu3nvP4//3vf3Tu3Bm9Xk+PHj347rvvGinTunFnfkuXLmX48OEEBgYSGBjImDFjzvt5NDV3v39nLFu2DJVK1ey3NXZ3fiaTiaSkJCIjI/H09KRjx47N+r9Rd+e3ePHiin9LYmJiePDBB7HZbI2UrRDioqeIBjN+/HilV69eyubNm5Vff/1Vad++vTJt2rRaxb788svK5ZdfrgDKl19+2bCJ1pG789u7d68yZcoU5euvv1aOHTumrFmzRunQoYMyderURsy6esuWLVN0Op3y9ttvK/v371fuvPNOJSAgQMnOzq72+I0bNyoajUZ58cUXlQMHDihPPvmk4uHhoezdu7eRM68dd+d3ww03KMnJycrOnTuVgwcPKtOnT1cMBoNy8uTJRs68dtyd3xmpqalKVFSUMnz4cOXKK69snGTrwN35lZaWKomJicqECROUDRs2KKmpqcr69euVXbt2NXLmtePu/D766CPF09NT+eijj5TU1FTlhx9+UCIjI5UHH3ywkTMXQlyspIBuIAcOHFAAZdu2bRWvff/994pKpVJOnTp1ztidO3cqUVFRSmZmZrMtoC9kfmf77LPPFJ1Op5SXlzdEmrU2YMAAJSkpqeK5w+FQ2rRpoyxcuLDa46+99lpl4sSJlV4bOHCg8ve//71B86wrd+f3V3a7XfHz81Pee++9hkrxgtRlfna7XRkyZIjy5ptvKrfeemuzLqDdnd9//vMfJSEhQSkrK2usFC+Iu/NLSkpSRo0aVem1hx56SBk6dGiD5imEEGfIEo4GsmnTJgICAkhMTKx4bcyYMajVarZs2VJjnNVq5YYbbiA5OZmIiIjGSLVO6jq/vzqzs5hW23R7+pSVlbFjxw7GjBlT8ZparWbMmDFs2rSp2phNmzZVOh5g3LhxNR7flOoyv7+yWq2Ul5cTFBTUUGnWWV3n9+yzzxIWFsYdd9zRGGnWWV3m9/XXXzN48GCSkpIIDw+ne/fuLFiwAIfD0Vhp11pd5jdkyBB27NhRsczj+PHjfPfdd0yYMKFRchZCCNmJsIFkZWURFhZW6TWtVktQUBBZWVk1xj344IMMGTKEK6+8sqFTvCB1nd/ZcnNzee6557jrrrsaIsVay83NxeFwEB4eXun18PBwDh06VG1MVlZWtcfXdu6NqS7z+6vHH3+cNm3aVPmloTmoy/w2bNjAW2+9xa5duxohwwtTl/kdP36ctWvXcuONN/Ldd99x7Ngx7r33XsrLy5k3b15jpF1rdZnfDTfcQG5uLsOGDUNRFOx2O3fffTdz585tjJSFEEJuInTX7NmzUalU53zUtij5q6+//pq1a9eyePHi+k3aDQ05v7OZzWYmTpxI165defrppy88cdFgFi1axLJly/jyyy/R6/VNnc4FKyoq4uabb2bp0qWEhIQ0dToNwul0EhYWxhtvvEG/fv247rrreOKJJ1iyZElTp1Yv1q9fz4IFC/j3v//N77//zvLly1m5ciXPPfdcU6cmhLhIyBVoNz388MNMnz79nMckJCQQERFBTk5Opdftdjv5+fk1Ls1Yu3YtKSkpBAQEVHp96tSpDB8+nPXr119A5rXTkPM7o6ioiPHjx+Pn58eXX36Jh4fHhaZ9QUJCQtBoNGRnZ1d6PTs7u8a5REREuHV8U6rL/M546aWXWLRoET/99BM9e/ZsyDTrzN35paSkkJaWxqRJkypeczqdgOuvKIcPH6Zdu3YNm7Qb6vL9i4yMxMPDA41GU/Faly5dyMrKoqysDJ1O16A5u6Mu83vqqae4+eabmTFjBgA9evTAYrFw11138cQTT6BWy7UhIUTDkn9l3BQaGkrnzp3P+dDpdAwePBiTycSOHTsqYteuXYvT6WTgwIHVjj179mz27NnDrl27Kh4Ar7zyCu+8805jTK9B5weuK89jx45Fp9Px9ddfN4srmjqdjn79+rFmzZqK15xOJ2vWrGHw4MHVxgwePLjS8QA//vhjjcc3pbrMD+DFF1/kueeeY9WqVZXWujc37s6vc+fO7N27t9L/zyZPnszIkSPZtWsXMTExjZn+edXl+zd06FCOHTtW8YsBwJEjR4iMjGxWxTPUbX5Wq7VKkXzmlwVFURouWSGEOKOp72JszcaPH6/06dNH2bJli7JhwwalQ4cOldq8nTx5UunUqZOyZcuWGsegmXbhUBT351dYWKgMHDhQ6dGjh3Ls2DElMzOz4mG325tqGoqiuNpoeXp6Ku+++65y4MAB5a677lICAgKUrKwsRVEU5eabb1Zmz55dcfzGjRsVrVarvPTSS8rBgweVefPmNfs2du7Mb9GiRYpOp1M+//zzSt+noqKipprCObk7v79q7l043J1fenq64ufnp9x3333K4cOHlW+//VYJCwtTnn/++aaawjm5O7958+Ypfn5+yieffKIcP35cWb16tdKuXTvl2muvbaopCCEuMlJAN6C8vDxl2rRpiq+vr+Lv76/cdtttlQqQ1NRUBVDWrVtX4xjNuYB2d37r1q1TgGofqampTTOJs7z++utKbGysotPplAEDBiibN2+ueG/EiBHKrbfeWun4zz77TOnYsaOi0+mUbt26KStXrmzkjN3jzvzatm1b7fdp3rx5jZ94Lbn7/Ttbcy+gFcX9+f3222/KwIEDFU9PTyUhIUGZP39+k/+iei7uzK+8vFx5+umnlXbt2il6vV6JiYlR7r33XqWgoKDxExdCXJRUiiJ/7xJCCCGEEKK2ZA20EEIIIYQQbpACWgghhBBCCDdIAS2EEEIIIYQbpIAWQgghhBDCDVJACyGEEEII4QYpoIUQQgghhHCDFNBCCCGEEEK4QQpoIYQQQggh3CAFtHBbXFwcixcvbuo06s369etRqVSYTKamTqVeHTp0iEGDBqHX6+ndu3dTp1Oj5vT5P/30043yWalUKlQqFQEBAQ1+rvo2ffr0ivxXrFjR1OkIIUSTkAJaVMjIyOD222+nTZs26HQ62rZtywMPPEBeXl5Tp1ZvLr30UmbNmlXptSFDhpCZmYnBYGj0fJYuXUqvXr3w9fUlICCAPn36sHDhwnoZe968ef/f3r0HRVX+fwB/L7iLyy6gIFfBxRRSVEzzhmaEykA6Dpo6amugY6SYiA2iOToSEBHhJRy1sfLSGKKjxkiaeSFvswimiKIuIIiXEmRwaJC8srx/fzCcPLIgmKm/r89rZv/Y81zO5zznYficwzkP0Gg0KCoqQlZW1jPp82l4enpKCdejny+//PKFxQTAbAK4YMGC5zZWmzZtQnFx8X++n2d9UZCamory8vJn1p8gCML/R+1edADCy+Hy5cvw8/ODt7c30tPT0bVrV1y4cAExMTHYt28fcnJyYG9v/0JiM5lMUCgUsLD4b673VCoVXFxc/pO+W7Jx40bMnz8fq1evhr+/P+7fv49z587h/Pnz/6rfBw8eQKVSobS0FGPGjIFOp3tGET+9+Ph4hIeHy7bZ2Ni8oGiap9VqodVqn8u+OnToACcnp+eyr2ehcV7Z2dm9kItNQRCElwoFgWRwcDDd3d15584d2fby8nJaW1tz9uzZ0jadTsf4+HhOmTKF1tbWdHNz45o1a6Ty+vp6xsbG0sPDgyqViq6uroyMjJTK7927x+joaLq5udHa2pqDBg3i4cOHpfJNmzbRzs6Ou3fvZs+ePWlpacn169fTysqK1dXVsvjmzZvHgIAAkmRVVRWnTJlCNzc3qtVq9u7dm1u3bpXqhoWFEYDsU1ZWxsOHDxOArO+dO3fSx8eHKpWKOp2Oy5cvl+1Xp9MxMTGRM2bMoFarpYeHB9evX9+mMQ8JCeH06dNbrOPv78+oqKgm7cLCwmSxxMfH84MPPqCNjY3Z44yNjSVJLly4kF5eXlSr1ezatSuXLl3KBw8eyPrPzMzkgAEDaGVlRQcHB44bN04qe9K5M0en03HVqlXNlpsb/+PHj/Ott95i+/bt6e7uzsjISNbW1pIkFy9ezEGDBjXpx9fXl3FxcSTJkydPctSoUXRwcKCtrS3ffvttnj59WhbTo+Oj0+lIkrGxsezbt69Uz2QyMS4ujp07d6ZKpWLfvn25b98+qbysrIwAuGvXLr7zzjtUq9X09fVldnZ2i2MCgBkZGbJtjfvesGEDPTw8qNFoGBERwbq6OiYnJ9PZ2ZmOjo78/PPPZe2qq6s5c+ZMdurUiTY2NgwICGB+fj7Jhp+lx+fCpk2bntju0Xi+++47enp6UqFQPPEYBEEQXhUigRZ469YtKhQKfvHFF2bLw8PD2bFjR9bX15NsSD5sbGyYlJTEoqIirl69mpaWljxw4ABJcseOHbS1teUvv/zCq1evMjc3l99++63U34cffsihQ4fy2LFjLCkpYUpKCq2srFhcXEyy4Ze+Uqnk0KFDaTAYWFhYyNraWjo7O/P777+X+qmrq5Nt++OPP5iSksIzZ86wtLRUiis3N5ck+ddff9HPz4/h4eEsLy9neXk56+rqmiRwp06dooWFBePj41lUVMRNmzZRrVZLiUfjGNjb23Pt2rW8dOkSk5KSaGFhwcLCwlaP+6xZs9ijRw9euXKl2TqtTaBtbW25fPlylpSUsKSkhOXl5ezVqxejo6NZXl7O27dvkyQTEhJoMBhYVlbGzMxMOjs7Mzk5Weprz549tLS05LJly3jx4kXm5+fL5sWTzp05bU2gS0pKqNFouGrVKhYXF9NgMLBfv37Sxcb58+cJgCUlJVIfjdsuXbpEkszKyuKWLVtoNBp58eJFzpw5k87OzqypqSFJVlZWSslkeXk5KysrSTZNoFeuXElbW1ump6ezsLCQCxcupFKplI63MYHu0aMH9+zZw6KiIk6cOJE6nY4PHz5s9pibS6C1Wi0nTpzICxcuMDMzkyqVikFBQYyMjGRhYSE3btxIAMzJyZHajRo1imPHjuXvv//O4uJiRkdH08HBgbdu3eKdO3cYHR3NXr16SXO+8SK5pXaN8Wg0GgYHBzMvL49nz5594jEIgiC8KkQCLTAnJ6fFX4YrV64kAN68eZNkQ0IUHBwsqzN58mS+++67JMkVK1bQ29u7yZ1Nkrx69SotLS35559/yraPHDmSixcvJvnPXbNH74aRZFRUFEeMGCF9379/v9m70o8aM2YMo6Ojpe/mEtLHE7j333+fgYGBsjoxMTH08fGRvut0Ok6bNk36Xl9fTycnJ37zzTfNxvK4GzducMiQIQRAb29vhoWFcfv27TSZTC3Gay6BfvQucaO+fftKd56bk5KSwjfffFP67ufnR71eb7Zua86dOTqdjiqVihqNRvY5duwYyabjP3PmTH700UeyPo4fP04LCwvevXtXOrb4+HipfPHixRw8eHCzMZhMJtrY2PDnn3+WtrV0F7iRm5sbExMTZXUGDhzIOXPmkPwngX70wu7ChQsEQKPR2Gw8ze3b2tpaSvJJMigoiJ6enrI58frrrzMpKYlkw7jY2try3r17sr66desm/UXk8WNqSzulUildXLTmGARBEF4V4iVCQUKy1XX9/PyafDcajQCASZMm4e7du3jttdcQHh6OjIwM1NXVAQAKCgpgMpng7e0tPW+q1Wpx9OhRlJaWSv2pVCr4+vrK9qHX63HkyBHcuHEDAJCWloYxY8ZIKxmYTCYkJCSgT58+sLe3h1arxf79+3Ht2rU2jYPRaMSwYcNk24YNG4ZLly7BZDJJ2x6NT6FQwMXFBZWVla3ej6urK06cOIGCggJERUWhrq4OYWFhCA4ORn19fZtiHjBgQKvqbd++HcOGDYOLiwu0Wi2WLl0qG5/8/HyMHDnSbNvWnjtzYmJikJ+fL/s0F/PZs2exefNm2T6CgoJQX1+PsrIyAA1zYevWrQAa5m16ejr0er3Ux82bNxEeHg4vLy/Y2dnB1tYWtbW1bZoLNTU1uHHjhtm50DjXGz06F1xdXQGgTXOhkaenp+zZcGdnZ/j4+Mie/3d2dpb6Pnv2LGpra+Hg4CAbr7KyshbPSWvb6XQ6ODo6tvk4BEEQ/teJlwgFdO/eHQqFAkajEePHj29SbjQa0bFjx1b/IvXw8EBRUREOHTqEgwcPYs6cOUhJScHRo0dRW1sLS0tLnD59GpaWlrJ2j768pVaroVAoZOUDBw5Et27dsG3bNkRERCAjIwObN2+WylNSUpCamoqvv/4affr0gUajwfz58/HgwYM2jEbrKZVK2XeFQtHmxBcAevfujd69e2POnDmYPXs2hg8fjqNHjyIgIAAWFhZNLmwePnzYpA+NRvPE/Zw4cQJ6vR5xcXEICgqCnZ0dtm3bhhUrVkh11Gp1s+1be+7M6dSpE7p37/7EGBv3M2vWLMybN69JWZcuXQAAU6dOxaJFi5CXl4e7d+/i+vXrmDx5slQvLCwMt27dQmpqKnQ6HaysrODn5/dc5kLjvH2auWBuTrU0z2pra+Hq6oojR4406aulJfJa264180oQBOFVJBJoAQ4ODggMDMS6devwySefyJKoiooKpKWlITQ0VJbQ5uTkyPrIyclBz549pe9qtRpjx47F2LFj8fHHH6NHjx4oKChAv379YDKZUFlZieHDh7c5Vr1ej7S0NLi7u8PCwgJjxoyRygwGA0JCQjBt2jQADQlMcXExfHx8pDoqlUp2F9mcnj17wmAwyLYZDAZ4e3s3SRyftcZY//77bwCAo6OjbMkwk8mE8+fPIyAgoM19Z2dnQ6fTYcmSJdK2q1evyur4+voiKysLM2bMaNL+35671urfvz8uXrzYYsLt7u4Of39/pKWl4e7duwgMDJStaGEwGLBu3TqMHj0aQMMSjVVVVbI+lEpli3PB1tYWbm5uMBgM8Pf3l/U9aNCgpz28Z6p///6oqKhAu3bt4OnpabaOuTnfmnaCIAhC88QjHAIAYM2aNbh//z6CgoJw7NgxXL9+Hb/++isCAwPRuXNnJCYmyuobDAZ89dVXKC4uxtq1a7Fjxw5ERUUBADZv3owNGzbg/PnzuHz5Mn788Ueo1WrodDp4e3tDr9cjNDQUP/30E8rKynDy5EkkJSVh7969T4xTr9cjLy8PiYmJmDhxIqysrKQyLy8vHDx4ENnZ2TAajZg1axZu3rwpa+/p6Ync3FxcuXIFVVVVZu8SRkdHIysrCwkJCSguLsYPP/yANWvWYMGCBU8ztM2KiIhAQkICDAYDrl69ipycHISGhsLR0VF6RGbEiBHYu3cv9u7di8LCQkRERDz1Pxzx8vLCtWvXsG3bNpSWlmL16tXIyMiQ1YmNjUV6ejpiY2NhNBpRUFCA5ORkAPhX5+727duoqKiQfWpqaszWXbRoEbKzszF37lzk5+fj0qVL2L17N+bOnSurp9frsW3bNuzYsUP2+EbjsW7ZsgVGoxG5ubnQ6/VN7q57enoiKysLFRUVqK6uNhtLTEwMkpOTsX37dhQVFeHTTz9Ffn6+NNdftFGjRsHPzw/jxo3DgQMHcOXKFWRnZ2PJkiU4deoUgIbjLCsrQ35+PqqqqnD//v1WtRMEQRBa8IKfwRZeIleuXGFYWBidnZ2pVCrp4eHByMhIVlVVyerpdDrGxcVx0qRJtLa2pouLC1NTU6XyjIwMDh48mLa2ttRoNBwyZAgPHToklT948IDLli2jp6cnlUolXV1dOX78eJ47d47kP8vYNWfQoEEEwN9++022/datWwwJCaFWq6WTkxOXLl3K0NBQhoSESHWKioo4ZMgQqtXqVi1jp1Qq2aVLF6akpDQZg8dXlnj8pT1/f3/Zy36P27lzJ0ePHk1XV1eqVCq6ublxwoQJ0jg0jlVERATt7e3p5OTEpKQksy8RmlvlwtxLhDExMXRwcKBWq+XkyZO5atWqJmO9a9cuvvHGG1SpVOzUqRPfe+89WTwtnTtzHl8yrvEza9YskuaXsTt58iQDAwOp1Wqp0Wjo6+vb5GW+6upqWllZ0draWlplpFFeXh4HDBjA9u3b08vLizt27GgyTpmZmezevTvbtWvX4jJ2n332GTt37kylUtnsMnZnzpyRxQWgxeX90IoXGMmGpRcfnb9k0xdLa2pqGBkZSTc3N+nnVq/X89q1ayQblh6cMGECO3ToIFvG7kntzMXzpGMQBEF4VSjINrw5JghCq+l0OsTFxWH69OkvOhThJaNQKJCRkYFx48a96FCe2v/CMQiCIDwt8QiHIPwHLly4ADs7O4SGhr7oUISX1NSpU+Hu7v6iw2iz2bNnP7f/1igIgvCyEnegBUEQnrOSkhIAgKWlJbp27fqCo2mbyspK6fl1V1dXsVKHIAivJJFAC4IgCIIgCEIbiEc4BEEQBEEQBKENRAItCIIgCIIgCG0gEmhBEARBEARBaAORQAuCIAiCIAhCG4gEWhAEQRAEQRDaQCTQgiAIgiAIgtAGIoEWBEEQBEEQhDYQCbQgCIIgCIIgtMH/AdKevF2YwE+WAAAAAElFTkSuQmCC", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -176,7 +176,7 @@ ], "source": [ "if len(cc)>0:\n", - " cc.plot.scatter(skill_table=True, figsize=(5,4));\n", + " cc.plot.scatter(skill_table=True, figsize=(6,5));\n", " plt.title(\"MIKE21 vs Altimetry\")\n", " if save_png: plt.savefig(\"../figures/altimetry_comparison.png\", bbox_inches=\"tight\")\n", "else:\n", @@ -185,7 +185,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -213,6 +213,13 @@ "else:\n", " print(\"No data to show\")\n" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/figures/altimetry_comparison.png b/figures/altimetry_comparison.png index 2bdf48d..e98e560 100644 Binary files a/figures/altimetry_comparison.png and b/figures/altimetry_comparison.png differ diff --git a/figures/modelskill_comparison_Holyrood Bay.png b/figures/modelskill_comparison_HolyroodBay.png similarity index 100% rename from figures/modelskill_comparison_Holyrood Bay.png rename to figures/modelskill_comparison_HolyroodBay.png diff --git a/image.png b/image.png new file mode 100644 index 0000000..b5edb63 Binary files /dev/null and b/image.png differ